warning: commands will be executed using /bin/sh
job 3520 at Fri Jul 31 20:31:00 2015
FileBase	/isis1/Yuta/YutaData/YutaMouse39-150729/YutaMouse39-150729
ElecNo	2
UseFeatures	11111111111111111111111100000
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 9.50 and 14.25 GB of RAM.
Memory request: 4.75 GB would take us to total of 4.75 GB.
----------------------------------------------------------
Loaded 2644692 data points of dimension 24.
MEMO: A lower score indicates a better clustering 
 
Starting from 20 clusters...
Memory request: 1.58 GB would take us to total of 6.33 GB.
------ Running on subset of 881564 points ------
	SP: Assigned 20 initial classes randomly.
Deleting Class 4 (1589 points): Lose 725.752848 but Gain 2224.536093
Iteration 0F (76.370000 sec): 19 clusters
  Score: Raw -94214573.848813 + Penalty 40041.649679 = -94174532.199134
  nChanged 834992
Iteration 1F (121.790000 sec): 19 clusters
  Score: Raw -102186837.669125 + Penalty 40041.649679 = -102146796.019447
  nChanged 302354
Iteration 2F (165.440000 sec): 19 clusters
  Score: Raw -103079946.622051 + Penalty 40041.649679 = -103039904.972372
  nChanged 223745
Iteration 3F (209.010000 sec): 19 clusters
  Score: Raw -103522176.950489 + Penalty 40041.649679 = -103482135.300810
  nChanged 148360
Iteration 4F (254.340000 sec): 19 clusters
  Score: Raw -103783334.575400 + Penalty 40041.649679 = -103743292.925721
  nChanged 110256
Iteration 5F (300.250000 sec): 19 clusters
  Score: Raw -103960970.074012 + Penalty 40041.649679 = -103920928.424333
  nChanged 82928
Iteration 6F (344.860000 sec): 19 clusters
  Score: Raw -104062341.227958 + Penalty 40041.649679 = -104022299.578279
  nChanged 59527
Iteration 7F (393.230000 sec): 19 clusters
  Score: Raw -104134309.914827 + Penalty 40041.649679 = -104094268.265149
  nChanged 48443
Iteration 8F (440.780000 sec): 19 clusters
  Score: Raw -104204476.617241 + Penalty 40041.649679 = -104164434.967562
  nChanged 43427
Iteration 9Q (473.440000 sec): 19 clusters
  Score: Raw -104266497.247938 + Penalty 40041.649679 = -104226455.598259
  nChanged 38510
Iteration 10Q (504.790000 sec): 19 clusters
  Score: Raw -104320861.039123 + Penalty 40041.649679 = -104280819.389444
  nChanged 30488
Iteration 11Q (536.130000 sec): 19 clusters
  Score: Raw -104349877.469995 + Penalty 40041.649679 = -104309835.820316
  nChanged 21807
Iteration 12Q (567.440000 sec): 19 clusters
  Score: Raw -104363602.723209 + Penalty 40041.649679 = -104323561.073530
  nChanged 16555
Iteration 13Q (597.840000 sec): 19 clusters
  Score: Raw -104371632.785986 + Penalty 40041.649679 = -104331591.136307
  nChanged 13020
Iteration 14Q (627.790000 sec): 19 clusters
  Score: Raw -104376260.920877 + Penalty 40041.649679 = -104336219.271198
  nChanged 10073
Iteration 15Q (658.880000 sec): 19 clusters
  Score: Raw -104379027.075530 + Penalty 40041.649679 = -104338985.425851
  nChanged 7884
Iteration 16Q (690.130000 sec): 19 clusters
  Score: Raw -104380885.766067 + Penalty 40041.649679 = -104340844.116388
  nChanged 6417
Iteration 17Q (718.100000 sec): 19 clusters
  Score: Raw -104382247.004453 + Penalty 40041.649679 = -104342205.354774
  nChanged 5527
Iteration 18Q (747.080000 sec): 19 clusters
  Score: Raw -104383488.083993 + Penalty 40041.649679 = -104343446.434314
  nChanged 5007
Iteration 19Q (774.730000 sec): 19 clusters
  Score: Raw -104384588.943817 + Penalty 40041.649679 = -104344547.294138
  nChanged 4512
Writing temp clu file 
Because OldScore, -104343446.434314, is greater than current (better) Score,-104344547.294138 
 Compute initial score before splitting:   Score: Raw -104384588.943817 + Penalty 40041.649679 = -104344547.294138
Memory request: 0.02 GB would take us to total of 6.36 GB.

 Trying to split cluster 1 (12311 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (775.030000 sec): 2 clusters
  Score: Raw -1446678.013681 + Penalty 1530.465373 = -1445147.548308
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (775.220000 sec): 3 clusters
  Score: Raw -1439581.572471 + Penalty 3060.930746 = -1436520.641725
  nChanged 5389
		SP:Iteration 1F (775.450000 sec): 3 clusters
  Score: Raw -1442760.087095 + Penalty 3060.930746 = -1439699.156349
  nChanged 929
		SP:Iteration 2F (775.710000 sec): 3 clusters
  Score: Raw -1443427.981158 + Penalty 3060.930746 = -1440367.050412
  nChanged 971
		SP:Iteration 3F (775.890000 sec): 3 clusters
  Score: Raw -1444419.641300 + Penalty 3060.930746 = -1441358.710554
  nChanged 1142
		SP:Iteration 4F (776.100000 sec): 3 clusters
  Score: Raw -1445813.016987 + Penalty 3060.930746 = -1442752.086241
  nChanged 1097
		SP:Iteration 5F (776.350000 sec): 3 clusters
  Score: Raw -1446983.485842 + Penalty 3060.930746 = -1443922.555096
  nChanged 784
		SP:Iteration 6F (776.550000 sec): 3 clusters
  Score: Raw -1447685.767165 + Penalty 3060.930746 = -1444624.836419
  nChanged 471
		SP:Iteration 7Q (776.770000 sec): 3 clusters
  Score: Raw -1448024.716524 + Penalty 3060.930746 = -1444963.785778
  nChanged 270
		SP:Iteration 8Q (777.000000 sec): 3 clusters
  Score: Raw -1448203.568577 + Penalty 3060.930746 = -1445142.637831
  nChanged 169
		SP:Iteration 9Q (777.220000 sec): 3 clusters
  Score: Raw -1448299.007281 + Penalty 3060.930746 = -1445238.076534
  nChanged 98
		SP:Iteration 10Q (777.450000 sec): 3 clusters
  Score: Raw -1448353.906837 + Penalty 3060.930746 = -1445292.976090
  nChanged 74
		SP:Iteration 11Q (777.640000 sec): 3 clusters
  Score: Raw -1448394.832799 + Penalty 3060.930746 = -1445333.902052
  nChanged 50
		SP:Iteration 12Q (777.880000 sec): 3 clusters
  Score: Raw -1448412.938822 + Penalty 3060.930746 = -1445352.008076
  nChanged 34
		SP:Iteration 13Q (778.140000 sec): 3 clusters
  Score: Raw -1448422.933087 + Penalty 3060.930746 = -1445362.002340
  nChanged 22
		SP:Iteration 14Q (778.320000 sec): 3 clusters
  Score: Raw -1448428.377542 + Penalty 3060.930746 = -1445367.446796
  nChanged 14
		SP:Iteration 15Q (778.550000 sec): 3 clusters
  Score: Raw -1448431.331982 + Penalty 3060.930746 = -1445370.401236
  nChanged 10
		SP:Iteration 16Q (778.750000 sec): 3 clusters
  Score: Raw -1448433.197603 + Penalty 3060.930746 = -1445372.266856
  nChanged 6
		SP:Iteration 17Q (779.010000 sec): 3 clusters
  Score: Raw -1448434.499161 + Penalty 3060.930746 = -1445373.568414
  nChanged 7
		SP:Iteration 18Q (779.240000 sec): 3 clusters
  Score: Raw -1448436.017148 + Penalty 3060.930746 = -1445375.086402
  nChanged 6
		SP:Iteration 19Q (779.490000 sec): 3 clusters
  Score: Raw -1448437.482150 + Penalty 3060.930746 = -1445376.551404
  nChanged 4
		SP:Iteration 20F (779.740000 sec): 3 clusters
  Score: Raw -1448438.431068 + Penalty 3060.930746 = -1445377.500321
  nChanged 3
		SP:Iteration 21Q (779.940000 sec): 3 clusters
  Score: Raw -1448439.698331 + Penalty 3060.930746 = -1445378.767584
  nChanged 3
		SP:Iteration 22Q (780.130000 sec): 3 clusters
  Score: Raw -1448440.610826 + Penalty 3060.930746 = -1445379.680079
  nChanged 2
		SP:Iteration 23Q (780.360000 sec): 3 clusters
  Score: Raw -1448441.100583 + Penalty 3060.930746 = -1445380.169836
  nChanged 1
		SP:Iteration 24Q (780.580000 sec): 3 clusters
  Score: Raw -1448441.298247 + Penalty 3060.930746 = -1445380.367501
  nChanged 1
		SP:Iteration 25Q (780.820000 sec): 3 clusters
  Score: Raw -1448441.462579 + Penalty 3060.930746 = -1445380.531833
  nChanged 1
		SP:Iteration 26Q (781.040000 sec): 3 clusters
  Score: Raw -1448441.612125 + Penalty 3060.930746 = -1445380.681378
  nChanged 2
		SP:Iteration 27Q (781.290000 sec): 3 clusters
  Score: Raw -1448442.257874 + Penalty 3060.930746 = -1445381.327127
  nChanged 3
		SP:Iteration 28Q (781.570000 sec): 3 clusters
  Score: Raw -1448442.821615 + Penalty 3060.930746 = -1445381.890869
  nChanged 1
		SP:Iteration 29Q (781.780000 sec): 3 clusters
  Score: Raw -1448442.893348 + Penalty 3060.930746 = -1445381.962602
  nChanged 0
		SP:Iteration 30F (781.960000 sec): 3 clusters
  Score: Raw -1448442.893348 + Penalty 3060.930746 = -1445381.962602
  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 6.36 GB.

 Trying to split cluster 2 (230542 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (783.350000 sec): 2 clusters
  Score: Raw -27785400.936731 + Penalty 2006.580605 = -27783394.356127
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (784.910000 sec): 3 clusters
  Score: Raw -27632196.609441 + Penalty 4013.161210 = -27628183.448231
  nChanged 112232
		SP:Iteration 1F (786.550000 sec): 3 clusters
  Score: Raw -27699037.827240 + Penalty 4013.161210 = -27695024.666031
  nChanged 6964
		SP:Iteration 2Q (788.370000 sec): 3 clusters
  Score: Raw -27700887.927198 + Penalty 4013.161210 = -27696874.765989
  nChanged 7698
		SP:Iteration 3Q (790.130000 sec): 3 clusters
  Score: Raw -27703271.865914 + Penalty 4013.161210 = -27699258.704705
  nChanged 8602
		SP:Iteration 4Q (791.890000 sec): 3 clusters
  Score: Raw -27706477.875657 + Penalty 4013.161210 = -27702464.714448
  nChanged 10110
		SP:Iteration 5Q (793.650000 sec): 3 clusters
  Score: Raw -27710966.653190 + Penalty 4013.161210 = -27706953.491981
  nChanged 11688
		SP:Iteration 6F (795.220000 sec): 3 clusters
  Score: Raw -27717127.996542 + Penalty 4013.161210 = -27713114.835332
  nChanged 13175
		SP:Iteration 7F (796.810000 sec): 3 clusters
  Score: Raw -27725460.772496 + Penalty 4013.161210 = -27721447.611286
  nChanged 14032
		SP:Iteration 8F (798.330000 sec): 3 clusters
  Score: Raw -27735509.181725 + Penalty 4013.161210 = -27731496.020516
  nChanged 13814
		SP:Iteration 9F (799.940000 sec): 3 clusters
  Score: Raw -27745734.322539 + Penalty 4013.161210 = -27741721.161329
  nChanged 12147
		SP:Iteration 10F (801.560000 sec): 3 clusters
  Score: Raw -27754612.404885 + Penalty 4013.161210 = -27750599.243675
  nChanged 10438
		SP:Iteration 11Q (803.170000 sec): 3 clusters
  Score: Raw -27762215.484213 + Penalty 4013.161210 = -27758202.323004
  nChanged 8819
		SP:Iteration 12Q (804.760000 sec): 3 clusters
  Score: Raw -27768690.064338 + Penalty 4013.161210 = -27764676.903128
  nChanged 7383
		SP:Iteration 13Q (806.410000 sec): 3 clusters
  Score: Raw -27774390.415662 + Penalty 4013.161210 = -27770377.254453
  nChanged 5758
		SP:Iteration 14Q (807.860000 sec): 3 clusters
  Score: Raw -27779232.092761 + Penalty 4013.161210 = -27775218.931552
  nChanged 4051
		SP:Iteration 15Q (809.310000 sec): 3 clusters
  Score: Raw -27782997.599951 + Penalty 4013.161210 = -27778984.438742
  nChanged 2749
		SP:Iteration 16Q (810.850000 sec): 3 clusters
  Score: Raw -27786074.297269 + Penalty 4013.161210 = -27782061.136059
  nChanged 2202
		SP:Iteration 17Q (812.160000 sec): 3 clusters
  Score: Raw -27789231.124789 + Penalty 4013.161210 = -27785217.963579
  nChanged 2200
		SP:Iteration 18Q (813.360000 sec): 3 clusters
  Score: Raw -27792561.294199 + Penalty 4013.161210 = -27788548.132990
  nChanged 2212
		SP:Iteration 19Q (814.870000 sec): 3 clusters
  Score: Raw -27794757.376532 + Penalty 4013.161210 = -27790744.215322
  nChanged 1690
		SP:Iteration 20F (816.470000 sec): 3 clusters
  Score: Raw -27796217.638707 + Penalty 4013.161210 = -27792204.477498
  nChanged 1544
		SP:Iteration 21Q (818.010000 sec): 3 clusters
  Score: Raw -27797252.129741 + Penalty 4013.161210 = -27793238.968531
  nChanged 1351
		SP:Iteration 22Q (819.350000 sec): 3 clusters
  Score: Raw -27797863.616170 + Penalty 4013.161210 = -27793850.454960
  nChanged 1070
		SP:Iteration 23Q (820.830000 sec): 3 clusters
  Score: Raw -27798260.643689 + Penalty 4013.161210 = -27794247.482480
  nChanged 943
		SP:Iteration 24Q (822.120000 sec): 3 clusters
  Score: Raw -27798585.275332 + Penalty 4013.161210 = -27794572.114123
  nChanged 906
		SP:Iteration 25Q (823.610000 sec): 3 clusters
  Score: Raw -27798868.671806 + Penalty 4013.161210 = -27794855.510596
  nChanged 923
		SP:Iteration 26Q (825.020000 sec): 3 clusters
  Score: Raw -27799161.358849 + Penalty 4013.161210 = -27795148.197640
  nChanged 987
		SP:Iteration 27Q (826.400000 sec): 3 clusters
  Score: Raw -27799489.018052 + Penalty 4013.161210 = -27795475.856843
  nChanged 1042
		SP:Iteration 28Q (828.060000 sec): 3 clusters
  Score: Raw -27799822.651715 + Penalty 4013.161210 = -27795809.490505
  nChanged 1076
		SP:Iteration 29Q (829.320000 sec): 3 clusters
  Score: Raw -27800142.962423 + Penalty 4013.161210 = -27796129.801213
  nChanged 1075
		SP:Iteration 30Q (831.170000 sec): 3 clusters
  Score: Raw -27800437.273013 + Penalty 4013.161210 = -27796424.111803
  nChanged 1013
		SP:Iteration 31Q (832.300000 sec): 3 clusters
  Score: Raw -27800682.389678 + Penalty 4013.161210 = -27796669.228469
  nChanged 924
		SP:Iteration 32Q (833.480000 sec): 3 clusters
  Score: Raw -27800879.417212 + Penalty 4013.161210 = -27796866.256003
  nChanged 781
		SP:Iteration 33Q (834.760000 sec): 3 clusters
  Score: Raw -27801021.768983 + Penalty 4013.161210 = -27797008.607773
  nChanged 683
		SP:Iteration 34Q (835.990000 sec): 3 clusters
  Score: Raw -27801120.483816 + Penalty 4013.161210 = -27797107.322607
  nChanged 535
		SP:Iteration 35Q (837.280000 sec): 3 clusters
  Score: Raw -27801186.382974 + Penalty 4013.161210 = -27797173.221765
  nChanged 398
		SP:Iteration 36Q (838.570000 sec): 3 clusters
  Score: Raw -27801220.231101 + Penalty 4013.161210 = -27797207.069891
  nChanged 295
		SP:Iteration 37Q (839.850000 sec): 3 clusters
  Score: Raw -27801244.028767 + Penalty 4013.161210 = -27797230.867558
  nChanged 222
		SP:Iteration 38Q (841.040000 sec): 3 clusters
  Score: Raw -27801260.598172 + Penalty 4013.161210 = -27797247.436963
  nChanged 173
		SP:Iteration 39Q (842.210000 sec): 3 clusters
  Score: Raw -27801269.145831 + Penalty 4013.161210 = -27797255.984621
  nChanged 106
		SP:Iteration 40F (843.560000 sec): 3 clusters
  Score: Raw -27801567.254417 + Penalty 4013.161210 = -27797554.093207
  nChanged 568
		SP:Iteration 41Q (844.870000 sec): 3 clusters
  Score: Raw -27801723.451178 + Penalty 4013.161210 = -27797710.289968
  nChanged 624
		SP:Iteration 42Q (846.300000 sec): 3 clusters
  Score: Raw -27801814.464242 + Penalty 4013.161210 = -27797801.303033
  nChanged 522
		SP:Iteration 43Q (847.600000 sec): 3 clusters
  Score: Raw -27801876.083679 + Penalty 4013.161210 = -27797862.922469
  nChanged 441
		SP:Iteration 44Q (849.400000 sec): 3 clusters
  Score: Raw -27801916.664738 + Penalty 4013.161210 = -27797903.503529
  nChanged 338
		SP:Iteration 45Q (851.170000 sec): 3 clusters
  Score: Raw -27801944.294857 + Penalty 4013.161210 = -27797931.133648
  nChanged 284
		SP:Iteration 46Q (852.640000 sec): 3 clusters
  Score: Raw -27801965.954905 + Penalty 4013.161210 = -27797952.793695
  nChanged 247
		SP:Iteration 47Q (854.190000 sec): 3 clusters
  Score: Raw -27801984.249872 + Penalty 4013.161210 = -27797971.088663
  nChanged 256
		SP:Iteration 48Q (855.700000 sec): 3 clusters
  Score: Raw -27801999.812456 + Penalty 4013.161210 = -27797986.651247
  nChanged 188
		SP:Iteration 49Q (857.170000 sec): 3 clusters
  Score: Raw -27802009.204612 + Penalty 4013.161210 = -27797996.043402
  nChanged 162
		SP:Iteration 50Q (858.740000 sec): 3 clusters
  Score: Raw -27802016.812624 + Penalty 4013.161210 = -27798003.651414
  nChanged 134
		SP:Iteration 51Q (860.180000 sec): 3 clusters
  Score: Raw -27802022.173559 + Penalty 4013.161210 = -27798009.012349
  nChanged 97
		SP:Iteration 52Q (861.710000 sec): 3 clusters
  Score: Raw -27802026.012678 + Penalty 4013.161210 = -27798012.851469
  nChanged 79
		SP:Iteration 53Q (863.340000 sec): 3 clusters
  Score: Raw -27802028.091044 + Penalty 4013.161210 = -27798014.929834
  nChanged 51
		SP:Iteration 54Q (864.650000 sec): 3 clusters
  Score: Raw -27802029.351136 + Penalty 4013.161210 = -27798016.189926
  nChanged 41
		SP:Iteration 55Q (866.220000 sec): 3 clusters
  Score: Raw -27802030.530263 + Penalty 4013.161210 = -27798017.369053
  nChanged 45
		SP:Iteration 56Q (867.950000 sec): 3 clusters
  Score: Raw -27802031.639013 + Penalty 4013.161210 = -27798018.477803
  nChanged 34
		SP:Iteration 57Q (869.320000 sec): 3 clusters
  Score: Raw -27802032.328102 + Penalty 4013.161210 = -27798019.166892
  nChanged 27
		SP:Iteration 58Q (870.700000 sec): 3 clusters
  Score: Raw -27802032.898277 + Penalty 4013.161210 = -27798019.737067
  nChanged 23
		SP:Iteration 59Q (872.220000 sec): 3 clusters
  Score: Raw -27802033.367785 + Penalty 4013.161210 = -27798020.206576
  nChanged 21
		SP:Iteration 60F (873.940000 sec): 3 clusters
  Score: Raw -27802033.717596 + Penalty 4013.161210 = -27798020.556386
  nChanged 18
		SP:Iteration 61Q (875.400000 sec): 3 clusters
  Score: Raw -27802033.949777 + Penalty 4013.161210 = -27798020.788568
  nChanged 10
		SP:Iteration 62Q (876.860000 sec): 3 clusters
  Score: Raw -27802034.116276 + Penalty 4013.161210 = -27798020.955067
  nChanged 12
		SP:Iteration 63Q (878.320000 sec): 3 clusters
  Score: Raw -27802034.306050 + Penalty 4013.161210 = -27798021.144840
  nChanged 16
		SP:Iteration 64Q (879.820000 sec): 3 clusters
  Score: Raw -27802034.509710 + Penalty 4013.161210 = -27798021.348500
  nChanged 14
		SP:Iteration 65Q (881.300000 sec): 3 clusters
  Score: Raw -27802034.745769 + Penalty 4013.161210 = -27798021.584560
  nChanged 12
		SP:Iteration 66Q (883.110000 sec): 3 clusters
  Score: Raw -27802034.901411 + Penalty 4013.161210 = -27798021.740201
  nChanged 10
		SP:Iteration 67Q (884.820000 sec): 3 clusters
  Score: Raw -27802035.047139 + Penalty 4013.161210 = -27798021.885930
  nChanged 6
		SP:Iteration 68Q (886.160000 sec): 3 clusters
  Score: Raw -27802035.135866 + Penalty 4013.161210 = -27798021.974656
  nChanged 8
		SP:Iteration 69Q (887.440000 sec): 3 clusters
  Score: Raw -27802035.289364 + Penalty 4013.161210 = -27798022.128154
  nChanged 7
		SP:Iteration 70Q (888.910000 sec): 3 clusters
  Score: Raw -27802035.403681 + Penalty 4013.161210 = -27798022.242471
  nChanged 10
		SP:Iteration 71Q (890.430000 sec): 3 clusters
  Score: Raw -27802035.532156 + Penalty 4013.161210 = -27798022.370946
  nChanged 6
		SP:Iteration 72Q (891.820000 sec): 3 clusters
  Score: Raw -27802035.632252 + Penalty 4013.161210 = -27798022.471043
  nChanged 4
		SP:Iteration 73Q (893.310000 sec): 3 clusters
  Score: Raw -27802035.705357 + Penalty 4013.161210 = -27798022.544147
  nChanged 5
		SP:Iteration 74Q (894.760000 sec): 3 clusters
  Score: Raw -27802035.775715 + Penalty 4013.161210 = -27798022.614506
  nChanged 7
		SP:Iteration 75Q (896.360000 sec): 3 clusters
  Score: Raw -27802035.905473 + Penalty 4013.161210 = -27798022.744264
  nChanged 7
		SP:Iteration 76Q (897.930000 sec): 3 clusters
  Score: Raw -27802036.007409 + Penalty 4013.161210 = -27798022.846199
  nChanged 7
		SP:Iteration 77Q (899.750000 sec): 3 clusters
  Score: Raw -27802036.085094 + Penalty 4013.161210 = -27798022.923884
  nChanged 4
		SP:Iteration 78Q (901.580000 sec): 3 clusters
  Score: Raw -27802036.114841 + Penalty 4013.161210 = -27798022.953631
  nChanged 0
		SP:Iteration 79F (903.020000 sec): 3 clusters
  Score: Raw -27802036.114841 + Penalty 4013.161210 = -27798022.953631
  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 6.36 GB.

 Trying to split cluster 3 (2833 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (903.260000 sec): 2 clusters
  Score: Raw -182076.821540 + Penalty 1291.727369 = -180785.094172
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (903.440000 sec): 3 clusters
  Score: Raw -181572.583459 + Penalty 2583.454737 = -178989.128722
  nChanged 1240
		SP:Iteration 1F (903.600000 sec): 3 clusters
  Score: Raw -188428.784154 + Penalty 2583.454737 = -185845.329417
  nChanged 502
		SP:Iteration 2F (903.790000 sec): 3 clusters
  Score: Raw -192249.765728 + Penalty 2583.454737 = -189666.310990
  nChanged 183
		SP:Iteration 3F (903.980000 sec): 3 clusters
  Score: Raw -196102.349392 + Penalty 2583.454737 = -193518.894655
  nChanged 129
		SP:Iteration 4Q (904.170000 sec): 3 clusters
  Score: Raw -198666.921960 + Penalty 2583.454737 = -196083.467223
  nChanged 87
		SP:Iteration 5Q (904.340000 sec): 3 clusters
  Score: Raw -199372.841935 + Penalty 2583.454737 = -196789.387198
  nChanged 65
		SP:Iteration 6Q (904.480000 sec): 3 clusters
  Score: Raw -199705.823506 + Penalty 2583.454737 = -197122.368769
  nChanged 52
		SP:Iteration 7Q (904.660000 sec): 3 clusters
  Score: Raw -199882.998981 + Penalty 2583.454737 = -197299.544243
  nChanged 27
		SP:Iteration 8Q (904.830000 sec): 3 clusters
  Score: Raw -199959.786669 + Penalty 2583.454737 = -197376.331931
  nChanged 19
		SP:Iteration 9Q (905.020000 sec): 3 clusters
  Score: Raw -200005.249687 + Penalty 2583.454737 = -197421.794949
  nChanged 16
		SP:Iteration 10Q (905.150000 sec): 3 clusters
  Score: Raw -200046.427878 + Penalty 2583.454737 = -197462.973140
  nChanged 16
		SP:Iteration 11Q (905.300000 sec): 3 clusters
  Score: Raw -200088.444649 + Penalty 2583.454737 = -197504.989912
  nChanged 15
		SP:Iteration 12Q (905.430000 sec): 3 clusters
  Score: Raw -200115.813874 + Penalty 2583.454737 = -197532.359136
  nChanged 11
		SP:Iteration 13Q (905.600000 sec): 3 clusters
  Score: Raw -200127.711040 + Penalty 2583.454737 = -197544.256303
  nChanged 4
		SP:Iteration 14Q (905.770000 sec): 3 clusters
  Score: Raw -200131.179129 + Penalty 2583.454737 = -197547.724392
  nChanged 3
		SP:Iteration 15Q (905.910000 sec): 3 clusters
  Score: Raw -200134.190730 + Penalty 2583.454737 = -197550.735992
  nChanged 4
		SP:Iteration 16Q (906.150000 sec): 3 clusters
  Score: Raw -200137.509919 + Penalty 2583.454737 = -197554.055181
  nChanged 4
		SP:Iteration 17Q (906.330000 sec): 3 clusters
  Score: Raw -200140.178433 + Penalty 2583.454737 = -197556.723696
  nChanged 3
		SP:Iteration 18Q (906.540000 sec): 3 clusters
  Score: Raw -200141.609488 + Penalty 2583.454737 = -197558.154750
  nChanged 0
		SP:Iteration 19F (906.730000 sec): 3 clusters
  Score: Raw -200217.972285 + Penalty 2583.454737 = -197634.517547
  nChanged 15
		SP:Iteration 20F (906.950000 sec): 3 clusters
  Score: Raw -200276.298232 + Penalty 2583.454737 = -197692.843494
  nChanged 8
		SP:Iteration 21Q (907.070000 sec): 3 clusters
  Score: Raw -200290.894586 + Penalty 2583.454737 = -197707.439848
  nChanged 4
		SP:Iteration 22Q (907.210000 sec): 3 clusters
  Score: Raw -200298.203658 + Penalty 2583.454737 = -197714.748920
  nChanged 2
		SP:Iteration 23Q (907.360000 sec): 3 clusters
  Score: Raw -200299.635832 + Penalty 2583.454737 = -197716.181095
  nChanged 0
		SP:Iteration 24F (907.520000 sec): 3 clusters
  Score: Raw -200299.635832 + Penalty 2583.454737 = -197716.181095
  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 6.36 GB.

 Trying to split cluster 5 (20754 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (907.830000 sec): 2 clusters
  Score: Raw -2427084.499602 + Penalty 1615.330320 = -2425469.169282
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (908.130000 sec): 3 clusters
  Score: Raw -2414544.109005 + Penalty 3230.660640 = -2411313.448365
  nChanged 9436
		SP:Iteration 1F (908.410000 sec): 3 clusters
  Score: Raw -2420101.000460 + Penalty 3230.660640 = -2416870.339819
  nChanged 1342
		SP:Iteration 2F (908.760000 sec): 3 clusters
  Score: Raw -2420967.031436 + Penalty 3230.660640 = -2417736.370795
  nChanged 1538
		SP:Iteration 3F (909.100000 sec): 3 clusters
  Score: Raw -2422325.641821 + Penalty 3230.660640 = -2419094.981181
  nChanged 1657
		SP:Iteration 4F (909.380000 sec): 3 clusters
  Score: Raw -2424382.213281 + Penalty 3230.660640 = -2421151.552640
  nChanged 1732
		SP:Iteration 5F (909.680000 sec): 3 clusters
  Score: Raw -2426873.196467 + Penalty 3230.660640 = -2423642.535827
  nChanged 1699
		SP:Iteration 6F (909.980000 sec): 3 clusters
  Score: Raw -2429140.596559 + Penalty 3230.660640 = -2425909.935918
  nChanged 1408
		SP:Iteration 7F (910.240000 sec): 3 clusters
  Score: Raw -2430872.054685 + Penalty 3230.660640 = -2427641.394044
  nChanged 1023
		SP:Iteration 8Q (910.530000 sec): 3 clusters
  Score: Raw -2432094.813461 + Penalty 3230.660640 = -2428864.152820
  nChanged 703
		SP:Iteration 9Q (910.840000 sec): 3 clusters
  Score: Raw -2432821.999159 + Penalty 3230.660640 = -2429591.338519
  nChanged 511
		SP:Iteration 10Q (911.140000 sec): 3 clusters
  Score: Raw -2433192.223730 + Penalty 3230.660640 = -2429961.563090
  nChanged 322
		SP:Iteration 11Q (911.430000 sec): 3 clusters
  Score: Raw -2433363.098693 + Penalty 3230.660640 = -2430132.438052
  nChanged 255
		SP:Iteration 12Q (911.770000 sec): 3 clusters
  Score: Raw -2433491.094663 + Penalty 3230.660640 = -2430260.434023
  nChanged 239
		SP:Iteration 13Q (912.020000 sec): 3 clusters
  Score: Raw -2433606.725247 + Penalty 3230.660640 = -2430376.064607
  nChanged 212
		SP:Iteration 14Q (912.410000 sec): 3 clusters
  Score: Raw -2433693.896824 + Penalty 3230.660640 = -2430463.236184
  nChanged 175
		SP:Iteration 15Q (912.720000 sec): 3 clusters
  Score: Raw -2433752.442660 + Penalty 3230.660640 = -2430521.782019
  nChanged 135
		SP:Iteration 16Q (913.020000 sec): 3 clusters
  Score: Raw -2433792.321122 + Penalty 3230.660640 = -2430561.660482
  nChanged 119
		SP:Iteration 17Q (913.320000 sec): 3 clusters
  Score: Raw -2433824.043844 + Penalty 3230.660640 = -2430593.383203
  nChanged 109
		SP:Iteration 18Q (913.580000 sec): 3 clusters
  Score: Raw -2433851.909262 + Penalty 3230.660640 = -2430621.248621
  nChanged 110
		SP:Iteration 19Q (913.880000 sec): 3 clusters
  Score: Raw -2433881.404083 + Penalty 3230.660640 = -2430650.743443
  nChanged 106
		SP:Iteration 20F (914.180000 sec): 3 clusters
  Score: Raw -2433914.442705 + Penalty 3230.660640 = -2430683.782065
  nChanged 95
		SP:Iteration 21Q (914.520000 sec): 3 clusters
  Score: Raw -2433942.381131 + Penalty 3230.660640 = -2430711.720491
  nChanged 92
		SP:Iteration 22Q (914.830000 sec): 3 clusters
  Score: Raw -2433972.564014 + Penalty 3230.660640 = -2430741.903374
  nChanged 94
		SP:Iteration 23Q (915.120000 sec): 3 clusters
  Score: Raw -2434003.081323 + Penalty 3230.660640 = -2430772.420683
  nChanged 98
		SP:Iteration 24Q (915.450000 sec): 3 clusters
  Score: Raw -2434032.830692 + Penalty 3230.660640 = -2430802.170052
  nChanged 93
		SP:Iteration 25Q (915.820000 sec): 3 clusters
  Score: Raw -2434064.193750 + Penalty 3230.660640 = -2430833.533110
  nChanged 81
		SP:Iteration 26Q (916.090000 sec): 3 clusters
  Score: Raw -2434087.752134 + Penalty 3230.660640 = -2430857.091493
  nChanged 71
		SP:Iteration 27Q (916.370000 sec): 3 clusters
  Score: Raw -2434108.033953 + Penalty 3230.660640 = -2430877.373312
  nChanged 72
		SP:Iteration 28Q (916.670000 sec): 3 clusters
  Score: Raw -2434129.730493 + Penalty 3230.660640 = -2430899.069853
  nChanged 78
		SP:Iteration 29Q (917.040000 sec): 3 clusters
  Score: Raw -2434154.068717 + Penalty 3230.660640 = -2430923.408077
  nChanged 76
		SP:Iteration 30Q (917.340000 sec): 3 clusters
  Score: Raw -2434174.524849 + Penalty 3230.660640 = -2430943.864208
  nChanged 73
		SP:Iteration 31Q (917.640000 sec): 3 clusters
  Score: Raw -2434193.076384 + Penalty 3230.660640 = -2430962.415743
  nChanged 58
		SP:Iteration 32Q (917.910000 sec): 3 clusters
  Score: Raw -2434205.454726 + Penalty 3230.660640 = -2430974.794086
  nChanged 46
		SP:Iteration 33Q (918.240000 sec): 3 clusters
  Score: Raw -2434218.764131 + Penalty 3230.660640 = -2430988.103490
  nChanged 47
		SP:Iteration 34Q (918.600000 sec): 3 clusters
  Score: Raw -2434228.891232 + Penalty 3230.660640 = -2430998.230592
  nChanged 39
		SP:Iteration 35Q (918.880000 sec): 3 clusters
  Score: Raw -2434234.744447 + Penalty 3230.660640 = -2431004.083807
  nChanged 29
		SP:Iteration 36Q (919.170000 sec): 3 clusters
  Score: Raw -2434239.269041 + Penalty 3230.660640 = -2431008.608401
  nChanged 29
		SP:Iteration 37Q (919.450000 sec): 3 clusters
  Score: Raw -2434244.573169 + Penalty 3230.660640 = -2431013.912529
  nChanged 20
		SP:Iteration 38Q (919.770000 sec): 3 clusters
  Score: Raw -2434248.087537 + Penalty 3230.660640 = -2431017.426897
  nChanged 29
		SP:Iteration 39Q (920.060000 sec): 3 clusters
  Score: Raw -2434252.724018 + Penalty 3230.660640 = -2431022.063377
  nChanged 19
		SP:Iteration 40F (920.350000 sec): 3 clusters
  Score: Raw -2434257.546277 + Penalty 3230.660640 = -2431026.885636
  nChanged 17
		SP:Iteration 41Q (920.640000 sec): 3 clusters
  Score: Raw -2434260.196415 + Penalty 3230.660640 = -2431029.535775
  nChanged 14
		SP:Iteration 42Q (920.930000 sec): 3 clusters
  Score: Raw -2434261.676998 + Penalty 3230.660640 = -2431031.016357
  nChanged 9
		SP:Iteration 43Q (921.250000 sec): 3 clusters
  Score: Raw -2434262.645008 + Penalty 3230.660640 = -2431031.984368
  nChanged 10
		SP:Iteration 44Q (921.520000 sec): 3 clusters
  Score: Raw -2434263.646871 + Penalty 3230.660640 = -2431032.986230
  nChanged 7
		SP:Iteration 45Q (921.810000 sec): 3 clusters
  Score: Raw -2434264.301523 + Penalty 3230.660640 = -2431033.640883
  nChanged 4
		SP:Iteration 46Q (922.120000 sec): 3 clusters
  Score: Raw -2434264.504140 + Penalty 3230.660640 = -2431033.843500
  nChanged 5
		SP:Iteration 47Q (922.410000 sec): 3 clusters
  Score: Raw -2434265.143692 + Penalty 3230.660640 = -2431034.483052
  nChanged 5
		SP:Iteration 48Q (922.690000 sec): 3 clusters
  Score: Raw -2434265.740391 + Penalty 3230.660640 = -2431035.079750
  nChanged 5
		SP:Iteration 49Q (922.980000 sec): 3 clusters
  Score: Raw -2434266.196279 + Penalty 3230.660640 = -2431035.535639
  nChanged 6
		SP:Iteration 50Q (923.270000 sec): 3 clusters
  Score: Raw -2434266.642543 + Penalty 3230.660640 = -2431035.981903
  nChanged 5
		SP:Iteration 51Q (923.560000 sec): 3 clusters
  Score: Raw -2434266.917499 + Penalty 3230.660640 = -2431036.256858
  nChanged 2
		SP:Iteration 52Q (923.870000 sec): 3 clusters
  Score: Raw -2434267.073059 + Penalty 3230.660640 = -2431036.412418
  nChanged 2
		SP:Iteration 53Q (924.180000 sec): 3 clusters
  Score: Raw -2434267.166749 + Penalty 3230.660640 = -2431036.506108
  nChanged 3
		SP:Iteration 54Q (924.490000 sec): 3 clusters
  Score: Raw -2434267.265904 + Penalty 3230.660640 = -2431036.605263
  nChanged 1
		SP:Iteration 55Q (924.780000 sec): 3 clusters
  Score: Raw -2434267.322858 + Penalty 3230.660640 = -2431036.662218
  nChanged 1
		SP:Iteration 56Q (925.030000 sec): 3 clusters
  Score: Raw -2434267.378020 + Penalty 3230.660640 = -2431036.717380
  nChanged 0
		SP:Iteration 57F (925.300000 sec): 3 clusters
  Score: Raw -2434267.378020 + Penalty 3230.660640 = -2431036.717380
  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 6.36 GB.

 Trying to split cluster 6 (14237 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (925.450000 sec): 2 clusters
  Score: Raw -1672655.972908 + Penalty 1554.084917 = -1671101.887991
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (925.760000 sec): 3 clusters
  Score: Raw -1664563.988523 + Penalty 3108.169834 = -1661455.818689
  nChanged 6265
		SP:Iteration 1F (926.000000 sec): 3 clusters
  Score: Raw -1669278.160533 + Penalty 3108.169834 = -1666169.990699
  nChanged 1556
		SP:Iteration 2F (926.260000 sec): 3 clusters
  Score: Raw -1672165.655763 + Penalty 3108.169834 = -1669057.485929
  nChanged 1852
		SP:Iteration 3F (926.580000 sec): 3 clusters
  Score: Raw -1675526.393592 + Penalty 3108.169834 = -1672418.223758
  nChanged 1607
		SP:Iteration 4F (926.810000 sec): 3 clusters
  Score: Raw -1678019.841909 + Penalty 3108.169834 = -1674911.672075
  nChanged 1132
		SP:Iteration 5F (927.070000 sec): 3 clusters
  Score: Raw -1679757.670699 + Penalty 3108.169834 = -1676649.500865
  nChanged 774
		SP:Iteration 6F (927.370000 sec): 3 clusters
  Score: Raw -1680967.053969 + Penalty 3108.169834 = -1677858.884135
  nChanged 476
		SP:Iteration 7Q (927.560000 sec): 3 clusters
  Score: Raw -1681476.110859 + Penalty 3108.169834 = -1678367.941025
  nChanged 219
		SP:Iteration 8Q (927.800000 sec): 3 clusters
  Score: Raw -1681601.661891 + Penalty 3108.169834 = -1678493.492057
  nChanged 93
		SP:Iteration 9Q (928.060000 sec): 3 clusters
  Score: Raw -1681631.572479 + Penalty 3108.169834 = -1678523.402645
  nChanged 41
		SP:Iteration 10Q (928.310000 sec): 3 clusters
  Score: Raw -1681640.203311 + Penalty 3108.169834 = -1678532.033478
  nChanged 21
		SP:Iteration 11Q (928.560000 sec): 3 clusters
  Score: Raw -1681643.561699 + Penalty 3108.169834 = -1678535.391866
  nChanged 17
		SP:Iteration 12Q (928.850000 sec): 3 clusters
  Score: Raw -1681645.701899 + Penalty 3108.169834 = -1678537.532065
  nChanged 9
		SP:Iteration 13Q (929.100000 sec): 3 clusters
  Score: Raw -1681647.107239 + Penalty 3108.169834 = -1678538.937405
  nChanged 6
		SP:Iteration 14Q (929.330000 sec): 3 clusters
  Score: Raw -1681648.169220 + Penalty 3108.169834 = -1678539.999386
  nChanged 4
		SP:Iteration 15Q (929.650000 sec): 3 clusters
  Score: Raw -1681648.624731 + Penalty 3108.169834 = -1678540.454897
  nChanged 4
		SP:Iteration 16Q (929.940000 sec): 3 clusters
  Score: Raw -1681648.994685 + Penalty 3108.169834 = -1678540.824852
  nChanged 1
		SP:Iteration 17Q (930.210000 sec): 3 clusters
  Score: Raw -1681649.074078 + Penalty 3108.169834 = -1678540.904244
  nChanged 2
		SP:Iteration 18Q (930.420000 sec): 3 clusters
  Score: Raw -1681649.247156 + Penalty 3108.169834 = -1678541.077322
  nChanged 0
		SP:Iteration 19F (930.680000 sec): 3 clusters
  Score: Raw -1681649.247156 + Penalty 3108.169834 = -1678541.077322
  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 6.36 GB.

 Trying to split cluster 7 (33990 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (930.920000 sec): 2 clusters
  Score: Raw -4051408.670244 + Penalty 1695.496017 = -4049713.174227
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (931.250000 sec): 3 clusters
  Score: Raw -4030358.321901 + Penalty 3390.992034 = -4026967.329868
  nChanged 15762
		SP:Iteration 1F (931.610000 sec): 3 clusters
  Score: Raw -4041189.678293 + Penalty 3390.992034 = -4037798.686259
  nChanged 3166
		SP:Iteration 2F (932.010000 sec): 3 clusters
  Score: Raw -4044444.123097 + Penalty 3390.992034 = -4041053.131063
  nChanged 3538
		SP:Iteration 3F (932.460000 sec): 3 clusters
  Score: Raw -4047807.647676 + Penalty 3390.992034 = -4044416.655643
  nChanged 2999
		SP:Iteration 4F (932.850000 sec): 3 clusters
  Score: Raw -4050502.304716 + Penalty 3390.992034 = -4047111.312683
  nChanged 2181
		SP:Iteration 5F (933.240000 sec): 3 clusters
  Score: Raw -4052148.065030 + Penalty 3390.992034 = -4048757.072996
  nChanged 1490
		SP:Iteration 6Q (933.640000 sec): 3 clusters
  Score: Raw -4053090.743154 + Penalty 3390.992034 = -4049699.751120
  nChanged 1048
		SP:Iteration 7Q (933.970000 sec): 3 clusters
  Score: Raw -4053740.146154 + Penalty 3390.992034 = -4050349.154120
  nChanged 905
		SP:Iteration 8Q (934.360000 sec): 3 clusters
  Score: Raw -4054357.233027 + Penalty 3390.992034 = -4050966.240994
  nChanged 819
		SP:Iteration 9Q (934.700000 sec): 3 clusters
  Score: Raw -4054893.735671 + Penalty 3390.992034 = -4051502.743637
  nChanged 752
		SP:Iteration 10Q (935.060000 sec): 3 clusters
  Score: Raw -4055355.081895 + Penalty 3390.992034 = -4051964.089861
  nChanged 652
		SP:Iteration 11Q (935.440000 sec): 3 clusters
  Score: Raw -4055664.805668 + Penalty 3390.992034 = -4052273.813634
  nChanged 501
		SP:Iteration 12Q (935.780000 sec): 3 clusters
  Score: Raw -4055840.044889 + Penalty 3390.992034 = -4052449.052856
  nChanged 331
		SP:Iteration 13Q (936.230000 sec): 3 clusters
  Score: Raw -4055939.111690 + Penalty 3390.992034 = -4052548.119656
  nChanged 231
		SP:Iteration 14Q (936.560000 sec): 3 clusters
  Score: Raw -4056000.095911 + Penalty 3390.992034 = -4052609.103877
  nChanged 196
		SP:Iteration 15Q (936.920000 sec): 3 clusters
  Score: Raw -4056043.371008 + Penalty 3390.992034 = -4052652.378974
  nChanged 144
		SP:Iteration 16Q (937.270000 sec): 3 clusters
  Score: Raw -4056071.356819 + Penalty 3390.992034 = -4052680.364785
  nChanged 113
		SP:Iteration 17Q (937.730000 sec): 3 clusters
  Score: Raw -4056094.216506 + Penalty 3390.992034 = -4052703.224472
  nChanged 116
		SP:Iteration 18Q (938.170000 sec): 3 clusters
  Score: Raw -4056113.913233 + Penalty 3390.992034 = -4052722.921199
  nChanged 86
		SP:Iteration 19Q (938.510000 sec): 3 clusters
  Score: Raw -4056123.666266 + Penalty 3390.992034 = -4052732.674232
  nChanged 62
		SP:Iteration 20F (938.980000 sec): 3 clusters
  Score: Raw -4056128.289896 + Penalty 3390.992034 = -4052737.297862
  nChanged 35
		SP:Iteration 21Q (939.330000 sec): 3 clusters
  Score: Raw -4056130.597286 + Penalty 3390.992034 = -4052739.605252
  nChanged 24
		SP:Iteration 22Q (939.680000 sec): 3 clusters
  Score: Raw -4056132.435078 + Penalty 3390.992034 = -4052741.443044
  nChanged 23
		SP:Iteration 23Q (940.070000 sec): 3 clusters
  Score: Raw -4056133.660706 + Penalty 3390.992034 = -4052742.668673
  nChanged 18
		SP:Iteration 24Q (940.350000 sec): 3 clusters
  Score: Raw -4056134.408484 + Penalty 3390.992034 = -4052743.416450
  nChanged 16
		SP:Iteration 25Q (940.780000 sec): 3 clusters
  Score: Raw -4056134.976013 + Penalty 3390.992034 = -4052743.983979
  nChanged 11
		SP:Iteration 26Q (941.190000 sec): 3 clusters
  Score: Raw -4056135.362807 + Penalty 3390.992034 = -4052744.370774
  nChanged 6
		SP:Iteration 27Q (941.600000 sec): 3 clusters
  Score: Raw -4056135.522026 + Penalty 3390.992034 = -4052744.529992
  nChanged 5
		SP:Iteration 28Q (942.040000 sec): 3 clusters
  Score: Raw -4056135.748591 + Penalty 3390.992034 = -4052744.756557
  nChanged 10
		SP:Iteration 29Q (942.390000 sec): 3 clusters
  Score: Raw -4056136.590169 + Penalty 3390.992034 = -4052745.598135
  nChanged 10
		SP:Iteration 30Q (942.780000 sec): 3 clusters
  Score: Raw -4056137.210668 + Penalty 3390.992034 = -4052746.218634
  nChanged 14
		SP:Iteration 31Q (943.170000 sec): 3 clusters
  Score: Raw -4056138.022544 + Penalty 3390.992034 = -4052747.030510
  nChanged 10
		SP:Iteration 32Q (943.560000 sec): 3 clusters
  Score: Raw -4056138.492654 + Penalty 3390.992034 = -4052747.500620
  nChanged 6
		SP:Iteration 33Q (943.950000 sec): 3 clusters
  Score: Raw -4056138.794142 + Penalty 3390.992034 = -4052747.802108
  nChanged 8
		SP:Iteration 34Q (944.340000 sec): 3 clusters
  Score: Raw -4056139.035748 + Penalty 3390.992034 = -4052748.043714
  nChanged 7
		SP:Iteration 35Q (944.630000 sec): 3 clusters
  Score: Raw -4056139.279314 + Penalty 3390.992034 = -4052748.287280
  nChanged 9
		SP:Iteration 36Q (945.020000 sec): 3 clusters
  Score: Raw -4056139.841953 + Penalty 3390.992034 = -4052748.849919
  nChanged 12
		SP:Iteration 37Q (945.300000 sec): 3 clusters
  Score: Raw -4056140.671467 + Penalty 3390.992034 = -4052749.679433
  nChanged 16
		SP:Iteration 38Q (945.670000 sec): 3 clusters
  Score: Raw -4056141.747359 + Penalty 3390.992034 = -4052750.755325
  nChanged 13
		SP:Iteration 39Q (945.990000 sec): 3 clusters
  Score: Raw -4056142.614494 + Penalty 3390.992034 = -4052751.622460
  nChanged 13
		SP:Iteration 40F (946.320000 sec): 3 clusters
  Score: Raw -4056143.387128 + Penalty 3390.992034 = -4052752.395094
  nChanged 10
		SP:Iteration 41Q (946.660000 sec): 3 clusters
  Score: Raw -4056143.907834 + Penalty 3390.992034 = -4052752.915800
  nChanged 12
		SP:Iteration 42Q (947.030000 sec): 3 clusters
  Score: Raw -4056144.581676 + Penalty 3390.992034 = -4052753.589642
  nChanged 10
		SP:Iteration 43Q (947.410000 sec): 3 clusters
  Score: Raw -4056145.446524 + Penalty 3390.992034 = -4052754.454490
  nChanged 10
		SP:Iteration 44Q (947.780000 sec): 3 clusters
  Score: Raw -4056146.402196 + Penalty 3390.992034 = -4052755.410163
  nChanged 13
		SP:Iteration 45Q (948.140000 sec): 3 clusters
  Score: Raw -4056147.166993 + Penalty 3390.992034 = -4052756.174959
  nChanged 10
		SP:Iteration 46Q (948.480000 sec): 3 clusters
  Score: Raw -4056147.671583 + Penalty 3390.992034 = -4052756.679549
  nChanged 13
		SP:Iteration 47Q (948.820000 sec): 3 clusters
  Score: Raw -4056148.554779 + Penalty 3390.992034 = -4052757.562745
  nChanged 10
		SP:Iteration 48Q (949.200000 sec): 3 clusters
  Score: Raw -4056149.118290 + Penalty 3390.992034 = -4052758.126256
  nChanged 7
		SP:Iteration 49Q (949.630000 sec): 3 clusters
  Score: Raw -4056149.550366 + Penalty 3390.992034 = -4052758.558332
  nChanged 8
		SP:Iteration 50Q (950.020000 sec): 3 clusters
  Score: Raw -4056150.012845 + Penalty 3390.992034 = -4052759.020811
  nChanged 4
		SP:Iteration 51Q (950.360000 sec): 3 clusters
  Score: Raw -4056150.245541 + Penalty 3390.992034 = -4052759.253507
  nChanged 9
		SP:Iteration 52Q (950.740000 sec): 3 clusters
  Score: Raw -4056150.641878 + Penalty 3390.992034 = -4052759.649844
  nChanged 7
		SP:Iteration 53Q (951.120000 sec): 3 clusters
  Score: Raw -4056150.960518 + Penalty 3390.992034 = -4052759.968484
  nChanged 8
		SP:Iteration 54Q (951.490000 sec): 3 clusters
  Score: Raw -4056151.286416 + Penalty 3390.992034 = -4052760.294382
  nChanged 11
		SP:Iteration 55Q (951.850000 sec): 3 clusters
  Score: Raw -4056152.091597 + Penalty 3390.992034 = -4052761.099563
  nChanged 9
		SP:Iteration 56Q (952.210000 sec): 3 clusters
  Score: Raw -4056152.531524 + Penalty 3390.992034 = -4052761.539491
  nChanged 6
		SP:Iteration 57Q (952.550000 sec): 3 clusters
  Score: Raw -4056152.843396 + Penalty 3390.992034 = -4052761.851362
  nChanged 5
		SP:Iteration 58Q (952.950000 sec): 3 clusters
  Score: Raw -4056153.039451 + Penalty 3390.992034 = -4052762.047417
  nChanged 5
		SP:Iteration 59Q (953.330000 sec): 3 clusters
  Score: Raw -4056153.337003 + Penalty 3390.992034 = -4052762.344969
  nChanged 1
		SP:Iteration 60F (953.710000 sec): 3 clusters
  Score: Raw -4056153.394075 + Penalty 3390.992034 = -4052762.402041
  nChanged 1
		SP:Iteration 61Q (954.090000 sec): 3 clusters
  Score: Raw -4056153.449025 + Penalty 3390.992034 = -4052762.456991
  nChanged 2
		SP:Iteration 62Q (954.450000 sec): 3 clusters
  Score: Raw -4056153.531416 + Penalty 3390.992034 = -4052762.539382
  nChanged 2
		SP:Iteration 63Q (954.790000 sec): 3 clusters
  Score: Raw -4056153.606484 + Penalty 3390.992034 = -4052762.614450
  nChanged 2
		SP:Iteration 64Q (955.200000 sec): 3 clusters
  Score: Raw -4056153.688853 + Penalty 3390.992034 = -4052762.696819
  nChanged 1
		SP:Iteration 65Q (955.530000 sec): 3 clusters
  Score: Raw -4056153.763345 + Penalty 3390.992034 = -4052762.771312
  nChanged 1
		SP:Iteration 66Q (955.840000 sec): 3 clusters
  Score: Raw -4056153.794262 + Penalty 3390.992034 = -4052762.802228
  nChanged 0
		SP:Iteration 67F (956.190000 sec): 3 clusters
  Score: Raw -4056153.794262 + Penalty 3390.992034 = -4052762.802228
  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 6.36 GB.

 Trying to split cluster 8 (1463 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (956.330000 sec): 2 clusters
  Score: Raw -168937.532116 + Penalty 1184.339715 = -167753.192401
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (956.470000 sec): 3 clusters
  Score: Raw -168371.659350 + Penalty 2368.679430 = -166002.979920
  nChanged 489
		SP:Iteration 1F (956.610000 sec): 3 clusters
  Score: Raw -168833.765058 + Penalty 2368.679430 = -166465.085627
  nChanged 147
		SP:Iteration 2F (956.710000 sec): 3 clusters
  Score: Raw -169128.554082 + Penalty 2368.679430 = -166759.874652
  nChanged 133
		SP:Iteration 3F (956.850000 sec): 3 clusters
  Score: Raw -169549.283706 + Penalty 2368.679430 = -167180.604275
  nChanged 125
		SP:Iteration 4F (956.990000 sec): 3 clusters
  Score: Raw -169874.511691 + Penalty 2368.679430 = -167505.832261
  nChanged 93
		SP:Iteration 5F (957.130000 sec): 3 clusters
  Score: Raw -170014.948891 + Penalty 2368.679430 = -167646.269461
  nChanged 60
		SP:Iteration 6Q (957.350000 sec): 3 clusters
  Score: Raw -170095.008685 + Penalty 2368.679430 = -167726.329255
  nChanged 46
		SP:Iteration 7Q (957.530000 sec): 3 clusters
  Score: Raw -170182.801833 + Penalty 2368.679430 = -167814.122403
  nChanged 37
		SP:Iteration 8Q (957.690000 sec): 3 clusters
  Score: Raw -170238.314738 + Penalty 2368.679430 = -167869.635308
  nChanged 23
		SP:Iteration 9Q (957.830000 sec): 3 clusters
  Score: Raw -170268.391349 + Penalty 2368.679430 = -167899.711919
  nChanged 13
		SP:Iteration 10Q (958.040000 sec): 3 clusters
  Score: Raw -170279.910579 + Penalty 2368.679430 = -167911.231149
  nChanged 1
		SP:Iteration 11Q (958.160000 sec): 3 clusters
  Score: Raw -170280.500802 + Penalty 2368.679430 = -167911.821371
  nChanged 0
		SP:Iteration 12F (958.340000 sec): 3 clusters
  Score: Raw -170280.500802 + Penalty 2368.679430 = -167911.821371
  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 6.36 GB.

 Trying to split cluster 9 (355312 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (960.550000 sec): 2 clusters
  Score: Raw -43536174.244890 + Penalty 2076.872128 = -43534097.372762
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (962.660000 sec): 3 clusters
  Score: Raw -43298111.000842 + Penalty 4153.744256 = -43293957.256586
  nChanged 173622
		SP:Iteration 1F (964.900000 sec): 3 clusters
  Score: Raw -43403209.327561 + Penalty 4153.744256 = -43399055.583305
  nChanged 9668
		SP:Iteration 2Q (967.160000 sec): 3 clusters
  Score: Raw -43405422.524273 + Penalty 4153.744256 = -43401268.780018
  nChanged 11625
		SP:Iteration 3Q (969.540000 sec): 3 clusters
  Score: Raw -43408707.355070 + Penalty 4153.744256 = -43404553.610814
  nChanged 14279
		SP:Iteration 4Q (972.240000 sec): 3 clusters
  Score: Raw -43413707.112590 + Penalty 4153.744256 = -43409553.368334
  nChanged 17361
		SP:Iteration 5Q (975.300000 sec): 3 clusters
  Score: Raw -43421048.952282 + Penalty 4153.744256 = -43416895.208026
  nChanged 20201
		SP:Iteration 6F (977.380000 sec): 3 clusters
  Score: Raw -43430638.004701 + Penalty 4153.744256 = -43426484.260445
  nChanged 21765
		SP:Iteration 7F (979.590000 sec): 3 clusters
  Score: Raw -43441708.111361 + Penalty 4153.744256 = -43437554.367105
  nChanged 21671
		SP:Iteration 8F (981.740000 sec): 3 clusters
  Score: Raw -43452902.907810 + Penalty 4153.744256 = -43448749.163554
  nChanged 20096
		SP:Iteration 9F (983.950000 sec): 3 clusters
  Score: Raw -43463295.145382 + Penalty 4153.744256 = -43459141.401126
  nChanged 18458
		SP:Iteration 10F (986.240000 sec): 3 clusters
  Score: Raw -43473313.470414 + Penalty 4153.744256 = -43469159.726159
  nChanged 17489
		SP:Iteration 11Q (988.900000 sec): 3 clusters
  Score: Raw -43483802.786199 + Penalty 4153.744256 = -43479649.041943
  nChanged 17056
		SP:Iteration 12Q (991.800000 sec): 3 clusters
  Score: Raw -43495387.059986 + Penalty 4153.744256 = -43491233.315730
  nChanged 16067
		SP:Iteration 13Q (993.940000 sec): 3 clusters
  Score: Raw -43507372.105398 + Penalty 4153.744256 = -43503218.361142
  nChanged 13666
		SP:Iteration 14Q (996.210000 sec): 3 clusters
  Score: Raw -43518170.606380 + Penalty 4153.744256 = -43514016.862124
  nChanged 10144
		SP:Iteration 15Q (998.190000 sec): 3 clusters
  Score: Raw -43526122.203672 + Penalty 4153.744256 = -43521968.459417
  nChanged 6505
		SP:Iteration 16Q (1000.330000 sec): 3 clusters
  Score: Raw -43530946.610574 + Penalty 4153.744256 = -43526792.866318
  nChanged 3797
		SP:Iteration 17Q (1002.370000 sec): 3 clusters
  Score: Raw -43533560.372402 + Penalty 4153.744256 = -43529406.628146
  nChanged 2156
		SP:Iteration 18Q (1004.280000 sec): 3 clusters
  Score: Raw -43534917.451598 + Penalty 4153.744256 = -43530763.707342
  nChanged 1234
		SP:Iteration 19Q (1006.730000 sec): 3 clusters
  Score: Raw -43535620.903162 + Penalty 4153.744256 = -43531467.158906
  nChanged 746
		SP:Iteration 20F (1009.010000 sec): 3 clusters
  Score: Raw -43536018.386711 + Penalty 4153.744256 = -43531864.642455
  nChanged 477
		SP:Iteration 21Q (1010.850000 sec): 3 clusters
  Score: Raw -43536289.113883 + Penalty 4153.744256 = -43532135.369628
  nChanged 305
		SP:Iteration 22Q (1012.750000 sec): 3 clusters
  Score: Raw -43536465.823687 + Penalty 4153.744256 = -43532312.079431
  nChanged 212
		SP:Iteration 23Q (1014.660000 sec): 3 clusters
  Score: Raw -43536583.706881 + Penalty 4153.744256 = -43532429.962626
  nChanged 151
		SP:Iteration 24Q (1016.480000 sec): 3 clusters
  Score: Raw -43536659.359351 + Penalty 4153.744256 = -43532505.615096
  nChanged 106
		SP:Iteration 25Q (1018.470000 sec): 3 clusters
  Score: Raw -43536700.373104 + Penalty 4153.744256 = -43532546.628848
  nChanged 68
		SP:Iteration 26Q (1020.240000 sec): 3 clusters
  Score: Raw -43536723.974506 + Penalty 4153.744256 = -43532570.230251
  nChanged 46
		SP:Iteration 27Q (1022.360000 sec): 3 clusters
  Score: Raw -43536739.730320 + Penalty 4153.744256 = -43532585.986064
  nChanged 37
		SP:Iteration 28Q (1023.990000 sec): 3 clusters
  Score: Raw -43536750.355113 + Penalty 4153.744256 = -43532596.610857
  nChanged 26
		SP:Iteration 29Q (1025.760000 sec): 3 clusters
  Score: Raw -43536757.867746 + Penalty 4153.744256 = -43532604.123490
  nChanged 29
		SP:Iteration 30Q (1027.640000 sec): 3 clusters
  Score: Raw -43536767.838260 + Penalty 4153.744256 = -43532614.094004
  nChanged 26
		SP:Iteration 31Q (1029.310000 sec): 3 clusters
  Score: Raw -43536777.145798 + Penalty 4153.744256 = -43532623.401542
  nChanged 16
		SP:Iteration 32Q (1031.150000 sec): 3 clusters
  Score: Raw -43536783.153494 + Penalty 4153.744256 = -43532629.409238
  nChanged 16
		SP:Iteration 33Q (1032.960000 sec): 3 clusters
  Score: Raw -43536789.621761 + Penalty 4153.744256 = -43532635.877506
  nChanged 15
		SP:Iteration 34Q (1034.690000 sec): 3 clusters
  Score: Raw -43536795.312942 + Penalty 4153.744256 = -43532641.568686
  nChanged 20
		SP:Iteration 35Q (1037.160000 sec): 3 clusters
  Score: Raw -43536801.702135 + Penalty 4153.744256 = -43532647.957879
  nChanged 20
		SP:Iteration 36Q (1038.930000 sec): 3 clusters
  Score: Raw -43536807.314667 + Penalty 4153.744256 = -43532653.570411
  nChanged 17
		SP:Iteration 37Q (1040.730000 sec): 3 clusters
  Score: Raw -43536812.044052 + Penalty 4153.744256 = -43532658.299797
  nChanged 14
		SP:Iteration 38Q (1042.620000 sec): 3 clusters
  Score: Raw -43536815.590050 + Penalty 4153.744256 = -43532661.845795
  nChanged 10
		SP:Iteration 39Q (1044.580000 sec): 3 clusters
  Score: Raw -43536818.203650 + Penalty 4153.744256 = -43532664.459394
  nChanged 7
		SP:Iteration 40F (1046.660000 sec): 3 clusters
  Score: Raw -43536819.692298 + Penalty 4153.744256 = -43532665.948042
  nChanged 3
		SP:Iteration 41Q (1048.500000 sec): 3 clusters
  Score: Raw -43536820.672685 + Penalty 4153.744256 = -43532666.928429
  nChanged 3
		SP:Iteration 42Q (1050.490000 sec): 3 clusters
  Score: Raw -43536821.088410 + Penalty 4153.744256 = -43532667.344154
  nChanged 4
		SP:Iteration 43Q (1052.650000 sec): 3 clusters
  Score: Raw -43536821.805422 + Penalty 4153.744256 = -43532668.061166
  nChanged 3
		SP:Iteration 44Q (1054.340000 sec): 3 clusters
  Score: Raw -43536822.705928 + Penalty 4153.744256 = -43532668.961673
  nChanged 11
		SP:Iteration 45Q (1056.080000 sec): 3 clusters
  Score: Raw -43536825.387883 + Penalty 4153.744256 = -43532671.643627
  nChanged 7
		SP:Iteration 46Q (1057.770000 sec): 3 clusters
  Score: Raw -43536826.392015 + Penalty 4153.744256 = -43532672.647760
  nChanged 4
		SP:Iteration 47Q (1059.540000 sec): 3 clusters
  Score: Raw -43536827.416303 + Penalty 4153.744256 = -43532673.672047
  nChanged 3
		SP:Iteration 48Q (1061.360000 sec): 3 clusters
  Score: Raw -43536827.930742 + Penalty 4153.744256 = -43532674.186486
  nChanged 1
		SP:Iteration 49Q (1063.110000 sec): 3 clusters
  Score: Raw -43536828.155581 + Penalty 4153.744256 = -43532674.411325
  nChanged 0
		SP:Iteration 50F (1065.690000 sec): 3 clusters
  Score: Raw -43536828.155581 + Penalty 4153.744256 = -43532674.411325
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 10 (32662 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (1066.030000 sec): 2 clusters
  Score: Raw -3843030.009826 + Penalty 1689.019735 = -3841340.990090
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (1066.410000 sec): 3 clusters
  Score: Raw -3822704.502346 + Penalty 3378.039471 = -3819326.462875
  nChanged 15202
		SP:Iteration 1F (1066.810000 sec): 3 clusters
  Score: Raw -3830946.999481 + Penalty 3378.039471 = -3827568.960010
  nChanged 1269
		SP:Iteration 2Q (1067.200000 sec): 3 clusters
  Score: Raw -3831291.796695 + Penalty 3378.039471 = -3827913.757225
  nChanged 1208
		SP:Iteration 3Q (1067.580000 sec): 3 clusters
  Score: Raw -3831615.755202 + Penalty 3378.039471 = -3828237.715732
  nChanged 1146
		SP:Iteration 4Q (1067.980000 sec): 3 clusters
  Score: Raw -3831937.814660 + Penalty 3378.039471 = -3828559.775189
  nChanged 1133
		SP:Iteration 5Q (1068.420000 sec): 3 clusters
  Score: Raw -3832330.968687 + Penalty 3378.039471 = -3828952.929216
  nChanged 1270
		SP:Iteration 6Q (1068.810000 sec): 3 clusters
  Score: Raw -3832851.416538 + Penalty 3378.039471 = -3829473.377067
  nChanged 1460
		SP:Iteration 7Q (1069.230000 sec): 3 clusters
  Score: Raw -3833591.795285 + Penalty 3378.039471 = -3830213.755814
  nChanged 1730
		SP:Iteration 8F (1069.570000 sec): 3 clusters
  Score: Raw -3834623.766770 + Penalty 3378.039471 = -3831245.727300
  nChanged 2092
		SP:Iteration 9F (1069.950000 sec): 3 clusters
  Score: Raw -3836098.433090 + Penalty 3378.039471 = -3832720.393619
  nChanged 2384
		SP:Iteration 10F (1070.280000 sec): 3 clusters
  Score: Raw -3838020.527078 + Penalty 3378.039471 = -3834642.487608
  nChanged 2320
		SP:Iteration 11F (1070.600000 sec): 3 clusters
  Score: Raw -3840073.258933 + Penalty 3378.039471 = -3836695.219462
  nChanged 1830
		SP:Iteration 12F (1070.960000 sec): 3 clusters
  Score: Raw -3841794.687149 + Penalty 3378.039471 = -3838416.647678
  nChanged 1089
		SP:Iteration 13Q (1071.330000 sec): 3 clusters
  Score: Raw -3842885.838209 + Penalty 3378.039471 = -3839507.798739
  nChanged 517
		SP:Iteration 14Q (1071.700000 sec): 3 clusters
  Score: Raw -3843418.432875 + Penalty 3378.039471 = -3840040.393404
  nChanged 200
		SP:Iteration 15Q (1072.050000 sec): 3 clusters
  Score: Raw -3843623.263964 + Penalty 3378.039471 = -3840245.224493
  nChanged 97
		SP:Iteration 16Q (1072.430000 sec): 3 clusters
  Score: Raw -3843712.773862 + Penalty 3378.039471 = -3840334.734391
  nChanged 41
		SP:Iteration 17Q (1072.780000 sec): 3 clusters
  Score: Raw -3843749.308094 + Penalty 3378.039471 = -3840371.268623
  nChanged 23
		SP:Iteration 18Q (1073.170000 sec): 3 clusters
  Score: Raw -3843771.697355 + Penalty 3378.039471 = -3840393.657884
  nChanged 19
		SP:Iteration 19Q (1073.490000 sec): 3 clusters
  Score: Raw -3843784.323782 + Penalty 3378.039471 = -3840406.284311
  nChanged 5
		SP:Iteration 20F (1073.890000 sec): 3 clusters
  Score: Raw -3843790.927781 + Penalty 3378.039471 = -3840412.888311
  nChanged 5
		SP:Iteration 21Q (1074.220000 sec): 3 clusters
  Score: Raw -3843795.778388 + Penalty 3378.039471 = -3840417.738918
  nChanged 5
		SP:Iteration 22Q (1074.570000 sec): 3 clusters
  Score: Raw -3843798.862465 + Penalty 3378.039471 = -3840420.822994
  nChanged 4
		SP:Iteration 23Q (1074.970000 sec): 3 clusters
  Score: Raw -3843801.343661 + Penalty 3378.039471 = -3840423.304190
  nChanged 2
		SP:Iteration 24Q (1075.330000 sec): 3 clusters
  Score: Raw -3843802.621736 + Penalty 3378.039471 = -3840424.582265
  nChanged 3
		SP:Iteration 25Q (1075.710000 sec): 3 clusters
  Score: Raw -3843804.383449 + Penalty 3378.039471 = -3840426.343979
  nChanged 1
		SP:Iteration 26Q (1076.000000 sec): 3 clusters
  Score: Raw -3843804.826137 + Penalty 3378.039471 = -3840426.786666
  nChanged 0
		SP:Iteration 27F (1076.350000 sec): 3 clusters
  Score: Raw -3843804.826137 + Penalty 3378.039471 = -3840426.786666
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 11 (5197 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (1076.470000 sec): 2 clusters
  Score: Raw -572555.795871 + Penalty 1390.323482 = -571165.472389
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (1076.620000 sec): 3 clusters
  Score: Raw -570175.357530 + Penalty 2780.646965 = -567394.710566
  nChanged 2254
		SP:Iteration 1F (1076.830000 sec): 3 clusters
  Score: Raw -575687.532969 + Penalty 2780.646965 = -572906.886004
  nChanged 1069
		SP:Iteration 2F (1076.990000 sec): 3 clusters
  Score: Raw -578469.645637 + Penalty 2780.646965 = -575688.998672
  nChanged 443
		SP:Iteration 3F (1077.260000 sec): 3 clusters
  Score: Raw -579204.155977 + Penalty 2780.646965 = -576423.509012
  nChanged 183
		SP:Iteration 4Q (1077.420000 sec): 3 clusters
  Score: Raw -579413.904397 + Penalty 2780.646965 = -576633.257432
  nChanged 140
		SP:Iteration 5Q (1077.550000 sec): 3 clusters
  Score: Raw -579715.348741 + Penalty 2780.646965 = -576934.701776
  nChanged 143
		SP:Iteration 6Q (1077.720000 sec): 3 clusters
  Score: Raw -580007.118626 + Penalty 2780.646965 = -577226.471661
  nChanged 141
		SP:Iteration 7Q (1077.930000 sec): 3 clusters
  Score: Raw -580249.367870 + Penalty 2780.646965 = -577468.720905
  nChanged 118
		SP:Iteration 8Q (1078.110000 sec): 3 clusters
  Score: Raw -580387.301792 + Penalty 2780.646965 = -577606.654827
  nChanged 81
		SP:Iteration 9Q (1078.330000 sec): 3 clusters
  Score: Raw -580455.442756 + Penalty 2780.646965 = -577674.795791
  nChanged 58
		SP:Iteration 10Q (1078.570000 sec): 3 clusters
  Score: Raw -580487.076617 + Penalty 2780.646965 = -577706.429652
  nChanged 31
		SP:Iteration 11Q (1078.800000 sec): 3 clusters
  Score: Raw -580498.124022 + Penalty 2780.646965 = -577717.477057
  nChanged 21
		SP:Iteration 12Q (1079.040000 sec): 3 clusters
  Score: Raw -580507.227303 + Penalty 2780.646965 = -577726.580338
  nChanged 26
		SP:Iteration 13Q (1079.250000 sec): 3 clusters
  Score: Raw -580519.374069 + Penalty 2780.646965 = -577738.727104
  nChanged 31
		SP:Iteration 14Q (1079.480000 sec): 3 clusters
  Score: Raw -580534.749608 + Penalty 2780.646965 = -577754.102643
  nChanged 27
		SP:Iteration 15Q (1079.650000 sec): 3 clusters
  Score: Raw -580549.033508 + Penalty 2780.646965 = -577768.386543
  nChanged 33
		SP:Iteration 16Q (1079.890000 sec): 3 clusters
  Score: Raw -580568.953247 + Penalty 2780.646965 = -577788.306282
  nChanged 39
		SP:Iteration 17Q (1080.090000 sec): 3 clusters
  Score: Raw -580590.602931 + Penalty 2780.646965 = -577809.955966
  nChanged 42
		SP:Iteration 18Q (1080.280000 sec): 3 clusters
  Score: Raw -580625.827169 + Penalty 2780.646965 = -577845.180204
  nChanged 55
		SP:Iteration 19Q (1080.450000 sec): 3 clusters
  Score: Raw -580670.560681 + Penalty 2780.646965 = -577889.913717
  nChanged 62
		SP:Iteration 20F (1080.660000 sec): 3 clusters
  Score: Raw -580723.529922 + Penalty 2780.646965 = -577942.882957
  nChanged 68
		SP:Iteration 21Q (1080.830000 sec): 3 clusters
  Score: Raw -580795.259666 + Penalty 2780.646965 = -578014.612702
  nChanged 94
		SP:Iteration 22Q (1081.020000 sec): 3 clusters
  Score: Raw -580927.052160 + Penalty 2780.646965 = -578146.405195
  nChanged 79
		SP:Iteration 23Q (1081.200000 sec): 3 clusters
  Score: Raw -581010.194072 + Penalty 2780.646965 = -578229.547107
  nChanged 52
		SP:Iteration 24Q (1081.360000 sec): 3 clusters
  Score: Raw -581040.073381 + Penalty 2780.646965 = -578259.426416
  nChanged 20
		SP:Iteration 25Q (1081.490000 sec): 3 clusters
  Score: Raw -581054.771486 + Penalty 2780.646965 = -578274.124522
  nChanged 11
		SP:Iteration 26Q (1081.670000 sec): 3 clusters
  Score: Raw -581067.734385 + Penalty 2780.646965 = -578287.087420
  nChanged 10
		SP:Iteration 27Q (1081.830000 sec): 3 clusters
  Score: Raw -581077.778618 + Penalty 2780.646965 = -578297.131653
  nChanged 3
		SP:Iteration 28Q (1082.010000 sec): 3 clusters
  Score: Raw -581091.500497 + Penalty 2780.646965 = -578310.853532
  nChanged 10
		SP:Iteration 29Q (1082.200000 sec): 3 clusters
  Score: Raw -581130.203725 + Penalty 2780.646965 = -578349.556760
  nChanged 12
		SP:Iteration 30Q (1082.400000 sec): 3 clusters
  Score: Raw -581185.695133 + Penalty 2780.646965 = -578405.048168
  nChanged 8
		SP:Iteration 31Q (1082.600000 sec): 3 clusters
  Score: Raw -581220.033770 + Penalty 2780.646965 = -578439.386805
  nChanged 8
		SP:Iteration 32Q (1082.790000 sec): 3 clusters
  Score: Raw -581236.282709 + Penalty 2780.646965 = -578455.635745
  nChanged 6
		SP:Iteration 33Q (1083.020000 sec): 3 clusters
  Score: Raw -581238.978384 + Penalty 2780.646965 = -578458.331419
  nChanged 2
		SP:Iteration 34Q (1083.220000 sec): 3 clusters
  Score: Raw -581239.206388 + Penalty 2780.646965 = -578458.559423
  nChanged 1
		SP:Iteration 35Q (1083.420000 sec): 3 clusters
  Score: Raw -581239.261348 + Penalty 2780.646965 = -578458.614383
  nChanged 0
		SP:Iteration 36F (1083.570000 sec): 3 clusters
  Score: Raw -581239.261348 + Penalty 2780.646965 = -578458.614383
  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 6.36 GB.

 Trying to split cluster 12 (48843 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (1083.890000 sec): 2 clusters
  Score: Raw -5838399.184059 + Penalty 1754.409532 = -5836644.774527
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (1084.430000 sec): 3 clusters
  Score: Raw -5807454.894735 + Penalty 3508.819064 = -5803946.075671
  nChanged 23130
		SP:Iteration 1F (1084.860000 sec): 3 clusters
  Score: Raw -5821771.019055 + Penalty 3508.819064 = -5818262.199991
  nChanged 3069
		SP:Iteration 2F (1085.310000 sec): 3 clusters
  Score: Raw -5823670.049018 + Penalty 3508.819064 = -5820161.229953
  nChanged 3445
		SP:Iteration 3F (1085.900000 sec): 3 clusters
  Score: Raw -5826204.571319 + Penalty 3508.819064 = -5822695.752255
  nChanged 3906
		SP:Iteration 4F (1086.390000 sec): 3 clusters
  Score: Raw -5829447.666789 + Penalty 3508.819064 = -5825938.847725
  nChanged 3927
		SP:Iteration 5F (1086.860000 sec): 3 clusters
  Score: Raw -5832663.814059 + Penalty 3508.819064 = -5829154.994995
  nChanged 3344
		SP:Iteration 6F (1087.360000 sec): 3 clusters
  Score: Raw -5834969.016887 + Penalty 3508.819064 = -5831460.197823
  nChanged 2338
		SP:Iteration 7Q (1087.920000 sec): 3 clusters
  Score: Raw -5836228.650239 + Penalty 3508.819064 = -5832719.831174
  nChanged 1632
		SP:Iteration 8Q (1088.470000 sec): 3 clusters
  Score: Raw -5836866.361009 + Penalty 3508.819064 = -5833357.541945
  nChanged 1100
		SP:Iteration 9Q (1088.980000 sec): 3 clusters
  Score: Raw -5837193.268501 + Penalty 3508.819064 = -5833684.449436
  nChanged 751
		SP:Iteration 10Q (1089.510000 sec): 3 clusters
  Score: Raw -5837370.058038 + Penalty 3508.819064 = -5833861.238973
  nChanged 562
		SP:Iteration 11Q (1090.020000 sec): 3 clusters
  Score: Raw -5837487.347689 + Penalty 3508.819064 = -5833978.528625
  nChanged 441
		SP:Iteration 12Q (1090.520000 sec): 3 clusters
  Score: Raw -5837574.863745 + Penalty 3508.819064 = -5834066.044681
  nChanged 421
		SP:Iteration 13Q (1090.970000 sec): 3 clusters
  Score: Raw -5837651.462403 + Penalty 3508.819064 = -5834142.643339
  nChanged 341
		SP:Iteration 14Q (1091.360000 sec): 3 clusters
  Score: Raw -5837710.831282 + Penalty 3508.819064 = -5834202.012218
  nChanged 319
		SP:Iteration 15Q (1091.780000 sec): 3 clusters
  Score: Raw -5837766.052503 + Penalty 3508.819064 = -5834257.233439
  nChanged 318
		SP:Iteration 16Q (1092.210000 sec): 3 clusters
  Score: Raw -5837820.068456 + Penalty 3508.819064 = -5834311.249392
  nChanged 327
		SP:Iteration 17Q (1092.650000 sec): 3 clusters
  Score: Raw -5837879.510844 + Penalty 3508.819064 = -5834370.691780
  nChanged 304
		SP:Iteration 18Q (1093.140000 sec): 3 clusters
  Score: Raw -5837934.901583 + Penalty 3508.819064 = -5834426.082519
  nChanged 296
		SP:Iteration 19Q (1093.500000 sec): 3 clusters
  Score: Raw -5837987.266713 + Penalty 3508.819064 = -5834478.447649
  nChanged 262
		SP:Iteration 20F (1093.900000 sec): 3 clusters
  Score: Raw -5838040.949464 + Penalty 3508.819064 = -5834532.130400
  nChanged 286
		SP:Iteration 21Q (1094.360000 sec): 3 clusters
  Score: Raw -5838108.486926 + Penalty 3508.819064 = -5834599.667862
  nChanged 299
		SP:Iteration 22Q (1094.830000 sec): 3 clusters
  Score: Raw -5838221.405106 + Penalty 3508.819064 = -5834712.586042
  nChanged 396
		SP:Iteration 23Q (1095.280000 sec): 3 clusters
  Score: Raw -5838409.712331 + Penalty 3508.819064 = -5834900.893267
  nChanged 459
		SP:Iteration 24Q (1095.770000 sec): 3 clusters
  Score: Raw -5838704.147536 + Penalty 3508.819064 = -5835195.328472
  nChanged 546
		SP:Iteration 25Q (1096.240000 sec): 3 clusters
  Score: Raw -5839154.950499 + Penalty 3508.819064 = -5835646.131435
  nChanged 669
		SP:Iteration 26Q (1096.690000 sec): 3 clusters
  Score: Raw -5839732.714870 + Penalty 3508.819064 = -5836223.895805
  nChanged 762
		SP:Iteration 27Q (1097.170000 sec): 3 clusters
  Score: Raw -5840205.401546 + Penalty 3508.819064 = -5836696.582482
  nChanged 743
		SP:Iteration 28Q (1097.610000 sec): 3 clusters
  Score: Raw -5840493.905191 + Penalty 3508.819064 = -5836985.086126
  nChanged 652
		SP:Iteration 29Q (1098.090000 sec): 3 clusters
  Score: Raw -5840710.234388 + Penalty 3508.819064 = -5837201.415324
  nChanged 589
		SP:Iteration 30Q (1098.590000 sec): 3 clusters
  Score: Raw -5840907.324840 + Penalty 3508.819064 = -5837398.505776
  nChanged 560
		SP:Iteration 31Q (1099.060000 sec): 3 clusters
  Score: Raw -5841089.349594 + Penalty 3508.819064 = -5837580.530529
  nChanged 539
		SP:Iteration 32Q (1099.590000 sec): 3 clusters
  Score: Raw -5841276.339892 + Penalty 3508.819064 = -5837767.520828
  nChanged 553
		SP:Iteration 33Q (1100.050000 sec): 3 clusters
  Score: Raw -5841475.744637 + Penalty 3508.819064 = -5837966.925573
  nChanged 600
		SP:Iteration 34Q (1100.530000 sec): 3 clusters
  Score: Raw -5841708.377079 + Penalty 3508.819064 = -5838199.558015
  nChanged 621
		SP:Iteration 35Q (1101.010000 sec): 3 clusters
  Score: Raw -5841942.712561 + Penalty 3508.819064 = -5838433.893497
  nChanged 620
		SP:Iteration 36Q (1101.460000 sec): 3 clusters
  Score: Raw -5842154.171743 + Penalty 3508.819064 = -5838645.352679
  nChanged 574
		SP:Iteration 37Q (1101.930000 sec): 3 clusters
  Score: Raw -5842328.893062 + Penalty 3508.819064 = -5838820.073998
  nChanged 537
		SP:Iteration 38Q (1102.380000 sec): 3 clusters
  Score: Raw -5842481.095877 + Penalty 3508.819064 = -5838972.276813
  nChanged 501
		SP:Iteration 39Q (1102.840000 sec): 3 clusters
  Score: Raw -5842623.874896 + Penalty 3508.819064 = -5839115.055831
  nChanged 511
		SP:Iteration 40F (1103.340000 sec): 3 clusters
  Score: Raw -5842770.815482 + Penalty 3508.819064 = -5839261.996418
  nChanged 474
		SP:Iteration 41Q (1103.770000 sec): 3 clusters
  Score: Raw -5842892.253137 + Penalty 3508.819064 = -5839383.434073
  nChanged 450
		SP:Iteration 42Q (1104.260000 sec): 3 clusters
  Score: Raw -5843004.394773 + Penalty 3508.819064 = -5839495.575709
  nChanged 405
		SP:Iteration 43Q (1104.710000 sec): 3 clusters
  Score: Raw -5843090.968718 + Penalty 3508.819064 = -5839582.149654
  nChanged 375
		SP:Iteration 44Q (1105.140000 sec): 3 clusters
  Score: Raw -5843167.244058 + Penalty 3508.819064 = -5839658.424994
  nChanged 341
		SP:Iteration 45Q (1105.580000 sec): 3 clusters
  Score: Raw -5843235.687694 + Penalty 3508.819064 = -5839726.868629
  nChanged 337
		SP:Iteration 46Q (1106.000000 sec): 3 clusters
  Score: Raw -5843298.257417 + Penalty 3508.819064 = -5839789.438352
  nChanged 301
		SP:Iteration 47Q (1106.440000 sec): 3 clusters
  Score: Raw -5843347.934241 + Penalty 3508.819064 = -5839839.115177
  nChanged 270
		SP:Iteration 48Q (1106.880000 sec): 3 clusters
  Score: Raw -5843388.535808 + Penalty 3508.819064 = -5839879.716744
  nChanged 262
		SP:Iteration 49Q (1107.320000 sec): 3 clusters
  Score: Raw -5843426.263162 + Penalty 3508.819064 = -5839917.444098
  nChanged 228
		SP:Iteration 50Q (1107.760000 sec): 3 clusters
  Score: Raw -5843454.069250 + Penalty 3508.819064 = -5839945.250185
  nChanged 185
		SP:Iteration 51Q (1108.230000 sec): 3 clusters
  Score: Raw -5843473.744950 + Penalty 3508.819064 = -5839964.925885
  nChanged 170
		SP:Iteration 52Q (1108.670000 sec): 3 clusters
  Score: Raw -5843492.447222 + Penalty 3508.819064 = -5839983.628157
  nChanged 160
		SP:Iteration 53Q (1109.070000 sec): 3 clusters
  Score: Raw -5843509.975907 + Penalty 3508.819064 = -5840001.156842
  nChanged 165
		SP:Iteration 54Q (1109.430000 sec): 3 clusters
  Score: Raw -5843526.548493 + Penalty 3508.819064 = -5840017.729429
  nChanged 140
		SP:Iteration 55Q (1109.940000 sec): 3 clusters
  Score: Raw -5843539.255678 + Penalty 3508.819064 = -5840030.436614
  nChanged 125
		SP:Iteration 56Q (1110.320000 sec): 3 clusters
  Score: Raw -5843550.032889 + Penalty 3508.819064 = -5840041.213825
  nChanged 112
		SP:Iteration 57Q (1110.760000 sec): 3 clusters
  Score: Raw -5843558.439033 + Penalty 3508.819064 = -5840049.619969
  nChanged 88
		SP:Iteration 58Q (1111.190000 sec): 3 clusters
  Score: Raw -5843563.924486 + Penalty 3508.819064 = -5840055.105422
  nChanged 83
		SP:Iteration 59Q (1111.640000 sec): 3 clusters
  Score: Raw -5843568.720574 + Penalty 3508.819064 = -5840059.901510
  nChanged 67
		SP:Iteration 60F (1112.200000 sec): 3 clusters
  Score: Raw -5843572.853046 + Penalty 3508.819064 = -5840064.033982
  nChanged 63
		SP:Iteration 61Q (1112.700000 sec): 3 clusters
  Score: Raw -5843576.381632 + Penalty 3508.819064 = -5840067.562568
  nChanged 52
		SP:Iteration 62Q (1113.160000 sec): 3 clusters
  Score: Raw -5843578.829653 + Penalty 3508.819064 = -5840070.010588
  nChanged 47
		SP:Iteration 63Q (1113.540000 sec): 3 clusters
  Score: Raw -5843580.921346 + Penalty 3508.819064 = -5840072.102282
  nChanged 41
		SP:Iteration 64Q (1113.970000 sec): 3 clusters
  Score: Raw -5843582.354142 + Penalty 3508.819064 = -5840073.535078
  nChanged 25
		SP:Iteration 65Q (1114.460000 sec): 3 clusters
  Score: Raw -5843583.104261 + Penalty 3508.819064 = -5840074.285197
  nChanged 24
		SP:Iteration 66Q (1114.920000 sec): 3 clusters
  Score: Raw -5843583.719269 + Penalty 3508.819064 = -5840074.900205
  nChanged 19
		SP:Iteration 67Q (1115.420000 sec): 3 clusters
  Score: Raw -5843584.219377 + Penalty 3508.819064 = -5840075.400313
  nChanged 21
		SP:Iteration 68Q (1115.930000 sec): 3 clusters
  Score: Raw -5843584.979142 + Penalty 3508.819064 = -5840076.160077
  nChanged 21
		SP:Iteration 69Q (1116.340000 sec): 3 clusters
  Score: Raw -5843585.569566 + Penalty 3508.819064 = -5840076.750502
  nChanged 13
		SP:Iteration 70Q (1116.800000 sec): 3 clusters
  Score: Raw -5843585.905514 + Penalty 3508.819064 = -5840077.086450
  nChanged 11
		SP:Iteration 71Q (1117.330000 sec): 3 clusters
  Score: Raw -5843586.311004 + Penalty 3508.819064 = -5840077.491939
  nChanged 13
		SP:Iteration 72Q (1117.790000 sec): 3 clusters
  Score: Raw -5843586.622471 + Penalty 3508.819064 = -5840077.803406
  nChanged 5
		SP:Iteration 73Q (1118.240000 sec): 3 clusters
  Score: Raw -5843586.735715 + Penalty 3508.819064 = -5840077.916651
  nChanged 7
		SP:Iteration 74Q (1118.710000 sec): 3 clusters
  Score: Raw -5843586.855828 + Penalty 3508.819064 = -5840078.036764
  nChanged 3
		SP:Iteration 75Q (1119.190000 sec): 3 clusters
  Score: Raw -5843586.921227 + Penalty 3508.819064 = -5840078.102162
  nChanged 3
		SP:Iteration 76Q (1119.680000 sec): 3 clusters
  Score: Raw -5843586.991133 + Penalty 3508.819064 = -5840078.172068
  nChanged 6
		SP:Iteration 77Q (1120.140000 sec): 3 clusters
  Score: Raw -5843587.152835 + Penalty 3508.819064 = -5840078.333771
  nChanged 8
		SP:Iteration 78Q (1120.580000 sec): 3 clusters
  Score: Raw -5843587.315918 + Penalty 3508.819064 = -5840078.496853
  nChanged 5
		SP:Iteration 79Q (1121.060000 sec): 3 clusters
  Score: Raw -5843587.500239 + Penalty 3508.819064 = -5840078.681175
  nChanged 8
		SP:Iteration 80F (1121.580000 sec): 3 clusters
  Score: Raw -5843587.691856 + Penalty 3508.819064 = -5840078.872792
  nChanged 3
		SP:Iteration 81Q (1122.080000 sec): 3 clusters
  Score: Raw -5843587.754356 + Penalty 3508.819064 = -5840078.935292
  nChanged 2
		SP:Iteration 82Q (1122.500000 sec): 3 clusters
  Score: Raw -5843587.818524 + Penalty 3508.819064 = -5840078.999459
  nChanged 6
		SP:Iteration 83Q (1122.980000 sec): 3 clusters
  Score: Raw -5843587.960023 + Penalty 3508.819064 = -5840079.140959
  nChanged 5
		SP:Iteration 84Q (1123.520000 sec): 3 clusters
  Score: Raw -5843588.078973 + Penalty 3508.819064 = -5840079.259909
  nChanged 3
		SP:Iteration 85Q (1123.950000 sec): 3 clusters
  Score: Raw -5843588.129639 + Penalty 3508.819064 = -5840079.310574
  nChanged 5
		SP:Iteration 86Q (1124.430000 sec): 3 clusters
  Score: Raw -5843588.278330 + Penalty 3508.819064 = -5840079.459266
  nChanged 8
		SP:Iteration 87Q (1124.950000 sec): 3 clusters
  Score: Raw -5843588.479612 + Penalty 3508.819064 = -5840079.660547
  nChanged 4
		SP:Iteration 88Q (1125.460000 sec): 3 clusters
  Score: Raw -5843588.567181 + Penalty 3508.819064 = -5840079.748117
  nChanged 3
		SP:Iteration 89Q (1125.980000 sec): 3 clusters
  Score: Raw -5843588.655694 + Penalty 3508.819064 = -5840079.836630
  nChanged 2
		SP:Iteration 90Q (1126.500000 sec): 3 clusters
  Score: Raw -5843588.707161 + Penalty 3508.819064 = -5840079.888096
  nChanged 2
		SP:Iteration 91Q (1127.020000 sec): 3 clusters
  Score: Raw -5843588.761261 + Penalty 3508.819064 = -5840079.942196
  nChanged 4
		SP:Iteration 92Q (1127.530000 sec): 3 clusters
  Score: Raw -5843588.892055 + Penalty 3508.819064 = -5840080.072990
  nChanged 3
		SP:Iteration 93Q (1127.970000 sec): 3 clusters
  Score: Raw -5843588.952321 + Penalty 3508.819064 = -5840080.133257
  nChanged 2
		SP:Iteration 94Q (1128.440000 sec): 3 clusters
  Score: Raw -5843588.977349 + Penalty 3508.819064 = -5840080.158285
  nChanged 3
		SP:Iteration 95Q (1128.850000 sec): 3 clusters
  Score: Raw -5843589.021248 + Penalty 3508.819064 = -5840080.202184
  nChanged 3
		SP:Iteration 96Q (1129.300000 sec): 3 clusters
  Score: Raw -5843589.108917 + Penalty 3508.819064 = -5840080.289853
  nChanged 3
		SP:Iteration 97Q (1129.790000 sec): 3 clusters
  Score: Raw -5843589.203608 + Penalty 3508.819064 = -5840080.384544
  nChanged 4
		SP:Iteration 98Q (1130.230000 sec): 3 clusters
  Score: Raw -5843589.265792 + Penalty 3508.819064 = -5840080.446727
  nChanged 2
		SP:Iteration 99Q (1130.660000 sec): 3 clusters
  Score: Raw -5843589.292560 + Penalty 3508.819064 = -5840080.473496
  nChanged 1
		SP:Iteration 100F (1131.120000 sec): 3 clusters
  Score: Raw -5843589.320229 + Penalty 3508.819064 = -5840080.501165
  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 6.36 GB.

 Trying to split cluster 13 (9983 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (1131.340000 sec): 2 clusters
  Score: Raw -1087686.851405 + Penalty 1496.403825 = -1086190.447579
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (1131.570000 sec): 3 clusters
  Score: Raw -1082037.655129 + Penalty 2992.807651 = -1079044.847478
  nChanged 4373
		SP:Iteration 1F (1131.830000 sec): 3 clusters
  Score: Raw -1085075.234489 + Penalty 2992.807651 = -1082082.426839
  nChanged 1117
		SP:Iteration 2F (1132.030000 sec): 3 clusters
  Score: Raw -1086694.293507 + Penalty 2992.807651 = -1083701.485856
  nChanged 1145
		SP:Iteration 3F (1132.240000 sec): 3 clusters
  Score: Raw -1088750.791465 + Penalty 2992.807651 = -1085757.983814
  nChanged 1055
		SP:Iteration 4F (1132.480000 sec): 3 clusters
  Score: Raw -1090318.244507 + Penalty 2992.807651 = -1087325.436857
  nChanged 730
		SP:Iteration 5F (1132.690000 sec): 3 clusters
  Score: Raw -1091057.118756 + Penalty 2992.807651 = -1088064.311105
  nChanged 481
		SP:Iteration 6Q (1132.920000 sec): 3 clusters
  Score: Raw -1091411.018893 + Penalty 2992.807651 = -1088418.211242
  nChanged 309
		SP:Iteration 7Q (1133.170000 sec): 3 clusters
  Score: Raw -1091626.990136 + Penalty 2992.807651 = -1088634.182486
  nChanged 239
		SP:Iteration 8Q (1133.410000 sec): 3 clusters
  Score: Raw -1091789.335126 + Penalty 2992.807651 = -1088796.527475
  nChanged 200
		SP:Iteration 9Q (1133.710000 sec): 3 clusters
  Score: Raw -1091890.774743 + Penalty 2992.807651 = -1088897.967092
  nChanged 141
		SP:Iteration 10Q (1133.970000 sec): 3 clusters
  Score: Raw -1091935.932187 + Penalty 2992.807651 = -1088943.124536
  nChanged 86
		SP:Iteration 11Q (1134.170000 sec): 3 clusters
  Score: Raw -1091963.035997 + Penalty 2992.807651 = -1088970.228346
  nChanged 64
		SP:Iteration 12Q (1134.390000 sec): 3 clusters
  Score: Raw -1091980.210452 + Penalty 2992.807651 = -1088987.402801
  nChanged 62
		SP:Iteration 13Q (1134.580000 sec): 3 clusters
  Score: Raw -1091995.392071 + Penalty 2992.807651 = -1089002.584420
  nChanged 46
		SP:Iteration 14Q (1134.810000 sec): 3 clusters
  Score: Raw -1092004.579796 + Penalty 2992.807651 = -1089011.772146
  nChanged 32
		SP:Iteration 15Q (1135.070000 sec): 3 clusters
  Score: Raw -1092011.239269 + Penalty 2992.807651 = -1089018.431618
  nChanged 39
		SP:Iteration 16Q (1135.330000 sec): 3 clusters
  Score: Raw -1092017.964391 + Penalty 2992.807651 = -1089025.156740
  nChanged 27
		SP:Iteration 17Q (1135.610000 sec): 3 clusters
  Score: Raw -1092022.048676 + Penalty 2992.807651 = -1089029.241025
  nChanged 20
		SP:Iteration 18Q (1135.810000 sec): 3 clusters
  Score: Raw -1092025.634228 + Penalty 2992.807651 = -1089032.826577
  nChanged 18
		SP:Iteration 19Q (1136.060000 sec): 3 clusters
  Score: Raw -1092028.302144 + Penalty 2992.807651 = -1089035.494493
  nChanged 15
		SP:Iteration 20F (1136.270000 sec): 3 clusters
  Score: Raw -1092030.956484 + Penalty 2992.807651 = -1089038.148833
  nChanged 17
		SP:Iteration 21Q (1136.430000 sec): 3 clusters
  Score: Raw -1092034.122326 + Penalty 2992.807651 = -1089041.314675
  nChanged 8
		SP:Iteration 22Q (1136.580000 sec): 3 clusters
  Score: Raw -1092035.932737 + Penalty 2992.807651 = -1089043.125086
  nChanged 9
		SP:Iteration 23Q (1136.720000 sec): 3 clusters
  Score: Raw -1092037.030807 + Penalty 2992.807651 = -1089044.223157
  nChanged 7
		SP:Iteration 24Q (1136.940000 sec): 3 clusters
  Score: Raw -1092037.712397 + Penalty 2992.807651 = -1089044.904746
  nChanged 7
		SP:Iteration 25Q (1137.220000 sec): 3 clusters
  Score: Raw -1092038.565859 + Penalty 2992.807651 = -1089045.758208
  nChanged 10
		SP:Iteration 26Q (1137.420000 sec): 3 clusters
  Score: Raw -1092039.476470 + Penalty 2992.807651 = -1089046.668820
  nChanged 8
		SP:Iteration 27Q (1137.600000 sec): 3 clusters
  Score: Raw -1092040.850807 + Penalty 2992.807651 = -1089048.043157
  nChanged 8
		SP:Iteration 28Q (1137.780000 sec): 3 clusters
  Score: Raw -1092041.681509 + Penalty 2992.807651 = -1089048.873859
  nChanged 4
		SP:Iteration 29Q (1138.000000 sec): 3 clusters
  Score: Raw -1092042.271913 + Penalty 2992.807651 = -1089049.464262
  nChanged 7
		SP:Iteration 30Q (1138.220000 sec): 3 clusters
  Score: Raw -1092043.788816 + Penalty 2992.807651 = -1089050.981165
  nChanged 4
		SP:Iteration 31Q (1138.450000 sec): 3 clusters
  Score: Raw -1092044.282870 + Penalty 2992.807651 = -1089051.475219
  nChanged 7
		SP:Iteration 32Q (1138.640000 sec): 3 clusters
  Score: Raw -1092044.803305 + Penalty 2992.807651 = -1089051.995654
  nChanged 3
		SP:Iteration 33Q (1138.880000 sec): 3 clusters
  Score: Raw -1092045.189768 + Penalty 2992.807651 = -1089052.382117
  nChanged 4
		SP:Iteration 34Q (1139.100000 sec): 3 clusters
  Score: Raw -1092045.835981 + Penalty 2992.807651 = -1089053.028331
  nChanged 7
		SP:Iteration 35Q (1139.320000 sec): 3 clusters
  Score: Raw -1092046.500944 + Penalty 2992.807651 = -1089053.693294
  nChanged 6
		SP:Iteration 36Q (1139.540000 sec): 3 clusters
  Score: Raw -1092047.477977 + Penalty 2992.807651 = -1089054.670326
  nChanged 5
		SP:Iteration 37Q (1139.720000 sec): 3 clusters
  Score: Raw -1092048.411351 + Penalty 2992.807651 = -1089055.603701
  nChanged 7
		SP:Iteration 38Q (1139.930000 sec): 3 clusters
  Score: Raw -1092049.531876 + Penalty 2992.807651 = -1089056.724225
  nChanged 6
		SP:Iteration 39Q (1140.120000 sec): 3 clusters
  Score: Raw -1092050.223654 + Penalty 2992.807651 = -1089057.416003
  nChanged 5
		SP:Iteration 40F (1140.320000 sec): 3 clusters
  Score: Raw -1092050.886157 + Penalty 2992.807651 = -1089058.078506
  nChanged 4
		SP:Iteration 41Q (1140.540000 sec): 3 clusters
  Score: Raw -1092051.300507 + Penalty 2992.807651 = -1089058.492856
  nChanged 3
		SP:Iteration 42Q (1140.750000 sec): 3 clusters
  Score: Raw -1092051.982574 + Penalty 2992.807651 = -1089059.174923
  nChanged 4
		SP:Iteration 43Q (1140.940000 sec): 3 clusters
  Score: Raw -1092052.927664 + Penalty 2992.807651 = -1089060.120014
  nChanged 4
		SP:Iteration 44Q (1141.160000 sec): 3 clusters
  Score: Raw -1092053.688131 + Penalty 2992.807651 = -1089060.880480
  nChanged 7
		SP:Iteration 45Q (1141.480000 sec): 3 clusters
  Score: Raw -1092054.571846 + Penalty 2992.807651 = -1089061.764195
  nChanged 6
		SP:Iteration 46Q (1141.710000 sec): 3 clusters
  Score: Raw -1092055.428692 + Penalty 2992.807651 = -1089062.621041
  nChanged 12
		SP:Iteration 47Q (1141.880000 sec): 3 clusters
  Score: Raw -1092056.802045 + Penalty 2992.807651 = -1089063.994394
  nChanged 5
		SP:Iteration 48Q (1142.120000 sec): 3 clusters
  Score: Raw -1092057.405928 + Penalty 2992.807651 = -1089064.598278
  nChanged 10
		SP:Iteration 49Q (1142.330000 sec): 3 clusters
  Score: Raw -1092058.460398 + Penalty 2992.807651 = -1089065.652747
  nChanged 10
		SP:Iteration 50Q (1142.560000 sec): 3 clusters
  Score: Raw -1092060.832831 + Penalty 2992.807651 = -1089068.025181
  nChanged 16
		SP:Iteration 51Q (1142.800000 sec): 3 clusters
  Score: Raw -1092063.991816 + Penalty 2992.807651 = -1089071.184166
  nChanged 14
		SP:Iteration 52Q (1143.010000 sec): 3 clusters
  Score: Raw -1092066.225379 + Penalty 2992.807651 = -1089073.417728
  nChanged 14
		SP:Iteration 53Q (1143.240000 sec): 3 clusters
  Score: Raw -1092067.687052 + Penalty 2992.807651 = -1089074.879401
  nChanged 5
		SP:Iteration 54Q (1143.420000 sec): 3 clusters
  Score: Raw -1092068.319889 + Penalty 2992.807651 = -1089075.512238
  nChanged 6
		SP:Iteration 55Q (1143.710000 sec): 3 clusters
  Score: Raw -1092069.079058 + Penalty 2992.807651 = -1089076.271407
  nChanged 9
		SP:Iteration 56Q (1143.850000 sec): 3 clusters
  Score: Raw -1092070.782431 + Penalty 2992.807651 = -1089077.974780
  nChanged 6
		SP:Iteration 57Q (1144.050000 sec): 3 clusters
  Score: Raw -1092071.757513 + Penalty 2992.807651 = -1089078.949862
  nChanged 7
		SP:Iteration 58Q (1144.260000 sec): 3 clusters
  Score: Raw -1092072.929935 + Penalty 2992.807651 = -1089080.122285
  nChanged 9
		SP:Iteration 59Q (1144.470000 sec): 3 clusters
  Score: Raw -1092074.234123 + Penalty 2992.807651 = -1089081.426472
  nChanged 5
		SP:Iteration 60F (1144.680000 sec): 3 clusters
  Score: Raw -1092075.121260 + Penalty 2992.807651 = -1089082.313610
  nChanged 10
		SP:Iteration 61Q (1144.900000 sec): 3 clusters
  Score: Raw -1092076.329133 + Penalty 2992.807651 = -1089083.521482
  nChanged 8
		SP:Iteration 62Q (1145.110000 sec): 3 clusters
  Score: Raw -1092077.499310 + Penalty 2992.807651 = -1089084.691659
  nChanged 6
		SP:Iteration 63Q (1145.320000 sec): 3 clusters
  Score: Raw -1092078.061786 + Penalty 2992.807651 = -1089085.254135
  nChanged 5
		SP:Iteration 64Q (1145.520000 sec): 3 clusters
  Score: Raw -1092078.642141 + Penalty 2992.807651 = -1089085.834490
  nChanged 8
		SP:Iteration 65Q (1145.740000 sec): 3 clusters
  Score: Raw -1092079.530121 + Penalty 2992.807651 = -1089086.722471
  nChanged 9
		SP:Iteration 66Q (1145.940000 sec): 3 clusters
  Score: Raw -1092080.230540 + Penalty 2992.807651 = -1089087.422889
  nChanged 7
		SP:Iteration 67Q (1146.160000 sec): 3 clusters
  Score: Raw -1092081.101879 + Penalty 2992.807651 = -1089088.294228
  nChanged 11
		SP:Iteration 68Q (1146.400000 sec): 3 clusters
  Score: Raw -1092082.303297 + Penalty 2992.807651 = -1089089.495647
  nChanged 5
		SP:Iteration 69Q (1146.620000 sec): 3 clusters
  Score: Raw -1092082.761703 + Penalty 2992.807651 = -1089089.954052
  nChanged 4
		SP:Iteration 70Q (1146.860000 sec): 3 clusters
  Score: Raw -1092083.252521 + Penalty 2992.807651 = -1089090.444871
  nChanged 5
		SP:Iteration 71Q (1147.040000 sec): 3 clusters
  Score: Raw -1092084.831064 + Penalty 2992.807651 = -1089092.023413
  nChanged 13
		SP:Iteration 72Q (1147.240000 sec): 3 clusters
  Score: Raw -1092087.480015 + Penalty 2992.807651 = -1089094.672364
  nChanged 17
		SP:Iteration 73Q (1147.450000 sec): 3 clusters
  Score: Raw -1092090.886510 + Penalty 2992.807651 = -1089098.078859
  nChanged 20
		SP:Iteration 74Q (1147.650000 sec): 3 clusters
  Score: Raw -1092095.401838 + Penalty 2992.807651 = -1089102.594187
  nChanged 20
		SP:Iteration 75Q (1147.860000 sec): 3 clusters
  Score: Raw -1092100.317925 + Penalty 2992.807651 = -1089107.510274
  nChanged 21
		SP:Iteration 76Q (1148.070000 sec): 3 clusters
  Score: Raw -1092103.607628 + Penalty 2992.807651 = -1089110.799977
  nChanged 16
		SP:Iteration 77Q (1148.280000 sec): 3 clusters
  Score: Raw -1092105.689972 + Penalty 2992.807651 = -1089112.882321
  nChanged 7
		SP:Iteration 78Q (1148.500000 sec): 3 clusters
  Score: Raw -1092106.439796 + Penalty 2992.807651 = -1089113.632145
  nChanged 8
		SP:Iteration 79Q (1148.700000 sec): 3 clusters
  Score: Raw -1092107.393954 + Penalty 2992.807651 = -1089114.586303
  nChanged 5
		SP:Iteration 80F (1148.910000 sec): 3 clusters
  Score: Raw -1092107.750060 + Penalty 2992.807651 = -1089114.942410
  nChanged 3
		SP:Iteration 81Q (1149.120000 sec): 3 clusters
  Score: Raw -1092108.278460 + Penalty 2992.807651 = -1089115.470809
  nChanged 4
		SP:Iteration 82Q (1149.330000 sec): 3 clusters
  Score: Raw -1092108.861690 + Penalty 2992.807651 = -1089116.054039
  nChanged 4
		SP:Iteration 83Q (1149.540000 sec): 3 clusters
  Score: Raw -1092109.304519 + Penalty 2992.807651 = -1089116.496868
  nChanged 5
		SP:Iteration 84Q (1149.750000 sec): 3 clusters
  Score: Raw -1092109.531032 + Penalty 2992.807651 = -1089116.723381
  nChanged 4
		SP:Iteration 85Q (1149.960000 sec): 3 clusters
  Score: Raw -1092110.373128 + Penalty 2992.807651 = -1089117.565477
  nChanged 6
		SP:Iteration 86Q (1150.210000 sec): 3 clusters
  Score: Raw -1092111.336571 + Penalty 2992.807651 = -1089118.528920
  nChanged 7
		SP:Iteration 87Q (1150.440000 sec): 3 clusters
  Score: Raw -1092112.211058 + Penalty 2992.807651 = -1089119.403407
  nChanged 3
		SP:Iteration 88Q (1150.670000 sec): 3 clusters
  Score: Raw -1092112.827318 + Penalty 2992.807651 = -1089120.019667
  nChanged 4
		SP:Iteration 89Q (1150.890000 sec): 3 clusters
  Score: Raw -1092113.662153 + Penalty 2992.807651 = -1089120.854502
  nChanged 7
		SP:Iteration 90Q (1151.100000 sec): 3 clusters
  Score: Raw -1092114.848076 + Penalty 2992.807651 = -1089122.040426
  nChanged 8
		SP:Iteration 91Q (1151.290000 sec): 3 clusters
  Score: Raw -1092116.404794 + Penalty 2992.807651 = -1089123.597143
  nChanged 6
		SP:Iteration 92Q (1151.520000 sec): 3 clusters
  Score: Raw -1092118.000434 + Penalty 2992.807651 = -1089125.192783
  nChanged 6
		SP:Iteration 93Q (1151.760000 sec): 3 clusters
  Score: Raw -1092119.356539 + Penalty 2992.807651 = -1089126.548888
  nChanged 5
		SP:Iteration 94Q (1151.990000 sec): 3 clusters
  Score: Raw -1092119.811808 + Penalty 2992.807651 = -1089127.004157
  nChanged 4
		SP:Iteration 95Q (1152.210000 sec): 3 clusters
  Score: Raw -1092120.110892 + Penalty 2992.807651 = -1089127.303241
  nChanged 3
		SP:Iteration 96Q (1152.350000 sec): 3 clusters
  Score: Raw -1092120.494449 + Penalty 2992.807651 = -1089127.686798
  nChanged 2
		SP:Iteration 97Q (1152.600000 sec): 3 clusters
  Score: Raw -1092120.666939 + Penalty 2992.807651 = -1089127.859288
  nChanged 0
		SP:Iteration 98F (1152.820000 sec): 3 clusters
  Score: Raw -1092120.666939 + Penalty 2992.807651 = -1089127.859288
  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 6.36 GB.

 Trying to split cluster 14 (44629 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (1153.160000 sec): 2 clusters
  Score: Raw -5424449.535791 + Penalty 1739.747612 = -5422709.788179
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (1153.650000 sec): 3 clusters
  Score: Raw -5396396.269377 + Penalty 3479.495224 = -5392916.774153
  nChanged 20801
		SP:Iteration 1F (1154.040000 sec): 3 clusters
  Score: Raw -5408997.515292 + Penalty 3479.495224 = -5405518.020068
  nChanged 2531
		SP:Iteration 2F (1154.500000 sec): 3 clusters
  Score: Raw -5410312.503663 + Penalty 3479.495224 = -5406833.008439
  nChanged 2868
		SP:Iteration 3F (1154.920000 sec): 3 clusters
  Score: Raw -5412049.849912 + Penalty 3479.495224 = -5408570.354688
  nChanged 2997
		SP:Iteration 4F (1155.410000 sec): 3 clusters
  Score: Raw -5414137.040890 + Penalty 3479.495224 = -5410657.545666
  nChanged 2869
		SP:Iteration 5F (1155.780000 sec): 3 clusters
  Score: Raw -5416196.870885 + Penalty 3479.495224 = -5412717.375661
  nChanged 2567
		SP:Iteration 6F (1156.180000 sec): 3 clusters
  Score: Raw -5418130.459436 + Penalty 3479.495224 = -5414650.964212
  nChanged 2268
		SP:Iteration 7F (1156.660000 sec): 3 clusters
  Score: Raw -5419894.992971 + Penalty 3479.495224 = -5416415.497747
  nChanged 1936
		SP:Iteration 8Q (1157.110000 sec): 3 clusters
  Score: Raw -5421525.148164 + Penalty 3479.495224 = -5418045.652939
  nChanged 1533
		SP:Iteration 9Q (1157.530000 sec): 3 clusters
  Score: Raw -5423039.413402 + Penalty 3479.495224 = -5419559.918178
  nChanged 1247
		SP:Iteration 10Q (1157.940000 sec): 3 clusters
  Score: Raw -5424433.735187 + Penalty 3479.495224 = -5420954.239963
  nChanged 959
		SP:Iteration 11Q (1158.320000 sec): 3 clusters
  Score: Raw -5425242.366228 + Penalty 3479.495224 = -5421762.871004
  nChanged 740
		SP:Iteration 12Q (1158.760000 sec): 3 clusters
  Score: Raw -5425622.040875 + Penalty 3479.495224 = -5422142.545651
  nChanged 506
		SP:Iteration 13Q (1159.180000 sec): 3 clusters
  Score: Raw -5425785.941939 + Penalty 3479.495224 = -5422306.446715
  nChanged 362
		SP:Iteration 14Q (1159.580000 sec): 3 clusters
  Score: Raw -5425877.758962 + Penalty 3479.495224 = -5422398.263738
  nChanged 262
		SP:Iteration 15Q (1160.000000 sec): 3 clusters
  Score: Raw -5425929.461541 + Penalty 3479.495224 = -5422449.966317
  nChanged 205
		SP:Iteration 16Q (1160.460000 sec): 3 clusters
  Score: Raw -5425965.981541 + Penalty 3479.495224 = -5422486.486317
  nChanged 166
		SP:Iteration 17Q (1160.870000 sec): 3 clusters
  Score: Raw -5425989.837092 + Penalty 3479.495224 = -5422510.341867
  nChanged 127
		SP:Iteration 18Q (1161.260000 sec): 3 clusters
  Score: Raw -5426006.105170 + Penalty 3479.495224 = -5422526.609946
  nChanged 94
		SP:Iteration 19Q (1161.730000 sec): 3 clusters
  Score: Raw -5426015.825302 + Penalty 3479.495224 = -5422536.330078
  nChanged 84
		SP:Iteration 20F (1162.160000 sec): 3 clusters
  Score: Raw -5426023.330618 + Penalty 3479.495224 = -5422543.835394
  nChanged 61
		SP:Iteration 21Q (1162.580000 sec): 3 clusters
  Score: Raw -5426028.896782 + Penalty 3479.495224 = -5422549.401558
  nChanged 55
		SP:Iteration 22Q (1163.000000 sec): 3 clusters
  Score: Raw -5426032.978083 + Penalty 3479.495224 = -5422553.482859
  nChanged 48
		SP:Iteration 23Q (1163.480000 sec): 3 clusters
  Score: Raw -5426035.968213 + Penalty 3479.495224 = -5422556.472989
  nChanged 35
		SP:Iteration 24Q (1163.940000 sec): 3 clusters
  Score: Raw -5426037.667531 + Penalty 3479.495224 = -5422558.172307
  nChanged 17
		SP:Iteration 25Q (1164.380000 sec): 3 clusters
  Score: Raw -5426038.548874 + Penalty 3479.495224 = -5422559.053650
  nChanged 20
		SP:Iteration 26Q (1164.870000 sec): 3 clusters
  Score: Raw -5426039.363375 + Penalty 3479.495224 = -5422559.868151
  nChanged 16
		SP:Iteration 27Q (1165.250000 sec): 3 clusters
  Score: Raw -5426040.148147 + Penalty 3479.495224 = -5422560.652923
  nChanged 18
		SP:Iteration 28Q (1165.710000 sec): 3 clusters
  Score: Raw -5426041.056669 + Penalty 3479.495224 = -5422561.561445
  nChanged 23
		SP:Iteration 29Q (1166.220000 sec): 3 clusters
  Score: Raw -5426042.131384 + Penalty 3479.495224 = -5422562.636160
  nChanged 22
		SP:Iteration 30Q (1166.720000 sec): 3 clusters
  Score: Raw -5426043.339551 + Penalty 3479.495224 = -5422563.844327
  nChanged 17
		SP:Iteration 31Q (1167.230000 sec): 3 clusters
  Score: Raw -5426044.365029 + Penalty 3479.495224 = -5422564.869805
  nChanged 21
		SP:Iteration 32Q (1167.780000 sec): 3 clusters
  Score: Raw -5426045.386253 + Penalty 3479.495224 = -5422565.891029
  nChanged 14
		SP:Iteration 33Q (1168.240000 sec): 3 clusters
  Score: Raw -5426046.034155 + Penalty 3479.495224 = -5422566.538931
  nChanged 13
		SP:Iteration 34Q (1168.730000 sec): 3 clusters
  Score: Raw -5426046.654301 + Penalty 3479.495224 = -5422567.159077
  nChanged 12
		SP:Iteration 35Q (1169.190000 sec): 3 clusters
  Score: Raw -5426047.207063 + Penalty 3479.495224 = -5422567.711839
  nChanged 7
		SP:Iteration 36Q (1169.680000 sec): 3 clusters
  Score: Raw -5426047.460250 + Penalty 3479.495224 = -5422567.965026
  nChanged 4
		SP:Iteration 37Q (1170.140000 sec): 3 clusters
  Score: Raw -5426047.637334 + Penalty 3479.495224 = -5422568.142110
  nChanged 4
		SP:Iteration 38Q (1170.580000 sec): 3 clusters
  Score: Raw -5426047.781889 + Penalty 3479.495224 = -5422568.286665
  nChanged 3
		SP:Iteration 39Q (1171.100000 sec): 3 clusters
  Score: Raw -5426047.885389 + Penalty 3479.495224 = -5422568.390165
  nChanged 1
		SP:Iteration 40F (1171.470000 sec): 3 clusters
  Score: Raw -5426047.946017 + Penalty 3479.495224 = -5422568.450793
  nChanged 2
		SP:Iteration 41Q (1171.840000 sec): 3 clusters
  Score: Raw -5426048.037912 + Penalty 3479.495224 = -5422568.542688
  nChanged 3
		SP:Iteration 42Q (1172.180000 sec): 3 clusters
  Score: Raw -5426048.174036 + Penalty 3479.495224 = -5422568.678812
  nChanged 3
		SP:Iteration 43Q (1172.600000 sec): 3 clusters
  Score: Raw -5426048.337942 + Penalty 3479.495224 = -5422568.842718
  nChanged 4
		SP:Iteration 44Q (1173.060000 sec): 3 clusters
  Score: Raw -5426048.628351 + Penalty 3479.495224 = -5422569.133127
  nChanged 6
		SP:Iteration 45Q (1173.480000 sec): 3 clusters
  Score: Raw -5426048.921029 + Penalty 3479.495224 = -5422569.425805
  nChanged 6
		SP:Iteration 46Q (1173.890000 sec): 3 clusters
  Score: Raw -5426049.079051 + Penalty 3479.495224 = -5422569.583827
  nChanged 1
		SP:Iteration 47Q (1174.300000 sec): 3 clusters
  Score: Raw -5426049.122292 + Penalty 3479.495224 = -5422569.627068
  nChanged 2
		SP:Iteration 48Q (1174.720000 sec): 3 clusters
  Score: Raw -5426049.188035 + Penalty 3479.495224 = -5422569.692811
  nChanged 4
		SP:Iteration 49Q (1175.140000 sec): 3 clusters
  Score: Raw -5426049.355410 + Penalty 3479.495224 = -5422569.860186
  nChanged 4
		SP:Iteration 50Q (1175.530000 sec): 3 clusters
  Score: Raw -5426049.590585 + Penalty 3479.495224 = -5422570.095361
  nChanged 9
		SP:Iteration 51Q (1175.980000 sec): 3 clusters
  Score: Raw -5426049.939126 + Penalty 3479.495224 = -5422570.443902
  nChanged 3
		SP:Iteration 52Q (1176.360000 sec): 3 clusters
  Score: Raw -5426050.091502 + Penalty 3479.495224 = -5422570.596278
  nChanged 3
		SP:Iteration 53Q (1176.790000 sec): 3 clusters
  Score: Raw -5426050.215579 + Penalty 3479.495224 = -5422570.720355
  nChanged 3
		SP:Iteration 54Q (1177.200000 sec): 3 clusters
  Score: Raw -5426050.274405 + Penalty 3479.495224 = -5422570.779181
  nChanged 1
		SP:Iteration 55Q (1177.660000 sec): 3 clusters
  Score: Raw -5426050.306193 + Penalty 3479.495224 = -5422570.810969
  nChanged 0
		SP:Iteration 56F (1178.120000 sec): 3 clusters
  Score: Raw -5426050.306193 + Penalty 3479.495224 = -5422570.810969
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 15 (7372 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (1178.250000 sec): 2 clusters
  Score: Raw -820259.491792 + Penalty 1447.134702 = -818812.357090
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (1178.450000 sec): 3 clusters
  Score: Raw -816307.884915 + Penalty 2894.269404 = -813413.615511
  nChanged 3113
		SP:Iteration 1F (1178.630000 sec): 3 clusters
  Score: Raw -818534.281284 + Penalty 2894.269404 = -815640.011880
  nChanged 699
		SP:Iteration 2F (1178.910000 sec): 3 clusters
  Score: Raw -819222.849571 + Penalty 2894.269404 = -816328.580167
  nChanged 638
		SP:Iteration 3F (1179.130000 sec): 3 clusters
  Score: Raw -819847.821167 + Penalty 2894.269404 = -816953.551764
  nChanged 549
		SP:Iteration 4F (1179.350000 sec): 3 clusters
  Score: Raw -820378.979098 + Penalty 2894.269404 = -817484.709694
  nChanged 475
		SP:Iteration 5F (1179.520000 sec): 3 clusters
  Score: Raw -820725.741689 + Penalty 2894.269404 = -817831.472286
  nChanged 356
		SP:Iteration 6Q (1179.740000 sec): 3 clusters
  Score: Raw -820978.068335 + Penalty 2894.269404 = -818083.798932
  nChanged 281
		SP:Iteration 7Q (1179.910000 sec): 3 clusters
  Score: Raw -821174.420422 + Penalty 2894.269404 = -818280.151019
  nChanged 235
		SP:Iteration 8Q (1180.130000 sec): 3 clusters
  Score: Raw -821355.401350 + Penalty 2894.269404 = -818461.131946
  nChanged 221
		SP:Iteration 9Q (1180.300000 sec): 3 clusters
  Score: Raw -821538.945772 + Penalty 2894.269404 = -818644.676368
  nChanged 182
		SP:Iteration 10Q (1180.490000 sec): 3 clusters
  Score: Raw -821679.589668 + Penalty 2894.269404 = -818785.320264
  nChanged 152
		SP:Iteration 11Q (1180.710000 sec): 3 clusters
  Score: Raw -821804.626649 + Penalty 2894.269404 = -818910.357246
  nChanged 122
		SP:Iteration 12Q (1180.890000 sec): 3 clusters
  Score: Raw -821926.891386 + Penalty 2894.269404 = -819032.621983
  nChanged 131
		SP:Iteration 13Q (1181.110000 sec): 3 clusters
  Score: Raw -822062.470955 + Penalty 2894.269404 = -819168.201552
  nChanged 126
		SP:Iteration 14Q (1181.320000 sec): 3 clusters
  Score: Raw -822196.567982 + Penalty 2894.269404 = -819302.298578
  nChanged 132
		SP:Iteration 15Q (1181.450000 sec): 3 clusters
  Score: Raw -822314.695572 + Penalty 2894.269404 = -819420.426168
  nChanged 109
		SP:Iteration 16Q (1181.710000 sec): 3 clusters
  Score: Raw -822391.403159 + Penalty 2894.269404 = -819497.133756
  nChanged 91
		SP:Iteration 17Q (1182.020000 sec): 3 clusters
  Score: Raw -822462.382395 + Penalty 2894.269404 = -819568.112991
  nChanged 95
		SP:Iteration 18Q (1182.220000 sec): 3 clusters
  Score: Raw -822511.582542 + Penalty 2894.269404 = -819617.313138
  nChanged 84
		SP:Iteration 19Q (1182.410000 sec): 3 clusters
  Score: Raw -822545.029189 + Penalty 2894.269404 = -819650.759785
  nChanged 70
		SP:Iteration 20F (1182.620000 sec): 3 clusters
  Score: Raw -822575.803067 + Penalty 2894.269404 = -819681.533663
  nChanged 60
		SP:Iteration 21Q (1182.820000 sec): 3 clusters
  Score: Raw -822605.139409 + Penalty 2894.269404 = -819710.870005
  nChanged 63
		SP:Iteration 22Q (1183.030000 sec): 3 clusters
  Score: Raw -822634.990279 + Penalty 2894.269404 = -819740.720876
  nChanged 49
		SP:Iteration 23Q (1183.290000 sec): 3 clusters
  Score: Raw -822658.144440 + Penalty 2894.269404 = -819763.875037
  nChanged 55
		SP:Iteration 24Q (1183.490000 sec): 3 clusters
  Score: Raw -822683.101248 + Penalty 2894.269404 = -819788.831845
  nChanged 58
		SP:Iteration 25Q (1183.690000 sec): 3 clusters
  Score: Raw -822710.949466 + Penalty 2894.269404 = -819816.680062
  nChanged 67
		SP:Iteration 26Q (1183.910000 sec): 3 clusters
  Score: Raw -822749.183221 + Penalty 2894.269404 = -819854.913817
  nChanged 65
		SP:Iteration 27Q (1184.130000 sec): 3 clusters
  Score: Raw -822777.578188 + Penalty 2894.269404 = -819883.308784
  nChanged 56
		SP:Iteration 28Q (1184.300000 sec): 3 clusters
  Score: Raw -822803.799926 + Penalty 2894.269404 = -819909.530523
  nChanged 38
		SP:Iteration 29Q (1184.530000 sec): 3 clusters
  Score: Raw -822816.373816 + Penalty 2894.269404 = -819922.104412
  nChanged 24
		SP:Iteration 30Q (1184.740000 sec): 3 clusters
  Score: Raw -822822.182072 + Penalty 2894.269404 = -819927.912668
  nChanged 17
		SP:Iteration 31Q (1184.920000 sec): 3 clusters
  Score: Raw -822826.732535 + Penalty 2894.269404 = -819932.463131
  nChanged 12
		SP:Iteration 32Q (1185.150000 sec): 3 clusters
  Score: Raw -822829.295134 + Penalty 2894.269404 = -819935.025730
  nChanged 13
		SP:Iteration 33Q (1185.370000 sec): 3 clusters
  Score: Raw -822832.929998 + Penalty 2894.269404 = -819938.660594
  nChanged 10
		SP:Iteration 34Q (1185.550000 sec): 3 clusters
  Score: Raw -822835.416555 + Penalty 2894.269404 = -819941.147152
  nChanged 16
		SP:Iteration 35Q (1185.770000 sec): 3 clusters
  Score: Raw -822838.557034 + Penalty 2894.269404 = -819944.287630
  nChanged 16
		SP:Iteration 36Q (1185.990000 sec): 3 clusters
  Score: Raw -822841.648356 + Penalty 2894.269404 = -819947.378952
  nChanged 15
		SP:Iteration 37Q (1186.250000 sec): 3 clusters
  Score: Raw -822844.903904 + Penalty 2894.269404 = -819950.634500
  nChanged 13
		SP:Iteration 38Q (1186.510000 sec): 3 clusters
  Score: Raw -822847.405912 + Penalty 2894.269404 = -819953.136508
  nChanged 14
		SP:Iteration 39Q (1186.670000 sec): 3 clusters
  Score: Raw -822850.965116 + Penalty 2894.269404 = -819956.695712
  nChanged 13
		SP:Iteration 40F (1186.870000 sec): 3 clusters
  Score: Raw -822853.181499 + Penalty 2894.269404 = -819958.912095
  nChanged 6
		SP:Iteration 41Q (1187.100000 sec): 3 clusters
  Score: Raw -822854.855782 + Penalty 2894.269404 = -819960.586379
  nChanged 5
		SP:Iteration 42Q (1187.250000 sec): 3 clusters
  Score: Raw -822855.953581 + Penalty 2894.269404 = -819961.684178
  nChanged 4
		SP:Iteration 43Q (1187.430000 sec): 3 clusters
  Score: Raw -822856.614139 + Penalty 2894.269404 = -819962.344735
  nChanged 1
		SP:Iteration 44Q (1187.630000 sec): 3 clusters
  Score: Raw -822856.709325 + Penalty 2894.269404 = -819962.439921
  nChanged 1
		SP:Iteration 45Q (1187.810000 sec): 3 clusters
  Score: Raw -822856.901046 + Penalty 2894.269404 = -819962.631642
  nChanged 1
		SP:Iteration 46Q (1188.010000 sec): 3 clusters
  Score: Raw -822857.034019 + Penalty 2894.269404 = -819962.764615
  nChanged 0
		SP:Iteration 47F (1188.230000 sec): 3 clusters
  Score: Raw -822857.034019 + Penalty 2894.269404 = -819962.764615
  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 6.36 GB.

 Trying to split cluster 16 (29232 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (1188.480000 sec): 2 clusters
  Score: Raw -3619501.291010 + Penalty 1670.990633 = -3617830.300377
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (1188.860000 sec): 3 clusters
  Score: Raw -3601612.529762 + Penalty 3341.981266 = -3598270.548497
  nChanged 13484
		SP:Iteration 1F (1189.230000 sec): 3 clusters
  Score: Raw -3609201.919322 + Penalty 3341.981266 = -3605859.938056
  nChanged 1662
		SP:Iteration 2F (1189.610000 sec): 3 clusters
  Score: Raw -3610026.863563 + Penalty 3341.981266 = -3606684.882298
  nChanged 1801
		SP:Iteration 3F (1189.990000 sec): 3 clusters
  Score: Raw -3611210.487502 + Penalty 3341.981266 = -3607868.506237
  nChanged 1951
		SP:Iteration 4F (1190.360000 sec): 3 clusters
  Score: Raw -3612549.281998 + Penalty 3341.981266 = -3609207.300732
  nChanged 1909
		SP:Iteration 5F (1190.740000 sec): 3 clusters
  Score: Raw -3613785.412631 + Penalty 3341.981266 = -3610443.431365
  nChanged 1754
		SP:Iteration 6F (1191.110000 sec): 3 clusters
  Score: Raw -3614878.673999 + Penalty 3341.981266 = -3611536.692734
  nChanged 1589
		SP:Iteration 7F (1191.490000 sec): 3 clusters
  Score: Raw -3615836.092067 + Penalty 3341.981266 = -3612494.110802
  nChanged 1370
		SP:Iteration 8Q (1191.870000 sec): 3 clusters
  Score: Raw -3616709.342497 + Penalty 3341.981266 = -3613367.361232
  nChanged 1147
		SP:Iteration 9Q (1192.240000 sec): 3 clusters
  Score: Raw -3617554.435565 + Penalty 3341.981266 = -3614212.454300
  nChanged 996
		SP:Iteration 10Q (1192.550000 sec): 3 clusters
  Score: Raw -3618182.647808 + Penalty 3341.981266 = -3614840.666542
  nChanged 783
		SP:Iteration 11Q (1192.870000 sec): 3 clusters
  Score: Raw -3618509.914189 + Penalty 3341.981266 = -3615167.932923
  nChanged 616
		SP:Iteration 12Q (1193.210000 sec): 3 clusters
  Score: Raw -3618699.161293 + Penalty 3341.981266 = -3615357.180028
  nChanged 547
		SP:Iteration 13Q (1193.520000 sec): 3 clusters
  Score: Raw -3618868.413120 + Penalty 3341.981266 = -3615526.431855
  nChanged 527
		SP:Iteration 14Q (1193.860000 sec): 3 clusters
  Score: Raw -3619034.652222 + Penalty 3341.981266 = -3615692.670956
  nChanged 499
		SP:Iteration 15Q (1194.120000 sec): 3 clusters
  Score: Raw -3619194.783137 + Penalty 3341.981266 = -3615852.801871
  nChanged 480
		SP:Iteration 16Q (1194.490000 sec): 3 clusters
  Score: Raw -3619350.189786 + Penalty 3341.981266 = -3616008.208521
  nChanged 448
		SP:Iteration 17Q (1194.820000 sec): 3 clusters
  Score: Raw -3619480.655280 + Penalty 3341.981266 = -3616138.674014
  nChanged 435
		SP:Iteration 18Q (1195.140000 sec): 3 clusters
  Score: Raw -3619603.380380 + Penalty 3341.981266 = -3616261.399114
  nChanged 428
		SP:Iteration 19Q (1195.510000 sec): 3 clusters
  Score: Raw -3619726.402199 + Penalty 3341.981266 = -3616384.420934
  nChanged 387
		SP:Iteration 20F (1195.820000 sec): 3 clusters
  Score: Raw -3619835.558717 + Penalty 3341.981266 = -3616493.577451
  nChanged 361
		SP:Iteration 21Q (1196.160000 sec): 3 clusters
  Score: Raw -3619939.493228 + Penalty 3341.981266 = -3616597.511962
  nChanged 360
		SP:Iteration 22Q (1196.460000 sec): 3 clusters
  Score: Raw -3620042.350636 + Penalty 3341.981266 = -3616700.369370
  nChanged 311
		SP:Iteration 23Q (1196.770000 sec): 3 clusters
  Score: Raw -3620137.215899 + Penalty 3341.981266 = -3616795.234633
  nChanged 290
		SP:Iteration 24Q (1197.110000 sec): 3 clusters
  Score: Raw -3620240.315582 + Penalty 3341.981266 = -3616898.334317
  nChanged 277
		SP:Iteration 25Q (1197.420000 sec): 3 clusters
  Score: Raw -3620344.843096 + Penalty 3341.981266 = -3617002.861831
  nChanged 267
		SP:Iteration 26Q (1197.690000 sec): 3 clusters
  Score: Raw -3620450.945519 + Penalty 3341.981266 = -3617108.964254
  nChanged 237
		SP:Iteration 27Q (1198.070000 sec): 3 clusters
  Score: Raw -3620556.117753 + Penalty 3341.981266 = -3617214.136488
  nChanged 217
		SP:Iteration 28Q (1198.390000 sec): 3 clusters
  Score: Raw -3620642.437093 + Penalty 3341.981266 = -3617300.455827
  nChanged 201
		SP:Iteration 29Q (1198.720000 sec): 3 clusters
  Score: Raw -3620715.913773 + Penalty 3341.981266 = -3617373.932507
  nChanged 163
		SP:Iteration 30Q (1199.050000 sec): 3 clusters
  Score: Raw -3620767.201210 + Penalty 3341.981266 = -3617425.219944
  nChanged 155
		SP:Iteration 31Q (1199.380000 sec): 3 clusters
  Score: Raw -3620808.692911 + Penalty 3341.981266 = -3617466.711646
  nChanged 122
		SP:Iteration 32Q (1199.640000 sec): 3 clusters
  Score: Raw -3620837.914630 + Penalty 3341.981266 = -3617495.933364
  nChanged 110
		SP:Iteration 33Q (1199.960000 sec): 3 clusters
  Score: Raw -3620867.698688 + Penalty 3341.981266 = -3617525.717423
  nChanged 97
		SP:Iteration 34Q (1200.220000 sec): 3 clusters
  Score: Raw -3620895.631770 + Penalty 3341.981266 = -3617553.650504
  nChanged 87
		SP:Iteration 35Q (1200.510000 sec): 3 clusters
  Score: Raw -3620919.125458 + Penalty 3341.981266 = -3617577.144192
  nChanged 72
		SP:Iteration 36Q (1200.840000 sec): 3 clusters
  Score: Raw -3620936.868399 + Penalty 3341.981266 = -3617594.887134
  nChanged 72
		SP:Iteration 37Q (1201.140000 sec): 3 clusters
  Score: Raw -3620955.782521 + Penalty 3341.981266 = -3617613.801256
  nChanged 70
		SP:Iteration 38Q (1201.460000 sec): 3 clusters
  Score: Raw -3620978.142224 + Penalty 3341.981266 = -3617636.160959
  nChanged 78
		SP:Iteration 39Q (1201.800000 sec): 3 clusters
  Score: Raw -3621002.872381 + Penalty 3341.981266 = -3617660.891115
  nChanged 63
		SP:Iteration 40F (1202.070000 sec): 3 clusters
  Score: Raw -3621414.548801 + Penalty 3341.981266 = -3618072.567536
  nChanged 136
		SP:Iteration 41Q (1202.360000 sec): 3 clusters
  Score: Raw -3622328.064971 + Penalty 3341.981266 = -3618986.083705
  nChanged 301
		SP:Iteration 42Q (1202.660000 sec): 3 clusters
  Score: Raw -3622809.042994 + Penalty 3341.981266 = -3619467.061728
  nChanged 264
		SP:Iteration 43Q (1203.030000 sec): 3 clusters
  Score: Raw -3623080.900766 + Penalty 3341.981266 = -3619738.919500
  nChanged 218
		SP:Iteration 44Q (1203.310000 sec): 3 clusters
  Score: Raw -3623306.482160 + Penalty 3341.981266 = -3619964.500894
  nChanged 210
		SP:Iteration 45Q (1203.610000 sec): 3 clusters
  Score: Raw -3623522.491186 + Penalty 3341.981266 = -3620180.509921
  nChanged 188
		SP:Iteration 46Q (1203.900000 sec): 3 clusters
  Score: Raw -3623782.671687 + Penalty 3341.981266 = -3620440.690421
  nChanged 191
		SP:Iteration 47Q (1204.260000 sec): 3 clusters
  Score: Raw -3624035.173230 + Penalty 3341.981266 = -3620693.191965
  nChanged 161
		SP:Iteration 48Q (1204.590000 sec): 3 clusters
  Score: Raw -3624264.484399 + Penalty 3341.981266 = -3620922.503134
  nChanged 126
		SP:Iteration 49Q (1204.920000 sec): 3 clusters
  Score: Raw -3624395.737674 + Penalty 3341.981266 = -3621053.756408
  nChanged 86
		SP:Iteration 50Q (1205.250000 sec): 3 clusters
  Score: Raw -3624476.937831 + Penalty 3341.981266 = -3621134.956565
  nChanged 58
		SP:Iteration 51Q (1205.520000 sec): 3 clusters
  Score: Raw -3624522.630019 + Penalty 3341.981266 = -3621180.648753
  nChanged 50
		SP:Iteration 52Q (1205.790000 sec): 3 clusters
  Score: Raw -3624551.422076 + Penalty 3341.981266 = -3621209.440810
  nChanged 26
		SP:Iteration 53Q (1206.090000 sec): 3 clusters
  Score: Raw -3624565.399507 + Penalty 3341.981266 = -3621223.418242
  nChanged 14
		SP:Iteration 54Q (1206.450000 sec): 3 clusters
  Score: Raw -3624570.662247 + Penalty 3341.981266 = -3621228.680981
  nChanged 12
		SP:Iteration 55Q (1206.690000 sec): 3 clusters
  Score: Raw -3624573.388267 + Penalty 3341.981266 = -3621231.407001
  nChanged 9
		SP:Iteration 56Q (1206.970000 sec): 3 clusters
  Score: Raw -3624576.359492 + Penalty 3341.981266 = -3621234.378227
  nChanged 3
		SP:Iteration 57Q (1207.230000 sec): 3 clusters
  Score: Raw -3624576.745798 + Penalty 3341.981266 = -3621234.764532
  nChanged 0
		SP:Iteration 58F (1207.540000 sec): 3 clusters
  Score: Raw -3624747.749329 + Penalty 3341.981266 = -3621405.768064
  nChanged 94
		SP:Iteration 59Q (1207.790000 sec): 3 clusters
  Score: Raw -3624818.443200 + Penalty 3341.981266 = -3621476.461934
  nChanged 61
		SP:Iteration 60F (1208.070000 sec): 3 clusters
  Score: Raw -3624839.504104 + Penalty 3341.981266 = -3621497.522838
  nChanged 37
		SP:Iteration 61Q (1208.380000 sec): 3 clusters
  Score: Raw -3624853.948358 + Penalty 3341.981266 = -3621511.967092
  nChanged 37
		SP:Iteration 62Q (1208.700000 sec): 3 clusters
  Score: Raw -3624863.030704 + Penalty 3341.981266 = -3621521.049439
  nChanged 27
		SP:Iteration 63Q (1209.010000 sec): 3 clusters
  Score: Raw -3624869.922254 + Penalty 3341.981266 = -3621527.940988
  nChanged 17
		SP:Iteration 64Q (1209.330000 sec): 3 clusters
  Score: Raw -3624871.929301 + Penalty 3341.981266 = -3621529.948035
  nChanged 12
		SP:Iteration 65Q (1209.610000 sec): 3 clusters
  Score: Raw -3624873.155962 + Penalty 3341.981266 = -3621531.174696
  nChanged 2
		SP:Iteration 66Q (1209.900000 sec): 3 clusters
  Score: Raw -3624873.423776 + Penalty 3341.981266 = -3621531.442511
  nChanged 1
		SP:Iteration 67Q (1210.170000 sec): 3 clusters
  Score: Raw -3624873.463957 + Penalty 3341.981266 = -3621531.482691
  nChanged 2
		SP:Iteration 68Q (1210.450000 sec): 3 clusters
  Score: Raw -3624873.892819 + Penalty 3341.981266 = -3621531.911553
  nChanged 1
		SP:Iteration 69Q (1210.710000 sec): 3 clusters
  Score: Raw -3624873.944321 + Penalty 3341.981266 = -3621531.963056
  nChanged 0
		SP:Iteration 70F (1211.080000 sec): 3 clusters
  Score: Raw -3624873.944321 + Penalty 3341.981266 = -3621531.963056
  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 6.36 GB.

 Trying to split cluster 17 (2472 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (1211.210000 sec): 2 clusters
  Score: Raw -234493.163814 + Penalty 1269.577208 = -233223.586606
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (1211.350000 sec): 3 clusters
  Score: Raw -233680.762872 + Penalty 2539.154416 = -231141.608456
  nChanged 1017
		SP:Iteration 1F (1211.520000 sec): 3 clusters
  Score: Raw -236198.658963 + Penalty 2539.154416 = -233659.504547
  nChanged 467
		SP:Iteration 2F (1211.660000 sec): 3 clusters
  Score: Raw -238611.857611 + Penalty 2539.154416 = -236072.703195
  nChanged 342
		SP:Iteration 3F (1211.790000 sec): 3 clusters
  Score: Raw -240230.212419 + Penalty 2539.154416 = -237691.058003
  nChanged 150
		SP:Iteration 4F (1211.910000 sec): 3 clusters
  Score: Raw -240913.700443 + Penalty 2539.154416 = -238374.546027
  nChanged 65
		SP:Iteration 5Q (1212.030000 sec): 3 clusters
  Score: Raw -241182.697787 + Penalty 2539.154416 = -238643.543371
  nChanged 56
		SP:Iteration 6Q (1212.220000 sec): 3 clusters
  Score: Raw -241320.064963 + Penalty 2539.154416 = -238780.910547
  nChanged 33
		SP:Iteration 7Q (1212.390000 sec): 3 clusters
  Score: Raw -241395.720590 + Penalty 2539.154416 = -238856.566174
  nChanged 26
		SP:Iteration 8Q (1212.580000 sec): 3 clusters
  Score: Raw -241433.468212 + Penalty 2539.154416 = -238894.313796
  nChanged 14
		SP:Iteration 9Q (1212.770000 sec): 3 clusters
  Score: Raw -241458.822669 + Penalty 2539.154416 = -238919.668253
  nChanged 13
		SP:Iteration 10Q (1212.940000 sec): 3 clusters
  Score: Raw -241472.558272 + Penalty 2539.154416 = -238933.403856
  nChanged 10
		SP:Iteration 11Q (1213.120000 sec): 3 clusters
  Score: Raw -241488.513991 + Penalty 2539.154416 = -238949.359575
  nChanged 11
		SP:Iteration 12Q (1213.250000 sec): 3 clusters
  Score: Raw -241503.221774 + Penalty 2539.154416 = -238964.067358
  nChanged 8
		SP:Iteration 13Q (1213.420000 sec): 3 clusters
  Score: Raw -241507.178147 + Penalty 2539.154416 = -238968.023730
  nChanged 6
		SP:Iteration 14Q (1213.520000 sec): 3 clusters
  Score: Raw -241510.757314 + Penalty 2539.154416 = -238971.602898
  nChanged 2
		SP:Iteration 15Q (1213.680000 sec): 3 clusters
  Score: Raw -241511.657352 + Penalty 2539.154416 = -238972.502936
  nChanged 1
		SP:Iteration 16Q (1213.860000 sec): 3 clusters
  Score: Raw -241511.998312 + Penalty 2539.154416 = -238972.843896
  nChanged 1
		SP:Iteration 17Q (1214.000000 sec): 3 clusters
  Score: Raw -241512.583522 + Penalty 2539.154416 = -238973.429106
  nChanged 3
		SP:Iteration 18Q (1214.120000 sec): 3 clusters
  Score: Raw -241514.028127 + Penalty 2539.154416 = -238974.873711
  nChanged 4
		SP:Iteration 19Q (1214.300000 sec): 3 clusters
  Score: Raw -241515.977627 + Penalty 2539.154416 = -238976.823211
  nChanged 4
		SP:Iteration 20F (1214.480000 sec): 3 clusters
  Score: Raw -241527.537286 + Penalty 2539.154416 = -238988.382870
  nChanged 11
		SP:Iteration 21Q (1214.660000 sec): 3 clusters
  Score: Raw -241548.613544 + Penalty 2539.154416 = -239009.459128
  nChanged 21
		SP:Iteration 22Q (1214.820000 sec): 3 clusters
  Score: Raw -241595.850118 + Penalty 2539.154416 = -239056.695702
  nChanged 31
		SP:Iteration 23Q (1214.980000 sec): 3 clusters
  Score: Raw -241687.820875 + Penalty 2539.154416 = -239148.666458
  nChanged 40
		SP:Iteration 24Q (1215.140000 sec): 3 clusters
  Score: Raw -241798.539553 + Penalty 2539.154416 = -239259.385137
  nChanged 35
		SP:Iteration 25Q (1215.300000 sec): 3 clusters
  Score: Raw -241851.570776 + Penalty 2539.154416 = -239312.416360
  nChanged 12
		SP:Iteration 26Q (1215.460000 sec): 3 clusters
  Score: Raw -241858.657347 + Penalty 2539.154416 = -239319.502931
  nChanged 2
		SP:Iteration 27Q (1215.620000 sec): 3 clusters
  Score: Raw -241859.598736 + Penalty 2539.154416 = -239320.444320
  nChanged 1
		SP:Iteration 28Q (1215.780000 sec): 3 clusters
  Score: Raw -241860.252950 + Penalty 2539.154416 = -239321.098534
  nChanged 0
		SP:Iteration 29F (1215.940000 sec): 3 clusters
  Score: Raw -241974.296432 + Penalty 2539.154416 = -239435.142016
  nChanged 36
		SP:Iteration 30Q (1216.100000 sec): 3 clusters
  Score: Raw -242154.779915 + Penalty 2539.154416 = -239615.625499
  nChanged 32
		SP:Iteration 31Q (1216.260000 sec): 3 clusters
  Score: Raw -242237.339082 + Penalty 2539.154416 = -239698.184666
  nChanged 22
		SP:Iteration 32Q (1216.420000 sec): 3 clusters
  Score: Raw -242271.939416 + Penalty 2539.154416 = -239732.785000
  nChanged 11
		SP:Iteration 33Q (1216.590000 sec): 3 clusters
  Score: Raw -242296.184236 + Penalty 2539.154416 = -239757.029820
  nChanged 16
		SP:Iteration 34Q (1216.750000 sec): 3 clusters
  Score: Raw -242313.943909 + Penalty 2539.154416 = -239774.789493
  nChanged 6
		SP:Iteration 35Q (1216.890000 sec): 3 clusters
  Score: Raw -242318.392889 + Penalty 2539.154416 = -239779.238473
  nChanged 2
		SP:Iteration 36Q (1217.030000 sec): 3 clusters
  Score: Raw -242320.800823 + Penalty 2539.154416 = -239781.646407
  nChanged 6
		SP:Iteration 37Q (1217.200000 sec): 3 clusters
  Score: Raw -242326.973506 + Penalty 2539.154416 = -239787.819090
  nChanged 5
		SP:Iteration 38Q (1217.360000 sec): 3 clusters
  Score: Raw -242330.635001 + Penalty 2539.154416 = -239791.480585
  nChanged 6
		SP:Iteration 39Q (1217.530000 sec): 3 clusters
  Score: Raw -242339.484387 + Penalty 2539.154416 = -239800.329971
  nChanged 4
		SP:Iteration 40F (1217.690000 sec): 3 clusters
  Score: Raw -242342.209824 + Penalty 2539.154416 = -239803.055408
  nChanged 4
		SP:Iteration 41Q (1217.850000 sec): 3 clusters
  Score: Raw -242344.321852 + Penalty 2539.154416 = -239805.167436
  nChanged 1
		SP:Iteration 42Q (1218.010000 sec): 3 clusters
  Score: Raw -242344.701554 + Penalty 2539.154416 = -239805.547138
  nChanged 0
		SP:Iteration 43F (1218.180000 sec): 3 clusters
  Score: Raw -242344.701554 + Penalty 2539.154416 = -239805.547138
  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 6.36 GB.

 Trying to split cluster 18 (8453 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (1218.290000 sec): 2 clusters
  Score: Raw -1029800.344377 + Penalty 1469.369962 = -1028330.974415
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (1218.530000 sec): 3 clusters
  Score: Raw -1025052.640109 + Penalty 2938.739923 = -1022113.900185
  nChanged 3645
		SP:Iteration 1F (1218.700000 sec): 3 clusters
  Score: Raw -1027200.690982 + Penalty 2938.739923 = -1024261.951059
  nChanged 674
		SP:Iteration 2F (1218.930000 sec): 3 clusters
  Score: Raw -1027687.595175 + Penalty 2938.739923 = -1024748.855252
  nChanged 701
		SP:Iteration 3F (1219.090000 sec): 3 clusters
  Score: Raw -1028405.430110 + Penalty 2938.739923 = -1025466.690187
  nChanged 796
		SP:Iteration 4F (1219.270000 sec): 3 clusters
  Score: Raw -1029647.272106 + Penalty 2938.739923 = -1026708.532183
  nChanged 838
		SP:Iteration 5F (1219.450000 sec): 3 clusters
  Score: Raw -1031143.185441 + Penalty 2938.739923 = -1028204.445518
  nChanged 609
		SP:Iteration 6F (1219.630000 sec): 3 clusters
  Score: Raw -1031996.568950 + Penalty 2938.739923 = -1029057.829027
  nChanged 299
		SP:Iteration 7Q (1219.810000 sec): 3 clusters
  Score: Raw -1032391.689586 + Penalty 2938.739923 = -1029452.949663
  nChanged 130
		SP:Iteration 8Q (1219.990000 sec): 3 clusters
  Score: Raw -1032569.102731 + Penalty 2938.739923 = -1029630.362808
  nChanged 70
		SP:Iteration 9Q (1220.170000 sec): 3 clusters
  Score: Raw -1032621.290262 + Penalty 2938.739923 = -1029682.550338
  nChanged 43
		SP:Iteration 10Q (1220.390000 sec): 3 clusters
  Score: Raw -1032642.509735 + Penalty 2938.739923 = -1029703.769812
  nChanged 17
		SP:Iteration 11Q (1220.570000 sec): 3 clusters
  Score: Raw -1032647.444587 + Penalty 2938.739923 = -1029708.704663
  nChanged 10
		SP:Iteration 12Q (1220.790000 sec): 3 clusters
  Score: Raw -1032649.408519 + Penalty 2938.739923 = -1029710.668595
  nChanged 8
		SP:Iteration 13Q (1220.970000 sec): 3 clusters
  Score: Raw -1032651.573960 + Penalty 2938.739923 = -1029712.834036
  nChanged 8
		SP:Iteration 14Q (1221.150000 sec): 3 clusters
  Score: Raw -1032653.973975 + Penalty 2938.739923 = -1029715.234052
  nChanged 4
		SP:Iteration 15Q (1221.320000 sec): 3 clusters
  Score: Raw -1032655.258268 + Penalty 2938.739923 = -1029716.518345
  nChanged 2
		SP:Iteration 16Q (1221.500000 sec): 3 clusters
  Score: Raw -1032655.794075 + Penalty 2938.739923 = -1029717.054151
  nChanged 0
		SP:Iteration 17F (1221.750000 sec): 3 clusters
  Score: Raw -1032655.794075 + Penalty 2938.739923 = -1029717.054151
  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 6.36 GB.

 Trying to split cluster 19 (20105 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (1222.000000 sec): 2 clusters
  Score: Raw -2327883.802907 + Penalty 1610.167621 = -2326273.635287
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (1222.350000 sec): 3 clusters
  Score: Raw -2315942.347873 + Penalty 3220.335241 = -2312722.012632
  nChanged 8992
		SP:Iteration 1F (1222.670000 sec): 3 clusters
  Score: Raw -2321434.859901 + Penalty 3220.335241 = -2318214.524660
  nChanged 1644
		SP:Iteration 2F (1222.900000 sec): 3 clusters
  Score: Raw -2322581.058746 + Penalty 3220.335241 = -2319360.723504
  nChanged 1636
		SP:Iteration 3F (1223.160000 sec): 3 clusters
  Score: Raw -2323963.679623 + Penalty 3220.335241 = -2320743.344381
  nChanged 1612
		SP:Iteration 4F (1223.440000 sec): 3 clusters
  Score: Raw -2325530.495807 + Penalty 3220.335241 = -2322310.160566
  nChanged 1321
		SP:Iteration 5F (1223.710000 sec): 3 clusters
  Score: Raw -2326751.206048 + Penalty 3220.335241 = -2323530.870807
  nChanged 947
		SP:Iteration 6Q (1223.950000 sec): 3 clusters
  Score: Raw -2327524.808210 + Penalty 3220.335241 = -2324304.472968
  nChanged 640
		SP:Iteration 7Q (1224.260000 sec): 3 clusters
  Score: Raw -2327996.843769 + Penalty 3220.335241 = -2324776.508528
  nChanged 465
		SP:Iteration 8Q (1224.520000 sec): 3 clusters
  Score: Raw -2328292.806013 + Penalty 3220.335241 = -2325072.470772
  nChanged 360
		SP:Iteration 9Q (1224.780000 sec): 3 clusters
  Score: Raw -2328500.307429 + Penalty 3220.335241 = -2325279.972188
  nChanged 268
		SP:Iteration 10Q (1225.100000 sec): 3 clusters
  Score: Raw -2328681.443226 + Penalty 3220.335241 = -2325461.107985
  nChanged 241
		SP:Iteration 11Q (1225.490000 sec): 3 clusters
  Score: Raw -2328831.306544 + Penalty 3220.335241 = -2325610.971303
  nChanged 226
		SP:Iteration 12Q (1225.780000 sec): 3 clusters
  Score: Raw -2328935.800087 + Penalty 3220.335241 = -2325715.464846
  nChanged 186
		SP:Iteration 13Q (1226.080000 sec): 3 clusters
  Score: Raw -2328993.446587 + Penalty 3220.335241 = -2325773.111346
  nChanged 141
		SP:Iteration 14Q (1226.420000 sec): 3 clusters
  Score: Raw -2329033.440349 + Penalty 3220.335241 = -2325813.105108
  nChanged 122
		SP:Iteration 15Q (1226.720000 sec): 3 clusters
  Score: Raw -2329065.989780 + Penalty 3220.335241 = -2325845.654539
  nChanged 84
		SP:Iteration 16Q (1227.000000 sec): 3 clusters
  Score: Raw -2329081.623392 + Penalty 3220.335241 = -2325861.288151
  nChanged 58
		SP:Iteration 17Q (1227.400000 sec): 3 clusters
  Score: Raw -2329092.108752 + Penalty 3220.335241 = -2325871.773511
  nChanged 45
		SP:Iteration 18Q (1227.650000 sec): 3 clusters
  Score: Raw -2329101.148009 + Penalty 3220.335241 = -2325880.812768
  nChanged 49
		SP:Iteration 19Q (1227.930000 sec): 3 clusters
  Score: Raw -2329109.488732 + Penalty 3220.335241 = -2325889.153491
  nChanged 43
		SP:Iteration 20F (1228.180000 sec): 3 clusters
  Score: Raw -2329117.363993 + Penalty 3220.335241 = -2325897.028752
  nChanged 37
		SP:Iteration 21Q (1228.450000 sec): 3 clusters
  Score: Raw -2329122.388620 + Penalty 3220.335241 = -2325902.053378
  nChanged 38
		SP:Iteration 22Q (1228.780000 sec): 3 clusters
  Score: Raw -2329127.747972 + Penalty 3220.335241 = -2325907.412730
  nChanged 34
		SP:Iteration 23Q (1229.020000 sec): 3 clusters
  Score: Raw -2329133.477932 + Penalty 3220.335241 = -2325913.142691
  nChanged 38
		SP:Iteration 24Q (1229.330000 sec): 3 clusters
  Score: Raw -2329139.035709 + Penalty 3220.335241 = -2325918.700468
  nChanged 25
		SP:Iteration 25Q (1229.630000 sec): 3 clusters
  Score: Raw -2329141.689449 + Penalty 3220.335241 = -2325921.354208
  nChanged 20
		SP:Iteration 26Q (1229.910000 sec): 3 clusters
  Score: Raw -2329144.732804 + Penalty 3220.335241 = -2325924.397563
  nChanged 16
		SP:Iteration 27Q (1230.160000 sec): 3 clusters
  Score: Raw -2329146.378011 + Penalty 3220.335241 = -2325926.042770
  nChanged 13
		SP:Iteration 28Q (1230.450000 sec): 3 clusters
  Score: Raw -2329147.836314 + Penalty 3220.335241 = -2325927.501073
  nChanged 11
		SP:Iteration 29Q (1230.810000 sec): 3 clusters
  Score: Raw -2329148.962248 + Penalty 3220.335241 = -2325928.627007
  nChanged 12
		SP:Iteration 30Q (1231.120000 sec): 3 clusters
  Score: Raw -2329150.191288 + Penalty 3220.335241 = -2325929.856047
  nChanged 10
		SP:Iteration 31Q (1231.420000 sec): 3 clusters
  Score: Raw -2329150.987254 + Penalty 3220.335241 = -2325930.652013
  nChanged 15
		SP:Iteration 32Q (1231.750000 sec): 3 clusters
  Score: Raw -2329152.636882 + Penalty 3220.335241 = -2325932.301640
  nChanged 6
		SP:Iteration 33Q (1232.100000 sec): 3 clusters
  Score: Raw -2329153.246105 + Penalty 3220.335241 = -2325932.910864
  nChanged 5
		SP:Iteration 34Q (1232.330000 sec): 3 clusters
  Score: Raw -2329153.639223 + Penalty 3220.335241 = -2325933.303982
  nChanged 8
		SP:Iteration 35Q (1232.630000 sec): 3 clusters
  Score: Raw -2329154.455518 + Penalty 3220.335241 = -2325934.120277
  nChanged 9
		SP:Iteration 36Q (1232.960000 sec): 3 clusters
  Score: Raw -2329155.286564 + Penalty 3220.335241 = -2325934.951322
  nChanged 8
		SP:Iteration 37Q (1233.280000 sec): 3 clusters
  Score: Raw -2329155.852890 + Penalty 3220.335241 = -2325935.517649
  nChanged 4
		SP:Iteration 38Q (1233.700000 sec): 3 clusters
  Score: Raw -2329156.196936 + Penalty 3220.335241 = -2325935.861694
  nChanged 2
		SP:Iteration 39Q (1234.010000 sec): 3 clusters
  Score: Raw -2329156.311003 + Penalty 3220.335241 = -2325935.975762
  nChanged 1
		SP:Iteration 40F (1234.310000 sec): 3 clusters
  Score: Raw -2329156.383136 + Penalty 3220.335241 = -2325936.047894
  nChanged 1
		SP:Iteration 41Q (1234.640000 sec): 3 clusters
  Score: Raw -2329156.435260 + Penalty 3220.335241 = -2325936.100018
  nChanged 2
		SP:Iteration 42Q (1234.870000 sec): 3 clusters
  Score: Raw -2329156.580895 + Penalty 3220.335241 = -2325936.245654
  nChanged 1
		SP:Iteration 43Q (1235.230000 sec): 3 clusters
  Score: Raw -2329156.797999 + Penalty 3220.335241 = -2325936.462758
  nChanged 2
		SP:Iteration 44Q (1235.570000 sec): 3 clusters
  Score: Raw -2329157.018483 + Penalty 3220.335241 = -2325936.683242
  nChanged 2
		SP:Iteration 45Q (1235.870000 sec): 3 clusters
  Score: Raw -2329157.221722 + Penalty 3220.335241 = -2325936.886481
  nChanged 2
		SP:Iteration 46Q (1236.160000 sec): 3 clusters
  Score: Raw -2329157.299561 + Penalty 3220.335241 = -2325936.964320
  nChanged 3
		SP:Iteration 47Q (1236.510000 sec): 3 clusters
  Score: Raw -2329157.491745 + Penalty 3220.335241 = -2325937.156503
  nChanged 1
		SP:Iteration 48Q (1236.810000 sec): 3 clusters
  Score: Raw -2329157.540122 + Penalty 3220.335241 = -2325937.204881
  nChanged 0
		SP:Iteration 49F (1237.150000 sec): 3 clusters
  Score: Raw -2329157.540122 + Penalty 3220.335241 = -2325937.204881
  nChanged 0
Deleting Class 25 (325 points): Lose 979.743721 but Gain 2224.536093
Iteration 20F (1304.030000 sec): 32 clusters
  Score: Raw -104499130.417513 + Penalty 68960.618892 = -104430169.798621
  nChanged 22038
Iteration 21Q (1356.950000 sec): 32 clusters
  Score: Raw -104512344.463329 + Penalty 68960.618892 = -104443383.844438
  nChanged 11214
Iteration 22Q (1410.310000 sec): 32 clusters
  Score: Raw -104517131.689531 + Penalty 68960.618892 = -104448171.070639
  nChanged 8270
Iteration 23Q (1460.820000 sec): 32 clusters
  Score: Raw -104520104.608530 + Penalty 68960.618892 = -104451143.989638
  nChanged 6553
Iteration 24Q (1512.020000 sec): 32 clusters
  Score: Raw -104521866.050611 + Penalty 68960.618892 = -104452905.431720
  nChanged 5394
Iteration 25Q (1562.240000 sec): 32 clusters
  Score: Raw -104523022.407084 + Penalty 68960.618892 = -104454061.788192
  nChanged 4616
Iteration 26Q (1616.810000 sec): 32 clusters
  Score: Raw -104523856.851729 + Penalty 68960.618892 = -104454896.232838
  nChanged 4005
Iteration 27Q (1665.890000 sec): 32 clusters
  Score: Raw -104524513.781184 + Penalty 68960.618892 = -104455553.162292
  nChanged 3468
Iteration 28Q (1715.690000 sec): 32 clusters
  Score: Raw -104525041.784300 + Penalty 68960.618892 = -104456081.165409
  nChanged 2956
Iteration 29Q (1767.720000 sec): 32 clusters
  Score: Raw -104525473.863216 + Penalty 68960.618892 = -104456513.244325
  nChanged 2700
Iteration 30Q (1822.410000 sec): 32 clusters
  Score: Raw -104525855.216686 + Penalty 68960.618892 = -104456894.597794
  nChanged 2450
Iteration 31Q (1878.890000 sec): 32 clusters
  Score: Raw -104526173.562040 + Penalty 68960.618892 = -104457212.943148
  nChanged 2210
Iteration 32Q (1934.670000 sec): 32 clusters
  Score: Raw -104526466.117189 + Penalty 68960.618892 = -104457505.498298
  nChanged 2049
Iteration 33Q (1991.140000 sec): 32 clusters
  Score: Raw -104526708.451205 + Penalty 68960.618892 = -104457747.832314
  nChanged 1791
Iteration 34Q (2047.870000 sec): 32 clusters
  Score: Raw -104526903.625016 + Penalty 68960.618892 = -104457943.006125
  nChanged 1700
Iteration 35Q (2105.800000 sec): 32 clusters
  Score: Raw -104527082.608950 + Penalty 68960.618892 = -104458121.990059
  nChanged 1504
Iteration 36Q (2159.490000 sec): 32 clusters
  Score: Raw -104527222.296063 + Penalty 68960.618892 = -104458261.677172
  nChanged 1302
Iteration 37Q (2212.990000 sec): 32 clusters
  Score: Raw -104527329.329306 + Penalty 68960.618892 = -104458368.710415
  nChanged 1165
Iteration 38Q (2256.630000 sec): 32 clusters
  Score: Raw -104527428.952561 + Penalty 68960.618892 = -104458468.333670
  nChanged 1108
Iteration 39Q (2304.320000 sec): 32 clusters
  Score: Raw -104527525.609988 + Penalty 68960.618892 = -104458564.991096
  nChanged 1046
Iteration 40F (2368.100000 sec): 32 clusters
  Score: Raw -104533686.595431 + Penalty 68960.618892 = -104464725.976539
  nChanged 1424
Iteration 41Q (2414.100000 sec): 32 clusters
  Score: Raw -104541604.898489 + Penalty 68960.618892 = -104472644.279598
  nChanged 1288
Iteration 42Q (2454.710000 sec): 32 clusters
  Score: Raw -104542377.458180 + Penalty 68960.618892 = -104473416.839288
  nChanged 1160
Iteration 43Q (2505.460000 sec): 32 clusters
  Score: Raw -104542694.504711 + Penalty 68960.618892 = -104473733.885819
  nChanged 979
Iteration 44Q (2557.790000 sec): 32 clusters
  Score: Raw -104542883.443686 + Penalty 68960.618892 = -104473922.824794
  nChanged 869
Iteration 45Q (2608.350000 sec): 32 clusters
  Score: Raw -104542992.396917 + Penalty 68960.618892 = -104474031.778025
  nChanged 798
Iteration 46Q (2660.580000 sec): 32 clusters
  Score: Raw -104543068.160203 + Penalty 68960.618892 = -104474107.541311
  nChanged 738
Iteration 47Q (2708.830000 sec): 32 clusters
  Score: Raw -104543130.855248 + Penalty 68960.618892 = -104474170.236356
  nChanged 678
Iteration 48Q (2760.940000 sec): 32 clusters
  Score: Raw -104543187.694208 + Penalty 68960.618892 = -104474227.075316
  nChanged 592
Iteration 49Q (2813.360000 sec): 32 clusters
  Score: Raw -104543236.947681 + Penalty 68960.618892 = -104474276.328790
  nChanged 512
Iteration 50Q (2866.100000 sec): 32 clusters
  Score: Raw -104543287.408028 + Penalty 68960.618892 = -104474326.789136
  nChanged 466
Iteration 51Q (2917.230000 sec): 32 clusters
  Score: Raw -104543339.532817 + Penalty 68960.618892 = -104474378.913925
  nChanged 421
Iteration 52Q (2968.010000 sec): 32 clusters
  Score: Raw -104543384.996603 + Penalty 68960.618892 = -104474424.377711
  nChanged 405
Iteration 53Q (3019.940000 sec): 32 clusters
  Score: Raw -104543424.893755 + Penalty 68960.618892 = -104474464.274863
  nChanged 393
Iteration 54Q (3069.140000 sec): 32 clusters
  Score: Raw -104543460.020419 + Penalty 68960.618892 = -104474499.401528
  nChanged 375
Iteration 55Q (3120.440000 sec): 32 clusters
  Score: Raw -104543503.614551 + Penalty 68960.618892 = -104474542.995659
  nChanged 322
Iteration 56Q (3171.440000 sec): 32 clusters
  Score: Raw -104543530.023448 + Penalty 68960.618892 = -104474569.404556
  nChanged 305
Iteration 57Q (3222.570000 sec): 32 clusters
  Score: Raw -104543547.333162 + Penalty 68960.618892 = -104474586.714270
  nChanged 269
Iteration 58Q (3268.570000 sec): 32 clusters
  Score: Raw -104543562.379614 + Penalty 68960.618892 = -104474601.760723
  nChanged 235
Writing temp clu file 
Because OldScore, -104474586.714270, is greater than current (better) Score,-104474601.760723 
 Compute initial score before splitting:   Score: Raw -104543562.379614 + Penalty 68960.618892 = -104474601.760723
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 1 (11523 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3268.870000 sec): 2 clusters
  Score: Raw -1369745.051917 + Penalty 1519.716302 = -1368225.335615
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3269.100000 sec): 3 clusters
  Score: Raw -1363078.691678 + Penalty 3039.432603 = -1360039.259074
  nChanged 5061
		SP:Iteration 1F (3269.270000 sec): 3 clusters
  Score: Raw -1365851.574449 + Penalty 3039.432603 = -1362812.141846
  nChanged 755
		SP:Iteration 2F (3269.530000 sec): 3 clusters
  Score: Raw -1366274.240687 + Penalty 3039.432603 = -1363234.808084
  nChanged 744
		SP:Iteration 3F (3269.710000 sec): 3 clusters
  Score: Raw -1366708.028270 + Penalty 3039.432603 = -1363668.595667
  nChanged 765
		SP:Iteration 4F (3269.960000 sec): 3 clusters
  Score: Raw -1367181.746356 + Penalty 3039.432603 = -1364142.313753
  nChanged 758
		SP:Iteration 5F (3270.200000 sec): 3 clusters
  Score: Raw -1367678.988293 + Penalty 3039.432603 = -1364639.555690
  nChanged 717
		SP:Iteration 6F (3270.340000 sec): 3 clusters
  Score: Raw -1368138.493776 + Penalty 3039.432603 = -1365099.061173
  nChanged 596
		SP:Iteration 7F (3270.530000 sec): 3 clusters
  Score: Raw -1368542.347783 + Penalty 3039.432603 = -1365502.915180
  nChanged 464
		SP:Iteration 8Q (3270.740000 sec): 3 clusters
  Score: Raw -1368865.489919 + Penalty 3039.432603 = -1365826.057316
  nChanged 332
		SP:Iteration 9Q (3270.980000 sec): 3 clusters
  Score: Raw -1369085.415931 + Penalty 3039.432603 = -1366045.983327
  nChanged 272
		SP:Iteration 10Q (3271.170000 sec): 3 clusters
  Score: Raw -1369255.416898 + Penalty 3039.432603 = -1366215.984295
  nChanged 191
		SP:Iteration 11Q (3271.410000 sec): 3 clusters
  Score: Raw -1369361.189126 + Penalty 3039.432603 = -1366321.756523
  nChanged 152
		SP:Iteration 12Q (3271.640000 sec): 3 clusters
  Score: Raw -1369453.383262 + Penalty 3039.432603 = -1366413.950659
  nChanged 143
		SP:Iteration 13Q (3271.890000 sec): 3 clusters
  Score: Raw -1369535.081529 + Penalty 3039.432603 = -1366495.648926
  nChanged 129
		SP:Iteration 14Q (3272.100000 sec): 3 clusters
  Score: Raw -1369601.077620 + Penalty 3039.432603 = -1366561.645017
  nChanged 105
		SP:Iteration 15Q (3272.330000 sec): 3 clusters
  Score: Raw -1369653.291540 + Penalty 3039.432603 = -1366613.858937
  nChanged 86
		SP:Iteration 16Q (3272.550000 sec): 3 clusters
  Score: Raw -1369699.240176 + Penalty 3039.432603 = -1366659.807573
  nChanged 78
		SP:Iteration 17Q (3272.810000 sec): 3 clusters
  Score: Raw -1369750.103832 + Penalty 3039.432603 = -1366710.671229
  nChanged 82
		SP:Iteration 18Q (3273.030000 sec): 3 clusters
  Score: Raw -1369803.688458 + Penalty 3039.432603 = -1366764.255855
  nChanged 78
		SP:Iteration 19Q (3273.220000 sec): 3 clusters
  Score: Raw -1369850.172448 + Penalty 3039.432603 = -1366810.739845
  nChanged 72
		SP:Iteration 20F (3273.450000 sec): 3 clusters
  Score: Raw -1369899.697607 + Penalty 3039.432603 = -1366860.265004
  nChanged 55
		SP:Iteration 21Q (3273.680000 sec): 3 clusters
  Score: Raw -1369934.680704 + Penalty 3039.432603 = -1366895.248101
  nChanged 46
		SP:Iteration 22Q (3273.900000 sec): 3 clusters
  Score: Raw -1369965.530432 + Penalty 3039.432603 = -1366926.097829
  nChanged 44
		SP:Iteration 23Q (3274.120000 sec): 3 clusters
  Score: Raw -1369992.777401 + Penalty 3039.432603 = -1366953.344798
  nChanged 34
		SP:Iteration 24Q (3274.340000 sec): 3 clusters
  Score: Raw -1370012.099004 + Penalty 3039.432603 = -1366972.666401
  nChanged 30
		SP:Iteration 25Q (3274.550000 sec): 3 clusters
  Score: Raw -1370029.284673 + Penalty 3039.432603 = -1366989.852070
  nChanged 21
		SP:Iteration 26Q (3274.790000 sec): 3 clusters
  Score: Raw -1370039.942062 + Penalty 3039.432603 = -1367000.509459
  nChanged 20
		SP:Iteration 27Q (3274.960000 sec): 3 clusters
  Score: Raw -1370050.601238 + Penalty 3039.432603 = -1367011.168635
  nChanged 18
		SP:Iteration 28Q (3275.210000 sec): 3 clusters
  Score: Raw -1370060.883699 + Penalty 3039.432603 = -1367021.451096
  nChanged 19
		SP:Iteration 29Q (3275.410000 sec): 3 clusters
  Score: Raw -1370067.144567 + Penalty 3039.432603 = -1367027.711964
  nChanged 6
		SP:Iteration 30Q (3275.660000 sec): 3 clusters
  Score: Raw -1370070.043172 + Penalty 3039.432603 = -1367030.610569
  nChanged 3
		SP:Iteration 31Q (3275.890000 sec): 3 clusters
  Score: Raw -1370072.437722 + Penalty 3039.432603 = -1367033.005119
  nChanged 6
		SP:Iteration 32Q (3276.070000 sec): 3 clusters
  Score: Raw -1370074.496960 + Penalty 3039.432603 = -1367035.064357
  nChanged 4
		SP:Iteration 33Q (3276.290000 sec): 3 clusters
  Score: Raw -1370076.132556 + Penalty 3039.432603 = -1367036.699953
  nChanged 4
		SP:Iteration 34Q (3276.530000 sec): 3 clusters
  Score: Raw -1370077.131628 + Penalty 3039.432603 = -1367037.699025
  nChanged 5
		SP:Iteration 35Q (3276.750000 sec): 3 clusters
  Score: Raw -1370079.539981 + Penalty 3039.432603 = -1367040.107378
  nChanged 6
		SP:Iteration 36Q (3276.990000 sec): 3 clusters
  Score: Raw -1370081.889428 + Penalty 3039.432603 = -1367042.456825
  nChanged 8
		SP:Iteration 37Q (3277.240000 sec): 3 clusters
  Score: Raw -1370084.575909 + Penalty 3039.432603 = -1367045.143306
  nChanged 3
		SP:Iteration 38Q (3277.480000 sec): 3 clusters
  Score: Raw -1370085.737726 + Penalty 3039.432603 = -1367046.305123
  nChanged 5
		SP:Iteration 39Q (3277.680000 sec): 3 clusters
  Score: Raw -1370088.018045 + Penalty 3039.432603 = -1367048.585442
  nChanged 4
		SP:Iteration 40F (3277.880000 sec): 3 clusters
  Score: Raw -1370089.873347 + Penalty 3039.432603 = -1367050.440744
  nChanged 3
		SP:Iteration 41Q (3278.120000 sec): 3 clusters
  Score: Raw -1370091.123062 + Penalty 3039.432603 = -1367051.690459
  nChanged 2
		SP:Iteration 42Q (3278.370000 sec): 3 clusters
  Score: Raw -1370091.718427 + Penalty 3039.432603 = -1367052.285824
  nChanged 2
		SP:Iteration 43Q (3278.580000 sec): 3 clusters
  Score: Raw -1370092.639980 + Penalty 3039.432603 = -1367053.207377
  nChanged 2
		SP:Iteration 44Q (3278.780000 sec): 3 clusters
  Score: Raw -1370093.862633 + Penalty 3039.432603 = -1367054.430030
  nChanged 2
		SP:Iteration 45Q (3279.000000 sec): 3 clusters
  Score: Raw -1370095.022023 + Penalty 3039.432603 = -1367055.589420
  nChanged 2
		SP:Iteration 46Q (3279.220000 sec): 3 clusters
  Score: Raw -1370096.065444 + Penalty 3039.432603 = -1367056.632841
  nChanged 2
		SP:Iteration 47Q (3279.420000 sec): 3 clusters
  Score: Raw -1370096.455556 + Penalty 3039.432603 = -1367057.022953
  nChanged 1
		SP:Iteration 48Q (3279.650000 sec): 3 clusters
  Score: Raw -1370096.741053 + Penalty 3039.432603 = -1367057.308450
  nChanged 0
		SP:Iteration 49F (3279.860000 sec): 3 clusters
  Score: Raw -1370096.741053 + Penalty 3039.432603 = -1367057.308450
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 2 (34783 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3280.090000 sec): 2 clusters
  Score: Raw -4373535.611971 + Penalty 1699.243657 = -4371836.368315
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3280.430000 sec): 3 clusters
  Score: Raw -4351941.645374 + Penalty 3398.487313 = -4348543.158061
  nChanged 16055
		SP:Iteration 1F (3280.830000 sec): 3 clusters
  Score: Raw -4360825.819540 + Penalty 3398.487313 = -4357427.332226
  nChanged 1382
		SP:Iteration 2Q (3281.180000 sec): 3 clusters
  Score: Raw -4361241.138423 + Penalty 3398.487313 = -4357842.651110
  nChanged 1393
		SP:Iteration 3Q (3281.530000 sec): 3 clusters
  Score: Raw -4361684.941439 + Penalty 3398.487313 = -4358286.454126
  nChanged 1495
		SP:Iteration 4Q (3281.910000 sec): 3 clusters
  Score: Raw -4362239.019163 + Penalty 3398.487313 = -4358840.531850
  nChanged 1662
		SP:Iteration 5Q (3282.250000 sec): 3 clusters
  Score: Raw -4363017.869491 + Penalty 3398.487313 = -4359619.382178
  nChanged 1926
		SP:Iteration 6F (3282.620000 sec): 3 clusters
  Score: Raw -4364152.586056 + Penalty 3398.487313 = -4360754.098743
  nChanged 2252
		SP:Iteration 7F (3282.920000 sec): 3 clusters
  Score: Raw -4365563.701578 + Penalty 3398.487313 = -4362165.214265
  nChanged 2298
		SP:Iteration 8F (3283.290000 sec): 3 clusters
  Score: Raw -4367101.618847 + Penalty 3398.487313 = -4363703.131534
  nChanged 2154
		SP:Iteration 9F (3283.680000 sec): 3 clusters
  Score: Raw -4368620.340195 + Penalty 3398.487313 = -4365221.852882
  nChanged 1799
		SP:Iteration 10F (3284.060000 sec): 3 clusters
  Score: Raw -4369927.089094 + Penalty 3398.487313 = -4366528.601780
  nChanged 1420
		SP:Iteration 11Q (3284.470000 sec): 3 clusters
  Score: Raw -4371065.013197 + Penalty 3398.487313 = -4367666.525883
  nChanged 1057
		SP:Iteration 12Q (3284.880000 sec): 3 clusters
  Score: Raw -4372004.865912 + Penalty 3398.487313 = -4368606.378599
  nChanged 713
		SP:Iteration 13Q (3285.290000 sec): 3 clusters
  Score: Raw -4372689.733403 + Penalty 3398.487313 = -4369291.246090
  nChanged 498
		SP:Iteration 14Q (3285.660000 sec): 3 clusters
  Score: Raw -4373270.394109 + Penalty 3398.487313 = -4369871.906796
  nChanged 409
		SP:Iteration 15Q (3286.020000 sec): 3 clusters
  Score: Raw -4373761.381590 + Penalty 3398.487313 = -4370362.894277
  nChanged 399
		SP:Iteration 16Q (3286.400000 sec): 3 clusters
  Score: Raw -4374143.128586 + Penalty 3398.487313 = -4370744.641273
  nChanged 356
		SP:Iteration 17Q (3286.760000 sec): 3 clusters
  Score: Raw -4374449.001554 + Penalty 3398.487313 = -4371050.514241
  nChanged 311
		SP:Iteration 18Q (3287.140000 sec): 3 clusters
  Score: Raw -4374689.208705 + Penalty 3398.487313 = -4371290.721391
  nChanged 228
		SP:Iteration 19Q (3287.500000 sec): 3 clusters
  Score: Raw -4374813.308958 + Penalty 3398.487313 = -4371414.821645
  nChanged 155
		SP:Iteration 20F (3287.920000 sec): 3 clusters
  Score: Raw -4374878.752934 + Penalty 3398.487313 = -4371480.265621
  nChanged 88
		SP:Iteration 21Q (3288.310000 sec): 3 clusters
  Score: Raw -4374902.000309 + Penalty 3398.487313 = -4371503.512996
  nChanged 53
		SP:Iteration 22Q (3288.720000 sec): 3 clusters
  Score: Raw -4374913.435054 + Penalty 3398.487313 = -4371514.947741
  nChanged 40
		SP:Iteration 23Q (3289.040000 sec): 3 clusters
  Score: Raw -4374920.201359 + Penalty 3398.487313 = -4371521.714046
  nChanged 33
		SP:Iteration 24Q (3289.360000 sec): 3 clusters
  Score: Raw -4374925.542777 + Penalty 3398.487313 = -4371527.055464
  nChanged 17
		SP:Iteration 25Q (3289.700000 sec): 3 clusters
  Score: Raw -4374928.339988 + Penalty 3398.487313 = -4371529.852675
  nChanged 16
		SP:Iteration 26Q (3290.010000 sec): 3 clusters
  Score: Raw -4374930.131651 + Penalty 3398.487313 = -4371531.644337
  nChanged 6
		SP:Iteration 27Q (3290.390000 sec): 3 clusters
  Score: Raw -4374930.597420 + Penalty 3398.487313 = -4371532.110106
  nChanged 0
		SP:Iteration 28F (3290.790000 sec): 3 clusters
  Score: Raw -4374930.597420 + Penalty 3398.487313 = -4371532.110106
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 3 (1612 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3290.970000 sec): 2 clusters
  Score: Raw -136238.988532 + Penalty 1200.100025 = -135038.888507
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3291.160000 sec): 3 clusters
  Score: Raw -135892.266709 + Penalty 2400.200050 = -133492.066659
  nChanged 619
		SP:Iteration 1F (3291.320000 sec): 3 clusters
  Score: Raw -138067.179051 + Penalty 2400.200050 = -135666.979001
  nChanged 296
		SP:Iteration 2F (3291.500000 sec): 3 clusters
  Score: Raw -139941.914372 + Penalty 2400.200050 = -137541.714322
  nChanged 143
		SP:Iteration 3F (3291.700000 sec): 3 clusters
  Score: Raw -142678.144733 + Penalty 2400.200050 = -140277.944683
  nChanged 106
		SP:Iteration 4F (3291.830000 sec): 3 clusters
  Score: Raw -143458.661444 + Penalty 2400.200050 = -141058.461394
  nChanged 60
		SP:Iteration 5Q (3292.030000 sec): 3 clusters
  Score: Raw -143817.271934 + Penalty 2400.200050 = -141417.071884
  nChanged 41
		SP:Iteration 6Q (3292.230000 sec): 3 clusters
  Score: Raw -143969.194703 + Penalty 2400.200050 = -141568.994653
  nChanged 18
		SP:Iteration 7Q (3292.380000 sec): 3 clusters
  Score: Raw -144020.706619 + Penalty 2400.200050 = -141620.506569
  nChanged 18
		SP:Iteration 8Q (3292.640000 sec): 3 clusters
  Score: Raw -144093.977188 + Penalty 2400.200050 = -141693.777138
  nChanged 17
		SP:Iteration 9Q (3292.850000 sec): 3 clusters
  Score: Raw -144189.006632 + Penalty 2400.200050 = -141788.806582
  nChanged 13
		SP:Iteration 10Q (3292.980000 sec): 3 clusters
  Score: Raw -144324.192423 + Penalty 2400.200050 = -141923.992373
  nChanged 16
		SP:Iteration 11Q (3293.150000 sec): 3 clusters
  Score: Raw -144504.773678 + Penalty 2400.200050 = -142104.573628
  nChanged 17
		SP:Iteration 12Q (3293.320000 sec): 3 clusters
  Score: Raw -144795.712583 + Penalty 2400.200050 = -142395.512533
  nChanged 11
		SP:Iteration 13Q (3293.460000 sec): 3 clusters
  Score: Raw -145086.239639 + Penalty 2400.200050 = -142686.039589
  nChanged 12
		SP:Iteration 14Q (3293.610000 sec): 3 clusters
  Score: Raw -145230.046884 + Penalty 2400.200050 = -142829.846834
  nChanged 8
		SP:Iteration 15Q (3293.810000 sec): 3 clusters
  Score: Raw -145251.201166 + Penalty 2400.200050 = -142851.001116
  nChanged 10
		SP:Iteration 16Q (3294.000000 sec): 3 clusters
  Score: Raw -145271.835967 + Penalty 2400.200050 = -142871.635917
  nChanged 9
		SP:Iteration 17Q (3294.120000 sec): 3 clusters
  Score: Raw -145298.079998 + Penalty 2400.200050 = -142897.879948
  nChanged 6
		SP:Iteration 18Q (3294.320000 sec): 3 clusters
  Score: Raw -145311.371098 + Penalty 2400.200050 = -142911.171048
  nChanged 5
		SP:Iteration 19Q (3294.450000 sec): 3 clusters
  Score: Raw -145323.400223 + Penalty 2400.200050 = -142923.200173
  nChanged 1
		SP:Iteration 20F (3294.650000 sec): 3 clusters
  Score: Raw -145325.437590 + Penalty 2400.200050 = -142925.237540
  nChanged 2
		SP:Iteration 21Q (3294.820000 sec): 3 clusters
  Score: Raw -145327.289325 + Penalty 2400.200050 = -142927.089275
  nChanged 0
		SP:Iteration 22F (3294.980000 sec): 3 clusters
  Score: Raw -145327.289325 + Penalty 2400.200050 = -142927.089275
  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 6.36 GB.

 Trying to split cluster 4 (1636 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3295.100000 sec): 2 clusters
  Score: Raw -183276.760844 + Penalty 1202.501547 = -182074.259298
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3295.280000 sec): 3 clusters
  Score: Raw -182641.005344 + Penalty 2405.003093 = -180236.002251
  nChanged 559
		SP:Iteration 1F (3295.460000 sec): 3 clusters
  Score: Raw -183298.483699 + Penalty 2405.003093 = -180893.480606
  nChanged 198
		SP:Iteration 2F (3295.640000 sec): 3 clusters
  Score: Raw -183735.775649 + Penalty 2405.003093 = -181330.772556
  nChanged 162
		SP:Iteration 3F (3295.820000 sec): 3 clusters
  Score: Raw -184063.795076 + Penalty 2405.003093 = -181658.791983
  nChanged 96
		SP:Iteration 4F (3295.990000 sec): 3 clusters
  Score: Raw -184182.362008 + Penalty 2405.003093 = -181777.358915
  nChanged 51
		SP:Iteration 5Q (3296.170000 sec): 3 clusters
  Score: Raw -184234.956258 + Penalty 2405.003093 = -181829.953165
  nChanged 33
		SP:Iteration 6Q (3296.300000 sec): 3 clusters
  Score: Raw -184264.516103 + Penalty 2405.003093 = -181859.513010
  nChanged 17
		SP:Iteration 7Q (3296.440000 sec): 3 clusters
  Score: Raw -184273.274188 + Penalty 2405.003093 = -181868.271095
  nChanged 9
		SP:Iteration 8Q (3296.580000 sec): 3 clusters
  Score: Raw -184280.769227 + Penalty 2405.003093 = -181875.766134
  nChanged 9
		SP:Iteration 9Q (3296.720000 sec): 3 clusters
  Score: Raw -184288.053168 + Penalty 2405.003093 = -181883.050075
  nChanged 7
		SP:Iteration 10Q (3296.900000 sec): 3 clusters
  Score: Raw -184292.300398 + Penalty 2405.003093 = -181887.297305
  nChanged 6
		SP:Iteration 11Q (3297.180000 sec): 3 clusters
  Score: Raw -184296.706472 + Penalty 2405.003093 = -181891.703379
  nChanged 3
		SP:Iteration 12Q (3297.330000 sec): 3 clusters
  Score: Raw -184298.014299 + Penalty 2405.003093 = -181893.011206
  nChanged 1
		SP:Iteration 13Q (3297.460000 sec): 3 clusters
  Score: Raw -184298.127902 + Penalty 2405.003093 = -181893.124809
  nChanged 0
		SP:Iteration 14F (3297.580000 sec): 3 clusters
  Score: Raw -184298.127902 + Penalty 2405.003093 = -181893.124809
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 5 (5838 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3297.730000 sec): 2 clusters
  Score: Raw -704013.282565 + Penalty 1409.223327 = -702604.059238
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3297.980000 sec): 3 clusters
  Score: Raw -700925.975920 + Penalty 2818.446654 = -698107.529265
  nChanged 2357
		SP:Iteration 1F (3298.200000 sec): 3 clusters
  Score: Raw -702319.373893 + Penalty 2818.446654 = -699500.927239
  nChanged 511
		SP:Iteration 2F (3298.470000 sec): 3 clusters
  Score: Raw -702737.101395 + Penalty 2818.446654 = -699918.654741
  nChanged 485
		SP:Iteration 3F (3298.660000 sec): 3 clusters
  Score: Raw -703120.851949 + Penalty 2818.446654 = -700302.405294
  nChanged 405
		SP:Iteration 4F (3298.860000 sec): 3 clusters
  Score: Raw -703442.780009 + Penalty 2818.446654 = -700624.333355
  nChanged 359
		SP:Iteration 5F (3299.060000 sec): 3 clusters
  Score: Raw -703720.920290 + Penalty 2818.446654 = -700902.473636
  nChanged 311
		SP:Iteration 6F (3299.230000 sec): 3 clusters
  Score: Raw -703935.357076 + Penalty 2818.446654 = -701116.910422
  nChanged 230
		SP:Iteration 7Q (3299.430000 sec): 3 clusters
  Score: Raw -704065.898114 + Penalty 2818.446654 = -701247.451460
  nChanged 181
		SP:Iteration 8Q (3299.580000 sec): 3 clusters
  Score: Raw -704171.953031 + Penalty 2818.446654 = -701353.506377
  nChanged 135
		SP:Iteration 9Q (3299.860000 sec): 3 clusters
  Score: Raw -704272.425508 + Penalty 2818.446654 = -701453.978853
  nChanged 114
		SP:Iteration 10Q (3300.020000 sec): 3 clusters
  Score: Raw -704354.223779 + Penalty 2818.446654 = -701535.777124
  nChanged 96
		SP:Iteration 11Q (3300.240000 sec): 3 clusters
  Score: Raw -704404.030129 + Penalty 2818.446654 = -701585.583475
  nChanged 79
		SP:Iteration 12Q (3300.470000 sec): 3 clusters
  Score: Raw -704432.309809 + Penalty 2818.446654 = -701613.863154
  nChanged 59
		SP:Iteration 13Q (3300.660000 sec): 3 clusters
  Score: Raw -704450.391952 + Penalty 2818.446654 = -701631.945298
  nChanged 42
		SP:Iteration 14Q (3300.850000 sec): 3 clusters
  Score: Raw -704461.476556 + Penalty 2818.446654 = -701643.029902
  nChanged 25
		SP:Iteration 15Q (3301.060000 sec): 3 clusters
  Score: Raw -704467.925467 + Penalty 2818.446654 = -701649.478813
  nChanged 21
		SP:Iteration 16Q (3301.310000 sec): 3 clusters
  Score: Raw -704473.517933 + Penalty 2818.446654 = -701655.071279
  nChanged 26
		SP:Iteration 17Q (3301.500000 sec): 3 clusters
  Score: Raw -704480.038611 + Penalty 2818.446654 = -701661.591957
  nChanged 18
		SP:Iteration 18Q (3301.660000 sec): 3 clusters
  Score: Raw -704484.169697 + Penalty 2818.446654 = -701665.723043
  nChanged 18
		SP:Iteration 19Q (3301.900000 sec): 3 clusters
  Score: Raw -704488.807086 + Penalty 2818.446654 = -701670.360432
  nChanged 22
		SP:Iteration 20F (3302.060000 sec): 3 clusters
  Score: Raw -704493.538307 + Penalty 2818.446654 = -701675.091653
  nChanged 10
		SP:Iteration 21Q (3302.250000 sec): 3 clusters
  Score: Raw -704495.915497 + Penalty 2818.446654 = -701677.468843
  nChanged 11
		SP:Iteration 22Q (3302.540000 sec): 3 clusters
  Score: Raw -704498.849625 + Penalty 2818.446654 = -701680.402971
  nChanged 15
		SP:Iteration 23Q (3302.780000 sec): 3 clusters
  Score: Raw -704502.481214 + Penalty 2818.446654 = -701684.034559
  nChanged 12
		SP:Iteration 24Q (3302.930000 sec): 3 clusters
  Score: Raw -704505.776319 + Penalty 2818.446654 = -701687.329665
  nChanged 12
		SP:Iteration 25Q (3303.110000 sec): 3 clusters
  Score: Raw -704508.444483 + Penalty 2818.446654 = -701689.997829
  nChanged 11
		SP:Iteration 26Q (3303.260000 sec): 3 clusters
  Score: Raw -704511.171310 + Penalty 2818.446654 = -701692.724656
  nChanged 11
		SP:Iteration 27Q (3303.440000 sec): 3 clusters
  Score: Raw -704514.444314 + Penalty 2818.446654 = -701695.997660
  nChanged 17
		SP:Iteration 28Q (3303.620000 sec): 3 clusters
  Score: Raw -704518.378874 + Penalty 2818.446654 = -701699.932219
  nChanged 11
		SP:Iteration 29Q (3303.800000 sec): 3 clusters
  Score: Raw -704521.810476 + Penalty 2818.446654 = -701703.363822
  nChanged 14
		SP:Iteration 30Q (3303.980000 sec): 3 clusters
  Score: Raw -704524.032345 + Penalty 2818.446654 = -701705.585690
  nChanged 9
		SP:Iteration 31Q (3304.160000 sec): 3 clusters
  Score: Raw -704525.800134 + Penalty 2818.446654 = -701707.353480
  nChanged 9
		SP:Iteration 32Q (3304.290000 sec): 3 clusters
  Score: Raw -704527.985348 + Penalty 2818.446654 = -701709.538694
  nChanged 6
		SP:Iteration 33Q (3304.480000 sec): 3 clusters
  Score: Raw -704529.272505 + Penalty 2818.446654 = -701710.825851
  nChanged 2
		SP:Iteration 34Q (3304.620000 sec): 3 clusters
  Score: Raw -704530.054416 + Penalty 2818.446654 = -701711.607762
  nChanged 2
		SP:Iteration 35Q (3304.800000 sec): 3 clusters
  Score: Raw -704530.363629 + Penalty 2818.446654 = -701711.916975
  nChanged 0
		SP:Iteration 36F (3304.930000 sec): 3 clusters
  Score: Raw -704530.363629 + Penalty 2818.446654 = -701711.916975
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 6 (4128 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3305.040000 sec): 2 clusters
  Score: Raw -480504.469916 + Penalty 1352.901600 = -479151.568316
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3305.200000 sec): 3 clusters
  Score: Raw -478515.926262 + Penalty 2705.803200 = -475810.123063
  nChanged 1675
		SP:Iteration 1F (3305.380000 sec): 3 clusters
  Score: Raw -479773.102071 + Penalty 2705.803200 = -477067.298871
  nChanged 450
		SP:Iteration 2F (3305.500000 sec): 3 clusters
  Score: Raw -480364.089825 + Penalty 2705.803200 = -477658.286625
  nChanged 384
		SP:Iteration 3F (3305.690000 sec): 3 clusters
  Score: Raw -480963.364096 + Penalty 2705.803200 = -478257.560896
  nChanged 353
		SP:Iteration 4F (3305.880000 sec): 3 clusters
  Score: Raw -481503.291594 + Penalty 2705.803200 = -478797.488394
  nChanged 292
		SP:Iteration 5F (3306.030000 sec): 3 clusters
  Score: Raw -481914.795478 + Penalty 2705.803200 = -479208.992278
  nChanged 207
		SP:Iteration 6F (3306.260000 sec): 3 clusters
  Score: Raw -482184.654971 + Penalty 2705.803200 = -479478.851771
  nChanged 133
		SP:Iteration 7Q (3306.430000 sec): 3 clusters
  Score: Raw -482313.404279 + Penalty 2705.803200 = -479607.601079
  nChanged 91
		SP:Iteration 8Q (3306.620000 sec): 3 clusters
  Score: Raw -482369.738719 + Penalty 2705.803200 = -479663.935519
  nChanged 50
		SP:Iteration 9Q (3306.800000 sec): 3 clusters
  Score: Raw -482387.854014 + Penalty 2705.803200 = -479682.050814
  nChanged 32
		SP:Iteration 10Q (3306.940000 sec): 3 clusters
  Score: Raw -482398.273050 + Penalty 2705.803200 = -479692.469850
  nChanged 24
		SP:Iteration 11Q (3307.130000 sec): 3 clusters
  Score: Raw -482404.881095 + Penalty 2705.803200 = -479699.077895
  nChanged 24
		SP:Iteration 12Q (3307.330000 sec): 3 clusters
  Score: Raw -482410.793669 + Penalty 2705.803200 = -479704.990469
  nChanged 21
		SP:Iteration 13Q (3307.520000 sec): 3 clusters
  Score: Raw -482417.229418 + Penalty 2705.803200 = -479711.426218
  nChanged 23
		SP:Iteration 14Q (3307.660000 sec): 3 clusters
  Score: Raw -482423.037360 + Penalty 2705.803200 = -479717.234160
  nChanged 24
		SP:Iteration 15Q (3307.830000 sec): 3 clusters
  Score: Raw -482429.835699 + Penalty 2705.803200 = -479724.032499
  nChanged 19
		SP:Iteration 16Q (3307.950000 sec): 3 clusters
  Score: Raw -482437.279869 + Penalty 2705.803200 = -479731.476669
  nChanged 26
		SP:Iteration 17Q (3308.070000 sec): 3 clusters
  Score: Raw -482446.623951 + Penalty 2705.803200 = -479740.820751
  nChanged 21
		SP:Iteration 18Q (3308.240000 sec): 3 clusters
  Score: Raw -482452.632846 + Penalty 2705.803200 = -479746.829646
  nChanged 17
		SP:Iteration 19Q (3308.380000 sec): 3 clusters
  Score: Raw -482456.834957 + Penalty 2705.803200 = -479751.031757
  nChanged 10
		SP:Iteration 20F (3308.510000 sec): 3 clusters
  Score: Raw -482459.834204 + Penalty 2705.803200 = -479754.031004
  nChanged 8
		SP:Iteration 21Q (3308.700000 sec): 3 clusters
  Score: Raw -482461.230255 + Penalty 2705.803200 = -479755.427055
  nChanged 5
		SP:Iteration 22Q (3308.840000 sec): 3 clusters
  Score: Raw -482462.044276 + Penalty 2705.803200 = -479756.241076
  nChanged 5
		SP:Iteration 23Q (3308.980000 sec): 3 clusters
  Score: Raw -482462.755056 + Penalty 2705.803200 = -479756.951856
  nChanged 4
		SP:Iteration 24Q (3309.180000 sec): 3 clusters
  Score: Raw -482463.438025 + Penalty 2705.803200 = -479757.634825
  nChanged 3
		SP:Iteration 25Q (3309.400000 sec): 3 clusters
  Score: Raw -482464.220159 + Penalty 2705.803200 = -479758.416959
  nChanged 5
		SP:Iteration 26Q (3309.600000 sec): 3 clusters
  Score: Raw -482465.287728 + Penalty 2705.803200 = -479759.484528
  nChanged 3
		SP:Iteration 27Q (3309.760000 sec): 3 clusters
  Score: Raw -482465.967010 + Penalty 2705.803200 = -479760.163810
  nChanged 4
		SP:Iteration 28Q (3309.930000 sec): 3 clusters
  Score: Raw -482466.809269 + Penalty 2705.803200 = -479761.006069
  nChanged 4
		SP:Iteration 29Q (3310.140000 sec): 3 clusters
  Score: Raw -482467.875322 + Penalty 2705.803200 = -479762.072122
  nChanged 4
		SP:Iteration 30Q (3310.290000 sec): 3 clusters
  Score: Raw -482469.225983 + Penalty 2705.803200 = -479763.422783
  nChanged 7
		SP:Iteration 31Q (3310.490000 sec): 3 clusters
  Score: Raw -482471.022115 + Penalty 2705.803200 = -479765.218915
  nChanged 9
		SP:Iteration 32Q (3310.620000 sec): 3 clusters
  Score: Raw -482473.088679 + Penalty 2705.803200 = -479767.285479
  nChanged 6
		SP:Iteration 33Q (3310.810000 sec): 3 clusters
  Score: Raw -482474.316732 + Penalty 2705.803200 = -479768.513532
  nChanged 5
		SP:Iteration 34Q (3311.050000 sec): 3 clusters
  Score: Raw -482475.007026 + Penalty 2705.803200 = -479769.203826
  nChanged 3
		SP:Iteration 35Q (3311.230000 sec): 3 clusters
  Score: Raw -482475.618810 + Penalty 2705.803200 = -479769.815611
  nChanged 2
		SP:Iteration 36Q (3311.390000 sec): 3 clusters
  Score: Raw -482475.990556 + Penalty 2705.803200 = -479770.187357
  nChanged 4
		SP:Iteration 37Q (3311.570000 sec): 3 clusters
  Score: Raw -482476.894330 + Penalty 2705.803200 = -479771.091130
  nChanged 4
		SP:Iteration 38Q (3311.760000 sec): 3 clusters
  Score: Raw -482477.975896 + Penalty 2705.803200 = -479772.172696
  nChanged 4
		SP:Iteration 39Q (3311.950000 sec): 3 clusters
  Score: Raw -482479.319498 + Penalty 2705.803200 = -479773.516298
  nChanged 6
		SP:Iteration 40F (3312.130000 sec): 3 clusters
  Score: Raw -482481.388984 + Penalty 2705.803200 = -479775.585784
  nChanged 11
		SP:Iteration 41Q (3312.270000 sec): 3 clusters
  Score: Raw -482485.304721 + Penalty 2705.803200 = -479779.501521
  nChanged 12
		SP:Iteration 42Q (3312.410000 sec): 3 clusters
  Score: Raw -482489.185597 + Penalty 2705.803200 = -479783.382397
  nChanged 11
		SP:Iteration 43Q (3312.660000 sec): 3 clusters
  Score: Raw -482493.245469 + Penalty 2705.803200 = -479787.442269
  nChanged 11
		SP:Iteration 44Q (3312.840000 sec): 3 clusters
  Score: Raw -482496.966466 + Penalty 2705.803200 = -479791.163266
  nChanged 11
		SP:Iteration 45Q (3312.990000 sec): 3 clusters
  Score: Raw -482500.210726 + Penalty 2705.803200 = -479794.407526
  nChanged 11
		SP:Iteration 46Q (3313.150000 sec): 3 clusters
  Score: Raw -482502.203294 + Penalty 2705.803200 = -479796.400094
  nChanged 7
		SP:Iteration 47Q (3313.310000 sec): 3 clusters
  Score: Raw -482504.521317 + Penalty 2705.803200 = -479798.718117
  nChanged 9
		SP:Iteration 48Q (3313.490000 sec): 3 clusters
  Score: Raw -482506.618198 + Penalty 2705.803200 = -479800.814999
  nChanged 4
		SP:Iteration 49Q (3313.610000 sec): 3 clusters
  Score: Raw -482507.438812 + Penalty 2705.803200 = -479801.635612
  nChanged 5
		SP:Iteration 50Q (3313.770000 sec): 3 clusters
  Score: Raw -482508.269867 + Penalty 2705.803200 = -479802.466667
  nChanged 4
		SP:Iteration 51Q (3313.930000 sec): 3 clusters
  Score: Raw -482508.854329 + Penalty 2705.803200 = -479803.051129
  nChanged 3
		SP:Iteration 52Q (3314.130000 sec): 3 clusters
  Score: Raw -482509.394434 + Penalty 2705.803200 = -479803.591234
  nChanged 2
		SP:Iteration 53Q (3314.300000 sec): 3 clusters
  Score: Raw -482509.998791 + Penalty 2705.803200 = -479804.195591
  nChanged 2
		SP:Iteration 54Q (3314.430000 sec): 3 clusters
  Score: Raw -482510.549933 + Penalty 2705.803200 = -479804.746733
  nChanged 3
		SP:Iteration 55Q (3314.590000 sec): 3 clusters
  Score: Raw -482511.130665 + Penalty 2705.803200 = -479805.327465
  nChanged 3
		SP:Iteration 56Q (3314.750000 sec): 3 clusters
  Score: Raw -482511.381569 + Penalty 2705.803200 = -479805.578369
  nChanged 2
		SP:Iteration 57Q (3314.910000 sec): 3 clusters
  Score: Raw -482511.608798 + Penalty 2705.803200 = -479805.805598
  nChanged 2
		SP:Iteration 58Q (3315.070000 sec): 3 clusters
  Score: Raw -482511.989937 + Penalty 2705.803200 = -479806.186737
  nChanged 1
		SP:Iteration 59Q (3315.230000 sec): 3 clusters
  Score: Raw -482512.430190 + Penalty 2705.803200 = -479806.626990
  nChanged 2
		SP:Iteration 60F (3315.390000 sec): 3 clusters
  Score: Raw -482512.962665 + Penalty 2705.803200 = -479807.159465
  nChanged 1
		SP:Iteration 61Q (3315.550000 sec): 3 clusters
  Score: Raw -482513.028832 + Penalty 2705.803200 = -479807.225632
  nChanged 0
		SP:Iteration 62F (3315.710000 sec): 3 clusters
  Score: Raw -482513.028832 + Penalty 2705.803200 = -479807.225632
  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 6.36 GB.

 Trying to split cluster 7 (26711 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3315.960000 sec): 2 clusters
  Score: Raw -3205632.216824 + Penalty 1656.334996 = -3203975.881828
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3316.350000 sec): 3 clusters
  Score: Raw -3189204.553006 + Penalty 3312.669992 = -3185891.883014
  nChanged 12289
		SP:Iteration 1F (3316.720000 sec): 3 clusters
  Score: Raw -3196705.692713 + Penalty 3312.669992 = -3193393.022721
  nChanged 1739
		SP:Iteration 2F (3317.160000 sec): 3 clusters
  Score: Raw -3197888.797801 + Penalty 3312.669992 = -3194576.127809
  nChanged 1858
		SP:Iteration 3F (3317.510000 sec): 3 clusters
  Score: Raw -3199544.067833 + Penalty 3312.669992 = -3196231.397841
  nChanged 2041
		SP:Iteration 4F (3317.910000 sec): 3 clusters
  Score: Raw -3201546.738413 + Penalty 3312.669992 = -3198234.068421
  nChanged 2069
		SP:Iteration 5F (3318.310000 sec): 3 clusters
  Score: Raw -3203359.243470 + Penalty 3312.669992 = -3200046.573478
  nChanged 1855
		SP:Iteration 6F (3318.750000 sec): 3 clusters
  Score: Raw -3204964.277473 + Penalty 3312.669992 = -3201651.607481
  nChanged 1737
		SP:Iteration 7F (3319.080000 sec): 3 clusters
  Score: Raw -3206250.662806 + Penalty 3312.669992 = -3202937.992815
  nChanged 1422
		SP:Iteration 8F (3319.430000 sec): 3 clusters
  Score: Raw -3207101.977677 + Penalty 3312.669992 = -3203789.307685
  nChanged 1088
		SP:Iteration 9Q (3319.790000 sec): 3 clusters
  Score: Raw -3207668.478619 + Penalty 3312.669992 = -3204355.808627
  nChanged 832
		SP:Iteration 10Q (3320.160000 sec): 3 clusters
  Score: Raw -3208026.746975 + Penalty 3312.669992 = -3204714.076983
  nChanged 594
		SP:Iteration 11Q (3320.550000 sec): 3 clusters
  Score: Raw -3208271.912175 + Penalty 3312.669992 = -3204959.242183
  nChanged 491
		SP:Iteration 12Q (3320.880000 sec): 3 clusters
  Score: Raw -3208454.653272 + Penalty 3312.669992 = -3205141.983280
  nChanged 403
		SP:Iteration 13Q (3321.180000 sec): 3 clusters
  Score: Raw -3208608.210934 + Penalty 3312.669992 = -3205295.540942
  nChanged 380
		SP:Iteration 14Q (3321.480000 sec): 3 clusters
  Score: Raw -3208755.724012 + Penalty 3312.669992 = -3205443.054020
  nChanged 351
		SP:Iteration 15Q (3321.810000 sec): 3 clusters
  Score: Raw -3208899.915732 + Penalty 3312.669992 = -3205587.245740
  nChanged 320
		SP:Iteration 16Q (3322.150000 sec): 3 clusters
  Score: Raw -3209048.082072 + Penalty 3312.669992 = -3205735.412080
  nChanged 335
		SP:Iteration 17Q (3322.500000 sec): 3 clusters
  Score: Raw -3209257.411331 + Penalty 3312.669992 = -3205944.741339
  nChanged 352
		SP:Iteration 18Q (3322.860000 sec): 3 clusters
  Score: Raw -3209459.159199 + Penalty 3312.669992 = -3206146.489207
  nChanged 290
		SP:Iteration 19Q (3323.210000 sec): 3 clusters
  Score: Raw -3209582.145753 + Penalty 3312.669992 = -3206269.475761
  nChanged 253
		SP:Iteration 20F (3323.490000 sec): 3 clusters
  Score: Raw -3209660.431986 + Penalty 3312.669992 = -3206347.761994
  nChanged 209
		SP:Iteration 21Q (3323.810000 sec): 3 clusters
  Score: Raw -3209715.065609 + Penalty 3312.669992 = -3206402.395617
  nChanged 194
		SP:Iteration 22Q (3324.130000 sec): 3 clusters
  Score: Raw -3209766.883377 + Penalty 3312.669992 = -3206454.213385
  nChanged 187
		SP:Iteration 23Q (3324.480000 sec): 3 clusters
  Score: Raw -3209822.884179 + Penalty 3312.669992 = -3206510.214187
  nChanged 203
		SP:Iteration 24Q (3324.830000 sec): 3 clusters
  Score: Raw -3209882.265595 + Penalty 3312.669992 = -3206569.595603
  nChanged 195
		SP:Iteration 25Q (3325.140000 sec): 3 clusters
  Score: Raw -3209942.251969 + Penalty 3312.669992 = -3206629.581977
  nChanged 204
		SP:Iteration 26Q (3325.520000 sec): 3 clusters
  Score: Raw -3210003.646878 + Penalty 3312.669992 = -3206690.976886
  nChanged 183
		SP:Iteration 27Q (3325.880000 sec): 3 clusters
  Score: Raw -3210058.038073 + Penalty 3312.669992 = -3206745.368081
  nChanged 194
		SP:Iteration 28Q (3326.240000 sec): 3 clusters
  Score: Raw -3210124.787231 + Penalty 3312.669992 = -3206812.117239
  nChanged 218
		SP:Iteration 29Q (3326.580000 sec): 3 clusters
  Score: Raw -3210204.660628 + Penalty 3312.669992 = -3206891.990636
  nChanged 243
		SP:Iteration 30Q (3326.970000 sec): 3 clusters
  Score: Raw -3210303.463488 + Penalty 3312.669992 = -3206990.793496
  nChanged 245
		SP:Iteration 31Q (3327.320000 sec): 3 clusters
  Score: Raw -3210404.715090 + Penalty 3312.669992 = -3207092.045098
  nChanged 236
		SP:Iteration 32Q (3327.720000 sec): 3 clusters
  Score: Raw -3210488.848022 + Penalty 3312.669992 = -3207176.178030
  nChanged 230
		SP:Iteration 33Q (3328.010000 sec): 3 clusters
  Score: Raw -3210563.710640 + Penalty 3312.669992 = -3207251.040648
  nChanged 196
		SP:Iteration 34Q (3328.360000 sec): 3 clusters
  Score: Raw -3210624.207936 + Penalty 3312.669992 = -3207311.537944
  nChanged 168
		SP:Iteration 35Q (3328.660000 sec): 3 clusters
  Score: Raw -3210673.103814 + Penalty 3312.669992 = -3207360.433822
  nChanged 151
		SP:Iteration 36Q (3328.990000 sec): 3 clusters
  Score: Raw -3210712.141140 + Penalty 3312.669992 = -3207399.471148
  nChanged 133
		SP:Iteration 37Q (3329.340000 sec): 3 clusters
  Score: Raw -3210742.643878 + Penalty 3312.669992 = -3207429.973886
  nChanged 104
		SP:Iteration 38Q (3329.630000 sec): 3 clusters
  Score: Raw -3210761.059848 + Penalty 3312.669992 = -3207448.389856
  nChanged 68
		SP:Iteration 39Q (3329.980000 sec): 3 clusters
  Score: Raw -3210770.374293 + Penalty 3312.669992 = -3207457.704301
  nChanged 63
		SP:Iteration 40F (3330.340000 sec): 3 clusters
  Score: Raw -3210778.435851 + Penalty 3312.669992 = -3207465.765859
  nChanged 58
		SP:Iteration 41Q (3330.630000 sec): 3 clusters
  Score: Raw -3210785.037357 + Penalty 3312.669992 = -3207472.367366
  nChanged 47
		SP:Iteration 42Q (3330.980000 sec): 3 clusters
  Score: Raw -3210790.081063 + Penalty 3312.669992 = -3207477.411071
  nChanged 42
		SP:Iteration 43Q (3331.330000 sec): 3 clusters
  Score: Raw -3210794.542054 + Penalty 3312.669992 = -3207481.872062
  nChanged 35
		SP:Iteration 44Q (3331.640000 sec): 3 clusters
  Score: Raw -3210797.444415 + Penalty 3312.669992 = -3207484.774423
  nChanged 36
		SP:Iteration 45Q (3331.990000 sec): 3 clusters
  Score: Raw -3210800.441282 + Penalty 3312.669992 = -3207487.771290
  nChanged 36
		SP:Iteration 46Q (3332.310000 sec): 3 clusters
  Score: Raw -3210804.448935 + Penalty 3312.669992 = -3207491.778943
  nChanged 27
		SP:Iteration 47Q (3332.630000 sec): 3 clusters
  Score: Raw -3210807.331781 + Penalty 3312.669992 = -3207494.661789
  nChanged 26
		SP:Iteration 48Q (3332.970000 sec): 3 clusters
  Score: Raw -3210809.674644 + Penalty 3312.669992 = -3207497.004652
  nChanged 17
		SP:Iteration 49Q (3333.290000 sec): 3 clusters
  Score: Raw -3210811.085670 + Penalty 3312.669992 = -3207498.415678
  nChanged 10
		SP:Iteration 50Q (3333.570000 sec): 3 clusters
  Score: Raw -3210811.641732 + Penalty 3312.669992 = -3207498.971740
  nChanged 11
		SP:Iteration 51Q (3333.890000 sec): 3 clusters
  Score: Raw -3210812.464843 + Penalty 3312.669992 = -3207499.794851
  nChanged 9
		SP:Iteration 52Q (3334.200000 sec): 3 clusters
  Score: Raw -3210813.131052 + Penalty 3312.669992 = -3207500.461060
  nChanged 11
		SP:Iteration 53Q (3334.540000 sec): 3 clusters
  Score: Raw -3210813.976540 + Penalty 3312.669992 = -3207501.306548
  nChanged 11
		SP:Iteration 54Q (3334.830000 sec): 3 clusters
  Score: Raw -3210814.688946 + Penalty 3312.669992 = -3207502.018954
  nChanged 9
		SP:Iteration 55Q (3335.110000 sec): 3 clusters
  Score: Raw -3210815.177543 + Penalty 3312.669992 = -3207502.507551
  nChanged 5
		SP:Iteration 56Q (3335.430000 sec): 3 clusters
  Score: Raw -3210815.384771 + Penalty 3312.669992 = -3207502.714779
  nChanged 1
		SP:Iteration 57Q (3335.750000 sec): 3 clusters
  Score: Raw -3210815.408752 + Penalty 3312.669992 = -3207502.738760
  nChanged 0
		SP:Iteration 58F (3336.120000 sec): 3 clusters
  Score: Raw -3210815.408752 + Penalty 3312.669992 = -3207502.738760
  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 6.36 GB.

 Trying to split cluster 8 (2694 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3336.230000 sec): 2 clusters
  Score: Raw -313285.998614 + Penalty 1283.552133 = -312002.446481
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3336.320000 sec): 3 clusters
  Score: Raw -312043.017064 + Penalty 2567.104266 = -309475.912798
  nChanged 1021
		SP:Iteration 1F (3336.520000 sec): 3 clusters
  Score: Raw -312635.226668 + Penalty 2567.104266 = -310068.122402
  nChanged 176
		SP:Iteration 2F (3336.710000 sec): 3 clusters
  Score: Raw -312746.039798 + Penalty 2567.104266 = -310178.935532
  nChanged 122
		SP:Iteration 3Q (3336.800000 sec): 3 clusters
  Score: Raw -312814.708091 + Penalty 2567.104266 = -310247.603825
  nChanged 88
		SP:Iteration 4Q (3336.970000 sec): 3 clusters
  Score: Raw -312864.519429 + Penalty 2567.104266 = -310297.415163
  nChanged 54
		SP:Iteration 5Q (3337.150000 sec): 3 clusters
  Score: Raw -312893.095907 + Penalty 2567.104266 = -310325.991641
  nChanged 48
		SP:Iteration 6Q (3337.320000 sec): 3 clusters
  Score: Raw -312915.718203 + Penalty 2567.104266 = -310348.613937
  nChanged 35
		SP:Iteration 7Q (3337.480000 sec): 3 clusters
  Score: Raw -312928.076612 + Penalty 2567.104266 = -310360.972346
  nChanged 23
		SP:Iteration 8Q (3337.710000 sec): 3 clusters
  Score: Raw -312936.884054 + Penalty 2567.104266 = -310369.779788
  nChanged 17
		SP:Iteration 9Q (3337.890000 sec): 3 clusters
  Score: Raw -312944.558884 + Penalty 2567.104266 = -310377.454618
  nChanged 19
		SP:Iteration 10Q (3338.060000 sec): 3 clusters
  Score: Raw -312952.149106 + Penalty 2567.104266 = -310385.044840
  nChanged 25
		SP:Iteration 11Q (3338.240000 sec): 3 clusters
  Score: Raw -312961.168407 + Penalty 2567.104266 = -310394.064141
  nChanged 13
		SP:Iteration 12Q (3338.410000 sec): 3 clusters
  Score: Raw -312964.958879 + Penalty 2567.104266 = -310397.854613
  nChanged 14
		SP:Iteration 13Q (3338.590000 sec): 3 clusters
  Score: Raw -312970.131393 + Penalty 2567.104266 = -310403.027127
  nChanged 19
		SP:Iteration 14Q (3338.720000 sec): 3 clusters
  Score: Raw -312981.003602 + Penalty 2567.104266 = -310413.899336
  nChanged 22
		SP:Iteration 15Q (3338.900000 sec): 3 clusters
  Score: Raw -312992.327297 + Penalty 2567.104266 = -310425.223031
  nChanged 27
		SP:Iteration 16Q (3339.050000 sec): 3 clusters
  Score: Raw -313004.044231 + Penalty 2567.104266 = -310436.939965
  nChanged 27
		SP:Iteration 17Q (3339.190000 sec): 3 clusters
  Score: Raw -313015.569804 + Penalty 2567.104266 = -310448.465538
  nChanged 28
		SP:Iteration 18Q (3339.320000 sec): 3 clusters
  Score: Raw -313029.473198 + Penalty 2567.104266 = -310462.368932
  nChanged 24
		SP:Iteration 19Q (3339.450000 sec): 3 clusters
  Score: Raw -313039.379909 + Penalty 2567.104266 = -310472.275643
  nChanged 17
		SP:Iteration 20F (3339.590000 sec): 3 clusters
  Score: Raw -313047.094489 + Penalty 2567.104266 = -310479.990223
  nChanged 24
		SP:Iteration 21Q (3339.720000 sec): 3 clusters
  Score: Raw -313057.986477 + Penalty 2567.104266 = -310490.882211
  nChanged 20
		SP:Iteration 22Q (3339.850000 sec): 3 clusters
  Score: Raw -313065.429195 + Penalty 2567.104266 = -310498.324929
  nChanged 19
		SP:Iteration 23Q (3340.090000 sec): 3 clusters
  Score: Raw -313075.577688 + Penalty 2567.104266 = -310508.473422
  nChanged 28
		SP:Iteration 24Q (3340.250000 sec): 3 clusters
  Score: Raw -313089.690149 + Penalty 2567.104266 = -310522.585883
  nChanged 37
		SP:Iteration 25Q (3340.390000 sec): 3 clusters
  Score: Raw -313110.198098 + Penalty 2567.104266 = -310543.093832
  nChanged 38
		SP:Iteration 26Q (3340.620000 sec): 3 clusters
  Score: Raw -313127.604828 + Penalty 2567.104266 = -310560.500562
  nChanged 33
		SP:Iteration 27Q (3340.770000 sec): 3 clusters
  Score: Raw -313144.637307 + Penalty 2567.104266 = -310577.533041
  nChanged 34
		SP:Iteration 28Q (3340.960000 sec): 3 clusters
  Score: Raw -313160.821471 + Penalty 2567.104266 = -310593.717205
  nChanged 29
		SP:Iteration 29Q (3341.160000 sec): 3 clusters
  Score: Raw -313177.299822 + Penalty 2567.104266 = -310610.195556
  nChanged 28
		SP:Iteration 30Q (3341.410000 sec): 3 clusters
  Score: Raw -313190.967823 + Penalty 2567.104266 = -310623.863557
  nChanged 25
		SP:Iteration 31Q (3341.580000 sec): 3 clusters
  Score: Raw -313209.486972 + Penalty 2567.104266 = -310642.382706
  nChanged 29
		SP:Iteration 32Q (3341.800000 sec): 3 clusters
  Score: Raw -313228.038700 + Penalty 2567.104266 = -310660.934434
  nChanged 23
		SP:Iteration 33Q (3341.990000 sec): 3 clusters
  Score: Raw -313241.436779 + Penalty 2567.104266 = -310674.332513
  nChanged 24
		SP:Iteration 34Q (3342.170000 sec): 3 clusters
  Score: Raw -313256.086935 + Penalty 2567.104266 = -310688.982669
  nChanged 20
		SP:Iteration 35Q (3342.300000 sec): 3 clusters
  Score: Raw -313266.883608 + Penalty 2567.104266 = -310699.779342
  nChanged 17
		SP:Iteration 36Q (3342.540000 sec): 3 clusters
  Score: Raw -313275.883247 + Penalty 2567.104266 = -310708.778981
  nChanged 12
		SP:Iteration 37Q (3342.700000 sec): 3 clusters
  Score: Raw -313283.114458 + Penalty 2567.104266 = -310716.010192
  nChanged 14
		SP:Iteration 38Q (3342.880000 sec): 3 clusters
  Score: Raw -313291.364965 + Penalty 2567.104266 = -310724.260699
  nChanged 11
		SP:Iteration 39Q (3343.030000 sec): 3 clusters
  Score: Raw -313296.366605 + Penalty 2567.104266 = -310729.262339
  nChanged 8
		SP:Iteration 40F (3343.170000 sec): 3 clusters
  Score: Raw -313300.674477 + Penalty 2567.104266 = -310733.570211
  nChanged 14
		SP:Iteration 41Q (3343.310000 sec): 3 clusters
  Score: Raw -313309.295852 + Penalty 2567.104266 = -310742.191586
  nChanged 14
		SP:Iteration 42Q (3343.460000 sec): 3 clusters
  Score: Raw -313317.029487 + Penalty 2567.104266 = -310749.925221
  nChanged 14
		SP:Iteration 43Q (3343.600000 sec): 3 clusters
  Score: Raw -313326.058719 + Penalty 2567.104266 = -310758.954453
  nChanged 20
		SP:Iteration 44Q (3343.700000 sec): 3 clusters
  Score: Raw -313339.450797 + Penalty 2567.104266 = -310772.346531
  nChanged 16
		SP:Iteration 45Q (3343.830000 sec): 3 clusters
  Score: Raw -313350.033605 + Penalty 2567.104266 = -310782.929339
  nChanged 14
		SP:Iteration 46Q (3343.980000 sec): 3 clusters
  Score: Raw -313357.714970 + Penalty 2567.104266 = -310790.610704
  nChanged 10
		SP:Iteration 47Q (3344.150000 sec): 3 clusters
  Score: Raw -313365.391149 + Penalty 2567.104266 = -310798.286883
  nChanged 13
		SP:Iteration 48Q (3344.330000 sec): 3 clusters
  Score: Raw -313373.935787 + Penalty 2567.104266 = -310806.831521
  nChanged 17
		SP:Iteration 49Q (3344.470000 sec): 3 clusters
  Score: Raw -313385.128070 + Penalty 2567.104266 = -310818.023804
  nChanged 15
		SP:Iteration 50Q (3344.560000 sec): 3 clusters
  Score: Raw -313394.793736 + Penalty 2567.104266 = -310827.689470
  nChanged 12
		SP:Iteration 51Q (3344.700000 sec): 3 clusters
  Score: Raw -313402.382613 + Penalty 2567.104266 = -310835.278347
  nChanged 10
		SP:Iteration 52Q (3344.840000 sec): 3 clusters
  Score: Raw -313408.776284 + Penalty 2567.104266 = -310841.672018
  nChanged 10
		SP:Iteration 53Q (3344.980000 sec): 3 clusters
  Score: Raw -313417.022141 + Penalty 2567.104266 = -310849.917875
  nChanged 13
		SP:Iteration 54Q (3345.120000 sec): 3 clusters
  Score: Raw -313426.769322 + Penalty 2567.104266 = -310859.665056
  nChanged 11
		SP:Iteration 55Q (3345.280000 sec): 3 clusters
  Score: Raw -313437.445720 + Penalty 2567.104266 = -310870.341454
  nChanged 11
		SP:Iteration 56Q (3345.400000 sec): 3 clusters
  Score: Raw -313443.396896 + Penalty 2567.104266 = -310876.292630
  nChanged 5
		SP:Iteration 57Q (3345.520000 sec): 3 clusters
  Score: Raw -313446.680694 + Penalty 2567.104266 = -310879.576428
  nChanged 5
		SP:Iteration 58Q (3345.640000 sec): 3 clusters
  Score: Raw -313450.094269 + Penalty 2567.104266 = -310882.990003
  nChanged 2
		SP:Iteration 59Q (3345.760000 sec): 3 clusters
  Score: Raw -313451.444329 + Penalty 2567.104266 = -310884.340063
  nChanged 3
		SP:Iteration 60F (3345.880000 sec): 3 clusters
  Score: Raw -313453.269569 + Penalty 2567.104266 = -310886.165303
  nChanged 2
		SP:Iteration 61Q (3346.000000 sec): 3 clusters
  Score: Raw -313454.322888 + Penalty 2567.104266 = -310887.218622
  nChanged 4
		SP:Iteration 62Q (3346.120000 sec): 3 clusters
  Score: Raw -313456.999393 + Penalty 2567.104266 = -310889.895127
  nChanged 5
		SP:Iteration 63Q (3346.240000 sec): 3 clusters
  Score: Raw -313460.359298 + Penalty 2567.104266 = -310893.255032
  nChanged 4
		SP:Iteration 64Q (3346.380000 sec): 3 clusters
  Score: Raw -313464.034733 + Penalty 2567.104266 = -310896.930467
  nChanged 5
		SP:Iteration 65Q (3346.550000 sec): 3 clusters
  Score: Raw -313468.833825 + Penalty 2567.104266 = -310901.729559
  nChanged 4
		SP:Iteration 66Q (3346.670000 sec): 3 clusters
  Score: Raw -313472.946617 + Penalty 2567.104266 = -310905.842351
  nChanged 3
		SP:Iteration 67Q (3346.790000 sec): 3 clusters
  Score: Raw -313473.801185 + Penalty 2567.104266 = -310906.696919
  nChanged 0
		SP:Iteration 68F (3346.910000 sec): 3 clusters
  Score: Raw -313473.801185 + Penalty 2567.104266 = -310906.696919
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 9 (346097 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3348.320000 sec): 2 clusters
  Score: Raw -42458627.025181 + Penalty 2072.602084 = -42456554.423098
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3350.650000 sec): 3 clusters
  Score: Raw -42226849.923599 + Penalty 4145.204168 = -42222704.719432
  nChanged 168890
		SP:Iteration 1F (3353.060000 sec): 3 clusters
  Score: Raw -42329174.876631 + Penalty 4145.204168 = -42325029.672464
  nChanged 10207
		SP:Iteration 2Q (3355.500000 sec): 3 clusters
  Score: Raw -42332072.805856 + Penalty 4145.204168 = -42327927.601688
  nChanged 12075
		SP:Iteration 3Q (3357.780000 sec): 3 clusters
  Score: Raw -42336513.461494 + Penalty 4145.204168 = -42332368.257326
  nChanged 14379
		SP:Iteration 4Q (3360.350000 sec): 3 clusters
  Score: Raw -42343095.793440 + Penalty 4145.204168 = -42338950.589273
  nChanged 16824
		SP:Iteration 5Q (3362.770000 sec): 3 clusters
  Score: Raw -42352624.461423 + Penalty 4145.204168 = -42348479.257255
  nChanged 18954
		SP:Iteration 6F (3365.720000 sec): 3 clusters
  Score: Raw -42365060.827621 + Penalty 4145.204168 = -42360915.623454
  nChanged 20934
		SP:Iteration 7F (3368.070000 sec): 3 clusters
  Score: Raw -42380669.884382 + Penalty 4145.204168 = -42376524.680215
  nChanged 22176
		SP:Iteration 8F (3370.250000 sec): 3 clusters
  Score: Raw -42398531.779713 + Penalty 4145.204168 = -42394386.575545
  nChanged 21925
		SP:Iteration 9F (3372.380000 sec): 3 clusters
  Score: Raw -42416705.912726 + Penalty 4145.204168 = -42412560.708559
  nChanged 18952
		SP:Iteration 10F (3374.470000 sec): 3 clusters
  Score: Raw -42431631.894907 + Penalty 4145.204168 = -42427486.690739
  nChanged 14630
		SP:Iteration 11Q (3376.740000 sec): 3 clusters
  Score: Raw -42442294.054989 + Penalty 4145.204168 = -42438148.850821
  nChanged 10374
		SP:Iteration 12Q (3378.910000 sec): 3 clusters
  Score: Raw -42449079.097275 + Penalty 4145.204168 = -42444933.893107
  nChanged 6793
		SP:Iteration 13Q (3380.790000 sec): 3 clusters
  Score: Raw -42453066.688481 + Penalty 4145.204168 = -42448921.484314
  nChanged 4397
		SP:Iteration 14Q (3382.680000 sec): 3 clusters
  Score: Raw -42455409.184900 + Penalty 4145.204168 = -42451263.980733
  nChanged 2828
		SP:Iteration 15Q (3385.220000 sec): 3 clusters
  Score: Raw -42456794.265870 + Penalty 4145.204168 = -42452649.061703
  nChanged 1804
		SP:Iteration 16Q (3387.700000 sec): 3 clusters
  Score: Raw -42457603.345694 + Penalty 4145.204168 = -42453458.141527
  nChanged 1132
		SP:Iteration 17Q (3389.500000 sec): 3 clusters
  Score: Raw -42458047.421930 + Penalty 4145.204168 = -42453902.217763
  nChanged 750
		SP:Iteration 18Q (3391.600000 sec): 3 clusters
  Score: Raw -42458325.359430 + Penalty 4145.204168 = -42454180.155262
  nChanged 536
		SP:Iteration 19Q (3393.610000 sec): 3 clusters
  Score: Raw -42458497.991629 + Penalty 4145.204168 = -42454352.787461
  nChanged 378
		SP:Iteration 20F (3395.610000 sec): 3 clusters
  Score: Raw -42458618.520088 + Penalty 4145.204168 = -42454473.315921
  nChanged 307
		SP:Iteration 21Q (3397.530000 sec): 3 clusters
  Score: Raw -42458717.760188 + Penalty 4145.204168 = -42454572.556021
  nChanged 270
		SP:Iteration 22Q (3399.600000 sec): 3 clusters
  Score: Raw -42458806.929607 + Penalty 4145.204168 = -42454661.725440
  nChanged 221
		SP:Iteration 23Q (3401.550000 sec): 3 clusters
  Score: Raw -42458873.372267 + Penalty 4145.204168 = -42454728.168099
  nChanged 170
		SP:Iteration 24Q (3403.480000 sec): 3 clusters
  Score: Raw -42458921.938442 + Penalty 4145.204168 = -42454776.734274
  nChanged 126
		SP:Iteration 25Q (3405.910000 sec): 3 clusters
  Score: Raw -42458954.312289 + Penalty 4145.204168 = -42454809.108122
  nChanged 97
		SP:Iteration 26Q (3407.790000 sec): 3 clusters
  Score: Raw -42458981.240454 + Penalty 4145.204168 = -42454836.036286
  nChanged 85
		SP:Iteration 27Q (3409.690000 sec): 3 clusters
  Score: Raw -42459004.540667 + Penalty 4145.204168 = -42454859.336499
  nChanged 76
		SP:Iteration 28Q (3411.580000 sec): 3 clusters
  Score: Raw -42459023.021210 + Penalty 4145.204168 = -42454877.817043
  nChanged 64
		SP:Iteration 29Q (3413.420000 sec): 3 clusters
  Score: Raw -42459040.109089 + Penalty 4145.204168 = -42454894.904921
  nChanged 72
		SP:Iteration 30Q (3415.320000 sec): 3 clusters
  Score: Raw -42459058.064293 + Penalty 4145.204168 = -42454912.860126
  nChanged 58
		SP:Iteration 31Q (3417.030000 sec): 3 clusters
  Score: Raw -42459071.154539 + Penalty 4145.204168 = -42454925.950371
  nChanged 47
		SP:Iteration 32Q (3418.810000 sec): 3 clusters
  Score: Raw -42459082.918170 + Penalty 4145.204168 = -42454937.714002
  nChanged 40
		SP:Iteration 33Q (3420.680000 sec): 3 clusters
  Score: Raw -42459090.901223 + Penalty 4145.204168 = -42454945.697055
  nChanged 32
		SP:Iteration 34Q (3422.510000 sec): 3 clusters
  Score: Raw -42459098.198256 + Penalty 4145.204168 = -42454952.994088
  nChanged 26
		SP:Iteration 35Q (3424.950000 sec): 3 clusters
  Score: Raw -42459103.773053 + Penalty 4145.204168 = -42454958.568886
  nChanged 28
		SP:Iteration 36Q (3426.600000 sec): 3 clusters
  Score: Raw -42459110.607725 + Penalty 4145.204168 = -42454965.403558
  nChanged 29
		SP:Iteration 37Q (3428.340000 sec): 3 clusters
  Score: Raw -42459117.561716 + Penalty 4145.204168 = -42454972.357548
  nChanged 31
		SP:Iteration 38Q (3430.220000 sec): 3 clusters
  Score: Raw -42459126.174567 + Penalty 4145.204168 = -42454980.970400
  nChanged 33
		SP:Iteration 39Q (3432.060000 sec): 3 clusters
  Score: Raw -42459133.803914 + Penalty 4145.204168 = -42454988.599746
  nChanged 28
		SP:Iteration 40F (3434.050000 sec): 3 clusters
  Score: Raw -42459140.494190 + Penalty 4145.204168 = -42454995.290023
  nChanged 26
		SP:Iteration 41Q (3435.880000 sec): 3 clusters
  Score: Raw -42459147.029589 + Penalty 4145.204168 = -42455001.825421
  nChanged 25
		SP:Iteration 42Q (3437.760000 sec): 3 clusters
  Score: Raw -42459152.271030 + Penalty 4145.204168 = -42455007.066863
  nChanged 15
		SP:Iteration 43Q (3439.560000 sec): 3 clusters
  Score: Raw -42459155.343332 + Penalty 4145.204168 = -42455010.139165
  nChanged 16
		SP:Iteration 44Q (3441.720000 sec): 3 clusters
  Score: Raw -42459158.881448 + Penalty 4145.204168 = -42455013.677281
  nChanged 14
		SP:Iteration 45Q (3444.280000 sec): 3 clusters
  Score: Raw -42459162.567419 + Penalty 4145.204168 = -42455017.363251
  nChanged 22
		SP:Iteration 46Q (3446.110000 sec): 3 clusters
  Score: Raw -42459168.371268 + Penalty 4145.204168 = -42455023.167101
  nChanged 18
		SP:Iteration 47Q (3447.920000 sec): 3 clusters
  Score: Raw -42459172.113298 + Penalty 4145.204168 = -42455026.909131
  nChanged 9
		SP:Iteration 48Q (3449.710000 sec): 3 clusters
  Score: Raw -42459173.820432 + Penalty 4145.204168 = -42455028.616264
  nChanged 8
		SP:Iteration 49Q (3451.530000 sec): 3 clusters
  Score: Raw -42459175.530919 + Penalty 4145.204168 = -42455030.326752
  nChanged 12
		SP:Iteration 50Q (3453.470000 sec): 3 clusters
  Score: Raw -42459178.102060 + Penalty 4145.204168 = -42455032.897893
  nChanged 8
		SP:Iteration 51Q (3455.330000 sec): 3 clusters
  Score: Raw -42459179.865647 + Penalty 4145.204168 = -42455034.661480
  nChanged 11
		SP:Iteration 52Q (3457.300000 sec): 3 clusters
  Score: Raw -42459181.761415 + Penalty 4145.204168 = -42455036.557247
  nChanged 8
		SP:Iteration 53Q (3459.120000 sec): 3 clusters
  Score: Raw -42459183.160200 + Penalty 4145.204168 = -42455037.956032
  nChanged 3
		SP:Iteration 54Q (3461.010000 sec): 3 clusters
  Score: Raw -42459183.575444 + Penalty 4145.204168 = -42455038.371276
  nChanged 1
		SP:Iteration 55Q (3463.400000 sec): 3 clusters
  Score: Raw -42459183.697578 + Penalty 4145.204168 = -42455038.493410
  nChanged 1
		SP:Iteration 56Q (3465.100000 sec): 3 clusters
  Score: Raw -42459183.932809 + Penalty 4145.204168 = -42455038.728641
  nChanged 4
		SP:Iteration 57Q (3467.060000 sec): 3 clusters
  Score: Raw -42459184.813512 + Penalty 4145.204168 = -42455039.609344
  nChanged 4
		SP:Iteration 58Q (3469.010000 sec): 3 clusters
  Score: Raw -42459185.493688 + Penalty 4145.204168 = -42455040.289521
  nChanged 10
		SP:Iteration 59Q (3471.040000 sec): 3 clusters
  Score: Raw -42459187.680421 + Penalty 4145.204168 = -42455042.476253
  nChanged 10
		SP:Iteration 60F (3473.090000 sec): 3 clusters
  Score: Raw -42459189.447297 + Penalty 4145.204168 = -42455044.243129
  nChanged 5
		SP:Iteration 61Q (3475.040000 sec): 3 clusters
  Score: Raw -42459190.394375 + Penalty 4145.204168 = -42455045.190207
  nChanged 3
		SP:Iteration 62Q (3476.970000 sec): 3 clusters
  Score: Raw -42459190.978323 + Penalty 4145.204168 = -42455045.774155
  nChanged 2
		SP:Iteration 63Q (3478.890000 sec): 3 clusters
  Score: Raw -42459191.280783 + Penalty 4145.204168 = -42455046.076615
  nChanged 3
		SP:Iteration 64Q (3481.370000 sec): 3 clusters
  Score: Raw -42459191.898262 + Penalty 4145.204168 = -42455046.694094
  nChanged 6
		SP:Iteration 65Q (3483.900000 sec): 3 clusters
  Score: Raw -42459193.035339 + Penalty 4145.204168 = -42455047.831172
  nChanged 3
		SP:Iteration 66Q (3485.830000 sec): 3 clusters
  Score: Raw -42459193.555942 + Penalty 4145.204168 = -42455048.351774
  nChanged 4
		SP:Iteration 67Q (3487.710000 sec): 3 clusters
  Score: Raw -42459194.394199 + Penalty 4145.204168 = -42455049.190032
  nChanged 3
		SP:Iteration 68Q (3489.610000 sec): 3 clusters
  Score: Raw -42459194.993424 + Penalty 4145.204168 = -42455049.789257
  nChanged 6
		SP:Iteration 69Q (3491.420000 sec): 3 clusters
  Score: Raw -42459196.470249 + Penalty 4145.204168 = -42455051.266081
  nChanged 7
		SP:Iteration 70Q (3493.340000 sec): 3 clusters
  Score: Raw -42459197.681467 + Penalty 4145.204168 = -42455052.477300
  nChanged 6
		SP:Iteration 71Q (3495.210000 sec): 3 clusters
  Score: Raw -42459198.569516 + Penalty 4145.204168 = -42455053.365349
  nChanged 5
		SP:Iteration 72Q (3496.970000 sec): 3 clusters
  Score: Raw -42459199.525223 + Penalty 4145.204168 = -42455054.321056
  nChanged 2
		SP:Iteration 73Q (3498.700000 sec): 3 clusters
  Score: Raw -42459199.915962 + Penalty 4145.204168 = -42455054.711795
  nChanged 2
		SP:Iteration 74Q (3501.050000 sec): 3 clusters
  Score: Raw -42459200.306024 + Penalty 4145.204168 = -42455055.101857
  nChanged 1
		SP:Iteration 75Q (3502.760000 sec): 3 clusters
  Score: Raw -42459200.442096 + Penalty 4145.204168 = -42455055.237928
  nChanged 1
		SP:Iteration 76Q (3504.730000 sec): 3 clusters
  Score: Raw -42459200.608651 + Penalty 4145.204168 = -42455055.404483
  nChanged 2
		SP:Iteration 77Q (3506.710000 sec): 3 clusters
  Score: Raw -42459200.972663 + Penalty 4145.204168 = -42455055.768496
  nChanged 0
		SP:Iteration 78F (3508.760000 sec): 3 clusters
  Score: Raw -42459200.972663 + Penalty 4145.204168 = -42455055.768496
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 10 (30982 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3509.210000 sec): 2 clusters
  Score: Raw -3658166.967054 + Penalty 1680.438771 = -3656486.528283
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3509.540000 sec): 3 clusters
  Score: Raw -3639075.747367 + Penalty 3360.877543 = -3635714.869825
  nChanged 14093
		SP:Iteration 1F (3509.880000 sec): 3 clusters
  Score: Raw -3646973.161506 + Penalty 3360.877543 = -3643612.283964
  nChanged 1438
		SP:Iteration 2Q (3510.250000 sec): 3 clusters
  Score: Raw -3647511.601126 + Penalty 3360.877543 = -3644150.723583
  nChanged 1605
		SP:Iteration 3F (3510.650000 sec): 3 clusters
  Score: Raw -3648254.956343 + Penalty 3360.877543 = -3644894.078801
  nChanged 1937
		SP:Iteration 4F (3511.010000 sec): 3 clusters
  Score: Raw -3649368.251233 + Penalty 3360.877543 = -3646007.373690
  nChanged 2360
		SP:Iteration 5F (3511.410000 sec): 3 clusters
  Score: Raw -3651128.516387 + Penalty 3360.877543 = -3647767.638844
  nChanged 2645
		SP:Iteration 6F (3511.730000 sec): 3 clusters
  Score: Raw -3653536.864140 + Penalty 3360.877543 = -3650175.986597
  nChanged 2368
		SP:Iteration 7F (3512.110000 sec): 3 clusters
  Score: Raw -3655868.463797 + Penalty 3360.877543 = -3652507.586254
  nChanged 1466
		SP:Iteration 8Q (3512.430000 sec): 3 clusters
  Score: Raw -3657259.064589 + Penalty 3360.877543 = -3653898.187047
  nChanged 723
		SP:Iteration 9Q (3512.730000 sec): 3 clusters
  Score: Raw -3657907.941478 + Penalty 3360.877543 = -3654547.063935
  nChanged 289
		SP:Iteration 10Q (3513.130000 sec): 3 clusters
  Score: Raw -3658172.360323 + Penalty 3360.877543 = -3654811.482780
  nChanged 127
		SP:Iteration 11Q (3513.460000 sec): 3 clusters
  Score: Raw -3658301.515163 + Penalty 3360.877543 = -3654940.637620
  nChanged 44
		SP:Iteration 12Q (3513.740000 sec): 3 clusters
  Score: Raw -3658347.992010 + Penalty 3360.877543 = -3654987.114468
  nChanged 34
		SP:Iteration 13Q (3514.050000 sec): 3 clusters
  Score: Raw -3658379.118236 + Penalty 3360.877543 = -3655018.240693
  nChanged 18
		SP:Iteration 14Q (3514.400000 sec): 3 clusters
  Score: Raw -3658396.923199 + Penalty 3360.877543 = -3655036.045656
  nChanged 10
		SP:Iteration 15Q (3514.740000 sec): 3 clusters
  Score: Raw -3658409.675115 + Penalty 3360.877543 = -3655048.797572
  nChanged 11
		SP:Iteration 16Q (3515.080000 sec): 3 clusters
  Score: Raw -3658423.773601 + Penalty 3360.877543 = -3655062.896058
  nChanged 10
		SP:Iteration 17Q (3515.520000 sec): 3 clusters
  Score: Raw -3658434.413209 + Penalty 3360.877543 = -3655073.535666
  nChanged 8
		SP:Iteration 18Q (3515.860000 sec): 3 clusters
  Score: Raw -3658441.472320 + Penalty 3360.877543 = -3655080.594777
  nChanged 5
		SP:Iteration 19Q (3516.200000 sec): 3 clusters
  Score: Raw -3658446.323298 + Penalty 3360.877543 = -3655085.445755
  nChanged 4
		SP:Iteration 20F (3516.560000 sec): 3 clusters
  Score: Raw -3658449.995832 + Penalty 3360.877543 = -3655089.118289
  nChanged 1
		SP:Iteration 21Q (3516.910000 sec): 3 clusters
  Score: Raw -3658452.286054 + Penalty 3360.877543 = -3655091.408511
  nChanged 1
		SP:Iteration 22Q (3517.250000 sec): 3 clusters
  Score: Raw -3658454.917187 + Penalty 3360.877543 = -3655094.039644
  nChanged 1
		SP:Iteration 23Q (3517.640000 sec): 3 clusters
  Score: Raw -3658456.212887 + Penalty 3360.877543 = -3655095.335344
  nChanged 2
		SP:Iteration 24Q (3517.990000 sec): 3 clusters
  Score: Raw -3658459.306135 + Penalty 3360.877543 = -3655098.428592
  nChanged 1
		SP:Iteration 25Q (3518.350000 sec): 3 clusters
  Score: Raw -3658460.932532 + Penalty 3360.877543 = -3655100.054990
  nChanged 2
		SP:Iteration 26Q (3518.670000 sec): 3 clusters
  Score: Raw -3658464.395163 + Penalty 3360.877543 = -3655103.517621
  nChanged 4
		SP:Iteration 27Q (3519.080000 sec): 3 clusters
  Score: Raw -3658470.212612 + Penalty 3360.877543 = -3655109.335069
  nChanged 2
		SP:Iteration 28Q (3519.390000 sec): 3 clusters
  Score: Raw -3658471.997433 + Penalty 3360.877543 = -3655111.119890
  nChanged 1
		SP:Iteration 29Q (3519.750000 sec): 3 clusters
  Score: Raw -3658472.475308 + Penalty 3360.877543 = -3655111.597766
  nChanged 0
		SP:Iteration 30F (3520.170000 sec): 3 clusters
  Score: Raw -3658472.475308 + Penalty 3360.877543 = -3655111.597766
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 11 (3122 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3520.300000 sec): 2 clusters
  Score: Raw -352721.527561 + Penalty 1307.512229 = -351414.015332
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3520.490000 sec): 3 clusters
  Score: Raw -351402.495258 + Penalty 2615.024458 = -348787.470800
  nChanged 1216
		SP:Iteration 1F (3520.690000 sec): 3 clusters
  Score: Raw -352490.424861 + Penalty 2615.024458 = -349875.400403
  nChanged 316
		SP:Iteration 2F (3520.870000 sec): 3 clusters
  Score: Raw -352791.069043 + Penalty 2615.024458 = -350176.044585
  nChanged 248
		SP:Iteration 3F (3521.040000 sec): 3 clusters
  Score: Raw -353099.860677 + Penalty 2615.024458 = -350484.836219
  nChanged 246
		SP:Iteration 4F (3521.250000 sec): 3 clusters
  Score: Raw -353704.901358 + Penalty 2615.024458 = -351089.876900
  nChanged 265
		SP:Iteration 5F (3521.420000 sec): 3 clusters
  Score: Raw -355257.568898 + Penalty 2615.024458 = -352642.544440
  nChanged 326
		SP:Iteration 6F (3521.550000 sec): 3 clusters
  Score: Raw -356763.486143 + Penalty 2615.024458 = -354148.461685
  nChanged 336
		SP:Iteration 7F (3521.690000 sec): 3 clusters
  Score: Raw -357578.696854 + Penalty 2615.024458 = -354963.672397
  nChanged 229
		SP:Iteration 8F (3521.850000 sec): 3 clusters
  Score: Raw -358046.770599 + Penalty 2615.024458 = -355431.746141
  nChanged 129
		SP:Iteration 9Q (3521.990000 sec): 3 clusters
  Score: Raw -358389.396561 + Penalty 2615.024458 = -355774.372103
  nChanged 71
		SP:Iteration 10Q (3522.150000 sec): 3 clusters
  Score: Raw -358627.798543 + Penalty 2615.024458 = -356012.774085
  nChanged 36
		SP:Iteration 11Q (3522.340000 sec): 3 clusters
  Score: Raw -358813.277276 + Penalty 2615.024458 = -356198.252818
  nChanged 24
		SP:Iteration 12Q (3522.510000 sec): 3 clusters
  Score: Raw -358932.700895 + Penalty 2615.024458 = -356317.676437
  nChanged 23
		SP:Iteration 13Q (3522.740000 sec): 3 clusters
  Score: Raw -358972.067615 + Penalty 2615.024458 = -356357.043157
  nChanged 18
		SP:Iteration 14Q (3522.920000 sec): 3 clusters
  Score: Raw -359005.514525 + Penalty 2615.024458 = -356390.490067
  nChanged 31
		SP:Iteration 15Q (3523.060000 sec): 3 clusters
  Score: Raw -359058.349442 + Penalty 2615.024458 = -356443.324985
  nChanged 44
		SP:Iteration 16Q (3523.230000 sec): 3 clusters
  Score: Raw -359186.162192 + Penalty 2615.024458 = -356571.137734
  nChanged 51
		SP:Iteration 17Q (3523.390000 sec): 3 clusters
  Score: Raw -359482.251504 + Penalty 2615.024458 = -356867.227046
  nChanged 20
		SP:Iteration 18Q (3523.550000 sec): 3 clusters
  Score: Raw -359702.148826 + Penalty 2615.024458 = -357087.124368
  nChanged 4
		SP:Iteration 19Q (3523.710000 sec): 3 clusters
  Score: Raw -359789.182843 + Penalty 2615.024458 = -357174.158385
  nChanged 1
		SP:Iteration 20F (3523.880000 sec): 3 clusters
  Score: Raw -359802.158487 + Penalty 2615.024458 = -357187.134030
  nChanged 1
		SP:Iteration 21Q (3524.040000 sec): 3 clusters
  Score: Raw -359803.765501 + Penalty 2615.024458 = -357188.741043
  nChanged 1
		SP:Iteration 22Q (3524.210000 sec): 3 clusters
  Score: Raw -359804.786335 + Penalty 2615.024458 = -357189.761877
  nChanged 1
		SP:Iteration 23Q (3524.370000 sec): 3 clusters
  Score: Raw -359805.830922 + Penalty 2615.024458 = -357190.806464
  nChanged 0
		SP:Iteration 24F (3524.530000 sec): 3 clusters
  Score: Raw -359805.830922 + Penalty 2615.024458 = -357190.806464
  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 6.36 GB.

 Trying to split cluster 12 (23307 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3524.770000 sec): 2 clusters
  Score: Raw -2791197.889612 + Penalty 1634.182716 = -2789563.706896
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3525.070000 sec): 3 clusters
  Score: Raw -2777067.444085 + Penalty 3268.365433 = -2773799.078652
  nChanged 10576
		SP:Iteration 1F (3525.360000 sec): 3 clusters
  Score: Raw -2782895.934243 + Penalty 3268.365433 = -2779627.568811
  nChanged 1171
		SP:Iteration 2F (3525.690000 sec): 3 clusters
  Score: Raw -2783282.099982 + Penalty 3268.365433 = -2780013.734549
  nChanged 1027
		SP:Iteration 3Q (3526.050000 sec): 3 clusters
  Score: Raw -2783616.538192 + Penalty 3268.365433 = -2780348.172759
  nChanged 937
		SP:Iteration 4Q (3526.400000 sec): 3 clusters
  Score: Raw -2783965.660098 + Penalty 3268.365433 = -2780697.294666
  nChanged 959
		SP:Iteration 5Q (3526.740000 sec): 3 clusters
  Score: Raw -2784340.641250 + Penalty 3268.365433 = -2781072.275817
  nChanged 954
		SP:Iteration 6Q (3527.080000 sec): 3 clusters
  Score: Raw -2784743.758107 + Penalty 3268.365433 = -2781475.392674
  nChanged 1015
		SP:Iteration 7Q (3527.380000 sec): 3 clusters
  Score: Raw -2785285.393059 + Penalty 3268.365433 = -2782017.027626
  nChanged 1139
		SP:Iteration 8Q (3527.690000 sec): 3 clusters
  Score: Raw -2785943.843855 + Penalty 3268.365433 = -2782675.478422
  nChanged 1130
		SP:Iteration 9Q (3527.990000 sec): 3 clusters
  Score: Raw -2786670.882243 + Penalty 3268.365433 = -2783402.516810
  nChanged 1115
		SP:Iteration 10Q (3528.300000 sec): 3 clusters
  Score: Raw -2787354.298664 + Penalty 3268.365433 = -2784085.933231
  nChanged 1016
		SP:Iteration 11Q (3528.600000 sec): 3 clusters
  Score: Raw -2787896.449746 + Penalty 3268.365433 = -2784628.084313
  nChanged 784
		SP:Iteration 12Q (3528.980000 sec): 3 clusters
  Score: Raw -2788242.278701 + Penalty 3268.365433 = -2784973.913268
  nChanged 603
		SP:Iteration 13Q (3529.330000 sec): 3 clusters
  Score: Raw -2788504.188541 + Penalty 3268.365433 = -2785235.823108
  nChanged 492
		SP:Iteration 14Q (3529.680000 sec): 3 clusters
  Score: Raw -2788711.419064 + Penalty 3268.365433 = -2785443.053631
  nChanged 403
		SP:Iteration 15Q (3529.990000 sec): 3 clusters
  Score: Raw -2788882.304538 + Penalty 3268.365433 = -2785613.939106
  nChanged 389
		SP:Iteration 16Q (3530.300000 sec): 3 clusters
  Score: Raw -2789039.739708 + Penalty 3268.365433 = -2785771.374275
  nChanged 374
		SP:Iteration 17Q (3530.580000 sec): 3 clusters
  Score: Raw -2789195.922412 + Penalty 3268.365433 = -2785927.556980
  nChanged 400
		SP:Iteration 18Q (3530.940000 sec): 3 clusters
  Score: Raw -2789359.389484 + Penalty 3268.365433 = -2786091.024051
  nChanged 395
		SP:Iteration 19Q (3531.190000 sec): 3 clusters
  Score: Raw -2789517.686142 + Penalty 3268.365433 = -2786249.320710
  nChanged 342
		SP:Iteration 20F (3531.550000 sec): 3 clusters
  Score: Raw -2789651.781856 + Penalty 3268.365433 = -2786383.416423
  nChanged 335
		SP:Iteration 21Q (3531.840000 sec): 3 clusters
  Score: Raw -2789781.282671 + Penalty 3268.365433 = -2786512.917238
  nChanged 321
		SP:Iteration 22Q (3532.130000 sec): 3 clusters
  Score: Raw -2789896.220824 + Penalty 3268.365433 = -2786627.855391
  nChanged 297
		SP:Iteration 23Q (3532.450000 sec): 3 clusters
  Score: Raw -2789999.110257 + Penalty 3268.365433 = -2786730.744824
  nChanged 294
		SP:Iteration 24Q (3532.750000 sec): 3 clusters
  Score: Raw -2790099.569281 + Penalty 3268.365433 = -2786831.203848
  nChanged 279
		SP:Iteration 25Q (3533.070000 sec): 3 clusters
  Score: Raw -2790198.977320 + Penalty 3268.365433 = -2786930.611888
  nChanged 240
		SP:Iteration 26Q (3533.370000 sec): 3 clusters
  Score: Raw -2790273.055919 + Penalty 3268.365433 = -2787004.690486
  nChanged 218
		SP:Iteration 27Q (3533.690000 sec): 3 clusters
  Score: Raw -2790339.133416 + Penalty 3268.365433 = -2787070.767984
  nChanged 197
		SP:Iteration 28Q (3534.050000 sec): 3 clusters
  Score: Raw -2790393.545569 + Penalty 3268.365433 = -2787125.180137
  nChanged 188
		SP:Iteration 29Q (3534.280000 sec): 3 clusters
  Score: Raw -2790445.160823 + Penalty 3268.365433 = -2787176.795391
  nChanged 175
		SP:Iteration 30Q (3534.550000 sec): 3 clusters
  Score: Raw -2790497.279422 + Penalty 3268.365433 = -2787228.913989
  nChanged 183
		SP:Iteration 31Q (3534.870000 sec): 3 clusters
  Score: Raw -2790560.316524 + Penalty 3268.365433 = -2787291.951092
  nChanged 179
		SP:Iteration 32Q (3535.180000 sec): 3 clusters
  Score: Raw -2790625.696857 + Penalty 3268.365433 = -2787357.331425
  nChanged 165
		SP:Iteration 33Q (3535.550000 sec): 3 clusters
  Score: Raw -2790677.633687 + Penalty 3268.365433 = -2787409.268255
  nChanged 162
		SP:Iteration 34Q (3535.820000 sec): 3 clusters
  Score: Raw -2790723.535561 + Penalty 3268.365433 = -2787455.170129
  nChanged 151
		SP:Iteration 35Q (3536.150000 sec): 3 clusters
  Score: Raw -2790768.923318 + Penalty 3268.365433 = -2787500.557886
  nChanged 147
		SP:Iteration 36Q (3536.470000 sec): 3 clusters
  Score: Raw -2790818.225037 + Penalty 3268.365433 = -2787549.859604
  nChanged 160
		SP:Iteration 37Q (3536.800000 sec): 3 clusters
  Score: Raw -2790874.635938 + Penalty 3268.365433 = -2787606.270505
  nChanged 152
		SP:Iteration 38Q (3537.110000 sec): 3 clusters
  Score: Raw -2790923.949670 + Penalty 3268.365433 = -2787655.584237
  nChanged 134
		SP:Iteration 39Q (3537.470000 sec): 3 clusters
  Score: Raw -2790962.110608 + Penalty 3268.365433 = -2787693.745176
  nChanged 128
		SP:Iteration 40F (3537.820000 sec): 3 clusters
  Score: Raw -2791001.027211 + Penalty 3268.365433 = -2787732.661778
  nChanged 139
		SP:Iteration 41Q (3538.110000 sec): 3 clusters
  Score: Raw -2791051.037414 + Penalty 3268.365433 = -2787782.671981
  nChanged 123
		SP:Iteration 42Q (3538.370000 sec): 3 clusters
  Score: Raw -2791096.970615 + Penalty 3268.365433 = -2787828.605183
  nChanged 126
		SP:Iteration 43Q (3538.680000 sec): 3 clusters
  Score: Raw -2791143.592288 + Penalty 3268.365433 = -2787875.226856
  nChanged 122
		SP:Iteration 44Q (3539.020000 sec): 3 clusters
  Score: Raw -2791185.916002 + Penalty 3268.365433 = -2787917.550569
  nChanged 113
		SP:Iteration 45Q (3539.380000 sec): 3 clusters
  Score: Raw -2791220.303312 + Penalty 3268.365433 = -2787951.937879
  nChanged 101
		SP:Iteration 46Q (3539.650000 sec): 3 clusters
  Score: Raw -2791251.093282 + Penalty 3268.365433 = -2787982.727849
  nChanged 87
		SP:Iteration 47Q (3540.060000 sec): 3 clusters
  Score: Raw -2791273.159300 + Penalty 3268.365433 = -2788004.793867
  nChanged 71
		SP:Iteration 48Q (3540.340000 sec): 3 clusters
  Score: Raw -2791290.870139 + Penalty 3268.365433 = -2788022.504706
  nChanged 66
		SP:Iteration 49Q (3540.690000 sec): 3 clusters
  Score: Raw -2791305.230343 + Penalty 3268.365433 = -2788036.864910
  nChanged 58
		SP:Iteration 50Q (3541.040000 sec): 3 clusters
  Score: Raw -2791319.517336 + Penalty 3268.365433 = -2788051.151904
  nChanged 61
		SP:Iteration 51Q (3541.380000 sec): 3 clusters
  Score: Raw -2791335.479549 + Penalty 3268.365433 = -2788067.114116
  nChanged 53
		SP:Iteration 52Q (3541.700000 sec): 3 clusters
  Score: Raw -2791351.093791 + Penalty 3268.365433 = -2788082.728358
  nChanged 69
		SP:Iteration 53Q (3542.000000 sec): 3 clusters
  Score: Raw -2791370.472515 + Penalty 3268.365433 = -2788102.107082
  nChanged 70
		SP:Iteration 54Q (3542.330000 sec): 3 clusters
  Score: Raw -2791392.610380 + Penalty 3268.365433 = -2788124.244947
  nChanged 80
		SP:Iteration 55Q (3542.690000 sec): 3 clusters
  Score: Raw -2791417.108455 + Penalty 3268.365433 = -2788148.743023
  nChanged 74
		SP:Iteration 56Q (3542.990000 sec): 3 clusters
  Score: Raw -2791441.770622 + Penalty 3268.365433 = -2788173.405190
  nChanged 78
		SP:Iteration 57Q (3543.370000 sec): 3 clusters
  Score: Raw -2791468.031460 + Penalty 3268.365433 = -2788199.666028
  nChanged 71
		SP:Iteration 58Q (3543.680000 sec): 3 clusters
  Score: Raw -2791488.209430 + Penalty 3268.365433 = -2788219.843997
  nChanged 58
		SP:Iteration 59Q (3543.960000 sec): 3 clusters
  Score: Raw -2791508.448734 + Penalty 3268.365433 = -2788240.083301
  nChanged 70
		SP:Iteration 60F (3544.380000 sec): 3 clusters
  Score: Raw -2791540.383160 + Penalty 3268.365433 = -2788272.017727
  nChanged 70
		SP:Iteration 61Q (3544.690000 sec): 3 clusters
  Score: Raw -2791572.137760 + Penalty 3268.365433 = -2788303.772328
  nChanged 68
		SP:Iteration 62Q (3545.050000 sec): 3 clusters
  Score: Raw -2791599.688566 + Penalty 3268.365433 = -2788331.323133
  nChanged 69
		SP:Iteration 63Q (3545.320000 sec): 3 clusters
  Score: Raw -2791627.872611 + Penalty 3268.365433 = -2788359.507178
  nChanged 53
		SP:Iteration 64Q (3545.630000 sec): 3 clusters
  Score: Raw -2791643.596246 + Penalty 3268.365433 = -2788375.230813
  nChanged 41
		SP:Iteration 65Q (3545.960000 sec): 3 clusters
  Score: Raw -2791656.369725 + Penalty 3268.365433 = -2788388.004292
  nChanged 30
		SP:Iteration 66Q (3546.260000 sec): 3 clusters
  Score: Raw -2791666.894318 + Penalty 3268.365433 = -2788398.528886
  nChanged 26
		SP:Iteration 67Q (3546.560000 sec): 3 clusters
  Score: Raw -2791673.093611 + Penalty 3268.365433 = -2788404.728178
  nChanged 16
		SP:Iteration 68Q (3546.940000 sec): 3 clusters
  Score: Raw -2791676.619285 + Penalty 3268.365433 = -2788408.253852
  nChanged 10
		SP:Iteration 69Q (3547.200000 sec): 3 clusters
  Score: Raw -2791678.443487 + Penalty 3268.365433 = -2788410.078055
  nChanged 7
		SP:Iteration 70Q (3547.520000 sec): 3 clusters
  Score: Raw -2791680.153402 + Penalty 3268.365433 = -2788411.787969
  nChanged 2
		SP:Iteration 71Q (3547.820000 sec): 3 clusters
  Score: Raw -2791680.515063 + Penalty 3268.365433 = -2788412.149630
  nChanged 0
		SP:Iteration 72F (3548.140000 sec): 3 clusters
  Score: Raw -2791680.515063 + Penalty 3268.365433 = -2788412.149630
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 13 (5580 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3548.310000 sec): 2 clusters
  Score: Raw -617617.147801 + Penalty 1401.878409 = -616215.269392
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3548.470000 sec): 3 clusters
  Score: Raw -614752.044013 + Penalty 2803.756818 = -611948.287195
  nChanged 2295
		SP:Iteration 1F (3548.660000 sec): 3 clusters
  Score: Raw -616619.178957 + Penalty 2803.756818 = -613815.422139
  nChanged 567
		SP:Iteration 2F (3548.830000 sec): 3 clusters
  Score: Raw -617307.128312 + Penalty 2803.756818 = -614503.371494
  nChanged 485
		SP:Iteration 3F (3548.990000 sec): 3 clusters
  Score: Raw -617722.053220 + Penalty 2803.756818 = -614918.296402
  nChanged 314
		SP:Iteration 4F (3549.200000 sec): 3 clusters
  Score: Raw -617985.909164 + Penalty 2803.756818 = -615182.152346
  nChanged 256
		SP:Iteration 5Q (3549.430000 sec): 3 clusters
  Score: Raw -618194.935017 + Penalty 2803.756818 = -615391.178199
  nChanged 224
		SP:Iteration 6Q (3549.630000 sec): 3 clusters
  Score: Raw -618365.303555 + Penalty 2803.756818 = -615561.546737
  nChanged 172
		SP:Iteration 7Q (3549.830000 sec): 3 clusters
  Score: Raw -618508.840993 + Penalty 2803.756818 = -615705.084175
  nChanged 148
		SP:Iteration 8Q (3550.040000 sec): 3 clusters
  Score: Raw -618636.278000 + Penalty 2803.756818 = -615832.521182
  nChanged 111
		SP:Iteration 9Q (3550.230000 sec): 3 clusters
  Score: Raw -618727.470746 + Penalty 2803.756818 = -615923.713928
  nChanged 91
		SP:Iteration 10Q (3550.400000 sec): 3 clusters
  Score: Raw -618809.646744 + Penalty 2803.756818 = -616005.889926
  nChanged 95
		SP:Iteration 11Q (3550.650000 sec): 3 clusters
  Score: Raw -618897.800988 + Penalty 2803.756818 = -616094.044170
  nChanged 72
		SP:Iteration 12Q (3550.890000 sec): 3 clusters
  Score: Raw -618967.103095 + Penalty 2803.756818 = -616163.346277
  nChanged 64
		SP:Iteration 13Q (3551.030000 sec): 3 clusters
  Score: Raw -619010.791279 + Penalty 2803.756818 = -616207.034461
  nChanged 46
		SP:Iteration 14Q (3551.240000 sec): 3 clusters
  Score: Raw -619041.406006 + Penalty 2803.756818 = -616237.649188
  nChanged 42
		SP:Iteration 15Q (3551.420000 sec): 3 clusters
  Score: Raw -619063.946804 + Penalty 2803.756818 = -616260.189986
  nChanged 30
		SP:Iteration 16Q (3551.580000 sec): 3 clusters
  Score: Raw -619078.200939 + Penalty 2803.756818 = -616274.444121
  nChanged 25
		SP:Iteration 17Q (3551.720000 sec): 3 clusters
  Score: Raw -619090.596312 + Penalty 2803.756818 = -616286.839494
  nChanged 18
		SP:Iteration 18Q (3551.910000 sec): 3 clusters
  Score: Raw -619099.488943 + Penalty 2803.756818 = -616295.732125
  nChanged 25
		SP:Iteration 19Q (3552.100000 sec): 3 clusters
  Score: Raw -619118.717934 + Penalty 2803.756818 = -616314.961116
  nChanged 32
		SP:Iteration 20F (3552.280000 sec): 3 clusters
  Score: Raw -619151.852006 + Penalty 2803.756818 = -616348.095188
  nChanged 29
		SP:Iteration 21Q (3552.450000 sec): 3 clusters
  Score: Raw -619184.239509 + Penalty 2803.756818 = -616380.482691
  nChanged 36
		SP:Iteration 22Q (3552.650000 sec): 3 clusters
  Score: Raw -619214.025078 + Penalty 2803.756818 = -616410.268260
  nChanged 27
		SP:Iteration 23Q (3552.840000 sec): 3 clusters
  Score: Raw -619241.818036 + Penalty 2803.756818 = -616438.061218
  nChanged 27
		SP:Iteration 24Q (3553.000000 sec): 3 clusters
  Score: Raw -619273.222992 + Penalty 2803.756818 = -616469.466174
  nChanged 33
		SP:Iteration 25Q (3553.200000 sec): 3 clusters
  Score: Raw -619306.765602 + Penalty 2803.756818 = -616503.008784
  nChanged 31
		SP:Iteration 26Q (3553.360000 sec): 3 clusters
  Score: Raw -619334.626784 + Penalty 2803.756818 = -616530.869966
  nChanged 20
		SP:Iteration 27Q (3553.520000 sec): 3 clusters
  Score: Raw -619351.489723 + Penalty 2803.756818 = -616547.732905
  nChanged 24
		SP:Iteration 28Q (3553.710000 sec): 3 clusters
  Score: Raw -619372.773188 + Penalty 2803.756818 = -616569.016370
  nChanged 22
		SP:Iteration 29Q (3553.870000 sec): 3 clusters
  Score: Raw -619393.462723 + Penalty 2803.756818 = -616589.705905
  nChanged 25
		SP:Iteration 30Q (3554.060000 sec): 3 clusters
  Score: Raw -619428.642571 + Penalty 2803.756818 = -616624.885753
  nChanged 27
		SP:Iteration 31Q (3554.300000 sec): 3 clusters
  Score: Raw -619463.385626 + Penalty 2803.756818 = -616659.628808
  nChanged 23
		SP:Iteration 32Q (3554.490000 sec): 3 clusters
  Score: Raw -619508.423067 + Penalty 2803.756818 = -616704.666249
  nChanged 21
		SP:Iteration 33Q (3554.650000 sec): 3 clusters
  Score: Raw -619562.198967 + Penalty 2803.756818 = -616758.442149
  nChanged 18
		SP:Iteration 34Q (3554.820000 sec): 3 clusters
  Score: Raw -619612.952301 + Penalty 2803.756818 = -616809.195483
  nChanged 11
		SP:Iteration 35Q (3554.980000 sec): 3 clusters
  Score: Raw -619645.335898 + Penalty 2803.756818 = -616841.579080
  nChanged 14
		SP:Iteration 36Q (3555.140000 sec): 3 clusters
  Score: Raw -619673.492132 + Penalty 2803.756818 = -616869.735314
  nChanged 15
		SP:Iteration 37Q (3555.330000 sec): 3 clusters
  Score: Raw -619705.664945 + Penalty 2803.756818 = -616901.908127
  nChanged 12
		SP:Iteration 38Q (3555.490000 sec): 3 clusters
  Score: Raw -619724.028458 + Penalty 2803.756818 = -616920.271640
  nChanged 10
		SP:Iteration 39Q (3555.670000 sec): 3 clusters
  Score: Raw -619732.140374 + Penalty 2803.756818 = -616928.383556
  nChanged 2
		SP:Iteration 40F (3555.820000 sec): 3 clusters
  Score: Raw -619734.971230 + Penalty 2803.756818 = -616931.214412
  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 6.36 GB.

 Trying to split cluster 14 (59839 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3556.210000 sec): 2 clusters
  Score: Raw -7246872.449687 + Penalty 1787.404596 = -7245085.045091
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3556.810000 sec): 3 clusters
  Score: Raw -7208898.380851 + Penalty 3574.809193 = -7205323.571658
  nChanged 28157
		SP:Iteration 1F (3557.390000 sec): 3 clusters
  Score: Raw -7225138.683840 + Penalty 3574.809193 = -7221563.874647
  nChanged 2530
		SP:Iteration 2Q (3557.940000 sec): 3 clusters
  Score: Raw -7226006.076874 + Penalty 3574.809193 = -7222431.267681
  nChanged 2727
		SP:Iteration 3Q (3558.430000 sec): 3 clusters
  Score: Raw -7227189.249464 + Penalty 3574.809193 = -7223614.440271
  nChanged 3169
		SP:Iteration 4F (3558.930000 sec): 3 clusters
  Score: Raw -7228954.088159 + Penalty 3574.809193 = -7225379.278966
  nChanged 3728
		SP:Iteration 5F (3559.460000 sec): 3 clusters
  Score: Raw -7231652.498256 + Penalty 3574.809193 = -7228077.689063
  nChanged 4208
		SP:Iteration 6F (3560.050000 sec): 3 clusters
  Score: Raw -7235106.481314 + Penalty 3574.809193 = -7231531.672121
  nChanged 4042
		SP:Iteration 7F (3560.570000 sec): 3 clusters
  Score: Raw -7238657.676019 + Penalty 3574.809193 = -7235082.866827
  nChanged 3422
		SP:Iteration 8F (3561.090000 sec): 3 clusters
  Score: Raw -7241709.689517 + Penalty 3574.809193 = -7238134.880324
  nChanged 2499
		SP:Iteration 9Q (3561.580000 sec): 3 clusters
  Score: Raw -7243850.171075 + Penalty 3574.809193 = -7240275.361882
  nChanged 1653
		SP:Iteration 10Q (3562.060000 sec): 3 clusters
  Score: Raw -7245246.324849 + Penalty 3574.809193 = -7241671.515656
  nChanged 1025
		SP:Iteration 11Q (3562.560000 sec): 3 clusters
  Score: Raw -7246075.204934 + Penalty 3574.809193 = -7242500.395741
  nChanged 627
		SP:Iteration 12Q (3563.090000 sec): 3 clusters
  Score: Raw -7246553.358694 + Penalty 3574.809193 = -7242978.549501
  nChanged 402
		SP:Iteration 13Q (3563.560000 sec): 3 clusters
  Score: Raw -7246826.682940 + Penalty 3574.809193 = -7243251.873747
  nChanged 259
		SP:Iteration 14Q (3564.090000 sec): 3 clusters
  Score: Raw -7246986.463679 + Penalty 3574.809193 = -7243411.654486
  nChanged 195
		SP:Iteration 15Q (3564.480000 sec): 3 clusters
  Score: Raw -7247084.539539 + Penalty 3574.809193 = -7243509.730346
  nChanged 159
		SP:Iteration 16Q (3565.030000 sec): 3 clusters
  Score: Raw -7247160.371834 + Penalty 3574.809193 = -7243585.562641
  nChanged 147
		SP:Iteration 17Q (3565.520000 sec): 3 clusters
  Score: Raw -7247224.317359 + Penalty 3574.809193 = -7243649.508166
  nChanged 126
		SP:Iteration 18Q (3565.990000 sec): 3 clusters
  Score: Raw -7247283.018904 + Penalty 3574.809193 = -7243708.209711
  nChanged 121
		SP:Iteration 19Q (3566.470000 sec): 3 clusters
  Score: Raw -7247337.979861 + Penalty 3574.809193 = -7243763.170668
  nChanged 108
		SP:Iteration 20F (3567.030000 sec): 3 clusters
  Score: Raw -7247388.859815 + Penalty 3574.809193 = -7243814.050622
  nChanged 107
		SP:Iteration 21Q (3567.460000 sec): 3 clusters
  Score: Raw -7247447.025553 + Penalty 3574.809193 = -7243872.216360
  nChanged 121
		SP:Iteration 22Q (3567.980000 sec): 3 clusters
  Score: Raw -7247506.030771 + Penalty 3574.809193 = -7243931.221578
  nChanged 129
		SP:Iteration 23Q (3568.540000 sec): 3 clusters
  Score: Raw -7247563.630720 + Penalty 3574.809193 = -7243988.821527
  nChanged 121
		SP:Iteration 24Q (3569.040000 sec): 3 clusters
  Score: Raw -7247627.034274 + Penalty 3574.809193 = -7244052.225082
  nChanged 144
		SP:Iteration 25Q (3569.520000 sec): 3 clusters
  Score: Raw -7247704.968534 + Penalty 3574.809193 = -7244130.159341
  nChanged 142
		SP:Iteration 26Q (3570.040000 sec): 3 clusters
  Score: Raw -7247781.083152 + Penalty 3574.809193 = -7244206.273959
  nChanged 139
		SP:Iteration 27Q (3570.470000 sec): 3 clusters
  Score: Raw -7247853.981995 + Penalty 3574.809193 = -7244279.172802
  nChanged 122
		SP:Iteration 28Q (3570.990000 sec): 3 clusters
  Score: Raw -7247912.138735 + Penalty 3574.809193 = -7244337.329542
  nChanged 118
		SP:Iteration 29Q (3571.500000 sec): 3 clusters
  Score: Raw -7247960.354979 + Penalty 3574.809193 = -7244385.545786
  nChanged 116
		SP:Iteration 30Q (3572.020000 sec): 3 clusters
  Score: Raw -7247999.202414 + Penalty 3574.809193 = -7244424.393221
  nChanged 103
		SP:Iteration 31Q (3572.510000 sec): 3 clusters
  Score: Raw -7248033.237645 + Penalty 3574.809193 = -7244458.428452
  nChanged 78
		SP:Iteration 32Q (3573.030000 sec): 3 clusters
  Score: Raw -7248053.947753 + Penalty 3574.809193 = -7244479.138560
  nChanged 70
		SP:Iteration 33Q (3573.480000 sec): 3 clusters
  Score: Raw -7248073.792667 + Penalty 3574.809193 = -7244498.983474
  nChanged 64
		SP:Iteration 34Q (3573.980000 sec): 3 clusters
  Score: Raw -7248091.667161 + Penalty 3574.809193 = -7244516.857968
  nChanged 64
		SP:Iteration 35Q (3574.510000 sec): 3 clusters
  Score: Raw -7248109.391357 + Penalty 3574.809193 = -7244534.582164
  nChanged 62
		SP:Iteration 36Q (3574.980000 sec): 3 clusters
  Score: Raw -7248127.333293 + Penalty 3574.809193 = -7244552.524100
  nChanged 49
		SP:Iteration 37Q (3575.440000 sec): 3 clusters
  Score: Raw -7248141.033149 + Penalty 3574.809193 = -7244566.223956
  nChanged 50
		SP:Iteration 38Q (3575.980000 sec): 3 clusters
  Score: Raw -7248153.318574 + Penalty 3574.809193 = -7244578.509381
  nChanged 55
		SP:Iteration 39Q (3576.480000 sec): 3 clusters
  Score: Raw -7248168.413495 + Penalty 3574.809193 = -7244593.604302
  nChanged 64
		SP:Iteration 40F (3576.980000 sec): 3 clusters
  Score: Raw -7248200.132299 + Penalty 3574.809193 = -7244625.323107
  nChanged 78
		SP:Iteration 41Q (3577.470000 sec): 3 clusters
  Score: Raw -7248226.517447 + Penalty 3574.809193 = -7244651.708254
  nChanged 81
		SP:Iteration 42Q (3578.030000 sec): 3 clusters
  Score: Raw -7248253.561874 + Penalty 3574.809193 = -7244678.752681
  nChanged 95
		SP:Iteration 43Q (3578.600000 sec): 3 clusters
  Score: Raw -7248283.095629 + Penalty 3574.809193 = -7244708.286436
  nChanged 94
		SP:Iteration 44Q (3579.170000 sec): 3 clusters
  Score: Raw -7248308.991867 + Penalty 3574.809193 = -7244734.182674
  nChanged 98
		SP:Iteration 45Q (3579.730000 sec): 3 clusters
  Score: Raw -7248335.151788 + Penalty 3574.809193 = -7244760.342596
  nChanged 86
		SP:Iteration 46Q (3580.300000 sec): 3 clusters
  Score: Raw -7248356.976557 + Penalty 3574.809193 = -7244782.167364
  nChanged 80
		SP:Iteration 47Q (3580.850000 sec): 3 clusters
  Score: Raw -7248375.173691 + Penalty 3574.809193 = -7244800.364498
  nChanged 99
		SP:Iteration 48Q (3581.370000 sec): 3 clusters
  Score: Raw -7248398.991523 + Penalty 3574.809193 = -7244824.182330
  nChanged 93
		SP:Iteration 49Q (3581.860000 sec): 3 clusters
  Score: Raw -7248422.681761 + Penalty 3574.809193 = -7244847.872568
  nChanged 103
		SP:Iteration 50Q (3582.320000 sec): 3 clusters
  Score: Raw -7248448.514429 + Penalty 3574.809193 = -7244873.705236
  nChanged 102
		SP:Iteration 51Q (3582.800000 sec): 3 clusters
  Score: Raw -7248473.731471 + Penalty 3574.809193 = -7244898.922278
  nChanged 96
		SP:Iteration 52Q (3583.290000 sec): 3 clusters
  Score: Raw -7248493.236119 + Penalty 3574.809193 = -7244918.426926
  nChanged 84
		SP:Iteration 53Q (3583.780000 sec): 3 clusters
  Score: Raw -7248509.190486 + Penalty 3574.809193 = -7244934.381293
  nChanged 73
		SP:Iteration 54Q (3584.240000 sec): 3 clusters
  Score: Raw -7248525.798419 + Penalty 3574.809193 = -7244950.989226
  nChanged 87
		SP:Iteration 55Q (3584.840000 sec): 3 clusters
  Score: Raw -7248541.714402 + Penalty 3574.809193 = -7244966.905209
  nChanged 73
		SP:Iteration 56Q (3585.380000 sec): 3 clusters
  Score: Raw -7248552.872892 + Penalty 3574.809193 = -7244978.063699
  nChanged 59
		SP:Iteration 57Q (3585.940000 sec): 3 clusters
  Score: Raw -7248561.493236 + Penalty 3574.809193 = -7244986.684043
  nChanged 49
		SP:Iteration 58Q (3586.480000 sec): 3 clusters
  Score: Raw -7248568.030687 + Penalty 3574.809193 = -7244993.221494
  nChanged 45
		SP:Iteration 59Q (3587.010000 sec): 3 clusters
  Score: Raw -7248573.871469 + Penalty 3574.809193 = -7244999.062276
  nChanged 41
		SP:Iteration 60F (3587.530000 sec): 3 clusters
  Score: Raw -7248578.833322 + Penalty 3574.809193 = -7245004.024129
  nChanged 33
		SP:Iteration 61Q (3587.970000 sec): 3 clusters
  Score: Raw -7248582.508471 + Penalty 3574.809193 = -7245007.699279
  nChanged 28
		SP:Iteration 62Q (3588.450000 sec): 3 clusters
  Score: Raw -7248585.459919 + Penalty 3574.809193 = -7245010.650726
  nChanged 27
		SP:Iteration 63Q (3589.020000 sec): 3 clusters
  Score: Raw -7248588.470146 + Penalty 3574.809193 = -7245013.660953
  nChanged 24
		SP:Iteration 64Q (3589.540000 sec): 3 clusters
  Score: Raw -7248591.743933 + Penalty 3574.809193 = -7245016.934740
  nChanged 29
		SP:Iteration 65Q (3590.090000 sec): 3 clusters
  Score: Raw -7248594.325043 + Penalty 3574.809193 = -7245019.515850
  nChanged 23
		SP:Iteration 66Q (3590.570000 sec): 3 clusters
  Score: Raw -7248596.364287 + Penalty 3574.809193 = -7245021.555094
  nChanged 19
		SP:Iteration 67Q (3591.140000 sec): 3 clusters
  Score: Raw -7248598.279826 + Penalty 3574.809193 = -7245023.470633
  nChanged 15
		SP:Iteration 68Q (3591.590000 sec): 3 clusters
  Score: Raw -7248599.607476 + Penalty 3574.809193 = -7245024.798283
  nChanged 10
		SP:Iteration 69Q (3592.120000 sec): 3 clusters
  Score: Raw -7248600.325854 + Penalty 3574.809193 = -7245025.516661
  nChanged 11
		SP:Iteration 70Q (3592.600000 sec): 3 clusters
  Score: Raw -7248601.013428 + Penalty 3574.809193 = -7245026.204235
  nChanged 7
		SP:Iteration 71Q (3593.090000 sec): 3 clusters
  Score: Raw -7248601.357342 + Penalty 3574.809193 = -7245026.548149
  nChanged 0
		SP:Iteration 72F (3593.660000 sec): 3 clusters
  Score: Raw -7248601.357342 + Penalty 3574.809193 = -7245026.548149
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 15 (1750 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3593.830000 sec): 2 clusters
  Score: Raw -194210.653802 + Penalty 1213.447798 = -192997.206004
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3594.000000 sec): 3 clusters
  Score: Raw -193519.707611 + Penalty 2426.895597 = -191092.812014
  nChanged 613
		SP:Iteration 1F (3594.190000 sec): 3 clusters
  Score: Raw -194032.079637 + Penalty 2426.895597 = -191605.184040
  nChanged 180
		SP:Iteration 2F (3594.390000 sec): 3 clusters
  Score: Raw -194291.101189 + Penalty 2426.895597 = -191864.205592
  nChanged 153
		SP:Iteration 3F (3594.590000 sec): 3 clusters
  Score: Raw -194473.835857 + Penalty 2426.895597 = -192046.940261
  nChanged 114
		SP:Iteration 4F (3594.760000 sec): 3 clusters
  Score: Raw -194625.077937 + Penalty 2426.895597 = -192198.182340
  nChanged 90
		SP:Iteration 5F (3594.970000 sec): 3 clusters
  Score: Raw -194766.500821 + Penalty 2426.895597 = -192339.605225
  nChanged 81
		SP:Iteration 6Q (3595.130000 sec): 3 clusters
  Score: Raw -194875.275368 + Penalty 2426.895597 = -192448.379771
  nChanged 50
		SP:Iteration 7Q (3595.290000 sec): 3 clusters
  Score: Raw -194924.282278 + Penalty 2426.895597 = -192497.386681
  nChanged 22
		SP:Iteration 8Q (3595.470000 sec): 3 clusters
  Score: Raw -194947.074890 + Penalty 2426.895597 = -192520.179293
  nChanged 20
		SP:Iteration 9Q (3595.630000 sec): 3 clusters
  Score: Raw -194966.612830 + Penalty 2426.895597 = -192539.717233
  nChanged 20
		SP:Iteration 10Q (3595.840000 sec): 3 clusters
  Score: Raw -194982.799628 + Penalty 2426.895597 = -192555.904031
  nChanged 14
		SP:Iteration 11Q (3596.010000 sec): 3 clusters
  Score: Raw -194995.601688 + Penalty 2426.895597 = -192568.706091
  nChanged 11
		SP:Iteration 12Q (3596.190000 sec): 3 clusters
  Score: Raw -195004.254843 + Penalty 2426.895597 = -192577.359247
  nChanged 6
		SP:Iteration 13Q (3596.360000 sec): 3 clusters
  Score: Raw -195010.191247 + Penalty 2426.895597 = -192583.295650
  nChanged 6
		SP:Iteration 14Q (3596.530000 sec): 3 clusters
  Score: Raw -195015.204600 + Penalty 2426.895597 = -192588.309003
  nChanged 11
		SP:Iteration 15Q (3596.700000 sec): 3 clusters
  Score: Raw -195020.790568 + Penalty 2426.895597 = -192593.894971
  nChanged 4
		SP:Iteration 16Q (3596.910000 sec): 3 clusters
  Score: Raw -195023.905236 + Penalty 2426.895597 = -192597.009639
  nChanged 5
		SP:Iteration 17Q (3597.080000 sec): 3 clusters
  Score: Raw -195028.292966 + Penalty 2426.895597 = -192601.397370
  nChanged 5
		SP:Iteration 18Q (3597.250000 sec): 3 clusters
  Score: Raw -195030.988360 + Penalty 2426.895597 = -192604.092764
  nChanged 1
		SP:Iteration 19Q (3597.430000 sec): 3 clusters
  Score: Raw -195031.338251 + Penalty 2426.895597 = -192604.442655
  nChanged 0
		SP:Iteration 20F (3597.570000 sec): 3 clusters
  Score: Raw -195031.338251 + Penalty 2426.895597 = -192604.442655
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 16 (1659 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3597.730000 sec): 2 clusters
  Score: Raw -199510.343858 + Penalty 1204.770172 = -198305.573686
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3597.860000 sec): 3 clusters
  Score: Raw -198926.671256 + Penalty 2409.540344 = -196517.130912
  nChanged 626
		SP:Iteration 1F (3598.060000 sec): 3 clusters
  Score: Raw -199413.878542 + Penalty 2409.540344 = -197004.338198
  nChanged 170
		SP:Iteration 2F (3598.210000 sec): 3 clusters
  Score: Raw -199678.188478 + Penalty 2409.540344 = -197268.648134
  nChanged 173
		SP:Iteration 3F (3598.360000 sec): 3 clusters
  Score: Raw -200006.502273 + Penalty 2409.540344 = -197596.961928
  nChanged 119
		SP:Iteration 4F (3598.520000 sec): 3 clusters
  Score: Raw -200250.300125 + Penalty 2409.540344 = -197840.759780
  nChanged 108
		SP:Iteration 5F (3598.630000 sec): 3 clusters
  Score: Raw -200461.791767 + Penalty 2409.540344 = -198052.251423
  nChanged 90
		SP:Iteration 6F (3598.820000 sec): 3 clusters
  Score: Raw -200675.696257 + Penalty 2409.540344 = -198266.155913
  nChanged 71
		SP:Iteration 7Q (3598.950000 sec): 3 clusters
  Score: Raw -200813.619988 + Penalty 2409.540344 = -198404.079643
  nChanged 52
		SP:Iteration 8Q (3599.150000 sec): 3 clusters
  Score: Raw -200878.840837 + Penalty 2409.540344 = -198469.300493
  nChanged 26
		SP:Iteration 9Q (3599.280000 sec): 3 clusters
  Score: Raw -200899.890015 + Penalty 2409.540344 = -198490.349670
  nChanged 12
		SP:Iteration 10Q (3599.460000 sec): 3 clusters
  Score: Raw -200912.760883 + Penalty 2409.540344 = -198503.220538
  nChanged 11
		SP:Iteration 11Q (3599.630000 sec): 3 clusters
  Score: Raw -200921.589255 + Penalty 2409.540344 = -198512.048911
  nChanged 8
		SP:Iteration 12Q (3599.810000 sec): 3 clusters
  Score: Raw -200927.921405 + Penalty 2409.540344 = -198518.381060
  nChanged 5
		SP:Iteration 13Q (3599.990000 sec): 3 clusters
  Score: Raw -200930.839704 + Penalty 2409.540344 = -198521.299360
  nChanged 3
		SP:Iteration 14Q (3600.150000 sec): 3 clusters
  Score: Raw -200932.250109 + Penalty 2409.540344 = -198522.709765
  nChanged 5
		SP:Iteration 15Q (3600.340000 sec): 3 clusters
  Score: Raw -200934.675829 + Penalty 2409.540344 = -198525.135485
  nChanged 3
		SP:Iteration 16Q (3600.510000 sec): 3 clusters
  Score: Raw -200936.158393 + Penalty 2409.540344 = -198526.618048
  nChanged 1
		SP:Iteration 17Q (3600.690000 sec): 3 clusters
  Score: Raw -200936.824831 + Penalty 2409.540344 = -198527.284486
  nChanged 2
		SP:Iteration 18Q (3600.870000 sec): 3 clusters
  Score: Raw -200938.329548 + Penalty 2409.540344 = -198528.789204
  nChanged 2
		SP:Iteration 19Q (3601.050000 sec): 3 clusters
  Score: Raw -200939.852000 + Penalty 2409.540344 = -198530.311656
  nChanged 1
		SP:Iteration 20F (3601.190000 sec): 3 clusters
  Score: Raw -200940.348324 + Penalty 2409.540344 = -198530.807979
  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 6.36 GB.

 Trying to split cluster 17 (608 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3601.310000 sec): 2 clusters
  Score: Raw -47227.837984 + Penalty 1041.653418 = -46186.184566
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3601.510000 sec): 3 clusters
  Score: Raw -47270.822819 + Penalty 2083.306837 = -45187.515983
  nChanged 175
		SP:Iteration 1F (3601.700000 sec): 3 clusters
  Score: Raw -48077.257325 + Penalty 2083.306837 = -45993.950488
  nChanged 82
		SP:Iteration 2F (3601.870000 sec): 3 clusters
  Score: Raw -48683.348076 + Penalty 2083.306837 = -46600.041239
  nChanged 48
		SP:Iteration 3F (3601.980000 sec): 3 clusters
  Score: Raw -49298.023288 + Penalty 2083.306837 = -47214.716452
  nChanged 28
		SP:Iteration 4Q (3602.140000 sec): 3 clusters
  Score: Raw -49468.576722 + Penalty 2083.306837 = -47385.269885
  nChanged 12
		SP:Iteration 5Q (3602.250000 sec): 3 clusters
  Score: Raw -49503.481498 + Penalty 2083.306837 = -47420.174661
  nChanged 8
		SP:Iteration 6Q (3602.390000 sec): 3 clusters
  Score: Raw -49533.610057 + Penalty 2083.306837 = -47450.303220
  nChanged 8
		SP:Iteration 7Q (3602.510000 sec): 3 clusters
  Score: Raw -49561.146476 + Penalty 2083.306837 = -47477.839640
  nChanged 4
		SP:Iteration 8Q (3602.640000 sec): 3 clusters
  Score: Raw -49577.297685 + Penalty 2083.306837 = -47493.990849
  nChanged 3
		SP:Iteration 9Q (3602.770000 sec): 3 clusters
  Score: Raw -49594.233463 + Penalty 2083.306837 = -47510.926626
  nChanged 4
		SP:Iteration 10Q (3602.900000 sec): 3 clusters
  Score: Raw -49611.069324 + Penalty 2083.306837 = -47527.762488
  nChanged 1
		SP:Iteration 11Q (3603.030000 sec): 3 clusters
  Score: Raw -49615.037381 + Penalty 2083.306837 = -47531.730544
  nChanged 0
		SP:Iteration 12F (3603.170000 sec): 3 clusters
  Score: Raw -49615.037381 + Penalty 2083.306837 = -47531.730544
  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 6.36 GB.

 Trying to split cluster 18 (3014 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3603.280000 sec): 2 clusters
  Score: Raw -366541.989452 + Penalty 1301.791299 = -365240.198153
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3603.440000 sec): 3 clusters
  Score: Raw -365160.843119 + Penalty 2603.582598 = -362557.260521
  nChanged 1108
		SP:Iteration 1F (3603.600000 sec): 3 clusters
  Score: Raw -365843.090499 + Penalty 2603.582598 = -363239.507901
  nChanged 207
		SP:Iteration 2F (3603.760000 sec): 3 clusters
  Score: Raw -366001.988469 + Penalty 2603.582598 = -363398.405871
  nChanged 166
		SP:Iteration 3F (3603.920000 sec): 3 clusters
  Score: Raw -366098.517361 + Penalty 2603.582598 = -363494.934763
  nChanged 124
		SP:Iteration 4Q (3604.080000 sec): 3 clusters
  Score: Raw -366173.131256 + Penalty 2603.582598 = -363569.548657
  nChanged 114
		SP:Iteration 5Q (3604.240000 sec): 3 clusters
  Score: Raw -366239.602405 + Penalty 2603.582598 = -363636.019806
  nChanged 90
		SP:Iteration 6Q (3604.400000 sec): 3 clusters
  Score: Raw -366298.940145 + Penalty 2603.582598 = -363695.357546
  nChanged 87
		SP:Iteration 7Q (3604.560000 sec): 3 clusters
  Score: Raw -366360.467762 + Penalty 2603.582598 = -363756.885164
  nChanged 86
		SP:Iteration 8Q (3604.720000 sec): 3 clusters
  Score: Raw -366417.296670 + Penalty 2603.582598 = -363813.714072
  nChanged 88
		SP:Iteration 9Q (3604.880000 sec): 3 clusters
  Score: Raw -366477.527898 + Penalty 2603.582598 = -363873.945300
  nChanged 88
		SP:Iteration 10Q (3605.040000 sec): 3 clusters
  Score: Raw -366534.202160 + Penalty 2603.582598 = -363930.619561
  nChanged 88
		SP:Iteration 11Q (3605.200000 sec): 3 clusters
  Score: Raw -366592.753880 + Penalty 2603.582598 = -363989.171282
  nChanged 69
		SP:Iteration 12Q (3605.360000 sec): 3 clusters
  Score: Raw -366645.450857 + Penalty 2603.582598 = -364041.868259
  nChanged 64
		SP:Iteration 13Q (3605.520000 sec): 3 clusters
  Score: Raw -366694.286795 + Penalty 2603.582598 = -364090.704197
  nChanged 72
		SP:Iteration 14Q (3605.680000 sec): 3 clusters
  Score: Raw -366769.213165 + Penalty 2603.582598 = -364165.630567
  nChanged 86
		SP:Iteration 15Q (3605.840000 sec): 3 clusters
  Score: Raw -366859.954103 + Penalty 2603.582598 = -364256.371505
  nChanged 105
		SP:Iteration 16Q (3606.000000 sec): 3 clusters
  Score: Raw -367005.773714 + Penalty 2603.582598 = -364402.191115
  nChanged 103
		SP:Iteration 17Q (3606.160000 sec): 3 clusters
  Score: Raw -367193.735050 + Penalty 2603.582598 = -364590.152452
  nChanged 99
		SP:Iteration 18Q (3606.320000 sec): 3 clusters
  Score: Raw -367398.107489 + Penalty 2603.582598 = -364794.524891
  nChanged 87
		SP:Iteration 19Q (3606.480000 sec): 3 clusters
  Score: Raw -367505.408730 + Penalty 2603.582598 = -364901.826132
  nChanged 55
		SP:Iteration 20F (3606.640000 sec): 3 clusters
  Score: Raw -367569.011531 + Penalty 2603.582598 = -364965.428932
  nChanged 51
		SP:Iteration 21Q (3606.800000 sec): 3 clusters
  Score: Raw -367616.687103 + Penalty 2603.582598 = -365013.104505
  nChanged 33
		SP:Iteration 22Q (3606.960000 sec): 3 clusters
  Score: Raw -367641.739719 + Penalty 2603.582598 = -365038.157120
  nChanged 21
		SP:Iteration 23Q (3607.120000 sec): 3 clusters
  Score: Raw -367656.694813 + Penalty 2603.582598 = -365053.112215
  nChanged 21
		SP:Iteration 24Q (3607.280000 sec): 3 clusters
  Score: Raw -367669.155806 + Penalty 2603.582598 = -365065.573208
  nChanged 12
		SP:Iteration 25Q (3607.440000 sec): 3 clusters
  Score: Raw -367676.657062 + Penalty 2603.582598 = -365073.074464
  nChanged 13
		SP:Iteration 26Q (3607.600000 sec): 3 clusters
  Score: Raw -367682.924620 + Penalty 2603.582598 = -365079.342022
  nChanged 7
		SP:Iteration 27Q (3607.760000 sec): 3 clusters
  Score: Raw -367685.637257 + Penalty 2603.582598 = -365082.054659
  nChanged 3
		SP:Iteration 28Q (3607.920000 sec): 3 clusters
  Score: Raw -367686.786244 + Penalty 2603.582598 = -365083.203646
  nChanged 2
		SP:Iteration 29Q (3608.080000 sec): 3 clusters
  Score: Raw -367687.229442 + Penalty 2603.582598 = -365083.646843
  nChanged 1
		SP:Iteration 30Q (3608.240000 sec): 3 clusters
  Score: Raw -367687.620646 + Penalty 2603.582598 = -365084.038048
  nChanged 2
		SP:Iteration 31Q (3608.400000 sec): 3 clusters
  Score: Raw -367688.120421 + Penalty 2603.582598 = -365084.537823
  nChanged 1
		SP:Iteration 32Q (3608.560000 sec): 3 clusters
  Score: Raw -367688.252487 + Penalty 2603.582598 = -365084.669889
  nChanged 1
		SP:Iteration 33Q (3608.720000 sec): 3 clusters
  Score: Raw -367688.519675 + Penalty 2603.582598 = -365084.937077
  nChanged 1
		SP:Iteration 34Q (3608.880000 sec): 3 clusters
  Score: Raw -367689.169284 + Penalty 2603.582598 = -365085.586686
  nChanged 3
		SP:Iteration 35Q (3609.040000 sec): 3 clusters
  Score: Raw -367689.887861 + Penalty 2603.582598 = -365086.305263
  nChanged 3
		SP:Iteration 36Q (3609.210000 sec): 3 clusters
  Score: Raw -367690.668684 + Penalty 2603.582598 = -365087.086086
  nChanged 2
		SP:Iteration 37Q (3609.360000 sec): 3 clusters
  Score: Raw -367691.322879 + Penalty 2603.582598 = -365087.740281
  nChanged 2
		SP:Iteration 38Q (3609.520000 sec): 3 clusters
  Score: Raw -367691.800039 + Penalty 2603.582598 = -365088.217441
  nChanged 1
		SP:Iteration 39Q (3609.750000 sec): 3 clusters
  Score: Raw -367691.932243 + Penalty 2603.582598 = -365088.349644
  nChanged 0
		SP:Iteration 40F (3609.970000 sec): 3 clusters
  Score: Raw -367691.932243 + Penalty 2603.582598 = -365088.349644
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 19 (15168 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3610.210000 sec): 2 clusters
  Score: Raw -1745226.461409 + Penalty 1564.378274 = -1743662.083135
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3610.430000 sec): 3 clusters
  Score: Raw -1736267.239592 + Penalty 3128.756548 = -1733138.483044
  nChanged 6747
		SP:Iteration 1F (3610.680000 sec): 3 clusters
  Score: Raw -1740386.868207 + Penalty 3128.756548 = -1737258.111659
  nChanged 1201
		SP:Iteration 2F (3610.930000 sec): 3 clusters
  Score: Raw -1741291.643802 + Penalty 3128.756548 = -1738162.887254
  nChanged 1128
		SP:Iteration 3F (3611.140000 sec): 3 clusters
  Score: Raw -1742114.465528 + Penalty 3128.756548 = -1738985.708980
  nChanged 1038
		SP:Iteration 4F (3611.420000 sec): 3 clusters
  Score: Raw -1742841.758744 + Penalty 3128.756548 = -1739713.002196
  nChanged 914
		SP:Iteration 5F (3611.630000 sec): 3 clusters
  Score: Raw -1743410.755496 + Penalty 3128.756548 = -1740281.998948
  nChanged 723
		SP:Iteration 6Q (3611.930000 sec): 3 clusters
  Score: Raw -1743808.027592 + Penalty 3128.756548 = -1740679.271044
  nChanged 574
		SP:Iteration 7Q (3612.210000 sec): 3 clusters
  Score: Raw -1744107.244317 + Penalty 3128.756548 = -1740978.487769
  nChanged 527
		SP:Iteration 8Q (3612.460000 sec): 3 clusters
  Score: Raw -1744404.119010 + Penalty 3128.756548 = -1741275.362462
  nChanged 503
		SP:Iteration 9Q (3612.770000 sec): 3 clusters
  Score: Raw -1744685.023553 + Penalty 3128.756548 = -1741556.267005
  nChanged 452
		SP:Iteration 10Q (3613.020000 sec): 3 clusters
  Score: Raw -1744932.002169 + Penalty 3128.756548 = -1741803.245621
  nChanged 421
		SP:Iteration 11Q (3613.290000 sec): 3 clusters
  Score: Raw -1745155.196124 + Penalty 3128.756548 = -1742026.439576
  nChanged 356
		SP:Iteration 12Q (3613.560000 sec): 3 clusters
  Score: Raw -1745328.774480 + Penalty 3128.756548 = -1742200.017932
  nChanged 325
		SP:Iteration 13Q (3613.860000 sec): 3 clusters
  Score: Raw -1745477.981214 + Penalty 3128.756548 = -1742349.224666
  nChanged 315
		SP:Iteration 14Q (3614.120000 sec): 3 clusters
  Score: Raw -1745606.396438 + Penalty 3128.756548 = -1742477.639890
  nChanged 255
		SP:Iteration 15Q (3614.330000 sec): 3 clusters
  Score: Raw -1745704.823128 + Penalty 3128.756548 = -1742576.066580
  nChanged 227
		SP:Iteration 16Q (3614.610000 sec): 3 clusters
  Score: Raw -1745786.722845 + Penalty 3128.756548 = -1742657.966297
  nChanged 217
		SP:Iteration 17Q (3614.830000 sec): 3 clusters
  Score: Raw -1745867.426425 + Penalty 3128.756548 = -1742738.669877
  nChanged 194
		SP:Iteration 18Q (3615.120000 sec): 3 clusters
  Score: Raw -1745943.190186 + Penalty 3128.756548 = -1742814.433638
  nChanged 186
		SP:Iteration 19Q (3615.410000 sec): 3 clusters
  Score: Raw -1746019.616029 + Penalty 3128.756548 = -1742890.859482
  nChanged 210
		SP:Iteration 20F (3615.630000 sec): 3 clusters
  Score: Raw -1746104.359076 + Penalty 3128.756548 = -1742975.602528
  nChanged 216
		SP:Iteration 21Q (3615.930000 sec): 3 clusters
  Score: Raw -1746198.903691 + Penalty 3128.756548 = -1743070.147143
  nChanged 224
		SP:Iteration 22Q (3616.150000 sec): 3 clusters
  Score: Raw -1746303.111997 + Penalty 3128.756548 = -1743174.355449
  nChanged 216
		SP:Iteration 23Q (3616.440000 sec): 3 clusters
  Score: Raw -1746414.132361 + Penalty 3128.756548 = -1743285.375813
  nChanged 226
		SP:Iteration 24Q (3616.750000 sec): 3 clusters
  Score: Raw -1746519.078118 + Penalty 3128.756548 = -1743390.321570
  nChanged 222
		SP:Iteration 25Q (3616.980000 sec): 3 clusters
  Score: Raw -1746617.088766 + Penalty 3128.756548 = -1743488.332218
  nChanged 222
		SP:Iteration 26Q (3617.270000 sec): 3 clusters
  Score: Raw -1746724.678339 + Penalty 3128.756548 = -1743595.921791
  nChanged 235
		SP:Iteration 27Q (3617.530000 sec): 3 clusters
  Score: Raw -1746859.814836 + Penalty 3128.756548 = -1743731.058288
  nChanged 253
		SP:Iteration 28Q (3617.890000 sec): 3 clusters
  Score: Raw -1747047.717939 + Penalty 3128.756548 = -1743918.961391
  nChanged 265
		SP:Iteration 29Q (3618.080000 sec): 3 clusters
  Score: Raw -1747256.769640 + Penalty 3128.756548 = -1744128.013092
  nChanged 254
		SP:Iteration 30Q (3618.330000 sec): 3 clusters
  Score: Raw -1747502.771579 + Penalty 3128.756548 = -1744374.015031
  nChanged 212
		SP:Iteration 31Q (3618.550000 sec): 3 clusters
  Score: Raw -1747714.174436 + Penalty 3128.756548 = -1744585.417888
  nChanged 175
		SP:Iteration 32Q (3618.770000 sec): 3 clusters
  Score: Raw -1747887.401978 + Penalty 3128.756548 = -1744758.645430
  nChanged 166
		SP:Iteration 33Q (3619.010000 sec): 3 clusters
  Score: Raw -1748034.566163 + Penalty 3128.756548 = -1744905.809615
  nChanged 157
		SP:Iteration 34Q (3619.240000 sec): 3 clusters
  Score: Raw -1748144.477729 + Penalty 3128.756548 = -1745015.721181
  nChanged 116
		SP:Iteration 35Q (3619.450000 sec): 3 clusters
  Score: Raw -1748230.090376 + Penalty 3128.756548 = -1745101.333828
  nChanged 104
		SP:Iteration 36Q (3619.670000 sec): 3 clusters
  Score: Raw -1748320.317681 + Penalty 3128.756548 = -1745191.561133
  nChanged 102
		SP:Iteration 37Q (3619.950000 sec): 3 clusters
  Score: Raw -1748457.561481 + Penalty 3128.756548 = -1745328.804933
  nChanged 96
		SP:Iteration 38Q (3620.160000 sec): 3 clusters
  Score: Raw -1748591.753109 + Penalty 3128.756548 = -1745462.996561
  nChanged 68
		SP:Iteration 39Q (3620.420000 sec): 3 clusters
  Score: Raw -1748657.129132 + Penalty 3128.756548 = -1745528.372584
  nChanged 64
		SP:Iteration 40F (3620.720000 sec): 3 clusters
  Score: Raw -1748701.978193 + Penalty 3128.756548 = -1745573.221645
  nChanged 49
		SP:Iteration 41Q (3620.960000 sec): 3 clusters
  Score: Raw -1748734.426852 + Penalty 3128.756548 = -1745605.670304
  nChanged 42
		SP:Iteration 42Q (3621.210000 sec): 3 clusters
  Score: Raw -1748763.453355 + Penalty 3128.756548 = -1745634.696807
  nChanged 41
		SP:Iteration 43Q (3621.410000 sec): 3 clusters
  Score: Raw -1748790.705332 + Penalty 3128.756548 = -1745661.948784
  nChanged 44
		SP:Iteration 44Q (3621.640000 sec): 3 clusters
  Score: Raw -1748838.386658 + Penalty 3128.756548 = -1745709.630110
  nChanged 52
		SP:Iteration 45Q (3621.890000 sec): 3 clusters
  Score: Raw -1748924.647781 + Penalty 3128.756548 = -1745795.891233
  nChanged 67
		SP:Iteration 46Q (3622.120000 sec): 3 clusters
  Score: Raw -1749050.889786 + Penalty 3128.756548 = -1745922.133238
  nChanged 60
		SP:Iteration 47Q (3622.410000 sec): 3 clusters
  Score: Raw -1749162.915680 + Penalty 3128.756548 = -1746034.159132
  nChanged 36
		SP:Iteration 48Q (3622.690000 sec): 3 clusters
  Score: Raw -1749198.554159 + Penalty 3128.756548 = -1746069.797611
  nChanged 17
		SP:Iteration 49Q (3622.960000 sec): 3 clusters
  Score: Raw -1749208.346020 + Penalty 3128.756548 = -1746079.589472
  nChanged 7
		SP:Iteration 50Q (3623.310000 sec): 3 clusters
  Score: Raw -1749211.504930 + Penalty 3128.756548 = -1746082.748382
  nChanged 5
		SP:Iteration 51Q (3623.530000 sec): 3 clusters
  Score: Raw -1749212.971930 + Penalty 3128.756548 = -1746084.215382
  nChanged 1
		SP:Iteration 52Q (3623.800000 sec): 3 clusters
  Score: Raw -1749213.324303 + Penalty 3128.756548 = -1746084.567755
  nChanged 0
		SP:Iteration 53F (3624.020000 sec): 3 clusters
  Score: Raw -1749213.324303 + Penalty 3128.756548 = -1746084.567755
  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 6.36 GB.

 Trying to split cluster 20 (197817 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3625.210000 sec): 2 clusters
  Score: Raw -23791867.722316 + Penalty 1981.703366 = -23789886.018950
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3626.590000 sec): 3 clusters
  Score: Raw -23660922.092231 + Penalty 3963.406733 = -23656958.685498
  nChanged 95771
		SP:Iteration 1F (3628.050000 sec): 3 clusters
  Score: Raw -23717957.258964 + Penalty 3963.406733 = -23713993.852231
  nChanged 5974
		SP:Iteration 2Q (3629.650000 sec): 3 clusters
  Score: Raw -23719327.703597 + Penalty 3963.406733 = -23715364.296864
  nChanged 6441
		SP:Iteration 3Q (3631.190000 sec): 3 clusters
  Score: Raw -23720959.967325 + Penalty 3963.406733 = -23716996.560592
  nChanged 7034
		SP:Iteration 4Q (3632.770000 sec): 3 clusters
  Score: Raw -23722992.415470 + Penalty 3963.406733 = -23719029.008737
  nChanged 7847
		SP:Iteration 5Q (3634.050000 sec): 3 clusters
  Score: Raw -23725726.596908 + Penalty 3963.406733 = -23721763.190175
  nChanged 9164
		SP:Iteration 6Q (3635.440000 sec): 3 clusters
  Score: Raw -23729700.913470 + Penalty 3963.406733 = -23725737.506737
  nChanged 10786
		SP:Iteration 7F (3636.640000 sec): 3 clusters
  Score: Raw -23735687.758116 + Penalty 3963.406733 = -23731724.351383
  nChanged 12531
		SP:Iteration 8F (3638.100000 sec): 3 clusters
  Score: Raw -23744314.946757 + Penalty 3963.406733 = -23740351.540024
  nChanged 13256
		SP:Iteration 9F (3639.460000 sec): 3 clusters
  Score: Raw -23754961.587633 + Penalty 3963.406733 = -23750998.180900
  nChanged 12113
		SP:Iteration 10F (3640.760000 sec): 3 clusters
  Score: Raw -23765142.153285 + Penalty 3963.406733 = -23761178.746552
  nChanged 9545
		SP:Iteration 11Q (3642.270000 sec): 3 clusters
  Score: Raw -23772764.713479 + Penalty 3963.406733 = -23768801.306746
  nChanged 7000
		SP:Iteration 12Q (3643.710000 sec): 3 clusters
  Score: Raw -23777927.453430 + Penalty 3963.406733 = -23773964.046697
  nChanged 5359
		SP:Iteration 13Q (3645.020000 sec): 3 clusters
  Score: Raw -23781637.842072 + Penalty 3963.406733 = -23777674.435339
  nChanged 4316
		SP:Iteration 14Q (3646.220000 sec): 3 clusters
  Score: Raw -23784494.671726 + Penalty 3963.406733 = -23780531.264993
  nChanged 3452
		SP:Iteration 15Q (3647.430000 sec): 3 clusters
  Score: Raw -23786793.483709 + Penalty 3963.406733 = -23782830.076976
  nChanged 2741
		SP:Iteration 16Q (3648.700000 sec): 3 clusters
  Score: Raw -23788589.872447 + Penalty 3963.406733 = -23784626.465714
  nChanged 1981
		SP:Iteration 17Q (3650.000000 sec): 3 clusters
  Score: Raw -23789859.248696 + Penalty 3963.406733 = -23785895.841964
  nChanged 1505
		SP:Iteration 18Q (3651.360000 sec): 3 clusters
  Score: Raw -23790800.499383 + Penalty 3963.406733 = -23786837.092650
  nChanged 1003
		SP:Iteration 19Q (3652.740000 sec): 3 clusters
  Score: Raw -23791389.149894 + Penalty 3963.406733 = -23787425.743161
  nChanged 662
		SP:Iteration 20F (3653.920000 sec): 3 clusters
  Score: Raw -23791771.562077 + Penalty 3963.406733 = -23787808.155344
  nChanged 453
		SP:Iteration 21Q (3655.020000 sec): 3 clusters
  Score: Raw -23792028.359958 + Penalty 3963.406733 = -23788064.953225
  nChanged 296
		SP:Iteration 22Q (3656.230000 sec): 3 clusters
  Score: Raw -23792192.327915 + Penalty 3963.406733 = -23788228.921182
  nChanged 189
		SP:Iteration 23Q (3657.340000 sec): 3 clusters
  Score: Raw -23792286.878545 + Penalty 3963.406733 = -23788323.471812
  nChanged 122
		SP:Iteration 24Q (3658.630000 sec): 3 clusters
  Score: Raw -23792354.054187 + Penalty 3963.406733 = -23788390.647455
  nChanged 84
		SP:Iteration 25Q (3659.830000 sec): 3 clusters
  Score: Raw -23792400.825493 + Penalty 3963.406733 = -23788437.418760
  nChanged 78
		SP:Iteration 26Q (3660.930000 sec): 3 clusters
  Score: Raw -23792439.049522 + Penalty 3963.406733 = -23788475.642789
  nChanged 66
		SP:Iteration 27Q (3661.950000 sec): 3 clusters
  Score: Raw -23792469.895736 + Penalty 3963.406733 = -23788506.489003
  nChanged 44
		SP:Iteration 28Q (3663.070000 sec): 3 clusters
  Score: Raw -23792492.228787 + Penalty 3963.406733 = -23788528.822054
  nChanged 49
		SP:Iteration 29Q (3664.190000 sec): 3 clusters
  Score: Raw -23792511.532582 + Penalty 3963.406733 = -23788548.125849
  nChanged 32
		SP:Iteration 30Q (3665.380000 sec): 3 clusters
  Score: Raw -23792524.864702 + Penalty 3963.406733 = -23788561.457969
  nChanged 20
		SP:Iteration 31Q (3666.590000 sec): 3 clusters
  Score: Raw -23792531.089760 + Penalty 3963.406733 = -23788567.683027
  nChanged 10
		SP:Iteration 32Q (3667.830000 sec): 3 clusters
  Score: Raw -23792534.991875 + Penalty 3963.406733 = -23788571.585142
  nChanged 8
		SP:Iteration 33Q (3669.090000 sec): 3 clusters
  Score: Raw -23792537.792880 + Penalty 3963.406733 = -23788574.386147
  nChanged 2
		SP:Iteration 34Q (3670.480000 sec): 3 clusters
  Score: Raw -23792538.593454 + Penalty 3963.406733 = -23788575.186721
  nChanged 4
		SP:Iteration 35Q (3671.910000 sec): 3 clusters
  Score: Raw -23792539.731604 + Penalty 3963.406733 = -23788576.324871
  nChanged 1
		SP:Iteration 36Q (3673.020000 sec): 3 clusters
  Score: Raw -23792539.930530 + Penalty 3963.406733 = -23788576.523797
  nChanged 0
		SP:Iteration 37F (3674.310000 sec): 3 clusters
  Score: Raw -23792539.930530 + Penalty 3963.406733 = -23788576.523797
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 21 (1669 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3674.490000 sec): 2 clusters
  Score: Raw -89739.596303 + Penalty 1205.746738 = -88533.849565
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3674.740000 sec): 3 clusters
  Score: Raw -89424.198717 + Penalty 2411.493475 = -87012.705241
  nChanged 667
		SP:Iteration 1F (3674.890000 sec): 3 clusters
  Score: Raw -91765.702936 + Penalty 2411.493475 = -89354.209461
  nChanged 249
		SP:Iteration 2F (3675.070000 sec): 3 clusters
  Score: Raw -93097.115444 + Penalty 2411.493475 = -90685.621969
  nChanged 130
		SP:Iteration 3F (3675.200000 sec): 3 clusters
  Score: Raw -94457.334270 + Penalty 2411.493475 = -92045.840795
  nChanged 110
		SP:Iteration 4F (3675.460000 sec): 3 clusters
  Score: Raw -95232.698623 + Penalty 2411.493475 = -92821.205148
  nChanged 70
		SP:Iteration 5Q (3675.650000 sec): 3 clusters
  Score: Raw -95539.480248 + Penalty 2411.493475 = -93127.986772
  nChanged 51
		SP:Iteration 6Q (3675.780000 sec): 3 clusters
  Score: Raw -95754.306547 + Penalty 2411.493475 = -93342.813072
  nChanged 46
		SP:Iteration 7Q (3675.920000 sec): 3 clusters
  Score: Raw -96084.679191 + Penalty 2411.493475 = -93673.185716
  nChanged 32
		SP:Iteration 8Q (3676.060000 sec): 3 clusters
  Score: Raw -96953.153310 + Penalty 2411.493475 = -94541.659834
  nChanged 25
		SP:Iteration 9Q (3676.200000 sec): 3 clusters
  Score: Raw -97112.260616 + Penalty 2411.493475 = -94700.767140
  nChanged 11
		SP:Iteration 10Q (3676.380000 sec): 3 clusters
  Score: Raw -97285.861879 + Penalty 2411.493475 = -94874.368404
  nChanged 17
		SP:Iteration 11Q (3676.570000 sec): 3 clusters
  Score: Raw -97502.991323 + Penalty 2411.493475 = -95091.497847
  nChanged 16
		SP:Iteration 12Q (3676.750000 sec): 3 clusters
  Score: Raw -97872.185386 + Penalty 2411.493475 = -95460.691911
  nChanged 12
		SP:Iteration 13Q (3676.920000 sec): 3 clusters
  Score: Raw -98028.922894 + Penalty 2411.493475 = -95617.429419
  nChanged 8
		SP:Iteration 14Q (3677.130000 sec): 3 clusters
  Score: Raw -98160.814243 + Penalty 2411.493475 = -95749.320768
  nChanged 11
		SP:Iteration 15Q (3677.220000 sec): 3 clusters
  Score: Raw -98223.826917 + Penalty 2411.493475 = -95812.333442
  nChanged 6
		SP:Iteration 16Q (3677.360000 sec): 3 clusters
  Score: Raw -98234.190410 + Penalty 2411.493475 = -95822.696935
  nChanged 6
		SP:Iteration 17Q (3677.500000 sec): 3 clusters
  Score: Raw -98247.540265 + Penalty 2411.493475 = -95836.046790
  nChanged 10
		SP:Iteration 18Q (3677.670000 sec): 3 clusters
  Score: Raw -98279.974711 + Penalty 2411.493475 = -95868.481236
  nChanged 8
		SP:Iteration 19Q (3677.800000 sec): 3 clusters
  Score: Raw -98312.459866 + Penalty 2411.493475 = -95900.966391
  nChanged 8
		SP:Iteration 20F (3677.930000 sec): 3 clusters
  Score: Raw -98338.404587 + Penalty 2411.493475 = -95926.911112
  nChanged 7
		SP:Iteration 21Q (3678.070000 sec): 3 clusters
  Score: Raw -98358.293221 + Penalty 2411.493475 = -95946.799746
  nChanged 7
		SP:Iteration 22Q (3678.200000 sec): 3 clusters
  Score: Raw -98389.136277 + Penalty 2411.493475 = -95977.642801
  nChanged 14
		SP:Iteration 23Q (3678.330000 sec): 3 clusters
  Score: Raw -98458.149903 + Penalty 2411.493475 = -96046.656428
  nChanged 13
		SP:Iteration 24Q (3678.470000 sec): 3 clusters
  Score: Raw -98489.792888 + Penalty 2411.493475 = -96078.299413
  nChanged 7
		SP:Iteration 25Q (3678.550000 sec): 3 clusters
  Score: Raw -98499.937513 + Penalty 2411.493475 = -96088.444038
  nChanged 3
		SP:Iteration 26Q (3678.690000 sec): 3 clusters
  Score: Raw -98503.076703 + Penalty 2411.493475 = -96091.583227
  nChanged 2
		SP:Iteration 27Q (3678.780000 sec): 3 clusters
  Score: Raw -98505.041214 + Penalty 2411.493475 = -96093.547739
  nChanged 0
		SP:Iteration 28F (3678.920000 sec): 3 clusters
  Score: Raw -98583.349854 + Penalty 2411.493475 = -96171.856379
  nChanged 18
		SP:Iteration 29Q (3679.050000 sec): 3 clusters
  Score: Raw -98720.649267 + Penalty 2411.493475 = -96309.155791
  nChanged 13
		SP:Iteration 30Q (3679.240000 sec): 3 clusters
  Score: Raw -98757.346182 + Penalty 2411.493475 = -96345.852707
  nChanged 8
		SP:Iteration 31Q (3679.430000 sec): 3 clusters
  Score: Raw -98776.011569 + Penalty 2411.493475 = -96364.518094
  nChanged 2
		SP:Iteration 32Q (3679.580000 sec): 3 clusters
  Score: Raw -98788.360520 + Penalty 2411.493475 = -96376.867045
  nChanged 2
		SP:Iteration 33Q (3679.720000 sec): 3 clusters
  Score: Raw -98791.185516 + Penalty 2411.493475 = -96379.692041
  nChanged 0
		SP:Iteration 34F (3679.850000 sec): 3 clusters
  Score: Raw -98810.677948 + Penalty 2411.493475 = -96399.184472
  nChanged 5
		SP:Iteration 35Q (3679.980000 sec): 3 clusters
  Score: Raw -98843.229874 + Penalty 2411.493475 = -96431.736399
  nChanged 6
		SP:Iteration 36Q (3680.140000 sec): 3 clusters
  Score: Raw -98870.085440 + Penalty 2411.493475 = -96458.591964
  nChanged 8
		SP:Iteration 37Q (3680.340000 sec): 3 clusters
  Score: Raw -98896.968425 + Penalty 2411.493475 = -96485.474950
  nChanged 3
		SP:Iteration 38Q (3680.470000 sec): 3 clusters
  Score: Raw -98906.342186 + Penalty 2411.493475 = -96494.848710
  nChanged 6
		SP:Iteration 39Q (3680.610000 sec): 3 clusters
  Score: Raw -98919.960397 + Penalty 2411.493475 = -96508.466921
  nChanged 5
		SP:Iteration 40F (3680.740000 sec): 3 clusters
  Score: Raw -98941.686889 + Penalty 2411.493475 = -96530.193414
  nChanged 11
		SP:Iteration 41Q (3680.910000 sec): 3 clusters
  Score: Raw -99013.150788 + Penalty 2411.493475 = -96601.657312
  nChanged 9
		SP:Iteration 42Q (3681.060000 sec): 3 clusters
  Score: Raw -99063.578163 + Penalty 2411.493475 = -96652.084688
  nChanged 8
		SP:Iteration 43Q (3681.200000 sec): 3 clusters
  Score: Raw -99076.822730 + Penalty 2411.493475 = -96665.329255
  nChanged 4
		SP:Iteration 44Q (3681.340000 sec): 3 clusters
  Score: Raw -99082.286672 + Penalty 2411.493475 = -96670.793197
  nChanged 2
		SP:Iteration 45Q (3681.510000 sec): 3 clusters
  Score: Raw -99083.592447 + Penalty 2411.493475 = -96672.098971
  nChanged 0
		SP:Iteration 46F (3681.650000 sec): 3 clusters
  Score: Raw -99084.435275 + Penalty 2411.493475 = -96672.941800
  nChanged 1
		SP:Iteration 47Q (3681.820000 sec): 3 clusters
  Score: Raw -99086.291228 + Penalty 2411.493475 = -96674.797753
  nChanged 0
		SP:Iteration 48F (3681.960000 sec): 3 clusters
  Score: Raw -99086.291228 + Penalty 2411.493475 = -96674.797753
  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 6.36 GB.

 Trying to split cluster 22 (15546 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3682.140000 sec): 2 clusters
  Score: Raw -1820594.322336 + Penalty 1568.378281 = -1819025.944055
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3682.400000 sec): 3 clusters
  Score: Raw -1811344.672707 + Penalty 3136.756561 = -1808207.916146
  nChanged 6963
		SP:Iteration 1F (3682.700000 sec): 3 clusters
  Score: Raw -1815320.899995 + Penalty 3136.756561 = -1812184.143434
  nChanged 950
		SP:Iteration 2F (3682.960000 sec): 3 clusters
  Score: Raw -1815854.780135 + Penalty 3136.756561 = -1812718.023574
  nChanged 914
		SP:Iteration 3F (3683.200000 sec): 3 clusters
  Score: Raw -1816383.776165 + Penalty 3136.756561 = -1813247.019604
  nChanged 884
		SP:Iteration 4F (3683.490000 sec): 3 clusters
  Score: Raw -1816877.965887 + Penalty 3136.756561 = -1813741.209326
  nChanged 786
		SP:Iteration 5F (3683.820000 sec): 3 clusters
  Score: Raw -1817342.094793 + Penalty 3136.756561 = -1814205.338232
  nChanged 809
		SP:Iteration 6F (3684.080000 sec): 3 clusters
  Score: Raw -1817876.477752 + Penalty 3136.756561 = -1814739.721191
  nChanged 769
		SP:Iteration 7Q (3684.360000 sec): 3 clusters
  Score: Raw -1818415.197751 + Penalty 3136.756561 = -1815278.441189
  nChanged 673
		SP:Iteration 8Q (3684.630000 sec): 3 clusters
  Score: Raw -1818920.695109 + Penalty 3136.756561 = -1815783.938548
  nChanged 609
		SP:Iteration 9Q (3684.930000 sec): 3 clusters
  Score: Raw -1819431.517591 + Penalty 3136.756561 = -1816294.761030
  nChanged 489
		SP:Iteration 10Q (3685.180000 sec): 3 clusters
  Score: Raw -1819808.304420 + Penalty 3136.756561 = -1816671.547859
  nChanged 406
		SP:Iteration 11Q (3685.440000 sec): 3 clusters
  Score: Raw -1820081.161581 + Penalty 3136.756561 = -1816944.405020
  nChanged 308
		SP:Iteration 12Q (3685.750000 sec): 3 clusters
  Score: Raw -1820265.539866 + Penalty 3136.756561 = -1817128.783304
  nChanged 227
		SP:Iteration 13Q (3685.990000 sec): 3 clusters
  Score: Raw -1820399.164985 + Penalty 3136.756561 = -1817262.408424
  nChanged 189
		SP:Iteration 14Q (3686.220000 sec): 3 clusters
  Score: Raw -1820499.973852 + Penalty 3136.756561 = -1817363.217290
  nChanged 141
		SP:Iteration 15Q (3686.520000 sec): 3 clusters
  Score: Raw -1820576.134947 + Penalty 3136.756561 = -1817439.378386
  nChanged 113
		SP:Iteration 16Q (3686.750000 sec): 3 clusters
  Score: Raw -1820638.417550 + Penalty 3136.756561 = -1817501.660989
  nChanged 109
		SP:Iteration 17Q (3687.000000 sec): 3 clusters
  Score: Raw -1820705.693753 + Penalty 3136.756561 = -1817568.937192
  nChanged 96
		SP:Iteration 18Q (3687.280000 sec): 3 clusters
  Score: Raw -1820762.000427 + Penalty 3136.756561 = -1817625.243866
  nChanged 72
		SP:Iteration 19Q (3687.530000 sec): 3 clusters
  Score: Raw -1820800.529163 + Penalty 3136.756561 = -1817663.772602
  nChanged 62
		SP:Iteration 20F (3687.790000 sec): 3 clusters
  Score: Raw -1820830.758063 + Penalty 3136.756561 = -1817694.001502
  nChanged 69
		SP:Iteration 21Q (3688.030000 sec): 3 clusters
  Score: Raw -1820858.773442 + Penalty 3136.756561 = -1817722.016881
  nChanged 59
		SP:Iteration 22Q (3688.290000 sec): 3 clusters
  Score: Raw -1820891.410112 + Penalty 3136.756561 = -1817754.653551
  nChanged 71
		SP:Iteration 23Q (3688.510000 sec): 3 clusters
  Score: Raw -1820925.194471 + Penalty 3136.756561 = -1817788.437910
  nChanged 55
		SP:Iteration 24Q (3688.750000 sec): 3 clusters
  Score: Raw -1820946.288130 + Penalty 3136.756561 = -1817809.531569
  nChanged 38
		SP:Iteration 25Q (3688.970000 sec): 3 clusters
  Score: Raw -1820958.293690 + Penalty 3136.756561 = -1817821.537129
  nChanged 27
		SP:Iteration 26Q (3689.210000 sec): 3 clusters
  Score: Raw -1820964.862082 + Penalty 3136.756561 = -1817828.105521
  nChanged 15
		SP:Iteration 27Q (3689.430000 sec): 3 clusters
  Score: Raw -1820969.304621 + Penalty 3136.756561 = -1817832.548060
  nChanged 20
		SP:Iteration 28Q (3689.690000 sec): 3 clusters
  Score: Raw -1820974.265264 + Penalty 3136.756561 = -1817837.508702
  nChanged 13
		SP:Iteration 29Q (3689.900000 sec): 3 clusters
  Score: Raw -1820977.071448 + Penalty 3136.756561 = -1817840.314887
  nChanged 6
		SP:Iteration 30Q (3690.160000 sec): 3 clusters
  Score: Raw -1820978.777949 + Penalty 3136.756561 = -1817842.021388
  nChanged 5
		SP:Iteration 31Q (3690.400000 sec): 3 clusters
  Score: Raw -1820980.101531 + Penalty 3136.756561 = -1817843.344969
  nChanged 6
		SP:Iteration 32Q (3690.670000 sec): 3 clusters
  Score: Raw -1820981.049608 + Penalty 3136.756561 = -1817844.293047
  nChanged 6
		SP:Iteration 33Q (3690.920000 sec): 3 clusters
  Score: Raw -1820982.859368 + Penalty 3136.756561 = -1817846.102807
  nChanged 3
		SP:Iteration 34Q (3691.200000 sec): 3 clusters
  Score: Raw -1820983.555274 + Penalty 3136.756561 = -1817846.798712
  nChanged 1
		SP:Iteration 35Q (3691.490000 sec): 3 clusters
  Score: Raw -1820983.853971 + Penalty 3136.756561 = -1817847.097409
  nChanged 0
		SP:Iteration 36F (3691.770000 sec): 3 clusters
  Score: Raw -1820983.853971 + Penalty 3136.756561 = -1817847.097409
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 23 (9288 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3691.930000 sec): 2 clusters
  Score: Raw -1119404.617973 + Penalty 1484.677760 = -1117919.940213
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3692.150000 sec): 3 clusters
  Score: Raw -1114230.397884 + Penalty 2969.355520 = -1111261.042363
  nChanged 3963
		SP:Iteration 1F (3692.420000 sec): 3 clusters
  Score: Raw -1116552.674846 + Penalty 2969.355520 = -1113583.319326
  nChanged 748
		SP:Iteration 2F (3692.650000 sec): 3 clusters
  Score: Raw -1117062.806097 + Penalty 2969.355520 = -1114093.450577
  nChanged 679
		SP:Iteration 3F (3692.870000 sec): 3 clusters
  Score: Raw -1117525.661169 + Penalty 2969.355520 = -1114556.305649
  nChanged 628
		SP:Iteration 4F (3693.140000 sec): 3 clusters
  Score: Raw -1117957.936812 + Penalty 2969.355520 = -1114988.581291
  nChanged 529
		SP:Iteration 5F (3693.340000 sec): 3 clusters
  Score: Raw -1118268.841537 + Penalty 2969.355520 = -1115299.486017
  nChanged 423
		SP:Iteration 6Q (3693.590000 sec): 3 clusters
  Score: Raw -1118493.597534 + Penalty 2969.355520 = -1115524.242014
  nChanged 336
		SP:Iteration 7Q (3693.810000 sec): 3 clusters
  Score: Raw -1118660.694841 + Penalty 2969.355520 = -1115691.339321
  nChanged 286
		SP:Iteration 8Q (3694.050000 sec): 3 clusters
  Score: Raw -1118802.605215 + Penalty 2969.355520 = -1115833.249695
  nChanged 220
		SP:Iteration 9Q (3694.260000 sec): 3 clusters
  Score: Raw -1118908.373400 + Penalty 2969.355520 = -1115939.017879
  nChanged 195
		SP:Iteration 10Q (3694.450000 sec): 3 clusters
  Score: Raw -1119008.257771 + Penalty 2969.355520 = -1116038.902251
  nChanged 174
		SP:Iteration 11Q (3694.630000 sec): 3 clusters
  Score: Raw -1119091.018103 + Penalty 2969.355520 = -1116121.662582
  nChanged 148
		SP:Iteration 12Q (3694.800000 sec): 3 clusters
  Score: Raw -1119156.617696 + Penalty 2969.355520 = -1116187.262176
  nChanged 120
		SP:Iteration 13Q (3695.030000 sec): 3 clusters
  Score: Raw -1119208.864778 + Penalty 2969.355520 = -1116239.509258
  nChanged 109
		SP:Iteration 14Q (3695.260000 sec): 3 clusters
  Score: Raw -1119262.521183 + Penalty 2969.355520 = -1116293.165663
  nChanged 110
		SP:Iteration 15Q (3695.450000 sec): 3 clusters
  Score: Raw -1119323.473892 + Penalty 2969.355520 = -1116354.118371
  nChanged 99
		SP:Iteration 16Q (3695.640000 sec): 3 clusters
  Score: Raw -1119372.534251 + Penalty 2969.355520 = -1116403.178731
  nChanged 99
		SP:Iteration 17Q (3695.880000 sec): 3 clusters
  Score: Raw -1119426.982091 + Penalty 2969.355520 = -1116457.626571
  nChanged 100
		SP:Iteration 18Q (3696.100000 sec): 3 clusters
  Score: Raw -1119473.755186 + Penalty 2969.355520 = -1116504.399666
  nChanged 91
		SP:Iteration 19Q (3696.210000 sec): 3 clusters
  Score: Raw -1119514.994015 + Penalty 2969.355520 = -1116545.638495
  nChanged 71
		SP:Iteration 20F (3696.410000 sec): 3 clusters
  Score: Raw -1119544.853129 + Penalty 2969.355520 = -1116575.497609
  nChanged 62
		SP:Iteration 21Q (3696.570000 sec): 3 clusters
  Score: Raw -1119568.044371 + Penalty 2969.355520 = -1116598.688851
  nChanged 57
		SP:Iteration 22Q (3696.830000 sec): 3 clusters
  Score: Raw -1119593.107750 + Penalty 2969.355520 = -1116623.752230
  nChanged 58
		SP:Iteration 23Q (3697.080000 sec): 3 clusters
  Score: Raw -1119619.068981 + Penalty 2969.355520 = -1116649.713461
  nChanged 59
		SP:Iteration 24Q (3697.220000 sec): 3 clusters
  Score: Raw -1119648.523445 + Penalty 2969.355520 = -1116679.167925
  nChanged 59
		SP:Iteration 25Q (3697.470000 sec): 3 clusters
  Score: Raw -1119667.522433 + Penalty 2969.355520 = -1116698.166913
  nChanged 40
		SP:Iteration 26Q (3697.750000 sec): 3 clusters
  Score: Raw -1119680.491376 + Penalty 2969.355520 = -1116711.135856
  nChanged 41
		SP:Iteration 27Q (3697.910000 sec): 3 clusters
  Score: Raw -1119696.229145 + Penalty 2969.355520 = -1116726.873625
  nChanged 40
		SP:Iteration 28Q (3698.080000 sec): 3 clusters
  Score: Raw -1119711.612379 + Penalty 2969.355520 = -1116742.256859
  nChanged 36
		SP:Iteration 29Q (3698.250000 sec): 3 clusters
  Score: Raw -1119724.805039 + Penalty 2969.355520 = -1116755.449519
  nChanged 34
		SP:Iteration 30Q (3698.430000 sec): 3 clusters
  Score: Raw -1119738.145103 + Penalty 2969.355520 = -1116768.789583
  nChanged 33
		SP:Iteration 31Q (3698.610000 sec): 3 clusters
  Score: Raw -1119748.258025 + Penalty 2969.355520 = -1116778.902505
  nChanged 23
		SP:Iteration 32Q (3698.780000 sec): 3 clusters
  Score: Raw -1119756.880662 + Penalty 2969.355520 = -1116787.525142
  nChanged 21
		SP:Iteration 33Q (3698.960000 sec): 3 clusters
  Score: Raw -1119761.935103 + Penalty 2969.355520 = -1116792.579583
  nChanged 18
		SP:Iteration 34Q (3699.150000 sec): 3 clusters
  Score: Raw -1119765.667272 + Penalty 2969.355520 = -1116796.311752
  nChanged 16
		SP:Iteration 35Q (3699.320000 sec): 3 clusters
  Score: Raw -1119772.242615 + Penalty 2969.355520 = -1116802.887095
  nChanged 19
		SP:Iteration 36Q (3699.490000 sec): 3 clusters
  Score: Raw -1119779.594199 + Penalty 2969.355520 = -1116810.238679
  nChanged 15
		SP:Iteration 37Q (3699.670000 sec): 3 clusters
  Score: Raw -1119783.630394 + Penalty 2969.355520 = -1116814.274874
  nChanged 9
		SP:Iteration 38Q (3699.840000 sec): 3 clusters
  Score: Raw -1119786.391624 + Penalty 2969.355520 = -1116817.036104
  nChanged 14
		SP:Iteration 39Q (3700.090000 sec): 3 clusters
  Score: Raw -1119791.039513 + Penalty 2969.355520 = -1116821.683993
  nChanged 13
		SP:Iteration 40F (3700.350000 sec): 3 clusters
  Score: Raw -1119794.276267 + Penalty 2969.355520 = -1116824.920747
  nChanged 8
		SP:Iteration 41Q (3700.510000 sec): 3 clusters
  Score: Raw -1119795.853865 + Penalty 2969.355520 = -1116826.498345
  nChanged 4
		SP:Iteration 42Q (3700.670000 sec): 3 clusters
  Score: Raw -1119796.981234 + Penalty 2969.355520 = -1116827.625714
  nChanged 6
		SP:Iteration 43Q (3700.880000 sec): 3 clusters
  Score: Raw -1119799.042021 + Penalty 2969.355520 = -1116829.686500
  nChanged 4
		SP:Iteration 44Q (3701.060000 sec): 3 clusters
  Score: Raw -1119799.677913 + Penalty 2969.355520 = -1116830.322393
  nChanged 4
		SP:Iteration 45Q (3701.270000 sec): 3 clusters
  Score: Raw -1119801.020057 + Penalty 2969.355520 = -1116831.664537
  nChanged 6
		SP:Iteration 46Q (3701.470000 sec): 3 clusters
  Score: Raw -1119803.355879 + Penalty 2969.355520 = -1116834.000359
  nChanged 4
		SP:Iteration 47Q (3701.660000 sec): 3 clusters
  Score: Raw -1119803.940360 + Penalty 2969.355520 = -1116834.584840
  nChanged 4
		SP:Iteration 48Q (3701.850000 sec): 3 clusters
  Score: Raw -1119804.562457 + Penalty 2969.355520 = -1116835.206937
  nChanged 1
		SP:Iteration 49Q (3702.080000 sec): 3 clusters
  Score: Raw -1119804.991357 + Penalty 2969.355520 = -1116835.635836
  nChanged 3
		SP:Iteration 50Q (3702.310000 sec): 3 clusters
  Score: Raw -1119805.456094 + Penalty 2969.355520 = -1116836.100574
  nChanged 1
		SP:Iteration 51Q (3702.470000 sec): 3 clusters
  Score: Raw -1119805.602338 + Penalty 2969.355520 = -1116836.246818
  nChanged 2
		SP:Iteration 52Q (3702.690000 sec): 3 clusters
  Score: Raw -1119806.141478 + Penalty 2969.355520 = -1116836.785957
  nChanged 3
		SP:Iteration 53Q (3702.910000 sec): 3 clusters
  Score: Raw -1119806.653466 + Penalty 2969.355520 = -1116837.297945
  nChanged 1
		SP:Iteration 54Q (3703.090000 sec): 3 clusters
  Score: Raw -1119806.752040 + Penalty 2969.355520 = -1116837.396520
  nChanged 1
		SP:Iteration 55Q (3703.230000 sec): 3 clusters
  Score: Raw -1119806.887972 + Penalty 2969.355520 = -1116837.532452
  nChanged 0
		SP:Iteration 56F (3703.490000 sec): 3 clusters
  Score: Raw -1119806.887972 + Penalty 2969.355520 = -1116837.532452
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 24 (7917 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3703.580000 sec): 2 clusters
  Score: Raw -958151.200236 + Penalty 1458.724739 = -956692.475497
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3703.800000 sec): 3 clusters
  Score: Raw -953729.240190 + Penalty 2917.449478 = -950811.790712
  nChanged 3396
		SP:Iteration 1F (3704.000000 sec): 3 clusters
  Score: Raw -955553.768964 + Penalty 2917.449478 = -952636.319486
  nChanged 553
		SP:Iteration 2F (3704.210000 sec): 3 clusters
  Score: Raw -955830.035837 + Penalty 2917.449478 = -952912.586358
  nChanged 454
		SP:Iteration 3F (3704.430000 sec): 3 clusters
  Score: Raw -956079.611121 + Penalty 2917.449478 = -953162.161643
  nChanged 407
		SP:Iteration 4F (3704.620000 sec): 3 clusters
  Score: Raw -956339.863331 + Penalty 2917.449478 = -953422.413853
  nChanged 413
		SP:Iteration 5F (3704.770000 sec): 3 clusters
  Score: Raw -956660.725928 + Penalty 2917.449478 = -953743.276450
  nChanged 451
		SP:Iteration 6F (3704.940000 sec): 3 clusters
  Score: Raw -957057.919904 + Penalty 2917.449478 = -954140.470425
  nChanged 418
		SP:Iteration 7F (3705.130000 sec): 3 clusters
  Score: Raw -957397.453314 + Penalty 2917.449478 = -954480.003836
  nChanged 405
		SP:Iteration 8F (3705.290000 sec): 3 clusters
  Score: Raw -957717.308506 + Penalty 2917.449478 = -954799.859027
  nChanged 373
		SP:Iteration 9Q (3705.470000 sec): 3 clusters
  Score: Raw -958072.625943 + Penalty 2917.449478 = -955155.176465
  nChanged 333
		SP:Iteration 10Q (3705.650000 sec): 3 clusters
  Score: Raw -958384.202081 + Penalty 2917.449478 = -955466.752602
  nChanged 283
		SP:Iteration 11Q (3705.830000 sec): 3 clusters
  Score: Raw -958604.561370 + Penalty 2917.449478 = -955687.111892
  nChanged 208
		SP:Iteration 12Q (3706.020000 sec): 3 clusters
  Score: Raw -958746.508267 + Penalty 2917.449478 = -955829.058789
  nChanged 175
		SP:Iteration 13Q (3706.200000 sec): 3 clusters
  Score: Raw -958856.750061 + Penalty 2917.449478 = -955939.300583
  nChanged 139
		SP:Iteration 14Q (3706.380000 sec): 3 clusters
  Score: Raw -958935.478931 + Penalty 2917.449478 = -956018.029453
  nChanged 112
		SP:Iteration 15Q (3706.560000 sec): 3 clusters
  Score: Raw -958995.006419 + Penalty 2917.449478 = -956077.556941
  nChanged 100
		SP:Iteration 16Q (3706.740000 sec): 3 clusters
  Score: Raw -959048.564880 + Penalty 2917.449478 = -956131.115402
  nChanged 92
		SP:Iteration 17Q (3706.930000 sec): 3 clusters
  Score: Raw -959096.588228 + Penalty 2917.449478 = -956179.138750
  nChanged 80
		SP:Iteration 18Q (3707.110000 sec): 3 clusters
  Score: Raw -959142.184977 + Penalty 2917.449478 = -956224.735498
  nChanged 80
		SP:Iteration 19Q (3707.290000 sec): 3 clusters
  Score: Raw -959207.966311 + Penalty 2917.449478 = -956290.516833
  nChanged 93
		SP:Iteration 20F (3707.470000 sec): 3 clusters
  Score: Raw -959292.498641 + Penalty 2917.449478 = -956375.049163
  nChanged 83
		SP:Iteration 21Q (3707.650000 sec): 3 clusters
  Score: Raw -959368.488182 + Penalty 2917.449478 = -956451.038704
  nChanged 76
		SP:Iteration 22Q (3707.830000 sec): 3 clusters
  Score: Raw -959458.449684 + Penalty 2917.449478 = -956541.000206
  nChanged 76
		SP:Iteration 23Q (3708.010000 sec): 3 clusters
  Score: Raw -959577.439337 + Penalty 2917.449478 = -956659.989859
  nChanged 54
		SP:Iteration 24Q (3708.200000 sec): 3 clusters
  Score: Raw -959624.418798 + Penalty 2917.449478 = -956706.969320
  nChanged 33
		SP:Iteration 25Q (3708.380000 sec): 3 clusters
  Score: Raw -959641.347849 + Penalty 2917.449478 = -956723.898371
  nChanged 20
		SP:Iteration 26Q (3708.560000 sec): 3 clusters
  Score: Raw -959651.704185 + Penalty 2917.449478 = -956734.254707
  nChanged 15
		SP:Iteration 27Q (3708.740000 sec): 3 clusters
  Score: Raw -959661.158725 + Penalty 2917.449478 = -956743.709247
  nChanged 15
		SP:Iteration 28Q (3708.970000 sec): 3 clusters
  Score: Raw -959673.523806 + Penalty 2917.449478 = -956756.074328
  nChanged 19
		SP:Iteration 29Q (3709.150000 sec): 3 clusters
  Score: Raw -959686.968444 + Penalty 2917.449478 = -956769.518966
  nChanged 13
		SP:Iteration 30Q (3709.330000 sec): 3 clusters
  Score: Raw -959691.901662 + Penalty 2917.449478 = -956774.452184
  nChanged 5
		SP:Iteration 31Q (3709.510000 sec): 3 clusters
  Score: Raw -959693.402292 + Penalty 2917.449478 = -956775.952814
  nChanged 3
		SP:Iteration 32Q (3709.690000 sec): 3 clusters
  Score: Raw -959694.473189 + Penalty 2917.449478 = -956777.023711
  nChanged 1
		SP:Iteration 33Q (3709.870000 sec): 3 clusters
  Score: Raw -959694.710251 + Penalty 2917.449478 = -956777.260772
  nChanged 0
		SP:Iteration 34F (3710.050000 sec): 3 clusters
  Score: Raw -959694.710251 + Penalty 2917.449478 = -956777.260772
  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 6.36 GB.

 Trying to split cluster 26 (2089 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3710.150000 sec): 2 clusters
  Score: Raw -233531.452711 + Penalty 1242.221624 = -232289.231087
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3710.310000 sec): 3 clusters
  Score: Raw -232736.437183 + Penalty 2484.443248 = -230251.993935
  nChanged 768
		SP:Iteration 1F (3710.550000 sec): 3 clusters
  Score: Raw -233733.494724 + Penalty 2484.443248 = -231249.051477
  nChanged 259
		SP:Iteration 2F (3710.700000 sec): 3 clusters
  Score: Raw -234606.169125 + Penalty 2484.443248 = -232121.725878
  nChanged 311
		SP:Iteration 3F (3710.890000 sec): 3 clusters
  Score: Raw -235535.036445 + Penalty 2484.443248 = -233050.593198
  nChanged 175
		SP:Iteration 4F (3711.020000 sec): 3 clusters
  Score: Raw -236170.892786 + Penalty 2484.443248 = -233686.449539
  nChanged 59
		SP:Iteration 5Q (3711.160000 sec): 3 clusters
  Score: Raw -236416.753878 + Penalty 2484.443248 = -233932.310631
  nChanged 47
		SP:Iteration 6Q (3711.290000 sec): 3 clusters
  Score: Raw -236619.835655 + Penalty 2484.443248 = -234135.392408
  nChanged 41
		SP:Iteration 7Q (3711.490000 sec): 3 clusters
  Score: Raw -236932.525678 + Penalty 2484.443248 = -234448.082430
  nChanged 45
		SP:Iteration 8Q (3711.650000 sec): 3 clusters
  Score: Raw -237187.805902 + Penalty 2484.443248 = -234703.362654
  nChanged 24
		SP:Iteration 9Q (3711.810000 sec): 3 clusters
  Score: Raw -237270.202271 + Penalty 2484.443248 = -234785.759024
  nChanged 22
		SP:Iteration 10Q (3711.970000 sec): 3 clusters
  Score: Raw -237283.319474 + Penalty 2484.443248 = -234798.876226
  nChanged 5
		SP:Iteration 11Q (3712.130000 sec): 3 clusters
  Score: Raw -237285.221618 + Penalty 2484.443248 = -234800.778371
  nChanged 3
		SP:Iteration 12Q (3712.290000 sec): 3 clusters
  Score: Raw -237287.172888 + Penalty 2484.443248 = -234802.729641
  nChanged 3
		SP:Iteration 13Q (3712.450000 sec): 3 clusters
  Score: Raw -237288.857928 + Penalty 2484.443248 = -234804.414681
  nChanged 2
		SP:Iteration 14Q (3712.610000 sec): 3 clusters
  Score: Raw -237290.100489 + Penalty 2484.443248 = -234805.657241
  nChanged 3
		SP:Iteration 15Q (3712.760000 sec): 3 clusters
  Score: Raw -237291.332341 + Penalty 2484.443248 = -234806.889094
  nChanged 5
		SP:Iteration 16Q (3712.920000 sec): 3 clusters
  Score: Raw -237293.804760 + Penalty 2484.443248 = -234809.361513
  nChanged 2
		SP:Iteration 17Q (3713.080000 sec): 3 clusters
  Score: Raw -237294.443486 + Penalty 2484.443248 = -234810.000238
  nChanged 0
		SP:Iteration 18F (3713.240000 sec): 3 clusters
  Score: Raw -237294.443486 + Penalty 2484.443248 = -234810.000238
  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 6.36 GB.

 Trying to split cluster 27 (16903 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3713.430000 sec): 2 clusters
  Score: Raw -2044098.673479 + Penalty 1581.977540 = -2042516.695939
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3713.720000 sec): 3 clusters
  Score: Raw -2033975.115472 + Penalty 3163.955080 = -2030811.160392
  nChanged 7605
		SP:Iteration 1F (3714.020000 sec): 3 clusters
  Score: Raw -2038369.277861 + Penalty 3163.955080 = -2035205.322781
  nChanged 1070
		SP:Iteration 2F (3714.260000 sec): 3 clusters
  Score: Raw -2038942.265546 + Penalty 3163.955080 = -2035778.310466
  nChanged 1059
		SP:Iteration 3F (3714.540000 sec): 3 clusters
  Score: Raw -2039583.403786 + Penalty 3163.955080 = -2036419.448706
  nChanged 1091
		SP:Iteration 4F (3714.780000 sec): 3 clusters
  Score: Raw -2040322.301537 + Penalty 3163.955080 = -2037158.346457
  nChanged 1146
		SP:Iteration 5F (3715.060000 sec): 3 clusters
  Score: Raw -2041112.319395 + Penalty 3163.955080 = -2037948.364315
  nChanged 1081
		SP:Iteration 6F (3715.340000 sec): 3 clusters
  Score: Raw -2041900.837215 + Penalty 3163.955080 = -2038736.882135
  nChanged 1014
		SP:Iteration 7F (3715.660000 sec): 3 clusters
  Score: Raw -2042631.289886 + Penalty 3163.955080 = -2039467.334806
  nChanged 871
		SP:Iteration 8F (3715.900000 sec): 3 clusters
  Score: Raw -2043278.499365 + Penalty 3163.955080 = -2040114.544285
  nChanged 798
		SP:Iteration 9Q (3716.180000 sec): 3 clusters
  Score: Raw -2043880.031368 + Penalty 3163.955080 = -2040716.076288
  nChanged 680
		SP:Iteration 10Q (3716.470000 sec): 3 clusters
  Score: Raw -2044398.029446 + Penalty 3163.955080 = -2041234.074366
  nChanged 610
		SP:Iteration 11Q (3716.750000 sec): 3 clusters
  Score: Raw -2044746.627155 + Penalty 3163.955080 = -2041582.672075
  nChanged 435
		SP:Iteration 12Q (3717.020000 sec): 3 clusters
  Score: Raw -2044908.314532 + Penalty 3163.955080 = -2041744.359452
  nChanged 265
		SP:Iteration 13Q (3717.280000 sec): 3 clusters
  Score: Raw -2044972.091963 + Penalty 3163.955080 = -2041808.136883
  nChanged 152
		SP:Iteration 14Q (3717.540000 sec): 3 clusters
  Score: Raw -2044996.270776 + Penalty 3163.955080 = -2041832.315696
  nChanged 105
		SP:Iteration 15Q (3717.780000 sec): 3 clusters
  Score: Raw -2045014.335222 + Penalty 3163.955080 = -2041850.380142
  nChanged 83
		SP:Iteration 16Q (3718.080000 sec): 3 clusters
  Score: Raw -2045024.833712 + Penalty 3163.955080 = -2041860.878632
  nChanged 50
		SP:Iteration 17Q (3718.370000 sec): 3 clusters
  Score: Raw -2045030.894414 + Penalty 3163.955080 = -2041866.939334
  nChanged 39
		SP:Iteration 18Q (3718.620000 sec): 3 clusters
  Score: Raw -2045035.546101 + Penalty 3163.955080 = -2041871.591021
  nChanged 37
		SP:Iteration 19Q (3718.920000 sec): 3 clusters
  Score: Raw -2045039.297852 + Penalty 3163.955080 = -2041875.342772
  nChanged 32
		SP:Iteration 20F (3719.200000 sec): 3 clusters
  Score: Raw -2045042.098318 + Penalty 3163.955080 = -2041878.143238
  nChanged 32
		SP:Iteration 21Q (3719.500000 sec): 3 clusters
  Score: Raw -2045045.441298 + Penalty 3163.955080 = -2041881.486218
  nChanged 33
		SP:Iteration 22Q (3719.830000 sec): 3 clusters
  Score: Raw -2045048.721949 + Penalty 3163.955080 = -2041884.766869
  nChanged 34
		SP:Iteration 23Q (3720.080000 sec): 3 clusters
  Score: Raw -2045051.885307 + Penalty 3163.955080 = -2041887.930227
  nChanged 27
		SP:Iteration 24Q (3720.350000 sec): 3 clusters
  Score: Raw -2045054.785024 + Penalty 3163.955080 = -2041890.829944
  nChanged 31
		SP:Iteration 25Q (3720.630000 sec): 3 clusters
  Score: Raw -2045057.896396 + Penalty 3163.955080 = -2041893.941316
  nChanged 35
		SP:Iteration 26Q (3720.900000 sec): 3 clusters
  Score: Raw -2045061.810950 + Penalty 3163.955080 = -2041897.855870
  nChanged 28
		SP:Iteration 27Q (3721.120000 sec): 3 clusters
  Score: Raw -2045065.642045 + Penalty 3163.955080 = -2041901.686965
  nChanged 33
		SP:Iteration 28Q (3721.380000 sec): 3 clusters
  Score: Raw -2045068.617767 + Penalty 3163.955080 = -2041904.662687
  nChanged 25
		SP:Iteration 29Q (3721.600000 sec): 3 clusters
  Score: Raw -2045070.613168 + Penalty 3163.955080 = -2041906.658088
  nChanged 20
		SP:Iteration 30Q (3721.880000 sec): 3 clusters
  Score: Raw -2045072.365465 + Penalty 3163.955080 = -2041908.410385
  nChanged 22
		SP:Iteration 31Q (3722.110000 sec): 3 clusters
  Score: Raw -2045074.181349 + Penalty 3163.955080 = -2041910.226269
  nChanged 20
		SP:Iteration 32Q (3722.390000 sec): 3 clusters
  Score: Raw -2045075.647366 + Penalty 3163.955080 = -2041911.692286
  nChanged 6
		SP:Iteration 33Q (3722.670000 sec): 3 clusters
  Score: Raw -2045076.000721 + Penalty 3163.955080 = -2041912.045641
  nChanged 2
		SP:Iteration 34Q (3722.950000 sec): 3 clusters
  Score: Raw -2045076.103783 + Penalty 3163.955080 = -2041912.148703
  nChanged 3
		SP:Iteration 35Q (3723.230000 sec): 3 clusters
  Score: Raw -2045076.278579 + Penalty 3163.955080 = -2041912.323499
  nChanged 5
		SP:Iteration 36Q (3723.500000 sec): 3 clusters
  Score: Raw -2045076.526767 + Penalty 3163.955080 = -2041912.571687
  nChanged 2
		SP:Iteration 37Q (3723.780000 sec): 3 clusters
  Score: Raw -2045076.614768 + Penalty 3163.955080 = -2041912.659688
  nChanged 1
		SP:Iteration 38Q (3724.050000 sec): 3 clusters
  Score: Raw -2045076.655007 + Penalty 3163.955080 = -2041912.699927
  nChanged 1
		SP:Iteration 39Q (3724.330000 sec): 3 clusters
  Score: Raw -2045076.677450 + Penalty 3163.955080 = -2041912.722370
  nChanged 1
		SP:Iteration 40F (3724.610000 sec): 3 clusters
  Score: Raw -2045076.711139 + Penalty 3163.955080 = -2041912.756059
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 28 (6444 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3724.750000 sec): 2 clusters
  Score: Raw -728900.997272 + Penalty 1425.272021 = -727475.725252
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3724.910000 sec): 3 clusters
  Score: Raw -725444.771098 + Penalty 2850.544042 = -722594.227056
  nChanged 2658
		SP:Iteration 1F (3725.100000 sec): 3 clusters
  Score: Raw -727074.007406 + Penalty 2850.544042 = -724223.463364
  nChanged 538
		SP:Iteration 2F (3725.290000 sec): 3 clusters
  Score: Raw -727494.319181 + Penalty 2850.544042 = -724643.775139
  nChanged 513
		SP:Iteration 3F (3725.430000 sec): 3 clusters
  Score: Raw -727895.788712 + Penalty 2850.544042 = -725045.244670
  nChanged 480
		SP:Iteration 4F (3725.610000 sec): 3 clusters
  Score: Raw -728320.500283 + Penalty 2850.544042 = -725469.956241
  nChanged 427
		SP:Iteration 5F (3725.790000 sec): 3 clusters
  Score: Raw -728683.800820 + Penalty 2850.544042 = -725833.256778
  nChanged 359
		SP:Iteration 6F (3725.970000 sec): 3 clusters
  Score: Raw -728942.404477 + Penalty 2850.544042 = -726091.860435
  nChanged 251
		SP:Iteration 7Q (3726.160000 sec): 3 clusters
  Score: Raw -729091.109835 + Penalty 2850.544042 = -726240.565794
  nChanged 184
		SP:Iteration 8Q (3726.350000 sec): 3 clusters
  Score: Raw -729189.379342 + Penalty 2850.544042 = -726338.835300
  nChanged 148
		SP:Iteration 9Q (3726.540000 sec): 3 clusters
  Score: Raw -729273.490422 + Penalty 2850.544042 = -726422.946380
  nChanged 100
		SP:Iteration 10Q (3726.770000 sec): 3 clusters
  Score: Raw -729336.459127 + Penalty 2850.544042 = -726485.915085
  nChanged 93
		SP:Iteration 11Q (3726.920000 sec): 3 clusters
  Score: Raw -729398.197013 + Penalty 2850.544042 = -726547.652971
  nChanged 88
		SP:Iteration 12Q (3727.070000 sec): 3 clusters
  Score: Raw -729453.669962 + Penalty 2850.544042 = -726603.125920
  nChanged 88
		SP:Iteration 13Q (3727.230000 sec): 3 clusters
  Score: Raw -729501.361394 + Penalty 2850.544042 = -726650.817352
  nChanged 83
		SP:Iteration 14Q (3727.370000 sec): 3 clusters
  Score: Raw -729546.722795 + Penalty 2850.544042 = -726696.178754
  nChanged 80
		SP:Iteration 15Q (3727.530000 sec): 3 clusters
  Score: Raw -729594.305512 + Penalty 2850.544042 = -726743.761470
  nChanged 93
		SP:Iteration 16Q (3727.680000 sec): 3 clusters
  Score: Raw -729693.614447 + Penalty 2850.544042 = -726843.070405
  nChanged 129
		SP:Iteration 17Q (3727.830000 sec): 3 clusters
  Score: Raw -729841.492868 + Penalty 2850.544042 = -726990.948827
  nChanged 148
		SP:Iteration 18Q (3727.980000 sec): 3 clusters
  Score: Raw -729969.071438 + Penalty 2850.544042 = -727118.527396
  nChanged 133
		SP:Iteration 19Q (3728.170000 sec): 3 clusters
  Score: Raw -730059.190241 + Penalty 2850.544042 = -727208.646199
  nChanged 102
		SP:Iteration 20F (3728.320000 sec): 3 clusters
  Score: Raw -730117.209450 + Penalty 2850.544042 = -727266.665408
  nChanged 75
		SP:Iteration 21Q (3728.530000 sec): 3 clusters
  Score: Raw -730164.292140 + Penalty 2850.544042 = -727313.748098
  nChanged 76
		SP:Iteration 22Q (3728.730000 sec): 3 clusters
  Score: Raw -730207.326372 + Penalty 2850.544042 = -727356.782330
  nChanged 58
		SP:Iteration 23Q (3728.950000 sec): 3 clusters
  Score: Raw -730240.668181 + Penalty 2850.544042 = -727390.124139
  nChanged 45
		SP:Iteration 24Q (3729.130000 sec): 3 clusters
  Score: Raw -730267.568140 + Penalty 2850.544042 = -727417.024098
  nChanged 38
		SP:Iteration 25Q (3729.320000 sec): 3 clusters
  Score: Raw -730291.785205 + Penalty 2850.544042 = -727441.241163
  nChanged 44
		SP:Iteration 26Q (3729.490000 sec): 3 clusters
  Score: Raw -730308.946576 + Penalty 2850.544042 = -727458.402534
  nChanged 34
		SP:Iteration 27Q (3729.660000 sec): 3 clusters
  Score: Raw -730318.265475 + Penalty 2850.544042 = -727467.721433
  nChanged 27
		SP:Iteration 28Q (3729.830000 sec): 3 clusters
  Score: Raw -730325.797212 + Penalty 2850.544042 = -727475.253170
  nChanged 28
		SP:Iteration 29Q (3730.000000 sec): 3 clusters
  Score: Raw -730335.402040 + Penalty 2850.544042 = -727484.857998
  nChanged 24
		SP:Iteration 30Q (3730.170000 sec): 3 clusters
  Score: Raw -730343.118626 + Penalty 2850.544042 = -727492.574584
  nChanged 24
		SP:Iteration 31Q (3730.340000 sec): 3 clusters
  Score: Raw -730348.508375 + Penalty 2850.544042 = -727497.964333
  nChanged 19
		SP:Iteration 32Q (3730.510000 sec): 3 clusters
  Score: Raw -730352.551368 + Penalty 2850.544042 = -727502.007326
  nChanged 24
		SP:Iteration 33Q (3730.690000 sec): 3 clusters
  Score: Raw -730357.989234 + Penalty 2850.544042 = -727507.445192
  nChanged 16
		SP:Iteration 34Q (3730.860000 sec): 3 clusters
  Score: Raw -730361.895738 + Penalty 2850.544042 = -727511.351696
  nChanged 18
		SP:Iteration 35Q (3731.030000 sec): 3 clusters
  Score: Raw -730365.792065 + Penalty 2850.544042 = -727515.248024
  nChanged 13
		SP:Iteration 36Q (3731.200000 sec): 3 clusters
  Score: Raw -730368.725218 + Penalty 2850.544042 = -727518.181176
  nChanged 11
		SP:Iteration 37Q (3731.370000 sec): 3 clusters
  Score: Raw -730370.829690 + Penalty 2850.544042 = -727520.285648
  nChanged 5
		SP:Iteration 38Q (3731.570000 sec): 3 clusters
  Score: Raw -730371.520720 + Penalty 2850.544042 = -727520.976678
  nChanged 3
		SP:Iteration 39Q (3731.770000 sec): 3 clusters
  Score: Raw -730371.922225 + Penalty 2850.544042 = -727521.378183
  nChanged 2
		SP:Iteration 40F (3731.960000 sec): 3 clusters
  Score: Raw -730372.243890 + Penalty 2850.544042 = -727521.699848
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 43.
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 29 (7896 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3732.090000 sec): 2 clusters
  Score: Raw -896379.361780 + Penalty 1458.293132 = -894921.068648
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3732.270000 sec): 3 clusters
  Score: Raw -892064.159052 + Penalty 2916.586264 = -889147.572788
  nChanged 3383
		SP:Iteration 1F (3732.490000 sec): 3 clusters
  Score: Raw -894004.442390 + Penalty 2916.586264 = -891087.856126
  nChanged 581
		SP:Iteration 2F (3732.690000 sec): 3 clusters
  Score: Raw -894366.601410 + Penalty 2916.586264 = -891450.015146
  nChanged 512
		SP:Iteration 3F (3732.890000 sec): 3 clusters
  Score: Raw -894688.874170 + Penalty 2916.586264 = -891772.287906
  nChanged 516
		SP:Iteration 4F (3733.110000 sec): 3 clusters
  Score: Raw -895011.613606 + Penalty 2916.586264 = -892095.027342
  nChanged 480
		SP:Iteration 5F (3733.260000 sec): 3 clusters
  Score: Raw -895315.804452 + Penalty 2916.586264 = -892399.218188
  nChanged 434
		SP:Iteration 6F (3733.450000 sec): 3 clusters
  Score: Raw -895624.594585 + Penalty 2916.586264 = -892708.008321
  nChanged 432
		SP:Iteration 7F (3733.630000 sec): 3 clusters
  Score: Raw -895933.529226 + Penalty 2916.586264 = -893016.942963
  nChanged 353
		SP:Iteration 8Q (3733.820000 sec): 3 clusters
  Score: Raw -896207.054295 + Penalty 2916.586264 = -893290.468031
  nChanged 302
		SP:Iteration 9Q (3734.000000 sec): 3 clusters
  Score: Raw -896434.726173 + Penalty 2916.586264 = -893518.139909
  nChanged 229
		SP:Iteration 10Q (3734.180000 sec): 3 clusters
  Score: Raw -896607.818137 + Penalty 2916.586264 = -893691.231874
  nChanged 173
		SP:Iteration 11Q (3734.360000 sec): 3 clusters
  Score: Raw -896728.294844 + Penalty 2916.586264 = -893811.708580
  nChanged 135
		SP:Iteration 12Q (3734.580000 sec): 3 clusters
  Score: Raw -896811.455034 + Penalty 2916.586264 = -893894.868770
  nChanged 95
		SP:Iteration 13Q (3734.780000 sec): 3 clusters
  Score: Raw -896860.246298 + Penalty 2916.586264 = -893943.660034
  nChanged 72
		SP:Iteration 14Q (3734.970000 sec): 3 clusters
  Score: Raw -896894.738023 + Penalty 2916.586264 = -893978.151759
  nChanged 62
		SP:Iteration 15Q (3735.200000 sec): 3 clusters
  Score: Raw -896923.595663 + Penalty 2916.586264 = -894007.009399
  nChanged 49
		SP:Iteration 16Q (3735.390000 sec): 3 clusters
  Score: Raw -896945.574300 + Penalty 2916.586264 = -894028.988036
  nChanged 39
		SP:Iteration 17Q (3735.580000 sec): 3 clusters
  Score: Raw -896957.419685 + Penalty 2916.586264 = -894040.833421
  nChanged 21
		SP:Iteration 18Q (3735.770000 sec): 3 clusters
  Score: Raw -896962.804853 + Penalty 2916.586264 = -894046.218590
  nChanged 12
		SP:Iteration 19Q (3736.030000 sec): 3 clusters
  Score: Raw -896965.652194 + Penalty 2916.586264 = -894049.065930
  nChanged 11
		SP:Iteration 20F (3736.180000 sec): 3 clusters
  Score: Raw -896968.739108 + Penalty 2916.586264 = -894052.152844
  nChanged 12
		SP:Iteration 21Q (3736.400000 sec): 3 clusters
  Score: Raw -896972.859973 + Penalty 2916.586264 = -894056.273709
  nChanged 14
		SP:Iteration 22Q (3736.580000 sec): 3 clusters
  Score: Raw -896976.591429 + Penalty 2916.586264 = -894060.005165
  nChanged 11
		SP:Iteration 23Q (3736.760000 sec): 3 clusters
  Score: Raw -896978.346206 + Penalty 2916.586264 = -894061.759943
  nChanged 9
		SP:Iteration 24Q (3736.940000 sec): 3 clusters
  Score: Raw -896980.046517 + Penalty 2916.586264 = -894063.460253
  nChanged 8
		SP:Iteration 25Q (3737.120000 sec): 3 clusters
  Score: Raw -896982.191143 + Penalty 2916.586264 = -894065.604879
  nChanged 9
		SP:Iteration 26Q (3737.300000 sec): 3 clusters
  Score: Raw -896985.007083 + Penalty 2916.586264 = -894068.420819
  nChanged 14
		SP:Iteration 27Q (3737.480000 sec): 3 clusters
  Score: Raw -896988.599880 + Penalty 2916.586264 = -894072.013616
  nChanged 15
		SP:Iteration 28Q (3737.690000 sec): 3 clusters
  Score: Raw -896992.236272 + Penalty 2916.586264 = -894075.650008
  nChanged 9
		SP:Iteration 29Q (3737.870000 sec): 3 clusters
  Score: Raw -896995.630052 + Penalty 2916.586264 = -894079.043788
  nChanged 14
		SP:Iteration 30Q (3738.050000 sec): 3 clusters
  Score: Raw -897003.112446 + Penalty 2916.586264 = -894086.526182
  nChanged 19
		SP:Iteration 31Q (3738.230000 sec): 3 clusters
  Score: Raw -897011.380271 + Penalty 2916.586264 = -894094.794007
  nChanged 16
		SP:Iteration 32Q (3738.410000 sec): 3 clusters
  Score: Raw -897019.141350 + Penalty 2916.586264 = -894102.555086
  nChanged 8
		SP:Iteration 33Q (3738.590000 sec): 3 clusters
  Score: Raw -897021.868712 + Penalty 2916.586264 = -894105.282448
  nChanged 6
		SP:Iteration 34Q (3738.770000 sec): 3 clusters
  Score: Raw -897023.533441 + Penalty 2916.586264 = -894106.947177
  nChanged 3
		SP:Iteration 35Q (3738.980000 sec): 3 clusters
  Score: Raw -897024.440471 + Penalty 2916.586264 = -894107.854207
  nChanged 3
		SP:Iteration 36Q (3739.170000 sec): 3 clusters
  Score: Raw -897024.998363 + Penalty 2916.586264 = -894108.412099
  nChanged 1
		SP:Iteration 37Q (3739.350000 sec): 3 clusters
  Score: Raw -897025.127433 + Penalty 2916.586264 = -894108.541169
  nChanged 0
		SP:Iteration 38F (3739.530000 sec): 3 clusters
  Score: Raw -897025.127433 + Penalty 2916.586264 = -894108.541169
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 30 (23805 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3739.710000 sec): 2 clusters
  Score: Raw -2955911.928285 + Penalty 1637.618275 = -2954274.310010
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3739.990000 sec): 3 clusters
  Score: Raw -2941414.198036 + Penalty 3275.236550 = -2938138.961487
  nChanged 10829
		SP:Iteration 1F (3740.290000 sec): 3 clusters
  Score: Raw -2947319.769579 + Penalty 3275.236550 = -2944044.533029
  nChanged 1278
		SP:Iteration 2F (3740.580000 sec): 3 clusters
  Score: Raw -2947867.086712 + Penalty 3275.236550 = -2944591.850163
  nChanged 1255
		SP:Iteration 3F (3740.950000 sec): 3 clusters
  Score: Raw -2948517.950402 + Penalty 3275.236550 = -2945242.713852
  nChanged 1343
		SP:Iteration 4F (3741.250000 sec): 3 clusters
  Score: Raw -2949313.283952 + Penalty 3275.236550 = -2946038.047402
  nChanged 1446
		SP:Iteration 5F (3741.530000 sec): 3 clusters
  Score: Raw -2950280.753422 + Penalty 3275.236550 = -2947005.516872
  nChanged 1628
		SP:Iteration 6F (3741.830000 sec): 3 clusters
  Score: Raw -2951465.372256 + Penalty 3275.236550 = -2948190.135706
  nChanged 1671
		SP:Iteration 7F (3742.170000 sec): 3 clusters
  Score: Raw -2952737.089101 + Penalty 3275.236550 = -2949461.852552
  nChanged 1616
		SP:Iteration 8F (3742.510000 sec): 3 clusters
  Score: Raw -2953835.913346 + Penalty 3275.236550 = -2950560.676797
  nChanged 1316
		SP:Iteration 9F (3742.780000 sec): 3 clusters
  Score: Raw -2954529.010239 + Penalty 3275.236550 = -2951253.773689
  nChanged 974
		SP:Iteration 10Q (3743.080000 sec): 3 clusters
  Score: Raw -2954888.217234 + Penalty 3275.236550 = -2951612.980685
  nChanged 640
		SP:Iteration 11Q (3743.430000 sec): 3 clusters
  Score: Raw -2955062.589804 + Penalty 3275.236550 = -2951787.353254
  nChanged 419
		SP:Iteration 12Q (3743.690000 sec): 3 clusters
  Score: Raw -2955138.040648 + Penalty 3275.236550 = -2951862.804099
  nChanged 276
		SP:Iteration 13Q (3744.030000 sec): 3 clusters
  Score: Raw -2955172.673130 + Penalty 3275.236550 = -2951897.436581
  nChanged 171
		SP:Iteration 14Q (3744.380000 sec): 3 clusters
  Score: Raw -2955192.940021 + Penalty 3275.236550 = -2951917.703472
  nChanged 117
		SP:Iteration 15Q (3744.760000 sec): 3 clusters
  Score: Raw -2955205.588170 + Penalty 3275.236550 = -2951930.351620
  nChanged 94
		SP:Iteration 16Q (3745.110000 sec): 3 clusters
  Score: Raw -2955214.995668 + Penalty 3275.236550 = -2951939.759118
  nChanged 88
		SP:Iteration 17Q (3745.450000 sec): 3 clusters
  Score: Raw -2955222.440705 + Penalty 3275.236550 = -2951947.204155
  nChanged 66
		SP:Iteration 18Q (3745.840000 sec): 3 clusters
  Score: Raw -2955226.894997 + Penalty 3275.236550 = -2951951.658448
  nChanged 51
		SP:Iteration 19Q (3746.180000 sec): 3 clusters
  Score: Raw -2955229.833058 + Penalty 3275.236550 = -2951954.596509
  nChanged 44
		SP:Iteration 20F (3746.460000 sec): 3 clusters
  Score: Raw -2955232.252344 + Penalty 3275.236550 = -2951957.015795
  nChanged 42
		SP:Iteration 21Q (3746.740000 sec): 3 clusters
  Score: Raw -2955234.751179 + Penalty 3275.236550 = -2951959.514629
  nChanged 39
		SP:Iteration 22Q (3747.080000 sec): 3 clusters
  Score: Raw -2955236.980443 + Penalty 3275.236550 = -2951961.743893
  nChanged 41
		SP:Iteration 23Q (3747.390000 sec): 3 clusters
  Score: Raw -2955239.821834 + Penalty 3275.236550 = -2951964.585285
  nChanged 34
		SP:Iteration 24Q (3747.660000 sec): 3 clusters
  Score: Raw -2955241.560863 + Penalty 3275.236550 = -2951966.324314
  nChanged 36
		SP:Iteration 25Q (3747.970000 sec): 3 clusters
  Score: Raw -2955243.508236 + Penalty 3275.236550 = -2951968.271687
  nChanged 34
		SP:Iteration 26Q (3748.280000 sec): 3 clusters
  Score: Raw -2955245.551389 + Penalty 3275.236550 = -2951970.314839
  nChanged 31
		SP:Iteration 27Q (3748.550000 sec): 3 clusters
  Score: Raw -2955247.604708 + Penalty 3275.236550 = -2951972.368158
  nChanged 40
		SP:Iteration 28Q (3748.860000 sec): 3 clusters
  Score: Raw -2955250.185640 + Penalty 3275.236550 = -2951974.949091
  nChanged 40
		SP:Iteration 29Q (3749.180000 sec): 3 clusters
  Score: Raw -2955252.740021 + Penalty 3275.236550 = -2951977.503472
  nChanged 40
		SP:Iteration 30Q (3749.520000 sec): 3 clusters
  Score: Raw -2955255.245558 + Penalty 3275.236550 = -2951980.009008
  nChanged 47
		SP:Iteration 31Q (3749.800000 sec): 3 clusters
  Score: Raw -2955258.245584 + Penalty 3275.236550 = -2951983.009034
  nChanged 48
		SP:Iteration 32Q (3750.080000 sec): 3 clusters
  Score: Raw -2955261.669051 + Penalty 3275.236550 = -2951986.432502
  nChanged 45
		SP:Iteration 33Q (3750.370000 sec): 3 clusters
  Score: Raw -2955264.723275 + Penalty 3275.236550 = -2951989.486726
  nChanged 50
		SP:Iteration 34Q (3750.680000 sec): 3 clusters
  Score: Raw -2955268.091935 + Penalty 3275.236550 = -2951992.855386
  nChanged 50
		SP:Iteration 35Q (3750.980000 sec): 3 clusters
  Score: Raw -2955272.006230 + Penalty 3275.236550 = -2951996.769681
  nChanged 45
		SP:Iteration 36Q (3751.340000 sec): 3 clusters
  Score: Raw -2955275.186628 + Penalty 3275.236550 = -2951999.950078
  nChanged 44
		SP:Iteration 37Q (3751.660000 sec): 3 clusters
  Score: Raw -2955278.412878 + Penalty 3275.236550 = -2952003.176329
  nChanged 50
		SP:Iteration 38Q (3752.040000 sec): 3 clusters
  Score: Raw -2955282.124732 + Penalty 3275.236550 = -2952006.888182
  nChanged 42
		SP:Iteration 39Q (3752.420000 sec): 3 clusters
  Score: Raw -2955285.140528 + Penalty 3275.236550 = -2952009.903978
  nChanged 42
		SP:Iteration 40F (3752.680000 sec): 3 clusters
  Score: Raw -2955287.972348 + Penalty 3275.236550 = -2952012.735798
  nChanged 40
		SP:Iteration 41Q (3753.020000 sec): 3 clusters
  Score: Raw -2955290.572943 + Penalty 3275.236550 = -2952015.336393
  nChanged 44
		SP:Iteration 42Q (3753.380000 sec): 3 clusters
  Score: Raw -2955293.786492 + Penalty 3275.236550 = -2952018.549942
  nChanged 47
		SP:Iteration 43Q (3753.670000 sec): 3 clusters
  Score: Raw -2955297.214110 + Penalty 3275.236550 = -2952021.977561
  nChanged 48
		SP:Iteration 44Q (3753.950000 sec): 3 clusters
  Score: Raw -2955300.472895 + Penalty 3275.236550 = -2952025.236346
  nChanged 59
		SP:Iteration 45Q (3754.300000 sec): 3 clusters
  Score: Raw -2955305.015229 + Penalty 3275.236550 = -2952029.778679
  nChanged 74
		SP:Iteration 46Q (3754.670000 sec): 3 clusters
  Score: Raw -2955311.077084 + Penalty 3275.236550 = -2952035.840534
  nChanged 72
		SP:Iteration 47Q (3754.990000 sec): 3 clusters
  Score: Raw -2955316.950279 + Penalty 3275.236550 = -2952041.713730
  nChanged 82
		SP:Iteration 48Q (3755.330000 sec): 3 clusters
  Score: Raw -2955323.812324 + Penalty 3275.236550 = -2952048.575774
  nChanged 84
		SP:Iteration 49Q (3755.660000 sec): 3 clusters
  Score: Raw -2955330.886327 + Penalty 3275.236550 = -2952055.649777
  nChanged 90
		SP:Iteration 50Q (3756.010000 sec): 3 clusters
  Score: Raw -2955339.349528 + Penalty 3275.236550 = -2952064.112978
  nChanged 104
		SP:Iteration 51Q (3756.240000 sec): 3 clusters
  Score: Raw -2955349.925709 + Penalty 3275.236550 = -2952074.689159
  nChanged 90
		SP:Iteration 52Q (3756.590000 sec): 3 clusters
  Score: Raw -2955357.978607 + Penalty 3275.236550 = -2952082.742057
  nChanged 91
		SP:Iteration 53Q (3756.870000 sec): 3 clusters
  Score: Raw -2955367.374620 + Penalty 3275.236550 = -2952092.138070
  nChanged 74
		SP:Iteration 54Q (3757.210000 sec): 3 clusters
  Score: Raw -2955374.417048 + Penalty 3275.236550 = -2952099.180499
  nChanged 76
		SP:Iteration 55Q (3757.460000 sec): 3 clusters
  Score: Raw -2955381.397046 + Penalty 3275.236550 = -2952106.160497
  nChanged 89
		SP:Iteration 56Q (3757.780000 sec): 3 clusters
  Score: Raw -2955388.380041 + Penalty 3275.236550 = -2952113.143491
  nChanged 77
		SP:Iteration 57Q (3758.060000 sec): 3 clusters
  Score: Raw -2955395.004842 + Penalty 3275.236550 = -2952119.768293
  nChanged 83
		SP:Iteration 58Q (3758.340000 sec): 3 clusters
  Score: Raw -2955402.970101 + Penalty 3275.236550 = -2952127.733552
  nChanged 111
		SP:Iteration 59Q (3758.620000 sec): 3 clusters
  Score: Raw -2955416.616639 + Penalty 3275.236550 = -2952141.380090
  nChanged 127
		SP:Iteration 60F (3758.930000 sec): 3 clusters
  Score: Raw -2955430.570279 + Penalty 3275.236550 = -2952155.333730
  nChanged 116
		SP:Iteration 61Q (3759.250000 sec): 3 clusters
  Score: Raw -2955444.989244 + Penalty 3275.236550 = -2952169.752694
  nChanged 131
		SP:Iteration 62Q (3759.560000 sec): 3 clusters
  Score: Raw -2955459.958125 + Penalty 3275.236550 = -2952184.721575
  nChanged 129
		SP:Iteration 63Q (3759.950000 sec): 3 clusters
  Score: Raw -2955475.630652 + Penalty 3275.236550 = -2952200.394103
  nChanged 133
		SP:Iteration 64Q (3760.290000 sec): 3 clusters
  Score: Raw -2955491.276111 + Penalty 3275.236550 = -2952216.039561
  nChanged 118
		SP:Iteration 65Q (3760.660000 sec): 3 clusters
  Score: Raw -2955504.775731 + Penalty 3275.236550 = -2952229.539182
  nChanged 107
		SP:Iteration 66Q (3761.010000 sec): 3 clusters
  Score: Raw -2955517.254195 + Penalty 3275.236550 = -2952242.017645
  nChanged 122
		SP:Iteration 67Q (3761.390000 sec): 3 clusters
  Score: Raw -2955533.851418 + Penalty 3275.236550 = -2952258.614869
  nChanged 121
		SP:Iteration 68Q (3761.730000 sec): 3 clusters
  Score: Raw -2955549.290968 + Penalty 3275.236550 = -2952274.054418
  nChanged 124
		SP:Iteration 69Q (3761.960000 sec): 3 clusters
  Score: Raw -2955564.764306 + Penalty 3275.236550 = -2952289.527757
  nChanged 127
		SP:Iteration 70Q (3762.290000 sec): 3 clusters
  Score: Raw -2955581.277335 + Penalty 3275.236550 = -2952306.040785
  nChanged 137
		SP:Iteration 71Q (3762.650000 sec): 3 clusters
  Score: Raw -2955599.100134 + Penalty 3275.236550 = -2952323.863585
  nChanged 140
		SP:Iteration 72Q (3762.990000 sec): 3 clusters
  Score: Raw -2955620.205922 + Penalty 3275.236550 = -2952344.969373
  nChanged 166
		SP:Iteration 73Q (3763.350000 sec): 3 clusters
  Score: Raw -2955644.839220 + Penalty 3275.236550 = -2952369.602670
  nChanged 157
		SP:Iteration 74Q (3763.740000 sec): 3 clusters
  Score: Raw -2955668.405290 + Penalty 3275.236550 = -2952393.168741
  nChanged 168
		SP:Iteration 75Q (3764.110000 sec): 3 clusters
  Score: Raw -2955698.644090 + Penalty 3275.236550 = -2952423.407541
  nChanged 192
		SP:Iteration 76Q (3764.420000 sec): 3 clusters
  Score: Raw -2955735.100747 + Penalty 3275.236550 = -2952459.864197
  nChanged 188
		SP:Iteration 77Q (3764.750000 sec): 3 clusters
  Score: Raw -2955772.193691 + Penalty 3275.236550 = -2952496.957142
  nChanged 196
		SP:Iteration 78Q (3765.060000 sec): 3 clusters
  Score: Raw -2955807.608730 + Penalty 3275.236550 = -2952532.372180
  nChanged 192
		SP:Iteration 79Q (3765.390000 sec): 3 clusters
  Score: Raw -2955843.958668 + Penalty 3275.236550 = -2952568.722119
  nChanged 200
		SP:Iteration 80F (3765.660000 sec): 3 clusters
  Score: Raw -2955881.164862 + Penalty 3275.236550 = -2952605.928313
  nChanged 185
		SP:Iteration 81Q (3766.010000 sec): 3 clusters
  Score: Raw -2955917.984374 + Penalty 3275.236550 = -2952642.747824
  nChanged 175
		SP:Iteration 82Q (3766.320000 sec): 3 clusters
  Score: Raw -2955956.054796 + Penalty 3275.236550 = -2952680.818247
  nChanged 177
		SP:Iteration 83Q (3766.690000 sec): 3 clusters
  Score: Raw -2955991.824971 + Penalty 3275.236550 = -2952716.588422
  nChanged 169
		SP:Iteration 84Q (3767.060000 sec): 3 clusters
  Score: Raw -2956027.845767 + Penalty 3275.236550 = -2952752.609218
  nChanged 168
		SP:Iteration 85Q (3767.350000 sec): 3 clusters
  Score: Raw -2956065.676768 + Penalty 3275.236550 = -2952790.440219
  nChanged 164
		SP:Iteration 86Q (3767.620000 sec): 3 clusters
  Score: Raw -2956099.454088 + Penalty 3275.236550 = -2952824.217539
  nChanged 155
		SP:Iteration 87Q (3767.950000 sec): 3 clusters
  Score: Raw -2956131.566866 + Penalty 3275.236550 = -2952856.330316
  nChanged 137
		SP:Iteration 88Q (3768.360000 sec): 3 clusters
  Score: Raw -2956160.713148 + Penalty 3275.236550 = -2952885.476598
  nChanged 135
		SP:Iteration 89Q (3768.680000 sec): 3 clusters
  Score: Raw -2956191.816226 + Penalty 3275.236550 = -2952916.579676
  nChanged 142
		SP:Iteration 90Q (3769.010000 sec): 3 clusters
  Score: Raw -2956222.295626 + Penalty 3275.236550 = -2952947.059076
  nChanged 134
		SP:Iteration 91Q (3769.360000 sec): 3 clusters
  Score: Raw -2956249.698013 + Penalty 3275.236550 = -2952974.461463
  nChanged 142
		SP:Iteration 92Q (3769.700000 sec): 3 clusters
  Score: Raw -2956282.032525 + Penalty 3275.236550 = -2953006.795976
  nChanged 123
		SP:Iteration 93Q (3769.970000 sec): 3 clusters
  Score: Raw -2956308.182941 + Penalty 3275.236550 = -2953032.946392
  nChanged 107
		SP:Iteration 94Q (3770.290000 sec): 3 clusters
  Score: Raw -2956331.692635 + Penalty 3275.236550 = -2953056.456085
  nChanged 93
		SP:Iteration 95Q (3770.670000 sec): 3 clusters
  Score: Raw -2956354.464172 + Penalty 3275.236550 = -2953079.227622
  nChanged 91
		SP:Iteration 96Q (3771.030000 sec): 3 clusters
  Score: Raw -2956373.719441 + Penalty 3275.236550 = -2953098.482892
  nChanged 81
		SP:Iteration 97Q (3771.410000 sec): 3 clusters
  Score: Raw -2956388.931048 + Penalty 3275.236550 = -2953113.694498
  nChanged 81
		SP:Iteration 98Q (3771.750000 sec): 3 clusters
  Score: Raw -2956403.732617 + Penalty 3275.236550 = -2953128.496067
  nChanged 71
		SP:Iteration 99Q (3772.090000 sec): 3 clusters
  Score: Raw -2956418.800782 + Penalty 3275.236550 = -2953143.564233
  nChanged 72
		SP:Iteration 100F (3772.400000 sec): 3 clusters
  Score: Raw -2956431.434287 + Penalty 3275.236550 = -2953156.197738
  nChanged 57
		SP:Iteration 101Q (3772.770000 sec): 3 clusters
  Score: Raw -2956443.008668 + Penalty 3275.236550 = -2953167.772118
  nChanged 50
		SP:Iteration 102Q (3773.040000 sec): 3 clusters
  Score: Raw -2956450.936489 + Penalty 3275.236550 = -2953175.699939
  nChanged 40
		SP:Iteration 103Q (3773.310000 sec): 3 clusters
  Score: Raw -2956456.887837 + Penalty 3275.236550 = -2953181.651287
  nChanged 34
		SP:Iteration 104Q (3773.600000 sec): 3 clusters
  Score: Raw -2956462.425763 + Penalty 3275.236550 = -2953187.189213
  nChanged 29
		SP:Iteration 105Q (3773.980000 sec): 3 clusters
  Score: Raw -2956466.550330 + Penalty 3275.236550 = -2953191.313781
  nChanged 20
		SP:Iteration 106Q (3774.330000 sec): 3 clusters
  Score: Raw -2956469.541864 + Penalty 3275.236550 = -2953194.305314
  nChanged 17
		SP:Iteration 107Q (3774.660000 sec): 3 clusters
  Score: Raw -2956471.850545 + Penalty 3275.236550 = -2953196.613996
  nChanged 21
		SP:Iteration 108Q (3775.000000 sec): 3 clusters
  Score: Raw -2956475.164493 + Penalty 3275.236550 = -2953199.927943
  nChanged 17
		SP:Iteration 109Q (3775.340000 sec): 3 clusters
  Score: Raw -2956477.436702 + Penalty 3275.236550 = -2953202.200152
  nChanged 20
		SP:Iteration 110Q (3775.650000 sec): 3 clusters
  Score: Raw -2956480.028470 + Penalty 3275.236550 = -2953204.791920
  nChanged 20
		SP:Iteration 111Q (3775.950000 sec): 3 clusters
  Score: Raw -2956483.069441 + Penalty 3275.236550 = -2953207.832891
  nChanged 23
		SP:Iteration 112Q (3776.270000 sec): 3 clusters
  Score: Raw -2956487.471060 + Penalty 3275.236550 = -2953212.234510
  nChanged 32
		SP:Iteration 113Q (3776.550000 sec): 3 clusters
  Score: Raw -2956493.039220 + Penalty 3275.236550 = -2953217.802671
  nChanged 28
		SP:Iteration 114Q (3776.950000 sec): 3 clusters
  Score: Raw -2956498.720765 + Penalty 3275.236550 = -2953223.484215
  nChanged 24
		SP:Iteration 115Q (3777.260000 sec): 3 clusters
  Score: Raw -2956502.679470 + Penalty 3275.236550 = -2953227.442920
  nChanged 19
		SP:Iteration 116Q (3777.640000 sec): 3 clusters
  Score: Raw -2956505.120024 + Penalty 3275.236550 = -2953229.883474
  nChanged 12
		SP:Iteration 117Q (3777.980000 sec): 3 clusters
  Score: Raw -2956507.266488 + Penalty 3275.236550 = -2953232.029938
  nChanged 18
		SP:Iteration 118Q (3778.330000 sec): 3 clusters
  Score: Raw -2956509.907970 + Penalty 3275.236550 = -2953234.671420
  nChanged 18
		SP:Iteration 119Q (3778.670000 sec): 3 clusters
  Score: Raw -2956512.775300 + Penalty 3275.236550 = -2953237.538750
  nChanged 15
		SP:Iteration 120F (3778.950000 sec): 3 clusters
  Score: Raw -2956515.291480 + Penalty 3275.236550 = -2953240.054931
  nChanged 11
		SP:Iteration 121Q (3779.270000 sec): 3 clusters
  Score: Raw -2956516.822539 + Penalty 3275.236550 = -2953241.585990
  nChanged 7
		SP:Iteration 122Q (3779.550000 sec): 3 clusters
  Score: Raw -2956518.038039 + Penalty 3275.236550 = -2953242.801490
  nChanged 8
		SP:Iteration 123Q (3779.890000 sec): 3 clusters
  Score: Raw -2956519.057842 + Penalty 3275.236550 = -2953243.821293
  nChanged 6
		SP:Iteration 124Q (3780.210000 sec): 3 clusters
  Score: Raw -2956519.996957 + Penalty 3275.236550 = -2953244.760407
  nChanged 3
		SP:Iteration 125Q (3780.550000 sec): 3 clusters
  Score: Raw -2956520.312028 + Penalty 3275.236550 = -2953245.075478
  nChanged 1
		SP:Iteration 126Q (3780.840000 sec): 3 clusters
  Score: Raw -2956520.415611 + Penalty 3275.236550 = -2953245.179062
  nChanged 1
		SP:Iteration 127Q (3781.150000 sec): 3 clusters
  Score: Raw -2956520.588262 + Penalty 3275.236550 = -2953245.351712
  nChanged 2
		SP:Iteration 128Q (3781.510000 sec): 3 clusters
  Score: Raw -2956520.815996 + Penalty 3275.236550 = -2953245.579447
  nChanged 3
		SP:Iteration 129Q (3781.770000 sec): 3 clusters
  Score: Raw -2956521.247810 + Penalty 3275.236550 = -2953246.011261
  nChanged 2
		SP:Iteration 130Q (3782.090000 sec): 3 clusters
  Score: Raw -2956521.615424 + Penalty 3275.236550 = -2953246.378874
  nChanged 3
		SP:Iteration 131Q (3782.440000 sec): 3 clusters
  Score: Raw -2956521.913647 + Penalty 3275.236550 = -2953246.677098
  nChanged 3
		SP:Iteration 132Q (3782.790000 sec): 3 clusters
  Score: Raw -2956522.185051 + Penalty 3275.236550 = -2953246.948502
  nChanged 1
		SP:Iteration 133Q (3783.160000 sec): 3 clusters
  Score: Raw -2956522.280109 + Penalty 3275.236550 = -2953247.043560
  nChanged 1
		SP:Iteration 134Q (3783.490000 sec): 3 clusters
  Score: Raw -2956522.445983 + Penalty 3275.236550 = -2953247.209433
  nChanged 1
		SP:Iteration 135Q (3783.840000 sec): 3 clusters
  Score: Raw -2956522.641780 + Penalty 3275.236550 = -2953247.405230
  nChanged 1
		SP:Iteration 136Q (3784.180000 sec): 3 clusters
  Score: Raw -2956522.880747 + Penalty 3275.236550 = -2953247.644197
  nChanged 1
		SP:Iteration 137Q (3784.530000 sec): 3 clusters
  Score: Raw -2956523.217432 + Penalty 3275.236550 = -2953247.980882
  nChanged 3
		SP:Iteration 138Q (3784.860000 sec): 3 clusters
  Score: Raw -2956523.642336 + Penalty 3275.236550 = -2953248.405787
  nChanged 4
		SP:Iteration 139Q (3785.150000 sec): 3 clusters
  Score: Raw -2956524.185756 + Penalty 3275.236550 = -2953248.949206
  nChanged 2
		SP:Iteration 140F (3785.470000 sec): 3 clusters
  Score: Raw -2956524.514312 + Penalty 3275.236550 = -2953249.277762
  nChanged 4
		SP:Iteration 141Q (3785.820000 sec): 3 clusters
  Score: Raw -2956525.134085 + Penalty 3275.236550 = -2953249.897535
  nChanged 8
		SP:Iteration 142Q (3786.160000 sec): 3 clusters
  Score: Raw -2956526.595546 + Penalty 3275.236550 = -2953251.358996
  nChanged 10
		SP:Iteration 143Q (3786.500000 sec): 3 clusters
  Score: Raw -2956528.346551 + Penalty 3275.236550 = -2953253.110002
  nChanged 7
		SP:Iteration 144Q (3786.850000 sec): 3 clusters
  Score: Raw -2956529.090893 + Penalty 3275.236550 = -2953253.854343
  nChanged 2
		SP:Iteration 145Q (3787.200000 sec): 3 clusters
  Score: Raw -2956529.473953 + Penalty 3275.236550 = -2953254.237403
  nChanged 3
		SP:Iteration 146Q (3787.530000 sec): 3 clusters
  Score: Raw -2956529.663038 + Penalty 3275.236550 = -2953254.426489
  nChanged 2
		SP:Iteration 147Q (3787.840000 sec): 3 clusters
  Score: Raw -2956530.001455 + Penalty 3275.236550 = -2953254.764906
  nChanged 2
		SP:Iteration 148Q (3788.220000 sec): 3 clusters
  Score: Raw -2956530.397478 + Penalty 3275.236550 = -2953255.160928
  nChanged 3
		SP:Iteration 149Q (3788.570000 sec): 3 clusters
  Score: Raw -2956530.755022 + Penalty 3275.236550 = -2953255.518472
  nChanged 4
		SP:Iteration 150Q (3788.920000 sec): 3 clusters
  Score: Raw -2956531.699818 + Penalty 3275.236550 = -2953256.463269
  nChanged 7
		SP:Iteration 151Q (3789.260000 sec): 3 clusters
  Score: Raw -2956533.122617 + Penalty 3275.236550 = -2953257.886067
  nChanged 9
		SP:Iteration 152Q (3789.570000 sec): 3 clusters
  Score: Raw -2956534.777754 + Penalty 3275.236550 = -2953259.541205
  nChanged 7
		SP:Iteration 153Q (3789.880000 sec): 3 clusters
  Score: Raw -2956535.762622 + Penalty 3275.236550 = -2953260.526072
  nChanged 6
		SP:Iteration 154Q (3790.200000 sec): 3 clusters
  Score: Raw -2956536.629432 + Penalty 3275.236550 = -2953261.392883
  nChanged 4
		SP:Iteration 155Q (3790.500000 sec): 3 clusters
  Score: Raw -2956537.424164 + Penalty 3275.236550 = -2953262.187614
  nChanged 4
		SP:Iteration 156Q (3790.810000 sec): 3 clusters
  Score: Raw -2956538.595884 + Penalty 3275.236550 = -2953263.359335
  nChanged 6
		SP:Iteration 157Q (3791.200000 sec): 3 clusters
  Score: Raw -2956539.853363 + Penalty 3275.236550 = -2953264.616813
  nChanged 3
		SP:Iteration 158Q (3791.510000 sec): 3 clusters
  Score: Raw -2956540.329197 + Penalty 3275.236550 = -2953265.092647
  nChanged 5
		SP:Iteration 159Q (3791.850000 sec): 3 clusters
  Score: Raw -2956541.273378 + Penalty 3275.236550 = -2953266.036828
  nChanged 4
		SP:Iteration 160F (3792.150000 sec): 3 clusters
  Score: Raw -2956541.915118 + Penalty 3275.236550 = -2953266.678569
  nChanged 2
		SP:Iteration 161Q (3792.490000 sec): 3 clusters
  Score: Raw -2956542.187515 + Penalty 3275.236550 = -2953266.950966
  nChanged 3
		SP:Iteration 162Q (3792.840000 sec): 3 clusters
  Score: Raw -2956542.726309 + Penalty 3275.236550 = -2953267.489760
  nChanged 4
		SP:Iteration 163Q (3793.210000 sec): 3 clusters
  Score: Raw -2956543.353764 + Penalty 3275.236550 = -2953268.117215
  nChanged 3
		SP:Iteration 164Q (3793.510000 sec): 3 clusters
  Score: Raw -2956543.840523 + Penalty 3275.236550 = -2953268.603974
  nChanged 1
		SP:Iteration 165Q (3793.780000 sec): 3 clusters
  Score: Raw -2956544.048112 + Penalty 3275.236550 = -2953268.811563
  nChanged 4
		SP:Iteration 166Q (3794.140000 sec): 3 clusters
  Score: Raw -2956544.633166 + Penalty 3275.236550 = -2953269.396616
  nChanged 5
		SP:Iteration 167Q (3794.480000 sec): 3 clusters
  Score: Raw -2956545.279177 + Penalty 3275.236550 = -2953270.042627
  nChanged 5
		SP:Iteration 168Q (3794.820000 sec): 3 clusters
  Score: Raw -2956546.569654 + Penalty 3275.236550 = -2953271.333105
  nChanged 5
		SP:Iteration 169Q (3795.180000 sec): 3 clusters
  Score: Raw -2956547.396635 + Penalty 3275.236550 = -2953272.160086
  nChanged 1
		SP:Iteration 170Q (3795.560000 sec): 3 clusters
  Score: Raw -2956547.680333 + Penalty 3275.236550 = -2953272.443783
  nChanged 1
		SP:Iteration 171Q (3795.860000 sec): 3 clusters
  Score: Raw -2956547.926593 + Penalty 3275.236550 = -2953272.690043
  nChanged 2
		SP:Iteration 172Q (3796.200000 sec): 3 clusters
  Score: Raw -2956548.262121 + Penalty 3275.236550 = -2953273.025571
  nChanged 1
		SP:Iteration 173Q (3796.520000 sec): 3 clusters
  Score: Raw -2956548.451710 + Penalty 3275.236550 = -2953273.215160
  nChanged 2
		SP:Iteration 174Q (3796.800000 sec): 3 clusters
  Score: Raw -2956548.880787 + Penalty 3275.236550 = -2953273.644238
  nChanged 3
		SP:Iteration 175Q (3797.120000 sec): 3 clusters
  Score: Raw -2956549.652448 + Penalty 3275.236550 = -2953274.415899
  nChanged 5
		SP:Iteration 176Q (3797.480000 sec): 3 clusters
  Score: Raw -2956550.708287 + Penalty 3275.236550 = -2953275.471737
  nChanged 7
		SP:Iteration 177Q (3797.850000 sec): 3 clusters
  Score: Raw -2956552.123586 + Penalty 3275.236550 = -2953276.887036
  nChanged 6
		SP:Iteration 178Q (3798.180000 sec): 3 clusters
  Score: Raw -2956553.218476 + Penalty 3275.236550 = -2953277.981927
  nChanged 7
		SP:Iteration 179Q (3798.520000 sec): 3 clusters
  Score: Raw -2956554.325951 + Penalty 3275.236550 = -2953279.089401
  nChanged 5
		SP:Iteration 180F (3798.820000 sec): 3 clusters
  Score: Raw -2956555.416298 + Penalty 3275.236550 = -2953280.179749
  nChanged 2
		SP:Iteration 181Q (3799.150000 sec): 3 clusters
  Score: Raw -2956555.682119 + Penalty 3275.236550 = -2953280.445569
  nChanged 0
		SP:Iteration 182F (3799.430000 sec): 3 clusters
  Score: Raw -2956555.682119 + Penalty 3275.236550 = -2953280.445569
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 31 (1246 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3799.510000 sec): 2 clusters
  Score: Raw -127162.299598 + Penalty 1158.250226 = -126004.049372
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3799.670000 sec): 3 clusters
  Score: Raw -126840.220658 + Penalty 2316.500452 = -124523.720206
  nChanged 426
		SP:Iteration 1F (3799.830000 sec): 3 clusters
  Score: Raw -127917.568544 + Penalty 2316.500452 = -125601.068092
  nChanged 163
		SP:Iteration 2F (3799.990000 sec): 3 clusters
  Score: Raw -128617.421692 + Penalty 2316.500452 = -126300.921240
  nChanged 89
		SP:Iteration 3F (3800.150000 sec): 3 clusters
  Score: Raw -128865.128986 + Penalty 2316.500452 = -126548.628534
  nChanged 65
		SP:Iteration 4F (3800.310000 sec): 3 clusters
  Score: Raw -129026.547438 + Penalty 2316.500452 = -126710.046985
  nChanged 53
		SP:Iteration 5Q (3800.510000 sec): 3 clusters
  Score: Raw -129212.234851 + Penalty 2316.500452 = -126895.734399
  nChanged 36
		SP:Iteration 6Q (3800.660000 sec): 3 clusters
  Score: Raw -129360.065798 + Penalty 2316.500452 = -127043.565346
  nChanged 34
		SP:Iteration 7Q (3800.770000 sec): 3 clusters
  Score: Raw -129524.044838 + Penalty 2316.500452 = -127207.544385
  nChanged 30
		SP:Iteration 8Q (3800.950000 sec): 3 clusters
  Score: Raw -129698.065347 + Penalty 2316.500452 = -127381.564895
  nChanged 25
		SP:Iteration 9Q (3801.140000 sec): 3 clusters
  Score: Raw -129807.482483 + Penalty 2316.500452 = -127490.982031
  nChanged 29
		SP:Iteration 10Q (3801.300000 sec): 3 clusters
  Score: Raw -130000.626064 + Penalty 2316.500452 = -127684.125611
  nChanged 33
		SP:Iteration 11Q (3801.460000 sec): 3 clusters
  Score: Raw -130229.394710 + Penalty 2316.500452 = -127912.894257
  nChanged 26
		SP:Iteration 12Q (3801.620000 sec): 3 clusters
  Score: Raw -130384.972233 + Penalty 2316.500452 = -128068.471781
  nChanged 19
		SP:Iteration 13Q (3801.770000 sec): 3 clusters
  Score: Raw -130514.011986 + Penalty 2316.500452 = -128197.511534
  nChanged 12
		SP:Iteration 14Q (3801.930000 sec): 3 clusters
  Score: Raw -130578.616789 + Penalty 2316.500452 = -128262.116337
  nChanged 7
		SP:Iteration 15Q (3802.090000 sec): 3 clusters
  Score: Raw -130614.353023 + Penalty 2316.500452 = -128297.852571
  nChanged 3
		SP:Iteration 16Q (3802.240000 sec): 3 clusters
  Score: Raw -130648.393147 + Penalty 2316.500452 = -128331.892695
  nChanged 7
		SP:Iteration 17Q (3802.400000 sec): 3 clusters
  Score: Raw -130676.968896 + Penalty 2316.500452 = -128360.468444
  nChanged 2
		SP:Iteration 18Q (3802.580000 sec): 3 clusters
  Score: Raw -130696.816719 + Penalty 2316.500452 = -128380.316267
  nChanged 4
		SP:Iteration 19Q (3802.750000 sec): 3 clusters
  Score: Raw -130735.945521 + Penalty 2316.500452 = -128419.445069
  nChanged 7
		SP:Iteration 20F (3802.910000 sec): 3 clusters
  Score: Raw -130821.067733 + Penalty 2316.500452 = -128504.567281
  nChanged 15
		SP:Iteration 21Q (3803.070000 sec): 3 clusters
  Score: Raw -130876.351215 + Penalty 2316.500452 = -128559.850763
  nChanged 7
		SP:Iteration 22Q (3803.230000 sec): 3 clusters
  Score: Raw -130889.884809 + Penalty 2316.500452 = -128573.384357
  nChanged 3
		SP:Iteration 23Q (3803.390000 sec): 3 clusters
  Score: Raw -130898.238936 + Penalty 2316.500452 = -128581.738484
  nChanged 2
		SP:Iteration 24Q (3803.550000 sec): 3 clusters
  Score: Raw -130901.990534 + Penalty 2316.500452 = -128585.490082
  nChanged 1
		SP:Iteration 25Q (3803.710000 sec): 3 clusters
  Score: Raw -130903.766581 + Penalty 2316.500452 = -128587.266128
  nChanged 0
		SP:Iteration 26F (3803.870000 sec): 3 clusters
  Score: Raw -130903.766581 + Penalty 2316.500452 = -128587.266128
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 44.
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 32 (10203 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (3803.990000 sec): 2 clusters
  Score: Raw -1241670.255014 + Penalty 1499.946024 = -1240170.308990
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (3804.200000 sec): 3 clusters
  Score: Raw -1235871.586221 + Penalty 2999.892049 = -1232871.694172
  nChanged 4453
		SP:Iteration 1F (3804.420000 sec): 3 clusters
  Score: Raw -1238250.584729 + Penalty 2999.892049 = -1235250.692680
  nChanged 577
		SP:Iteration 2F (3804.570000 sec): 3 clusters
  Score: Raw -1238524.675241 + Penalty 2999.892049 = -1235524.783192
  nChanged 530
		SP:Iteration 3F (3804.770000 sec): 3 clusters
  Score: Raw -1238769.714257 + Penalty 2999.892049 = -1235769.822208
  nChanged 481
		SP:Iteration 4Q (3804.990000 sec): 3 clusters
  Score: Raw -1238988.812408 + Penalty 2999.892049 = -1235988.920359
  nChanged 437
		SP:Iteration 5Q (3805.250000 sec): 3 clusters
  Score: Raw -1239204.480273 + Penalty 2999.892049 = -1236204.588224
  nChanged 443
		SP:Iteration 6Q (3805.470000 sec): 3 clusters
  Score: Raw -1239457.473708 + Penalty 2999.892049 = -1236457.581659
  nChanged 497
		SP:Iteration 7Q (3805.700000 sec): 3 clusters
  Score: Raw -1239783.340391 + Penalty 2999.892049 = -1236783.448342
  nChanged 531
		SP:Iteration 8F (3805.930000 sec): 3 clusters
  Score: Raw -1240252.828023 + Penalty 2999.892049 = -1237252.935974
  nChanged 554
		SP:Iteration 9F (3806.130000 sec): 3 clusters
  Score: Raw -1240824.213085 + Penalty 2999.892049 = -1237824.321036
  nChanged 530
		SP:Iteration 10F (3806.410000 sec): 3 clusters
  Score: Raw -1241311.172352 + Penalty 2999.892049 = -1238311.280303
  nChanged 451
		SP:Iteration 11Q (3806.580000 sec): 3 clusters
  Score: Raw -1241591.736423 + Penalty 2999.892049 = -1238591.844374
  nChanged 326
		SP:Iteration 12Q (3806.830000 sec): 3 clusters
  Score: Raw -1241741.134429 + Penalty 2999.892049 = -1238741.242380
  nChanged 220
		SP:Iteration 13Q (3807.040000 sec): 3 clusters
  Score: Raw -1241817.551421 + Penalty 2999.892049 = -1238817.659372
  nChanged 164
		SP:Iteration 14Q (3807.280000 sec): 3 clusters
  Score: Raw -1241866.655521 + Penalty 2999.892049 = -1238866.763472
  nChanged 113
		SP:Iteration 15Q (3807.540000 sec): 3 clusters
  Score: Raw -1241899.671706 + Penalty 2999.892049 = -1238899.779657
  nChanged 95
		SP:Iteration 16Q (3807.750000 sec): 3 clusters
  Score: Raw -1241924.467131 + Penalty 2999.892049 = -1238924.575082
  nChanged 92
		SP:Iteration 17Q (3807.980000 sec): 3 clusters
  Score: Raw -1241943.190421 + Penalty 2999.892049 = -1238943.298372
  nChanged 69
		SP:Iteration 18Q (3808.150000 sec): 3 clusters
  Score: Raw -1241960.047054 + Penalty 2999.892049 = -1238960.155005
  nChanged 65
		SP:Iteration 19Q (3808.440000 sec): 3 clusters
  Score: Raw -1241974.750643 + Penalty 2999.892049 = -1238974.858594
  nChanged 49
		SP:Iteration 20F (3808.560000 sec): 3 clusters
  Score: Raw -1241983.993821 + Penalty 2999.892049 = -1238984.101772
  nChanged 45
		SP:Iteration 21Q (3808.810000 sec): 3 clusters
  Score: Raw -1241993.377588 + Penalty 2999.892049 = -1238993.485539
  nChanged 50
		SP:Iteration 22Q (3809.090000 sec): 3 clusters
  Score: Raw -1242006.655761 + Penalty 2999.892049 = -1239006.763712
  nChanged 63
		SP:Iteration 23Q (3809.290000 sec): 3 clusters
  Score: Raw -1242022.005065 + Penalty 2999.892049 = -1239022.113016
  nChanged 62
		SP:Iteration 24Q (3809.490000 sec): 3 clusters
  Score: Raw -1242038.446509 + Penalty 2999.892049 = -1239038.554460
  nChanged 79
		SP:Iteration 25Q (3809.710000 sec): 3 clusters
  Score: Raw -1242061.984054 + Penalty 2999.892049 = -1239062.092005
  nChanged 96
		SP:Iteration 26Q (3809.930000 sec): 3 clusters
  Score: Raw -1242093.949112 + Penalty 2999.892049 = -1239094.057064
  nChanged 118
		SP:Iteration 27Q (3810.110000 sec): 3 clusters
  Score: Raw -1242136.795218 + Penalty 2999.892049 = -1239136.903169
  nChanged 109
		SP:Iteration 28Q (3810.360000 sec): 3 clusters
  Score: Raw -1242193.132056 + Penalty 2999.892049 = -1239193.240007
  nChanged 143
		SP:Iteration 29Q (3810.570000 sec): 3 clusters
  Score: Raw -1242266.608648 + Penalty 2999.892049 = -1239266.716599
  nChanged 145
		SP:Iteration 30Q (3810.760000 sec): 3 clusters
  Score: Raw -1242344.620143 + Penalty 2999.892049 = -1239344.728094
  nChanged 145
		SP:Iteration 31Q (3810.940000 sec): 3 clusters
  Score: Raw -1242437.641932 + Penalty 2999.892049 = -1239437.749883
  nChanged 146
		SP:Iteration 32Q (3811.140000 sec): 3 clusters
  Score: Raw -1242539.444138 + Penalty 2999.892049 = -1239539.552089
  nChanged 143
		SP:Iteration 33Q (3811.290000 sec): 3 clusters
  Score: Raw -1242653.092678 + Penalty 2999.892049 = -1239653.200629
  nChanged 143
		SP:Iteration 34Q (3811.480000 sec): 3 clusters
  Score: Raw -1242777.481367 + Penalty 2999.892049 = -1239777.589318
  nChanged 156
		SP:Iteration 35Q (3811.740000 sec): 3 clusters
  Score: Raw -1242919.908157 + Penalty 2999.892049 = -1239920.016108
  nChanged 125
		SP:Iteration 36Q (3811.900000 sec): 3 clusters
  Score: Raw -1243038.925006 + Penalty 2999.892049 = -1240039.032957
  nChanged 108
		SP:Iteration 37Q (3812.090000 sec): 3 clusters
  Score: Raw -1243130.732348 + Penalty 2999.892049 = -1240130.840299
  nChanged 108
		SP:Iteration 38Q (3812.330000 sec): 3 clusters
  Score: Raw -1243221.561900 + Penalty 2999.892049 = -1240221.669851
  nChanged 77
		SP:Iteration 39Q (3812.520000 sec): 3 clusters
  Score: Raw -1243268.322333 + Penalty 2999.892049 = -1240268.430284
  nChanged 78
		SP:Iteration 40F (3812.720000 sec): 3 clusters
  Score: Raw -1243326.013241 + Penalty 2999.892049 = -1240326.121192
  nChanged 73
		SP:Iteration 41Q (3812.970000 sec): 3 clusters
  Score: Raw -1243356.553045 + Penalty 2999.892049 = -1240356.660996
  nChanged 58
		SP:Iteration 42Q (3813.200000 sec): 3 clusters
  Score: Raw -1243371.625270 + Penalty 2999.892049 = -1240371.733221
  nChanged 37
		SP:Iteration 43Q (3813.360000 sec): 3 clusters
  Score: Raw -1243379.960076 + Penalty 2999.892049 = -1240380.068027
  nChanged 23
		SP:Iteration 44Q (3813.620000 sec): 3 clusters
  Score: Raw -1243385.890575 + Penalty 2999.892049 = -1240385.998526
  nChanged 24
		SP:Iteration 45Q (3813.790000 sec): 3 clusters
  Score: Raw -1243391.328586 + Penalty 2999.892049 = -1240391.436537
  nChanged 16
		SP:Iteration 46Q (3813.990000 sec): 3 clusters
  Score: Raw -1243394.500946 + Penalty 2999.892049 = -1240394.608897
  nChanged 13
		SP:Iteration 47Q (3814.170000 sec): 3 clusters
  Score: Raw -1243397.186041 + Penalty 2999.892049 = -1240397.293992
  nChanged 20
		SP:Iteration 48Q (3814.380000 sec): 3 clusters
  Score: Raw -1243401.120200 + Penalty 2999.892049 = -1240401.228151
  nChanged 14
		SP:Iteration 49Q (3814.580000 sec): 3 clusters
  Score: Raw -1243403.353494 + Penalty 2999.892049 = -1240403.461445
  nChanged 12
		SP:Iteration 50Q (3814.790000 sec): 3 clusters
  Score: Raw -1243406.217467 + Penalty 2999.892049 = -1240406.325419
  nChanged 11
		SP:Iteration 51Q (3815.000000 sec): 3 clusters
  Score: Raw -1243408.318188 + Penalty 2999.892049 = -1240408.426139
  nChanged 11
		SP:Iteration 52Q (3815.230000 sec): 3 clusters
  Score: Raw -1243410.248900 + Penalty 2999.892049 = -1240410.356852
  nChanged 8
		SP:Iteration 53Q (3815.430000 sec): 3 clusters
  Score: Raw -1243411.458554 + Penalty 2999.892049 = -1240411.566505
  nChanged 13
		SP:Iteration 54Q (3815.670000 sec): 3 clusters
  Score: Raw -1243413.999679 + Penalty 2999.892049 = -1240414.107630
  nChanged 10
		SP:Iteration 55Q (3815.790000 sec): 3 clusters
  Score: Raw -1243415.092283 + Penalty 2999.892049 = -1240415.200234
  nChanged 7
		SP:Iteration 56Q (3816.000000 sec): 3 clusters
  Score: Raw -1243415.908604 + Penalty 2999.892049 = -1240416.016555
  nChanged 6
		SP:Iteration 57Q (3816.210000 sec): 3 clusters
  Score: Raw -1243416.571101 + Penalty 2999.892049 = -1240416.679052
  nChanged 3
		SP:Iteration 58Q (3816.420000 sec): 3 clusters
  Score: Raw -1243417.008551 + Penalty 2999.892049 = -1240417.116502
  nChanged 4
		SP:Iteration 59Q (3816.620000 sec): 3 clusters
  Score: Raw -1243417.817300 + Penalty 2999.892049 = -1240417.925251
  nChanged 5
		SP:Iteration 60F (3816.830000 sec): 3 clusters
  Score: Raw -1243418.434257 + Penalty 2999.892049 = -1240418.542208
  nChanged 2
		SP:Iteration 61Q (3817.040000 sec): 3 clusters
  Score: Raw -1243418.588857 + Penalty 2999.892049 = -1240418.696808
  nChanged 1
		SP:Iteration 62Q (3817.230000 sec): 3 clusters
  Score: Raw -1243418.673018 + Penalty 2999.892049 = -1240418.780969
  nChanged 0
		SP:Iteration 63F (3817.380000 sec): 3 clusters
  Score: Raw -1243418.673018 + Penalty 2999.892049 = -1240418.780969
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 45.
Iteration 59Q (3891.540000 sec): 46 clusters
  Score: Raw -104603126.448871 + Penalty 100104.124197 = -104503022.324674
  nChanged 5479
Iteration 60F (3986.840000 sec): 46 clusters
  Score: Raw -104621905.943961 + Penalty 100104.124197 = -104521801.819764
  nChanged 5796
Iteration 61Q (4047.110000 sec): 46 clusters
  Score: Raw -104634829.505857 + Penalty 100104.124197 = -104534725.381660
  nChanged 3672
Iteration 62Q (4110.520000 sec): 46 clusters
  Score: Raw -104636794.600986 + Penalty 100104.124197 = -104536690.476788
  nChanged 2764
Iteration 63Q (4173.630000 sec): 46 clusters
  Score: Raw -104637827.175650 + Penalty 100104.124197 = -104537723.051452
  nChanged 2326
Iteration 64Q (4236.230000 sec): 46 clusters
  Score: Raw -104638498.130424 + Penalty 100104.124197 = -104538394.006226
  nChanged 2026
Iteration 65Q (4307.900000 sec): 46 clusters
  Score: Raw -104638987.584903 + Penalty 100104.124197 = -104538883.460705
  nChanged 1777
Iteration 66Q (4382.570000 sec): 46 clusters
  Score: Raw -104639359.937050 + Penalty 100104.124197 = -104539255.812853
  nChanged 1562
Iteration 67Q (4452.710000 sec): 46 clusters
  Score: Raw -104639683.476464 + Penalty 100104.124197 = -104539579.352266
  nChanged 1410
Iteration 68Q (4524.530000 sec): 46 clusters
  Score: Raw -104639914.019725 + Penalty 100104.124197 = -104539809.895527
  nChanged 1223
Iteration 69Q (4594.970000 sec): 46 clusters
  Score: Raw -104640081.235304 + Penalty 100104.124197 = -104539977.111106
  nChanged 1162
Iteration 70Q (4666.840000 sec): 46 clusters
  Score: Raw -104640223.743553 + Penalty 100104.124197 = -104540119.619356
  nChanged 1063
Iteration 71Q (4739.200000 sec): 46 clusters
  Score: Raw -104640334.181539 + Penalty 100104.124197 = -104540230.057341
  nChanged 919
Iteration 72Q (4809.010000 sec): 46 clusters
  Score: Raw -104640426.209548 + Penalty 100104.124197 = -104540322.085351
  nChanged 879
Iteration 73Q (4883.730000 sec): 46 clusters
  Score: Raw -104640496.727143 + Penalty 100104.124197 = -104540392.602946
  nChanged 756
Iteration 74Q (4956.170000 sec): 46 clusters
  Score: Raw -104640552.396240 + Penalty 100104.124197 = -104540448.272043
  nChanged 670
Iteration 75Q (5028.060000 sec): 46 clusters
  Score: Raw -104640598.408015 + Penalty 100104.124197 = -104540494.283818
  nChanged 600
Iteration 76Q (5098.600000 sec): 46 clusters
  Score: Raw -104640639.227967 + Penalty 100104.124197 = -104540535.103769
  nChanged 557
Iteration 77Q (5173.140000 sec): 46 clusters
  Score: Raw -104640676.408864 + Penalty 100104.124197 = -104540572.284667
  nChanged 503
Iteration 78Q (5232.890000 sec): 46 clusters
  Score: Raw -104640709.509805 + Penalty 100104.124197 = -104540605.385608
  nChanged 465
Iteration 79Q (5303.360000 sec): 46 clusters
  Score: Raw -104640743.910634 + Penalty 100104.124197 = -104540639.786436
  nChanged 443
Iteration 80F (5398.960000 sec): 46 clusters
  Score: Raw -104645781.093932 + Penalty 100104.124197 = -104545676.969735
  nChanged 762
Iteration 81Q (5471.610000 sec): 46 clusters
  Score: Raw -104648056.768816 + Penalty 100104.124197 = -104547952.644619
  nChanged 543
Iteration 82Q (5545.240000 sec): 46 clusters
  Score: Raw -104648478.243623 + Penalty 100104.124197 = -104548374.119425
  nChanged 487
Iteration 83Q (5618.100000 sec): 46 clusters
  Score: Raw -104648872.973349 + Penalty 100104.124197 = -104548768.849152
  nChanged 464
Iteration 84Q (5689.130000 sec): 46 clusters
  Score: Raw -104649137.098426 + Penalty 100104.124197 = -104549032.974229
  nChanged 406
Iteration 85Q (5763.560000 sec): 46 clusters
  Score: Raw -104649328.633919 + Penalty 100104.124197 = -104549224.509722
  nChanged 391
Iteration 86Q (5835.980000 sec): 46 clusters
  Score: Raw -104649452.465730 + Penalty 100104.124197 = -104549348.341533
  nChanged 410
Iteration 87Q (5908.610000 sec): 46 clusters
  Score: Raw -104649503.276536 + Penalty 100104.124197 = -104549399.152338
  nChanged 395
Iteration 88Q (5982.210000 sec): 46 clusters
  Score: Raw -104649539.877022 + Penalty 100104.124197 = -104549435.752824
  nChanged 401
Iteration 89Q (6054.170000 sec): 46 clusters
  Score: Raw -104649569.281454 + Penalty 100104.124197 = -104549465.157256
  nChanged 380
Iteration 90Q (6124.180000 sec): 46 clusters
  Score: Raw -104649592.328144 + Penalty 100104.124197 = -104549488.203947
  nChanged 361
Iteration 91Q (6201.820000 sec): 46 clusters
  Score: Raw -104649611.847985 + Penalty 100104.124197 = -104549507.723787
  nChanged 329
Iteration 92Q (6281.840000 sec): 46 clusters
  Score: Raw -104649629.357305 + Penalty 100104.124197 = -104549525.233107
  nChanged 274
Iteration 93Q (6362.460000 sec): 46 clusters
  Score: Raw -104649643.168808 + Penalty 100104.124197 = -104549539.044611
  nChanged 271
Iteration 94Q (6441.170000 sec): 46 clusters
  Score: Raw -104649657.678123 + Penalty 100104.124197 = -104549553.553925
  nChanged 289
Iteration 95Q (6519.050000 sec): 46 clusters
  Score: Raw -104649674.982978 + Penalty 100104.124197 = -104549570.858780
  nChanged 292
Iteration 96Q (6591.570000 sec): 46 clusters
  Score: Raw -104649691.719207 + Penalty 100104.124197 = -104549587.595010
  nChanged 269
Iteration 97Q (6654.210000 sec): 46 clusters
  Score: Raw -104649707.748633 + Penalty 100104.124197 = -104549603.624435
  nChanged 236
Iteration 98Q (6716.450000 sec): 46 clusters
  Score: Raw -104649719.577438 + Penalty 100104.124197 = -104549615.453241
  nChanged 220
Writing temp clu file 
Because OldScore, -104549603.624435, is greater than current (better) Score,-104549615.453241 
 Compute initial score before splitting:   Score: Raw -104649719.577438 + Penalty 100104.124197 = -104549615.453241
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 1 (11435 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6716.720000 sec): 2 clusters
  Score: Raw -1358932.302404 + Penalty 1518.470542 = -1357413.831862
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6716.870000 sec): 3 clusters
  Score: Raw -1352264.700976 + Penalty 3036.941085 = -1349227.759892
  nChanged 5051
		SP:Iteration 1F (6717.070000 sec): 3 clusters
  Score: Raw -1354862.914636 + Penalty 3036.941085 = -1351825.973552
  nChanged 571
		SP:Iteration 2Q (6717.300000 sec): 3 clusters
  Score: Raw -1355095.539756 + Penalty 3036.941085 = -1352058.598672
  nChanged 571
		SP:Iteration 3Q (6717.480000 sec): 3 clusters
  Score: Raw -1355313.418717 + Penalty 3036.941085 = -1352276.477633
  nChanged 481
		SP:Iteration 4Q (6717.700000 sec): 3 clusters
  Score: Raw -1355514.702661 + Penalty 3036.941085 = -1352477.761576
  nChanged 475
		SP:Iteration 5Q (6717.970000 sec): 3 clusters
  Score: Raw -1355721.802930 + Penalty 3036.941085 = -1352684.861846
  nChanged 447
		SP:Iteration 6Q (6718.140000 sec): 3 clusters
  Score: Raw -1355907.397516 + Penalty 3036.941085 = -1352870.456431
  nChanged 417
		SP:Iteration 7Q (6718.290000 sec): 3 clusters
  Score: Raw -1356104.234943 + Penalty 3036.941085 = -1353067.293858
  nChanged 424
		SP:Iteration 8Q (6718.490000 sec): 3 clusters
  Score: Raw -1356297.808524 + Penalty 3036.941085 = -1353260.867439
  nChanged 390
		SP:Iteration 9Q (6718.670000 sec): 3 clusters
  Score: Raw -1356501.187085 + Penalty 3036.941085 = -1353464.246000
  nChanged 436
		SP:Iteration 10Q (6718.850000 sec): 3 clusters
  Score: Raw -1356742.310292 + Penalty 3036.941085 = -1353705.369208
  nChanged 446
		SP:Iteration 11Q (6719.010000 sec): 3 clusters
  Score: Raw -1357016.960730 + Penalty 3036.941085 = -1353980.019645
  nChanged 441
		SP:Iteration 12Q (6719.240000 sec): 3 clusters
  Score: Raw -1357280.153048 + Penalty 3036.941085 = -1354243.211964
  nChanged 434
		SP:Iteration 13Q (6719.430000 sec): 3 clusters
  Score: Raw -1357541.397699 + Penalty 3036.941085 = -1354504.456614
  nChanged 439
		SP:Iteration 14Q (6719.630000 sec): 3 clusters
  Score: Raw -1357847.343527 + Penalty 3036.941085 = -1354810.402443
  nChanged 435
		SP:Iteration 15Q (6719.850000 sec): 3 clusters
  Score: Raw -1358160.507780 + Penalty 3036.941085 = -1355123.566695
  nChanged 420
		SP:Iteration 16Q (6720.060000 sec): 3 clusters
  Score: Raw -1358430.413200 + Penalty 3036.941085 = -1355393.472116
  nChanged 329
		SP:Iteration 17Q (6720.270000 sec): 3 clusters
  Score: Raw -1358604.274940 + Penalty 3036.941085 = -1355567.333855
  nChanged 243
		SP:Iteration 18Q (6720.460000 sec): 3 clusters
  Score: Raw -1358726.960551 + Penalty 3036.941085 = -1355690.019466
  nChanged 218
		SP:Iteration 19Q (6720.710000 sec): 3 clusters
  Score: Raw -1358825.696627 + Penalty 3036.941085 = -1355788.755543
  nChanged 195
		SP:Iteration 20F (6720.910000 sec): 3 clusters
  Score: Raw -1358911.189258 + Penalty 3036.941085 = -1355874.248174
  nChanged 172
		SP:Iteration 21Q (6721.130000 sec): 3 clusters
  Score: Raw -1358985.353532 + Penalty 3036.941085 = -1355948.412448
  nChanged 145
		SP:Iteration 22Q (6721.330000 sec): 3 clusters
  Score: Raw -1359043.303897 + Penalty 3036.941085 = -1356006.362812
  nChanged 127
		SP:Iteration 23Q (6721.570000 sec): 3 clusters
  Score: Raw -1359090.339442 + Penalty 3036.941085 = -1356053.398357
  nChanged 91
		SP:Iteration 24Q (6721.770000 sec): 3 clusters
  Score: Raw -1359125.096322 + Penalty 3036.941085 = -1356088.155237
  nChanged 90
		SP:Iteration 25Q (6721.990000 sec): 3 clusters
  Score: Raw -1359156.387731 + Penalty 3036.941085 = -1356119.446647
  nChanged 80
		SP:Iteration 26Q (6722.230000 sec): 3 clusters
  Score: Raw -1359181.146633 + Penalty 3036.941085 = -1356144.205549
  nChanged 78
		SP:Iteration 27Q (6722.450000 sec): 3 clusters
  Score: Raw -1359203.441393 + Penalty 3036.941085 = -1356166.500309
  nChanged 54
		SP:Iteration 28Q (6722.650000 sec): 3 clusters
  Score: Raw -1359217.180670 + Penalty 3036.941085 = -1356180.239585
  nChanged 55
		SP:Iteration 29Q (6722.860000 sec): 3 clusters
  Score: Raw -1359230.418454 + Penalty 3036.941085 = -1356193.477369
  nChanged 43
		SP:Iteration 30Q (6723.090000 sec): 3 clusters
  Score: Raw -1359240.043302 + Penalty 3036.941085 = -1356203.102217
  nChanged 34
		SP:Iteration 31Q (6723.320000 sec): 3 clusters
  Score: Raw -1359248.437109 + Penalty 3036.941085 = -1356211.496024
  nChanged 36
		SP:Iteration 32Q (6723.510000 sec): 3 clusters
  Score: Raw -1359257.890199 + Penalty 3036.941085 = -1356220.949115
  nChanged 43
		SP:Iteration 33Q (6723.740000 sec): 3 clusters
  Score: Raw -1359269.829948 + Penalty 3036.941085 = -1356232.888864
  nChanged 37
		SP:Iteration 34Q (6723.950000 sec): 3 clusters
  Score: Raw -1359281.161685 + Penalty 3036.941085 = -1356244.220601
  nChanged 34
		SP:Iteration 35Q (6724.160000 sec): 3 clusters
  Score: Raw -1359290.676086 + Penalty 3036.941085 = -1356253.735001
  nChanged 35
		SP:Iteration 36Q (6724.390000 sec): 3 clusters
  Score: Raw -1359299.279589 + Penalty 3036.941085 = -1356262.338504
  nChanged 25
		SP:Iteration 37Q (6724.610000 sec): 3 clusters
  Score: Raw -1359305.216154 + Penalty 3036.941085 = -1356268.275069
  nChanged 22
		SP:Iteration 38Q (6724.890000 sec): 3 clusters
  Score: Raw -1359311.294067 + Penalty 3036.941085 = -1356274.352982
  nChanged 32
		SP:Iteration 39Q (6725.060000 sec): 3 clusters
  Score: Raw -1359321.873451 + Penalty 3036.941085 = -1356284.932366
  nChanged 32
		SP:Iteration 40F (6725.280000 sec): 3 clusters
  Score: Raw -1359332.314168 + Penalty 3036.941085 = -1356295.373083
  nChanged 32
		SP:Iteration 41Q (6725.510000 sec): 3 clusters
  Score: Raw -1359341.586463 + Penalty 3036.941085 = -1356304.645378
  nChanged 32
		SP:Iteration 42Q (6725.750000 sec): 3 clusters
  Score: Raw -1359352.347855 + Penalty 3036.941085 = -1356315.406771
  nChanged 39
		SP:Iteration 43Q (6725.950000 sec): 3 clusters
  Score: Raw -1359365.737062 + Penalty 3036.941085 = -1356328.795977
  nChanged 37
		SP:Iteration 44Q (6726.130000 sec): 3 clusters
  Score: Raw -1359378.622573 + Penalty 3036.941085 = -1356341.681488
  nChanged 38
		SP:Iteration 45Q (6726.360000 sec): 3 clusters
  Score: Raw -1359393.399300 + Penalty 3036.941085 = -1356356.458215
  nChanged 31
		SP:Iteration 46Q (6726.610000 sec): 3 clusters
  Score: Raw -1359402.996672 + Penalty 3036.941085 = -1356366.055587
  nChanged 24
		SP:Iteration 47Q (6726.840000 sec): 3 clusters
  Score: Raw -1359409.490992 + Penalty 3036.941085 = -1356372.549907
  nChanged 18
		SP:Iteration 48Q (6727.010000 sec): 3 clusters
  Score: Raw -1359414.840827 + Penalty 3036.941085 = -1356377.899742
  nChanged 10
		SP:Iteration 49Q (6727.250000 sec): 3 clusters
  Score: Raw -1359417.060731 + Penalty 3036.941085 = -1356380.119647
  nChanged 9
		SP:Iteration 50Q (6727.470000 sec): 3 clusters
  Score: Raw -1359419.057775 + Penalty 3036.941085 = -1356382.116691
  nChanged 4
		SP:Iteration 51Q (6727.710000 sec): 3 clusters
  Score: Raw -1359419.760386 + Penalty 3036.941085 = -1356382.819301
  nChanged 3
		SP:Iteration 52Q (6727.930000 sec): 3 clusters
  Score: Raw -1359420.716524 + Penalty 3036.941085 = -1356383.775439
  nChanged 5
		SP:Iteration 53Q (6728.200000 sec): 3 clusters
  Score: Raw -1359421.627870 + Penalty 3036.941085 = -1356384.686786
  nChanged 3
		SP:Iteration 54Q (6728.430000 sec): 3 clusters
  Score: Raw -1359423.013483 + Penalty 3036.941085 = -1356386.072399
  nChanged 6
		SP:Iteration 55Q (6728.610000 sec): 3 clusters
  Score: Raw -1359424.201906 + Penalty 3036.941085 = -1356387.260821
  nChanged 2
		SP:Iteration 56Q (6728.810000 sec): 3 clusters
  Score: Raw -1359424.520983 + Penalty 3036.941085 = -1356387.579899
  nChanged 2
		SP:Iteration 57Q (6729.030000 sec): 3 clusters
  Score: Raw -1359424.742126 + Penalty 3036.941085 = -1356387.801041
  nChanged 0
		SP:Iteration 58F (6729.190000 sec): 3 clusters
  Score: Raw -1359424.742126 + Penalty 3036.941085 = -1356387.801041
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 2 (34598 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6729.500000 sec): 2 clusters
  Score: Raw -4349949.104495 + Penalty 1698.377063 = -4348250.727432
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6729.820000 sec): 3 clusters
  Score: Raw -4328504.680638 + Penalty 3396.754126 = -4325107.926512
  nChanged 16119
		SP:Iteration 1F (6730.170000 sec): 3 clusters
  Score: Raw -4337540.826117 + Penalty 3396.754126 = -4334144.071991
  nChanged 1775
		SP:Iteration 2F (6730.530000 sec): 3 clusters
  Score: Raw -4338339.681502 + Penalty 3396.754126 = -4334942.927376
  nChanged 2001
		SP:Iteration 3F (6730.900000 sec): 3 clusters
  Score: Raw -4339387.796679 + Penalty 3396.754126 = -4335991.042554
  nChanged 2124
		SP:Iteration 4F (6731.210000 sec): 3 clusters
  Score: Raw -4340528.233595 + Penalty 3396.754126 = -4337131.479469
  nChanged 2110
		SP:Iteration 5F (6731.610000 sec): 3 clusters
  Score: Raw -4341674.689370 + Penalty 3396.754126 = -4338277.935245
  nChanged 2036
		SP:Iteration 6F (6731.970000 sec): 3 clusters
  Score: Raw -4342767.874741 + Penalty 3396.754126 = -4339371.120615
  nChanged 1840
		SP:Iteration 7F (6732.300000 sec): 3 clusters
  Score: Raw -4343794.250777 + Penalty 3396.754126 = -4340397.496651
  nChanged 1671
		SP:Iteration 8Q (6732.700000 sec): 3 clusters
  Score: Raw -4344794.652307 + Penalty 3396.754126 = -4341397.898181
  nChanged 1496
		SP:Iteration 9Q (6733.020000 sec): 3 clusters
  Score: Raw -4345645.077752 + Penalty 3396.754126 = -4342248.323626
  nChanged 1201
		SP:Iteration 10Q (6733.360000 sec): 3 clusters
  Score: Raw -4346333.948235 + Penalty 3396.754126 = -4342937.194110
  nChanged 989
		SP:Iteration 11Q (6733.730000 sec): 3 clusters
  Score: Raw -4346955.866269 + Penalty 3396.754126 = -4343559.112143
  nChanged 874
		SP:Iteration 12Q (6734.110000 sec): 3 clusters
  Score: Raw -4347497.508803 + Penalty 3396.754126 = -4344100.754678
  nChanged 740
		SP:Iteration 13Q (6734.450000 sec): 3 clusters
  Score: Raw -4347924.423286 + Penalty 3396.754126 = -4344527.669160
  nChanged 589
		SP:Iteration 14Q (6734.800000 sec): 3 clusters
  Score: Raw -4348274.959435 + Penalty 3396.754126 = -4344878.205309
  nChanged 513
		SP:Iteration 15Q (6735.150000 sec): 3 clusters
  Score: Raw -4348604.596627 + Penalty 3396.754126 = -4345207.842502
  nChanged 474
		SP:Iteration 16Q (6735.530000 sec): 3 clusters
  Score: Raw -4348960.424109 + Penalty 3396.754126 = -4345563.669983
  nChanged 444
		SP:Iteration 17Q (6735.850000 sec): 3 clusters
  Score: Raw -4349340.111083 + Penalty 3396.754126 = -4345943.356958
  nChanged 409
		SP:Iteration 18Q (6736.260000 sec): 3 clusters
  Score: Raw -4349793.185895 + Penalty 3396.754126 = -4346396.431769
  nChanged 411
		SP:Iteration 19Q (6736.590000 sec): 3 clusters
  Score: Raw -4350260.606533 + Penalty 3396.754126 = -4346863.852407
  nChanged 388
		SP:Iteration 20F (6736.940000 sec): 3 clusters
  Score: Raw -4350631.236076 + Penalty 3396.754126 = -4347234.481951
  nChanged 329
		SP:Iteration 21Q (6737.240000 sec): 3 clusters
  Score: Raw -4350928.668154 + Penalty 3396.754126 = -4347531.914028
  nChanged 271
		SP:Iteration 22Q (6737.540000 sec): 3 clusters
  Score: Raw -4351125.084737 + Penalty 3396.754126 = -4347728.330612
  nChanged 197
		SP:Iteration 23Q (6737.920000 sec): 3 clusters
  Score: Raw -4351241.451254 + Penalty 3396.754126 = -4347844.697129
  nChanged 116
		SP:Iteration 24Q (6738.190000 sec): 3 clusters
  Score: Raw -4351289.428147 + Penalty 3396.754126 = -4347892.674021
  nChanged 83
		SP:Iteration 25Q (6738.550000 sec): 3 clusters
  Score: Raw -4351317.180174 + Penalty 3396.754126 = -4347920.426048
  nChanged 53
		SP:Iteration 26Q (6738.900000 sec): 3 clusters
  Score: Raw -4351330.206595 + Penalty 3396.754126 = -4347933.452469
  nChanged 43
		SP:Iteration 27Q (6739.240000 sec): 3 clusters
  Score: Raw -4351340.047189 + Penalty 3396.754126 = -4347943.293063
  nChanged 26
		SP:Iteration 28Q (6739.570000 sec): 3 clusters
  Score: Raw -4351345.742896 + Penalty 3396.754126 = -4347948.988771
  nChanged 17
		SP:Iteration 29Q (6739.870000 sec): 3 clusters
  Score: Raw -4351347.915069 + Penalty 3396.754126 = -4347951.160943
  nChanged 14
		SP:Iteration 30Q (6740.180000 sec): 3 clusters
  Score: Raw -4351349.572165 + Penalty 3396.754126 = -4347952.818039
  nChanged 6
		SP:Iteration 31Q (6740.490000 sec): 3 clusters
  Score: Raw -4351350.311211 + Penalty 3396.754126 = -4347953.557085
  nChanged 8
		SP:Iteration 32Q (6740.810000 sec): 3 clusters
  Score: Raw -4351351.254562 + Penalty 3396.754126 = -4347954.500437
  nChanged 8
		SP:Iteration 33Q (6741.170000 sec): 3 clusters
  Score: Raw -4351352.299763 + Penalty 3396.754126 = -4347955.545637
  nChanged 8
		SP:Iteration 34Q (6741.490000 sec): 3 clusters
  Score: Raw -4351353.097409 + Penalty 3396.754126 = -4347956.343283
  nChanged 6
		SP:Iteration 35Q (6741.850000 sec): 3 clusters
  Score: Raw -4351353.806223 + Penalty 3396.754126 = -4347957.052097
  nChanged 4
		SP:Iteration 36Q (6742.140000 sec): 3 clusters
  Score: Raw -4351354.625924 + Penalty 3396.754126 = -4347957.871798
  nChanged 4
		SP:Iteration 37Q (6742.530000 sec): 3 clusters
  Score: Raw -4351355.405221 + Penalty 3396.754126 = -4347958.651096
  nChanged 6
		SP:Iteration 38Q (6742.860000 sec): 3 clusters
  Score: Raw -4351356.459313 + Penalty 3396.754126 = -4347959.705187
  nChanged 6
		SP:Iteration 39Q (6743.150000 sec): 3 clusters
  Score: Raw -4351357.218323 + Penalty 3396.754126 = -4347960.464198
  nChanged 2
		SP:Iteration 40F (6743.500000 sec): 3 clusters
  Score: Raw -4351357.517669 + Penalty 3396.754126 = -4347960.763543
  nChanged 3
		SP:Iteration 41Q (6743.830000 sec): 3 clusters
  Score: Raw -4351357.751788 + Penalty 3396.754126 = -4347960.997662
  nChanged 1
		SP:Iteration 42Q (6744.120000 sec): 3 clusters
  Score: Raw -4351357.886631 + Penalty 3396.754126 = -4347961.132505
  nChanged 0
		SP:Iteration 43F (6744.510000 sec): 3 clusters
  Score: Raw -4351357.886631 + Penalty 3396.754126 = -4347961.132505
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 3 (754 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6744.590000 sec): 2 clusters
  Score: Raw -60245.622108 + Penalty 1076.626260 = -59168.995848
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6744.760000 sec): 3 clusters
  Score: Raw -60208.053602 + Penalty 2153.252520 = -58054.801083
  nChanged 248
		SP:Iteration 1F (6744.900000 sec): 3 clusters
  Score: Raw -60953.575937 + Penalty 2153.252520 = -58800.323417
  nChanged 82
		SP:Iteration 2F (6745.000000 sec): 3 clusters
  Score: Raw -61368.822196 + Penalty 2153.252520 = -59215.569676
  nChanged 56
		SP:Iteration 3F (6745.090000 sec): 3 clusters
  Score: Raw -61720.997941 + Penalty 2153.252520 = -59567.745421
  nChanged 44
		SP:Iteration 4F (6745.190000 sec): 3 clusters
  Score: Raw -61977.774353 + Penalty 2153.252520 = -59824.521834
  nChanged 31
		SP:Iteration 5Q (6745.290000 sec): 3 clusters
  Score: Raw -62120.034774 + Penalty 2153.252520 = -59966.782254
  nChanged 20
		SP:Iteration 6Q (6745.430000 sec): 3 clusters
  Score: Raw -62182.397652 + Penalty 2153.252520 = -60029.145132
  nChanged 12
		SP:Iteration 7Q (6745.560000 sec): 3 clusters
  Score: Raw -62209.714747 + Penalty 2153.252520 = -60056.462227
  nChanged 16
		SP:Iteration 8Q (6745.690000 sec): 3 clusters
  Score: Raw -62258.248295 + Penalty 2153.252520 = -60104.995775
  nChanged 7
		SP:Iteration 9Q (6745.820000 sec): 3 clusters
  Score: Raw -62282.802224 + Penalty 2153.252520 = -60129.549705
  nChanged 6
		SP:Iteration 10Q (6745.930000 sec): 3 clusters
  Score: Raw -62301.647149 + Penalty 2153.252520 = -60148.394629
  nChanged 3
		SP:Iteration 11Q (6746.100000 sec): 3 clusters
  Score: Raw -62305.698198 + Penalty 2153.252520 = -60152.445679
  nChanged 4
		SP:Iteration 12Q (6746.230000 sec): 3 clusters
  Score: Raw -62314.357149 + Penalty 2153.252520 = -60161.104629
  nChanged 3
		SP:Iteration 13Q (6746.370000 sec): 3 clusters
  Score: Raw -62321.021903 + Penalty 2153.252520 = -60167.769383
  nChanged 4
		SP:Iteration 14Q (6746.520000 sec): 3 clusters
  Score: Raw -62324.379029 + Penalty 2153.252520 = -60171.126509
  nChanged 1
		SP:Iteration 15Q (6746.670000 sec): 3 clusters
  Score: Raw -62325.143951 + Penalty 2153.252520 = -60171.891431
  nChanged 0
		SP:Iteration 16F (6746.770000 sec): 3 clusters
  Score: Raw -62326.413487 + Penalty 2153.252520 = -60173.160967
  nChanged 1
		SP:Iteration 17Q (6746.890000 sec): 3 clusters
  Score: Raw -62331.740704 + Penalty 2153.252520 = -60178.488184
  nChanged 2
		SP:Iteration 18Q (6747.030000 sec): 3 clusters
  Score: Raw -62343.878199 + Penalty 2153.252520 = -60190.625679
  nChanged 3
		SP:Iteration 19Q (6747.130000 sec): 3 clusters
  Score: Raw -62356.265561 + Penalty 2153.252520 = -60203.013042
  nChanged 3
		SP:Iteration 20F (6747.260000 sec): 3 clusters
  Score: Raw -62367.302940 + Penalty 2153.252520 = -60214.050420
  nChanged 2
		SP:Iteration 21Q (6747.340000 sec): 3 clusters
  Score: Raw -62371.534151 + Penalty 2153.252520 = -60218.281632
  nChanged 1
		SP:Iteration 22Q (6747.490000 sec): 3 clusters
  Score: Raw -62371.956959 + Penalty 2153.252520 = -60218.704440
  nChanged 0
		SP:Iteration 23F (6747.590000 sec): 3 clusters
  Score: Raw -62371.956959 + Penalty 2153.252520 = -60218.704440
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 46.
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 4 (1519 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6747.680000 sec): 2 clusters
  Score: Raw -170181.787740 + Penalty 1190.443719 = -168991.344021
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6747.820000 sec): 3 clusters
  Score: Raw -169583.091953 + Penalty 2380.887438 = -167202.204514
  nChanged 528
		SP:Iteration 1F (6747.960000 sec): 3 clusters
  Score: Raw -170131.993607 + Penalty 2380.887438 = -167751.106169
  nChanged 171
		SP:Iteration 2F (6748.110000 sec): 3 clusters
  Score: Raw -170427.973188 + Penalty 2380.887438 = -168047.085750
  nChanged 126
		SP:Iteration 3F (6748.250000 sec): 3 clusters
  Score: Raw -170591.358460 + Penalty 2380.887438 = -168210.471022
  nChanged 86
		SP:Iteration 4F (6748.380000 sec): 3 clusters
  Score: Raw -170685.259927 + Penalty 2380.887438 = -168304.372488
  nChanged 47
		SP:Iteration 5Q (6748.540000 sec): 3 clusters
  Score: Raw -170736.795140 + Penalty 2380.887438 = -168355.907702
  nChanged 45
		SP:Iteration 6Q (6748.670000 sec): 3 clusters
  Score: Raw -170777.516704 + Penalty 2380.887438 = -168396.629265
  nChanged 29
		SP:Iteration 7Q (6748.780000 sec): 3 clusters
  Score: Raw -170798.861081 + Penalty 2380.887438 = -168417.973643
  nChanged 13
		SP:Iteration 8Q (6748.930000 sec): 3 clusters
  Score: Raw -170808.620733 + Penalty 2380.887438 = -168427.733295
  nChanged 10
		SP:Iteration 9Q (6749.060000 sec): 3 clusters
  Score: Raw -170815.819939 + Penalty 2380.887438 = -168434.932501
  nChanged 12
		SP:Iteration 10Q (6749.210000 sec): 3 clusters
  Score: Raw -170825.554009 + Penalty 2380.887438 = -168444.666571
  nChanged 13
		SP:Iteration 11Q (6749.350000 sec): 3 clusters
  Score: Raw -170838.416179 + Penalty 2380.887438 = -168457.528741
  nChanged 18
		SP:Iteration 12Q (6749.500000 sec): 3 clusters
  Score: Raw -170852.026313 + Penalty 2380.887438 = -168471.138875
  nChanged 16
		SP:Iteration 13Q (6749.660000 sec): 3 clusters
  Score: Raw -170864.579532 + Penalty 2380.887438 = -168483.692094
  nChanged 16
		SP:Iteration 14Q (6749.830000 sec): 3 clusters
  Score: Raw -170882.933256 + Penalty 2380.887438 = -168502.045817
  nChanged 14
		SP:Iteration 15Q (6749.970000 sec): 3 clusters
  Score: Raw -170894.019632 + Penalty 2380.887438 = -168513.132194
  nChanged 14
		SP:Iteration 16Q (6750.130000 sec): 3 clusters
  Score: Raw -170904.742324 + Penalty 2380.887438 = -168523.854886
  nChanged 13
		SP:Iteration 17Q (6750.290000 sec): 3 clusters
  Score: Raw -170915.939568 + Penalty 2380.887438 = -168535.052130
  nChanged 16
		SP:Iteration 18Q (6750.420000 sec): 3 clusters
  Score: Raw -170924.009350 + Penalty 2380.887438 = -168543.121911
  nChanged 10
		SP:Iteration 19Q (6750.590000 sec): 3 clusters
  Score: Raw -170929.497582 + Penalty 2380.887438 = -168548.610144
  nChanged 11
		SP:Iteration 20F (6750.730000 sec): 3 clusters
  Score: Raw -170935.484185 + Penalty 2380.887438 = -168554.596747
  nChanged 12
		SP:Iteration 21Q (6750.870000 sec): 3 clusters
  Score: Raw -170941.286202 + Penalty 2380.887438 = -168560.398764
  nChanged 8
		SP:Iteration 22Q (6751.010000 sec): 3 clusters
  Score: Raw -170945.688048 + Penalty 2380.887438 = -168564.800609
  nChanged 13
		SP:Iteration 23Q (6751.130000 sec): 3 clusters
  Score: Raw -170959.658391 + Penalty 2380.887438 = -168578.770953
  nChanged 18
		SP:Iteration 24Q (6751.310000 sec): 3 clusters
  Score: Raw -170973.716091 + Penalty 2380.887438 = -168592.828653
  nChanged 14
		SP:Iteration 25Q (6751.450000 sec): 3 clusters
  Score: Raw -170987.073860 + Penalty 2380.887438 = -168606.186422
  nChanged 22
		SP:Iteration 26Q (6751.600000 sec): 3 clusters
  Score: Raw -171003.337716 + Penalty 2380.887438 = -168622.450277
  nChanged 16
		SP:Iteration 27Q (6751.760000 sec): 3 clusters
  Score: Raw -171016.545447 + Penalty 2380.887438 = -168635.658009
  nChanged 18
		SP:Iteration 28Q (6751.870000 sec): 3 clusters
  Score: Raw -171029.184850 + Penalty 2380.887438 = -168648.297411
  nChanged 18
		SP:Iteration 29Q (6752.010000 sec): 3 clusters
  Score: Raw -171044.849577 + Penalty 2380.887438 = -168663.962138
  nChanged 18
		SP:Iteration 30Q (6752.150000 sec): 3 clusters
  Score: Raw -171064.370163 + Penalty 2380.887438 = -168683.482725
  nChanged 10
		SP:Iteration 31Q (6752.300000 sec): 3 clusters
  Score: Raw -171078.841408 + Penalty 2380.887438 = -168697.953969
  nChanged 19
		SP:Iteration 32Q (6752.390000 sec): 3 clusters
  Score: Raw -171095.582331 + Penalty 2380.887438 = -168714.694893
  nChanged 10
		SP:Iteration 33Q (6752.590000 sec): 3 clusters
  Score: Raw -171103.504545 + Penalty 2380.887438 = -168722.617106
  nChanged 11
		SP:Iteration 34Q (6752.710000 sec): 3 clusters
  Score: Raw -171111.481048 + Penalty 2380.887438 = -168730.593609
  nChanged 7
		SP:Iteration 35Q (6752.830000 sec): 3 clusters
  Score: Raw -171118.930483 + Penalty 2380.887438 = -168738.043045
  nChanged 6
		SP:Iteration 36Q (6752.940000 sec): 3 clusters
  Score: Raw -171125.140897 + Penalty 2380.887438 = -168744.253459
  nChanged 4
		SP:Iteration 37Q (6753.090000 sec): 3 clusters
  Score: Raw -171127.196909 + Penalty 2380.887438 = -168746.309471
  nChanged 2
		SP:Iteration 38Q (6753.230000 sec): 3 clusters
  Score: Raw -171127.859628 + Penalty 2380.887438 = -168746.972190
  nChanged 1
		SP:Iteration 39Q (6753.390000 sec): 3 clusters
  Score: Raw -171128.388034 + Penalty 2380.887438 = -168747.500596
  nChanged 1
		SP:Iteration 40F (6753.510000 sec): 3 clusters
  Score: Raw -171130.717562 + Penalty 2380.887438 = -168749.830123
  nChanged 1
		SP:Iteration 41Q (6753.690000 sec): 3 clusters
  Score: Raw -171134.777090 + Penalty 2380.887438 = -168753.889652
  nChanged 3
		SP:Iteration 42Q (6753.770000 sec): 3 clusters
  Score: Raw -171141.674126 + Penalty 2380.887438 = -168760.786688
  nChanged 6
		SP:Iteration 43Q (6753.910000 sec): 3 clusters
  Score: Raw -171158.431930 + Penalty 2380.887438 = -168777.544492
  nChanged 12
		SP:Iteration 44Q (6754.030000 sec): 3 clusters
  Score: Raw -171181.375821 + Penalty 2380.887438 = -168800.488383
  nChanged 14
		SP:Iteration 45Q (6754.210000 sec): 3 clusters
  Score: Raw -171192.778576 + Penalty 2380.887438 = -168811.891138
  nChanged 4
		SP:Iteration 46Q (6754.320000 sec): 3 clusters
  Score: Raw -171195.629723 + Penalty 2380.887438 = -168814.742285
  nChanged 5
		SP:Iteration 47Q (6754.450000 sec): 3 clusters
  Score: Raw -171199.532334 + Penalty 2380.887438 = -168818.644895
  nChanged 2
		SP:Iteration 48Q (6754.580000 sec): 3 clusters
  Score: Raw -171200.182955 + Penalty 2380.887438 = -168819.295517
  nChanged 0
		SP:Iteration 49F (6754.670000 sec): 3 clusters
  Score: Raw -171200.182955 + Penalty 2380.887438 = -168819.295517
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 5 (5635 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6754.770000 sec): 2 clusters
  Score: Raw -680784.014222 + Penalty 1403.472269 = -679380.541952
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6754.940000 sec): 3 clusters
  Score: Raw -677837.164422 + Penalty 2806.944539 = -675030.219883
  nChanged 2240
		SP:Iteration 1F (6755.070000 sec): 3 clusters
  Score: Raw -679028.026657 + Penalty 2806.944539 = -676221.082118
  nChanged 428
		SP:Iteration 2F (6755.230000 sec): 3 clusters
  Score: Raw -679247.568618 + Penalty 2806.944539 = -676440.624079
  nChanged 305
		SP:Iteration 3F (6755.440000 sec): 3 clusters
  Score: Raw -679384.113231 + Penalty 2806.944539 = -676577.168693
  nChanged 245
		SP:Iteration 4Q (6755.570000 sec): 3 clusters
  Score: Raw -679482.142476 + Penalty 2806.944539 = -676675.197937
  nChanged 209
		SP:Iteration 5Q (6755.740000 sec): 3 clusters
  Score: Raw -679571.385346 + Penalty 2806.944539 = -676764.440807
  nChanged 177
		SP:Iteration 6Q (6755.920000 sec): 3 clusters
  Score: Raw -679641.039523 + Penalty 2806.944539 = -676834.094984
  nChanged 170
		SP:Iteration 7Q (6756.060000 sec): 3 clusters
  Score: Raw -679706.221210 + Penalty 2806.944539 = -676899.276672
  nChanged 168
		SP:Iteration 8Q (6756.240000 sec): 3 clusters
  Score: Raw -679772.340250 + Penalty 2806.944539 = -676965.395711
  nChanged 179
		SP:Iteration 9Q (6756.410000 sec): 3 clusters
  Score: Raw -679849.518315 + Penalty 2806.944539 = -677042.573777
  nChanged 163
		SP:Iteration 10Q (6756.570000 sec): 3 clusters
  Score: Raw -679931.087015 + Penalty 2806.944539 = -677124.142476
  nChanged 187
		SP:Iteration 11Q (6756.690000 sec): 3 clusters
  Score: Raw -680041.248426 + Penalty 2806.944539 = -677234.303888
  nChanged 232
		SP:Iteration 12Q (6756.840000 sec): 3 clusters
  Score: Raw -680197.624313 + Penalty 2806.944539 = -677390.679774
  nChanged 254
		SP:Iteration 13Q (6756.970000 sec): 3 clusters
  Score: Raw -680370.503215 + Penalty 2806.944539 = -677563.558676
  nChanged 237
		SP:Iteration 14Q (6757.130000 sec): 3 clusters
  Score: Raw -680521.268836 + Penalty 2806.944539 = -677714.324297
  nChanged 196
		SP:Iteration 15Q (6757.290000 sec): 3 clusters
  Score: Raw -680637.201577 + Penalty 2806.944539 = -677830.257038
  nChanged 156
		SP:Iteration 16Q (6757.430000 sec): 3 clusters
  Score: Raw -680723.627593 + Penalty 2806.944539 = -677916.683055
  nChanged 114
		SP:Iteration 17Q (6757.560000 sec): 3 clusters
  Score: Raw -680787.316398 + Penalty 2806.944539 = -677980.371860
  nChanged 113
		SP:Iteration 18Q (6757.700000 sec): 3 clusters
  Score: Raw -680848.749968 + Penalty 2806.944539 = -678041.805430
  nChanged 98
		SP:Iteration 19Q (6757.820000 sec): 3 clusters
  Score: Raw -680892.645307 + Penalty 2806.944539 = -678085.700769
  nChanged 67
		SP:Iteration 20F (6757.960000 sec): 3 clusters
  Score: Raw -680921.045078 + Penalty 2806.944539 = -678114.100540
  nChanged 53
		SP:Iteration 21Q (6758.160000 sec): 3 clusters
  Score: Raw -680942.626078 + Penalty 2806.944539 = -678135.681539
  nChanged 49
		SP:Iteration 22Q (6758.300000 sec): 3 clusters
  Score: Raw -680963.213892 + Penalty 2806.944539 = -678156.269353
  nChanged 41
		SP:Iteration 23Q (6758.480000 sec): 3 clusters
  Score: Raw -680979.584376 + Penalty 2806.944539 = -678172.639837
  nChanged 34
		SP:Iteration 24Q (6758.650000 sec): 3 clusters
  Score: Raw -680994.443504 + Penalty 2806.944539 = -678187.498965
  nChanged 37
		SP:Iteration 25Q (6758.780000 sec): 3 clusters
  Score: Raw -681011.087747 + Penalty 2806.944539 = -678204.143209
  nChanged 22
		SP:Iteration 26Q (6758.930000 sec): 3 clusters
  Score: Raw -681021.747466 + Penalty 2806.944539 = -678214.802928
  nChanged 23
		SP:Iteration 27Q (6759.130000 sec): 3 clusters
  Score: Raw -681034.897022 + Penalty 2806.944539 = -678227.952483
  nChanged 23
		SP:Iteration 28Q (6759.260000 sec): 3 clusters
  Score: Raw -681046.392176 + Penalty 2806.944539 = -678239.447638
  nChanged 26
		SP:Iteration 29Q (6759.450000 sec): 3 clusters
  Score: Raw -681055.858582 + Penalty 2806.944539 = -678248.914043
  nChanged 15
		SP:Iteration 30Q (6759.600000 sec): 3 clusters
  Score: Raw -681061.181014 + Penalty 2806.944539 = -678254.236476
  nChanged 11
		SP:Iteration 31Q (6759.780000 sec): 3 clusters
  Score: Raw -681065.224215 + Penalty 2806.944539 = -678258.279677
  nChanged 11
		SP:Iteration 32Q (6759.890000 sec): 3 clusters
  Score: Raw -681070.699708 + Penalty 2806.944539 = -678263.755170
  nChanged 10
		SP:Iteration 33Q (6760.090000 sec): 3 clusters
  Score: Raw -681076.085821 + Penalty 2806.944539 = -678269.141282
  nChanged 13
		SP:Iteration 34Q (6760.290000 sec): 3 clusters
  Score: Raw -681083.452209 + Penalty 2806.944539 = -678276.507670
  nChanged 13
		SP:Iteration 35Q (6760.440000 sec): 3 clusters
  Score: Raw -681090.408674 + Penalty 2806.944539 = -678283.464135
  nChanged 17
		SP:Iteration 36Q (6760.660000 sec): 3 clusters
  Score: Raw -681096.480572 + Penalty 2806.944539 = -678289.536034
  nChanged 13
		SP:Iteration 37Q (6760.820000 sec): 3 clusters
  Score: Raw -681102.261808 + Penalty 2806.944539 = -678295.317269
  nChanged 10
		SP:Iteration 38Q (6760.990000 sec): 3 clusters
  Score: Raw -681106.653300 + Penalty 2806.944539 = -678299.708761
  nChanged 10
		SP:Iteration 39Q (6761.160000 sec): 3 clusters
  Score: Raw -681110.351117 + Penalty 2806.944539 = -678303.406579
  nChanged 9
		SP:Iteration 40F (6761.330000 sec): 3 clusters
  Score: Raw -681113.506002 + Penalty 2806.944539 = -678306.561463
  nChanged 7
		SP:Iteration 41Q (6761.510000 sec): 3 clusters
  Score: Raw -681115.524433 + Penalty 2806.944539 = -678308.579894
  nChanged 4
		SP:Iteration 42Q (6761.650000 sec): 3 clusters
  Score: Raw -681116.588368 + Penalty 2806.944539 = -678309.643830
  nChanged 5
		SP:Iteration 43Q (6761.790000 sec): 3 clusters
  Score: Raw -681118.509623 + Penalty 2806.944539 = -678311.565085
  nChanged 3
		SP:Iteration 44Q (6761.940000 sec): 3 clusters
  Score: Raw -681120.324583 + Penalty 2806.944539 = -678313.380044
  nChanged 5
		SP:Iteration 45Q (6762.100000 sec): 3 clusters
  Score: Raw -681122.952371 + Penalty 2806.944539 = -678316.007832
  nChanged 8
		SP:Iteration 46Q (6762.330000 sec): 3 clusters
  Score: Raw -681125.497708 + Penalty 2806.944539 = -678318.553169
  nChanged 5
		SP:Iteration 47Q (6762.460000 sec): 3 clusters
  Score: Raw -681127.032039 + Penalty 2806.944539 = -678320.087501
  nChanged 1
		SP:Iteration 48Q (6762.730000 sec): 3 clusters
  Score: Raw -681127.387749 + Penalty 2806.944539 = -678320.443210
  nChanged 0
		SP:Iteration 49F (6762.870000 sec): 3 clusters
  Score: Raw -681127.387749 + Penalty 2806.944539 = -678320.443210
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 6 (2483 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6762.960000 sec): 2 clusters
  Score: Raw -290193.335054 + Penalty 1270.298703 = -288923.036352
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6763.120000 sec): 3 clusters
  Score: Raw -289159.619973 + Penalty 2540.597405 = -286619.022568
  nChanged 909
		SP:Iteration 1F (6763.280000 sec): 3 clusters
  Score: Raw -290014.836891 + Penalty 2540.597405 = -287474.239485
  nChanged 281
		SP:Iteration 2F (6763.440000 sec): 3 clusters
  Score: Raw -290402.992681 + Penalty 2540.597405 = -287862.395275
  nChanged 227
		SP:Iteration 3F (6763.600000 sec): 3 clusters
  Score: Raw -290753.330472 + Penalty 2540.597405 = -288212.733067
  nChanged 193
		SP:Iteration 4F (6763.760000 sec): 3 clusters
  Score: Raw -291114.468901 + Penalty 2540.597405 = -288573.871496
  nChanged 146
		SP:Iteration 5F (6763.920000 sec): 3 clusters
  Score: Raw -291413.026679 + Penalty 2540.597405 = -288872.429273
  nChanged 110
		SP:Iteration 6Q (6764.080000 sec): 3 clusters
  Score: Raw -291652.504272 + Penalty 2540.597405 = -289111.906867
  nChanged 84
		SP:Iteration 7Q (6764.240000 sec): 3 clusters
  Score: Raw -291862.036530 + Penalty 2540.597405 = -289321.439124
  nChanged 57
		SP:Iteration 8Q (6764.400000 sec): 3 clusters
  Score: Raw -291955.215455 + Penalty 2540.597405 = -289414.618049
  nChanged 32
		SP:Iteration 9Q (6764.560000 sec): 3 clusters
  Score: Raw -291987.999986 + Penalty 2540.597405 = -289447.402581
  nChanged 13
		SP:Iteration 10Q (6764.720000 sec): 3 clusters
  Score: Raw -291998.842498 + Penalty 2540.597405 = -289458.245093
  nChanged 7
		SP:Iteration 11Q (6764.880000 sec): 3 clusters
  Score: Raw -292005.927725 + Penalty 2540.597405 = -289465.330320
  nChanged 4
		SP:Iteration 12Q (6765.040000 sec): 3 clusters
  Score: Raw -292007.763320 + Penalty 2540.597405 = -289467.165914
  nChanged 0
		SP:Iteration 13F (6765.240000 sec): 3 clusters
  Score: Raw -292007.763320 + Penalty 2540.597405 = -289467.165914
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 47.
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 7 (7313 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6765.310000 sec): 2 clusters
  Score: Raw -888197.562649 + Penalty 1445.828941 = -886751.733708
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6765.520000 sec): 3 clusters
  Score: Raw -884252.949960 + Penalty 2891.657881 = -881361.292079
  nChanged 3079
		SP:Iteration 1F (6765.710000 sec): 3 clusters
  Score: Raw -885892.521356 + Penalty 2891.657881 = -883000.863474
  nChanged 529
		SP:Iteration 2F (6765.880000 sec): 3 clusters
  Score: Raw -886167.336940 + Penalty 2891.657881 = -883275.679059
  nChanged 442
		SP:Iteration 3F (6766.060000 sec): 3 clusters
  Score: Raw -886407.825660 + Penalty 2891.657881 = -883516.167779
  nChanged 429
		SP:Iteration 4F (6766.240000 sec): 3 clusters
  Score: Raw -886665.526457 + Penalty 2891.657881 = -883773.868576
  nChanged 369
		SP:Iteration 5F (6766.420000 sec): 3 clusters
  Score: Raw -886863.599873 + Penalty 2891.657881 = -883971.941992
  nChanged 329
		SP:Iteration 6Q (6766.610000 sec): 3 clusters
  Score: Raw -887048.814503 + Penalty 2891.657881 = -884157.156621
  nChanged 293
		SP:Iteration 7Q (6766.790000 sec): 3 clusters
  Score: Raw -887224.234386 + Penalty 2891.657881 = -884332.576505
  nChanged 266
		SP:Iteration 8Q (6766.970000 sec): 3 clusters
  Score: Raw -887383.182528 + Penalty 2891.657881 = -884491.524647
  nChanged 240
		SP:Iteration 9Q (6767.140000 sec): 3 clusters
  Score: Raw -887526.367850 + Penalty 2891.657881 = -884634.709969
  nChanged 192
		SP:Iteration 10Q (6767.320000 sec): 3 clusters
  Score: Raw -887637.721478 + Penalty 2891.657881 = -884746.063597
  nChanged 153
		SP:Iteration 11Q (6767.500000 sec): 3 clusters
  Score: Raw -887733.189980 + Penalty 2891.657881 = -884841.532099
  nChanged 150
		SP:Iteration 12Q (6767.760000 sec): 3 clusters
  Score: Raw -887833.807378 + Penalty 2891.657881 = -884942.149497
  nChanged 120
		SP:Iteration 13Q (6767.980000 sec): 3 clusters
  Score: Raw -887911.415345 + Penalty 2891.657881 = -885019.757464
  nChanged 114
		SP:Iteration 14Q (6768.160000 sec): 3 clusters
  Score: Raw -887990.504939 + Penalty 2891.657881 = -885098.847058
  nChanged 89
		SP:Iteration 15Q (6768.410000 sec): 3 clusters
  Score: Raw -888052.511907 + Penalty 2891.657881 = -885160.854026
  nChanged 65
		SP:Iteration 16Q (6768.660000 sec): 3 clusters
  Score: Raw -888098.013441 + Penalty 2891.657881 = -885206.355560
  nChanged 48
		SP:Iteration 17Q (6768.790000 sec): 3 clusters
  Score: Raw -888135.008006 + Penalty 2891.657881 = -885243.350124
  nChanged 50
		SP:Iteration 18Q (6768.970000 sec): 3 clusters
  Score: Raw -888175.435466 + Penalty 2891.657881 = -885283.777584
  nChanged 43
		SP:Iteration 19Q (6769.220000 sec): 3 clusters
  Score: Raw -888207.538345 + Penalty 2891.657881 = -885315.880464
  nChanged 24
		SP:Iteration 20F (6769.400000 sec): 3 clusters
  Score: Raw -888228.166132 + Penalty 2891.657881 = -885336.508250
  nChanged 23
		SP:Iteration 21Q (6769.540000 sec): 3 clusters
  Score: Raw -888250.909129 + Penalty 2891.657881 = -885359.251247
  nChanged 23
		SP:Iteration 22Q (6769.700000 sec): 3 clusters
  Score: Raw -888278.651787 + Penalty 2891.657881 = -885386.993906
  nChanged 22
		SP:Iteration 23Q (6769.880000 sec): 3 clusters
  Score: Raw -888299.728820 + Penalty 2891.657881 = -885408.070939
  nChanged 18
		SP:Iteration 24Q (6770.140000 sec): 3 clusters
  Score: Raw -888317.412652 + Penalty 2891.657881 = -885425.754770
  nChanged 16
		SP:Iteration 25Q (6770.330000 sec): 3 clusters
  Score: Raw -888333.817290 + Penalty 2891.657881 = -885442.159409
  nChanged 14
		SP:Iteration 26Q (6770.570000 sec): 3 clusters
  Score: Raw -888348.530170 + Penalty 2891.657881 = -885456.872289
  nChanged 9
		SP:Iteration 27Q (6770.780000 sec): 3 clusters
  Score: Raw -888357.071756 + Penalty 2891.657881 = -885465.413875
  nChanged 2
		SP:Iteration 28Q (6771.020000 sec): 3 clusters
  Score: Raw -888358.582678 + Penalty 2891.657881 = -885466.924797
  nChanged 2
		SP:Iteration 29Q (6771.280000 sec): 3 clusters
  Score: Raw -888362.107660 + Penalty 2891.657881 = -885470.449778
  nChanged 1
		SP:Iteration 30Q (6771.480000 sec): 3 clusters
  Score: Raw -888362.990112 + Penalty 2891.657881 = -885471.332231
  nChanged 0
		SP:Iteration 31F (6771.700000 sec): 3 clusters
  Score: Raw -888362.990112 + Penalty 2891.657881 = -885471.332231
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 8 (2696 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6771.820000 sec): 2 clusters
  Score: Raw -313400.251033 + Penalty 1283.672727 = -312116.578307
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6771.920000 sec): 3 clusters
  Score: Raw -312143.541079 + Penalty 2567.345453 = -309576.195625
  nChanged 974
		SP:Iteration 1F (6772.060000 sec): 3 clusters
  Score: Raw -312673.353807 + Penalty 2567.345453 = -310106.008353
  nChanged 216
		SP:Iteration 2F (6772.170000 sec): 3 clusters
  Score: Raw -312819.747162 + Penalty 2567.345453 = -310252.401709
  nChanged 143
		SP:Iteration 3F (6772.360000 sec): 3 clusters
  Score: Raw -312920.665937 + Penalty 2567.345453 = -310353.320483
  nChanged 103
		SP:Iteration 4Q (6772.510000 sec): 3 clusters
  Score: Raw -312992.398950 + Penalty 2567.345453 = -310425.053496
  nChanged 88
		SP:Iteration 5Q (6772.690000 sec): 3 clusters
  Score: Raw -313050.968741 + Penalty 2567.345453 = -310483.623287
  nChanged 88
		SP:Iteration 6Q (6772.940000 sec): 3 clusters
  Score: Raw -313122.546363 + Penalty 2567.345453 = -310555.200909
  nChanged 81
		SP:Iteration 7Q (6773.140000 sec): 3 clusters
  Score: Raw -313189.991500 + Penalty 2567.345453 = -310622.646046
  nChanged 67
		SP:Iteration 8Q (6773.360000 sec): 3 clusters
  Score: Raw -313239.658127 + Penalty 2567.345453 = -310672.312673
  nChanged 52
		SP:Iteration 9Q (6773.550000 sec): 3 clusters
  Score: Raw -313280.937378 + Penalty 2567.345453 = -310713.591925
  nChanged 60
		SP:Iteration 10Q (6773.670000 sec): 3 clusters
  Score: Raw -313321.815499 + Penalty 2567.345453 = -310754.470045
  nChanged 46
		SP:Iteration 11Q (6773.790000 sec): 3 clusters
  Score: Raw -313360.630539 + Penalty 2567.345453 = -310793.285085
  nChanged 37
		SP:Iteration 12Q (6773.910000 sec): 3 clusters
  Score: Raw -313385.613023 + Penalty 2567.345453 = -310818.267570
  nChanged 32
		SP:Iteration 13Q (6774.060000 sec): 3 clusters
  Score: Raw -313402.607647 + Penalty 2567.345453 = -310835.262194
  nChanged 21
		SP:Iteration 14Q (6774.300000 sec): 3 clusters
  Score: Raw -313414.752624 + Penalty 2567.345453 = -310847.407171
  nChanged 19
		SP:Iteration 15Q (6774.480000 sec): 3 clusters
  Score: Raw -313426.312119 + Penalty 2567.345453 = -310858.966665
  nChanged 18
		SP:Iteration 16Q (6774.660000 sec): 3 clusters
  Score: Raw -313434.812080 + Penalty 2567.345453 = -310867.466626
  nChanged 16
		SP:Iteration 17Q (6774.840000 sec): 3 clusters
  Score: Raw -313443.650656 + Penalty 2567.345453 = -310876.305203
  nChanged 13
		SP:Iteration 18Q (6775.000000 sec): 3 clusters
  Score: Raw -313448.882262 + Penalty 2567.345453 = -310881.536809
  nChanged 8
		SP:Iteration 19Q (6775.180000 sec): 3 clusters
  Score: Raw -313451.497991 + Penalty 2567.345453 = -310884.152537
  nChanged 5
		SP:Iteration 20F (6775.320000 sec): 3 clusters
  Score: Raw -313453.416619 + Penalty 2567.345453 = -310886.071166
  nChanged 7
		SP:Iteration 21Q (6775.460000 sec): 3 clusters
  Score: Raw -313457.041562 + Penalty 2567.345453 = -310889.696109
  nChanged 10
		SP:Iteration 22Q (6775.580000 sec): 3 clusters
  Score: Raw -313462.410608 + Penalty 2567.345453 = -310895.065155
  nChanged 10
		SP:Iteration 23Q (6775.740000 sec): 3 clusters
  Score: Raw -313468.005824 + Penalty 2567.345453 = -310900.660371
  nChanged 11
		SP:Iteration 24Q (6776.000000 sec): 3 clusters
  Score: Raw -313474.938498 + Penalty 2567.345453 = -310907.593044
  nChanged 14
		SP:Iteration 25Q (6776.130000 sec): 3 clusters
  Score: Raw -313482.782068 + Penalty 2567.345453 = -310915.436615
  nChanged 15
		SP:Iteration 26Q (6776.270000 sec): 3 clusters
  Score: Raw -313493.269250 + Penalty 2567.345453 = -310925.923797
  nChanged 13
		SP:Iteration 27Q (6776.380000 sec): 3 clusters
  Score: Raw -313501.337630 + Penalty 2567.345453 = -310933.992176
  nChanged 10
		SP:Iteration 28Q (6776.550000 sec): 3 clusters
  Score: Raw -313507.497786 + Penalty 2567.345453 = -310940.152332
  nChanged 9
		SP:Iteration 29Q (6776.740000 sec): 3 clusters
  Score: Raw -313513.009105 + Penalty 2567.345453 = -310945.663652
  nChanged 7
		SP:Iteration 30Q (6776.950000 sec): 3 clusters
  Score: Raw -313516.862396 + Penalty 2567.345453 = -310949.516943
  nChanged 3
		SP:Iteration 31Q (6777.100000 sec): 3 clusters
  Score: Raw -313518.593989 + Penalty 2567.345453 = -310951.248535
  nChanged 3
		SP:Iteration 32Q (6777.190000 sec): 3 clusters
  Score: Raw -313519.650486 + Penalty 2567.345453 = -310952.305032
  nChanged 0
		SP:Iteration 33F (6777.320000 sec): 3 clusters
  Score: Raw -313519.650486 + Penalty 2567.345453 = -310952.305032
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 9 (346834 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6779.360000 sec): 2 clusters
  Score: Raw -42545759.508400 + Penalty 2072.947753 = -42543686.560647
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6781.640000 sec): 3 clusters
  Score: Raw -42313364.398628 + Penalty 4145.895506 = -42309218.503121
  nChanged 169150
		SP:Iteration 1F (6783.990000 sec): 3 clusters
  Score: Raw -42414433.041221 + Penalty 4145.895506 = -42410287.145715
  nChanged 9427
		SP:Iteration 2Q (6786.430000 sec): 3 clusters
  Score: Raw -42416677.046748 + Penalty 4145.895506 = -42412531.151241
  nChanged 12962
		SP:Iteration 3Q (6788.940000 sec): 3 clusters
  Score: Raw -42421183.877914 + Penalty 4145.895506 = -42417037.982407
  nChanged 19328
		SP:Iteration 4F (6791.180000 sec): 3 clusters
  Score: Raw -42431005.716601 + Penalty 4145.895506 = -42426859.821095
  nChanged 27963
		SP:Iteration 5F (6793.770000 sec): 3 clusters
  Score: Raw -42451362.790889 + Penalty 4145.895506 = -42447216.895382
  nChanged 34934
		SP:Iteration 6F (6796.510000 sec): 3 clusters
  Score: Raw -42484030.449135 + Penalty 4145.895506 = -42479884.553628
  nChanged 31892
		SP:Iteration 7F (6798.460000 sec): 3 clusters
  Score: Raw -42517005.329514 + Penalty 4145.895506 = -42512859.434007
  nChanged 18824
		SP:Iteration 8F (6800.420000 sec): 3 clusters
  Score: Raw -42535913.712293 + Penalty 4145.895506 = -42531767.816786
  nChanged 7509
		SP:Iteration 9Q (6802.370000 sec): 3 clusters
  Score: Raw -42542779.310370 + Penalty 4145.895506 = -42538633.414863
  nChanged 2496
		SP:Iteration 10Q (6804.100000 sec): 3 clusters
  Score: Raw -42544896.809989 + Penalty 4145.895506 = -42540750.914482
  nChanged 792
		SP:Iteration 11Q (6805.900000 sec): 3 clusters
  Score: Raw -42545534.874552 + Penalty 4145.895506 = -42541388.979046
  nChanged 316
		SP:Iteration 12Q (6807.670000 sec): 3 clusters
  Score: Raw -42545792.385591 + Penalty 4145.895506 = -42541646.490085
  nChanged 133
		SP:Iteration 13Q (6809.350000 sec): 3 clusters
  Score: Raw -42545904.985622 + Penalty 4145.895506 = -42541759.090116
  nChanged 71
		SP:Iteration 14Q (6811.020000 sec): 3 clusters
  Score: Raw -42545961.995856 + Penalty 4145.895506 = -42541816.100349
  nChanged 57
		SP:Iteration 15Q (6812.610000 sec): 3 clusters
  Score: Raw -42546007.715694 + Penalty 4145.895506 = -42541861.820187
  nChanged 33
		SP:Iteration 16Q (6814.430000 sec): 3 clusters
  Score: Raw -42546031.459391 + Penalty 4145.895506 = -42541885.563884
  nChanged 14
		SP:Iteration 17Q (6816.140000 sec): 3 clusters
  Score: Raw -42546047.765089 + Penalty 4145.895506 = -42541901.869583
  nChanged 17
		SP:Iteration 18Q (6817.910000 sec): 3 clusters
  Score: Raw -42546069.313502 + Penalty 4145.895506 = -42541923.417995
  nChanged 18
		SP:Iteration 19Q (6819.690000 sec): 3 clusters
  Score: Raw -42546088.313790 + Penalty 4145.895506 = -42541942.418284
  nChanged 20
		SP:Iteration 20F (6821.550000 sec): 3 clusters
  Score: Raw -42546101.645407 + Penalty 4145.895506 = -42541955.749900
  nChanged 9
		SP:Iteration 21Q (6823.280000 sec): 3 clusters
  Score: Raw -42546111.050006 + Penalty 4145.895506 = -42541965.154499
  nChanged 12
		SP:Iteration 22Q (6825.050000 sec): 3 clusters
  Score: Raw -42546118.881121 + Penalty 4145.895506 = -42541972.985615
  nChanged 8
		SP:Iteration 23Q (6826.770000 sec): 3 clusters
  Score: Raw -42546124.290626 + Penalty 4145.895506 = -42541978.395119
  nChanged 8
		SP:Iteration 24Q (6828.550000 sec): 3 clusters
  Score: Raw -42546129.735568 + Penalty 4145.895506 = -42541983.840061
  nChanged 5
		SP:Iteration 25Q (6830.720000 sec): 3 clusters
  Score: Raw -42546133.369396 + Penalty 4145.895506 = -42541987.473890
  nChanged 4
		SP:Iteration 26Q (6833.160000 sec): 3 clusters
  Score: Raw -42546137.236725 + Penalty 4145.895506 = -42541991.341218
  nChanged 5
		SP:Iteration 27Q (6834.880000 sec): 3 clusters
  Score: Raw -42546142.609618 + Penalty 4145.895506 = -42541996.714112
  nChanged 7
		SP:Iteration 28Q (6836.820000 sec): 3 clusters
  Score: Raw -42546148.066212 + Penalty 4145.895506 = -42542002.170705
  nChanged 6
		SP:Iteration 29Q (6838.830000 sec): 3 clusters
  Score: Raw -42546152.302765 + Penalty 4145.895506 = -42542006.407259
  nChanged 5
		SP:Iteration 30Q (6840.630000 sec): 3 clusters
  Score: Raw -42546155.546825 + Penalty 4145.895506 = -42542009.651319
  nChanged 2
		SP:Iteration 31Q (6842.750000 sec): 3 clusters
  Score: Raw -42546157.429336 + Penalty 4145.895506 = -42542011.533829
  nChanged 4
		SP:Iteration 32Q (6844.720000 sec): 3 clusters
  Score: Raw -42546159.254320 + Penalty 4145.895506 = -42542013.358814
  nChanged 4
		SP:Iteration 33Q (6846.570000 sec): 3 clusters
  Score: Raw -42546162.937309 + Penalty 4145.895506 = -42542017.041803
  nChanged 2
		SP:Iteration 34Q (6848.540000 sec): 3 clusters
  Score: Raw -42546163.810945 + Penalty 4145.895506 = -42542017.915438
  nChanged 1
		SP:Iteration 35Q (6850.210000 sec): 3 clusters
  Score: Raw -42546164.170874 + Penalty 4145.895506 = -42542018.275367
  nChanged 0
		SP:Iteration 36F (6852.280000 sec): 3 clusters
  Score: Raw -42546164.170874 + Penalty 4145.895506 = -42542018.275367
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 10 (30733 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6852.770000 sec): 2 clusters
  Score: Raw -3630319.949401 + Penalty 1679.127495 = -3628640.821907
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6853.070000 sec): 3 clusters
  Score: Raw -3611239.149140 + Penalty 3358.254989 = -3607880.894151
  nChanged 14166
		SP:Iteration 1F (6853.530000 sec): 3 clusters
  Score: Raw -3619004.085236 + Penalty 3358.254989 = -3615645.830246
  nChanged 1310
		SP:Iteration 2Q (6853.890000 sec): 3 clusters
  Score: Raw -3619365.203390 + Penalty 3358.254989 = -3616006.948401
  nChanged 1171
		SP:Iteration 3Q (6854.280000 sec): 3 clusters
  Score: Raw -3619698.029604 + Penalty 3358.254989 = -3616339.774615
  nChanged 1176
		SP:Iteration 4Q (6854.710000 sec): 3 clusters
  Score: Raw -3620027.869266 + Penalty 3358.254989 = -3616669.614277
  nChanged 1200
		SP:Iteration 5Q (6855.080000 sec): 3 clusters
  Score: Raw -3620397.076236 + Penalty 3358.254989 = -3617038.821246
  nChanged 1208
		SP:Iteration 6Q (6855.470000 sec): 3 clusters
  Score: Raw -3620798.293148 + Penalty 3358.254989 = -3617440.038158
  nChanged 1314
		SP:Iteration 7Q (6855.890000 sec): 3 clusters
  Score: Raw -3621273.298826 + Penalty 3358.254989 = -3617915.043837
  nChanged 1459
		SP:Iteration 8Q (6856.290000 sec): 3 clusters
  Score: Raw -3621969.093843 + Penalty 3358.254989 = -3618610.838854
  nChanged 1709
		SP:Iteration 9F (6856.680000 sec): 3 clusters
  Score: Raw -3622964.240196 + Penalty 3358.254989 = -3619605.985206
  nChanged 1925
		SP:Iteration 10F (6857.080000 sec): 3 clusters
  Score: Raw -3624291.885703 + Penalty 3358.254989 = -3620933.630714
  nChanged 2029
		SP:Iteration 11F (6857.460000 sec): 3 clusters
  Score: Raw -3625949.327432 + Penalty 3358.254989 = -3622591.072443
  nChanged 1859
		SP:Iteration 12F (6857.860000 sec): 3 clusters
  Score: Raw -3627630.864859 + Penalty 3358.254989 = -3624272.609870
  nChanged 1383
		SP:Iteration 13Q (6858.270000 sec): 3 clusters
  Score: Raw -3628882.289577 + Penalty 3358.254989 = -3625524.034587
  nChanged 837
		SP:Iteration 14Q (6858.680000 sec): 3 clusters
  Score: Raw -3629632.866198 + Penalty 3358.254989 = -3626274.611209
  nChanged 457
		SP:Iteration 15Q (6859.070000 sec): 3 clusters
  Score: Raw -3630010.017392 + Penalty 3358.254989 = -3626651.762403
  nChanged 233
		SP:Iteration 16Q (6859.370000 sec): 3 clusters
  Score: Raw -3630201.777315 + Penalty 3358.254989 = -3626843.522326
  nChanged 157
		SP:Iteration 17Q (6859.720000 sec): 3 clusters
  Score: Raw -3630336.408917 + Penalty 3358.254989 = -3626978.153928
  nChanged 85
		SP:Iteration 18Q (6860.080000 sec): 3 clusters
  Score: Raw -3630413.865585 + Penalty 3358.254989 = -3627055.610595
  nChanged 48
		SP:Iteration 19Q (6860.390000 sec): 3 clusters
  Score: Raw -3630452.780182 + Penalty 3358.254989 = -3627094.525192
  nChanged 35
		SP:Iteration 20F (6860.750000 sec): 3 clusters
  Score: Raw -3630479.282070 + Penalty 3358.254989 = -3627121.027081
  nChanged 26
		SP:Iteration 21Q (6861.090000 sec): 3 clusters
  Score: Raw -3630500.703479 + Penalty 3358.254989 = -3627142.448489
  nChanged 14
		SP:Iteration 22Q (6861.470000 sec): 3 clusters
  Score: Raw -3630513.365127 + Penalty 3358.254989 = -3627155.110137
  nChanged 8
		SP:Iteration 23Q (6861.780000 sec): 3 clusters
  Score: Raw -3630520.515233 + Penalty 3358.254989 = -3627162.260244
  nChanged 7
		SP:Iteration 24Q (6862.070000 sec): 3 clusters
  Score: Raw -3630526.038092 + Penalty 3358.254989 = -3627167.783102
  nChanged 2
		SP:Iteration 25Q (6862.380000 sec): 3 clusters
  Score: Raw -3630528.023694 + Penalty 3358.254989 = -3627169.768705
  nChanged 0
		SP:Iteration 26F (6862.720000 sec): 3 clusters
  Score: Raw -3630528.023694 + Penalty 3358.254989 = -3627169.768705
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 11 (2454 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6862.840000 sec): 2 clusters
  Score: Raw -282891.619496 + Penalty 1268.389627 = -281623.229869
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6862.990000 sec): 3 clusters
  Score: Raw -281817.595119 + Penalty 2536.779253 = -279280.815866
  nChanged 957
		SP:Iteration 1F (6863.170000 sec): 3 clusters
  Score: Raw -282634.659868 + Penalty 2536.779253 = -280097.880615
  nChanged 243
		SP:Iteration 2F (6863.310000 sec): 3 clusters
  Score: Raw -282890.514637 + Penalty 2536.779253 = -280353.735384
  nChanged 171
		SP:Iteration 3F (6863.450000 sec): 3 clusters
  Score: Raw -283067.788948 + Penalty 2536.779253 = -280531.009695
  nChanged 150
		SP:Iteration 4F (6863.590000 sec): 3 clusters
  Score: Raw -283250.071711 + Penalty 2536.779253 = -280713.292457
  nChanged 134
		SP:Iteration 5F (6863.770000 sec): 3 clusters
  Score: Raw -283491.539644 + Penalty 2536.779253 = -280954.760391
  nChanged 135
		SP:Iteration 6F (6863.920000 sec): 3 clusters
  Score: Raw -283755.791029 + Penalty 2536.779253 = -281219.011776
  nChanged 131
		SP:Iteration 7F (6864.090000 sec): 3 clusters
  Score: Raw -284019.988600 + Penalty 2536.779253 = -281483.209347
  nChanged 150
		SP:Iteration 8F (6864.260000 sec): 3 clusters
  Score: Raw -284313.325486 + Penalty 2536.779253 = -281776.546232
  nChanged 123
		SP:Iteration 9F (6864.470000 sec): 3 clusters
  Score: Raw -284596.815907 + Penalty 2536.779253 = -282060.036653
  nChanged 87
		SP:Iteration 10Q (6864.650000 sec): 3 clusters
  Score: Raw -284734.804069 + Penalty 2536.779253 = -282198.024816
  nChanged 44
		SP:Iteration 11Q (6864.780000 sec): 3 clusters
  Score: Raw -284775.295931 + Penalty 2536.779253 = -282238.516678
  nChanged 39
		SP:Iteration 12Q (6864.970000 sec): 3 clusters
  Score: Raw -284828.639310 + Penalty 2536.779253 = -282291.860057
  nChanged 37
		SP:Iteration 13Q (6865.210000 sec): 3 clusters
  Score: Raw -284876.664548 + Penalty 2536.779253 = -282339.885295
  nChanged 32
		SP:Iteration 14Q (6865.350000 sec): 3 clusters
  Score: Raw -284922.460583 + Penalty 2536.779253 = -282385.681329
  nChanged 21
		SP:Iteration 15Q (6865.460000 sec): 3 clusters
  Score: Raw -284941.182509 + Penalty 2536.779253 = -282404.403256
  nChanged 16
		SP:Iteration 16Q (6865.650000 sec): 3 clusters
  Score: Raw -284953.893280 + Penalty 2536.779253 = -282417.114026
  nChanged 8
		SP:Iteration 17Q (6865.910000 sec): 3 clusters
  Score: Raw -284966.609916 + Penalty 2536.779253 = -282429.830663
  nChanged 8
		SP:Iteration 18Q (6866.080000 sec): 3 clusters
  Score: Raw -284973.482971 + Penalty 2536.779253 = -282436.703718
  nChanged 4
		SP:Iteration 19Q (6866.270000 sec): 3 clusters
  Score: Raw -284975.129507 + Penalty 2536.779253 = -282438.350254
  nChanged 7
		SP:Iteration 20F (6866.450000 sec): 3 clusters
  Score: Raw -284977.787031 + Penalty 2536.779253 = -282441.007778
  nChanged 4
		SP:Iteration 21Q (6866.550000 sec): 3 clusters
  Score: Raw -284989.475151 + Penalty 2536.779253 = -282452.695898
  nChanged 6
		SP:Iteration 22Q (6866.680000 sec): 3 clusters
  Score: Raw -284994.944423 + Penalty 2536.779253 = -282458.165170
  nChanged 6
		SP:Iteration 23Q (6866.820000 sec): 3 clusters
  Score: Raw -285004.088192 + Penalty 2536.779253 = -282467.308939
  nChanged 16
		SP:Iteration 24Q (6866.990000 sec): 3 clusters
  Score: Raw -285023.121288 + Penalty 2536.779253 = -282486.342035
  nChanged 22
		SP:Iteration 25Q (6867.140000 sec): 3 clusters
  Score: Raw -285058.621814 + Penalty 2536.779253 = -282521.842561
  nChanged 26
		SP:Iteration 26Q (6867.310000 sec): 3 clusters
  Score: Raw -285109.076205 + Penalty 2536.779253 = -282572.296952
  nChanged 33
		SP:Iteration 27Q (6867.470000 sec): 3 clusters
  Score: Raw -285190.572524 + Penalty 2536.779253 = -282653.793271
  nChanged 28
		SP:Iteration 28Q (6867.650000 sec): 3 clusters
  Score: Raw -285238.321740 + Penalty 2536.779253 = -282701.542486
  nChanged 23
		SP:Iteration 29Q (6867.790000 sec): 3 clusters
  Score: Raw -285258.264103 + Penalty 2536.779253 = -282721.484849
  nChanged 23
		SP:Iteration 30Q (6868.010000 sec): 3 clusters
  Score: Raw -285281.703765 + Penalty 2536.779253 = -282744.924512
  nChanged 30
		SP:Iteration 31Q (6868.180000 sec): 3 clusters
  Score: Raw -285332.771387 + Penalty 2536.779253 = -282795.992133
  nChanged 43
		SP:Iteration 32Q (6868.310000 sec): 3 clusters
  Score: Raw -285439.475713 + Penalty 2536.779253 = -282902.696459
  nChanged 54
		SP:Iteration 33Q (6868.440000 sec): 3 clusters
  Score: Raw -285698.295522 + Penalty 2536.779253 = -283161.516269
  nChanged 49
		SP:Iteration 34Q (6868.600000 sec): 3 clusters
  Score: Raw -286251.438540 + Penalty 2536.779253 = -283714.659287
  nChanged 26
		SP:Iteration 35Q (6868.740000 sec): 3 clusters
  Score: Raw -287014.733111 + Penalty 2536.779253 = -284477.953858
  nChanged 2
		SP:Iteration 36Q (6868.880000 sec): 3 clusters
  Score: Raw -287071.961995 + Penalty 2536.779253 = -284535.182741
  nChanged 1
		SP:Iteration 37Q (6869.030000 sec): 3 clusters
  Score: Raw -287072.469823 + Penalty 2536.779253 = -284535.690570
  nChanged 0
		SP:Iteration 38F (6869.140000 sec): 3 clusters
  Score: Raw -287072.469823 + Penalty 2536.779253 = -284535.690570
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 48.
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 12 (25196 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6869.430000 sec): 2 clusters
  Score: Raw -3017016.227252 + Penalty 1646.846586 = -3015369.380666
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6869.760000 sec): 3 clusters
  Score: Raw -3001686.747820 + Penalty 3293.693172 = -2998393.054647
  nChanged 11436
		SP:Iteration 1F (6870.090000 sec): 3 clusters
  Score: Raw -3008093.396483 + Penalty 3293.693172 = -3004799.703310
  nChanged 1196
		SP:Iteration 2Q (6870.500000 sec): 3 clusters
  Score: Raw -3008529.897080 + Penalty 3293.693172 = -3005236.203908
  nChanged 1136
		SP:Iteration 3Q (6870.810000 sec): 3 clusters
  Score: Raw -3009006.529839 + Penalty 3293.693172 = -3005712.836667
  nChanged 1150
		SP:Iteration 4Q (6871.130000 sec): 3 clusters
  Score: Raw -3009514.444957 + Penalty 3293.693172 = -3006220.751784
  nChanged 1192
		SP:Iteration 5Q (6871.530000 sec): 3 clusters
  Score: Raw -3010080.665525 + Penalty 3293.693172 = -3006786.972353
  nChanged 1265
		SP:Iteration 6F (6871.910000 sec): 3 clusters
  Score: Raw -3010811.165075 + Penalty 3293.693172 = -3007517.471903
  nChanged 1303
		SP:Iteration 7F (6872.240000 sec): 3 clusters
  Score: Raw -3011600.500692 + Penalty 3293.693172 = -3008306.807519
  nChanged 1331
		SP:Iteration 8F (6872.640000 sec): 3 clusters
  Score: Raw -3012362.748035 + Penalty 3293.693172 = -3009069.054863
  nChanged 1209
		SP:Iteration 9Q (6872.940000 sec): 3 clusters
  Score: Raw -3013022.234160 + Penalty 3293.693172 = -3009728.540987
  nChanged 1095
		SP:Iteration 10Q (6873.330000 sec): 3 clusters
  Score: Raw -3013573.217261 + Penalty 3293.693172 = -3010279.524089
  nChanged 940
		SP:Iteration 11Q (6873.650000 sec): 3 clusters
  Score: Raw -3013965.249871 + Penalty 3293.693172 = -3010671.556699
  nChanged 697
		SP:Iteration 12Q (6874.060000 sec): 3 clusters
  Score: Raw -3014201.604935 + Penalty 3293.693172 = -3010907.911762
  nChanged 528
		SP:Iteration 13Q (6874.400000 sec): 3 clusters
  Score: Raw -3014344.049214 + Penalty 3293.693172 = -3011050.356042
  nChanged 391
		SP:Iteration 14Q (6874.770000 sec): 3 clusters
  Score: Raw -3014434.502437 + Penalty 3293.693172 = -3011140.809265
  nChanged 304
		SP:Iteration 15Q (6875.140000 sec): 3 clusters
  Score: Raw -3014500.989019 + Penalty 3293.693172 = -3011207.295847
  nChanged 279
		SP:Iteration 16Q (6875.510000 sec): 3 clusters
  Score: Raw -3014569.427805 + Penalty 3293.693172 = -3011275.734632
  nChanged 276
		SP:Iteration 17Q (6875.930000 sec): 3 clusters
  Score: Raw -3014633.737242 + Penalty 3293.693172 = -3011340.044069
  nChanged 292
		SP:Iteration 18Q (6876.310000 sec): 3 clusters
  Score: Raw -3014705.499038 + Penalty 3293.693172 = -3011411.805865
  nChanged 274
		SP:Iteration 19Q (6876.660000 sec): 3 clusters
  Score: Raw -3014764.953661 + Penalty 3293.693172 = -3011471.260489
  nChanged 236
		SP:Iteration 20F (6876.990000 sec): 3 clusters
  Score: Raw -3014813.939595 + Penalty 3293.693172 = -3011520.246423
  nChanged 228
		SP:Iteration 21Q (6877.320000 sec): 3 clusters
  Score: Raw -3014858.884690 + Penalty 3293.693172 = -3011565.191518
  nChanged 198
		SP:Iteration 22Q (6877.630000 sec): 3 clusters
  Score: Raw -3014898.368131 + Penalty 3293.693172 = -3011604.674959
  nChanged 216
		SP:Iteration 23Q (6878.060000 sec): 3 clusters
  Score: Raw -3014940.160273 + Penalty 3293.693172 = -3011646.467100
  nChanged 196
		SP:Iteration 24Q (6878.400000 sec): 3 clusters
  Score: Raw -3014975.391388 + Penalty 3293.693172 = -3011681.698215
  nChanged 187
		SP:Iteration 25Q (6878.730000 sec): 3 clusters
  Score: Raw -3015012.558548 + Penalty 3293.693172 = -3011718.865375
  nChanged 198
		SP:Iteration 26Q (6879.090000 sec): 3 clusters
  Score: Raw -3015053.750725 + Penalty 3293.693172 = -3011760.057553
  nChanged 213
		SP:Iteration 27Q (6879.490000 sec): 3 clusters
  Score: Raw -3015100.325403 + Penalty 3293.693172 = -3011806.632230
  nChanged 221
		SP:Iteration 28Q (6879.850000 sec): 3 clusters
  Score: Raw -3015152.191881 + Penalty 3293.693172 = -3011858.498708
  nChanged 230
		SP:Iteration 29Q (6880.180000 sec): 3 clusters
  Score: Raw -3015200.701426 + Penalty 3293.693172 = -3011907.008254
  nChanged 183
		SP:Iteration 30Q (6880.530000 sec): 3 clusters
  Score: Raw -3015235.645112 + Penalty 3293.693172 = -3011941.951940
  nChanged 191
		SP:Iteration 31Q (6880.880000 sec): 3 clusters
  Score: Raw -3015278.719959 + Penalty 3293.693172 = -3011985.026787
  nChanged 195
		SP:Iteration 32Q (6881.230000 sec): 3 clusters
  Score: Raw -3015323.806529 + Penalty 3293.693172 = -3012030.113356
  nChanged 178
		SP:Iteration 33Q (6881.520000 sec): 3 clusters
  Score: Raw -3015358.137921 + Penalty 3293.693172 = -3012064.444749
  nChanged 158
		SP:Iteration 34Q (6881.840000 sec): 3 clusters
  Score: Raw -3015385.428028 + Penalty 3293.693172 = -3012091.734856
  nChanged 142
		SP:Iteration 35Q (6882.190000 sec): 3 clusters
  Score: Raw -3015411.784655 + Penalty 3293.693172 = -3012118.091483
  nChanged 148
		SP:Iteration 36Q (6882.510000 sec): 3 clusters
  Score: Raw -3015437.837301 + Penalty 3293.693172 = -3012144.144128
  nChanged 141
		SP:Iteration 37Q (6882.840000 sec): 3 clusters
  Score: Raw -3015464.508328 + Penalty 3293.693172 = -3012170.815155
  nChanged 156
		SP:Iteration 38Q (6883.170000 sec): 3 clusters
  Score: Raw -3015495.548240 + Penalty 3293.693172 = -3012201.855067
  nChanged 160
		SP:Iteration 39Q (6883.440000 sec): 3 clusters
  Score: Raw -3015527.662104 + Penalty 3293.693172 = -3012233.968932
  nChanged 161
		SP:Iteration 40F (6883.780000 sec): 3 clusters
  Score: Raw -3015557.707254 + Penalty 3293.693172 = -3012264.014082
  nChanged 177
		SP:Iteration 41Q (6884.060000 sec): 3 clusters
  Score: Raw -3015593.281906 + Penalty 3293.693172 = -3012299.588733
  nChanged 191
		SP:Iteration 42Q (6884.460000 sec): 3 clusters
  Score: Raw -3015630.677290 + Penalty 3293.693172 = -3012336.984117
  nChanged 171
		SP:Iteration 43Q (6884.820000 sec): 3 clusters
  Score: Raw -3015662.776655 + Penalty 3293.693172 = -3012369.083482
  nChanged 158
		SP:Iteration 44Q (6885.210000 sec): 3 clusters
  Score: Raw -3015690.598895 + Penalty 3293.693172 = -3012396.905723
  nChanged 154
		SP:Iteration 45Q (6885.580000 sec): 3 clusters
  Score: Raw -3015717.524406 + Penalty 3293.693172 = -3012423.831233
  nChanged 164
		SP:Iteration 46Q (6885.880000 sec): 3 clusters
  Score: Raw -3015748.683510 + Penalty 3293.693172 = -3012454.990338
  nChanged 170
		SP:Iteration 47Q (6886.230000 sec): 3 clusters
  Score: Raw -3015781.080848 + Penalty 3293.693172 = -3012487.387675
  nChanged 171
		SP:Iteration 48Q (6886.520000 sec): 3 clusters
  Score: Raw -3015813.455565 + Penalty 3293.693172 = -3012519.762392
  nChanged 152
		SP:Iteration 49Q (6886.890000 sec): 3 clusters
  Score: Raw -3015841.362241 + Penalty 3293.693172 = -3012547.669069
  nChanged 147
		SP:Iteration 50Q (6887.260000 sec): 3 clusters
  Score: Raw -3015868.194122 + Penalty 3293.693172 = -3012574.500950
  nChanged 140
		SP:Iteration 51Q (6887.630000 sec): 3 clusters
  Score: Raw -3015895.188280 + Penalty 3293.693172 = -3012601.495107
  nChanged 159
		SP:Iteration 52Q (6888.020000 sec): 3 clusters
  Score: Raw -3015930.536157 + Penalty 3293.693172 = -3012636.842985
  nChanged 155
		SP:Iteration 53Q (6888.360000 sec): 3 clusters
  Score: Raw -3015970.533541 + Penalty 3293.693172 = -3012676.840369
  nChanged 182
		SP:Iteration 54Q (6888.730000 sec): 3 clusters
  Score: Raw -3016018.239741 + Penalty 3293.693172 = -3012724.546569
  nChanged 165
		SP:Iteration 55Q (6889.080000 sec): 3 clusters
  Score: Raw -3016064.145374 + Penalty 3293.693172 = -3012770.452201
  nChanged 193
		SP:Iteration 56Q (6889.450000 sec): 3 clusters
  Score: Raw -3016121.520310 + Penalty 3293.693172 = -3012827.827138
  nChanged 211
		SP:Iteration 57Q (6889.810000 sec): 3 clusters
  Score: Raw -3016189.552452 + Penalty 3293.693172 = -3012895.859280
  nChanged 198
		SP:Iteration 58Q (6890.170000 sec): 3 clusters
  Score: Raw -3016264.548033 + Penalty 3293.693172 = -3012970.854860
  nChanged 194
		SP:Iteration 59Q (6890.500000 sec): 3 clusters
  Score: Raw -3016342.106982 + Penalty 3293.693172 = -3013048.413809
  nChanged 196
		SP:Iteration 60F (6890.860000 sec): 3 clusters
  Score: Raw -3016417.064395 + Penalty 3293.693172 = -3013123.371223
  nChanged 196
		SP:Iteration 61Q (6891.170000 sec): 3 clusters
  Score: Raw -3016494.626156 + Penalty 3293.693172 = -3013200.932984
  nChanged 193
		SP:Iteration 62Q (6891.540000 sec): 3 clusters
  Score: Raw -3016566.021917 + Penalty 3293.693172 = -3013272.328745
  nChanged 185
		SP:Iteration 63Q (6891.880000 sec): 3 clusters
  Score: Raw -3016644.675265 + Penalty 3293.693172 = -3013350.982093
  nChanged 169
		SP:Iteration 64Q (6892.210000 sec): 3 clusters
  Score: Raw -3016710.474411 + Penalty 3293.693172 = -3013416.781239
  nChanged 157
		SP:Iteration 65Q (6892.550000 sec): 3 clusters
  Score: Raw -3016769.380682 + Penalty 3293.693172 = -3013475.687509
  nChanged 159
		SP:Iteration 66Q (6892.920000 sec): 3 clusters
  Score: Raw -3016820.960882 + Penalty 3293.693172 = -3013527.267709
  nChanged 128
		SP:Iteration 67Q (6893.220000 sec): 3 clusters
  Score: Raw -3016850.096613 + Penalty 3293.693172 = -3013556.403440
  nChanged 122
		SP:Iteration 68Q (6893.590000 sec): 3 clusters
  Score: Raw -3016880.684178 + Penalty 3293.693172 = -3013586.991005
  nChanged 117
		SP:Iteration 69Q (6893.950000 sec): 3 clusters
  Score: Raw -3016908.578974 + Penalty 3293.693172 = -3013614.885801
  nChanged 105
		SP:Iteration 70Q (6894.280000 sec): 3 clusters
  Score: Raw -3016931.438142 + Penalty 3293.693172 = -3013637.744970
  nChanged 101
		SP:Iteration 71Q (6894.660000 sec): 3 clusters
  Score: Raw -3016958.220267 + Penalty 3293.693172 = -3013664.527094
  nChanged 107
		SP:Iteration 72Q (6895.030000 sec): 3 clusters
  Score: Raw -3016984.184687 + Penalty 3293.693172 = -3013690.491514
  nChanged 89
		SP:Iteration 73Q (6895.410000 sec): 3 clusters
  Score: Raw -3017004.633538 + Penalty 3293.693172 = -3013710.940366
  nChanged 83
		SP:Iteration 74Q (6895.760000 sec): 3 clusters
  Score: Raw -3017021.163361 + Penalty 3293.693172 = -3013727.470188
  nChanged 90
		SP:Iteration 75Q (6896.130000 sec): 3 clusters
  Score: Raw -3017038.210446 + Penalty 3293.693172 = -3013744.517274
  nChanged 69
		SP:Iteration 76Q (6896.510000 sec): 3 clusters
  Score: Raw -3017049.013204 + Penalty 3293.693172 = -3013755.320031
  nChanged 52
		SP:Iteration 77Q (6896.830000 sec): 3 clusters
  Score: Raw -3017057.840780 + Penalty 3293.693172 = -3013764.147607
  nChanged 51
		SP:Iteration 78Q (6897.180000 sec): 3 clusters
  Score: Raw -3017065.583053 + Penalty 3293.693172 = -3013771.889881
  nChanged 39
		SP:Iteration 79Q (6897.480000 sec): 3 clusters
  Score: Raw -3017070.122616 + Penalty 3293.693172 = -3013776.429444
  nChanged 35
		SP:Iteration 80F (6897.850000 sec): 3 clusters
  Score: Raw -3017074.486404 + Penalty 3293.693172 = -3013780.793231
  nChanged 21
		SP:Iteration 81Q (6898.220000 sec): 3 clusters
  Score: Raw -3017076.679780 + Penalty 3293.693172 = -3013782.986608
  nChanged 22
		SP:Iteration 82Q (6898.530000 sec): 3 clusters
  Score: Raw -3017079.661254 + Penalty 3293.693172 = -3013785.968082
  nChanged 21
		SP:Iteration 83Q (6898.830000 sec): 3 clusters
  Score: Raw -3017082.130783 + Penalty 3293.693172 = -3013788.437611
  nChanged 21
		SP:Iteration 84Q (6899.150000 sec): 3 clusters
  Score: Raw -3017084.806608 + Penalty 3293.693172 = -3013791.113435
  nChanged 22
		SP:Iteration 85Q (6899.450000 sec): 3 clusters
  Score: Raw -3017087.498383 + Penalty 3293.693172 = -3013793.805210
  nChanged 18
		SP:Iteration 86Q (6899.790000 sec): 3 clusters
  Score: Raw -3017089.892184 + Penalty 3293.693172 = -3013796.199012
  nChanged 18
		SP:Iteration 87Q (6900.130000 sec): 3 clusters
  Score: Raw -3017092.164916 + Penalty 3293.693172 = -3013798.471743
  nChanged 25
		SP:Iteration 88Q (6900.420000 sec): 3 clusters
  Score: Raw -3017094.886628 + Penalty 3293.693172 = -3013801.193455
  nChanged 26
		SP:Iteration 89Q (6900.740000 sec): 3 clusters
  Score: Raw -3017097.373496 + Penalty 3293.693172 = -3013803.680324
  nChanged 21
		SP:Iteration 90Q (6901.080000 sec): 3 clusters
  Score: Raw -3017099.663409 + Penalty 3293.693172 = -3013805.970237
  nChanged 20
		SP:Iteration 91Q (6901.410000 sec): 3 clusters
  Score: Raw -3017102.235876 + Penalty 3293.693172 = -3013808.542704
  nChanged 22
		SP:Iteration 92Q (6901.720000 sec): 3 clusters
  Score: Raw -3017105.189181 + Penalty 3293.693172 = -3013811.496009
  nChanged 22
		SP:Iteration 93Q (6902.040000 sec): 3 clusters
  Score: Raw -3017108.673534 + Penalty 3293.693172 = -3013814.980361
  nChanged 27
		SP:Iteration 94Q (6902.400000 sec): 3 clusters
  Score: Raw -3017113.089523 + Penalty 3293.693172 = -3013819.396351
  nChanged 25
		SP:Iteration 95Q (6902.780000 sec): 3 clusters
  Score: Raw -3017117.391785 + Penalty 3293.693172 = -3013823.698612
  nChanged 25
		SP:Iteration 96Q (6903.120000 sec): 3 clusters
  Score: Raw -3017121.166982 + Penalty 3293.693172 = -3013827.473809
  nChanged 25
		SP:Iteration 97Q (6903.470000 sec): 3 clusters
  Score: Raw -3017124.056717 + Penalty 3293.693172 = -3013830.363544
  nChanged 11
		SP:Iteration 98Q (6903.860000 sec): 3 clusters
  Score: Raw -3017124.984477 + Penalty 3293.693172 = -3013831.291304
  nChanged 11
		SP:Iteration 99Q (6904.190000 sec): 3 clusters
  Score: Raw -3017125.992648 + Penalty 3293.693172 = -3013832.299476
  nChanged 14
		SP:Iteration 100F (6904.500000 sec): 3 clusters
  Score: Raw -3017127.480029 + Penalty 3293.693172 = -3013833.786856
  nChanged 14
		SP:Iteration 101Q (6904.890000 sec): 3 clusters
  Score: Raw -3017129.360266 + Penalty 3293.693172 = -3013835.667093
  nChanged 16
		SP:Iteration 102Q (6905.210000 sec): 3 clusters
  Score: Raw -3017131.004625 + Penalty 3293.693172 = -3013837.311453
  nChanged 12
		SP:Iteration 103Q (6905.550000 sec): 3 clusters
  Score: Raw -3017132.086115 + Penalty 3293.693172 = -3013838.392942
  nChanged 11
		SP:Iteration 104Q (6905.850000 sec): 3 clusters
  Score: Raw -3017132.849460 + Penalty 3293.693172 = -3013839.156288
  nChanged 8
		SP:Iteration 105Q (6906.120000 sec): 3 clusters
  Score: Raw -3017133.534265 + Penalty 3293.693172 = -3013839.841092
  nChanged 11
		SP:Iteration 106Q (6906.430000 sec): 3 clusters
  Score: Raw -3017134.265215 + Penalty 3293.693172 = -3013840.572042
  nChanged 10
		SP:Iteration 107Q (6906.780000 sec): 3 clusters
  Score: Raw -3017135.367097 + Penalty 3293.693172 = -3013841.673925
  nChanged 7
		SP:Iteration 108Q (6907.070000 sec): 3 clusters
  Score: Raw -3017135.959188 + Penalty 3293.693172 = -3013842.266015
  nChanged 4
		SP:Iteration 109Q (6907.400000 sec): 3 clusters
  Score: Raw -3017136.128366 + Penalty 3293.693172 = -3013842.435194
  nChanged 2
		SP:Iteration 110Q (6907.690000 sec): 3 clusters
  Score: Raw -3017136.342006 + Penalty 3293.693172 = -3013842.648833
  nChanged 3
		SP:Iteration 111Q (6908.050000 sec): 3 clusters
  Score: Raw -3017136.546108 + Penalty 3293.693172 = -3013842.852936
  nChanged 2
		SP:Iteration 112Q (6908.320000 sec): 3 clusters
  Score: Raw -3017136.812229 + Penalty 3293.693172 = -3013843.119056
  nChanged 4
		SP:Iteration 113Q (6908.640000 sec): 3 clusters
  Score: Raw -3017137.350725 + Penalty 3293.693172 = -3013843.657553
  nChanged 7
		SP:Iteration 114Q (6909.020000 sec): 3 clusters
  Score: Raw -3017137.946270 + Penalty 3293.693172 = -3013844.253098
  nChanged 3
		SP:Iteration 115Q (6909.410000 sec): 3 clusters
  Score: Raw -3017138.062014 + Penalty 3293.693172 = -3013844.368842
  nChanged 0
		SP:Iteration 116F (6909.740000 sec): 3 clusters
  Score: Raw -3017138.062014 + Penalty 3293.693172 = -3013844.368842
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 13 (4983 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6909.830000 sec): 2 clusters
  Score: Raw -556213.496476 + Penalty 1383.490452 = -554830.006024
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6910.010000 sec): 3 clusters
  Score: Raw -553685.350541 + Penalty 2766.980904 = -550918.369636
  nChanged 2046
		SP:Iteration 1F (6910.220000 sec): 3 clusters
  Score: Raw -554993.683147 + Penalty 2766.980904 = -552226.702243
  nChanged 424
		SP:Iteration 2F (6910.360000 sec): 3 clusters
  Score: Raw -555295.020741 + Penalty 2766.980904 = -552528.039836
  nChanged 312
		SP:Iteration 3F (6910.570000 sec): 3 clusters
  Score: Raw -555487.947724 + Penalty 2766.980904 = -552720.966819
  nChanged 227
		SP:Iteration 4Q (6910.790000 sec): 3 clusters
  Score: Raw -555635.357690 + Penalty 2766.980904 = -552868.376786
  nChanged 196
		SP:Iteration 5Q (6911.030000 sec): 3 clusters
  Score: Raw -555769.837524 + Penalty 2766.980904 = -553002.856620
  nChanged 183
		SP:Iteration 6Q (6911.240000 sec): 3 clusters
  Score: Raw -555900.121847 + Penalty 2766.980904 = -553133.140943
  nChanged 181
		SP:Iteration 7Q (6911.450000 sec): 3 clusters
  Score: Raw -556044.410702 + Penalty 2766.980904 = -553277.429798
  nChanged 195
		SP:Iteration 8Q (6911.650000 sec): 3 clusters
  Score: Raw -556197.761824 + Penalty 2766.980904 = -553430.780920
  nChanged 171
		SP:Iteration 9Q (6911.820000 sec): 3 clusters
  Score: Raw -556354.145251 + Penalty 2766.980904 = -553587.164347
  nChanged 158
		SP:Iteration 10Q (6912.020000 sec): 3 clusters
  Score: Raw -556488.486105 + Penalty 2766.980904 = -553721.505201
  nChanged 145
		SP:Iteration 11Q (6912.240000 sec): 3 clusters
  Score: Raw -556583.938730 + Penalty 2766.980904 = -553816.957825
  nChanged 119
		SP:Iteration 12Q (6912.430000 sec): 3 clusters
  Score: Raw -556648.362885 + Penalty 2766.980904 = -553881.381981
  nChanged 88
		SP:Iteration 13Q (6912.590000 sec): 3 clusters
  Score: Raw -556692.734144 + Penalty 2766.980904 = -553925.753240
  nChanged 88
		SP:Iteration 14Q (6912.790000 sec): 3 clusters
  Score: Raw -556733.344917 + Penalty 2766.980904 = -553966.364012
  nChanged 72
		SP:Iteration 15Q (6912.940000 sec): 3 clusters
  Score: Raw -556767.221285 + Penalty 2766.980904 = -554000.240380
  nChanged 77
		SP:Iteration 16Q (6913.150000 sec): 3 clusters
  Score: Raw -556807.485215 + Penalty 2766.980904 = -554040.504311
  nChanged 78
		SP:Iteration 17Q (6913.360000 sec): 3 clusters
  Score: Raw -556856.406890 + Penalty 2766.980904 = -554089.425986
  nChanged 80
		SP:Iteration 18Q (6913.510000 sec): 3 clusters
  Score: Raw -556909.324998 + Penalty 2766.980904 = -554142.344093
  nChanged 66
		SP:Iteration 19Q (6913.670000 sec): 3 clusters
  Score: Raw -556944.581287 + Penalty 2766.980904 = -554177.600383
  nChanged 68
		SP:Iteration 20F (6913.850000 sec): 3 clusters
  Score: Raw -556976.995504 + Penalty 2766.980904 = -554210.014600
  nChanged 56
		SP:Iteration 21Q (6914.060000 sec): 3 clusters
  Score: Raw -557000.464216 + Penalty 2766.980904 = -554233.483312
  nChanged 52
		SP:Iteration 22Q (6914.280000 sec): 3 clusters
  Score: Raw -557023.428723 + Penalty 2766.980904 = -554256.447819
  nChanged 43
		SP:Iteration 23Q (6914.470000 sec): 3 clusters
  Score: Raw -557040.694004 + Penalty 2766.980904 = -554273.713100
  nChanged 45
		SP:Iteration 24Q (6914.740000 sec): 3 clusters
  Score: Raw -557058.470004 + Penalty 2766.980904 = -554291.489099
  nChanged 32
		SP:Iteration 25Q (6914.970000 sec): 3 clusters
  Score: Raw -557069.336716 + Penalty 2766.980904 = -554302.355812
  nChanged 23
		SP:Iteration 26Q (6915.140000 sec): 3 clusters
  Score: Raw -557074.435512 + Penalty 2766.980904 = -554307.454608
  nChanged 16
		SP:Iteration 27Q (6915.330000 sec): 3 clusters
  Score: Raw -557078.504678 + Penalty 2766.980904 = -554311.523773
  nChanged 13
		SP:Iteration 28Q (6915.500000 sec): 3 clusters
  Score: Raw -557081.232273 + Penalty 2766.980904 = -554314.251368
  nChanged 8
		SP:Iteration 29Q (6915.670000 sec): 3 clusters
  Score: Raw -557083.441262 + Penalty 2766.980904 = -554316.460357
  nChanged 8
		SP:Iteration 30Q (6915.910000 sec): 3 clusters
  Score: Raw -557085.915771 + Penalty 2766.980904 = -554318.934866
  nChanged 8
		SP:Iteration 31Q (6916.070000 sec): 3 clusters
  Score: Raw -557088.184351 + Penalty 2766.980904 = -554321.203446
  nChanged 6
		SP:Iteration 32Q (6916.260000 sec): 3 clusters
  Score: Raw -557089.504660 + Penalty 2766.980904 = -554322.523756
  nChanged 3
		SP:Iteration 33Q (6916.430000 sec): 3 clusters
  Score: Raw -557090.587096 + Penalty 2766.980904 = -554323.606191
  nChanged 4
		SP:Iteration 34Q (6916.600000 sec): 3 clusters
  Score: Raw -557094.885118 + Penalty 2766.980904 = -554327.904214
  nChanged 5
		SP:Iteration 35Q (6916.840000 sec): 3 clusters
  Score: Raw -557096.506434 + Penalty 2766.980904 = -554329.525529
  nChanged 5
		SP:Iteration 36Q (6916.970000 sec): 3 clusters
  Score: Raw -557097.769424 + Penalty 2766.980904 = -554330.788520
  nChanged 6
		SP:Iteration 37Q (6917.140000 sec): 3 clusters
  Score: Raw -557098.677806 + Penalty 2766.980904 = -554331.696901
  nChanged 3
		SP:Iteration 38Q (6917.340000 sec): 3 clusters
  Score: Raw -557099.075992 + Penalty 2766.980904 = -554332.095087
  nChanged 2
		SP:Iteration 39Q (6917.530000 sec): 3 clusters
  Score: Raw -557099.300982 + Penalty 2766.980904 = -554332.320078
  nChanged 3
		SP:Iteration 40F (6917.760000 sec): 3 clusters
  Score: Raw -557099.761196 + Penalty 2766.980904 = -554332.780291
  nChanged 4
		SP:Iteration 41Q (6918.010000 sec): 3 clusters
  Score: Raw -557100.225415 + Penalty 2766.980904 = -554333.244510
  nChanged 2
		SP:Iteration 42Q (6918.200000 sec): 3 clusters
  Score: Raw -557100.634850 + Penalty 2766.980904 = -554333.653945
  nChanged 3
		SP:Iteration 43Q (6918.390000 sec): 3 clusters
  Score: Raw -557101.348048 + Penalty 2766.980904 = -554334.367144
  nChanged 3
		SP:Iteration 44Q (6918.590000 sec): 3 clusters
  Score: Raw -557101.878362 + Penalty 2766.980904 = -554334.897458
  nChanged 2
		SP:Iteration 45Q (6918.780000 sec): 3 clusters
  Score: Raw -557102.173633 + Penalty 2766.980904 = -554335.192728
  nChanged 1
		SP:Iteration 46Q (6919.030000 sec): 3 clusters
  Score: Raw -557102.333178 + Penalty 2766.980904 = -554335.352274
  nChanged 1
		SP:Iteration 47Q (6919.290000 sec): 3 clusters
  Score: Raw -557102.584391 + Penalty 2766.980904 = -554335.603487
  nChanged 2
		SP:Iteration 48Q (6919.510000 sec): 3 clusters
  Score: Raw -557102.875535 + Penalty 2766.980904 = -554335.894631
  nChanged 2
		SP:Iteration 49Q (6919.710000 sec): 3 clusters
  Score: Raw -557103.425209 + Penalty 2766.980904 = -554336.444305
  nChanged 0
		SP:Iteration 50F (6919.930000 sec): 3 clusters
  Score: Raw -557103.425209 + Penalty 2766.980904 = -554336.444305
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 14 (53949 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6920.350000 sec): 2 clusters
  Score: Raw -6543118.034974 + Penalty 1770.566596 = -6541347.468379
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6920.840000 sec): 3 clusters
  Score: Raw -6508828.278564 + Penalty 3541.133191 = -6505287.145373
  nChanged 25346
		SP:Iteration 1F (6921.370000 sec): 3 clusters
  Score: Raw -6523266.248350 + Penalty 3541.133191 = -6519725.115159
  nChanged 2080
		SP:Iteration 2Q (6921.930000 sec): 3 clusters
  Score: Raw -6523863.858536 + Penalty 3541.133191 = -6520322.725345
  nChanged 2094
		SP:Iteration 3Q (6922.500000 sec): 3 clusters
  Score: Raw -6524536.653155 + Penalty 3541.133191 = -6520995.519964
  nChanged 2255
		SP:Iteration 4Q (6923.060000 sec): 3 clusters
  Score: Raw -6525429.175226 + Penalty 3541.133191 = -6521888.042034
  nChanged 2543
		SP:Iteration 5Q (6923.570000 sec): 3 clusters
  Score: Raw -6526656.737424 + Penalty 3541.133191 = -6523115.604232
  nChanged 2954
		SP:Iteration 6F (6924.130000 sec): 3 clusters
  Score: Raw -6528383.311898 + Penalty 3541.133191 = -6524842.178707
  nChanged 3274
		SP:Iteration 7F (6924.700000 sec): 3 clusters
  Score: Raw -6530566.391967 + Penalty 3541.133191 = -6527025.258775
  nChanged 3300
		SP:Iteration 8F (6925.190000 sec): 3 clusters
  Score: Raw -6533016.002089 + Penalty 3541.133191 = -6529474.868898
  nChanged 3136
		SP:Iteration 9F (6925.780000 sec): 3 clusters
  Score: Raw -6535325.243475 + Penalty 3541.133191 = -6531784.110284
  nChanged 2657
		SP:Iteration 10Q (6926.380000 sec): 3 clusters
  Score: Raw -6537060.973874 + Penalty 3541.133191 = -6533519.840683
  nChanged 2031
		SP:Iteration 11Q (6926.930000 sec): 3 clusters
  Score: Raw -6538141.970118 + Penalty 3541.133191 = -6534600.836926
  nChanged 1503
		SP:Iteration 12Q (6927.490000 sec): 3 clusters
  Score: Raw -6538780.861380 + Penalty 3541.133191 = -6535239.728188
  nChanged 1120
		SP:Iteration 13Q (6928.040000 sec): 3 clusters
  Score: Raw -6539188.848377 + Penalty 3541.133191 = -6535647.715186
  nChanged 892
		SP:Iteration 14Q (6928.570000 sec): 3 clusters
  Score: Raw -6539484.090111 + Penalty 3541.133191 = -6535942.956920
  nChanged 749
		SP:Iteration 15Q (6929.110000 sec): 3 clusters
  Score: Raw -6539687.174843 + Penalty 3541.133191 = -6536146.041652
  nChanged 590
		SP:Iteration 16Q (6929.610000 sec): 3 clusters
  Score: Raw -6539837.275852 + Penalty 3541.133191 = -6536296.142661
  nChanged 557
		SP:Iteration 17Q (6930.160000 sec): 3 clusters
  Score: Raw -6539967.890087 + Penalty 3541.133191 = -6536426.756896
  nChanged 495
		SP:Iteration 18Q (6930.710000 sec): 3 clusters
  Score: Raw -6540078.079381 + Penalty 3541.133191 = -6536536.946190
  nChanged 453
		SP:Iteration 19Q (6931.270000 sec): 3 clusters
  Score: Raw -6540180.767313 + Penalty 3541.133191 = -6536639.634122
  nChanged 449
		SP:Iteration 20F (6931.870000 sec): 3 clusters
  Score: Raw -6540273.723152 + Penalty 3541.133191 = -6536732.589961
  nChanged 399
		SP:Iteration 21Q (6932.420000 sec): 3 clusters
  Score: Raw -6540357.635222 + Penalty 3541.133191 = -6536816.502031
  nChanged 404
		SP:Iteration 22Q (6932.970000 sec): 3 clusters
  Score: Raw -6540436.693726 + Penalty 3541.133191 = -6536895.560535
  nChanged 391
		SP:Iteration 23Q (6933.330000 sec): 3 clusters
  Score: Raw -6540514.112115 + Penalty 3541.133191 = -6536972.978923
  nChanged 352
		SP:Iteration 24Q (6933.780000 sec): 3 clusters
  Score: Raw -6540590.704829 + Penalty 3541.133191 = -6537049.571638
  nChanged 376
		SP:Iteration 25Q (6934.210000 sec): 3 clusters
  Score: Raw -6540671.190901 + Penalty 3541.133191 = -6537130.057710
  nChanged 375
		SP:Iteration 26Q (6934.670000 sec): 3 clusters
  Score: Raw -6540754.615251 + Penalty 3541.133191 = -6537213.482059
  nChanged 413
		SP:Iteration 27Q (6935.130000 sec): 3 clusters
  Score: Raw -6540861.229088 + Penalty 3541.133191 = -6537320.095897
  nChanged 454
		SP:Iteration 28Q (6935.600000 sec): 3 clusters
  Score: Raw -6540992.981699 + Penalty 3541.133191 = -6537451.848508
  nChanged 479
		SP:Iteration 29Q (6936.140000 sec): 3 clusters
  Score: Raw -6541139.713029 + Penalty 3541.133191 = -6537598.579838
  nChanged 483
		SP:Iteration 30Q (6936.560000 sec): 3 clusters
  Score: Raw -6541288.025695 + Penalty 3541.133191 = -6537746.892503
  nChanged 511
		SP:Iteration 31Q (6936.990000 sec): 3 clusters
  Score: Raw -6541444.035949 + Penalty 3541.133191 = -6537902.902758
  nChanged 493
		SP:Iteration 32Q (6937.440000 sec): 3 clusters
  Score: Raw -6541597.179688 + Penalty 3541.133191 = -6538056.046496
  nChanged 474
		SP:Iteration 33Q (6937.980000 sec): 3 clusters
  Score: Raw -6541746.854403 + Penalty 3541.133191 = -6538205.721212
  nChanged 462
		SP:Iteration 34Q (6938.470000 sec): 3 clusters
  Score: Raw -6541900.366598 + Penalty 3541.133191 = -6538359.233406
  nChanged 452
		SP:Iteration 35Q (6938.930000 sec): 3 clusters
  Score: Raw -6542042.718268 + Penalty 3541.133191 = -6538501.585076
  nChanged 408
		SP:Iteration 36Q (6939.470000 sec): 3 clusters
  Score: Raw -6542155.623812 + Penalty 3541.133191 = -6538614.490620
  nChanged 351
		SP:Iteration 37Q (6939.940000 sec): 3 clusters
  Score: Raw -6542252.296247 + Penalty 3541.133191 = -6538711.163055
  nChanged 337
		SP:Iteration 38Q (6940.400000 sec): 3 clusters
  Score: Raw -6542349.617671 + Penalty 3541.133191 = -6538808.484479
  nChanged 303
		SP:Iteration 39Q (6940.820000 sec): 3 clusters
  Score: Raw -6542429.164403 + Penalty 3541.133191 = -6538888.031212
  nChanged 285
		SP:Iteration 40F (6941.360000 sec): 3 clusters
  Score: Raw -6542497.277872 + Penalty 3541.133191 = -6538956.144681
  nChanged 240
		SP:Iteration 41Q (6941.810000 sec): 3 clusters
  Score: Raw -6542550.167219 + Penalty 3541.133191 = -6539009.034028
  nChanged 233
		SP:Iteration 42Q (6942.290000 sec): 3 clusters
  Score: Raw -6542598.617591 + Penalty 3541.133191 = -6539057.484399
  nChanged 221
		SP:Iteration 43Q (6942.800000 sec): 3 clusters
  Score: Raw -6542641.622151 + Penalty 3541.133191 = -6539100.488960
  nChanged 178
		SP:Iteration 44Q (6943.270000 sec): 3 clusters
  Score: Raw -6542674.788688 + Penalty 3541.133191 = -6539133.655496
  nChanged 189
		SP:Iteration 45Q (6943.770000 sec): 3 clusters
  Score: Raw -6542709.009622 + Penalty 3541.133191 = -6539167.876431
  nChanged 165
		SP:Iteration 46Q (6944.230000 sec): 3 clusters
  Score: Raw -6542740.148360 + Penalty 3541.133191 = -6539199.015169
  nChanged 167
		SP:Iteration 47Q (6944.710000 sec): 3 clusters
  Score: Raw -6542772.659214 + Penalty 3541.133191 = -6539231.526023
  nChanged 160
		SP:Iteration 48Q (6945.190000 sec): 3 clusters
  Score: Raw -6542804.742024 + Penalty 3541.133191 = -6539263.608833
  nChanged 154
		SP:Iteration 49Q (6945.680000 sec): 3 clusters
  Score: Raw -6542836.106656 + Penalty 3541.133191 = -6539294.973464
  nChanged 146
		SP:Iteration 50Q (6946.200000 sec): 3 clusters
  Score: Raw -6542866.908635 + Penalty 3541.133191 = -6539325.775443
  nChanged 151
		SP:Iteration 51Q (6946.690000 sec): 3 clusters
  Score: Raw -6542898.130200 + Penalty 3541.133191 = -6539356.997008
  nChanged 146
		SP:Iteration 52Q (6947.190000 sec): 3 clusters
  Score: Raw -6542930.373076 + Penalty 3541.133191 = -6539389.239884
  nChanged 140
		SP:Iteration 53Q (6947.720000 sec): 3 clusters
  Score: Raw -6542960.806331 + Penalty 3541.133191 = -6539419.673140
  nChanged 130
		SP:Iteration 54Q (6948.210000 sec): 3 clusters
  Score: Raw -6542989.298874 + Penalty 3541.133191 = -6539448.165683
  nChanged 123
		SP:Iteration 55Q (6948.670000 sec): 3 clusters
  Score: Raw -6543014.213556 + Penalty 3541.133191 = -6539473.080365
  nChanged 120
		SP:Iteration 56Q (6949.150000 sec): 3 clusters
  Score: Raw -6543042.487703 + Penalty 3541.133191 = -6539501.354512
  nChanged 123
		SP:Iteration 57Q (6949.650000 sec): 3 clusters
  Score: Raw -6543069.035287 + Penalty 3541.133191 = -6539527.902096
  nChanged 107
		SP:Iteration 58Q (6950.140000 sec): 3 clusters
  Score: Raw -6543092.829994 + Penalty 3541.133191 = -6539551.696803
  nChanged 94
		SP:Iteration 59Q (6950.710000 sec): 3 clusters
  Score: Raw -6543112.736394 + Penalty 3541.133191 = -6539571.603202
  nChanged 85
		SP:Iteration 60F (6951.300000 sec): 3 clusters
  Score: Raw -6543132.723293 + Penalty 3541.133191 = -6539591.590101
  nChanged 94
		SP:Iteration 61Q (6951.820000 sec): 3 clusters
  Score: Raw -6543153.398427 + Penalty 3541.133191 = -6539612.265236
  nChanged 79
		SP:Iteration 62Q (6952.270000 sec): 3 clusters
  Score: Raw -6543171.661194 + Penalty 3541.133191 = -6539630.528003
  nChanged 82
		SP:Iteration 63Q (6952.740000 sec): 3 clusters
  Score: Raw -6543191.064116 + Penalty 3541.133191 = -6539649.930924
  nChanged 78
		SP:Iteration 64Q (6953.180000 sec): 3 clusters
  Score: Raw -6543206.885578 + Penalty 3541.133191 = -6539665.752387
  nChanged 70
		SP:Iteration 65Q (6953.700000 sec): 3 clusters
  Score: Raw -6543222.816752 + Penalty 3541.133191 = -6539681.683561
  nChanged 72
		SP:Iteration 66Q (6954.170000 sec): 3 clusters
  Score: Raw -6543237.702841 + Penalty 3541.133191 = -6539696.569650
  nChanged 68
		SP:Iteration 67Q (6954.630000 sec): 3 clusters
  Score: Raw -6543251.055118 + Penalty 3541.133191 = -6539709.921927
  nChanged 60
		SP:Iteration 68Q (6955.140000 sec): 3 clusters
  Score: Raw -6543266.184657 + Penalty 3541.133191 = -6539725.051465
  nChanged 59
		SP:Iteration 69Q (6955.630000 sec): 3 clusters
  Score: Raw -6543278.358225 + Penalty 3541.133191 = -6539737.225033
  nChanged 43
		SP:Iteration 70Q (6956.080000 sec): 3 clusters
  Score: Raw -6543285.397528 + Penalty 3541.133191 = -6539744.264337
  nChanged 34
		SP:Iteration 71Q (6956.550000 sec): 3 clusters
  Score: Raw -6543291.129503 + Penalty 3541.133191 = -6539749.996312
  nChanged 31
		SP:Iteration 72Q (6957.040000 sec): 3 clusters
  Score: Raw -6543296.390814 + Penalty 3541.133191 = -6539755.257622
  nChanged 34
		SP:Iteration 73Q (6957.470000 sec): 3 clusters
  Score: Raw -6543303.019016 + Penalty 3541.133191 = -6539761.885825
  nChanged 40
		SP:Iteration 74Q (6957.880000 sec): 3 clusters
  Score: Raw -6543311.171037 + Penalty 3541.133191 = -6539770.037845
  nChanged 39
		SP:Iteration 75Q (6958.390000 sec): 3 clusters
  Score: Raw -6543319.932085 + Penalty 3541.133191 = -6539778.798894
  nChanged 37
		SP:Iteration 76Q (6958.880000 sec): 3 clusters
  Score: Raw -6543327.753308 + Penalty 3541.133191 = -6539786.620116
  nChanged 28
		SP:Iteration 77Q (6959.250000 sec): 3 clusters
  Score: Raw -6543333.069721 + Penalty 3541.133191 = -6539791.936530
  nChanged 25
		SP:Iteration 78Q (6959.660000 sec): 3 clusters
  Score: Raw -6543337.424029 + Penalty 3541.133191 = -6539796.290837
  nChanged 23
		SP:Iteration 79Q (6960.170000 sec): 3 clusters
  Score: Raw -6543341.198826 + Penalty 3541.133191 = -6539800.065635
  nChanged 17
		SP:Iteration 80F (6960.700000 sec): 3 clusters
  Score: Raw -6543344.391747 + Penalty 3541.133191 = -6539803.258556
  nChanged 13
		SP:Iteration 81Q (6961.240000 sec): 3 clusters
  Score: Raw -6543346.769510 + Penalty 3541.133191 = -6539805.636318
  nChanged 12
		SP:Iteration 82Q (6961.790000 sec): 3 clusters
  Score: Raw -6543348.525202 + Penalty 3541.133191 = -6539807.392010
  nChanged 10
		SP:Iteration 83Q (6962.270000 sec): 3 clusters
  Score: Raw -6543350.850935 + Penalty 3541.133191 = -6539809.717744
  nChanged 9
		SP:Iteration 84Q (6962.740000 sec): 3 clusters
  Score: Raw -6543352.511261 + Penalty 3541.133191 = -6539811.378070
  nChanged 10
		SP:Iteration 85Q (6963.210000 sec): 3 clusters
  Score: Raw -6543354.048952 + Penalty 3541.133191 = -6539812.915760
  nChanged 4
		SP:Iteration 86Q (6963.690000 sec): 3 clusters
  Score: Raw -6543354.717179 + Penalty 3541.133191 = -6539813.583988
  nChanged 4
		SP:Iteration 87Q (6964.160000 sec): 3 clusters
  Score: Raw -6543355.161660 + Penalty 3541.133191 = -6539814.028469
  nChanged 3
		SP:Iteration 88Q (6964.670000 sec): 3 clusters
  Score: Raw -6543355.570128 + Penalty 3541.133191 = -6539814.436937
  nChanged 4
		SP:Iteration 89Q (6965.170000 sec): 3 clusters
  Score: Raw -6543355.969282 + Penalty 3541.133191 = -6539814.836090
  nChanged 5
		SP:Iteration 90Q (6965.690000 sec): 3 clusters
  Score: Raw -6543356.378315 + Penalty 3541.133191 = -6539815.245124
  nChanged 3
		SP:Iteration 91Q (6966.100000 sec): 3 clusters
  Score: Raw -6543356.790216 + Penalty 3541.133191 = -6539815.657024
  nChanged 3
		SP:Iteration 92Q (6966.500000 sec): 3 clusters
  Score: Raw -6543357.344384 + Penalty 3541.133191 = -6539816.211192
  nChanged 1
		SP:Iteration 93Q (6966.990000 sec): 3 clusters
  Score: Raw -6543357.441965 + Penalty 3541.133191 = -6539816.308773
  nChanged 2
		SP:Iteration 94Q (6967.470000 sec): 3 clusters
  Score: Raw -6543357.709317 + Penalty 3541.133191 = -6539816.576126
  nChanged 1
		SP:Iteration 95Q (6967.950000 sec): 3 clusters
  Score: Raw -6543357.783482 + Penalty 3541.133191 = -6539816.650291
  nChanged 0
		SP:Iteration 96F (6968.450000 sec): 3 clusters
  Score: Raw -6543357.783482 + Penalty 3541.133191 = -6539816.650291
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 15 (1720 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6968.570000 sec): 2 clusters
  Score: Raw -191154.545816 + Penalty 1210.637930 = -189943.907886
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6968.790000 sec): 3 clusters
  Score: Raw -190508.514658 + Penalty 2421.275860 = -188087.238798
  nChanged 608
		SP:Iteration 1F (6968.950000 sec): 3 clusters
  Score: Raw -191024.761530 + Penalty 2421.275860 = -188603.485670
  nChanged 169
		SP:Iteration 2F (6969.080000 sec): 3 clusters
  Score: Raw -191188.946454 + Penalty 2421.275860 = -188767.670594
  nChanged 88
		SP:Iteration 3F (6969.230000 sec): 3 clusters
  Score: Raw -191272.895968 + Penalty 2421.275860 = -188851.620108
  nChanged 61
		SP:Iteration 4Q (6969.390000 sec): 3 clusters
  Score: Raw -191337.418353 + Penalty 2421.275860 = -188916.142493
  nChanged 53
		SP:Iteration 5Q (6969.570000 sec): 3 clusters
  Score: Raw -191412.890667 + Penalty 2421.275860 = -188991.614807
  nChanged 53
		SP:Iteration 6Q (6969.710000 sec): 3 clusters
  Score: Raw -191490.267685 + Penalty 2421.275860 = -189068.991825
  nChanged 61
		SP:Iteration 7Q (6969.850000 sec): 3 clusters
  Score: Raw -191579.194552 + Penalty 2421.275860 = -189157.918692
  nChanged 54
		SP:Iteration 8Q (6970.000000 sec): 3 clusters
  Score: Raw -191653.326705 + Penalty 2421.275860 = -189232.050844
  nChanged 44
		SP:Iteration 9Q (6970.110000 sec): 3 clusters
  Score: Raw -191690.551584 + Penalty 2421.275860 = -189269.275724
  nChanged 30
		SP:Iteration 10Q (6970.290000 sec): 3 clusters
  Score: Raw -191717.410422 + Penalty 2421.275860 = -189296.134562
  nChanged 24
		SP:Iteration 11Q (6970.440000 sec): 3 clusters
  Score: Raw -191733.786444 + Penalty 2421.275860 = -189312.510583
  nChanged 18
		SP:Iteration 12Q (6970.660000 sec): 3 clusters
  Score: Raw -191742.968724 + Penalty 2421.275860 = -189321.692864
  nChanged 15
		SP:Iteration 13Q (6970.840000 sec): 3 clusters
  Score: Raw -191750.996998 + Penalty 2421.275860 = -189329.721137
  nChanged 11
		SP:Iteration 14Q (6971.010000 sec): 3 clusters
  Score: Raw -191757.590728 + Penalty 2421.275860 = -189336.314868
  nChanged 13
		SP:Iteration 15Q (6971.160000 sec): 3 clusters
  Score: Raw -191766.629376 + Penalty 2421.275860 = -189345.353516
  nChanged 6
		SP:Iteration 16Q (6971.350000 sec): 3 clusters
  Score: Raw -191771.092378 + Penalty 2421.275860 = -189349.816518
  nChanged 6
		SP:Iteration 17Q (6971.520000 sec): 3 clusters
  Score: Raw -191773.625049 + Penalty 2421.275860 = -189352.349189
  nChanged 5
		SP:Iteration 18Q (6971.750000 sec): 3 clusters
  Score: Raw -191776.638986 + Penalty 2421.275860 = -189355.363126
  nChanged 6
		SP:Iteration 19Q (6971.910000 sec): 3 clusters
  Score: Raw -191779.448757 + Penalty 2421.275860 = -189358.172896
  nChanged 4
		SP:Iteration 20F (6972.090000 sec): 3 clusters
  Score: Raw -191781.476726 + Penalty 2421.275860 = -189360.200866
  nChanged 4
		SP:Iteration 21Q (6972.260000 sec): 3 clusters
  Score: Raw -191782.682000 + Penalty 2421.275860 = -189361.406139
  nChanged 0
		SP:Iteration 22F (6972.470000 sec): 3 clusters
  Score: Raw -191782.682000 + Penalty 2421.275860 = -189361.406139
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 16 (694 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6972.530000 sec): 2 clusters
  Score: Raw -78432.602963 + Penalty 1063.151694 = -77369.451269
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6972.720000 sec): 3 clusters
  Score: Raw -78321.847979 + Penalty 2126.303387 = -76195.544592
  nChanged 194
		SP:Iteration 1F (6972.830000 sec): 3 clusters
  Score: Raw -78591.023436 + Penalty 2126.303387 = -76464.720048
  nChanged 64
		SP:Iteration 2F (6972.950000 sec): 3 clusters
  Score: Raw -78706.198761 + Penalty 2126.303387 = -76579.895374
  nChanged 43
		SP:Iteration 3F (6973.090000 sec): 3 clusters
  Score: Raw -78776.251048 + Penalty 2126.303387 = -76649.947661
  nChanged 26
		SP:Iteration 4Q (6973.210000 sec): 3 clusters
  Score: Raw -78833.995797 + Penalty 2126.303387 = -76707.692410
  nChanged 16
		SP:Iteration 5Q (6973.390000 sec): 3 clusters
  Score: Raw -78877.313843 + Penalty 2126.303387 = -76751.010456
  nChanged 15
		SP:Iteration 6Q (6973.570000 sec): 3 clusters
  Score: Raw -78905.558427 + Penalty 2126.303387 = -76779.255040
  nChanged 16
		SP:Iteration 7Q (6973.790000 sec): 3 clusters
  Score: Raw -78933.173365 + Penalty 2126.303387 = -76806.869978
  nChanged 10
		SP:Iteration 8Q (6973.970000 sec): 3 clusters
  Score: Raw -78954.957340 + Penalty 2126.303387 = -76828.653952
  nChanged 12
		SP:Iteration 9Q (6974.130000 sec): 3 clusters
  Score: Raw -78973.434595 + Penalty 2126.303387 = -76847.131208
  nChanged 6
		SP:Iteration 10Q (6974.320000 sec): 3 clusters
  Score: Raw -78979.108394 + Penalty 2126.303387 = -76852.805007
  nChanged 2
		SP:Iteration 11Q (6974.520000 sec): 3 clusters
  Score: Raw -78980.823047 + Penalty 2126.303387 = -76854.519660
  nChanged 0
		SP:Iteration 12F (6974.620000 sec): 3 clusters
  Score: Raw -78980.823047 + Penalty 2126.303387 = -76854.519660
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 17 (467 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6974.720000 sec): 2 clusters
  Score: Raw -31593.396707 + Penalty 998.778504 = -30594.618202
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6974.920000 sec): 3 clusters
  Score: Raw -31667.346986 + Penalty 1997.557009 = -29669.789977
  nChanged 120
		SP:Iteration 1F (6975.120000 sec): 3 clusters
  Score: Raw -31980.484703 + Penalty 1997.557009 = -29982.927694
  nChanged 42
		SP:Iteration 2F (6975.300000 sec): 3 clusters
  Score: Raw -32119.804007 + Penalty 1997.557009 = -30122.246998
  nChanged 17
		SP:Iteration 3Q (6975.460000 sec): 3 clusters
  Score: Raw -32230.289340 + Penalty 1997.557009 = -30232.732331
  nChanged 18
		SP:Iteration 4Q (6975.580000 sec): 3 clusters
  Score: Raw -32294.035852 + Penalty 1997.557009 = -30296.478843
  nChanged 12
		SP:Iteration 5Q (6975.750000 sec): 3 clusters
  Score: Raw -32336.123305 + Penalty 1997.557009 = -30338.566297
  nChanged 5
		SP:Iteration 6Q (6975.900000 sec): 3 clusters
  Score: Raw -32350.194352 + Penalty 1997.557009 = -30352.637343
  nChanged 3
		SP:Iteration 7Q (6976.010000 sec): 3 clusters
  Score: Raw -32366.866081 + Penalty 1997.557009 = -30369.309072
  nChanged 2
		SP:Iteration 8Q (6976.160000 sec): 3 clusters
  Score: Raw -32369.349956 + Penalty 1997.557009 = -30371.792947
  nChanged 1
		SP:Iteration 9Q (6976.320000 sec): 3 clusters
  Score: Raw -32369.905831 + Penalty 1997.557009 = -30372.348822
  nChanged 0
		SP:Iteration 10F (6976.410000 sec): 3 clusters
  Score: Raw -32370.966844 + Penalty 1997.557009 = -30373.409835
  nChanged 1
		SP:Iteration 11Q (6976.540000 sec): 3 clusters
  Score: Raw -32394.399726 + Penalty 1997.557009 = -30396.842717
  nChanged 4
		SP:Iteration 12Q (6976.700000 sec): 3 clusters
  Score: Raw -32441.018601 + Penalty 1997.557009 = -30443.461592
  nChanged 5
		SP:Iteration 13Q (6976.800000 sec): 3 clusters
  Score: Raw -32456.055411 + Penalty 1997.557009 = -30458.498402
  nChanged 2
		SP:Iteration 14Q (6976.950000 sec): 3 clusters
  Score: Raw -32459.053680 + Penalty 1997.557009 = -30461.496671
  nChanged 0
		SP:Iteration 15F (6977.180000 sec): 3 clusters
  Score: Raw -32459.053680 + Penalty 1997.557009 = -30461.496671
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 18 (2864 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6977.290000 sec): 2 clusters
  Score: Raw -348238.648624 + Penalty 1293.495861 = -346945.152763
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6977.480000 sec): 3 clusters
  Score: Raw -346885.209275 + Penalty 2586.991722 = -344298.217554
  nChanged 1094
		SP:Iteration 1F (6977.650000 sec): 3 clusters
  Score: Raw -347482.334595 + Penalty 2586.991722 = -344895.342873
  nChanged 225
		SP:Iteration 2F (6977.780000 sec): 3 clusters
  Score: Raw -347639.230564 + Penalty 2586.991722 = -345052.238842
  nChanged 175
		SP:Iteration 3F (6977.950000 sec): 3 clusters
  Score: Raw -347735.431114 + Penalty 2586.991722 = -345148.439393
  nChanged 126
		SP:Iteration 4Q (6978.120000 sec): 3 clusters
  Score: Raw -347807.804408 + Penalty 2586.991722 = -345220.812686
  nChanged 84
		SP:Iteration 5Q (6978.260000 sec): 3 clusters
  Score: Raw -347850.724173 + Penalty 2586.991722 = -345263.732451
  nChanged 56
		SP:Iteration 6Q (6978.520000 sec): 3 clusters
  Score: Raw -347876.296284 + Penalty 2586.991722 = -345289.304562
  nChanged 45
		SP:Iteration 7Q (6978.740000 sec): 3 clusters
  Score: Raw -347894.950701 + Penalty 2586.991722 = -345307.958980
  nChanged 29
		SP:Iteration 8Q (6978.880000 sec): 3 clusters
  Score: Raw -347906.989758 + Penalty 2586.991722 = -345319.998037
  nChanged 22
		SP:Iteration 9Q (6979.040000 sec): 3 clusters
  Score: Raw -347914.440566 + Penalty 2586.991722 = -345327.448844
  nChanged 18
		SP:Iteration 10Q (6979.280000 sec): 3 clusters
  Score: Raw -347922.323968 + Penalty 2586.991722 = -345335.332246
  nChanged 20
		SP:Iteration 11Q (6979.470000 sec): 3 clusters
  Score: Raw -347928.321302 + Penalty 2586.991722 = -345341.329580
  nChanged 19
		SP:Iteration 12Q (6979.680000 sec): 3 clusters
  Score: Raw -347934.475480 + Penalty 2586.991722 = -345347.483758
  nChanged 12
		SP:Iteration 13Q (6979.840000 sec): 3 clusters
  Score: Raw -347939.357579 + Penalty 2586.991722 = -345352.365858
  nChanged 12
		SP:Iteration 14Q (6980.010000 sec): 3 clusters
  Score: Raw -347942.565917 + Penalty 2586.991722 = -345355.574195
  nChanged 11
		SP:Iteration 15Q (6980.240000 sec): 3 clusters
  Score: Raw -347946.114730 + Penalty 2586.991722 = -345359.123009
  nChanged 10
		SP:Iteration 16Q (6980.380000 sec): 3 clusters
  Score: Raw -347949.627512 + Penalty 2586.991722 = -345362.635790
  nChanged 10
		SP:Iteration 17Q (6980.600000 sec): 3 clusters
  Score: Raw -347953.451142 + Penalty 2586.991722 = -345366.459420
  nChanged 13
		SP:Iteration 18Q (6980.790000 sec): 3 clusters
  Score: Raw -347958.538210 + Penalty 2586.991722 = -345371.546488
  nChanged 15
		SP:Iteration 19Q (6980.960000 sec): 3 clusters
  Score: Raw -347964.356164 + Penalty 2586.991722 = -345377.364443
  nChanged 14
		SP:Iteration 20F (6981.130000 sec): 3 clusters
  Score: Raw -347969.623128 + Penalty 2586.991722 = -345382.631406
  nChanged 17
		SP:Iteration 21Q (6981.330000 sec): 3 clusters
  Score: Raw -347978.333784 + Penalty 2586.991722 = -345391.342063
  nChanged 14
		SP:Iteration 22Q (6981.480000 sec): 3 clusters
  Score: Raw -347984.119291 + Penalty 2586.991722 = -345397.127570
  nChanged 16
		SP:Iteration 23Q (6981.650000 sec): 3 clusters
  Score: Raw -347991.204662 + Penalty 2586.991722 = -345404.212940
  nChanged 15
		SP:Iteration 24Q (6981.770000 sec): 3 clusters
  Score: Raw -347996.433324 + Penalty 2586.991722 = -345409.441602
  nChanged 13
		SP:Iteration 25Q (6981.970000 sec): 3 clusters
  Score: Raw -348000.294094 + Penalty 2586.991722 = -345413.302372
  nChanged 11
		SP:Iteration 26Q (6982.160000 sec): 3 clusters
  Score: Raw -348005.183389 + Penalty 2586.991722 = -345418.191667
  nChanged 11
		SP:Iteration 27Q (6982.330000 sec): 3 clusters
  Score: Raw -348009.002247 + Penalty 2586.991722 = -345422.010526
  nChanged 8
		SP:Iteration 28Q (6982.510000 sec): 3 clusters
  Score: Raw -348012.159535 + Penalty 2586.991722 = -345425.167813
  nChanged 15
		SP:Iteration 29Q (6982.700000 sec): 3 clusters
  Score: Raw -348019.143021 + Penalty 2586.991722 = -345432.151299
  nChanged 14
		SP:Iteration 30Q (6982.860000 sec): 3 clusters
  Score: Raw -348025.815464 + Penalty 2586.991722 = -345438.823743
  nChanged 10
		SP:Iteration 31Q (6983.040000 sec): 3 clusters
  Score: Raw -348029.426153 + Penalty 2586.991722 = -345442.434431
  nChanged 10
		SP:Iteration 32Q (6983.190000 sec): 3 clusters
  Score: Raw -348032.656415 + Penalty 2586.991722 = -345445.664693
  nChanged 5
		SP:Iteration 33Q (6983.420000 sec): 3 clusters
  Score: Raw -348034.863311 + Penalty 2586.991722 = -345447.871589
  nChanged 8
		SP:Iteration 34Q (6983.580000 sec): 3 clusters
  Score: Raw -348038.825688 + Penalty 2586.991722 = -345451.833966
  nChanged 15
		SP:Iteration 35Q (6983.750000 sec): 3 clusters
  Score: Raw -348044.315041 + Penalty 2586.991722 = -345457.323319
  nChanged 9
		SP:Iteration 36Q (6983.930000 sec): 3 clusters
  Score: Raw -348047.991731 + Penalty 2586.991722 = -345461.000009
  nChanged 10
		SP:Iteration 37Q (6984.160000 sec): 3 clusters
  Score: Raw -348052.543340 + Penalty 2586.991722 = -345465.551618
  nChanged 15
		SP:Iteration 38Q (6984.360000 sec): 3 clusters
  Score: Raw -348060.753502 + Penalty 2586.991722 = -345473.761781
  nChanged 24
		SP:Iteration 39Q (6984.570000 sec): 3 clusters
  Score: Raw -348074.181550 + Penalty 2586.991722 = -345487.189828
  nChanged 26
		SP:Iteration 40F (6984.710000 sec): 3 clusters
  Score: Raw -348087.105350 + Penalty 2586.991722 = -345500.113629
  nChanged 20
		SP:Iteration 41Q (6984.900000 sec): 3 clusters
  Score: Raw -348094.967705 + Penalty 2586.991722 = -345507.975983
  nChanged 13
		SP:Iteration 42Q (6985.080000 sec): 3 clusters
  Score: Raw -348101.684071 + Penalty 2586.991722 = -345514.692350
  nChanged 18
		SP:Iteration 43Q (6985.290000 sec): 3 clusters
  Score: Raw -348109.594518 + Penalty 2586.991722 = -345522.602796
  nChanged 19
		SP:Iteration 44Q (6985.460000 sec): 3 clusters
  Score: Raw -348118.543772 + Penalty 2586.991722 = -345531.552051
  nChanged 11
		SP:Iteration 45Q (6985.610000 sec): 3 clusters
  Score: Raw -348123.117638 + Penalty 2586.991722 = -345536.125917
  nChanged 6
		SP:Iteration 46Q (6985.760000 sec): 3 clusters
  Score: Raw -348125.613063 + Penalty 2586.991722 = -345538.621341
  nChanged 7
		SP:Iteration 47Q (6985.900000 sec): 3 clusters
  Score: Raw -348129.329156 + Penalty 2586.991722 = -345542.337435
  nChanged 7
		SP:Iteration 48Q (6986.060000 sec): 3 clusters
  Score: Raw -348132.395391 + Penalty 2586.991722 = -345545.403669
  nChanged 9
		SP:Iteration 49Q (6986.250000 sec): 3 clusters
  Score: Raw -348137.769902 + Penalty 2586.991722 = -345550.778181
  nChanged 12
		SP:Iteration 50Q (6986.490000 sec): 3 clusters
  Score: Raw -348143.232248 + Penalty 2586.991722 = -345556.240527
  nChanged 10
		SP:Iteration 51Q (6986.630000 sec): 3 clusters
  Score: Raw -348146.706310 + Penalty 2586.991722 = -345559.714588
  nChanged 10
		SP:Iteration 52Q (6986.790000 sec): 3 clusters
  Score: Raw -348152.235437 + Penalty 2586.991722 = -345565.243715
  nChanged 10
		SP:Iteration 53Q (6986.920000 sec): 3 clusters
  Score: Raw -348155.197800 + Penalty 2586.991722 = -345568.206078
  nChanged 4
		SP:Iteration 54Q (6987.090000 sec): 3 clusters
  Score: Raw -348156.339864 + Penalty 2586.991722 = -345569.348143
  nChanged 3
		SP:Iteration 55Q (6987.280000 sec): 3 clusters
  Score: Raw -348157.256293 + Penalty 2586.991722 = -345570.264572
  nChanged 5
		SP:Iteration 56Q (6987.460000 sec): 3 clusters
  Score: Raw -348160.164745 + Penalty 2586.991722 = -345573.173024
  nChanged 6
		SP:Iteration 57Q (6987.620000 sec): 3 clusters
  Score: Raw -348162.789243 + Penalty 2586.991722 = -345575.797522
  nChanged 8
		SP:Iteration 58Q (6987.820000 sec): 3 clusters
  Score: Raw -348166.656090 + Penalty 2586.991722 = -345579.664368
  nChanged 7
		SP:Iteration 59Q (6988.030000 sec): 3 clusters
  Score: Raw -348169.509898 + Penalty 2586.991722 = -345582.518176
  nChanged 10
		SP:Iteration 60F (6988.240000 sec): 3 clusters
  Score: Raw -348173.428493 + Penalty 2586.991722 = -345586.436771
  nChanged 12
		SP:Iteration 61Q (6988.450000 sec): 3 clusters
  Score: Raw -348178.829786 + Penalty 2586.991722 = -345591.838064
  nChanged 14
		SP:Iteration 62Q (6988.620000 sec): 3 clusters
  Score: Raw -348185.946648 + Penalty 2586.991722 = -345598.954926
  nChanged 16
		SP:Iteration 63Q (6988.830000 sec): 3 clusters
  Score: Raw -348194.589300 + Penalty 2586.991722 = -345607.597578
  nChanged 18
		SP:Iteration 64Q (6989.020000 sec): 3 clusters
  Score: Raw -348203.788478 + Penalty 2586.991722 = -345616.796756
  nChanged 21
		SP:Iteration 65Q (6989.160000 sec): 3 clusters
  Score: Raw -348213.188285 + Penalty 2586.991722 = -345626.196564
  nChanged 11
		SP:Iteration 66Q (6989.330000 sec): 3 clusters
  Score: Raw -348216.887806 + Penalty 2586.991722 = -345629.896084
  nChanged 5
		SP:Iteration 67Q (6989.500000 sec): 3 clusters
  Score: Raw -348218.493959 + Penalty 2586.991722 = -345631.502237
  nChanged 6
		SP:Iteration 68Q (6989.680000 sec): 3 clusters
  Score: Raw -348219.877425 + Penalty 2586.991722 = -345632.885703
  nChanged 2
		SP:Iteration 69Q (6989.840000 sec): 3 clusters
  Score: Raw -348220.258197 + Penalty 2586.991722 = -345633.266476
  nChanged 1
		SP:Iteration 70Q (6989.940000 sec): 3 clusters
  Score: Raw -348220.956339 + Penalty 2586.991722 = -345633.964617
  nChanged 3
		SP:Iteration 71Q (6990.030000 sec): 3 clusters
  Score: Raw -348223.684627 + Penalty 2586.991722 = -345636.692906
  nChanged 6
		SP:Iteration 72Q (6990.170000 sec): 3 clusters
  Score: Raw -348226.567952 + Penalty 2586.991722 = -345639.576230
  nChanged 6
		SP:Iteration 73Q (6990.330000 sec): 3 clusters
  Score: Raw -348229.070784 + Penalty 2586.991722 = -345642.079063
  nChanged 7
		SP:Iteration 74Q (6990.480000 sec): 3 clusters
  Score: Raw -348231.255103 + Penalty 2586.991722 = -345644.263381
  nChanged 3
		SP:Iteration 75Q (6990.700000 sec): 3 clusters
  Score: Raw -348233.161390 + Penalty 2586.991722 = -345646.169668
  nChanged 4
		SP:Iteration 76Q (6990.890000 sec): 3 clusters
  Score: Raw -348236.335198 + Penalty 2586.991722 = -345649.343477
  nChanged 8
		SP:Iteration 77Q (6991.100000 sec): 3 clusters
  Score: Raw -348240.103605 + Penalty 2586.991722 = -345653.111883
  nChanged 7
		SP:Iteration 78Q (6991.330000 sec): 3 clusters
  Score: Raw -348245.834231 + Penalty 2586.991722 = -345658.842509
  nChanged 13
		SP:Iteration 79Q (6991.510000 sec): 3 clusters
  Score: Raw -348254.535458 + Penalty 2586.991722 = -345667.543736
  nChanged 14
		SP:Iteration 80F (6991.740000 sec): 3 clusters
  Score: Raw -348260.552516 + Penalty 2586.991722 = -345673.560794
  nChanged 8
		SP:Iteration 81Q (6991.910000 sec): 3 clusters
  Score: Raw -348265.706671 + Penalty 2586.991722 = -345678.714949
  nChanged 9
		SP:Iteration 82Q (6992.070000 sec): 3 clusters
  Score: Raw -348273.203477 + Penalty 2586.991722 = -345686.211756
  nChanged 10
		SP:Iteration 83Q (6992.230000 sec): 3 clusters
  Score: Raw -348278.970097 + Penalty 2586.991722 = -345691.978376
  nChanged 8
		SP:Iteration 84Q (6992.410000 sec): 3 clusters
  Score: Raw -348282.913614 + Penalty 2586.991722 = -345695.921892
  nChanged 5
		SP:Iteration 85Q (6992.580000 sec): 3 clusters
  Score: Raw -348285.287422 + Penalty 2586.991722 = -345698.295701
  nChanged 2
		SP:Iteration 86Q (6992.760000 sec): 3 clusters
  Score: Raw -348286.573112 + Penalty 2586.991722 = -345699.581390
  nChanged 3
		SP:Iteration 87Q (6992.950000 sec): 3 clusters
  Score: Raw -348287.872388 + Penalty 2586.991722 = -345700.880667
  nChanged 3
		SP:Iteration 88Q (6993.140000 sec): 3 clusters
  Score: Raw -348289.918618 + Penalty 2586.991722 = -345702.926897
  nChanged 7
		SP:Iteration 89Q (6993.320000 sec): 3 clusters
  Score: Raw -348292.244647 + Penalty 2586.991722 = -345705.252925
  nChanged 6
		SP:Iteration 90Q (6993.530000 sec): 3 clusters
  Score: Raw -348295.335153 + Penalty 2586.991722 = -345708.343432
  nChanged 6
		SP:Iteration 91Q (6993.690000 sec): 3 clusters
  Score: Raw -348299.157675 + Penalty 2586.991722 = -345712.165953
  nChanged 6
		SP:Iteration 92Q (6993.880000 sec): 3 clusters
  Score: Raw -348301.364378 + Penalty 2586.991722 = -345714.372657
  nChanged 4
		SP:Iteration 93Q (6994.140000 sec): 3 clusters
  Score: Raw -348302.800437 + Penalty 2586.991722 = -345715.808715
  nChanged 3
		SP:Iteration 94Q (6994.320000 sec): 3 clusters
  Score: Raw -348304.605979 + Penalty 2586.991722 = -345717.614257
  nChanged 0
		SP:Iteration 95F (6994.460000 sec): 3 clusters
  Score: Raw -348304.605979 + Penalty 2586.991722 = -345717.614257
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 19 (1917 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6994.580000 sec): 2 clusters
  Score: Raw -236809.785064 + Penalty 1228.258971 = -235581.526093
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6994.780000 sec): 3 clusters
  Score: Raw -236004.719404 + Penalty 2456.517941 = -233548.201463
  nChanged 656
		SP:Iteration 1F (6995.000000 sec): 3 clusters
  Score: Raw -236422.040790 + Penalty 2456.517941 = -233965.522849
  nChanged 150
		SP:Iteration 2F (6995.170000 sec): 3 clusters
  Score: Raw -236521.095644 + Penalty 2456.517941 = -234064.577703
  nChanged 77
		SP:Iteration 3Q (6995.330000 sec): 3 clusters
  Score: Raw -236569.611361 + Penalty 2456.517941 = -234113.093420
  nChanged 51
		SP:Iteration 4Q (6995.470000 sec): 3 clusters
  Score: Raw -236599.915620 + Penalty 2456.517941 = -234143.397679
  nChanged 33
		SP:Iteration 5Q (6995.650000 sec): 3 clusters
  Score: Raw -236617.352133 + Penalty 2456.517941 = -234160.834192
  nChanged 24
		SP:Iteration 6Q (6995.810000 sec): 3 clusters
  Score: Raw -236630.615182 + Penalty 2456.517941 = -234174.097240
  nChanged 20
		SP:Iteration 7Q (6996.030000 sec): 3 clusters
  Score: Raw -236641.328834 + Penalty 2456.517941 = -234184.810892
  nChanged 21
		SP:Iteration 8Q (6996.190000 sec): 3 clusters
  Score: Raw -236653.388295 + Penalty 2456.517941 = -234196.870354
  nChanged 19
		SP:Iteration 9Q (6996.370000 sec): 3 clusters
  Score: Raw -236663.322892 + Penalty 2456.517941 = -234206.804951
  nChanged 8
		SP:Iteration 10Q (6996.510000 sec): 3 clusters
  Score: Raw -236666.863194 + Penalty 2456.517941 = -234210.345252
  nChanged 3
		SP:Iteration 11Q (6996.670000 sec): 3 clusters
  Score: Raw -236667.916359 + Penalty 2456.517941 = -234211.398417
  nChanged 3
		SP:Iteration 12Q (6996.790000 sec): 3 clusters
  Score: Raw -236668.510870 + Penalty 2456.517941 = -234211.992929
  nChanged 1
		SP:Iteration 13Q (6996.910000 sec): 3 clusters
  Score: Raw -236668.634206 + Penalty 2456.517941 = -234212.116264
  nChanged 0
		SP:Iteration 14F (6997.030000 sec): 3 clusters
  Score: Raw -236668.634206 + Penalty 2456.517941 = -234212.116264
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 20 (197052 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (6998.370000 sec): 2 clusters
  Score: Raw -23702525.657741 + Penalty 1981.073726 = -23700544.584015
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (6999.960000 sec): 3 clusters
  Score: Raw -23571724.200797 + Penalty 3962.147453 = -23567762.053344
  nChanged 95704
		SP:Iteration 1F (7001.210000 sec): 3 clusters
  Score: Raw -23629763.098440 + Penalty 3962.147453 = -23625800.950987
  nChanged 7542
		SP:Iteration 2Q (7002.530000 sec): 3 clusters
  Score: Raw -23632360.060190 + Penalty 3962.147453 = -23628397.912737
  nChanged 9773
		SP:Iteration 3Q (7003.750000 sec): 3 clusters
  Score: Raw -23636842.714822 + Penalty 3962.147453 = -23632880.567369
  nChanged 12543
		SP:Iteration 4F (7004.940000 sec): 3 clusters
  Score: Raw -23644321.361285 + Penalty 3962.147453 = -23640359.213832
  nChanged 14956
		SP:Iteration 5F (7006.250000 sec): 3 clusters
  Score: Raw -23655234.977237 + Penalty 3962.147453 = -23651272.829784
  nChanged 15605
		SP:Iteration 6F (7007.450000 sec): 3 clusters
  Score: Raw -23667820.919095 + Penalty 3962.147453 = -23663858.771642
  nChanged 13441
		SP:Iteration 7F (7008.590000 sec): 3 clusters
  Score: Raw -23678490.839298 + Penalty 3962.147453 = -23674528.691845
  nChanged 10074
		SP:Iteration 8F (7009.910000 sec): 3 clusters
  Score: Raw -23685966.386914 + Penalty 3962.147453 = -23682004.239461
  nChanged 7339
		SP:Iteration 9Q (7011.230000 sec): 3 clusters
  Score: Raw -23691226.553437 + Penalty 3962.147453 = -23687264.405984
  nChanged 5521
		SP:Iteration 10Q (7012.690000 sec): 3 clusters
  Score: Raw -23695212.493214 + Penalty 3962.147453 = -23691250.345761
  nChanged 4024
		SP:Iteration 11Q (7014.030000 sec): 3 clusters
  Score: Raw -23698125.088547 + Penalty 3962.147453 = -23694162.941094
  nChanged 2720
		SP:Iteration 12Q (7015.280000 sec): 3 clusters
  Score: Raw -23699992.620885 + Penalty 3962.147453 = -23696030.473432
  nChanged 1726
		SP:Iteration 13Q (7016.550000 sec): 3 clusters
  Score: Raw -23701143.608706 + Penalty 3962.147453 = -23697181.461253
  nChanged 1041
		SP:Iteration 14Q (7017.790000 sec): 3 clusters
  Score: Raw -23701808.444783 + Penalty 3962.147453 = -23697846.297330
  nChanged 613
		SP:Iteration 15Q (7018.990000 sec): 3 clusters
  Score: Raw -23702193.271905 + Penalty 3962.147453 = -23698231.124452
  nChanged 388
		SP:Iteration 16Q (7020.240000 sec): 3 clusters
  Score: Raw -23702435.205107 + Penalty 3962.147453 = -23698473.057654
  nChanged 227
		SP:Iteration 17Q (7021.410000 sec): 3 clusters
  Score: Raw -23702580.876409 + Penalty 3962.147453 = -23698618.728956
  nChanged 142
		SP:Iteration 18Q (7022.630000 sec): 3 clusters
  Score: Raw -23702677.626794 + Penalty 3962.147453 = -23698715.479341
  nChanged 78
		SP:Iteration 19Q (7023.850000 sec): 3 clusters
  Score: Raw -23702731.468226 + Penalty 3962.147453 = -23698769.320773
  nChanged 58
		SP:Iteration 20F (7025.420000 sec): 3 clusters
  Score: Raw -23702764.129643 + Penalty 3962.147453 = -23698801.982190
  nChanged 35
		SP:Iteration 21Q (7026.920000 sec): 3 clusters
  Score: Raw -23702781.097562 + Penalty 3962.147453 = -23698818.950109
  nChanged 25
		SP:Iteration 22Q (7028.060000 sec): 3 clusters
  Score: Raw -23702796.587593 + Penalty 3962.147453 = -23698834.440140
  nChanged 19
		SP:Iteration 23Q (7029.150000 sec): 3 clusters
  Score: Raw -23702807.134835 + Penalty 3962.147453 = -23698844.987382
  nChanged 16
		SP:Iteration 24Q (7030.250000 sec): 3 clusters
  Score: Raw -23702816.308292 + Penalty 3962.147453 = -23698854.160839
  nChanged 15
		SP:Iteration 25Q (7031.290000 sec): 3 clusters
  Score: Raw -23702824.257926 + Penalty 3962.147453 = -23698862.110473
  nChanged 11
		SP:Iteration 26Q (7032.450000 sec): 3 clusters
  Score: Raw -23702831.832043 + Penalty 3962.147453 = -23698869.684590
  nChanged 6
		SP:Iteration 27Q (7033.510000 sec): 3 clusters
  Score: Raw -23702834.900654 + Penalty 3962.147453 = -23698872.753201
  nChanged 4
		SP:Iteration 28Q (7034.590000 sec): 3 clusters
  Score: Raw -23702837.573222 + Penalty 3962.147453 = -23698875.425769
  nChanged 9
		SP:Iteration 29Q (7035.690000 sec): 3 clusters
  Score: Raw -23702841.392166 + Penalty 3962.147453 = -23698879.244713
  nChanged 7
		SP:Iteration 30Q (7036.960000 sec): 3 clusters
  Score: Raw -23702845.205039 + Penalty 3962.147453 = -23698883.057586
  nChanged 5
		SP:Iteration 31Q (7038.150000 sec): 3 clusters
  Score: Raw -23702848.368045 + Penalty 3962.147453 = -23698886.220593
  nChanged 7
		SP:Iteration 32Q (7039.310000 sec): 3 clusters
  Score: Raw -23702852.382466 + Penalty 3962.147453 = -23698890.235013
  nChanged 6
		SP:Iteration 33Q (7040.520000 sec): 3 clusters
  Score: Raw -23702854.853004 + Penalty 3962.147453 = -23698892.705551
  nChanged 5
		SP:Iteration 34Q (7041.720000 sec): 3 clusters
  Score: Raw -23702857.461641 + Penalty 3962.147453 = -23698895.314188
  nChanged 1
		SP:Iteration 35Q (7042.840000 sec): 3 clusters
  Score: Raw -23702857.618165 + Penalty 3962.147453 = -23698895.470712
  nChanged 0
		SP:Iteration 36F (7044.110000 sec): 3 clusters
  Score: Raw -23702857.618165 + Penalty 3962.147453 = -23698895.470712
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 21 (1148 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7044.270000 sec): 2 clusters
  Score: Raw -51658.399179 + Penalty 1144.938694 = -50513.460485
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7044.430000 sec): 3 clusters
  Score: Raw -51476.242440 + Penalty 2289.877387 = -49186.365053
  nChanged 430
		SP:Iteration 1F (7044.620000 sec): 3 clusters
  Score: Raw -53037.240177 + Penalty 2289.877387 = -50747.362789
  nChanged 167
		SP:Iteration 2F (7044.810000 sec): 3 clusters
  Score: Raw -53872.886158 + Penalty 2289.877387 = -51583.008770
  nChanged 55
		SP:Iteration 3Q (7044.930000 sec): 3 clusters
  Score: Raw -54252.115381 + Penalty 2289.877387 = -51962.237994
  nChanged 35
		SP:Iteration 4Q (7045.120000 sec): 3 clusters
  Score: Raw -54429.062299 + Penalty 2289.877387 = -52139.184912
  nChanged 26
		SP:Iteration 5Q (7045.310000 sec): 3 clusters
  Score: Raw -54516.016076 + Penalty 2289.877387 = -52226.138689
  nChanged 13
		SP:Iteration 6Q (7045.430000 sec): 3 clusters
  Score: Raw -54549.516508 + Penalty 2289.877387 = -52259.639120
  nChanged 8
		SP:Iteration 7Q (7045.620000 sec): 3 clusters
  Score: Raw -54562.010931 + Penalty 2289.877387 = -52272.133544
  nChanged 3
		SP:Iteration 8Q (7045.810000 sec): 3 clusters
  Score: Raw -54565.489315 + Penalty 2289.877387 = -52275.611928
  nChanged 1
		SP:Iteration 9Q (7045.950000 sec): 3 clusters
  Score: Raw -54568.927129 + Penalty 2289.877387 = -52279.049742
  nChanged 3
		SP:Iteration 10Q (7046.090000 sec): 3 clusters
  Score: Raw -54575.755161 + Penalty 2289.877387 = -52285.877773
  nChanged 0
		SP:Iteration 11F (7046.190000 sec): 3 clusters
  Score: Raw -54580.653675 + Penalty 2289.877387 = -52290.776287
  nChanged 2
		SP:Iteration 12Q (7046.390000 sec): 3 clusters
  Score: Raw -54592.206773 + Penalty 2289.877387 = -52302.329386
  nChanged 7
		SP:Iteration 13Q (7046.530000 sec): 3 clusters
  Score: Raw -54626.385946 + Penalty 2289.877387 = -52336.508558
  nChanged 7
		SP:Iteration 14Q (7046.700000 sec): 3 clusters
  Score: Raw -54664.367293 + Penalty 2289.877387 = -52374.489906
  nChanged 8
		SP:Iteration 15Q (7046.910000 sec): 3 clusters
  Score: Raw -54746.536756 + Penalty 2289.877387 = -52456.659369
  nChanged 10
		SP:Iteration 16Q (7047.080000 sec): 3 clusters
  Score: Raw -54854.095978 + Penalty 2289.877387 = -52564.218591
  nChanged 6
		SP:Iteration 17Q (7047.260000 sec): 3 clusters
  Score: Raw -54894.589964 + Penalty 2289.877387 = -52604.712577
  nChanged 9
		SP:Iteration 18Q (7047.430000 sec): 3 clusters
  Score: Raw -54920.482457 + Penalty 2289.877387 = -52630.605069
  nChanged 5
		SP:Iteration 19Q (7047.560000 sec): 3 clusters
  Score: Raw -54930.819447 + Penalty 2289.877387 = -52640.942059
  nChanged 2
		SP:Iteration 20F (7047.730000 sec): 3 clusters
  Score: Raw -54934.016638 + Penalty 2289.877387 = -52644.139250
  nChanged 2
		SP:Iteration 21Q (7047.930000 sec): 3 clusters
  Score: Raw -54937.006420 + Penalty 2289.877387 = -52647.129032
  nChanged 3
		SP:Iteration 22Q (7048.100000 sec): 3 clusters
  Score: Raw -54944.078771 + Penalty 2289.877387 = -52654.201384
  nChanged 2
		SP:Iteration 23Q (7048.230000 sec): 3 clusters
  Score: Raw -54945.644050 + Penalty 2289.877387 = -52655.766663
  nChanged 1
		SP:Iteration 24Q (7048.410000 sec): 3 clusters
  Score: Raw -54946.415590 + Penalty 2289.877387 = -52656.538202
  nChanged 1
		SP:Iteration 25Q (7048.550000 sec): 3 clusters
  Score: Raw -54948.414823 + Penalty 2289.877387 = -52658.537435
  nChanged 1
		SP:Iteration 26Q (7048.740000 sec): 3 clusters
  Score: Raw -54949.299406 + Penalty 2289.877387 = -52659.422018
  nChanged 0
		SP:Iteration 27F (7048.910000 sec): 3 clusters
  Score: Raw -54949.299406 + Penalty 2289.877387 = -52659.422018
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 49.
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 22 (15686 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7049.170000 sec): 2 clusters
  Score: Raw -1837840.321711 + Penalty 1569.835129 = -1836270.486582
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7049.430000 sec): 3 clusters
  Score: Raw -1828657.351093 + Penalty 3139.670259 = -1825517.680834
  nChanged 6894
		SP:Iteration 1F (7049.770000 sec): 3 clusters
  Score: Raw -1832479.530502 + Penalty 3139.670259 = -1829339.860243
  nChanged 1003
		SP:Iteration 2F (7050.040000 sec): 3 clusters
  Score: Raw -1833051.789985 + Penalty 3139.670259 = -1829912.119726
  nChanged 1001
		SP:Iteration 3F (7050.340000 sec): 3 clusters
  Score: Raw -1833674.876963 + Penalty 3139.670259 = -1830535.206704
  nChanged 979
		SP:Iteration 4F (7050.640000 sec): 3 clusters
  Score: Raw -1834316.625024 + Penalty 3139.670259 = -1831176.954765
  nChanged 949
		SP:Iteration 5F (7050.990000 sec): 3 clusters
  Score: Raw -1834982.437103 + Penalty 3139.670259 = -1831842.766844
  nChanged 950
		SP:Iteration 6F (7051.270000 sec): 3 clusters
  Score: Raw -1835740.416813 + Penalty 3139.670259 = -1832600.746554
  nChanged 884
		SP:Iteration 7F (7051.480000 sec): 3 clusters
  Score: Raw -1836382.283798 + Penalty 3139.670259 = -1833242.613539
  nChanged 710
		SP:Iteration 8Q (7051.790000 sec): 3 clusters
  Score: Raw -1836752.980039 + Penalty 3139.670259 = -1833613.309780
  nChanged 499
		SP:Iteration 9Q (7052.020000 sec): 3 clusters
  Score: Raw -1836949.738575 + Penalty 3139.670259 = -1833810.068316
  nChanged 356
		SP:Iteration 10Q (7052.340000 sec): 3 clusters
  Score: Raw -1837070.521938 + Penalty 3139.670259 = -1833930.851679
  nChanged 273
		SP:Iteration 11Q (7052.600000 sec): 3 clusters
  Score: Raw -1837152.347799 + Penalty 3139.670259 = -1834012.677540
  nChanged 212
		SP:Iteration 12Q (7052.850000 sec): 3 clusters
  Score: Raw -1837209.180635 + Penalty 3139.670259 = -1834069.510376
  nChanged 180
		SP:Iteration 13Q (7053.130000 sec): 3 clusters
  Score: Raw -1837258.826978 + Penalty 3139.670259 = -1834119.156719
  nChanged 184
		SP:Iteration 14Q (7053.400000 sec): 3 clusters
  Score: Raw -1837310.883325 + Penalty 3139.670259 = -1834171.213066
  nChanged 182
		SP:Iteration 15Q (7053.710000 sec): 3 clusters
  Score: Raw -1837359.565762 + Penalty 3139.670259 = -1834219.895503
  nChanged 156
		SP:Iteration 16Q (7054.070000 sec): 3 clusters
  Score: Raw -1837403.545165 + Penalty 3139.670259 = -1834263.874906
  nChanged 158
		SP:Iteration 17Q (7054.360000 sec): 3 clusters
  Score: Raw -1837451.071219 + Penalty 3139.670259 = -1834311.400960
  nChanged 204
		SP:Iteration 18Q (7054.640000 sec): 3 clusters
  Score: Raw -1837518.223337 + Penalty 3139.670259 = -1834378.553078
  nChanged 202
		SP:Iteration 19Q (7054.930000 sec): 3 clusters
  Score: Raw -1837591.896149 + Penalty 3139.670259 = -1834452.225890
  nChanged 223
		SP:Iteration 20F (7055.200000 sec): 3 clusters
  Score: Raw -1837689.165899 + Penalty 3139.670259 = -1834549.495640
  nChanged 235
		SP:Iteration 21Q (7055.480000 sec): 3 clusters
  Score: Raw -1837804.740029 + Penalty 3139.670259 = -1834665.069770
  nChanged 259
		SP:Iteration 22Q (7055.760000 sec): 3 clusters
  Score: Raw -1837940.995559 + Penalty 3139.670259 = -1834801.325300
  nChanged 253
		SP:Iteration 23Q (7056.040000 sec): 3 clusters
  Score: Raw -1838069.045951 + Penalty 3139.670259 = -1834929.375692
  nChanged 244
		SP:Iteration 24Q (7056.330000 sec): 3 clusters
  Score: Raw -1838174.800827 + Penalty 3139.670259 = -1835035.130568
  nChanged 229
		SP:Iteration 25Q (7056.570000 sec): 3 clusters
  Score: Raw -1838278.411873 + Penalty 3139.670259 = -1835138.741614
  nChanged 206
		SP:Iteration 26Q (7056.860000 sec): 3 clusters
  Score: Raw -1838360.512211 + Penalty 3139.670259 = -1835220.841952
  nChanged 169
		SP:Iteration 27Q (7057.150000 sec): 3 clusters
  Score: Raw -1838427.048574 + Penalty 3139.670259 = -1835287.378315
  nChanged 174
		SP:Iteration 28Q (7057.430000 sec): 3 clusters
  Score: Raw -1838490.400955 + Penalty 3139.670259 = -1835350.730696
  nChanged 146
		SP:Iteration 29Q (7057.680000 sec): 3 clusters
  Score: Raw -1838539.619796 + Penalty 3139.670259 = -1835399.949537
  nChanged 133
		SP:Iteration 30Q (7057.960000 sec): 3 clusters
  Score: Raw -1838583.011375 + Penalty 3139.670259 = -1835443.341116
  nChanged 117
		SP:Iteration 31Q (7058.210000 sec): 3 clusters
  Score: Raw -1838618.004095 + Penalty 3139.670259 = -1835478.333836
  nChanged 103
		SP:Iteration 32Q (7058.450000 sec): 3 clusters
  Score: Raw -1838643.883713 + Penalty 3139.670259 = -1835504.213455
  nChanged 78
		SP:Iteration 33Q (7058.740000 sec): 3 clusters
  Score: Raw -1838662.969510 + Penalty 3139.670259 = -1835523.299251
  nChanged 78
		SP:Iteration 34Q (7058.990000 sec): 3 clusters
  Score: Raw -1838683.354037 + Penalty 3139.670259 = -1835543.683778
  nChanged 77
		SP:Iteration 35Q (7059.280000 sec): 3 clusters
  Score: Raw -1838702.219175 + Penalty 3139.670259 = -1835562.548916
  nChanged 74
		SP:Iteration 36Q (7059.500000 sec): 3 clusters
  Score: Raw -1838718.889889 + Penalty 3139.670259 = -1835579.219630
  nChanged 69
		SP:Iteration 37Q (7059.780000 sec): 3 clusters
  Score: Raw -1838735.769914 + Penalty 3139.670259 = -1835596.099655
  nChanged 70
		SP:Iteration 38Q (7060.000000 sec): 3 clusters
  Score: Raw -1838753.758014 + Penalty 3139.670259 = -1835614.087755
  nChanged 61
		SP:Iteration 39Q (7060.240000 sec): 3 clusters
  Score: Raw -1838768.739046 + Penalty 3139.670259 = -1835629.068787
  nChanged 60
		SP:Iteration 40F (7060.500000 sec): 3 clusters
  Score: Raw -1838783.709382 + Penalty 3139.670259 = -1835644.039123
  nChanged 58
		SP:Iteration 41Q (7060.760000 sec): 3 clusters
  Score: Raw -1838799.070084 + Penalty 3139.670259 = -1835659.399825
  nChanged 59
		SP:Iteration 42Q (7061.060000 sec): 3 clusters
  Score: Raw -1838816.045274 + Penalty 3139.670259 = -1835676.375015
  nChanged 55
		SP:Iteration 43Q (7061.270000 sec): 3 clusters
  Score: Raw -1838828.593279 + Penalty 3139.670259 = -1835688.923020
  nChanged 37
		SP:Iteration 44Q (7061.530000 sec): 3 clusters
  Score: Raw -1838836.478679 + Penalty 3139.670259 = -1835696.808421
  nChanged 41
		SP:Iteration 45Q (7061.840000 sec): 3 clusters
  Score: Raw -1838847.563338 + Penalty 3139.670259 = -1835707.893079
  nChanged 50
		SP:Iteration 46Q (7062.060000 sec): 3 clusters
  Score: Raw -1838861.287774 + Penalty 3139.670259 = -1835721.617516
  nChanged 55
		SP:Iteration 47Q (7062.290000 sec): 3 clusters
  Score: Raw -1838877.729378 + Penalty 3139.670259 = -1835738.059120
  nChanged 66
		SP:Iteration 48Q (7062.540000 sec): 3 clusters
  Score: Raw -1838897.449377 + Penalty 3139.670259 = -1835757.779118
  nChanged 68
		SP:Iteration 49Q (7062.730000 sec): 3 clusters
  Score: Raw -1838920.562330 + Penalty 3139.670259 = -1835780.892071
  nChanged 63
		SP:Iteration 50Q (7062.960000 sec): 3 clusters
  Score: Raw -1838941.616472 + Penalty 3139.670259 = -1835801.946213
  nChanged 55
		SP:Iteration 51Q (7063.180000 sec): 3 clusters
  Score: Raw -1838957.421852 + Penalty 3139.670259 = -1835817.751593
  nChanged 44
		SP:Iteration 52Q (7063.410000 sec): 3 clusters
  Score: Raw -1838970.145581 + Penalty 3139.670259 = -1835830.475322
  nChanged 43
		SP:Iteration 53Q (7063.640000 sec): 3 clusters
  Score: Raw -1838985.096738 + Penalty 3139.670259 = -1835845.426479
  nChanged 33
		SP:Iteration 54Q (7063.920000 sec): 3 clusters
  Score: Raw -1838996.475794 + Penalty 3139.670259 = -1835856.805535
  nChanged 30
		SP:Iteration 55Q (7064.200000 sec): 3 clusters
  Score: Raw -1839004.512529 + Penalty 3139.670259 = -1835864.842270
  nChanged 26
		SP:Iteration 56Q (7064.390000 sec): 3 clusters
  Score: Raw -1839010.479200 + Penalty 3139.670259 = -1835870.808941
  nChanged 19
		SP:Iteration 57Q (7064.680000 sec): 3 clusters
  Score: Raw -1839015.771186 + Penalty 3139.670259 = -1835876.100927
  nChanged 18
		SP:Iteration 58Q (7064.970000 sec): 3 clusters
  Score: Raw -1839020.352860 + Penalty 3139.670259 = -1835880.682601
  nChanged 21
		SP:Iteration 59Q (7065.240000 sec): 3 clusters
  Score: Raw -1839025.330875 + Penalty 3139.670259 = -1835885.660616
  nChanged 11
		SP:Iteration 60F (7065.500000 sec): 3 clusters
  Score: Raw -1839027.827625 + Penalty 3139.670259 = -1835888.157366
  nChanged 13
		SP:Iteration 61Q (7065.760000 sec): 3 clusters
  Score: Raw -1839029.685589 + Penalty 3139.670259 = -1835890.015330
  nChanged 13
		SP:Iteration 62Q (7066.030000 sec): 3 clusters
  Score: Raw -1839033.039007 + Penalty 3139.670259 = -1835893.368748
  nChanged 11
		SP:Iteration 63Q (7066.220000 sec): 3 clusters
  Score: Raw -1839034.836156 + Penalty 3139.670259 = -1835895.165897
  nChanged 7
		SP:Iteration 64Q (7066.460000 sec): 3 clusters
  Score: Raw -1839036.388654 + Penalty 3139.670259 = -1835896.718395
  nChanged 5
		SP:Iteration 65Q (7066.720000 sec): 3 clusters
  Score: Raw -1839037.248117 + Penalty 3139.670259 = -1835897.577858
  nChanged 7
		SP:Iteration 66Q (7067.060000 sec): 3 clusters
  Score: Raw -1839038.342365 + Penalty 3139.670259 = -1835898.672106
  nChanged 4
		SP:Iteration 67Q (7067.270000 sec): 3 clusters
  Score: Raw -1839039.104763 + Penalty 3139.670259 = -1835899.434504
  nChanged 3
		SP:Iteration 68Q (7067.560000 sec): 3 clusters
  Score: Raw -1839039.741355 + Penalty 3139.670259 = -1835900.071096
  nChanged 3
		SP:Iteration 69Q (7067.860000 sec): 3 clusters
  Score: Raw -1839040.215479 + Penalty 3139.670259 = -1835900.545220
  nChanged 1
		SP:Iteration 70Q (7068.070000 sec): 3 clusters
  Score: Raw -1839040.309533 + Penalty 3139.670259 = -1835900.639274
  nChanged 0
		SP:Iteration 71F (7068.400000 sec): 3 clusters
  Score: Raw -1839040.309533 + Penalty 3139.670259 = -1835900.639274
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 23 (8309 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7068.530000 sec): 2 clusters
  Score: Raw -1004794.368744 + Penalty 1466.577863 = -1003327.790881
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7068.780000 sec): 3 clusters
  Score: Raw -1000070.467806 + Penalty 2933.155727 = -997137.312079
  nChanged 3577
		SP:Iteration 1F (7069.040000 sec): 3 clusters
  Score: Raw -1002023.453860 + Penalty 2933.155727 = -999090.298134
  nChanged 585
		SP:Iteration 2F (7069.210000 sec): 3 clusters
  Score: Raw -1002348.843168 + Penalty 2933.155727 = -999415.687442
  nChanged 530
		SP:Iteration 3F (7069.450000 sec): 3 clusters
  Score: Raw -1002662.290073 + Penalty 2933.155727 = -999729.134347
  nChanged 476
		SP:Iteration 4F (7069.700000 sec): 3 clusters
  Score: Raw -1002975.449401 + Penalty 2933.155727 = -1000042.293675
  nChanged 480
		SP:Iteration 5F (7069.950000 sec): 3 clusters
  Score: Raw -1003288.600268 + Penalty 2933.155727 = -1000355.444541
  nChanged 408
		SP:Iteration 6Q (7070.140000 sec): 3 clusters
  Score: Raw -1003540.115477 + Penalty 2933.155727 = -1000606.959750
  nChanged 362
		SP:Iteration 7Q (7070.340000 sec): 3 clusters
  Score: Raw -1003767.339149 + Penalty 2933.155727 = -1000834.183422
  nChanged 345
		SP:Iteration 8Q (7070.480000 sec): 3 clusters
  Score: Raw -1003988.204359 + Penalty 2933.155727 = -1001055.048632
  nChanged 291
		SP:Iteration 9Q (7070.660000 sec): 3 clusters
  Score: Raw -1004174.688226 + Penalty 2933.155727 = -1001241.532500
  nChanged 257
		SP:Iteration 10Q (7070.870000 sec): 3 clusters
  Score: Raw -1004338.201833 + Penalty 2933.155727 = -1001405.046106
  nChanged 220
		SP:Iteration 11Q (7071.060000 sec): 3 clusters
  Score: Raw -1004476.489036 + Penalty 2933.155727 = -1001543.333309
  nChanged 178
		SP:Iteration 12Q (7071.280000 sec): 3 clusters
  Score: Raw -1004572.020949 + Penalty 2933.155727 = -1001638.865222
  nChanged 125
		SP:Iteration 13Q (7071.580000 sec): 3 clusters
  Score: Raw -1004631.802387 + Penalty 2933.155727 = -1001698.646660
  nChanged 106
		SP:Iteration 14Q (7071.780000 sec): 3 clusters
  Score: Raw -1004690.700659 + Penalty 2933.155727 = -1001757.544932
  nChanged 81
		SP:Iteration 15Q (7072.010000 sec): 3 clusters
  Score: Raw -1004735.860708 + Penalty 2933.155727 = -1001802.704981
  nChanged 80
		SP:Iteration 16Q (7072.160000 sec): 3 clusters
  Score: Raw -1004779.721877 + Penalty 2933.155727 = -1001846.566150
  nChanged 69
		SP:Iteration 17Q (7072.400000 sec): 3 clusters
  Score: Raw -1004817.926567 + Penalty 2933.155727 = -1001884.770840
  nChanged 68
		SP:Iteration 18Q (7072.700000 sec): 3 clusters
  Score: Raw -1004851.921059 + Penalty 2933.155727 = -1001918.765332
  nChanged 58
		SP:Iteration 19Q (7072.870000 sec): 3 clusters
  Score: Raw -1004877.153587 + Penalty 2933.155727 = -1001943.997860
  nChanged 44
		SP:Iteration 20F (7073.060000 sec): 3 clusters
  Score: Raw -1004894.271331 + Penalty 2933.155727 = -1001961.115605
  nChanged 36
		SP:Iteration 21Q (7073.280000 sec): 3 clusters
  Score: Raw -1004909.300632 + Penalty 2933.155727 = -1001976.144905
  nChanged 36
		SP:Iteration 22Q (7073.470000 sec): 3 clusters
  Score: Raw -1004922.193401 + Penalty 2933.155727 = -1001989.037674
  nChanged 34
		SP:Iteration 23Q (7073.650000 sec): 3 clusters
  Score: Raw -1004932.413541 + Penalty 2933.155727 = -1001999.257814
  nChanged 23
		SP:Iteration 24Q (7073.910000 sec): 3 clusters
  Score: Raw -1004939.484390 + Penalty 2933.155727 = -1002006.328663
  nChanged 21
		SP:Iteration 25Q (7074.100000 sec): 3 clusters
  Score: Raw -1004947.514070 + Penalty 2933.155727 = -1002014.358344
  nChanged 17
		SP:Iteration 26Q (7074.400000 sec): 3 clusters
  Score: Raw -1004955.396055 + Penalty 2933.155727 = -1002022.240328
  nChanged 27
		SP:Iteration 27Q (7074.620000 sec): 3 clusters
  Score: Raw -1004974.267644 + Penalty 2933.155727 = -1002041.111918
  nChanged 33
		SP:Iteration 28Q (7074.870000 sec): 3 clusters
  Score: Raw -1004995.842325 + Penalty 2933.155727 = -1002062.686598
  nChanged 35
		SP:Iteration 29Q (7075.080000 sec): 3 clusters
  Score: Raw -1005011.519984 + Penalty 2933.155727 = -1002078.364258
  nChanged 21
		SP:Iteration 30Q (7075.260000 sec): 3 clusters
  Score: Raw -1005020.644379 + Penalty 2933.155727 = -1002087.488652
  nChanged 20
		SP:Iteration 31Q (7075.510000 sec): 3 clusters
  Score: Raw -1005029.386491 + Penalty 2933.155727 = -1002096.230765
  nChanged 21
		SP:Iteration 32Q (7075.760000 sec): 3 clusters
  Score: Raw -1005040.535935 + Penalty 2933.155727 = -1002107.380208
  nChanged 27
		SP:Iteration 33Q (7075.960000 sec): 3 clusters
  Score: Raw -1005053.077111 + Penalty 2933.155727 = -1002119.921384
  nChanged 19
		SP:Iteration 34Q (7076.190000 sec): 3 clusters
  Score: Raw -1005060.391253 + Penalty 2933.155727 = -1002127.235526
  nChanged 17
		SP:Iteration 35Q (7076.420000 sec): 3 clusters
  Score: Raw -1005067.382923 + Penalty 2933.155727 = -1002134.227196
  nChanged 13
		SP:Iteration 36Q (7076.630000 sec): 3 clusters
  Score: Raw -1005074.267216 + Penalty 2933.155727 = -1002141.111490
  nChanged 16
		SP:Iteration 37Q (7076.820000 sec): 3 clusters
  Score: Raw -1005081.042995 + Penalty 2933.155727 = -1002147.887268
  nChanged 10
		SP:Iteration 38Q (7077.020000 sec): 3 clusters
  Score: Raw -1005085.758212 + Penalty 2933.155727 = -1002152.602485
  nChanged 9
		SP:Iteration 39Q (7077.210000 sec): 3 clusters
  Score: Raw -1005088.865226 + Penalty 2933.155727 = -1002155.709499
  nChanged 9
		SP:Iteration 40F (7077.420000 sec): 3 clusters
  Score: Raw -1005091.735334 + Penalty 2933.155727 = -1002158.579607
  nChanged 3
		SP:Iteration 41Q (7077.630000 sec): 3 clusters
  Score: Raw -1005092.956971 + Penalty 2933.155727 = -1002159.801244
  nChanged 3
		SP:Iteration 42Q (7077.790000 sec): 3 clusters
  Score: Raw -1005094.411580 + Penalty 2933.155727 = -1002161.255854
  nChanged 4
		SP:Iteration 43Q (7078.020000 sec): 3 clusters
  Score: Raw -1005096.248105 + Penalty 2933.155727 = -1002163.092378
  nChanged 1
		SP:Iteration 44Q (7078.280000 sec): 3 clusters
  Score: Raw -1005096.742402 + Penalty 2933.155727 = -1002163.586676
  nChanged 3
		SP:Iteration 45Q (7078.520000 sec): 3 clusters
  Score: Raw -1005099.332952 + Penalty 2933.155727 = -1002166.177225
  nChanged 6
		SP:Iteration 46Q (7078.700000 sec): 3 clusters
  Score: Raw -1005101.586966 + Penalty 2933.155727 = -1002168.431239
  nChanged 4
		SP:Iteration 47Q (7078.900000 sec): 3 clusters
  Score: Raw -1005102.846775 + Penalty 2933.155727 = -1002169.691048
  nChanged 3
		SP:Iteration 48Q (7079.150000 sec): 3 clusters
  Score: Raw -1005104.008718 + Penalty 2933.155727 = -1002170.852991
  nChanged 1
		SP:Iteration 49Q (7079.330000 sec): 3 clusters
  Score: Raw -1005104.252691 + Penalty 2933.155727 = -1002171.096965
  nChanged 2
		SP:Iteration 50Q (7079.570000 sec): 3 clusters
  Score: Raw -1005105.122007 + Penalty 2933.155727 = -1002171.966281
  nChanged 0
		SP:Iteration 51F (7079.750000 sec): 3 clusters
  Score: Raw -1005105.122007 + Penalty 2933.155727 = -1002171.966281
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 24 (9004 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7079.870000 sec): 2 clusters
  Score: Raw -1090279.229669 + Penalty 1479.631433 = -1088799.598236
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7080.120000 sec): 3 clusters
  Score: Raw -1085304.073192 + Penalty 2959.262866 = -1082344.810327
  nChanged 3791
		SP:Iteration 1F (7080.350000 sec): 3 clusters
  Score: Raw -1087414.450039 + Penalty 2959.262866 = -1084455.187174
  nChanged 635
		SP:Iteration 2F (7080.550000 sec): 3 clusters
  Score: Raw -1087825.372821 + Penalty 2959.262866 = -1084866.109955
  nChanged 587
		SP:Iteration 3F (7080.750000 sec): 3 clusters
  Score: Raw -1088276.038408 + Penalty 2959.262866 = -1085316.775543
  nChanged 612
		SP:Iteration 4F (7080.960000 sec): 3 clusters
  Score: Raw -1088829.353596 + Penalty 2959.262866 = -1085870.090731
  nChanged 621
		SP:Iteration 5F (7081.190000 sec): 3 clusters
  Score: Raw -1089458.692523 + Penalty 2959.262866 = -1086499.429658
  nChanged 622
		SP:Iteration 6F (7081.420000 sec): 3 clusters
  Score: Raw -1090075.882103 + Penalty 2959.262866 = -1087116.619238
  nChanged 583
		SP:Iteration 7F (7081.610000 sec): 3 clusters
  Score: Raw -1090536.808468 + Penalty 2959.262866 = -1087577.545603
  nChanged 436
		SP:Iteration 8Q (7081.880000 sec): 3 clusters
  Score: Raw -1090860.681441 + Penalty 2959.262866 = -1087901.418575
  nChanged 341
		SP:Iteration 9Q (7082.120000 sec): 3 clusters
  Score: Raw -1091141.495551 + Penalty 2959.262866 = -1088182.232685
  nChanged 299
		SP:Iteration 10Q (7082.350000 sec): 3 clusters
  Score: Raw -1091440.154362 + Penalty 2959.262866 = -1088480.891496
  nChanged 238
		SP:Iteration 11Q (7082.590000 sec): 3 clusters
  Score: Raw -1091716.289907 + Penalty 2959.262866 = -1088757.027041
  nChanged 212
		SP:Iteration 12Q (7082.820000 sec): 3 clusters
  Score: Raw -1091917.717288 + Penalty 2959.262866 = -1088958.454422
  nChanged 170
		SP:Iteration 13Q (7083.060000 sec): 3 clusters
  Score: Raw -1092039.360006 + Penalty 2959.262866 = -1089080.097141
  nChanged 112
		SP:Iteration 14Q (7083.280000 sec): 3 clusters
  Score: Raw -1092089.701141 + Penalty 2959.262866 = -1089130.438275
  nChanged 68
		SP:Iteration 15Q (7083.500000 sec): 3 clusters
  Score: Raw -1092115.854576 + Penalty 2959.262866 = -1089156.591711
  nChanged 54
		SP:Iteration 16Q (7083.700000 sec): 3 clusters
  Score: Raw -1092132.114844 + Penalty 2959.262866 = -1089172.851978
  nChanged 35
		SP:Iteration 17Q (7083.880000 sec): 3 clusters
  Score: Raw -1092141.890612 + Penalty 2959.262866 = -1089182.627747
  nChanged 26
		SP:Iteration 18Q (7084.130000 sec): 3 clusters
  Score: Raw -1092150.254825 + Penalty 2959.262866 = -1089190.991960
  nChanged 26
		SP:Iteration 19Q (7084.380000 sec): 3 clusters
  Score: Raw -1092156.450843 + Penalty 2959.262866 = -1089197.187977
  nChanged 24
		SP:Iteration 20F (7084.600000 sec): 3 clusters
  Score: Raw -1092161.665910 + Penalty 2959.262866 = -1089202.403045
  nChanged 10
		SP:Iteration 21Q (7084.820000 sec): 3 clusters
  Score: Raw -1092163.888774 + Penalty 2959.262866 = -1089204.625908
  nChanged 9
		SP:Iteration 22Q (7085.040000 sec): 3 clusters
  Score: Raw -1092165.093464 + Penalty 2959.262866 = -1089205.830599
  nChanged 4
		SP:Iteration 23Q (7085.280000 sec): 3 clusters
  Score: Raw -1092165.603850 + Penalty 2959.262866 = -1089206.340985
  nChanged 4
		SP:Iteration 24Q (7085.480000 sec): 3 clusters
  Score: Raw -1092166.001923 + Penalty 2959.262866 = -1089206.739058
  nChanged 4
		SP:Iteration 25Q (7085.700000 sec): 3 clusters
  Score: Raw -1092166.328493 + Penalty 2959.262866 = -1089207.065627
  nChanged 1
		SP:Iteration 26Q (7085.900000 sec): 3 clusters
  Score: Raw -1092166.361400 + Penalty 2959.262866 = -1089207.098534
  nChanged 0
		SP:Iteration 27F (7086.150000 sec): 3 clusters
  Score: Raw -1092166.361400 + Penalty 2959.262866 = -1089207.098534
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 50.
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 25 (911 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7086.280000 sec): 2 clusters
  Score: Raw -91196.494943 + Penalty 1107.363221 = -90089.131722
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7086.460000 sec): 3 clusters
  Score: Raw -91021.220732 + Penalty 2214.726442 = -88806.494290
  nChanged 301
		SP:Iteration 1F (7086.700000 sec): 3 clusters
  Score: Raw -91374.348914 + Penalty 2214.726442 = -89159.622472
  nChanged 116
		SP:Iteration 2F (7086.880000 sec): 3 clusters
  Score: Raw -91925.968509 + Penalty 2214.726442 = -89711.242068
  nChanged 124
		SP:Iteration 3F (7087.030000 sec): 3 clusters
  Score: Raw -92606.381956 + Penalty 2214.726442 = -90391.655515
  nChanged 84
		SP:Iteration 4F (7087.200000 sec): 3 clusters
  Score: Raw -93179.029629 + Penalty 2214.726442 = -90964.303187
  nChanged 51
		SP:Iteration 5F (7087.400000 sec): 3 clusters
  Score: Raw -93662.843658 + Penalty 2214.726442 = -91448.117216
  nChanged 33
		SP:Iteration 6Q (7087.620000 sec): 3 clusters
  Score: Raw -93848.548776 + Penalty 2214.726442 = -91633.822334
  nChanged 26
		SP:Iteration 7Q (7087.850000 sec): 3 clusters
  Score: Raw -93982.053486 + Penalty 2214.726442 = -91767.327045
  nChanged 17
		SP:Iteration 8Q (7088.070000 sec): 3 clusters
  Score: Raw -94055.967731 + Penalty 2214.726442 = -91841.241290
  nChanged 9
		SP:Iteration 9Q (7088.290000 sec): 3 clusters
  Score: Raw -94083.888427 + Penalty 2214.726442 = -91869.161985
  nChanged 6
		SP:Iteration 10Q (7088.490000 sec): 3 clusters
  Score: Raw -94097.344995 + Penalty 2214.726442 = -91882.618554
  nChanged 4
		SP:Iteration 11Q (7088.700000 sec): 3 clusters
  Score: Raw -94104.789126 + Penalty 2214.726442 = -91890.062684
  nChanged 1
		SP:Iteration 12Q (7088.920000 sec): 3 clusters
  Score: Raw -94108.741492 + Penalty 2214.726442 = -91894.015051
  nChanged 2
		SP:Iteration 13Q (7089.110000 sec): 3 clusters
  Score: Raw -94113.833043 + Penalty 2214.726442 = -91899.106602
  nChanged 2
		SP:Iteration 14Q (7089.280000 sec): 3 clusters
  Score: Raw -94117.637007 + Penalty 2214.726442 = -91902.910565
  nChanged 0
		SP:Iteration 15F (7089.460000 sec): 3 clusters
  Score: Raw -94117.637007 + Penalty 2214.726442 = -91902.910565
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 51.
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 26 (1170 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7089.580000 sec): 2 clusters
  Score: Raw -137051.845794 + Penalty 1148.023342 = -135903.822452
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7089.830000 sec): 3 clusters
  Score: Raw -136698.515643 + Penalty 2296.046684 = -134402.468959
  nChanged 366
		SP:Iteration 1F (7089.980000 sec): 3 clusters
  Score: Raw -137242.862186 + Penalty 2296.046684 = -134946.815502
  nChanged 127
		SP:Iteration 2F (7090.160000 sec): 3 clusters
  Score: Raw -138405.516640 + Penalty 2296.046684 = -136109.469956
  nChanged 232
		SP:Iteration 3F (7090.360000 sec): 3 clusters
  Score: Raw -139189.615203 + Penalty 2296.046684 = -136893.568519
  nChanged 118
		SP:Iteration 4F (7090.510000 sec): 3 clusters
  Score: Raw -139438.909962 + Penalty 2296.046684 = -137142.863278
  nChanged 33
		SP:Iteration 5Q (7090.710000 sec): 3 clusters
  Score: Raw -139544.016684 + Penalty 2296.046684 = -137247.970000
  nChanged 12
		SP:Iteration 6Q (7090.800000 sec): 3 clusters
  Score: Raw -139582.012382 + Penalty 2296.046684 = -137285.965698
  nChanged 6
		SP:Iteration 7Q (7090.970000 sec): 3 clusters
  Score: Raw -139598.029888 + Penalty 2296.046684 = -137301.983204
  nChanged 5
		SP:Iteration 8Q (7091.140000 sec): 3 clusters
  Score: Raw -139615.028634 + Penalty 2296.046684 = -137318.981950
  nChanged 1
		SP:Iteration 9Q (7091.300000 sec): 3 clusters
  Score: Raw -139619.772018 + Penalty 2296.046684 = -137323.725334
  nChanged 2
		SP:Iteration 10Q (7091.480000 sec): 3 clusters
  Score: Raw -139631.835112 + Penalty 2296.046684 = -137335.788428
  nChanged 3
		SP:Iteration 11Q (7091.650000 sec): 3 clusters
  Score: Raw -139643.227174 + Penalty 2296.046684 = -137347.180490
  nChanged 1
		SP:Iteration 12Q (7091.820000 sec): 3 clusters
  Score: Raw -139646.143518 + Penalty 2296.046684 = -137350.096834
  nChanged 1
		SP:Iteration 13Q (7092.020000 sec): 3 clusters
  Score: Raw -139647.981445 + Penalty 2296.046684 = -137351.934761
  nChanged 0
		SP:Iteration 14F (7092.180000 sec): 3 clusters
  Score: Raw -139647.981445 + Penalty 2296.046684 = -137351.934761
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 52.
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 27 (15927 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7092.380000 sec): 2 clusters
  Score: Raw -1928962.561707 + Penalty 1572.312797 = -1927390.248909
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7092.630000 sec): 3 clusters
  Score: Raw -1919515.051469 + Penalty 3144.625595 = -1916370.425874
  nChanged 7082
		SP:Iteration 1F (7092.920000 sec): 3 clusters
  Score: Raw -1923453.541900 + Penalty 3144.625595 = -1920308.916305
  nChanged 974
		SP:Iteration 2F (7093.200000 sec): 3 clusters
  Score: Raw -1923957.777579 + Penalty 3144.625595 = -1920813.151985
  nChanged 986
		SP:Iteration 3F (7093.480000 sec): 3 clusters
  Score: Raw -1924634.156325 + Penalty 3144.625595 = -1921489.530730
  nChanged 1145
		SP:Iteration 4F (7093.760000 sec): 3 clusters
  Score: Raw -1925669.753110 + Penalty 3144.625595 = -1922525.127515
  nChanged 1378
		SP:Iteration 5F (7094.050000 sec): 3 clusters
  Score: Raw -1926995.914558 + Penalty 3144.625595 = -1923851.288963
  nChanged 1308
		SP:Iteration 6F (7094.290000 sec): 3 clusters
  Score: Raw -1928203.148816 + Penalty 3144.625595 = -1925058.523221
  nChanged 1017
		SP:Iteration 7F (7094.530000 sec): 3 clusters
  Score: Raw -1929076.657832 + Penalty 3144.625595 = -1925932.032237
  nChanged 736
		SP:Iteration 8Q (7094.820000 sec): 3 clusters
  Score: Raw -1929668.857804 + Penalty 3144.625595 = -1926524.232209
  nChanged 473
		SP:Iteration 9Q (7095.100000 sec): 3 clusters
  Score: Raw -1929997.033017 + Penalty 3144.625595 = -1926852.407422
  nChanged 339
		SP:Iteration 10Q (7095.390000 sec): 3 clusters
  Score: Raw -1930207.755268 + Penalty 3144.625595 = -1927063.129673
  nChanged 256
		SP:Iteration 11Q (7095.670000 sec): 3 clusters
  Score: Raw -1930339.947456 + Penalty 3144.625595 = -1927195.321861
  nChanged 172
		SP:Iteration 12Q (7095.950000 sec): 3 clusters
  Score: Raw -1930419.713971 + Penalty 3144.625595 = -1927275.088377
  nChanged 139
		SP:Iteration 13Q (7096.230000 sec): 3 clusters
  Score: Raw -1930482.861076 + Penalty 3144.625595 = -1927338.235481
  nChanged 117
		SP:Iteration 14Q (7096.450000 sec): 3 clusters
  Score: Raw -1930532.525348 + Penalty 3144.625595 = -1927387.899753
  nChanged 95
		SP:Iteration 15Q (7096.700000 sec): 3 clusters
  Score: Raw -1930567.307835 + Penalty 3144.625595 = -1927422.682240
  nChanged 90
		SP:Iteration 16Q (7096.940000 sec): 3 clusters
  Score: Raw -1930593.112249 + Penalty 3144.625595 = -1927448.486654
  nChanged 65
		SP:Iteration 17Q (7097.190000 sec): 3 clusters
  Score: Raw -1930608.741274 + Penalty 3144.625595 = -1927464.115679
  nChanged 47
		SP:Iteration 18Q (7097.470000 sec): 3 clusters
  Score: Raw -1930617.542376 + Penalty 3144.625595 = -1927472.916782
  nChanged 27
		SP:Iteration 19Q (7097.680000 sec): 3 clusters
  Score: Raw -1930621.499305 + Penalty 3144.625595 = -1927476.873710
  nChanged 18
		SP:Iteration 20F (7097.970000 sec): 3 clusters
  Score: Raw -1930623.783453 + Penalty 3144.625595 = -1927479.157858
  nChanged 11
		SP:Iteration 21Q (7098.210000 sec): 3 clusters
  Score: Raw -1930625.019844 + Penalty 3144.625595 = -1927480.394249
  nChanged 13
		SP:Iteration 22Q (7098.440000 sec): 3 clusters
  Score: Raw -1930626.168490 + Penalty 3144.625595 = -1927481.542895
  nChanged 6
		SP:Iteration 23Q (7098.760000 sec): 3 clusters
  Score: Raw -1930626.585723 + Penalty 3144.625595 = -1927481.960128
  nChanged 3
		SP:Iteration 24Q (7099.040000 sec): 3 clusters
  Score: Raw -1930626.927834 + Penalty 3144.625595 = -1927482.302239
  nChanged 3
		SP:Iteration 25Q (7099.300000 sec): 3 clusters
  Score: Raw -1930627.136861 + Penalty 3144.625595 = -1927482.511266
  nChanged 4
		SP:Iteration 26Q (7099.560000 sec): 3 clusters
  Score: Raw -1930627.554808 + Penalty 3144.625595 = -1927482.929213
  nChanged 1
		SP:Iteration 27Q (7099.760000 sec): 3 clusters
  Score: Raw -1930627.620439 + Penalty 3144.625595 = -1927482.994845
  nChanged 1
		SP:Iteration 28Q (7099.980000 sec): 3 clusters
  Score: Raw -1930627.680037 + Penalty 3144.625595 = -1927483.054443
  nChanged 0
		SP:Iteration 29F (7100.250000 sec): 3 clusters
  Score: Raw -1930627.680037 + Penalty 3144.625595 = -1927483.054443
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 53.
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 28 (5082 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7100.390000 sec): 2 clusters
  Score: Raw -593022.703218 + Penalty 1386.687277 = -591636.015942
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7100.560000 sec): 3 clusters
  Score: Raw -590372.877594 + Penalty 2773.374553 = -587599.503040
  nChanged 2088
		SP:Iteration 1F (7100.760000 sec): 3 clusters
  Score: Raw -591609.872015 + Penalty 2773.374553 = -588836.497462
  nChanged 401
		SP:Iteration 2F (7100.910000 sec): 3 clusters
  Score: Raw -591870.597639 + Penalty 2773.374553 = -589097.223086
  nChanged 322
		SP:Iteration 3F (7101.120000 sec): 3 clusters
  Score: Raw -592115.686192 + Penalty 2773.374553 = -589342.311639
  nChanged 271
		SP:Iteration 4F (7101.350000 sec): 3 clusters
  Score: Raw -592294.522181 + Penalty 2773.374553 = -589521.147627
  nChanged 238
		SP:Iteration 5Q (7101.510000 sec): 3 clusters
  Score: Raw -592452.424095 + Penalty 2773.374553 = -589679.049542
  nChanged 242
		SP:Iteration 6Q (7101.610000 sec): 3 clusters
  Score: Raw -592623.945024 + Penalty 2773.374553 = -589850.570471
  nChanged 241
		SP:Iteration 7Q (7101.800000 sec): 3 clusters
  Score: Raw -592807.765965 + Penalty 2773.374553 = -590034.391411
  nChanged 203
		SP:Iteration 8Q (7101.960000 sec): 3 clusters
  Score: Raw -592969.460492 + Penalty 2773.374553 = -590196.085939
  nChanged 206
		SP:Iteration 9Q (7102.160000 sec): 3 clusters
  Score: Raw -593115.570400 + Penalty 2773.374553 = -590342.195847
  nChanged 182
		SP:Iteration 10Q (7102.330000 sec): 3 clusters
  Score: Raw -593233.287479 + Penalty 2773.374553 = -590459.912925
  nChanged 146
		SP:Iteration 11Q (7102.500000 sec): 3 clusters
  Score: Raw -593327.599791 + Penalty 2773.374553 = -590554.225238
  nChanged 128
		SP:Iteration 12Q (7102.760000 sec): 3 clusters
  Score: Raw -593407.413333 + Penalty 2773.374553 = -590634.038780
  nChanged 93
		SP:Iteration 13Q (7102.840000 sec): 3 clusters
  Score: Raw -593463.229030 + Penalty 2773.374553 = -590689.854477
  nChanged 74
		SP:Iteration 14Q (7103.020000 sec): 3 clusters
  Score: Raw -593511.789970 + Penalty 2773.374553 = -590738.415417
  nChanged 64
		SP:Iteration 15Q (7103.240000 sec): 3 clusters
  Score: Raw -593554.296415 + Penalty 2773.374553 = -590780.921862
  nChanged 41
		SP:Iteration 16Q (7103.450000 sec): 3 clusters
  Score: Raw -593579.488028 + Penalty 2773.374553 = -590806.113475
  nChanged 42
		SP:Iteration 17Q (7103.660000 sec): 3 clusters
  Score: Raw -593608.215746 + Penalty 2773.374553 = -590834.841192
  nChanged 47
		SP:Iteration 18Q (7103.910000 sec): 3 clusters
  Score: Raw -593626.484228 + Penalty 2773.374553 = -590853.109674
  nChanged 28
		SP:Iteration 19Q (7104.080000 sec): 3 clusters
  Score: Raw -593638.717574 + Penalty 2773.374553 = -590865.343021
  nChanged 29
		SP:Iteration 20F (7104.260000 sec): 3 clusters
  Score: Raw -593647.860514 + Penalty 2773.374553 = -590874.485961
  nChanged 17
		SP:Iteration 21Q (7104.450000 sec): 3 clusters
  Score: Raw -593652.215914 + Penalty 2773.374553 = -590878.841361
  nChanged 12
		SP:Iteration 22Q (7104.660000 sec): 3 clusters
  Score: Raw -593655.597003 + Penalty 2773.374553 = -590882.222450
  nChanged 7
		SP:Iteration 23Q (7104.790000 sec): 3 clusters
  Score: Raw -593657.611431 + Penalty 2773.374553 = -590884.236878
  nChanged 6
		SP:Iteration 24Q (7104.980000 sec): 3 clusters
  Score: Raw -593659.018758 + Penalty 2773.374553 = -590885.644205
  nChanged 5
		SP:Iteration 25Q (7105.150000 sec): 3 clusters
  Score: Raw -593661.361263 + Penalty 2773.374553 = -590887.986710
  nChanged 11
		SP:Iteration 26Q (7105.380000 sec): 3 clusters
  Score: Raw -593663.641405 + Penalty 2773.374553 = -590890.266851
  nChanged 7
		SP:Iteration 27Q (7105.580000 sec): 3 clusters
  Score: Raw -593664.723609 + Penalty 2773.374553 = -590891.349056
  nChanged 3
		SP:Iteration 28Q (7105.800000 sec): 3 clusters
  Score: Raw -593665.444176 + Penalty 2773.374553 = -590892.069623
  nChanged 2
		SP:Iteration 29Q (7105.990000 sec): 3 clusters
  Score: Raw -593665.997097 + Penalty 2773.374553 = -590892.622544
  nChanged 1
		SP:Iteration 30Q (7106.250000 sec): 3 clusters
  Score: Raw -593666.373275 + Penalty 2773.374553 = -590892.998722
  nChanged 1
		SP:Iteration 31Q (7106.520000 sec): 3 clusters
  Score: Raw -593666.769675 + Penalty 2773.374553 = -590893.395122
  nChanged 0
		SP:Iteration 32F (7106.720000 sec): 3 clusters
  Score: Raw -593666.769675 + Penalty 2773.374553 = -590893.395122
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 29 (7966 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7106.850000 sec): 2 clusters
  Score: Raw -905222.199997 + Penalty 1459.727387 = -903762.472611
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7107.100000 sec): 3 clusters
  Score: Raw -900875.542771 + Penalty 2919.454773 = -897956.087998
  nChanged 3325
		SP:Iteration 1F (7107.300000 sec): 3 clusters
  Score: Raw -902789.363818 + Penalty 2919.454773 = -899869.909044
  nChanged 609
		SP:Iteration 2F (7107.430000 sec): 3 clusters
  Score: Raw -903148.223730 + Penalty 2919.454773 = -900228.768957
  nChanged 466
		SP:Iteration 3F (7107.640000 sec): 3 clusters
  Score: Raw -903434.654155 + Penalty 2919.454773 = -900515.199381
  nChanged 447
		SP:Iteration 4F (7107.830000 sec): 3 clusters
  Score: Raw -903727.324391 + Penalty 2919.454773 = -900807.869618
  nChanged 449
		SP:Iteration 5F (7108.070000 sec): 3 clusters
  Score: Raw -904030.297043 + Penalty 2919.454773 = -901110.842270
  nChanged 432
		SP:Iteration 6F (7108.300000 sec): 3 clusters
  Score: Raw -904353.920233 + Penalty 2919.454773 = -901434.465460
  nChanged 407
		SP:Iteration 7F (7108.580000 sec): 3 clusters
  Score: Raw -904654.874290 + Penalty 2919.454773 = -901735.419517
  nChanged 325
		SP:Iteration 8Q (7108.790000 sec): 3 clusters
  Score: Raw -904873.380609 + Penalty 2919.454773 = -901953.925835
  nChanged 279
		SP:Iteration 9Q (7108.970000 sec): 3 clusters
  Score: Raw -905060.836395 + Penalty 2919.454773 = -902141.381622
  nChanged 214
		SP:Iteration 10Q (7109.130000 sec): 3 clusters
  Score: Raw -905216.033825 + Penalty 2919.454773 = -902296.579052
  nChanged 169
		SP:Iteration 11Q (7109.370000 sec): 3 clusters
  Score: Raw -905334.261404 + Penalty 2919.454773 = -902414.806631
  nChanged 156
		SP:Iteration 12Q (7109.540000 sec): 3 clusters
  Score: Raw -905436.875598 + Penalty 2919.454773 = -902517.420825
  nChanged 134
		SP:Iteration 13Q (7109.730000 sec): 3 clusters
  Score: Raw -905512.105532 + Penalty 2919.454773 = -902592.650759
  nChanged 109
		SP:Iteration 14Q (7109.990000 sec): 3 clusters
  Score: Raw -905565.210712 + Penalty 2919.454773 = -902645.755939
  nChanged 93
		SP:Iteration 15Q (7110.200000 sec): 3 clusters
  Score: Raw -905601.342580 + Penalty 2919.454773 = -902681.887807
  nChanged 64
		SP:Iteration 16Q (7110.380000 sec): 3 clusters
  Score: Raw -905630.042916 + Penalty 2919.454773 = -902710.588143
  nChanged 67
		SP:Iteration 17Q (7110.550000 sec): 3 clusters
  Score: Raw -905655.867390 + Penalty 2919.454773 = -902736.412617
  nChanged 55
		SP:Iteration 18Q (7110.800000 sec): 3 clusters
  Score: Raw -905677.148961 + Penalty 2919.454773 = -902757.694188
  nChanged 47
		SP:Iteration 19Q (7111.050000 sec): 3 clusters
  Score: Raw -905692.407576 + Penalty 2919.454773 = -902772.952803
  nChanged 44
		SP:Iteration 20F (7111.250000 sec): 3 clusters
  Score: Raw -905704.502006 + Penalty 2919.454773 = -902785.047233
  nChanged 35
		SP:Iteration 21Q (7111.470000 sec): 3 clusters
  Score: Raw -905718.115174 + Penalty 2919.454773 = -902798.660401
  nChanged 50
		SP:Iteration 22Q (7111.640000 sec): 3 clusters
  Score: Raw -905748.708308 + Penalty 2919.454773 = -902829.253535
  nChanged 73
		SP:Iteration 23Q (7111.820000 sec): 3 clusters
  Score: Raw -905784.131504 + Penalty 2919.454773 = -902864.676730
  nChanged 66
		SP:Iteration 24Q (7112.130000 sec): 3 clusters
  Score: Raw -905823.594088 + Penalty 2919.454773 = -902904.139315
  nChanged 64
		SP:Iteration 25Q (7112.330000 sec): 3 clusters
  Score: Raw -905853.208932 + Penalty 2919.454773 = -902933.754159
  nChanged 60
		SP:Iteration 26Q (7112.570000 sec): 3 clusters
  Score: Raw -905873.804401 + Penalty 2919.454773 = -902954.349628
  nChanged 42
		SP:Iteration 27Q (7112.820000 sec): 3 clusters
  Score: Raw -905887.161132 + Penalty 2919.454773 = -902967.706358
  nChanged 30
		SP:Iteration 28Q (7113.080000 sec): 3 clusters
  Score: Raw -905896.622232 + Penalty 2919.454773 = -902977.167459
  nChanged 34
		SP:Iteration 29Q (7113.320000 sec): 3 clusters
  Score: Raw -905905.807150 + Penalty 2919.454773 = -902986.352376
  nChanged 29
		SP:Iteration 30Q (7113.490000 sec): 3 clusters
  Score: Raw -905914.366948 + Penalty 2919.454773 = -902994.912175
  nChanged 23
		SP:Iteration 31Q (7113.710000 sec): 3 clusters
  Score: Raw -905921.542337 + Penalty 2919.454773 = -903002.087564
  nChanged 23
		SP:Iteration 32Q (7113.940000 sec): 3 clusters
  Score: Raw -905925.980232 + Penalty 2919.454773 = -903006.525458
  nChanged 19
		SP:Iteration 33Q (7114.150000 sec): 3 clusters
  Score: Raw -905929.878769 + Penalty 2919.454773 = -903010.423996
  nChanged 18
		SP:Iteration 34Q (7114.370000 sec): 3 clusters
  Score: Raw -905935.885963 + Penalty 2919.454773 = -903016.431189
  nChanged 19
		SP:Iteration 35Q (7114.550000 sec): 3 clusters
  Score: Raw -905943.102752 + Penalty 2919.454773 = -903023.647979
  nChanged 19
		SP:Iteration 36Q (7114.700000 sec): 3 clusters
  Score: Raw -905947.248442 + Penalty 2919.454773 = -903027.793669
  nChanged 19
		SP:Iteration 37Q (7114.900000 sec): 3 clusters
  Score: Raw -905950.600189 + Penalty 2919.454773 = -903031.145416
  nChanged 12
		SP:Iteration 38Q (7115.160000 sec): 3 clusters
  Score: Raw -905954.745171 + Penalty 2919.454773 = -903035.290398
  nChanged 12
		SP:Iteration 39Q (7115.400000 sec): 3 clusters
  Score: Raw -905957.764976 + Penalty 2919.454773 = -903038.310202
  nChanged 9
		SP:Iteration 40F (7115.630000 sec): 3 clusters
  Score: Raw -905959.264687 + Penalty 2919.454773 = -903039.809914
  nChanged 5
		SP:Iteration 41Q (7115.870000 sec): 3 clusters
  Score: Raw -905960.657402 + Penalty 2919.454773 = -903041.202629
  nChanged 7
		SP:Iteration 42Q (7116.120000 sec): 3 clusters
  Score: Raw -905962.488343 + Penalty 2919.454773 = -903043.033569
  nChanged 10
		SP:Iteration 43Q (7116.310000 sec): 3 clusters
  Score: Raw -905964.190731 + Penalty 2919.454773 = -903044.735958
  nChanged 7
		SP:Iteration 44Q (7116.550000 sec): 3 clusters
  Score: Raw -905965.835033 + Penalty 2919.454773 = -903046.380260
  nChanged 8
		SP:Iteration 45Q (7116.760000 sec): 3 clusters
  Score: Raw -905968.858719 + Penalty 2919.454773 = -903049.403945
  nChanged 7
		SP:Iteration 46Q (7117.060000 sec): 3 clusters
  Score: Raw -905969.713422 + Penalty 2919.454773 = -903050.258649
  nChanged 3
		SP:Iteration 47Q (7117.300000 sec): 3 clusters
  Score: Raw -905970.396879 + Penalty 2919.454773 = -903050.942106
  nChanged 5
		SP:Iteration 48Q (7117.540000 sec): 3 clusters
  Score: Raw -905971.238940 + Penalty 2919.454773 = -903051.784167
  nChanged 7
		SP:Iteration 49Q (7117.820000 sec): 3 clusters
  Score: Raw -905972.235435 + Penalty 2919.454773 = -903052.780662
  nChanged 4
		SP:Iteration 50Q (7118.030000 sec): 3 clusters
  Score: Raw -905972.660681 + Penalty 2919.454773 = -903053.205907
  nChanged 0
		SP:Iteration 51F (7118.250000 sec): 3 clusters
  Score: Raw -905972.660681 + Penalty 2919.454773 = -903053.205907
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 30 (23166 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7118.470000 sec): 2 clusters
  Score: Raw -2875065.265217 + Penalty 1633.196657 = -2873432.068560
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7118.790000 sec): 3 clusters
  Score: Raw -2861150.006411 + Penalty 3266.393314 = -2857883.613097
  nChanged 10524
		SP:Iteration 1F (7119.130000 sec): 3 clusters
  Score: Raw -2867413.772599 + Penalty 3266.393314 = -2864147.379285
  nChanged 1768
		SP:Iteration 2F (7119.440000 sec): 3 clusters
  Score: Raw -2868771.538905 + Penalty 3266.393314 = -2865505.145592
  nChanged 2037
		SP:Iteration 3F (7119.740000 sec): 3 clusters
  Score: Raw -2870538.296808 + Penalty 3266.393314 = -2867271.903494
  nChanged 2038
		SP:Iteration 4F (7120.070000 sec): 3 clusters
  Score: Raw -2872124.792500 + Penalty 3266.393314 = -2868858.399186
  nChanged 1690
		SP:Iteration 5F (7120.330000 sec): 3 clusters
  Score: Raw -2873242.904331 + Penalty 3266.393314 = -2869976.511018
  nChanged 1256
		SP:Iteration 6F (7120.660000 sec): 3 clusters
  Score: Raw -2873911.083120 + Penalty 3266.393314 = -2870644.689806
  nChanged 885
		SP:Iteration 7Q (7120.980000 sec): 3 clusters
  Score: Raw -2874276.598195 + Penalty 3266.393314 = -2871010.204882
  nChanged 625
		SP:Iteration 8Q (7121.310000 sec): 3 clusters
  Score: Raw -2874470.600171 + Penalty 3266.393314 = -2871204.206858
  nChanged 426
		SP:Iteration 9Q (7121.650000 sec): 3 clusters
  Score: Raw -2874559.048562 + Penalty 3266.393314 = -2871292.655248
  nChanged 299
		SP:Iteration 10Q (7121.990000 sec): 3 clusters
  Score: Raw -2874611.590831 + Penalty 3266.393314 = -2871345.197517
  nChanged 216
		SP:Iteration 11Q (7122.310000 sec): 3 clusters
  Score: Raw -2874649.766325 + Penalty 3266.393314 = -2871383.373011
  nChanged 180
		SP:Iteration 12Q (7122.610000 sec): 3 clusters
  Score: Raw -2874678.618654 + Penalty 3266.393314 = -2871412.225341
  nChanged 158
		SP:Iteration 13Q (7122.970000 sec): 3 clusters
  Score: Raw -2874703.665832 + Penalty 3266.393314 = -2871437.272518
  nChanged 155
		SP:Iteration 14Q (7123.300000 sec): 3 clusters
  Score: Raw -2874725.012631 + Penalty 3266.393314 = -2871458.619317
  nChanged 130
		SP:Iteration 15Q (7123.640000 sec): 3 clusters
  Score: Raw -2874741.631703 + Penalty 3266.393314 = -2871475.238389
  nChanged 115
		SP:Iteration 16Q (7123.970000 sec): 3 clusters
  Score: Raw -2874755.622773 + Penalty 3266.393314 = -2871489.229459
  nChanged 107
		SP:Iteration 17Q (7124.310000 sec): 3 clusters
  Score: Raw -2874771.850276 + Penalty 3266.393314 = -2871505.456963
  nChanged 127
		SP:Iteration 18Q (7124.630000 sec): 3 clusters
  Score: Raw -2874792.546500 + Penalty 3266.393314 = -2871526.153187
  nChanged 141
		SP:Iteration 19Q (7124.990000 sec): 3 clusters
  Score: Raw -2874816.557442 + Penalty 3266.393314 = -2871550.164128
  nChanged 164
		SP:Iteration 20F (7125.350000 sec): 3 clusters
  Score: Raw -2874846.319401 + Penalty 3266.393314 = -2871579.926087
  nChanged 174
		SP:Iteration 21Q (7125.670000 sec): 3 clusters
  Score: Raw -2874874.824983 + Penalty 3266.393314 = -2871608.431669
  nChanged 155
		SP:Iteration 22Q (7125.980000 sec): 3 clusters
  Score: Raw -2874898.127750 + Penalty 3266.393314 = -2871631.734437
  nChanged 149
		SP:Iteration 23Q (7126.280000 sec): 3 clusters
  Score: Raw -2874922.599610 + Penalty 3266.393314 = -2871656.206296
  nChanged 159
		SP:Iteration 24Q (7126.680000 sec): 3 clusters
  Score: Raw -2874948.899162 + Penalty 3266.393314 = -2871682.505849
  nChanged 172
		SP:Iteration 25Q (7127.020000 sec): 3 clusters
  Score: Raw -2874980.561779 + Penalty 3266.393314 = -2871714.168466
  nChanged 166
		SP:Iteration 26Q (7127.300000 sec): 3 clusters
  Score: Raw -2875011.675504 + Penalty 3266.393314 = -2871745.282190
  nChanged 158
		SP:Iteration 27Q (7127.660000 sec): 3 clusters
  Score: Raw -2875041.224861 + Penalty 3266.393314 = -2871774.831547
  nChanged 163
		SP:Iteration 28Q (7128.010000 sec): 3 clusters
  Score: Raw -2875073.987398 + Penalty 3266.393314 = -2871807.594084
  nChanged 181
		SP:Iteration 29Q (7128.310000 sec): 3 clusters
  Score: Raw -2875111.073480 + Penalty 3266.393314 = -2871844.680166
  nChanged 170
		SP:Iteration 30Q (7128.650000 sec): 3 clusters
  Score: Raw -2875146.426281 + Penalty 3266.393314 = -2871880.032967
  nChanged 166
		SP:Iteration 31Q (7129.020000 sec): 3 clusters
  Score: Raw -2875182.433580 + Penalty 3266.393314 = -2871916.040266
  nChanged 157
		SP:Iteration 32Q (7129.380000 sec): 3 clusters
  Score: Raw -2875212.528663 + Penalty 3266.393314 = -2871946.135349
  nChanged 132
		SP:Iteration 33Q (7129.710000 sec): 3 clusters
  Score: Raw -2875236.416269 + Penalty 3266.393314 = -2871970.022955
  nChanged 124
		SP:Iteration 34Q (7130.040000 sec): 3 clusters
  Score: Raw -2875260.913693 + Penalty 3266.393314 = -2871994.520379
  nChanged 124
		SP:Iteration 35Q (7130.400000 sec): 3 clusters
  Score: Raw -2875287.558448 + Penalty 3266.393314 = -2872021.165134
  nChanged 113
		SP:Iteration 36Q (7130.700000 sec): 3 clusters
  Score: Raw -2875310.624232 + Penalty 3266.393314 = -2872044.230919
  nChanged 111
		SP:Iteration 37Q (7131.060000 sec): 3 clusters
  Score: Raw -2875329.929527 + Penalty 3266.393314 = -2872063.536214
  nChanged 95
		SP:Iteration 38Q (7131.390000 sec): 3 clusters
  Score: Raw -2875348.944175 + Penalty 3266.393314 = -2872082.550862
  nChanged 103
		SP:Iteration 39Q (7131.730000 sec): 3 clusters
  Score: Raw -2875371.780906 + Penalty 3266.393314 = -2872105.387592
  nChanged 97
		SP:Iteration 40F (7132.030000 sec): 3 clusters
  Score: Raw -2875392.675373 + Penalty 3266.393314 = -2872126.282059
  nChanged 99
		SP:Iteration 41Q (7132.340000 sec): 3 clusters
  Score: Raw -2875415.685828 + Penalty 3266.393314 = -2872149.292514
  nChanged 102
		SP:Iteration 42Q (7132.640000 sec): 3 clusters
  Score: Raw -2875443.564004 + Penalty 3266.393314 = -2872177.170691
  nChanged 91
		SP:Iteration 43Q (7133.020000 sec): 3 clusters
  Score: Raw -2875464.471226 + Penalty 3266.393314 = -2872198.077912
  nChanged 103
		SP:Iteration 44Q (7133.310000 sec): 3 clusters
  Score: Raw -2875486.690756 + Penalty 3266.393314 = -2872220.297442
  nChanged 92
		SP:Iteration 45Q (7133.660000 sec): 3 clusters
  Score: Raw -2875505.417502 + Penalty 3266.393314 = -2872239.024188
  nChanged 98
		SP:Iteration 46Q (7133.970000 sec): 3 clusters
  Score: Raw -2875524.700565 + Penalty 3266.393314 = -2872258.307252
  nChanged 71
		SP:Iteration 47Q (7134.280000 sec): 3 clusters
  Score: Raw -2875538.130502 + Penalty 3266.393314 = -2872271.737188
  nChanged 59
		SP:Iteration 48Q (7134.600000 sec): 3 clusters
  Score: Raw -2875548.819044 + Penalty 3266.393314 = -2872282.425730
  nChanged 57
		SP:Iteration 49Q (7134.910000 sec): 3 clusters
  Score: Raw -2875561.217510 + Penalty 3266.393314 = -2872294.824196
  nChanged 57
		SP:Iteration 50Q (7135.220000 sec): 3 clusters
  Score: Raw -2875574.488365 + Penalty 3266.393314 = -2872308.095051
  nChanged 59
		SP:Iteration 51Q (7135.540000 sec): 3 clusters
  Score: Raw -2875587.162830 + Penalty 3266.393314 = -2872320.769516
  nChanged 58
		SP:Iteration 52Q (7135.880000 sec): 3 clusters
  Score: Raw -2875597.995018 + Penalty 3266.393314 = -2872331.601704
  nChanged 46
		SP:Iteration 53Q (7136.200000 sec): 3 clusters
  Score: Raw -2875608.171568 + Penalty 3266.393314 = -2872341.778254
  nChanged 43
		SP:Iteration 54Q (7136.510000 sec): 3 clusters
  Score: Raw -2875615.384390 + Penalty 3266.393314 = -2872348.991076
  nChanged 26
		SP:Iteration 55Q (7136.830000 sec): 3 clusters
  Score: Raw -2875619.483632 + Penalty 3266.393314 = -2872353.090318
  nChanged 23
		SP:Iteration 56Q (7137.170000 sec): 3 clusters
  Score: Raw -2875622.502052 + Penalty 3266.393314 = -2872356.108738
  nChanged 16
		SP:Iteration 57Q (7137.410000 sec): 3 clusters
  Score: Raw -2875624.586980 + Penalty 3266.393314 = -2872358.193666
  nChanged 12
		SP:Iteration 58Q (7137.800000 sec): 3 clusters
  Score: Raw -2875625.931020 + Penalty 3266.393314 = -2872359.537706
  nChanged 5
		SP:Iteration 59Q (7138.070000 sec): 3 clusters
  Score: Raw -2875626.503013 + Penalty 3266.393314 = -2872360.109699
  nChanged 2
		SP:Iteration 60F (7138.350000 sec): 3 clusters
  Score: Raw -2875626.918452 + Penalty 3266.393314 = -2872360.525138
  nChanged 4
		SP:Iteration 61Q (7138.570000 sec): 3 clusters
  Score: Raw -2875627.326749 + Penalty 3266.393314 = -2872360.933436
  nChanged 2
		SP:Iteration 62Q (7138.900000 sec): 3 clusters
  Score: Raw -2875627.538749 + Penalty 3266.393314 = -2872361.145435
  nChanged 1
		SP:Iteration 63Q (7139.220000 sec): 3 clusters
  Score: Raw -2875627.589202 + Penalty 3266.393314 = -2872361.195888
  nChanged 2
		SP:Iteration 64Q (7139.590000 sec): 3 clusters
  Score: Raw -2875627.774076 + Penalty 3266.393314 = -2872361.380762
  nChanged 4
		SP:Iteration 65Q (7139.900000 sec): 3 clusters
  Score: Raw -2875628.262182 + Penalty 3266.393314 = -2872361.868868
  nChanged 1
		SP:Iteration 66Q (7140.250000 sec): 3 clusters
  Score: Raw -2875628.348154 + Penalty 3266.393314 = -2872361.954840
  nChanged 0
		SP:Iteration 67F (7140.520000 sec): 3 clusters
  Score: Raw -2875628.348154 + Penalty 3266.393314 = -2872361.954840
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 31 (601 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7140.620000 sec): 2 clusters
  Score: Raw -63220.394496 + Penalty 1039.771677 = -62180.622820
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7140.810000 sec): 3 clusters
  Score: Raw -63159.016477 + Penalty 2079.543354 = -61079.473124
  nChanged 171
		SP:Iteration 1F (7140.950000 sec): 3 clusters
  Score: Raw -63497.776891 + Penalty 2079.543354 = -61418.233538
  nChanged 59
		SP:Iteration 2F (7141.140000 sec): 3 clusters
  Score: Raw -63658.613957 + Penalty 2079.543354 = -61579.070604
  nChanged 48
		SP:Iteration 3F (7141.310000 sec): 3 clusters
  Score: Raw -63770.182931 + Penalty 2079.543354 = -61690.639577
  nChanged 34
		SP:Iteration 4F (7141.450000 sec): 3 clusters
  Score: Raw -63871.272342 + Penalty 2079.543354 = -61791.728989
  nChanged 27
		SP:Iteration 5Q (7141.630000 sec): 3 clusters
  Score: Raw -63963.702926 + Penalty 2079.543354 = -61884.159573
  nChanged 18
		SP:Iteration 6Q (7141.850000 sec): 3 clusters
  Score: Raw -64005.453648 + Penalty 2079.543354 = -61925.910294
  nChanged 12
		SP:Iteration 7Q (7141.950000 sec): 3 clusters
  Score: Raw -64030.244412 + Penalty 2079.543354 = -61950.701058
  nChanged 7
		SP:Iteration 8Q (7142.120000 sec): 3 clusters
  Score: Raw -64037.306796 + Penalty 2079.543354 = -61957.763442
  nChanged 5
		SP:Iteration 9Q (7142.250000 sec): 3 clusters
  Score: Raw -64050.886919 + Penalty 2079.543354 = -61971.343565
  nChanged 1
		SP:Iteration 10Q (7142.360000 sec): 3 clusters
  Score: Raw -64051.573019 + Penalty 2079.543354 = -61972.029665
  nChanged 1
		SP:Iteration 11Q (7142.550000 sec): 3 clusters
  Score: Raw -64054.415733 + Penalty 2079.543354 = -61974.872379
  nChanged 2
		SP:Iteration 12Q (7142.710000 sec): 3 clusters
  Score: Raw -64058.362129 + Penalty 2079.543354 = -61978.818776
  nChanged 1
		SP:Iteration 13Q (7142.870000 sec): 3 clusters
  Score: Raw -64059.510351 + Penalty 2079.543354 = -61979.966997
  nChanged 1
		SP:Iteration 14Q (7143.010000 sec): 3 clusters
  Score: Raw -64060.062997 + Penalty 2079.543354 = -61980.519643
  nChanged 0
		SP:Iteration 15F (7143.170000 sec): 3 clusters
  Score: Raw -64060.062997 + Penalty 2079.543354 = -61980.519643
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 32 (7517 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7143.330000 sec): 2 clusters
  Score: Raw -914710.387130 + Penalty 1450.299890 = -913260.087240
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7143.540000 sec): 3 clusters
  Score: Raw -910567.950021 + Penalty 2900.599780 = -907667.350241
  nChanged 3243
		SP:Iteration 1F (7143.760000 sec): 3 clusters
  Score: Raw -912316.803859 + Penalty 2900.599780 = -909416.204079
  nChanged 477
		SP:Iteration 2F (7143.970000 sec): 3 clusters
  Score: Raw -912553.200770 + Penalty 2900.599780 = -909652.600990
  nChanged 413
		SP:Iteration 3F (7144.150000 sec): 3 clusters
  Score: Raw -912734.155057 + Penalty 2900.599780 = -909833.555277
  nChanged 320
		SP:Iteration 4Q (7144.400000 sec): 3 clusters
  Score: Raw -912885.272819 + Penalty 2900.599780 = -909984.673038
  nChanged 314
		SP:Iteration 5Q (7144.630000 sec): 3 clusters
  Score: Raw -913049.304728 + Penalty 2900.599780 = -910148.704947
  nChanged 307
		SP:Iteration 6Q (7144.840000 sec): 3 clusters
  Score: Raw -913233.580974 + Penalty 2900.599780 = -910332.981193
  nChanged 294
		SP:Iteration 7Q (7145.070000 sec): 3 clusters
  Score: Raw -913422.675048 + Penalty 2900.599780 = -910522.075268
  nChanged 268
		SP:Iteration 8Q (7145.340000 sec): 3 clusters
  Score: Raw -913600.658087 + Penalty 2900.599780 = -910700.058307
  nChanged 249
		SP:Iteration 9Q (7145.530000 sec): 3 clusters
  Score: Raw -913760.028946 + Penalty 2900.599780 = -910859.429165
  nChanged 237
		SP:Iteration 10Q (7145.790000 sec): 3 clusters
  Score: Raw -913915.640964 + Penalty 2900.599780 = -911015.041184
  nChanged 246
		SP:Iteration 11Q (7146.000000 sec): 3 clusters
  Score: Raw -914090.613949 + Penalty 2900.599780 = -911190.014168
  nChanged 227
		SP:Iteration 12Q (7146.230000 sec): 3 clusters
  Score: Raw -914238.828258 + Penalty 2900.599780 = -911338.228478
  nChanged 197
		SP:Iteration 13Q (7146.530000 sec): 3 clusters
  Score: Raw -914349.604283 + Penalty 2900.599780 = -911449.004503
  nChanged 158
		SP:Iteration 14Q (7146.730000 sec): 3 clusters
  Score: Raw -914447.084620 + Penalty 2900.599780 = -911546.484839
  nChanged 127
		SP:Iteration 15Q (7146.950000 sec): 3 clusters
  Score: Raw -914524.294745 + Penalty 2900.599780 = -911623.694965
  nChanged 117
		SP:Iteration 16Q (7147.200000 sec): 3 clusters
  Score: Raw -914599.622264 + Penalty 2900.599780 = -911699.022484
  nChanged 115
		SP:Iteration 17Q (7147.420000 sec): 3 clusters
  Score: Raw -914674.124403 + Penalty 2900.599780 = -911773.524622
  nChanged 92
		SP:Iteration 18Q (7147.620000 sec): 3 clusters
  Score: Raw -914730.995696 + Penalty 2900.599780 = -911830.395916
  nChanged 71
		SP:Iteration 19Q (7147.800000 sec): 3 clusters
  Score: Raw -914768.402034 + Penalty 2900.599780 = -911867.802254
  nChanged 57
		SP:Iteration 20F (7148.020000 sec): 3 clusters
  Score: Raw -914803.627285 + Penalty 2900.599780 = -911903.027505
  nChanged 45
		SP:Iteration 21Q (7148.220000 sec): 3 clusters
  Score: Raw -914834.197732 + Penalty 2900.599780 = -911933.597951
  nChanged 35
		SP:Iteration 22Q (7148.430000 sec): 3 clusters
  Score: Raw -914851.442456 + Penalty 2900.599780 = -911950.842676
  nChanged 33
		SP:Iteration 23Q (7148.610000 sec): 3 clusters
  Score: Raw -914869.816741 + Penalty 2900.599780 = -911969.216961
  nChanged 27
		SP:Iteration 24Q (7148.870000 sec): 3 clusters
  Score: Raw -914882.644580 + Penalty 2900.599780 = -911982.044800
  nChanged 19
		SP:Iteration 25Q (7149.110000 sec): 3 clusters
  Score: Raw -914892.666110 + Penalty 2900.599780 = -911992.066330
  nChanged 18
		SP:Iteration 26Q (7149.300000 sec): 3 clusters
  Score: Raw -914900.728627 + Penalty 2900.599780 = -912000.128847
  nChanged 13
		SP:Iteration 27Q (7149.530000 sec): 3 clusters
  Score: Raw -914906.722355 + Penalty 2900.599780 = -912006.122575
  nChanged 13
		SP:Iteration 28Q (7149.750000 sec): 3 clusters
  Score: Raw -914912.337200 + Penalty 2900.599780 = -912011.737419
  nChanged 11
		SP:Iteration 29Q (7149.900000 sec): 3 clusters
  Score: Raw -914916.729020 + Penalty 2900.599780 = -912016.129240
  nChanged 5
		SP:Iteration 30Q (7150.110000 sec): 3 clusters
  Score: Raw -914920.122216 + Penalty 2900.599780 = -912019.522436
  nChanged 9
		SP:Iteration 31Q (7150.310000 sec): 3 clusters
  Score: Raw -914923.999231 + Penalty 2900.599780 = -912023.399451
  nChanged 8
		SP:Iteration 32Q (7150.530000 sec): 3 clusters
  Score: Raw -914927.027155 + Penalty 2900.599780 = -912026.427374
  nChanged 5
		SP:Iteration 33Q (7150.730000 sec): 3 clusters
  Score: Raw -914930.035988 + Penalty 2900.599780 = -912029.436208
  nChanged 6
		SP:Iteration 34Q (7150.880000 sec): 3 clusters
  Score: Raw -914933.241169 + Penalty 2900.599780 = -912032.641388
  nChanged 4
		SP:Iteration 35Q (7151.060000 sec): 3 clusters
  Score: Raw -914934.038944 + Penalty 2900.599780 = -912033.439164
  nChanged 1
		SP:Iteration 36Q (7151.240000 sec): 3 clusters
  Score: Raw -914934.384887 + Penalty 2900.599780 = -912033.785107
  nChanged 0
		SP:Iteration 37F (7151.540000 sec): 3 clusters
  Score: Raw -914934.384887 + Penalty 2900.599780 = -912033.785107
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 33 (1976 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7151.660000 sec): 2 clusters
  Score: Raw -232932.404565 + Penalty 1233.184855 = -231699.219709
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7151.880000 sec): 3 clusters
  Score: Raw -232082.388028 + Penalty 2466.369710 = -229616.018318
  nChanged 735
		SP:Iteration 1F (7152.040000 sec): 3 clusters
  Score: Raw -232575.028883 + Penalty 2466.369710 = -230108.659173
  nChanged 161
		SP:Iteration 2F (7152.220000 sec): 3 clusters
  Score: Raw -232684.009624 + Penalty 2466.369710 = -230217.639914
  nChanged 82
		SP:Iteration 3Q (7152.360000 sec): 3 clusters
  Score: Raw -232732.891210 + Penalty 2466.369710 = -230266.521500
  nChanged 56
		SP:Iteration 4Q (7152.540000 sec): 3 clusters
  Score: Raw -232764.049176 + Penalty 2466.369710 = -230297.679466
  nChanged 37
		SP:Iteration 5Q (7152.660000 sec): 3 clusters
  Score: Raw -232783.272373 + Penalty 2466.369710 = -230316.902662
  nChanged 32
		SP:Iteration 6Q (7152.850000 sec): 3 clusters
  Score: Raw -232797.878414 + Penalty 2466.369710 = -230331.508703
  nChanged 33
		SP:Iteration 7Q (7152.980000 sec): 3 clusters
  Score: Raw -232823.112996 + Penalty 2466.369710 = -230356.743286
  nChanged 42
		SP:Iteration 8Q (7153.150000 sec): 3 clusters
  Score: Raw -232847.725156 + Penalty 2466.369710 = -230381.355446
  nChanged 33
		SP:Iteration 9Q (7153.260000 sec): 3 clusters
  Score: Raw -232873.513216 + Penalty 2466.369710 = -230407.143505
  nChanged 40
		SP:Iteration 10Q (7153.430000 sec): 3 clusters
  Score: Raw -232916.330845 + Penalty 2466.369710 = -230449.961135
  nChanged 54
		SP:Iteration 11Q (7153.610000 sec): 3 clusters
  Score: Raw -232965.302506 + Penalty 2466.369710 = -230498.932796
  nChanged 49
		SP:Iteration 12Q (7153.810000 sec): 3 clusters
  Score: Raw -233015.048154 + Penalty 2466.369710 = -230548.678444
  nChanged 51
		SP:Iteration 13Q (7153.960000 sec): 3 clusters
  Score: Raw -233065.768517 + Penalty 2466.369710 = -230599.398807
  nChanged 52
		SP:Iteration 14Q (7154.140000 sec): 3 clusters
  Score: Raw -233105.712106 + Penalty 2466.369710 = -230639.342395
  nChanged 41
		SP:Iteration 15Q (7154.360000 sec): 3 clusters
  Score: Raw -233139.066666 + Penalty 2466.369710 = -230672.696955
  nChanged 50
		SP:Iteration 16Q (7154.560000 sec): 3 clusters
  Score: Raw -233178.352411 + Penalty 2466.369710 = -230711.982701
  nChanged 53
		SP:Iteration 17Q (7154.770000 sec): 3 clusters
  Score: Raw -233219.185839 + Penalty 2466.369710 = -230752.816129
  nChanged 39
		SP:Iteration 18Q (7154.940000 sec): 3 clusters
  Score: Raw -233249.354361 + Penalty 2466.369710 = -230782.984651
  nChanged 35
		SP:Iteration 19Q (7155.090000 sec): 3 clusters
  Score: Raw -233273.424726 + Penalty 2466.369710 = -230807.055015
  nChanged 34
		SP:Iteration 20F (7155.260000 sec): 3 clusters
  Score: Raw -233301.413389 + Penalty 2466.369710 = -230835.043678
  nChanged 31
		SP:Iteration 21Q (7155.440000 sec): 3 clusters
  Score: Raw -233322.516121 + Penalty 2466.369710 = -230856.146411
  nChanged 23
		SP:Iteration 22Q (7155.600000 sec): 3 clusters
  Score: Raw -233335.923026 + Penalty 2466.369710 = -230869.553316
  nChanged 13
		SP:Iteration 23Q (7155.730000 sec): 3 clusters
  Score: Raw -233341.930885 + Penalty 2466.369710 = -230875.561174
  nChanged 10
		SP:Iteration 24Q (7155.860000 sec): 3 clusters
  Score: Raw -233346.627367 + Penalty 2466.369710 = -230880.257656
  nChanged 13
		SP:Iteration 25Q (7155.990000 sec): 3 clusters
  Score: Raw -233353.448275 + Penalty 2466.369710 = -230887.078564
  nChanged 8
		SP:Iteration 26Q (7156.150000 sec): 3 clusters
  Score: Raw -233358.093820 + Penalty 2466.369710 = -230891.724110
  nChanged 13
		SP:Iteration 27Q (7156.270000 sec): 3 clusters
  Score: Raw -233364.988441 + Penalty 2466.369710 = -230898.618730
  nChanged 12
		SP:Iteration 28Q (7156.400000 sec): 3 clusters
  Score: Raw -233371.914035 + Penalty 2466.369710 = -230905.544325
  nChanged 9
		SP:Iteration 29Q (7156.570000 sec): 3 clusters
  Score: Raw -233378.752138 + Penalty 2466.369710 = -230912.382427
  nChanged 12
		SP:Iteration 30Q (7156.730000 sec): 3 clusters
  Score: Raw -233388.121084 + Penalty 2466.369710 = -230921.751373
  nChanged 8
		SP:Iteration 31Q (7156.860000 sec): 3 clusters
  Score: Raw -233393.686428 + Penalty 2466.369710 = -230927.316717
  nChanged 7
		SP:Iteration 32Q (7156.990000 sec): 3 clusters
  Score: Raw -233398.819021 + Penalty 2466.369710 = -230932.449310
  nChanged 7
		SP:Iteration 33Q (7157.120000 sec): 3 clusters
  Score: Raw -233408.511639 + Penalty 2466.369710 = -230942.141929
  nChanged 12
		SP:Iteration 34Q (7157.270000 sec): 3 clusters
  Score: Raw -233419.735557 + Penalty 2466.369710 = -230953.365846
  nChanged 11
		SP:Iteration 35Q (7157.410000 sec): 3 clusters
  Score: Raw -233427.792482 + Penalty 2466.369710 = -230961.422771
  nChanged 6
		SP:Iteration 36Q (7157.540000 sec): 3 clusters
  Score: Raw -233432.750343 + Penalty 2466.369710 = -230966.380633
  nChanged 4
		SP:Iteration 37Q (7157.670000 sec): 3 clusters
  Score: Raw -233435.962270 + Penalty 2466.369710 = -230969.592559
  nChanged 2
		SP:Iteration 38Q (7157.920000 sec): 3 clusters
  Score: Raw -233436.923308 + Penalty 2466.369710 = -230970.553598
  nChanged 0
		SP:Iteration 39F (7158.140000 sec): 3 clusters
  Score: Raw -233436.923308 + Penalty 2466.369710 = -230970.553598
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 34 (22977 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7158.380000 sec): 2 clusters
  Score: Raw -2771018.762226 + Penalty 1631.865462 = -2769386.896765
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7158.740000 sec): 3 clusters
  Score: Raw -2757040.965411 + Penalty 3263.730923 = -2753777.234488
  nChanged 10434
		SP:Iteration 1F (7159.100000 sec): 3 clusters
  Score: Raw -2762823.079040 + Penalty 3263.730923 = -2759559.348117
  nChanged 1290
		SP:Iteration 2F (7159.420000 sec): 3 clusters
  Score: Raw -2763397.303011 + Penalty 3263.730923 = -2760133.572088
  nChanged 1279
		SP:Iteration 3F (7159.700000 sec): 3 clusters
  Score: Raw -2764101.747291 + Penalty 3263.730923 = -2760838.016367
  nChanged 1454
		SP:Iteration 4F (7160.090000 sec): 3 clusters
  Score: Raw -2765026.430713 + Penalty 3263.730923 = -2761762.699790
  nChanged 1655
		SP:Iteration 5F (7160.370000 sec): 3 clusters
  Score: Raw -2766203.418433 + Penalty 3263.730923 = -2762939.687509
  nChanged 1691
		SP:Iteration 6F (7160.710000 sec): 3 clusters
  Score: Raw -2767573.928779 + Penalty 3263.730923 = -2764310.197856
  nChanged 1671
		SP:Iteration 7F (7161.110000 sec): 3 clusters
  Score: Raw -2768980.649789 + Penalty 3263.730923 = -2765716.918866
  nChanged 1281
		SP:Iteration 8F (7161.420000 sec): 3 clusters
  Score: Raw -2770102.689185 + Penalty 3263.730923 = -2766838.958261
  nChanged 843
		SP:Iteration 9Q (7161.670000 sec): 3 clusters
  Score: Raw -2770841.297337 + Penalty 3263.730923 = -2767577.566414
  nChanged 476
		SP:Iteration 10Q (7162.010000 sec): 3 clusters
  Score: Raw -2771252.398587 + Penalty 3263.730923 = -2767988.667663
  nChanged 247
		SP:Iteration 11Q (7162.300000 sec): 3 clusters
  Score: Raw -2771474.921780 + Penalty 3263.730923 = -2768211.190856
  nChanged 120
		SP:Iteration 12Q (7162.620000 sec): 3 clusters
  Score: Raw -2771604.122210 + Penalty 3263.730923 = -2768340.391286
  nChanged 73
		SP:Iteration 13Q (7162.890000 sec): 3 clusters
  Score: Raw -2771715.657723 + Penalty 3263.730923 = -2768451.926799
  nChanged 52
		SP:Iteration 14Q (7163.260000 sec): 3 clusters
  Score: Raw -2771774.772738 + Penalty 3263.730923 = -2768511.041815
  nChanged 36
		SP:Iteration 15Q (7163.500000 sec): 3 clusters
  Score: Raw -2771815.590328 + Penalty 3263.730923 = -2768551.859405
  nChanged 34
		SP:Iteration 16Q (7163.770000 sec): 3 clusters
  Score: Raw -2771850.144517 + Penalty 3263.730923 = -2768586.413594
  nChanged 23
		SP:Iteration 17Q (7164.110000 sec): 3 clusters
  Score: Raw -2771876.154058 + Penalty 3263.730923 = -2768612.423134
  nChanged 26
		SP:Iteration 18Q (7164.410000 sec): 3 clusters
  Score: Raw -2771910.014985 + Penalty 3263.730923 = -2768646.284062
  nChanged 13
		SP:Iteration 19Q (7164.710000 sec): 3 clusters
  Score: Raw -2771927.457611 + Penalty 3263.730923 = -2768663.726688
  nChanged 12
		SP:Iteration 20F (7165.000000 sec): 3 clusters
  Score: Raw -2771947.634649 + Penalty 3263.730923 = -2768683.903725
  nChanged 15
		SP:Iteration 21Q (7165.270000 sec): 3 clusters
  Score: Raw -2771966.394328 + Penalty 3263.730923 = -2768702.663405
  nChanged 9
		SP:Iteration 22Q (7165.550000 sec): 3 clusters
  Score: Raw -2771974.353026 + Penalty 3263.730923 = -2768710.622103
  nChanged 10
		SP:Iteration 23Q (7165.860000 sec): 3 clusters
  Score: Raw -2771985.444661 + Penalty 3263.730923 = -2768721.713737
  nChanged 9
		SP:Iteration 24Q (7166.140000 sec): 3 clusters
  Score: Raw -2771994.541945 + Penalty 3263.730923 = -2768730.811022
  nChanged 8
		SP:Iteration 25Q (7166.370000 sec): 3 clusters
  Score: Raw -2772005.776767 + Penalty 3263.730923 = -2768742.045844
  nChanged 9
		SP:Iteration 26Q (7166.670000 sec): 3 clusters
  Score: Raw -2772019.196667 + Penalty 3263.730923 = -2768755.465744
  nChanged 4
		SP:Iteration 27Q (7167.000000 sec): 3 clusters
  Score: Raw -2772023.928506 + Penalty 3263.730923 = -2768760.197583
  nChanged 3
		SP:Iteration 28Q (7167.300000 sec): 3 clusters
  Score: Raw -2772028.624147 + Penalty 3263.730923 = -2768764.893224
  nChanged 3
		SP:Iteration 29Q (7167.580000 sec): 3 clusters
  Score: Raw -2772030.854219 + Penalty 3263.730923 = -2768767.123296
  nChanged 2
		SP:Iteration 30Q (7167.900000 sec): 3 clusters
  Score: Raw -2772036.012929 + Penalty 3263.730923 = -2768772.282006
  nChanged 4
		SP:Iteration 31Q (7168.200000 sec): 3 clusters
  Score: Raw -2772042.560101 + Penalty 3263.730923 = -2768778.829178
  nChanged 2
		SP:Iteration 32Q (7168.450000 sec): 3 clusters
  Score: Raw -2772045.864538 + Penalty 3263.730923 = -2768782.133615
  nChanged 2
		SP:Iteration 33Q (7168.750000 sec): 3 clusters
  Score: Raw -2772048.735083 + Penalty 3263.730923 = -2768785.004159
  nChanged 6
		SP:Iteration 34Q (7169.090000 sec): 3 clusters
  Score: Raw -2772058.176048 + Penalty 3263.730923 = -2768794.445125
  nChanged 5
		SP:Iteration 35Q (7169.410000 sec): 3 clusters
  Score: Raw -2772070.792515 + Penalty 3263.730923 = -2768807.061591
  nChanged 7
		SP:Iteration 36Q (7169.730000 sec): 3 clusters
  Score: Raw -2772084.249701 + Penalty 3263.730923 = -2768820.518778
  nChanged 8
		SP:Iteration 37Q (7170.060000 sec): 3 clusters
  Score: Raw -2772094.424128 + Penalty 3263.730923 = -2768830.693205
  nChanged 3
		SP:Iteration 38Q (7170.390000 sec): 3 clusters
  Score: Raw -2772097.924662 + Penalty 3263.730923 = -2768834.193739
  nChanged 1
		SP:Iteration 39Q (7170.720000 sec): 3 clusters
  Score: Raw -2772098.980050 + Penalty 3263.730923 = -2768835.249126
  nChanged 1
		SP:Iteration 40F (7170.990000 sec): 3 clusters
  Score: Raw -2772100.412884 + Penalty 3263.730923 = -2768836.681960
  nChanged 2
		SP:Iteration 41Q (7171.300000 sec): 3 clusters
  Score: Raw -2772101.907800 + Penalty 3263.730923 = -2768838.176877
  nChanged 1
		SP:Iteration 42Q (7171.610000 sec): 3 clusters
  Score: Raw -2772102.537980 + Penalty 3263.730923 = -2768838.807057
  nChanged 1
		SP:Iteration 43Q (7171.960000 sec): 3 clusters
  Score: Raw -2772103.608230 + Penalty 3263.730923 = -2768839.877307
  nChanged 1
		SP:Iteration 44Q (7172.270000 sec): 3 clusters
  Score: Raw -2772104.030449 + Penalty 3263.730923 = -2768840.299525
  nChanged 0
		SP:Iteration 45F (7172.550000 sec): 3 clusters
  Score: Raw -2772104.030449 + Penalty 3263.730923 = -2768840.299525
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 35 (1162 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7172.640000 sec): 2 clusters
  Score: Raw -137899.750144 + Penalty 1146.908415 = -136752.841729
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7172.800000 sec): 3 clusters
  Score: Raw -137489.843685 + Penalty 2293.816830 = -135196.026855
  nChanged 383
		SP:Iteration 1F (7172.970000 sec): 3 clusters
  Score: Raw -137851.369536 + Penalty 2293.816830 = -135557.552706
  nChanged 112
		SP:Iteration 2F (7173.130000 sec): 3 clusters
  Score: Raw -137999.610468 + Penalty 2293.816830 = -135705.793639
  nChanged 66
		SP:Iteration 3F (7173.290000 sec): 3 clusters
  Score: Raw -138070.667274 + Penalty 2293.816830 = -135776.850445
  nChanged 33
		SP:Iteration 4Q (7173.450000 sec): 3 clusters
  Score: Raw -138113.272223 + Penalty 2293.816830 = -135819.455393
  nChanged 32
		SP:Iteration 5Q (7173.610000 sec): 3 clusters
  Score: Raw -138148.402166 + Penalty 2293.816830 = -135854.585336
  nChanged 24
		SP:Iteration 6Q (7173.770000 sec): 3 clusters
  Score: Raw -138171.427016 + Penalty 2293.816830 = -135877.610187
  nChanged 16
		SP:Iteration 7Q (7173.930000 sec): 3 clusters
  Score: Raw -138190.277997 + Penalty 2293.816830 = -135896.461168
  nChanged 19
		SP:Iteration 8Q (7174.090000 sec): 3 clusters
  Score: Raw -138207.011019 + Penalty 2293.816830 = -135913.194190
  nChanged 11
		SP:Iteration 9Q (7174.250000 sec): 3 clusters
  Score: Raw -138215.695779 + Penalty 2293.816830 = -135921.878950
  nChanged 10
		SP:Iteration 10Q (7174.410000 sec): 3 clusters
  Score: Raw -138224.409655 + Penalty 2293.816830 = -135930.592825
  nChanged 5
		SP:Iteration 11Q (7174.570000 sec): 3 clusters
  Score: Raw -138228.544432 + Penalty 2293.816830 = -135934.727602
  nChanged 4
		SP:Iteration 12Q (7174.730000 sec): 3 clusters
  Score: Raw -138232.097985 + Penalty 2293.816830 = -135938.281155
  nChanged 12
		SP:Iteration 13Q (7174.890000 sec): 3 clusters
  Score: Raw -138241.421761 + Penalty 2293.816830 = -135947.604932
  nChanged 9
		SP:Iteration 14Q (7175.050000 sec): 3 clusters
  Score: Raw -138253.849347 + Penalty 2293.816830 = -135960.032517
  nChanged 12
		SP:Iteration 15Q (7175.210000 sec): 3 clusters
  Score: Raw -138268.758525 + Penalty 2293.816830 = -135974.941696
  nChanged 8
		SP:Iteration 16Q (7175.370000 sec): 3 clusters
  Score: Raw -138277.376039 + Penalty 2293.816830 = -135983.559209
  nChanged 8
		SP:Iteration 17Q (7175.530000 sec): 3 clusters
  Score: Raw -138290.032164 + Penalty 2293.816830 = -135996.215334
  nChanged 10
		SP:Iteration 18Q (7175.690000 sec): 3 clusters
  Score: Raw -138311.786245 + Penalty 2293.816830 = -136017.969415
  nChanged 9
		SP:Iteration 19Q (7175.850000 sec): 3 clusters
  Score: Raw -138323.053687 + Penalty 2293.816830 = -136029.236857
  nChanged 12
		SP:Iteration 20F (7176.010000 sec): 3 clusters
  Score: Raw -138342.621513 + Penalty 2293.816830 = -136048.804683
  nChanged 19
		SP:Iteration 21Q (7176.170000 sec): 3 clusters
  Score: Raw -138369.967433 + Penalty 2293.816830 = -136076.150603
  nChanged 8
		SP:Iteration 22Q (7176.330000 sec): 3 clusters
  Score: Raw -138382.543989 + Penalty 2293.816830 = -136088.727160
  nChanged 8
		SP:Iteration 23Q (7176.490000 sec): 3 clusters
  Score: Raw -138389.229819 + Penalty 2293.816830 = -136095.412990
  nChanged 7
		SP:Iteration 24Q (7176.650000 sec): 3 clusters
  Score: Raw -138394.221423 + Penalty 2293.816830 = -136100.404593
  nChanged 5
		SP:Iteration 25Q (7176.810000 sec): 3 clusters
  Score: Raw -138398.404300 + Penalty 2293.816830 = -136104.587471
  nChanged 7
		SP:Iteration 26Q (7176.970000 sec): 3 clusters
  Score: Raw -138405.583774 + Penalty 2293.816830 = -136111.766944
  nChanged 8
		SP:Iteration 27Q (7177.130000 sec): 3 clusters
  Score: Raw -138411.048683 + Penalty 2293.816830 = -136117.231853
  nChanged 7
		SP:Iteration 28Q (7177.290000 sec): 3 clusters
  Score: Raw -138415.806885 + Penalty 2293.816830 = -136121.990055
  nChanged 4
		SP:Iteration 29Q (7177.450000 sec): 3 clusters
  Score: Raw -138417.888319 + Penalty 2293.816830 = -136124.071489
  nChanged 3
		SP:Iteration 30Q (7177.610000 sec): 3 clusters
  Score: Raw -138419.839213 + Penalty 2293.816830 = -136126.022384
  nChanged 2
		SP:Iteration 31Q (7177.780000 sec): 3 clusters
  Score: Raw -138420.576852 + Penalty 2293.816830 = -136126.760023
  nChanged 0
		SP:Iteration 32F (7177.970000 sec): 3 clusters
  Score: Raw -138420.576852 + Penalty 2293.816830 = -136126.760023
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 36 (709 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7178.080000 sec): 2 clusters
  Score: Raw -83675.030876 + Penalty 1066.626523 = -82608.404353
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7178.260000 sec): 3 clusters
  Score: Raw -83502.753726 + Penalty 2133.253046 = -81369.500680
  nChanged 183
		SP:Iteration 1F (7178.370000 sec): 3 clusters
  Score: Raw -83702.706953 + Penalty 2133.253046 = -81569.453907
  nChanged 48
		SP:Iteration 2F (7178.650000 sec): 3 clusters
  Score: Raw -83761.539334 + Penalty 2133.253046 = -81628.286288
  nChanged 26
		SP:Iteration 3Q (7178.790000 sec): 3 clusters
  Score: Raw -83797.945408 + Penalty 2133.253046 = -81664.692362
  nChanged 18
		SP:Iteration 4Q (7178.890000 sec): 3 clusters
  Score: Raw -83821.430851 + Penalty 2133.253046 = -81688.177805
  nChanged 7
		SP:Iteration 5Q (7179.080000 sec): 3 clusters
  Score: Raw -83829.369950 + Penalty 2133.253046 = -81696.116904
  nChanged 3
		SP:Iteration 6Q (7179.250000 sec): 3 clusters
  Score: Raw -83831.816117 + Penalty 2133.253046 = -81698.563071
  nChanged 2
		SP:Iteration 7Q (7179.440000 sec): 3 clusters
  Score: Raw -83832.922095 + Penalty 2133.253046 = -81699.669049
  nChanged 1
		SP:Iteration 8Q (7179.610000 sec): 3 clusters
  Score: Raw -83833.390667 + Penalty 2133.253046 = -81700.137621
  nChanged 0
		SP:Iteration 9F (7179.800000 sec): 3 clusters
  Score: Raw -83833.390667 + Penalty 2133.253046 = -81700.137621
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 37 (1739 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7179.880000 sec): 2 clusters
  Score: Raw -222828.644486 + Penalty 1212.423146 = -221616.221340
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7180.060000 sec): 3 clusters
  Score: Raw -222149.648814 + Penalty 2424.846292 = -219724.802522
  nChanged 589
		SP:Iteration 1F (7180.230000 sec): 3 clusters
  Score: Raw -222559.810454 + Penalty 2424.846292 = -220134.964162
  nChanged 138
		SP:Iteration 2F (7180.370000 sec): 3 clusters
  Score: Raw -222693.470407 + Penalty 2424.846292 = -220268.624115
  nChanged 106
		SP:Iteration 3F (7180.540000 sec): 3 clusters
  Score: Raw -222820.708928 + Penalty 2424.846292 = -220395.862636
  nChanged 112
		SP:Iteration 4F (7180.750000 sec): 3 clusters
  Score: Raw -222935.021377 + Penalty 2424.846292 = -220510.175085
  nChanged 94
		SP:Iteration 5F (7180.910000 sec): 3 clusters
  Score: Raw -223046.668162 + Penalty 2424.846292 = -220621.821870
  nChanged 80
		SP:Iteration 6Q (7181.080000 sec): 3 clusters
  Score: Raw -223135.521441 + Penalty 2424.846292 = -220710.675149
  nChanged 60
		SP:Iteration 7Q (7181.260000 sec): 3 clusters
  Score: Raw -223194.950943 + Penalty 2424.846292 = -220770.104651
  nChanged 37
		SP:Iteration 8Q (7181.430000 sec): 3 clusters
  Score: Raw -223234.465355 + Penalty 2424.846292 = -220809.619063
  nChanged 23
		SP:Iteration 9Q (7181.620000 sec): 3 clusters
  Score: Raw -223258.503969 + Penalty 2424.846292 = -220833.657677
  nChanged 21
		SP:Iteration 10Q (7181.770000 sec): 3 clusters
  Score: Raw -223284.779121 + Penalty 2424.846292 = -220859.932829
  nChanged 21
		SP:Iteration 11Q (7181.920000 sec): 3 clusters
  Score: Raw -223301.449289 + Penalty 2424.846292 = -220876.602997
  nChanged 10
		SP:Iteration 12Q (7182.080000 sec): 3 clusters
  Score: Raw -223315.426329 + Penalty 2424.846292 = -220890.580037
  nChanged 14
		SP:Iteration 13Q (7182.250000 sec): 3 clusters
  Score: Raw -223327.221630 + Penalty 2424.846292 = -220902.375338
  nChanged 8
		SP:Iteration 14Q (7182.400000 sec): 3 clusters
  Score: Raw -223332.499519 + Penalty 2424.846292 = -220907.653227
  nChanged 5
		SP:Iteration 15Q (7182.570000 sec): 3 clusters
  Score: Raw -223337.445743 + Penalty 2424.846292 = -220912.599451
  nChanged 4
		SP:Iteration 16Q (7182.800000 sec): 3 clusters
  Score: Raw -223340.631091 + Penalty 2424.846292 = -220915.784798
  nChanged 1
		SP:Iteration 17Q (7182.990000 sec): 3 clusters
  Score: Raw -223341.048850 + Penalty 2424.846292 = -220916.202558
  nChanged 0
		SP:Iteration 18F (7183.180000 sec): 3 clusters
  Score: Raw -223341.837275 + Penalty 2424.846292 = -220916.990983
  nChanged 1
		SP:Iteration 19Q (7183.340000 sec): 3 clusters
  Score: Raw -223343.495205 + Penalty 2424.846292 = -220918.648913
  nChanged 0
		SP:Iteration 20F (7183.490000 sec): 3 clusters
  Score: Raw -223343.495205 + Penalty 2424.846292 = -220918.648913
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 38 (537 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7183.600000 sec): 2 clusters
  Score: Raw -45400.919017 + Penalty 1021.474690 = -44379.444327
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7183.750000 sec): 3 clusters
  Score: Raw -45514.872950 + Penalty 2042.949381 = -43471.923570
  nChanged 156
		SP:Iteration 1F (7183.920000 sec): 3 clusters
  Score: Raw -45951.126267 + Penalty 2042.949381 = -43908.176886
  nChanged 48
		SP:Iteration 2F (7184.140000 sec): 3 clusters
  Score: Raw -46128.235821 + Penalty 2042.949381 = -44085.286440
  nChanged 25
		SP:Iteration 3Q (7184.360000 sec): 3 clusters
  Score: Raw -46218.978705 + Penalty 2042.949381 = -44176.029324
  nChanged 19
		SP:Iteration 4Q (7184.530000 sec): 3 clusters
  Score: Raw -46286.657561 + Penalty 2042.949381 = -44243.708180
  nChanged 22
		SP:Iteration 5Q (7184.720000 sec): 3 clusters
  Score: Raw -46353.956202 + Penalty 2042.949381 = -44311.006821
  nChanged 11
		SP:Iteration 6Q (7184.900000 sec): 3 clusters
  Score: Raw -46396.371943 + Penalty 2042.949381 = -44353.422562
  nChanged 14
		SP:Iteration 7Q (7185.070000 sec): 3 clusters
  Score: Raw -46465.065121 + Penalty 2042.949381 = -44422.115740
  nChanged 13
		SP:Iteration 8Q (7185.240000 sec): 3 clusters
  Score: Raw -46535.463237 + Penalty 2042.949381 = -44492.513856
  nChanged 9
		SP:Iteration 9Q (7185.400000 sec): 3 clusters
  Score: Raw -46589.039262 + Penalty 2042.949381 = -44546.089881
  nChanged 13
		SP:Iteration 10Q (7185.610000 sec): 3 clusters
  Score: Raw -46679.667045 + Penalty 2042.949381 = -44636.717664
  nChanged 15
		SP:Iteration 11Q (7185.780000 sec): 3 clusters
  Score: Raw -46739.858195 + Penalty 2042.949381 = -44696.908814
  nChanged 6
		SP:Iteration 12Q (7185.960000 sec): 3 clusters
  Score: Raw -46779.062729 + Penalty 2042.949381 = -44736.113348
  nChanged 8
		SP:Iteration 13Q (7186.140000 sec): 3 clusters
  Score: Raw -46797.657966 + Penalty 2042.949381 = -44754.708586
  nChanged 4
		SP:Iteration 14Q (7186.240000 sec): 3 clusters
  Score: Raw -46817.455985 + Penalty 2042.949381 = -44774.506604
  nChanged 2
		SP:Iteration 15Q (7186.380000 sec): 3 clusters
  Score: Raw -46822.676105 + Penalty 2042.949381 = -44779.726724
  nChanged 4
		SP:Iteration 16Q (7186.520000 sec): 3 clusters
  Score: Raw -46830.593601 + Penalty 2042.949381 = -44787.644220
  nChanged 0
		SP:Iteration 17F (7186.700000 sec): 3 clusters
  Score: Raw -46853.648071 + Penalty 2042.949381 = -44810.698690
  nChanged 5
		SP:Iteration 18Q (7186.830000 sec): 3 clusters
  Score: Raw -46901.998590 + Penalty 2042.949381 = -44859.049209
  nChanged 9
		SP:Iteration 19Q (7186.980000 sec): 3 clusters
  Score: Raw -46966.927446 + Penalty 2042.949381 = -44923.978066
  nChanged 10
		SP:Iteration 20F (7187.140000 sec): 3 clusters
  Score: Raw -47048.380929 + Penalty 2042.949381 = -45005.431549
  nChanged 10
		SP:Iteration 21Q (7187.270000 sec): 3 clusters
  Score: Raw -47179.819764 + Penalty 2042.949381 = -45136.870384
  nChanged 11
		SP:Iteration 22Q (7187.400000 sec): 3 clusters
  Score: Raw -47329.360928 + Penalty 2042.949381 = -45286.411547
  nChanged 7
		SP:Iteration 23Q (7187.540000 sec): 3 clusters
  Score: Raw -47402.057869 + Penalty 2042.949381 = -45359.108488
  nChanged 8
		SP:Iteration 24Q (7187.650000 sec): 3 clusters
  Score: Raw -47472.717812 + Penalty 2042.949381 = -45429.768432
  nChanged 3
		SP:Iteration 25Q (7187.800000 sec): 3 clusters
  Score: Raw -47516.618757 + Penalty 2042.949381 = -45473.669376
  nChanged 3
		SP:Iteration 26Q (7187.960000 sec): 3 clusters
  Score: Raw -47526.032362 + Penalty 2042.949381 = -45483.082982
  nChanged 3
		SP:Iteration 27Q (7188.130000 sec): 3 clusters
  Score: Raw -47531.645131 + Penalty 2042.949381 = -45488.695750
  nChanged 0
		SP:Iteration 28F (7188.260000 sec): 3 clusters
  Score: Raw -47543.108963 + Penalty 2042.949381 = -45500.159583
  nChanged 2
		SP:Iteration 29Q (7188.440000 sec): 3 clusters
  Score: Raw -47586.599799 + Penalty 2042.949381 = -45543.650418
  nChanged 1
		SP:Iteration 30Q (7188.570000 sec): 3 clusters
  Score: Raw -47623.619127 + Penalty 2042.949381 = -45580.669747
  nChanged 0
		SP:Iteration 31F (7188.730000 sec): 3 clusters
  Score: Raw -47629.388756 + Penalty 2042.949381 = -45586.439376
  nChanged 1
		SP:Iteration 32Q (7188.870000 sec): 3 clusters
  Score: Raw -47648.455396 + Penalty 2042.949381 = -45605.506016
  nChanged 4
		SP:Iteration 33Q (7189.000000 sec): 3 clusters
  Score: Raw -47664.140766 + Penalty 2042.949381 = -45621.191385
  nChanged 1
		SP:Iteration 34Q (7189.140000 sec): 3 clusters
  Score: Raw -47666.909106 + Penalty 2042.949381 = -45623.959725
  nChanged 1
		SP:Iteration 35Q (7189.270000 sec): 3 clusters
  Score: Raw -47669.990588 + Penalty 2042.949381 = -45627.041207
  nChanged 0
		SP:Iteration 36F (7189.400000 sec): 3 clusters
  Score: Raw -47669.990588 + Penalty 2042.949381 = -45627.041207
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 54.
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 39 (11935 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7189.600000 sec): 2 clusters
  Score: Raw -1369244.751379 + Penalty 1525.424963 = -1367719.326417
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7189.910000 sec): 3 clusters
  Score: Raw -1362381.639817 + Penalty 3050.849925 = -1359330.789892
  nChanged 5229
		SP:Iteration 1F (7190.150000 sec): 3 clusters
  Score: Raw -1365418.415850 + Penalty 3050.849925 = -1362367.565925
  nChanged 844
		SP:Iteration 2F (7190.440000 sec): 3 clusters
  Score: Raw -1365962.531801 + Penalty 3050.849925 = -1362911.681876
  nChanged 817
		SP:Iteration 3F (7190.690000 sec): 3 clusters
  Score: Raw -1366538.212599 + Penalty 3050.849925 = -1363487.362674
  nChanged 772
		SP:Iteration 4F (7190.940000 sec): 3 clusters
  Score: Raw -1367070.178883 + Penalty 3050.849925 = -1364019.328958
  nChanged 743
		SP:Iteration 5F (7191.210000 sec): 3 clusters
  Score: Raw -1367567.936245 + Penalty 3050.849925 = -1364517.086320
  nChanged 648
		SP:Iteration 6F (7191.410000 sec): 3 clusters
  Score: Raw -1367976.377027 + Penalty 3050.849925 = -1364925.527101
  nChanged 554
		SP:Iteration 7Q (7191.620000 sec): 3 clusters
  Score: Raw -1368350.073131 + Penalty 3050.849925 = -1365299.223206
  nChanged 507
		SP:Iteration 8Q (7191.890000 sec): 3 clusters
  Score: Raw -1368689.884235 + Penalty 3050.849925 = -1365639.034309
  nChanged 439
		SP:Iteration 9Q (7192.140000 sec): 3 clusters
  Score: Raw -1368976.997131 + Penalty 3050.849925 = -1365926.147206
  nChanged 390
		SP:Iteration 10Q (7192.390000 sec): 3 clusters
  Score: Raw -1369220.569059 + Penalty 3050.849925 = -1366169.719134
  nChanged 325
		SP:Iteration 11Q (7192.660000 sec): 3 clusters
  Score: Raw -1369415.623789 + Penalty 3050.849925 = -1366364.773864
  nChanged 294
		SP:Iteration 12Q (7192.870000 sec): 3 clusters
  Score: Raw -1369572.152470 + Penalty 3050.849925 = -1366521.302545
  nChanged 231
		SP:Iteration 13Q (7193.100000 sec): 3 clusters
  Score: Raw -1369671.244898 + Penalty 3050.849925 = -1366620.394973
  nChanged 183
		SP:Iteration 14Q (7193.360000 sec): 3 clusters
  Score: Raw -1369745.255890 + Penalty 3050.849925 = -1366694.405965
  nChanged 159
		SP:Iteration 15Q (7193.600000 sec): 3 clusters
  Score: Raw -1369803.159795 + Penalty 3050.849925 = -1366752.309870
  nChanged 135
		SP:Iteration 16Q (7193.820000 sec): 3 clusters
  Score: Raw -1369844.134759 + Penalty 3050.849925 = -1366793.284834
  nChanged 104
		SP:Iteration 17Q (7194.100000 sec): 3 clusters
  Score: Raw -1369872.682612 + Penalty 3050.849925 = -1366821.832687
  nChanged 103
		SP:Iteration 18Q (7194.310000 sec): 3 clusters
  Score: Raw -1369899.014689 + Penalty 3050.849925 = -1366848.164764
  nChanged 77
		SP:Iteration 19Q (7194.550000 sec): 3 clusters
  Score: Raw -1369919.096670 + Penalty 3050.849925 = -1366868.246745
  nChanged 70
		SP:Iteration 20F (7194.810000 sec): 3 clusters
  Score: Raw -1369933.862050 + Penalty 3050.849925 = -1366883.012125
  nChanged 53
		SP:Iteration 21Q (7195.030000 sec): 3 clusters
  Score: Raw -1369943.804150 + Penalty 3050.849925 = -1366892.954225
  nChanged 46
		SP:Iteration 22Q (7195.310000 sec): 3 clusters
  Score: Raw -1369951.751360 + Penalty 3050.849925 = -1366900.901435
  nChanged 44
		SP:Iteration 23Q (7195.510000 sec): 3 clusters
  Score: Raw -1369957.909219 + Penalty 3050.849925 = -1366907.059294
  nChanged 32
		SP:Iteration 24Q (7195.730000 sec): 3 clusters
  Score: Raw -1369962.364783 + Penalty 3050.849925 = -1366911.514858
  nChanged 20
		SP:Iteration 25Q (7195.990000 sec): 3 clusters
  Score: Raw -1369964.212117 + Penalty 3050.849925 = -1366913.362192
  nChanged 22
		SP:Iteration 26Q (7196.210000 sec): 3 clusters
  Score: Raw -1369966.547487 + Penalty 3050.849925 = -1366915.697562
  nChanged 20
		SP:Iteration 27Q (7196.500000 sec): 3 clusters
  Score: Raw -1369969.108228 + Penalty 3050.849925 = -1366918.258303
  nChanged 21
		SP:Iteration 28Q (7196.770000 sec): 3 clusters
  Score: Raw -1369972.982052 + Penalty 3050.849925 = -1366922.132127
  nChanged 25
		SP:Iteration 29Q (7197.060000 sec): 3 clusters
  Score: Raw -1369978.071992 + Penalty 3050.849925 = -1366927.222066
  nChanged 27
		SP:Iteration 30Q (7197.300000 sec): 3 clusters
  Score: Raw -1369984.261727 + Penalty 3050.849925 = -1366933.411802
  nChanged 33
		SP:Iteration 31Q (7197.590000 sec): 3 clusters
  Score: Raw -1369992.154993 + Penalty 3050.849925 = -1366941.305068
  nChanged 35
		SP:Iteration 32Q (7197.760000 sec): 3 clusters
  Score: Raw -1369998.990325 + Penalty 3050.849925 = -1366948.140400
  nChanged 29
		SP:Iteration 33Q (7197.960000 sec): 3 clusters
  Score: Raw -1370003.534536 + Penalty 3050.849925 = -1366952.684611
  nChanged 19
		SP:Iteration 34Q (7198.180000 sec): 3 clusters
  Score: Raw -1370005.810949 + Penalty 3050.849925 = -1366954.961024
  nChanged 16
		SP:Iteration 35Q (7198.470000 sec): 3 clusters
  Score: Raw -1370007.948575 + Penalty 3050.849925 = -1366957.098650
  nChanged 18
		SP:Iteration 36Q (7198.640000 sec): 3 clusters
  Score: Raw -1370010.906454 + Penalty 3050.849925 = -1366960.056529
  nChanged 22
		SP:Iteration 37Q (7198.870000 sec): 3 clusters
  Score: Raw -1370014.012616 + Penalty 3050.849925 = -1366963.162691
  nChanged 19
		SP:Iteration 38Q (7199.110000 sec): 3 clusters
  Score: Raw -1370016.151567 + Penalty 3050.849925 = -1366965.301642
  nChanged 17
		SP:Iteration 39Q (7199.370000 sec): 3 clusters
  Score: Raw -1370018.200224 + Penalty 3050.849925 = -1366967.350298
  nChanged 13
		SP:Iteration 40F (7199.550000 sec): 3 clusters
  Score: Raw -1370020.011713 + Penalty 3050.849925 = -1366969.161787
  nChanged 19
		SP:Iteration 41Q (7199.750000 sec): 3 clusters
  Score: Raw -1370023.473651 + Penalty 3050.849925 = -1366972.623726
  nChanged 21
		SP:Iteration 42Q (7199.950000 sec): 3 clusters
  Score: Raw -1370027.193988 + Penalty 3050.849925 = -1366976.344063
  nChanged 26
		SP:Iteration 43Q (7200.230000 sec): 3 clusters
  Score: Raw -1370032.559005 + Penalty 3050.849925 = -1366981.709080
  nChanged 30
		SP:Iteration 44Q (7200.460000 sec): 3 clusters
  Score: Raw -1370038.051838 + Penalty 3050.849925 = -1366987.201913
  nChanged 35
		SP:Iteration 45Q (7200.700000 sec): 3 clusters
  Score: Raw -1370044.899918 + Penalty 3050.849925 = -1366994.049993
  nChanged 30
		SP:Iteration 46Q (7200.900000 sec): 3 clusters
  Score: Raw -1370050.901507 + Penalty 3050.849925 = -1367000.051582
  nChanged 31
		SP:Iteration 47Q (7201.200000 sec): 3 clusters
  Score: Raw -1370055.339881 + Penalty 3050.849925 = -1367004.489956
  nChanged 21
		SP:Iteration 48Q (7201.370000 sec): 3 clusters
  Score: Raw -1370058.011505 + Penalty 3050.849925 = -1367007.161580
  nChanged 19
		SP:Iteration 49Q (7201.580000 sec): 3 clusters
  Score: Raw -1370060.803447 + Penalty 3050.849925 = -1367009.953522
  nChanged 18
		SP:Iteration 50Q (7201.870000 sec): 3 clusters
  Score: Raw -1370063.032086 + Penalty 3050.849925 = -1367012.182161
  nChanged 17
		SP:Iteration 51Q (7202.150000 sec): 3 clusters
  Score: Raw -1370065.439228 + Penalty 3050.849925 = -1367014.589303
  nChanged 15
		SP:Iteration 52Q (7202.330000 sec): 3 clusters
  Score: Raw -1370068.308888 + Penalty 3050.849925 = -1367017.458963
  nChanged 20
		SP:Iteration 53Q (7202.590000 sec): 3 clusters
  Score: Raw -1370070.512903 + Penalty 3050.849925 = -1367019.662978
  nChanged 13
		SP:Iteration 54Q (7202.860000 sec): 3 clusters
  Score: Raw -1370072.190080 + Penalty 3050.849925 = -1367021.340155
  nChanged 14
		SP:Iteration 55Q (7203.110000 sec): 3 clusters
  Score: Raw -1370073.808904 + Penalty 3050.849925 = -1367022.958979
  nChanged 14
		SP:Iteration 56Q (7203.370000 sec): 3 clusters
  Score: Raw -1370075.328508 + Penalty 3050.849925 = -1367024.478583
  nChanged 17
		SP:Iteration 57Q (7203.570000 sec): 3 clusters
  Score: Raw -1370076.899538 + Penalty 3050.849925 = -1367026.049613
  nChanged 10
		SP:Iteration 58Q (7203.790000 sec): 3 clusters
  Score: Raw -1370077.818711 + Penalty 3050.849925 = -1367026.968786
  nChanged 5
		SP:Iteration 59Q (7203.980000 sec): 3 clusters
  Score: Raw -1370078.401549 + Penalty 3050.849925 = -1367027.551624
  nChanged 5
		SP:Iteration 60F (7204.170000 sec): 3 clusters
  Score: Raw -1370078.777848 + Penalty 3050.849925 = -1367027.927923
  nChanged 4
		SP:Iteration 61Q (7204.400000 sec): 3 clusters
  Score: Raw -1370079.047276 + Penalty 3050.849925 = -1367028.197351
  nChanged 2
		SP:Iteration 62Q (7204.620000 sec): 3 clusters
  Score: Raw -1370079.279407 + Penalty 3050.849925 = -1367028.429482
  nChanged 3
		SP:Iteration 63Q (7204.890000 sec): 3 clusters
  Score: Raw -1370079.569926 + Penalty 3050.849925 = -1367028.720001
  nChanged 1
		SP:Iteration 64Q (7205.180000 sec): 3 clusters
  Score: Raw -1370079.698023 + Penalty 3050.849925 = -1367028.848098
  nChanged 0
		SP:Iteration 65F (7205.470000 sec): 3 clusters
  Score: Raw -1370079.698023 + Penalty 3050.849925 = -1367028.848098
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 40 (742 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7205.620000 sec): 2 clusters
  Score: Raw -51797.337953 + Penalty 1074.019252 = -50723.318701
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7205.810000 sec): 3 clusters
  Score: Raw -51721.876966 + Penalty 2148.038504 = -49573.838462
  nChanged 243
		SP:Iteration 1F (7206.000000 sec): 3 clusters
  Score: Raw -52505.965846 + Penalty 2148.038504 = -50357.927342
  nChanged 91
		SP:Iteration 2F (7206.200000 sec): 3 clusters
  Score: Raw -52972.692886 + Penalty 2148.038504 = -50824.654382
  nChanged 77
		SP:Iteration 3F (7206.440000 sec): 3 clusters
  Score: Raw -53446.190947 + Penalty 2148.038504 = -51298.152443
  nChanged 59
		SP:Iteration 4F (7206.570000 sec): 3 clusters
  Score: Raw -53789.878998 + Penalty 2148.038504 = -51641.840494
  nChanged 28
		SP:Iteration 5Q (7206.690000 sec): 3 clusters
  Score: Raw -53983.288436 + Penalty 2148.038504 = -51835.249932
  nChanged 28
		SP:Iteration 6Q (7206.830000 sec): 3 clusters
  Score: Raw -54151.892548 + Penalty 2148.038504 = -52003.854044
  nChanged 17
		SP:Iteration 7Q (7207.030000 sec): 3 clusters
  Score: Raw -54251.760189 + Penalty 2148.038504 = -52103.721685
  nChanged 21
		SP:Iteration 8Q (7207.220000 sec): 3 clusters
  Score: Raw -54360.500205 + Penalty 2148.038504 = -52212.461701
  nChanged 17
		SP:Iteration 9Q (7207.350000 sec): 3 clusters
  Score: Raw -54423.170628 + Penalty 2148.038504 = -52275.132124
  nChanged 16
		SP:Iteration 10Q (7207.530000 sec): 3 clusters
  Score: Raw -54469.696034 + Penalty 2148.038504 = -52321.657530
  nChanged 10
		SP:Iteration 11Q (7207.680000 sec): 3 clusters
  Score: Raw -54487.252985 + Penalty 2148.038504 = -52339.214481
  nChanged 7
		SP:Iteration 12Q (7207.820000 sec): 3 clusters
  Score: Raw -54494.910517 + Penalty 2148.038504 = -52346.872013
  nChanged 4
		SP:Iteration 13Q (7207.960000 sec): 3 clusters
  Score: Raw -54499.581463 + Penalty 2148.038504 = -52351.542958
  nChanged 2
		SP:Iteration 14Q (7208.120000 sec): 3 clusters
  Score: Raw -54503.523848 + Penalty 2148.038504 = -52355.485344
  nChanged 1
		SP:Iteration 15Q (7208.290000 sec): 3 clusters
  Score: Raw -54504.294642 + Penalty 2148.038504 = -52356.256138
  nChanged 0
		SP:Iteration 16F (7208.480000 sec): 3 clusters
  Score: Raw -54504.294642 + Penalty 2148.038504 = -52356.256138
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 55.
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 41 (965 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7208.590000 sec): 2 clusters
  Score: Raw -120105.641511 + Penalty 1116.720816 = -118988.920694
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7208.760000 sec): 3 clusters
  Score: Raw -119768.433933 + Penalty 2233.441633 = -117534.992300
  nChanged 281
		SP:Iteration 1F (7208.970000 sec): 3 clusters
  Score: Raw -119998.566597 + Penalty 2233.441633 = -117765.124964
  nChanged 83
		SP:Iteration 2F (7209.080000 sec): 3 clusters
  Score: Raw -120079.103063 + Penalty 2233.441633 = -117845.661430
  nChanged 38
		SP:Iteration 3Q (7209.240000 sec): 3 clusters
  Score: Raw -120112.169605 + Penalty 2233.441633 = -117878.727972
  nChanged 21
		SP:Iteration 4Q (7209.400000 sec): 3 clusters
  Score: Raw -120129.326423 + Penalty 2233.441633 = -117895.884790
  nChanged 14
		SP:Iteration 5Q (7209.560000 sec): 3 clusters
  Score: Raw -120140.326526 + Penalty 2233.441633 = -117906.884893
  nChanged 5
		SP:Iteration 6Q (7209.730000 sec): 3 clusters
  Score: Raw -120144.548631 + Penalty 2233.441633 = -117911.106998
  nChanged 4
		SP:Iteration 7Q (7209.860000 sec): 3 clusters
  Score: Raw -120149.680199 + Penalty 2233.441633 = -117916.238566
  nChanged 5
		SP:Iteration 8Q (7210.050000 sec): 3 clusters
  Score: Raw -120154.254114 + Penalty 2233.441633 = -117920.812481
  nChanged 3
		SP:Iteration 9Q (7210.270000 sec): 3 clusters
  Score: Raw -120155.870511 + Penalty 2233.441633 = -117922.428878
  nChanged 0
		SP:Iteration 10F (7210.480000 sec): 3 clusters
  Score: Raw -120155.870511 + Penalty 2233.441633 = -117922.428878
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 42 (454 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7210.590000 sec): 2 clusters
  Score: Raw -49225.599799 + Penalty 994.190795 = -48231.409004
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7210.760000 sec): 3 clusters
  Score: Raw -49250.773743 + Penalty 1988.381589 = -47262.392153
  nChanged 116
		SP:Iteration 1F (7210.930000 sec): 3 clusters
  Score: Raw -49503.457973 + Penalty 1988.381589 = -47515.076383
  nChanged 41
		SP:Iteration 2F (7211.090000 sec): 3 clusters
  Score: Raw -49655.114799 + Penalty 1988.381589 = -47666.733209
  nChanged 32
		SP:Iteration 3F (7211.260000 sec): 3 clusters
  Score: Raw -49807.278029 + Penalty 1988.381589 = -47818.896440
  nChanged 20
		SP:Iteration 4Q (7211.420000 sec): 3 clusters
  Score: Raw -49878.490148 + Penalty 1988.381589 = -47890.108558
  nChanged 15
		SP:Iteration 5Q (7211.580000 sec): 3 clusters
  Score: Raw -49925.573143 + Penalty 1988.381589 = -47937.191554
  nChanged 12
		SP:Iteration 6Q (7211.740000 sec): 3 clusters
  Score: Raw -49962.506255 + Penalty 1988.381589 = -47974.124665
  nChanged 9
		SP:Iteration 7Q (7211.930000 sec): 3 clusters
  Score: Raw -50006.824571 + Penalty 1988.381589 = -48018.442982
  nChanged 4
		SP:Iteration 8Q (7212.090000 sec): 3 clusters
  Score: Raw -50017.315061 + Penalty 1988.381589 = -48028.933472
  nChanged 0
		SP:Iteration 9F (7212.260000 sec): 3 clusters
  Score: Raw -50017.315061 + Penalty 1988.381589 = -48028.933472
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 43 (2940 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7212.390000 sec): 2 clusters
  Score: Raw -328770.941730 + Penalty 1297.751790 = -327473.189940
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7212.600000 sec): 3 clusters
  Score: Raw -327360.928717 + Penalty 2595.503580 = -324765.425137
  nChanged 1147
		SP:Iteration 1F (7212.740000 sec): 3 clusters
  Score: Raw -328101.270251 + Penalty 2595.503580 = -325505.766671
  nChanged 275
		SP:Iteration 2F (7212.950000 sec): 3 clusters
  Score: Raw -328346.305208 + Penalty 2595.503580 = -325750.801628
  nChanged 208
		SP:Iteration 3F (7213.170000 sec): 3 clusters
  Score: Raw -328550.140578 + Penalty 2595.503580 = -325954.636998
  nChanged 177
		SP:Iteration 4F (7213.370000 sec): 3 clusters
  Score: Raw -328710.849102 + Penalty 2595.503580 = -326115.345522
  nChanged 132
		SP:Iteration 5Q (7213.550000 sec): 3 clusters
  Score: Raw -328813.824200 + Penalty 2595.503580 = -326218.320620
  nChanged 104
		SP:Iteration 6Q (7213.730000 sec): 3 clusters
  Score: Raw -328887.750550 + Penalty 2595.503580 = -326292.246971
  nChanged 78
		SP:Iteration 7Q (7213.880000 sec): 3 clusters
  Score: Raw -328939.894908 + Penalty 2595.503580 = -326344.391329
  nChanged 72
		SP:Iteration 8Q (7214.080000 sec): 3 clusters
  Score: Raw -328997.122760 + Penalty 2595.503580 = -326401.619181
  nChanged 55
		SP:Iteration 9Q (7214.250000 sec): 3 clusters
  Score: Raw -329038.244983 + Penalty 2595.503580 = -326442.741404
  nChanged 50
		SP:Iteration 10Q (7214.390000 sec): 3 clusters
  Score: Raw -329076.375831 + Penalty 2595.503580 = -326480.872252
  nChanged 50
		SP:Iteration 11Q (7214.550000 sec): 3 clusters
  Score: Raw -329112.922848 + Penalty 2595.503580 = -326517.419269
  nChanged 43
		SP:Iteration 12Q (7214.710000 sec): 3 clusters
  Score: Raw -329143.365625 + Penalty 2595.503580 = -326547.862046
  nChanged 38
		SP:Iteration 13Q (7214.870000 sec): 3 clusters
  Score: Raw -329172.658481 + Penalty 2595.503580 = -326577.154901
  nChanged 36
		SP:Iteration 14Q (7215.030000 sec): 3 clusters
  Score: Raw -329199.927369 + Penalty 2595.503580 = -326604.423790
  nChanged 30
		SP:Iteration 15Q (7215.190000 sec): 3 clusters
  Score: Raw -329219.799282 + Penalty 2595.503580 = -326624.295702
  nChanged 18
		SP:Iteration 16Q (7215.350000 sec): 3 clusters
  Score: Raw -329234.438347 + Penalty 2595.503580 = -326638.934767
  nChanged 15
		SP:Iteration 17Q (7215.510000 sec): 3 clusters
  Score: Raw -329247.561243 + Penalty 2595.503580 = -326652.057664
  nChanged 23
		SP:Iteration 18Q (7215.670000 sec): 3 clusters
  Score: Raw -329259.722209 + Penalty 2595.503580 = -326664.218629
  nChanged 25
		SP:Iteration 19Q (7215.830000 sec): 3 clusters
  Score: Raw -329273.673897 + Penalty 2595.503580 = -326678.170317
  nChanged 25
		SP:Iteration 20F (7215.990000 sec): 3 clusters
  Score: Raw -329288.206602 + Penalty 2595.503580 = -326692.703022
  nChanged 20
		SP:Iteration 21Q (7216.150000 sec): 3 clusters
  Score: Raw -329299.822048 + Penalty 2595.503580 = -326704.318469
  nChanged 24
		SP:Iteration 22Q (7216.310000 sec): 3 clusters
  Score: Raw -329314.430319 + Penalty 2595.503580 = -326718.926740
  nChanged 18
		SP:Iteration 23Q (7216.470000 sec): 3 clusters
  Score: Raw -329320.751935 + Penalty 2595.503580 = -326725.248356
  nChanged 8
		SP:Iteration 24Q (7216.630000 sec): 3 clusters
  Score: Raw -329323.978111 + Penalty 2595.503580 = -326728.474531
  nChanged 10
		SP:Iteration 25Q (7216.790000 sec): 3 clusters
  Score: Raw -329329.413200 + Penalty 2595.503580 = -326733.909620
  nChanged 14
		SP:Iteration 26Q (7216.950000 sec): 3 clusters
  Score: Raw -329338.073164 + Penalty 2595.503580 = -326742.569584
  nChanged 15
		SP:Iteration 27Q (7217.110000 sec): 3 clusters
  Score: Raw -329351.690727 + Penalty 2595.503580 = -326756.187148
  nChanged 23
		SP:Iteration 28Q (7217.270000 sec): 3 clusters
  Score: Raw -329368.272649 + Penalty 2595.503580 = -326772.769069
  nChanged 25
		SP:Iteration 29Q (7217.430000 sec): 3 clusters
  Score: Raw -329382.038899 + Penalty 2595.503580 = -326786.535320
  nChanged 17
		SP:Iteration 30Q (7217.590000 sec): 3 clusters
  Score: Raw -329395.858048 + Penalty 2595.503580 = -326800.354469
  nChanged 17
		SP:Iteration 31Q (7217.750000 sec): 3 clusters
  Score: Raw -329409.133164 + Penalty 2595.503580 = -326813.629584
  nChanged 21
		SP:Iteration 32Q (7217.910000 sec): 3 clusters
  Score: Raw -329420.478415 + Penalty 2595.503580 = -326824.974836
  nChanged 19
		SP:Iteration 33Q (7218.070000 sec): 3 clusters
  Score: Raw -329430.629742 + Penalty 2595.503580 = -326835.126163
  nChanged 15
		SP:Iteration 34Q (7218.230000 sec): 3 clusters
  Score: Raw -329442.608385 + Penalty 2595.503580 = -326847.104806
  nChanged 21
		SP:Iteration 35Q (7218.390000 sec): 3 clusters
  Score: Raw -329451.690995 + Penalty 2595.503580 = -326856.187416
  nChanged 19
		SP:Iteration 36Q (7218.550000 sec): 3 clusters
  Score: Raw -329462.116210 + Penalty 2595.503580 = -326866.612631
  nChanged 16
		SP:Iteration 37Q (7218.710000 sec): 3 clusters
  Score: Raw -329469.953211 + Penalty 2595.503580 = -326874.449632
  nChanged 11
		SP:Iteration 38Q (7218.870000 sec): 3 clusters
  Score: Raw -329475.997648 + Penalty 2595.503580 = -326880.494068
  nChanged 13
		SP:Iteration 39Q (7219.030000 sec): 3 clusters
  Score: Raw -329481.004874 + Penalty 2595.503580 = -326885.501295
  nChanged 7
		SP:Iteration 40F (7219.190000 sec): 3 clusters
  Score: Raw -329486.224513 + Penalty 2595.503580 = -326890.720933
  nChanged 13
		SP:Iteration 41Q (7219.350000 sec): 3 clusters
  Score: Raw -329492.468018 + Penalty 2595.503580 = -326896.964439
  nChanged 9
		SP:Iteration 42Q (7219.510000 sec): 3 clusters
  Score: Raw -329496.719628 + Penalty 2595.503580 = -326901.216048
  nChanged 4
		SP:Iteration 43Q (7219.670000 sec): 3 clusters
  Score: Raw -329497.926852 + Penalty 2595.503580 = -326902.423273
  nChanged 1
		SP:Iteration 44Q (7219.830000 sec): 3 clusters
  Score: Raw -329498.242738 + Penalty 2595.503580 = -326902.739158
  nChanged 2
		SP:Iteration 45Q (7219.990000 sec): 3 clusters
  Score: Raw -329498.816274 + Penalty 2595.503580 = -326903.312695
  nChanged 0
		SP:Iteration 46F (7220.150000 sec): 3 clusters
  Score: Raw -329498.816274 + Penalty 2595.503580 = -326903.312695
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 44 (765 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7220.220000 sec): 2 clusters
  Score: Raw -82990.356512 + Penalty 1078.979823 = -81911.376689
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7220.380000 sec): 3 clusters
  Score: Raw -82842.840709 + Penalty 2157.959646 = -80684.881063
  nChanged 243
		SP:Iteration 1F (7220.540000 sec): 3 clusters
  Score: Raw -83365.634797 + Penalty 2157.959646 = -81207.675151
  nChanged 106
		SP:Iteration 2F (7220.700000 sec): 3 clusters
  Score: Raw -83796.232863 + Penalty 2157.959646 = -81638.273217
  nChanged 79
		SP:Iteration 3F (7220.870000 sec): 3 clusters
  Score: Raw -84169.627390 + Penalty 2157.959646 = -82011.667744
  nChanged 57
		SP:Iteration 4F (7221.020000 sec): 3 clusters
  Score: Raw -84632.312747 + Penalty 2157.959646 = -82474.353101
  nChanged 31
		SP:Iteration 5Q (7221.180000 sec): 3 clusters
  Score: Raw -84867.303432 + Penalty 2157.959646 = -82709.343786
  nChanged 14
		SP:Iteration 6Q (7221.400000 sec): 3 clusters
  Score: Raw -84993.971175 + Penalty 2157.959646 = -82836.011529
  nChanged 8
		SP:Iteration 7Q (7221.540000 sec): 3 clusters
  Score: Raw -85026.751364 + Penalty 2157.959646 = -82868.791718
  nChanged 1
		SP:Iteration 8Q (7221.730000 sec): 3 clusters
  Score: Raw -85028.597001 + Penalty 2157.959646 = -82870.637355
  nChanged 1
		SP:Iteration 9Q (7221.920000 sec): 3 clusters
  Score: Raw -85029.607084 + Penalty 2157.959646 = -82871.647438
  nChanged 1
		SP:Iteration 10Q (7222.120000 sec): 3 clusters
  Score: Raw -85030.056697 + Penalty 2157.959646 = -82872.097051
  nChanged 1
		SP:Iteration 11Q (7222.320000 sec): 3 clusters
  Score: Raw -85030.710741 + Penalty 2157.959646 = -82872.751095
  nChanged 0
		SP:Iteration 12F (7222.480000 sec): 3 clusters
  Score: Raw -85030.710741 + Penalty 2157.959646 = -82872.751095
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 56.
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 45 (2841 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (7222.600000 sec): 2 clusters
  Score: Raw -350916.444640 + Penalty 1292.185600 = -349624.259041
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (7222.780000 sec): 3 clusters
  Score: Raw -349596.958535 + Penalty 2584.371199 = -347012.587336
  nChanged 1062
		SP:Iteration 1F (7222.970000 sec): 3 clusters
  Score: Raw -350255.571794 + Penalty 2584.371199 = -347671.200595
  nChanged 218
		SP:Iteration 2F (7223.130000 sec): 3 clusters
  Score: Raw -350402.931392 + Penalty 2584.371199 = -347818.560193
  nChanged 150
		SP:Iteration 3F (7223.260000 sec): 3 clusters
  Score: Raw -350495.041198 + Penalty 2584.371199 = -347910.669999
  nChanged 99
		SP:Iteration 4Q (7223.380000 sec): 3 clusters
  Score: Raw -350551.666290 + Penalty 2584.371199 = -347967.295091
  nChanged 83
		SP:Iteration 5Q (7223.560000 sec): 3 clusters
  Score: Raw -350590.847543 + Penalty 2584.371199 = -348006.476343
  nChanged 67
		SP:Iteration 6Q (7223.740000 sec): 3 clusters
  Score: Raw -350626.306572 + Penalty 2584.371199 = -348041.935373
  nChanged 66
		SP:Iteration 7Q (7223.960000 sec): 3 clusters
  Score: Raw -350667.015072 + Penalty 2584.371199 = -348082.643873
  nChanged 71
		SP:Iteration 8Q (7224.120000 sec): 3 clusters
  Score: Raw -350711.661698 + Penalty 2584.371199 = -348127.290499
  nChanged 75
		SP:Iteration 9Q (7224.340000 sec): 3 clusters
  Score: Raw -350754.627313 + Penalty 2584.371199 = -348170.256114
  nChanged 63
		SP:Iteration 10Q (7224.500000 sec): 3 clusters
  Score: Raw -350797.504617 + Penalty 2584.371199 = -348213.133418
  nChanged 62
		SP:Iteration 11Q (7224.670000 sec): 3 clusters
  Score: Raw -350831.641061 + Penalty 2584.371199 = -348247.269862
  nChanged 57
		SP:Iteration 12Q (7224.870000 sec): 3 clusters
  Score: Raw -350862.808916 + Penalty 2584.371199 = -348278.437717
  nChanged 50
		SP:Iteration 13Q (7225.030000 sec): 3 clusters
  Score: Raw -350882.882738 + Penalty 2584.371199 = -348298.511538
  nChanged 34
		SP:Iteration 14Q (7225.190000 sec): 3 clusters
  Score: Raw -350897.637366 + Penalty 2584.371199 = -348313.266167
  nChanged 26
		SP:Iteration 15Q (7225.320000 sec): 3 clusters
  Score: Raw -350909.792662 + Penalty 2584.371199 = -348325.421463
  nChanged 28
		SP:Iteration 16Q (7225.490000 sec): 3 clusters
  Score: Raw -350921.743330 + Penalty 2584.371199 = -348337.372131
  nChanged 35
		SP:Iteration 17Q (7225.660000 sec): 3 clusters
  Score: Raw -350939.100414 + Penalty 2584.371199 = -348354.729215
  nChanged 34
		SP:Iteration 18Q (7225.800000 sec): 3 clusters
  Score: Raw -350953.818695 + Penalty 2584.371199 = -348369.447496
  nChanged 27
		SP:Iteration 19Q (7225.950000 sec): 3 clusters
  Score: Raw -350965.381136 + Penalty 2584.371199 = -348381.009937
  nChanged 26
		SP:Iteration 20F (7226.180000 sec): 3 clusters
  Score: Raw -350976.350192 + Penalty 2584.371199 = -348391.978993
  nChanged 25
		SP:Iteration 21Q (7226.360000 sec): 3 clusters
  Score: Raw -350986.176723 + Penalty 2584.371199 = -348401.805524
  nChanged 16
		SP:Iteration 22Q (7226.500000 sec): 3 clusters
  Score: Raw -350991.683224 + Penalty 2584.371199 = -348407.312025
  nChanged 18
		SP:Iteration 23Q (7226.660000 sec): 3 clusters
  Score: Raw -350999.163495 + Penalty 2584.371199 = -348414.792296
  nChanged 16
		SP:Iteration 24Q (7226.870000 sec): 3 clusters
  Score: Raw -351005.433090 + Penalty 2584.371199 = -348421.061891
  nChanged 17
		SP:Iteration 25Q (7227.030000 sec): 3 clusters
  Score: Raw -351011.629653 + Penalty 2584.371199 = -348427.258454
  nChanged 16
		SP:Iteration 26Q (7227.180000 sec): 3 clusters
  Score: Raw -351017.462539 + Penalty 2584.371199 = -348433.091340
  nChanged 14
		SP:Iteration 27Q (7227.340000 sec): 3 clusters
  Score: Raw -351023.805017 + Penalty 2584.371199 = -348439.433818
  nChanged 13
		SP:Iteration 28Q (7227.500000 sec): 3 clusters
  Score: Raw -351027.976880 + Penalty 2584.371199 = -348443.605680
  nChanged 10
		SP:Iteration 29Q (7227.650000 sec): 3 clusters
  Score: Raw -351031.965822 + Penalty 2584.371199 = -348447.594623
  nChanged 6
		SP:Iteration 30Q (7227.780000 sec): 3 clusters
  Score: Raw -351034.971260 + Penalty 2584.371199 = -348450.600061
  nChanged 11
		SP:Iteration 31Q (7227.920000 sec): 3 clusters
  Score: Raw -351039.742813 + Penalty 2584.371199 = -348455.371614
  nChanged 10
		SP:Iteration 32Q (7228.060000 sec): 3 clusters
  Score: Raw -351042.295115 + Penalty 2584.371199 = -348457.923916
  nChanged 12
		SP:Iteration 33Q (7228.200000 sec): 3 clusters
  Score: Raw -351047.980241 + Penalty 2584.371199 = -348463.609042
  nChanged 17
		SP:Iteration 34Q (7228.380000 sec): 3 clusters
  Score: Raw -351055.247996 + Penalty 2584.371199 = -348470.876797
  nChanged 19
		SP:Iteration 35Q (7228.560000 sec): 3 clusters
  Score: Raw -351065.139240 + Penalty 2584.371199 = -348480.768041
  nChanged 20
		SP:Iteration 36Q (7228.710000 sec): 3 clusters
  Score: Raw -351073.690847 + Penalty 2584.371199 = -348489.319648
  nChanged 20
		SP:Iteration 37Q (7228.850000 sec): 3 clusters
  Score: Raw -351083.791418 + Penalty 2584.371199 = -348499.420219
  nChanged 14
		SP:Iteration 38Q (7228.990000 sec): 3 clusters
  Score: Raw -351088.892707 + Penalty 2584.371199 = -348504.521508
  nChanged 7
		SP:Iteration 39Q (7229.120000 sec): 3 clusters
  Score: Raw -351091.851220 + Penalty 2584.371199 = -348507.480021
  nChanged 8
		SP:Iteration 40F (7229.300000 sec): 3 clusters
  Score: Raw -351096.132328 + Penalty 2584.371199 = -348511.761129
  nChanged 8
		SP:Iteration 41Q (7229.510000 sec): 3 clusters
  Score: Raw -351100.344463 + Penalty 2584.371199 = -348515.973264
  nChanged 8
		SP:Iteration 42Q (7229.710000 sec): 3 clusters
  Score: Raw -351104.081629 + Penalty 2584.371199 = -348519.710430
  nChanged 8
		SP:Iteration 43Q (7229.880000 sec): 3 clusters
  Score: Raw -351107.496703 + Penalty 2584.371199 = -348523.125504
  nChanged 1
		SP:Iteration 44Q (7230.090000 sec): 3 clusters
  Score: Raw -351107.951762 + Penalty 2584.371199 = -348523.580563
  nChanged 2
		SP:Iteration 45Q (7230.280000 sec): 3 clusters
  Score: Raw -351109.115396 + Penalty 2584.371199 = -348524.744197
  nChanged 2
		SP:Iteration 46Q (7230.440000 sec): 3 clusters
  Score: Raw -351109.868502 + Penalty 2584.371199 = -348525.497303
  nChanged 1
		SP:Iteration 47Q (7230.620000 sec): 3 clusters
  Score: Raw -351110.283788 + Penalty 2584.371199 = -348525.912589
  nChanged 2
		SP:Iteration 48Q (7230.810000 sec): 3 clusters
  Score: Raw -351111.305079 + Penalty 2584.371199 = -348526.933880
  nChanged 3
		SP:Iteration 49Q (7231.000000 sec): 3 clusters
  Score: Raw -351112.429784 + Penalty 2584.371199 = -348528.058585
  nChanged 0
		SP:Iteration 50F (7231.150000 sec): 3 clusters
  Score: Raw -351112.429784 + Penalty 2584.371199 = -348528.058585
  nChanged 0
Deleting Class 46 (240 points): Lose 2183.332142 but Gain 2224.536093
Iteration 99Q (7316.820000 sec): 56 clusters
  Score: Raw -104676336.507006 + Penalty 122349.485130 = -104553987.021876
  nChanged 1886
Iteration 100F (7441.500000 sec): 56 clusters
  Score: Raw -104678972.729093 + Penalty 122349.485130 = -104556623.243963
  nChanged 1769
Iteration 101Q (7528.980000 sec): 56 clusters
  Score: Raw -104680022.879776 + Penalty 122349.485130 = -104557673.394646
  nChanged 1118
Iteration 102Q (7618.260000 sec): 56 clusters
  Score: Raw -104680450.880898 + Penalty 122349.485130 = -104558101.395767
  nChanged 931
Iteration 103Q (7699.150000 sec): 56 clusters
  Score: Raw -104680726.955038 + Penalty 122349.485130 = -104558377.469908
  nChanged 823
Iteration 104Q (7777.000000 sec): 56 clusters
  Score: Raw -104680992.497388 + Penalty 122349.485130 = -104558643.012258
  nChanged 733
Iteration 105Q (7865.890000 sec): 56 clusters
  Score: Raw -104681499.850793 + Penalty 122349.485130 = -104559150.365663
  nChanged 676
Iteration 106Q (7952.170000 sec): 56 clusters
  Score: Raw -104681618.868617 + Penalty 122349.485130 = -104559269.383487
  nChanged 579
Iteration 107Q (8040.780000 sec): 56 clusters
  Score: Raw -104681689.477062 + Penalty 122349.485130 = -104559339.991932
  nChanged 509
Iteration 108Q (8126.290000 sec): 56 clusters
  Score: Raw -104681740.440063 + Penalty 122349.485130 = -104559390.954932
  nChanged 448
Iteration 109Q (8215.610000 sec): 56 clusters
  Score: Raw -104681793.807219 + Penalty 122349.485130 = -104559444.322089
  nChanged 393
Iteration 110Q (8299.670000 sec): 56 clusters
  Score: Raw -104681832.453620 + Penalty 122349.485130 = -104559482.968490
  nChanged 379
Iteration 111Q (8388.680000 sec): 56 clusters
  Score: Raw -104681861.635837 + Penalty 122349.485130 = -104559512.150707
  nChanged 371
Iteration 112Q (8477.580000 sec): 56 clusters
  Score: Raw -104681893.369683 + Penalty 122349.485130 = -104559543.884553
  nChanged 357
Iteration 113Q (8564.210000 sec): 56 clusters
  Score: Raw -104681921.145132 + Penalty 122349.485130 = -104559571.660002
  nChanged 335
Iteration 114Q (8650.040000 sec): 56 clusters
  Score: Raw -104681940.354855 + Penalty 122349.485130 = -104559590.869725
  nChanged 302
Iteration 115Q (8739.650000 sec): 56 clusters
  Score: Raw -104681954.664325 + Penalty 122349.485130 = -104559605.179195
  nChanged 294
Iteration 116Q (8833.300000 sec): 56 clusters
  Score: Raw -104681970.577523 + Penalty 122349.485130 = -104559621.092393
  nChanged 273
Iteration 117Q (8928.120000 sec): 56 clusters
  Score: Raw -104681988.086725 + Penalty 122349.485130 = -104559638.601595
  nChanged 244
Iteration 118Q (9025.160000 sec): 56 clusters
  Score: Raw -104682006.997972 + Penalty 122349.485130 = -104559657.512842
  nChanged 238
Iteration 119Q (9120.510000 sec): 56 clusters
  Score: Raw -104682024.979680 + Penalty 122349.485130 = -104559675.494550
  nChanged 225
Iteration 120F (9238.850000 sec): 56 clusters
  Score: Raw -104682314.582108 + Penalty 122349.485130 = -104559965.096978
  nChanged 260
Iteration 121Q (9314.680000 sec): 56 clusters
  Score: Raw -104682511.662633 + Penalty 122349.485130 = -104560162.177503
  nChanged 248
Iteration 122Q (9388.640000 sec): 56 clusters
  Score: Raw -104682597.412097 + Penalty 122349.485130 = -104560247.926967
  nChanged 243
Iteration 123Q (9462.460000 sec): 56 clusters
  Score: Raw -104682716.191981 + Penalty 122349.485130 = -104560366.706851
  nChanged 246
Iteration 124Q (9537.940000 sec): 56 clusters
  Score: Raw -104682784.309363 + Penalty 122349.485130 = -104560434.824233
  nChanged 221
Iteration 125Q (9626.460000 sec): 56 clusters
  Score: Raw -104682821.008274 + Penalty 122349.485130 = -104560471.523144
  nChanged 207
Iteration 126Q (9711.070000 sec): 56 clusters
  Score: Raw -104682877.288471 + Penalty 122349.485130 = -104560527.803341
  nChanged 227
Iteration 127Q (9797.980000 sec): 56 clusters
  Score: Raw -104682913.831460 + Penalty 122349.485130 = -104560564.346330
  nChanged 204
Iteration 128Q (9884.930000 sec): 56 clusters
  Score: Raw -104682934.301358 + Penalty 122349.485130 = -104560584.816228
  nChanged 217
Iteration 129Q (9972.060000 sec): 56 clusters
  Score: Raw -104682947.982184 + Penalty 122349.485130 = -104560598.497054
  nChanged 185
Iteration 130Q (10052.060000 sec): 56 clusters
  Score: Raw -104682956.588230 + Penalty 122349.485130 = -104560607.103100
  nChanged 180
Iteration 131Q (10140.150000 sec): 56 clusters
  Score: Raw -104682966.825531 + Penalty 122349.485130 = -104560617.340401
  nChanged 195
Iteration 132Q (10233.010000 sec): 56 clusters
  Score: Raw -104682977.108644 + Penalty 122349.485130 = -104560627.623514
  nChanged 174
Iteration 133Q (10321.840000 sec): 56 clusters
  Score: Raw -104682985.416976 + Penalty 122349.485130 = -104560635.931846
  nChanged 168
Iteration 134Q (10413.410000 sec): 56 clusters
  Score: Raw -104682990.168759 + Penalty 122349.485130 = -104560640.683629
  nChanged 143
Iteration 135Q (10499.910000 sec): 56 clusters
  Score: Raw -104682994.202659 + Penalty 122349.485130 = -104560644.717529
  nChanged 137
Iteration 136Q (10590.440000 sec): 56 clusters
  Score: Raw -104682998.585548 + Penalty 122349.485130 = -104560649.100418
  nChanged 119
Iteration 137Q (10675.010000 sec): 56 clusters
  Score: Raw -104683001.656139 + Penalty 122349.485130 = -104560652.171009
  nChanged 111
Iteration 138Q (10752.780000 sec): 56 clusters
  Score: Raw -104683004.168414 + Penalty 122349.485130 = -104560654.683283
  nChanged 101
Writing temp clu file 
Because OldScore, -104560652.171009, is greater than current (better) Score,-104560654.683283 
 Compute initial score before splitting:   Score: Raw -104683004.168414 + Penalty 122349.485130 = -104560654.683283
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 1 (11378 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (10753.200000 sec): 2 clusters
  Score: Raw -1352236.763437 + Penalty 1517.658504 = -1350719.104934
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (10753.450000 sec): 3 clusters
  Score: Raw -1345681.945787 + Penalty 3035.317007 = -1342646.628780
  nChanged 4973
		SP:Iteration 1F (10753.640000 sec): 3 clusters
  Score: Raw -1348382.890751 + Penalty 3035.317007 = -1345347.573743
  nChanged 641
		SP:Iteration 2F (10753.820000 sec): 3 clusters
  Score: Raw -1348687.294054 + Penalty 3035.317007 = -1345651.977047
  nChanged 634
		SP:Iteration 3F (10754.110000 sec): 3 clusters
  Score: Raw -1349007.182286 + Penalty 3035.317007 = -1345971.865279
  nChanged 618
		SP:Iteration 4F (10754.420000 sec): 3 clusters
  Score: Raw -1349325.262969 + Penalty 3035.317007 = -1346289.945962
  nChanged 618
		SP:Iteration 5F (10754.610000 sec): 3 clusters
  Score: Raw -1349677.569476 + Penalty 3035.317007 = -1346642.252469
  nChanged 595
		SP:Iteration 6F (10754.860000 sec): 3 clusters
  Score: Raw -1349996.528601 + Penalty 3035.317007 = -1346961.211594
  nChanged 610
		SP:Iteration 7F (10755.160000 sec): 3 clusters
  Score: Raw -1350343.328131 + Penalty 3035.317007 = -1347308.011124
  nChanged 563
		SP:Iteration 8Q (10755.410000 sec): 3 clusters
  Score: Raw -1350645.073451 + Penalty 3035.317007 = -1347609.756443
  nChanged 465
		SP:Iteration 9Q (10755.580000 sec): 3 clusters
  Score: Raw -1350908.505785 + Penalty 3035.317007 = -1347873.188778
  nChanged 426
		SP:Iteration 10Q (10755.790000 sec): 3 clusters
  Score: Raw -1351148.954292 + Penalty 3035.317007 = -1348113.637285
  nChanged 334
		SP:Iteration 11Q (10756.090000 sec): 3 clusters
  Score: Raw -1351358.290794 + Penalty 3035.317007 = -1348322.973787
  nChanged 257
		SP:Iteration 12Q (10756.280000 sec): 3 clusters
  Score: Raw -1351503.188623 + Penalty 3035.317007 = -1348467.871616
  nChanged 201
		SP:Iteration 13Q (10756.540000 sec): 3 clusters
  Score: Raw -1351592.327437 + Penalty 3035.317007 = -1348557.010429
  nChanged 164
		SP:Iteration 14Q (10756.760000 sec): 3 clusters
  Score: Raw -1351656.860436 + Penalty 3035.317007 = -1348621.543429
  nChanged 137
		SP:Iteration 15Q (10757.030000 sec): 3 clusters
  Score: Raw -1351703.341940 + Penalty 3035.317007 = -1348668.024933
  nChanged 101
		SP:Iteration 16Q (10757.280000 sec): 3 clusters
  Score: Raw -1351735.379623 + Penalty 3035.317007 = -1348700.062615
  nChanged 92
		SP:Iteration 17Q (10757.500000 sec): 3 clusters
  Score: Raw -1351761.065945 + Penalty 3035.317007 = -1348725.748938
  nChanged 88
		SP:Iteration 18Q (10757.740000 sec): 3 clusters
  Score: Raw -1351785.507511 + Penalty 3035.317007 = -1348750.190504
  nChanged 73
		SP:Iteration 19Q (10757.990000 sec): 3 clusters
  Score: Raw -1351809.599340 + Penalty 3035.317007 = -1348774.282332
  nChanged 89
		SP:Iteration 20F (10758.280000 sec): 3 clusters
  Score: Raw -1351842.042105 + Penalty 3035.317007 = -1348806.725098
  nChanged 98
		SP:Iteration 21Q (10758.500000 sec): 3 clusters
  Score: Raw -1351879.089344 + Penalty 3035.317007 = -1348843.772336
  nChanged 86
		SP:Iteration 22Q (10758.740000 sec): 3 clusters
  Score: Raw -1351910.087978 + Penalty 3035.317007 = -1348874.770971
  nChanged 88
		SP:Iteration 23Q (10759.040000 sec): 3 clusters
  Score: Raw -1351938.940058 + Penalty 3035.317007 = -1348903.623050
  nChanged 84
		SP:Iteration 24Q (10759.270000 sec): 3 clusters
  Score: Raw -1351966.427685 + Penalty 3035.317007 = -1348931.110677
  nChanged 81
		SP:Iteration 25Q (10759.510000 sec): 3 clusters
  Score: Raw -1351993.412655 + Penalty 3035.317007 = -1348958.095647
  nChanged 72
		SP:Iteration 26Q (10759.720000 sec): 3 clusters
  Score: Raw -1352020.938738 + Penalty 3035.317007 = -1348985.621731
  nChanged 88
		SP:Iteration 27Q (10759.910000 sec): 3 clusters
  Score: Raw -1352054.854292 + Penalty 3035.317007 = -1349019.537285
  nChanged 78
		SP:Iteration 28Q (10760.240000 sec): 3 clusters
  Score: Raw -1352086.304422 + Penalty 3035.317007 = -1349050.987415
  nChanged 64
		SP:Iteration 29Q (10760.440000 sec): 3 clusters
  Score: Raw -1352111.212883 + Penalty 3035.317007 = -1349075.895876
  nChanged 72
		SP:Iteration 30Q (10760.630000 sec): 3 clusters
  Score: Raw -1352138.820208 + Penalty 3035.317007 = -1349103.503201
  nChanged 68
		SP:Iteration 31Q (10760.880000 sec): 3 clusters
  Score: Raw -1352166.986171 + Penalty 3035.317007 = -1349131.669164
  nChanged 62
		SP:Iteration 32Q (10761.160000 sec): 3 clusters
  Score: Raw -1352192.766791 + Penalty 3035.317007 = -1349157.449784
  nChanged 56
		SP:Iteration 33Q (10761.380000 sec): 3 clusters
  Score: Raw -1352214.961677 + Penalty 3035.317007 = -1349179.644670
  nChanged 55
		SP:Iteration 34Q (10761.620000 sec): 3 clusters
  Score: Raw -1352240.420254 + Penalty 3035.317007 = -1349205.103247
  nChanged 71
		SP:Iteration 35Q (10761.880000 sec): 3 clusters
  Score: Raw -1352275.283162 + Penalty 3035.317007 = -1349239.966155
  nChanged 66
		SP:Iteration 36Q (10762.120000 sec): 3 clusters
  Score: Raw -1352309.208996 + Penalty 3035.317007 = -1349273.891988
  nChanged 64
		SP:Iteration 37Q (10762.360000 sec): 3 clusters
  Score: Raw -1352342.957771 + Penalty 3035.317007 = -1349307.640764
  nChanged 56
		SP:Iteration 38Q (10762.660000 sec): 3 clusters
  Score: Raw -1352373.364146 + Penalty 3035.317007 = -1349338.047139
  nChanged 48
		SP:Iteration 39Q (10762.940000 sec): 3 clusters
  Score: Raw -1352403.628439 + Penalty 3035.317007 = -1349368.311432
  nChanged 57
		SP:Iteration 40F (10763.200000 sec): 3 clusters
  Score: Raw -1352437.815760 + Penalty 3035.317007 = -1349402.498753
  nChanged 52
		SP:Iteration 41Q (10763.510000 sec): 3 clusters
  Score: Raw -1352469.356670 + Penalty 3035.317007 = -1349434.039663
  nChanged 43
		SP:Iteration 42Q (10763.720000 sec): 3 clusters
  Score: Raw -1352494.928073 + Penalty 3035.317007 = -1349459.611066
  nChanged 35
		SP:Iteration 43Q (10763.970000 sec): 3 clusters
  Score: Raw -1352518.293084 + Penalty 3035.317007 = -1349482.976077
  nChanged 32
		SP:Iteration 44Q (10764.200000 sec): 3 clusters
  Score: Raw -1352549.410021 + Penalty 3035.317007 = -1349514.093014
  nChanged 38
		SP:Iteration 45Q (10764.450000 sec): 3 clusters
  Score: Raw -1352589.698793 + Penalty 3035.317007 = -1349554.381786
  nChanged 39
		SP:Iteration 46Q (10764.660000 sec): 3 clusters
  Score: Raw -1352631.166531 + Penalty 3035.317007 = -1349595.849524
  nChanged 31
		SP:Iteration 47Q (10764.900000 sec): 3 clusters
  Score: Raw -1352664.303829 + Penalty 3035.317007 = -1349628.986822
  nChanged 28
		SP:Iteration 48Q (10765.210000 sec): 3 clusters
  Score: Raw -1352690.969241 + Penalty 3035.317007 = -1349655.652234
  nChanged 31
		SP:Iteration 49Q (10765.450000 sec): 3 clusters
  Score: Raw -1352722.633538 + Penalty 3035.317007 = -1349687.316531
  nChanged 30
		SP:Iteration 50Q (10765.730000 sec): 3 clusters
  Score: Raw -1352747.812361 + Penalty 3035.317007 = -1349712.495354
  nChanged 21
		SP:Iteration 51Q (10765.960000 sec): 3 clusters
  Score: Raw -1352760.688724 + Penalty 3035.317007 = -1349725.371717
  nChanged 14
		SP:Iteration 52Q (10766.150000 sec): 3 clusters
  Score: Raw -1352768.669895 + Penalty 3035.317007 = -1349733.352887
  nChanged 13
		SP:Iteration 53Q (10766.390000 sec): 3 clusters
  Score: Raw -1352776.455871 + Penalty 3035.317007 = -1349741.138864
  nChanged 12
		SP:Iteration 54Q (10766.610000 sec): 3 clusters
  Score: Raw -1352784.209232 + Penalty 3035.317007 = -1349748.892225
  nChanged 11
		SP:Iteration 55Q (10766.850000 sec): 3 clusters
  Score: Raw -1352791.958965 + Penalty 3035.317007 = -1349756.641957
  nChanged 9
		SP:Iteration 56Q (10767.070000 sec): 3 clusters
  Score: Raw -1352796.345402 + Penalty 3035.317007 = -1349761.028395
  nChanged 9
		SP:Iteration 57Q (10767.310000 sec): 3 clusters
  Score: Raw -1352800.771078 + Penalty 3035.317007 = -1349765.454071
  nChanged 6
		SP:Iteration 58Q (10767.590000 sec): 3 clusters
  Score: Raw -1352803.610860 + Penalty 3035.317007 = -1349768.293852
  nChanged 5
		SP:Iteration 59Q (10767.810000 sec): 3 clusters
  Score: Raw -1352805.817418 + Penalty 3035.317007 = -1349770.500410
  nChanged 2
		SP:Iteration 60F (10768.010000 sec): 3 clusters
  Score: Raw -1352807.675239 + Penalty 3035.317007 = -1349772.358231
  nChanged 2
		SP:Iteration 61Q (10768.220000 sec): 3 clusters
  Score: Raw -1352808.152796 + Penalty 3035.317007 = -1349772.835789
  nChanged 1
		SP:Iteration 62Q (10768.460000 sec): 3 clusters
  Score: Raw -1352808.637488 + Penalty 3035.317007 = -1349773.320480
  nChanged 4
		SP:Iteration 63Q (10768.770000 sec): 3 clusters
  Score: Raw -1352809.827794 + Penalty 3035.317007 = -1349774.510786
  nChanged 0
		SP:Iteration 64F (10768.960000 sec): 3 clusters
  Score: Raw -1352809.827794 + Penalty 3035.317007 = -1349774.510786
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 2 (34499 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (10769.230000 sec): 2 clusters
  Score: Raw -4338028.258230 + Penalty 1697.911413 = -4336330.346817
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (10769.650000 sec): 3 clusters
  Score: Raw -4316468.888489 + Penalty 3395.822826 = -4313073.065663
  nChanged 16056
		SP:Iteration 1F (10770.060000 sec): 3 clusters
  Score: Raw -4325468.007947 + Penalty 3395.822826 = -4322072.185122
  nChanged 1783
		SP:Iteration 2F (10770.420000 sec): 3 clusters
  Score: Raw -4326252.281505 + Penalty 3395.822826 = -4322856.458680
  nChanged 2032
		SP:Iteration 3F (10770.800000 sec): 3 clusters
  Score: Raw -4327447.204078 + Penalty 3395.822826 = -4324051.381253
  nChanged 2274
		SP:Iteration 4F (10771.200000 sec): 3 clusters
  Score: Raw -4328830.790302 + Penalty 3395.822826 = -4325434.967476
  nChanged 2296
		SP:Iteration 5F (10771.560000 sec): 3 clusters
  Score: Raw -4330124.922468 + Penalty 3395.822826 = -4326729.099643
  nChanged 2015
		SP:Iteration 6F (10771.940000 sec): 3 clusters
  Score: Raw -4331106.514575 + Penalty 3395.822826 = -4327710.691750
  nChanged 1723
		SP:Iteration 7Q (10772.340000 sec): 3 clusters
  Score: Raw -4331836.695670 + Penalty 3395.822826 = -4328440.872845
  nChanged 1445
		SP:Iteration 8Q (10772.780000 sec): 3 clusters
  Score: Raw -4332416.106213 + Penalty 3395.822826 = -4329020.283387
  nChanged 1221
		SP:Iteration 9Q (10773.170000 sec): 3 clusters
  Score: Raw -4332881.020915 + Penalty 3395.822826 = -4329485.198089
  nChanged 1045
		SP:Iteration 10Q (10773.560000 sec): 3 clusters
  Score: Raw -4333280.052067 + Penalty 3395.822826 = -4329884.229241
  nChanged 1011
		SP:Iteration 11Q (10773.970000 sec): 3 clusters
  Score: Raw -4333686.093479 + Penalty 3395.822826 = -4330290.270653
  nChanged 964
		SP:Iteration 12Q (10774.350000 sec): 3 clusters
  Score: Raw -4334102.979672 + Penalty 3395.822826 = -4330707.156847
  nChanged 877
		SP:Iteration 13Q (10774.800000 sec): 3 clusters
  Score: Raw -4334507.625958 + Penalty 3395.822826 = -4331111.803133
  nChanged 844
		SP:Iteration 14Q (10775.180000 sec): 3 clusters
  Score: Raw -4334908.728740 + Penalty 3395.822826 = -4331512.905914
  nChanged 812
		SP:Iteration 15Q (10775.560000 sec): 3 clusters
  Score: Raw -4335343.374972 + Penalty 3395.822826 = -4331947.552146
  nChanged 765
		SP:Iteration 16Q (10775.900000 sec): 3 clusters
  Score: Raw -4335774.844086 + Penalty 3395.822826 = -4332379.021260
  nChanged 651
		SP:Iteration 17Q (10776.240000 sec): 3 clusters
  Score: Raw -4336173.721308 + Penalty 3395.822826 = -4332777.898482
  nChanged 579
		SP:Iteration 18Q (10776.620000 sec): 3 clusters
  Score: Raw -4336549.562925 + Penalty 3395.822826 = -4333153.740099
  nChanged 493
		SP:Iteration 19Q (10777.010000 sec): 3 clusters
  Score: Raw -4336874.162871 + Penalty 3395.822826 = -4333478.340046
  nChanged 446
		SP:Iteration 20F (10777.410000 sec): 3 clusters
  Score: Raw -4337206.007947 + Penalty 3395.822826 = -4333810.185122
  nChanged 412
		SP:Iteration 21Q (10777.840000 sec): 3 clusters
  Score: Raw -4337559.646226 + Penalty 3395.822826 = -4334163.823401
  nChanged 366
		SP:Iteration 22Q (10778.160000 sec): 3 clusters
  Score: Raw -4337942.435492 + Penalty 3395.822826 = -4334546.612667
  nChanged 388
		SP:Iteration 23Q (10778.520000 sec): 3 clusters
  Score: Raw -4338306.630401 + Penalty 3395.822826 = -4334910.807575
  nChanged 372
		SP:Iteration 24Q (10778.860000 sec): 3 clusters
  Score: Raw -4338607.953491 + Penalty 3395.822826 = -4335212.130666
  nChanged 329
		SP:Iteration 25Q (10779.220000 sec): 3 clusters
  Score: Raw -4338870.851801 + Penalty 3395.822826 = -4335475.028975
  nChanged 273
		SP:Iteration 26Q (10779.640000 sec): 3 clusters
  Score: Raw -4339040.780939 + Penalty 3395.822826 = -4335644.958113
  nChanged 182
		SP:Iteration 27Q (10780.080000 sec): 3 clusters
  Score: Raw -4339142.162742 + Penalty 3395.822826 = -4335746.339916
  nChanged 151
		SP:Iteration 28Q (10780.490000 sec): 3 clusters
  Score: Raw -4339232.437814 + Penalty 3395.822826 = -4335836.614989
  nChanged 156
		SP:Iteration 29Q (10780.820000 sec): 3 clusters
  Score: Raw -4339320.039993 + Penalty 3395.822826 = -4335924.217167
  nChanged 111
		SP:Iteration 30Q (10781.250000 sec): 3 clusters
  Score: Raw -4339368.481744 + Penalty 3395.822826 = -4335972.658918
  nChanged 93
		SP:Iteration 31Q (10781.590000 sec): 3 clusters
  Score: Raw -4339399.088956 + Penalty 3395.822826 = -4336003.266130
  nChanged 70
		SP:Iteration 32Q (10781.990000 sec): 3 clusters
  Score: Raw -4339417.800873 + Penalty 3395.822826 = -4336021.978048
  nChanged 49
		SP:Iteration 33Q (10782.360000 sec): 3 clusters
  Score: Raw -4339426.870103 + Penalty 3395.822826 = -4336031.047277
  nChanged 31
		SP:Iteration 34Q (10782.730000 sec): 3 clusters
  Score: Raw -4339432.173614 + Penalty 3395.822826 = -4336036.350788
  nChanged 29
		SP:Iteration 35Q (10783.090000 sec): 3 clusters
  Score: Raw -4339435.579961 + Penalty 3395.822826 = -4336039.757135
  nChanged 22
		SP:Iteration 36Q (10783.450000 sec): 3 clusters
  Score: Raw -4339437.855591 + Penalty 3395.822826 = -4336042.032765
  nChanged 13
		SP:Iteration 37Q (10783.860000 sec): 3 clusters
  Score: Raw -4339439.599375 + Penalty 3395.822826 = -4336043.776550
  nChanged 8
		SP:Iteration 38Q (10784.200000 sec): 3 clusters
  Score: Raw -4339440.405013 + Penalty 3395.822826 = -4336044.582187
  nChanged 9
		SP:Iteration 39Q (10784.550000 sec): 3 clusters
  Score: Raw -4339441.390730 + Penalty 3395.822826 = -4336045.567905
  nChanged 10
		SP:Iteration 40F (10784.960000 sec): 3 clusters
  Score: Raw -4339442.461983 + Penalty 3395.822826 = -4336046.639158
  nChanged 6
		SP:Iteration 41Q (10785.280000 sec): 3 clusters
  Score: Raw -4339443.229894 + Penalty 3395.822826 = -4336047.407069
  nChanged 10
		SP:Iteration 42Q (10785.610000 sec): 3 clusters
  Score: Raw -4339444.496085 + Penalty 3395.822826 = -4336048.673260
  nChanged 9
		SP:Iteration 43Q (10785.950000 sec): 3 clusters
  Score: Raw -4339445.495959 + Penalty 3395.822826 = -4336049.673133
  nChanged 4
		SP:Iteration 44Q (10786.340000 sec): 3 clusters
  Score: Raw -4339445.846249 + Penalty 3395.822826 = -4336050.023424
  nChanged 1
		SP:Iteration 45Q (10786.700000 sec): 3 clusters
  Score: Raw -4339445.983183 + Penalty 3395.822826 = -4336050.160358
  nChanged 1
		SP:Iteration 46Q (10787.040000 sec): 3 clusters
  Score: Raw -4339446.128469 + Penalty 3395.822826 = -4336050.305644
  nChanged 0
		SP:Iteration 47F (10787.480000 sec): 3 clusters
  Score: Raw -4339446.128469 + Penalty 3395.822826 = -4336050.305644
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 3 (627 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (10787.540000 sec): 2 clusters
  Score: Raw -50737.053272 + Penalty 1046.653813 = -49690.399459
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (10787.740000 sec): 3 clusters
  Score: Raw -50703.340360 + Penalty 2093.307626 = -48610.032734
  nChanged 188
		SP:Iteration 1F (10787.840000 sec): 3 clusters
  Score: Raw -51295.997455 + Penalty 2093.307626 = -49202.689829
  nChanged 73
		SP:Iteration 2F (10788.030000 sec): 3 clusters
  Score: Raw -51679.633471 + Penalty 2093.307626 = -49586.325846
  nChanged 32
		SP:Iteration 3F (10788.210000 sec): 3 clusters
  Score: Raw -51837.583617 + Penalty 2093.307626 = -49744.275991
  nChanged 22
		SP:Iteration 4Q (10788.340000 sec): 3 clusters
  Score: Raw -51919.467601 + Penalty 2093.307626 = -49826.159975
  nChanged 13
		SP:Iteration 5Q (10788.520000 sec): 3 clusters
  Score: Raw -51997.062011 + Penalty 2093.307626 = -49903.754385
  nChanged 15
		SP:Iteration 6Q (10788.700000 sec): 3 clusters
  Score: Raw -52061.344139 + Penalty 2093.307626 = -49968.036514
  nChanged 12
		SP:Iteration 7Q (10788.870000 sec): 3 clusters
  Score: Raw -52099.911270 + Penalty 2093.307626 = -50006.603645
  nChanged 8
		SP:Iteration 8Q (10789.050000 sec): 3 clusters
  Score: Raw -52117.747420 + Penalty 2093.307626 = -50024.439795
  nChanged 4
		SP:Iteration 9Q (10789.180000 sec): 3 clusters
  Score: Raw -52128.626738 + Penalty 2093.307626 = -50035.319112
  nChanged 1
		SP:Iteration 10Q (10789.340000 sec): 3 clusters
  Score: Raw -52129.272073 + Penalty 2093.307626 = -50035.964447
  nChanged 1
		SP:Iteration 11Q (10789.550000 sec): 3 clusters
  Score: Raw -52135.624271 + Penalty 2093.307626 = -50042.316645
  nChanged 1
		SP:Iteration 12Q (10789.680000 sec): 3 clusters
  Score: Raw -52137.562306 + Penalty 2093.307626 = -50044.254680
  nChanged 0
		SP:Iteration 13F (10789.850000 sec): 3 clusters
  Score: Raw -52141.324135 + Penalty 2093.307626 = -50048.016509
  nChanged 2
		SP:Iteration 14Q (10789.990000 sec): 3 clusters
  Score: Raw -52175.654616 + Penalty 2093.307626 = -50082.346990
  nChanged 6
		SP:Iteration 15Q (10790.130000 sec): 3 clusters
  Score: Raw -52195.614416 + Penalty 2093.307626 = -50102.306790
  nChanged 2
		SP:Iteration 16Q (10790.270000 sec): 3 clusters
  Score: Raw -52209.624368 + Penalty 2093.307626 = -50116.316742
  nChanged 1
		SP:Iteration 17Q (10790.450000 sec): 3 clusters
  Score: Raw -52211.549028 + Penalty 2093.307626 = -50118.241403
  nChanged 2
		SP:Iteration 18Q (10790.580000 sec): 3 clusters
  Score: Raw -52212.487667 + Penalty 2093.307626 = -50119.180042
  nChanged 1
		SP:Iteration 19Q (10790.710000 sec): 3 clusters
  Score: Raw -52213.088715 + Penalty 2093.307626 = -50119.781090
  nChanged 0
		SP:Iteration 20F (10790.840000 sec): 3 clusters
  Score: Raw -52217.924577 + Penalty 2093.307626 = -50124.616951
  nChanged 1
		SP:Iteration 21Q (10790.980000 sec): 3 clusters
  Score: Raw -52221.490699 + Penalty 2093.307626 = -50128.183073
  nChanged 1
		SP:Iteration 22Q (10791.120000 sec): 3 clusters
  Score: Raw -52221.856442 + Penalty 2093.307626 = -50128.548816
  nChanged 0
		SP:Iteration 23F (10791.250000 sec): 3 clusters
  Score: Raw -52221.856442 + Penalty 2093.307626 = -50128.548816
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 46.
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 4 (1481 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (10791.370000 sec): 2 clusters
  Score: Raw -166122.128165 + Penalty 1186.326832 = -164935.801333
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (10791.520000 sec): 3 clusters
  Score: Raw -165563.330843 + Penalty 2372.653665 = -163190.677178
  nChanged 476
		SP:Iteration 1F (10791.650000 sec): 3 clusters
  Score: Raw -165925.982150 + Penalty 2372.653665 = -163553.328485
  nChanged 115
		SP:Iteration 2F (10791.800000 sec): 3 clusters
  Score: Raw -166069.371351 + Penalty 2372.653665 = -163696.717686
  nChanged 99
		SP:Iteration 3F (10791.950000 sec): 3 clusters
  Score: Raw -166212.754491 + Penalty 2372.653665 = -163840.100826
  nChanged 86
		SP:Iteration 4F (10792.100000 sec): 3 clusters
  Score: Raw -166319.122105 + Penalty 2372.653665 = -163946.468441
  nChanged 71
		SP:Iteration 5Q (10792.250000 sec): 3 clusters
  Score: Raw -166401.659041 + Penalty 2372.653665 = -164029.005376
  nChanged 65
		SP:Iteration 6Q (10792.420000 sec): 3 clusters
  Score: Raw -166480.413488 + Penalty 2372.653665 = -164107.759823
  nChanged 52
		SP:Iteration 7Q (10792.590000 sec): 3 clusters
  Score: Raw -166565.457773 + Penalty 2372.653665 = -164192.804108
  nChanged 60
		SP:Iteration 8Q (10792.780000 sec): 3 clusters
  Score: Raw -166672.823608 + Penalty 2372.653665 = -164300.169943
  nChanged 65
		SP:Iteration 9Q (10792.900000 sec): 3 clusters
  Score: Raw -166774.479484 + Penalty 2372.653665 = -164401.825819
  nChanged 48
		SP:Iteration 10Q (10793.070000 sec): 3 clusters
  Score: Raw -166867.757352 + Penalty 2372.653665 = -164495.103688
  nChanged 33
		SP:Iteration 11Q (10793.260000 sec): 3 clusters
  Score: Raw -166916.159359 + Penalty 2372.653665 = -164543.505694
  nChanged 20
		SP:Iteration 12Q (10793.390000 sec): 3 clusters
  Score: Raw -166942.253074 + Penalty 2372.653665 = -164569.599409
  nChanged 20
		SP:Iteration 13Q (10793.550000 sec): 3 clusters
  Score: Raw -166965.271879 + Penalty 2372.653665 = -164592.618215
  nChanged 13
		SP:Iteration 14Q (10793.750000 sec): 3 clusters
  Score: Raw -166973.665445 + Penalty 2372.653665 = -164601.011781
  nChanged 13
		SP:Iteration 15Q (10793.960000 sec): 3 clusters
  Score: Raw -166981.363167 + Penalty 2372.653665 = -164608.709502
  nChanged 10
		SP:Iteration 16Q (10794.160000 sec): 3 clusters
  Score: Raw -166992.959145 + Penalty 2372.653665 = -164620.305481
  nChanged 6
		SP:Iteration 17Q (10794.320000 sec): 3 clusters
  Score: Raw -166996.762632 + Penalty 2372.653665 = -164624.108968
  nChanged 4
		SP:Iteration 18Q (10794.440000 sec): 3 clusters
  Score: Raw -166999.118792 + Penalty 2372.653665 = -164626.465128
  nChanged 5
		SP:Iteration 19Q (10794.590000 sec): 3 clusters
  Score: Raw -167001.423036 + Penalty 2372.653665 = -164628.769371
  nChanged 3
		SP:Iteration 20F (10794.750000 sec): 3 clusters
  Score: Raw -167014.914210 + Penalty 2372.653665 = -164642.260545
  nChanged 4
		SP:Iteration 21Q (10794.940000 sec): 3 clusters
  Score: Raw -167027.741672 + Penalty 2372.653665 = -164655.088008
  nChanged 10
		SP:Iteration 22Q (10795.120000 sec): 3 clusters
  Score: Raw -167039.052167 + Penalty 2372.653665 = -164666.398502
  nChanged 10
		SP:Iteration 23Q (10795.280000 sec): 3 clusters
  Score: Raw -167050.231755 + Penalty 2372.653665 = -164677.578091
  nChanged 8
		SP:Iteration 24Q (10795.420000 sec): 3 clusters
  Score: Raw -167060.061969 + Penalty 2372.653665 = -164687.408305
  nChanged 5
		SP:Iteration 25Q (10795.590000 sec): 3 clusters
  Score: Raw -167063.183883 + Penalty 2372.653665 = -164690.530218
  nChanged 3
		SP:Iteration 26Q (10795.770000 sec): 3 clusters
  Score: Raw -167067.564160 + Penalty 2372.653665 = -164694.910495
  nChanged 5
		SP:Iteration 27Q (10795.950000 sec): 3 clusters
  Score: Raw -167072.319539 + Penalty 2372.653665 = -164699.665874
  nChanged 4
		SP:Iteration 28Q (10796.130000 sec): 3 clusters
  Score: Raw -167073.984175 + Penalty 2372.653665 = -164701.330511
  nChanged 0
		SP:Iteration 29F (10796.300000 sec): 3 clusters
  Score: Raw -167073.984175 + Penalty 2372.653665 = -164701.330511
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 5 (5639 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (10796.430000 sec): 2 clusters
  Score: Raw -681284.597906 + Penalty 1403.587579 = -679881.010327
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (10796.630000 sec): 3 clusters
  Score: Raw -678278.628623 + Penalty 2807.175158 = -675471.453465
  nChanged 2299
		SP:Iteration 1F (10796.830000 sec): 3 clusters
  Score: Raw -679584.558456 + Penalty 2807.175158 = -676777.383298
  nChanged 396
		SP:Iteration 2F (10797.030000 sec): 3 clusters
  Score: Raw -679819.820764 + Penalty 2807.175158 = -677012.645606
  nChanged 321
		SP:Iteration 3F (10797.240000 sec): 3 clusters
  Score: Raw -680017.347840 + Penalty 2807.175158 = -677210.172683
  nChanged 330
		SP:Iteration 4F (10797.450000 sec): 3 clusters
  Score: Raw -680241.792067 + Penalty 2807.175158 = -677434.616909
  nChanged 325
		SP:Iteration 5F (10797.650000 sec): 3 clusters
  Score: Raw -680479.650415 + Penalty 2807.175158 = -677672.475257
  nChanged 322
		SP:Iteration 6F (10797.910000 sec): 3 clusters
  Score: Raw -680731.220899 + Penalty 2807.175158 = -677924.045742
  nChanged 276
		SP:Iteration 7Q (10798.180000 sec): 3 clusters
  Score: Raw -680935.720379 + Penalty 2807.175158 = -678128.545221
  nChanged 223
		SP:Iteration 8Q (10798.380000 sec): 3 clusters
  Score: Raw -681064.321659 + Penalty 2807.175158 = -678257.146502
  nChanged 159
		SP:Iteration 9Q (10798.590000 sec): 3 clusters
  Score: Raw -681166.385702 + Penalty 2807.175158 = -678359.210544
  nChanged 131
		SP:Iteration 10Q (10798.790000 sec): 3 clusters
  Score: Raw -681252.238865 + Penalty 2807.175158 = -678445.063707
  nChanged 126
		SP:Iteration 11Q (10799.030000 sec): 3 clusters
  Score: Raw -681324.639161 + Penalty 2807.175158 = -678517.464004
  nChanged 97
		SP:Iteration 12Q (10799.200000 sec): 3 clusters
  Score: Raw -681374.225128 + Penalty 2807.175158 = -678567.049970
  nChanged 79
		SP:Iteration 13Q (10799.430000 sec): 3 clusters
  Score: Raw -681408.930908 + Penalty 2807.175158 = -678601.755750
  nChanged 61
		SP:Iteration 14Q (10799.670000 sec): 3 clusters
  Score: Raw -681432.397591 + Penalty 2807.175158 = -678625.222433
  nChanged 46
		SP:Iteration 15Q (10799.830000 sec): 3 clusters
  Score: Raw -681450.179289 + Penalty 2807.175158 = -678643.004131
  nChanged 45
		SP:Iteration 16Q (10800.030000 sec): 3 clusters
  Score: Raw -681467.260270 + Penalty 2807.175158 = -678660.085112
  nChanged 28
		SP:Iteration 17Q (10800.250000 sec): 3 clusters
  Score: Raw -681477.812896 + Penalty 2807.175158 = -678670.637738
  nChanged 29
		SP:Iteration 18Q (10800.410000 sec): 3 clusters
  Score: Raw -681487.245217 + Penalty 2807.175158 = -678680.070059
  nChanged 17
		SP:Iteration 19Q (10800.650000 sec): 3 clusters
  Score: Raw -681495.047471 + Penalty 2807.175158 = -678687.872313
  nChanged 19
		SP:Iteration 20F (10800.840000 sec): 3 clusters
  Score: Raw -681502.774148 + Penalty 2807.175158 = -678695.598991
  nChanged 17
		SP:Iteration 21Q (10801.050000 sec): 3 clusters
  Score: Raw -681507.221356 + Penalty 2807.175158 = -678700.046198
  nChanged 14
		SP:Iteration 22Q (10801.280000 sec): 3 clusters
  Score: Raw -681511.748108 + Penalty 2807.175158 = -678704.572950
  nChanged 12
		SP:Iteration 23Q (10801.480000 sec): 3 clusters
  Score: Raw -681514.933482 + Penalty 2807.175158 = -678707.758325
  nChanged 8
		SP:Iteration 24Q (10801.590000 sec): 3 clusters
  Score: Raw -681516.744482 + Penalty 2807.175158 = -678709.569325
  nChanged 8
		SP:Iteration 25Q (10801.800000 sec): 3 clusters
  Score: Raw -681519.892750 + Penalty 2807.175158 = -678712.717593
  nChanged 11
		SP:Iteration 26Q (10802.000000 sec): 3 clusters
  Score: Raw -681523.117384 + Penalty 2807.175158 = -678715.942226
  nChanged 11
		SP:Iteration 27Q (10802.220000 sec): 3 clusters
  Score: Raw -681527.336801 + Penalty 2807.175158 = -678720.161644
  nChanged 12
		SP:Iteration 28Q (10802.430000 sec): 3 clusters
  Score: Raw -681531.099068 + Penalty 2807.175158 = -678723.923910
  nChanged 11
		SP:Iteration 29Q (10802.670000 sec): 3 clusters
  Score: Raw -681536.018081 + Penalty 2807.175158 = -678728.842923
  nChanged 14
		SP:Iteration 30Q (10802.920000 sec): 3 clusters
  Score: Raw -681541.690289 + Penalty 2807.175158 = -678734.515131
  nChanged 16
		SP:Iteration 31Q (10803.110000 sec): 3 clusters
  Score: Raw -681548.549393 + Penalty 2807.175158 = -678741.374236
  nChanged 19
		SP:Iteration 32Q (10803.350000 sec): 3 clusters
  Score: Raw -681555.291693 + Penalty 2807.175158 = -678748.116535
  nChanged 14
		SP:Iteration 33Q (10803.600000 sec): 3 clusters
  Score: Raw -681558.853077 + Penalty 2807.175158 = -678751.677919
  nChanged 13
		SP:Iteration 34Q (10803.790000 sec): 3 clusters
  Score: Raw -681563.948526 + Penalty 2807.175158 = -678756.773369
  nChanged 17
		SP:Iteration 35Q (10804.030000 sec): 3 clusters
  Score: Raw -681569.837350 + Penalty 2807.175158 = -678762.662193
  nChanged 15
		SP:Iteration 36Q (10804.250000 sec): 3 clusters
  Score: Raw -681575.118455 + Penalty 2807.175158 = -678767.943297
  nChanged 19
		SP:Iteration 37Q (10804.430000 sec): 3 clusters
  Score: Raw -681580.419527 + Penalty 2807.175158 = -678773.244369
  nChanged 10
		SP:Iteration 38Q (10804.630000 sec): 3 clusters
  Score: Raw -681583.710505 + Penalty 2807.175158 = -678776.535347
  nChanged 10
		SP:Iteration 39Q (10804.840000 sec): 3 clusters
  Score: Raw -681586.970725 + Penalty 2807.175158 = -678779.795567
  nChanged 8
		SP:Iteration 40F (10804.980000 sec): 3 clusters
  Score: Raw -681589.587465 + Penalty 2807.175158 = -678782.412308
  nChanged 6
		SP:Iteration 41Q (10805.200000 sec): 3 clusters
  Score: Raw -681592.069558 + Penalty 2807.175158 = -678784.894400
  nChanged 10
		SP:Iteration 42Q (10805.420000 sec): 3 clusters
  Score: Raw -681594.720971 + Penalty 2807.175158 = -678787.545813
  nChanged 5
		SP:Iteration 43Q (10805.620000 sec): 3 clusters
  Score: Raw -681595.788521 + Penalty 2807.175158 = -678788.613364
  nChanged 1
		SP:Iteration 44Q (10805.840000 sec): 3 clusters
  Score: Raw -681596.132661 + Penalty 2807.175158 = -678788.957504
  nChanged 2
		SP:Iteration 45Q (10806.030000 sec): 3 clusters
  Score: Raw -681596.412708 + Penalty 2807.175158 = -678789.237550
  nChanged 5
		SP:Iteration 46Q (10806.260000 sec): 3 clusters
  Score: Raw -681597.394570 + Penalty 2807.175158 = -678790.219412
  nChanged 3
		SP:Iteration 47Q (10806.490000 sec): 3 clusters
  Score: Raw -681597.913815 + Penalty 2807.175158 = -678790.738657
  nChanged 0
		SP:Iteration 48F (10806.700000 sec): 3 clusters
  Score: Raw -681597.913815 + Penalty 2807.175158 = -678790.738657
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 6 (967 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (10806.790000 sec): 2 clusters
  Score: Raw -113155.269636 + Penalty 1117.057256 = -112038.212380
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (10807.010000 sec): 3 clusters
  Score: Raw -112868.460554 + Penalty 2234.114511 = -110634.346043
  nChanged 294
		SP:Iteration 1F (10807.170000 sec): 3 clusters
  Score: Raw -113133.176489 + Penalty 2234.114511 = -110899.061978
  nChanged 71
		SP:Iteration 2F (10807.370000 sec): 3 clusters
  Score: Raw -113225.597518 + Penalty 2234.114511 = -110991.483007
  nChanged 40
		SP:Iteration 3Q (10807.580000 sec): 3 clusters
  Score: Raw -113280.462343 + Penalty 2234.114511 = -111046.347832
  nChanged 33
		SP:Iteration 4Q (10807.830000 sec): 3 clusters
  Score: Raw -113333.270867 + Penalty 2234.114511 = -111099.156356
  nChanged 28
		SP:Iteration 5Q (10808.020000 sec): 3 clusters
  Score: Raw -113367.734235 + Penalty 2234.114511 = -111133.619724
  nChanged 26
		SP:Iteration 6Q (10808.160000 sec): 3 clusters
  Score: Raw -113395.298682 + Penalty 2234.114511 = -111161.184171
  nChanged 17
		SP:Iteration 7Q (10808.310000 sec): 3 clusters
  Score: Raw -113410.912347 + Penalty 2234.114511 = -111176.797836
  nChanged 13
		SP:Iteration 8Q (10808.470000 sec): 3 clusters
  Score: Raw -113427.066321 + Penalty 2234.114511 = -111192.951810
  nChanged 12
		SP:Iteration 9Q (10808.650000 sec): 3 clusters
  Score: Raw -113437.093752 + Penalty 2234.114511 = -111202.979241
  nChanged 2
		SP:Iteration 10Q (10808.810000 sec): 3 clusters
  Score: Raw -113438.567982 + Penalty 2234.114511 = -111204.453471
  nChanged 2
		SP:Iteration 11Q (10808.950000 sec): 3 clusters
  Score: Raw -113441.056779 + Penalty 2234.114511 = -111206.942268
  nChanged 5
		SP:Iteration 12Q (10809.130000 sec): 3 clusters
  Score: Raw -113444.258859 + Penalty 2234.114511 = -111210.144348
  nChanged 4
		SP:Iteration 13Q (10809.230000 sec): 3 clusters
  Score: Raw -113445.906257 + Penalty 2234.114511 = -111211.791746
  nChanged 0
		SP:Iteration 14F (10809.350000 sec): 3 clusters
  Score: Raw -113445.906257 + Penalty 2234.114511 = -111211.791746
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 7 (7388 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (10809.490000 sec): 2 clusters
  Score: Raw -897345.162320 + Penalty 1447.487005 = -895897.675315
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (10809.650000 sec): 3 clusters
  Score: Raw -893281.779068 + Penalty 2894.974011 = -890386.805057
  nChanged 3127
		SP:Iteration 1F (10809.840000 sec): 3 clusters
  Score: Raw -894951.013788 + Penalty 2894.974011 = -892056.039777
  nChanged 505
		SP:Iteration 2F (10810.030000 sec): 3 clusters
  Score: Raw -895195.087388 + Penalty 2894.974011 = -892300.113377
  nChanged 421
		SP:Iteration 3F (10810.220000 sec): 3 clusters
  Score: Raw -895388.955058 + Penalty 2894.974011 = -892493.981048
  nChanged 350
		SP:Iteration 4Q (10810.410000 sec): 3 clusters
  Score: Raw -895536.776882 + Penalty 2894.974011 = -892641.802871
  nChanged 297
		SP:Iteration 5Q (10810.630000 sec): 3 clusters
  Score: Raw -895663.946594 + Penalty 2894.974011 = -892768.972583
  nChanged 275
		SP:Iteration 6Q (10810.780000 sec): 3 clusters
  Score: Raw -895786.415204 + Penalty 2894.974011 = -892891.441193
  nChanged 291
		SP:Iteration 7Q (10811.010000 sec): 3 clusters
  Score: Raw -895921.167348 + Penalty 2894.974011 = -893026.193337
  nChanged 272
		SP:Iteration 8Q (10811.210000 sec): 3 clusters
  Score: Raw -896045.407732 + Penalty 2894.974011 = -893150.433721
  nChanged 265
		SP:Iteration 9Q (10811.380000 sec): 3 clusters
  Score: Raw -896171.239517 + Penalty 2894.974011 = -893276.265506
  nChanged 241
		SP:Iteration 10Q (10811.580000 sec): 3 clusters
  Score: Raw -896270.298638 + Penalty 2894.974011 = -893375.324627
  nChanged 200
		SP:Iteration 11Q (10811.850000 sec): 3 clusters
  Score: Raw -896353.520925 + Penalty 2894.974011 = -893458.546915
  nChanged 174
		SP:Iteration 12Q (10812.050000 sec): 3 clusters
  Score: Raw -896419.926250 + Penalty 2894.974011 = -893524.952239
  nChanged 162
		SP:Iteration 13Q (10812.230000 sec): 3 clusters
  Score: Raw -896484.208701 + Penalty 2894.974011 = -893589.234690
  nChanged 133
		SP:Iteration 14Q (10812.400000 sec): 3 clusters
  Score: Raw -896536.901141 + Penalty 2894.974011 = -893641.927130
  nChanged 141
		SP:Iteration 15Q (10812.650000 sec): 3 clusters
  Score: Raw -896597.366859 + Penalty 2894.974011 = -893702.392848
  nChanged 149
		SP:Iteration 16Q (10812.860000 sec): 3 clusters
  Score: Raw -896664.690720 + Penalty 2894.974011 = -893769.716709
  nChanged 148
		SP:Iteration 17Q (10813.120000 sec): 3 clusters
  Score: Raw -896729.476406 + Penalty 2894.974011 = -893834.502395
  nChanged 125
		SP:Iteration 18Q (10813.300000 sec): 3 clusters
  Score: Raw -896788.112363 + Penalty 2894.974011 = -893893.138352
  nChanged 133
		SP:Iteration 19Q (10813.530000 sec): 3 clusters
  Score: Raw -896855.089655 + Penalty 2894.974011 = -893960.115644
  nChanged 136
		SP:Iteration 20F (10813.730000 sec): 3 clusters
  Score: Raw -896929.047651 + Penalty 2894.974011 = -894034.073640
  nChanged 134
		SP:Iteration 21Q (10813.920000 sec): 3 clusters
  Score: Raw -897005.662580 + Penalty 2894.974011 = -894110.688569
  nChanged 102
		SP:Iteration 22Q (10814.100000 sec): 3 clusters
  Score: Raw -897064.926280 + Penalty 2894.974011 = -894169.952269
  nChanged 86
		SP:Iteration 23Q (10814.290000 sec): 3 clusters
  Score: Raw -897125.911893 + Penalty 2894.974011 = -894230.937882
  nChanged 83
		SP:Iteration 24Q (10814.480000 sec): 3 clusters
  Score: Raw -897188.278511 + Penalty 2894.974011 = -894293.304500
  nChanged 77
		SP:Iteration 25Q (10814.680000 sec): 3 clusters
  Score: Raw -897251.433752 + Penalty 2894.974011 = -894356.459741
  nChanged 73
		SP:Iteration 26Q (10814.870000 sec): 3 clusters
  Score: Raw -897301.885421 + Penalty 2894.974011 = -894406.911410
  nChanged 53
		SP:Iteration 27Q (10815.070000 sec): 3 clusters
  Score: Raw -897338.758078 + Penalty 2894.974011 = -894443.784067
  nChanged 44
		SP:Iteration 28Q (10815.350000 sec): 3 clusters
  Score: Raw -897367.280463 + Penalty 2894.974011 = -894472.306452
  nChanged 34
		SP:Iteration 29Q (10815.520000 sec): 3 clusters
  Score: Raw -897393.224894 + Penalty 2894.974011 = -894498.250883
  nChanged 31
		SP:Iteration 30Q (10815.700000 sec): 3 clusters
  Score: Raw -897416.764815 + Penalty 2894.974011 = -894521.790804
  nChanged 27
		SP:Iteration 31Q (10815.880000 sec): 3 clusters
  Score: Raw -897435.335505 + Penalty 2894.974011 = -894540.361494
  nChanged 21
		SP:Iteration 32Q (10816.070000 sec): 3 clusters
  Score: Raw -897450.082824 + Penalty 2894.974011 = -894555.108813
  nChanged 20
		SP:Iteration 33Q (10816.300000 sec): 3 clusters
  Score: Raw -897464.402043 + Penalty 2894.974011 = -894569.428032
  nChanged 18
		SP:Iteration 34Q (10816.470000 sec): 3 clusters
  Score: Raw -897481.461910 + Penalty 2894.974011 = -894586.487899
  nChanged 19
		SP:Iteration 35Q (10816.720000 sec): 3 clusters
  Score: Raw -897502.355036 + Penalty 2894.974011 = -894607.381025
  nChanged 15
		SP:Iteration 36Q (10816.900000 sec): 3 clusters
  Score: Raw -897515.113554 + Penalty 2894.974011 = -894620.139543
  nChanged 10
		SP:Iteration 37Q (10817.070000 sec): 3 clusters
  Score: Raw -897525.487286 + Penalty 2894.974011 = -894630.513276
  nChanged 8
		SP:Iteration 38Q (10817.260000 sec): 3 clusters
  Score: Raw -897533.823228 + Penalty 2894.974011 = -894638.849217
  nChanged 8
		SP:Iteration 39Q (10817.480000 sec): 3 clusters
  Score: Raw -897538.065920 + Penalty 2894.974011 = -894643.091909
  nChanged 3
		SP:Iteration 40F (10817.650000 sec): 3 clusters
  Score: Raw -897540.724251 + Penalty 2894.974011 = -894645.750240
  nChanged 4
		SP:Iteration 41Q (10817.830000 sec): 3 clusters
  Score: Raw -897544.957333 + Penalty 2894.974011 = -894649.983322
  nChanged 1
		SP:Iteration 42Q (10818.010000 sec): 3 clusters
  Score: Raw -897545.467261 + Penalty 2894.974011 = -894650.493250
  nChanged 1
		SP:Iteration 43Q (10818.190000 sec): 3 clusters
  Score: Raw -897546.292059 + Penalty 2894.974011 = -894651.318048
  nChanged 0
		SP:Iteration 44F (10818.370000 sec): 3 clusters
  Score: Raw -897546.292059 + Penalty 2894.974011 = -894651.318048
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 8 (2747 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (10818.520000 sec): 2 clusters
  Score: Raw -319399.713650 + Penalty 1286.718011 = -318112.995639
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (10818.690000 sec): 3 clusters
  Score: Raw -318103.275819 + Penalty 2573.436023 = -315529.839796
  nChanged 1072
		SP:Iteration 1F (10818.840000 sec): 3 clusters
  Score: Raw -318748.600784 + Penalty 2573.436023 = -316175.164761
  nChanged 220
		SP:Iteration 2F (10818.990000 sec): 3 clusters
  Score: Raw -318889.320522 + Penalty 2573.436023 = -316315.884499
  nChanged 148
		SP:Iteration 3F (10819.150000 sec): 3 clusters
  Score: Raw -318991.695126 + Penalty 2573.436023 = -316418.259103
  nChanged 117
		SP:Iteration 4Q (10819.320000 sec): 3 clusters
  Score: Raw -319073.435477 + Penalty 2573.436023 = -316499.999454
  nChanged 101
		SP:Iteration 5Q (10819.470000 sec): 3 clusters
  Score: Raw -319135.886740 + Penalty 2573.436023 = -316562.450717
  nChanged 80
		SP:Iteration 6Q (10819.660000 sec): 3 clusters
  Score: Raw -319183.530462 + Penalty 2573.436023 = -316610.094439
  nChanged 66
		SP:Iteration 7Q (10819.860000 sec): 3 clusters
  Score: Raw -319223.200521 + Penalty 2573.436023 = -316649.764498
  nChanged 60
		SP:Iteration 8Q (10820.080000 sec): 3 clusters
  Score: Raw -319265.438677 + Penalty 2573.436023 = -316692.002654
  nChanged 54
		SP:Iteration 9Q (10820.240000 sec): 3 clusters
  Score: Raw -319299.144868 + Penalty 2573.436023 = -316725.708845
  nChanged 50
		SP:Iteration 10Q (10820.360000 sec): 3 clusters
  Score: Raw -319328.179044 + Penalty 2573.436023 = -316754.743021
  nChanged 38
		SP:Iteration 11Q (10820.510000 sec): 3 clusters
  Score: Raw -319355.325176 + Penalty 2573.436023 = -316781.889153
  nChanged 40
		SP:Iteration 12Q (10820.680000 sec): 3 clusters
  Score: Raw -319379.030875 + Penalty 2573.436023 = -316805.594852
  nChanged 42
		SP:Iteration 13Q (10820.830000 sec): 3 clusters
  Score: Raw -319405.228266 + Penalty 2573.436023 = -316831.792243
  nChanged 45
		SP:Iteration 14Q (10820.980000 sec): 3 clusters
  Score: Raw -319432.286929 + Penalty 2573.436023 = -316858.850906
  nChanged 33
		SP:Iteration 15Q (10821.110000 sec): 3 clusters
  Score: Raw -319450.118202 + Penalty 2573.436023 = -316876.682179
  nChanged 43
		SP:Iteration 16Q (10821.300000 sec): 3 clusters
  Score: Raw -319481.272000 + Penalty 2573.436023 = -316907.835977
  nChanged 42
		SP:Iteration 17Q (10821.460000 sec): 3 clusters
  Score: Raw -319512.168581 + Penalty 2573.436023 = -316938.732558
  nChanged 43
		SP:Iteration 18Q (10821.620000 sec): 3 clusters
  Score: Raw -319538.154471 + Penalty 2573.436023 = -316964.718448
  nChanged 34
		SP:Iteration 19Q (10821.790000 sec): 3 clusters
  Score: Raw -319563.853993 + Penalty 2573.436023 = -316990.417970
  nChanged 26
		SP:Iteration 20F (10821.920000 sec): 3 clusters
  Score: Raw -319582.178328 + Penalty 2573.436023 = -317008.742305
  nChanged 28
		SP:Iteration 21Q (10822.050000 sec): 3 clusters
  Score: Raw -319601.151111 + Penalty 2573.436023 = -317027.715088
  nChanged 18
		SP:Iteration 22Q (10822.190000 sec): 3 clusters
  Score: Raw -319613.887482 + Penalty 2573.436023 = -317040.451459
  nChanged 19
		SP:Iteration 23Q (10822.390000 sec): 3 clusters
  Score: Raw -319628.485490 + Penalty 2573.436023 = -317055.049467
  nChanged 19
		SP:Iteration 24Q (10822.570000 sec): 3 clusters
  Score: Raw -319643.118869 + Penalty 2573.436023 = -317069.682846
  nChanged 9
		SP:Iteration 25Q (10822.730000 sec): 3 clusters
  Score: Raw -319648.151282 + Penalty 2573.436023 = -317074.715259
  nChanged 7
		SP:Iteration 26Q (10822.920000 sec): 3 clusters
  Score: Raw -319651.154324 + Penalty 2573.436023 = -317077.718301
  nChanged 6
		SP:Iteration 27Q (10823.030000 sec): 3 clusters
  Score: Raw -319653.811668 + Penalty 2573.436023 = -317080.375645
  nChanged 7
		SP:Iteration 28Q (10823.210000 sec): 3 clusters
  Score: Raw -319656.133886 + Penalty 2573.436023 = -317082.697863
  nChanged 3
		SP:Iteration 29Q (10823.440000 sec): 3 clusters
  Score: Raw -319658.483039 + Penalty 2573.436023 = -317085.047016
  nChanged 5
		SP:Iteration 30Q (10823.670000 sec): 3 clusters
  Score: Raw -319660.347158 + Penalty 2573.436023 = -317086.911135
  nChanged 3
		SP:Iteration 31Q (10823.880000 sec): 3 clusters
  Score: Raw -319661.656383 + Penalty 2573.436023 = -317088.220360
  nChanged 2
		SP:Iteration 32Q (10824.090000 sec): 3 clusters
  Score: Raw -319662.116076 + Penalty 2573.436023 = -317088.680053
  nChanged 2
		SP:Iteration 33Q (10824.280000 sec): 3 clusters
  Score: Raw -319662.693345 + Penalty 2573.436023 = -317089.257322
  nChanged 2
		SP:Iteration 34Q (10824.420000 sec): 3 clusters
  Score: Raw -319663.594005 + Penalty 2573.436023 = -317090.157982
  nChanged 2
		SP:Iteration 35Q (10824.570000 sec): 3 clusters
  Score: Raw -319665.097242 + Penalty 2573.436023 = -317091.661219
  nChanged 0
		SP:Iteration 36F (10824.730000 sec): 3 clusters
  Score: Raw -319665.097242 + Penalty 2573.436023 = -317091.661219
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 9 (347950 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (10826.390000 sec): 2 clusters
  Score: Raw -42678658.385180 + Penalty 2073.469786 = -42676584.915393
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (10828.520000 sec): 3 clusters
  Score: Raw -42445536.538512 + Penalty 4146.939573 = -42441389.598939
  nChanged 169909
		SP:Iteration 1F (10830.940000 sec): 3 clusters
  Score: Raw -42547413.566404 + Penalty 4146.939573 = -42543266.626831
  nChanged 7759
		SP:Iteration 2Q (10833.100000 sec): 3 clusters
  Score: Raw -42548764.236058 + Penalty 4146.939573 = -42544617.296485
  nChanged 8429
		SP:Iteration 3Q (10835.310000 sec): 3 clusters
  Score: Raw -42550497.285221 + Penalty 4146.939573 = -42546350.345648
  nChanged 9460
		SP:Iteration 4Q (10837.570000 sec): 3 clusters
  Score: Raw -42552889.714814 + Penalty 4146.939573 = -42548742.775241
  nChanged 10879
		SP:Iteration 5Q (10839.750000 sec): 3 clusters
  Score: Raw -42556373.884580 + Penalty 4146.939573 = -42552226.945007
  nChanged 13004
		SP:Iteration 6Q (10842.070000 sec): 3 clusters
  Score: Raw -42561547.454880 + Penalty 4146.939573 = -42557400.515307
  nChanged 15359
		SP:Iteration 7Q (10844.380000 sec): 3 clusters
  Score: Raw -42568961.063750 + Penalty 4146.939573 = -42564814.124177
  nChanged 17565
		SP:Iteration 8F (10847.010000 sec): 3 clusters
  Score: Raw -42578870.159734 + Penalty 4146.939573 = -42574723.220161
  nChanged 19157
		SP:Iteration 9F (10849.070000 sec): 3 clusters
  Score: Raw -42591031.273758 + Penalty 4146.939573 = -42586884.334185
  nChanged 20207
		SP:Iteration 10F (10851.050000 sec): 3 clusters
  Score: Raw -42604799.377982 + Penalty 4146.939573 = -42600652.438409
  nChanged 20065
		SP:Iteration 11F (10853.190000 sec): 3 clusters
  Score: Raw -42618941.293887 + Penalty 4146.939573 = -42614794.354314
  nChanged 19337
		SP:Iteration 12F (10855.290000 sec): 3 clusters
  Score: Raw -42632551.707217 + Penalty 4146.939573 = -42628404.767644
  nChanged 17804
		SP:Iteration 13F (10857.430000 sec): 3 clusters
  Score: Raw -42644445.182643 + Penalty 4146.939573 = -42640298.243070
  nChanged 15356
		SP:Iteration 14Q (10859.580000 sec): 3 clusters
  Score: Raw -42653923.709887 + Penalty 4146.939573 = -42649776.770315
  nChanged 13000
		SP:Iteration 15Q (10861.720000 sec): 3 clusters
  Score: Raw -42661375.318883 + Penalty 4146.939573 = -42657228.379310
  nChanged 10427
		SP:Iteration 16Q (10863.630000 sec): 3 clusters
  Score: Raw -42666925.576786 + Penalty 4146.939573 = -42662778.637213
  nChanged 7974
		SP:Iteration 17Q (10865.510000 sec): 3 clusters
  Score: Raw -42670863.542027 + Penalty 4146.939573 = -42666716.602454
  nChanged 5809
		SP:Iteration 18Q (10867.390000 sec): 3 clusters
  Score: Raw -42673474.083133 + Penalty 4146.939573 = -42669327.143560
  nChanged 4229
		SP:Iteration 19Q (10869.610000 sec): 3 clusters
  Score: Raw -42675210.080546 + Penalty 4146.939573 = -42671063.140973
  nChanged 2991
		SP:Iteration 20F (10872.180000 sec): 3 clusters
  Score: Raw -42676353.864573 + Penalty 4146.939573 = -42672206.925000
  nChanged 2141
		SP:Iteration 21Q (10873.950000 sec): 3 clusters
  Score: Raw -42677145.582848 + Penalty 4146.939573 = -42672998.643275
  nChanged 1532
		SP:Iteration 22Q (10875.740000 sec): 3 clusters
  Score: Raw -42677672.920107 + Penalty 4146.939573 = -42673525.980534
  nChanged 1104
		SP:Iteration 23Q (10877.500000 sec): 3 clusters
  Score: Raw -42678038.134112 + Penalty 4146.939573 = -42673891.194539
  nChanged 801
		SP:Iteration 24Q (10879.380000 sec): 3 clusters
  Score: Raw -42678298.668216 + Penalty 4146.939573 = -42674151.728643
  nChanged 617
		SP:Iteration 25Q (10881.180000 sec): 3 clusters
  Score: Raw -42678500.424230 + Penalty 4146.939573 = -42674353.484657
  nChanged 459
		SP:Iteration 26Q (10882.940000 sec): 3 clusters
  Score: Raw -42678637.840287 + Penalty 4146.939573 = -42674490.900714
  nChanged 361
		SP:Iteration 27Q (10884.730000 sec): 3 clusters
  Score: Raw -42678740.062003 + Penalty 4146.939573 = -42674593.122430
  nChanged 247
		SP:Iteration 28Q (10886.720000 sec): 3 clusters
  Score: Raw -42678806.212223 + Penalty 4146.939573 = -42674659.272650
  nChanged 195
		SP:Iteration 29Q (10888.590000 sec): 3 clusters
  Score: Raw -42678858.733206 + Penalty 4146.939573 = -42674711.793633
  nChanged 172
		SP:Iteration 30Q (10890.410000 sec): 3 clusters
  Score: Raw -42678904.499446 + Penalty 4146.939573 = -42674757.559873
  nChanged 149
		SP:Iteration 31Q (10892.360000 sec): 3 clusters
  Score: Raw -42678942.404439 + Penalty 4146.939573 = -42674795.464866
  nChanged 139
		SP:Iteration 32Q (10894.270000 sec): 3 clusters
  Score: Raw -42678979.833333 + Penalty 4146.939573 = -42674832.893760
  nChanged 119
		SP:Iteration 33Q (10896.400000 sec): 3 clusters
  Score: Raw -42679014.762656 + Penalty 4146.939573 = -42674867.823083
  nChanged 105
		SP:Iteration 34Q (10898.740000 sec): 3 clusters
  Score: Raw -42679041.635980 + Penalty 4146.939573 = -42674894.696407
  nChanged 91
		SP:Iteration 35Q (10900.450000 sec): 3 clusters
  Score: Raw -42679061.081125 + Penalty 4146.939573 = -42674914.141552
  nChanged 63
		SP:Iteration 36Q (10902.300000 sec): 3 clusters
  Score: Raw -42679075.842880 + Penalty 4146.939573 = -42674928.903307
  nChanged 55
		SP:Iteration 37Q (10904.160000 sec): 3 clusters
  Score: Raw -42679089.528274 + Penalty 4146.939573 = -42674942.588701
  nChanged 53
		SP:Iteration 38Q (10906.030000 sec): 3 clusters
  Score: Raw -42679101.130325 + Penalty 4146.939573 = -42674954.190752
  nChanged 49
		SP:Iteration 39Q (10907.760000 sec): 3 clusters
  Score: Raw -42679111.654165 + Penalty 4146.939573 = -42674964.714592
  nChanged 39
		SP:Iteration 40F (10909.640000 sec): 3 clusters
  Score: Raw -42679118.239771 + Penalty 4146.939573 = -42674971.300198
  nChanged 34
		SP:Iteration 41Q (10911.520000 sec): 3 clusters
  Score: Raw -42679125.972846 + Penalty 4146.939573 = -42674979.033273
  nChanged 32
		SP:Iteration 42Q (10913.520000 sec): 3 clusters
  Score: Raw -42679131.949388 + Penalty 4146.939573 = -42674985.009815
  nChanged 25
		SP:Iteration 43Q (10915.430000 sec): 3 clusters
  Score: Raw -42679135.705633 + Penalty 4146.939573 = -42674988.766060
  nChanged 14
		SP:Iteration 44Q (10917.300000 sec): 3 clusters
  Score: Raw -42679137.848384 + Penalty 4146.939573 = -42674990.908811
  nChanged 19
		SP:Iteration 45Q (10919.300000 sec): 3 clusters
  Score: Raw -42679141.162409 + Penalty 4146.939573 = -42674994.222836
  nChanged 15
		SP:Iteration 46Q (10921.620000 sec): 3 clusters
  Score: Raw -42679143.277056 + Penalty 4146.939573 = -42674996.337483
  nChanged 10
		SP:Iteration 47Q (10924.020000 sec): 3 clusters
  Score: Raw -42679145.040523 + Penalty 4146.939573 = -42674998.100951
  nChanged 7
		SP:Iteration 48Q (10925.890000 sec): 3 clusters
  Score: Raw -42679146.209664 + Penalty 4146.939573 = -42674999.270091
  nChanged 8
		SP:Iteration 49Q (10927.720000 sec): 3 clusters
  Score: Raw -42679147.225748 + Penalty 4146.939573 = -42675000.286176
  nChanged 7
		SP:Iteration 50Q (10929.430000 sec): 3 clusters
  Score: Raw -42679148.038849 + Penalty 4146.939573 = -42675001.099276
  nChanged 5
		SP:Iteration 51Q (10931.340000 sec): 3 clusters
  Score: Raw -42679148.698799 + Penalty 4146.939573 = -42675001.759226
  nChanged 7
		SP:Iteration 52Q (10933.090000 sec): 3 clusters
  Score: Raw -42679149.683102 + Penalty 4146.939573 = -42675002.743529
  nChanged 6
		SP:Iteration 53Q (10934.970000 sec): 3 clusters
  Score: Raw -42679150.575401 + Penalty 4146.939573 = -42675003.635828
  nChanged 4
		SP:Iteration 54Q (10936.910000 sec): 3 clusters
  Score: Raw -42679151.115961 + Penalty 4146.939573 = -42675004.176388
  nChanged 8
		SP:Iteration 55Q (10938.740000 sec): 3 clusters
  Score: Raw -42679152.175224 + Penalty 4146.939573 = -42675005.235652
  nChanged 7
		SP:Iteration 56Q (10940.650000 sec): 3 clusters
  Score: Raw -42679154.346497 + Penalty 4146.939573 = -42675007.406925
  nChanged 13
		SP:Iteration 57Q (10942.410000 sec): 3 clusters
  Score: Raw -42679156.919236 + Penalty 4146.939573 = -42675009.979663
  nChanged 13
		SP:Iteration 58Q (10944.100000 sec): 3 clusters
  Score: Raw -42679159.168851 + Penalty 4146.939573 = -42675012.229278
  nChanged 8
		SP:Iteration 59Q (10946.510000 sec): 3 clusters
  Score: Raw -42679160.391277 + Penalty 4146.939573 = -42675013.451704
  nChanged 5
		SP:Iteration 60F (10948.690000 sec): 3 clusters
  Score: Raw -42679161.373557 + Penalty 4146.939573 = -42675014.433984
  nChanged 9
		SP:Iteration 61Q (10950.600000 sec): 3 clusters
  Score: Raw -42679162.816273 + Penalty 4146.939573 = -42675015.876700
  nChanged 7
		SP:Iteration 62Q (10952.350000 sec): 3 clusters
  Score: Raw -42679163.946480 + Penalty 4146.939573 = -42675017.006907
  nChanged 6
		SP:Iteration 63Q (10954.220000 sec): 3 clusters
  Score: Raw -42679164.904346 + Penalty 4146.939573 = -42675017.964773
  nChanged 5
		SP:Iteration 64Q (10956.050000 sec): 3 clusters
  Score: Raw -42679165.663700 + Penalty 4146.939573 = -42675018.724128
  nChanged 2
		SP:Iteration 65Q (10958.110000 sec): 3 clusters
  Score: Raw -42679165.919042 + Penalty 4146.939573 = -42675018.979469
  nChanged 2
		SP:Iteration 66Q (10959.840000 sec): 3 clusters
  Score: Raw -42679166.218089 + Penalty 4146.939573 = -42675019.278516
  nChanged 1
		SP:Iteration 67Q (10961.690000 sec): 3 clusters
  Score: Raw -42679166.366160 + Penalty 4146.939573 = -42675019.426588
  nChanged 2
		SP:Iteration 68Q (10963.440000 sec): 3 clusters
  Score: Raw -42679166.586303 + Penalty 4146.939573 = -42675019.646730
  nChanged 2
		SP:Iteration 69Q (10965.190000 sec): 3 clusters
  Score: Raw -42679166.846448 + Penalty 4146.939573 = -42675019.906875
  nChanged 2
		SP:Iteration 70Q (10966.950000 sec): 3 clusters
  Score: Raw -42679167.055362 + Penalty 4146.939573 = -42675020.115789
  nChanged 1
		SP:Iteration 71Q (10968.850000 sec): 3 clusters
  Score: Raw -42679167.231834 + Penalty 4146.939573 = -42675020.292261
  nChanged 3
		SP:Iteration 72Q (10971.400000 sec): 3 clusters
  Score: Raw -42679167.602636 + Penalty 4146.939573 = -42675020.663063
  nChanged 1
		SP:Iteration 73Q (10973.850000 sec): 3 clusters
  Score: Raw -42679167.866092 + Penalty 4146.939573 = -42675020.926520
  nChanged 2
		SP:Iteration 74Q (10975.750000 sec): 3 clusters
  Score: Raw -42679168.348440 + Penalty 4146.939573 = -42675021.408868
  nChanged 8
		SP:Iteration 75Q (10977.620000 sec): 3 clusters
  Score: Raw -42679169.965284 + Penalty 4146.939573 = -42675023.025711
  nChanged 11
		SP:Iteration 76Q (10979.400000 sec): 3 clusters
  Score: Raw -42679171.863591 + Penalty 4146.939573 = -42675024.924019
  nChanged 8
		SP:Iteration 77Q (10981.140000 sec): 3 clusters
  Score: Raw -42679173.387912 + Penalty 4146.939573 = -42675026.448339
  nChanged 6
		SP:Iteration 78Q (10983.000000 sec): 3 clusters
  Score: Raw -42679174.551621 + Penalty 4146.939573 = -42675027.612049
  nChanged 9
		SP:Iteration 79Q (10984.950000 sec): 3 clusters
  Score: Raw -42679176.638147 + Penalty 4146.939573 = -42675029.698574
  nChanged 11
		SP:Iteration 80F (10987.100000 sec): 3 clusters
  Score: Raw -42679178.885954 + Penalty 4146.939573 = -42675031.946381
  nChanged 17
		SP:Iteration 81Q (10989.130000 sec): 3 clusters
  Score: Raw -42679182.931761 + Penalty 4146.939573 = -42675035.992189
  nChanged 25
		SP:Iteration 82Q (10990.980000 sec): 3 clusters
  Score: Raw -42679187.964040 + Penalty 4146.939573 = -42675041.024467
  nChanged 19
		SP:Iteration 83Q (10992.850000 sec): 3 clusters
  Score: Raw -42679190.654557 + Penalty 4146.939573 = -42675043.714984
  nChanged 11
		SP:Iteration 84Q (10994.840000 sec): 3 clusters
  Score: Raw -42679192.688928 + Penalty 4146.939573 = -42675045.749355
  nChanged 14
		SP:Iteration 85Q (10997.290000 sec): 3 clusters
  Score: Raw -42679196.066864 + Penalty 4146.939573 = -42675049.127291
  nChanged 19
		SP:Iteration 86Q (10999.710000 sec): 3 clusters
  Score: Raw -42679200.192633 + Penalty 4146.939573 = -42675053.253061
  nChanged 15
		SP:Iteration 87Q (11001.370000 sec): 3 clusters
  Score: Raw -42679203.586130 + Penalty 4146.939573 = -42675056.646557
  nChanged 17
		SP:Iteration 88Q (11003.240000 sec): 3 clusters
  Score: Raw -42679206.846120 + Penalty 4146.939573 = -42675059.906547
  nChanged 13
		SP:Iteration 89Q (11005.030000 sec): 3 clusters
  Score: Raw -42679209.296130 + Penalty 4146.939573 = -42675062.356557
  nChanged 10
		SP:Iteration 90Q (11006.880000 sec): 3 clusters
  Score: Raw -42679211.198739 + Penalty 4146.939573 = -42675064.259166
  nChanged 16
		SP:Iteration 91Q (11008.650000 sec): 3 clusters
  Score: Raw -42679214.433786 + Penalty 4146.939573 = -42675067.494213
  nChanged 9
		SP:Iteration 92Q (11010.520000 sec): 3 clusters
  Score: Raw -42679215.557548 + Penalty 4146.939573 = -42675068.617975
  nChanged 7
		SP:Iteration 93Q (11012.420000 sec): 3 clusters
  Score: Raw -42679216.746630 + Penalty 4146.939573 = -42675069.807058
  nChanged 7
		SP:Iteration 94Q (11014.370000 sec): 3 clusters
  Score: Raw -42679218.098693 + Penalty 4146.939573 = -42675071.159120
  nChanged 1
		SP:Iteration 95Q (11016.310000 sec): 3 clusters
  Score: Raw -42679218.287718 + Penalty 4146.939573 = -42675071.348145
  nChanged 3
		SP:Iteration 96Q (11018.050000 sec): 3 clusters
  Score: Raw -42679218.795588 + Penalty 4146.939573 = -42675071.856015
  nChanged 3
		SP:Iteration 97Q (11019.710000 sec): 3 clusters
  Score: Raw -42679219.405315 + Penalty 4146.939573 = -42675072.465742
  nChanged 8
		SP:Iteration 98Q (11021.310000 sec): 3 clusters
  Score: Raw -42679220.686438 + Penalty 4146.939573 = -42675073.746865
  nChanged 7
		SP:Iteration 99Q (11023.620000 sec): 3 clusters
  Score: Raw -42679221.682118 + Penalty 4146.939573 = -42675074.742545
  nChanged 4
		SP:Iteration 100F (11025.420000 sec): 3 clusters
  Score: Raw -42679222.386225 + Penalty 4146.939573 = -42675075.446652
  nChanged 10
		SP:Iteration 101Q (11027.280000 sec): 3 clusters
  Score: Raw -42679224.510119 + Penalty 4146.939573 = -42675077.570546
  nChanged 10
		SP:Iteration 102Q (11029.060000 sec): 3 clusters
  Score: Raw -42679227.003418 + Penalty 4146.939573 = -42675080.063845
  nChanged 13
		SP:Iteration 103Q (11030.940000 sec): 3 clusters
  Score: Raw -42679229.671541 + Penalty 4146.939573 = -42675082.731968
  nChanged 11
		SP:Iteration 104Q (11032.940000 sec): 3 clusters
  Score: Raw -42679231.970045 + Penalty 4146.939573 = -42675085.030472
  nChanged 10
		SP:Iteration 105Q (11034.890000 sec): 3 clusters
  Score: Raw -42679233.924772 + Penalty 4146.939573 = -42675086.985200
  nChanged 4
		SP:Iteration 106Q (11036.740000 sec): 3 clusters
  Score: Raw -42679234.407354 + Penalty 4146.939573 = -42675087.467781
  nChanged 2
		SP:Iteration 107Q (11038.700000 sec): 3 clusters
  Score: Raw -42679234.673734 + Penalty 4146.939573 = -42675087.734161
  nChanged 4
		SP:Iteration 108Q (11040.530000 sec): 3 clusters
  Score: Raw -42679235.354626 + Penalty 4146.939573 = -42675088.415053
  nChanged 4
		SP:Iteration 109Q (11042.290000 sec): 3 clusters
  Score: Raw -42679236.176335 + Penalty 4146.939573 = -42675089.236763
  nChanged 5
		SP:Iteration 110Q (11044.040000 sec): 3 clusters
  Score: Raw -42679236.870598 + Penalty 4146.939573 = -42675089.931025
  nChanged 2
		SP:Iteration 111Q (11045.840000 sec): 3 clusters
  Score: Raw -42679237.155301 + Penalty 4146.939573 = -42675090.215729
  nChanged 1
		SP:Iteration 112Q (11048.340000 sec): 3 clusters
  Score: Raw -42679237.316814 + Penalty 4146.939573 = -42675090.377241
  nChanged 2
		SP:Iteration 113Q (11050.200000 sec): 3 clusters
  Score: Raw -42679237.633002 + Penalty 4146.939573 = -42675090.693429
  nChanged 2
		SP:Iteration 114Q (11052.190000 sec): 3 clusters
  Score: Raw -42679237.896882 + Penalty 4146.939573 = -42675090.957309
  nChanged 1
		SP:Iteration 115Q (11053.990000 sec): 3 clusters
  Score: Raw -42679238.056470 + Penalty 4146.939573 = -42675091.116898
  nChanged 1
		SP:Iteration 116Q (11055.810000 sec): 3 clusters
  Score: Raw -42679238.260813 + Penalty 4146.939573 = -42675091.321240
  nChanged 1
		SP:Iteration 117Q (11057.590000 sec): 3 clusters
  Score: Raw -42679238.360078 + Penalty 4146.939573 = -42675091.420506
  nChanged 1
		SP:Iteration 118Q (11059.430000 sec): 3 clusters
  Score: Raw -42679238.485535 + Penalty 4146.939573 = -42675091.545963
  nChanged 0
		SP:Iteration 119F (11061.280000 sec): 3 clusters
  Score: Raw -42679238.485535 + Penalty 4146.939573 = -42675091.545963
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 10 (30700 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (11061.730000 sec): 2 clusters
  Score: Raw -3626978.019004 + Penalty 1678.952914 = -3625299.066090
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (11062.110000 sec): 3 clusters
  Score: Raw -3607921.233213 + Penalty 3357.905828 = -3604563.327385
  nChanged 14137
		SP:Iteration 1F (11062.480000 sec): 3 clusters
  Score: Raw -3615983.093950 + Penalty 3357.905828 = -3612625.188122
  nChanged 1562
		SP:Iteration 2F (11062.860000 sec): 3 clusters
  Score: Raw -3616630.994338 + Penalty 3357.905828 = -3613273.088510
  nChanged 1773
		SP:Iteration 3F (11063.250000 sec): 3 clusters
  Score: Raw -3617557.829938 + Penalty 3357.905828 = -3614199.924110
  nChanged 2108
		SP:Iteration 4F (11063.680000 sec): 3 clusters
  Score: Raw -3618975.023356 + Penalty 3357.905828 = -3615617.117528
  nChanged 2531
		SP:Iteration 5F (11064.100000 sec): 3 clusters
  Score: Raw -3621138.017618 + Penalty 3357.905828 = -3617780.111789
  nChanged 2573
		SP:Iteration 6F (11064.460000 sec): 3 clusters
  Score: Raw -3623704.348550 + Penalty 3357.905828 = -3620346.442722
  nChanged 1922
		SP:Iteration 7F (11064.830000 sec): 3 clusters
  Score: Raw -3625716.173305 + Penalty 3357.905828 = -3622358.267476
  nChanged 918
		SP:Iteration 8Q (11065.220000 sec): 3 clusters
  Score: Raw -3626671.862017 + Penalty 3357.905828 = -3623313.956189
  nChanged 313
		SP:Iteration 9Q (11065.520000 sec): 3 clusters
  Score: Raw -3627009.337544 + Penalty 3357.905828 = -3623651.431716
  nChanged 89
		SP:Iteration 10Q (11065.880000 sec): 3 clusters
  Score: Raw -3627113.698599 + Penalty 3357.905828 = -3623755.792771
  nChanged 26
		SP:Iteration 11Q (11066.280000 sec): 3 clusters
  Score: Raw -3627152.037734 + Penalty 3357.905828 = -3623794.131905
  nChanged 9
		SP:Iteration 12Q (11066.630000 sec): 3 clusters
  Score: Raw -3627173.636314 + Penalty 3357.905828 = -3623815.730486
  nChanged 7
		SP:Iteration 13Q (11067.040000 sec): 3 clusters
  Score: Raw -3627185.672301 + Penalty 3357.905828 = -3623827.766472
  nChanged 3
		SP:Iteration 14Q (11067.370000 sec): 3 clusters
  Score: Raw -3627189.371243 + Penalty 3357.905828 = -3623831.465415
  nChanged 4
		SP:Iteration 15Q (11067.710000 sec): 3 clusters
  Score: Raw -3627195.714950 + Penalty 3357.905828 = -3623837.809121
  nChanged 3
		SP:Iteration 16Q (11068.090000 sec): 3 clusters
  Score: Raw -3627202.023200 + Penalty 3357.905828 = -3623844.117372
  nChanged 2
		SP:Iteration 17Q (11068.410000 sec): 3 clusters
  Score: Raw -3627205.378849 + Penalty 3357.905828 = -3623847.473020
  nChanged 1
		SP:Iteration 18Q (11068.830000 sec): 3 clusters
  Score: Raw -3627209.875351 + Penalty 3357.905828 = -3623851.969523
  nChanged 2
		SP:Iteration 19Q (11069.190000 sec): 3 clusters
  Score: Raw -3627211.943783 + Penalty 3357.905828 = -3623854.037954
  nChanged 0
		SP:Iteration 20F (11069.540000 sec): 3 clusters
  Score: Raw -3627211.943783 + Penalty 3357.905828 = -3623854.037954
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 11 (1200 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (11069.700000 sec): 2 clusters
  Score: Raw -141192.326378 + Penalty 1152.137486 = -140040.188892
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (11069.860000 sec): 3 clusters
  Score: Raw -140824.989174 + Penalty 2304.274972 = -138520.714202
  nChanged 391
		SP:Iteration 1F (11070.010000 sec): 3 clusters
  Score: Raw -141265.144339 + Penalty 2304.274972 = -138960.869368
  nChanged 105
		SP:Iteration 2F (11070.200000 sec): 3 clusters
  Score: Raw -141404.971758 + Penalty 2304.274972 = -139100.696786
  nChanged 81
		SP:Iteration 3F (11070.360000 sec): 3 clusters
  Score: Raw -141499.168718 + Penalty 2304.274972 = -139194.893747
  nChanged 58
		SP:Iteration 4Q (11070.500000 sec): 3 clusters
  Score: Raw -141573.019708 + Penalty 2304.274972 = -139268.744737
  nChanged 47
		SP:Iteration 5Q (11070.680000 sec): 3 clusters
  Score: Raw -141619.374590 + Penalty 2304.274972 = -139315.099618
  nChanged 40
		SP:Iteration 6Q (11070.880000 sec): 3 clusters
  Score: Raw -141671.658132 + Penalty 2304.274972 = -139367.383160
  nChanged 26
		SP:Iteration 7Q (11071.000000 sec): 3 clusters
  Score: Raw -141699.111773 + Penalty 2304.274972 = -139394.836802
  nChanged 24
		SP:Iteration 8Q (11071.200000 sec): 3 clusters
  Score: Raw -141719.560778 + Penalty 2304.274972 = -139415.285807
  nChanged 18
		SP:Iteration 9Q (11071.390000 sec): 3 clusters
  Score: Raw -141733.383429 + Penalty 2304.274972 = -139429.108457
  nChanged 19
		SP:Iteration 10Q (11071.570000 sec): 3 clusters
  Score: Raw -141747.932548 + Penalty 2304.274972 = -139443.657576
  nChanged 14
		SP:Iteration 11Q (11071.710000 sec): 3 clusters
  Score: Raw -141759.078164 + Penalty 2304.274972 = -139454.803192
  nChanged 23
		SP:Iteration 12Q (11071.880000 sec): 3 clusters
  Score: Raw -141779.568786 + Penalty 2304.274972 = -139475.293815
  nChanged 16
		SP:Iteration 13Q (11072.040000 sec): 3 clusters
  Score: Raw -141791.783653 + Penalty 2304.274972 = -139487.508681
  nChanged 12
		SP:Iteration 14Q (11072.240000 sec): 3 clusters
  Score: Raw -141803.798507 + Penalty 2304.274972 = -139499.523535
  nChanged 13
		SP:Iteration 15Q (11072.350000 sec): 3 clusters
  Score: Raw -141814.083118 + Penalty 2304.274972 = -139509.808146
  nChanged 9
		SP:Iteration 16Q (11072.460000 sec): 3 clusters
  Score: Raw -141821.922018 + Penalty 2304.274972 = -139517.647046
  nChanged 6
		SP:Iteration 17Q (11072.630000 sec): 3 clusters
  Score: Raw -141826.132990 + Penalty 2304.274972 = -139521.858019
  nChanged 6
		SP:Iteration 18Q (11072.760000 sec): 3 clusters
  Score: Raw -141830.490895 + Penalty 2304.274972 = -139526.215924
  nChanged 4
		SP:Iteration 19Q (11072.930000 sec): 3 clusters
  Score: Raw -141832.835753 + Penalty 2304.274972 = -139528.560781
  nChanged 6
		SP:Iteration 20F (11073.070000 sec): 3 clusters
  Score: Raw -141837.836001 + Penalty 2304.274972 = -139533.561029
  nChanged 6
		SP:Iteration 21Q (11073.220000 sec): 3 clusters
  Score: Raw -141843.614066 + Penalty 2304.274972 = -139539.339095
  nChanged 5
		SP:Iteration 22Q (11073.350000 sec): 3 clusters
  Score: Raw -141848.643103 + Penalty 2304.274972 = -139544.368131
  nChanged 7
		SP:Iteration 23Q (11073.500000 sec): 3 clusters
  Score: Raw -141853.039209 + Penalty 2304.274972 = -139548.764237
  nChanged 2
		SP:Iteration 24Q (11073.660000 sec): 3 clusters
  Score: Raw -141854.885952 + Penalty 2304.274972 = -139550.610980
  nChanged 3
		SP:Iteration 25Q (11073.830000 sec): 3 clusters
  Score: Raw -141857.240981 + Penalty 2304.274972 = -139552.966009
  nChanged 5
		SP:Iteration 26Q (11073.970000 sec): 3 clusters
  Score: Raw -141863.716946 + Penalty 2304.274972 = -139559.441975
  nChanged 6
		SP:Iteration 27Q (11074.130000 sec): 3 clusters
  Score: Raw -141869.424512 + Penalty 2304.274972 = -139565.149541
  nChanged 6
		SP:Iteration 28Q (11074.300000 sec): 3 clusters
  Score: Raw -141873.968173 + Penalty 2304.274972 = -139569.693201
  nChanged 6
		SP:Iteration 29Q (11074.460000 sec): 3 clusters
  Score: Raw -141879.945883 + Penalty 2304.274972 = -139575.670912
  nChanged 8
		SP:Iteration 30Q (11074.600000 sec): 3 clusters
  Score: Raw -141892.643025 + Penalty 2304.274972 = -139588.368054
  nChanged 10
		SP:Iteration 31Q (11074.730000 sec): 3 clusters
  Score: Raw -141903.699500 + Penalty 2304.274972 = -139599.424528
  nChanged 8
		SP:Iteration 32Q (11074.870000 sec): 3 clusters
  Score: Raw -141912.664577 + Penalty 2304.274972 = -139608.389605
  nChanged 4
		SP:Iteration 33Q (11075.000000 sec): 3 clusters
  Score: Raw -141918.352177 + Penalty 2304.274972 = -139614.077205
  nChanged 3
		SP:Iteration 34Q (11075.140000 sec): 3 clusters
  Score: Raw -141924.841944 + Penalty 2304.274972 = -139620.566972
  nChanged 3
		SP:Iteration 35Q (11075.340000 sec): 3 clusters
  Score: Raw -141931.259313 + Penalty 2304.274972 = -139626.984341
  nChanged 5
		SP:Iteration 36Q (11075.490000 sec): 3 clusters
  Score: Raw -141939.717814 + Penalty 2304.274972 = -139635.442843
  nChanged 2
		SP:Iteration 37Q (11075.580000 sec): 3 clusters
  Score: Raw -141944.290520 + Penalty 2304.274972 = -139640.015548
  nChanged 2
		SP:Iteration 38Q (11075.740000 sec): 3 clusters
  Score: Raw -141947.997883 + Penalty 2304.274972 = -139643.722912
  nChanged 3
		SP:Iteration 39Q (11075.870000 sec): 3 clusters
  Score: Raw -141953.045750 + Penalty 2304.274972 = -139648.770778
  nChanged 1
		SP:Iteration 40F (11076.010000 sec): 3 clusters
  Score: Raw -141958.626737 + Penalty 2304.274972 = -139654.351765
  nChanged 2
		SP:Iteration 41Q (11076.120000 sec): 3 clusters
  Score: Raw -141962.426018 + Penalty 2304.274972 = -139658.151046
  nChanged 1
		SP:Iteration 42Q (11076.220000 sec): 3 clusters
  Score: Raw -141964.265584 + Penalty 2304.274972 = -139659.990612
  nChanged 0
		SP:Iteration 43F (11076.400000 sec): 3 clusters
  Score: Raw -141964.265584 + Penalty 2304.274972 = -139659.990612
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 12 (25482 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (11076.640000 sec): 2 clusters
  Score: Raw -3050274.495798 + Penalty 1648.680735 = -3048625.815063
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (11076.970000 sec): 3 clusters
  Score: Raw -3034793.214566 + Penalty 3297.361470 = -3031495.853096
  nChanged 11550
		SP:Iteration 1F (11077.310000 sec): 3 clusters
  Score: Raw -3041110.980247 + Penalty 3297.361470 = -3037813.618778
  nChanged 1210
		SP:Iteration 2Q (11077.680000 sec): 3 clusters
  Score: Raw -3041538.256917 + Penalty 3297.361470 = -3038240.895447
  nChanged 1210
		SP:Iteration 3Q (11078.090000 sec): 3 clusters
  Score: Raw -3041968.982336 + Penalty 3297.361470 = -3038671.620867
  nChanged 1152
		SP:Iteration 4Q (11078.470000 sec): 3 clusters
  Score: Raw -3042438.059478 + Penalty 3297.361470 = -3039140.698008
  nChanged 1201
		SP:Iteration 5Q (11078.850000 sec): 3 clusters
  Score: Raw -3042999.438592 + Penalty 3297.361470 = -3039702.077122
  nChanged 1275
		SP:Iteration 6F (11079.280000 sec): 3 clusters
  Score: Raw -3043710.850879 + Penalty 3297.361470 = -3040413.489409
  nChanged 1340
		SP:Iteration 7F (11079.650000 sec): 3 clusters
  Score: Raw -3044537.699396 + Penalty 3297.361470 = -3041240.337926
  nChanged 1409
		SP:Iteration 8F (11079.970000 sec): 3 clusters
  Score: Raw -3045491.935855 + Penalty 3297.361470 = -3042194.574385
  nChanged 1378
		SP:Iteration 9F (11080.290000 sec): 3 clusters
  Score: Raw -3046469.816385 + Penalty 3297.361470 = -3043172.454916
  nChanged 1256
		SP:Iteration 10Q (11080.650000 sec): 3 clusters
  Score: Raw -3047367.331831 + Penalty 3297.361470 = -3044069.970361
  nChanged 993
		SP:Iteration 11Q (11081.050000 sec): 3 clusters
  Score: Raw -3047979.580068 + Penalty 3297.361470 = -3044682.218599
  nChanged 757
		SP:Iteration 12Q (11081.410000 sec): 3 clusters
  Score: Raw -3048364.043349 + Penalty 3297.361470 = -3045066.681879
  nChanged 587
		SP:Iteration 13Q (11081.770000 sec): 3 clusters
  Score: Raw -3048638.523231 + Penalty 3297.361470 = -3045341.161761
  nChanged 456
		SP:Iteration 14Q (11082.130000 sec): 3 clusters
  Score: Raw -3048848.094506 + Penalty 3297.361470 = -3045550.733037
  nChanged 382
		SP:Iteration 15Q (11082.470000 sec): 3 clusters
  Score: Raw -3049001.638026 + Penalty 3297.361470 = -3045704.276556
  nChanged 329
		SP:Iteration 16Q (11082.830000 sec): 3 clusters
  Score: Raw -3049131.090394 + Penalty 3297.361470 = -3045833.728924
  nChanged 303
		SP:Iteration 17Q (11083.230000 sec): 3 clusters
  Score: Raw -3049239.023845 + Penalty 3297.361470 = -3045941.662376
  nChanged 254
		SP:Iteration 18Q (11083.610000 sec): 3 clusters
  Score: Raw -3049319.528165 + Penalty 3297.361470 = -3046022.166695
  nChanged 204
		SP:Iteration 19Q (11083.910000 sec): 3 clusters
  Score: Raw -3049379.986459 + Penalty 3297.361470 = -3046082.624989
  nChanged 202
		SP:Iteration 20F (11084.210000 sec): 3 clusters
  Score: Raw -3049447.162617 + Penalty 3297.361470 = -3046149.801147
  nChanged 203
		SP:Iteration 21Q (11084.490000 sec): 3 clusters
  Score: Raw -3049519.318558 + Penalty 3297.361470 = -3046221.957088
  nChanged 188
		SP:Iteration 22Q (11084.800000 sec): 3 clusters
  Score: Raw -3049579.366997 + Penalty 3297.361470 = -3046282.005527
  nChanged 180
		SP:Iteration 23Q (11085.100000 sec): 3 clusters
  Score: Raw -3049638.881553 + Penalty 3297.361470 = -3046341.520084
  nChanged 179
		SP:Iteration 24Q (11085.440000 sec): 3 clusters
  Score: Raw -3049697.162640 + Penalty 3297.361470 = -3046399.801170
  nChanged 178
		SP:Iteration 25Q (11085.860000 sec): 3 clusters
  Score: Raw -3049751.249005 + Penalty 3297.361470 = -3046453.887535
  nChanged 166
		SP:Iteration 26Q (11086.190000 sec): 3 clusters
  Score: Raw -3049801.686741 + Penalty 3297.361470 = -3046504.325271
  nChanged 152
		SP:Iteration 27Q (11086.470000 sec): 3 clusters
  Score: Raw -3049853.154772 + Penalty 3297.361470 = -3046555.793302
  nChanged 146
		SP:Iteration 28Q (11086.800000 sec): 3 clusters
  Score: Raw -3049900.414379 + Penalty 3297.361470 = -3046603.052909
  nChanged 124
		SP:Iteration 29Q (11087.190000 sec): 3 clusters
  Score: Raw -3049939.522374 + Penalty 3297.361470 = -3046642.160904
  nChanged 119
		SP:Iteration 30Q (11087.500000 sec): 3 clusters
  Score: Raw -3049979.196836 + Penalty 3297.361470 = -3046681.835367
  nChanged 119
		SP:Iteration 31Q (11087.800000 sec): 3 clusters
  Score: Raw -3050026.449667 + Penalty 3297.361470 = -3046729.088197
  nChanged 137
		SP:Iteration 32Q (11088.160000 sec): 3 clusters
  Score: Raw -3050076.601840 + Penalty 3297.361470 = -3046779.240370
  nChanged 105
		SP:Iteration 33Q (11088.480000 sec): 3 clusters
  Score: Raw -3050113.319257 + Penalty 3297.361470 = -3046815.957787
  nChanged 103
		SP:Iteration 34Q (11088.770000 sec): 3 clusters
  Score: Raw -3050151.992044 + Penalty 3297.361470 = -3046854.630575
  nChanged 85
		SP:Iteration 35Q (11089.080000 sec): 3 clusters
  Score: Raw -3050182.008026 + Penalty 3297.361470 = -3046884.646556
  nChanged 76
		SP:Iteration 36Q (11089.330000 sec): 3 clusters
  Score: Raw -3050203.326055 + Penalty 3297.361470 = -3046905.964585
  nChanged 62
		SP:Iteration 37Q (11089.680000 sec): 3 clusters
  Score: Raw -3050222.012007 + Penalty 3297.361470 = -3046924.650537
  nChanged 65
		SP:Iteration 38Q (11090.000000 sec): 3 clusters
  Score: Raw -3050244.044170 + Penalty 3297.361470 = -3046946.682700
  nChanged 65
		SP:Iteration 39Q (11090.360000 sec): 3 clusters
  Score: Raw -3050267.747949 + Penalty 3297.361470 = -3046970.386479
  nChanged 63
		SP:Iteration 40F (11090.760000 sec): 3 clusters
  Score: Raw -3050290.370219 + Penalty 3297.361470 = -3046993.008749
  nChanged 62
		SP:Iteration 41Q (11091.100000 sec): 3 clusters
  Score: Raw -3050309.342974 + Penalty 3297.361470 = -3047011.981504
  nChanged 51
		SP:Iteration 42Q (11091.470000 sec): 3 clusters
  Score: Raw -3050326.951663 + Penalty 3297.361470 = -3047029.590193
  nChanged 47
		SP:Iteration 43Q (11091.770000 sec): 3 clusters
  Score: Raw -3050341.118726 + Penalty 3297.361470 = -3047043.757256
  nChanged 36
		SP:Iteration 44Q (11092.060000 sec): 3 clusters
  Score: Raw -3050353.239595 + Penalty 3297.361470 = -3047055.878125
  nChanged 39
		SP:Iteration 45Q (11092.380000 sec): 3 clusters
  Score: Raw -3050364.696913 + Penalty 3297.361470 = -3047067.335444
  nChanged 40
		SP:Iteration 46Q (11092.710000 sec): 3 clusters
  Score: Raw -3050378.757302 + Penalty 3297.361470 = -3047081.395832
  nChanged 43
		SP:Iteration 47Q (11093.120000 sec): 3 clusters
  Score: Raw -3050393.142323 + Penalty 3297.361470 = -3047095.780853
  nChanged 42
		SP:Iteration 48Q (11093.430000 sec): 3 clusters
  Score: Raw -3050408.111693 + Penalty 3297.361470 = -3047110.750223
  nChanged 33
		SP:Iteration 49Q (11093.710000 sec): 3 clusters
  Score: Raw -3050419.258032 + Penalty 3297.361470 = -3047121.896562
  nChanged 27
		SP:Iteration 50Q (11094.040000 sec): 3 clusters
  Score: Raw -3050427.587650 + Penalty 3297.361470 = -3047130.226180
  nChanged 28
		SP:Iteration 51Q (11094.340000 sec): 3 clusters
  Score: Raw -3050436.053346 + Penalty 3297.361470 = -3047138.691876
  nChanged 15
		SP:Iteration 52Q (11094.650000 sec): 3 clusters
  Score: Raw -3050440.672669 + Penalty 3297.361470 = -3047143.311199
  nChanged 19
		SP:Iteration 53Q (11095.030000 sec): 3 clusters
  Score: Raw -3050446.280985 + Penalty 3297.361470 = -3047148.919515
  nChanged 19
		SP:Iteration 54Q (11095.330000 sec): 3 clusters
  Score: Raw -3050451.546013 + Penalty 3297.361470 = -3047154.184543
  nChanged 20
		SP:Iteration 55Q (11095.660000 sec): 3 clusters
  Score: Raw -3050460.361706 + Penalty 3297.361470 = -3047163.000236
  nChanged 18
		SP:Iteration 56Q (11095.990000 sec): 3 clusters
  Score: Raw -3050466.255044 + Penalty 3297.361470 = -3047168.893574
  nChanged 10
		SP:Iteration 57Q (11096.290000 sec): 3 clusters
  Score: Raw -3050468.871905 + Penalty 3297.361470 = -3047171.510436
  nChanged 16
		SP:Iteration 58Q (11096.600000 sec): 3 clusters
  Score: Raw -3050474.278802 + Penalty 3297.361470 = -3047176.917332
  nChanged 14
		SP:Iteration 59Q (11096.900000 sec): 3 clusters
  Score: Raw -3050477.597317 + Penalty 3297.361470 = -3047180.235848
  nChanged 11
		SP:Iteration 60F (11097.180000 sec): 3 clusters
  Score: Raw -3050479.977015 + Penalty 3297.361470 = -3047182.615545
  nChanged 9
		SP:Iteration 61Q (11097.490000 sec): 3 clusters
  Score: Raw -3050481.459257 + Penalty 3297.361470 = -3047184.097787
  nChanged 9
		SP:Iteration 62Q (11097.800000 sec): 3 clusters
  Score: Raw -3050482.970547 + Penalty 3297.361470 = -3047185.609077
  nChanged 10
		SP:Iteration 63Q (11098.110000 sec): 3 clusters
  Score: Raw -3050485.108563 + Penalty 3297.361470 = -3047187.747093
  nChanged 11
		SP:Iteration 64Q (11098.470000 sec): 3 clusters
  Score: Raw -3050489.412596 + Penalty 3297.361470 = -3047192.051127
  nChanged 12
		SP:Iteration 65Q (11098.780000 sec): 3 clusters
  Score: Raw -3050495.116693 + Penalty 3297.361470 = -3047197.755224
  nChanged 14
		SP:Iteration 66Q (11099.110000 sec): 3 clusters
  Score: Raw -3050499.580034 + Penalty 3297.361470 = -3047202.218564
  nChanged 16
		SP:Iteration 67Q (11099.490000 sec): 3 clusters
  Score: Raw -3050506.672213 + Penalty 3297.361470 = -3047209.310743
  nChanged 24
		SP:Iteration 68Q (11099.830000 sec): 3 clusters
  Score: Raw -3050515.803455 + Penalty 3297.361470 = -3047218.441985
  nChanged 23
		SP:Iteration 69Q (11100.150000 sec): 3 clusters
  Score: Raw -3050525.518796 + Penalty 3297.361470 = -3047228.157326
  nChanged 31
		SP:Iteration 70Q (11100.540000 sec): 3 clusters
  Score: Raw -3050541.048419 + Penalty 3297.361470 = -3047243.686949
  nChanged 28
		SP:Iteration 71Q (11100.850000 sec): 3 clusters
  Score: Raw -3050558.542942 + Penalty 3297.361470 = -3047261.181472
  nChanged 24
		SP:Iteration 72Q (11101.180000 sec): 3 clusters
  Score: Raw -3050570.130539 + Penalty 3297.361470 = -3047272.769069
  nChanged 26
		SP:Iteration 73Q (11101.530000 sec): 3 clusters
  Score: Raw -3050584.806495 + Penalty 3297.361470 = -3047287.445025
  nChanged 33
		SP:Iteration 74Q (11101.890000 sec): 3 clusters
  Score: Raw -3050601.519276 + Penalty 3297.361470 = -3047304.157806
  nChanged 17
		SP:Iteration 75Q (11102.230000 sec): 3 clusters
  Score: Raw -3050608.655866 + Penalty 3297.361470 = -3047311.294396
  nChanged 23
		SP:Iteration 76Q (11102.550000 sec): 3 clusters
  Score: Raw -3050619.146756 + Penalty 3297.361470 = -3047321.785286
  nChanged 21
		SP:Iteration 77Q (11102.900000 sec): 3 clusters
  Score: Raw -3050626.467368 + Penalty 3297.361470 = -3047329.105898
  nChanged 17
		SP:Iteration 78Q (11103.190000 sec): 3 clusters
  Score: Raw -3050632.488003 + Penalty 3297.361470 = -3047335.126534
  nChanged 14
		SP:Iteration 79Q (11103.540000 sec): 3 clusters
  Score: Raw -3050639.883386 + Penalty 3297.361470 = -3047342.521917
  nChanged 16
		SP:Iteration 80F (11103.780000 sec): 3 clusters
  Score: Raw -3050644.963896 + Penalty 3297.361470 = -3047347.602426
  nChanged 13
		SP:Iteration 81Q (11104.120000 sec): 3 clusters
  Score: Raw -3050649.429488 + Penalty 3297.361470 = -3047352.068018
  nChanged 11
		SP:Iteration 82Q (11104.470000 sec): 3 clusters
  Score: Raw -3050654.009021 + Penalty 3297.361470 = -3047356.647551
  nChanged 11
		SP:Iteration 83Q (11104.780000 sec): 3 clusters
  Score: Raw -3050657.555884 + Penalty 3297.361470 = -3047360.194414
  nChanged 7
		SP:Iteration 84Q (11105.140000 sec): 3 clusters
  Score: Raw -3050659.741892 + Penalty 3297.361470 = -3047362.380422
  nChanged 4
		SP:Iteration 85Q (11105.470000 sec): 3 clusters
  Score: Raw -3050660.506654 + Penalty 3297.361470 = -3047363.145185
  nChanged 3
		SP:Iteration 86Q (11105.840000 sec): 3 clusters
  Score: Raw -3050660.963401 + Penalty 3297.361470 = -3047363.601931
  nChanged 3
		SP:Iteration 87Q (11106.180000 sec): 3 clusters
  Score: Raw -3050661.900608 + Penalty 3297.361470 = -3047364.539138
  nChanged 2
		SP:Iteration 88Q (11106.520000 sec): 3 clusters
  Score: Raw -3050662.403486 + Penalty 3297.361470 = -3047365.042017
  nChanged 0
		SP:Iteration 89F (11106.900000 sec): 3 clusters
  Score: Raw -3050662.403486 + Penalty 3297.361470 = -3047365.042017
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 13 (4852 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (11107.000000 sec): 2 clusters
  Score: Raw -541491.297490 + Penalty 1379.161269 = -540112.136221
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (11107.200000 sec): 3 clusters
  Score: Raw -538980.071111 + Penalty 2758.322538 = -536221.748573
  nChanged 1979
		SP:Iteration 1F (11107.380000 sec): 3 clusters
  Score: Raw -540243.733038 + Penalty 2758.322538 = -537485.410500
  nChanged 400
		SP:Iteration 2F (11107.600000 sec): 3 clusters
  Score: Raw -540574.089957 + Penalty 2758.322538 = -537815.767419
  nChanged 351
		SP:Iteration 3F (11107.770000 sec): 3 clusters
  Score: Raw -540914.248551 + Penalty 2758.322538 = -538155.926013
  nChanged 323
		SP:Iteration 4F (11107.950000 sec): 3 clusters
  Score: Raw -541221.117063 + Penalty 2758.322538 = -538462.794525
  nChanged 304
		SP:Iteration 5F (11108.130000 sec): 3 clusters
  Score: Raw -541544.424376 + Penalty 2758.322538 = -538786.101838
  nChanged 295
		SP:Iteration 6F (11108.280000 sec): 3 clusters
  Score: Raw -541811.629653 + Penalty 2758.322538 = -539053.307115
  nChanged 214
		SP:Iteration 7Q (11108.450000 sec): 3 clusters
  Score: Raw -541956.571597 + Penalty 2758.322538 = -539198.249059
  nChanged 151
		SP:Iteration 8Q (11108.670000 sec): 3 clusters
  Score: Raw -542037.051661 + Penalty 2758.322538 = -539278.729123
  nChanged 90
		SP:Iteration 9Q (11108.860000 sec): 3 clusters
  Score: Raw -542085.694778 + Penalty 2758.322538 = -539327.372240
  nChanged 70
		SP:Iteration 10Q (11109.040000 sec): 3 clusters
  Score: Raw -542109.298935 + Penalty 2758.322538 = -539350.976397
  nChanged 37
		SP:Iteration 11Q (11109.240000 sec): 3 clusters
  Score: Raw -542123.614939 + Penalty 2758.322538 = -539365.292401
  nChanged 40
		SP:Iteration 12Q (11109.450000 sec): 3 clusters
  Score: Raw -542138.281399 + Penalty 2758.322538 = -539379.958861
  nChanged 25
		SP:Iteration 13Q (11109.610000 sec): 3 clusters
  Score: Raw -542150.818959 + Penalty 2758.322538 = -539392.496421
  nChanged 31
		SP:Iteration 14Q (11109.820000 sec): 3 clusters
  Score: Raw -542163.502793 + Penalty 2758.322538 = -539405.180255
  nChanged 22
		SP:Iteration 15Q (11110.040000 sec): 3 clusters
  Score: Raw -542170.746961 + Penalty 2758.322538 = -539412.424423
  nChanged 20
		SP:Iteration 16Q (11110.260000 sec): 3 clusters
  Score: Raw -542176.934369 + Penalty 2758.322538 = -539418.611831
  nChanged 20
		SP:Iteration 17Q (11110.480000 sec): 3 clusters
  Score: Raw -542183.176675 + Penalty 2758.322538 = -539424.854137
  nChanged 12
		SP:Iteration 18Q (11110.660000 sec): 3 clusters
  Score: Raw -542187.973744 + Penalty 2758.322538 = -539429.651206
  nChanged 14
		SP:Iteration 19Q (11110.820000 sec): 3 clusters
  Score: Raw -542191.917613 + Penalty 2758.322538 = -539433.595075
  nChanged 14
		SP:Iteration 20F (11110.990000 sec): 3 clusters
  Score: Raw -542196.108755 + Penalty 2758.322538 = -539437.786217
  nChanged 17
		SP:Iteration 21Q (11111.220000 sec): 3 clusters
  Score: Raw -542202.611432 + Penalty 2758.322538 = -539444.288894
  nChanged 15
		SP:Iteration 22Q (11111.410000 sec): 3 clusters
  Score: Raw -542207.549319 + Penalty 2758.322538 = -539449.226782
  nChanged 22
		SP:Iteration 23Q (11111.600000 sec): 3 clusters
  Score: Raw -542214.821634 + Penalty 2758.322538 = -539456.499096
  nChanged 12
		SP:Iteration 24Q (11111.790000 sec): 3 clusters
  Score: Raw -542216.761030 + Penalty 2758.322538 = -539458.438493
  nChanged 8
		SP:Iteration 25Q (11111.990000 sec): 3 clusters
  Score: Raw -542219.848308 + Penalty 2758.322538 = -539461.525770
  nChanged 11
		SP:Iteration 26Q (11112.190000 sec): 3 clusters
  Score: Raw -542224.025065 + Penalty 2758.322538 = -539465.702527
  nChanged 14
		SP:Iteration 27Q (11112.440000 sec): 3 clusters
  Score: Raw -542229.591749 + Penalty 2758.322538 = -539471.269211
  nChanged 15
		SP:Iteration 28Q (11112.640000 sec): 3 clusters
  Score: Raw -542236.807205 + Penalty 2758.322538 = -539478.484667
  nChanged 15
		SP:Iteration 29Q (11112.810000 sec): 3 clusters
  Score: Raw -542242.635485 + Penalty 2758.322538 = -539484.312947
  nChanged 15
		SP:Iteration 30Q (11112.970000 sec): 3 clusters
  Score: Raw -542245.767615 + Penalty 2758.322538 = -539487.445077
  nChanged 11
		SP:Iteration 31Q (11113.150000 sec): 3 clusters
  Score: Raw -542250.374056 + Penalty 2758.322538 = -539492.051518
  nChanged 18
		SP:Iteration 32Q (11113.330000 sec): 3 clusters
  Score: Raw -542260.337827 + Penalty 2758.322538 = -539502.015289
  nChanged 21
		SP:Iteration 33Q (11113.510000 sec): 3 clusters
  Score: Raw -542269.727719 + Penalty 2758.322538 = -539511.405181
  nChanged 22
		SP:Iteration 34Q (11113.680000 sec): 3 clusters
  Score: Raw -542278.150731 + Penalty 2758.322538 = -539519.828193
  nChanged 21
		SP:Iteration 35Q (11113.810000 sec): 3 clusters
  Score: Raw -542288.662511 + Penalty 2758.322538 = -539530.339973
  nChanged 21
		SP:Iteration 36Q (11113.990000 sec): 3 clusters
  Score: Raw -542302.607415 + Penalty 2758.322538 = -539544.284877
  nChanged 32
		SP:Iteration 37Q (11114.170000 sec): 3 clusters
  Score: Raw -542316.956490 + Penalty 2758.322538 = -539558.633952
  nChanged 29
		SP:Iteration 38Q (11114.310000 sec): 3 clusters
  Score: Raw -542329.416414 + Penalty 2758.322538 = -539571.093876
  nChanged 30
		SP:Iteration 39Q (11114.500000 sec): 3 clusters
  Score: Raw -542349.264066 + Penalty 2758.322538 = -539590.941528
  nChanged 35
		SP:Iteration 40F (11114.700000 sec): 3 clusters
  Score: Raw -542369.716677 + Penalty 2758.322538 = -539611.394139
  nChanged 40
		SP:Iteration 41Q (11114.920000 sec): 3 clusters
  Score: Raw -542392.817241 + Penalty 2758.322538 = -539634.494703
  nChanged 37
		SP:Iteration 42Q (11115.090000 sec): 3 clusters
  Score: Raw -542413.004290 + Penalty 2758.322538 = -539654.681752
  nChanged 35
		SP:Iteration 43Q (11115.270000 sec): 3 clusters
  Score: Raw -542432.571859 + Penalty 2758.322538 = -539674.249322
  nChanged 32
		SP:Iteration 44Q (11115.450000 sec): 3 clusters
  Score: Raw -542453.450911 + Penalty 2758.322538 = -539695.128374
  nChanged 38
		SP:Iteration 45Q (11115.670000 sec): 3 clusters
  Score: Raw -542478.211399 + Penalty 2758.322538 = -539719.888861
  nChanged 45
		SP:Iteration 46Q (11115.860000 sec): 3 clusters
  Score: Raw -542502.946773 + Penalty 2758.322538 = -539744.624235
  nChanged 47
		SP:Iteration 47Q (11116.010000 sec): 3 clusters
  Score: Raw -542534.223105 + Penalty 2758.322538 = -539775.900568
  nChanged 39
		SP:Iteration 48Q (11116.200000 sec): 3 clusters
  Score: Raw -542551.219674 + Penalty 2758.322538 = -539792.897137
  nChanged 36
		SP:Iteration 49Q (11116.400000 sec): 3 clusters
  Score: Raw -542568.123810 + Penalty 2758.322538 = -539809.801272
  nChanged 32
		SP:Iteration 50Q (11116.550000 sec): 3 clusters
  Score: Raw -542579.284330 + Penalty 2758.322538 = -539820.961792
  nChanged 20
		SP:Iteration 51Q (11116.710000 sec): 3 clusters
  Score: Raw -542583.848869 + Penalty 2758.322538 = -539825.526331
  nChanged 8
		SP:Iteration 52Q (11116.860000 sec): 3 clusters
  Score: Raw -542585.550312 + Penalty 2758.322538 = -539827.227775
  nChanged 5
		SP:Iteration 53Q (11117.020000 sec): 3 clusters
  Score: Raw -542586.838977 + Penalty 2758.322538 = -539828.516440
  nChanged 5
		SP:Iteration 54Q (11117.170000 sec): 3 clusters
  Score: Raw -542587.792902 + Penalty 2758.322538 = -539829.470364
  nChanged 3
		SP:Iteration 55Q (11117.330000 sec): 3 clusters
  Score: Raw -542588.266682 + Penalty 2758.322538 = -539829.944144
  nChanged 1
		SP:Iteration 56Q (11117.490000 sec): 3 clusters
  Score: Raw -542588.684612 + Penalty 2758.322538 = -539830.362074
  nChanged 3
		SP:Iteration 57Q (11117.640000 sec): 3 clusters
  Score: Raw -542589.436258 + Penalty 2758.322538 = -539831.113720
  nChanged 2
		SP:Iteration 58Q (11117.770000 sec): 3 clusters
  Score: Raw -542590.100834 + Penalty 2758.322538 = -539831.778296
  nChanged 2
		SP:Iteration 59Q (11117.910000 sec): 3 clusters
  Score: Raw -542590.584790 + Penalty 2758.322538 = -539832.262252
  nChanged 0
		SP:Iteration 60F (11118.050000 sec): 3 clusters
  Score: Raw -542590.584790 + Penalty 2758.322538 = -539832.262252
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 14 (50687 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (11118.390000 sec): 2 clusters
  Score: Raw -6151628.950702 + Penalty 1760.431521 = -6149868.519180
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (11118.870000 sec): 3 clusters
  Score: Raw -6119276.143851 + Penalty 3520.863043 = -6115755.280809
  nChanged 23913
		SP:Iteration 1F (11119.350000 sec): 3 clusters
  Score: Raw -6132867.406801 + Penalty 3520.863043 = -6129346.543758
  nChanged 2084
		SP:Iteration 2Q (11119.890000 sec): 3 clusters
  Score: Raw -6133492.023025 + Penalty 3520.863043 = -6129971.159982
  nChanged 2315
		SP:Iteration 3Q (11120.370000 sec): 3 clusters
  Score: Raw -6134398.114326 + Penalty 3520.863043 = -6130877.251284
  nChanged 2839
		SP:Iteration 4F (11120.860000 sec): 3 clusters
  Score: Raw -6135914.454030 + Penalty 3520.863043 = -6132393.590987
  nChanged 3563
		SP:Iteration 5F (11121.270000 sec): 3 clusters
  Score: Raw -6138412.919878 + Penalty 3520.863043 = -6134892.056835
  nChanged 4090
		SP:Iteration 6F (11121.710000 sec): 3 clusters
  Score: Raw -6141886.484279 + Penalty 3520.863043 = -6138365.621236
  nChanged 3956
		SP:Iteration 7F (11122.230000 sec): 3 clusters
  Score: Raw -6145679.379187 + Penalty 3520.863043 = -6142158.516145
  nChanged 3094
		SP:Iteration 8F (11122.700000 sec): 3 clusters
  Score: Raw -6148729.274106 + Penalty 3520.863043 = -6145208.411064
  nChanged 1774
		SP:Iteration 9Q (11123.210000 sec): 3 clusters
  Score: Raw -6150442.273687 + Penalty 3520.863043 = -6146921.410644
  nChanged 824
		SP:Iteration 10Q (11123.690000 sec): 3 clusters
  Score: Raw -6151267.292308 + Penalty 3520.863043 = -6147746.429266
  nChanged 378
		SP:Iteration 11Q (11124.110000 sec): 3 clusters
  Score: Raw -6151682.830091 + Penalty 3520.863043 = -6148161.967048
  nChanged 194
		SP:Iteration 12Q (11124.560000 sec): 3 clusters
  Score: Raw -6151935.612207 + Penalty 3520.863043 = -6148414.749165
  nChanged 131
		SP:Iteration 13Q (11124.990000 sec): 3 clusters
  Score: Raw -6152094.594656 + Penalty 3520.863043 = -6148573.731613
  nChanged 92
		SP:Iteration 14Q (11125.450000 sec): 3 clusters
  Score: Raw -6152180.463316 + Penalty 3520.863043 = -6148659.600273
  nChanged 68
		SP:Iteration 15Q (11125.950000 sec): 3 clusters
  Score: Raw -6152223.438017 + Penalty 3520.863043 = -6148702.574974
  nChanged 42
		SP:Iteration 16Q (11126.360000 sec): 3 clusters
  Score: Raw -6152250.866745 + Penalty 3520.863043 = -6148730.003702
  nChanged 49
		SP:Iteration 17Q (11126.830000 sec): 3 clusters
  Score: Raw -6152274.197109 + Penalty 3520.863043 = -6148753.334066
  nChanged 30
		SP:Iteration 18Q (11127.210000 sec): 3 clusters
  Score: Raw -6152286.530307 + Penalty 3520.863043 = -6148765.667264
  nChanged 27
		SP:Iteration 19Q (11127.690000 sec): 3 clusters
  Score: Raw -6152298.312740 + Penalty 3520.863043 = -6148777.449697
  nChanged 20
		SP:Iteration 20F (11128.140000 sec): 3 clusters
  Score: Raw -6152307.446462 + Penalty 3520.863043 = -6148786.583419
  nChanged 17
		SP:Iteration 21Q (11128.600000 sec): 3 clusters
  Score: Raw -6152313.399387 + Penalty 3520.863043 = -6148792.536345
  nChanged 12
		SP:Iteration 22Q (11129.000000 sec): 3 clusters
  Score: Raw -6152317.835188 + Penalty 3520.863043 = -6148796.972145
  nChanged 10
		SP:Iteration 23Q (11129.420000 sec): 3 clusters
  Score: Raw -6152322.490976 + Penalty 3520.863043 = -6148801.627933
  nChanged 11
		SP:Iteration 24Q (11129.850000 sec): 3 clusters
  Score: Raw -6152326.197689 + Penalty 3520.863043 = -6148805.334647
  nChanged 14
		SP:Iteration 25Q (11130.230000 sec): 3 clusters
  Score: Raw -6152332.610669 + Penalty 3520.863043 = -6148811.747626
  nChanged 13
		SP:Iteration 26Q (11130.700000 sec): 3 clusters
  Score: Raw -6152336.908313 + Penalty 3520.863043 = -6148816.045270
  nChanged 12
		SP:Iteration 27Q (11131.110000 sec): 3 clusters
  Score: Raw -6152340.415772 + Penalty 3520.863043 = -6148819.552729
  nChanged 12
		SP:Iteration 28Q (11131.530000 sec): 3 clusters
  Score: Raw -6152344.401339 + Penalty 3520.863043 = -6148823.538296
  nChanged 9
		SP:Iteration 29Q (11132.050000 sec): 3 clusters
  Score: Raw -6152346.775538 + Penalty 3520.863043 = -6148825.912496
  nChanged 6
		SP:Iteration 30Q (11132.460000 sec): 3 clusters
  Score: Raw -6152347.991532 + Penalty 3520.863043 = -6148827.128489
  nChanged 9
		SP:Iteration 31Q (11132.870000 sec): 3 clusters
  Score: Raw -6152350.726151 + Penalty 3520.863043 = -6148829.863109
  nChanged 10
		SP:Iteration 32Q (11133.250000 sec): 3 clusters
  Score: Raw -6152355.046538 + Penalty 3520.863043 = -6148834.183495
  nChanged 13
		SP:Iteration 33Q (11133.640000 sec): 3 clusters
  Score: Raw -6152361.721155 + Penalty 3520.863043 = -6148840.858112
  nChanged 17
		SP:Iteration 34Q (11134.060000 sec): 3 clusters
  Score: Raw -6152369.628085 + Penalty 3520.863043 = -6148848.765042
  nChanged 20
		SP:Iteration 35Q (11134.500000 sec): 3 clusters
  Score: Raw -6152380.890106 + Penalty 3520.863043 = -6148860.027064
  nChanged 30
		SP:Iteration 36Q (11135.020000 sec): 3 clusters
  Score: Raw -6152394.914987 + Penalty 3520.863043 = -6148874.051945
  nChanged 40
		SP:Iteration 37Q (11135.460000 sec): 3 clusters
  Score: Raw -6152410.925526 + Penalty 3520.863043 = -6148890.062483
  nChanged 45
		SP:Iteration 38Q (11135.880000 sec): 3 clusters
  Score: Raw -6152430.921792 + Penalty 3520.863043 = -6148910.058749
  nChanged 46
		SP:Iteration 39Q (11136.270000 sec): 3 clusters
  Score: Raw -6152448.412385 + Penalty 3520.863043 = -6148927.549343
  nChanged 49
		SP:Iteration 40F (11136.720000 sec): 3 clusters
  Score: Raw -6152469.099431 + Penalty 3520.863043 = -6148948.236389
  nChanged 43
		SP:Iteration 41Q (11137.190000 sec): 3 clusters
  Score: Raw -6152485.569307 + Penalty 3520.863043 = -6148964.706265
  nChanged 40
		SP:Iteration 42Q (11137.600000 sec): 3 clusters
  Score: Raw -6152502.445157 + Penalty 3520.863043 = -6148981.582115
  nChanged 49
		SP:Iteration 43Q (11138.000000 sec): 3 clusters
  Score: Raw -6152522.409541 + Penalty 3520.863043 = -6149001.546498
  nChanged 64
		SP:Iteration 44Q (11138.490000 sec): 3 clusters
  Score: Raw -6152553.199561 + Penalty 3520.863043 = -6149032.336519
  nChanged 71
		SP:Iteration 45Q (11138.910000 sec): 3 clusters
  Score: Raw -6152586.138911 + Penalty 3520.863043 = -6149065.275868
  nChanged 79
		SP:Iteration 46Q (11139.370000 sec): 3 clusters
  Score: Raw -6152620.454346 + Penalty 3520.863043 = -6149099.591303
  nChanged 74
		SP:Iteration 47Q (11139.760000 sec): 3 clusters
  Score: Raw -6152651.854280 + Penalty 3520.863043 = -6149130.991238
  nChanged 91
		SP:Iteration 48Q (11140.220000 sec): 3 clusters
  Score: Raw -6152692.112107 + Penalty 3520.863043 = -6149171.249064
  nChanged 93
		SP:Iteration 49Q (11140.600000 sec): 3 clusters
  Score: Raw -6152728.890045 + Penalty 3520.863043 = -6149208.027002
  nChanged 90
		SP:Iteration 50Q (11141.050000 sec): 3 clusters
  Score: Raw -6152764.874708 + Penalty 3520.863043 = -6149244.011665
  nChanged 88
		SP:Iteration 51Q (11141.500000 sec): 3 clusters
  Score: Raw -6152794.161667 + Penalty 3520.863043 = -6149273.298624
  nChanged 83
		SP:Iteration 52Q (11141.950000 sec): 3 clusters
  Score: Raw -6152822.561086 + Penalty 3520.863043 = -6149301.698043
  nChanged 85
		SP:Iteration 53Q (11142.420000 sec): 3 clusters
  Score: Raw -6152852.437954 + Penalty 3520.863043 = -6149331.574912
  nChanged 111
		SP:Iteration 54Q (11142.900000 sec): 3 clusters
  Score: Raw -6152898.113147 + Penalty 3520.863043 = -6149377.250105
  nChanged 123
		SP:Iteration 55Q (11143.330000 sec): 3 clusters
  Score: Raw -6152949.214270 + Penalty 3520.863043 = -6149428.351227
  nChanged 142
		SP:Iteration 56Q (11143.820000 sec): 3 clusters
  Score: Raw -6153005.297582 + Penalty 3520.863043 = -6149484.434539
  nChanged 134
		SP:Iteration 57Q (11144.300000 sec): 3 clusters
  Score: Raw -6153048.945436 + Penalty 3520.863043 = -6149528.082394
  nChanged 131
		SP:Iteration 58Q (11144.720000 sec): 3 clusters
  Score: Raw -6153085.632767 + Penalty 3520.863043 = -6149564.769724
  nChanged 107
		SP:Iteration 59Q (11145.230000 sec): 3 clusters
  Score: Raw -6153107.356849 + Penalty 3520.863043 = -6149586.493807
  nChanged 82
		SP:Iteration 60F (11145.730000 sec): 3 clusters
  Score: Raw -6153186.326120 + Penalty 3520.863043 = -6149665.463078
  nChanged 160
		SP:Iteration 61Q (11146.160000 sec): 3 clusters
  Score: Raw -6153253.589910 + Penalty 3520.863043 = -6149732.726868
  nChanged 180
		SP:Iteration 62Q (11146.580000 sec): 3 clusters
  Score: Raw -6153320.171404 + Penalty 3520.863043 = -6149799.308361
  nChanged 195
		SP:Iteration 63Q (11147.060000 sec): 3 clusters
  Score: Raw -6153394.166843 + Penalty 3520.863043 = -6149873.303801
  nChanged 214
		SP:Iteration 64Q (11147.520000 sec): 3 clusters
  Score: Raw -6153464.830747 + Penalty 3520.863043 = -6149943.967704
  nChanged 177
		SP:Iteration 65Q (11148.010000 sec): 3 clusters
  Score: Raw -6153515.235471 + Penalty 3520.863043 = -6149994.372429
  nChanged 162
		SP:Iteration 66Q (11148.420000 sec): 3 clusters
  Score: Raw -6153556.825243 + Penalty 3520.863043 = -6150035.962200
  nChanged 163
		SP:Iteration 67Q (11148.830000 sec): 3 clusters
  Score: Raw -6153594.466521 + Penalty 3520.863043 = -6150073.603478
  nChanged 142
		SP:Iteration 68Q (11149.320000 sec): 3 clusters
  Score: Raw -6153626.799836 + Penalty 3520.863043 = -6150105.936794
  nChanged 141
		SP:Iteration 69Q (11149.860000 sec): 3 clusters
  Score: Raw -6153654.715278 + Penalty 3520.863043 = -6150133.852236
  nChanged 140
		SP:Iteration 70Q (11150.320000 sec): 3 clusters
  Score: Raw -6153686.297867 + Penalty 3520.863043 = -6150165.434824
  nChanged 134
		SP:Iteration 71Q (11150.850000 sec): 3 clusters
  Score: Raw -6153713.934416 + Penalty 3520.863043 = -6150193.071374
  nChanged 121
		SP:Iteration 72Q (11151.340000 sec): 3 clusters
  Score: Raw -6153733.515056 + Penalty 3520.863043 = -6150212.652013
  nChanged 100
		SP:Iteration 73Q (11151.800000 sec): 3 clusters
  Score: Raw -6153749.750763 + Penalty 3520.863043 = -6150228.887720
  nChanged 94
		SP:Iteration 74Q (11152.300000 sec): 3 clusters
  Score: Raw -6153764.730254 + Penalty 3520.863043 = -6150243.867211
  nChanged 89
		SP:Iteration 75Q (11152.810000 sec): 3 clusters
  Score: Raw -6153777.567817 + Penalty 3520.863043 = -6150256.704774
  nChanged 90
		SP:Iteration 76Q (11153.310000 sec): 3 clusters
  Score: Raw -6153790.952954 + Penalty 3520.863043 = -6150270.089911
  nChanged 90
		SP:Iteration 77Q (11153.790000 sec): 3 clusters
  Score: Raw -6153803.461584 + Penalty 3520.863043 = -6150282.598542
  nChanged 73
		SP:Iteration 78Q (11154.330000 sec): 3 clusters
  Score: Raw -6153812.881080 + Penalty 3520.863043 = -6150292.018037
  nChanged 85
		SP:Iteration 79Q (11154.700000 sec): 3 clusters
  Score: Raw -6153824.205329 + Penalty 3520.863043 = -6150303.342287
  nChanged 87
		SP:Iteration 80F (11155.100000 sec): 3 clusters
  Score: Raw -6153836.010114 + Penalty 3520.863043 = -6150315.147071
  nChanged 78
		SP:Iteration 81Q (11155.530000 sec): 3 clusters
  Score: Raw -6153845.860537 + Penalty 3520.863043 = -6150324.997495
  nChanged 85
		SP:Iteration 82Q (11155.980000 sec): 3 clusters
  Score: Raw -6153857.883506 + Penalty 3520.863043 = -6150337.020464
  nChanged 101
		SP:Iteration 83Q (11156.490000 sec): 3 clusters
  Score: Raw -6153875.490859 + Penalty 3520.863043 = -6150354.627816
  nChanged 111
		SP:Iteration 84Q (11156.890000 sec): 3 clusters
  Score: Raw -6153893.156588 + Penalty 3520.863043 = -6150372.293545
  nChanged 103
		SP:Iteration 85Q (11157.410000 sec): 3 clusters
  Score: Raw -6153909.235149 + Penalty 3520.863043 = -6150388.372106
  nChanged 100
		SP:Iteration 86Q (11157.880000 sec): 3 clusters
  Score: Raw -6153923.037773 + Penalty 3520.863043 = -6150402.174730
  nChanged 91
		SP:Iteration 87Q (11158.350000 sec): 3 clusters
  Score: Raw -6153936.950745 + Penalty 3520.863043 = -6150416.087703
  nChanged 112
		SP:Iteration 88Q (11158.810000 sec): 3 clusters
  Score: Raw -6153953.937072 + Penalty 3520.863043 = -6150433.074029
  nChanged 116
		SP:Iteration 89Q (11159.310000 sec): 3 clusters
  Score: Raw -6153972.413866 + Penalty 3520.863043 = -6150451.550823
  nChanged 119
		SP:Iteration 90Q (11159.800000 sec): 3 clusters
  Score: Raw -6153990.523769 + Penalty 3520.863043 = -6150469.660726
  nChanged 114
		SP:Iteration 91Q (11160.270000 sec): 3 clusters
  Score: Raw -6154006.275645 + Penalty 3520.863043 = -6150485.412602
  nChanged 116
		SP:Iteration 92Q (11160.720000 sec): 3 clusters
  Score: Raw -6154022.838128 + Penalty 3520.863043 = -6150501.975085
  nChanged 118
		SP:Iteration 93Q (11161.240000 sec): 3 clusters
  Score: Raw -6154039.733741 + Penalty 3520.863043 = -6150518.870699
  nChanged 106
		SP:Iteration 94Q (11161.680000 sec): 3 clusters
  Score: Raw -6154053.877399 + Penalty 3520.863043 = -6150533.014356
  nChanged 102
		SP:Iteration 95Q (11162.110000 sec): 3 clusters
  Score: Raw -6154066.996724 + Penalty 3520.863043 = -6150546.133681
  nChanged 100
		SP:Iteration 96Q (11162.610000 sec): 3 clusters
  Score: Raw -6154078.756489 + Penalty 3520.863043 = -6150557.893446
  nChanged 94
		SP:Iteration 97Q (11163.080000 sec): 3 clusters
  Score: Raw -6154088.958300 + Penalty 3520.863043 = -6150568.095258
  nChanged 93
		SP:Iteration 98Q (11163.550000 sec): 3 clusters
  Score: Raw -6154099.942493 + Penalty 3520.863043 = -6150579.079451
  nChanged 83
		SP:Iteration 99Q (11164.010000 sec): 3 clusters
  Score: Raw -6154109.331796 + Penalty 3520.863043 = -6150588.468753
  nChanged 84
		SP:Iteration 100F (11164.540000 sec): 3 clusters
  Score: Raw -6154117.922545 + Penalty 3520.863043 = -6150597.059502
  nChanged 76
		SP:Iteration 101Q (11164.990000 sec): 3 clusters
  Score: Raw -6154124.646611 + Penalty 3520.863043 = -6150603.783568
  nChanged 66
		SP:Iteration 102Q (11165.390000 sec): 3 clusters
  Score: Raw -6154130.690783 + Penalty 3520.863043 = -6150609.827741
  nChanged 45
		SP:Iteration 103Q (11165.830000 sec): 3 clusters
  Score: Raw -6154133.478933 + Penalty 3520.863043 = -6150612.615891
  nChanged 40
		SP:Iteration 104Q (11166.260000 sec): 3 clusters
  Score: Raw -6154136.208043 + Penalty 3520.863043 = -6150615.345000
  nChanged 40
		SP:Iteration 105Q (11166.750000 sec): 3 clusters
  Score: Raw -6154138.582054 + Penalty 3520.863043 = -6150617.719012
  nChanged 30
		SP:Iteration 106Q (11167.180000 sec): 3 clusters
  Score: Raw -6154140.796269 + Penalty 3520.863043 = -6150619.933227
  nChanged 40
		SP:Iteration 107Q (11167.620000 sec): 3 clusters
  Score: Raw -6154143.634760 + Penalty 3520.863043 = -6150622.771717
  nChanged 35
		SP:Iteration 108Q (11168.140000 sec): 3 clusters
  Score: Raw -6154145.483647 + Penalty 3520.863043 = -6150624.620604
  nChanged 29
		SP:Iteration 109Q (11168.520000 sec): 3 clusters
  Score: Raw -6154147.106893 + Penalty 3520.863043 = -6150626.243850
  nChanged 24
		SP:Iteration 110Q (11169.000000 sec): 3 clusters
  Score: Raw -6154149.233649 + Penalty 3520.863043 = -6150628.370606
  nChanged 39
		SP:Iteration 111Q (11169.470000 sec): 3 clusters
  Score: Raw -6154152.440423 + Penalty 3520.863043 = -6150631.577381
  nChanged 33
		SP:Iteration 112Q (11169.900000 sec): 3 clusters
  Score: Raw -6154154.419357 + Penalty 3520.863043 = -6150633.556314
  nChanged 22
		SP:Iteration 113Q (11170.390000 sec): 3 clusters
  Score: Raw -6154155.593734 + Penalty 3520.863043 = -6150634.730692
  nChanged 15
		SP:Iteration 114Q (11170.850000 sec): 3 clusters
  Score: Raw -6154156.283691 + Penalty 3520.863043 = -6150635.420649
  nChanged 13
		SP:Iteration 115Q (11171.320000 sec): 3 clusters
  Score: Raw -6154156.740599 + Penalty 3520.863043 = -6150635.877557
  nChanged 7
		SP:Iteration 116Q (11171.730000 sec): 3 clusters
  Score: Raw -6154157.101776 + Penalty 3520.863043 = -6150636.238733
  nChanged 8
		SP:Iteration 117Q (11172.240000 sec): 3 clusters
  Score: Raw -6154157.465973 + Penalty 3520.863043 = -6150636.602930
  nChanged 5
		SP:Iteration 118Q (11172.720000 sec): 3 clusters
  Score: Raw -6154157.768790 + Penalty 3520.863043 = -6150636.905748
  nChanged 9
		SP:Iteration 119Q (11173.210000 sec): 3 clusters
  Score: Raw -6154158.129379 + Penalty 3520.863043 = -6150637.266336
  nChanged 6
		SP:Iteration 120F (11173.710000 sec): 3 clusters
  Score: Raw -6154158.295567 + Penalty 3520.863043 = -6150637.432524
  nChanged 4
		SP:Iteration 121Q (11174.160000 sec): 3 clusters
  Score: Raw -6154158.437205 + Penalty 3520.863043 = -6150637.574163
  nChanged 6
		SP:Iteration 122Q (11174.680000 sec): 3 clusters
  Score: Raw -6154158.623820 + Penalty 3520.863043 = -6150637.760777
  nChanged 5
		SP:Iteration 123Q (11175.100000 sec): 3 clusters
  Score: Raw -6154158.793622 + Penalty 3520.863043 = -6150637.930580
  nChanged 3
		SP:Iteration 124Q (11175.600000 sec): 3 clusters
  Score: Raw -6154158.911101 + Penalty 3520.863043 = -6150638.048058
  nChanged 3
		SP:Iteration 125Q (11176.040000 sec): 3 clusters
  Score: Raw -6154159.058651 + Penalty 3520.863043 = -6150638.195608
  nChanged 3
		SP:Iteration 126Q (11176.520000 sec): 3 clusters
  Score: Raw -6154159.226502 + Penalty 3520.863043 = -6150638.363460
  nChanged 5
		SP:Iteration 127Q (11176.970000 sec): 3 clusters
  Score: Raw -6154159.444694 + Penalty 3520.863043 = -6150638.581651
  nChanged 8
		SP:Iteration 128Q (11177.490000 sec): 3 clusters
  Score: Raw -6154159.771901 + Penalty 3520.863043 = -6150638.908858
  nChanged 6
		SP:Iteration 129Q (11177.890000 sec): 3 clusters
  Score: Raw -6154160.007052 + Penalty 3520.863043 = -6150639.144009
  nChanged 5
		SP:Iteration 130Q (11178.350000 sec): 3 clusters
  Score: Raw -6154160.239496 + Penalty 3520.863043 = -6150639.376453
  nChanged 9
		SP:Iteration 131Q (11178.760000 sec): 3 clusters
  Score: Raw -6154160.657546 + Penalty 3520.863043 = -6150639.794504
  nChanged 11
		SP:Iteration 132Q (11179.210000 sec): 3 clusters
  Score: Raw -6154161.213673 + Penalty 3520.863043 = -6150640.350630
  nChanged 15
		SP:Iteration 133Q (11179.730000 sec): 3 clusters
  Score: Raw -6154162.232984 + Penalty 3520.863043 = -6150641.369941
  nChanged 20
		SP:Iteration 134Q (11180.180000 sec): 3 clusters
  Score: Raw -6154163.419299 + Penalty 3520.863043 = -6150642.556257
  nChanged 16
		SP:Iteration 135Q (11180.620000 sec): 3 clusters
  Score: Raw -6154164.282412 + Penalty 3520.863043 = -6150643.419370
  nChanged 10
		SP:Iteration 136Q (11181.150000 sec): 3 clusters
  Score: Raw -6154164.727490 + Penalty 3520.863043 = -6150643.864448
  nChanged 12
		SP:Iteration 137Q (11181.590000 sec): 3 clusters
  Score: Raw -6154165.295097 + Penalty 3520.863043 = -6150644.432055
  nChanged 7
		SP:Iteration 138Q (11182.110000 sec): 3 clusters
  Score: Raw -6154165.645693 + Penalty 3520.863043 = -6150644.782650
  nChanged 14
		SP:Iteration 139Q (11182.610000 sec): 3 clusters
  Score: Raw -6154166.309628 + Penalty 3520.863043 = -6150645.446585
  nChanged 18
		SP:Iteration 140F (11183.140000 sec): 3 clusters
  Score: Raw -6154166.958433 + Penalty 3520.863043 = -6150646.095391
  nChanged 11
		SP:Iteration 141Q (11183.640000 sec): 3 clusters
  Score: Raw -6154167.368765 + Penalty 3520.863043 = -6150646.505723
  nChanged 5
		SP:Iteration 142Q (11184.130000 sec): 3 clusters
  Score: Raw -6154167.589976 + Penalty 3520.863043 = -6150646.726933
  nChanged 6
		SP:Iteration 143Q (11184.630000 sec): 3 clusters
  Score: Raw -6154167.833023 + Penalty 3520.863043 = -6150646.969980
  nChanged 7
		SP:Iteration 144Q (11185.130000 sec): 3 clusters
  Score: Raw -6154168.111598 + Penalty 3520.863043 = -6150647.248555
  nChanged 8
		SP:Iteration 145Q (11185.620000 sec): 3 clusters
  Score: Raw -6154168.622480 + Penalty 3520.863043 = -6150647.759437
  nChanged 10
		SP:Iteration 146Q (11186.120000 sec): 3 clusters
  Score: Raw -6154169.062670 + Penalty 3520.863043 = -6150648.199628
  nChanged 10
		SP:Iteration 147Q (11186.620000 sec): 3 clusters
  Score: Raw -6154169.512811 + Penalty 3520.863043 = -6150648.649768
  nChanged 8
		SP:Iteration 148Q (11187.070000 sec): 3 clusters
  Score: Raw -6154169.813933 + Penalty 3520.863043 = -6150648.950890
  nChanged 8
		SP:Iteration 149Q (11187.550000 sec): 3 clusters
  Score: Raw -6154170.113927 + Penalty 3520.863043 = -6150649.250884
  nChanged 6
		SP:Iteration 150Q (11188.000000 sec): 3 clusters
  Score: Raw -6154170.327081 + Penalty 3520.863043 = -6150649.464039
  nChanged 1
		SP:Iteration 151Q (11188.430000 sec): 3 clusters
  Score: Raw -6154170.370089 + Penalty 3520.863043 = -6150649.507047
  nChanged 1
		SP:Iteration 152Q (11188.990000 sec): 3 clusters
  Score: Raw -6154170.410913 + Penalty 3520.863043 = -6150649.547870
  nChanged 2
		SP:Iteration 153Q (11189.500000 sec): 3 clusters
  Score: Raw -6154170.499491 + Penalty 3520.863043 = -6150649.636449
  nChanged 4
		SP:Iteration 154Q (11189.980000 sec): 3 clusters
  Score: Raw -6154170.754171 + Penalty 3520.863043 = -6150649.891128
  nChanged 2
		SP:Iteration 155Q (11190.400000 sec): 3 clusters
  Score: Raw -6154170.826381 + Penalty 3520.863043 = -6150649.963339
  nChanged 1
		SP:Iteration 156Q (11190.930000 sec): 3 clusters
  Score: Raw -6154170.836186 + Penalty 3520.863043 = -6150649.973143
  nChanged 0
		SP:Iteration 157F (11191.370000 sec): 3 clusters
  Score: Raw -6154170.836186 + Penalty 3520.863043 = -6150649.973143
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 57.
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 15 (1696 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (11191.570000 sec): 2 clusters
  Score: Raw -188906.006216 + Penalty 1208.354520 = -187697.651696
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (11191.740000 sec): 3 clusters
  Score: Raw -188233.709198 + Penalty 2416.709040 = -185817.000157
  nChanged 582
		SP:Iteration 1F (11191.910000 sec): 3 clusters
  Score: Raw -188693.339486 + Penalty 2416.709040 = -186276.630446
  nChanged 152
		SP:Iteration 2F (11192.050000 sec): 3 clusters
  Score: Raw -188829.359236 + Penalty 2416.709040 = -186412.650196
  nChanged 101
		SP:Iteration 3F (11192.220000 sec): 3 clusters
  Score: Raw -188951.288984 + Penalty 2416.709040 = -186534.579944
  nChanged 91
		SP:Iteration 4F (11192.370000 sec): 3 clusters
  Score: Raw -189076.669155 + Penalty 2416.709040 = -186659.960115
  nChanged 92
		SP:Iteration 5F (11192.500000 sec): 3 clusters
  Score: Raw -189215.560332 + Penalty 2416.709040 = -186798.851292
  nChanged 73
		SP:Iteration 6Q (11192.670000 sec): 3 clusters
  Score: Raw -189329.809553 + Penalty 2416.709040 = -186913.100512
  nChanged 74
		SP:Iteration 7Q (11192.810000 sec): 3 clusters
  Score: Raw -189445.703215 + Penalty 2416.709040 = -187028.994175
  nChanged 66
		SP:Iteration 8Q (11192.920000 sec): 3 clusters
  Score: Raw -189535.003580 + Penalty 2416.709040 = -187118.294540
  nChanged 56
		SP:Iteration 9Q (11193.080000 sec): 3 clusters
  Score: Raw -189591.572950 + Penalty 2416.709040 = -187174.863910
  nChanged 41
		SP:Iteration 10Q (11193.220000 sec): 3 clusters
  Score: Raw -189653.821457 + Penalty 2416.709040 = -187237.112417
  nChanged 24
		SP:Iteration 11Q (11193.350000 sec): 3 clusters
  Score: Raw -189692.606716 + Penalty 2416.709040 = -187275.897675
  nChanged 21
		SP:Iteration 12Q (11193.490000 sec): 3 clusters
  Score: Raw -189721.306315 + Penalty 2416.709040 = -187304.597274
  nChanged 18
		SP:Iteration 13Q (11193.730000 sec): 3 clusters
  Score: Raw -189745.821336 + Penalty 2416.709040 = -187329.112296
  nChanged 14
		SP:Iteration 14Q (11193.900000 sec): 3 clusters
  Score: Raw -189769.314818 + Penalty 2416.709040 = -187352.605777
  nChanged 11
		SP:Iteration 15Q (11193.990000 sec): 3 clusters
  Score: Raw -189775.968763 + Penalty 2416.709040 = -187359.259723
  nChanged 9
		SP:Iteration 16Q (11194.140000 sec): 3 clusters
  Score: Raw -189785.715846 + Penalty 2416.709040 = -187369.006806
  nChanged 6
		SP:Iteration 17Q (11194.270000 sec): 3 clusters
  Score: Raw -189789.884834 + Penalty 2416.709040 = -187373.175794
  nChanged 3
		SP:Iteration 18Q (11194.410000 sec): 3 clusters
  Score: Raw -189790.849586 + Penalty 2416.709040 = -187374.140545
  nChanged 2
		SP:Iteration 19Q (11194.580000 sec): 3 clusters
  Score: Raw -189791.558522 + Penalty 2416.709040 = -187374.849481
  nChanged 2
		SP:Iteration 20F (11194.750000 sec): 3 clusters
  Score: Raw -189794.112560 + Penalty 2416.709040 = -187377.403520
  nChanged 1
		SP:Iteration 21Q (11194.960000 sec): 3 clusters
  Score: Raw -189794.290296 + Penalty 2416.709040 = -187377.581255
  nChanged 0
		SP:Iteration 22F (11195.130000 sec): 3 clusters
  Score: Raw -189794.290296 + Penalty 2416.709040 = -187377.581255
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 16 (684 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (11195.240000 sec): 2 clusters
  Score: Raw -77295.075368 + Penalty 1060.793162 = -76234.282206
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (11195.400000 sec): 3 clusters
  Score: Raw -77142.894640 + Penalty 2121.586323 = -75021.308317
  nChanged 201
		SP:Iteration 1F (11195.580000 sec): 3 clusters
  Score: Raw -77507.087478 + Penalty 2121.586323 = -75385.501155
  nChanged 71
		SP:Iteration 2F (11195.690000 sec): 3 clusters
  Score: Raw -77630.579382 + Penalty 2121.586323 = -75508.993058
  nChanged 40
		SP:Iteration 3F (11195.860000 sec): 3 clusters
  Score: Raw -77723.575330 + Penalty 2121.586323 = -75601.989007
  nChanged 30
		SP:Iteration 4Q (11196.030000 sec): 3 clusters
  Score: Raw -77783.323558 + Penalty 2121.586323 = -75661.737235
  nChanged 18
		SP:Iteration 5Q (11196.120000 sec): 3 clusters
  Score: Raw -77824.365078 + Penalty 2121.586323 = -75702.778755
  nChanged 16
		SP:Iteration 6Q (11196.310000 sec): 3 clusters
  Score: Raw -77853.824977 + Penalty 2121.586323 = -75732.238653
  nChanged 9
		SP:Iteration 7Q (11196.460000 sec): 3 clusters
  Score: Raw -77868.312597 + Penalty 2121.586323 = -75746.726273
  nChanged 9
		SP:Iteration 8Q (11196.560000 sec): 3 clusters
  Score: Raw -77883.994569 + Penalty 2121.586323 = -75762.408245
  nChanged 6
		SP:Iteration 9Q (11196.710000 sec): 3 clusters
  Score: Raw -77891.347061 + Penalty 2121.586323 = -75769.760738
  nChanged 3
		SP:Iteration 10Q (11196.900000 sec): 3 clusters
  Score: Raw -77898.703361 + Penalty 2121.586323 = -75777.117038
  nChanged 3
		SP:Iteration 11Q (11197.020000 sec): 3 clusters
  Score: Raw -77905.647775 + Penalty 2121.586323 = -75784.061452
  nChanged 3
		SP:Iteration 12Q (11197.250000 sec): 3 clusters
  Score: Raw -77914.385757 + Penalty 2121.586323 = -75792.799434
  nChanged 2
		SP:Iteration 13Q (11197.510000 sec): 3 clusters
  Score: Raw -77916.413194 + Penalty 2121.586323 = -75794.826871
  nChanged 1
		SP:Iteration 14Q (11197.740000 sec): 3 clusters
  Score: Raw -77917.576193 + Penalty 2121.586323 = -75795.989870
  nChanged 1
		SP:Iteration 15Q (11197.930000 sec): 3 clusters
  Score: Raw -77918.306006 + Penalty 2121.586323 = -75796.719683
  nChanged 0
		SP:Iteration 16F (11198.140000 sec): 3 clusters
  Score: Raw -77918.306006 + Penalty 2121.586323 = -75796.719683
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 17 (435 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (11198.270000 sec): 2 clusters
  Score: Raw -29525.155268 + Penalty 987.243730 = -28537.911538
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (11198.410000 sec): 3 clusters
  Score: Raw -29492.665517 + Penalty 1974.487460 = -27518.178057
  nChanged 122
		SP:Iteration 1F (11198.550000 sec): 3 clusters
  Score: Raw -29803.925053 + Penalty 1974.487460 = -27829.437593
  nChanged 37
		SP:Iteration 2F (11198.670000 sec): 3 clusters
  Score: Raw -29968.071512 + Penalty 1974.487460 = -27993.584052
  nChanged 17
		SP:Iteration 3Q (11198.760000 sec): 3 clusters
  Score: Raw -30021.624533 + Penalty 1974.487460 = -28047.137072
  nChanged 15
		SP:Iteration 4Q (11198.910000 sec): 3 clusters
  Score: Raw -30079.729135 + Penalty 1974.487460 = -28105.241675
  nChanged 14
		SP:Iteration 5Q (11199.090000 sec): 3 clusters
  Score: Raw -30136.656041 + Penalty 1974.487460 = -28162.168581
  nChanged 13
		SP:Iteration 6Q (11199.230000 sec): 3 clusters
  Score: Raw -30189.277452 + Penalty 1974.487460 = -28214.789992
  nChanged 6
		SP:Iteration 7Q (11199.430000 sec): 3 clusters
  Score: Raw -30203.693409 + Penalty 1974.487460 = -28229.205949
  nChanged 2
		SP:Iteration 8Q (11199.620000 sec): 3 clusters
  Score: Raw -30209.852739 + Penalty 1974.487460 = -28235.365279
  nChanged 2
		SP:Iteration 9Q (11199.830000 sec): 3 clusters
  Score: Raw -30216.138263 + Penalty 1974.487460 = -28241.650803
  nChanged 1
		SP:Iteration 10Q (11199.960000 sec): 3 clusters
  Score: Raw -30217.280861 + Penalty 1974.487460 = -28242.793400
  nChanged 1
		SP:Iteration 11Q (11200.050000 sec): 3 clusters
  Score: Raw -30220.540532 + Penalty 1974.487460 = -28246.053072
  nChanged 1
		SP:Iteration 12Q (11200.160000 sec): 3 clusters
  Score: Raw -30223.187259 + Penalty 1974.487460 = -28248.699798
  nChanged 1
		SP:Iteration 13Q (11200.270000 sec): 3 clusters
  Score: Raw -30224.728229 + Penalty 1974.487460 = -28250.240769
  nChanged 0
		SP:Iteration 14F (11200.390000 sec): 3 clusters
  Score: Raw -30224.728229 + Penalty 1974.487460 = -28250.240769
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 18 (2858 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (11200.520000 sec): 2 clusters
  Score: Raw -347477.544018 + Penalty 1293.155071 = -346184.388948
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (11200.700000 sec): 3 clusters
  Score: Raw -346157.426397 + Penalty 2586.310142 = -343571.116255
  nChanged 1055
		SP:Iteration 1F (11200.820000 sec): 3 clusters
  Score: Raw -346778.307192 + Penalty 2586.310142 = -344191.997051
  nChanged 206
		SP:Iteration 2F (11200.960000 sec): 3 clusters
  Score: Raw -346917.555562 + Penalty 2586.310142 = -344331.245421
  nChanged 149
		SP:Iteration 3F (11201.120000 sec): 3 clusters
  Score: Raw -347009.725945 + Penalty 2586.310142 = -344423.415803
  nChanged 114
		SP:Iteration 4Q (11201.270000 sec): 3 clusters
  Score: Raw -347078.204685 + Penalty 2586.310142 = -344491.894544
  nChanged 93
		SP:Iteration 5Q (11201.490000 sec): 3 clusters
  Score: Raw -347131.700159 + Penalty 2586.310142 = -344545.390017
  nChanged 82
		SP:Iteration 6Q (11201.700000 sec): 3 clusters
  Score: Raw -347186.033484 + Penalty 2586.310142 = -344599.723343
  nChanged 79
		SP:Iteration 7Q (11201.870000 sec): 3 clusters
  Score: Raw -347245.139492 + Penalty 2586.310142 = -344658.829350
  nChanged 94
		SP:Iteration 8Q (11202.070000 sec): 3 clusters
  Score: Raw -347322.760074 + Penalty 2586.310142 = -344736.449932
  nChanged 86
		SP:Iteration 9Q (11202.320000 sec): 3 clusters
  Score: Raw -347397.286470 + Penalty 2586.310142 = -344810.976328
  nChanged 93
		SP:Iteration 10Q (11202.470000 sec): 3 clusters
  Score: Raw -347487.287649 + Penalty 2586.310142 = -344900.977508
  nChanged 92
		SP:Iteration 11Q (11202.630000 sec): 3 clusters
  Score: Raw -347584.403272 + Penalty 2586.310142 = -344998.093131
  nChanged 93
		SP:Iteration 12Q (11202.780000 sec): 3 clusters
  Score: Raw -347703.282239 + Penalty 2586.310142 = -345116.972097
  nChanged 101
		SP:Iteration 13Q (11202.970000 sec): 3 clusters
  Score: Raw -347795.204724 + Penalty 2586.310142 = -345208.894582
  nChanged 76
		SP:Iteration 14Q (11203.150000 sec): 3 clusters
  Score: Raw -347852.649897 + Penalty 2586.310142 = -345266.339756
  nChanged 50
		SP:Iteration 15Q (11203.370000 sec): 3 clusters
  Score: Raw -347886.304550 + Penalty 2586.310142 = -345299.994408
  nChanged 42
		SP:Iteration 16Q (11203.550000 sec): 3 clusters
  Score: Raw -347917.838174 + Penalty 2586.310142 = -345331.528032
  nChanged 39
		SP:Iteration 17Q (11203.740000 sec): 3 clusters
  Score: Raw -347951.421521 + Penalty 2586.310142 = -345365.111380
  nChanged 49
		SP:Iteration 18Q (11203.900000 sec): 3 clusters
  Score: Raw -347999.202995 + Penalty 2586.310142 = -345412.892853
  nChanged 47
		SP:Iteration 19Q (11204.150000 sec): 3 clusters
  Score: Raw -348058.415099 + Penalty 2586.310142 = -345472.104957
  nChanged 54
		SP:Iteration 20F (11204.360000 sec): 3 clusters
  Score: Raw -348151.672083 + Penalty 2586.310142 = -345565.361942
  nChanged 47
		SP:Iteration 21Q (11204.620000 sec): 3 clusters
  Score: Raw -348244.107485 + Penalty 2586.310142 = -345657.797344
  nChanged 36
		SP:Iteration 22Q (11204.810000 sec): 3 clusters
  Score: Raw -348308.533901 + Penalty 2586.310142 = -345722.223759
  nChanged 21
		SP:Iteration 23Q (11205.030000 sec): 3 clusters
  Score: Raw -348332.111642 + Penalty 2586.310142 = -345745.801500
  nChanged 13
		SP:Iteration 24Q (11205.250000 sec): 3 clusters
  Score: Raw -348342.324296 + Penalty 2586.310142 = -345756.014154
  nChanged 9
		SP:Iteration 25Q (11205.430000 sec): 3 clusters
  Score: Raw -348348.799532 + Penalty 2586.310142 = -345762.489391
  nChanged 6
		SP:Iteration 26Q (11205.550000 sec): 3 clusters
  Score: Raw -348352.807994 + Penalty 2586.310142 = -345766.497853
  nChanged 3
		SP:Iteration 27Q (11205.710000 sec): 3 clusters
  Score: Raw -348354.022686 + Penalty 2586.310142 = -345767.712544
  nChanged 3
		SP:Iteration 28Q (11205.830000 sec): 3 clusters
  Score: Raw -348355.219618 + Penalty 2586.310142 = -345768.909477
  nChanged 1
		SP:Iteration 29Q (11206.030000 sec): 3 clusters
  Score: Raw -348355.623216 + Penalty 2586.310142 = -345769.313074
  nChanged 0
		SP:Iteration 30F (11206.150000 sec): 3 clusters
  Score: Raw -348355.623216 + Penalty 2586.310142 = -345769.313074
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 19 (1918 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (11206.230000 sec): 2 clusters
  Score: Raw -236910.373472 + Penalty 1228.343717 = -235682.029756
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (11206.390000 sec): 3 clusters
  Score: Raw -236098.247978 + Penalty 2456.687433 = -233641.560545
  nChanged 673
		SP:Iteration 1F (11206.530000 sec): 3 clusters
  Score: Raw -236542.726584 + Penalty 2456.687433 = -234086.039151
  nChanged 154
		SP:Iteration 2F (11206.700000 sec): 3 clusters
  Score: Raw -236647.030446 + Penalty 2456.687433 = -234190.343013
  nChanged 74
		SP:Iteration 3Q (11206.840000 sec): 3 clusters
  Score: Raw -236690.416271 + Penalty 2456.687433 = -234233.728838
  nChanged 55
		SP:Iteration 4Q (11207.010000 sec): 3 clusters
  Score: Raw -236721.442223 + Penalty 2456.687433 = -234264.754790
  nChanged 35
		SP:Iteration 5Q (11207.200000 sec): 3 clusters
  Score: Raw -236741.903564 + Penalty 2456.687433 = -234285.216131
  nChanged 27
		SP:Iteration 6Q (11207.350000 sec): 3 clusters
  Score: Raw -236753.010223 + Penalty 2456.687433 = -234296.322790
  nChanged 22
		SP:Iteration 7Q (11207.480000 sec): 3 clusters
  Score: Raw -236763.829043 + Penalty 2456.687433 = -234307.141610
  nChanged 19
		SP:Iteration 8Q (11207.670000 sec): 3 clusters
  Score: Raw -236772.164600 + Penalty 2456.687433 = -234315.477167
  nChanged 9
		SP:Iteration 9Q (11207.810000 sec): 3 clusters
  Score: Raw -236778.692326 + Penalty 2456.687433 = -234322.004893
  nChanged 12
		SP:Iteration 10Q (11207.930000 sec): 3 clusters
  Score: Raw -236784.511871 + Penalty 2456.687433 = -234327.824438
  nChanged 7
		SP:Iteration 11Q (11208.070000 sec): 3 clusters
  Score: Raw -236787.833921 + Penalty 2456.687433 = -234331.146488
  nChanged 5
		SP:Iteration 12Q (11208.250000 sec): 3 clusters
  Score: Raw -236790.376229 + Penalty 2456.687433 = -234333.688796
  nChanged 10
		SP:Iteration 13Q (11208.380000 sec): 3 clusters
  Score: Raw -236794.226006 + Penalty 2456.687433 = -234337.538573
  nChanged 6
		SP:Iteration 14Q (11208.510000 sec): 3 clusters
  Score: Raw -236796.641279 + Penalty 2456.687433 = -234339.953846
  nChanged 5
		SP:Iteration 15Q (11208.640000 sec): 3 clusters
  Score: Raw -236798.918400 + Penalty 2456.687433 = -234342.230967
  nChanged 2
		SP:Iteration 16Q (11208.770000 sec): 3 clusters
  Score: Raw -236799.451007 + Penalty 2456.687433 = -234342.763574
  nChanged 3
		SP:Iteration 17Q (11208.950000 sec): 3 clusters
  Score: Raw -236800.666546 + Penalty 2456.687433 = -234343.979113
  nChanged 3
		SP:Iteration 18Q (11209.090000 sec): 3 clusters
  Score: Raw -236802.248009 + Penalty 2456.687433 = -234345.560576
  nChanged 6
		SP:Iteration 19Q (11209.300000 sec): 3 clusters
  Score: Raw -236805.098574 + Penalty 2456.687433 = -234348.411141
  nChanged 9
		SP:Iteration 20F (11209.440000 sec): 3 clusters
  Score: Raw -236810.703716 + Penalty 2456.687433 = -234354.016283
  nChanged 7
		SP:Iteration 21Q (11209.580000 sec): 3 clusters
  Score: Raw -236815.485354 + Penalty 2456.687433 = -234358.797921
  nChanged 10
		SP:Iteration 22Q (11209.670000 sec): 3 clusters
  Score: Raw -236819.744858 + Penalty 2456.687433 = -234363.057425
  nChanged 6
		SP:Iteration 23Q (11209.810000 sec): 3 clusters
  Score: Raw -236822.252734 + Penalty 2456.687433 = -234365.565301
  nChanged 4
		SP:Iteration 24Q (11209.990000 sec): 3 clusters
  Score: Raw -236824.239321 + Penalty 2456.687433 = -234367.551888
  nChanged 5
		SP:Iteration 25Q (11210.110000 sec): 3 clusters
  Score: Raw -236828.419940 + Penalty 2456.687433 = -234371.732507
  nChanged 9
		SP:Iteration 26Q (11210.290000 sec): 3 clusters
  Score: Raw -236831.706737 + Penalty 2456.687433 = -234375.019304
  nChanged 7
		SP:Iteration 27Q (11210.480000 sec): 3 clusters
  Score: Raw -236833.488158 + Penalty 2456.687433 = -234376.800725
  nChanged 3
		SP:Iteration 28Q (11210.630000 sec): 3 clusters
  Score: Raw -236834.872858 + Penalty 2456.687433 = -234378.185425
  nChanged 0
		SP:Iteration 29F (11210.810000 sec): 3 clusters
  Score: Raw -236834.872858 + Penalty 2456.687433 = -234378.185425
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 20 (196831 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (11211.900000 sec): 2 clusters
  Score: Raw -23677082.053196 + Penalty 1980.891375 = -23675101.161821
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (11213.210000 sec): 3 clusters
  Score: Raw -23546934.216388 + Penalty 3961.782751 = -23542972.433638
  nChanged 95409
		SP:Iteration 1F (11214.410000 sec): 3 clusters
  Score: Raw -23604153.614706 + Penalty 3961.782751 = -23600191.831955
  nChanged 7589
		SP:Iteration 2Q (11215.790000 sec): 3 clusters
  Score: Raw -23606786.335676 + Penalty 3961.782751 = -23602824.552925
  nChanged 9692
		SP:Iteration 3Q (11217.250000 sec): 3 clusters
  Score: Raw -23611060.167075 + Penalty 3961.782751 = -23607098.384324
  nChanged 12081
		SP:Iteration 4F (11218.640000 sec): 3 clusters
  Score: Raw -23617402.990796 + Penalty 3961.782751 = -23613441.208046
  nChanged 13690
		SP:Iteration 5F (11220.230000 sec): 3 clusters
  Score: Raw -23625170.858395 + Penalty 3961.782751 = -23621209.075644
  nChanged 13722
		SP:Iteration 6F (11221.770000 sec): 3 clusters
  Score: Raw -23633247.457022 + Penalty 3961.782751 = -23629285.674271
  nChanged 12745
		SP:Iteration 7F (11223.030000 sec): 3 clusters
  Score: Raw -23641057.931478 + Penalty 3961.782751 = -23637096.148727
  nChanged 11209
		SP:Iteration 8F (11224.220000 sec): 3 clusters
  Score: Raw -23648161.355771 + Penalty 3961.782751 = -23644199.573020
  nChanged 9951
		SP:Iteration 9F (11225.440000 sec): 3 clusters
  Score: Raw -23654546.432594 + Penalty 3961.782751 = -23650584.649843
  nChanged 8759
		SP:Iteration 10Q (11226.770000 sec): 3 clusters
  Score: Raw -23660362.219921 + Penalty 3961.782751 = -23656400.437171
  nChanged 7539
		SP:Iteration 11Q (11228.090000 sec): 3 clusters
  Score: Raw -23665638.432782 + Penalty 3961.782751 = -23661676.650031
  nChanged 6054
		SP:Iteration 12Q (11229.510000 sec): 3 clusters
  Score: Raw -23670046.941555 + Penalty 3961.782751 = -23666085.158804
  nChanged 4351
		SP:Iteration 13Q (11230.820000 sec): 3 clusters
  Score: Raw -23673292.502198 + Penalty 3961.782751 = -23669330.719447
  nChanged 2755
		SP:Iteration 14Q (11231.990000 sec): 3 clusters
  Score: Raw -23675322.379965 + Penalty 3961.782751 = -23671360.597215
  nChanged 1547
		SP:Iteration 15Q (11233.160000 sec): 3 clusters
  Score: Raw -23676407.586071 + Penalty 3961.782751 = -23672445.803321
  nChanged 771
		SP:Iteration 16Q (11234.340000 sec): 3 clusters
  Score: Raw -23676928.562224 + Penalty 3961.782751 = -23672966.779473
  nChanged 391
		SP:Iteration 17Q (11235.460000 sec): 3 clusters
  Score: Raw -23677198.560992 + Penalty 3961.782751 = -23673236.778241
  nChanged 216
		SP:Iteration 18Q (11236.640000 sec): 3 clusters
  Score: Raw -23677342.336760 + Penalty 3961.782751 = -23673380.554009
  nChanged 109
		SP:Iteration 19Q (11237.910000 sec): 3 clusters
  Score: Raw -23677409.289150 + Penalty 3961.782751 = -23673447.506399
  nChanged 74
		SP:Iteration 20F (11239.200000 sec): 3 clusters
  Score: Raw -23677455.932321 + Penalty 3961.782751 = -23673494.149571
  nChanged 49
		SP:Iteration 21Q (11240.470000 sec): 3 clusters
  Score: Raw -23677480.512414 + Penalty 3961.782751 = -23673518.729664
  nChanged 20
		SP:Iteration 22Q (11241.640000 sec): 3 clusters
  Score: Raw -23677490.302573 + Penalty 3961.782751 = -23673528.519822
  nChanged 14
		SP:Iteration 23Q (11242.790000 sec): 3 clusters
  Score: Raw -23677495.083309 + Penalty 3961.782751 = -23673533.300558
  nChanged 12
		SP:Iteration 24Q (11243.910000 sec): 3 clusters
  Score: Raw -23677500.802028 + Penalty 3961.782751 = -23673539.019277
  nChanged 11
		SP:Iteration 25Q (11245.070000 sec): 3 clusters
  Score: Raw -23677507.782675 + Penalty 3961.782751 = -23673545.999924
  nChanged 16
		SP:Iteration 26Q (11246.240000 sec): 3 clusters
  Score: Raw -23677515.389545 + Penalty 3961.782751 = -23673553.606794
  nChanged 9
		SP:Iteration 27Q (11247.710000 sec): 3 clusters
  Score: Raw -23677520.315130 + Penalty 3961.782751 = -23673558.532379
  nChanged 8
		SP:Iteration 28Q (11249.160000 sec): 3 clusters
  Score: Raw -23677525.560360 + Penalty 3961.782751 = -23673563.777609
  nChanged 7
		SP:Iteration 29Q (11250.610000 sec): 3 clusters
  Score: Raw -23677527.935708 + Penalty 3961.782751 = -23673566.152958
  nChanged 4
		SP:Iteration 30Q (11251.730000 sec): 3 clusters
  Score: Raw -23677530.222733 + Penalty 3961.782751 = -23673568.439982
  nChanged 6
		SP:Iteration 31Q (11252.940000 sec): 3 clusters
  Score: Raw -23677533.160682 + Penalty 3961.782751 = -23673571.377931
  nChanged 5
		SP:Iteration 32Q (11254.120000 sec): 3 clusters
  Score: Raw -23677536.711017 + Penalty 3961.782751 = -23673574.928266
  nChanged 8
		SP:Iteration 33Q (11255.270000 sec): 3 clusters
  Score: Raw -23677542.207995 + Penalty 3961.782751 = -23673580.425244
  nChanged 8
		SP:Iteration 34Q (11256.450000 sec): 3 clusters
  Score: Raw -23677545.777710 + Penalty 3961.782751 = -23673583.994959
  nChanged 11
		SP:Iteration 35Q (11257.620000 sec): 3 clusters
  Score: Raw -23677549.628576 + Penalty 3961.782751 = -23673587.845826
  nChanged 10
		SP:Iteration 36Q (11258.790000 sec): 3 clusters
  Score: Raw -23677553.653899 + Penalty 3961.782751 = -23673591.871149
  nChanged 4
		SP:Iteration 37Q (11259.990000 sec): 3 clusters
  Score: Raw -23677555.626435 + Penalty 3961.782751 = -23673593.843684
  nChanged 2
		SP:Iteration 38Q (11261.120000 sec): 3 clusters
  Score: Raw -23677556.392848 + Penalty 3961.782751 = -23673594.610097
  nChanged 2
		SP:Iteration 39Q (11262.320000 sec): 3 clusters
  Score: Raw -23677557.076275 + Penalty 3961.782751 = -23673595.293525
  nChanged 2
		SP:Iteration 40F (11263.560000 sec): 3 clusters
  Score: Raw -23677557.619165 + Penalty 3961.782751 = -23673595.836414
  nChanged 2
		SP:Iteration 41Q (11264.710000 sec): 3 clusters
  Score: Raw -23677558.292203 + Penalty 3961.782751 = -23673596.509452
  nChanged 3
		SP:Iteration 42Q (11266.010000 sec): 3 clusters
  Score: Raw -23677559.571544 + Penalty 3961.782751 = -23673597.788794
  nChanged 1
		SP:Iteration 43Q (11267.230000 sec): 3 clusters
  Score: Raw -23677559.691521 + Penalty 3961.782751 = -23673597.908771
  nChanged 0
		SP:Iteration 44F (11268.570000 sec): 3 clusters
  Score: Raw -23677559.691521 + Penalty 3961.782751 = -23673597.908771
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 21 (585 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (11268.730000 sec): 2 clusters
  Score: Raw -24884.573500 + Penalty 1035.386925 = -23849.186575
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (11269.000000 sec): 3 clusters
  Score: Raw -24994.829926 + Penalty 2070.773850 = -22924.056075
  nChanged 174
		SP:Iteration 1F (11269.130000 sec): 3 clusters
  Score: Raw -25841.155970 + Penalty 2070.773850 = -23770.382119
  nChanged 60
		SP:Iteration 2F (11269.300000 sec): 3 clusters
  Score: Raw -26330.186992 + Penalty 2070.773850 = -24259.413142
  nChanged 32
		SP:Iteration 3F (11269.470000 sec): 3 clusters
  Score: Raw -26552.300136 + Penalty 2070.773850 = -24481.526286
  nChanged 29
		SP:Iteration 4Q (11269.640000 sec): 3 clusters
  Score: Raw -26830.755688 + Penalty 2070.773850 = -24759.981837
  nChanged 23
		SP:Iteration 5Q (11269.810000 sec): 3 clusters
  Score: Raw -27058.592711 + Penalty 2070.773850 = -24987.818861
  nChanged 11
		SP:Iteration 6Q (11269.980000 sec): 3 clusters
  Score: Raw -27130.371529 + Penalty 2070.773850 = -25059.597679
  nChanged 8
		SP:Iteration 7Q (11270.130000 sec): 3 clusters
  Score: Raw -27201.059048 + Penalty 2070.773850 = -25130.285198
  nChanged 8
		SP:Iteration 8Q (11270.340000 sec): 3 clusters
  Score: Raw -27323.838628 + Penalty 2070.773850 = -25253.064778
  nChanged 9
		SP:Iteration 9Q (11270.540000 sec): 3 clusters
  Score: Raw -27477.422932 + Penalty 2070.773850 = -25406.649082
  nChanged 6
		SP:Iteration 10Q (11270.740000 sec): 3 clusters
  Score: Raw -27604.976639 + Penalty 2070.773850 = -25534.202789
  nChanged 3
		SP:Iteration 11Q (11270.890000 sec): 3 clusters
  Score: Raw -27745.317009 + Penalty 2070.773850 = -25674.543159
  nChanged 2
		SP:Iteration 12Q (11271.030000 sec): 3 clusters
  Score: Raw -27793.500202 + Penalty 2070.773850 = -25722.726351
  nChanged 2
		SP:Iteration 13Q (11271.140000 sec): 3 clusters
  Score: Raw -27847.373766 + Penalty 2070.773850 = -25776.599916
  nChanged 1
		SP:Iteration 14Q (11271.340000 sec): 3 clusters
  Score: Raw -27873.231462 + Penalty 2070.773850 = -25802.457612
  nChanged 0
		SP:Iteration 15F (11271.470000 sec): 3 clusters
  Score: Raw -27900.255735 + Penalty 2070.773850 = -25829.481884
  nChanged 1
		SP:Iteration 16Q (11271.650000 sec): 3 clusters
  Score: Raw -27930.546523 + Penalty 2070.773850 = -25859.772673
  nChanged 1
		SP:Iteration 17Q (11271.810000 sec): 3 clusters
  Score: Raw -27962.154776 + Penalty 2070.773850 = -25891.380926
  nChanged 0
		SP:Iteration 18F (11271.990000 sec): 3 clusters
  Score: Raw -27962.154776 + Penalty 2070.773850 = -25891.380926
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 58.
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 22 (15688 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (11272.240000 sec): 2 clusters
  Score: Raw -1838295.967988 + Penalty 1569.855847 = -1836726.112141
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (11272.490000 sec): 3 clusters
  Score: Raw -1829148.878182 + Penalty 3139.711695 = -1826009.166488
  nChanged 6907
		SP:Iteration 1F (11272.800000 sec): 3 clusters
  Score: Raw -1833478.175648 + Penalty 3139.711695 = -1830338.463954
  nChanged 1213
		SP:Iteration 2F (11273.090000 sec): 3 clusters
  Score: Raw -1834351.014450 + Penalty 3139.711695 = -1831211.302756
  nChanged 1216
		SP:Iteration 3F (11273.390000 sec): 3 clusters
  Score: Raw -1835204.883839 + Penalty 3139.711695 = -1832065.172145
  nChanged 1131
		SP:Iteration 4F (11273.680000 sec): 3 clusters
  Score: Raw -1836005.090042 + Penalty 3139.711695 = -1832865.378347
  nChanged 1035
		SP:Iteration 5F (11274.030000 sec): 3 clusters
  Score: Raw -1836701.639215 + Penalty 3139.711695 = -1833561.927520
  nChanged 871
		SP:Iteration 6F (11274.290000 sec): 3 clusters
  Score: Raw -1837271.487061 + Penalty 3139.711695 = -1834131.775366
  nChanged 721
		SP:Iteration 7Q (11274.550000 sec): 3 clusters
  Score: Raw -1837703.296337 + Penalty 3139.711695 = -1834563.584642
  nChanged 559
		SP:Iteration 8Q (11274.870000 sec): 3 clusters
  Score: Raw -1838012.388337 + Penalty 3139.711695 = -1834872.676643
  nChanged 401
		SP:Iteration 9Q (11275.100000 sec): 3 clusters
  Score: Raw -1838210.750986 + Penalty 3139.711695 = -1835071.039291
  nChanged 335
		SP:Iteration 10Q (11275.380000 sec): 3 clusters
  Score: Raw -1838376.693129 + Penalty 3139.711695 = -1835236.981434
  nChanged 279
		SP:Iteration 11Q (11275.740000 sec): 3 clusters
  Score: Raw -1838489.682418 + Penalty 3139.711695 = -1835349.970723
  nChanged 207
		SP:Iteration 12Q (11275.990000 sec): 3 clusters
  Score: Raw -1838575.351331 + Penalty 3139.711695 = -1835435.639636
  nChanged 182
		SP:Iteration 13Q (11276.320000 sec): 3 clusters
  Score: Raw -1838658.130772 + Penalty 3139.711695 = -1835518.419077
  nChanged 160
		SP:Iteration 14Q (11276.580000 sec): 3 clusters
  Score: Raw -1838742.011755 + Penalty 3139.711695 = -1835602.300060
  nChanged 150
		SP:Iteration 15Q (11276.880000 sec): 3 clusters
  Score: Raw -1838817.926869 + Penalty 3139.711695 = -1835678.215174
  nChanged 144
		SP:Iteration 16Q (11277.080000 sec): 3 clusters
  Score: Raw -1838875.276806 + Penalty 3139.711695 = -1835735.565112
  nChanged 125
		SP:Iteration 17Q (11277.350000 sec): 3 clusters
  Score: Raw -1838923.483944 + Penalty 3139.711695 = -1835783.772250
  nChanged 131
		SP:Iteration 18Q (11277.600000 sec): 3 clusters
  Score: Raw -1838979.703957 + Penalty 3139.711695 = -1835839.992262
  nChanged 140
		SP:Iteration 19Q (11277.870000 sec): 3 clusters
  Score: Raw -1839028.500256 + Penalty 3139.711695 = -1835888.788562
  nChanged 99
		SP:Iteration 20F (11278.110000 sec): 3 clusters
  Score: Raw -1839066.370492 + Penalty 3139.711695 = -1835926.658798
  nChanged 84
		SP:Iteration 21Q (11278.360000 sec): 3 clusters
  Score: Raw -1839095.859135 + Penalty 3139.711695 = -1835956.147441
  nChanged 74
		SP:Iteration 22Q (11278.640000 sec): 3 clusters
  Score: Raw -1839121.512704 + Penalty 3139.711695 = -1835981.801010
  nChanged 69
		SP:Iteration 23Q (11278.920000 sec): 3 clusters
  Score: Raw -1839146.399887 + Penalty 3139.711695 = -1836006.688192
  nChanged 57
		SP:Iteration 24Q (11279.200000 sec): 3 clusters
  Score: Raw -1839165.163861 + Penalty 3139.711695 = -1836025.452166
  nChanged 43
		SP:Iteration 25Q (11279.450000 sec): 3 clusters
  Score: Raw -1839175.849993 + Penalty 3139.711695 = -1836036.138299
  nChanged 28
		SP:Iteration 26Q (11279.690000 sec): 3 clusters
  Score: Raw -1839181.452043 + Penalty 3139.711695 = -1836041.740349
  nChanged 31
		SP:Iteration 27Q (11279.950000 sec): 3 clusters
  Score: Raw -1839188.840595 + Penalty 3139.711695 = -1836049.128901
  nChanged 37
		SP:Iteration 28Q (11280.170000 sec): 3 clusters
  Score: Raw -1839197.734505 + Penalty 3139.711695 = -1836058.022811
  nChanged 32
		SP:Iteration 29Q (11280.370000 sec): 3 clusters
  Score: Raw -1839204.687594 + Penalty 3139.711695 = -1836064.975899
  nChanged 33
		SP:Iteration 30Q (11280.650000 sec): 3 clusters
  Score: Raw -1839211.766922 + Penalty 3139.711695 = -1836072.055227
  nChanged 28
		SP:Iteration 31Q (11280.910000 sec): 3 clusters
  Score: Raw -1839217.261256 + Penalty 3139.711695 = -1836077.549561
  nChanged 26
		SP:Iteration 32Q (11281.110000 sec): 3 clusters
  Score: Raw -1839224.191187 + Penalty 3139.711695 = -1836084.479493
  nChanged 31
		SP:Iteration 33Q (11281.330000 sec): 3 clusters
  Score: Raw -1839230.826013 + Penalty 3139.711695 = -1836091.114319
  nChanged 23
		SP:Iteration 34Q (11281.570000 sec): 3 clusters
  Score: Raw -1839236.817938 + Penalty 3139.711695 = -1836097.106243
  nChanged 26
		SP:Iteration 35Q (11281.840000 sec): 3 clusters
  Score: Raw -1839244.043021 + Penalty 3139.711695 = -1836104.331326
  nChanged 27
		SP:Iteration 36Q (11282.190000 sec): 3 clusters
  Score: Raw -1839251.747037 + Penalty 3139.711695 = -1836112.035342
  nChanged 26
		SP:Iteration 37Q (11282.500000 sec): 3 clusters
  Score: Raw -1839258.639205 + Penalty 3139.711695 = -1836118.927510
  nChanged 16
		SP:Iteration 38Q (11282.770000 sec): 3 clusters
  Score: Raw -1839261.821952 + Penalty 3139.711695 = -1836122.110257
  nChanged 16
		SP:Iteration 39Q (11283.010000 sec): 3 clusters
  Score: Raw -1839265.273964 + Penalty 3139.711695 = -1836125.562269
  nChanged 20
		SP:Iteration 40F (11283.280000 sec): 3 clusters
  Score: Raw -1839272.206505 + Penalty 3139.711695 = -1836132.494811
  nChanged 22
		SP:Iteration 41Q (11283.560000 sec): 3 clusters
  Score: Raw -1839278.801082 + Penalty 3139.711695 = -1836139.089388
  nChanged 24
		SP:Iteration 42Q (11283.850000 sec): 3 clusters
  Score: Raw -1839284.943283 + Penalty 3139.711695 = -1836145.231588
  nChanged 24
		SP:Iteration 43Q (11284.130000 sec): 3 clusters
  Score: Raw -1839292.500102 + Penalty 3139.711695 = -1836152.788408
  nChanged 26
		SP:Iteration 44Q (11284.370000 sec): 3 clusters
  Score: Raw -1839299.760034 + Penalty 3139.711695 = -1836160.048339
  nChanged 18
		SP:Iteration 45Q (11284.710000 sec): 3 clusters
  Score: Raw -1839304.431079 + Penalty 3139.711695 = -1836164.719384
  nChanged 16
		SP:Iteration 46Q (11284.910000 sec): 3 clusters
  Score: Raw -1839307.848347 + Penalty 3139.711695 = -1836168.136653
  nChanged 10
		SP:Iteration 47Q (11285.160000 sec): 3 clusters
  Score: Raw -1839310.876305 + Penalty 3139.711695 = -1836171.164610
  nChanged 11
		SP:Iteration 48Q (11285.400000 sec): 3 clusters
  Score: Raw -1839313.369855 + Penalty 3139.711695 = -1836173.658160
  nChanged 14
		SP:Iteration 49Q (11285.640000 sec): 3 clusters
  Score: Raw -1839317.002486 + Penalty 3139.711695 = -1836177.290791
  nChanged 16
		SP:Iteration 50Q (11285.910000 sec): 3 clusters
  Score: Raw -1839321.395294 + Penalty 3139.711695 = -1836181.683599
  nChanged 14
		SP:Iteration 51Q (11286.170000 sec): 3 clusters
  Score: Raw -1839324.202103 + Penalty 3139.711695 = -1836184.490408
  nChanged 15
		SP:Iteration 52Q (11286.390000 sec): 3 clusters
  Score: Raw -1839327.565840 + Penalty 3139.711695 = -1836187.854145
  nChanged 7
		SP:Iteration 53Q (11286.640000 sec): 3 clusters
  Score: Raw -1839328.736426 + Penalty 3139.711695 = -1836189.024732
  nChanged 8
		SP:Iteration 54Q (11286.890000 sec): 3 clusters
  Score: Raw -1839330.786701 + Penalty 3139.711695 = -1836191.075007
  nChanged 6
		SP:Iteration 55Q (11287.140000 sec): 3 clusters
  Score: Raw -1839331.934111 + Penalty 3139.711695 = -1836192.222416
  nChanged 2
		SP:Iteration 56Q (11287.400000 sec): 3 clusters
  Score: Raw -1839332.182152 + Penalty 3139.711695 = -1836192.470457
  nChanged 1
		SP:Iteration 57Q (11287.650000 sec): 3 clusters
  Score: Raw -1839332.378522 + Penalty 3139.711695 = -1836192.666828
  nChanged 0
		SP:Iteration 58F (11287.930000 sec): 3 clusters
  Score: Raw -1839332.378522 + Penalty 3139.711695 = -1836192.666828
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 23 (8060 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (11288.070000 sec): 2 clusters
  Score: Raw -974772.428050 + Penalty 1461.633686 = -973310.794365
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (11288.260000 sec): 3 clusters
  Score: Raw -970356.971177 + Penalty 2923.267372 = -967433.703805
  nChanged 3396
		SP:Iteration 1F (11288.440000 sec): 3 clusters
  Score: Raw -972283.169892 + Penalty 2923.267372 = -969359.902521
  nChanged 640
		SP:Iteration 2F (11288.620000 sec): 3 clusters
  Score: Raw -972775.150031 + Penalty 2923.267372 = -969851.882660
  nChanged 638
		SP:Iteration 3F (11288.800000 sec): 3 clusters
  Score: Raw -973348.281923 + Penalty 2923.267372 = -970425.014552
  nChanged 570
		SP:Iteration 4F (11288.980000 sec): 3 clusters
  Score: Raw -973955.622805 + Penalty 2923.267372 = -971032.355433
  nChanged 553
		SP:Iteration 5F (11289.210000 sec): 3 clusters
  Score: Raw -974801.929942 + Penalty 2923.267372 = -971878.662571
  nChanged 579
		SP:Iteration 6F (11289.400000 sec): 3 clusters
  Score: Raw -975820.774370 + Penalty 2923.267372 = -972897.506998
  nChanged 533
		SP:Iteration 7F (11289.630000 sec): 3 clusters
  Score: Raw -976470.316788 + Penalty 2923.267372 = -973547.049417
  nChanged 430
		SP:Iteration 8F (11289.860000 sec): 3 clusters
  Score: Raw -976967.248790 + Penalty 2923.267372 = -974043.981419
  nChanged 285
		SP:Iteration 9Q (11289.990000 sec): 3 clusters
  Score: Raw -977517.245621 + Penalty 2923.267372 = -974593.978250
  nChanged 254
		SP:Iteration 10Q (11290.170000 sec): 3 clusters
  Score: Raw -978089.028592 + Penalty 2923.267372 = -975165.761220
  nChanged 146
		SP:Iteration 11Q (11290.350000 sec): 3 clusters
  Score: Raw -978307.458092 + Penalty 2923.267372 = -975384.190721
  nChanged 69
		SP:Iteration 12Q (11290.540000 sec): 3 clusters
  Score: Raw -978369.376323 + Penalty 2923.267372 = -975446.108951
  nChanged 42
		SP:Iteration 13Q (11290.720000 sec): 3 clusters
  Score: Raw -978392.627903 + Penalty 2923.267372 = -975469.360531
  nChanged 20
		SP:Iteration 14Q (11290.930000 sec): 3 clusters
  Score: Raw -978399.873834 + Penalty 2923.267372 = -975476.606463
  nChanged 10
		SP:Iteration 15Q (11291.140000 sec): 3 clusters
  Score: Raw -978402.136916 + Penalty 2923.267372 = -975478.869544
  nChanged 7
		SP:Iteration 16Q (11291.320000 sec): 3 clusters
  Score: Raw -978403.671379 + Penalty 2923.267372 = -975480.404008
  nChanged 5
		SP:Iteration 17Q (11291.510000 sec): 3 clusters
  Score: Raw -978404.810934 + Penalty 2923.267372 = -975481.543563
  nChanged 2
		SP:Iteration 18Q (11291.700000 sec): 3 clusters
  Score: Raw -978405.113044 + Penalty 2923.267372 = -975481.845672
  nChanged 2
		SP:Iteration 19Q (11291.880000 sec): 3 clusters
  Score: Raw -978405.321690 + Penalty 2923.267372 = -975482.054319
  nChanged 0
		SP:Iteration 20F (11292.090000 sec): 3 clusters
  Score: Raw -978405.321690 + Penalty 2923.267372 = -975482.054319
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 59.
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 24 (2422 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (11292.180000 sec): 2 clusters
  Score: Raw -297845.010287 + Penalty 1266.256700 = -296578.753587
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (11292.340000 sec): 3 clusters
  Score: Raw -296696.935299 + Penalty 2532.513400 = -294164.421899
  nChanged 876
		SP:Iteration 1F (11292.480000 sec): 3 clusters
  Score: Raw -297216.844907 + Penalty 2532.513400 = -294684.331506
  nChanged 175
		SP:Iteration 2F (11292.630000 sec): 3 clusters
  Score: Raw -297327.890109 + Penalty 2532.513400 = -294795.376709
  nChanged 121
		SP:Iteration 3Q (11292.750000 sec): 3 clusters
  Score: Raw -297410.227647 + Penalty 2532.513400 = -294877.714247
  nChanged 90
		SP:Iteration 4Q (11292.900000 sec): 3 clusters
  Score: Raw -297478.224579 + Penalty 2532.513400 = -294945.711179
  nChanged 87
		SP:Iteration 5Q (11293.100000 sec): 3 clusters
  Score: Raw -297539.502602 + Penalty 2532.513400 = -295006.989202
  nChanged 97
		SP:Iteration 6Q (11293.280000 sec): 3 clusters
  Score: Raw -297605.342767 + Penalty 2532.513400 = -295072.829366
  nChanged 85
		SP:Iteration 7Q (11293.470000 sec): 3 clusters
  Score: Raw -297663.401068 + Penalty 2532.513400 = -295130.887668
  nChanged 68
		SP:Iteration 8Q (11293.660000 sec): 3 clusters
  Score: Raw -297713.389671 + Penalty 2532.513400 = -295180.876270
  nChanged 61
		SP:Iteration 9Q (11293.820000 sec): 3 clusters
  Score: Raw -297761.370211 + Penalty 2532.513400 = -295228.856811
  nChanged 62
		SP:Iteration 10Q (11293.990000 sec): 3 clusters
  Score: Raw -297808.031862 + Penalty 2532.513400 = -295275.518461
  nChanged 62
		SP:Iteration 11Q (11294.150000 sec): 3 clusters
  Score: Raw -297856.532627 + Penalty 2532.513400 = -295324.019227
  nChanged 57
		SP:Iteration 12Q (11294.310000 sec): 3 clusters
  Score: Raw -297894.517017 + Penalty 2532.513400 = -295362.003616
  nChanged 54
		SP:Iteration 13Q (11294.470000 sec): 3 clusters
  Score: Raw -297928.626498 + Penalty 2532.513400 = -295396.113098
  nChanged 41
		SP:Iteration 14Q (11294.630000 sec): 3 clusters
  Score: Raw -297953.792372 + Penalty 2532.513400 = -295421.278971
  nChanged 34
		SP:Iteration 15Q (11294.790000 sec): 3 clusters
  Score: Raw -297973.746813 + Penalty 2532.513400 = -295441.233413
  nChanged 34
		SP:Iteration 16Q (11294.950000 sec): 3 clusters
  Score: Raw -297989.414982 + Penalty 2532.513400 = -295456.901581
  nChanged 22
		SP:Iteration 17Q (11295.110000 sec): 3 clusters
  Score: Raw -298001.183218 + Penalty 2532.513400 = -295468.669818
  nChanged 19
		SP:Iteration 18Q (11295.270000 sec): 3 clusters
  Score: Raw -298012.176147 + Penalty 2532.513400 = -295479.662746
  nChanged 17
		SP:Iteration 19Q (11295.430000 sec): 3 clusters
  Score: Raw -298022.930446 + Penalty 2532.513400 = -295490.417046
  nChanged 14
		SP:Iteration 20F (11295.590000 sec): 3 clusters
  Score: Raw -298030.648494 + Penalty 2532.513400 = -295498.135093
  nChanged 13
		SP:Iteration 21Q (11295.750000 sec): 3 clusters
  Score: Raw -298040.494665 + Penalty 2532.513400 = -295507.981264
  nChanged 19
		SP:Iteration 22Q (11295.910000 sec): 3 clusters
  Score: Raw -298054.996428 + Penalty 2532.513400 = -295522.483027
  nChanged 22
		SP:Iteration 23Q (11296.070000 sec): 3 clusters
  Score: Raw -298065.788519 + Penalty 2532.513400 = -295533.275119
  nChanged 15
		SP:Iteration 24Q (11296.230000 sec): 3 clusters
  Score: Raw -298071.252493 + Penalty 2532.513400 = -295538.739092
  nChanged 13
		SP:Iteration 25Q (11296.390000 sec): 3 clusters
  Score: Raw -298076.982086 + Penalty 2532.513400 = -295544.468686
  nChanged 7
		SP:Iteration 26Q (11296.560000 sec): 3 clusters
  Score: Raw -298079.234506 + Penalty 2532.513400 = -295546.721106
  nChanged 6
		SP:Iteration 27Q (11296.710000 sec): 3 clusters
  Score: Raw -298081.054904 + Penalty 2532.513400 = -295548.541504
  nChanged 6
		SP:Iteration 28Q (11296.870000 sec): 3 clusters
  Score: Raw -298082.594641 + Penalty 2532.513400 = -295550.081241
  nChanged 2
		SP:Iteration 29Q (11297.030000 sec): 3 clusters
  Score: Raw -298083.403334 + Penalty 2532.513400 = -295550.889934
  nChanged 4
		SP:Iteration 30Q (11297.200000 sec): 3 clusters
  Score: Raw -298085.976694 + Penalty 2532.513400 = -295553.463294
  nChanged 7
		SP:Iteration 31Q (11297.390000 sec): 3 clusters
  Score: Raw -298088.164397 + Penalty 2532.513400 = -295555.650997
  nChanged 5
		SP:Iteration 32Q (11297.590000 sec): 3 clusters
  Score: Raw -298090.115335 + Penalty 2532.513400 = -295557.601934
  nChanged 9
		SP:Iteration 33Q (11297.780000 sec): 3 clusters
  Score: Raw -298093.690401 + Penalty 2532.513400 = -295561.177000
  nChanged 7
		SP:Iteration 34Q (11297.930000 sec): 3 clusters
  Score: Raw -298096.505264 + Penalty 2532.513400 = -295563.991863
  nChanged 4
		SP:Iteration 35Q (11298.120000 sec): 3 clusters
  Score: Raw -298097.522475 + Penalty 2532.513400 = -295565.009075
  nChanged 1
		SP:Iteration 36Q (11298.280000 sec): 3 clusters
  Score: Raw -298097.938597 + Penalty 2532.513400 = -295565.425197
  nChanged 1
		SP:Iteration 37Q (11298.380000 sec): 3 clusters
  Score: Raw -298098.092176 + Penalty 2532.513400 = -295565.578776
  nChanged 0
		SP:Iteration 38F (11298.530000 sec): 3 clusters
  Score: Raw -298098.092176 + Penalty 2532.513400 = -295565.578776
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 25 (499 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (11298.600000 sec): 2 clusters
  Score: Raw -55460.766867 + Penalty 1009.548491 = -54451.218376
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (11298.750000 sec): 3 clusters
  Score: Raw -55409.310887 + Penalty 2019.096981 = -53390.213906
  nChanged 126
		SP:Iteration 1F (11298.910000 sec): 3 clusters
  Score: Raw -55712.325989 + Penalty 2019.096981 = -53693.229008
  nChanged 67
		SP:Iteration 2F (11299.070000 sec): 3 clusters
  Score: Raw -55922.937812 + Penalty 2019.096981 = -53903.840831
  nChanged 38
		SP:Iteration 3F (11299.230000 sec): 3 clusters
  Score: Raw -56017.813232 + Penalty 2019.096981 = -53998.716251
  nChanged 20
		SP:Iteration 4Q (11299.390000 sec): 3 clusters
  Score: Raw -56086.424955 + Penalty 2019.096981 = -54067.327974
  nChanged 18
		SP:Iteration 5Q (11299.550000 sec): 3 clusters
  Score: Raw -56128.653411 + Penalty 2019.096981 = -54109.556429
  nChanged 9
		SP:Iteration 6Q (11299.710000 sec): 3 clusters
  Score: Raw -56143.264172 + Penalty 2019.096981 = -54124.167191
  nChanged 6
		SP:Iteration 7Q (11299.880000 sec): 3 clusters
  Score: Raw -56151.367619 + Penalty 2019.096981 = -54132.270638
  nChanged 3
		SP:Iteration 8Q (11300.040000 sec): 3 clusters
  Score: Raw -56164.106717 + Penalty 2019.096981 = -54145.009736
  nChanged 3
		SP:Iteration 9Q (11300.200000 sec): 3 clusters
  Score: Raw -56175.854744 + Penalty 2019.096981 = -54156.757763
  nChanged 3
		SP:Iteration 10Q (11300.360000 sec): 3 clusters
  Score: Raw -56178.669642 + Penalty 2019.096981 = -54159.572661
  nChanged 2
		SP:Iteration 11Q (11300.520000 sec): 3 clusters
  Score: Raw -56180.106205 + Penalty 2019.096981 = -54161.009223
  nChanged 0
		SP:Iteration 12F (11300.680000 sec): 3 clusters
  Score: Raw -56180.106205 + Penalty 2019.096981 = -54161.009223
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 26 (1116 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (11300.830000 sec): 2 clusters
  Score: Raw -133331.225915 + Penalty 1140.344748 = -132190.881167
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (11300.970000 sec): 3 clusters
  Score: Raw -132962.133269 + Penalty 2280.689496 = -130681.443773
  nChanged 330
		SP:Iteration 1F (11301.130000 sec): 3 clusters
  Score: Raw -133248.744418 + Penalty 2280.689496 = -130968.054921
  nChanged 69
		SP:Iteration 2F (11301.290000 sec): 3 clusters
  Score: Raw -133339.107576 + Penalty 2280.689496 = -131058.418079
  nChanged 47
		SP:Iteration 3Q (11301.440000 sec): 3 clusters
  Score: Raw -133401.257428 + Penalty 2280.689496 = -131120.567931
  nChanged 27
		SP:Iteration 4Q (11301.630000 sec): 3 clusters
  Score: Raw -133436.886299 + Penalty 2280.689496 = -131156.196802
  nChanged 28
		SP:Iteration 5Q (11301.810000 sec): 3 clusters
  Score: Raw -133475.717215 + Penalty 2280.689496 = -131195.027718
  nChanged 25
		SP:Iteration 6Q (11301.950000 sec): 3 clusters
  Score: Raw -133518.103696 + Penalty 2280.689496 = -131237.414199
  nChanged 24
		SP:Iteration 7Q (11302.080000 sec): 3 clusters
  Score: Raw -133557.879311 + Penalty 2280.689496 = -131277.189814
  nChanged 18
		SP:Iteration 8Q (11302.220000 sec): 3 clusters
  Score: Raw -133579.152219 + Penalty 2280.689496 = -131298.462723
  nChanged 14
		SP:Iteration 9Q (11302.320000 sec): 3 clusters
  Score: Raw -133593.216171 + Penalty 2280.689496 = -131312.526675
  nChanged 9
		SP:Iteration 10Q (11302.450000 sec): 3 clusters
  Score: Raw -133606.110280 + Penalty 2280.689496 = -131325.420783
  nChanged 6
		SP:Iteration 11Q (11302.620000 sec): 3 clusters
  Score: Raw -133610.925555 + Penalty 2280.689496 = -131330.236058
  nChanged 3
		SP:Iteration 12Q (11302.720000 sec): 3 clusters
  Score: Raw -133613.161352 + Penalty 2280.689496 = -131332.471855
  nChanged 5
		SP:Iteration 13Q (11302.870000 sec): 3 clusters
  Score: Raw -133617.982289 + Penalty 2280.689496 = -131337.292792
  nChanged 4
		SP:Iteration 14Q (11303.010000 sec): 3 clusters
  Score: Raw -133622.866858 + Penalty 2280.689496 = -131342.177362
  nChanged 3
		SP:Iteration 15Q (11303.160000 sec): 3 clusters
  Score: Raw -133625.342533 + Penalty 2280.689496 = -131344.653037
  nChanged 1
		SP:Iteration 16Q (11303.300000 sec): 3 clusters
  Score: Raw -133626.262974 + Penalty 2280.689496 = -131345.573478
  nChanged 1
		SP:Iteration 17Q (11303.440000 sec): 3 clusters
  Score: Raw -133628.216240 + Penalty 2280.689496 = -131347.526743
  nChanged 3
		SP:Iteration 18Q (11303.590000 sec): 3 clusters
  Score: Raw -133631.686215 + Penalty 2280.689496 = -131350.996719
  nChanged 3
		SP:Iteration 19Q (11303.730000 sec): 3 clusters
  Score: Raw -133634.338948 + Penalty 2280.689496 = -131353.649452
  nChanged 0
		SP:Iteration 20F (11303.880000 sec): 3 clusters
  Score: Raw -133634.338948 + Penalty 2280.689496 = -131353.649452
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 27 (3938 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (11303.990000 sec): 2 clusters
  Score: Raw -476401.834108 + Penalty 1345.244592 = -475056.589516
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (11304.190000 sec): 3 clusters
  Score: Raw -474481.476706 + Penalty 2690.489184 = -471790.987521
  nChanged 1464
		SP:Iteration 1F (11304.350000 sec): 3 clusters
  Score: Raw -475223.727326 + Penalty 2690.489184 = -472533.238142
  nChanged 260
		SP:Iteration 2F (11304.510000 sec): 3 clusters
  Score: Raw -475348.725183 + Penalty 2690.489184 = -472658.235999
  nChanged 178
		SP:Iteration 3Q (11304.660000 sec): 3 clusters
  Score: Raw -475423.525509 + Penalty 2690.489184 = -472733.036325
  nChanged 119
		SP:Iteration 4Q (11304.820000 sec): 3 clusters
  Score: Raw -475480.494397 + Penalty 2690.489184 = -472790.005213
  nChanged 102
		SP:Iteration 5Q (11304.990000 sec): 3 clusters
  Score: Raw -475527.808338 + Penalty 2690.489184 = -472837.319154
  nChanged 97
		SP:Iteration 6Q (11305.140000 sec): 3 clusters
  Score: Raw -475571.630913 + Penalty 2690.489184 = -472881.141729
  nChanged 86
		SP:Iteration 7Q (11305.300000 sec): 3 clusters
  Score: Raw -475608.000271 + Penalty 2690.489184 = -472917.511087
  nChanged 83
		SP:Iteration 8Q (11305.480000 sec): 3 clusters
  Score: Raw -475641.774073 + Penalty 2690.489184 = -472951.284888
  nChanged 72
		SP:Iteration 9Q (11305.660000 sec): 3 clusters
  Score: Raw -475672.782353 + Penalty 2690.489184 = -472982.293169
  nChanged 72
		SP:Iteration 10Q (11305.850000 sec): 3 clusters
  Score: Raw -475707.797299 + Penalty 2690.489184 = -473017.308115
  nChanged 82
		SP:Iteration 11Q (11306.050000 sec): 3 clusters
  Score: Raw -475738.626518 + Penalty 2690.489184 = -473048.137333
  nChanged 74
		SP:Iteration 12Q (11306.220000 sec): 3 clusters
  Score: Raw -475770.868629 + Penalty 2690.489184 = -473080.379444
  nChanged 67
		SP:Iteration 13Q (11306.370000 sec): 3 clusters
  Score: Raw -475800.714703 + Penalty 2690.489184 = -473110.225519
  nChanged 78
		SP:Iteration 14Q (11306.530000 sec): 3 clusters
  Score: Raw -475835.771324 + Penalty 2690.489184 = -473145.282140
  nChanged 74
		SP:Iteration 15Q (11306.700000 sec): 3 clusters
  Score: Raw -475872.706101 + Penalty 2690.489184 = -473182.216917
  nChanged 84
		SP:Iteration 16Q (11306.860000 sec): 3 clusters
  Score: Raw -475917.033854 + Penalty 2690.489184 = -473226.544670
  nChanged 86
		SP:Iteration 17Q (11307.020000 sec): 3 clusters
  Score: Raw -475970.061305 + Penalty 2690.489184 = -473279.572121
  nChanged 98
		SP:Iteration 18Q (11307.180000 sec): 3 clusters
  Score: Raw -476022.961355 + Penalty 2690.489184 = -473332.472171
  nChanged 99
		SP:Iteration 19Q (11307.340000 sec): 3 clusters
  Score: Raw -476083.372917 + Penalty 2690.489184 = -473392.883733
  nChanged 89
		SP:Iteration 20F (11307.500000 sec): 3 clusters
  Score: Raw -476137.159519 + Penalty 2690.489184 = -473446.670335
  nChanged 88
		SP:Iteration 21Q (11307.660000 sec): 3 clusters
  Score: Raw -476196.497242 + Penalty 2690.489184 = -473506.008057
  nChanged 80
		SP:Iteration 22Q (11307.820000 sec): 3 clusters
  Score: Raw -476252.014715 + Penalty 2690.489184 = -473561.525531
  nChanged 76
		SP:Iteration 23Q (11307.980000 sec): 3 clusters
  Score: Raw -476305.419003 + Penalty 2690.489184 = -473614.929819
  nChanged 65
		SP:Iteration 24Q (11308.140000 sec): 3 clusters
  Score: Raw -476349.170433 + Penalty 2690.489184 = -473658.681249
  nChanged 60
		SP:Iteration 25Q (11308.300000 sec): 3 clusters
  Score: Raw -476390.606335 + Penalty 2690.489184 = -473700.117151
  nChanged 42
		SP:Iteration 26Q (11308.460000 sec): 3 clusters
  Score: Raw -476424.163806 + Penalty 2690.489184 = -473733.674621
  nChanged 35
		SP:Iteration 27Q (11308.620000 sec): 3 clusters
  Score: Raw -476450.039595 + Penalty 2690.489184 = -473759.550410
  nChanged 30
		SP:Iteration 28Q (11308.780000 sec): 3 clusters
  Score: Raw -476479.189898 + Penalty 2690.489184 = -473788.700714
  nChanged 23
		SP:Iteration 29Q (11308.940000 sec): 3 clusters
  Score: Raw -476500.767316 + Penalty 2690.489184 = -473810.278132
  nChanged 22
		SP:Iteration 30Q (11309.100000 sec): 3 clusters
  Score: Raw -476521.682980 + Penalty 2690.489184 = -473831.193796
  nChanged 18
		SP:Iteration 31Q (11309.260000 sec): 3 clusters
  Score: Raw -476537.237838 + Penalty 2690.489184 = -473846.748654
  nChanged 9
		SP:Iteration 32Q (11309.420000 sec): 3 clusters
  Score: Raw -476546.389800 + Penalty 2690.489184 = -473855.900616
  nChanged 10
		SP:Iteration 33Q (11309.580000 sec): 3 clusters
  Score: Raw -476558.193570 + Penalty 2690.489184 = -473867.704385
  nChanged 14
		SP:Iteration 34Q (11309.740000 sec): 3 clusters
  Score: Raw -476573.896661 + Penalty 2690.489184 = -473883.407476
  nChanged 9
		SP:Iteration 35Q (11309.900000 sec): 3 clusters
  Score: Raw -476583.316502 + Penalty 2690.489184 = -473892.827318
  nChanged 5
		SP:Iteration 36Q (11310.100000 sec): 3 clusters
  Score: Raw -476588.403146 + Penalty 2690.489184 = -473897.913961
  nChanged 5
		SP:Iteration 37Q (11310.330000 sec): 3 clusters
  Score: Raw -476592.432841 + Penalty 2690.489184 = -473901.943656
  nChanged 1
		SP:Iteration 38Q (11310.480000 sec): 3 clusters
  Score: Raw -476593.573526 + Penalty 2690.489184 = -473903.084342
  nChanged 0
		SP:Iteration 39F (11310.610000 sec): 3 clusters
  Score: Raw -476593.573526 + Penalty 2690.489184 = -473903.084342
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 28 (5145 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (11310.720000 sec): 2 clusters
  Score: Raw -600178.480152 + Penalty 1388.689355 = -598789.790796
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (11310.870000 sec): 3 clusters
  Score: Raw -597521.342223 + Penalty 2777.378711 = -594743.963512
  nChanged 2086
		SP:Iteration 1F (11311.050000 sec): 3 clusters
  Score: Raw -598844.741788 + Penalty 2777.378711 = -596067.363077
  nChanged 421
		SP:Iteration 2F (11311.200000 sec): 3 clusters
  Score: Raw -599152.011689 + Penalty 2777.378711 = -596374.632978
  nChanged 300
		SP:Iteration 3F (11311.400000 sec): 3 clusters
  Score: Raw -599373.288386 + Penalty 2777.378711 = -596595.909675
  nChanged 285
		SP:Iteration 4F (11311.570000 sec): 3 clusters
  Score: Raw -599561.334333 + Penalty 2777.378711 = -596783.955623
  nChanged 241
		SP:Iteration 5Q (11311.730000 sec): 3 clusters
  Score: Raw -599737.686559 + Penalty 2777.378711 = -596960.307848
  nChanged 237
		SP:Iteration 6Q (11311.890000 sec): 3 clusters
  Score: Raw -599897.368063 + Penalty 2777.378711 = -597119.989352
  nChanged 199
		SP:Iteration 7Q (11312.050000 sec): 3 clusters
  Score: Raw -600032.114468 + Penalty 2777.378711 = -597254.735757
  nChanged 185
		SP:Iteration 8Q (11312.210000 sec): 3 clusters
  Score: Raw -600160.463302 + Penalty 2777.378711 = -597383.084591
  nChanged 161
		SP:Iteration 9Q (11312.370000 sec): 3 clusters
  Score: Raw -600261.564548 + Penalty 2777.378711 = -597484.185838
  nChanged 131
		SP:Iteration 10Q (11312.530000 sec): 3 clusters
  Score: Raw -600324.003793 + Penalty 2777.378711 = -597546.625083
  nChanged 99
		SP:Iteration 11Q (11312.690000 sec): 3 clusters
  Score: Raw -600379.767184 + Penalty 2777.378711 = -597602.388473
  nChanged 106
		SP:Iteration 12Q (11312.850000 sec): 3 clusters
  Score: Raw -600445.900731 + Penalty 2777.378711 = -597668.522021
  nChanged 114
		SP:Iteration 13Q (11313.000000 sec): 3 clusters
  Score: Raw -600508.503030 + Penalty 2777.378711 = -597731.124319
  nChanged 106
		SP:Iteration 14Q (11313.160000 sec): 3 clusters
  Score: Raw -600586.395970 + Penalty 2777.378711 = -597809.017259
  nChanged 122
		SP:Iteration 15Q (11313.320000 sec): 3 clusters
  Score: Raw -600673.013532 + Penalty 2777.378711 = -597895.634821
  nChanged 102
		SP:Iteration 16Q (11313.480000 sec): 3 clusters
  Score: Raw -600747.283127 + Penalty 2777.378711 = -597969.904416
  nChanged 94
		SP:Iteration 17Q (11313.640000 sec): 3 clusters
  Score: Raw -600802.600604 + Penalty 2777.378711 = -598025.221893
  nChanged 90
		SP:Iteration 18Q (11313.790000 sec): 3 clusters
  Score: Raw -600855.691570 + Penalty 2777.378711 = -598078.312859
  nChanged 72
		SP:Iteration 19Q (11313.950000 sec): 3 clusters
  Score: Raw -600896.155389 + Penalty 2777.378711 = -598118.776678
  nChanged 63
		SP:Iteration 20F (11314.110000 sec): 3 clusters
  Score: Raw -600936.901501 + Penalty 2777.378711 = -598159.522790
  nChanged 53
		SP:Iteration 21Q (11314.270000 sec): 3 clusters
  Score: Raw -600960.604205 + Penalty 2777.378711 = -598183.225495
  nChanged 39
		SP:Iteration 22Q (11314.430000 sec): 3 clusters
  Score: Raw -600973.039413 + Penalty 2777.378711 = -598195.660702
  nChanged 22
		SP:Iteration 23Q (11314.620000 sec): 3 clusters
  Score: Raw -600979.804696 + Penalty 2777.378711 = -598202.425986
  nChanged 9
		SP:Iteration 24Q (11314.810000 sec): 3 clusters
  Score: Raw -600981.699766 + Penalty 2777.378711 = -598204.321055
  nChanged 6
		SP:Iteration 25Q (11314.970000 sec): 3 clusters
  Score: Raw -600982.781552 + Penalty 2777.378711 = -598205.402841
  nChanged 3
		SP:Iteration 26Q (11315.190000 sec): 3 clusters
  Score: Raw -600984.012707 + Penalty 2777.378711 = -598206.633996
  nChanged 5
		SP:Iteration 27Q (11315.380000 sec): 3 clusters
  Score: Raw -600985.150974 + Penalty 2777.378711 = -598207.772263
  nChanged 6
		SP:Iteration 28Q (11315.600000 sec): 3 clusters
  Score: Raw -600987.209392 + Penalty 2777.378711 = -598209.830681
  nChanged 11
		SP:Iteration 29Q (11315.800000 sec): 3 clusters
  Score: Raw -600989.790003 + Penalty 2777.378711 = -598212.411293
  nChanged 12
		SP:Iteration 30Q (11315.940000 sec): 3 clusters
  Score: Raw -600992.899295 + Penalty 2777.378711 = -598215.520584
  nChanged 10
		SP:Iteration 31Q (11316.130000 sec): 3 clusters
  Score: Raw -600997.669812 + Penalty 2777.378711 = -598220.291101
  nChanged 11
		SP:Iteration 32Q (11316.280000 sec): 3 clusters
  Score: Raw -601001.661882 + Penalty 2777.378711 = -598224.283171
  nChanged 8
		SP:Iteration 33Q (11316.430000 sec): 3 clusters
  Score: Raw -601003.441274 + Penalty 2777.378711 = -598226.062563
  nChanged 3
		SP:Iteration 34Q (11316.580000 sec): 3 clusters
  Score: Raw -601003.956277 + Penalty 2777.378711 = -598226.577566
  nChanged 2
		SP:Iteration 35Q (11316.730000 sec): 3 clusters
  Score: Raw -601004.546575 + Penalty 2777.378711 = -598227.167864
  nChanged 3
		SP:Iteration 36Q (11316.890000 sec): 3 clusters
  Score: Raw -601005.477669 + Penalty 2777.378711 = -598228.098959
  nChanged 4
		SP:Iteration 37Q (11317.040000 sec): 3 clusters
  Score: Raw -601007.244276 + Penalty 2777.378711 = -598229.865565
  nChanged 6
		SP:Iteration 38Q (11317.190000 sec): 3 clusters
  Score: Raw -601008.525934 + Penalty 2777.378711 = -598231.147223
  nChanged 6
		SP:Iteration 39Q (11317.350000 sec): 3 clusters
  Score: Raw -601010.149019 + Penalty 2777.378711 = -598232.770309
  nChanged 3
		SP:Iteration 40F (11317.500000 sec): 3 clusters
  Score: Raw -601010.447587 + Penalty 2777.378711 = -598233.068876
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 29 (7870 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (11317.600000 sec): 2 clusters
  Score: Raw -894774.796210 + Penalty 1457.757168 = -893317.039042
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (11317.800000 sec): 3 clusters
  Score: Raw -890512.589327 + Penalty 2915.514336 = -887597.074991
  nChanged 3360
		SP:Iteration 1F (11317.970000 sec): 3 clusters
  Score: Raw -892447.009354 + Penalty 2915.514336 = -889531.495018
  nChanged 566
		SP:Iteration 2F (11318.150000 sec): 3 clusters
  Score: Raw -892801.692306 + Penalty 2915.514336 = -889886.177971
  nChanged 476
		SP:Iteration 3F (11318.320000 sec): 3 clusters
  Score: Raw -893071.528704 + Penalty 2915.514336 = -890156.014368
  nChanged 390
		SP:Iteration 4Q (11318.490000 sec): 3 clusters
  Score: Raw -893263.753438 + Penalty 2915.514336 = -890348.239102
  nChanged 334
		SP:Iteration 5Q (11318.690000 sec): 3 clusters
  Score: Raw -893421.765921 + Penalty 2915.514336 = -890506.251585
  nChanged 322
		SP:Iteration 6Q (11318.870000 sec): 3 clusters
  Score: Raw -893578.248047 + Penalty 2915.514336 = -890662.733711
  nChanged 294
		SP:Iteration 7Q (11319.100000 sec): 3 clusters
  Score: Raw -893700.440767 + Penalty 2915.514336 = -890784.926431
  nChanged 233
		SP:Iteration 8Q (11319.300000 sec): 3 clusters
  Score: Raw -893794.955237 + Penalty 2915.514336 = -890879.440901
  nChanged 209
		SP:Iteration 9Q (11319.510000 sec): 3 clusters
  Score: Raw -893885.805933 + Penalty 2915.514336 = -890970.291597
  nChanged 214
		SP:Iteration 10Q (11319.670000 sec): 3 clusters
  Score: Raw -893985.915808 + Penalty 2915.514336 = -891070.401472
  nChanged 212
		SP:Iteration 11Q (11319.850000 sec): 3 clusters
  Score: Raw -894088.678537 + Penalty 2915.514336 = -891173.164201
  nChanged 225
		SP:Iteration 12Q (11320.030000 sec): 3 clusters
  Score: Raw -894204.278271 + Penalty 2915.514336 = -891288.763935
  nChanged 198
		SP:Iteration 13Q (11320.220000 sec): 3 clusters
  Score: Raw -894316.845295 + Penalty 2915.514336 = -891401.330959
  nChanged 199
		SP:Iteration 14Q (11320.400000 sec): 3 clusters
  Score: Raw -894435.243625 + Penalty 2915.514336 = -891519.729289
  nChanged 172
		SP:Iteration 15Q (11320.610000 sec): 3 clusters
  Score: Raw -894515.143129 + Penalty 2915.514336 = -891599.628793
  nChanged 146
		SP:Iteration 16Q (11320.800000 sec): 3 clusters
  Score: Raw -894584.160444 + Penalty 2915.514336 = -891668.646108
  nChanged 137
		SP:Iteration 17Q (11320.980000 sec): 3 clusters
  Score: Raw -894656.972331 + Penalty 2915.514336 = -891741.457995
  nChanged 126
		SP:Iteration 18Q (11321.160000 sec): 3 clusters
  Score: Raw -894724.325536 + Penalty 2915.514336 = -891808.811200
  nChanged 97
		SP:Iteration 19Q (11321.350000 sec): 3 clusters
  Score: Raw -894768.176282 + Penalty 2915.514336 = -891852.661946
  nChanged 82
		SP:Iteration 20F (11321.530000 sec): 3 clusters
  Score: Raw -894796.340593 + Penalty 2915.514336 = -891880.826257
  nChanged 64
		SP:Iteration 21Q (11321.710000 sec): 3 clusters
  Score: Raw -894814.515347 + Penalty 2915.514336 = -891899.001011
  nChanged 51
		SP:Iteration 22Q (11321.890000 sec): 3 clusters
  Score: Raw -894828.971545 + Penalty 2915.514336 = -891913.457209
  nChanged 42
		SP:Iteration 23Q (11322.070000 sec): 3 clusters
  Score: Raw -894839.336518 + Penalty 2915.514336 = -891923.822182
  nChanged 28
		SP:Iteration 24Q (11322.250000 sec): 3 clusters
  Score: Raw -894847.757153 + Penalty 2915.514336 = -891932.242817
  nChanged 28
		SP:Iteration 25Q (11322.440000 sec): 3 clusters
  Score: Raw -894854.977675 + Penalty 2915.514336 = -891939.463339
  nChanged 25
		SP:Iteration 26Q (11322.650000 sec): 3 clusters
  Score: Raw -894860.779207 + Penalty 2915.514336 = -891945.264871
  nChanged 22
		SP:Iteration 27Q (11322.810000 sec): 3 clusters
  Score: Raw -894866.005958 + Penalty 2915.514336 = -891950.491622
  nChanged 25
		SP:Iteration 28Q (11323.000000 sec): 3 clusters
  Score: Raw -894871.922968 + Penalty 2915.514336 = -891956.408632
  nChanged 19
		SP:Iteration 29Q (11323.200000 sec): 3 clusters
  Score: Raw -894875.978850 + Penalty 2915.514336 = -891960.464514
  nChanged 13
		SP:Iteration 30Q (11323.350000 sec): 3 clusters
  Score: Raw -894880.915767 + Penalty 2915.514336 = -891965.401431
  nChanged 21
		SP:Iteration 31Q (11323.540000 sec): 3 clusters
  Score: Raw -894889.253310 + Penalty 2915.514336 = -891973.738974
  nChanged 22
		SP:Iteration 32Q (11323.700000 sec): 3 clusters
  Score: Raw -894895.781903 + Penalty 2915.514336 = -891980.267567
  nChanged 23
		SP:Iteration 33Q (11323.930000 sec): 3 clusters
  Score: Raw -894904.819733 + Penalty 2915.514336 = -891989.305397
  nChanged 23
		SP:Iteration 34Q (11324.110000 sec): 3 clusters
  Score: Raw -894912.845102 + Penalty 2915.514336 = -891997.330766
  nChanged 24
		SP:Iteration 35Q (11324.290000 sec): 3 clusters
  Score: Raw -894918.827290 + Penalty 2915.514336 = -892003.312954
  nChanged 21
		SP:Iteration 36Q (11324.470000 sec): 3 clusters
  Score: Raw -894926.190484 + Penalty 2915.514336 = -892010.676148
  nChanged 25
		SP:Iteration 37Q (11324.650000 sec): 3 clusters
  Score: Raw -894940.478489 + Penalty 2915.514336 = -892024.964153
  nChanged 35
		SP:Iteration 38Q (11324.830000 sec): 3 clusters
  Score: Raw -894955.314416 + Penalty 2915.514336 = -892039.800080
  nChanged 35
		SP:Iteration 39Q (11325.010000 sec): 3 clusters
  Score: Raw -894969.332107 + Penalty 2915.514336 = -892053.817771
  nChanged 34
		SP:Iteration 40F (11325.200000 sec): 3 clusters
  Score: Raw -894981.274523 + Penalty 2915.514336 = -892065.760187
  nChanged 26
		SP:Iteration 41Q (11325.380000 sec): 3 clusters
  Score: Raw -894989.303907 + Penalty 2915.514336 = -892073.789571
  nChanged 24
		SP:Iteration 42Q (11325.560000 sec): 3 clusters
  Score: Raw -894996.863839 + Penalty 2915.514336 = -892081.349503
  nChanged 14
		SP:Iteration 43Q (11325.750000 sec): 3 clusters
  Score: Raw -895001.314267 + Penalty 2915.514336 = -892085.799931
  nChanged 16
		SP:Iteration 44Q (11325.930000 sec): 3 clusters
  Score: Raw -895009.345070 + Penalty 2915.514336 = -892093.830734
  nChanged 20
		SP:Iteration 45Q (11326.140000 sec): 3 clusters
  Score: Raw -895017.387273 + Penalty 2915.514336 = -892101.872937
  nChanged 25
		SP:Iteration 46Q (11326.360000 sec): 3 clusters
  Score: Raw -895027.985698 + Penalty 2915.514336 = -892112.471362
  nChanged 24
		SP:Iteration 47Q (11326.550000 sec): 3 clusters
  Score: Raw -895037.125058 + Penalty 2915.514336 = -892121.610723
  nChanged 23
		SP:Iteration 48Q (11326.720000 sec): 3 clusters
  Score: Raw -895048.167071 + Penalty 2915.514336 = -892132.652735
  nChanged 24
		SP:Iteration 49Q (11326.930000 sec): 3 clusters
  Score: Raw -895059.554382 + Penalty 2915.514336 = -892144.040047
  nChanged 33
		SP:Iteration 50Q (11327.160000 sec): 3 clusters
  Score: Raw -895079.389812 + Penalty 2915.514336 = -892163.875476
  nChanged 31
		SP:Iteration 51Q (11327.350000 sec): 3 clusters
  Score: Raw -895097.384454 + Penalty 2915.514336 = -892181.870118
  nChanged 44
		SP:Iteration 52Q (11327.540000 sec): 3 clusters
  Score: Raw -895116.837334 + Penalty 2915.514336 = -892201.322998
  nChanged 35
		SP:Iteration 53Q (11327.720000 sec): 3 clusters
  Score: Raw -895132.919830 + Penalty 2915.514336 = -892217.405494
  nChanged 31
		SP:Iteration 54Q (11327.900000 sec): 3 clusters
  Score: Raw -895149.283547 + Penalty 2915.514336 = -892233.769211
  nChanged 37
		SP:Iteration 55Q (11328.070000 sec): 3 clusters
  Score: Raw -895170.787890 + Penalty 2915.514336 = -892255.273554
  nChanged 40
		SP:Iteration 56Q (11328.250000 sec): 3 clusters
  Score: Raw -895192.526958 + Penalty 2915.514336 = -892277.012622
  nChanged 43
		SP:Iteration 57Q (11328.420000 sec): 3 clusters
  Score: Raw -895215.002180 + Penalty 2915.514336 = -892299.487844
  nChanged 40
		SP:Iteration 58Q (11328.580000 sec): 3 clusters
  Score: Raw -895234.493547 + Penalty 2915.514336 = -892318.979211
  nChanged 26
		SP:Iteration 59Q (11328.750000 sec): 3 clusters
  Score: Raw -895243.126215 + Penalty 2915.514336 = -892327.611879
  nChanged 16
		SP:Iteration 60F (11328.930000 sec): 3 clusters
  Score: Raw -895248.246720 + Penalty 2915.514336 = -892332.732385
  nChanged 16
		SP:Iteration 61Q (11329.110000 sec): 3 clusters
  Score: Raw -895257.566702 + Penalty 2915.514336 = -892342.052366
  nChanged 23
		SP:Iteration 62Q (11329.280000 sec): 3 clusters
  Score: Raw -895265.544687 + Penalty 2915.514336 = -892350.030351
  nChanged 18
		SP:Iteration 63Q (11329.460000 sec): 3 clusters
  Score: Raw -895272.387173 + Penalty 2915.514336 = -892356.872837
  nChanged 17
		SP:Iteration 64Q (11329.630000 sec): 3 clusters
  Score: Raw -895278.293749 + Penalty 2915.514336 = -892362.779413
  nChanged 12
		SP:Iteration 65Q (11329.810000 sec): 3 clusters
  Score: Raw -895282.129135 + Penalty 2915.514336 = -892366.614799
  nChanged 9
		SP:Iteration 66Q (11329.990000 sec): 3 clusters
  Score: Raw -895284.293633 + Penalty 2915.514336 = -892368.779297
  nChanged 6
		SP:Iteration 67Q (11330.170000 sec): 3 clusters
  Score: Raw -895285.196189 + Penalty 2915.514336 = -892369.681853
  nChanged 3
		SP:Iteration 68Q (11330.350000 sec): 3 clusters
  Score: Raw -895285.407519 + Penalty 2915.514336 = -892369.893183
  nChanged 1
		SP:Iteration 69Q (11330.610000 sec): 3 clusters
  Score: Raw -895285.460192 + Penalty 2915.514336 = -892369.945856
  nChanged 0
		SP:Iteration 70F (11330.810000 sec): 3 clusters
  Score: Raw -895285.460192 + Penalty 2915.514336 = -892369.945856
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 30 (23161 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (11331.010000 sec): 2 clusters
  Score: Raw -2874481.343400 + Penalty 1633.161580 = -2872848.181819
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (11331.260000 sec): 3 clusters
  Score: Raw -2860419.667731 + Penalty 3266.323160 = -2857153.344571
  nChanged 10531
		SP:Iteration 1F (11331.590000 sec): 3 clusters
  Score: Raw -2866410.304849 + Penalty 3266.323160 = -2863143.981689
  nChanged 1403
		SP:Iteration 2F (11331.840000 sec): 3 clusters
  Score: Raw -2867218.999803 + Penalty 3266.323160 = -2863952.676642
  nChanged 1627
		SP:Iteration 3F (11332.150000 sec): 3 clusters
  Score: Raw -2868317.987615 + Penalty 3266.323160 = -2865051.664454
  nChanged 1822
		SP:Iteration 4F (11332.430000 sec): 3 clusters
  Score: Raw -2869688.156763 + Penalty 3266.323160 = -2866421.833603
  nChanged 1829
		SP:Iteration 5F (11332.710000 sec): 3 clusters
  Score: Raw -2871135.277317 + Penalty 3266.323160 = -2867868.954156
  nChanged 1739
		SP:Iteration 6F (11332.990000 sec): 3 clusters
  Score: Raw -2872467.898342 + Penalty 3266.323160 = -2869201.575182
  nChanged 1408
		SP:Iteration 7F (11333.270000 sec): 3 clusters
  Score: Raw -2873352.084558 + Penalty 3266.323160 = -2870085.761397
  nChanged 997
		SP:Iteration 8Q (11333.530000 sec): 3 clusters
  Score: Raw -2873767.745098 + Penalty 3266.323160 = -2870501.421938
  nChanged 616
		SP:Iteration 9Q (11333.850000 sec): 3 clusters
  Score: Raw -2873952.737736 + Penalty 3266.323160 = -2870686.414576
  nChanged 395
		SP:Iteration 10Q (11334.090000 sec): 3 clusters
  Score: Raw -2874050.029637 + Penalty 3266.323160 = -2870783.706477
  nChanged 266
		SP:Iteration 11Q (11334.430000 sec): 3 clusters
  Score: Raw -2874100.326356 + Penalty 3266.323160 = -2870834.003195
  nChanged 188
		SP:Iteration 12Q (11334.770000 sec): 3 clusters
  Score: Raw -2874139.918570 + Penalty 3266.323160 = -2870873.595410
  nChanged 174
		SP:Iteration 13Q (11335.150000 sec): 3 clusters
  Score: Raw -2874174.394975 + Penalty 3266.323160 = -2870908.071815
  nChanged 166
		SP:Iteration 14Q (11335.520000 sec): 3 clusters
  Score: Raw -2874208.064571 + Penalty 3266.323160 = -2870941.741411
  nChanged 168
		SP:Iteration 15Q (11335.860000 sec): 3 clusters
  Score: Raw -2874240.162201 + Penalty 3266.323160 = -2870973.839040
  nChanged 173
		SP:Iteration 16Q (11336.180000 sec): 3 clusters
  Score: Raw -2874273.434580 + Penalty 3266.323160 = -2871007.111419
  nChanged 171
		SP:Iteration 17Q (11336.460000 sec): 3 clusters
  Score: Raw -2874299.839832 + Penalty 3266.323160 = -2871033.516671
  nChanged 159
		SP:Iteration 18Q (11336.740000 sec): 3 clusters
  Score: Raw -2874327.161970 + Penalty 3266.323160 = -2871060.838809
  nChanged 166
		SP:Iteration 19Q (11337.030000 sec): 3 clusters
  Score: Raw -2874354.234194 + Penalty 3266.323160 = -2871087.911034
  nChanged 167
		SP:Iteration 20F (11337.400000 sec): 3 clusters
  Score: Raw -2874384.307360 + Penalty 3266.323160 = -2871117.984200
  nChanged 162
		SP:Iteration 21Q (11337.670000 sec): 3 clusters
  Score: Raw -2874415.413137 + Penalty 3266.323160 = -2871149.089976
  nChanged 157
		SP:Iteration 22Q (11338.020000 sec): 3 clusters
  Score: Raw -2874444.257499 + Penalty 3266.323160 = -2871177.934339
  nChanged 168
		SP:Iteration 23Q (11338.370000 sec): 3 clusters
  Score: Raw -2874477.051106 + Penalty 3266.323160 = -2871210.727946
  nChanged 176
		SP:Iteration 24Q (11338.680000 sec): 3 clusters
  Score: Raw -2874514.166994 + Penalty 3266.323160 = -2871247.843834
  nChanged 168
		SP:Iteration 25Q (11339.040000 sec): 3 clusters
  Score: Raw -2874548.751716 + Penalty 3266.323160 = -2871282.428556
  nChanged 154
		SP:Iteration 26Q (11339.380000 sec): 3 clusters
  Score: Raw -2874582.272652 + Penalty 3266.323160 = -2871315.949492
  nChanged 157
		SP:Iteration 27Q (11339.660000 sec): 3 clusters
  Score: Raw -2874613.553330 + Penalty 3266.323160 = -2871347.230170
  nChanged 150
		SP:Iteration 28Q (11339.920000 sec): 3 clusters
  Score: Raw -2874640.500318 + Penalty 3266.323160 = -2871374.177158
  nChanged 141
		SP:Iteration 29Q (11340.210000 sec): 3 clusters
  Score: Raw -2874667.373398 + Penalty 3266.323160 = -2871401.050237
  nChanged 133
		SP:Iteration 30Q (11340.530000 sec): 3 clusters
  Score: Raw -2874695.023409 + Penalty 3266.323160 = -2871428.700248
  nChanged 127
		SP:Iteration 31Q (11340.830000 sec): 3 clusters
  Score: Raw -2874719.531632 + Penalty 3266.323160 = -2871453.208472
  nChanged 113
		SP:Iteration 32Q (11341.140000 sec): 3 clusters
  Score: Raw -2874742.832190 + Penalty 3266.323160 = -2871476.509030
  nChanged 114
		SP:Iteration 33Q (11341.530000 sec): 3 clusters
  Score: Raw -2874767.760670 + Penalty 3266.323160 = -2871501.437510
  nChanged 107
		SP:Iteration 34Q (11341.860000 sec): 3 clusters
  Score: Raw -2874789.537816 + Penalty 3266.323160 = -2871523.214656
  nChanged 99
		SP:Iteration 35Q (11342.210000 sec): 3 clusters
  Score: Raw -2874812.620453 + Penalty 3266.323160 = -2871546.297292
  nChanged 107
		SP:Iteration 36Q (11342.560000 sec): 3 clusters
  Score: Raw -2874838.428172 + Penalty 3266.323160 = -2871572.105012
  nChanged 108
		SP:Iteration 37Q (11342.860000 sec): 3 clusters
  Score: Raw -2874864.585361 + Penalty 3266.323160 = -2871598.262201
  nChanged 103
		SP:Iteration 38Q (11343.150000 sec): 3 clusters
  Score: Raw -2874886.767006 + Penalty 3266.323160 = -2871620.443845
  nChanged 100
		SP:Iteration 39Q (11343.470000 sec): 3 clusters
  Score: Raw -2874908.513315 + Penalty 3266.323160 = -2871642.190155
  nChanged 97
		SP:Iteration 40F (11343.840000 sec): 3 clusters
  Score: Raw -2874927.370664 + Penalty 3266.323160 = -2871661.047504
  nChanged 80
		SP:Iteration 41Q (11344.180000 sec): 3 clusters
  Score: Raw -2874944.091809 + Penalty 3266.323160 = -2871677.768649
  nChanged 71
		SP:Iteration 42Q (11344.510000 sec): 3 clusters
  Score: Raw -2874957.698567 + Penalty 3266.323160 = -2871691.375407
  nChanged 57
		SP:Iteration 43Q (11344.810000 sec): 3 clusters
  Score: Raw -2874969.361999 + Penalty 3266.323160 = -2871703.038839
  nChanged 59
		SP:Iteration 44Q (11345.160000 sec): 3 clusters
  Score: Raw -2874982.134712 + Penalty 3266.323160 = -2871715.811552
  nChanged 55
		SP:Iteration 45Q (11345.470000 sec): 3 clusters
  Score: Raw -2874993.406805 + Penalty 3266.323160 = -2871727.083644
  nChanged 53
		SP:Iteration 46Q (11345.830000 sec): 3 clusters
  Score: Raw -2875002.682126 + Penalty 3266.323160 = -2871736.358966
  nChanged 41
		SP:Iteration 47Q (11346.120000 sec): 3 clusters
  Score: Raw -2875009.529668 + Penalty 3266.323160 = -2871743.206507
  nChanged 36
		SP:Iteration 48Q (11346.490000 sec): 3 clusters
  Score: Raw -2875015.531738 + Penalty 3266.323160 = -2871749.208578
  nChanged 31
		SP:Iteration 49Q (11346.800000 sec): 3 clusters
  Score: Raw -2875022.406238 + Penalty 3266.323160 = -2871756.083078
  nChanged 29
		SP:Iteration 50Q (11347.120000 sec): 3 clusters
  Score: Raw -2875028.211848 + Penalty 3266.323160 = -2871761.888688
  nChanged 23
		SP:Iteration 51Q (11347.430000 sec): 3 clusters
  Score: Raw -2875031.885033 + Penalty 3266.323160 = -2871765.561873
  nChanged 15
		SP:Iteration 52Q (11347.770000 sec): 3 clusters
  Score: Raw -2875034.791941 + Penalty 3266.323160 = -2871768.468781
  nChanged 16
		SP:Iteration 53Q (11348.080000 sec): 3 clusters
  Score: Raw -2875037.339744 + Penalty 3266.323160 = -2871771.016583
  nChanged 16
		SP:Iteration 54Q (11348.400000 sec): 3 clusters
  Score: Raw -2875040.006046 + Penalty 3266.323160 = -2871773.682886
  nChanged 8
		SP:Iteration 55Q (11348.700000 sec): 3 clusters
  Score: Raw -2875041.200279 + Penalty 3266.323160 = -2871774.877119
  nChanged 9
		SP:Iteration 56Q (11349.050000 sec): 3 clusters
  Score: Raw -2875042.170985 + Penalty 3266.323160 = -2871775.847825
  nChanged 4
		SP:Iteration 57Q (11349.330000 sec): 3 clusters
  Score: Raw -2875042.835695 + Penalty 3266.323160 = -2871776.512535
  nChanged 1
		SP:Iteration 58Q (11349.640000 sec): 3 clusters
  Score: Raw -2875042.939962 + Penalty 3266.323160 = -2871776.616802
  nChanged 0
		SP:Iteration 59F (11349.950000 sec): 3 clusters
  Score: Raw -2875042.939962 + Penalty 3266.323160 = -2871776.616802
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 31 (608 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (11350.040000 sec): 2 clusters
  Score: Raw -64128.297310 + Penalty 1041.653418 = -63086.643891
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (11350.200000 sec): 3 clusters
  Score: Raw -64038.584393 + Penalty 2083.306837 = -61955.277556
  nChanged 174
		SP:Iteration 1F (11350.360000 sec): 3 clusters
  Score: Raw -64350.829663 + Penalty 2083.306837 = -62267.522826
  nChanged 56
		SP:Iteration 2F (11350.520000 sec): 3 clusters
  Score: Raw -64474.224232 + Penalty 2083.306837 = -62390.917396
  nChanged 40
		SP:Iteration 3F (11350.680000 sec): 3 clusters
  Score: Raw -64581.583782 + Penalty 2083.306837 = -62498.276945
  nChanged 29
		SP:Iteration 4Q (11350.840000 sec): 3 clusters
  Score: Raw -64643.336181 + Penalty 2083.306837 = -62560.029344
  nChanged 18
		SP:Iteration 5Q (11351.000000 sec): 3 clusters
  Score: Raw -64684.094141 + Penalty 2083.306837 = -62600.787304
  nChanged 7
		SP:Iteration 6Q (11351.160000 sec): 3 clusters
  Score: Raw -64697.186233 + Penalty 2083.306837 = -62613.879397
  nChanged 8
		SP:Iteration 7Q (11351.330000 sec): 3 clusters
  Score: Raw -64714.115227 + Penalty 2083.306837 = -62630.808391
  nChanged 6
		SP:Iteration 8Q (11351.540000 sec): 3 clusters
  Score: Raw -64721.949274 + Penalty 2083.306837 = -62638.642437
  nChanged 8
		SP:Iteration 9Q (11351.730000 sec): 3 clusters
  Score: Raw -64732.153524 + Penalty 2083.306837 = -62648.846687
  nChanged 6
		SP:Iteration 10Q (11351.890000 sec): 3 clusters
  Score: Raw -64738.342360 + Penalty 2083.306837 = -62655.035523
  nChanged 8
		SP:Iteration 11Q (11352.040000 sec): 3 clusters
  Score: Raw -64743.256081 + Penalty 2083.306837 = -62659.949245
  nChanged 3
		SP:Iteration 12Q (11352.190000 sec): 3 clusters
  Score: Raw -64746.619274 + Penalty 2083.306837 = -62663.312437
  nChanged 5
		SP:Iteration 13Q (11352.330000 sec): 3 clusters
  Score: Raw -64752.275872 + Penalty 2083.306837 = -62668.969035
  nChanged 4
		SP:Iteration 14Q (11352.500000 sec): 3 clusters
  Score: Raw -64761.277986 + Penalty 2083.306837 = -62677.971149
  nChanged 6
		SP:Iteration 15Q (11352.660000 sec): 3 clusters
  Score: Raw -64778.663821 + Penalty 2083.306837 = -62695.356984
  nChanged 9
		SP:Iteration 16Q (11352.820000 sec): 3 clusters
  Score: Raw -64798.635483 + Penalty 2083.306837 = -62715.328646
  nChanged 7
		SP:Iteration 17Q (11352.990000 sec): 3 clusters
  Score: Raw -64813.644234 + Penalty 2083.306837 = -62730.337397
  nChanged 8
		SP:Iteration 18Q (11353.150000 sec): 3 clusters
  Score: Raw -64836.428729 + Penalty 2083.306837 = -62753.121892
  nChanged 6
		SP:Iteration 19Q (11353.310000 sec): 3 clusters
  Score: Raw -64850.841492 + Penalty 2083.306837 = -62767.534655
  nChanged 8
		SP:Iteration 20F (11353.470000 sec): 3 clusters
  Score: Raw -64864.983018 + Penalty 2083.306837 = -62781.676181
  nChanged 6
		SP:Iteration 21Q (11353.640000 sec): 3 clusters
  Score: Raw -64888.765865 + Penalty 2083.306837 = -62805.459028
  nChanged 10
		SP:Iteration 22Q (11353.800000 sec): 3 clusters
  Score: Raw -64936.426353 + Penalty 2083.306837 = -62853.119517
  nChanged 14
		SP:Iteration 23Q (11353.960000 sec): 3 clusters
  Score: Raw -64973.893821 + Penalty 2083.306837 = -62890.586984
  nChanged 4
		SP:Iteration 24Q (11354.130000 sec): 3 clusters
  Score: Raw -64994.531701 + Penalty 2083.306837 = -62911.224864
  nChanged 2
		SP:Iteration 25Q (11354.290000 sec): 3 clusters
  Score: Raw -64998.123551 + Penalty 2083.306837 = -62914.816714
  nChanged 2
		SP:Iteration 26Q (11354.460000 sec): 3 clusters
  Score: Raw -64999.652787 + Penalty 2083.306837 = -62916.345950
  nChanged 0
		SP:Iteration 27F (11354.620000 sec): 3 clusters
  Score: Raw -64999.652787 + Penalty 2083.306837 = -62916.345950
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 32 (7570 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (11354.730000 sec): 2 clusters
  Score: Raw -920847.547044 + Penalty 1451.441606 = -919396.105437
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (11354.920000 sec): 3 clusters
  Score: Raw -916684.953311 + Penalty 2902.883213 = -913782.070098
  nChanged 3118
		SP:Iteration 1F (11355.100000 sec): 3 clusters
  Score: Raw -918355.022787 + Penalty 2902.883213 = -915452.139574
  nChanged 499
		SP:Iteration 2F (11355.320000 sec): 3 clusters
  Score: Raw -918599.998395 + Penalty 2902.883213 = -915697.115182
  nChanged 404
		SP:Iteration 3F (11355.530000 sec): 3 clusters
  Score: Raw -918777.271148 + Penalty 2902.883213 = -915874.387935
  nChanged 347
		SP:Iteration 4Q (11355.770000 sec): 3 clusters
  Score: Raw -918921.916655 + Penalty 2902.883213 = -916019.033443
  nChanged 304
		SP:Iteration 5Q (11355.920000 sec): 3 clusters
  Score: Raw -919052.061501 + Penalty 2902.883213 = -916149.178288
  nChanged 290
		SP:Iteration 6Q (11356.100000 sec): 3 clusters
  Score: Raw -919173.713772 + Penalty 2902.883213 = -916270.830560
  nChanged 275
		SP:Iteration 7Q (11356.280000 sec): 3 clusters
  Score: Raw -919316.901398 + Penalty 2902.883213 = -916414.018185
  nChanged 272
		SP:Iteration 8Q (11356.470000 sec): 3 clusters
  Score: Raw -919461.595367 + Penalty 2902.883213 = -916558.712155
  nChanged 276
		SP:Iteration 9Q (11356.650000 sec): 3 clusters
  Score: Raw -919622.716104 + Penalty 2902.883213 = -916719.832892
  nChanged 271
		SP:Iteration 10Q (11356.840000 sec): 3 clusters
  Score: Raw -919801.982098 + Penalty 2902.883213 = -916899.098886
  nChanged 274
		SP:Iteration 11Q (11357.020000 sec): 3 clusters
  Score: Raw -919970.829853 + Penalty 2902.883213 = -917067.946641
  nChanged 233
		SP:Iteration 12Q (11357.210000 sec): 3 clusters
  Score: Raw -920108.400006 + Penalty 2902.883213 = -917205.516794
  nChanged 225
		SP:Iteration 13Q (11357.390000 sec): 3 clusters
  Score: Raw -920227.328027 + Penalty 2902.883213 = -917324.444815
  nChanged 174
		SP:Iteration 14Q (11357.580000 sec): 3 clusters
  Score: Raw -920301.779632 + Penalty 2902.883213 = -917398.896420
  nChanged 141
		SP:Iteration 15Q (11357.760000 sec): 3 clusters
  Score: Raw -920366.520139 + Penalty 2902.883213 = -917463.636927
  nChanged 136
		SP:Iteration 16Q (11357.940000 sec): 3 clusters
  Score: Raw -920420.178981 + Penalty 2902.883213 = -917517.295768
  nChanged 104
		SP:Iteration 17Q (11358.130000 sec): 3 clusters
  Score: Raw -920463.975330 + Penalty 2902.883213 = -917561.092117
  nChanged 97
		SP:Iteration 18Q (11358.310000 sec): 3 clusters
  Score: Raw -920508.568599 + Penalty 2902.883213 = -917605.685387
  nChanged 92
		SP:Iteration 19Q (11358.500000 sec): 3 clusters
  Score: Raw -920552.887998 + Penalty 2902.883213 = -917650.004785
  nChanged 106
		SP:Iteration 20F (11358.680000 sec): 3 clusters
  Score: Raw -920590.549919 + Penalty 2902.883213 = -917687.666707
  nChanged 96
		SP:Iteration 21Q (11358.870000 sec): 3 clusters
  Score: Raw -920626.104346 + Penalty 2902.883213 = -917723.221134
  nChanged 85
		SP:Iteration 22Q (11359.090000 sec): 3 clusters
  Score: Raw -920656.245401 + Penalty 2902.883213 = -917753.362188
  nChanged 94
		SP:Iteration 23Q (11359.300000 sec): 3 clusters
  Score: Raw -920696.410908 + Penalty 2902.883213 = -917793.527695
  nChanged 101
		SP:Iteration 24Q (11359.500000 sec): 3 clusters
  Score: Raw -920738.324484 + Penalty 2902.883213 = -917835.441271
  nChanged 82
		SP:Iteration 25Q (11359.650000 sec): 3 clusters
  Score: Raw -920771.980509 + Penalty 2902.883213 = -917869.097297
  nChanged 88
		SP:Iteration 26Q (11359.830000 sec): 3 clusters
  Score: Raw -920803.234498 + Penalty 2902.883213 = -917900.351286
  nChanged 76
		SP:Iteration 27Q (11360.010000 sec): 3 clusters
  Score: Raw -920836.662338 + Penalty 2902.883213 = -917933.779126
  nChanged 64
		SP:Iteration 28Q (11360.200000 sec): 3 clusters
  Score: Raw -920863.772980 + Penalty 2902.883213 = -917960.889767
  nChanged 74
		SP:Iteration 29Q (11360.380000 sec): 3 clusters
  Score: Raw -920894.932816 + Penalty 2902.883213 = -917992.049603
  nChanged 69
		SP:Iteration 30Q (11360.560000 sec): 3 clusters
  Score: Raw -920927.816704 + Penalty 2902.883213 = -918024.933491
  nChanged 63
		SP:Iteration 31Q (11360.740000 sec): 3 clusters
  Score: Raw -920957.306672 + Penalty 2902.883213 = -918054.423459
  nChanged 69
		SP:Iteration 32Q (11360.930000 sec): 3 clusters
  Score: Raw -920994.469437 + Penalty 2902.883213 = -918091.586225
  nChanged 83
		SP:Iteration 33Q (11361.110000 sec): 3 clusters
  Score: Raw -921042.917720 + Penalty 2902.883213 = -918140.034508
  nChanged 95
		SP:Iteration 34Q (11361.290000 sec): 3 clusters
  Score: Raw -921094.016053 + Penalty 2902.883213 = -918191.132840
  nChanged 72
		SP:Iteration 35Q (11361.470000 sec): 3 clusters
  Score: Raw -921131.603079 + Penalty 2902.883213 = -918228.719866
  nChanged 60
		SP:Iteration 36Q (11361.650000 sec): 3 clusters
  Score: Raw -921161.107006 + Penalty 2902.883213 = -918258.223793
  nChanged 61
		SP:Iteration 37Q (11361.840000 sec): 3 clusters
  Score: Raw -921195.301443 + Penalty 2902.883213 = -918292.418230
  nChanged 54
		SP:Iteration 38Q (11362.020000 sec): 3 clusters
  Score: Raw -921226.906250 + Penalty 2902.883213 = -918324.023037
  nChanged 58
		SP:Iteration 39Q (11362.200000 sec): 3 clusters
  Score: Raw -921260.244346 + Penalty 2902.883213 = -918357.361134
  nChanged 46
		SP:Iteration 40F (11362.400000 sec): 3 clusters
  Score: Raw -921282.610277 + Penalty 2902.883213 = -918379.727065
  nChanged 47
		SP:Iteration 41Q (11362.590000 sec): 3 clusters
  Score: Raw -921301.311589 + Penalty 2902.883213 = -918398.428376
  nChanged 40
		SP:Iteration 42Q (11362.790000 sec): 3 clusters
  Score: Raw -921317.557363 + Penalty 2902.883213 = -918414.674151
  nChanged 35
		SP:Iteration 43Q (11362.960000 sec): 3 clusters
  Score: Raw -921327.368137 + Penalty 2902.883213 = -918424.484925
  nChanged 29
		SP:Iteration 44Q (11363.160000 sec): 3 clusters
  Score: Raw -921338.490651 + Penalty 2902.883213 = -918435.607438
  nChanged 30
		SP:Iteration 45Q (11363.330000 sec): 3 clusters
  Score: Raw -921348.237172 + Penalty 2902.883213 = -918445.353959
  nChanged 25
		SP:Iteration 46Q (11363.520000 sec): 3 clusters
  Score: Raw -921356.358672 + Penalty 2902.883213 = -918453.475460
  nChanged 14
		SP:Iteration 47Q (11363.700000 sec): 3 clusters
  Score: Raw -921360.869267 + Penalty 2902.883213 = -918457.986055
  nChanged 14
		SP:Iteration 48Q (11363.880000 sec): 3 clusters
  Score: Raw -921364.187051 + Penalty 2902.883213 = -918461.303839
  nChanged 9
		SP:Iteration 49Q (11364.060000 sec): 3 clusters
  Score: Raw -921366.808426 + Penalty 2902.883213 = -918463.925214
  nChanged 7
		SP:Iteration 50Q (11364.250000 sec): 3 clusters
  Score: Raw -921368.612977 + Penalty 2902.883213 = -918465.729764
  nChanged 12
		SP:Iteration 51Q (11364.440000 sec): 3 clusters
  Score: Raw -921373.456564 + Penalty 2902.883213 = -918470.573352
  nChanged 16
		SP:Iteration 52Q (11364.640000 sec): 3 clusters
  Score: Raw -921377.291830 + Penalty 2902.883213 = -918474.408618
  nChanged 15
		SP:Iteration 53Q (11364.840000 sec): 3 clusters
  Score: Raw -921381.970901 + Penalty 2902.883213 = -918479.087688
  nChanged 11
		SP:Iteration 54Q (11365.020000 sec): 3 clusters
  Score: Raw -921384.665973 + Penalty 2902.883213 = -918481.782760
  nChanged 7
		SP:Iteration 55Q (11365.210000 sec): 3 clusters
  Score: Raw -921385.985576 + Penalty 2902.883213 = -918483.102364
  nChanged 4
		SP:Iteration 56Q (11365.390000 sec): 3 clusters
  Score: Raw -921386.635362 + Penalty 2902.883213 = -918483.752150
  nChanged 4
		SP:Iteration 57Q (11365.580000 sec): 3 clusters
  Score: Raw -921387.280236 + Penalty 2902.883213 = -918484.397024
  nChanged 3
		SP:Iteration 58Q (11365.760000 sec): 3 clusters
  Score: Raw -921387.624120 + Penalty 2902.883213 = -918484.740907
  nChanged 1
		SP:Iteration 59Q (11365.940000 sec): 3 clusters
  Score: Raw -921388.070090 + Penalty 2902.883213 = -918485.186878
  nChanged 3
		SP:Iteration 60F (11366.200000 sec): 3 clusters
  Score: Raw -921388.665363 + Penalty 2902.883213 = -918485.782150
  nChanged 4
		SP:Iteration 61Q (11366.390000 sec): 3 clusters
  Score: Raw -921389.125202 + Penalty 2902.883213 = -918486.241989
  nChanged 4
		SP:Iteration 62Q (11366.550000 sec): 3 clusters
  Score: Raw -921390.106900 + Penalty 2902.883213 = -918487.223688
  nChanged 1
		SP:Iteration 63Q (11366.740000 sec): 3 clusters
  Score: Raw -921390.326852 + Penalty 2902.883213 = -918487.443640
  nChanged 2
		SP:Iteration 64Q (11366.940000 sec): 3 clusters
  Score: Raw -921390.754380 + Penalty 2902.883213 = -918487.871167
  nChanged 2
		SP:Iteration 65Q (11367.120000 sec): 3 clusters
  Score: Raw -921391.509998 + Penalty 2902.883213 = -918488.626786
  nChanged 3
		SP:Iteration 66Q (11367.340000 sec): 3 clusters
  Score: Raw -921391.962135 + Penalty 2902.883213 = -918489.078922
  nChanged 2
		SP:Iteration 67Q (11367.490000 sec): 3 clusters
  Score: Raw -921392.451246 + Penalty 2902.883213 = -918489.568033
  nChanged 0
		SP:Iteration 68F (11367.680000 sec): 3 clusters
  Score: Raw -921392.451246 + Penalty 2902.883213 = -918489.568033
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 33 (1990 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (11367.790000 sec): 2 clusters
  Score: Raw -234477.976435 + Penalty 1234.332112 = -233243.644324
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (11367.950000 sec): 3 clusters
  Score: Raw -233624.936045 + Penalty 2468.664223 = -231156.271822
  nChanged 727
		SP:Iteration 1F (11368.110000 sec): 3 clusters
  Score: Raw -234140.763528 + Penalty 2468.664223 = -231672.099305
  nChanged 167
		SP:Iteration 2F (11368.270000 sec): 3 clusters
  Score: Raw -234265.498058 + Penalty 2468.664223 = -231796.833835
  nChanged 116
		SP:Iteration 3F (11368.430000 sec): 3 clusters
  Score: Raw -234342.330787 + Penalty 2468.664223 = -231873.666564
  nChanged 67
		SP:Iteration 4Q (11368.590000 sec): 3 clusters
  Score: Raw -234381.645097 + Penalty 2468.664223 = -231912.980873
  nChanged 46
		SP:Iteration 5Q (11368.750000 sec): 3 clusters
  Score: Raw -234415.195453 + Penalty 2468.664223 = -231946.531230
  nChanged 51
		SP:Iteration 6Q (11368.910000 sec): 3 clusters
  Score: Raw -234455.538968 + Penalty 2468.664223 = -231986.874745
  nChanged 43
		SP:Iteration 7Q (11369.070000 sec): 3 clusters
  Score: Raw -234485.889105 + Penalty 2468.664223 = -232017.224881
  nChanged 48
		SP:Iteration 8Q (11369.230000 sec): 3 clusters
  Score: Raw -234516.671174 + Penalty 2468.664223 = -232048.006950
  nChanged 55
		SP:Iteration 9Q (11369.390000 sec): 3 clusters
  Score: Raw -234555.057995 + Penalty 2468.664223 = -232086.393772
  nChanged 39
		SP:Iteration 10Q (11369.550000 sec): 3 clusters
  Score: Raw -234588.808430 + Penalty 2468.664223 = -232120.144207
  nChanged 43
		SP:Iteration 11Q (11369.710000 sec): 3 clusters
  Score: Raw -234625.111912 + Penalty 2468.664223 = -232156.447689
  nChanged 45
		SP:Iteration 12Q (11369.870000 sec): 3 clusters
  Score: Raw -234661.718366 + Penalty 2468.664223 = -232193.054143
  nChanged 47
		SP:Iteration 13Q (11370.020000 sec): 3 clusters
  Score: Raw -234707.039487 + Penalty 2468.664223 = -232238.375264
  nChanged 46
		SP:Iteration 14Q (11370.180000 sec): 3 clusters
  Score: Raw -234771.452872 + Penalty 2468.664223 = -232302.788649
  nChanged 43
		SP:Iteration 15Q (11370.340000 sec): 3 clusters
  Score: Raw -234819.804809 + Penalty 2468.664223 = -232351.140586
  nChanged 33
		SP:Iteration 16Q (11370.550000 sec): 3 clusters
  Score: Raw -234867.940410 + Penalty 2468.664223 = -232399.276187
  nChanged 36
		SP:Iteration 17Q (11370.730000 sec): 3 clusters
  Score: Raw -234899.119282 + Penalty 2468.664223 = -232430.455059
  nChanged 29
		SP:Iteration 18Q (11370.950000 sec): 3 clusters
  Score: Raw -234925.384157 + Penalty 2468.664223 = -232456.719933
  nChanged 32
		SP:Iteration 19Q (11371.120000 sec): 3 clusters
  Score: Raw -234949.593114 + Penalty 2468.664223 = -232480.928890
  nChanged 22
		SP:Iteration 20F (11371.250000 sec): 3 clusters
  Score: Raw -234969.193404 + Penalty 2468.664223 = -232500.529181
  nChanged 17
		SP:Iteration 21Q (11371.420000 sec): 3 clusters
  Score: Raw -234978.378827 + Penalty 2468.664223 = -232509.714604
  nChanged 10
		SP:Iteration 22Q (11371.590000 sec): 3 clusters
  Score: Raw -234988.320203 + Penalty 2468.664223 = -232519.655980
  nChanged 9
		SP:Iteration 23Q (11371.750000 sec): 3 clusters
  Score: Raw -234995.020744 + Penalty 2468.664223 = -232526.356521
  nChanged 7
		SP:Iteration 24Q (11371.910000 sec): 3 clusters
  Score: Raw -234998.544892 + Penalty 2468.664223 = -232529.880669
  nChanged 5
		SP:Iteration 25Q (11372.070000 sec): 3 clusters
  Score: Raw -235003.359458 + Penalty 2468.664223 = -232534.695235
  nChanged 8
		SP:Iteration 26Q (11372.230000 sec): 3 clusters
  Score: Raw -235009.393765 + Penalty 2468.664223 = -232540.729542
  nChanged 6
		SP:Iteration 27Q (11372.390000 sec): 3 clusters
  Score: Raw -235013.879217 + Penalty 2468.664223 = -232545.214994
  nChanged 4
		SP:Iteration 28Q (11372.550000 sec): 3 clusters
  Score: Raw -235017.828955 + Penalty 2468.664223 = -232549.164731
  nChanged 4
		SP:Iteration 29Q (11372.710000 sec): 3 clusters
  Score: Raw -235021.244878 + Penalty 2468.664223 = -232552.580655
  nChanged 5
		SP:Iteration 30Q (11372.870000 sec): 3 clusters
  Score: Raw -235024.818684 + Penalty 2468.664223 = -232556.154461
  nChanged 4
		SP:Iteration 31Q (11373.030000 sec): 3 clusters
  Score: Raw -235027.072940 + Penalty 2468.664223 = -232558.408717
  nChanged 1
		SP:Iteration 32Q (11373.190000 sec): 3 clusters
  Score: Raw -235027.852913 + Penalty 2468.664223 = -232559.188690
  nChanged 0
		SP:Iteration 33F (11373.350000 sec): 3 clusters
  Score: Raw -235027.852913 + Penalty 2468.664223 = -232559.188690
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 34 (23540 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (11373.560000 sec): 2 clusters
  Score: Raw -2838287.717557 + Penalty 1635.799162 = -2836651.918395
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (11373.880000 sec): 3 clusters
  Score: Raw -2823899.182488 + Penalty 3271.598324 = -2820627.584164
  nChanged 10706
		SP:Iteration 1F (11374.160000 sec): 3 clusters
  Score: Raw -2830117.988790 + Penalty 3271.598324 = -2826846.390466
  nChanged 1465
		SP:Iteration 2F (11374.510000 sec): 3 clusters
  Score: Raw -2830958.196178 + Penalty 3271.598324 = -2827686.597854
  nChanged 1646
		SP:Iteration 3F (11374.790000 sec): 3 clusters
  Score: Raw -2831976.978396 + Penalty 3271.598324 = -2828705.380073
  nChanged 1762
		SP:Iteration 4F (11375.080000 sec): 3 clusters
  Score: Raw -2833133.565506 + Penalty 3271.598324 = -2829861.967183
  nChanged 1676
		SP:Iteration 5F (11375.410000 sec): 3 clusters
  Score: Raw -2834204.992368 + Penalty 3271.598324 = -2830933.394044
  nChanged 1425
		SP:Iteration 6F (11375.710000 sec): 3 clusters
  Score: Raw -2835136.578397 + Penalty 3271.598324 = -2831864.980074
  nChanged 1237
		SP:Iteration 7F (11376.040000 sec): 3 clusters
  Score: Raw -2835965.992330 + Penalty 3271.598324 = -2832694.394006
  nChanged 1090
		SP:Iteration 8Q (11376.380000 sec): 3 clusters
  Score: Raw -2836755.892505 + Penalty 3271.598324 = -2833484.294181
  nChanged 924
		SP:Iteration 9Q (11376.760000 sec): 3 clusters
  Score: Raw -2837454.479356 + Penalty 3271.598324 = -2834182.881032
  nChanged 747
		SP:Iteration 10Q (11377.130000 sec): 3 clusters
  Score: Raw -2838022.610548 + Penalty 3271.598324 = -2834751.012224
  nChanged 501
		SP:Iteration 11Q (11377.360000 sec): 3 clusters
  Score: Raw -2838428.858730 + Penalty 3271.598324 = -2835157.260406
  nChanged 357
		SP:Iteration 12Q (11377.660000 sec): 3 clusters
  Score: Raw -2838743.325668 + Penalty 3271.598324 = -2835471.727344
  nChanged 258
		SP:Iteration 13Q (11377.960000 sec): 3 clusters
  Score: Raw -2838969.413642 + Penalty 3271.598324 = -2835697.815318
  nChanged 168
		SP:Iteration 14Q (11378.280000 sec): 3 clusters
  Score: Raw -2839127.087811 + Penalty 3271.598324 = -2835855.489488
  nChanged 120
		SP:Iteration 15Q (11378.590000 sec): 3 clusters
  Score: Raw -2839227.891985 + Penalty 3271.598324 = -2835956.293661
  nChanged 91
		SP:Iteration 16Q (11378.930000 sec): 3 clusters
  Score: Raw -2839280.305758 + Penalty 3271.598324 = -2836008.707434
  nChanged 55
		SP:Iteration 17Q (11379.240000 sec): 3 clusters
  Score: Raw -2839308.473968 + Penalty 3271.598324 = -2836036.875645
  nChanged 35
		SP:Iteration 18Q (11379.570000 sec): 3 clusters
  Score: Raw -2839329.932578 + Penalty 3271.598324 = -2836058.334254
  nChanged 40
		SP:Iteration 19Q (11379.890000 sec): 3 clusters
  Score: Raw -2839349.192931 + Penalty 3271.598324 = -2836077.594607
  nChanged 28
		SP:Iteration 20F (11380.200000 sec): 3 clusters
  Score: Raw -2839362.636549 + Penalty 3271.598324 = -2836091.038226
  nChanged 15
		SP:Iteration 21Q (11380.490000 sec): 3 clusters
  Score: Raw -2839369.601300 + Penalty 3271.598324 = -2836098.002977
  nChanged 8
		SP:Iteration 22Q (11380.760000 sec): 3 clusters
  Score: Raw -2839372.667287 + Penalty 3271.598324 = -2836101.068963
  nChanged 8
		SP:Iteration 23Q (11381.060000 sec): 3 clusters
  Score: Raw -2839375.945925 + Penalty 3271.598324 = -2836104.347601
  nChanged 11
		SP:Iteration 24Q (11381.360000 sec): 3 clusters
  Score: Raw -2839382.173651 + Penalty 3271.598324 = -2836110.575327
  nChanged 18
		SP:Iteration 25Q (11381.670000 sec): 3 clusters
  Score: Raw -2839388.316266 + Penalty 3271.598324 = -2836116.717942
  nChanged 14
		SP:Iteration 26Q (11381.980000 sec): 3 clusters
  Score: Raw -2839394.101853 + Penalty 3271.598324 = -2836122.503529
  nChanged 12
		SP:Iteration 27Q (11382.360000 sec): 3 clusters
  Score: Raw -2839399.178391 + Penalty 3271.598324 = -2836127.580067
  nChanged 9
		SP:Iteration 28Q (11382.640000 sec): 3 clusters
  Score: Raw -2839401.179248 + Penalty 3271.598324 = -2836129.580924
  nChanged 4
		SP:Iteration 29Q (11382.870000 sec): 3 clusters
  Score: Raw -2839402.761026 + Penalty 3271.598324 = -2836131.162703
  nChanged 3
		SP:Iteration 30Q (11383.150000 sec): 3 clusters
  Score: Raw -2839403.550131 + Penalty 3271.598324 = -2836131.951808
  nChanged 3
		SP:Iteration 31Q (11383.430000 sec): 3 clusters
  Score: Raw -2839404.838947 + Penalty 3271.598324 = -2836133.240623
  nChanged 3
		SP:Iteration 32Q (11383.740000 sec): 3 clusters
  Score: Raw -2839406.220838 + Penalty 3271.598324 = -2836134.622514
  nChanged 2
		SP:Iteration 33Q (11384.050000 sec): 3 clusters
  Score: Raw -2839406.609649 + Penalty 3271.598324 = -2836135.011325
  nChanged 1
		SP:Iteration 34Q (11384.350000 sec): 3 clusters
  Score: Raw -2839406.765836 + Penalty 3271.598324 = -2836135.167512
  nChanged 0
		SP:Iteration 35F (11384.660000 sec): 3 clusters
  Score: Raw -2839406.765836 + Penalty 3271.598324 = -2836135.167512
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 35 (1165 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (11384.730000 sec): 2 clusters
  Score: Raw -138230.862594 + Penalty 1147.327409 = -137083.535184
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (11384.890000 sec): 3 clusters
  Score: Raw -137858.621618 + Penalty 2294.654819 = -135563.966799
  nChanged 367
		SP:Iteration 1F (11385.090000 sec): 3 clusters
  Score: Raw -138188.996710 + Penalty 2294.654819 = -135894.341891
  nChanged 86
		SP:Iteration 2F (11385.300000 sec): 3 clusters
  Score: Raw -138285.648850 + Penalty 2294.654819 = -135990.994031
  nChanged 59
		SP:Iteration 3F (11385.430000 sec): 3 clusters
  Score: Raw -138357.071207 + Penalty 2294.654819 = -136062.416388
  nChanged 43
		SP:Iteration 4Q (11385.590000 sec): 3 clusters
  Score: Raw -138421.354489 + Penalty 2294.654819 = -136126.699670
  nChanged 36
		SP:Iteration 5Q (11385.750000 sec): 3 clusters
  Score: Raw -138494.129083 + Penalty 2294.654819 = -136199.474264
  nChanged 42
		SP:Iteration 6Q (11385.920000 sec): 3 clusters
  Score: Raw -138555.799770 + Penalty 2294.654819 = -136261.144951
  nChanged 36
		SP:Iteration 7Q (11386.090000 sec): 3 clusters
  Score: Raw -138598.855662 + Penalty 2294.654819 = -136304.200843
  nChanged 31
		SP:Iteration 8Q (11386.250000 sec): 3 clusters
  Score: Raw -138624.300457 + Penalty 2294.654819 = -136329.645638
  nChanged 16
		SP:Iteration 9Q (11386.410000 sec): 3 clusters
  Score: Raw -138636.073853 + Penalty 2294.654819 = -136341.419034
  nChanged 13
		SP:Iteration 10Q (11386.570000 sec): 3 clusters
  Score: Raw -138650.977702 + Penalty 2294.654819 = -136356.322883
  nChanged 16
		SP:Iteration 11Q (11386.740000 sec): 3 clusters
  Score: Raw -138666.727340 + Penalty 2294.654819 = -136372.072521
  nChanged 9
		SP:Iteration 12Q (11386.900000 sec): 3 clusters
  Score: Raw -138673.558995 + Penalty 2294.654819 = -136378.904176
  nChanged 7
		SP:Iteration 13Q (11387.070000 sec): 3 clusters
  Score: Raw -138680.919643 + Penalty 2294.654819 = -136386.264824
  nChanged 6
		SP:Iteration 14Q (11387.230000 sec): 3 clusters
  Score: Raw -138686.585639 + Penalty 2294.654819 = -136391.930820
  nChanged 6
		SP:Iteration 15Q (11387.390000 sec): 3 clusters
  Score: Raw -138689.607561 + Penalty 2294.654819 = -136394.952742
  nChanged 3
		SP:Iteration 16Q (11387.560000 sec): 3 clusters
  Score: Raw -138694.286467 + Penalty 2294.654819 = -136399.631648
  nChanged 6
		SP:Iteration 17Q (11387.720000 sec): 3 clusters
  Score: Raw -138697.166239 + Penalty 2294.654819 = -136402.511420
  nChanged 2
		SP:Iteration 18Q (11387.880000 sec): 3 clusters
  Score: Raw -138698.032729 + Penalty 2294.654819 = -136403.377910
  nChanged 0
		SP:Iteration 19F (11388.050000 sec): 3 clusters
  Score: Raw -138698.032729 + Penalty 2294.654819 = -136403.377910
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 36 (704 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (11388.130000 sec): 2 clusters
  Score: Raw -83030.501378 + Penalty 1065.476483 = -81965.024895
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (11388.300000 sec): 3 clusters
  Score: Raw -82884.303398 + Penalty 2130.952966 = -80753.350432
  nChanged 189
		SP:Iteration 1F (11388.450000 sec): 3 clusters
  Score: Raw -83065.178983 + Penalty 2130.952966 = -80934.226018
  nChanged 39
		SP:Iteration 2F (11388.620000 sec): 3 clusters
  Score: Raw -83103.345818 + Penalty 2130.952966 = -80972.392852
  nChanged 13
		SP:Iteration 3Q (11388.790000 sec): 3 clusters
  Score: Raw -83118.412792 + Penalty 2130.952966 = -80987.459827
  nChanged 10
		SP:Iteration 4Q (11388.930000 sec): 3 clusters
  Score: Raw -83136.168304 + Penalty 2130.952966 = -81005.215338
  nChanged 14
		SP:Iteration 5Q (11389.090000 sec): 3 clusters
  Score: Raw -83153.681341 + Penalty 2130.952966 = -81022.728375
  nChanged 6
		SP:Iteration 6Q (11389.280000 sec): 3 clusters
  Score: Raw -83161.494187 + Penalty 2130.952966 = -81030.541221
  nChanged 4
		SP:Iteration 7Q (11389.420000 sec): 3 clusters
  Score: Raw -83166.135583 + Penalty 2130.952966 = -81035.182617
  nChanged 0
		SP:Iteration 8F (11389.570000 sec): 3 clusters
  Score: Raw -83166.135583 + Penalty 2130.952966 = -81035.182617
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 37 (1736 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (11389.650000 sec): 2 clusters
  Score: Raw -222467.808786 + Penalty 1212.142570 = -221255.666216
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (11389.810000 sec): 3 clusters
  Score: Raw -221803.645471 + Penalty 2424.285141 = -219379.360330
  nChanged 598
		SP:Iteration 1F (11389.970000 sec): 3 clusters
  Score: Raw -222344.177264 + Penalty 2424.285141 = -219919.892123
  nChanged 175
		SP:Iteration 2F (11390.130000 sec): 3 clusters
  Score: Raw -222517.812335 + Penalty 2424.285141 = -220093.527194
  nChanged 99
		SP:Iteration 3F (11390.310000 sec): 3 clusters
  Score: Raw -222654.155851 + Penalty 2424.285141 = -220229.870710
  nChanged 76
		SP:Iteration 4Q (11390.510000 sec): 3 clusters
  Score: Raw -222740.050548 + Penalty 2424.285141 = -220315.765407
  nChanged 71
		SP:Iteration 5Q (11390.670000 sec): 3 clusters
  Score: Raw -222809.283962 + Penalty 2424.285141 = -220384.998821
  nChanged 47
		SP:Iteration 6Q (11390.810000 sec): 3 clusters
  Score: Raw -222857.238962 + Penalty 2424.285141 = -220432.953821
  nChanged 38
		SP:Iteration 7Q (11390.970000 sec): 3 clusters
  Score: Raw -222899.350981 + Penalty 2424.285141 = -220475.065840
  nChanged 30
		SP:Iteration 8Q (11391.110000 sec): 3 clusters
  Score: Raw -222928.583715 + Penalty 2424.285141 = -220504.298574
  nChanged 25
		SP:Iteration 9Q (11391.260000 sec): 3 clusters
  Score: Raw -222956.795297 + Penalty 2424.285141 = -220532.510156
  nChanged 23
		SP:Iteration 10Q (11391.410000 sec): 3 clusters
  Score: Raw -222982.993792 + Penalty 2424.285141 = -220558.708651
  nChanged 27
		SP:Iteration 11Q (11391.570000 sec): 3 clusters
  Score: Raw -223007.296603 + Penalty 2424.285141 = -220583.011462
  nChanged 24
		SP:Iteration 12Q (11391.710000 sec): 3 clusters
  Score: Raw -223030.557290 + Penalty 2424.285141 = -220606.272149
  nChanged 23
		SP:Iteration 13Q (11391.870000 sec): 3 clusters
  Score: Raw -223056.294687 + Penalty 2424.285141 = -220632.009546
  nChanged 21
		SP:Iteration 14Q (11392.030000 sec): 3 clusters
  Score: Raw -223089.319637 + Penalty 2424.285141 = -220665.034496
  nChanged 24
		SP:Iteration 15Q (11392.230000 sec): 3 clusters
  Score: Raw -223121.648097 + Penalty 2424.285141 = -220697.362957
  nChanged 17
		SP:Iteration 16Q (11392.380000 sec): 3 clusters
  Score: Raw -223144.028276 + Penalty 2424.285141 = -220719.743135
  nChanged 21
		SP:Iteration 17Q (11392.550000 sec): 3 clusters
  Score: Raw -223161.771442 + Penalty 2424.285141 = -220737.486301
  nChanged 15
		SP:Iteration 18Q (11392.750000 sec): 3 clusters
  Score: Raw -223171.263799 + Penalty 2424.285141 = -220746.978658
  nChanged 13
		SP:Iteration 19Q (11392.940000 sec): 3 clusters
  Score: Raw -223180.737845 + Penalty 2424.285141 = -220756.452704
  nChanged 7
		SP:Iteration 20F (11393.090000 sec): 3 clusters
  Score: Raw -223184.059327 + Penalty 2424.285141 = -220759.774186
  nChanged 2
		SP:Iteration 21Q (11393.240000 sec): 3 clusters
  Score: Raw -223185.125675 + Penalty 2424.285141 = -220760.840534
  nChanged 1
		SP:Iteration 22Q (11393.400000 sec): 3 clusters
  Score: Raw -223185.990501 + Penalty 2424.285141 = -220761.705360
  nChanged 0
		SP:Iteration 23F (11393.560000 sec): 3 clusters
  Score: Raw -223185.990501 + Penalty 2424.285141 = -220761.705360
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 38 (243 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (11393.640000 sec): 2 clusters
  Score: Raw -22973.183452 + Penalty 892.622485 = -22080.560968
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (11393.800000 sec): 3 clusters
  Score: Raw -23068.978966 + Penalty 1785.244969 = -21283.733997
  nChanged 50
		SP:Iteration 1F (11393.960000 sec): 3 clusters
  Score: Raw -23289.234307 + Penalty 1785.244969 = -21503.989338
  nChanged 18
		SP:Iteration 2F (11394.120000 sec): 3 clusters
  Score: Raw -23428.563127 + Penalty 1785.244969 = -21643.318158
  nChanged 10
		SP:Iteration 3Q (11394.280000 sec): 3 clusters
  Score: Raw -23464.793501 + Penalty 1785.244969 = -21679.548531
  nChanged 6
		SP:Iteration 4Q (11394.440000 sec): 3 clusters
  Score: Raw -23489.862604 + Penalty 1785.244969 = -21704.617635
  nChanged 6
		SP:Iteration 5Q (11394.560000 sec): 3 clusters
  Score: Raw -23513.845718 + Penalty 1785.244969 = -21728.600749
  nChanged 8
		SP:Iteration 6Q (11394.720000 sec): 3 clusters
  Score: Raw -23566.823370 + Penalty 1785.244969 = -21781.578401
  nChanged 8
		SP:Iteration 7Q (11394.880000 sec): 3 clusters
  Score: Raw -23638.816279 + Penalty 1785.244969 = -21853.571310
  nChanged 6
		SP:Iteration 8Q (11395.040000 sec): 3 clusters
  Score: Raw -23691.448456 + Penalty 1785.244969 = -21906.203487
  nChanged 7
		SP:Iteration 9Q (11395.200000 sec): 3 clusters
  Score: Raw -23749.907620 + Penalty 1785.244969 = -21964.662651
  nChanged 3
		SP:Iteration 10Q (11395.360000 sec): 3 clusters
  Score: Raw -23787.291730 + Penalty 1785.244969 = -22002.046761
  nChanged 5
		SP:Iteration 11Q (11395.520000 sec): 3 clusters
  Score: Raw -23827.748414 + Penalty 1785.244969 = -22042.503445
  nChanged 2
		SP:Iteration 12Q (11395.680000 sec): 3 clusters
  Score: Raw -23836.986952 + Penalty 1785.244969 = -22051.741983
  nChanged 2
		SP:Iteration 13Q (11395.840000 sec): 3 clusters
  Score: Raw -23851.506348 + Penalty 1785.244969 = -22066.261379
  nChanged 0
		SP:Iteration 14F (11396.000000 sec): 3 clusters
  Score: Raw -23851.506348 + Penalty 1785.244969 = -22066.261379
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 39 (11589 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (11396.170000 sec): 2 clusters
  Score: Raw -1329428.440541 + Penalty 1520.644393 = -1327907.796148
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (11396.450000 sec): 3 clusters
  Score: Raw -1322710.569851 + Penalty 3041.288787 = -1319669.281065
  nChanged 5142
		SP:Iteration 1F (11396.660000 sec): 3 clusters
  Score: Raw -1325685.414996 + Penalty 3041.288787 = -1322644.126210
  nChanged 766
		SP:Iteration 2F (11396.880000 sec): 3 clusters
  Score: Raw -1326096.142824 + Penalty 3041.288787 = -1323054.854037
  nChanged 688
		SP:Iteration 3F (11397.110000 sec): 3 clusters
  Score: Raw -1326475.330346 + Penalty 3041.288787 = -1323434.041559
  nChanged 680
		SP:Iteration 4F (11397.350000 sec): 3 clusters
  Score: Raw -1326884.222711 + Penalty 3041.288787 = -1323842.933924
  nChanged 700
		SP:Iteration 5F (11397.550000 sec): 3 clusters
  Score: Raw -1327311.049874 + Penalty 3041.288787 = -1324269.761087
  nChanged 639
		SP:Iteration 6F (11397.750000 sec): 3 clusters
  Score: Raw -1327690.968659 + Penalty 3041.288787 = -1324649.679873
  nChanged 547
		SP:Iteration 7Q (11397.980000 sec): 3 clusters
  Score: Raw -1328019.932764 + Penalty 3041.288787 = -1324978.643978
  nChanged 495
		SP:Iteration 8Q (11398.180000 sec): 3 clusters
  Score: Raw -1328323.035619 + Penalty 3041.288787 = -1325281.746832
  nChanged 430
		SP:Iteration 9Q (11398.410000 sec): 3 clusters
  Score: Raw -1328577.770773 + Penalty 3041.288787 = -1325536.481986
  nChanged 380
		SP:Iteration 10Q (11398.650000 sec): 3 clusters
  Score: Raw -1328814.688515 + Penalty 3041.288787 = -1325773.399728
  nChanged 322
		SP:Iteration 11Q (11398.880000 sec): 3 clusters
  Score: Raw -1329000.511698 + Penalty 3041.288787 = -1325959.222912
  nChanged 278
		SP:Iteration 12Q (11399.120000 sec): 3 clusters
  Score: Raw -1329138.879645 + Penalty 3041.288787 = -1326097.590859
  nChanged 233
		SP:Iteration 13Q (11399.390000 sec): 3 clusters
  Score: Raw -1329247.460166 + Penalty 3041.288787 = -1326206.171380
  nChanged 207
		SP:Iteration 14Q (11399.650000 sec): 3 clusters
  Score: Raw -1329336.240232 + Penalty 3041.288787 = -1326294.951446
  nChanged 158
		SP:Iteration 15Q (11399.870000 sec): 3 clusters
  Score: Raw -1329397.457367 + Penalty 3041.288787 = -1326356.168580
  nChanged 127
		SP:Iteration 16Q (11400.110000 sec): 3 clusters
  Score: Raw -1329443.912542 + Penalty 3041.288787 = -1326402.623756
  nChanged 121
		SP:Iteration 17Q (11400.310000 sec): 3 clusters
  Score: Raw -1329494.866276 + Penalty 3041.288787 = -1326453.577490
  nChanged 118
		SP:Iteration 18Q (11400.470000 sec): 3 clusters
  Score: Raw -1329545.829326 + Penalty 3041.288787 = -1326504.540540
  nChanged 134
		SP:Iteration 19Q (11400.650000 sec): 3 clusters
  Score: Raw -1329609.755514 + Penalty 3041.288787 = -1326568.466727
  nChanged 147
		SP:Iteration 20F (11400.910000 sec): 3 clusters
  Score: Raw -1329688.275350 + Penalty 3041.288787 = -1326646.986564
  nChanged 131
		SP:Iteration 21Q (11401.070000 sec): 3 clusters
  Score: Raw -1329748.732171 + Penalty 3041.288787 = -1326707.443384
  nChanged 109
		SP:Iteration 22Q (11401.300000 sec): 3 clusters
  Score: Raw -1329792.999615 + Penalty 3041.288787 = -1326751.710829
  nChanged 93
		SP:Iteration 23Q (11401.530000 sec): 3 clusters
  Score: Raw -1329832.129698 + Penalty 3041.288787 = -1326790.840911
  nChanged 84
		SP:Iteration 24Q (11401.730000 sec): 3 clusters
  Score: Raw -1329870.297598 + Penalty 3041.288787 = -1326829.008811
  nChanged 78
		SP:Iteration 25Q (11401.920000 sec): 3 clusters
  Score: Raw -1329901.117796 + Penalty 3041.288787 = -1326859.829010
  nChanged 69
		SP:Iteration 26Q (11402.110000 sec): 3 clusters
  Score: Raw -1329926.970902 + Penalty 3041.288787 = -1326885.682115
  nChanged 79
		SP:Iteration 27Q (11402.310000 sec): 3 clusters
  Score: Raw -1329952.792720 + Penalty 3041.288787 = -1326911.503933
  nChanged 52
		SP:Iteration 28Q (11402.520000 sec): 3 clusters
  Score: Raw -1329967.572138 + Penalty 3041.288787 = -1326926.283351
  nChanged 46
		SP:Iteration 29Q (11402.760000 sec): 3 clusters
  Score: Raw -1329980.636016 + Penalty 3041.288787 = -1326939.347229
  nChanged 44
		SP:Iteration 30Q (11403.010000 sec): 3 clusters
  Score: Raw -1329992.402350 + Penalty 3041.288787 = -1326951.113563
  nChanged 38
		SP:Iteration 31Q (11403.260000 sec): 3 clusters
  Score: Raw -1330002.601456 + Penalty 3041.288787 = -1326961.312669
  nChanged 32
		SP:Iteration 32Q (11403.460000 sec): 3 clusters
  Score: Raw -1330009.532462 + Penalty 3041.288787 = -1326968.243675
  nChanged 25
		SP:Iteration 33Q (11403.640000 sec): 3 clusters
  Score: Raw -1330014.495344 + Penalty 3041.288787 = -1326973.206558
  nChanged 24
		SP:Iteration 34Q (11403.830000 sec): 3 clusters
  Score: Raw -1330020.622381 + Penalty 3041.288787 = -1326979.333595
  nChanged 21
		SP:Iteration 35Q (11404.070000 sec): 3 clusters
  Score: Raw -1330024.852144 + Penalty 3041.288787 = -1326983.563358
  nChanged 19
		SP:Iteration 36Q (11404.300000 sec): 3 clusters
  Score: Raw -1330028.390341 + Penalty 3041.288787 = -1326987.101555
  nChanged 12
		SP:Iteration 37Q (11404.450000 sec): 3 clusters
  Score: Raw -1330030.964975 + Penalty 3041.288787 = -1326989.676189
  nChanged 12
		SP:Iteration 38Q (11404.640000 sec): 3 clusters
  Score: Raw -1330034.031770 + Penalty 3041.288787 = -1326992.742983
  nChanged 12
		SP:Iteration 39Q (11404.840000 sec): 3 clusters
  Score: Raw -1330036.476196 + Penalty 3041.288787 = -1326995.187409
  nChanged 18
		SP:Iteration 40F (11405.070000 sec): 3 clusters
  Score: Raw -1330039.404618 + Penalty 3041.288787 = -1326998.115832
  nChanged 9
		SP:Iteration 41Q (11405.310000 sec): 3 clusters
  Score: Raw -1330040.335715 + Penalty 3041.288787 = -1326999.046928
  nChanged 8
		SP:Iteration 42Q (11405.470000 sec): 3 clusters
  Score: Raw -1330041.928064 + Penalty 3041.288787 = -1327000.639277
  nChanged 10
		SP:Iteration 43Q (11405.670000 sec): 3 clusters
  Score: Raw -1330044.172285 + Penalty 3041.288787 = -1327002.883498
  nChanged 9
		SP:Iteration 44Q (11405.950000 sec): 3 clusters
  Score: Raw -1330045.787483 + Penalty 3041.288787 = -1327004.498696
  nChanged 10
		SP:Iteration 45Q (11406.210000 sec): 3 clusters
  Score: Raw -1330047.563590 + Penalty 3041.288787 = -1327006.274804
  nChanged 9
		SP:Iteration 46Q (11406.420000 sec): 3 clusters
  Score: Raw -1330049.820881 + Penalty 3041.288787 = -1327008.532094
  nChanged 15
		SP:Iteration 47Q (11406.610000 sec): 3 clusters
  Score: Raw -1330052.776714 + Penalty 3041.288787 = -1327011.487927
  nChanged 10
		SP:Iteration 48Q (11406.800000 sec): 3 clusters
  Score: Raw -1330054.397765 + Penalty 3041.288787 = -1327013.108979
  nChanged 4
		SP:Iteration 49Q (11407.000000 sec): 3 clusters
  Score: Raw -1330055.448688 + Penalty 3041.288787 = -1327014.159901
  nChanged 3
		SP:Iteration 50Q (11407.280000 sec): 3 clusters
  Score: Raw -1330056.439457 + Penalty 3041.288787 = -1327015.150670
  nChanged 5
		SP:Iteration 51Q (11407.440000 sec): 3 clusters
  Score: Raw -1330057.019621 + Penalty 3041.288787 = -1327015.730835
  nChanged 3
		SP:Iteration 52Q (11407.680000 sec): 3 clusters
  Score: Raw -1330058.250627 + Penalty 3041.288787 = -1327016.961840
  nChanged 5
		SP:Iteration 53Q (11407.880000 sec): 3 clusters
  Score: Raw -1330059.276819 + Penalty 3041.288787 = -1327017.988033
  nChanged 5
		SP:Iteration 54Q (11408.080000 sec): 3 clusters
  Score: Raw -1330059.850005 + Penalty 3041.288787 = -1327018.561218
  nChanged 5
		SP:Iteration 55Q (11408.280000 sec): 3 clusters
  Score: Raw -1330060.597379 + Penalty 3041.288787 = -1327019.308592
  nChanged 2
		SP:Iteration 56Q (11408.480000 sec): 3 clusters
  Score: Raw -1330060.844359 + Penalty 3041.288787 = -1327019.555573
  nChanged 5
		SP:Iteration 57Q (11408.670000 sec): 3 clusters
  Score: Raw -1330061.825641 + Penalty 3041.288787 = -1327020.536854
  nChanged 5
		SP:Iteration 58Q (11408.930000 sec): 3 clusters
  Score: Raw -1330062.558169 + Penalty 3041.288787 = -1327021.269382
  nChanged 7
		SP:Iteration 59Q (11409.190000 sec): 3 clusters
  Score: Raw -1330063.685345 + Penalty 3041.288787 = -1327022.396558
  nChanged 7
		SP:Iteration 60F (11409.350000 sec): 3 clusters
  Score: Raw -1330064.622636 + Penalty 3041.288787 = -1327023.333849
  nChanged 5
		SP:Iteration 61Q (11409.550000 sec): 3 clusters
  Score: Raw -1330065.484748 + Penalty 3041.288787 = -1327024.195962
  nChanged 7
		SP:Iteration 62Q (11409.840000 sec): 3 clusters
  Score: Raw -1330066.580043 + Penalty 3041.288787 = -1327025.291256
  nChanged 2
		SP:Iteration 63Q (11410.020000 sec): 3 clusters
  Score: Raw -1330066.761080 + Penalty 3041.288787 = -1327025.472294
  nChanged 2
		SP:Iteration 64Q (11410.230000 sec): 3 clusters
  Score: Raw -1330066.965626 + Penalty 3041.288787 = -1327025.676840
  nChanged 1
		SP:Iteration 65Q (11410.420000 sec): 3 clusters
  Score: Raw -1330067.016948 + Penalty 3041.288787 = -1327025.728161
  nChanged 1
		SP:Iteration 66Q (11410.620000 sec): 3 clusters
  Score: Raw -1330067.139125 + Penalty 3041.288787 = -1327025.850338
  nChanged 1
		SP:Iteration 67Q (11410.820000 sec): 3 clusters
  Score: Raw -1330067.220008 + Penalty 3041.288787 = -1327025.931221
  nChanged 1
		SP:Iteration 68Q (11411.010000 sec): 3 clusters
  Score: Raw -1330067.332320 + Penalty 3041.288787 = -1327026.043533
  nChanged 0
		SP:Iteration 69F (11411.210000 sec): 3 clusters
  Score: Raw -1330067.332320 + Penalty 3041.288787 = -1327026.043533
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 40 (369 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (11411.260000 sec): 2 clusters
  Score: Raw -28734.207867 + Penalty 960.504455 = -27773.703412
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (11411.420000 sec): 3 clusters
  Score: Raw -28780.045047 + Penalty 1921.008909 = -26859.036138
  nChanged 86
		SP:Iteration 1F (11411.580000 sec): 3 clusters
  Score: Raw -29043.478684 + Penalty 1921.008909 = -27122.469774
  nChanged 50
		SP:Iteration 2F (11411.850000 sec): 3 clusters
  Score: Raw -29279.984461 + Penalty 1921.008909 = -27358.975552
  nChanged 25
		SP:Iteration 3F (11412.050000 sec): 3 clusters
  Score: Raw -29414.189557 + Penalty 1921.008909 = -27493.180647
  nChanged 9
		SP:Iteration 4Q (11412.290000 sec): 3 clusters
  Score: Raw -29447.916258 + Penalty 1921.008909 = -27526.907349
  nChanged 6
		SP:Iteration 5Q (11412.430000 sec): 3 clusters
  Score: Raw -29467.437733 + Penalty 1921.008909 = -27546.428824
  nChanged 4
		SP:Iteration 6Q (11412.640000 sec): 3 clusters
  Score: Raw -29488.886052 + Penalty 1921.008909 = -27567.877143
  nChanged 1
		SP:Iteration 7Q (11412.800000 sec): 3 clusters
  Score: Raw -29492.232125 + Penalty 1921.008909 = -27571.223216
  nChanged 2
		SP:Iteration 8Q (11412.960000 sec): 3 clusters
  Score: Raw -29496.781522 + Penalty 1921.008909 = -27575.772613
  nChanged 1
		SP:Iteration 9Q (11413.120000 sec): 3 clusters
  Score: Raw -29498.884004 + Penalty 1921.008909 = -27577.875095
  nChanged 0
		SP:Iteration 10F (11413.280000 sec): 3 clusters
  Score: Raw -29498.884004 + Penalty 1921.008909 = -27577.875095
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 41 (981 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (11413.370000 sec): 2 clusters
  Score: Raw -122032.481134 + Penalty 1119.393025 = -120913.088109
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (11413.520000 sec): 3 clusters
  Score: Raw -121693.664032 + Penalty 2238.786049 = -119454.877983
  nChanged 282
		SP:Iteration 1F (11413.680000 sec): 3 clusters
  Score: Raw -121960.636474 + Penalty 2238.786049 = -119721.850425
  nChanged 74
		SP:Iteration 2F (11413.840000 sec): 3 clusters
  Score: Raw -122029.226853 + Penalty 2238.786049 = -119790.440804
  nChanged 42
		SP:Iteration 3Q (11413.990000 sec): 3 clusters
  Score: Raw -122067.205352 + Penalty 2238.786049 = -119828.419303
  nChanged 19
		SP:Iteration 4Q (11414.150000 sec): 3 clusters
  Score: Raw -122089.364064 + Penalty 2238.786049 = -119850.578015
  nChanged 16
		SP:Iteration 5Q (11414.310000 sec): 3 clusters
  Score: Raw -122108.197296 + Penalty 2238.786049 = -119869.411247
  nChanged 13
		SP:Iteration 6Q (11414.470000 sec): 3 clusters
  Score: Raw -122121.588618 + Penalty 2238.786049 = -119882.802568
  nChanged 8
		SP:Iteration 7Q (11414.630000 sec): 3 clusters
  Score: Raw -122128.833045 + Penalty 2238.786049 = -119890.046996
  nChanged 5
		SP:Iteration 8Q (11414.780000 sec): 3 clusters
  Score: Raw -122134.470510 + Penalty 2238.786049 = -119895.684460
  nChanged 7
		SP:Iteration 9Q (11414.940000 sec): 3 clusters
  Score: Raw -122139.924409 + Penalty 2238.786049 = -119901.138359
  nChanged 3
		SP:Iteration 10Q (11415.090000 sec): 3 clusters
  Score: Raw -122141.829216 + Penalty 2238.786049 = -119903.043167
  nChanged 2
		SP:Iteration 11Q (11415.250000 sec): 3 clusters
  Score: Raw -122143.814829 + Penalty 2238.786049 = -119905.028780
  nChanged 2
		SP:Iteration 12Q (11415.410000 sec): 3 clusters
  Score: Raw -122145.618137 + Penalty 2238.786049 = -119906.832087
  nChanged 2
		SP:Iteration 13Q (11415.570000 sec): 3 clusters
  Score: Raw -122148.930754 + Penalty 2238.786049 = -119910.144705
  nChanged 2
		SP:Iteration 14Q (11415.770000 sec): 3 clusters
  Score: Raw -122150.426118 + Penalty 2238.786049 = -119911.640069
  nChanged 4
		SP:Iteration 15Q (11415.930000 sec): 3 clusters
  Score: Raw -122153.658237 + Penalty 2238.786049 = -119914.872188
  nChanged 3
		SP:Iteration 16Q (11416.020000 sec): 3 clusters
  Score: Raw -122154.908896 + Penalty 2238.786049 = -119916.122846
  nChanged 1
		SP:Iteration 17Q (11416.190000 sec): 3 clusters
  Score: Raw -122156.603896 + Penalty 2238.786049 = -119917.817846
  nChanged 1
		SP:Iteration 18Q (11416.350000 sec): 3 clusters
  Score: Raw -122157.242389 + Penalty 2238.786049 = -119918.456339
  nChanged 0
		SP:Iteration 19F (11416.470000 sec): 3 clusters
  Score: Raw -122157.242389 + Penalty 2238.786049 = -119918.456339
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 42 (422 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (11416.540000 sec): 2 clusters
  Score: Raw -45715.903556 + Penalty 982.313364 = -44733.590193
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (11416.690000 sec): 3 clusters
  Score: Raw -45784.516199 + Penalty 1964.626727 = -43819.889472
  nChanged 112
		SP:Iteration 1F (11416.840000 sec): 3 clusters
  Score: Raw -46041.495352 + Penalty 1964.626727 = -44076.868625
  nChanged 32
		SP:Iteration 2F (11417.000000 sec): 3 clusters
  Score: Raw -46169.488391 + Penalty 1964.626727 = -44204.861663
  nChanged 18
		SP:Iteration 3Q (11417.150000 sec): 3 clusters
  Score: Raw -46235.149875 + Penalty 1964.626727 = -44270.523148
  nChanged 4
		SP:Iteration 4Q (11417.310000 sec): 3 clusters
  Score: Raw -46247.155124 + Penalty 1964.626727 = -44282.528397
  nChanged 2
		SP:Iteration 5Q (11417.470000 sec): 3 clusters
  Score: Raw -46250.909204 + Penalty 1964.626727 = -44286.282477
  nChanged 5
		SP:Iteration 6Q (11417.630000 sec): 3 clusters
  Score: Raw -46257.128055 + Penalty 1964.626727 = -44292.501328
  nChanged 4
		SP:Iteration 7Q (11417.780000 sec): 3 clusters
  Score: Raw -46272.660716 + Penalty 1964.626727 = -44308.033989
  nChanged 1
		SP:Iteration 8Q (11417.930000 sec): 3 clusters
  Score: Raw -46273.563647 + Penalty 1964.626727 = -44308.936919
  nChanged 0
		SP:Iteration 9F (11418.080000 sec): 3 clusters
  Score: Raw -46273.563647 + Penalty 1964.626727 = -44308.936919
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 43 (3007 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (11418.200000 sec): 2 clusters
  Score: Raw -336026.067870 + Penalty 1301.413455 = -334724.654415
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (11418.370000 sec): 3 clusters
  Score: Raw -334593.965168 + Penalty 2602.826909 = -331991.138259
  nChanged 1169
		SP:Iteration 1F (11418.550000 sec): 3 clusters
  Score: Raw -335342.661525 + Penalty 2602.826909 = -332739.834615
  nChanged 252
		SP:Iteration 2F (11418.730000 sec): 3 clusters
  Score: Raw -335610.144977 + Penalty 2602.826909 = -333007.318068
  nChanged 195
		SP:Iteration 3F (11418.880000 sec): 3 clusters
  Score: Raw -335821.379152 + Penalty 2602.826909 = -333218.552242
  nChanged 208
		SP:Iteration 4F (11419.040000 sec): 3 clusters
  Score: Raw -336035.645583 + Penalty 2602.826909 = -333432.818673
  nChanged 180
		SP:Iteration 5F (11419.200000 sec): 3 clusters
  Score: Raw -336222.104937 + Penalty 2602.826909 = -333619.278028
  nChanged 150
		SP:Iteration 6Q (11419.350000 sec): 3 clusters
  Score: Raw -336359.114118 + Penalty 2602.826909 = -333756.287208
  nChanged 120
		SP:Iteration 7Q (11419.510000 sec): 3 clusters
  Score: Raw -336453.189601 + Penalty 2602.826909 = -333850.362692
  nChanged 91
		SP:Iteration 8Q (11419.790000 sec): 3 clusters
  Score: Raw -336519.756894 + Penalty 2602.826909 = -333916.929984
  nChanged 72
		SP:Iteration 9Q (11419.920000 sec): 3 clusters
  Score: Raw -336578.936611 + Penalty 2602.826909 = -333976.109702
  nChanged 69
		SP:Iteration 10Q (11420.070000 sec): 3 clusters
  Score: Raw -336616.665531 + Penalty 2602.826909 = -334013.838622
  nChanged 56
		SP:Iteration 11Q (11420.280000 sec): 3 clusters
  Score: Raw -336646.058085 + Penalty 2602.826909 = -334043.231176
  nChanged 42
		SP:Iteration 12Q (11420.450000 sec): 3 clusters
  Score: Raw -336668.037184 + Penalty 2602.826909 = -334065.210275
  nChanged 34
		SP:Iteration 13Q (11420.590000 sec): 3 clusters
  Score: Raw -336688.175884 + Penalty 2602.826909 = -334085.348975
  nChanged 29
		SP:Iteration 14Q (11420.750000 sec): 3 clusters
  Score: Raw -336702.145648 + Penalty 2602.826909 = -334099.318739
  nChanged 20
		SP:Iteration 15Q (11420.920000 sec): 3 clusters
  Score: Raw -336709.431236 + Penalty 2602.826909 = -334106.604327
  nChanged 20
		SP:Iteration 16Q (11421.080000 sec): 3 clusters
  Score: Raw -336715.154231 + Penalty 2602.826909 = -334112.327321
  nChanged 11
		SP:Iteration 17Q (11421.250000 sec): 3 clusters
  Score: Raw -336717.816775 + Penalty 2602.826909 = -334114.989865
  nChanged 3
		SP:Iteration 18Q (11421.390000 sec): 3 clusters
  Score: Raw -336718.681456 + Penalty 2602.826909 = -334115.854547
  nChanged 0
		SP:Iteration 19F (11421.570000 sec): 3 clusters
  Score: Raw -336718.681456 + Penalty 2602.826909 = -334115.854547
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 44 (495 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (11421.650000 sec): 2 clusters
  Score: Raw -54677.558674 + Penalty 1008.240636 = -53669.318037
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (11421.820000 sec): 3 clusters
  Score: Raw -54666.875112 + Penalty 2016.481273 = -52650.393839
  nChanged 117
		SP:Iteration 1F (11421.980000 sec): 3 clusters
  Score: Raw -54879.348835 + Penalty 2016.481273 = -52862.867563
  nChanged 39
		SP:Iteration 2F (11422.140000 sec): 3 clusters
  Score: Raw -54951.571956 + Penalty 2016.481273 = -52935.090684
  nChanged 17
		SP:Iteration 3Q (11422.310000 sec): 3 clusters
  Score: Raw -54983.598204 + Penalty 2016.481273 = -52967.116931
  nChanged 12
		SP:Iteration 4Q (11422.470000 sec): 3 clusters
  Score: Raw -55012.728555 + Penalty 2016.481273 = -52996.247282
  nChanged 11
		SP:Iteration 5Q (11422.630000 sec): 3 clusters
  Score: Raw -55032.403465 + Penalty 2016.481273 = -53015.922192
  nChanged 10
		SP:Iteration 6Q (11422.800000 sec): 3 clusters
  Score: Raw -55049.348065 + Penalty 2016.481273 = -53032.866792
  nChanged 3
		SP:Iteration 7Q (11422.960000 sec): 3 clusters
  Score: Raw -55056.290956 + Penalty 2016.481273 = -53039.809684
  nChanged 7
		SP:Iteration 8Q (11423.120000 sec): 3 clusters
  Score: Raw -55074.628510 + Penalty 2016.481273 = -53058.147237
  nChanged 5
		SP:Iteration 9Q (11423.290000 sec): 3 clusters
  Score: Raw -55082.385553 + Penalty 2016.481273 = -53065.904280
  nChanged 3
		SP:Iteration 10Q (11423.450000 sec): 3 clusters
  Score: Raw -55088.103411 + Penalty 2016.481273 = -53071.622138
  nChanged 3
		SP:Iteration 11Q (11423.610000 sec): 3 clusters
  Score: Raw -55094.782543 + Penalty 2016.481273 = -53078.301270
  nChanged 5
		SP:Iteration 12Q (11423.790000 sec): 3 clusters
  Score: Raw -55102.493092 + Penalty 2016.481273 = -53086.011819
  nChanged 4
		SP:Iteration 13Q (11423.910000 sec): 3 clusters
  Score: Raw -55110.764970 + Penalty 2016.481273 = -53094.283697
  nChanged 2
		SP:Iteration 14Q (11424.070000 sec): 3 clusters
  Score: Raw -55113.460015 + Penalty 2016.481273 = -53096.978742
  nChanged 0
		SP:Iteration 15F (11424.230000 sec): 3 clusters
  Score: Raw -55113.460015 + Penalty 2016.481273 = -53096.978742
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 45 (2841 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (11424.320000 sec): 2 clusters
  Score: Raw -350940.437971 + Penalty 1292.185600 = -349648.252371
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (11424.520000 sec): 3 clusters
  Score: Raw -349633.194600 + Penalty 2584.371199 = -347048.823400
  nChanged 1077
		SP:Iteration 1F (11424.650000 sec): 3 clusters
  Score: Raw -350336.296188 + Penalty 2584.371199 = -347751.924989
  nChanged 225
		SP:Iteration 2F (11424.810000 sec): 3 clusters
  Score: Raw -350503.121667 + Penalty 2584.371199 = -347918.750468
  nChanged 150
		SP:Iteration 3F (11424.970000 sec): 3 clusters
  Score: Raw -350619.029563 + Penalty 2584.371199 = -348034.658364
  nChanged 119
		SP:Iteration 4Q (11425.130000 sec): 3 clusters
  Score: Raw -350694.147085 + Penalty 2584.371199 = -348109.775886
  nChanged 106
		SP:Iteration 5Q (11425.300000 sec): 3 clusters
  Score: Raw -350760.814271 + Penalty 2584.371199 = -348176.443072
  nChanged 95
		SP:Iteration 6Q (11425.450000 sec): 3 clusters
  Score: Raw -350819.092576 + Penalty 2584.371199 = -348234.721377
  nChanged 73
		SP:Iteration 7Q (11425.620000 sec): 3 clusters
  Score: Raw -350858.970481 + Penalty 2584.371199 = -348274.599282
  nChanged 48
		SP:Iteration 8Q (11425.800000 sec): 3 clusters
  Score: Raw -350881.961674 + Penalty 2584.371199 = -348297.590475
  nChanged 49
		SP:Iteration 9Q (11425.960000 sec): 3 clusters
  Score: Raw -350902.670488 + Penalty 2584.371199 = -348318.299289
  nChanged 39
		SP:Iteration 10Q (11426.140000 sec): 3 clusters
  Score: Raw -350922.414879 + Penalty 2584.371199 = -348338.043680
  nChanged 42
		SP:Iteration 11Q (11426.320000 sec): 3 clusters
  Score: Raw -350940.763600 + Penalty 2584.371199 = -348356.392401
  nChanged 30
		SP:Iteration 12Q (11426.460000 sec): 3 clusters
  Score: Raw -350954.176202 + Penalty 2584.371199 = -348369.805003
  nChanged 28
		SP:Iteration 13Q (11426.620000 sec): 3 clusters
  Score: Raw -350967.611287 + Penalty 2584.371199 = -348383.240088
  nChanged 24
		SP:Iteration 14Q (11426.780000 sec): 3 clusters
  Score: Raw -350978.870362 + Penalty 2584.371199 = -348394.499162
  nChanged 24
		SP:Iteration 15Q (11426.940000 sec): 3 clusters
  Score: Raw -350989.557088 + Penalty 2584.371199 = -348405.185889
  nChanged 24
		SP:Iteration 16Q (11427.100000 sec): 3 clusters
  Score: Raw -350998.065532 + Penalty 2584.371199 = -348413.694333
  nChanged 16
		SP:Iteration 17Q (11427.260000 sec): 3 clusters
  Score: Raw -351004.356825 + Penalty 2584.371199 = -348419.985626
  nChanged 13
		SP:Iteration 18Q (11427.420000 sec): 3 clusters
  Score: Raw -351009.300688 + Penalty 2584.371199 = -348424.929489
  nChanged 8
		SP:Iteration 19Q (11427.600000 sec): 3 clusters
  Score: Raw -351012.187715 + Penalty 2584.371199 = -348427.816516
  nChanged 7
		SP:Iteration 20F (11427.790000 sec): 3 clusters
  Score: Raw -351015.237954 + Penalty 2584.371199 = -348430.866755
  nChanged 12
		SP:Iteration 21Q (11427.980000 sec): 3 clusters
  Score: Raw -351020.131415 + Penalty 2584.371199 = -348435.760216
  nChanged 10
		SP:Iteration 22Q (11428.100000 sec): 3 clusters
  Score: Raw -351025.694503 + Penalty 2584.371199 = -348441.323304
  nChanged 14
		SP:Iteration 23Q (11428.230000 sec): 3 clusters
  Score: Raw -351033.642294 + Penalty 2584.371199 = -348449.271095
  nChanged 16
		SP:Iteration 24Q (11428.460000 sec): 3 clusters
  Score: Raw -351038.606231 + Penalty 2584.371199 = -348454.235032
  nChanged 10
		SP:Iteration 25Q (11428.590000 sec): 3 clusters
  Score: Raw -351041.895423 + Penalty 2584.371199 = -348457.524224
  nChanged 10
		SP:Iteration 26Q (11428.750000 sec): 3 clusters
  Score: Raw -351045.951596 + Penalty 2584.371199 = -348461.580397
  nChanged 6
		SP:Iteration 27Q (11428.910000 sec): 3 clusters
  Score: Raw -351048.783163 + Penalty 2584.371199 = -348464.411964
  nChanged 9
		SP:Iteration 28Q (11429.070000 sec): 3 clusters
  Score: Raw -351052.083501 + Penalty 2584.371199 = -348467.712302
  nChanged 6
		SP:Iteration 29Q (11429.230000 sec): 3 clusters
  Score: Raw -351053.869829 + Penalty 2584.371199 = -348469.498630
  nChanged 1
		SP:Iteration 30Q (11429.390000 sec): 3 clusters
  Score: Raw -351053.959072 + Penalty 2584.371199 = -348469.587873
  nChanged 0
		SP:Iteration 31F (11429.550000 sec): 3 clusters
  Score: Raw -351053.959072 + Penalty 2584.371199 = -348469.587873
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 47 (1531 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (11429.620000 sec): 2 clusters
  Score: Raw -182601.263302 + Penalty 1191.722414 = -181409.540888
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (11429.780000 sec): 3 clusters
  Score: Raw -182022.199838 + Penalty 2383.444829 = -179638.755010
  nChanged 503
		SP:Iteration 1F (11429.940000 sec): 3 clusters
  Score: Raw -182416.238355 + Penalty 2383.444829 = -180032.793526
  nChanged 122
		SP:Iteration 2F (11430.100000 sec): 3 clusters
  Score: Raw -182522.351309 + Penalty 2383.444829 = -180138.906480
  nChanged 64
		SP:Iteration 3Q (11430.260000 sec): 3 clusters
  Score: Raw -182559.788640 + Penalty 2383.444829 = -180176.343811
  nChanged 42
		SP:Iteration 4Q (11430.420000 sec): 3 clusters
  Score: Raw -182585.331000 + Penalty 2383.444829 = -180201.886171
  nChanged 23
		SP:Iteration 5Q (11430.580000 sec): 3 clusters
  Score: Raw -182600.662271 + Penalty 2383.444829 = -180217.217443
  nChanged 23
		SP:Iteration 6Q (11430.740000 sec): 3 clusters
  Score: Raw -182614.759977 + Penalty 2383.444829 = -180231.315149
  nChanged 16
		SP:Iteration 7Q (11430.910000 sec): 3 clusters
  Score: Raw -182623.141142 + Penalty 2383.444829 = -180239.696313
  nChanged 17
		SP:Iteration 8Q (11431.070000 sec): 3 clusters
  Score: Raw -182634.352320 + Penalty 2383.444829 = -180250.907491
  nChanged 13
		SP:Iteration 9Q (11431.230000 sec): 3 clusters
  Score: Raw -182642.031807 + Penalty 2383.444829 = -180258.586978
  nChanged 11
		SP:Iteration 10Q (11431.390000 sec): 3 clusters
  Score: Raw -182646.405819 + Penalty 2383.444829 = -180262.960990
  nChanged 11
		SP:Iteration 11Q (11431.540000 sec): 3 clusters
  Score: Raw -182651.255636 + Penalty 2383.444829 = -180267.810807
  nChanged 8
		SP:Iteration 12Q (11431.730000 sec): 3 clusters
  Score: Raw -182656.912647 + Penalty 2383.444829 = -180273.467819
  nChanged 8
		SP:Iteration 13Q (11431.890000 sec): 3 clusters
  Score: Raw -182666.023817 + Penalty 2383.444829 = -180282.578988
  nChanged 11
		SP:Iteration 14Q (11432.030000 sec): 3 clusters
  Score: Raw -182672.466291 + Penalty 2383.444829 = -180289.021462
  nChanged 8
		SP:Iteration 15Q (11432.190000 sec): 3 clusters
  Score: Raw -182677.179052 + Penalty 2383.444829 = -180293.734223
  nChanged 5
		SP:Iteration 16Q (11432.240000 sec): 3 clusters
  Score: Raw -182680.314751 + Penalty 2383.444829 = -180296.869922
  nChanged 6
		SP:Iteration 17Q (11432.270000 sec): 3 clusters
  Score: Raw -182682.112671 + Penalty 2383.444829 = -180298.667843
  nChanged 2
		SP:Iteration 18Q (11432.390000 sec): 3 clusters
  Score: Raw -182683.701364 + Penalty 2383.444829 = -180300.256535
  nChanged 1
		SP:Iteration 19Q (11432.560000 sec): 3 clusters
  Score: Raw -182684.497257 + Penalty 2383.444829 = -180301.052428
  nChanged 2
		SP:Iteration 20F (11432.720000 sec): 3 clusters
  Score: Raw -182685.123283 + Penalty 2383.444829 = -180301.678455
  nChanged 2
		SP:Iteration 21Q (11432.880000 sec): 3 clusters
  Score: Raw -182685.554799 + Penalty 2383.444829 = -180302.109970
  nChanged 1
		SP:Iteration 22Q (11433.040000 sec): 3 clusters
  Score: Raw -182685.683831 + Penalty 2383.444829 = -180302.239003
  nChanged 0
		SP:Iteration 23F (11433.200000 sec): 3 clusters
  Score: Raw -182685.683831 + Penalty 2383.444829 = -180302.239003
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 48 (1271 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (11433.270000 sec): 2 clusters
  Score: Raw -149713.174754 + Penalty 1161.478382 = -148551.696372
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (11433.430000 sec): 3 clusters
  Score: Raw -149312.857318 + Penalty 2322.956763 = -146989.900555
  nChanged 415
		SP:Iteration 1F (11433.590000 sec): 3 clusters
  Score: Raw -149714.546085 + Penalty 2322.956763 = -147391.589322
  nChanged 115
		SP:Iteration 2F (11433.760000 sec): 3 clusters
  Score: Raw -149912.101892 + Penalty 2322.956763 = -147589.145129
  nChanged 103
		SP:Iteration 3F (11433.900000 sec): 3 clusters
  Score: Raw -150086.663199 + Penalty 2322.956763 = -147763.706436
  nChanged 90
		SP:Iteration 4F (11434.050000 sec): 3 clusters
  Score: Raw -150235.501538 + Penalty 2322.956763 = -147912.544775
  nChanged 48
		SP:Iteration 5Q (11434.200000 sec): 3 clusters
  Score: Raw -150332.238384 + Penalty 2322.956763 = -148009.281621
  nChanged 46
		SP:Iteration 6Q (11434.340000 sec): 3 clusters
  Score: Raw -150417.053070 + Penalty 2322.956763 = -148094.096307
  nChanged 39
		SP:Iteration 7Q (11434.490000 sec): 3 clusters
  Score: Raw -150478.709171 + Penalty 2322.956763 = -148155.752408
  nChanged 20
		SP:Iteration 8Q (11434.640000 sec): 3 clusters
  Score: Raw -150507.141956 + Penalty 2322.956763 = -148184.185193
  nChanged 4
		SP:Iteration 9Q (11434.800000 sec): 3 clusters
  Score: Raw -150510.451392 + Penalty 2322.956763 = -148187.494629
  nChanged 0
		SP:Iteration 10F (11434.960000 sec): 3 clusters
  Score: Raw -150510.451392 + Penalty 2322.956763 = -148187.494629
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 49 (565 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (11435.040000 sec): 2 clusters
  Score: Raw -30470.278068 + Penalty 1029.734181 = -29440.543887
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (11435.200000 sec): 3 clusters
  Score: Raw -30521.656188 + Penalty 2059.468363 = -28462.187825
  nChanged 183
		SP:Iteration 1F (11435.360000 sec): 3 clusters
  Score: Raw -31185.329768 + Penalty 2059.468363 = -29125.861405
  nChanged 48
		SP:Iteration 2F (11435.560000 sec): 3 clusters
  Score: Raw -31473.942673 + Penalty 2059.468363 = -29414.474310
  nChanged 36
		SP:Iteration 3F (11435.740000 sec): 3 clusters
  Score: Raw -31737.835769 + Penalty 2059.468363 = -29678.367406
  nChanged 33
		SP:Iteration 4F (11435.900000 sec): 3 clusters
  Score: Raw -31830.853595 + Penalty 2059.468363 = -29771.385232
  nChanged 12
		SP:Iteration 5Q (11436.080000 sec): 3 clusters
  Score: Raw -31861.932661 + Penalty 2059.468363 = -29802.464298
  nChanged 7
		SP:Iteration 6Q (11436.250000 sec): 3 clusters
  Score: Raw -31905.606945 + Penalty 2059.468363 = -29846.138582
  nChanged 6
		SP:Iteration 7Q (11436.410000 sec): 3 clusters
  Score: Raw -31924.747039 + Penalty 2059.468363 = -29865.278676
  nChanged 3
		SP:Iteration 8Q (11436.530000 sec): 3 clusters
  Score: Raw -31930.365914 + Penalty 2059.468363 = -29870.897551
  nChanged 1
		SP:Iteration 9Q (11436.670000 sec): 3 clusters
  Score: Raw -31933.265646 + Penalty 2059.468363 = -29873.797284
  nChanged 1
		SP:Iteration 10Q (11436.830000 sec): 3 clusters
  Score: Raw -31936.771890 + Penalty 2059.468363 = -29877.303527
  nChanged 0
		SP:Iteration 11F (11436.990000 sec): 3 clusters
  Score: Raw -31939.935365 + Penalty 2059.468363 = -29880.467002
  nChanged 1
		SP:Iteration 12Q (11437.150000 sec): 3 clusters
  Score: Raw -31947.674352 + Penalty 2059.468363 = -29888.205989
  nChanged 2
		SP:Iteration 13Q (11437.310000 sec): 3 clusters
  Score: Raw -31955.672683 + Penalty 2059.468363 = -29896.204321
  nChanged 1
		SP:Iteration 14Q (11437.470000 sec): 3 clusters
  Score: Raw -31957.359280 + Penalty 2059.468363 = -29897.890917
  nChanged 1
		SP:Iteration 15Q (11437.630000 sec): 3 clusters
  Score: Raw -31959.093253 + Penalty 2059.468363 = -29899.624890
  nChanged 1
		SP:Iteration 16Q (11437.790000 sec): 3 clusters
  Score: Raw -31962.164451 + Penalty 2059.468363 = -29902.696088
  nChanged 1
		SP:Iteration 17Q (11437.950000 sec): 3 clusters
  Score: Raw -31963.013149 + Penalty 2059.468363 = -29903.544786
  nChanged 1
		SP:Iteration 18Q (11438.110000 sec): 3 clusters
  Score: Raw -31965.216513 + Penalty 2059.468363 = -29905.748151
  nChanged 2
		SP:Iteration 19Q (11438.270000 sec): 3 clusters
  Score: Raw -31970.904058 + Penalty 2059.468363 = -29911.435695
  nChanged 3
		SP:Iteration 20F (11438.430000 sec): 3 clusters
  Score: Raw -31981.602378 + Penalty 2059.468363 = -29922.134016
  nChanged 5
		SP:Iteration 21Q (11438.590000 sec): 3 clusters
  Score: Raw -32015.449758 + Penalty 2059.468363 = -29955.981396
  nChanged 4
		SP:Iteration 22Q (11438.750000 sec): 3 clusters
  Score: Raw -32034.231336 + Penalty 2059.468363 = -29974.762974
  nChanged 2
		SP:Iteration 23Q (11438.910000 sec): 3 clusters
  Score: Raw -32036.216435 + Penalty 2059.468363 = -29976.748072
  nChanged 0
		SP:Iteration 24F (11439.070000 sec): 3 clusters
  Score: Raw -32036.216435 + Penalty 2059.468363 = -29976.748072
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 60.
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 50 (8427 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (11439.180000 sec): 2 clusters
  Score: Raw -1022576.740938 + Penalty 1468.869369 = -1021107.871569
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (11439.440000 sec): 3 clusters
  Score: Raw -1017838.908048 + Penalty 2937.738738 = -1014901.169310
  nChanged 3638
		SP:Iteration 1F (11439.620000 sec): 3 clusters
  Score: Raw -1019759.769962 + Penalty 2937.738738 = -1016822.031225
  nChanged 518
		SP:Iteration 2F (11439.850000 sec): 3 clusters
  Score: Raw -1019999.799499 + Penalty 2937.738738 = -1017062.060761
  nChanged 440
		SP:Iteration 3F (11440.040000 sec): 3 clusters
  Score: Raw -1020177.544380 + Penalty 2937.738738 = -1017239.805642
  nChanged 351
		SP:Iteration 4Q (11440.180000 sec): 3 clusters
  Score: Raw -1020308.713449 + Penalty 2937.738738 = -1017370.974712
  nChanged 299
		SP:Iteration 5Q (11440.320000 sec): 3 clusters
  Score: Raw -1020429.717150 + Penalty 2937.738738 = -1017491.978413
  nChanged 278
		SP:Iteration 6Q (11440.510000 sec): 3 clusters
  Score: Raw -1020559.177145 + Penalty 2937.738738 = -1017621.438408
  nChanged 292
		SP:Iteration 7Q (11440.730000 sec): 3 clusters
  Score: Raw -1020712.328901 + Penalty 2937.738738 = -1017774.590163
  nChanged 313
		SP:Iteration 8Q (11440.980000 sec): 3 clusters
  Score: Raw -1020868.893528 + Penalty 2937.738738 = -1017931.154790
  nChanged 345
		SP:Iteration 9Q (11441.210000 sec): 3 clusters
  Score: Raw -1021056.656791 + Penalty 2937.738738 = -1018118.918054
  nChanged 310
		SP:Iteration 10Q (11441.440000 sec): 3 clusters
  Score: Raw -1021248.804493 + Penalty 2937.738738 = -1018311.065755
  nChanged 308
		SP:Iteration 11Q (11441.640000 sec): 3 clusters
  Score: Raw -1021448.305158 + Penalty 2937.738738 = -1018510.566420
  nChanged 317
		SP:Iteration 12Q (11441.800000 sec): 3 clusters
  Score: Raw -1021652.214650 + Penalty 2937.738738 = -1018714.475912
  nChanged 302
		SP:Iteration 13Q (11442.020000 sec): 3 clusters
  Score: Raw -1021829.847568 + Penalty 2937.738738 = -1018892.108831
  nChanged 246
		SP:Iteration 14Q (11442.210000 sec): 3 clusters
  Score: Raw -1021990.782664 + Penalty 2937.738738 = -1019053.043926
  nChanged 244
		SP:Iteration 15Q (11442.390000 sec): 3 clusters
  Score: Raw -1022140.591195 + Penalty 2937.738738 = -1019202.852457
  nChanged 213
		SP:Iteration 16Q (11442.570000 sec): 3 clusters
  Score: Raw -1022271.942045 + Penalty 2937.738738 = -1019334.203308
  nChanged 169
		SP:Iteration 17Q (11442.750000 sec): 3 clusters
  Score: Raw -1022365.127077 + Penalty 2937.738738 = -1019427.388340
  nChanged 138
		SP:Iteration 18Q (11442.940000 sec): 3 clusters
  Score: Raw -1022438.645124 + Penalty 2937.738738 = -1019500.906386
  nChanged 118
		SP:Iteration 19Q (11443.210000 sec): 3 clusters
  Score: Raw -1022497.950284 + Penalty 2937.738738 = -1019560.211547
  nChanged 98
		SP:Iteration 20F (11443.450000 sec): 3 clusters
  Score: Raw -1022545.803804 + Penalty 2937.738738 = -1019608.065066
  nChanged 80
		SP:Iteration 21Q (11443.590000 sec): 3 clusters
  Score: Raw -1022589.017932 + Penalty 2937.738738 = -1019651.279194
  nChanged 79
		SP:Iteration 22Q (11443.790000 sec): 3 clusters
  Score: Raw -1022631.791582 + Penalty 2937.738738 = -1019694.052844
  nChanged 72
		SP:Iteration 23Q (11443.980000 sec): 3 clusters
  Score: Raw -1022665.703579 + Penalty 2937.738738 = -1019727.964841
  nChanged 47
		SP:Iteration 24Q (11444.160000 sec): 3 clusters
  Score: Raw -1022689.232760 + Penalty 2937.738738 = -1019751.494022
  nChanged 39
		SP:Iteration 25Q (11444.340000 sec): 3 clusters
  Score: Raw -1022710.233362 + Penalty 2937.738738 = -1019772.494625
  nChanged 31
		SP:Iteration 26Q (11444.530000 sec): 3 clusters
  Score: Raw -1022724.988455 + Penalty 2937.738738 = -1019787.249718
  nChanged 28
		SP:Iteration 27Q (11444.700000 sec): 3 clusters
  Score: Raw -1022737.537730 + Penalty 2937.738738 = -1019799.798992
  nChanged 26
		SP:Iteration 28Q (11444.890000 sec): 3 clusters
  Score: Raw -1022749.791547 + Penalty 2937.738738 = -1019812.052810
  nChanged 23
		SP:Iteration 29Q (11445.070000 sec): 3 clusters
  Score: Raw -1022762.921065 + Penalty 2937.738738 = -1019825.182327
  nChanged 21
		SP:Iteration 30Q (11445.250000 sec): 3 clusters
  Score: Raw -1022771.722704 + Penalty 2937.738738 = -1019833.983966
  nChanged 20
		SP:Iteration 31Q (11445.430000 sec): 3 clusters
  Score: Raw -1022781.710640 + Penalty 2937.738738 = -1019843.971902
  nChanged 14
		SP:Iteration 32Q (11445.610000 sec): 3 clusters
  Score: Raw -1022788.902699 + Penalty 2937.738738 = -1019851.163961
  nChanged 13
		SP:Iteration 33Q (11445.790000 sec): 3 clusters
  Score: Raw -1022795.131986 + Penalty 2937.738738 = -1019857.393249
  nChanged 9
		SP:Iteration 34Q (11445.970000 sec): 3 clusters
  Score: Raw -1022801.648465 + Penalty 2937.738738 = -1019863.909728
  nChanged 8
		SP:Iteration 35Q (11446.150000 sec): 3 clusters
  Score: Raw -1022806.698157 + Penalty 2937.738738 = -1019868.959419
  nChanged 8
		SP:Iteration 36Q (11446.330000 sec): 3 clusters
  Score: Raw -1022809.717164 + Penalty 2937.738738 = -1019871.978426
  nChanged 9
		SP:Iteration 37Q (11446.510000 sec): 3 clusters
  Score: Raw -1022814.177116 + Penalty 2937.738738 = -1019876.438378
  nChanged 10
		SP:Iteration 38Q (11446.680000 sec): 3 clusters
  Score: Raw -1022819.639141 + Penalty 2937.738738 = -1019881.900404
  nChanged 10
		SP:Iteration 39Q (11446.970000 sec): 3 clusters
  Score: Raw -1022825.537184 + Penalty 2937.738738 = -1019887.798446
  nChanged 8
		SP:Iteration 40F (11447.210000 sec): 3 clusters
  Score: Raw -1022828.357348 + Penalty 2937.738738 = -1019890.618610
  nChanged 6
		SP:Iteration 41Q (11447.420000 sec): 3 clusters
  Score: Raw -1022831.390376 + Penalty 2937.738738 = -1019893.651638
  nChanged 3
		SP:Iteration 42Q (11447.610000 sec): 3 clusters
  Score: Raw -1022832.818961 + Penalty 2937.738738 = -1019895.080224
  nChanged 2
		SP:Iteration 43Q (11447.790000 sec): 3 clusters
  Score: Raw -1022833.078584 + Penalty 2937.738738 = -1019895.339846
  nChanged 1
		SP:Iteration 44Q (11447.980000 sec): 3 clusters
  Score: Raw -1022833.520406 + Penalty 2937.738738 = -1019895.781668
  nChanged 0
		SP:Iteration 45F (11448.160000 sec): 3 clusters
  Score: Raw -1022833.520406 + Penalty 2937.738738 = -1019895.781668
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 51 (544 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (11448.220000 sec): 2 clusters
  Score: Raw -50732.703273 + Penalty 1023.579253 = -49709.124020
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (11448.380000 sec): 3 clusters
  Score: Raw -50722.818240 + Penalty 2047.158505 = -48675.659735
  nChanged 147
		SP:Iteration 1F (11448.540000 sec): 3 clusters
  Score: Raw -50974.075845 + Penalty 2047.158505 = -48926.917339
  nChanged 53
		SP:Iteration 2F (11448.700000 sec): 3 clusters
  Score: Raw -51136.216935 + Penalty 2047.158505 = -49089.058430
  nChanged 39
		SP:Iteration 3F (11448.860000 sec): 3 clusters
  Score: Raw -51309.550957 + Penalty 2047.158505 = -49262.392452
  nChanged 25
		SP:Iteration 4Q (11449.020000 sec): 3 clusters
  Score: Raw -51379.833505 + Penalty 2047.158505 = -49332.674999
  nChanged 19
		SP:Iteration 5Q (11449.180000 sec): 3 clusters
  Score: Raw -51458.977716 + Penalty 2047.158505 = -49411.819211
  nChanged 28
		SP:Iteration 6F (11449.340000 sec): 3 clusters
  Score: Raw -51602.533773 + Penalty 2047.158505 = -49555.375268
  nChanged 39
		SP:Iteration 7F (11449.500000 sec): 3 clusters
  Score: Raw -51820.410534 + Penalty 2047.158505 = -49773.252029
  nChanged 31
		SP:Iteration 8F (11449.660000 sec): 3 clusters
  Score: Raw -51924.589395 + Penalty 2047.158505 = -49877.430890
  nChanged 24
		SP:Iteration 9Q (11449.820000 sec): 3 clusters
  Score: Raw -51986.270570 + Penalty 2047.158505 = -49939.112065
  nChanged 8
		SP:Iteration 10Q (11449.980000 sec): 3 clusters
  Score: Raw -52000.113826 + Penalty 2047.158505 = -49952.955321
  nChanged 4
		SP:Iteration 11Q (11450.140000 sec): 3 clusters
  Score: Raw -52016.467177 + Penalty 2047.158505 = -49969.308672
  nChanged 2
		SP:Iteration 12Q (11450.310000 sec): 3 clusters
  Score: Raw -52019.871881 + Penalty 2047.158505 = -49972.713375
  nChanged 3
		SP:Iteration 13Q (11450.470000 sec): 3 clusters
  Score: Raw -52021.828695 + Penalty 2047.158505 = -49974.670189
  nChanged 0
		SP:Iteration 14F (11450.650000 sec): 3 clusters
  Score: Raw -52021.828695 + Penalty 2047.158505 = -49974.670189
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 61.
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 52 (76 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (11450.750000 sec): 2 clusters
  Score: Raw -9044.906940 + Penalty 703.744168 = -8341.162773
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (11450.870000 sec): 3 clusters
  Score: Raw -9243.686366 + Penalty 1407.488336 = -7836.198031
  nChanged 1
		SP:Iteration 1Q (11450.890000 sec): 3 clusters
  Score: Raw -9254.487002 + Penalty 1407.488336 = -7846.998666
  nChanged 0
		SP:Iteration 2F (11450.890000 sec): 3 clusters
  Score: Raw -9254.487002 + Penalty 1407.488336 = -7846.998666
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 53 (12218 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (11451.050000 sec): 2 clusters
  Score: Raw -1493224.984811 + Penalty 1529.233152 = -1491695.751659
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (11451.290000 sec): 3 clusters
  Score: Raw -1486140.953105 + Penalty 3058.466305 = -1483082.486800
  nChanged 5331
		SP:Iteration 1F (11451.510000 sec): 3 clusters
  Score: Raw -1489042.729412 + Penalty 3058.466305 = -1485984.263107
  nChanged 711
		SP:Iteration 2F (11451.730000 sec): 3 clusters
  Score: Raw -1489311.442683 + Penalty 3058.466305 = -1486252.976378
  nChanged 598
		SP:Iteration 3Q (11451.970000 sec): 3 clusters
  Score: Raw -1489563.451257 + Penalty 3058.466305 = -1486504.984952
  nChanged 520
		SP:Iteration 4Q (11452.230000 sec): 3 clusters
  Score: Raw -1489771.383153 + Penalty 3058.466305 = -1486712.916848
  nChanged 502
		SP:Iteration 5Q (11452.480000 sec): 3 clusters
  Score: Raw -1489969.295786 + Penalty 3058.466305 = -1486910.829482
  nChanged 494
		SP:Iteration 6Q (11452.730000 sec): 3 clusters
  Score: Raw -1490190.094543 + Penalty 3058.466305 = -1487131.628238
  nChanged 495
		SP:Iteration 7Q (11452.980000 sec): 3 clusters
  Score: Raw -1490436.648714 + Penalty 3058.466305 = -1487378.182409
  nChanged 484
		SP:Iteration 8Q (11453.230000 sec): 3 clusters
  Score: Raw -1490689.114749 + Penalty 3058.466305 = -1487630.648444
  nChanged 495
		SP:Iteration 9Q (11453.490000 sec): 3 clusters
  Score: Raw -1490958.167445 + Penalty 3058.466305 = -1487899.701140
  nChanged 483
		SP:Iteration 10Q (11453.790000 sec): 3 clusters
  Score: Raw -1491225.145333 + Penalty 3058.466305 = -1488166.679028
  nChanged 455
		SP:Iteration 11Q (11454.010000 sec): 3 clusters
  Score: Raw -1491487.208699 + Penalty 3058.466305 = -1488428.742395
  nChanged 451
		SP:Iteration 12Q (11454.230000 sec): 3 clusters
  Score: Raw -1491760.291170 + Penalty 3058.466305 = -1488701.824865
  nChanged 453
		SP:Iteration 13Q (11454.470000 sec): 3 clusters
  Score: Raw -1492064.641860 + Penalty 3058.466305 = -1489006.175555
  nChanged 411
		SP:Iteration 14Q (11454.650000 sec): 3 clusters
  Score: Raw -1492369.089597 + Penalty 3058.466305 = -1489310.623292
  nChanged 352
		SP:Iteration 15Q (11454.920000 sec): 3 clusters
  Score: Raw -1492622.594589 + Penalty 3058.466305 = -1489564.128285
  nChanged 264
		SP:Iteration 16Q (11455.160000 sec): 3 clusters
  Score: Raw -1492811.010827 + Penalty 3058.466305 = -1489752.544522
  nChanged 200
		SP:Iteration 17Q (11455.390000 sec): 3 clusters
  Score: Raw -1492958.803528 + Penalty 3058.466305 = -1489900.337223
  nChanged 178
		SP:Iteration 18Q (11455.660000 sec): 3 clusters
  Score: Raw -1493102.535768 + Penalty 3058.466305 = -1490044.069463
  nChanged 122
		SP:Iteration 19Q (11455.900000 sec): 3 clusters
  Score: Raw -1493185.535230 + Penalty 3058.466305 = -1490127.068925
  nChanged 90
		SP:Iteration 20F (11456.130000 sec): 3 clusters
  Score: Raw -1493238.231213 + Penalty 3058.466305 = -1490179.764908
  nChanged 68
		SP:Iteration 21Q (11456.360000 sec): 3 clusters
  Score: Raw -1493272.565875 + Penalty 3058.466305 = -1490214.099570
  nChanged 56
		SP:Iteration 22Q (11456.600000 sec): 3 clusters
  Score: Raw -1493300.631459 + Penalty 3058.466305 = -1490242.165155
  nChanged 47
		SP:Iteration 23Q (11456.830000 sec): 3 clusters
  Score: Raw -1493322.982028 + Penalty 3058.466305 = -1490264.515723
  nChanged 34
		SP:Iteration 24Q (11457.080000 sec): 3 clusters
  Score: Raw -1493338.597710 + Penalty 3058.466305 = -1490280.131406
  nChanged 24
		SP:Iteration 25Q (11457.290000 sec): 3 clusters
  Score: Raw -1493348.821475 + Penalty 3058.466305 = -1490290.355170
  nChanged 32
		SP:Iteration 26Q (11457.520000 sec): 3 clusters
  Score: Raw -1493360.179850 + Penalty 3058.466305 = -1490301.713546
  nChanged 19
		SP:Iteration 27Q (11457.790000 sec): 3 clusters
  Score: Raw -1493367.104043 + Penalty 3058.466305 = -1490308.637738
  nChanged 17
		SP:Iteration 28Q (11458.000000 sec): 3 clusters
  Score: Raw -1493374.315166 + Penalty 3058.466305 = -1490315.848861
  nChanged 17
		SP:Iteration 29Q (11458.220000 sec): 3 clusters
  Score: Raw -1493381.932602 + Penalty 3058.466305 = -1490323.466297
  nChanged 14
		SP:Iteration 30Q (11458.440000 sec): 3 clusters
  Score: Raw -1493386.812014 + Penalty 3058.466305 = -1490328.345710
  nChanged 6
		SP:Iteration 31Q (11458.660000 sec): 3 clusters
  Score: Raw -1493388.994799 + Penalty 3058.466305 = -1490330.528494
  nChanged 8
		SP:Iteration 32Q (11458.870000 sec): 3 clusters
  Score: Raw -1493391.072115 + Penalty 3058.466305 = -1490332.605810
  nChanged 7
		SP:Iteration 33Q (11459.100000 sec): 3 clusters
  Score: Raw -1493393.874784 + Penalty 3058.466305 = -1490335.408479
  nChanged 5
		SP:Iteration 34Q (11459.350000 sec): 3 clusters
  Score: Raw -1493395.740035 + Penalty 3058.466305 = -1490337.273730
  nChanged 10
		SP:Iteration 35Q (11459.540000 sec): 3 clusters
  Score: Raw -1493399.525142 + Penalty 3058.466305 = -1490341.058837
  nChanged 8
		SP:Iteration 36Q (11459.770000 sec): 3 clusters
  Score: Raw -1493401.390324 + Penalty 3058.466305 = -1490342.924019
  nChanged 8
		SP:Iteration 37Q (11459.980000 sec): 3 clusters
  Score: Raw -1493404.381566 + Penalty 3058.466305 = -1490345.915261
  nChanged 6
		SP:Iteration 38Q (11460.220000 sec): 3 clusters
  Score: Raw -1493405.938585 + Penalty 3058.466305 = -1490347.472280
  nChanged 6
		SP:Iteration 39Q (11460.420000 sec): 3 clusters
  Score: Raw -1493407.442378 + Penalty 3058.466305 = -1490348.976073
  nChanged 5
		SP:Iteration 40F (11460.640000 sec): 3 clusters
  Score: Raw -1493408.741469 + Penalty 3058.466305 = -1490350.275164
  nChanged 5
		SP:Iteration 41Q (11460.870000 sec): 3 clusters
  Score: Raw -1493410.097363 + Penalty 3058.466305 = -1490351.631058
  nChanged 3
		SP:Iteration 42Q (11461.100000 sec): 3 clusters
  Score: Raw -1493411.012952 + Penalty 3058.466305 = -1490352.546647
  nChanged 4
		SP:Iteration 43Q (11461.300000 sec): 3 clusters
  Score: Raw -1493412.592526 + Penalty 3058.466305 = -1490354.126221
  nChanged 7
		SP:Iteration 44Q (11461.540000 sec): 3 clusters
  Score: Raw -1493415.575662 + Penalty 3058.466305 = -1490357.109357
  nChanged 4
		SP:Iteration 45Q (11461.740000 sec): 3 clusters
  Score: Raw -1493416.701783 + Penalty 3058.466305 = -1490358.235478
  nChanged 4
		SP:Iteration 46Q (11461.980000 sec): 3 clusters
  Score: Raw -1493417.798929 + Penalty 3058.466305 = -1490359.332624
  nChanged 2
		SP:Iteration 47Q (11462.180000 sec): 3 clusters
  Score: Raw -1493418.637891 + Penalty 3058.466305 = -1490360.171586
  nChanged 4
		SP:Iteration 48Q (11462.420000 sec): 3 clusters
  Score: Raw -1493420.101804 + Penalty 3058.466305 = -1490361.635500
  nChanged 3
		SP:Iteration 49Q (11462.640000 sec): 3 clusters
  Score: Raw -1493421.191385 + Penalty 3058.466305 = -1490362.725080
  nChanged 2
		SP:Iteration 50Q (11462.870000 sec): 3 clusters
  Score: Raw -1493422.106081 + Penalty 3058.466305 = -1490363.639776
  nChanged 4
		SP:Iteration 51Q (11463.100000 sec): 3 clusters
  Score: Raw -1493423.524743 + Penalty 3058.466305 = -1490365.058439
  nChanged 2
		SP:Iteration 52Q (11463.320000 sec): 3 clusters
  Score: Raw -1493424.195284 + Penalty 3058.466305 = -1490365.728979
  nChanged 4
		SP:Iteration 53Q (11463.540000 sec): 3 clusters
  Score: Raw -1493425.888365 + Penalty 3058.466305 = -1490367.422060
  nChanged 6
		SP:Iteration 54Q (11463.770000 sec): 3 clusters
  Score: Raw -1493428.854655 + Penalty 3058.466305 = -1490370.388350
  nChanged 1
		SP:Iteration 55Q (11464.010000 sec): 3 clusters
  Score: Raw -1493429.199490 + Penalty 3058.466305 = -1490370.733185
  nChanged 0
		SP:Iteration 56F (11464.210000 sec): 3 clusters
  Score: Raw -1493429.199490 + Penalty 3058.466305 = -1490370.733185
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 54 (373 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (11464.310000 sec): 2 clusters
  Score: Raw -32777.583545 + Penalty 962.256493 = -31815.327052
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (11464.440000 sec): 3 clusters
  Score: Raw -32854.817254 + Penalty 1924.512986 = -30930.304267
  nChanged 98
		SP:Iteration 1F (11464.560000 sec): 3 clusters
  Score: Raw -33177.722482 + Penalty 1924.512986 = -31253.209496
  nChanged 37
		SP:Iteration 2F (11464.740000 sec): 3 clusters
  Score: Raw -33296.158086 + Penalty 1924.512986 = -31371.645099
  nChanged 19
		SP:Iteration 3F (11464.890000 sec): 3 clusters
  Score: Raw -33373.988832 + Penalty 1924.512986 = -31449.475845
  nChanged 10
		SP:Iteration 4Q (11465.050000 sec): 3 clusters
  Score: Raw -33401.499846 + Penalty 1924.512986 = -31476.986859
  nChanged 7
		SP:Iteration 5Q (11465.210000 sec): 3 clusters
  Score: Raw -33426.275320 + Penalty 1924.512986 = -31501.762334
  nChanged 5
		SP:Iteration 6Q (11465.370000 sec): 3 clusters
  Score: Raw -33446.611573 + Penalty 1924.512986 = -31522.098587
  nChanged 3
		SP:Iteration 7Q (11465.530000 sec): 3 clusters
  Score: Raw -33455.285939 + Penalty 1924.512986 = -31530.772952
  nChanged 3
		SP:Iteration 8Q (11465.680000 sec): 3 clusters
  Score: Raw -33460.785998 + Penalty 1924.512986 = -31536.273012
  nChanged 2
		SP:Iteration 9Q (11465.810000 sec): 3 clusters
  Score: Raw -33473.941198 + Penalty 1924.512986 = -31549.428211
  nChanged 1
		SP:Iteration 10Q (11465.960000 sec): 3 clusters
  Score: Raw -33477.976827 + Penalty 1924.512986 = -31553.463841
  nChanged 0
		SP:Iteration 11F (11466.090000 sec): 3 clusters
  Score: Raw -33477.976827 + Penalty 1924.512986 = -31553.463841
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 55 (381 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (11466.170000 sec): 2 clusters
  Score: Raw -26601.879619 + Penalty 965.704898 = -25636.174721
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (11466.340000 sec): 3 clusters
  Score: Raw -26719.831722 + Penalty 1931.409797 = -24788.421925
  nChanged 99
		SP:Iteration 1F (11466.500000 sec): 3 clusters
  Score: Raw -27046.776941 + Penalty 1931.409797 = -25115.367144
  nChanged 38
		SP:Iteration 2F (11466.660000 sec): 3 clusters
  Score: Raw -27241.455376 + Penalty 1931.409797 = -25310.045579
  nChanged 17
		SP:Iteration 3Q (11466.820000 sec): 3 clusters
  Score: Raw -27377.967128 + Penalty 1931.409797 = -25446.557331
  nChanged 10
		SP:Iteration 4Q (11467.000000 sec): 3 clusters
  Score: Raw -27411.753254 + Penalty 1931.409797 = -25480.343457
  nChanged 8
		SP:Iteration 5Q (11467.040000 sec): 3 clusters
  Score: Raw -27468.145985 + Penalty 1931.409797 = -25536.736188
  nChanged 4
		SP:Iteration 6Q (11467.050000 sec): 3 clusters
  Score: Raw -27483.623442 + Penalty 1931.409797 = -25552.213645
  nChanged 3
		SP:Iteration 7Q (11467.060000 sec): 3 clusters
  Score: Raw -27497.943769 + Penalty 1931.409797 = -25566.533972
  nChanged 1
		SP:Iteration 8Q (11467.190000 sec): 3 clusters
  Score: Raw -27502.265651 + Penalty 1931.409797 = -25570.855855
  nChanged 1
		SP:Iteration 9Q (11467.330000 sec): 3 clusters
  Score: Raw -27507.675074 + Penalty 1931.409797 = -25576.265277
  nChanged 0
		SP:Iteration 10F (11467.480000 sec): 3 clusters
  Score: Raw -27540.215410 + Penalty 1931.409797 = -25608.805614
  nChanged 1
		SP:Iteration 11Q (11467.640000 sec): 3 clusters
  Score: Raw -27652.548206 + Penalty 1931.409797 = -25721.138409
  nChanged 3
		SP:Iteration 12Q (11467.800000 sec): 3 clusters
  Score: Raw -27660.672470 + Penalty 1931.409797 = -25729.262673
  nChanged 1
		SP:Iteration 13Q (11467.960000 sec): 3 clusters
  Score: Raw -27675.878539 + Penalty 1931.409797 = -25744.468742
  nChanged 1
		SP:Iteration 14Q (11468.120000 sec): 3 clusters
  Score: Raw -27690.227829 + Penalty 1931.409797 = -25758.818032
  nChanged 1
		SP:Iteration 15Q (11468.290000 sec): 3 clusters
  Score: Raw -27691.512423 + Penalty 1931.409797 = -25760.102626
  nChanged 0
		SP:Iteration 16F (11468.450000 sec): 3 clusters
  Score: Raw -27691.512423 + Penalty 1931.409797 = -25760.102626
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 62.
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 56 (406 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (11468.560000 sec): 2 clusters
  Score: Raw -46367.595556 + Penalty 976.032388 = -45391.563168
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (11468.690000 sec): 3 clusters
  Score: Raw -46404.485443 + Penalty 1952.064777 = -44452.420666
  nChanged 106
		SP:Iteration 1F (11468.810000 sec): 3 clusters
  Score: Raw -46718.167291 + Penalty 1952.064777 = -44766.102514
  nChanged 45
		SP:Iteration 2F (11469.000000 sec): 3 clusters
  Score: Raw -46931.783230 + Penalty 1952.064777 = -44979.718453
  nChanged 26
		SP:Iteration 3F (11469.150000 sec): 3 clusters
  Score: Raw -47159.084355 + Penalty 1952.064777 = -45207.019578
  nChanged 28
		SP:Iteration 4F (11469.310000 sec): 3 clusters
  Score: Raw -47395.207046 + Penalty 1952.064777 = -45443.142269
  nChanged 26
		SP:Iteration 5F (11469.470000 sec): 3 clusters
  Score: Raw -47656.163929 + Penalty 1952.064777 = -45704.099152
  nChanged 20
		SP:Iteration 6Q (11469.630000 sec): 3 clusters
  Score: Raw -47992.948698 + Penalty 1952.064777 = -46040.883922
  nChanged 11
		SP:Iteration 7Q (11469.820000 sec): 3 clusters
  Score: Raw -48109.909230 + Penalty 1952.064777 = -46157.844453
  nChanged 6
		SP:Iteration 8Q (11469.990000 sec): 3 clusters
  Score: Raw -48174.476275 + Penalty 1952.064777 = -46222.411498
  nChanged 4
		SP:Iteration 9Q (11470.130000 sec): 3 clusters
  Score: Raw -48248.038936 + Penalty 1952.064777 = -46295.974160
  nChanged 4
		SP:Iteration 10Q (11470.230000 sec): 3 clusters
  Score: Raw -48293.969529 + Penalty 1952.064777 = -46341.904753
  nChanged 2
		SP:Iteration 11Q (11470.380000 sec): 3 clusters
  Score: Raw -48331.833517 + Penalty 1952.064777 = -46379.768740
  nChanged 1
		SP:Iteration 12Q (11470.530000 sec): 3 clusters
  Score: Raw -48381.921269 + Penalty 1952.064777 = -46429.856492
  nChanged 1
		SP:Iteration 13Q (11470.690000 sec): 3 clusters
  Score: Raw -48431.394094 + Penalty 1952.064777 = -46479.329317
  nChanged 1
		SP:Iteration 14Q (11470.890000 sec): 3 clusters
  Score: Raw -48446.834057 + Penalty 1952.064777 = -46494.769281
  nChanged 1
		SP:Iteration 15Q (11471.020000 sec): 3 clusters
  Score: Raw -48459.337557 + Penalty 1952.064777 = -46507.272780
  nChanged 0
		SP:Iteration 16F (11471.150000 sec): 3 clusters
  Score: Raw -48477.451473 + Penalty 1952.064777 = -46525.386696
  nChanged 2
		SP:Iteration 17Q (11471.290000 sec): 3 clusters
  Score: Raw -48547.672474 + Penalty 1952.064777 = -46595.607697
  nChanged 1
		SP:Iteration 18Q (11471.430000 sec): 3 clusters
  Score: Raw -48626.451507 + Penalty 1952.064777 = -46674.386730
  nChanged 0
		SP:Iteration 19F (11471.590000 sec): 3 clusters
  Score: Raw -48626.451507 + Penalty 1952.064777 = -46674.386730
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 63.
Deleting Class 55 (89 points): Lose 1731.021904 but Gain 2224.536093
Iteration 139Q (11560.260000 sec): 63 clusters
  Score: Raw -104700585.804695 + Penalty 137921.237783 = -104562664.566912
  nChanged 5201
Iteration 140F (11696.200000 sec): 63 clusters
  Score: Raw -104701314.861945 + Penalty 137921.237783 = -104563393.624162
  nChanged 5448
Iteration 141Q (11777.440000 sec): 63 clusters
  Score: Raw -104705775.775849 + Penalty 137921.237783 = -104567854.538066
  nChanged 3930
Iteration 142Q (11855.940000 sec): 63 clusters
  Score: Raw -104706949.436970 + Penalty 137921.237783 = -104569028.199187
  nChanged 2978
Iteration 143Q (11942.700000 sec): 63 clusters
  Score: Raw -104707746.463842 + Penalty 137921.237783 = -104569825.226058
  nChanged 2590
Iteration 144Q (12025.380000 sec): 63 clusters
  Score: Raw -104708352.448463 + Penalty 137921.237783 = -104570431.210680
  nChanged 2300
Iteration 145Q (12110.510000 sec): 63 clusters
  Score: Raw -104708817.529631 + Penalty 137921.237783 = -104570896.291847
  nChanged 2041
Iteration 146Q (12194.780000 sec): 63 clusters
  Score: Raw -104709175.278097 + Penalty 137921.237783 = -104571254.040314
  nChanged 1903
Iteration 147Q (12280.280000 sec): 63 clusters
  Score: Raw -104709471.480938 + Penalty 137921.237783 = -104571550.243155
  nChanged 1741
Iteration 148Q (12368.190000 sec): 63 clusters
  Score: Raw -104709694.054220 + Penalty 137921.237783 = -104571772.816437
  nChanged 1489
Iteration 149Q (12451.180000 sec): 63 clusters
  Score: Raw -104709867.401048 + Penalty 137921.237783 = -104571946.163265
  nChanged 1267
Iteration 150Q (12536.200000 sec): 63 clusters
  Score: Raw -104710011.203213 + Penalty 137921.237783 = -104572089.965430
  nChanged 1165
Iteration 151Q (12624.490000 sec): 63 clusters
  Score: Raw -104710135.155988 + Penalty 137921.237783 = -104572213.918205
  nChanged 1075
Iteration 152Q (12710.120000 sec): 63 clusters
  Score: Raw -104710231.495813 + Penalty 137921.237783 = -104572310.258030
  nChanged 939
Iteration 153Q (12797.850000 sec): 63 clusters
  Score: Raw -104710311.790090 + Penalty 137921.237783 = -104572390.552306
  nChanged 826
Iteration 154Q (12881.970000 sec): 63 clusters
  Score: Raw -104710388.570255 + Penalty 137921.237783 = -104572467.332472
  nChanged 756
Iteration 155Q (12953.120000 sec): 63 clusters
  Score: Raw -104710443.621652 + Penalty 137921.237783 = -104572522.383869
  nChanged 632
Iteration 156Q (13034.240000 sec): 63 clusters
  Score: Raw -104710483.794986 + Penalty 137921.237783 = -104572562.557202
  nChanged 574
Iteration 157Q (13122.490000 sec): 63 clusters
  Score: Raw -104710517.442141 + Penalty 137921.237783 = -104572596.204358
  nChanged 535
Iteration 158Q (13207.300000 sec): 63 clusters
  Score: Raw -104710548.152643 + Penalty 137921.237783 = -104572626.914860
  nChanged 499
Iteration 159Q (13290.140000 sec): 63 clusters
  Score: Raw -104710573.727789 + Penalty 137921.237783 = -104572652.490006
  nChanged 406
Iteration 160F (13415.420000 sec): 63 clusters
  Score: Raw -104710692.812356 + Penalty 137921.237783 = -104572771.574572
  nChanged 462
Iteration 161Q (13494.690000 sec): 63 clusters
  Score: Raw -104710841.305051 + Penalty 137921.237783 = -104572920.067268
  nChanged 440
Iteration 162Q (13576.010000 sec): 63 clusters
  Score: Raw -104710921.485745 + Penalty 137921.237783 = -104573000.247962
  nChanged 431
Iteration 163Q (13660.180000 sec): 63 clusters
  Score: Raw -104710985.931664 + Penalty 137921.237783 = -104573064.693881
  nChanged 415
Iteration 164Q (13747.130000 sec): 63 clusters
  Score: Raw -104711026.866919 + Penalty 137921.237783 = -104573105.629136
  nChanged 396
Iteration 165Q (13831.280000 sec): 63 clusters
  Score: Raw -104711062.190916 + Penalty 137921.237783 = -104573140.953133
  nChanged 363
Iteration 166Q (13915.770000 sec): 63 clusters
  Score: Raw -104711087.603039 + Penalty 137921.237783 = -104573166.365256
  nChanged 348
Iteration 167Q (13996.650000 sec): 63 clusters
  Score: Raw -104711105.239350 + Penalty 137921.237783 = -104573184.001567
  nChanged 341
Iteration 168Q (14102.870000 sec): 63 clusters
  Score: Raw -104711123.130140 + Penalty 137921.237783 = -104573201.892357
  nChanged 368
Iteration 169Q (14201.610000 sec): 63 clusters
  Score: Raw -104711143.980478 + Penalty 137921.237783 = -104573222.742695
  nChanged 340
Iteration 170Q (14282.390000 sec): 63 clusters
  Score: Raw -104711162.368347 + Penalty 137921.237783 = -104573241.130564
  nChanged 323
Iteration 171Q (14366.160000 sec): 63 clusters
  Score: Raw -104711180.251023 + Penalty 137921.237783 = -104573259.013240
  nChanged 293
Iteration 172Q (14447.810000 sec): 63 clusters
  Score: Raw -104711196.707161 + Penalty 137921.237783 = -104573275.469378
  nChanged 305
Iteration 173Q (14525.880000 sec): 63 clusters
  Score: Raw -104711211.088676 + Penalty 137921.237783 = -104573289.850893
  nChanged 282
Iteration 174Q (14608.420000 sec): 63 clusters
  Score: Raw -104711226.156358 + Penalty 137921.237783 = -104573304.918574
  nChanged 338
Iteration 175Q (14690.830000 sec): 63 clusters
  Score: Raw -104711244.284430 + Penalty 137921.237783 = -104573323.046647
  nChanged 341
Iteration 176Q (14780.090000 sec): 63 clusters
  Score: Raw -104711262.549788 + Penalty 137921.237783 = -104573341.312005
  nChanged 329
Iteration 177Q (14865.050000 sec): 63 clusters
  Score: Raw -104711280.435083 + Penalty 137921.237783 = -104573359.197300
  nChanged 324
Iteration 178Q (14947.100000 sec): 63 clusters
  Score: Raw -104711300.233781 + Penalty 137921.237783 = -104573378.995998
  nChanged 343
Writing temp clu file 
Because OldScore, -104573359.197300, is greater than current (better) Score,-104573378.995998 
 Compute initial score before splitting:   Score: Raw -104711300.233781 + Penalty 137921.237783 = -104573378.995998
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 1 (10871 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (14947.370000 sec): 2 clusters
  Score: Raw -1291169.842301 + Penalty 1510.251270 = -1289659.591030
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (14947.580000 sec): 3 clusters
  Score: Raw -1284957.728503 + Penalty 3020.502541 = -1281937.225962
  nChanged 4733
		SP:Iteration 1F (14947.860000 sec): 3 clusters
  Score: Raw -1287445.065971 + Penalty 3020.502541 = -1284424.563430
  nChanged 676
		SP:Iteration 2F (14948.110000 sec): 3 clusters
  Score: Raw -1287807.607120 + Penalty 3020.502541 = -1284787.104579
  nChanged 648
		SP:Iteration 3F (14948.290000 sec): 3 clusters
  Score: Raw -1288138.148013 + Penalty 3020.502541 = -1285117.645472
  nChanged 645
		SP:Iteration 4F (14948.530000 sec): 3 clusters
  Score: Raw -1288497.648626 + Penalty 3020.502541 = -1285477.146085
  nChanged 625
		SP:Iteration 5F (14948.770000 sec): 3 clusters
  Score: Raw -1288846.029001 + Penalty 3020.502541 = -1285825.526460
  nChanged 547
		SP:Iteration 6F (14948.990000 sec): 3 clusters
  Score: Raw -1289126.365022 + Penalty 3020.502541 = -1286105.862481
  nChanged 485
		SP:Iteration 7Q (14949.200000 sec): 3 clusters
  Score: Raw -1289383.612692 + Penalty 3020.502541 = -1286363.110151
  nChanged 471
		SP:Iteration 8Q (14949.380000 sec): 3 clusters
  Score: Raw -1289631.158962 + Penalty 3020.502541 = -1286610.656421
  nChanged 420
		SP:Iteration 9Q (14949.640000 sec): 3 clusters
  Score: Raw -1289841.194004 + Penalty 3020.502541 = -1286820.691463
  nChanged 340
		SP:Iteration 10Q (14949.810000 sec): 3 clusters
  Score: Raw -1290021.610030 + Penalty 3020.502541 = -1287001.107489
  nChanged 280
		SP:Iteration 11Q (14950.030000 sec): 3 clusters
  Score: Raw -1290169.757438 + Penalty 3020.502541 = -1287149.254897
  nChanged 233
		SP:Iteration 12Q (14950.270000 sec): 3 clusters
  Score: Raw -1290301.536907 + Penalty 3020.502541 = -1287281.034366
  nChanged 236
		SP:Iteration 13Q (14950.520000 sec): 3 clusters
  Score: Raw -1290451.604587 + Penalty 3020.502541 = -1287431.102046
  nChanged 205
		SP:Iteration 14Q (14950.710000 sec): 3 clusters
  Score: Raw -1290568.690524 + Penalty 3020.502541 = -1287548.187983
  nChanged 159
		SP:Iteration 15Q (14950.950000 sec): 3 clusters
  Score: Raw -1290653.957960 + Penalty 3020.502541 = -1287633.455419
  nChanged 148
		SP:Iteration 16Q (14951.150000 sec): 3 clusters
  Score: Raw -1290716.992054 + Penalty 3020.502541 = -1287696.489513
  nChanged 117
		SP:Iteration 17Q (14951.360000 sec): 3 clusters
  Score: Raw -1290764.093752 + Penalty 3020.502541 = -1287743.591211
  nChanged 111
		SP:Iteration 18Q (14951.610000 sec): 3 clusters
  Score: Raw -1290808.176430 + Penalty 3020.502541 = -1287787.673889
  nChanged 96
		SP:Iteration 19Q (14951.850000 sec): 3 clusters
  Score: Raw -1290855.623838 + Penalty 3020.502541 = -1287835.121297
  nChanged 113
		SP:Iteration 20F (14952.010000 sec): 3 clusters
  Score: Raw -1290910.774532 + Penalty 3020.502541 = -1287890.271991
  nChanged 106
		SP:Iteration 21Q (14952.220000 sec): 3 clusters
  Score: Raw -1290966.889660 + Penalty 3020.502541 = -1287946.387119
  nChanged 95
		SP:Iteration 22Q (14952.490000 sec): 3 clusters
  Score: Raw -1291012.462730 + Penalty 3020.502541 = -1287991.960189
  nChanged 92
		SP:Iteration 23Q (14952.710000 sec): 3 clusters
  Score: Raw -1291052.216140 + Penalty 3020.502541 = -1288031.713599
  nChanged 89
		SP:Iteration 24Q (14952.880000 sec): 3 clusters
  Score: Raw -1291102.382965 + Penalty 3020.502541 = -1288081.880424
  nChanged 89
		SP:Iteration 25Q (14953.070000 sec): 3 clusters
  Score: Raw -1291144.210784 + Penalty 3020.502541 = -1288123.708243
  nChanged 66
		SP:Iteration 26Q (14953.280000 sec): 3 clusters
  Score: Raw -1291174.059838 + Penalty 3020.502541 = -1288153.557297
  nChanged 66
		SP:Iteration 27Q (14953.460000 sec): 3 clusters
  Score: Raw -1291208.716417 + Penalty 3020.502541 = -1288188.213876
  nChanged 68
		SP:Iteration 28Q (14953.690000 sec): 3 clusters
  Score: Raw -1291245.126750 + Penalty 3020.502541 = -1288224.624209
  nChanged 61
		SP:Iteration 29Q (14953.910000 sec): 3 clusters
  Score: Raw -1291279.786654 + Penalty 3020.502541 = -1288259.284113
  nChanged 61
		SP:Iteration 30Q (14954.130000 sec): 3 clusters
  Score: Raw -1291309.496923 + Penalty 3020.502541 = -1288288.994382
  nChanged 48
		SP:Iteration 31Q (14954.310000 sec): 3 clusters
  Score: Raw -1291334.076522 + Penalty 3020.502541 = -1288313.573981
  nChanged 33
		SP:Iteration 32Q (14954.510000 sec): 3 clusters
  Score: Raw -1291355.636812 + Penalty 3020.502541 = -1288335.134271
  nChanged 33
		SP:Iteration 33Q (14954.730000 sec): 3 clusters
  Score: Raw -1291374.761620 + Penalty 3020.502541 = -1288354.259079
  nChanged 28
		SP:Iteration 34Q (14954.890000 sec): 3 clusters
  Score: Raw -1291390.717836 + Penalty 3020.502541 = -1288370.215295
  nChanged 30
		SP:Iteration 35Q (14955.090000 sec): 3 clusters
  Score: Raw -1291410.648979 + Penalty 3020.502541 = -1288390.146438
  nChanged 28
		SP:Iteration 36Q (14955.290000 sec): 3 clusters
  Score: Raw -1291424.041110 + Penalty 3020.502541 = -1288403.538569
  nChanged 29
		SP:Iteration 37Q (14955.570000 sec): 3 clusters
  Score: Raw -1291441.116198 + Penalty 3020.502541 = -1288420.613657
  nChanged 29
		SP:Iteration 38Q (14955.780000 sec): 3 clusters
  Score: Raw -1291462.570802 + Penalty 3020.502541 = -1288442.068261
  nChanged 38
		SP:Iteration 39Q (14956.020000 sec): 3 clusters
  Score: Raw -1291489.917499 + Penalty 3020.502541 = -1288469.414958
  nChanged 32
		SP:Iteration 40F (14956.230000 sec): 3 clusters
  Score: Raw -1291526.639428 + Penalty 3020.502541 = -1288506.136887
  nChanged 38
		SP:Iteration 41Q (14956.380000 sec): 3 clusters
  Score: Raw -1291568.699309 + Penalty 3020.502541 = -1288548.196768
  nChanged 34
		SP:Iteration 42Q (14956.590000 sec): 3 clusters
  Score: Raw -1291606.062332 + Penalty 3020.502541 = -1288585.559791
  nChanged 33
		SP:Iteration 43Q (14956.740000 sec): 3 clusters
  Score: Raw -1291638.955901 + Penalty 3020.502541 = -1288618.453360
  nChanged 31
		SP:Iteration 44Q (14956.940000 sec): 3 clusters
  Score: Raw -1291672.124898 + Penalty 3020.502541 = -1288651.622357
  nChanged 24
		SP:Iteration 45Q (14957.140000 sec): 3 clusters
  Score: Raw -1291688.884817 + Penalty 3020.502541 = -1288668.382276
  nChanged 17
		SP:Iteration 46Q (14957.310000 sec): 3 clusters
  Score: Raw -1291701.464572 + Penalty 3020.502541 = -1288680.962031
  nChanged 13
		SP:Iteration 47Q (14957.490000 sec): 3 clusters
  Score: Raw -1291706.847464 + Penalty 3020.502541 = -1288686.344923
  nChanged 8
		SP:Iteration 48Q (14957.660000 sec): 3 clusters
  Score: Raw -1291712.681359 + Penalty 3020.502541 = -1288692.178818
  nChanged 10
		SP:Iteration 49Q (14957.860000 sec): 3 clusters
  Score: Raw -1291719.428699 + Penalty 3020.502541 = -1288698.926158
  nChanged 8
		SP:Iteration 50Q (14958.020000 sec): 3 clusters
  Score: Raw -1291726.693378 + Penalty 3020.502541 = -1288706.190837
  nChanged 12
		SP:Iteration 51Q (14958.210000 sec): 3 clusters
  Score: Raw -1291731.512247 + Penalty 3020.502541 = -1288711.009706
  nChanged 3
		SP:Iteration 52Q (14958.440000 sec): 3 clusters
  Score: Raw -1291733.790996 + Penalty 3020.502541 = -1288713.288455
  nChanged 7
		SP:Iteration 53Q (14958.660000 sec): 3 clusters
  Score: Raw -1291736.010936 + Penalty 3020.502541 = -1288715.508395
  nChanged 3
		SP:Iteration 54Q (14958.880000 sec): 3 clusters
  Score: Raw -1291737.232526 + Penalty 3020.502541 = -1288716.729985
  nChanged 1
		SP:Iteration 55Q (14959.070000 sec): 3 clusters
  Score: Raw -1291737.464182 + Penalty 3020.502541 = -1288716.961641
  nChanged 0
		SP:Iteration 56F (14959.300000 sec): 3 clusters
  Score: Raw -1291737.464182 + Penalty 3020.502541 = -1288716.961641
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 2 (35095 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (14959.570000 sec): 2 clusters
  Score: Raw -4411358.161700 + Penalty 1700.694767 = -4409657.466933
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (14959.910000 sec): 3 clusters
  Score: Raw -4389306.205351 + Penalty 3401.389533 = -4385904.815818
  nChanged 16416
		SP:Iteration 1F (14960.290000 sec): 3 clusters
  Score: Raw -4398246.072608 + Penalty 3401.389533 = -4394844.683074
  nChanged 1554
		SP:Iteration 2Q (14960.700000 sec): 3 clusters
  Score: Raw -4398787.113486 + Penalty 3401.389533 = -4395385.723953
  nChanged 1796
		SP:Iteration 3F (14961.040000 sec): 3 clusters
  Score: Raw -4399671.633208 + Penalty 3401.389533 = -4396270.243674
  nChanged 2251
		SP:Iteration 4F (14961.390000 sec): 3 clusters
  Score: Raw -4401047.312174 + Penalty 3401.389533 = -4397645.922640
  nChanged 2412
		SP:Iteration 5F (14961.720000 sec): 3 clusters
  Score: Raw -4402535.933000 + Penalty 3401.389533 = -4399134.543466
  nChanged 2352
		SP:Iteration 6F (14962.060000 sec): 3 clusters
  Score: Raw -4403937.911363 + Penalty 3401.389533 = -4400536.521829
  nChanged 2140
		SP:Iteration 7F (14962.400000 sec): 3 clusters
  Score: Raw -4405270.607607 + Penalty 3401.389533 = -4401869.218073
  nChanged 1980
		SP:Iteration 8F (14962.780000 sec): 3 clusters
  Score: Raw -4406604.527678 + Penalty 3401.389533 = -4403203.138144
  nChanged 1779
		SP:Iteration 9F (14963.140000 sec): 3 clusters
  Score: Raw -4407878.970074 + Penalty 3401.389533 = -4404477.580540
  nChanged 1548
		SP:Iteration 10Q (14963.570000 sec): 3 clusters
  Score: Raw -4409067.022399 + Penalty 3401.389533 = -4405665.632866
  nChanged 1264
		SP:Iteration 11Q (14963.910000 sec): 3 clusters
  Score: Raw -4410062.171043 + Penalty 3401.389533 = -4406660.781510
  nChanged 892
		SP:Iteration 12Q (14964.260000 sec): 3 clusters
  Score: Raw -4410746.222640 + Penalty 3401.389533 = -4407344.833106
  nChanged 520
		SP:Iteration 13Q (14964.590000 sec): 3 clusters
  Score: Raw -4411121.154662 + Penalty 3401.389533 = -4407719.765129
  nChanged 304
		SP:Iteration 14Q (14964.990000 sec): 3 clusters
  Score: Raw -4411346.623264 + Penalty 3401.389533 = -4407945.233730
  nChanged 178
		SP:Iteration 15Q (14965.310000 sec): 3 clusters
  Score: Raw -4411470.557394 + Penalty 3401.389533 = -4408069.167861
  nChanged 104
		SP:Iteration 16Q (14965.620000 sec): 3 clusters
  Score: Raw -4411552.251155 + Penalty 3401.389533 = -4408150.861621
  nChanged 63
		SP:Iteration 17Q (14965.990000 sec): 3 clusters
  Score: Raw -4411604.759337 + Penalty 3401.389533 = -4408203.369803
  nChanged 44
		SP:Iteration 18Q (14966.320000 sec): 3 clusters
  Score: Raw -4411637.283552 + Penalty 3401.389533 = -4408235.894019
  nChanged 29
		SP:Iteration 19Q (14966.680000 sec): 3 clusters
  Score: Raw -4411658.538558 + Penalty 3401.389533 = -4408257.149025
  nChanged 17
		SP:Iteration 20F (14966.980000 sec): 3 clusters
  Score: Raw -4411670.796073 + Penalty 3401.389533 = -4408269.406540
  nChanged 12
		SP:Iteration 21Q (14967.380000 sec): 3 clusters
  Score: Raw -4411678.798357 + Penalty 3401.389533 = -4408277.408824
  nChanged 6
		SP:Iteration 22Q (14967.660000 sec): 3 clusters
  Score: Raw -4411681.371036 + Penalty 3401.389533 = -4408279.981502
  nChanged 4
		SP:Iteration 23Q (14967.970000 sec): 3 clusters
  Score: Raw -4411685.694209 + Penalty 3401.389533 = -4408284.304676
  nChanged 8
		SP:Iteration 24Q (14968.290000 sec): 3 clusters
  Score: Raw -4411691.467371 + Penalty 3401.389533 = -4408290.077838
  nChanged 2
		SP:Iteration 25Q (14968.620000 sec): 3 clusters
  Score: Raw -4411692.419642 + Penalty 3401.389533 = -4408291.030108
  nChanged 1
		SP:Iteration 26Q (14968.970000 sec): 3 clusters
  Score: Raw -4411693.044402 + Penalty 3401.389533 = -4408291.654868
  nChanged 0
		SP:Iteration 27F (14969.290000 sec): 3 clusters
  Score: Raw -4411693.044402 + Penalty 3401.389533 = -4408291.654868
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 3 (369 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (14969.390000 sec): 2 clusters
  Score: Raw -31206.392433 + Penalty 960.504455 = -30245.887978
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (14969.540000 sec): 3 clusters
  Score: Raw -31343.652885 + Penalty 1921.008909 = -29422.643975
  nChanged 104
		SP:Iteration 1F (14969.650000 sec): 3 clusters
  Score: Raw -31603.798127 + Penalty 1921.008909 = -29682.789217
  nChanged 26
		SP:Iteration 2F (14969.830000 sec): 3 clusters
  Score: Raw -31744.081839 + Penalty 1921.008909 = -29823.072930
  nChanged 19
		SP:Iteration 3F (14970.030000 sec): 3 clusters
  Score: Raw -31883.233641 + Penalty 1921.008909 = -29962.224731
  nChanged 14
		SP:Iteration 4Q (14970.220000 sec): 3 clusters
  Score: Raw -31982.916862 + Penalty 1921.008909 = -30061.907953
  nChanged 8
		SP:Iteration 5Q (14970.340000 sec): 3 clusters
  Score: Raw -32011.916216 + Penalty 1921.008909 = -30090.907307
  nChanged 4
		SP:Iteration 6Q (14970.510000 sec): 3 clusters
  Score: Raw -32030.193734 + Penalty 1921.008909 = -30109.184825
  nChanged 2
		SP:Iteration 7Q (14970.700000 sec): 3 clusters
  Score: Raw -32040.140268 + Penalty 1921.008909 = -30119.131359
  nChanged 2
		SP:Iteration 8Q (14970.870000 sec): 3 clusters
  Score: Raw -32051.875323 + Penalty 1921.008909 = -30130.866414
  nChanged 1
		SP:Iteration 9Q (14971.070000 sec): 3 clusters
  Score: Raw -32060.226171 + Penalty 1921.008909 = -30139.217261
  nChanged 2
		SP:Iteration 10Q (14971.160000 sec): 3 clusters
  Score: Raw -32074.950267 + Penalty 1921.008909 = -30153.941358
  nChanged 3
		SP:Iteration 11Q (14971.300000 sec): 3 clusters
  Score: Raw -32083.903344 + Penalty 1921.008909 = -30162.894435
  nChanged 1
		SP:Iteration 12Q (14971.470000 sec): 3 clusters
  Score: Raw -32084.721468 + Penalty 1921.008909 = -30163.712559
  nChanged 0
		SP:Iteration 13F (14971.640000 sec): 3 clusters
  Score: Raw -32088.905577 + Penalty 1921.008909 = -30167.896668
  nChanged 1
		SP:Iteration 14Q (14971.820000 sec): 3 clusters
  Score: Raw -32100.908391 + Penalty 1921.008909 = -30179.899482
  nChanged 2
		SP:Iteration 15Q (14972.050000 sec): 3 clusters
  Score: Raw -32129.781718 + Penalty 1921.008909 = -30208.772809
  nChanged 3
		SP:Iteration 16Q (14972.200000 sec): 3 clusters
  Score: Raw -32194.543479 + Penalty 1921.008909 = -30273.534570
  nChanged 5
		SP:Iteration 17Q (14972.370000 sec): 3 clusters
  Score: Raw -32265.005351 + Penalty 1921.008909 = -30343.996441
  nChanged 8
		SP:Iteration 18Q (14972.540000 sec): 3 clusters
  Score: Raw -32395.154089 + Penalty 1921.008909 = -30474.145180
  nChanged 11
		SP:Iteration 19Q (14972.730000 sec): 3 clusters
  Score: Raw -32512.689482 + Penalty 1921.008909 = -30591.680573
  nChanged 7
		SP:Iteration 20F (14972.910000 sec): 3 clusters
  Score: Raw -32565.476971 + Penalty 1921.008909 = -30644.468062
  nChanged 2
		SP:Iteration 21Q (14973.080000 sec): 3 clusters
  Score: Raw -32583.292544 + Penalty 1921.008909 = -30662.283635
  nChanged 5
		SP:Iteration 22Q (14973.210000 sec): 3 clusters
  Score: Raw -32609.298583 + Penalty 1921.008909 = -30688.289674
  nChanged 5
		SP:Iteration 23Q (14973.400000 sec): 3 clusters
  Score: Raw -32649.867226 + Penalty 1921.008909 = -30728.858317
  nChanged 7
		SP:Iteration 24Q (14973.540000 sec): 3 clusters
  Score: Raw -32710.578940 + Penalty 1921.008909 = -30789.570030
  nChanged 6
		SP:Iteration 25Q (14973.700000 sec): 3 clusters
  Score: Raw -32735.896648 + Penalty 1921.008909 = -30814.887739
  nChanged 3
		SP:Iteration 26Q (14973.870000 sec): 3 clusters
  Score: Raw -32747.859768 + Penalty 1921.008909 = -30826.850858
  nChanged 2
		SP:Iteration 27Q (14974.050000 sec): 3 clusters
  Score: Raw -32757.679487 + Penalty 1921.008909 = -30836.670577
  nChanged 0
		SP:Iteration 28F (14974.170000 sec): 3 clusters
  Score: Raw -32757.679487 + Penalty 1921.008909 = -30836.670577
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 55.
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 4 (1441 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (14974.310000 sec): 2 clusters
  Score: Raw -161642.319073 + Penalty 1181.877547 = -160460.441526
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (14974.460000 sec): 3 clusters
  Score: Raw -161098.762358 + Penalty 2363.755094 = -158735.007265
  nChanged 473
		SP:Iteration 1F (14974.660000 sec): 3 clusters
  Score: Raw -161534.059879 + Penalty 2363.755094 = -159170.304785
  nChanged 148
		SP:Iteration 2F (14974.820000 sec): 3 clusters
  Score: Raw -161751.824296 + Penalty 2363.755094 = -159388.069202
  nChanged 122
		SP:Iteration 3F (14974.970000 sec): 3 clusters
  Score: Raw -161905.425440 + Penalty 2363.755094 = -159541.670346
  nChanged 84
		SP:Iteration 4F (14975.140000 sec): 3 clusters
  Score: Raw -162044.250527 + Penalty 2363.755094 = -159680.495433
  nChanged 66
		SP:Iteration 5Q (14975.300000 sec): 3 clusters
  Score: Raw -162133.560823 + Penalty 2363.755094 = -159769.805730
  nChanged 52
		SP:Iteration 6Q (14975.470000 sec): 3 clusters
  Score: Raw -162188.557427 + Penalty 2363.755094 = -159824.802334
  nChanged 25
		SP:Iteration 7Q (14975.630000 sec): 3 clusters
  Score: Raw -162208.118373 + Penalty 2363.755094 = -159844.363279
  nChanged 12
		SP:Iteration 8Q (14975.790000 sec): 3 clusters
  Score: Raw -162221.084153 + Penalty 2363.755094 = -159857.329060
  nChanged 12
		SP:Iteration 9Q (14975.950000 sec): 3 clusters
  Score: Raw -162230.580495 + Penalty 2363.755094 = -159866.825401
  nChanged 8
		SP:Iteration 10Q (14976.110000 sec): 3 clusters
  Score: Raw -162235.607187 + Penalty 2363.755094 = -159871.852093
  nChanged 4
		SP:Iteration 11Q (14976.270000 sec): 3 clusters
  Score: Raw -162237.988195 + Penalty 2363.755094 = -159874.233101
  nChanged 4
		SP:Iteration 12Q (14976.470000 sec): 3 clusters
  Score: Raw -162240.437627 + Penalty 2363.755094 = -159876.682533
  nChanged 2
		SP:Iteration 13Q (14976.630000 sec): 3 clusters
  Score: Raw -162241.511854 + Penalty 2363.755094 = -159877.756760
  nChanged 2
		SP:Iteration 14Q (14976.780000 sec): 3 clusters
  Score: Raw -162242.236461 + Penalty 2363.755094 = -159878.481367
  nChanged 1
		SP:Iteration 15Q (14976.890000 sec): 3 clusters
  Score: Raw -162242.554322 + Penalty 2363.755094 = -159878.799229
  nChanged 0
		SP:Iteration 16F (14977.050000 sec): 3 clusters
  Score: Raw -162242.554322 + Penalty 2363.755094 = -159878.799229
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 5 (5747 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (14977.160000 sec): 2 clusters
  Score: Raw -694374.746226 + Penalty 1406.670405 = -692968.075821
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (14977.360000 sec): 3 clusters
  Score: Raw -691342.409063 + Penalty 2813.340809 = -688529.068254
  nChanged 2310
		SP:Iteration 1F (14977.510000 sec): 3 clusters
  Score: Raw -692584.383091 + Penalty 2813.340809 = -689771.042282
  nChanged 418
		SP:Iteration 2F (14977.680000 sec): 3 clusters
  Score: Raw -692800.530612 + Penalty 2813.340809 = -689987.189803
  nChanged 316
		SP:Iteration 3F (14977.850000 sec): 3 clusters
  Score: Raw -692955.763473 + Penalty 2813.340809 = -690142.422664
  nChanged 249
		SP:Iteration 4Q (14978.000000 sec): 3 clusters
  Score: Raw -693087.714814 + Penalty 2813.340809 = -690274.374005
  nChanged 213
		SP:Iteration 5Q (14978.160000 sec): 3 clusters
  Score: Raw -693196.975243 + Penalty 2813.340809 = -690383.634434
  nChanged 189
		SP:Iteration 6Q (14978.330000 sec): 3 clusters
  Score: Raw -693300.646843 + Penalty 2813.340809 = -690487.306034
  nChanged 187
		SP:Iteration 7Q (14978.500000 sec): 3 clusters
  Score: Raw -693395.306752 + Penalty 2813.340809 = -690581.965943
  nChanged 185
		SP:Iteration 8Q (14978.650000 sec): 3 clusters
  Score: Raw -693504.495027 + Penalty 2813.340809 = -690691.154218
  nChanged 183
		SP:Iteration 9Q (14978.800000 sec): 3 clusters
  Score: Raw -693603.323600 + Penalty 2813.340809 = -690789.982791
  nChanged 171
		SP:Iteration 10Q (14978.960000 sec): 3 clusters
  Score: Raw -693688.242840 + Penalty 2813.340809 = -690874.902031
  nChanged 166
		SP:Iteration 11Q (14979.110000 sec): 3 clusters
  Score: Raw -693780.575177 + Penalty 2813.340809 = -690967.234368
  nChanged 165
		SP:Iteration 12Q (14979.260000 sec): 3 clusters
  Score: Raw -693881.845442 + Penalty 2813.340809 = -691068.504633
  nChanged 169
		SP:Iteration 13Q (14979.420000 sec): 3 clusters
  Score: Raw -693989.635960 + Penalty 2813.340809 = -691176.295151
  nChanged 174
		SP:Iteration 14Q (14979.610000 sec): 3 clusters
  Score: Raw -694104.569172 + Penalty 2813.340809 = -691291.228363
  nChanged 170
		SP:Iteration 15Q (14979.760000 sec): 3 clusters
  Score: Raw -694223.507795 + Penalty 2813.340809 = -691410.166986
  nChanged 163
		SP:Iteration 16Q (14979.920000 sec): 3 clusters
  Score: Raw -694331.545394 + Penalty 2813.340809 = -691518.204585
  nChanged 151
		SP:Iteration 17Q (14980.070000 sec): 3 clusters
  Score: Raw -694419.141543 + Penalty 2813.340809 = -691605.800734
  nChanged 134
		SP:Iteration 18Q (14980.260000 sec): 3 clusters
  Score: Raw -694496.751773 + Penalty 2813.340809 = -691683.410964
  nChanged 122
		SP:Iteration 19Q (14980.460000 sec): 3 clusters
  Score: Raw -694572.083314 + Penalty 2813.340809 = -691758.742505
  nChanged 120
		SP:Iteration 20F (14980.660000 sec): 3 clusters
  Score: Raw -694638.974908 + Penalty 2813.340809 = -691825.634099
  nChanged 107
		SP:Iteration 21Q (14980.860000 sec): 3 clusters
  Score: Raw -694695.380707 + Penalty 2813.340809 = -691882.039898
  nChanged 82
		SP:Iteration 22Q (14981.060000 sec): 3 clusters
  Score: Raw -694733.689723 + Penalty 2813.340809 = -691920.348914
  nChanged 69
		SP:Iteration 23Q (14981.260000 sec): 3 clusters
  Score: Raw -694761.233352 + Penalty 2813.340809 = -691947.892543
  nChanged 63
		SP:Iteration 24Q (14981.420000 sec): 3 clusters
  Score: Raw -694781.125094 + Penalty 2813.340809 = -691967.784285
  nChanged 48
		SP:Iteration 25Q (14981.580000 sec): 3 clusters
  Score: Raw -694796.635191 + Penalty 2813.340809 = -691983.294382
  nChanged 43
		SP:Iteration 26Q (14981.740000 sec): 3 clusters
  Score: Raw -694811.246320 + Penalty 2813.340809 = -691997.905511
  nChanged 38
		SP:Iteration 27Q (14981.900000 sec): 3 clusters
  Score: Raw -694824.984404 + Penalty 2813.340809 = -692011.643595
  nChanged 29
		SP:Iteration 28Q (14982.090000 sec): 3 clusters
  Score: Raw -694833.723423 + Penalty 2813.340809 = -692020.382614
  nChanged 19
		SP:Iteration 29Q (14982.240000 sec): 3 clusters
  Score: Raw -694838.234389 + Penalty 2813.340809 = -692024.893580
  nChanged 17
		SP:Iteration 30Q (14982.400000 sec): 3 clusters
  Score: Raw -694841.360074 + Penalty 2813.340809 = -692028.019265
  nChanged 10
		SP:Iteration 31Q (14982.550000 sec): 3 clusters
  Score: Raw -694844.006678 + Penalty 2813.340809 = -692030.665869
  nChanged 8
		SP:Iteration 32Q (14982.700000 sec): 3 clusters
  Score: Raw -694845.361526 + Penalty 2813.340809 = -692032.020717
  nChanged 8
		SP:Iteration 33Q (14982.880000 sec): 3 clusters
  Score: Raw -694847.121688 + Penalty 2813.340809 = -692033.780879
  nChanged 7
		SP:Iteration 34Q (14983.130000 sec): 3 clusters
  Score: Raw -694848.533633 + Penalty 2813.340809 = -692035.192824
  nChanged 7
		SP:Iteration 35Q (14983.340000 sec): 3 clusters
  Score: Raw -694850.185852 + Penalty 2813.340809 = -692036.845043
  nChanged 4
		SP:Iteration 36Q (14983.530000 sec): 3 clusters
  Score: Raw -694851.341489 + Penalty 2813.340809 = -692038.000680
  nChanged 2
		SP:Iteration 37Q (14983.720000 sec): 3 clusters
  Score: Raw -694851.922188 + Penalty 2813.340809 = -692038.581379
  nChanged 3
		SP:Iteration 38Q (14983.900000 sec): 3 clusters
  Score: Raw -694852.687930 + Penalty 2813.340809 = -692039.347121
  nChanged 1
		SP:Iteration 39Q (14984.090000 sec): 3 clusters
  Score: Raw -694853.132983 + Penalty 2813.340809 = -692039.792174
  nChanged 3
		SP:Iteration 40F (14984.260000 sec): 3 clusters
  Score: Raw -694853.830047 + Penalty 2813.340809 = -692040.489238
  nChanged 2
		SP:Iteration 41Q (14984.440000 sec): 3 clusters
  Score: Raw -694854.086073 + Penalty 2813.340809 = -692040.745264
  nChanged 1
		SP:Iteration 42Q (14984.630000 sec): 3 clusters
  Score: Raw -694854.259286 + Penalty 2813.340809 = -692040.918477
  nChanged 1
		SP:Iteration 43Q (14984.820000 sec): 3 clusters
  Score: Raw -694854.370203 + Penalty 2813.340809 = -692041.029394
  nChanged 1
		SP:Iteration 44Q (14985.020000 sec): 3 clusters
  Score: Raw -694854.555083 + Penalty 2813.340809 = -692041.214274
  nChanged 3
		SP:Iteration 45Q (14985.250000 sec): 3 clusters
  Score: Raw -694854.817514 + Penalty 2813.340809 = -692041.476705
  nChanged 0
		SP:Iteration 46F (14985.500000 sec): 3 clusters
  Score: Raw -694854.817514 + Penalty 2813.340809 = -692041.476705
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 6 (968 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (14985.560000 sec): 2 clusters
  Score: Raw -113286.375665 + Penalty 1117.225214 = -112169.150451
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (14985.780000 sec): 3 clusters
  Score: Raw -113007.601968 + Penalty 2234.450428 = -110773.151540
  nChanged 308
		SP:Iteration 1F (14985.920000 sec): 3 clusters
  Score: Raw -113254.258912 + Penalty 2234.450428 = -111019.808484
  nChanged 70
		SP:Iteration 2F (14986.050000 sec): 3 clusters
  Score: Raw -113347.252455 + Penalty 2234.450428 = -111112.802026
  nChanged 56
		SP:Iteration 3F (14986.190000 sec): 3 clusters
  Score: Raw -113424.643012 + Penalty 2234.450428 = -111190.192584
  nChanged 40
		SP:Iteration 4Q (14986.320000 sec): 3 clusters
  Score: Raw -113491.817809 + Penalty 2234.450428 = -111257.367381
  nChanged 40
		SP:Iteration 5Q (14986.480000 sec): 3 clusters
  Score: Raw -113534.498979 + Penalty 2234.450428 = -111300.048550
  nChanged 36
		SP:Iteration 6Q (14986.640000 sec): 3 clusters
  Score: Raw -113574.262706 + Penalty 2234.450428 = -111339.812277
  nChanged 31
		SP:Iteration 7Q (14986.820000 sec): 3 clusters
  Score: Raw -113607.879316 + Penalty 2234.450428 = -111373.428888
  nChanged 29
		SP:Iteration 8Q (14987.010000 sec): 3 clusters
  Score: Raw -113639.411734 + Penalty 2234.450428 = -111404.961306
  nChanged 32
		SP:Iteration 9Q (14987.200000 sec): 3 clusters
  Score: Raw -113672.782920 + Penalty 2234.450428 = -111438.332491
  nChanged 20
		SP:Iteration 10Q (14987.360000 sec): 3 clusters
  Score: Raw -113690.895453 + Penalty 2234.450428 = -111456.445025
  nChanged 14
		SP:Iteration 11Q (14987.540000 sec): 3 clusters
  Score: Raw -113705.235217 + Penalty 2234.450428 = -111470.784788
  nChanged 14
		SP:Iteration 12Q (14987.770000 sec): 3 clusters
  Score: Raw -113719.216074 + Penalty 2234.450428 = -111484.765645
  nChanged 18
		SP:Iteration 13Q (14987.920000 sec): 3 clusters
  Score: Raw -113743.811101 + Penalty 2234.450428 = -111509.360673
  nChanged 12
		SP:Iteration 14Q (14988.070000 sec): 3 clusters
  Score: Raw -113758.502251 + Penalty 2234.450428 = -111524.051822
  nChanged 6
		SP:Iteration 15Q (14988.190000 sec): 3 clusters
  Score: Raw -113764.556246 + Penalty 2234.450428 = -111530.105817
  nChanged 8
		SP:Iteration 16Q (14988.360000 sec): 3 clusters
  Score: Raw -113772.262513 + Penalty 2234.450428 = -111537.812085
  nChanged 4
		SP:Iteration 17Q (14988.600000 sec): 3 clusters
  Score: Raw -113776.276737 + Penalty 2234.450428 = -111541.826309
  nChanged 5
		SP:Iteration 18Q (14988.730000 sec): 3 clusters
  Score: Raw -113781.281925 + Penalty 2234.450428 = -111546.831497
  nChanged 2
		SP:Iteration 19Q (14988.890000 sec): 3 clusters
  Score: Raw -113782.351830 + Penalty 2234.450428 = -111547.901401
  nChanged 4
		SP:Iteration 20F (14989.060000 sec): 3 clusters
  Score: Raw -113785.528452 + Penalty 2234.450428 = -111551.078024
  nChanged 6
		SP:Iteration 21Q (14989.240000 sec): 3 clusters
  Score: Raw -113791.891140 + Penalty 2234.450428 = -111557.440712
  nChanged 6
		SP:Iteration 22Q (14989.350000 sec): 3 clusters
  Score: Raw -113796.732443 + Penalty 2234.450428 = -111562.282015
  nChanged 2
		SP:Iteration 23Q (14989.530000 sec): 3 clusters
  Score: Raw -113798.555954 + Penalty 2234.450428 = -111564.105525
  nChanged 1
		SP:Iteration 24Q (14989.710000 sec): 3 clusters
  Score: Raw -113799.041017 + Penalty 2234.450428 = -111564.590588
  nChanged 0
		SP:Iteration 25F (14989.940000 sec): 3 clusters
  Score: Raw -113799.041017 + Penalty 2234.450428 = -111564.590588
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 7 (7404 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (14990.070000 sec): 2 clusters
  Score: Raw -899231.978210 + Penalty 1447.838547 = -897784.139663
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (14990.370000 sec): 3 clusters
  Score: Raw -895153.606064 + Penalty 2895.677094 = -892257.928970
  nChanged 3130
		SP:Iteration 1F (14990.560000 sec): 3 clusters
  Score: Raw -896856.222658 + Penalty 2895.677094 = -893960.545564
  nChanged 483
		SP:Iteration 2F (14990.710000 sec): 3 clusters
  Score: Raw -897087.302638 + Penalty 2895.677094 = -894191.625544
  nChanged 372
		SP:Iteration 3F (14990.890000 sec): 3 clusters
  Score: Raw -897271.634683 + Penalty 2895.677094 = -894375.957589
  nChanged 349
		SP:Iteration 4Q (14991.120000 sec): 3 clusters
  Score: Raw -897444.823540 + Penalty 2895.677094 = -894549.146446
  nChanged 339
		SP:Iteration 5Q (14991.370000 sec): 3 clusters
  Score: Raw -897644.013945 + Penalty 2895.677094 = -894748.336851
  nChanged 366
		SP:Iteration 6Q (14991.580000 sec): 3 clusters
  Score: Raw -897892.395939 + Penalty 2895.677094 = -894996.718845
  nChanged 377
		SP:Iteration 7F (14991.820000 sec): 3 clusters
  Score: Raw -898169.846287 + Penalty 2895.677094 = -895274.169193
  nChanged 355
		SP:Iteration 8Q (14992.020000 sec): 3 clusters
  Score: Raw -898463.514698 + Penalty 2895.677094 = -895567.837604
  nChanged 311
		SP:Iteration 9Q (14992.250000 sec): 3 clusters
  Score: Raw -898746.706283 + Penalty 2895.677094 = -895851.029189
  nChanged 263
		SP:Iteration 10Q (14992.440000 sec): 3 clusters
  Score: Raw -899055.335852 + Penalty 2895.677094 = -896159.658758
  nChanged 195
		SP:Iteration 11Q (14992.630000 sec): 3 clusters
  Score: Raw -899348.109411 + Penalty 2895.677094 = -896452.432317
  nChanged 191
		SP:Iteration 12Q (14992.820000 sec): 3 clusters
  Score: Raw -899545.383343 + Penalty 2895.677094 = -896649.706249
  nChanged 150
		SP:Iteration 13Q (14992.960000 sec): 3 clusters
  Score: Raw -899645.362397 + Penalty 2895.677094 = -896749.685303
  nChanged 89
		SP:Iteration 14Q (14993.110000 sec): 3 clusters
  Score: Raw -899684.537887 + Penalty 2895.677094 = -896788.860793
  nChanged 57
		SP:Iteration 15Q (14993.290000 sec): 3 clusters
  Score: Raw -899714.350784 + Penalty 2895.677094 = -896818.673690
  nChanged 44
		SP:Iteration 16Q (14993.490000 sec): 3 clusters
  Score: Raw -899733.956715 + Penalty 2895.677094 = -896838.279621
  nChanged 36
		SP:Iteration 17Q (14993.730000 sec): 3 clusters
  Score: Raw -899744.636946 + Penalty 2895.677094 = -896848.959852
  nChanged 23
		SP:Iteration 18Q (14993.910000 sec): 3 clusters
  Score: Raw -899753.093324 + Penalty 2895.677094 = -896857.416230
  nChanged 16
		SP:Iteration 19Q (14994.090000 sec): 3 clusters
  Score: Raw -899758.063615 + Penalty 2895.677094 = -896862.386522
  nChanged 18
		SP:Iteration 20F (14994.270000 sec): 3 clusters
  Score: Raw -899763.285609 + Penalty 2895.677094 = -896867.608515
  nChanged 19
		SP:Iteration 21Q (14994.470000 sec): 3 clusters
  Score: Raw -899768.230066 + Penalty 2895.677094 = -896872.552972
  nChanged 15
		SP:Iteration 22Q (14994.710000 sec): 3 clusters
  Score: Raw -899772.382131 + Penalty 2895.677094 = -896876.705038
  nChanged 13
		SP:Iteration 23Q (14994.870000 sec): 3 clusters
  Score: Raw -899775.543557 + Penalty 2895.677094 = -896879.866463
  nChanged 7
		SP:Iteration 24Q (14995.050000 sec): 3 clusters
  Score: Raw -899777.108750 + Penalty 2895.677094 = -896881.431656
  nChanged 5
		SP:Iteration 25Q (14995.190000 sec): 3 clusters
  Score: Raw -899778.026453 + Penalty 2895.677094 = -896882.349359
  nChanged 5
		SP:Iteration 26Q (14995.380000 sec): 3 clusters
  Score: Raw -899779.322963 + Penalty 2895.677094 = -896883.645869
  nChanged 3
		SP:Iteration 27Q (14995.570000 sec): 3 clusters
  Score: Raw -899780.054120 + Penalty 2895.677094 = -896884.377026
  nChanged 4
		SP:Iteration 28Q (14995.850000 sec): 3 clusters
  Score: Raw -899780.902835 + Penalty 2895.677094 = -896885.225741
  nChanged 5
		SP:Iteration 29Q (14996.010000 sec): 3 clusters
  Score: Raw -899781.861397 + Penalty 2895.677094 = -896886.184303
  nChanged 3
		SP:Iteration 30Q (14996.260000 sec): 3 clusters
  Score: Raw -899782.306332 + Penalty 2895.677094 = -896886.629238
  nChanged 2
		SP:Iteration 31Q (14996.500000 sec): 3 clusters
  Score: Raw -899782.862508 + Penalty 2895.677094 = -896887.185414
  nChanged 2
		SP:Iteration 32Q (14996.710000 sec): 3 clusters
  Score: Raw -899783.062303 + Penalty 2895.677094 = -896887.385209
  nChanged 2
		SP:Iteration 33Q (14996.890000 sec): 3 clusters
  Score: Raw -899783.425884 + Penalty 2895.677094 = -896887.748791
  nChanged 1
		SP:Iteration 34Q (14997.130000 sec): 3 clusters
  Score: Raw -899783.707221 + Penalty 2895.677094 = -896888.030127
  nChanged 2
		SP:Iteration 35Q (14997.360000 sec): 3 clusters
  Score: Raw -899784.141707 + Penalty 2895.677094 = -896888.464613
  nChanged 2
		SP:Iteration 36Q (14997.600000 sec): 3 clusters
  Score: Raw -899784.849281 + Penalty 2895.677094 = -896889.172187
  nChanged 4
		SP:Iteration 37Q (14997.860000 sec): 3 clusters
  Score: Raw -899785.918660 + Penalty 2895.677094 = -896890.241566
  nChanged 4
		SP:Iteration 38Q (14998.100000 sec): 3 clusters
  Score: Raw -899786.832749 + Penalty 2895.677094 = -896891.155656
  nChanged 8
		SP:Iteration 39Q (14998.370000 sec): 3 clusters
  Score: Raw -899788.303722 + Penalty 2895.677094 = -896892.626628
  nChanged 4
		SP:Iteration 40F (14998.580000 sec): 3 clusters
  Score: Raw -899789.028542 + Penalty 2895.677094 = -896893.351448
  nChanged 6
		SP:Iteration 41Q (14998.780000 sec): 3 clusters
  Score: Raw -899790.005884 + Penalty 2895.677094 = -896894.328790
  nChanged 4
		SP:Iteration 42Q (14999.030000 sec): 3 clusters
  Score: Raw -899790.679224 + Penalty 2895.677094 = -896895.002130
  nChanged 0
		SP:Iteration 43F (14999.220000 sec): 3 clusters
  Score: Raw -899790.679224 + Penalty 2895.677094 = -896895.002130
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 8 (2733 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (14999.310000 sec): 2 clusters
  Score: Raw -317704.054256 + Penalty 1285.887718 = -316418.166539
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (14999.490000 sec): 3 clusters
  Score: Raw -316422.164620 + Penalty 2571.775435 = -313850.389184
  nChanged 1023
		SP:Iteration 1F (14999.670000 sec): 3 clusters
  Score: Raw -317012.884090 + Penalty 2571.775435 = -314441.108655
  nChanged 212
		SP:Iteration 2F (14999.850000 sec): 3 clusters
  Score: Raw -317140.594858 + Penalty 2571.775435 = -314568.819422
  nChanged 120
		SP:Iteration 3Q (15000.020000 sec): 3 clusters
  Score: Raw -317216.574252 + Penalty 2571.775435 = -314644.798816
  nChanged 109
		SP:Iteration 4Q (15000.190000 sec): 3 clusters
  Score: Raw -317284.775177 + Penalty 2571.775435 = -314712.999742
  nChanged 87
		SP:Iteration 5Q (15000.360000 sec): 3 clusters
  Score: Raw -317331.964279 + Penalty 2571.775435 = -314760.188844
  nChanged 72
		SP:Iteration 6Q (15000.530000 sec): 3 clusters
  Score: Raw -317372.060342 + Penalty 2571.775435 = -314800.284907
  nChanged 56
		SP:Iteration 7Q (15000.730000 sec): 3 clusters
  Score: Raw -317407.586414 + Penalty 2571.775435 = -314835.810979
  nChanged 64
		SP:Iteration 8Q (15000.900000 sec): 3 clusters
  Score: Raw -317443.863115 + Penalty 2571.775435 = -314872.087679
  nChanged 62
		SP:Iteration 9Q (15001.030000 sec): 3 clusters
  Score: Raw -317481.548448 + Penalty 2571.775435 = -314909.773013
  nChanged 71
		SP:Iteration 10Q (15001.170000 sec): 3 clusters
  Score: Raw -317525.148420 + Penalty 2571.775435 = -314953.372984
  nChanged 59
		SP:Iteration 11Q (15001.350000 sec): 3 clusters
  Score: Raw -317558.441886 + Penalty 2571.775435 = -314986.666451
  nChanged 45
		SP:Iteration 12Q (15001.490000 sec): 3 clusters
  Score: Raw -317583.153124 + Penalty 2571.775435 = -315011.377689
  nChanged 40
		SP:Iteration 13Q (15001.700000 sec): 3 clusters
  Score: Raw -317603.816895 + Penalty 2571.775435 = -315032.041460
  nChanged 37
		SP:Iteration 14Q (15001.900000 sec): 3 clusters
  Score: Raw -317624.063771 + Penalty 2571.775435 = -315052.288336
  nChanged 43
		SP:Iteration 15Q (15002.120000 sec): 3 clusters
  Score: Raw -317644.782115 + Penalty 2571.775435 = -315073.006680
  nChanged 37
		SP:Iteration 16Q (15002.340000 sec): 3 clusters
  Score: Raw -317662.506559 + Penalty 2571.775435 = -315090.731124
  nChanged 35
		SP:Iteration 17Q (15002.570000 sec): 3 clusters
  Score: Raw -317684.463493 + Penalty 2571.775435 = -315112.688058
  nChanged 46
		SP:Iteration 18Q (15002.760000 sec): 3 clusters
  Score: Raw -317711.467074 + Penalty 2571.775435 = -315139.691639
  nChanged 44
		SP:Iteration 19Q (15002.980000 sec): 3 clusters
  Score: Raw -317736.933822 + Penalty 2571.775435 = -315165.158387
  nChanged 47
		SP:Iteration 20F (15003.120000 sec): 3 clusters
  Score: Raw -317763.371658 + Penalty 2571.775435 = -315191.596222
  nChanged 33
		SP:Iteration 21Q (15003.300000 sec): 3 clusters
  Score: Raw -317781.062569 + Penalty 2571.775435 = -315209.287133
  nChanged 40
		SP:Iteration 22Q (15003.470000 sec): 3 clusters
  Score: Raw -317807.654117 + Penalty 2571.775435 = -315235.878682
  nChanged 36
		SP:Iteration 23Q (15003.660000 sec): 3 clusters
  Score: Raw -317834.305966 + Penalty 2571.775435 = -315262.530530
  nChanged 46
		SP:Iteration 24Q (15003.780000 sec): 3 clusters
  Score: Raw -317873.850402 + Penalty 2571.775435 = -315302.074966
  nChanged 44
		SP:Iteration 25Q (15003.910000 sec): 3 clusters
  Score: Raw -317910.250206 + Penalty 2571.775435 = -315338.474770
  nChanged 41
		SP:Iteration 26Q (15004.040000 sec): 3 clusters
  Score: Raw -317943.719050 + Penalty 2571.775435 = -315371.943614
  nChanged 35
		SP:Iteration 27Q (15004.270000 sec): 3 clusters
  Score: Raw -317973.820897 + Penalty 2571.775435 = -315402.045462
  nChanged 24
		SP:Iteration 28Q (15004.440000 sec): 3 clusters
  Score: Raw -317997.153419 + Penalty 2571.775435 = -315425.377984
  nChanged 28
		SP:Iteration 29Q (15004.620000 sec): 3 clusters
  Score: Raw -318025.852557 + Penalty 2571.775435 = -315454.077122
  nChanged 23
		SP:Iteration 30Q (15004.820000 sec): 3 clusters
  Score: Raw -318045.635678 + Penalty 2571.775435 = -315473.860243
  nChanged 14
		SP:Iteration 31Q (15004.980000 sec): 3 clusters
  Score: Raw -318058.803604 + Penalty 2571.775435 = -315487.028169
  nChanged 10
		SP:Iteration 32Q (15005.160000 sec): 3 clusters
  Score: Raw -318066.786333 + Penalty 2571.775435 = -315495.010898
  nChanged 6
		SP:Iteration 33Q (15005.330000 sec): 3 clusters
  Score: Raw -318069.348258 + Penalty 2571.775435 = -315497.572822
  nChanged 5
		SP:Iteration 34Q (15005.560000 sec): 3 clusters
  Score: Raw -318072.599837 + Penalty 2571.775435 = -315500.824401
  nChanged 8
		SP:Iteration 35Q (15005.780000 sec): 3 clusters
  Score: Raw -318079.862936 + Penalty 2571.775435 = -315508.087500
  nChanged 5
		SP:Iteration 36Q (15005.970000 sec): 3 clusters
  Score: Raw -318083.341146 + Penalty 2571.775435 = -315511.565711
  nChanged 4
		SP:Iteration 37Q (15006.180000 sec): 3 clusters
  Score: Raw -318086.598606 + Penalty 2571.775435 = -315514.823171
  nChanged 4
		SP:Iteration 38Q (15006.340000 sec): 3 clusters
  Score: Raw -318089.967254 + Penalty 2571.775435 = -315518.191818
  nChanged 5
		SP:Iteration 39Q (15006.520000 sec): 3 clusters
  Score: Raw -318093.155454 + Penalty 2571.775435 = -315521.380018
  nChanged 3
		SP:Iteration 40F (15006.710000 sec): 3 clusters
  Score: Raw -318094.314507 + Penalty 2571.775435 = -315522.539072
  nChanged 1
		SP:Iteration 41Q (15006.890000 sec): 3 clusters
  Score: Raw -318094.827767 + Penalty 2571.775435 = -315523.052332
  nChanged 0
		SP:Iteration 42F (15007.010000 sec): 3 clusters
  Score: Raw -318094.827767 + Penalty 2571.775435 = -315523.052332
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 9 (351655 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (15008.720000 sec): 2 clusters
  Score: Raw -43119381.829371 + Penalty 2075.190952 = -43117306.638419
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (15010.780000 sec): 3 clusters
  Score: Raw -42883807.263875 + Penalty 4150.381905 = -42879656.881970
  nChanged 171745
		SP:Iteration 1F (15012.870000 sec): 3 clusters
  Score: Raw -42987209.088879 + Penalty 4150.381905 = -42983058.706974
  nChanged 11054
		SP:Iteration 2Q (15015.710000 sec): 3 clusters
  Score: Raw -42990131.671413 + Penalty 4150.381905 = -42985981.289509
  nChanged 14367
		SP:Iteration 3Q (15018.590000 sec): 3 clusters
  Score: Raw -42995299.758649 + Penalty 4150.381905 = -42991149.376744
  nChanged 19285
		SP:Iteration 4F (15020.360000 sec): 3 clusters
  Score: Raw -43004607.683351 + Penalty 4150.381905 = -43000457.301446
  nChanged 24395
		SP:Iteration 5F (15022.270000 sec): 3 clusters
  Score: Raw -43019500.894541 + Penalty 4150.381905 = -43015350.512637
  nChanged 27776
		SP:Iteration 6F (15024.390000 sec): 3 clusters
  Score: Raw -43039381.693376 + Penalty 4150.381905 = -43035231.311471
  nChanged 27456
		SP:Iteration 7F (15026.640000 sec): 3 clusters
  Score: Raw -43061099.297391 + Penalty 4150.381905 = -43056948.915486
  nChanged 23687
		SP:Iteration 8F (15028.690000 sec): 3 clusters
  Score: Raw -43081277.171463 + Penalty 4150.381905 = -43077126.789558
  nChanged 18210
		SP:Iteration 9F (15030.730000 sec): 3 clusters
  Score: Raw -43097636.485159 + Penalty 4150.381905 = -43093486.103254
  nChanged 11938
		SP:Iteration 10Q (15032.850000 sec): 3 clusters
  Score: Raw -43108437.468838 + Penalty 4150.381905 = -43104287.086933
  nChanged 6764
		SP:Iteration 11Q (15034.960000 sec): 3 clusters
  Score: Raw -43114208.629844 + Penalty 4150.381905 = -43110058.247939
  nChanged 3563
		SP:Iteration 12Q (15036.800000 sec): 3 clusters
  Score: Raw -43117078.059123 + Penalty 4150.381905 = -43112927.677218
  nChanged 1768
		SP:Iteration 13Q (15038.860000 sec): 3 clusters
  Score: Raw -43118453.762664 + Penalty 4150.381905 = -43114303.380759
  nChanged 815
		SP:Iteration 14Q (15040.620000 sec): 3 clusters
  Score: Raw -43119091.389662 + Penalty 4150.381905 = -43114941.007758
  nChanged 414
		SP:Iteration 15Q (15042.630000 sec): 3 clusters
  Score: Raw -43119419.649351 + Penalty 4150.381905 = -43115269.267446
  nChanged 210
		SP:Iteration 16Q (15045.410000 sec): 3 clusters
  Score: Raw -43119584.337114 + Penalty 4150.381905 = -43115433.955209
  nChanged 141
		SP:Iteration 17Q (15047.450000 sec): 3 clusters
  Score: Raw -43119675.813557 + Penalty 4150.381905 = -43115525.431653
  nChanged 94
		SP:Iteration 18Q (15049.510000 sec): 3 clusters
  Score: Raw -43119741.257719 + Penalty 4150.381905 = -43115590.875814
  nChanged 62
		SP:Iteration 19Q (15051.600000 sec): 3 clusters
  Score: Raw -43119776.676697 + Penalty 4150.381905 = -43115626.294792
  nChanged 56
		SP:Iteration 20F (15053.620000 sec): 3 clusters
  Score: Raw -43119805.260866 + Penalty 4150.381905 = -43115654.878962
  nChanged 35
		SP:Iteration 21Q (15055.640000 sec): 3 clusters
  Score: Raw -43119823.558280 + Penalty 4150.381905 = -43115673.176375
  nChanged 25
		SP:Iteration 22Q (15057.560000 sec): 3 clusters
  Score: Raw -43119836.161230 + Penalty 4150.381905 = -43115685.779326
  nChanged 21
		SP:Iteration 23Q (15059.660000 sec): 3 clusters
  Score: Raw -43119847.403043 + Penalty 4150.381905 = -43115697.021138
  nChanged 18
		SP:Iteration 24Q (15061.840000 sec): 3 clusters
  Score: Raw -43119854.925241 + Penalty 4150.381905 = -43115704.543337
  nChanged 17
		SP:Iteration 25Q (15063.860000 sec): 3 clusters
  Score: Raw -43119861.453959 + Penalty 4150.381905 = -43115711.072055
  nChanged 12
		SP:Iteration 26Q (15065.840000 sec): 3 clusters
  Score: Raw -43119865.619772 + Penalty 4150.381905 = -43115715.237867
  nChanged 12
		SP:Iteration 27Q (15067.990000 sec): 3 clusters
  Score: Raw -43119869.857324 + Penalty 4150.381905 = -43115719.475419
  nChanged 6
		SP:Iteration 28Q (15069.980000 sec): 3 clusters
  Score: Raw -43119871.916689 + Penalty 4150.381905 = -43115721.534784
  nChanged 3
		SP:Iteration 29Q (15072.780000 sec): 3 clusters
  Score: Raw -43119872.746034 + Penalty 4150.381905 = -43115722.364129
  nChanged 1
		SP:Iteration 30Q (15075.120000 sec): 3 clusters
  Score: Raw -43119872.869378 + Penalty 4150.381905 = -43115722.487474
  nChanged 1
		SP:Iteration 31Q (15077.050000 sec): 3 clusters
  Score: Raw -43119873.032056 + Penalty 4150.381905 = -43115722.650151
  nChanged 0
		SP:Iteration 32F (15079.010000 sec): 3 clusters
  Score: Raw -43119873.032056 + Penalty 4150.381905 = -43115722.650151
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 10 (30761 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (15079.370000 sec): 2 clusters
  Score: Raw -3632932.305918 + Penalty 1679.275477 = -3631253.030442
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (15079.710000 sec): 3 clusters
  Score: Raw -3613900.194312 + Penalty 3358.550953 = -3610541.643359
  nChanged 14159
		SP:Iteration 1F (15080.160000 sec): 3 clusters
  Score: Raw -3621888.755112 + Penalty 3358.550953 = -3618530.204159
  nChanged 1514
		SP:Iteration 2Q (15080.570000 sec): 3 clusters
  Score: Raw -3622471.133072 + Penalty 3358.550953 = -3619112.582118
  nChanged 1638
		SP:Iteration 3F (15080.940000 sec): 3 clusters
  Score: Raw -3623185.125066 + Penalty 3358.550953 = -3619826.574112
  nChanged 1838
		SP:Iteration 4F (15081.290000 sec): 3 clusters
  Score: Raw -3624164.634565 + Penalty 3358.550953 = -3620806.083612
  nChanged 2153
		SP:Iteration 5F (15081.700000 sec): 3 clusters
  Score: Raw -3625640.433548 + Penalty 3358.550953 = -3622281.882595
  nChanged 2370
		SP:Iteration 6F (15082.040000 sec): 3 clusters
  Score: Raw -3627570.089034 + Penalty 3358.550953 = -3624211.538081
  nChanged 2227
		SP:Iteration 7F (15082.400000 sec): 3 clusters
  Score: Raw -3629620.747936 + Penalty 3358.550953 = -3626262.196983
  nChanged 1744
		SP:Iteration 8F (15082.820000 sec): 3 clusters
  Score: Raw -3631279.384533 + Penalty 3358.550953 = -3627920.833580
  nChanged 1092
		SP:Iteration 9Q (15083.200000 sec): 3 clusters
  Score: Raw -3632333.854609 + Penalty 3358.550953 = -3628975.303656
  nChanged 545
		SP:Iteration 10Q (15083.560000 sec): 3 clusters
  Score: Raw -3632843.496559 + Penalty 3358.550953 = -3629484.945606
  nChanged 208
		SP:Iteration 11Q (15083.970000 sec): 3 clusters
  Score: Raw -3633023.182280 + Penalty 3358.550953 = -3629664.631327
  nChanged 106
		SP:Iteration 12Q (15084.270000 sec): 3 clusters
  Score: Raw -3633118.290813 + Penalty 3358.550953 = -3629759.739860
  nChanged 44
		SP:Iteration 13Q (15084.690000 sec): 3 clusters
  Score: Raw -3633161.486977 + Penalty 3358.550953 = -3629802.936023
  nChanged 25
		SP:Iteration 14Q (15085.050000 sec): 3 clusters
  Score: Raw -3633186.895588 + Penalty 3358.550953 = -3629828.344635
  nChanged 15
		SP:Iteration 15Q (15085.400000 sec): 3 clusters
  Score: Raw -3633201.468376 + Penalty 3358.550953 = -3629842.917423
  nChanged 8
		SP:Iteration 16Q (15085.740000 sec): 3 clusters
  Score: Raw -3633211.175209 + Penalty 3358.550953 = -3629852.624256
  nChanged 3
		SP:Iteration 17Q (15086.050000 sec): 3 clusters
  Score: Raw -3633217.445592 + Penalty 3358.550953 = -3629858.894639
  nChanged 2
		SP:Iteration 18Q (15086.330000 sec): 3 clusters
  Score: Raw -3633219.067228 + Penalty 3358.550953 = -3629860.516275
  nChanged 1
		SP:Iteration 19Q (15086.670000 sec): 3 clusters
  Score: Raw -3633219.638002 + Penalty 3358.550953 = -3629861.087049
  nChanged 0
		SP:Iteration 20F (15087.020000 sec): 3 clusters
  Score: Raw -3633219.638002 + Penalty 3358.550953 = -3629861.087049
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 11 (1200 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (15087.150000 sec): 2 clusters
  Score: Raw -141192.326378 + Penalty 1152.137486 = -140040.188892
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (15087.330000 sec): 3 clusters
  Score: Raw -140796.942921 + Penalty 2304.274972 = -138492.667949
  nChanged 375
		SP:Iteration 1F (15087.520000 sec): 3 clusters
  Score: Raw -141102.171179 + Penalty 2304.274972 = -138797.896208
  nChanged 110
		SP:Iteration 2F (15087.710000 sec): 3 clusters
  Score: Raw -141223.305784 + Penalty 2304.274972 = -138919.030813
  nChanged 60
		SP:Iteration 3Q (15087.830000 sec): 3 clusters
  Score: Raw -141299.066175 + Penalty 2304.274972 = -138994.791203
  nChanged 54
		SP:Iteration 4Q (15088.010000 sec): 3 clusters
  Score: Raw -141385.311586 + Penalty 2304.274972 = -139081.036615
  nChanged 44
		SP:Iteration 5Q (15088.130000 sec): 3 clusters
  Score: Raw -141495.641754 + Penalty 2304.274972 = -139191.366783
  nChanged 43
		SP:Iteration 6Q (15088.260000 sec): 3 clusters
  Score: Raw -141561.679715 + Penalty 2304.274972 = -139257.404744
  nChanged 42
		SP:Iteration 7Q (15088.400000 sec): 3 clusters
  Score: Raw -141622.310696 + Penalty 2304.274972 = -139318.035724
  nChanged 27
		SP:Iteration 8Q (15088.530000 sec): 3 clusters
  Score: Raw -141663.329763 + Penalty 2304.274972 = -139359.054791
  nChanged 29
		SP:Iteration 9Q (15088.660000 sec): 3 clusters
  Score: Raw -141700.350357 + Penalty 2304.274972 = -139396.075386
  nChanged 19
		SP:Iteration 10Q (15088.800000 sec): 3 clusters
  Score: Raw -141715.255013 + Penalty 2304.274972 = -139410.980041
  nChanged 10
		SP:Iteration 11Q (15088.960000 sec): 3 clusters
  Score: Raw -141732.681993 + Penalty 2304.274972 = -139428.407022
  nChanged 8
		SP:Iteration 12Q (15089.070000 sec): 3 clusters
  Score: Raw -141745.974542 + Penalty 2304.274972 = -139441.699570
  nChanged 12
		SP:Iteration 13Q (15089.250000 sec): 3 clusters
  Score: Raw -141760.351613 + Penalty 2304.274972 = -139456.076641
  nChanged 13
		SP:Iteration 14Q (15089.380000 sec): 3 clusters
  Score: Raw -141767.895927 + Penalty 2304.274972 = -139463.620955
  nChanged 5
		SP:Iteration 15Q (15089.490000 sec): 3 clusters
  Score: Raw -141772.507007 + Penalty 2304.274972 = -139468.232035
  nChanged 7
		SP:Iteration 16Q (15089.670000 sec): 3 clusters
  Score: Raw -141775.912564 + Penalty 2304.274972 = -139471.637592
  nChanged 4
		SP:Iteration 17Q (15089.780000 sec): 3 clusters
  Score: Raw -141777.708610 + Penalty 2304.274972 = -139473.433638
  nChanged 1
		SP:Iteration 18Q (15089.920000 sec): 3 clusters
  Score: Raw -141777.935193 + Penalty 2304.274972 = -139473.660221
  nChanged 0
		SP:Iteration 19F (15090.010000 sec): 3 clusters
  Score: Raw -141777.935193 + Penalty 2304.274972 = -139473.660221
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 12 (22188 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (15090.250000 sec): 2 clusters
  Score: Raw -2653591.438722 + Penalty 1626.187368 = -2651965.251354
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (15090.540000 sec): 3 clusters
  Score: Raw -2640320.669158 + Penalty 3252.374736 = -2637068.294422
  nChanged 10052
		SP:Iteration 1F (15090.870000 sec): 3 clusters
  Score: Raw -2646018.776776 + Penalty 3252.374736 = -2642766.402040
  nChanged 1461
		SP:Iteration 2F (15091.190000 sec): 3 clusters
  Score: Raw -2646710.002789 + Penalty 3252.374736 = -2643457.628053
  nChanged 1344
		SP:Iteration 3F (15091.480000 sec): 3 clusters
  Score: Raw -2647343.212622 + Penalty 3252.374736 = -2644090.837886
  nChanged 1266
		SP:Iteration 4F (15091.850000 sec): 3 clusters
  Score: Raw -2647945.192035 + Penalty 3252.374736 = -2644692.817299
  nChanged 1177
		SP:Iteration 5F (15092.150000 sec): 3 clusters
  Score: Raw -2648486.593288 + Penalty 3252.374736 = -2645234.218551
  nChanged 1064
		SP:Iteration 6Q (15092.460000 sec): 3 clusters
  Score: Raw -2648926.768476 + Penalty 3252.374736 = -2645674.393739
  nChanged 878
		SP:Iteration 7Q (15092.860000 sec): 3 clusters
  Score: Raw -2649244.889770 + Penalty 3252.374736 = -2645992.515033
  nChanged 712
		SP:Iteration 8Q (15093.160000 sec): 3 clusters
  Score: Raw -2649485.923182 + Penalty 3252.374736 = -2646233.548446
  nChanged 600
		SP:Iteration 9Q (15093.500000 sec): 3 clusters
  Score: Raw -2649663.576331 + Penalty 3252.374736 = -2646411.201595
  nChanged 504
		SP:Iteration 10Q (15093.800000 sec): 3 clusters
  Score: Raw -2649806.448969 + Penalty 3252.374736 = -2646554.074233
  nChanged 444
		SP:Iteration 11Q (15094.120000 sec): 3 clusters
  Score: Raw -2649927.649932 + Penalty 3252.374736 = -2646675.275196
  nChanged 423
		SP:Iteration 12Q (15094.440000 sec): 3 clusters
  Score: Raw -2650037.719273 + Penalty 3252.374736 = -2646785.344537
  nChanged 393
		SP:Iteration 13Q (15094.740000 sec): 3 clusters
  Score: Raw -2650148.882443 + Penalty 3252.374736 = -2646896.507706
  nChanged 406
		SP:Iteration 14Q (15095.140000 sec): 3 clusters
  Score: Raw -2650274.557209 + Penalty 3252.374736 = -2647022.182473
  nChanged 432
		SP:Iteration 15Q (15095.470000 sec): 3 clusters
  Score: Raw -2650440.468606 + Penalty 3252.374736 = -2647188.093870
  nChanged 482
		SP:Iteration 16Q (15095.770000 sec): 3 clusters
  Score: Raw -2650645.826080 + Penalty 3252.374736 = -2647393.451344
  nChanged 499
		SP:Iteration 17Q (15096.140000 sec): 3 clusters
  Score: Raw -2650938.230072 + Penalty 3252.374736 = -2647685.855335
  nChanged 601
		SP:Iteration 18Q (15096.460000 sec): 3 clusters
  Score: Raw -2651330.387737 + Penalty 3252.374736 = -2648078.013001
  nChanged 684
		SP:Iteration 19Q (15096.770000 sec): 3 clusters
  Score: Raw -2651819.860505 + Penalty 3252.374736 = -2648567.485769
  nChanged 697
		SP:Iteration 20F (15097.100000 sec): 3 clusters
  Score: Raw -2652317.608908 + Penalty 3252.374736 = -2649065.234172
  nChanged 670
		SP:Iteration 21Q (15097.480000 sec): 3 clusters
  Score: Raw -2652773.156178 + Penalty 3252.374736 = -2649520.781441
  nChanged 671
		SP:Iteration 22Q (15097.820000 sec): 3 clusters
  Score: Raw -2653229.844260 + Penalty 3252.374736 = -2649977.469523
  nChanged 651
		SP:Iteration 23Q (15098.140000 sec): 3 clusters
  Score: Raw -2653694.642271 + Penalty 3252.374736 = -2650442.267535
  nChanged 673
		SP:Iteration 24Q (15098.450000 sec): 3 clusters
  Score: Raw -2654250.396703 + Penalty 3252.374736 = -2650998.021967
  nChanged 738
		SP:Iteration 25Q (15098.860000 sec): 3 clusters
  Score: Raw -2654949.542798 + Penalty 3252.374736 = -2651697.168062
  nChanged 726
		SP:Iteration 26Q (15099.140000 sec): 3 clusters
  Score: Raw -2655613.476247 + Penalty 3252.374736 = -2652361.101511
  nChanged 597
		SP:Iteration 27Q (15099.530000 sec): 3 clusters
  Score: Raw -2656030.671016 + Penalty 3252.374736 = -2652778.296280
  nChanged 419
		SP:Iteration 28Q (15099.780000 sec): 3 clusters
  Score: Raw -2656222.771392 + Penalty 3252.374736 = -2652970.396655
  nChanged 259
		SP:Iteration 29Q (15100.080000 sec): 3 clusters
  Score: Raw -2656305.614750 + Penalty 3252.374736 = -2653053.240013
  nChanged 155
		SP:Iteration 30Q (15100.380000 sec): 3 clusters
  Score: Raw -2656340.404148 + Penalty 3252.374736 = -2653088.029412
  nChanged 102
		SP:Iteration 31Q (15100.680000 sec): 3 clusters
  Score: Raw -2656359.963015 + Penalty 3252.374736 = -2653107.588279
  nChanged 86
		SP:Iteration 32Q (15101.000000 sec): 3 clusters
  Score: Raw -2656376.107097 + Penalty 3252.374736 = -2653123.732360
  nChanged 69
		SP:Iteration 33Q (15101.350000 sec): 3 clusters
  Score: Raw -2656387.911378 + Penalty 3252.374736 = -2653135.536642
  nChanged 52
		SP:Iteration 34Q (15101.600000 sec): 3 clusters
  Score: Raw -2656395.048427 + Penalty 3252.374736 = -2653142.673691
  nChanged 46
		SP:Iteration 35Q (15101.920000 sec): 3 clusters
  Score: Raw -2656400.947693 + Penalty 3252.374736 = -2653148.572956
  nChanged 31
		SP:Iteration 36Q (15102.270000 sec): 3 clusters
  Score: Raw -2656404.294251 + Penalty 3252.374736 = -2653151.919514
  nChanged 22
		SP:Iteration 37Q (15102.550000 sec): 3 clusters
  Score: Raw -2656406.160366 + Penalty 3252.374736 = -2653153.785630
  nChanged 16
		SP:Iteration 38Q (15102.870000 sec): 3 clusters
  Score: Raw -2656407.659078 + Penalty 3252.374736 = -2653155.284341
  nChanged 18
		SP:Iteration 39Q (15103.190000 sec): 3 clusters
  Score: Raw -2656409.358148 + Penalty 3252.374736 = -2653156.983412
  nChanged 18
		SP:Iteration 40F (15103.510000 sec): 3 clusters
  Score: Raw -2656412.345852 + Penalty 3252.374736 = -2653159.971115
  nChanged 18
		SP:Iteration 41Q (15103.780000 sec): 3 clusters
  Score: Raw -2656413.804121 + Penalty 3252.374736 = -2653161.429384
  nChanged 16
		SP:Iteration 42Q (15104.010000 sec): 3 clusters
  Score: Raw -2656414.906186 + Penalty 3252.374736 = -2653162.531449
  nChanged 11
		SP:Iteration 43Q (15104.330000 sec): 3 clusters
  Score: Raw -2656415.403450 + Penalty 3252.374736 = -2653163.028714
  nChanged 9
		SP:Iteration 44Q (15104.670000 sec): 3 clusters
  Score: Raw -2656415.770179 + Penalty 3252.374736 = -2653163.395442
  nChanged 9
		SP:Iteration 45Q (15104.960000 sec): 3 clusters
  Score: Raw -2656416.130234 + Penalty 3252.374736 = -2653163.755497
  nChanged 5
		SP:Iteration 46Q (15105.270000 sec): 3 clusters
  Score: Raw -2656416.403391 + Penalty 3252.374736 = -2653164.028655
  nChanged 2
		SP:Iteration 47Q (15105.590000 sec): 3 clusters
  Score: Raw -2656416.465854 + Penalty 3252.374736 = -2653164.091118
  nChanged 3
		SP:Iteration 48Q (15105.860000 sec): 3 clusters
  Score: Raw -2656416.563838 + Penalty 3252.374736 = -2653164.189102
  nChanged 3
		SP:Iteration 49Q (15106.110000 sec): 3 clusters
  Score: Raw -2656416.689897 + Penalty 3252.374736 = -2653164.315161
  nChanged 4
		SP:Iteration 50Q (15106.410000 sec): 3 clusters
  Score: Raw -2656416.790201 + Penalty 3252.374736 = -2653164.415465
  nChanged 1
		SP:Iteration 51Q (15106.730000 sec): 3 clusters
  Score: Raw -2656416.845221 + Penalty 3252.374736 = -2653164.470485
  nChanged 2
		SP:Iteration 52Q (15107.080000 sec): 3 clusters
  Score: Raw -2656416.970471 + Penalty 3252.374736 = -2653164.595735
  nChanged 5
		SP:Iteration 53Q (15107.390000 sec): 3 clusters
  Score: Raw -2656417.202690 + Penalty 3252.374736 = -2653164.827953
  nChanged 1
		SP:Iteration 54Q (15107.710000 sec): 3 clusters
  Score: Raw -2656417.303723 + Penalty 3252.374736 = -2653164.928987
  nChanged 2
		SP:Iteration 55Q (15108.050000 sec): 3 clusters
  Score: Raw -2656417.391938 + Penalty 3252.374736 = -2653165.017202
  nChanged 0
		SP:Iteration 56F (15108.330000 sec): 3 clusters
  Score: Raw -2656417.391938 + Penalty 3252.374736 = -2653165.017202
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 64.
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 13 (4639 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (15108.460000 sec): 2 clusters
  Score: Raw -517708.995052 + Penalty 1371.866292 = -516337.128760
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (15108.620000 sec): 3 clusters
  Score: Raw -515303.410618 + Penalty 2743.732584 = -512559.678034
  nChanged 1857
		SP:Iteration 1F (15108.780000 sec): 3 clusters
  Score: Raw -516498.341099 + Penalty 2743.732584 = -513754.608515
  nChanged 382
		SP:Iteration 2F (15108.940000 sec): 3 clusters
  Score: Raw -516821.377208 + Penalty 2743.732584 = -514077.644624
  nChanged 357
		SP:Iteration 3F (15109.100000 sec): 3 clusters
  Score: Raw -517181.984919 + Penalty 2743.732584 = -514438.252335
  nChanged 329
		SP:Iteration 4F (15109.260000 sec): 3 clusters
  Score: Raw -517521.795904 + Penalty 2743.732584 = -514778.063320
  nChanged 297
		SP:Iteration 5F (15109.420000 sec): 3 clusters
  Score: Raw -517799.683173 + Penalty 2743.732584 = -515055.950589
  nChanged 236
		SP:Iteration 6F (15109.580000 sec): 3 clusters
  Score: Raw -517987.847313 + Penalty 2743.732584 = -515244.114729
  nChanged 195
		SP:Iteration 7Q (15109.740000 sec): 3 clusters
  Score: Raw -518172.405866 + Penalty 2743.732584 = -515428.673282
  nChanged 193
		SP:Iteration 8Q (15109.900000 sec): 3 clusters
  Score: Raw -518358.780700 + Penalty 2743.732584 = -515615.048116
  nChanged 162
		SP:Iteration 9Q (15110.060000 sec): 3 clusters
  Score: Raw -518504.934307 + Penalty 2743.732584 = -515761.201723
  nChanged 139
		SP:Iteration 10Q (15110.220000 sec): 3 clusters
  Score: Raw -518632.700895 + Penalty 2743.732584 = -515888.968310
  nChanged 132
		SP:Iteration 11Q (15110.380000 sec): 3 clusters
  Score: Raw -518724.707153 + Penalty 2743.732584 = -515980.974569
  nChanged 107
		SP:Iteration 12Q (15110.570000 sec): 3 clusters
  Score: Raw -518788.329869 + Penalty 2743.732584 = -516044.597285
  nChanged 68
		SP:Iteration 13Q (15110.700000 sec): 3 clusters
  Score: Raw -518834.543007 + Penalty 2743.732584 = -516090.810423
  nChanged 68
		SP:Iteration 14Q (15110.920000 sec): 3 clusters
  Score: Raw -518872.965308 + Penalty 2743.732584 = -516129.232724
  nChanged 52
		SP:Iteration 15Q (15111.050000 sec): 3 clusters
  Score: Raw -518904.595074 + Penalty 2743.732584 = -516160.862490
  nChanged 47
		SP:Iteration 16Q (15111.220000 sec): 3 clusters
  Score: Raw -518928.577497 + Penalty 2743.732584 = -516184.844913
  nChanged 33
		SP:Iteration 17Q (15111.380000 sec): 3 clusters
  Score: Raw -518943.919601 + Penalty 2743.732584 = -516200.187017
  nChanged 23
		SP:Iteration 18Q (15111.540000 sec): 3 clusters
  Score: Raw -518951.479474 + Penalty 2743.732584 = -516207.746890
  nChanged 12
		SP:Iteration 19Q (15111.770000 sec): 3 clusters
  Score: Raw -518955.500745 + Penalty 2743.732584 = -516211.768161
  nChanged 13
		SP:Iteration 20F (15111.910000 sec): 3 clusters
  Score: Raw -518958.912669 + Penalty 2743.732584 = -516215.180085
  nChanged 9
		SP:Iteration 21Q (15112.070000 sec): 3 clusters
  Score: Raw -518962.519680 + Penalty 2743.732584 = -516218.787096
  nChanged 11
		SP:Iteration 22Q (15112.230000 sec): 3 clusters
  Score: Raw -518965.908850 + Penalty 2743.732584 = -516222.176266
  nChanged 4
		SP:Iteration 23Q (15112.390000 sec): 3 clusters
  Score: Raw -518966.518271 + Penalty 2743.732584 = -516222.785686
  nChanged 0
		SP:Iteration 24F (15112.550000 sec): 3 clusters
  Score: Raw -518966.518271 + Penalty 2743.732584 = -516222.785686
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 14 (35408 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (15112.850000 sec): 2 clusters
  Score: Raw -4320245.858395 + Penalty 1702.137623 = -4318543.720772
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (15113.310000 sec): 3 clusters
  Score: Raw -4298162.287695 + Penalty 3404.275245 = -4294758.012449
  nChanged 16397
		SP:Iteration 1F (15113.670000 sec): 3 clusters
  Score: Raw -4307381.817400 + Penalty 3404.275245 = -4303977.542155
  nChanged 1526
		SP:Iteration 2Q (15114.120000 sec): 3 clusters
  Score: Raw -4307842.107505 + Penalty 3404.275245 = -4304437.832260
  nChanged 1520
		SP:Iteration 3Q (15114.500000 sec): 3 clusters
  Score: Raw -4308314.250398 + Penalty 3404.275245 = -4304909.975152
  nChanged 1555
		SP:Iteration 4Q (15114.930000 sec): 3 clusters
  Score: Raw -4308854.470769 + Penalty 3404.275245 = -4305450.195524
  nChanged 1627
		SP:Iteration 5Q (15115.360000 sec): 3 clusters
  Score: Raw -4309501.936466 + Penalty 3404.275245 = -4306097.661220
  nChanged 1768
		SP:Iteration 6Q (15115.760000 sec): 3 clusters
  Score: Raw -4310293.581297 + Penalty 3404.275245 = -4306889.306052
  nChanged 1886
		SP:Iteration 7F (15116.240000 sec): 3 clusters
  Score: Raw -4311214.904263 + Penalty 3404.275245 = -4307810.629018
  nChanged 1910
		SP:Iteration 8F (15116.540000 sec): 3 clusters
  Score: Raw -4312245.005048 + Penalty 3404.275245 = -4308840.729803
  nChanged 1940
		SP:Iteration 9F (15116.920000 sec): 3 clusters
  Score: Raw -4313411.593943 + Penalty 3404.275245 = -4310007.318698
  nChanged 1891
		SP:Iteration 10F (15117.340000 sec): 3 clusters
  Score: Raw -4314660.142493 + Penalty 3404.275245 = -4311255.867248
  nChanged 1804
		SP:Iteration 11F (15117.730000 sec): 3 clusters
  Score: Raw -4315955.474286 + Penalty 3404.275245 = -4312551.199041
  nChanged 1632
		SP:Iteration 12Q (15118.090000 sec): 3 clusters
  Score: Raw -4317229.186751 + Penalty 3404.275245 = -4313824.911506
  nChanged 1384
		SP:Iteration 13Q (15118.510000 sec): 3 clusters
  Score: Raw -4318411.664125 + Penalty 3404.275245 = -4315007.388879
  nChanged 1016
		SP:Iteration 14Q (15118.880000 sec): 3 clusters
  Score: Raw -4319322.297344 + Penalty 3404.275245 = -4315918.022099
  nChanged 593
		SP:Iteration 15Q (15119.260000 sec): 3 clusters
  Score: Raw -4319854.254153 + Penalty 3404.275245 = -4316449.978908
  nChanged 307
		SP:Iteration 16Q (15119.640000 sec): 3 clusters
  Score: Raw -4320149.295536 + Penalty 3404.275245 = -4316745.020290
  nChanged 174
		SP:Iteration 17Q (15120.000000 sec): 3 clusters
  Score: Raw -4320317.836656 + Penalty 3404.275245 = -4316913.561411
  nChanged 72
		SP:Iteration 18Q (15120.370000 sec): 3 clusters
  Score: Raw -4320383.219812 + Penalty 3404.275245 = -4316978.944567
  nChanged 38
		SP:Iteration 19Q (15120.720000 sec): 3 clusters
  Score: Raw -4320418.339381 + Penalty 3404.275245 = -4317014.064135
  nChanged 27
		SP:Iteration 20F (15121.110000 sec): 3 clusters
  Score: Raw -4320438.931615 + Penalty 3404.275245 = -4317034.656370
  nChanged 17
		SP:Iteration 21Q (15121.490000 sec): 3 clusters
  Score: Raw -4320452.788746 + Penalty 3404.275245 = -4317048.513501
  nChanged 6
		SP:Iteration 22Q (15121.850000 sec): 3 clusters
  Score: Raw -4320458.044518 + Penalty 3404.275245 = -4317053.769273
  nChanged 3
		SP:Iteration 23Q (15122.200000 sec): 3 clusters
  Score: Raw -4320460.853525 + Penalty 3404.275245 = -4317056.578280
  nChanged 2
		SP:Iteration 24Q (15122.580000 sec): 3 clusters
  Score: Raw -4320462.297797 + Penalty 3404.275245 = -4317058.022552
  nChanged 4
		SP:Iteration 25Q (15122.910000 sec): 3 clusters
  Score: Raw -4320465.295369 + Penalty 3404.275245 = -4317061.020124
  nChanged 3
		SP:Iteration 26Q (15123.270000 sec): 3 clusters
  Score: Raw -4320467.773713 + Penalty 3404.275245 = -4317063.498468
  nChanged 3
		SP:Iteration 27Q (15123.650000 sec): 3 clusters
  Score: Raw -4320470.774617 + Penalty 3404.275245 = -4317066.499372
  nChanged 2
		SP:Iteration 28Q (15124.070000 sec): 3 clusters
  Score: Raw -4320472.687345 + Penalty 3404.275245 = -4317068.412100
  nChanged 5
		SP:Iteration 29Q (15124.440000 sec): 3 clusters
  Score: Raw -4320476.853688 + Penalty 3404.275245 = -4317072.578443
  nChanged 4
		SP:Iteration 30Q (15124.780000 sec): 3 clusters
  Score: Raw -4320480.919107 + Penalty 3404.275245 = -4317076.643862
  nChanged 4
		SP:Iteration 31Q (15125.230000 sec): 3 clusters
  Score: Raw -4320485.445758 + Penalty 3404.275245 = -4317081.170513
  nChanged 1
		SP:Iteration 32Q (15125.560000 sec): 3 clusters
  Score: Raw -4320486.020363 + Penalty 3404.275245 = -4317081.745118
  nChanged 1
		SP:Iteration 33Q (15125.950000 sec): 3 clusters
  Score: Raw -4320486.778511 + Penalty 3404.275245 = -4317082.503266
  nChanged 0
		SP:Iteration 34F (15126.350000 sec): 3 clusters
  Score: Raw -4320486.778511 + Penalty 3404.275245 = -4317082.503266
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 15 (1695 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (15126.470000 sec): 2 clusters
  Score: Raw -188490.922130 + Penalty 1208.258678 = -187282.663452
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (15126.610000 sec): 3 clusters
  Score: Raw -187800.036197 + Penalty 2416.517356 = -185383.518840
  nChanged 583
		SP:Iteration 1F (15126.840000 sec): 3 clusters
  Score: Raw -188235.462266 + Penalty 2416.517356 = -185818.944909
  nChanged 164
		SP:Iteration 2F (15127.030000 sec): 3 clusters
  Score: Raw -188418.890289 + Penalty 2416.517356 = -186002.372932
  nChanged 113
		SP:Iteration 3F (15127.300000 sec): 3 clusters
  Score: Raw -188571.313305 + Penalty 2416.517356 = -186154.795949
  nChanged 113
		SP:Iteration 4F (15127.460000 sec): 3 clusters
  Score: Raw -188774.055608 + Penalty 2416.517356 = -186357.538251
  nChanged 118
		SP:Iteration 5F (15127.670000 sec): 3 clusters
  Score: Raw -188925.025553 + Penalty 2416.517356 = -186508.508196
  nChanged 103
		SP:Iteration 6F (15127.850000 sec): 3 clusters
  Score: Raw -189047.198373 + Penalty 2416.517356 = -186630.681016
  nChanged 60
		SP:Iteration 7Q (15128.060000 sec): 3 clusters
  Score: Raw -189130.635459 + Penalty 2416.517356 = -186714.118103
  nChanged 67
		SP:Iteration 8Q (15128.250000 sec): 3 clusters
  Score: Raw -189203.999951 + Penalty 2416.517356 = -186787.482595
  nChanged 42
		SP:Iteration 9Q (15128.490000 sec): 3 clusters
  Score: Raw -189251.710699 + Penalty 2416.517356 = -186835.193343
  nChanged 32
		SP:Iteration 10Q (15128.600000 sec): 3 clusters
  Score: Raw -189290.689498 + Penalty 2416.517356 = -186874.172142
  nChanged 23
		SP:Iteration 11Q (15128.690000 sec): 3 clusters
  Score: Raw -189308.214412 + Penalty 2416.517356 = -186891.697055
  nChanged 19
		SP:Iteration 12Q (15128.890000 sec): 3 clusters
  Score: Raw -189319.248697 + Penalty 2416.517356 = -186902.731341
  nChanged 7
		SP:Iteration 13Q (15129.020000 sec): 3 clusters
  Score: Raw -189324.244662 + Penalty 2416.517356 = -186907.727305
  nChanged 8
		SP:Iteration 14Q (15129.230000 sec): 3 clusters
  Score: Raw -189328.896493 + Penalty 2416.517356 = -186912.379137
  nChanged 2
		SP:Iteration 15Q (15129.350000 sec): 3 clusters
  Score: Raw -189329.676659 + Penalty 2416.517356 = -186913.159302
  nChanged 1
		SP:Iteration 16Q (15129.530000 sec): 3 clusters
  Score: Raw -189329.987063 + Penalty 2416.517356 = -186913.469707
  nChanged 0
		SP:Iteration 17F (15129.670000 sec): 3 clusters
  Score: Raw -189329.987063 + Penalty 2416.517356 = -186913.469707
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 16 (677 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (15129.720000 sec): 2 clusters
  Score: Raw -76607.387128 + Penalty 1059.121582 = -75548.265546
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (15129.810000 sec): 3 clusters
  Score: Raw -76458.752169 + Penalty 2118.243164 = -74340.509005
  nChanged 200
		SP:Iteration 1F (15129.950000 sec): 3 clusters
  Score: Raw -76774.186223 + Penalty 2118.243164 = -74655.943059
  nChanged 69
		SP:Iteration 2F (15130.110000 sec): 3 clusters
  Score: Raw -76880.443469 + Penalty 2118.243164 = -74762.200305
  nChanged 46
		SP:Iteration 3F (15130.250000 sec): 3 clusters
  Score: Raw -76971.418166 + Penalty 2118.243164 = -74853.175002
  nChanged 36
		SP:Iteration 4F (15130.380000 sec): 3 clusters
  Score: Raw -77044.385221 + Penalty 2118.243164 = -74926.142057
  nChanged 23
		SP:Iteration 5Q (15130.550000 sec): 3 clusters
  Score: Raw -77089.355014 + Penalty 2118.243164 = -74971.111850
  nChanged 17
		SP:Iteration 6Q (15130.750000 sec): 3 clusters
  Score: Raw -77123.063411 + Penalty 2118.243164 = -75004.820248
  nChanged 12
		SP:Iteration 7Q (15130.890000 sec): 3 clusters
  Score: Raw -77144.922493 + Penalty 2118.243164 = -75026.679329
  nChanged 8
		SP:Iteration 8Q (15131.010000 sec): 3 clusters
  Score: Raw -77157.811845 + Penalty 2118.243164 = -75039.568681
  nChanged 3
		SP:Iteration 9Q (15131.140000 sec): 3 clusters
  Score: Raw -77161.071143 + Penalty 2118.243164 = -75042.827979
  nChanged 0
		SP:Iteration 10F (15131.270000 sec): 3 clusters
  Score: Raw -77161.071143 + Penalty 2118.243164 = -75042.827979
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 17 (413 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (15131.390000 sec): 2 clusters
  Score: Raw -28213.372342 + Penalty 978.810234 = -27234.562108
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (15131.520000 sec): 3 clusters
  Score: Raw -28267.404391 + Penalty 1957.620468 = -26309.783923
  nChanged 106
		SP:Iteration 1F (15131.650000 sec): 3 clusters
  Score: Raw -28544.196321 + Penalty 1957.620468 = -26586.575854
  nChanged 39
		SP:Iteration 2F (15131.790000 sec): 3 clusters
  Score: Raw -28670.019166 + Penalty 1957.620468 = -26712.398699
  nChanged 16
		SP:Iteration 3Q (15131.920000 sec): 3 clusters
  Score: Raw -28715.865146 + Penalty 1957.620468 = -26758.244678
  nChanged 14
		SP:Iteration 4Q (15132.050000 sec): 3 clusters
  Score: Raw -28756.697831 + Penalty 1957.620468 = -26799.077363
  nChanged 13
		SP:Iteration 5Q (15132.150000 sec): 3 clusters
  Score: Raw -28817.903718 + Penalty 1957.620468 = -26860.283250
  nChanged 14
		SP:Iteration 6Q (15132.320000 sec): 3 clusters
  Score: Raw -28872.179905 + Penalty 1957.620468 = -26914.559437
  nChanged 9
		SP:Iteration 7Q (15132.480000 sec): 3 clusters
  Score: Raw -28909.938502 + Penalty 1957.620468 = -26952.318034
  nChanged 10
		SP:Iteration 8Q (15132.660000 sec): 3 clusters
  Score: Raw -28971.165840 + Penalty 1957.620468 = -27013.545372
  nChanged 11
		SP:Iteration 9Q (15132.890000 sec): 3 clusters
  Score: Raw -29056.791518 + Penalty 1957.620468 = -27099.171051
  nChanged 6
		SP:Iteration 10Q (15133.150000 sec): 3 clusters
  Score: Raw -29083.557988 + Penalty 1957.620468 = -27125.937520
  nChanged 3
		SP:Iteration 11Q (15133.360000 sec): 3 clusters
  Score: Raw -29124.143414 + Penalty 1957.620468 = -27166.522947
  nChanged 1
		SP:Iteration 12Q (15133.560000 sec): 3 clusters
  Score: Raw -29125.247215 + Penalty 1957.620468 = -27167.626748
  nChanged 0
		SP:Iteration 13F (15133.710000 sec): 3 clusters
  Score: Raw -29146.751320 + Penalty 1957.620468 = -27189.130852
  nChanged 5
		SP:Iteration 14Q (15133.910000 sec): 3 clusters
  Score: Raw -29235.457689 + Penalty 1957.620468 = -27277.837221
  nChanged 5
		SP:Iteration 15Q (15134.100000 sec): 3 clusters
  Score: Raw -29272.783785 + Penalty 1957.620468 = -27315.163317
  nChanged 3
		SP:Iteration 16Q (15134.280000 sec): 3 clusters
  Score: Raw -29294.259904 + Penalty 1957.620468 = -27336.639436
  nChanged 4
		SP:Iteration 17Q (15134.460000 sec): 3 clusters
  Score: Raw -29312.794614 + Penalty 1957.620468 = -27355.174146
  nChanged 6
		SP:Iteration 18Q (15134.610000 sec): 3 clusters
  Score: Raw -29339.663492 + Penalty 1957.620468 = -27382.043024
  nChanged 5
		SP:Iteration 19Q (15134.820000 sec): 3 clusters
  Score: Raw -29356.837096 + Penalty 1957.620468 = -27399.216628
  nChanged 3
		SP:Iteration 20F (15135.000000 sec): 3 clusters
  Score: Raw -29366.199131 + Penalty 1957.620468 = -27408.578663
  nChanged 2
		SP:Iteration 21Q (15135.120000 sec): 3 clusters
  Score: Raw -29374.467975 + Penalty 1957.620468 = -27416.847507
  nChanged 4
		SP:Iteration 22Q (15135.260000 sec): 3 clusters
  Score: Raw -29384.600191 + Penalty 1957.620468 = -27426.979723
  nChanged 4
		SP:Iteration 23Q (15135.470000 sec): 3 clusters
  Score: Raw -29397.775189 + Penalty 1957.620468 = -27440.154721
  nChanged 3
		SP:Iteration 24Q (15135.630000 sec): 3 clusters
  Score: Raw -29411.080138 + Penalty 1957.620468 = -27453.459670
  nChanged 1
		SP:Iteration 25Q (15135.830000 sec): 3 clusters
  Score: Raw -29414.797356 + Penalty 1957.620468 = -27457.176888
  nChanged 2
		SP:Iteration 26Q (15135.950000 sec): 3 clusters
  Score: Raw -29421.793808 + Penalty 1957.620468 = -27464.173340
  nChanged 1
		SP:Iteration 27Q (15136.120000 sec): 3 clusters
  Score: Raw -29423.321873 + Penalty 1957.620468 = -27465.701406
  nChanged 1
		SP:Iteration 28Q (15136.270000 sec): 3 clusters
  Score: Raw -29430.974465 + Penalty 1957.620468 = -27473.353997
  nChanged 2
		SP:Iteration 29Q (15136.390000 sec): 3 clusters
  Score: Raw -29435.923094 + Penalty 1957.620468 = -27478.302627
  nChanged 1
		SP:Iteration 30Q (15136.590000 sec): 3 clusters
  Score: Raw -29438.060806 + Penalty 1957.620468 = -27480.440339
  nChanged 0
		SP:Iteration 31F (15136.730000 sec): 3 clusters
  Score: Raw -29438.260579 + Penalty 1957.620468 = -27480.640112
  nChanged 1
		SP:Iteration 32Q (15136.910000 sec): 3 clusters
  Score: Raw -29441.825018 + Penalty 1957.620468 = -27484.204551
  nChanged 1
		SP:Iteration 33Q (15137.090000 sec): 3 clusters
  Score: Raw -29443.996682 + Penalty 1957.620468 = -27486.376214
  nChanged 0
		SP:Iteration 34F (15137.230000 sec): 3 clusters
  Score: Raw -29443.996682 + Penalty 1957.620468 = -27486.376214
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 65.
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 18 (2870 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (15137.350000 sec): 2 clusters
  Score: Raw -348898.869366 + Penalty 1293.835938 = -347605.033429
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (15137.550000 sec): 3 clusters
  Score: Raw -347519.979723 + Penalty 2587.671875 = -344932.307847
  nChanged 1058
		SP:Iteration 1F (15137.730000 sec): 3 clusters
  Score: Raw -348141.857846 + Penalty 2587.671875 = -345554.185971
  nChanged 223
		SP:Iteration 2F (15137.860000 sec): 3 clusters
  Score: Raw -348293.795901 + Penalty 2587.671875 = -345706.124026
  nChanged 157
		SP:Iteration 3F (15137.990000 sec): 3 clusters
  Score: Raw -348395.631148 + Penalty 2587.671875 = -345807.959272
  nChanged 116
		SP:Iteration 4Q (15138.110000 sec): 3 clusters
  Score: Raw -348467.861134 + Penalty 2587.671875 = -345880.189258
  nChanged 89
		SP:Iteration 5Q (15138.350000 sec): 3 clusters
  Score: Raw -348512.398921 + Penalty 2587.671875 = -345924.727046
  nChanged 63
		SP:Iteration 6Q (15138.490000 sec): 3 clusters
  Score: Raw -348539.125185 + Penalty 2587.671875 = -345951.453310
  nChanged 31
		SP:Iteration 7Q (15138.650000 sec): 3 clusters
  Score: Raw -348551.569412 + Penalty 2587.671875 = -345963.897537
  nChanged 29
		SP:Iteration 8Q (15138.780000 sec): 3 clusters
  Score: Raw -348562.884082 + Penalty 2587.671875 = -345975.212207
  nChanged 28
		SP:Iteration 9Q (15138.960000 sec): 3 clusters
  Score: Raw -348571.952760 + Penalty 2587.671875 = -345984.280885
  nChanged 27
		SP:Iteration 10Q (15139.130000 sec): 3 clusters
  Score: Raw -348579.357633 + Penalty 2587.671875 = -345991.685758
  nChanged 25
		SP:Iteration 11Q (15139.260000 sec): 3 clusters
  Score: Raw -348589.108731 + Penalty 2587.671875 = -346001.436855
  nChanged 21
		SP:Iteration 12Q (15139.390000 sec): 3 clusters
  Score: Raw -348596.640654 + Penalty 2587.671875 = -346008.968778
  nChanged 23
		SP:Iteration 13Q (15139.520000 sec): 3 clusters
  Score: Raw -348607.574889 + Penalty 2587.671875 = -346019.903014
  nChanged 22
		SP:Iteration 14Q (15139.660000 sec): 3 clusters
  Score: Raw -348615.475957 + Penalty 2587.671875 = -346027.804082
  nChanged 20
		SP:Iteration 15Q (15139.800000 sec): 3 clusters
  Score: Raw -348622.687095 + Penalty 2587.671875 = -346035.015220
  nChanged 26
		SP:Iteration 16Q (15139.940000 sec): 3 clusters
  Score: Raw -348631.901523 + Penalty 2587.671875 = -346044.229648
  nChanged 22
		SP:Iteration 17Q (15140.130000 sec): 3 clusters
  Score: Raw -348642.046151 + Penalty 2587.671875 = -346054.374276
  nChanged 21
		SP:Iteration 18Q (15140.220000 sec): 3 clusters
  Score: Raw -348654.011205 + Penalty 2587.671875 = -346066.339330
  nChanged 30
		SP:Iteration 19Q (15140.380000 sec): 3 clusters
  Score: Raw -348667.456089 + Penalty 2587.671875 = -346079.784214
  nChanged 27
		SP:Iteration 20F (15140.640000 sec): 3 clusters
  Score: Raw -348677.982032 + Penalty 2587.671875 = -346090.310157
  nChanged 28
		SP:Iteration 21Q (15140.800000 sec): 3 clusters
  Score: Raw -348690.826927 + Penalty 2587.671875 = -346103.155051
  nChanged 31
		SP:Iteration 22Q (15140.960000 sec): 3 clusters
  Score: Raw -348703.109367 + Penalty 2587.671875 = -346115.437492
  nChanged 32
		SP:Iteration 23Q (15141.150000 sec): 3 clusters
  Score: Raw -348716.286226 + Penalty 2587.671875 = -346128.614351
  nChanged 31
		SP:Iteration 24Q (15141.350000 sec): 3 clusters
  Score: Raw -348729.673035 + Penalty 2587.671875 = -346142.001160
  nChanged 32
		SP:Iteration 25Q (15141.580000 sec): 3 clusters
  Score: Raw -348743.535922 + Penalty 2587.671875 = -346155.864047
  nChanged 35
		SP:Iteration 26Q (15141.740000 sec): 3 clusters
  Score: Raw -348759.917072 + Penalty 2587.671875 = -346172.245196
  nChanged 31
		SP:Iteration 27Q (15141.910000 sec): 3 clusters
  Score: Raw -348772.422882 + Penalty 2587.671875 = -346184.751006
  nChanged 28
		SP:Iteration 28Q (15142.100000 sec): 3 clusters
  Score: Raw -348784.904792 + Penalty 2587.671875 = -346197.232917
  nChanged 29
		SP:Iteration 29Q (15142.290000 sec): 3 clusters
  Score: Raw -348802.187511 + Penalty 2587.671875 = -346214.515635
  nChanged 23
		SP:Iteration 30Q (15142.450000 sec): 3 clusters
  Score: Raw -348812.930645 + Penalty 2587.671875 = -346225.258769
  nChanged 22
		SP:Iteration 31Q (15142.570000 sec): 3 clusters
  Score: Raw -348823.100644 + Penalty 2587.671875 = -346235.428768
  nChanged 20
		SP:Iteration 32Q (15142.700000 sec): 3 clusters
  Score: Raw -348831.659262 + Penalty 2587.671875 = -346243.987386
  nChanged 26
		SP:Iteration 33Q (15142.860000 sec): 3 clusters
  Score: Raw -348847.141169 + Penalty 2587.671875 = -346259.469294
  nChanged 23
		SP:Iteration 34Q (15143.050000 sec): 3 clusters
  Score: Raw -348860.531309 + Penalty 2587.671875 = -346272.859434
  nChanged 20
		SP:Iteration 35Q (15143.290000 sec): 3 clusters
  Score: Raw -348873.980136 + Penalty 2587.671875 = -346286.308261
  nChanged 29
		SP:Iteration 36Q (15143.530000 sec): 3 clusters
  Score: Raw -348885.041315 + Penalty 2587.671875 = -346297.369440
  nChanged 14
		SP:Iteration 37Q (15143.720000 sec): 3 clusters
  Score: Raw -348890.802942 + Penalty 2587.671875 = -346303.131066
  nChanged 11
		SP:Iteration 38Q (15143.900000 sec): 3 clusters
  Score: Raw -348896.140370 + Penalty 2587.671875 = -346308.468494
  nChanged 12
		SP:Iteration 39Q (15144.100000 sec): 3 clusters
  Score: Raw -348902.385832 + Penalty 2587.671875 = -346314.713957
  nChanged 11
		SP:Iteration 40F (15144.280000 sec): 3 clusters
  Score: Raw -348908.254915 + Penalty 2587.671875 = -346320.583040
  nChanged 12
		SP:Iteration 41Q (15144.450000 sec): 3 clusters
  Score: Raw -348914.279442 + Penalty 2587.671875 = -346326.607567
  nChanged 11
		SP:Iteration 42Q (15144.620000 sec): 3 clusters
  Score: Raw -348918.223282 + Penalty 2587.671875 = -346330.551407
  nChanged 11
		SP:Iteration 43Q (15144.750000 sec): 3 clusters
  Score: Raw -348923.200239 + Penalty 2587.671875 = -346335.528364
  nChanged 10
		SP:Iteration 44Q (15144.920000 sec): 3 clusters
  Score: Raw -348926.865428 + Penalty 2587.671875 = -346339.193553
  nChanged 7
		SP:Iteration 45Q (15145.090000 sec): 3 clusters
  Score: Raw -348929.839834 + Penalty 2587.671875 = -346342.167959
  nChanged 8
		SP:Iteration 46Q (15145.270000 sec): 3 clusters
  Score: Raw -348933.015582 + Penalty 2587.671875 = -346345.343707
  nChanged 8
		SP:Iteration 47Q (15145.410000 sec): 3 clusters
  Score: Raw -348935.566203 + Penalty 2587.671875 = -346347.894327
  nChanged 6
		SP:Iteration 48Q (15145.580000 sec): 3 clusters
  Score: Raw -348938.036473 + Penalty 2587.671875 = -346350.364598
  nChanged 5
		SP:Iteration 49Q (15145.750000 sec): 3 clusters
  Score: Raw -348939.295950 + Penalty 2587.671875 = -346351.624074
  nChanged 5
		SP:Iteration 50Q (15145.930000 sec): 3 clusters
  Score: Raw -348941.836370 + Penalty 2587.671875 = -346354.164494
  nChanged 4
		SP:Iteration 51Q (15146.060000 sec): 3 clusters
  Score: Raw -348943.874512 + Penalty 2587.671875 = -346356.202636
  nChanged 3
		SP:Iteration 52Q (15146.270000 sec): 3 clusters
  Score: Raw -348944.687794 + Penalty 2587.671875 = -346357.015918
  nChanged 1
		SP:Iteration 53Q (15146.600000 sec): 3 clusters
  Score: Raw -348944.827228 + Penalty 2587.671875 = -346357.155353
  nChanged 0
		SP:Iteration 54F (15146.760000 sec): 3 clusters
  Score: Raw -348944.827228 + Penalty 2587.671875 = -346357.155353
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 19 (1933 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (15146.870000 sec): 2 clusters
  Score: Raw -238730.276249 + Penalty 1229.609628 = -237500.666621
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (15147.030000 sec): 3 clusters
  Score: Raw -237901.926917 + Penalty 2459.219256 = -235442.707661
  nChanged 654
		SP:Iteration 1F (15147.170000 sec): 3 clusters
  Score: Raw -238292.366467 + Penalty 2459.219256 = -235833.147211
  nChanged 167
		SP:Iteration 2F (15147.320000 sec): 3 clusters
  Score: Raw -238423.888340 + Penalty 2459.219256 = -235964.669085
  nChanged 107
		SP:Iteration 3F (15147.480000 sec): 3 clusters
  Score: Raw -238498.682233 + Penalty 2459.219256 = -236039.462978
  nChanged 66
		SP:Iteration 4Q (15147.670000 sec): 3 clusters
  Score: Raw -238544.996142 + Penalty 2459.219256 = -236085.776887
  nChanged 55
		SP:Iteration 5Q (15147.750000 sec): 3 clusters
  Score: Raw -238581.909121 + Penalty 2459.219256 = -236122.689865
  nChanged 40
		SP:Iteration 6Q (15147.880000 sec): 3 clusters
  Score: Raw -238603.819211 + Penalty 2459.219256 = -236144.599956
  nChanged 24
		SP:Iteration 7Q (15148.020000 sec): 3 clusters
  Score: Raw -238616.834773 + Penalty 2459.219256 = -236157.615517
  nChanged 15
		SP:Iteration 8Q (15148.190000 sec): 3 clusters
  Score: Raw -238624.745195 + Penalty 2459.219256 = -236165.525940
  nChanged 14
		SP:Iteration 9Q (15148.370000 sec): 3 clusters
  Score: Raw -238630.030933 + Penalty 2459.219256 = -236170.811677
  nChanged 5
		SP:Iteration 10Q (15148.570000 sec): 3 clusters
  Score: Raw -238631.738592 + Penalty 2459.219256 = -236172.519336
  nChanged 4
		SP:Iteration 11Q (15148.750000 sec): 3 clusters
  Score: Raw -238632.723210 + Penalty 2459.219256 = -236173.503954
  nChanged 2
		SP:Iteration 12Q (15148.900000 sec): 3 clusters
  Score: Raw -238633.884878 + Penalty 2459.219256 = -236174.665622
  nChanged 1
		SP:Iteration 13Q (15149.080000 sec): 3 clusters
  Score: Raw -238634.190376 + Penalty 2459.219256 = -236174.971120
  nChanged 1
		SP:Iteration 14Q (15149.230000 sec): 3 clusters
  Score: Raw -238634.901423 + Penalty 2459.219256 = -236175.682167
  nChanged 1
		SP:Iteration 15Q (15149.370000 sec): 3 clusters
  Score: Raw -238635.208357 + Penalty 2459.219256 = -236175.989102
  nChanged 2
		SP:Iteration 16Q (15149.510000 sec): 3 clusters
  Score: Raw -238636.192569 + Penalty 2459.219256 = -236176.973313
  nChanged 2
		SP:Iteration 17Q (15149.660000 sec): 3 clusters
  Score: Raw -238637.001209 + Penalty 2459.219256 = -236177.781953
  nChanged 3
		SP:Iteration 18Q (15149.820000 sec): 3 clusters
  Score: Raw -238638.081745 + Penalty 2459.219256 = -236178.862489
  nChanged 3
		SP:Iteration 19Q (15149.980000 sec): 3 clusters
  Score: Raw -238638.986085 + Penalty 2459.219256 = -236179.766830
  nChanged 2
		SP:Iteration 20F (15150.140000 sec): 3 clusters
  Score: Raw -238639.753179 + Penalty 2459.219256 = -236180.533924
  nChanged 2
		SP:Iteration 21Q (15150.300000 sec): 3 clusters
  Score: Raw -238640.256792 + Penalty 2459.219256 = -236181.037537
  nChanged 1
		SP:Iteration 22Q (15150.460000 sec): 3 clusters
  Score: Raw -238640.804945 + Penalty 2459.219256 = -236181.585689
  nChanged 1
		SP:Iteration 23Q (15150.620000 sec): 3 clusters
  Score: Raw -238641.027019 + Penalty 2459.219256 = -236181.807763
  nChanged 0
		SP:Iteration 24F (15150.780000 sec): 3 clusters
  Score: Raw -238641.027019 + Penalty 2459.219256 = -236181.807763
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 20 (193206 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (15151.830000 sec): 2 clusters
  Score: Raw -23249045.798645 + Penalty 1977.870742 = -23247067.927903
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (15153.030000 sec): 3 clusters
  Score: Raw -23120864.287251 + Penalty 3955.741483 = -23116908.545768
  nChanged 93668
		SP:Iteration 1F (15154.200000 sec): 3 clusters
  Score: Raw -23177550.108837 + Penalty 3955.741483 = -23173594.367354
  nChanged 7026
		SP:Iteration 2Q (15155.320000 sec): 3 clusters
  Score: Raw -23179693.172838 + Penalty 3955.741483 = -23175737.431354
  nChanged 8527
		SP:Iteration 3Q (15156.600000 sec): 3 clusters
  Score: Raw -23182980.479680 + Penalty 3955.741483 = -23179024.738197
  nChanged 10582
		SP:Iteration 4F (15157.720000 sec): 3 clusters
  Score: Raw -23188211.915309 + Penalty 3955.741483 = -23184256.173826
  nChanged 12860
		SP:Iteration 5F (15158.830000 sec): 3 clusters
  Score: Raw -23196123.761549 + Penalty 3955.741483 = -23192168.020065
  nChanged 14741
		SP:Iteration 6F (15160.030000 sec): 3 clusters
  Score: Raw -23206991.207836 + Penalty 3955.741483 = -23203035.466353
  nChanged 15028
		SP:Iteration 7F (15161.120000 sec): 3 clusters
  Score: Raw -23219416.882354 + Penalty 3955.741483 = -23215461.140871
  nChanged 13401
		SP:Iteration 8F (15162.220000 sec): 3 clusters
  Score: Raw -23231371.779144 + Penalty 3955.741483 = -23227416.037660
  nChanged 10145
		SP:Iteration 9F (15163.420000 sec): 3 clusters
  Score: Raw -23240570.721825 + Penalty 3955.741483 = -23236614.980342
  nChanged 5967
		SP:Iteration 10Q (15164.690000 sec): 3 clusters
  Score: Raw -23245723.051335 + Penalty 3955.741483 = -23241767.309851
  nChanged 2831
		SP:Iteration 11Q (15165.830000 sec): 3 clusters
  Score: Raw -23247976.116642 + Penalty 3955.741483 = -23244020.375159
  nChanged 1156
		SP:Iteration 12Q (15166.920000 sec): 3 clusters
  Score: Raw -23248818.118317 + Penalty 3955.741483 = -23244862.376834
  nChanged 451
		SP:Iteration 13Q (15167.980000 sec): 3 clusters
  Score: Raw -23249134.196402 + Penalty 3955.741483 = -23245178.454919
  nChanged 207
		SP:Iteration 14Q (15169.060000 sec): 3 clusters
  Score: Raw -23249282.350656 + Penalty 3955.741483 = -23245326.609172
  nChanged 120
		SP:Iteration 15Q (15170.130000 sec): 3 clusters
  Score: Raw -23249361.560528 + Penalty 3955.741483 = -23245405.819045
  nChanged 57
		SP:Iteration 16Q (15171.240000 sec): 3 clusters
  Score: Raw -23249398.831293 + Penalty 3955.741483 = -23245443.089810
  nChanged 41
		SP:Iteration 17Q (15172.290000 sec): 3 clusters
  Score: Raw -23249419.223437 + Penalty 3955.741483 = -23245463.481954
  nChanged 29
		SP:Iteration 18Q (15173.370000 sec): 3 clusters
  Score: Raw -23249432.326268 + Penalty 3955.741483 = -23245476.584784
  nChanged 19
		SP:Iteration 19Q (15174.420000 sec): 3 clusters
  Score: Raw -23249445.557834 + Penalty 3955.741483 = -23245489.816350
  nChanged 18
		SP:Iteration 20F (15175.490000 sec): 3 clusters
  Score: Raw -23249457.973337 + Penalty 3955.741483 = -23245502.231853
  nChanged 15
		SP:Iteration 21Q (15176.510000 sec): 3 clusters
  Score: Raw -23249469.439123 + Penalty 3955.741483 = -23245513.697640
  nChanged 18
		SP:Iteration 22Q (15177.550000 sec): 3 clusters
  Score: Raw -23249482.967557 + Penalty 3955.741483 = -23245527.226074
  nChanged 20
		SP:Iteration 23Q (15178.530000 sec): 3 clusters
  Score: Raw -23249500.282484 + Penalty 3955.741483 = -23245544.541001
  nChanged 17
		SP:Iteration 24Q (15179.570000 sec): 3 clusters
  Score: Raw -23249513.078657 + Penalty 3955.741483 = -23245557.337174
  nChanged 9
		SP:Iteration 25Q (15180.550000 sec): 3 clusters
  Score: Raw -23249519.486676 + Penalty 3955.741483 = -23245563.745193
  nChanged 5
		SP:Iteration 26Q (15181.670000 sec): 3 clusters
  Score: Raw -23249523.927721 + Penalty 3955.741483 = -23245568.186238
  nChanged 4
		SP:Iteration 27Q (15182.700000 sec): 3 clusters
  Score: Raw -23249526.216213 + Penalty 3955.741483 = -23245570.474729
  nChanged 2
		SP:Iteration 28Q (15183.770000 sec): 3 clusters
  Score: Raw -23249528.290846 + Penalty 3955.741483 = -23245572.549363
  nChanged 2
		SP:Iteration 29Q (15184.820000 sec): 3 clusters
  Score: Raw -23249530.620294 + Penalty 3955.741483 = -23245574.878811
  nChanged 2
		SP:Iteration 30Q (15185.850000 sec): 3 clusters
  Score: Raw -23249532.136236 + Penalty 3955.741483 = -23245576.394752
  nChanged 3
		SP:Iteration 31Q (15186.840000 sec): 3 clusters
  Score: Raw -23249534.496465 + Penalty 3955.741483 = -23245578.754982
  nChanged 1
		SP:Iteration 32Q (15188.200000 sec): 3 clusters
  Score: Raw -23249535.010415 + Penalty 3955.741483 = -23245579.268932
  nChanged 0
		SP:Iteration 33F (15189.760000 sec): 3 clusters
  Score: Raw -23249535.010415 + Penalty 3955.741483 = -23245579.268932
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 21 (268 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (15189.860000 sec): 2 clusters
  Score: Raw -12659.281823 + Penalty 908.535384 = -11750.746438
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (15190.020000 sec): 3 clusters
  Score: Raw -12833.111952 + Penalty 1817.070769 = -11016.041183
  nChanged 64
		SP:Iteration 1F (15190.180000 sec): 3 clusters
  Score: Raw -13065.566519 + Penalty 1817.070769 = -11248.495750
  nChanged 23
		SP:Iteration 2F (15190.340000 sec): 3 clusters
  Score: Raw -13197.689263 + Penalty 1817.070769 = -11380.618495
  nChanged 12
		SP:Iteration 3Q (15190.500000 sec): 3 clusters
  Score: Raw -13264.653161 + Penalty 1817.070769 = -11447.582392
  nChanged 7
		SP:Iteration 4Q (15190.660000 sec): 3 clusters
  Score: Raw -13296.398375 + Penalty 1817.070769 = -11479.327606
  nChanged 3
		SP:Iteration 5Q (15190.820000 sec): 3 clusters
  Score: Raw -13303.894281 + Penalty 1817.070769 = -11486.823512
  nChanged 0
		SP:Iteration 6F (15190.980000 sec): 3 clusters
  Score: Raw -13303.894281 + Penalty 1817.070769 = -11486.823512
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 22 (15937 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (15191.190000 sec): 2 clusters
  Score: Raw -1867746.015980 + Penalty 1572.414793 = -1866173.601186
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (15191.450000 sec): 3 clusters
  Score: Raw -1858358.798942 + Penalty 3144.829587 = -1855213.969356
  nChanged 7102
		SP:Iteration 1F (15191.730000 sec): 3 clusters
  Score: Raw -1862403.327416 + Penalty 3144.829587 = -1859258.497829
  nChanged 978
		SP:Iteration 2F (15192.060000 sec): 3 clusters
  Score: Raw -1862958.879476 + Penalty 3144.829587 = -1859814.049889
  nChanged 927
		SP:Iteration 3F (15192.300000 sec): 3 clusters
  Score: Raw -1863527.470464 + Penalty 3144.829587 = -1860382.640878
  nChanged 951
		SP:Iteration 4F (15192.540000 sec): 3 clusters
  Score: Raw -1864162.086355 + Penalty 3144.829587 = -1861017.256769
  nChanged 1002
		SP:Iteration 5F (15192.790000 sec): 3 clusters
  Score: Raw -1864804.213312 + Penalty 3144.829587 = -1861659.383725
  nChanged 981
		SP:Iteration 6F (15193.060000 sec): 3 clusters
  Score: Raw -1865404.760651 + Penalty 3144.829587 = -1862259.931065
  nChanged 895
		SP:Iteration 7F (15193.380000 sec): 3 clusters
  Score: Raw -1865913.089519 + Penalty 3144.829587 = -1862768.259932
  nChanged 783
		SP:Iteration 8Q (15193.640000 sec): 3 clusters
  Score: Raw -1866343.770950 + Penalty 3144.829587 = -1863198.941364
  nChanged 665
		SP:Iteration 9Q (15193.980000 sec): 3 clusters
  Score: Raw -1866684.634531 + Penalty 3144.829587 = -1863539.804944
  nChanged 514
		SP:Iteration 10Q (15194.210000 sec): 3 clusters
  Score: Raw -1866919.107556 + Penalty 3144.829587 = -1863774.277970
  nChanged 413
		SP:Iteration 11Q (15194.500000 sec): 3 clusters
  Score: Raw -1867080.018375 + Penalty 3144.829587 = -1863935.188788
  nChanged 316
		SP:Iteration 12Q (15194.790000 sec): 3 clusters
  Score: Raw -1867191.263718 + Penalty 3144.829587 = -1864046.434131
  nChanged 248
		SP:Iteration 13Q (15195.090000 sec): 3 clusters
  Score: Raw -1867260.398743 + Penalty 3144.829587 = -1864115.569156
  nChanged 196
		SP:Iteration 14Q (15195.340000 sec): 3 clusters
  Score: Raw -1867308.799048 + Penalty 3144.829587 = -1864163.969461
  nChanged 155
		SP:Iteration 15Q (15195.700000 sec): 3 clusters
  Score: Raw -1867344.961865 + Penalty 3144.829587 = -1864200.132278
  nChanged 143
		SP:Iteration 16Q (15196.040000 sec): 3 clusters
  Score: Raw -1867377.008909 + Penalty 3144.829587 = -1864232.179322
  nChanged 125
		SP:Iteration 17Q (15196.300000 sec): 3 clusters
  Score: Raw -1867401.916227 + Penalty 3144.829587 = -1864257.086640
  nChanged 117
		SP:Iteration 18Q (15196.630000 sec): 3 clusters
  Score: Raw -1867424.810203 + Penalty 3144.829587 = -1864279.980616
  nChanged 118
		SP:Iteration 19Q (15196.920000 sec): 3 clusters
  Score: Raw -1867449.400093 + Penalty 3144.829587 = -1864304.570506
  nChanged 98
		SP:Iteration 20F (15197.200000 sec): 3 clusters
  Score: Raw -1867471.811363 + Penalty 3144.829587 = -1864326.981776
  nChanged 114
		SP:Iteration 21Q (15197.460000 sec): 3 clusters
  Score: Raw -1867500.171737 + Penalty 3144.829587 = -1864355.342150
  nChanged 105
		SP:Iteration 22Q (15197.780000 sec): 3 clusters
  Score: Raw -1867527.562648 + Penalty 3144.829587 = -1864382.733062
  nChanged 126
		SP:Iteration 23Q (15198.060000 sec): 3 clusters
  Score: Raw -1867557.726220 + Penalty 3144.829587 = -1864412.896633
  nChanged 112
		SP:Iteration 24Q (15198.420000 sec): 3 clusters
  Score: Raw -1867581.319951 + Penalty 3144.829587 = -1864436.490364
  nChanged 92
		SP:Iteration 25Q (15198.730000 sec): 3 clusters
  Score: Raw -1867598.697574 + Penalty 3144.829587 = -1864453.867988
  nChanged 99
		SP:Iteration 26Q (15199.020000 sec): 3 clusters
  Score: Raw -1867616.468468 + Penalty 3144.829587 = -1864471.638881
  nChanged 94
		SP:Iteration 27Q (15199.310000 sec): 3 clusters
  Score: Raw -1867634.646043 + Penalty 3144.829587 = -1864489.816456
  nChanged 85
		SP:Iteration 28Q (15199.550000 sec): 3 clusters
  Score: Raw -1867651.228330 + Penalty 3144.829587 = -1864506.398743
  nChanged 84
		SP:Iteration 29Q (15199.820000 sec): 3 clusters
  Score: Raw -1867664.511223 + Penalty 3144.829587 = -1864519.681636
  nChanged 82
		SP:Iteration 30Q (15200.070000 sec): 3 clusters
  Score: Raw -1867678.970778 + Penalty 3144.829587 = -1864534.141191
  nChanged 86
		SP:Iteration 31Q (15200.350000 sec): 3 clusters
  Score: Raw -1867695.298526 + Penalty 3144.829587 = -1864550.468939
  nChanged 77
		SP:Iteration 32Q (15200.610000 sec): 3 clusters
  Score: Raw -1867710.627092 + Penalty 3144.829587 = -1864565.797505
  nChanged 75
		SP:Iteration 33Q (15200.870000 sec): 3 clusters
  Score: Raw -1867723.694175 + Penalty 3144.829587 = -1864578.864588
  nChanged 79
		SP:Iteration 34Q (15201.200000 sec): 3 clusters
  Score: Raw -1867739.017796 + Penalty 3144.829587 = -1864594.188209
  nChanged 85
		SP:Iteration 35Q (15201.470000 sec): 3 clusters
  Score: Raw -1867755.894684 + Penalty 3144.829587 = -1864611.065097
  nChanged 104
		SP:Iteration 36Q (15201.770000 sec): 3 clusters
  Score: Raw -1867781.585039 + Penalty 3144.829587 = -1864636.755452
  nChanged 104
		SP:Iteration 37Q (15201.980000 sec): 3 clusters
  Score: Raw -1867810.614967 + Penalty 3144.829587 = -1864665.785380
  nChanged 110
		SP:Iteration 38Q (15202.340000 sec): 3 clusters
  Score: Raw -1867837.721208 + Penalty 3144.829587 = -1864692.891621
  nChanged 104
		SP:Iteration 39Q (15202.640000 sec): 3 clusters
  Score: Raw -1867865.180475 + Penalty 3144.829587 = -1864720.350888
  nChanged 112
		SP:Iteration 40F (15202.930000 sec): 3 clusters
  Score: Raw -1867898.845972 + Penalty 3144.829587 = -1864754.016386
  nChanged 127
		SP:Iteration 41Q (15203.230000 sec): 3 clusters
  Score: Raw -1867937.183302 + Penalty 3144.829587 = -1864792.353715
  nChanged 129
		SP:Iteration 42Q (15203.510000 sec): 3 clusters
  Score: Raw -1867973.018447 + Penalty 3144.829587 = -1864828.188860
  nChanged 123
		SP:Iteration 43Q (15203.830000 sec): 3 clusters
  Score: Raw -1868002.928869 + Penalty 3144.829587 = -1864858.099282
  nChanged 115
		SP:Iteration 44Q (15204.130000 sec): 3 clusters
  Score: Raw -1868032.970115 + Penalty 3144.829587 = -1864888.140528
  nChanged 114
		SP:Iteration 45Q (15204.360000 sec): 3 clusters
  Score: Raw -1868066.445010 + Penalty 3144.829587 = -1864921.615423
  nChanged 103
		SP:Iteration 46Q (15204.650000 sec): 3 clusters
  Score: Raw -1868094.859260 + Penalty 3144.829587 = -1864950.029674
  nChanged 104
		SP:Iteration 47Q (15204.900000 sec): 3 clusters
  Score: Raw -1868121.663821 + Penalty 3144.829587 = -1864976.834235
  nChanged 95
		SP:Iteration 48Q (15205.190000 sec): 3 clusters
  Score: Raw -1868147.895981 + Penalty 3144.829587 = -1865003.066394
  nChanged 103
		SP:Iteration 49Q (15205.470000 sec): 3 clusters
  Score: Raw -1868175.095551 + Penalty 3144.829587 = -1865030.265964
  nChanged 96
		SP:Iteration 50Q (15205.710000 sec): 3 clusters
  Score: Raw -1868198.179656 + Penalty 3144.829587 = -1865053.350069
  nChanged 74
		SP:Iteration 51Q (15205.990000 sec): 3 clusters
  Score: Raw -1868217.407731 + Penalty 3144.829587 = -1865072.578144
  nChanged 64
		SP:Iteration 52Q (15206.300000 sec): 3 clusters
  Score: Raw -1868233.304860 + Penalty 3144.829587 = -1865088.475273
  nChanged 66
		SP:Iteration 53Q (15206.570000 sec): 3 clusters
  Score: Raw -1868251.808485 + Penalty 3144.829587 = -1865106.978898
  nChanged 71
		SP:Iteration 54Q (15206.900000 sec): 3 clusters
  Score: Raw -1868270.523162 + Penalty 3144.829587 = -1865125.693575
  nChanged 76
		SP:Iteration 55Q (15207.150000 sec): 3 clusters
  Score: Raw -1868293.663876 + Penalty 3144.829587 = -1865148.834289
  nChanged 85
		SP:Iteration 56Q (15207.470000 sec): 3 clusters
  Score: Raw -1868320.661689 + Penalty 3144.829587 = -1865175.832102
  nChanged 93
		SP:Iteration 57Q (15207.710000 sec): 3 clusters
  Score: Raw -1868354.632082 + Penalty 3144.829587 = -1865209.802495
  nChanged 100
		SP:Iteration 58Q (15207.930000 sec): 3 clusters
  Score: Raw -1868388.118550 + Penalty 3144.829587 = -1865243.288963
  nChanged 94
		SP:Iteration 59Q (15208.180000 sec): 3 clusters
  Score: Raw -1868418.765431 + Penalty 3144.829587 = -1865273.935844
  nChanged 94
		SP:Iteration 60F (15208.440000 sec): 3 clusters
  Score: Raw -1868452.515505 + Penalty 3144.829587 = -1865307.685918
  nChanged 91
		SP:Iteration 61Q (15208.680000 sec): 3 clusters
  Score: Raw -1868492.803288 + Penalty 3144.829587 = -1865347.973701
  nChanged 108
		SP:Iteration 62Q (15208.920000 sec): 3 clusters
  Score: Raw -1868541.410769 + Penalty 3144.829587 = -1865396.581182
  nChanged 110
		SP:Iteration 63Q (15209.210000 sec): 3 clusters
  Score: Raw -1868601.298251 + Penalty 3144.829587 = -1865456.468664
  nChanged 112
		SP:Iteration 64Q (15209.390000 sec): 3 clusters
  Score: Raw -1868667.453945 + Penalty 3144.829587 = -1865522.624358
  nChanged 107
		SP:Iteration 65Q (15209.610000 sec): 3 clusters
  Score: Raw -1868733.253463 + Penalty 3144.829587 = -1865588.423876
  nChanged 77
		SP:Iteration 66Q (15209.880000 sec): 3 clusters
  Score: Raw -1868786.536485 + Penalty 3144.829587 = -1865641.706898
  nChanged 80
		SP:Iteration 67Q (15210.190000 sec): 3 clusters
  Score: Raw -1868836.800965 + Penalty 3144.829587 = -1865691.971378
  nChanged 65
		SP:Iteration 68Q (15210.410000 sec): 3 clusters
  Score: Raw -1868877.127931 + Penalty 3144.829587 = -1865732.298345
  nChanged 60
		SP:Iteration 69Q (15210.690000 sec): 3 clusters
  Score: Raw -1868909.598424 + Penalty 3144.829587 = -1865764.768837
  nChanged 52
		SP:Iteration 70Q (15211.000000 sec): 3 clusters
  Score: Raw -1868934.187939 + Penalty 3144.829587 = -1865789.358352
  nChanged 32
		SP:Iteration 71Q (15211.280000 sec): 3 clusters
  Score: Raw -1868950.101772 + Penalty 3144.829587 = -1865805.272185
  nChanged 28
		SP:Iteration 72Q (15211.500000 sec): 3 clusters
  Score: Raw -1868960.561727 + Penalty 3144.829587 = -1865815.732141
  nChanged 20
		SP:Iteration 73Q (15211.720000 sec): 3 clusters
  Score: Raw -1868969.843139 + Penalty 3144.829587 = -1865825.013552
  nChanged 21
		SP:Iteration 74Q (15211.950000 sec): 3 clusters
  Score: Raw -1868978.774657 + Penalty 3144.829587 = -1865833.945070
  nChanged 13
		SP:Iteration 75Q (15212.170000 sec): 3 clusters
  Score: Raw -1868983.478931 + Penalty 3144.829587 = -1865838.649344
  nChanged 9
		SP:Iteration 76Q (15212.400000 sec): 3 clusters
  Score: Raw -1868986.325425 + Penalty 3144.829587 = -1865841.495838
  nChanged 6
		SP:Iteration 77Q (15212.700000 sec): 3 clusters
  Score: Raw -1868988.216503 + Penalty 3144.829587 = -1865843.386916
  nChanged 6
		SP:Iteration 78Q (15212.940000 sec): 3 clusters
  Score: Raw -1868990.710874 + Penalty 3144.829587 = -1865845.881287
  nChanged 5
		SP:Iteration 79Q (15213.140000 sec): 3 clusters
  Score: Raw -1868991.933208 + Penalty 3144.829587 = -1865847.103621
  nChanged 5
		SP:Iteration 80F (15213.360000 sec): 3 clusters
  Score: Raw -1868994.005481 + Penalty 3144.829587 = -1865849.175894
  nChanged 5
		SP:Iteration 81Q (15213.640000 sec): 3 clusters
  Score: Raw -1868995.494271 + Penalty 3144.829587 = -1865850.664684
  nChanged 2
		SP:Iteration 82Q (15213.890000 sec): 3 clusters
  Score: Raw -1868996.063546 + Penalty 3144.829587 = -1865851.233959
  nChanged 0
		SP:Iteration 83F (15214.110000 sec): 3 clusters
  Score: Raw -1868996.063546 + Penalty 3144.829587 = -1865851.233959
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 23 (3907 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (15214.240000 sec): 2 clusters
  Score: Raw -479935.148345 + Penalty 1343.960328 = -478591.188017
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (15214.360000 sec): 3 clusters
  Score: Raw -477979.167050 + Penalty 2687.920656 = -475291.246394
  nChanged 1531
		SP:Iteration 1F (15214.550000 sec): 3 clusters
  Score: Raw -478872.604993 + Penalty 2687.920656 = -476184.684337
  nChanged 302
		SP:Iteration 2F (15214.710000 sec): 3 clusters
  Score: Raw -479089.819032 + Penalty 2687.920656 = -476401.898376
  nChanged 257
		SP:Iteration 3F (15214.870000 sec): 3 clusters
  Score: Raw -479280.274967 + Penalty 2687.920656 = -476592.354311
  nChanged 201
		SP:Iteration 4F (15215.050000 sec): 3 clusters
  Score: Raw -479399.034233 + Penalty 2687.920656 = -476711.113577
  nChanged 167
		SP:Iteration 5Q (15215.190000 sec): 3 clusters
  Score: Raw -479504.254133 + Penalty 2687.920656 = -476816.333477
  nChanged 148
		SP:Iteration 6Q (15215.350000 sec): 3 clusters
  Score: Raw -479591.614778 + Penalty 2687.920656 = -476903.694122
  nChanged 119
		SP:Iteration 7Q (15215.530000 sec): 3 clusters
  Score: Raw -479654.044069 + Penalty 2687.920656 = -476966.123413
  nChanged 96
		SP:Iteration 8Q (15215.670000 sec): 3 clusters
  Score: Raw -479703.053422 + Penalty 2687.920656 = -477015.132766
  nChanged 89
		SP:Iteration 9Q (15215.830000 sec): 3 clusters
  Score: Raw -479753.043588 + Penalty 2687.920656 = -477065.122932
  nChanged 76
		SP:Iteration 10Q (15215.970000 sec): 3 clusters
  Score: Raw -479787.951329 + Penalty 2687.920656 = -477100.030673
  nChanged 66
		SP:Iteration 11Q (15216.110000 sec): 3 clusters
  Score: Raw -479816.086693 + Penalty 2687.920656 = -477128.166037
  nChanged 50
		SP:Iteration 12Q (15216.290000 sec): 3 clusters
  Score: Raw -479833.152779 + Penalty 2687.920656 = -477145.232124
  nChanged 45
		SP:Iteration 13Q (15216.490000 sec): 3 clusters
  Score: Raw -479853.186801 + Penalty 2687.920656 = -477165.266145
  nChanged 45
		SP:Iteration 14Q (15216.670000 sec): 3 clusters
  Score: Raw -479875.325667 + Penalty 2687.920656 = -477187.405011
  nChanged 47
		SP:Iteration 15Q (15216.950000 sec): 3 clusters
  Score: Raw -479893.160991 + Penalty 2687.920656 = -477205.240335
  nChanged 47
		SP:Iteration 16Q (15217.090000 sec): 3 clusters
  Score: Raw -479908.456953 + Penalty 2687.920656 = -477220.536298
  nChanged 34
		SP:Iteration 17Q (15217.240000 sec): 3 clusters
  Score: Raw -479920.780661 + Penalty 2687.920656 = -477232.860006
  nChanged 27
		SP:Iteration 18Q (15217.390000 sec): 3 clusters
  Score: Raw -479929.577919 + Penalty 2687.920656 = -477241.657263
  nChanged 17
		SP:Iteration 19Q (15217.600000 sec): 3 clusters
  Score: Raw -479935.359051 + Penalty 2687.920656 = -477247.438395
  nChanged 18
		SP:Iteration 20F (15217.730000 sec): 3 clusters
  Score: Raw -479941.112741 + Penalty 2687.920656 = -477253.192085
  nChanged 23
		SP:Iteration 21Q (15217.860000 sec): 3 clusters
  Score: Raw -479948.430207 + Penalty 2687.920656 = -477260.509552
  nChanged 20
		SP:Iteration 22Q (15217.990000 sec): 3 clusters
  Score: Raw -479955.790196 + Penalty 2687.920656 = -477267.869540
  nChanged 18
		SP:Iteration 23Q (15218.130000 sec): 3 clusters
  Score: Raw -479960.140195 + Penalty 2687.920656 = -477272.219539
  nChanged 19
		SP:Iteration 24Q (15218.280000 sec): 3 clusters
  Score: Raw -479966.637967 + Penalty 2687.920656 = -477278.717311
  nChanged 13
		SP:Iteration 25Q (15218.470000 sec): 3 clusters
  Score: Raw -479971.174148 + Penalty 2687.920656 = -477283.253492
  nChanged 10
		SP:Iteration 26Q (15218.620000 sec): 3 clusters
  Score: Raw -479974.385814 + Penalty 2687.920656 = -477286.465158
  nChanged 15
		SP:Iteration 27Q (15218.750000 sec): 3 clusters
  Score: Raw -479978.204115 + Penalty 2687.920656 = -477290.283459
  nChanged 15
		SP:Iteration 28Q (15218.860000 sec): 3 clusters
  Score: Raw -479985.809440 + Penalty 2687.920656 = -477297.888785
  nChanged 29
		SP:Iteration 29Q (15219.000000 sec): 3 clusters
  Score: Raw -479997.280389 + Penalty 2687.920656 = -477309.359733
  nChanged 30
		SP:Iteration 30Q (15219.180000 sec): 3 clusters
  Score: Raw -480008.225786 + Penalty 2687.920656 = -477320.305130
  nChanged 25
		SP:Iteration 31Q (15219.360000 sec): 3 clusters
  Score: Raw -480017.232299 + Penalty 2687.920656 = -477329.311643
  nChanged 18
		SP:Iteration 32Q (15219.570000 sec): 3 clusters
  Score: Raw -480022.849749 + Penalty 2687.920656 = -477334.929093
  nChanged 17
		SP:Iteration 33Q (15219.710000 sec): 3 clusters
  Score: Raw -480028.610773 + Penalty 2687.920656 = -477340.690117
  nChanged 13
		SP:Iteration 34Q (15219.890000 sec): 3 clusters
  Score: Raw -480031.761538 + Penalty 2687.920656 = -477343.840882
  nChanged 7
		SP:Iteration 35Q (15220.080000 sec): 3 clusters
  Score: Raw -480034.476041 + Penalty 2687.920656 = -477346.555385
  nChanged 10
		SP:Iteration 36Q (15220.210000 sec): 3 clusters
  Score: Raw -480038.979326 + Penalty 2687.920656 = -477351.058670
  nChanged 13
		SP:Iteration 37Q (15220.380000 sec): 3 clusters
  Score: Raw -480043.804787 + Penalty 2687.920656 = -477355.884131
  nChanged 14
		SP:Iteration 38Q (15220.560000 sec): 3 clusters
  Score: Raw -480048.332009 + Penalty 2687.920656 = -477360.411353
  nChanged 10
		SP:Iteration 39Q (15220.740000 sec): 3 clusters
  Score: Raw -480052.229578 + Penalty 2687.920656 = -477364.308922
  nChanged 13
		SP:Iteration 40F (15220.870000 sec): 3 clusters
  Score: Raw -480056.830135 + Penalty 2687.920656 = -477368.909479
  nChanged 15
		SP:Iteration 41Q (15221.050000 sec): 3 clusters
  Score: Raw -480061.463020 + Penalty 2687.920656 = -477373.542364
  nChanged 5
		SP:Iteration 42Q (15221.200000 sec): 3 clusters
  Score: Raw -480062.584053 + Penalty 2687.920656 = -477374.663397
  nChanged 9
		SP:Iteration 43Q (15221.340000 sec): 3 clusters
  Score: Raw -480065.238275 + Penalty 2687.920656 = -477377.317619
  nChanged 4
		SP:Iteration 44Q (15221.510000 sec): 3 clusters
  Score: Raw -480066.462396 + Penalty 2687.920656 = -477378.541740
  nChanged 8
		SP:Iteration 45Q (15221.740000 sec): 3 clusters
  Score: Raw -480068.408952 + Penalty 2687.920656 = -477380.488296
  nChanged 7
		SP:Iteration 46Q (15221.890000 sec): 3 clusters
  Score: Raw -480070.615081 + Penalty 2687.920656 = -477382.694425
  nChanged 12
		SP:Iteration 47Q (15222.090000 sec): 3 clusters
  Score: Raw -480074.080933 + Penalty 2687.920656 = -477386.160277
  nChanged 7
		SP:Iteration 48Q (15222.230000 sec): 3 clusters
  Score: Raw -480076.010702 + Penalty 2687.920656 = -477388.090047
  nChanged 7
		SP:Iteration 49Q (15222.390000 sec): 3 clusters
  Score: Raw -480078.070777 + Penalty 2687.920656 = -477390.150121
  nChanged 7
		SP:Iteration 50Q (15222.590000 sec): 3 clusters
  Score: Raw -480080.646908 + Penalty 2687.920656 = -477392.726252
  nChanged 9
		SP:Iteration 51Q (15222.740000 sec): 3 clusters
  Score: Raw -480082.768924 + Penalty 2687.920656 = -477394.848268
  nChanged 2
		SP:Iteration 52Q (15222.920000 sec): 3 clusters
  Score: Raw -480083.479121 + Penalty 2687.920656 = -477395.558466
  nChanged 5
		SP:Iteration 53Q (15223.060000 sec): 3 clusters
  Score: Raw -480084.943579 + Penalty 2687.920656 = -477397.022923
  nChanged 2
		SP:Iteration 54Q (15223.240000 sec): 3 clusters
  Score: Raw -480085.776146 + Penalty 2687.920656 = -477397.855490
  nChanged 5
		SP:Iteration 55Q (15223.430000 sec): 3 clusters
  Score: Raw -480087.307454 + Penalty 2687.920656 = -477399.386799
  nChanged 5
		SP:Iteration 56Q (15223.590000 sec): 3 clusters
  Score: Raw -480088.670981 + Penalty 2687.920656 = -477400.750325
  nChanged 5
		SP:Iteration 57Q (15223.720000 sec): 3 clusters
  Score: Raw -480089.340170 + Penalty 2687.920656 = -477401.419514
  nChanged 2
		SP:Iteration 58Q (15223.850000 sec): 3 clusters
  Score: Raw -480089.860662 + Penalty 2687.920656 = -477401.940006
  nChanged 3
		SP:Iteration 59Q (15224.040000 sec): 3 clusters
  Score: Raw -480090.395028 + Penalty 2687.920656 = -477402.474372
  nChanged 4
		SP:Iteration 60F (15224.210000 sec): 3 clusters
  Score: Raw -480090.976471 + Penalty 2687.920656 = -477403.055815
  nChanged 4
		SP:Iteration 61Q (15224.410000 sec): 3 clusters
  Score: Raw -480091.905062 + Penalty 2687.920656 = -477403.984406
  nChanged 9
		SP:Iteration 62Q (15224.610000 sec): 3 clusters
  Score: Raw -480094.109967 + Penalty 2687.920656 = -477406.189311
  nChanged 8
		SP:Iteration 63Q (15224.840000 sec): 3 clusters
  Score: Raw -480096.964241 + Penalty 2687.920656 = -477409.043585
  nChanged 9
		SP:Iteration 64Q (15225.050000 sec): 3 clusters
  Score: Raw -480099.725156 + Penalty 2687.920656 = -477411.804500
  nChanged 4
		SP:Iteration 65Q (15225.250000 sec): 3 clusters
  Score: Raw -480100.889213 + Penalty 2687.920656 = -477412.968557
  nChanged 3
		SP:Iteration 66Q (15225.420000 sec): 3 clusters
  Score: Raw -480101.233466 + Penalty 2687.920656 = -477413.312810
  nChanged 1
		SP:Iteration 67Q (15225.610000 sec): 3 clusters
  Score: Raw -480101.572179 + Penalty 2687.920656 = -477413.651523
  nChanged 0
		SP:Iteration 68F (15225.810000 sec): 3 clusters
  Score: Raw -480101.572179 + Penalty 2687.920656 = -477413.651523
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 24 (2421 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (15225.920000 sec): 2 clusters
  Score: Raw -297724.599797 + Penalty 1266.189593 = -296458.410204
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (15226.170000 sec): 3 clusters
  Score: Raw -296598.221897 + Penalty 2532.379186 = -294065.842711
  nChanged 886
		SP:Iteration 1F (15226.330000 sec): 3 clusters
  Score: Raw -297122.550988 + Penalty 2532.379186 = -294590.171802
  nChanged 200
		SP:Iteration 2F (15226.520000 sec): 3 clusters
  Score: Raw -297261.628673 + Penalty 2532.379186 = -294729.249487
  nChanged 125
		SP:Iteration 3F (15226.700000 sec): 3 clusters
  Score: Raw -297349.271491 + Penalty 2532.379186 = -294816.892305
  nChanged 103
		SP:Iteration 4Q (15226.840000 sec): 3 clusters
  Score: Raw -297424.947011 + Penalty 2532.379186 = -294892.567825
  nChanged 101
		SP:Iteration 5Q (15227.010000 sec): 3 clusters
  Score: Raw -297494.308795 + Penalty 2532.379186 = -294961.929609
  nChanged 82
		SP:Iteration 6Q (15227.180000 sec): 3 clusters
  Score: Raw -297552.909745 + Penalty 2532.379186 = -295020.530559
  nChanged 85
		SP:Iteration 7Q (15227.310000 sec): 3 clusters
  Score: Raw -297631.248506 + Penalty 2532.379186 = -295098.869320
  nChanged 87
		SP:Iteration 8Q (15227.450000 sec): 3 clusters
  Score: Raw -297709.971897 + Penalty 2532.379186 = -295177.592711
  nChanged 75
		SP:Iteration 9Q (15227.630000 sec): 3 clusters
  Score: Raw -297789.440668 + Penalty 2532.379186 = -295257.061482
  nChanged 62
		SP:Iteration 10Q (15227.770000 sec): 3 clusters
  Score: Raw -297839.257629 + Penalty 2532.379186 = -295306.878443
  nChanged 50
		SP:Iteration 11Q (15227.950000 sec): 3 clusters
  Score: Raw -297882.006481 + Penalty 2532.379186 = -295349.627295
  nChanged 36
		SP:Iteration 12Q (15228.100000 sec): 3 clusters
  Score: Raw -297911.278016 + Penalty 2532.379186 = -295378.898830
  nChanged 30
		SP:Iteration 13Q (15228.250000 sec): 3 clusters
  Score: Raw -297928.706687 + Penalty 2532.379186 = -295396.327501
  nChanged 19
		SP:Iteration 14Q (15228.390000 sec): 3 clusters
  Score: Raw -297936.301390 + Penalty 2532.379186 = -295403.922204
  nChanged 10
		SP:Iteration 15Q (15228.540000 sec): 3 clusters
  Score: Raw -297942.915097 + Penalty 2532.379186 = -295410.535911
  nChanged 12
		SP:Iteration 16Q (15228.690000 sec): 3 clusters
  Score: Raw -297949.991600 + Penalty 2532.379186 = -295417.612414
  nChanged 14
		SP:Iteration 17Q (15228.850000 sec): 3 clusters
  Score: Raw -297959.350925 + Penalty 2532.379186 = -295426.971739
  nChanged 8
		SP:Iteration 18Q (15229.010000 sec): 3 clusters
  Score: Raw -297962.911182 + Penalty 2532.379186 = -295430.531996
  nChanged 8
		SP:Iteration 19Q (15229.170000 sec): 3 clusters
  Score: Raw -297966.403110 + Penalty 2532.379186 = -295434.023924
  nChanged 1
		SP:Iteration 20F (15229.330000 sec): 3 clusters
  Score: Raw -297966.944043 + Penalty 2532.379186 = -295434.564857
  nChanged 2
		SP:Iteration 21Q (15229.490000 sec): 3 clusters
  Score: Raw -297968.582768 + Penalty 2532.379186 = -295436.203582
  nChanged 2
		SP:Iteration 22Q (15229.650000 sec): 3 clusters
  Score: Raw -297969.374990 + Penalty 2532.379186 = -295436.995804
  nChanged 5
		SP:Iteration 23Q (15229.810000 sec): 3 clusters
  Score: Raw -297972.438158 + Penalty 2532.379186 = -295440.058972
  nChanged 4
		SP:Iteration 24Q (15229.970000 sec): 3 clusters
  Score: Raw -297974.820222 + Penalty 2532.379186 = -295442.441036
  nChanged 6
		SP:Iteration 25Q (15230.130000 sec): 3 clusters
  Score: Raw -297978.396333 + Penalty 2532.379186 = -295446.017147
  nChanged 8
		SP:Iteration 26Q (15230.290000 sec): 3 clusters
  Score: Raw -297982.444116 + Penalty 2532.379186 = -295450.064930
  nChanged 5
		SP:Iteration 27Q (15230.450000 sec): 3 clusters
  Score: Raw -297985.160076 + Penalty 2532.379186 = -295452.780890
  nChanged 5
		SP:Iteration 28Q (15230.610000 sec): 3 clusters
  Score: Raw -297986.946285 + Penalty 2532.379186 = -295454.567099
  nChanged 3
		SP:Iteration 29Q (15230.760000 sec): 3 clusters
  Score: Raw -297988.144437 + Penalty 2532.379186 = -295455.765251
  nChanged 3
		SP:Iteration 30Q (15230.920000 sec): 3 clusters
  Score: Raw -297989.049871 + Penalty 2532.379186 = -295456.670685
  nChanged 1
		SP:Iteration 31Q (15231.080000 sec): 3 clusters
  Score: Raw -297989.519893 + Penalty 2532.379186 = -295457.140707
  nChanged 1
		SP:Iteration 32Q (15231.240000 sec): 3 clusters
  Score: Raw -297989.931525 + Penalty 2532.379186 = -295457.552339
  nChanged 0
		SP:Iteration 33F (15231.400000 sec): 3 clusters
  Score: Raw -297989.931525 + Penalty 2532.379186 = -295457.552339
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 25 (487 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (15231.480000 sec): 2 clusters
  Score: Raw -54390.799135 + Penalty 1005.592920 = -53385.206215
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (15231.640000 sec): 3 clusters
  Score: Raw -54354.825643 + Penalty 2011.185840 = -52343.639803
  nChanged 125
		SP:Iteration 1F (15231.800000 sec): 3 clusters
  Score: Raw -54623.840067 + Penalty 2011.185840 = -52612.654227
  nChanged 45
		SP:Iteration 2F (15231.960000 sec): 3 clusters
  Score: Raw -54747.194259 + Penalty 2011.185840 = -52736.008419
  nChanged 26
		SP:Iteration 3F (15232.120000 sec): 3 clusters
  Score: Raw -54837.239475 + Penalty 2011.185840 = -52826.053635
  nChanged 30
		SP:Iteration 4F (15232.280000 sec): 3 clusters
  Score: Raw -54973.822316 + Penalty 2011.185840 = -52962.636476
  nChanged 27
		SP:Iteration 5F (15232.440000 sec): 3 clusters
  Score: Raw -55079.930322 + Penalty 2011.185840 = -53068.744482
  nChanged 20
		SP:Iteration 6Q (15232.600000 sec): 3 clusters
  Score: Raw -55144.637606 + Penalty 2011.185840 = -53133.451766
  nChanged 12
		SP:Iteration 7Q (15232.760000 sec): 3 clusters
  Score: Raw -55176.237522 + Penalty 2011.185840 = -53165.051682
  nChanged 7
		SP:Iteration 8Q (15232.920000 sec): 3 clusters
  Score: Raw -55190.766706 + Penalty 2011.185840 = -53179.580866
  nChanged 3
		SP:Iteration 9Q (15233.080000 sec): 3 clusters
  Score: Raw -55198.703986 + Penalty 2011.185840 = -53187.518146
  nChanged 1
		SP:Iteration 10Q (15233.240000 sec): 3 clusters
  Score: Raw -55203.903523 + Penalty 2011.185840 = -53192.717683
  nChanged 1
		SP:Iteration 11Q (15233.400000 sec): 3 clusters
  Score: Raw -55206.008461 + Penalty 2011.185840 = -53194.822621
  nChanged 1
		SP:Iteration 12Q (15233.560000 sec): 3 clusters
  Score: Raw -55217.147426 + Penalty 2011.185840 = -53205.961586
  nChanged 1
		SP:Iteration 13Q (15233.720000 sec): 3 clusters
  Score: Raw -55219.064857 + Penalty 2011.185840 = -53207.879017
  nChanged 0
		SP:Iteration 14F (15233.880000 sec): 3 clusters
  Score: Raw -55219.064857 + Penalty 2011.185840 = -53207.879017
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 26 (1118 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (15233.960000 sec): 2 clusters
  Score: Raw -133569.416299 + Penalty 1140.635706 = -132428.780593
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (15234.130000 sec): 3 clusters
  Score: Raw -133158.784580 + Penalty 2281.271412 = -130877.513168
  nChanged 354
		SP:Iteration 1F (15234.290000 sec): 3 clusters
  Score: Raw -133448.719158 + Penalty 2281.271412 = -131167.447746
  nChanged 88
		SP:Iteration 2F (15234.450000 sec): 3 clusters
  Score: Raw -133527.126659 + Penalty 2281.271412 = -131245.855246
  nChanged 52
		SP:Iteration 3Q (15234.610000 sec): 3 clusters
  Score: Raw -133567.890025 + Penalty 2281.271412 = -131286.618613
  nChanged 18
		SP:Iteration 4Q (15234.770000 sec): 3 clusters
  Score: Raw -133582.884342 + Penalty 2281.271412 = -131301.612930
  nChanged 17
		SP:Iteration 5Q (15234.930000 sec): 3 clusters
  Score: Raw -133601.166918 + Penalty 2281.271412 = -131319.895505
  nChanged 15
		SP:Iteration 6Q (15235.090000 sec): 3 clusters
  Score: Raw -133615.472334 + Penalty 2281.271412 = -131334.200921
  nChanged 14
		SP:Iteration 7Q (15235.310000 sec): 3 clusters
  Score: Raw -133627.294314 + Penalty 2281.271412 = -131346.022901
  nChanged 14
		SP:Iteration 8Q (15235.520000 sec): 3 clusters
  Score: Raw -133644.231857 + Penalty 2281.271412 = -131362.960444
  nChanged 10
		SP:Iteration 9Q (15235.650000 sec): 3 clusters
  Score: Raw -133655.538035 + Penalty 2281.271412 = -131374.266623
  nChanged 11
		SP:Iteration 10Q (15235.800000 sec): 3 clusters
  Score: Raw -133666.966678 + Penalty 2281.271412 = -131385.695266
  nChanged 17
		SP:Iteration 11Q (15235.950000 sec): 3 clusters
  Score: Raw -133691.870466 + Penalty 2281.271412 = -131410.599054
  nChanged 23
		SP:Iteration 12Q (15236.090000 sec): 3 clusters
  Score: Raw -133712.001594 + Penalty 2281.271412 = -131430.730182
  nChanged 20
		SP:Iteration 13Q (15236.220000 sec): 3 clusters
  Score: Raw -133736.947687 + Penalty 2281.271412 = -131455.676274
  nChanged 24
		SP:Iteration 14Q (15236.350000 sec): 3 clusters
  Score: Raw -133768.102010 + Penalty 2281.271412 = -131486.830597
  nChanged 32
		SP:Iteration 15Q (15236.490000 sec): 3 clusters
  Score: Raw -133812.222402 + Penalty 2281.271412 = -131530.950989
  nChanged 35
		SP:Iteration 16Q (15236.620000 sec): 3 clusters
  Score: Raw -133865.173396 + Penalty 2281.271412 = -131583.901984
  nChanged 38
		SP:Iteration 17Q (15236.750000 sec): 3 clusters
  Score: Raw -133938.850693 + Penalty 2281.271412 = -131657.579281
  nChanged 38
		SP:Iteration 18Q (15236.890000 sec): 3 clusters
  Score: Raw -134025.015858 + Penalty 2281.271412 = -131743.744445
  nChanged 51
		SP:Iteration 19Q (15237.060000 sec): 3 clusters
  Score: Raw -134246.848235 + Penalty 2281.271412 = -131965.576823
  nChanged 61
		SP:Iteration 20F (15237.210000 sec): 3 clusters
  Score: Raw -134990.399037 + Penalty 2281.271412 = -132709.127624
  nChanged 34
		SP:Iteration 21Q (15237.410000 sec): 3 clusters
  Score: Raw -135517.466652 + Penalty 2281.271412 = -133236.195239
  nChanged 0
		SP:Iteration 22F (15237.580000 sec): 3 clusters
  Score: Raw -135517.466652 + Penalty 2281.271412 = -133236.195239
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 66.
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 27 (4010 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (15237.670000 sec): 2 clusters
  Score: Raw -484748.751518 + Penalty 1348.188810 = -483400.562708
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (15237.850000 sec): 3 clusters
  Score: Raw -482748.447754 + Penalty 2696.377619 = -480052.070135
  nChanged 1551
		SP:Iteration 1F (15238.000000 sec): 3 clusters
  Score: Raw -483590.441843 + Penalty 2696.377619 = -480894.064224
  nChanged 254
		SP:Iteration 2F (15238.160000 sec): 3 clusters
  Score: Raw -483724.601876 + Penalty 2696.377619 = -481028.224257
  nChanged 189
		SP:Iteration 3Q (15238.310000 sec): 3 clusters
  Score: Raw -483813.764271 + Penalty 2696.377619 = -481117.386652
  nChanged 132
		SP:Iteration 4Q (15238.480000 sec): 3 clusters
  Score: Raw -483863.655818 + Penalty 2696.377619 = -481167.278199
  nChanged 99
		SP:Iteration 5Q (15238.660000 sec): 3 clusters
  Score: Raw -483906.518488 + Penalty 2696.377619 = -481210.140869
  nChanged 101
		SP:Iteration 6Q (15238.840000 sec): 3 clusters
  Score: Raw -483956.733860 + Penalty 2696.377619 = -481260.356241
  nChanged 97
		SP:Iteration 7Q (15239.000000 sec): 3 clusters
  Score: Raw -483999.355490 + Penalty 2696.377619 = -481302.977871
  nChanged 101
		SP:Iteration 8Q (15239.150000 sec): 3 clusters
  Score: Raw -484038.056348 + Penalty 2696.377619 = -481341.678729
  nChanged 83
		SP:Iteration 9Q (15239.320000 sec): 3 clusters
  Score: Raw -484070.295394 + Penalty 2696.377619 = -481373.917775
  nChanged 82
		SP:Iteration 10Q (15239.490000 sec): 3 clusters
  Score: Raw -484109.157467 + Penalty 2696.377619 = -481412.779848
  nChanged 106
		SP:Iteration 11Q (15239.660000 sec): 3 clusters
  Score: Raw -484157.360788 + Penalty 2696.377619 = -481460.983169
  nChanged 104
		SP:Iteration 12Q (15239.840000 sec): 3 clusters
  Score: Raw -484211.533846 + Penalty 2696.377619 = -481515.156227
  nChanged 88
		SP:Iteration 13Q (15240.010000 sec): 3 clusters
  Score: Raw -484250.066769 + Penalty 2696.377619 = -481553.689150
  nChanged 86
		SP:Iteration 14Q (15240.140000 sec): 3 clusters
  Score: Raw -484293.526644 + Penalty 2696.377619 = -481597.149025
  nChanged 82
		SP:Iteration 15Q (15240.300000 sec): 3 clusters
  Score: Raw -484334.341657 + Penalty 2696.377619 = -481637.964038
  nChanged 72
		SP:Iteration 16Q (15240.420000 sec): 3 clusters
  Score: Raw -484376.941544 + Penalty 2696.377619 = -481680.563925
  nChanged 77
		SP:Iteration 17Q (15240.590000 sec): 3 clusters
  Score: Raw -484421.720277 + Penalty 2696.377619 = -481725.342658
  nChanged 81
		SP:Iteration 18Q (15240.750000 sec): 3 clusters
  Score: Raw -484463.301651 + Penalty 2696.377619 = -481766.924032
  nChanged 77
		SP:Iteration 19Q (15240.920000 sec): 3 clusters
  Score: Raw -484510.661048 + Penalty 2696.377619 = -481814.283429
  nChanged 76
		SP:Iteration 20F (15241.030000 sec): 3 clusters
  Score: Raw -484554.202482 + Penalty 2696.377619 = -481857.824863
  nChanged 69
		SP:Iteration 21Q (15241.160000 sec): 3 clusters
  Score: Raw -484592.032470 + Penalty 2696.377619 = -481895.654851
  nChanged 53
		SP:Iteration 22Q (15241.340000 sec): 3 clusters
  Score: Raw -484623.067266 + Penalty 2696.377619 = -481926.689647
  nChanged 57
		SP:Iteration 23Q (15241.450000 sec): 3 clusters
  Score: Raw -484652.905463 + Penalty 2696.377619 = -481956.527844
  nChanged 41
		SP:Iteration 24Q (15241.610000 sec): 3 clusters
  Score: Raw -484675.975367 + Penalty 2696.377619 = -481979.597748
  nChanged 37
		SP:Iteration 25Q (15241.750000 sec): 3 clusters
  Score: Raw -484696.317631 + Penalty 2696.377619 = -481999.940012
  nChanged 24
		SP:Iteration 26Q (15241.920000 sec): 3 clusters
  Score: Raw -484708.115279 + Penalty 2696.377619 = -482011.737660
  nChanged 16
		SP:Iteration 27Q (15242.060000 sec): 3 clusters
  Score: Raw -484716.308420 + Penalty 2696.377619 = -482019.930801
  nChanged 15
		SP:Iteration 28Q (15242.200000 sec): 3 clusters
  Score: Raw -484722.672688 + Penalty 2696.377619 = -482026.295069
  nChanged 12
		SP:Iteration 29Q (15242.350000 sec): 3 clusters
  Score: Raw -484728.887027 + Penalty 2696.377619 = -482032.509408
  nChanged 10
		SP:Iteration 30Q (15242.530000 sec): 3 clusters
  Score: Raw -484734.019276 + Penalty 2696.377619 = -482037.641657
  nChanged 8
		SP:Iteration 31Q (15242.740000 sec): 3 clusters
  Score: Raw -484738.238098 + Penalty 2696.377619 = -482041.860478
  nChanged 7
		SP:Iteration 32Q (15242.900000 sec): 3 clusters
  Score: Raw -484743.582457 + Penalty 2696.377619 = -482047.204838
  nChanged 10
		SP:Iteration 33Q (15243.120000 sec): 3 clusters
  Score: Raw -484751.399577 + Penalty 2696.377619 = -482055.021958
  nChanged 10
		SP:Iteration 34Q (15243.270000 sec): 3 clusters
  Score: Raw -484763.082243 + Penalty 2696.377619 = -482066.704624
  nChanged 16
		SP:Iteration 35Q (15243.440000 sec): 3 clusters
  Score: Raw -484776.440110 + Penalty 2696.377619 = -482080.062491
  nChanged 8
		SP:Iteration 36Q (15243.610000 sec): 3 clusters
  Score: Raw -484782.108076 + Penalty 2696.377619 = -482085.730457
  nChanged 10
		SP:Iteration 37Q (15243.770000 sec): 3 clusters
  Score: Raw -484790.363065 + Penalty 2696.377619 = -482093.985446
  nChanged 13
		SP:Iteration 38Q (15243.940000 sec): 3 clusters
  Score: Raw -484799.048949 + Penalty 2696.377619 = -482102.671330
  nChanged 9
		SP:Iteration 39Q (15244.100000 sec): 3 clusters
  Score: Raw -484805.581051 + Penalty 2696.377619 = -482109.203431
  nChanged 11
		SP:Iteration 40F (15244.250000 sec): 3 clusters
  Score: Raw -484812.126764 + Penalty 2696.377619 = -482115.749145
  nChanged 5
		SP:Iteration 41Q (15244.420000 sec): 3 clusters
  Score: Raw -484814.881593 + Penalty 2696.377619 = -482118.503974
  nChanged 2
		SP:Iteration 42Q (15244.650000 sec): 3 clusters
  Score: Raw -484816.578277 + Penalty 2696.377619 = -482120.200658
  nChanged 3
		SP:Iteration 43Q (15244.820000 sec): 3 clusters
  Score: Raw -484818.569456 + Penalty 2696.377619 = -482122.191837
  nChanged 3
		SP:Iteration 44Q (15245.010000 sec): 3 clusters
  Score: Raw -484820.908767 + Penalty 2696.377619 = -482124.531148
  nChanged 1
		SP:Iteration 45Q (15245.200000 sec): 3 clusters
  Score: Raw -484821.273779 + Penalty 2696.377619 = -482124.896160
  nChanged 0
		SP:Iteration 46F (15245.380000 sec): 3 clusters
  Score: Raw -484821.273779 + Penalty 2696.377619 = -482124.896160
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 28 (5071 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (15245.510000 sec): 2 clusters
  Score: Raw -591044.560540 + Penalty 1386.335164 = -589658.225376
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (15245.750000 sec): 3 clusters
  Score: Raw -588385.293781 + Penalty 2772.670328 = -585612.623454
  nChanged 2084
		SP:Iteration 1F (15245.930000 sec): 3 clusters
  Score: Raw -589607.660411 + Penalty 2772.670328 = -586834.990084
  nChanged 448
		SP:Iteration 2F (15246.130000 sec): 3 clusters
  Score: Raw -590043.935371 + Penalty 2772.670328 = -587271.265043
  nChanged 435
		SP:Iteration 3F (15246.320000 sec): 3 clusters
  Score: Raw -590459.681745 + Penalty 2772.670328 = -587687.011417
  nChanged 331
		SP:Iteration 4F (15246.550000 sec): 3 clusters
  Score: Raw -590724.173575 + Penalty 2772.670328 = -587951.503247
  nChanged 250
		SP:Iteration 5Q (15246.830000 sec): 3 clusters
  Score: Raw -590900.317025 + Penalty 2772.670328 = -588127.646697
  nChanged 205
		SP:Iteration 6Q (15247.020000 sec): 3 clusters
  Score: Raw -591024.915921 + Penalty 2772.670328 = -588252.245593
  nChanged 149
		SP:Iteration 7Q (15247.160000 sec): 3 clusters
  Score: Raw -591107.632487 + Penalty 2772.670328 = -588334.962159
  nChanged 123
		SP:Iteration 8Q (15247.360000 sec): 3 clusters
  Score: Raw -591155.713260 + Penalty 2772.670328 = -588383.042933
  nChanged 84
		SP:Iteration 9Q (15247.500000 sec): 3 clusters
  Score: Raw -591180.224785 + Penalty 2772.670328 = -588407.554457
  nChanged 58
		SP:Iteration 10Q (15247.660000 sec): 3 clusters
  Score: Raw -591199.312110 + Penalty 2772.670328 = -588426.641783
  nChanged 58
		SP:Iteration 11Q (15247.860000 sec): 3 clusters
  Score: Raw -591219.407121 + Penalty 2772.670328 = -588446.736793
  nChanged 41
		SP:Iteration 12Q (15248.090000 sec): 3 clusters
  Score: Raw -591233.024505 + Penalty 2772.670328 = -588460.354177
  nChanged 31
		SP:Iteration 13Q (15248.290000 sec): 3 clusters
  Score: Raw -591242.462320 + Penalty 2772.670328 = -588469.791992
  nChanged 29
		SP:Iteration 14Q (15248.540000 sec): 3 clusters
  Score: Raw -591251.163089 + Penalty 2772.670328 = -588478.492761
  nChanged 21
		SP:Iteration 15Q (15248.750000 sec): 3 clusters
  Score: Raw -591258.865975 + Penalty 2772.670328 = -588486.195647
  nChanged 21
		SP:Iteration 16Q (15248.970000 sec): 3 clusters
  Score: Raw -591264.110132 + Penalty 2772.670328 = -588491.439804
  nChanged 18
		SP:Iteration 17Q (15249.200000 sec): 3 clusters
  Score: Raw -591268.353608 + Penalty 2772.670328 = -588495.683280
  nChanged 12
		SP:Iteration 18Q (15249.440000 sec): 3 clusters
  Score: Raw -591270.362694 + Penalty 2772.670328 = -588497.692366
  nChanged 9
		SP:Iteration 19Q (15249.620000 sec): 3 clusters
  Score: Raw -591271.808220 + Penalty 2772.670328 = -588499.137892
  nChanged 3
		SP:Iteration 20F (15249.860000 sec): 3 clusters
  Score: Raw -591272.483399 + Penalty 2772.670328 = -588499.813071
  nChanged 4
		SP:Iteration 21Q (15250.070000 sec): 3 clusters
  Score: Raw -591273.164591 + Penalty 2772.670328 = -588500.494263
  nChanged 2
		SP:Iteration 22Q (15250.210000 sec): 3 clusters
  Score: Raw -591273.715820 + Penalty 2772.670328 = -588501.045492
  nChanged 6
		SP:Iteration 23Q (15250.340000 sec): 3 clusters
  Score: Raw -591274.348151 + Penalty 2772.670328 = -588501.677823
  nChanged 0
		SP:Iteration 24F (15250.500000 sec): 3 clusters
  Score: Raw -591274.348151 + Penalty 2772.670328 = -588501.677823
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 29 (8062 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (15250.660000 sec): 2 clusters
  Score: Raw -918528.033193 + Penalty 1461.674003 = -917066.359190
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (15250.910000 sec): 3 clusters
  Score: Raw -914082.236203 + Penalty 2923.348007 = -911158.888196
  nChanged 3430
		SP:Iteration 1F (15251.140000 sec): 3 clusters
  Score: Raw -916111.315611 + Penalty 2923.348007 = -913187.967604
  nChanged 626
		SP:Iteration 2F (15251.360000 sec): 3 clusters
  Score: Raw -916512.104002 + Penalty 2923.348007 = -913588.755995
  nChanged 553
		SP:Iteration 3F (15251.580000 sec): 3 clusters
  Score: Raw -916855.435388 + Penalty 2923.348007 = -913932.087381
  nChanged 499
		SP:Iteration 4F (15251.810000 sec): 3 clusters
  Score: Raw -917162.806201 + Penalty 2923.348007 = -914239.458194
  nChanged 464
		SP:Iteration 5F (15252.080000 sec): 3 clusters
  Score: Raw -917459.478880 + Penalty 2923.348007 = -914536.130873
  nChanged 441
		SP:Iteration 6F (15252.300000 sec): 3 clusters
  Score: Raw -917754.795943 + Penalty 2923.348007 = -914831.447937
  nChanged 357
		SP:Iteration 7Q (15252.480000 sec): 3 clusters
  Score: Raw -918004.725320 + Penalty 2923.348007 = -915081.377314
  nChanged 321
		SP:Iteration 8Q (15252.660000 sec): 3 clusters
  Score: Raw -918238.582513 + Penalty 2923.348007 = -915315.234506
  nChanged 283
		SP:Iteration 9Q (15252.880000 sec): 3 clusters
  Score: Raw -918436.109741 + Penalty 2923.348007 = -915512.761735
  nChanged 218
		SP:Iteration 10Q (15253.030000 sec): 3 clusters
  Score: Raw -918584.725774 + Penalty 2923.348007 = -915661.377767
  nChanged 173
		SP:Iteration 11Q (15253.270000 sec): 3 clusters
  Score: Raw -918700.145517 + Penalty 2923.348007 = -915776.797510
  nChanged 144
		SP:Iteration 12Q (15253.520000 sec): 3 clusters
  Score: Raw -918789.871890 + Penalty 2923.348007 = -915866.523883
  nChanged 100
		SP:Iteration 13Q (15253.760000 sec): 3 clusters
  Score: Raw -918842.262905 + Penalty 2923.348007 = -915918.914898
  nChanged 77
		SP:Iteration 14Q (15254.020000 sec): 3 clusters
  Score: Raw -918877.430563 + Penalty 2923.348007 = -915954.082556
  nChanged 71
		SP:Iteration 15Q (15254.260000 sec): 3 clusters
  Score: Raw -918918.248974 + Penalty 2923.348007 = -915994.900967
  nChanged 64
		SP:Iteration 16Q (15254.400000 sec): 3 clusters
  Score: Raw -918956.252469 + Penalty 2923.348007 = -916032.904462
  nChanged 68
		SP:Iteration 17Q (15254.580000 sec): 3 clusters
  Score: Raw -919003.655041 + Penalty 2923.348007 = -916080.307034
  nChanged 63
		SP:Iteration 18Q (15254.780000 sec): 3 clusters
  Score: Raw -919042.778492 + Penalty 2923.348007 = -916119.430486
  nChanged 42
		SP:Iteration 19Q (15254.970000 sec): 3 clusters
  Score: Raw -919065.560461 + Penalty 2923.348007 = -916142.212454
  nChanged 36
		SP:Iteration 20F (15255.180000 sec): 3 clusters
  Score: Raw -919085.872681 + Penalty 2923.348007 = -916162.524674
  nChanged 24
		SP:Iteration 21Q (15255.390000 sec): 3 clusters
  Score: Raw -919097.606256 + Penalty 2923.348007 = -916174.258249
  nChanged 16
		SP:Iteration 22Q (15255.600000 sec): 3 clusters
  Score: Raw -919103.361407 + Penalty 2923.348007 = -916180.013401
  nChanged 9
		SP:Iteration 23Q (15255.800000 sec): 3 clusters
  Score: Raw -919106.541663 + Penalty 2923.348007 = -916183.193657
  nChanged 9
		SP:Iteration 24Q (15256.000000 sec): 3 clusters
  Score: Raw -919109.509817 + Penalty 2923.348007 = -916186.161810
  nChanged 6
		SP:Iteration 25Q (15256.190000 sec): 3 clusters
  Score: Raw -919111.645395 + Penalty 2923.348007 = -916188.297389
  nChanged 4
		SP:Iteration 26Q (15256.390000 sec): 3 clusters
  Score: Raw -919112.790919 + Penalty 2923.348007 = -916189.442912
  nChanged 7
		SP:Iteration 27Q (15256.550000 sec): 3 clusters
  Score: Raw -919115.361888 + Penalty 2923.348007 = -916192.013882
  nChanged 4
		SP:Iteration 28Q (15256.750000 sec): 3 clusters
  Score: Raw -919117.468693 + Penalty 2923.348007 = -916194.120686
  nChanged 6
		SP:Iteration 29Q (15256.880000 sec): 3 clusters
  Score: Raw -919121.568214 + Penalty 2923.348007 = -916198.220208
  nChanged 2
		SP:Iteration 30Q (15257.070000 sec): 3 clusters
  Score: Raw -919122.332010 + Penalty 2923.348007 = -916198.984003
  nChanged 1
		SP:Iteration 31Q (15257.230000 sec): 3 clusters
  Score: Raw -919122.747704 + Penalty 2923.348007 = -916199.399697
  nChanged 1
		SP:Iteration 32Q (15257.450000 sec): 3 clusters
  Score: Raw -919123.237996 + Penalty 2923.348007 = -916199.889989
  nChanged 2
		SP:Iteration 33Q (15257.630000 sec): 3 clusters
  Score: Raw -919124.073243 + Penalty 2923.348007 = -916200.725236
  nChanged 1
		SP:Iteration 34Q (15257.910000 sec): 3 clusters
  Score: Raw -919124.536455 + Penalty 2923.348007 = -916201.188448
  nChanged 3
		SP:Iteration 35Q (15258.140000 sec): 3 clusters
  Score: Raw -919125.623485 + Penalty 2923.348007 = -916202.275478
  nChanged 3
		SP:Iteration 36Q (15258.310000 sec): 3 clusters
  Score: Raw -919126.404676 + Penalty 2923.348007 = -916203.056669
  nChanged 4
		SP:Iteration 37Q (15258.540000 sec): 3 clusters
  Score: Raw -919127.937313 + Penalty 2923.348007 = -916204.589306
  nChanged 3
		SP:Iteration 38Q (15258.820000 sec): 3 clusters
  Score: Raw -919129.187738 + Penalty 2923.348007 = -916205.839731
  nChanged 3
		SP:Iteration 39Q (15259.040000 sec): 3 clusters
  Score: Raw -919130.163462 + Penalty 2923.348007 = -916206.815456
  nChanged 2
		SP:Iteration 40F (15259.230000 sec): 3 clusters
  Score: Raw -919130.794277 + Penalty 2923.348007 = -916207.446270
  nChanged 2
		SP:Iteration 41Q (15259.360000 sec): 3 clusters
  Score: Raw -919131.393039 + Penalty 2923.348007 = -916208.045032
  nChanged 1
		SP:Iteration 42Q (15259.490000 sec): 3 clusters
  Score: Raw -919131.618577 + Penalty 2923.348007 = -916208.270570
  nChanged 0
		SP:Iteration 43F (15259.620000 sec): 3 clusters
  Score: Raw -919131.618577 + Penalty 2923.348007 = -916208.270570
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 30 (23124 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (15259.880000 sec): 2 clusters
  Score: Raw -2869860.007710 + Penalty 1632.901777 = -2868227.105933
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (15260.140000 sec): 3 clusters
  Score: Raw -2855866.648859 + Penalty 3265.803553 = -2852600.845305
  nChanged 10522
		SP:Iteration 1F (15260.400000 sec): 3 clusters
  Score: Raw -2861607.756468 + Penalty 3265.803553 = -2858341.952915
  nChanged 1430
		SP:Iteration 2F (15260.740000 sec): 3 clusters
  Score: Raw -2862436.636586 + Penalty 3265.803553 = -2859170.833033
  nChanged 1657
		SP:Iteration 3F (15261.050000 sec): 3 clusters
  Score: Raw -2863596.831950 + Penalty 3265.803553 = -2860331.028396
  nChanged 1839
		SP:Iteration 4F (15261.460000 sec): 3 clusters
  Score: Raw -2865036.929080 + Penalty 3265.803553 = -2861771.125526
  nChanged 1796
		SP:Iteration 5F (15261.680000 sec): 3 clusters
  Score: Raw -2866451.982724 + Penalty 3265.803553 = -2863186.179171
  nChanged 1657
		SP:Iteration 6F (15262.000000 sec): 3 clusters
  Score: Raw -2867606.234901 + Penalty 3265.803553 = -2864340.431347
  nChanged 1365
		SP:Iteration 7F (15262.350000 sec): 3 clusters
  Score: Raw -2868398.406571 + Penalty 3265.803553 = -2865132.603018
  nChanged 996
		SP:Iteration 8Q (15262.710000 sec): 3 clusters
  Score: Raw -2868861.895577 + Penalty 3265.803553 = -2865596.092023
  nChanged 693
		SP:Iteration 9Q (15263.030000 sec): 3 clusters
  Score: Raw -2869118.264383 + Penalty 3265.803553 = -2865852.460830
  nChanged 510
		SP:Iteration 10Q (15263.400000 sec): 3 clusters
  Score: Raw -2869252.763201 + Penalty 3265.803553 = -2865986.959648
  nChanged 358
		SP:Iteration 11Q (15263.810000 sec): 3 clusters
  Score: Raw -2869321.440459 + Penalty 3265.803553 = -2866055.636906
  nChanged 233
		SP:Iteration 12Q (15264.100000 sec): 3 clusters
  Score: Raw -2869353.308632 + Penalty 3265.803553 = -2866087.505078
  nChanged 146
		SP:Iteration 13Q (15264.460000 sec): 3 clusters
  Score: Raw -2869368.920034 + Penalty 3265.803553 = -2866103.116481
  nChanged 125
		SP:Iteration 14Q (15264.840000 sec): 3 clusters
  Score: Raw -2869381.802988 + Penalty 3265.803553 = -2866115.999435
  nChanged 99
		SP:Iteration 15Q (15265.140000 sec): 3 clusters
  Score: Raw -2869392.990616 + Penalty 3265.803553 = -2866127.187062
  nChanged 98
		SP:Iteration 16Q (15265.500000 sec): 3 clusters
  Score: Raw -2869402.458942 + Penalty 3265.803553 = -2866136.655389
  nChanged 86
		SP:Iteration 17Q (15265.880000 sec): 3 clusters
  Score: Raw -2869410.918777 + Penalty 3265.803553 = -2866145.115223
  nChanged 91
		SP:Iteration 18Q (15266.190000 sec): 3 clusters
  Score: Raw -2869420.293609 + Penalty 3265.803553 = -2866154.490056
  nChanged 85
		SP:Iteration 19Q (15266.550000 sec): 3 clusters
  Score: Raw -2869428.271238 + Penalty 3265.803553 = -2866162.467684
  nChanged 73
		SP:Iteration 20F (15266.890000 sec): 3 clusters
  Score: Raw -2869434.733702 + Penalty 3265.803553 = -2866168.930148
  nChanged 72
		SP:Iteration 21Q (15267.220000 sec): 3 clusters
  Score: Raw -2869441.671353 + Penalty 3265.803553 = -2866175.867800
  nChanged 73
		SP:Iteration 22Q (15267.540000 sec): 3 clusters
  Score: Raw -2869448.548674 + Penalty 3265.803553 = -2866182.745121
  nChanged 66
		SP:Iteration 23Q (15267.980000 sec): 3 clusters
  Score: Raw -2869455.520405 + Penalty 3265.803553 = -2866189.716851
  nChanged 73
		SP:Iteration 24Q (15268.250000 sec): 3 clusters
  Score: Raw -2869463.530174 + Penalty 3265.803553 = -2866197.726620
  nChanged 83
		SP:Iteration 25Q (15268.590000 sec): 3 clusters
  Score: Raw -2869471.565320 + Penalty 3265.803553 = -2866205.761766
  nChanged 75
		SP:Iteration 26Q (15268.940000 sec): 3 clusters
  Score: Raw -2869478.823295 + Penalty 3265.803553 = -2866213.019741
  nChanged 66
		SP:Iteration 27Q (15269.300000 sec): 3 clusters
  Score: Raw -2869484.437140 + Penalty 3265.803553 = -2866218.633587
  nChanged 62
		SP:Iteration 28Q (15269.620000 sec): 3 clusters
  Score: Raw -2869490.384437 + Penalty 3265.803553 = -2866224.580883
  nChanged 64
		SP:Iteration 29Q (15269.920000 sec): 3 clusters
  Score: Raw -2869496.996970 + Penalty 3265.803553 = -2866231.193416
  nChanged 77
		SP:Iteration 30Q (15270.270000 sec): 3 clusters
  Score: Raw -2869503.982268 + Penalty 3265.803553 = -2866238.178714
  nChanged 75
		SP:Iteration 31Q (15270.660000 sec): 3 clusters
  Score: Raw -2869510.240424 + Penalty 3265.803553 = -2866244.436870
  nChanged 71
		SP:Iteration 32Q (15271.010000 sec): 3 clusters
  Score: Raw -2869517.473362 + Penalty 3265.803553 = -2866251.669808
  nChanged 85
		SP:Iteration 33Q (15271.370000 sec): 3 clusters
  Score: Raw -2869526.088332 + Penalty 3265.803553 = -2866260.284778
  nChanged 81
		SP:Iteration 34Q (15271.730000 sec): 3 clusters
  Score: Raw -2869535.108482 + Penalty 3265.803553 = -2866269.304929
  nChanged 93
		SP:Iteration 35Q (15272.070000 sec): 3 clusters
  Score: Raw -2869547.667797 + Penalty 3265.803553 = -2866281.864243
  nChanged 109
		SP:Iteration 36Q (15272.430000 sec): 3 clusters
  Score: Raw -2869562.097932 + Penalty 3265.803553 = -2866296.294378
  nChanged 135
		SP:Iteration 37Q (15272.780000 sec): 3 clusters
  Score: Raw -2869582.969834 + Penalty 3265.803553 = -2866317.166280
  nChanged 152
		SP:Iteration 38Q (15273.130000 sec): 3 clusters
  Score: Raw -2869606.145079 + Penalty 3265.803553 = -2866340.341526
  nChanged 150
		SP:Iteration 39Q (15273.490000 sec): 3 clusters
  Score: Raw -2869631.150432 + Penalty 3265.803553 = -2866365.346878
  nChanged 154
		SP:Iteration 40F (15273.830000 sec): 3 clusters
  Score: Raw -2869658.809567 + Penalty 3265.803553 = -2866393.006014
  nChanged 173
		SP:Iteration 41Q (15274.190000 sec): 3 clusters
  Score: Raw -2869688.317952 + Penalty 3265.803553 = -2866422.514398
  nChanged 167
		SP:Iteration 42Q (15274.530000 sec): 3 clusters
  Score: Raw -2869715.090074 + Penalty 3265.803553 = -2866449.286520
  nChanged 175
		SP:Iteration 43Q (15274.890000 sec): 3 clusters
  Score: Raw -2869746.186511 + Penalty 3265.803553 = -2866480.382957
  nChanged 158
		SP:Iteration 44Q (15275.240000 sec): 3 clusters
  Score: Raw -2869772.724875 + Penalty 3265.803553 = -2866506.921322
  nChanged 165
		SP:Iteration 45Q (15275.610000 sec): 3 clusters
  Score: Raw -2869801.514088 + Penalty 3265.803553 = -2866535.710534
  nChanged 169
		SP:Iteration 46Q (15275.950000 sec): 3 clusters
  Score: Raw -2869831.971847 + Penalty 3265.803553 = -2866566.168294
  nChanged 153
		SP:Iteration 47Q (15276.280000 sec): 3 clusters
  Score: Raw -2869859.071099 + Penalty 3265.803553 = -2866593.267546
  nChanged 158
		SP:Iteration 48Q (15276.590000 sec): 3 clusters
  Score: Raw -2869889.003308 + Penalty 3265.803553 = -2866623.199755
  nChanged 160
		SP:Iteration 49Q (15276.830000 sec): 3 clusters
  Score: Raw -2869920.489955 + Penalty 3265.803553 = -2866654.686402
  nChanged 170
		SP:Iteration 50Q (15277.080000 sec): 3 clusters
  Score: Raw -2869955.792167 + Penalty 3265.803553 = -2866689.988614
  nChanged 161
		SP:Iteration 51Q (15277.340000 sec): 3 clusters
  Score: Raw -2869988.502483 + Penalty 3265.803553 = -2866722.698929
  nChanged 153
		SP:Iteration 52Q (15277.670000 sec): 3 clusters
  Score: Raw -2870019.508757 + Penalty 3265.803553 = -2866753.705204
  nChanged 153
		SP:Iteration 53Q (15277.950000 sec): 3 clusters
  Score: Raw -2870047.968007 + Penalty 3265.803553 = -2866782.164454
  nChanged 136
		SP:Iteration 54Q (15278.320000 sec): 3 clusters
  Score: Raw -2870073.209999 + Penalty 3265.803553 = -2866807.406446
  nChanged 128
		SP:Iteration 55Q (15278.610000 sec): 3 clusters
  Score: Raw -2870098.926973 + Penalty 3265.803553 = -2866833.123419
  nChanged 122
		SP:Iteration 56Q (15278.980000 sec): 3 clusters
  Score: Raw -2870123.638599 + Penalty 3265.803553 = -2866857.835046
  nChanged 110
		SP:Iteration 57Q (15279.300000 sec): 3 clusters
  Score: Raw -2870146.345882 + Penalty 3265.803553 = -2866880.542329
  nChanged 106
		SP:Iteration 58Q (15279.600000 sec): 3 clusters
  Score: Raw -2870167.843449 + Penalty 3265.803553 = -2866902.039896
  nChanged 109
		SP:Iteration 59Q (15279.910000 sec): 3 clusters
  Score: Raw -2870188.715004 + Penalty 3265.803553 = -2866922.911450
  nChanged 97
		SP:Iteration 60F (15280.160000 sec): 3 clusters
  Score: Raw -2870207.182522 + Penalty 3265.803553 = -2866941.378969
  nChanged 91
		SP:Iteration 61Q (15280.490000 sec): 3 clusters
  Score: Raw -2870228.214549 + Penalty 3265.803553 = -2866962.410996
  nChanged 93
		SP:Iteration 62Q (15280.790000 sec): 3 clusters
  Score: Raw -2870249.880555 + Penalty 3265.803553 = -2866984.077001
  nChanged 95
		SP:Iteration 63Q (15281.100000 sec): 3 clusters
  Score: Raw -2870276.601517 + Penalty 3265.803553 = -2867010.797964
  nChanged 102
		SP:Iteration 64Q (15281.490000 sec): 3 clusters
  Score: Raw -2870300.100659 + Penalty 3265.803553 = -2867034.297106
  nChanged 105
		SP:Iteration 65Q (15281.820000 sec): 3 clusters
  Score: Raw -2870320.712721 + Penalty 3265.803553 = -2867054.909167
  nChanged 85
		SP:Iteration 66Q (15282.140000 sec): 3 clusters
  Score: Raw -2870338.371980 + Penalty 3265.803553 = -2867072.568427
  nChanged 79
		SP:Iteration 67Q (15282.530000 sec): 3 clusters
  Score: Raw -2870354.339540 + Penalty 3265.803553 = -2867088.535987
  nChanged 58
		SP:Iteration 68Q (15282.850000 sec): 3 clusters
  Score: Raw -2870365.481870 + Penalty 3265.803553 = -2867099.678316
  nChanged 65
		SP:Iteration 69Q (15283.180000 sec): 3 clusters
  Score: Raw -2870377.854592 + Penalty 3265.803553 = -2867112.051038
  nChanged 59
		SP:Iteration 70Q (15283.470000 sec): 3 clusters
  Score: Raw -2870389.618442 + Penalty 3265.803553 = -2867123.814888
  nChanged 57
		SP:Iteration 71Q (15283.830000 sec): 3 clusters
  Score: Raw -2870401.248779 + Penalty 3265.803553 = -2867135.445225
  nChanged 41
		SP:Iteration 72Q (15284.160000 sec): 3 clusters
  Score: Raw -2870407.960476 + Penalty 3265.803553 = -2867142.156923
  nChanged 32
		SP:Iteration 73Q (15284.470000 sec): 3 clusters
  Score: Raw -2870412.416599 + Penalty 3265.803553 = -2867146.613046
  nChanged 30
		SP:Iteration 74Q (15284.800000 sec): 3 clusters
  Score: Raw -2870417.927070 + Penalty 3265.803553 = -2867152.123516
  nChanged 31
		SP:Iteration 75Q (15285.140000 sec): 3 clusters
  Score: Raw -2870423.191072 + Penalty 3265.803553 = -2867157.387518
  nChanged 24
		SP:Iteration 76Q (15285.390000 sec): 3 clusters
  Score: Raw -2870427.665151 + Penalty 3265.803553 = -2867161.861598
  nChanged 23
		SP:Iteration 77Q (15285.650000 sec): 3 clusters
  Score: Raw -2870432.487223 + Penalty 3265.803553 = -2867166.683670
  nChanged 30
		SP:Iteration 78Q (15285.980000 sec): 3 clusters
  Score: Raw -2870437.876010 + Penalty 3265.803553 = -2867172.072457
  nChanged 20
		SP:Iteration 79Q (15286.330000 sec): 3 clusters
  Score: Raw -2870440.916689 + Penalty 3265.803553 = -2867175.113136
  nChanged 15
		SP:Iteration 80F (15286.620000 sec): 3 clusters
  Score: Raw -2870443.332498 + Penalty 3265.803553 = -2867177.528945
  nChanged 14
		SP:Iteration 81Q (15286.970000 sec): 3 clusters
  Score: Raw -2870445.175517 + Penalty 3265.803553 = -2867179.371963
  nChanged 8
		SP:Iteration 82Q (15287.330000 sec): 3 clusters
  Score: Raw -2870446.309450 + Penalty 3265.803553 = -2867180.505897
  nChanged 6
		SP:Iteration 83Q (15287.610000 sec): 3 clusters
  Score: Raw -2870447.211021 + Penalty 3265.803553 = -2867181.407467
  nChanged 10
		SP:Iteration 84Q (15287.900000 sec): 3 clusters
  Score: Raw -2870448.771453 + Penalty 3265.803553 = -2867182.967900
  nChanged 5
		SP:Iteration 85Q (15288.240000 sec): 3 clusters
  Score: Raw -2870449.706921 + Penalty 3265.803553 = -2867183.903368
  nChanged 9
		SP:Iteration 86Q (15288.590000 sec): 3 clusters
  Score: Raw -2870451.036080 + Penalty 3265.803553 = -2867185.232527
  nChanged 6
		SP:Iteration 87Q (15288.930000 sec): 3 clusters
  Score: Raw -2870451.663327 + Penalty 3265.803553 = -2867185.859774
  nChanged 3
		SP:Iteration 88Q (15289.270000 sec): 3 clusters
  Score: Raw -2870451.946948 + Penalty 3265.803553 = -2867186.143395
  nChanged 2
		SP:Iteration 89Q (15289.590000 sec): 3 clusters
  Score: Raw -2870452.291049 + Penalty 3265.803553 = -2867186.487496
  nChanged 4
		SP:Iteration 90Q (15289.930000 sec): 3 clusters
  Score: Raw -2870453.082003 + Penalty 3265.803553 = -2867187.278449
  nChanged 3
		SP:Iteration 91Q (15290.350000 sec): 3 clusters
  Score: Raw -2870453.389385 + Penalty 3265.803553 = -2867187.585831
  nChanged 1
		SP:Iteration 92Q (15290.630000 sec): 3 clusters
  Score: Raw -2870453.666492 + Penalty 3265.803553 = -2867187.862939
  nChanged 2
		SP:Iteration 93Q (15290.980000 sec): 3 clusters
  Score: Raw -2870453.860705 + Penalty 3265.803553 = -2867188.057151
  nChanged 1
		SP:Iteration 94Q (15291.340000 sec): 3 clusters
  Score: Raw -2870454.011027 + Penalty 3265.803553 = -2867188.207474
  nChanged 1
		SP:Iteration 95Q (15291.670000 sec): 3 clusters
  Score: Raw -2870454.175623 + Penalty 3265.803553 = -2867188.372069
  nChanged 2
		SP:Iteration 96Q (15292.060000 sec): 3 clusters
  Score: Raw -2870454.742197 + Penalty 3265.803553 = -2867188.938644
  nChanged 2
		SP:Iteration 97Q (15292.430000 sec): 3 clusters
  Score: Raw -2870455.035156 + Penalty 3265.803553 = -2867189.231603
  nChanged 3
		SP:Iteration 98Q (15292.790000 sec): 3 clusters
  Score: Raw -2870455.412671 + Penalty 3265.803553 = -2867189.609118
  nChanged 2
		SP:Iteration 99Q (15293.110000 sec): 3 clusters
  Score: Raw -2870455.603640 + Penalty 3265.803553 = -2867189.800087
  nChanged 2
		SP:Iteration 100F (15293.410000 sec): 3 clusters
  Score: Raw -2870455.870220 + Penalty 3265.803553 = -2867190.066666
  nChanged 2
		SP:Iteration 101Q (15293.810000 sec): 3 clusters
  Score: Raw -2870456.458412 + Penalty 3265.803553 = -2867190.654858
  nChanged 5
		SP:Iteration 102Q (15294.170000 sec): 3 clusters
  Score: Raw -2870457.415455 + Penalty 3265.803553 = -2867191.611902
  nChanged 3
		SP:Iteration 103Q (15294.590000 sec): 3 clusters
  Score: Raw -2870457.898690 + Penalty 3265.803553 = -2867192.095136
  nChanged 4
		SP:Iteration 104Q (15294.950000 sec): 3 clusters
  Score: Raw -2870458.606022 + Penalty 3265.803553 = -2867192.802468
  nChanged 4
		SP:Iteration 105Q (15295.280000 sec): 3 clusters
  Score: Raw -2870459.213394 + Penalty 3265.803553 = -2867193.409841
  nChanged 3
		SP:Iteration 106Q (15295.640000 sec): 3 clusters
  Score: Raw -2870459.880438 + Penalty 3265.803553 = -2867194.076885
  nChanged 1
		SP:Iteration 107Q (15296.030000 sec): 3 clusters
  Score: Raw -2870460.084398 + Penalty 3265.803553 = -2867194.280844
  nChanged 0
		SP:Iteration 108F (15296.420000 sec): 3 clusters
  Score: Raw -2870460.084398 + Penalty 3265.803553 = -2867194.280844
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 31 (598 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (15296.570000 sec): 2 clusters
  Score: Raw -63153.272274 + Penalty 1038.958498 = -62114.313776
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (15296.720000 sec): 3 clusters
  Score: Raw -63078.201462 + Penalty 2077.916995 = -61000.284467
  nChanged 161
		SP:Iteration 1F (15296.920000 sec): 3 clusters
  Score: Raw -63381.228315 + Penalty 2077.916995 = -61303.311320
  nChanged 50
		SP:Iteration 2F (15297.130000 sec): 3 clusters
  Score: Raw -63529.144203 + Penalty 2077.916995 = -61451.227208
  nChanged 41
		SP:Iteration 3F (15297.330000 sec): 3 clusters
  Score: Raw -63641.924887 + Penalty 2077.916995 = -61564.007892
  nChanged 38
		SP:Iteration 4F (15297.550000 sec): 3 clusters
  Score: Raw -63734.155039 + Penalty 2077.916995 = -61656.238044
  nChanged 32
		SP:Iteration 5F (15297.680000 sec): 3 clusters
  Score: Raw -63844.676148 + Penalty 2077.916995 = -61766.759153
  nChanged 27
		SP:Iteration 6Q (15297.810000 sec): 3 clusters
  Score: Raw -63917.588134 + Penalty 2077.916995 = -61839.671139
  nChanged 14
		SP:Iteration 7Q (15297.950000 sec): 3 clusters
  Score: Raw -63968.115833 + Penalty 2077.916995 = -61890.198838
  nChanged 7
		SP:Iteration 8Q (15298.080000 sec): 3 clusters
  Score: Raw -63990.235508 + Penalty 2077.916995 = -61912.318513
  nChanged 2
		SP:Iteration 9Q (15298.200000 sec): 3 clusters
  Score: Raw -63995.513341 + Penalty 2077.916995 = -61917.596345
  nChanged 4
		SP:Iteration 10Q (15298.400000 sec): 3 clusters
  Score: Raw -64004.299998 + Penalty 2077.916995 = -61926.383003
  nChanged 2
		SP:Iteration 11Q (15298.530000 sec): 3 clusters
  Score: Raw -64007.614107 + Penalty 2077.916995 = -61929.697112
  nChanged 2
		SP:Iteration 12Q (15298.700000 sec): 3 clusters
  Score: Raw -64011.267668 + Penalty 2077.916995 = -61933.350673
  nChanged 1
		SP:Iteration 13Q (15298.910000 sec): 3 clusters
  Score: Raw -64012.384291 + Penalty 2077.916995 = -61934.467296
  nChanged 1
		SP:Iteration 14Q (15299.090000 sec): 3 clusters
  Score: Raw -64012.676156 + Penalty 2077.916995 = -61934.759161
  nChanged 0
		SP:Iteration 15F (15299.310000 sec): 3 clusters
  Score: Raw -64015.216692 + Penalty 2077.916995 = -61937.299697
  nChanged 2
		SP:Iteration 16Q (15299.460000 sec): 3 clusters
  Score: Raw -64050.284837 + Penalty 2077.916995 = -61972.367842
  nChanged 3
		SP:Iteration 17Q (15299.600000 sec): 3 clusters
  Score: Raw -64066.241803 + Penalty 2077.916995 = -61988.324808
  nChanged 4
		SP:Iteration 18Q (15299.730000 sec): 3 clusters
  Score: Raw -64076.351764 + Penalty 2077.916995 = -61998.434769
  nChanged 3
		SP:Iteration 19Q (15299.860000 sec): 3 clusters
  Score: Raw -64084.883723 + Penalty 2077.916995 = -62006.966728
  nChanged 1
		SP:Iteration 20F (15300.000000 sec): 3 clusters
  Score: Raw -64085.838922 + Penalty 2077.916995 = -62007.921927
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 32 (7771 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (15300.150000 sec): 2 clusters
  Score: Raw -944414.071725 + Penalty 1455.700047 = -942958.371678
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (15300.350000 sec): 3 clusters
  Score: Raw -940118.760131 + Penalty 2911.400094 = -937207.360037
  nChanged 3353
		SP:Iteration 1F (15300.540000 sec): 3 clusters
  Score: Raw -941912.601287 + Penalty 2911.400094 = -939001.201193
  nChanged 473
		SP:Iteration 2F (15300.740000 sec): 3 clusters
  Score: Raw -942155.766702 + Penalty 2911.400094 = -939244.366608
  nChanged 417
		SP:Iteration 3F (15300.950000 sec): 3 clusters
  Score: Raw -942368.586911 + Penalty 2911.400094 = -939457.186817
  nChanged 364
		SP:Iteration 4Q (15301.140000 sec): 3 clusters
  Score: Raw -942550.258870 + Penalty 2911.400094 = -939638.858776
  nChanged 337
		SP:Iteration 5Q (15301.360000 sec): 3 clusters
  Score: Raw -942743.240522 + Penalty 2911.400094 = -939831.840428
  nChanged 334
		SP:Iteration 6Q (15301.600000 sec): 3 clusters
  Score: Raw -942950.822660 + Penalty 2911.400094 = -940039.422566
  nChanged 344
		SP:Iteration 7Q (15301.770000 sec): 3 clusters
  Score: Raw -943203.677588 + Penalty 2911.400094 = -940292.277494
  nChanged 405
		SP:Iteration 8F (15301.990000 sec): 3 clusters
  Score: Raw -943503.039317 + Penalty 2911.400094 = -940591.639223
  nChanged 358
		SP:Iteration 9Q (15302.190000 sec): 3 clusters
  Score: Raw -943723.930748 + Penalty 2911.400094 = -940812.530654
  nChanged 320
		SP:Iteration 10Q (15302.340000 sec): 3 clusters
  Score: Raw -943913.057051 + Penalty 2911.400094 = -941001.656957
  nChanged 274
		SP:Iteration 11Q (15302.600000 sec): 3 clusters
  Score: Raw -944061.620433 + Penalty 2911.400094 = -941150.220339
  nChanged 235
		SP:Iteration 12Q (15302.860000 sec): 3 clusters
  Score: Raw -944187.112773 + Penalty 2911.400094 = -941275.712679
  nChanged 200
		SP:Iteration 13Q (15303.030000 sec): 3 clusters
  Score: Raw -944282.022767 + Penalty 2911.400094 = -941370.622673
  nChanged 167
		SP:Iteration 14Q (15303.210000 sec): 3 clusters
  Score: Raw -944356.595254 + Penalty 2911.400094 = -941445.195160
  nChanged 150
		SP:Iteration 15Q (15303.370000 sec): 3 clusters
  Score: Raw -944417.319084 + Penalty 2911.400094 = -941505.918990
  nChanged 139
		SP:Iteration 16Q (15303.550000 sec): 3 clusters
  Score: Raw -944467.644480 + Penalty 2911.400094 = -941556.244386
  nChanged 118
		SP:Iteration 17Q (15303.750000 sec): 3 clusters
  Score: Raw -944508.698041 + Penalty 2911.400094 = -941597.297947
  nChanged 110
		SP:Iteration 18Q (15304.000000 sec): 3 clusters
  Score: Raw -944542.954352 + Penalty 2911.400094 = -941631.554258
  nChanged 79
		SP:Iteration 19Q (15304.270000 sec): 3 clusters
  Score: Raw -944563.716242 + Penalty 2911.400094 = -941652.316148
  nChanged 56
		SP:Iteration 20F (15304.520000 sec): 3 clusters
  Score: Raw -944574.230253 + Penalty 2911.400094 = -941662.830159
  nChanged 41
		SP:Iteration 21Q (15304.750000 sec): 3 clusters
  Score: Raw -944580.253784 + Penalty 2911.400094 = -941668.853690
  nChanged 28
		SP:Iteration 22Q (15304.910000 sec): 3 clusters
  Score: Raw -944585.018214 + Penalty 2911.400094 = -941673.618120
  nChanged 27
		SP:Iteration 23Q (15305.150000 sec): 3 clusters
  Score: Raw -944588.309045 + Penalty 2911.400094 = -941676.908951
  nChanged 14
		SP:Iteration 24Q (15305.320000 sec): 3 clusters
  Score: Raw -944590.542053 + Penalty 2911.400094 = -941679.141959
  nChanged 15
		SP:Iteration 25Q (15305.540000 sec): 3 clusters
  Score: Raw -944592.467689 + Penalty 2911.400094 = -941681.067595
  nChanged 17
		SP:Iteration 26Q (15305.790000 sec): 3 clusters
  Score: Raw -944594.948463 + Penalty 2911.400094 = -941683.548369
  nChanged 12
		SP:Iteration 27Q (15306.020000 sec): 3 clusters
  Score: Raw -944596.564461 + Penalty 2911.400094 = -941685.164367
  nChanged 7
		SP:Iteration 28Q (15306.230000 sec): 3 clusters
  Score: Raw -944598.122682 + Penalty 2911.400094 = -941686.722588
  nChanged 6
		SP:Iteration 29Q (15306.490000 sec): 3 clusters
  Score: Raw -944599.050221 + Penalty 2911.400094 = -941687.650127
  nChanged 8
		SP:Iteration 30Q (15306.670000 sec): 3 clusters
  Score: Raw -944600.055540 + Penalty 2911.400094 = -941688.655446
  nChanged 6
		SP:Iteration 31Q (15306.920000 sec): 3 clusters
  Score: Raw -944600.712953 + Penalty 2911.400094 = -941689.312859
  nChanged 9
		SP:Iteration 32Q (15307.090000 sec): 3 clusters
  Score: Raw -944601.479382 + Penalty 2911.400094 = -941690.079288
  nChanged 5
		SP:Iteration 33Q (15307.300000 sec): 3 clusters
  Score: Raw -944601.940615 + Penalty 2911.400094 = -941690.540521
  nChanged 4
		SP:Iteration 34Q (15307.420000 sec): 3 clusters
  Score: Raw -944602.428794 + Penalty 2911.400094 = -941691.028700
  nChanged 5
		SP:Iteration 35Q (15307.750000 sec): 3 clusters
  Score: Raw -944602.752418 + Penalty 2911.400094 = -941691.352324
  nChanged 1
		SP:Iteration 36Q (15308.000000 sec): 3 clusters
  Score: Raw -944602.843975 + Penalty 2911.400094 = -941691.443881
  nChanged 0
		SP:Iteration 37F (15308.180000 sec): 3 clusters
  Score: Raw -944602.843975 + Penalty 2911.400094 = -941691.443881
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 33 (1911 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (15308.280000 sec): 2 clusters
  Score: Raw -224402.211751 + Penalty 1227.749566 = -223174.462185
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (15308.470000 sec): 3 clusters
  Score: Raw -223590.116364 + Penalty 2455.499132 = -221134.617232
  nChanged 667
		SP:Iteration 1F (15308.710000 sec): 3 clusters
  Score: Raw -223969.050498 + Penalty 2455.499132 = -221513.551366
  nChanged 120
		SP:Iteration 2F (15308.880000 sec): 3 clusters
  Score: Raw -224054.456008 + Penalty 2455.499132 = -221598.956876
  nChanged 94
		SP:Iteration 3Q (15308.970000 sec): 3 clusters
  Score: Raw -224121.126451 + Penalty 2455.499132 = -221665.627319
  nChanged 70
		SP:Iteration 4Q (15309.110000 sec): 3 clusters
  Score: Raw -224173.777639 + Penalty 2455.499132 = -221718.278508
  nChanged 69
		SP:Iteration 5Q (15309.240000 sec): 3 clusters
  Score: Raw -224224.177418 + Penalty 2455.499132 = -221768.678286
  nChanged 55
		SP:Iteration 6Q (15309.420000 sec): 3 clusters
  Score: Raw -224280.218713 + Penalty 2455.499132 = -221824.719581
  nChanged 70
		SP:Iteration 7Q (15309.550000 sec): 3 clusters
  Score: Raw -224334.129833 + Penalty 2455.499132 = -221878.630701
  nChanged 59
		SP:Iteration 8Q (15309.690000 sec): 3 clusters
  Score: Raw -224382.504376 + Penalty 2455.499132 = -221927.005244
  nChanged 55
		SP:Iteration 9Q (15309.810000 sec): 3 clusters
  Score: Raw -224430.717927 + Penalty 2455.499132 = -221975.218795
  nChanged 60
		SP:Iteration 10Q (15309.940000 sec): 3 clusters
  Score: Raw -224471.669449 + Penalty 2455.499132 = -222016.170317
  nChanged 48
		SP:Iteration 11Q (15310.070000 sec): 3 clusters
  Score: Raw -224510.599775 + Penalty 2455.499132 = -222055.100643
  nChanged 55
		SP:Iteration 12Q (15310.200000 sec): 3 clusters
  Score: Raw -224548.253950 + Penalty 2455.499132 = -222092.754818
  nChanged 53
		SP:Iteration 13Q (15310.320000 sec): 3 clusters
  Score: Raw -224593.156989 + Penalty 2455.499132 = -222137.657857
  nChanged 58
		SP:Iteration 14Q (15310.460000 sec): 3 clusters
  Score: Raw -224637.119693 + Penalty 2455.499132 = -222181.620561
  nChanged 50
		SP:Iteration 15Q (15310.600000 sec): 3 clusters
  Score: Raw -224677.427576 + Penalty 2455.499132 = -222221.928445
  nChanged 47
		SP:Iteration 16Q (15310.750000 sec): 3 clusters
  Score: Raw -224710.905708 + Penalty 2455.499132 = -222255.406577
  nChanged 33
		SP:Iteration 17Q (15310.900000 sec): 3 clusters
  Score: Raw -224736.612184 + Penalty 2455.499132 = -222281.113052
  nChanged 22
		SP:Iteration 18Q (15311.060000 sec): 3 clusters
  Score: Raw -224753.040155 + Penalty 2455.499132 = -222297.541023
  nChanged 27
		SP:Iteration 19Q (15311.220000 sec): 3 clusters
  Score: Raw -224777.047543 + Penalty 2455.499132 = -222321.548412
  nChanged 22
		SP:Iteration 20F (15311.380000 sec): 3 clusters
  Score: Raw -224795.578352 + Penalty 2455.499132 = -222340.079220
  nChanged 17
		SP:Iteration 21Q (15311.540000 sec): 3 clusters
  Score: Raw -224808.259817 + Penalty 2455.499132 = -222352.760685
  nChanged 17
		SP:Iteration 22Q (15311.700000 sec): 3 clusters
  Score: Raw -224819.020142 + Penalty 2455.499132 = -222363.521010
  nChanged 13
		SP:Iteration 23Q (15311.860000 sec): 3 clusters
  Score: Raw -224826.831564 + Penalty 2455.499132 = -222371.332433
  nChanged 15
		SP:Iteration 24Q (15312.020000 sec): 3 clusters
  Score: Raw -224837.921389 + Penalty 2455.499132 = -222382.422257
  nChanged 14
		SP:Iteration 25Q (15312.190000 sec): 3 clusters
  Score: Raw -224849.040295 + Penalty 2455.499132 = -222393.541163
  nChanged 14
		SP:Iteration 26Q (15312.350000 sec): 3 clusters
  Score: Raw -224858.549537 + Penalty 2455.499132 = -222403.050405
  nChanged 5
		SP:Iteration 27Q (15312.520000 sec): 3 clusters
  Score: Raw -224861.790928 + Penalty 2455.499132 = -222406.291796
  nChanged 4
		SP:Iteration 28Q (15312.690000 sec): 3 clusters
  Score: Raw -224863.683317 + Penalty 2455.499132 = -222408.184185
  nChanged 5
		SP:Iteration 29Q (15312.890000 sec): 3 clusters
  Score: Raw -224865.550525 + Penalty 2455.499132 = -222410.051394
  nChanged 3
		SP:Iteration 30Q (15313.030000 sec): 3 clusters
  Score: Raw -224867.328857 + Penalty 2455.499132 = -222411.829725
  nChanged 5
		SP:Iteration 31Q (15313.190000 sec): 3 clusters
  Score: Raw -224869.931685 + Penalty 2455.499132 = -222414.432553
  nChanged 4
		SP:Iteration 32Q (15313.350000 sec): 3 clusters
  Score: Raw -224872.758568 + Penalty 2455.499132 = -222417.259436
  nChanged 3
		SP:Iteration 33Q (15313.510000 sec): 3 clusters
  Score: Raw -224874.665728 + Penalty 2455.499132 = -222419.166596
  nChanged 1
		SP:Iteration 34Q (15313.680000 sec): 3 clusters
  Score: Raw -224875.267458 + Penalty 2455.499132 = -222419.768326
  nChanged 1
		SP:Iteration 35Q (15313.840000 sec): 3 clusters
  Score: Raw -224876.042127 + Penalty 2455.499132 = -222420.542995
  nChanged 1
		SP:Iteration 36Q (15314.000000 sec): 3 clusters
  Score: Raw -224876.413676 + Penalty 2455.499132 = -222420.914544
  nChanged 1
		SP:Iteration 37Q (15314.170000 sec): 3 clusters
  Score: Raw -224876.795083 + Penalty 2455.499132 = -222421.295951
  nChanged 0
		SP:Iteration 38F (15314.330000 sec): 3 clusters
  Score: Raw -224876.795083 + Penalty 2455.499132 = -222421.295951
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 34 (21659 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (15314.520000 sec): 2 clusters
  Score: Raw -2613876.434147 + Penalty 1622.266157 = -2612254.167990
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (15314.840000 sec): 3 clusters
  Score: Raw -2600691.103678 + Penalty 3244.532314 = -2597446.571363
  nChanged 9879
		SP:Iteration 1F (15315.170000 sec): 3 clusters
  Score: Raw -2606436.912412 + Penalty 3244.532314 = -2603192.380098
  nChanged 1398
		SP:Iteration 2F (15315.490000 sec): 3 clusters
  Score: Raw -2607268.897603 + Penalty 3244.532314 = -2604024.365289
  nChanged 1509
		SP:Iteration 3F (15315.810000 sec): 3 clusters
  Score: Raw -2608213.816906 + Penalty 3244.532314 = -2604969.284592
  nChanged 1518
		SP:Iteration 4F (15316.120000 sec): 3 clusters
  Score: Raw -2609131.089600 + Penalty 3244.532314 = -2605886.557286
  nChanged 1360
		SP:Iteration 5F (15316.460000 sec): 3 clusters
  Score: Raw -2609808.018540 + Penalty 3244.532314 = -2606563.486226
  nChanged 1071
		SP:Iteration 6Q (15316.790000 sec): 3 clusters
  Score: Raw -2610281.726246 + Penalty 3244.532314 = -2607037.193931
  nChanged 891
		SP:Iteration 7Q (15317.100000 sec): 3 clusters
  Score: Raw -2610620.581523 + Penalty 3244.532314 = -2607376.049209
  nChanged 762
		SP:Iteration 8Q (15317.390000 sec): 3 clusters
  Score: Raw -2610864.886857 + Penalty 3244.532314 = -2607620.354542
  nChanged 571
		SP:Iteration 9Q (15317.680000 sec): 3 clusters
  Score: Raw -2611001.589638 + Penalty 3244.532314 = -2607757.057324
  nChanged 400
		SP:Iteration 10Q (15317.980000 sec): 3 clusters
  Score: Raw -2611080.369399 + Penalty 3244.532314 = -2607835.837085
  nChanged 323
		SP:Iteration 11Q (15318.280000 sec): 3 clusters
  Score: Raw -2611145.455094 + Penalty 3244.532314 = -2607900.922779
  nChanged 287
		SP:Iteration 12Q (15318.640000 sec): 3 clusters
  Score: Raw -2611200.871422 + Penalty 3244.532314 = -2607956.339107
  nChanged 257
		SP:Iteration 13Q (15318.930000 sec): 3 clusters
  Score: Raw -2611251.459177 + Penalty 3244.532314 = -2608006.926863
  nChanged 238
		SP:Iteration 14Q (15319.280000 sec): 3 clusters
  Score: Raw -2611298.688125 + Penalty 3244.532314 = -2608054.155811
  nChanged 243
		SP:Iteration 15Q (15319.600000 sec): 3 clusters
  Score: Raw -2611344.314619 + Penalty 3244.532314 = -2608099.782305
  nChanged 228
		SP:Iteration 16Q (15319.990000 sec): 3 clusters
  Score: Raw -2611387.716624 + Penalty 3244.532314 = -2608143.184310
  nChanged 248
		SP:Iteration 17Q (15320.290000 sec): 3 clusters
  Score: Raw -2611440.876009 + Penalty 3244.532314 = -2608196.343695
  nChanged 282
		SP:Iteration 18Q (15320.610000 sec): 3 clusters
  Score: Raw -2611510.680485 + Penalty 3244.532314 = -2608266.148171
  nChanged 332
		SP:Iteration 19Q (15320.980000 sec): 3 clusters
  Score: Raw -2611604.740870 + Penalty 3244.532314 = -2608360.208556
  nChanged 387
		SP:Iteration 20F (15321.300000 sec): 3 clusters
  Score: Raw -2611735.805699 + Penalty 3244.532314 = -2608491.273385
  nChanged 456
		SP:Iteration 21Q (15321.610000 sec): 3 clusters
  Score: Raw -2611911.033018 + Penalty 3244.532314 = -2608666.500703
  nChanged 523
		SP:Iteration 22Q (15321.930000 sec): 3 clusters
  Score: Raw -2612127.186282 + Penalty 3244.532314 = -2608882.653968
  nChanged 515
		SP:Iteration 23Q (15322.250000 sec): 3 clusters
  Score: Raw -2612361.458948 + Penalty 3244.532314 = -2609116.926634
  nChanged 549
		SP:Iteration 24Q (15322.560000 sec): 3 clusters
  Score: Raw -2612630.793050 + Penalty 3244.532314 = -2609386.260736
  nChanged 556
		SP:Iteration 25Q (15322.880000 sec): 3 clusters
  Score: Raw -2612933.249844 + Penalty 3244.532314 = -2609688.717530
  nChanged 499
		SP:Iteration 26Q (15323.200000 sec): 3 clusters
  Score: Raw -2613215.554948 + Penalty 3244.532314 = -2609971.022634
  nChanged 448
		SP:Iteration 27Q (15323.490000 sec): 3 clusters
  Score: Raw -2613483.459152 + Penalty 3244.532314 = -2610238.926837
  nChanged 407
		SP:Iteration 28Q (15323.850000 sec): 3 clusters
  Score: Raw -2613757.160883 + Penalty 3244.532314 = -2610512.628569
  nChanged 343
		SP:Iteration 29Q (15324.180000 sec): 3 clusters
  Score: Raw -2614005.261733 + Penalty 3244.532314 = -2610760.729419
  nChanged 285
		SP:Iteration 30Q (15324.480000 sec): 3 clusters
  Score: Raw -2614242.488853 + Penalty 3244.532314 = -2610997.956539
  nChanged 214
		SP:Iteration 31Q (15324.740000 sec): 3 clusters
  Score: Raw -2614399.835524 + Penalty 3244.532314 = -2611155.303210
  nChanged 145
		SP:Iteration 32Q (15325.080000 sec): 3 clusters
  Score: Raw -2614506.898639 + Penalty 3244.532314 = -2611262.366324
  nChanged 105
		SP:Iteration 33Q (15325.460000 sec): 3 clusters
  Score: Raw -2614577.751007 + Penalty 3244.532314 = -2611333.218693
  nChanged 79
		SP:Iteration 34Q (15325.810000 sec): 3 clusters
  Score: Raw -2614627.229887 + Penalty 3244.532314 = -2611382.697572
  nChanged 59
		SP:Iteration 35Q (15326.070000 sec): 3 clusters
  Score: Raw -2614665.942340 + Penalty 3244.532314 = -2611421.410026
  nChanged 52
		SP:Iteration 36Q (15326.400000 sec): 3 clusters
  Score: Raw -2614702.677890 + Penalty 3244.532314 = -2611458.145576
  nChanged 55
		SP:Iteration 37Q (15326.790000 sec): 3 clusters
  Score: Raw -2614746.881952 + Penalty 3244.532314 = -2611502.349637
  nChanged 42
		SP:Iteration 38Q (15327.140000 sec): 3 clusters
  Score: Raw -2614771.500405 + Penalty 3244.532314 = -2611526.968091
  nChanged 28
		SP:Iteration 39Q (15327.510000 sec): 3 clusters
  Score: Raw -2614792.548341 + Penalty 3244.532314 = -2611548.016027
  nChanged 30
		SP:Iteration 40F (15327.870000 sec): 3 clusters
  Score: Raw -2614820.419695 + Penalty 3244.532314 = -2611575.887381
  nChanged 19
		SP:Iteration 41Q (15328.200000 sec): 3 clusters
  Score: Raw -2614834.639191 + Penalty 3244.532314 = -2611590.106877
  nChanged 17
		SP:Iteration 42Q (15328.510000 sec): 3 clusters
  Score: Raw -2614848.706598 + Penalty 3244.532314 = -2611604.174283
  nChanged 17
		SP:Iteration 43Q (15328.860000 sec): 3 clusters
  Score: Raw -2614859.508968 + Penalty 3244.532314 = -2611614.976653
  nChanged 12
		SP:Iteration 44Q (15329.190000 sec): 3 clusters
  Score: Raw -2614867.289645 + Penalty 3244.532314 = -2611622.757331
  nChanged 7
		SP:Iteration 45Q (15329.510000 sec): 3 clusters
  Score: Raw -2614870.574680 + Penalty 3244.532314 = -2611626.042366
  nChanged 4
		SP:Iteration 46Q (15329.830000 sec): 3 clusters
  Score: Raw -2614873.131465 + Penalty 3244.532314 = -2611628.599151
  nChanged 4
		SP:Iteration 47Q (15330.180000 sec): 3 clusters
  Score: Raw -2614875.510525 + Penalty 3244.532314 = -2611630.978211
  nChanged 3
		SP:Iteration 48Q (15330.520000 sec): 3 clusters
  Score: Raw -2614877.056315 + Penalty 3244.532314 = -2611632.524001
  nChanged 6
		SP:Iteration 49Q (15330.870000 sec): 3 clusters
  Score: Raw -2614881.223623 + Penalty 3244.532314 = -2611636.691309
  nChanged 4
		SP:Iteration 50Q (15331.170000 sec): 3 clusters
  Score: Raw -2614884.492259 + Penalty 3244.532314 = -2611639.959945
  nChanged 5
		SP:Iteration 51Q (15331.490000 sec): 3 clusters
  Score: Raw -2614888.045907 + Penalty 3244.532314 = -2611643.513593
  nChanged 4
		SP:Iteration 52Q (15331.890000 sec): 3 clusters
  Score: Raw -2614891.644968 + Penalty 3244.532314 = -2611647.112654
  nChanged 2
		SP:Iteration 53Q (15332.190000 sec): 3 clusters
  Score: Raw -2614892.978489 + Penalty 3244.532314 = -2611648.446175
  nChanged 1
		SP:Iteration 54Q (15332.490000 sec): 3 clusters
  Score: Raw -2614894.391271 + Penalty 3244.532314 = -2611649.858957
  nChanged 4
		SP:Iteration 55Q (15332.750000 sec): 3 clusters
  Score: Raw -2614895.911131 + Penalty 3244.532314 = -2611651.378817
  nChanged 1
		SP:Iteration 56Q (15333.030000 sec): 3 clusters
  Score: Raw -2614896.254423 + Penalty 3244.532314 = -2611651.722109
  nChanged 0
		SP:Iteration 57F (15333.330000 sec): 3 clusters
  Score: Raw -2614896.254423 + Penalty 3244.532314 = -2611651.722109
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 35 (1165 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (15333.470000 sec): 2 clusters
  Score: Raw -138230.862594 + Penalty 1147.327409 = -137083.535184
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (15333.680000 sec): 3 clusters
  Score: Raw -137829.019752 + Penalty 2294.654819 = -135534.364933
  nChanged 367
		SP:Iteration 1F (15333.820000 sec): 3 clusters
  Score: Raw -138104.442297 + Penalty 2294.654819 = -135809.787478
  nChanged 84
		SP:Iteration 2F (15334.010000 sec): 3 clusters
  Score: Raw -138210.604918 + Penalty 2294.654819 = -135915.950099
  nChanged 68
		SP:Iteration 3F (15334.170000 sec): 3 clusters
  Score: Raw -138289.768481 + Penalty 2294.654819 = -135995.113662
  nChanged 59
		SP:Iteration 4F (15334.310000 sec): 3 clusters
  Score: Raw -138374.453629 + Penalty 2294.654819 = -136079.798810
  nChanged 51
		SP:Iteration 5Q (15334.440000 sec): 3 clusters
  Score: Raw -138442.520783 + Penalty 2294.654819 = -136147.865964
  nChanged 38
		SP:Iteration 6Q (15334.570000 sec): 3 clusters
  Score: Raw -138497.392362 + Penalty 2294.654819 = -136202.737543
  nChanged 30
		SP:Iteration 7Q (15334.750000 sec): 3 clusters
  Score: Raw -138532.325413 + Penalty 2294.654819 = -136237.670594
  nChanged 23
		SP:Iteration 8Q (15334.930000 sec): 3 clusters
  Score: Raw -138560.262214 + Penalty 2294.654819 = -136265.607395
  nChanged 21
		SP:Iteration 9Q (15335.060000 sec): 3 clusters
  Score: Raw -138577.122581 + Penalty 2294.654819 = -136282.467762
  nChanged 8
		SP:Iteration 10Q (15335.190000 sec): 3 clusters
  Score: Raw -138582.573895 + Penalty 2294.654819 = -136287.919076
  nChanged 7
		SP:Iteration 11Q (15335.380000 sec): 3 clusters
  Score: Raw -138586.340592 + Penalty 2294.654819 = -136291.685773
  nChanged 9
		SP:Iteration 12Q (15335.560000 sec): 3 clusters
  Score: Raw -138594.706958 + Penalty 2294.654819 = -136300.052139
  nChanged 8
		SP:Iteration 13Q (15335.770000 sec): 3 clusters
  Score: Raw -138600.781988 + Penalty 2294.654819 = -136306.127169
  nChanged 7
		SP:Iteration 14Q (15335.960000 sec): 3 clusters
  Score: Raw -138607.726053 + Penalty 2294.654819 = -136313.071234
  nChanged 10
		SP:Iteration 15Q (15336.140000 sec): 3 clusters
  Score: Raw -138617.776430 + Penalty 2294.654819 = -136323.121611
  nChanged 10
		SP:Iteration 16Q (15336.260000 sec): 3 clusters
  Score: Raw -138630.267425 + Penalty 2294.654819 = -136335.612607
  nChanged 8
		SP:Iteration 17Q (15336.450000 sec): 3 clusters
  Score: Raw -138637.906628 + Penalty 2294.654819 = -136343.251810
  nChanged 3
		SP:Iteration 18Q (15336.630000 sec): 3 clusters
  Score: Raw -138641.588190 + Penalty 2294.654819 = -136346.933372
  nChanged 7
		SP:Iteration 19Q (15336.800000 sec): 3 clusters
  Score: Raw -138648.538306 + Penalty 2294.654819 = -136353.883487
  nChanged 4
		SP:Iteration 20F (15336.910000 sec): 3 clusters
  Score: Raw -138650.877546 + Penalty 2294.654819 = -136356.222727
  nChanged 4
		SP:Iteration 21Q (15337.060000 sec): 3 clusters
  Score: Raw -138655.226924 + Penalty 2294.654819 = -136360.572105
  nChanged 6
		SP:Iteration 22Q (15337.200000 sec): 3 clusters
  Score: Raw -138661.868823 + Penalty 2294.654819 = -136367.214004
  nChanged 6
		SP:Iteration 23Q (15337.380000 sec): 3 clusters
  Score: Raw -138665.469684 + Penalty 2294.654819 = -136370.814865
  nChanged 6
		SP:Iteration 24Q (15337.520000 sec): 3 clusters
  Score: Raw -138668.469948 + Penalty 2294.654819 = -136373.815129
  nChanged 0
		SP:Iteration 25F (15337.730000 sec): 3 clusters
  Score: Raw -138668.469948 + Penalty 2294.654819 = -136373.815129
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 36 (713 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (15337.820000 sec): 2 clusters
  Score: Raw -84093.933691 + Penalty 1067.540731 = -83026.392961
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (15337.980000 sec): 3 clusters
  Score: Raw -83919.465259 + Penalty 2135.081462 = -81784.383797
  nChanged 193
		SP:Iteration 1F (15338.140000 sec): 3 clusters
  Score: Raw -84139.729387 + Penalty 2135.081462 = -82004.647925
  nChanged 40
		SP:Iteration 2F (15338.260000 sec): 3 clusters
  Score: Raw -84209.389941 + Penalty 2135.081462 = -82074.308480
  nChanged 24
		SP:Iteration 3Q (15338.480000 sec): 3 clusters
  Score: Raw -84244.675151 + Penalty 2135.081462 = -82109.593690
  nChanged 15
		SP:Iteration 4Q (15338.640000 sec): 3 clusters
  Score: Raw -84266.694185 + Penalty 2135.081462 = -82131.612723
  nChanged 9
		SP:Iteration 5Q (15338.820000 sec): 3 clusters
  Score: Raw -84281.006514 + Penalty 2135.081462 = -82145.925052
  nChanged 9
		SP:Iteration 6Q (15338.950000 sec): 3 clusters
  Score: Raw -84292.417384 + Penalty 2135.081462 = -82157.335922
  nChanged 9
		SP:Iteration 7Q (15339.120000 sec): 3 clusters
  Score: Raw -84302.446517 + Penalty 2135.081462 = -82167.365056
  nChanged 4
		SP:Iteration 8Q (15339.260000 sec): 3 clusters
  Score: Raw -84304.615299 + Penalty 2135.081462 = -82169.533837
  nChanged 2
		SP:Iteration 9Q (15339.460000 sec): 3 clusters
  Score: Raw -84307.181556 + Penalty 2135.081462 = -82172.100095
  nChanged 4
		SP:Iteration 10Q (15339.590000 sec): 3 clusters
  Score: Raw -84311.000965 + Penalty 2135.081462 = -82175.919504
  nChanged 5
		SP:Iteration 11Q (15339.780000 sec): 3 clusters
  Score: Raw -84315.277623 + Penalty 2135.081462 = -82180.196161
  nChanged 3
		SP:Iteration 12Q (15339.960000 sec): 3 clusters
  Score: Raw -84320.513238 + Penalty 2135.081462 = -82185.431776
  nChanged 3
		SP:Iteration 13Q (15340.120000 sec): 3 clusters
  Score: Raw -84324.839290 + Penalty 2135.081462 = -82189.757829
  nChanged 4
		SP:Iteration 14Q (15340.290000 sec): 3 clusters
  Score: Raw -84328.474653 + Penalty 2135.081462 = -82193.393191
  nChanged 3
		SP:Iteration 15Q (15340.420000 sec): 3 clusters
  Score: Raw -84332.214077 + Penalty 2135.081462 = -82197.132615
  nChanged 6
		SP:Iteration 16Q (15340.600000 sec): 3 clusters
  Score: Raw -84342.455686 + Penalty 2135.081462 = -82207.374224
  nChanged 5
		SP:Iteration 17Q (15340.720000 sec): 3 clusters
  Score: Raw -84347.796353 + Penalty 2135.081462 = -82212.714891
  nChanged 3
		SP:Iteration 18Q (15340.920000 sec): 3 clusters
  Score: Raw -84349.321046 + Penalty 2135.081462 = -82214.239584
  nChanged 2
		SP:Iteration 19Q (15341.040000 sec): 3 clusters
  Score: Raw -84350.110421 + Penalty 2135.081462 = -82215.028959
  nChanged 1
		SP:Iteration 20F (15341.160000 sec): 3 clusters
  Score: Raw -84351.301929 + Penalty 2135.081462 = -82216.220468
  nChanged 1
		SP:Iteration 21Q (15341.290000 sec): 3 clusters
  Score: Raw -84351.799089 + Penalty 2135.081462 = -82216.717628
  nChanged 0
		SP:Iteration 22F (15341.420000 sec): 3 clusters
  Score: Raw -84351.799089 + Penalty 2135.081462 = -82216.717628
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 37 (1723 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (15341.510000 sec): 2 clusters
  Score: Raw -220876.213706 + Penalty 1210.921113 = -219665.292593
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (15341.690000 sec): 3 clusters
  Score: Raw -220183.533016 + Penalty 2421.842227 = -217761.690789
  nChanged 587
		SP:Iteration 1F (15341.890000 sec): 3 clusters
  Score: Raw -220563.973298 + Penalty 2421.842227 = -218142.131071
  nChanged 159
		SP:Iteration 2F (15342.070000 sec): 3 clusters
  Score: Raw -220707.724560 + Penalty 2421.842227 = -218285.882333
  nChanged 116
		SP:Iteration 3F (15342.290000 sec): 3 clusters
  Score: Raw -220816.396847 + Penalty 2421.842227 = -218394.554620
  nChanged 104
		SP:Iteration 4F (15342.480000 sec): 3 clusters
  Score: Raw -220922.984119 + Penalty 2421.842227 = -218501.141892
  nChanged 81
		SP:Iteration 5Q (15342.630000 sec): 3 clusters
  Score: Raw -221014.958061 + Penalty 2421.842227 = -218593.115834
  nChanged 77
		SP:Iteration 6Q (15342.850000 sec): 3 clusters
  Score: Raw -221087.805253 + Penalty 2421.842227 = -218665.963026
  nChanged 56
		SP:Iteration 7Q (15342.980000 sec): 3 clusters
  Score: Raw -221141.521406 + Penalty 2421.842227 = -218719.679180
  nChanged 49
		SP:Iteration 8Q (15343.180000 sec): 3 clusters
  Score: Raw -221190.915317 + Penalty 2421.842227 = -218769.073090
  nChanged 39
		SP:Iteration 9Q (15343.360000 sec): 3 clusters
  Score: Raw -221225.039084 + Penalty 2421.842227 = -218803.196857
  nChanged 34
		SP:Iteration 10Q (15343.530000 sec): 3 clusters
  Score: Raw -221260.509497 + Penalty 2421.842227 = -218838.667270
  nChanged 29
		SP:Iteration 11Q (15343.680000 sec): 3 clusters
  Score: Raw -221291.984072 + Penalty 2421.842227 = -218870.141845
  nChanged 26
		SP:Iteration 12Q (15343.890000 sec): 3 clusters
  Score: Raw -221325.267143 + Penalty 2421.842227 = -218903.424916
  nChanged 28
		SP:Iteration 13Q (15344.100000 sec): 3 clusters
  Score: Raw -221365.134520 + Penalty 2421.842227 = -218943.292294
  nChanged 25
		SP:Iteration 14Q (15344.380000 sec): 3 clusters
  Score: Raw -221393.865422 + Penalty 2421.842227 = -218972.023195
  nChanged 23
		SP:Iteration 15Q (15344.550000 sec): 3 clusters
  Score: Raw -221423.298474 + Penalty 2421.842227 = -219001.456247
  nChanged 25
		SP:Iteration 16Q (15344.680000 sec): 3 clusters
  Score: Raw -221449.083212 + Penalty 2421.842227 = -219027.240985
  nChanged 21
		SP:Iteration 17Q (15344.870000 sec): 3 clusters
  Score: Raw -221469.443184 + Penalty 2421.842227 = -219047.600957
  nChanged 18
		SP:Iteration 18Q (15345.050000 sec): 3 clusters
  Score: Raw -221486.710110 + Penalty 2421.842227 = -219064.867883
  nChanged 17
		SP:Iteration 19Q (15345.130000 sec): 3 clusters
  Score: Raw -221503.122010 + Penalty 2421.842227 = -219081.279783
  nChanged 13
		SP:Iteration 20F (15345.280000 sec): 3 clusters
  Score: Raw -221514.947414 + Penalty 2421.842227 = -219093.105187
  nChanged 11
		SP:Iteration 21Q (15345.420000 sec): 3 clusters
  Score: Raw -221523.498252 + Penalty 2421.842227 = -219101.656025
  nChanged 6
		SP:Iteration 22Q (15345.560000 sec): 3 clusters
  Score: Raw -221527.568813 + Penalty 2421.842227 = -219105.726586
  nChanged 6
		SP:Iteration 23Q (15345.700000 sec): 3 clusters
  Score: Raw -221531.465234 + Penalty 2421.842227 = -219109.623007
  nChanged 8
		SP:Iteration 24Q (15345.840000 sec): 3 clusters
  Score: Raw -221536.899359 + Penalty 2421.842227 = -219115.057132
  nChanged 5
		SP:Iteration 25Q (15345.980000 sec): 3 clusters
  Score: Raw -221539.584207 + Penalty 2421.842227 = -219117.741980
  nChanged 3
		SP:Iteration 26Q (15346.070000 sec): 3 clusters
  Score: Raw -221542.287908 + Penalty 2421.842227 = -219120.445681
  nChanged 3
		SP:Iteration 27Q (15346.210000 sec): 3 clusters
  Score: Raw -221544.656483 + Penalty 2421.842227 = -219122.814257
  nChanged 6
		SP:Iteration 28Q (15346.350000 sec): 3 clusters
  Score: Raw -221548.497664 + Penalty 2421.842227 = -219126.655437
  nChanged 6
		SP:Iteration 29Q (15346.490000 sec): 3 clusters
  Score: Raw -221552.297474 + Penalty 2421.842227 = -219130.455247
  nChanged 11
		SP:Iteration 30Q (15346.630000 sec): 3 clusters
  Score: Raw -221561.474060 + Penalty 2421.842227 = -219139.631833
  nChanged 7
		SP:Iteration 31Q (15346.780000 sec): 3 clusters
  Score: Raw -221566.305372 + Penalty 2421.842227 = -219144.463146
  nChanged 3
		SP:Iteration 32Q (15346.870000 sec): 3 clusters
  Score: Raw -221569.065778 + Penalty 2421.842227 = -219147.223551
  nChanged 6
		SP:Iteration 33Q (15346.970000 sec): 3 clusters
  Score: Raw -221573.096910 + Penalty 2421.842227 = -219151.254683
  nChanged 5
		SP:Iteration 34Q (15347.070000 sec): 3 clusters
  Score: Raw -221576.830293 + Penalty 2421.842227 = -219154.988066
  nChanged 5
		SP:Iteration 35Q (15347.210000 sec): 3 clusters
  Score: Raw -221579.521321 + Penalty 2421.842227 = -219157.679094
  nChanged 4
		SP:Iteration 36Q (15347.360000 sec): 3 clusters
  Score: Raw -221581.468451 + Penalty 2421.842227 = -219159.626224
  nChanged 1
		SP:Iteration 37Q (15347.490000 sec): 3 clusters
  Score: Raw -221582.133843 + Penalty 2421.842227 = -219160.291616
  nChanged 3
		SP:Iteration 38Q (15347.630000 sec): 3 clusters
  Score: Raw -221583.446665 + Penalty 2421.842227 = -219161.604439
  nChanged 3
		SP:Iteration 39Q (15347.780000 sec): 3 clusters
  Score: Raw -221585.363766 + Penalty 2421.842227 = -219163.521539
  nChanged 4
		SP:Iteration 40F (15347.870000 sec): 3 clusters
  Score: Raw -221587.931336 + Penalty 2421.842227 = -219166.089110
  nChanged 2
		SP:Iteration 41Q (15348.030000 sec): 3 clusters
  Score: Raw -221590.063214 + Penalty 2421.842227 = -219168.220987
  nChanged 3
		SP:Iteration 42Q (15348.180000 sec): 3 clusters
  Score: Raw -221592.576084 + Penalty 2421.842227 = -219170.733857
  nChanged 5
		SP:Iteration 43Q (15348.320000 sec): 3 clusters
  Score: Raw -221594.811035 + Penalty 2421.842227 = -219172.968808
  nChanged 2
		SP:Iteration 44Q (15348.420000 sec): 3 clusters
  Score: Raw -221596.079020 + Penalty 2421.842227 = -219174.236793
  nChanged 1
		SP:Iteration 45Q (15348.550000 sec): 3 clusters
  Score: Raw -221597.307722 + Penalty 2421.842227 = -219175.465495
  nChanged 3
		SP:Iteration 46Q (15348.750000 sec): 3 clusters
  Score: Raw -221601.971884 + Penalty 2421.842227 = -219180.129657
  nChanged 4
		SP:Iteration 47Q (15348.900000 sec): 3 clusters
  Score: Raw -221604.129775 + Penalty 2421.842227 = -219182.287548
  nChanged 1
		SP:Iteration 48Q (15349.040000 sec): 3 clusters
  Score: Raw -221604.617513 + Penalty 2421.842227 = -219182.775286
  nChanged 1
		SP:Iteration 49Q (15349.220000 sec): 3 clusters
  Score: Raw -221605.365367 + Penalty 2421.842227 = -219183.523141
  nChanged 2
		SP:Iteration 50Q (15349.390000 sec): 3 clusters
  Score: Raw -221606.612039 + Penalty 2421.842227 = -219184.769813
  nChanged 2
		SP:Iteration 51Q (15349.550000 sec): 3 clusters
  Score: Raw -221607.466688 + Penalty 2421.842227 = -219185.624461
  nChanged 0
		SP:Iteration 52F (15349.710000 sec): 3 clusters
  Score: Raw -221607.466688 + Penalty 2421.842227 = -219185.624461
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 38 (242 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (15349.810000 sec): 2 clusters
  Score: Raw -22871.577263 + Penalty 891.952381 = -21979.624882
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (15350.000000 sec): 3 clusters
  Score: Raw -23010.144069 + Penalty 1783.904761 = -21226.239308
  nChanged 45
		SP:Iteration 1F (15350.160000 sec): 3 clusters
  Score: Raw -23149.698903 + Penalty 1783.904761 = -21365.794142
  nChanged 15
		SP:Iteration 2F (15350.330000 sec): 3 clusters
  Score: Raw -23232.942099 + Penalty 1783.904761 = -21449.037338
  nChanged 11
		SP:Iteration 3Q (15350.420000 sec): 3 clusters
  Score: Raw -23277.497956 + Penalty 1783.904761 = -21493.593195
  nChanged 5
		SP:Iteration 4Q (15350.550000 sec): 3 clusters
  Score: Raw -23294.157091 + Penalty 1783.904761 = -21510.252330
  nChanged 3
		SP:Iteration 5Q (15350.680000 sec): 3 clusters
  Score: Raw -23303.894425 + Penalty 1783.904761 = -21519.989664
  nChanged 2
		SP:Iteration 6Q (15350.820000 sec): 3 clusters
  Score: Raw -23312.786630 + Penalty 1783.904761 = -21528.881869
  nChanged 4
		SP:Iteration 7Q (15351.010000 sec): 3 clusters
  Score: Raw -23342.194534 + Penalty 1783.904761 = -21558.289773
  nChanged 3
		SP:Iteration 8Q (15351.130000 sec): 3 clusters
  Score: Raw -23356.182390 + Penalty 1783.904761 = -21572.277629
  nChanged 1
		SP:Iteration 9Q (15351.290000 sec): 3 clusters
  Score: Raw -23357.321689 + Penalty 1783.904761 = -21573.416928
  nChanged 1
		SP:Iteration 10Q (15351.490000 sec): 3 clusters
  Score: Raw -23357.568004 + Penalty 1783.904761 = -21573.663243
  nChanged 0
		SP:Iteration 11F (15351.670000 sec): 3 clusters
  Score: Raw -23357.568004 + Penalty 1783.904761 = -21573.663243
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 39 (10517 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (15351.830000 sec): 2 clusters
  Score: Raw -1206278.299461 + Penalty 1504.871595 = -1204773.427867
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (15352.040000 sec): 3 clusters
  Score: Raw -1200243.764939 + Penalty 3009.743189 = -1197234.021750
  nChanged 4571
		SP:Iteration 1F (15352.270000 sec): 3 clusters
  Score: Raw -1202901.680524 + Penalty 3009.743189 = -1199891.937335
  nChanged 788
		SP:Iteration 2F (15352.480000 sec): 3 clusters
  Score: Raw -1203371.054902 + Penalty 3009.743189 = -1200361.311712
  nChanged 666
		SP:Iteration 3F (15352.730000 sec): 3 clusters
  Score: Raw -1203688.069646 + Penalty 3009.743189 = -1200678.326457
  nChanged 520
		SP:Iteration 4Q (15352.980000 sec): 3 clusters
  Score: Raw -1203934.043232 + Penalty 3009.743189 = -1200924.300043
  nChanged 477
		SP:Iteration 5Q (15353.220000 sec): 3 clusters
  Score: Raw -1204143.062805 + Penalty 3009.743189 = -1201133.319616
  nChanged 418
		SP:Iteration 6Q (15353.470000 sec): 3 clusters
  Score: Raw -1204344.494943 + Penalty 3009.743189 = -1201334.751754
  nChanged 418
		SP:Iteration 7Q (15353.710000 sec): 3 clusters
  Score: Raw -1204542.970551 + Penalty 3009.743189 = -1201533.227362
  nChanged 353
		SP:Iteration 8Q (15353.920000 sec): 3 clusters
  Score: Raw -1204719.163199 + Penalty 3009.743189 = -1201709.420010
  nChanged 334
		SP:Iteration 9Q (15354.160000 sec): 3 clusters
  Score: Raw -1204873.750127 + Penalty 3009.743189 = -1201864.006937
  nChanged 301
		SP:Iteration 10Q (15354.410000 sec): 3 clusters
  Score: Raw -1205010.556833 + Penalty 3009.743189 = -1202000.813643
  nChanged 274
		SP:Iteration 11Q (15354.660000 sec): 3 clusters
  Score: Raw -1205154.048208 + Penalty 3009.743189 = -1202144.305019
  nChanged 275
		SP:Iteration 12Q (15354.910000 sec): 3 clusters
  Score: Raw -1205298.864503 + Penalty 3009.743189 = -1202289.121313
  nChanged 259
		SP:Iteration 13Q (15355.160000 sec): 3 clusters
  Score: Raw -1205442.160469 + Penalty 3009.743189 = -1202432.417280
  nChanged 248
		SP:Iteration 14Q (15355.390000 sec): 3 clusters
  Score: Raw -1205554.998469 + Penalty 3009.743189 = -1202545.255280
  nChanged 198
		SP:Iteration 15Q (15355.630000 sec): 3 clusters
  Score: Raw -1205628.416398 + Penalty 3009.743189 = -1202618.673209
  nChanged 152
		SP:Iteration 16Q (15355.880000 sec): 3 clusters
  Score: Raw -1205678.604328 + Penalty 3009.743189 = -1202668.861139
  nChanged 119
		SP:Iteration 17Q (15356.110000 sec): 3 clusters
  Score: Raw -1205719.374145 + Penalty 3009.743189 = -1202709.630956
  nChanged 99
		SP:Iteration 18Q (15356.350000 sec): 3 clusters
  Score: Raw -1205757.126920 + Penalty 3009.743189 = -1202747.383731
  nChanged 111
		SP:Iteration 19Q (15356.600000 sec): 3 clusters
  Score: Raw -1205806.153118 + Penalty 3009.743189 = -1202796.409929
  nChanged 126
		SP:Iteration 20F (15356.840000 sec): 3 clusters
  Score: Raw -1205856.258142 + Penalty 3009.743189 = -1202846.514953
  nChanged 120
		SP:Iteration 21Q (15357.080000 sec): 3 clusters
  Score: Raw -1205899.355582 + Penalty 3009.743189 = -1202889.612393
  nChanged 105
		SP:Iteration 22Q (15357.330000 sec): 3 clusters
  Score: Raw -1205942.422363 + Penalty 3009.743189 = -1202932.679174
  nChanged 124
		SP:Iteration 23Q (15357.610000 sec): 3 clusters
  Score: Raw -1205998.592264 + Penalty 3009.743189 = -1202988.849075
  nChanged 121
		SP:Iteration 24Q (15357.780000 sec): 3 clusters
  Score: Raw -1206045.377725 + Penalty 3009.743189 = -1203035.634536
  nChanged 102
		SP:Iteration 25Q (15358.020000 sec): 3 clusters
  Score: Raw -1206087.090394 + Penalty 3009.743189 = -1203077.347205
  nChanged 92
		SP:Iteration 26Q (15358.270000 sec): 3 clusters
  Score: Raw -1206129.873929 + Penalty 3009.743189 = -1203120.130739
  nChanged 107
		SP:Iteration 27Q (15358.510000 sec): 3 clusters
  Score: Raw -1206178.015996 + Penalty 3009.743189 = -1203168.272807
  nChanged 110
		SP:Iteration 28Q (15358.760000 sec): 3 clusters
  Score: Raw -1206230.799118 + Penalty 3009.743189 = -1203221.055929
  nChanged 102
		SP:Iteration 29Q (15359.060000 sec): 3 clusters
  Score: Raw -1206276.734630 + Penalty 3009.743189 = -1203266.991440
  nChanged 88
		SP:Iteration 30Q (15359.320000 sec): 3 clusters
  Score: Raw -1206320.472889 + Penalty 3009.743189 = -1203310.729700
  nChanged 76
		SP:Iteration 31Q (15359.560000 sec): 3 clusters
  Score: Raw -1206353.528262 + Penalty 3009.743189 = -1203343.785072
  nChanged 84
		SP:Iteration 32Q (15359.840000 sec): 3 clusters
  Score: Raw -1206389.303313 + Penalty 3009.743189 = -1203379.560124
  nChanged 63
		SP:Iteration 33Q (15360.070000 sec): 3 clusters
  Score: Raw -1206413.810981 + Penalty 3009.743189 = -1203404.067792
  nChanged 60
		SP:Iteration 34Q (15360.220000 sec): 3 clusters
  Score: Raw -1206436.540102 + Penalty 3009.743189 = -1203426.796913
  nChanged 69
		SP:Iteration 35Q (15360.420000 sec): 3 clusters
  Score: Raw -1206460.089893 + Penalty 3009.743189 = -1203450.346704
  nChanged 49
		SP:Iteration 36Q (15360.650000 sec): 3 clusters
  Score: Raw -1206477.275715 + Penalty 3009.743189 = -1203467.532526
  nChanged 45
		SP:Iteration 37Q (15360.820000 sec): 3 clusters
  Score: Raw -1206491.420395 + Penalty 3009.743189 = -1203481.677206
  nChanged 39
		SP:Iteration 38Q (15361.040000 sec): 3 clusters
  Score: Raw -1206501.141148 + Penalty 3009.743189 = -1203491.397959
  nChanged 26
		SP:Iteration 39Q (15361.280000 sec): 3 clusters
  Score: Raw -1206508.287672 + Penalty 3009.743189 = -1203498.544483
  nChanged 26
		SP:Iteration 40F (15361.580000 sec): 3 clusters
  Score: Raw -1206516.551499 + Penalty 3009.743189 = -1203506.808309
  nChanged 26
		SP:Iteration 41Q (15361.760000 sec): 3 clusters
  Score: Raw -1206525.401028 + Penalty 3009.743189 = -1203515.657839
  nChanged 31
		SP:Iteration 42Q (15362.040000 sec): 3 clusters
  Score: Raw -1206533.035649 + Penalty 3009.743189 = -1203523.292459
  nChanged 26
		SP:Iteration 43Q (15362.260000 sec): 3 clusters
  Score: Raw -1206540.214707 + Penalty 3009.743189 = -1203530.471517
  nChanged 28
		SP:Iteration 44Q (15362.500000 sec): 3 clusters
  Score: Raw -1206548.608872 + Penalty 3009.743189 = -1203538.865682
  nChanged 27
		SP:Iteration 45Q (15362.660000 sec): 3 clusters
  Score: Raw -1206554.977643 + Penalty 3009.743189 = -1203545.234453
  nChanged 17
		SP:Iteration 46Q (15362.850000 sec): 3 clusters
  Score: Raw -1206560.250613 + Penalty 3009.743189 = -1203550.507424
  nChanged 16
		SP:Iteration 47Q (15363.080000 sec): 3 clusters
  Score: Raw -1206563.996348 + Penalty 3009.743189 = -1203554.253159
  nChanged 13
		SP:Iteration 48Q (15363.310000 sec): 3 clusters
  Score: Raw -1206567.263697 + Penalty 3009.743189 = -1203557.520508
  nChanged 15
		SP:Iteration 49Q (15363.510000 sec): 3 clusters
  Score: Raw -1206571.023498 + Penalty 3009.743189 = -1203561.280308
  nChanged 18
		SP:Iteration 50Q (15363.750000 sec): 3 clusters
  Score: Raw -1206576.376653 + Penalty 3009.743189 = -1203566.633463
  nChanged 14
		SP:Iteration 51Q (15363.960000 sec): 3 clusters
  Score: Raw -1206580.533158 + Penalty 3009.743189 = -1203570.789969
  nChanged 14
		SP:Iteration 52Q (15364.170000 sec): 3 clusters
  Score: Raw -1206584.207321 + Penalty 3009.743189 = -1203574.464132
  nChanged 13
		SP:Iteration 53Q (15364.390000 sec): 3 clusters
  Score: Raw -1206587.329277 + Penalty 3009.743189 = -1203577.586088
  nChanged 9
		SP:Iteration 54Q (15364.680000 sec): 3 clusters
  Score: Raw -1206589.203992 + Penalty 3009.743189 = -1203579.460803
  nChanged 11
		SP:Iteration 55Q (15364.890000 sec): 3 clusters
  Score: Raw -1206592.110374 + Penalty 3009.743189 = -1203582.367184
  nChanged 5
		SP:Iteration 56Q (15365.160000 sec): 3 clusters
  Score: Raw -1206593.806804 + Penalty 3009.743189 = -1203584.063615
  nChanged 6
		SP:Iteration 57Q (15365.380000 sec): 3 clusters
  Score: Raw -1206595.401985 + Penalty 3009.743189 = -1203585.658796
  nChanged 5
		SP:Iteration 58Q (15365.620000 sec): 3 clusters
  Score: Raw -1206597.088243 + Penalty 3009.743189 = -1203587.345054
  nChanged 4
		SP:Iteration 59Q (15365.850000 sec): 3 clusters
  Score: Raw -1206598.013579 + Penalty 3009.743189 = -1203588.270390
  nChanged 4
		SP:Iteration 60F (15366.100000 sec): 3 clusters
  Score: Raw -1206598.871237 + Penalty 3009.743189 = -1203589.128048
  nChanged 6
		SP:Iteration 61Q (15366.260000 sec): 3 clusters
  Score: Raw -1206600.344451 + Penalty 3009.743189 = -1203590.601262
  nChanged 3
		SP:Iteration 62Q (15366.500000 sec): 3 clusters
  Score: Raw -1206600.837384 + Penalty 3009.743189 = -1203591.094195
  nChanged 2
		SP:Iteration 63Q (15366.800000 sec): 3 clusters
  Score: Raw -1206601.185246 + Penalty 3009.743189 = -1203591.442056
  nChanged 0
		SP:Iteration 64F (15367.090000 sec): 3 clusters
  Score: Raw -1206601.185246 + Penalty 3009.743189 = -1203591.442056
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 40 (363 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (15367.150000 sec): 2 clusters
  Score: Raw -27927.300307 + Penalty 957.840461 = -26969.459846
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (15367.370000 sec): 3 clusters
  Score: Raw -28004.475385 + Penalty 1915.680921 = -26088.794464
  nChanged 86
		SP:Iteration 1F (15367.480000 sec): 3 clusters
  Score: Raw -28298.893643 + Penalty 1915.680921 = -26383.212722
  nChanged 40
		SP:Iteration 2F (15367.640000 sec): 3 clusters
  Score: Raw -28527.217744 + Penalty 1915.680921 = -26611.536823
  nChanged 18
		SP:Iteration 3Q (15367.820000 sec): 3 clusters
  Score: Raw -28597.461190 + Penalty 1915.680921 = -26681.780268
  nChanged 8
		SP:Iteration 4Q (15367.960000 sec): 3 clusters
  Score: Raw -28650.078025 + Penalty 1915.680921 = -26734.397104
  nChanged 7
		SP:Iteration 5Q (15368.090000 sec): 3 clusters
  Score: Raw -28684.806066 + Penalty 1915.680921 = -26769.125145
  nChanged 2
		SP:Iteration 6Q (15368.200000 sec): 3 clusters
  Score: Raw -28687.420516 + Penalty 1915.680921 = -26771.739595
  nChanged 1
		SP:Iteration 7Q (15368.380000 sec): 3 clusters
  Score: Raw -28689.040557 + Penalty 1915.680921 = -26773.359636
  nChanged 1
		SP:Iteration 8Q (15368.480000 sec): 3 clusters
  Score: Raw -28693.382736 + Penalty 1915.680921 = -26777.701815
  nChanged 1
		SP:Iteration 9Q (15368.620000 sec): 3 clusters
  Score: Raw -28698.756073 + Penalty 1915.680921 = -26783.075152
  nChanged 1
		SP:Iteration 10Q (15368.790000 sec): 3 clusters
  Score: Raw -28700.519565 + Penalty 1915.680921 = -26784.838644
  nChanged 2
		SP:Iteration 11Q (15368.910000 sec): 3 clusters
  Score: Raw -28707.129211 + Penalty 1915.680921 = -26791.448290
  nChanged 3
		SP:Iteration 12Q (15369.010000 sec): 3 clusters
  Score: Raw -28716.125564 + Penalty 1915.680921 = -26800.444643
  nChanged 2
		SP:Iteration 13Q (15369.180000 sec): 3 clusters
  Score: Raw -28722.999491 + Penalty 1915.680921 = -26807.318570
  nChanged 1
		SP:Iteration 14Q (15369.310000 sec): 3 clusters
  Score: Raw -28723.793538 + Penalty 1915.680921 = -26808.112616
  nChanged 0
		SP:Iteration 15F (15369.460000 sec): 3 clusters
  Score: Raw -28723.793538 + Penalty 1915.680921 = -26808.112616
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 41 (981 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (15369.580000 sec): 2 clusters
  Score: Raw -122032.481134 + Penalty 1119.393025 = -120913.088109
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (15369.680000 sec): 3 clusters
  Score: Raw -121687.282835 + Penalty 2238.786049 = -119448.496786
  nChanged 293
		SP:Iteration 1F (15369.820000 sec): 3 clusters
  Score: Raw -121954.956193 + Penalty 2238.786049 = -119716.170143
  nChanged 75
		SP:Iteration 2F (15369.920000 sec): 3 clusters
  Score: Raw -122035.243781 + Penalty 2238.786049 = -119796.457731
  nChanged 39
		SP:Iteration 3Q (15370.010000 sec): 3 clusters
  Score: Raw -122077.772134 + Penalty 2238.786049 = -119838.986085
  nChanged 27
		SP:Iteration 4Q (15370.110000 sec): 3 clusters
  Score: Raw -122104.662657 + Penalty 2238.786049 = -119865.876608
  nChanged 12
		SP:Iteration 5Q (15370.250000 sec): 3 clusters
  Score: Raw -122112.561020 + Penalty 2238.786049 = -119873.774971
  nChanged 8
		SP:Iteration 6Q (15370.390000 sec): 3 clusters
  Score: Raw -122118.556494 + Penalty 2238.786049 = -119879.770445
  nChanged 2
		SP:Iteration 7Q (15370.550000 sec): 3 clusters
  Score: Raw -122121.663904 + Penalty 2238.786049 = -119882.877855
  nChanged 3
		SP:Iteration 8Q (15370.690000 sec): 3 clusters
  Score: Raw -122123.805054 + Penalty 2238.786049 = -119885.019005
  nChanged 4
		SP:Iteration 9Q (15370.810000 sec): 3 clusters
  Score: Raw -122128.574804 + Penalty 2238.786049 = -119889.788755
  nChanged 9
		SP:Iteration 10Q (15370.950000 sec): 3 clusters
  Score: Raw -122141.586375 + Penalty 2238.786049 = -119902.800326
  nChanged 6
		SP:Iteration 11Q (15371.050000 sec): 3 clusters
  Score: Raw -122147.350130 + Penalty 2238.786049 = -119908.564081
  nChanged 2
		SP:Iteration 12Q (15371.190000 sec): 3 clusters
  Score: Raw -122148.958957 + Penalty 2238.786049 = -119910.172908
  nChanged 2
		SP:Iteration 13Q (15371.280000 sec): 3 clusters
  Score: Raw -122150.356349 + Penalty 2238.786049 = -119911.570299
  nChanged 1
		SP:Iteration 14Q (15371.420000 sec): 3 clusters
  Score: Raw -122151.085428 + Penalty 2238.786049 = -119912.299379
  nChanged 1
		SP:Iteration 15Q (15371.560000 sec): 3 clusters
  Score: Raw -122152.970803 + Penalty 2238.786049 = -119914.184753
  nChanged 2
		SP:Iteration 16Q (15371.710000 sec): 3 clusters
  Score: Raw -122157.610295 + Penalty 2238.786049 = -119918.824246
  nChanged 1
		SP:Iteration 17Q (15371.800000 sec): 3 clusters
  Score: Raw -122158.116201 + Penalty 2238.786049 = -119919.330151
  nChanged 1
		SP:Iteration 18Q (15371.940000 sec): 3 clusters
  Score: Raw -122158.927196 + Penalty 2238.786049 = -119920.141147
  nChanged 0
		SP:Iteration 19F (15372.090000 sec): 3 clusters
  Score: Raw -122158.927196 + Penalty 2238.786049 = -119920.141147
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 42 (418 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (15372.140000 sec): 2 clusters
  Score: Raw -45308.198941 + Penalty 980.765733 = -44327.433208
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (15372.290000 sec): 3 clusters
  Score: Raw -45335.127953 + Penalty 1961.531466 = -43373.596488
  nChanged 90
		SP:Iteration 1F (15372.430000 sec): 3 clusters
  Score: Raw -45501.061022 + Penalty 1961.531466 = -43539.529556
  nChanged 27
		SP:Iteration 2F (15372.570000 sec): 3 clusters
  Score: Raw -45565.994720 + Penalty 1961.531466 = -43604.463254
  nChanged 11
		SP:Iteration 3Q (15372.710000 sec): 3 clusters
  Score: Raw -45590.000924 + Penalty 1961.531466 = -43628.469458
  nChanged 9
		SP:Iteration 4Q (15372.860000 sec): 3 clusters
  Score: Raw -45613.373039 + Penalty 1961.531466 = -43651.841573
  nChanged 10
		SP:Iteration 5Q (15372.950000 sec): 3 clusters
  Score: Raw -45641.786081 + Penalty 1961.531466 = -43680.254616
  nChanged 4
		SP:Iteration 6Q (15373.090000 sec): 3 clusters
  Score: Raw -45651.050789 + Penalty 1961.531466 = -43689.519323
  nChanged 1
		SP:Iteration 7Q (15373.230000 sec): 3 clusters
  Score: Raw -45652.341690 + Penalty 1961.531466 = -43690.810224
  nChanged 2
		SP:Iteration 8Q (15373.400000 sec): 3 clusters
  Score: Raw -45654.974316 + Penalty 1961.531466 = -43693.442850
  nChanged 3
		SP:Iteration 9Q (15373.570000 sec): 3 clusters
  Score: Raw -45658.666940 + Penalty 1961.531466 = -43697.135475
  nChanged 5
		SP:Iteration 10Q (15373.760000 sec): 3 clusters
  Score: Raw -45672.302982 + Penalty 1961.531466 = -43710.771517
  nChanged 5
		SP:Iteration 11Q (15373.890000 sec): 3 clusters
  Score: Raw -45679.799252 + Penalty 1961.531466 = -43718.267787
  nChanged 1
		SP:Iteration 12Q (15373.990000 sec): 3 clusters
  Score: Raw -45680.892109 + Penalty 1961.531466 = -43719.360644
  nChanged 0
		SP:Iteration 13F (15374.160000 sec): 3 clusters
  Score: Raw -45680.892109 + Penalty 1961.531466 = -43719.360644
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 43 (3002 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (15374.280000 sec): 2 clusters
  Score: Raw -335081.502977 + Penalty 1301.143027 = -333780.359950
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (15374.440000 sec): 3 clusters
  Score: Raw -333689.526481 + Penalty 2602.286054 = -331087.240427
  nChanged 1157
		SP:Iteration 1F (15374.650000 sec): 3 clusters
  Score: Raw -334489.882855 + Penalty 2602.286054 = -331887.596801
  nChanged 276
		SP:Iteration 2F (15374.820000 sec): 3 clusters
  Score: Raw -334726.749727 + Penalty 2602.286054 = -332124.463673
  nChanged 189
		SP:Iteration 3F (15374.990000 sec): 3 clusters
  Score: Raw -334919.308262 + Penalty 2602.286054 = -332317.022208
  nChanged 192
		SP:Iteration 4F (15375.150000 sec): 3 clusters
  Score: Raw -335146.150946 + Penalty 2602.286054 = -332543.864892
  nChanged 183
		SP:Iteration 5F (15375.290000 sec): 3 clusters
  Score: Raw -335349.102139 + Penalty 2602.286054 = -332746.816085
  nChanged 141
		SP:Iteration 6Q (15375.420000 sec): 3 clusters
  Score: Raw -335484.421562 + Penalty 2602.286054 = -332882.135508
  nChanged 107
		SP:Iteration 7Q (15375.560000 sec): 3 clusters
  Score: Raw -335599.904201 + Penalty 2602.286054 = -332997.618147
  nChanged 89
		SP:Iteration 8Q (15375.700000 sec): 3 clusters
  Score: Raw -335690.884341 + Penalty 2602.286054 = -333088.598287
  nChanged 77
		SP:Iteration 9Q (15375.830000 sec): 3 clusters
  Score: Raw -335761.797150 + Penalty 2602.286054 = -333159.511096
  nChanged 60
		SP:Iteration 10Q (15376.010000 sec): 3 clusters
  Score: Raw -335805.716881 + Penalty 2602.286054 = -333203.430827
  nChanged 46
		SP:Iteration 11Q (15376.170000 sec): 3 clusters
  Score: Raw -335829.504945 + Penalty 2602.286054 = -333227.218891
  nChanged 32
		SP:Iteration 12Q (15376.350000 sec): 3 clusters
  Score: Raw -335847.442044 + Penalty 2602.286054 = -333245.155990
  nChanged 23
		SP:Iteration 13Q (15376.500000 sec): 3 clusters
  Score: Raw -335862.939392 + Penalty 2602.286054 = -333260.653338
  nChanged 20
		SP:Iteration 14Q (15376.660000 sec): 3 clusters
  Score: Raw -335872.703919 + Penalty 2602.286054 = -333270.417865
  nChanged 20
		SP:Iteration 15Q (15376.800000 sec): 3 clusters
  Score: Raw -335884.824098 + Penalty 2602.286054 = -333282.538044
  nChanged 22
		SP:Iteration 16Q (15376.930000 sec): 3 clusters
  Score: Raw -335896.961773 + Penalty 2602.286054 = -333294.675719
  nChanged 21
		SP:Iteration 17Q (15377.110000 sec): 3 clusters
  Score: Raw -335905.413184 + Penalty 2602.286054 = -333303.127130
  nChanged 16
		SP:Iteration 18Q (15377.280000 sec): 3 clusters
  Score: Raw -335912.472332 + Penalty 2602.286054 = -333310.186278
  nChanged 12
		SP:Iteration 19Q (15377.400000 sec): 3 clusters
  Score: Raw -335918.727907 + Penalty 2602.286054 = -333316.441853
  nChanged 10
		SP:Iteration 20F (15377.530000 sec): 3 clusters
  Score: Raw -335922.199548 + Penalty 2602.286054 = -333319.913494
  nChanged 9
		SP:Iteration 21Q (15377.670000 sec): 3 clusters
  Score: Raw -335925.311473 + Penalty 2602.286054 = -333323.025419
  nChanged 4
		SP:Iteration 22Q (15377.810000 sec): 3 clusters
  Score: Raw -335926.268128 + Penalty 2602.286054 = -333323.982074
  nChanged 1
		SP:Iteration 23Q (15377.950000 sec): 3 clusters
  Score: Raw -335926.760061 + Penalty 2602.286054 = -333324.474007
  nChanged 0
		SP:Iteration 24F (15378.100000 sec): 3 clusters
  Score: Raw -335926.760061 + Penalty 2602.286054 = -333324.474007
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 44 (502 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (15378.170000 sec): 2 clusters
  Score: Raw -55400.510367 + Penalty 1010.522519 = -54389.987847
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (15378.290000 sec): 3 clusters
  Score: Raw -55360.069145 + Penalty 2021.045039 = -53339.024106
  nChanged 104
		SP:Iteration 1F (15378.390000 sec): 3 clusters
  Score: Raw -55545.762680 + Penalty 2021.045039 = -53524.717641
  nChanged 33
		SP:Iteration 2F (15378.510000 sec): 3 clusters
  Score: Raw -55602.864508 + Penalty 2021.045039 = -53581.819469
  nChanged 15
		SP:Iteration 3Q (15378.690000 sec): 3 clusters
  Score: Raw -55632.236491 + Penalty 2021.045039 = -53611.191452
  nChanged 12
		SP:Iteration 4Q (15378.780000 sec): 3 clusters
  Score: Raw -55660.877086 + Penalty 2021.045039 = -53639.832047
  nChanged 9
		SP:Iteration 5Q (15378.910000 sec): 3 clusters
  Score: Raw -55684.648526 + Penalty 2021.045039 = -53663.603487
  nChanged 6
		SP:Iteration 6Q (15379.040000 sec): 3 clusters
  Score: Raw -55694.245692 + Penalty 2021.045039 = -53673.200653
  nChanged 9
		SP:Iteration 7Q (15379.190000 sec): 3 clusters
  Score: Raw -55715.013254 + Penalty 2021.045039 = -53693.968215
  nChanged 9
		SP:Iteration 8Q (15379.360000 sec): 3 clusters
  Score: Raw -55734.276356 + Penalty 2021.045039 = -53713.231317
  nChanged 5
		SP:Iteration 9Q (15379.490000 sec): 3 clusters
  Score: Raw -55743.864045 + Penalty 2021.045039 = -53722.819006
  nChanged 6
		SP:Iteration 10Q (15379.600000 sec): 3 clusters
  Score: Raw -55751.174915 + Penalty 2021.045039 = -53730.129877
  nChanged 2
		SP:Iteration 11Q (15379.720000 sec): 3 clusters
  Score: Raw -55759.697727 + Penalty 2021.045039 = -53738.652689
  nChanged 3
		SP:Iteration 12Q (15379.880000 sec): 3 clusters
  Score: Raw -55766.478174 + Penalty 2021.045039 = -53745.433135
  nChanged 3
		SP:Iteration 13Q (15380.010000 sec): 3 clusters
  Score: Raw -55781.495103 + Penalty 2021.045039 = -53760.450064
  nChanged 6
		SP:Iteration 14Q (15380.180000 sec): 3 clusters
  Score: Raw -55792.828069 + Penalty 2021.045039 = -53771.783030
  nChanged 5
		SP:Iteration 15Q (15380.300000 sec): 3 clusters
  Score: Raw -55799.944334 + Penalty 2021.045039 = -53778.899295
  nChanged 3
		SP:Iteration 16Q (15380.430000 sec): 3 clusters
  Score: Raw -55805.025132 + Penalty 2021.045039 = -53783.980093
  nChanged 1
		SP:Iteration 17Q (15380.570000 sec): 3 clusters
  Score: Raw -55805.331799 + Penalty 2021.045039 = -53784.286760
  nChanged 0
		SP:Iteration 18F (15380.700000 sec): 3 clusters
  Score: Raw -55805.331799 + Penalty 2021.045039 = -53784.286760
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 45 (2847 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (15380.780000 sec): 2 clusters
  Score: Raw -351696.452951 + Penalty 1292.528427 = -350403.924524
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (15380.960000 sec): 3 clusters
  Score: Raw -350379.828001 + Penalty 2585.056853 = -347794.771148
  nChanged 1042
		SP:Iteration 1F (15381.090000 sec): 3 clusters
  Score: Raw -351028.266292 + Penalty 2585.056853 = -348443.209439
  nChanged 259
		SP:Iteration 2F (15381.260000 sec): 3 clusters
  Score: Raw -351233.004344 + Penalty 2585.056853 = -348647.947491
  nChanged 186
		SP:Iteration 3F (15381.380000 sec): 3 clusters
  Score: Raw -351377.239816 + Penalty 2585.056853 = -348792.182962
  nChanged 139
		SP:Iteration 4Q (15381.520000 sec): 3 clusters
  Score: Raw -351467.174734 + Penalty 2585.056853 = -348882.117880
  nChanged 97
		SP:Iteration 5Q (15381.680000 sec): 3 clusters
  Score: Raw -351520.938939 + Penalty 2585.056853 = -348935.882086
  nChanged 65
		SP:Iteration 6Q (15381.790000 sec): 3 clusters
  Score: Raw -351555.661122 + Penalty 2585.056853 = -348970.604268
  nChanged 54
		SP:Iteration 7Q (15381.880000 sec): 3 clusters
  Score: Raw -351581.327645 + Penalty 2585.056853 = -348996.270792
  nChanged 41
		SP:Iteration 8Q (15382.020000 sec): 3 clusters
  Score: Raw -351598.394477 + Penalty 2585.056853 = -349013.337624
  nChanged 33
		SP:Iteration 9Q (15382.110000 sec): 3 clusters
  Score: Raw -351612.056101 + Penalty 2585.056853 = -349026.999247
  nChanged 28
		SP:Iteration 10Q (15382.250000 sec): 3 clusters
  Score: Raw -351620.949219 + Penalty 2585.056853 = -349035.892365
  nChanged 18
		SP:Iteration 11Q (15382.380000 sec): 3 clusters
  Score: Raw -351626.158020 + Penalty 2585.056853 = -349041.101166
  nChanged 21
		SP:Iteration 12Q (15382.560000 sec): 3 clusters
  Score: Raw -351631.625631 + Penalty 2585.056853 = -349046.568777
  nChanged 21
		SP:Iteration 13Q (15382.800000 sec): 3 clusters
  Score: Raw -351641.223384 + Penalty 2585.056853 = -349056.166530
  nChanged 28
		SP:Iteration 14Q (15382.960000 sec): 3 clusters
  Score: Raw -351655.189047 + Penalty 2585.056853 = -349070.132193
  nChanged 26
		SP:Iteration 15Q (15383.140000 sec): 3 clusters
  Score: Raw -351664.982494 + Penalty 2585.056853 = -349079.925640
  nChanged 21
		SP:Iteration 16Q (15383.320000 sec): 3 clusters
  Score: Raw -351672.859936 + Penalty 2585.056853 = -349087.803083
  nChanged 20
		SP:Iteration 17Q (15383.500000 sec): 3 clusters
  Score: Raw -351679.730148 + Penalty 2585.056853 = -349094.673295
  nChanged 20
		SP:Iteration 18Q (15383.650000 sec): 3 clusters
  Score: Raw -351685.264510 + Penalty 2585.056853 = -349100.207656
  nChanged 15
		SP:Iteration 19Q (15383.800000 sec): 3 clusters
  Score: Raw -351688.848384 + Penalty 2585.056853 = -349103.791531
  nChanged 9
		SP:Iteration 20F (15383.940000 sec): 3 clusters
  Score: Raw -351691.767183 + Penalty 2585.056853 = -349106.710329
  nChanged 8
		SP:Iteration 21Q (15384.080000 sec): 3 clusters
  Score: Raw -351693.805221 + Penalty 2585.056853 = -349108.748368
  nChanged 5
		SP:Iteration 22Q (15384.210000 sec): 3 clusters
  Score: Raw -351695.211716 + Penalty 2585.056853 = -349110.154863
  nChanged 7
		SP:Iteration 23Q (15384.340000 sec): 3 clusters
  Score: Raw -351697.373589 + Penalty 2585.056853 = -349112.316735
  nChanged 5
		SP:Iteration 24Q (15384.470000 sec): 3 clusters
  Score: Raw -351698.507731 + Penalty 2585.056853 = -349113.450878
  nChanged 2
		SP:Iteration 25Q (15384.670000 sec): 3 clusters
  Score: Raw -351699.221919 + Penalty 2585.056853 = -349114.165066
  nChanged 3
		SP:Iteration 26Q (15384.850000 sec): 3 clusters
  Score: Raw -351700.816701 + Penalty 2585.056853 = -349115.759847
  nChanged 4
		SP:Iteration 27Q (15385.010000 sec): 3 clusters
  Score: Raw -351702.330156 + Penalty 2585.056853 = -349117.273302
  nChanged 4
		SP:Iteration 28Q (15385.180000 sec): 3 clusters
  Score: Raw -351703.283011 + Penalty 2585.056853 = -349118.226157
  nChanged 3
		SP:Iteration 29Q (15385.390000 sec): 3 clusters
  Score: Raw -351703.666600 + Penalty 2585.056853 = -349118.609746
  nChanged 2
		SP:Iteration 30Q (15385.560000 sec): 3 clusters
  Score: Raw -351704.027132 + Penalty 2585.056853 = -349118.970279
  nChanged 2
		SP:Iteration 31Q (15385.740000 sec): 3 clusters
  Score: Raw -351704.410159 + Penalty 2585.056853 = -349119.353305
  nChanged 1
		SP:Iteration 32Q (15385.940000 sec): 3 clusters
  Score: Raw -351704.833714 + Penalty 2585.056853 = -349119.776860
  nChanged 2
		SP:Iteration 33Q (15386.080000 sec): 3 clusters
  Score: Raw -351705.417489 + Penalty 2585.056853 = -349120.360635
  nChanged 3
		SP:Iteration 34Q (15386.190000 sec): 3 clusters
  Score: Raw -351706.221240 + Penalty 2585.056853 = -349121.164386
  nChanged 3
		SP:Iteration 35Q (15386.330000 sec): 3 clusters
  Score: Raw -351706.762980 + Penalty 2585.056853 = -349121.706127
  nChanged 3
		SP:Iteration 36Q (15386.460000 sec): 3 clusters
  Score: Raw -351707.252564 + Penalty 2585.056853 = -349122.195710
  nChanged 1
		SP:Iteration 37Q (15386.600000 sec): 3 clusters
  Score: Raw -351707.369520 + Penalty 2585.056853 = -349122.312667
  nChanged 2
		SP:Iteration 38Q (15386.740000 sec): 3 clusters
  Score: Raw -351707.908184 + Penalty 2585.056853 = -349122.851330
  nChanged 2
		SP:Iteration 39Q (15386.880000 sec): 3 clusters
  Score: Raw -351708.388139 + Penalty 2585.056853 = -349123.331286
  nChanged 1
		SP:Iteration 40F (15387.030000 sec): 3 clusters
  Score: Raw -351708.525001 + Penalty 2585.056853 = -349123.468148
  nChanged 1
		SP:Iteration 41Q (15387.180000 sec): 3 clusters
  Score: Raw -351708.623070 + Penalty 2585.056853 = -349123.566217
  nChanged 1
		SP:Iteration 42Q (15387.320000 sec): 3 clusters
  Score: Raw -351708.798004 + Penalty 2585.056853 = -349123.741151
  nChanged 1
		SP:Iteration 43Q (15387.460000 sec): 3 clusters
  Score: Raw -351708.877943 + Penalty 2585.056853 = -349123.821090
  nChanged 0
		SP:Iteration 44F (15387.610000 sec): 3 clusters
  Score: Raw -351708.877943 + Penalty 2585.056853 = -349123.821090
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 46 (252 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (15387.740000 sec): 2 clusters
  Score: Raw -21007.559477 + Penalty 898.532227 = -20109.027250
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (15387.870000 sec): 3 clusters
  Score: Raw -21121.029370 + Penalty 1797.064453 = -19323.964916
  nChanged 47
		SP:Iteration 1F (15388.050000 sec): 3 clusters
  Score: Raw -21267.154128 + Penalty 1797.064453 = -19470.089675
  nChanged 22
		SP:Iteration 2F (15388.220000 sec): 3 clusters
  Score: Raw -21393.853907 + Penalty 1797.064453 = -19596.789454
  nChanged 10
		SP:Iteration 3Q (15388.340000 sec): 3 clusters
  Score: Raw -21469.724622 + Penalty 1797.064453 = -19672.660169
  nChanged 5
		SP:Iteration 4Q (15388.440000 sec): 3 clusters
  Score: Raw -21493.454476 + Penalty 1797.064453 = -19696.390022
  nChanged 3
		SP:Iteration 5Q (15388.630000 sec): 3 clusters
  Score: Raw -21513.449150 + Penalty 1797.064453 = -19716.384696
  nChanged 2
		SP:Iteration 6Q (15388.760000 sec): 3 clusters
  Score: Raw -21540.683087 + Penalty 1797.064453 = -19743.618634
  nChanged 2
		SP:Iteration 7Q (15388.900000 sec): 3 clusters
  Score: Raw -21578.526037 + Penalty 1797.064453 = -19781.461583
  nChanged 3
		SP:Iteration 8Q (15389.070000 sec): 3 clusters
  Score: Raw -21597.087863 + Penalty 1797.064453 = -19800.023410
  nChanged 1
		SP:Iteration 9Q (15389.160000 sec): 3 clusters
  Score: Raw -21597.609791 + Penalty 1797.064453 = -19800.545338
  nChanged 0
		SP:Iteration 10F (15389.300000 sec): 3 clusters
  Score: Raw -21597.609791 + Penalty 1797.064453 = -19800.545338
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 47 (1533 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (15389.410000 sec): 2 clusters
  Score: Raw -182803.737046 + Penalty 1191.934555 = -181611.802491
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (15389.560000 sec): 3 clusters
  Score: Raw -182197.382621 + Penalty 2383.869111 = -179813.513510
  nChanged 532
		SP:Iteration 1F (15389.710000 sec): 3 clusters
  Score: Raw -182608.612927 + Penalty 2383.869111 = -180224.743816
  nChanged 130
		SP:Iteration 2F (15389.840000 sec): 3 clusters
  Score: Raw -182750.695661 + Penalty 2383.869111 = -180366.826550
  nChanged 89
		SP:Iteration 3F (15390.020000 sec): 3 clusters
  Score: Raw -182846.102703 + Penalty 2383.869111 = -180462.233592
  nChanged 66
		SP:Iteration 4Q (15390.250000 sec): 3 clusters
  Score: Raw -182908.198744 + Penalty 2383.869111 = -180524.329633
  nChanged 54
		SP:Iteration 5Q (15390.420000 sec): 3 clusters
  Score: Raw -182960.111825 + Penalty 2383.869111 = -180576.242714
  nChanged 53
		SP:Iteration 6Q (15390.550000 sec): 3 clusters
  Score: Raw -183006.223707 + Penalty 2383.869111 = -180622.354596
  nChanged 40
		SP:Iteration 7Q (15390.650000 sec): 3 clusters
  Score: Raw -183032.786457 + Penalty 2383.869111 = -180648.917346
  nChanged 28
		SP:Iteration 8Q (15390.810000 sec): 3 clusters
  Score: Raw -183054.587556 + Penalty 2383.869111 = -180670.718446
  nChanged 31
		SP:Iteration 9Q (15390.970000 sec): 3 clusters
  Score: Raw -183077.665836 + Penalty 2383.869111 = -180693.796725
  nChanged 20
		SP:Iteration 10Q (15391.160000 sec): 3 clusters
  Score: Raw -183092.298275 + Penalty 2383.869111 = -180708.429165
  nChanged 14
		SP:Iteration 11Q (15391.380000 sec): 3 clusters
  Score: Raw -183100.282768 + Penalty 2383.869111 = -180716.413657
  nChanged 10
		SP:Iteration 12Q (15391.520000 sec): 3 clusters
  Score: Raw -183106.733105 + Penalty 2383.869111 = -180722.863995
  nChanged 12
		SP:Iteration 13Q (15391.680000 sec): 3 clusters
  Score: Raw -183113.153392 + Penalty 2383.869111 = -180729.284281
  nChanged 5
		SP:Iteration 14Q (15391.810000 sec): 3 clusters
  Score: Raw -183115.647978 + Penalty 2383.869111 = -180731.778868
  nChanged 2
		SP:Iteration 15Q (15391.960000 sec): 3 clusters
  Score: Raw -183116.711620 + Penalty 2383.869111 = -180732.842509
  nChanged 2
		SP:Iteration 16Q (15392.100000 sec): 3 clusters
  Score: Raw -183117.793089 + Penalty 2383.869111 = -180733.923978
  nChanged 4
		SP:Iteration 17Q (15392.280000 sec): 3 clusters
  Score: Raw -183119.564983 + Penalty 2383.869111 = -180735.695873
  nChanged 1
		SP:Iteration 18Q (15392.390000 sec): 3 clusters
  Score: Raw -183119.735656 + Penalty 2383.869111 = -180735.866545
  nChanged 1
		SP:Iteration 19Q (15392.610000 sec): 3 clusters
  Score: Raw -183120.347976 + Penalty 2383.869111 = -180736.478865
  nChanged 1
		SP:Iteration 20F (15392.820000 sec): 3 clusters
  Score: Raw -183121.014884 + Penalty 2383.869111 = -180737.145773
  nChanged 1
		SP:Iteration 21Q (15393.020000 sec): 3 clusters
  Score: Raw -183121.286132 + Penalty 2383.869111 = -180737.417021
  nChanged 1
		SP:Iteration 22Q (15393.220000 sec): 3 clusters
  Score: Raw -183121.563739 + Penalty 2383.869111 = -180737.694629
  nChanged 0
		SP:Iteration 23F (15393.360000 sec): 3 clusters
  Score: Raw -183121.563739 + Penalty 2383.869111 = -180737.694629
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 48 (1271 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (15393.480000 sec): 2 clusters
  Score: Raw -149713.174754 + Penalty 1161.478382 = -148551.696372
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (15393.630000 sec): 3 clusters
  Score: Raw -149309.905666 + Penalty 2322.956763 = -146986.948903
  nChanged 411
		SP:Iteration 1F (15393.880000 sec): 3 clusters
  Score: Raw -149864.236389 + Penalty 2322.956763 = -147541.279626
  nChanged 165
		SP:Iteration 2F (15394.010000 sec): 3 clusters
  Score: Raw -150151.637018 + Penalty 2322.956763 = -147828.680255
  nChanged 112
		SP:Iteration 3F (15394.150000 sec): 3 clusters
  Score: Raw -150373.369703 + Penalty 2322.956763 = -148050.412939
  nChanged 89
		SP:Iteration 4F (15394.310000 sec): 3 clusters
  Score: Raw -150526.582395 + Penalty 2322.956763 = -148203.625632
  nChanged 50
		SP:Iteration 5Q (15394.450000 sec): 3 clusters
  Score: Raw -150623.020950 + Penalty 2322.956763 = -148300.064187
  nChanged 30
		SP:Iteration 6Q (15394.660000 sec): 3 clusters
  Score: Raw -150675.705524 + Penalty 2322.956763 = -148352.748761
  nChanged 20
		SP:Iteration 7Q (15394.850000 sec): 3 clusters
  Score: Raw -150699.793194 + Penalty 2322.956763 = -148376.836431
  nChanged 7
		SP:Iteration 8Q (15395.040000 sec): 3 clusters
  Score: Raw -150705.876885 + Penalty 2322.956763 = -148382.920121
  nChanged 5
		SP:Iteration 9Q (15395.210000 sec): 3 clusters
  Score: Raw -150710.439439 + Penalty 2322.956763 = -148387.482676
  nChanged 0
		SP:Iteration 10F (15395.380000 sec): 3 clusters
  Score: Raw -150710.439439 + Penalty 2322.956763 = -148387.482676
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 49 (343 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (15395.470000 sec): 2 clusters
  Score: Raw -20096.767017 + Penalty 948.631198 = -19148.135819
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (15395.650000 sec): 3 clusters
  Score: Raw -20221.047273 + Penalty 1897.262395 = -18323.784878
  nChanged 87
		SP:Iteration 1F (15395.770000 sec): 3 clusters
  Score: Raw -20627.027505 + Penalty 1897.262395 = -18729.765109
  nChanged 37
		SP:Iteration 2F (15396.000000 sec): 3 clusters
  Score: Raw -20882.982968 + Penalty 1897.262395 = -18985.720573
  nChanged 19
		SP:Iteration 3F (15396.190000 sec): 3 clusters
  Score: Raw -21052.422590 + Penalty 1897.262395 = -19155.160194
  nChanged 16
		SP:Iteration 4Q (15396.320000 sec): 3 clusters
  Score: Raw -21190.497036 + Penalty 1897.262395 = -19293.234641
  nChanged 14
		SP:Iteration 5Q (15396.470000 sec): 3 clusters
  Score: Raw -21368.409422 + Penalty 1897.262395 = -19471.147027
  nChanged 11
		SP:Iteration 6Q (15396.660000 sec): 3 clusters
  Score: Raw -21492.766834 + Penalty 1897.262395 = -19595.504438
  nChanged 9
		SP:Iteration 7Q (15396.780000 sec): 3 clusters
  Score: Raw -21557.527297 + Penalty 1897.262395 = -19660.264902
  nChanged 13
		SP:Iteration 8Q (15396.980000 sec): 3 clusters
  Score: Raw -21653.793170 + Penalty 1897.262395 = -19756.530774
  nChanged 6
		SP:Iteration 9Q (15397.160000 sec): 3 clusters
  Score: Raw -21720.487017 + Penalty 1897.262395 = -19823.224621
  nChanged 4
		SP:Iteration 10Q (15397.290000 sec): 3 clusters
  Score: Raw -21753.826333 + Penalty 1897.262395 = -19856.563938
  nChanged 1
		SP:Iteration 11Q (15397.470000 sec): 3 clusters
  Score: Raw -21784.861938 + Penalty 1897.262395 = -19887.599542
  nChanged 2
		SP:Iteration 12Q (15397.660000 sec): 3 clusters
  Score: Raw -21820.113692 + Penalty 1897.262395 = -19922.851297
  nChanged 2
		SP:Iteration 13Q (15397.790000 sec): 3 clusters
  Score: Raw -21840.720438 + Penalty 1897.262395 = -19943.458043
  nChanged 3
		SP:Iteration 14Q (15397.920000 sec): 3 clusters
  Score: Raw -21873.521090 + Penalty 1897.262395 = -19976.258694
  nChanged 2
		SP:Iteration 15Q (15398.050000 sec): 3 clusters
  Score: Raw -21888.353392 + Penalty 1897.262395 = -19991.090997
  nChanged 1
		SP:Iteration 16Q (15398.150000 sec): 3 clusters
  Score: Raw -21897.567828 + Penalty 1897.262395 = -20000.305432
  nChanged 0
		SP:Iteration 17F (15398.290000 sec): 3 clusters
  Score: Raw -21897.567828 + Penalty 1897.262395 = -20000.305432
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 67.
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 50 (8436 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (15398.420000 sec): 2 clusters
  Score: Raw -1023453.159106 + Penalty 1469.042826 = -1021984.116281
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (15398.640000 sec): 3 clusters
  Score: Raw -1018819.353341 + Penalty 2938.085651 = -1015881.267690
  nChanged 3535
		SP:Iteration 1F (15398.840000 sec): 3 clusters
  Score: Raw -1020770.668114 + Penalty 2938.085651 = -1017832.582463
  nChanged 582
		SP:Iteration 2F (15399.070000 sec): 3 clusters
  Score: Raw -1021055.851039 + Penalty 2938.085651 = -1018117.765388
  nChanged 470
		SP:Iteration 3F (15399.220000 sec): 3 clusters
  Score: Raw -1021291.145801 + Penalty 2938.085651 = -1018353.060150
  nChanged 422
		SP:Iteration 4F (15399.540000 sec): 3 clusters
  Score: Raw -1021516.223876 + Penalty 2938.085651 = -1018578.138225
  nChanged 412
		SP:Iteration 5Q (15399.720000 sec): 3 clusters
  Score: Raw -1021725.997733 + Penalty 2938.085651 = -1018787.912082
  nChanged 384
		SP:Iteration 6Q (15399.900000 sec): 3 clusters
  Score: Raw -1021944.582489 + Penalty 2938.085651 = -1019006.496838
  nChanged 371
		SP:Iteration 7Q (15400.140000 sec): 3 clusters
  Score: Raw -1022166.145778 + Penalty 2938.085651 = -1019228.060127
  nChanged 337
		SP:Iteration 8Q (15400.350000 sec): 3 clusters
  Score: Raw -1022367.258731 + Penalty 2938.085651 = -1019429.173080
  nChanged 309
		SP:Iteration 9Q (15400.560000 sec): 3 clusters
  Score: Raw -1022571.526410 + Penalty 2938.085651 = -1019633.440759
  nChanged 288
		SP:Iteration 10Q (15400.730000 sec): 3 clusters
  Score: Raw -1022768.639394 + Penalty 2938.085651 = -1019830.553743
  nChanged 243
		SP:Iteration 11Q (15400.910000 sec): 3 clusters
  Score: Raw -1022921.886275 + Penalty 2938.085651 = -1019983.800624
  nChanged 186
		SP:Iteration 12Q (15401.090000 sec): 3 clusters
  Score: Raw -1023025.575155 + Penalty 2938.085651 = -1020087.489504
  nChanged 129
		SP:Iteration 13Q (15401.260000 sec): 3 clusters
  Score: Raw -1023091.245433 + Penalty 2938.085651 = -1020153.159782
  nChanged 125
		SP:Iteration 14Q (15401.440000 sec): 3 clusters
  Score: Raw -1023159.648138 + Penalty 2938.085651 = -1020221.562487
  nChanged 100
		SP:Iteration 15Q (15401.610000 sec): 3 clusters
  Score: Raw -1023215.583851 + Penalty 2938.085651 = -1020277.498200
  nChanged 83
		SP:Iteration 16Q (15401.790000 sec): 3 clusters
  Score: Raw -1023259.726858 + Penalty 2938.085651 = -1020321.641207
  nChanged 77
		SP:Iteration 17Q (15401.970000 sec): 3 clusters
  Score: Raw -1023301.395965 + Penalty 2938.085651 = -1020363.310314
  nChanged 67
		SP:Iteration 18Q (15402.140000 sec): 3 clusters
  Score: Raw -1023335.266502 + Penalty 2938.085651 = -1020397.180851
  nChanged 60
		SP:Iteration 19Q (15402.320000 sec): 3 clusters
  Score: Raw -1023362.004170 + Penalty 2938.085651 = -1020423.918519
  nChanged 55
		SP:Iteration 20F (15402.500000 sec): 3 clusters
  Score: Raw -1023388.495595 + Penalty 2938.085651 = -1020450.409944
  nChanged 49
		SP:Iteration 21Q (15402.670000 sec): 3 clusters
  Score: Raw -1023413.859759 + Penalty 2938.085651 = -1020475.774108
  nChanged 52
		SP:Iteration 22Q (15402.850000 sec): 3 clusters
  Score: Raw -1023445.490838 + Penalty 2938.085651 = -1020507.405186
  nChanged 53
		SP:Iteration 23Q (15403.030000 sec): 3 clusters
  Score: Raw -1023474.274666 + Penalty 2938.085651 = -1020536.189015
  nChanged 47
		SP:Iteration 24Q (15403.210000 sec): 3 clusters
  Score: Raw -1023496.347521 + Penalty 2938.085651 = -1020558.261870
  nChanged 32
		SP:Iteration 25Q (15403.390000 sec): 3 clusters
  Score: Raw -1023510.777635 + Penalty 2938.085651 = -1020572.691984
  nChanged 29
		SP:Iteration 26Q (15403.600000 sec): 3 clusters
  Score: Raw -1023524.610224 + Penalty 2938.085651 = -1020586.524572
  nChanged 31
		SP:Iteration 27Q (15403.740000 sec): 3 clusters
  Score: Raw -1023545.024887 + Penalty 2938.085651 = -1020606.939236
  nChanged 33
		SP:Iteration 28Q (15403.910000 sec): 3 clusters
  Score: Raw -1023562.497910 + Penalty 2938.085651 = -1020624.412259
  nChanged 22
		SP:Iteration 29Q (15404.090000 sec): 3 clusters
  Score: Raw -1023575.844039 + Penalty 2938.085651 = -1020637.758388
  nChanged 19
		SP:Iteration 30Q (15404.270000 sec): 3 clusters
  Score: Raw -1023587.051832 + Penalty 2938.085651 = -1020648.966181
  nChanged 16
		SP:Iteration 31Q (15404.450000 sec): 3 clusters
  Score: Raw -1023595.228957 + Penalty 2938.085651 = -1020657.143306
  nChanged 12
		SP:Iteration 32Q (15404.630000 sec): 3 clusters
  Score: Raw -1023601.526870 + Penalty 2938.085651 = -1020663.441219
  nChanged 10
		SP:Iteration 33Q (15404.810000 sec): 3 clusters
  Score: Raw -1023608.396567 + Penalty 2938.085651 = -1020670.310916
  nChanged 14
		SP:Iteration 34Q (15404.990000 sec): 3 clusters
  Score: Raw -1023615.444356 + Penalty 2938.085651 = -1020677.358705
  nChanged 13
		SP:Iteration 35Q (15405.170000 sec): 3 clusters
  Score: Raw -1023621.443742 + Penalty 2938.085651 = -1020683.358091
  nChanged 9
		SP:Iteration 36Q (15405.340000 sec): 3 clusters
  Score: Raw -1023627.229029 + Penalty 2938.085651 = -1020689.143378
  nChanged 10
		SP:Iteration 37Q (15405.520000 sec): 3 clusters
  Score: Raw -1023633.702778 + Penalty 2938.085651 = -1020695.617127
  nChanged 4
		SP:Iteration 38Q (15405.700000 sec): 3 clusters
  Score: Raw -1023635.848801 + Penalty 2938.085651 = -1020697.763150
  nChanged 3
		SP:Iteration 39Q (15405.880000 sec): 3 clusters
  Score: Raw -1023637.248626 + Penalty 2938.085651 = -1020699.162975
  nChanged 3
		SP:Iteration 40F (15406.110000 sec): 3 clusters
  Score: Raw -1023638.843640 + Penalty 2938.085651 = -1020700.757989
  nChanged 4
		SP:Iteration 41Q (15406.320000 sec): 3 clusters
  Score: Raw -1023641.683691 + Penalty 2938.085651 = -1020703.598040
  nChanged 3
		SP:Iteration 42Q (15406.490000 sec): 3 clusters
  Score: Raw -1023643.962452 + Penalty 2938.085651 = -1020705.876801
  nChanged 4
		SP:Iteration 43Q (15406.660000 sec): 3 clusters
  Score: Raw -1023646.409293 + Penalty 2938.085651 = -1020708.323642
  nChanged 4
		SP:Iteration 44Q (15406.800000 sec): 3 clusters
  Score: Raw -1023649.610767 + Penalty 2938.085651 = -1020711.525116
  nChanged 6
		SP:Iteration 45Q (15407.000000 sec): 3 clusters
  Score: Raw -1023651.827502 + Penalty 2938.085651 = -1020713.741851
  nChanged 5
		SP:Iteration 46Q (15407.150000 sec): 3 clusters
  Score: Raw -1023654.723100 + Penalty 2938.085651 = -1020716.637449
  nChanged 5
		SP:Iteration 47Q (15407.350000 sec): 3 clusters
  Score: Raw -1023657.337509 + Penalty 2938.085651 = -1020719.251858
  nChanged 4
		SP:Iteration 48Q (15407.580000 sec): 3 clusters
  Score: Raw -1023659.261647 + Penalty 2938.085651 = -1020721.175996
  nChanged 3
		SP:Iteration 49Q (15407.760000 sec): 3 clusters
  Score: Raw -1023660.161148 + Penalty 2938.085651 = -1020722.075497
  nChanged 2
		SP:Iteration 50Q (15407.980000 sec): 3 clusters
  Score: Raw -1023660.747047 + Penalty 2938.085651 = -1020722.661396
  nChanged 1
		SP:Iteration 51Q (15408.170000 sec): 3 clusters
  Score: Raw -1023661.049840 + Penalty 2938.085651 = -1020722.964189
  nChanged 0
		SP:Iteration 52F (15408.320000 sec): 3 clusters
  Score: Raw -1023661.049840 + Penalty 2938.085651 = -1020722.964189
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 51 (377 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (15408.400000 sec): 2 clusters
  Score: Raw -36361.546450 + Penalty 963.989843 = -35397.556607
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (15408.610000 sec): 3 clusters
  Score: Raw -36368.038718 + Penalty 1927.979686 = -34440.059032
  nChanged 88
		SP:Iteration 1F (15408.800000 sec): 3 clusters
  Score: Raw -36515.971623 + Penalty 1927.979686 = -34587.991938
  nChanged 28
		SP:Iteration 2F (15408.920000 sec): 3 clusters
  Score: Raw -36592.568034 + Penalty 1927.979686 = -34664.588348
  nChanged 18
		SP:Iteration 3Q (15409.100000 sec): 3 clusters
  Score: Raw -36644.146061 + Penalty 1927.979686 = -34716.166375
  nChanged 12
		SP:Iteration 4Q (15409.250000 sec): 3 clusters
  Score: Raw -36669.231803 + Penalty 1927.979686 = -34741.252117
  nChanged 8
		SP:Iteration 5Q (15409.420000 sec): 3 clusters
  Score: Raw -36684.766116 + Penalty 1927.979686 = -34756.786430
  nChanged 3
		SP:Iteration 6Q (15409.620000 sec): 3 clusters
  Score: Raw -36688.581046 + Penalty 1927.979686 = -34760.601360
  nChanged 3
		SP:Iteration 7Q (15409.770000 sec): 3 clusters
  Score: Raw -36696.338111 + Penalty 1927.979686 = -34768.358425
  nChanged 1
		SP:Iteration 8Q (15409.970000 sec): 3 clusters
  Score: Raw -36699.053826 + Penalty 1927.979686 = -34771.074140
  nChanged 2
		SP:Iteration 9Q (15410.100000 sec): 3 clusters
  Score: Raw -36701.799601 + Penalty 1927.979686 = -34773.819915
  nChanged 2
		SP:Iteration 10Q (15410.240000 sec): 3 clusters
  Score: Raw -36708.637944 + Penalty 1927.979686 = -34780.658258
  nChanged 0
		SP:Iteration 11F (15410.410000 sec): 3 clusters
  Score: Raw -36708.637944 + Penalty 1927.979686 = -34780.658258
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 52 (76 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (15410.490000 sec): 2 clusters
  Score: Raw -9044.906940 + Penalty 703.744168 = -8341.162773
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (15410.580000 sec): 3 clusters
  Score: Raw -9236.317361 + Penalty 1407.488336 = -7828.829025
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 53 (12282 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (15410.700000 sec): 2 clusters
  Score: Raw -1500304.503939 + Penalty 1530.082134 = -1498774.421805
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (15410.960000 sec): 3 clusters
  Score: Raw -1493207.854182 + Penalty 3060.164268 = -1490147.689914
  nChanged 5398
		SP:Iteration 1F (15411.150000 sec): 3 clusters
  Score: Raw -1496081.433309 + Penalty 3060.164268 = -1493021.269041
  nChanged 715
		SP:Iteration 2F (15411.400000 sec): 3 clusters
  Score: Raw -1496376.593633 + Penalty 3060.164268 = -1493316.429365
  nChanged 654
		SP:Iteration 3F (15411.610000 sec): 3 clusters
  Score: Raw -1496677.041646 + Penalty 3060.164268 = -1493616.877378
  nChanged 655
		SP:Iteration 4F (15411.850000 sec): 3 clusters
  Score: Raw -1496984.752509 + Penalty 3060.164268 = -1493924.588241
  nChanged 660
		SP:Iteration 5F (15412.040000 sec): 3 clusters
  Score: Raw -1497337.572793 + Penalty 3060.164268 = -1494277.408525
  nChanged 670
		SP:Iteration 6F (15412.230000 sec): 3 clusters
  Score: Raw -1497736.329348 + Penalty 3060.164268 = -1494676.165080
  nChanged 691
		SP:Iteration 7F (15412.460000 sec): 3 clusters
  Score: Raw -1498195.636572 + Penalty 3060.164268 = -1495135.472304
  nChanged 659
		SP:Iteration 8F (15412.690000 sec): 3 clusters
  Score: Raw -1498705.697122 + Penalty 3060.164268 = -1495645.532854
  nChanged 593
		SP:Iteration 9Q (15412.910000 sec): 3 clusters
  Score: Raw -1499221.304757 + Penalty 3060.164268 = -1496161.140489
  nChanged 449
		SP:Iteration 10Q (15413.090000 sec): 3 clusters
  Score: Raw -1499608.593480 + Penalty 3060.164268 = -1496548.429213
  nChanged 321
		SP:Iteration 11Q (15413.290000 sec): 3 clusters
  Score: Raw -1499885.085175 + Penalty 3060.164268 = -1496824.920907
  nChanged 212
		SP:Iteration 12Q (15413.520000 sec): 3 clusters
  Score: Raw -1500058.382867 + Penalty 3060.164268 = -1496998.218600
  nChanged 150
		SP:Iteration 13Q (15413.780000 sec): 3 clusters
  Score: Raw -1500192.836982 + Penalty 3060.164268 = -1497132.672714
  nChanged 109
		SP:Iteration 14Q (15413.970000 sec): 3 clusters
  Score: Raw -1500280.483466 + Penalty 3060.164268 = -1497220.319198
  nChanged 67
		SP:Iteration 15Q (15414.170000 sec): 3 clusters
  Score: Raw -1500344.805465 + Penalty 3060.164268 = -1497284.641197
  nChanged 59
		SP:Iteration 16Q (15414.380000 sec): 3 clusters
  Score: Raw -1500401.304718 + Penalty 3060.164268 = -1497341.140450
  nChanged 36
		SP:Iteration 17Q (15414.550000 sec): 3 clusters
  Score: Raw -1500431.022702 + Penalty 3060.164268 = -1497370.858434
  nChanged 19
		SP:Iteration 18Q (15414.760000 sec): 3 clusters
  Score: Raw -1500445.076748 + Penalty 3060.164268 = -1497384.912480
  nChanged 13
		SP:Iteration 19Q (15414.990000 sec): 3 clusters
  Score: Raw -1500454.921563 + Penalty 3060.164268 = -1497394.757295
  nChanged 12
		SP:Iteration 20F (15415.230000 sec): 3 clusters
  Score: Raw -1500463.865100 + Penalty 3060.164268 = -1497403.700832
  nChanged 6
		SP:Iteration 21Q (15415.420000 sec): 3 clusters
  Score: Raw -1500469.310367 + Penalty 3060.164268 = -1497409.146099
  nChanged 5
		SP:Iteration 22Q (15415.610000 sec): 3 clusters
  Score: Raw -1500473.020829 + Penalty 3060.164268 = -1497412.856561
  nChanged 2
		SP:Iteration 23Q (15415.860000 sec): 3 clusters
  Score: Raw -1500473.719644 + Penalty 3060.164268 = -1497413.555376
  nChanged 0
		SP:Iteration 24F (15416.080000 sec): 3 clusters
  Score: Raw -1500473.719644 + Penalty 3060.164268 = -1497413.555376
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 54 (376 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (15416.140000 sec): 2 clusters
  Score: Raw -33072.421383 + Penalty 963.558236 = -32108.863147
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (15416.260000 sec): 3 clusters
  Score: Raw -33137.609288 + Penalty 1927.116472 = -31210.492816
  nChanged 97
		SP:Iteration 1F (15416.420000 sec): 3 clusters
  Score: Raw -33385.967150 + Penalty 1927.116472 = -31458.850678
  nChanged 34
		SP:Iteration 2F (15416.570000 sec): 3 clusters
  Score: Raw -33509.398709 + Penalty 1927.116472 = -31582.282238
  nChanged 16
		SP:Iteration 3Q (15416.770000 sec): 3 clusters
  Score: Raw -33570.500261 + Penalty 1927.116472 = -31643.383789
  nChanged 11
		SP:Iteration 4Q (15416.930000 sec): 3 clusters
  Score: Raw -33614.027996 + Penalty 1927.116472 = -31686.911525
  nChanged 7
		SP:Iteration 5Q (15417.100000 sec): 3 clusters
  Score: Raw -33644.163082 + Penalty 1927.116472 = -31717.046610
  nChanged 7
		SP:Iteration 6Q (15417.220000 sec): 3 clusters
  Score: Raw -33667.118296 + Penalty 1927.116472 = -31740.001824
  nChanged 6
		SP:Iteration 7Q (15417.400000 sec): 3 clusters
  Score: Raw -33684.158512 + Penalty 1927.116472 = -31757.042040
  nChanged 4
		SP:Iteration 8Q (15417.580000 sec): 3 clusters
  Score: Raw -33689.768638 + Penalty 1927.116472 = -31762.652167
  nChanged 1
		SP:Iteration 9Q (15417.710000 sec): 3 clusters
  Score: Raw -33693.304259 + Penalty 1927.116472 = -31766.187787
  nChanged 3
		SP:Iteration 10Q (15417.870000 sec): 3 clusters
  Score: Raw -33702.603622 + Penalty 1927.116472 = -31775.487150
  nChanged 3
		SP:Iteration 11Q (15418.070000 sec): 3 clusters
  Score: Raw -33734.002814 + Penalty 1927.116472 = -31806.886342
  nChanged 4
		SP:Iteration 12Q (15418.230000 sec): 3 clusters
  Score: Raw -33793.192098 + Penalty 1927.116472 = -31866.075626
  nChanged 5
		SP:Iteration 13Q (15418.400000 sec): 3 clusters
  Score: Raw -33818.232938 + Penalty 1927.116472 = -31891.116467
  nChanged 3
		SP:Iteration 14Q (15418.530000 sec): 3 clusters
  Score: Raw -33829.445328 + Penalty 1927.116472 = -31902.328856
  nChanged 2
		SP:Iteration 15Q (15418.660000 sec): 3 clusters
  Score: Raw -33832.421127 + Penalty 1927.116472 = -31905.304655
  nChanged 0
		SP:Iteration 16F (15418.820000 sec): 3 clusters
  Score: Raw -33832.421127 + Penalty 1927.116472 = -31905.304655
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 56 (164 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (15418.870000 sec): 2 clusters
  Score: Raw -19711.134100 + Penalty 828.728295 = -18882.405806
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (15418.980000 sec): 3 clusters
  Score: Raw -19845.126592 + Penalty 1657.456589 = -18187.670003
  nChanged 11
		SP:Iteration 1F (15419.140000 sec): 3 clusters
  Score: Raw -19904.707439 + Penalty 1657.456589 = -18247.250849
  nChanged 4
		SP:Iteration 2Q (15419.250000 sec): 3 clusters
  Score: Raw -19922.934784 + Penalty 1657.456589 = -18265.478195
  nChanged 2
		SP:Iteration 3Q (15419.410000 sec): 3 clusters
  Score: Raw -19933.331740 + Penalty 1657.456589 = -18275.875151
  nChanged 1
		SP:Iteration 4Q (15419.530000 sec): 3 clusters
  Score: Raw -19936.370803 + Penalty 1657.456589 = -18278.914214
  nChanged 0
		SP:Iteration 5F (15419.670000 sec): 3 clusters
  Score: Raw -19936.370803 + Penalty 1657.456589 = -18278.914214
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 57 (19969 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (15419.860000 sec): 2 clusters
  Score: Raw -2428333.476016 + Penalty 1609.064657 = -2426724.411360
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (15420.140000 sec): 3 clusters
  Score: Raw -2416333.279018 + Penalty 3218.129314 = -2413115.149704
  nChanged 8968
		SP:Iteration 1F (15420.380000 sec): 3 clusters
  Score: Raw -2421162.255484 + Penalty 3218.129314 = -2417944.126170
  nChanged 922
		SP:Iteration 2Q (15420.640000 sec): 3 clusters
  Score: Raw -2421481.882707 + Penalty 3218.129314 = -2418263.753393
  nChanged 904
		SP:Iteration 3Q (15420.910000 sec): 3 clusters
  Score: Raw -2421811.403904 + Penalty 3218.129314 = -2418593.274590
  nChanged 887
		SP:Iteration 4Q (15421.190000 sec): 3 clusters
  Score: Raw -2422161.466887 + Penalty 3218.129314 = -2418943.337573
  nChanged 965
		SP:Iteration 5Q (15421.460000 sec): 3 clusters
  Score: Raw -2422584.516916 + Penalty 3218.129314 = -2419366.387603
  nChanged 1036
		SP:Iteration 6F (15421.710000 sec): 3 clusters
  Score: Raw -2423134.179883 + Penalty 3218.129314 = -2419916.050570
  nChanged 1167
		SP:Iteration 7F (15422.040000 sec): 3 clusters
  Score: Raw -2423838.230950 + Penalty 3218.129314 = -2420620.101636
  nChanged 1241
		SP:Iteration 8F (15422.290000 sec): 3 clusters
  Score: Raw -2424721.009438 + Penalty 3218.129314 = -2421502.880124
  nChanged 1227
		SP:Iteration 9F (15422.560000 sec): 3 clusters
  Score: Raw -2425715.060069 + Penalty 3218.129314 = -2422496.930755
  nChanged 1096
		SP:Iteration 10F (15422.800000 sec): 3 clusters
  Score: Raw -2426694.987326 + Penalty 3218.129314 = -2423476.858012
  nChanged 853
		SP:Iteration 11Q (15423.080000 sec): 3 clusters
  Score: Raw -2427458.905219 + Penalty 3218.129314 = -2424240.775906
  nChanged 549
		SP:Iteration 12Q (15423.370000 sec): 3 clusters
  Score: Raw -2427956.480644 + Penalty 3218.129314 = -2424738.351331
  nChanged 284
		SP:Iteration 13Q (15423.600000 sec): 3 clusters
  Score: Raw -2428222.108554 + Penalty 3218.129314 = -2425003.979240
  nChanged 144
		SP:Iteration 14Q (15423.860000 sec): 3 clusters
  Score: Raw -2428373.686299 + Penalty 3218.129314 = -2425155.556985
  nChanged 81
		SP:Iteration 15Q (15424.100000 sec): 3 clusters
  Score: Raw -2428454.920701 + Penalty 3218.129314 = -2425236.791387
  nChanged 45
		SP:Iteration 16Q (15424.400000 sec): 3 clusters
  Score: Raw -2428497.158041 + Penalty 3218.129314 = -2425279.028728
  nChanged 22
		SP:Iteration 17Q (15424.640000 sec): 3 clusters
  Score: Raw -2428521.123408 + Penalty 3218.129314 = -2425302.994094
  nChanged 14
		SP:Iteration 18Q (15424.880000 sec): 3 clusters
  Score: Raw -2428538.632792 + Penalty 3218.129314 = -2425320.503478
  nChanged 12
		SP:Iteration 19Q (15425.140000 sec): 3 clusters
  Score: Raw -2428550.010604 + Penalty 3218.129314 = -2425331.881291
  nChanged 8
		SP:Iteration 20F (15425.410000 sec): 3 clusters
  Score: Raw -2428559.704668 + Penalty 3218.129314 = -2425341.575354
  nChanged 4
		SP:Iteration 21Q (15425.600000 sec): 3 clusters
  Score: Raw -2428564.860821 + Penalty 3218.129314 = -2425346.731507
  nChanged 2
		SP:Iteration 22Q (15425.830000 sec): 3 clusters
  Score: Raw -2428567.608594 + Penalty 3218.129314 = -2425349.479280
  nChanged 2
		SP:Iteration 23Q (15426.060000 sec): 3 clusters
  Score: Raw -2428569.504620 + Penalty 3218.129314 = -2425351.375306
  nChanged 2
		SP:Iteration 24Q (15426.300000 sec): 3 clusters
  Score: Raw -2428571.101339 + Penalty 3218.129314 = -2425352.972026
  nChanged 3
		SP:Iteration 25Q (15426.510000 sec): 3 clusters
  Score: Raw -2428573.515529 + Penalty 3218.129314 = -2425355.386216
  nChanged 2
		SP:Iteration 26Q (15426.730000 sec): 3 clusters
  Score: Raw -2428574.281188 + Penalty 3218.129314 = -2425356.151874
  nChanged 1
		SP:Iteration 27Q (15426.980000 sec): 3 clusters
  Score: Raw -2428574.693798 + Penalty 3218.129314 = -2425356.564484
  nChanged 1
		SP:Iteration 28Q (15427.220000 sec): 3 clusters
  Score: Raw -2428574.942379 + Penalty 3218.129314 = -2425356.813065
  nChanged 0
		SP:Iteration 29F (15427.470000 sec): 3 clusters
  Score: Raw -2428574.942379 + Penalty 3218.129314 = -2425356.813065
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 58 (351 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (15427.590000 sec): 2 clusters
  Score: Raw -17238.014345 + Penalty 952.377761 = -16285.636583
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (15427.720000 sec): 3 clusters
  Score: Raw -17326.037431 + Penalty 1904.755523 = -15421.281908
  nChanged 94
		SP:Iteration 1F (15427.870000 sec): 3 clusters
  Score: Raw -17739.339451 + Penalty 1904.755523 = -15834.583928
  nChanged 38
		SP:Iteration 2F (15427.950000 sec): 3 clusters
  Score: Raw -17922.660784 + Penalty 1904.755523 = -16017.905261
  nChanged 14
		SP:Iteration 3Q (15428.080000 sec): 3 clusters
  Score: Raw -18028.622761 + Penalty 1904.755523 = -16123.867238
  nChanged 14
		SP:Iteration 4Q (15428.200000 sec): 3 clusters
  Score: Raw -18146.517215 + Penalty 1904.755523 = -16241.761693
  nChanged 8
		SP:Iteration 5Q (15428.330000 sec): 3 clusters
  Score: Raw -18201.842865 + Penalty 1904.755523 = -16297.087342
  nChanged 2
		SP:Iteration 6Q (15428.450000 sec): 3 clusters
  Score: Raw -18219.439926 + Penalty 1904.755523 = -16314.684403
  nChanged 2
		SP:Iteration 7Q (15428.600000 sec): 3 clusters
  Score: Raw -18231.244702 + Penalty 1904.755523 = -16326.489179
  nChanged 3
		SP:Iteration 8Q (15428.840000 sec): 3 clusters
  Score: Raw -18244.482845 + Penalty 1904.755523 = -16339.727322
  nChanged 1
		SP:Iteration 9Q (15429.020000 sec): 3 clusters
  Score: Raw -18251.030180 + Penalty 1904.755523 = -16346.274657
  nChanged 0
		SP:Iteration 10F (15429.200000 sec): 3 clusters
  Score: Raw -18253.701274 + Penalty 1904.755523 = -16348.945752
  nChanged 1
		SP:Iteration 11Q (15429.370000 sec): 3 clusters
  Score: Raw -18262.997473 + Penalty 1904.755523 = -16358.241950
  nChanged 1
		SP:Iteration 12Q (15429.520000 sec): 3 clusters
  Score: Raw -18267.503368 + Penalty 1904.755523 = -16362.747845
  nChanged 0
		SP:Iteration 13F (15429.660000 sec): 3 clusters
  Score: Raw -18267.503368 + Penalty 1904.755523 = -16362.747845
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 68.
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 59 (4833 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (15429.770000 sec): 2 clusters
  Score: Raw -587547.046395 + Penalty 1378.523684 = -586168.522711
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (15429.950000 sec): 3 clusters
  Score: Raw -585073.321888 + Penalty 2757.047368 = -582316.274519
  nChanged 1882
		SP:Iteration 1F (15430.110000 sec): 3 clusters
  Score: Raw -586136.807857 + Penalty 2757.047368 = -583379.760489
  nChanged 358
		SP:Iteration 2F (15430.280000 sec): 3 clusters
  Score: Raw -586326.244407 + Penalty 2757.047368 = -583569.197038
  nChanged 275
		SP:Iteration 3F (15430.460000 sec): 3 clusters
  Score: Raw -586466.881642 + Penalty 2757.047368 = -583709.834274
  nChanged 211
		SP:Iteration 4Q (15430.620000 sec): 3 clusters
  Score: Raw -586584.271931 + Penalty 2757.047368 = -583827.224563
  nChanged 216
		SP:Iteration 5Q (15430.790000 sec): 3 clusters
  Score: Raw -586709.952921 + Penalty 2757.047368 = -583952.905552
  nChanged 234
		SP:Iteration 6Q (15430.970000 sec): 3 clusters
  Score: Raw -586846.317738 + Penalty 2757.047368 = -584089.270370
  nChanged 217
		SP:Iteration 7Q (15431.080000 sec): 3 clusters
  Score: Raw -586968.808664 + Penalty 2757.047368 = -584211.761296
  nChanged 194
		SP:Iteration 8Q (15431.220000 sec): 3 clusters
  Score: Raw -587093.668764 + Penalty 2757.047368 = -584336.621396
  nChanged 211
		SP:Iteration 9Q (15431.350000 sec): 3 clusters
  Score: Raw -587236.579797 + Penalty 2757.047368 = -584479.532429
  nChanged 197
		SP:Iteration 10Q (15431.480000 sec): 3 clusters
  Score: Raw -587387.933658 + Penalty 2757.047368 = -584630.886290
  nChanged 169
		SP:Iteration 11Q (15431.600000 sec): 3 clusters
  Score: Raw -587517.030402 + Penalty 2757.047368 = -584759.983033
  nChanged 131
		SP:Iteration 12Q (15431.750000 sec): 3 clusters
  Score: Raw -587611.334180 + Penalty 2757.047368 = -584854.286812
  nChanged 96
		SP:Iteration 13Q (15431.870000 sec): 3 clusters
  Score: Raw -587674.325404 + Penalty 2757.047368 = -584917.278035
  nChanged 60
		SP:Iteration 14Q (15432.050000 sec): 3 clusters
  Score: Raw -587710.166147 + Penalty 2757.047368 = -584953.118778
  nChanged 33
		SP:Iteration 15Q (15432.240000 sec): 3 clusters
  Score: Raw -587731.354612 + Penalty 2757.047368 = -584974.307244
  nChanged 21
		SP:Iteration 16Q (15432.390000 sec): 3 clusters
  Score: Raw -587746.954334 + Penalty 2757.047368 = -584989.906966
  nChanged 13
		SP:Iteration 17Q (15432.520000 sec): 3 clusters
  Score: Raw -587756.737158 + Penalty 2757.047368 = -584999.689790
  nChanged 9
		SP:Iteration 18Q (15432.650000 sec): 3 clusters
  Score: Raw -587761.477820 + Penalty 2757.047368 = -585004.430451
  nChanged 8
		SP:Iteration 19Q (15432.840000 sec): 3 clusters
  Score: Raw -587766.519327 + Penalty 2757.047368 = -585009.471959
  nChanged 10
		SP:Iteration 20F (15433.010000 sec): 3 clusters
  Score: Raw -587771.830731 + Penalty 2757.047368 = -585014.783363
  nChanged 4
		SP:Iteration 21Q (15433.160000 sec): 3 clusters
  Score: Raw -587774.585115 + Penalty 2757.047368 = -585017.537746
  nChanged 2
		SP:Iteration 22Q (15433.290000 sec): 3 clusters
  Score: Raw -587775.416744 + Penalty 2757.047368 = -585018.369376
  nChanged 1
		SP:Iteration 23Q (15433.470000 sec): 3 clusters
  Score: Raw -587776.497909 + Penalty 2757.047368 = -585019.450540
  nChanged 1
		SP:Iteration 24Q (15433.650000 sec): 3 clusters
  Score: Raw -587777.282902 + Penalty 2757.047368 = -585020.235534
  nChanged 2
		SP:Iteration 25Q (15433.790000 sec): 3 clusters
  Score: Raw -587777.741129 + Penalty 2757.047368 = -585020.693761
  nChanged 0
		SP:Iteration 26F (15433.950000 sec): 3 clusters
  Score: Raw -587777.741129 + Penalty 2757.047368 = -585020.693761
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 60 (236 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (15434.050000 sec): 2 clusters
  Score: Raw -13447.237877 + Penalty 887.872668 = -12559.365208
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (15434.230000 sec): 3 clusters
  Score: Raw -13608.281071 + Penalty 1775.745337 = -11832.535735
  nChanged 51
		SP:Iteration 1F (15434.360000 sec): 3 clusters
  Score: Raw -13778.044340 + Penalty 1775.745337 = -12002.299003
  nChanged 13
		SP:Iteration 2F (15434.510000 sec): 3 clusters
  Score: Raw -13834.910209 + Penalty 1775.745337 = -12059.164872
  nChanged 10
		SP:Iteration 3Q (15434.630000 sec): 3 clusters
  Score: Raw -13878.684314 + Penalty 1775.745337 = -12102.938977
  nChanged 8
		SP:Iteration 4Q (15434.760000 sec): 3 clusters
  Score: Raw -13914.485566 + Penalty 1775.745337 = -12138.740229
  nChanged 6
		SP:Iteration 5Q (15434.890000 sec): 3 clusters
  Score: Raw -13955.672982 + Penalty 1775.745337 = -12179.927645
  nChanged 4
		SP:Iteration 6Q (15435.060000 sec): 3 clusters
  Score: Raw -13979.967016 + Penalty 1775.745337 = -12204.221680
  nChanged 4
		SP:Iteration 7Q (15435.240000 sec): 3 clusters
  Score: Raw -14016.189309 + Penalty 1775.745337 = -12240.443972
  nChanged 5
		SP:Iteration 8Q (15435.380000 sec): 3 clusters
  Score: Raw -14073.737741 + Penalty 1775.745337 = -12297.992404
  nChanged 2
		SP:Iteration 9Q (15435.580000 sec): 3 clusters
  Score: Raw -14084.618936 + Penalty 1775.745337 = -12308.873600
  nChanged 0
		SP:Iteration 10F (15435.760000 sec): 3 clusters
  Score: Raw -14085.021289 + Penalty 1775.745337 = -12309.275953
  nChanged 1
		SP:Iteration 11Q (15435.900000 sec): 3 clusters
  Score: Raw -14104.266124 + Penalty 1775.745337 = -12328.520787
  nChanged 1
		SP:Iteration 12Q (15436.090000 sec): 3 clusters
  Score: Raw -14114.172183 + Penalty 1775.745337 = -12338.426847
  nChanged 1
		SP:Iteration 13Q (15436.230000 sec): 3 clusters
  Score: Raw -14139.231962 + Penalty 1775.745337 = -12363.486626
  nChanged 0
		SP:Iteration 14F (15436.380000 sec): 3 clusters
  Score: Raw -14139.231962 + Penalty 1775.745337 = -12363.486626
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 61 (237 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (15436.430000 sec): 2 clusters
  Score: Raw -22355.065183 + Penalty 888.559773 = -21466.505410
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (15436.600000 sec): 3 clusters
  Score: Raw -22474.035024 + Penalty 1777.119546 = -20696.915478
  nChanged 43
		SP:Iteration 1F (15436.740000 sec): 3 clusters
  Score: Raw -22632.082168 + Penalty 1777.119546 = -20854.962623
  nChanged 11
		SP:Iteration 2Q (15436.910000 sec): 3 clusters
  Score: Raw -22690.122158 + Penalty 1777.119546 = -20913.002612
  nChanged 2
		SP:Iteration 3Q (15437.100000 sec): 3 clusters
  Score: Raw -22695.399824 + Penalty 1777.119546 = -20918.280279
  nChanged 0
		SP:Iteration 4F (15437.220000 sec): 3 clusters
  Score: Raw -22695.399824 + Penalty 1777.119546 = -20918.280279
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 62 (323 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (15437.300000 sec): 2 clusters
  Score: Raw -23784.487065 + Penalty 938.868503 = -22845.618562
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (15437.450000 sec): 3 clusters
  Score: Raw -23861.871023 + Penalty 1877.737005 = -21984.134018
  nChanged 71
		SP:Iteration 1F (15437.600000 sec): 3 clusters
  Score: Raw -24045.103551 + Penalty 1877.737005 = -22167.366546
  nChanged 22
		SP:Iteration 2F (15437.730000 sec): 3 clusters
  Score: Raw -24104.748649 + Penalty 1877.737005 = -22227.011644
  nChanged 13
		SP:Iteration 3Q (15437.870000 sec): 3 clusters
  Score: Raw -24147.078731 + Penalty 1877.737005 = -22269.341726
  nChanged 14
		SP:Iteration 4Q (15438.000000 sec): 3 clusters
  Score: Raw -24190.330539 + Penalty 1877.737005 = -22312.593534
  nChanged 9
		SP:Iteration 5Q (15438.150000 sec): 3 clusters
  Score: Raw -24214.617651 + Penalty 1877.737005 = -22336.880646
  nChanged 4
		SP:Iteration 6Q (15438.320000 sec): 3 clusters
  Score: Raw -24236.046105 + Penalty 1877.737005 = -22358.309100
  nChanged 3
		SP:Iteration 7Q (15438.480000 sec): 3 clusters
  Score: Raw -24245.043072 + Penalty 1877.737005 = -22367.306067
  nChanged 1
		SP:Iteration 8Q (15438.590000 sec): 3 clusters
  Score: Raw -24247.046764 + Penalty 1877.737005 = -22369.309759
  nChanged 1
		SP:Iteration 9Q (15438.760000 sec): 3 clusters
  Score: Raw -24248.860259 + Penalty 1877.737005 = -22371.123254
  nChanged 3
		SP:Iteration 10Q (15438.970000 sec): 3 clusters
  Score: Raw -24256.596314 + Penalty 1877.737005 = -22378.859309
  nChanged 2
		SP:Iteration 11Q (15439.160000 sec): 3 clusters
  Score: Raw -24264.224823 + Penalty 1877.737005 = -22386.487818
  nChanged 1
		SP:Iteration 12Q (15439.290000 sec): 3 clusters
  Score: Raw -24266.262167 + Penalty 1877.737005 = -22388.525162
  nChanged 2
		SP:Iteration 13Q (15439.470000 sec): 3 clusters
  Score: Raw -24271.811441 + Penalty 1877.737005 = -22394.074436
  nChanged 1
		SP:Iteration 14Q (15439.660000 sec): 3 clusters
  Score: Raw -24273.983627 + Penalty 1877.737005 = -22396.246622
  nChanged 0
		SP:Iteration 15F (15439.820000 sec): 3 clusters
  Score: Raw -24273.983627 + Penalty 1877.737005 = -22396.246622
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 63 (410 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (15439.920000 sec): 2 clusters
  Score: Raw -49457.812159 + Penalty 977.625538 = -48480.186620
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (15440.040000 sec): 3 clusters
  Score: Raw -49441.001307 + Penalty 1955.251077 = -47485.750230
  nChanged 109
		SP:Iteration 1F (15440.220000 sec): 3 clusters
  Score: Raw -49615.052417 + Penalty 1955.251077 = -47659.801340
  nChanged 23
		SP:Iteration 2F (15440.320000 sec): 3 clusters
  Score: Raw -49668.016160 + Penalty 1955.251077 = -47712.765083
  nChanged 19
		SP:Iteration 3Q (15440.470000 sec): 3 clusters
  Score: Raw -49755.726774 + Penalty 1955.251077 = -47800.475697
  nChanged 26
		SP:Iteration 4F (15440.560000 sec): 3 clusters
  Score: Raw -49828.151665 + Penalty 1955.251077 = -47872.900588
  nChanged 20
		SP:Iteration 5Q (15440.660000 sec): 3 clusters
  Score: Raw -49883.906551 + Penalty 1955.251077 = -47928.655474
  nChanged 13
		SP:Iteration 6Q (15440.750000 sec): 3 clusters
  Score: Raw -49931.955487 + Penalty 1955.251077 = -47976.704410
  nChanged 9
		SP:Iteration 7Q (15440.850000 sec): 3 clusters
  Score: Raw -50023.269445 + Penalty 1955.251077 = -48068.018368
  nChanged 11
		SP:Iteration 8Q (15440.940000 sec): 3 clusters
  Score: Raw -50112.637401 + Penalty 1955.251077 = -48157.386324
  nChanged 11
		SP:Iteration 9Q (15441.040000 sec): 3 clusters
  Score: Raw -50136.633290 + Penalty 1955.251077 = -48181.382213
  nChanged 5
		SP:Iteration 10Q (15441.130000 sec): 3 clusters
  Score: Raw -50146.940672 + Penalty 1955.251077 = -48191.689595
  nChanged 2
		SP:Iteration 11Q (15441.220000 sec): 3 clusters
  Score: Raw -50148.593963 + Penalty 1955.251077 = -48193.342886
  nChanged 2
		SP:Iteration 12Q (15441.360000 sec): 3 clusters
  Score: Raw -50150.799404 + Penalty 1955.251077 = -48195.548327
  nChanged 0
		SP:Iteration 13F (15441.450000 sec): 3 clusters
  Score: Raw -50150.799404 + Penalty 1955.251077 = -48195.548327
  nChanged 0
Deleting Class 55 (149 points): Lose 1591.279119 but Gain 2224.536093
Iteration 179Q (15532.280000 sec): 68 clusters
  Score: Raw -104721597.474823 + Penalty 149043.918250 = -104572553.556573
  nChanged 2878
Iteration 180F (15669.700000 sec): 68 clusters
  Score: Raw -104723610.656462 + Penalty 149043.918250 = -104574566.738212
  nChanged 2206
Iteration 181Q (15784.810000 sec): 68 clusters
  Score: Raw -104724537.500642 + Penalty 149043.918250 = -104575493.582393
  nChanged 1470
Iteration 182Q (15880.170000 sec): 68 clusters
  Score: Raw -104724921.053465 + Penalty 149043.918250 = -104575877.135215
  nChanged 1238
Iteration 183Q (15972.290000 sec): 68 clusters
  Score: Raw -104725178.545322 + Penalty 149043.918250 = -104576134.627073
  nChanged 990
Iteration 184Q (16060.160000 sec): 68 clusters
  Score: Raw -104725317.014219 + Penalty 149043.918250 = -104576273.095970
  nChanged 822
Iteration 185Q (16149.040000 sec): 68 clusters
  Score: Raw -104725411.475049 + Penalty 149043.918250 = -104576367.556799
  nChanged 708
Iteration 186Q (16240.250000 sec): 68 clusters
  Score: Raw -104725484.131597 + Penalty 149043.918250 = -104576440.213347
  nChanged 697
Iteration 187Q (16347.370000 sec): 68 clusters
  Score: Raw -104725549.964689 + Penalty 149043.918250 = -104576506.046440
  nChanged 714
Iteration 188Q (16448.660000 sec): 68 clusters
  Score: Raw -104725617.198883 + Penalty 149043.918250 = -104576573.280633
  nChanged 697
Iteration 189Q (16549.530000 sec): 68 clusters
  Score: Raw -104725685.871167 + Penalty 149043.918250 = -104576641.952917
  nChanged 717
Iteration 190Q (16647.480000 sec): 68 clusters
  Score: Raw -104725750.803173 + Penalty 149043.918250 = -104576706.884924
  nChanged 709
Iteration 191Q (16737.240000 sec): 68 clusters
  Score: Raw -104725815.014170 + Penalty 149043.918250 = -104576771.095920
  nChanged 691
Iteration 192Q (16853.880000 sec): 68 clusters
  Score: Raw -104725871.305333 + Penalty 149043.918250 = -104576827.387083
  nChanged 651
Iteration 193Q (16956.180000 sec): 68 clusters
  Score: Raw -104725918.147702 + Penalty 149043.918250 = -104576874.229452
  nChanged 583
Iteration 194Q (17046.310000 sec): 68 clusters
  Score: Raw -104725958.577120 + Penalty 149043.918250 = -104576914.658871
  nChanged 557
Iteration 195Q (17133.790000 sec): 68 clusters
  Score: Raw -104725994.051931 + Penalty 149043.918250 = -104576950.133682
  nChanged 523
Iteration 196Q (17215.780000 sec): 68 clusters
  Score: Raw -104726028.543420 + Penalty 149043.918250 = -104576984.625170
  nChanged 542
Iteration 197Q (17302.900000 sec): 68 clusters
  Score: Raw -104726065.161135 + Penalty 149043.918250 = -104577021.242886
  nChanged 528
Iteration 198Q (17406.350000 sec): 68 clusters
  Score: Raw -104726099.070482 + Penalty 149043.918250 = -104577055.152232
  nChanged 512
Iteration 199Q (17511.640000 sec): 68 clusters
  Score: Raw -104726128.794488 + Penalty 149043.918250 = -104577084.876238
  nChanged 479
Deleting Class 65 (211 points): Lose 2180.961474 but Gain 2224.536093
Iteration 200F (17675.930000 sec): 67 clusters
  Score: Raw -104724001.542215 + Penalty 146819.382156 = -104577182.160059
  nChanged 661
Iteration 201Q (17792.940000 sec): 67 clusters
  Score: Raw -104725494.016880 + Penalty 146819.382156 = -104578674.634723
  nChanged 467
Iteration 202Q (17896.120000 sec): 67 clusters
  Score: Raw -104725743.135026 + Penalty 146819.382156 = -104578923.752869
  nChanged 447
Iteration 203Q (17987.250000 sec): 67 clusters
  Score: Raw -104725913.138002 + Penalty 146819.382156 = -104579093.755846
  nChanged 460
Iteration 204Q (18079.120000 sec): 67 clusters
  Score: Raw -104726090.383200 + Penalty 146819.382156 = -104579271.001044
  nChanged 461
Iteration 205Q (18165.300000 sec): 67 clusters
  Score: Raw -104726130.802413 + Penalty 146819.382156 = -104579311.420257
  nChanged 451
Iteration 206Q (18253.850000 sec): 67 clusters
  Score: Raw -104726162.984483 + Penalty 146819.382156 = -104579343.602327
  nChanged 487
Iteration 207Q (18345.300000 sec): 67 clusters
  Score: Raw -104726193.576363 + Penalty 146819.382156 = -104579374.194207
  nChanged 461
Iteration 208Q (18452.590000 sec): 67 clusters
  Score: Raw -104726226.711597 + Penalty 146819.382156 = -104579407.329440
  nChanged 475
Iteration 209Q (18554.630000 sec): 67 clusters
  Score: Raw -104726262.962277 + Penalty 146819.382156 = -104579443.580121
  nChanged 487
Iteration 210Q (18657.270000 sec): 67 clusters
  Score: Raw -104726299.574895 + Penalty 146819.382156 = -104579480.192739
  nChanged 515
Iteration 211Q (18762.570000 sec): 67 clusters
  Score: Raw -104726340.583382 + Penalty 146819.382156 = -104579521.201226
  nChanged 537
Iteration 212Q (18869.740000 sec): 67 clusters
  Score: Raw -104726378.864005 + Penalty 146819.382156 = -104579559.481849
  nChanged 533
Iteration 213Q (18976.400000 sec): 67 clusters
  Score: Raw -104726417.867495 + Penalty 146819.382156 = -104579598.485339
  nChanged 489
Iteration 214Q (19079.510000 sec): 67 clusters
  Score: Raw -104726453.982998 + Penalty 146819.382156 = -104579634.600842
  nChanged 535
Iteration 215Q (19180.890000 sec): 67 clusters
  Score: Raw -104726491.966752 + Penalty 146819.382156 = -104579672.584596
  nChanged 477
Iteration 216Q (19282.170000 sec): 67 clusters
  Score: Raw -104726524.515342 + Penalty 146819.382156 = -104579705.133186
  nChanged 494
Iteration 217Q (19388.800000 sec): 67 clusters
  Score: Raw -104726556.767562 + Penalty 146819.382156 = -104579737.385406
  nChanged 481
Iteration 218Q (19490.740000 sec): 67 clusters
  Score: Raw -104726586.498895 + Penalty 146819.382156 = -104579767.116739
  nChanged 497
Writing temp clu file 
Because OldScore, -104579737.385406, is greater than current (better) Score,-104579767.116739 
 Compute initial score before splitting:   Score: Raw -104726586.498895 + Penalty 146819.382156 = -104579767.116739
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 1 (10592 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (19491.150000 sec): 2 clusters
  Score: Raw -1257453.251494 + Penalty 1506.026320 = -1255947.225173
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (19491.380000 sec): 3 clusters
  Score: Raw -1251465.779296 + Penalty 3012.052640 = -1248453.726656
  nChanged 4602
		SP:Iteration 1F (19491.630000 sec): 3 clusters
  Score: Raw -1254104.477899 + Penalty 3012.052640 = -1251092.425259
  nChanged 674
		SP:Iteration 2F (19491.880000 sec): 3 clusters
  Score: Raw -1254395.858630 + Penalty 3012.052640 = -1251383.805990
  nChanged 511
		SP:Iteration 3Q (19492.140000 sec): 3 clusters
  Score: Raw -1254625.591954 + Penalty 3012.052640 = -1251613.539314
  nChanged 485
		SP:Iteration 4Q (19492.360000 sec): 3 clusters
  Score: Raw -1254814.444944 + Penalty 3012.052640 = -1251802.392303
  nChanged 396
		SP:Iteration 5Q (19492.590000 sec): 3 clusters
  Score: Raw -1254979.190075 + Penalty 3012.052640 = -1251967.137434
  nChanged 367
		SP:Iteration 6Q (19492.890000 sec): 3 clusters
  Score: Raw -1255143.428679 + Penalty 3012.052640 = -1252131.376039
  nChanged 378
		SP:Iteration 7Q (19493.130000 sec): 3 clusters
  Score: Raw -1255316.743182 + Penalty 3012.052640 = -1252304.690541
  nChanged 405
		SP:Iteration 8Q (19493.430000 sec): 3 clusters
  Score: Raw -1255535.181345 + Penalty 3012.052640 = -1252523.128705
  nChanged 455
		SP:Iteration 9Q (19493.690000 sec): 3 clusters
  Score: Raw -1255808.095921 + Penalty 3012.052640 = -1252796.043281
  nChanged 450
		SP:Iteration 10Q (19493.860000 sec): 3 clusters
  Score: Raw -1256110.265535 + Penalty 3012.052640 = -1253098.212895
  nChanged 453
		SP:Iteration 11Q (19494.100000 sec): 3 clusters
  Score: Raw -1256437.072355 + Penalty 3012.052640 = -1253425.019714
  nChanged 404
		SP:Iteration 12Q (19494.340000 sec): 3 clusters
  Score: Raw -1256746.891777 + Penalty 3012.052640 = -1253734.839137
  nChanged 336
		SP:Iteration 13Q (19494.590000 sec): 3 clusters
  Score: Raw -1256998.627754 + Penalty 3012.052640 = -1253986.575114
  nChanged 266
		SP:Iteration 14Q (19494.790000 sec): 3 clusters
  Score: Raw -1257205.389186 + Penalty 3012.052640 = -1254193.336545
  nChanged 191
		SP:Iteration 15Q (19495.010000 sec): 3 clusters
  Score: Raw -1257354.593195 + Penalty 3012.052640 = -1254342.540554
  nChanged 129
		SP:Iteration 16Q (19495.210000 sec): 3 clusters
  Score: Raw -1257463.823323 + Penalty 3012.052640 = -1254451.770683
  nChanged 78
		SP:Iteration 17Q (19495.420000 sec): 3 clusters
  Score: Raw -1257538.642944 + Penalty 3012.052640 = -1254526.590304
  nChanged 57
		SP:Iteration 18Q (19495.630000 sec): 3 clusters
  Score: Raw -1257594.110210 + Penalty 3012.052640 = -1254582.057569
  nChanged 31
		SP:Iteration 19Q (19495.830000 sec): 3 clusters
  Score: Raw -1257623.561508 + Penalty 3012.052640 = -1254611.508868
  nChanged 21
		SP:Iteration 20F (19496.040000 sec): 3 clusters
  Score: Raw -1257642.796820 + Penalty 3012.052640 = -1254630.744179
  nChanged 9
		SP:Iteration 21Q (19496.290000 sec): 3 clusters
  Score: Raw -1257652.442932 + Penalty 3012.052640 = -1254640.390291
  nChanged 7
		SP:Iteration 22Q (19496.540000 sec): 3 clusters
  Score: Raw -1257661.008200 + Penalty 3012.052640 = -1254648.955560
  nChanged 7
		SP:Iteration 23Q (19496.790000 sec): 3 clusters
  Score: Raw -1257668.987667 + Penalty 3012.052640 = -1254656.935026
  nChanged 9
		SP:Iteration 24Q (19497.030000 sec): 3 clusters
  Score: Raw -1257676.795603 + Penalty 3012.052640 = -1254664.742963
  nChanged 4
		SP:Iteration 25Q (19497.280000 sec): 3 clusters
  Score: Raw -1257679.832536 + Penalty 3012.052640 = -1254667.779895
  nChanged 3
		SP:Iteration 26Q (19497.490000 sec): 3 clusters
  Score: Raw -1257683.197455 + Penalty 3012.052640 = -1254671.144814
  nChanged 0
		SP:Iteration 27F (19497.690000 sec): 3 clusters
  Score: Raw -1257683.197455 + Penalty 3012.052640 = -1254671.144814
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 2 (35330 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (19497.940000 sec): 2 clusters
  Score: Raw -4439980.830862 + Penalty 1701.779258 = -4438279.051604
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (19498.360000 sec): 3 clusters
  Score: Raw -4418067.781492 + Penalty 3403.558516 = -4414664.222977
  nChanged 16402
		SP:Iteration 1F (19498.770000 sec): 3 clusters
  Score: Raw -4427826.953056 + Penalty 3403.558516 = -4424423.394540
  nChanged 2032
		SP:Iteration 2F (19499.160000 sec): 3 clusters
  Score: Raw -4428861.235451 + Penalty 3403.558516 = -4425457.676936
  nChanged 2252
		SP:Iteration 3F (19499.570000 sec): 3 clusters
  Score: Raw -4430046.515200 + Penalty 3403.558516 = -4426642.956685
  nChanged 2153
		SP:Iteration 4F (19499.990000 sec): 3 clusters
  Score: Raw -4431116.451824 + Penalty 3403.558516 = -4427712.893308
  nChanged 1922
		SP:Iteration 5F (19500.360000 sec): 3 clusters
  Score: Raw -4432062.941366 + Penalty 3403.558516 = -4428659.382851
  nChanged 1856
		SP:Iteration 6F (19500.730000 sec): 3 clusters
  Score: Raw -4432957.117498 + Penalty 3403.558516 = -4429553.558983
  nChanged 1687
		SP:Iteration 7Q (19501.110000 sec): 3 clusters
  Score: Raw -4433743.734086 + Penalty 3403.558516 = -4430340.175570
  nChanged 1524
		SP:Iteration 8Q (19501.530000 sec): 3 clusters
  Score: Raw -4434467.848227 + Penalty 3403.558516 = -4431064.289712
  nChanged 1373
		SP:Iteration 9Q (19502.000000 sec): 3 clusters
  Score: Raw -4435149.410265 + Penalty 3403.558516 = -4431745.851750
  nChanged 1270
		SP:Iteration 10Q (19502.390000 sec): 3 clusters
  Score: Raw -4435800.915184 + Penalty 3403.558516 = -4432397.356668
  nChanged 1171
		SP:Iteration 11Q (19502.800000 sec): 3 clusters
  Score: Raw -4436421.987131 + Penalty 3403.558516 = -4433018.428616
  nChanged 1073
		SP:Iteration 12Q (19503.150000 sec): 3 clusters
  Score: Raw -4437011.131794 + Penalty 3403.558516 = -4433607.573279
  nChanged 993
		SP:Iteration 13Q (19503.520000 sec): 3 clusters
  Score: Raw -4437595.526316 + Penalty 3403.558516 = -4434191.967801
  nChanged 935
		SP:Iteration 14Q (19503.860000 sec): 3 clusters
  Score: Raw -4438179.200546 + Penalty 3403.558516 = -4434775.642030
  nChanged 788
		SP:Iteration 15Q (19504.280000 sec): 3 clusters
  Score: Raw -4438681.472349 + Penalty 3403.558516 = -4435277.913833
  nChanged 608
		SP:Iteration 16Q (19504.680000 sec): 3 clusters
  Score: Raw -4439055.161976 + Penalty 3403.558516 = -4435651.603461
  nChanged 474
		SP:Iteration 17Q (19505.040000 sec): 3 clusters
  Score: Raw -4439332.106128 + Penalty 3403.558516 = -4435928.547612
  nChanged 366
		SP:Iteration 18Q (19505.450000 sec): 3 clusters
  Score: Raw -4439544.558684 + Penalty 3403.558516 = -4436141.000168
  nChanged 265
		SP:Iteration 19Q (19505.830000 sec): 3 clusters
  Score: Raw -4439699.634869 + Penalty 3403.558516 = -4436296.076354
  nChanged 217
		SP:Iteration 20F (19506.220000 sec): 3 clusters
  Score: Raw -4439856.257387 + Penalty 3403.558516 = -4436452.698871
  nChanged 174
		SP:Iteration 21Q (19506.620000 sec): 3 clusters
  Score: Raw -4439987.412316 + Penalty 3403.558516 = -4436583.853801
  nChanged 131
		SP:Iteration 22Q (19506.990000 sec): 3 clusters
  Score: Raw -4440099.353454 + Penalty 3403.558516 = -4436695.794938
  nChanged 104
		SP:Iteration 23Q (19507.380000 sec): 3 clusters
  Score: Raw -4440191.237703 + Penalty 3403.558516 = -4436787.679187
  nChanged 98
		SP:Iteration 24Q (19507.750000 sec): 3 clusters
  Score: Raw -4440240.935536 + Penalty 3403.558516 = -4436837.377021
  nChanged 76
		SP:Iteration 25Q (19508.110000 sec): 3 clusters
  Score: Raw -4440276.782487 + Penalty 3403.558516 = -4436873.223971
  nChanged 69
		SP:Iteration 26Q (19508.490000 sec): 3 clusters
  Score: Raw -4440317.086789 + Penalty 3403.558516 = -4436913.528273
  nChanged 67
		SP:Iteration 27Q (19508.800000 sec): 3 clusters
  Score: Raw -4440352.872408 + Penalty 3403.558516 = -4436949.313892
  nChanged 55
		SP:Iteration 28Q (19509.180000 sec): 3 clusters
  Score: Raw -4440379.534682 + Penalty 3403.558516 = -4436975.976166
  nChanged 46
		SP:Iteration 29Q (19509.560000 sec): 3 clusters
  Score: Raw -4440406.275046 + Penalty 3403.558516 = -4437002.716531
  nChanged 58
		SP:Iteration 30Q (19509.910000 sec): 3 clusters
  Score: Raw -4440445.051537 + Penalty 3403.558516 = -4437041.493021
  nChanged 65
		SP:Iteration 31Q (19510.270000 sec): 3 clusters
  Score: Raw -4440489.021777 + Penalty 3403.558516 = -4437085.463262
  nChanged 61
		SP:Iteration 32Q (19510.600000 sec): 3 clusters
  Score: Raw -4440522.845344 + Penalty 3403.558516 = -4437119.286829
  nChanged 57
		SP:Iteration 33Q (19511.010000 sec): 3 clusters
  Score: Raw -4440548.148183 + Penalty 3403.558516 = -4437144.589668
  nChanged 49
		SP:Iteration 34Q (19511.300000 sec): 3 clusters
  Score: Raw -4440567.809108 + Penalty 3403.558516 = -4437164.250593
  nChanged 41
		SP:Iteration 35Q (19511.650000 sec): 3 clusters
  Score: Raw -4440583.260926 + Penalty 3403.558516 = -4437179.702410
  nChanged 45
		SP:Iteration 36Q (19512.020000 sec): 3 clusters
  Score: Raw -4440604.718098 + Penalty 3403.558516 = -4437201.159582
  nChanged 56
		SP:Iteration 37Q (19512.390000 sec): 3 clusters
  Score: Raw -4440628.836704 + Penalty 3403.558516 = -4437225.278188
  nChanged 54
		SP:Iteration 38Q (19512.800000 sec): 3 clusters
  Score: Raw -4440655.042994 + Penalty 3403.558516 = -4437251.484479
  nChanged 52
		SP:Iteration 39Q (19513.170000 sec): 3 clusters
  Score: Raw -4440680.035571 + Penalty 3403.558516 = -4437276.477056
  nChanged 56
		SP:Iteration 40F (19513.560000 sec): 3 clusters
  Score: Raw -4440701.805314 + Penalty 3403.558516 = -4437298.246798
  nChanged 54
		SP:Iteration 41Q (19513.940000 sec): 3 clusters
  Score: Raw -4440723.991547 + Penalty 3403.558516 = -4437320.433032
  nChanged 59
		SP:Iteration 42Q (19514.300000 sec): 3 clusters
  Score: Raw -4440751.329164 + Penalty 3403.558516 = -4437347.770648
  nChanged 58
		SP:Iteration 43Q (19514.620000 sec): 3 clusters
  Score: Raw -4440781.891518 + Penalty 3403.558516 = -4437378.333002
  nChanged 79
		SP:Iteration 44Q (19514.990000 sec): 3 clusters
  Score: Raw -4440824.055570 + Penalty 3403.558516 = -4437420.497055
  nChanged 101
		SP:Iteration 45Q (19515.340000 sec): 3 clusters
  Score: Raw -4440873.870572 + Penalty 3403.558516 = -4437470.312056
  nChanged 108
		SP:Iteration 46Q (19515.760000 sec): 3 clusters
  Score: Raw -4440933.860000 + Penalty 3403.558516 = -4437530.301485
  nChanged 112
		SP:Iteration 47Q (19516.140000 sec): 3 clusters
  Score: Raw -4440988.859342 + Penalty 3403.558516 = -4437585.300827
  nChanged 121
		SP:Iteration 48Q (19516.520000 sec): 3 clusters
  Score: Raw -4441055.686919 + Penalty 3403.558516 = -4437652.128403
  nChanged 136
		SP:Iteration 49Q (19516.920000 sec): 3 clusters
  Score: Raw -4441124.929090 + Penalty 3403.558516 = -4437721.370574
  nChanged 122
		SP:Iteration 50Q (19517.280000 sec): 3 clusters
  Score: Raw -4441178.447918 + Penalty 3403.558516 = -4437774.889403
  nChanged 114
		SP:Iteration 51Q (19517.690000 sec): 3 clusters
  Score: Raw -4441218.902462 + Penalty 3403.558516 = -4437815.343946
  nChanged 81
		SP:Iteration 52Q (19518.040000 sec): 3 clusters
  Score: Raw -4441242.026540 + Penalty 3403.558516 = -4437838.468025
  nChanged 54
		SP:Iteration 53Q (19518.380000 sec): 3 clusters
  Score: Raw -4441256.235539 + Penalty 3403.558516 = -4437852.677023
  nChanged 43
		SP:Iteration 54Q (19518.690000 sec): 3 clusters
  Score: Raw -4441266.037434 + Penalty 3403.558516 = -4437862.478918
  nChanged 27
		SP:Iteration 55Q (19519.020000 sec): 3 clusters
  Score: Raw -4441270.738383 + Penalty 3403.558516 = -4437867.179867
  nChanged 28
		SP:Iteration 56Q (19519.350000 sec): 3 clusters
  Score: Raw -4441275.418444 + Penalty 3403.558516 = -4437871.859928
  nChanged 20
		SP:Iteration 57Q (19519.690000 sec): 3 clusters
  Score: Raw -4441278.786243 + Penalty 3403.558516 = -4437875.227728
  nChanged 18
		SP:Iteration 58Q (19520.110000 sec): 3 clusters
  Score: Raw -4441280.929460 + Penalty 3403.558516 = -4437877.370944
  nChanged 10
		SP:Iteration 59Q (19520.420000 sec): 3 clusters
  Score: Raw -4441281.967285 + Penalty 3403.558516 = -4437878.408769
  nChanged 8
		SP:Iteration 60F (19520.770000 sec): 3 clusters
  Score: Raw -4441314.379028 + Penalty 3403.558516 = -4437910.820513
  nChanged 46
		SP:Iteration 61Q (19521.070000 sec): 3 clusters
  Score: Raw -4441332.295223 + Penalty 3403.558516 = -4437928.736707
  nChanged 38
		SP:Iteration 62Q (19521.480000 sec): 3 clusters
  Score: Raw -4441343.571766 + Penalty 3403.558516 = -4437940.013251
  nChanged 34
		SP:Iteration 63Q (19521.830000 sec): 3 clusters
  Score: Raw -4441353.432727 + Penalty 3403.558516 = -4437949.874211
  nChanged 32
		SP:Iteration 64Q (19522.190000 sec): 3 clusters
  Score: Raw -4441360.342065 + Penalty 3403.558516 = -4437956.783549
  nChanged 29
		SP:Iteration 65Q (19522.600000 sec): 3 clusters
  Score: Raw -4441366.339068 + Penalty 3403.558516 = -4437962.780552
  nChanged 27
		SP:Iteration 66Q (19522.950000 sec): 3 clusters
  Score: Raw -4441370.875431 + Penalty 3403.558516 = -4437967.316915
  nChanged 13
		SP:Iteration 67Q (19523.260000 sec): 3 clusters
  Score: Raw -4441372.104143 + Penalty 3403.558516 = -4437968.545627
  nChanged 10
		SP:Iteration 68Q (19523.650000 sec): 3 clusters
  Score: Raw -4441373.526027 + Penalty 3403.558516 = -4437969.967511
  nChanged 8
		SP:Iteration 69Q (19524.060000 sec): 3 clusters
  Score: Raw -4441374.925360 + Penalty 3403.558516 = -4437971.366845
  nChanged 11
		SP:Iteration 70Q (19524.440000 sec): 3 clusters
  Score: Raw -4441376.013590 + Penalty 3403.558516 = -4437972.455074
  nChanged 14
		SP:Iteration 71Q (19524.760000 sec): 3 clusters
  Score: Raw -4441377.875515 + Penalty 3403.558516 = -4437974.316999
  nChanged 10
		SP:Iteration 72Q (19525.140000 sec): 3 clusters
  Score: Raw -4441379.095242 + Penalty 3403.558516 = -4437975.536726
  nChanged 11
		SP:Iteration 73Q (19525.490000 sec): 3 clusters
  Score: Raw -4441380.544106 + Penalty 3403.558516 = -4437976.985590
  nChanged 7
		SP:Iteration 74Q (19525.810000 sec): 3 clusters
  Score: Raw -4441381.318389 + Penalty 3403.558516 = -4437977.759873
  nChanged 8
		SP:Iteration 75Q (19526.190000 sec): 3 clusters
  Score: Raw -4441382.230304 + Penalty 3403.558516 = -4437978.671789
  nChanged 8
		SP:Iteration 76Q (19526.540000 sec): 3 clusters
  Score: Raw -4441383.175633 + Penalty 3403.558516 = -4437979.617118
  nChanged 3
		SP:Iteration 77Q (19526.860000 sec): 3 clusters
  Score: Raw -4441383.621391 + Penalty 3403.558516 = -4437980.062875
  nChanged 2
		SP:Iteration 78Q (19527.240000 sec): 3 clusters
  Score: Raw -4441383.897438 + Penalty 3403.558516 = -4437980.338923
  nChanged 1
		SP:Iteration 79Q (19527.590000 sec): 3 clusters
  Score: Raw -4441383.961988 + Penalty 3403.558516 = -4437980.403473
  nChanged 2
		SP:Iteration 80F (19527.980000 sec): 3 clusters
  Score: Raw -4441384.207446 + Penalty 3403.558516 = -4437980.648930
  nChanged 2
		SP:Iteration 81Q (19528.360000 sec): 3 clusters
  Score: Raw -4441384.310775 + Penalty 3403.558516 = -4437980.752260
  nChanged 0
		SP:Iteration 82F (19528.820000 sec): 3 clusters
  Score: Raw -4441384.310775 + Penalty 3403.558516 = -4437980.752260
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 3 (257 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (19528.930000 sec): 2 clusters
  Score: Raw -23859.720608 + Penalty 901.724864 = -22957.995744
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (19529.080000 sec): 3 clusters
  Score: Raw -23986.230660 + Penalty 1803.449728 = -22182.780932
  nChanged 61
		SP:Iteration 1F (19529.240000 sec): 3 clusters
  Score: Raw -24241.716299 + Penalty 1803.449728 = -22438.266571
  nChanged 19
		SP:Iteration 2F (19529.440000 sec): 3 clusters
  Score: Raw -24335.888058 + Penalty 1803.449728 = -22532.438331
  nChanged 8
		SP:Iteration 3Q (19529.580000 sec): 3 clusters
  Score: Raw -24380.953608 + Penalty 1803.449728 = -22577.503880
  nChanged 1
		SP:Iteration 4Q (19529.790000 sec): 3 clusters
  Score: Raw -24385.816432 + Penalty 1803.449728 = -22582.366705
  nChanged 1
		SP:Iteration 5Q (19529.920000 sec): 3 clusters
  Score: Raw -24391.659668 + Penalty 1803.449728 = -22588.209941
  nChanged 1
		SP:Iteration 6Q (19530.120000 sec): 3 clusters
  Score: Raw -24395.557201 + Penalty 1803.449728 = -22592.107474
  nChanged 3
		SP:Iteration 7Q (19530.310000 sec): 3 clusters
  Score: Raw -24414.439564 + Penalty 1803.449728 = -22610.989837
  nChanged 4
		SP:Iteration 8Q (19530.450000 sec): 3 clusters
  Score: Raw -24440.043663 + Penalty 1803.449728 = -22636.593935
  nChanged 2
		SP:Iteration 9Q (19530.600000 sec): 3 clusters
  Score: Raw -24458.714735 + Penalty 1803.449728 = -22655.265008
  nChanged 6
		SP:Iteration 10Q (19530.730000 sec): 3 clusters
  Score: Raw -24501.975290 + Penalty 1803.449728 = -22698.525563
  nChanged 7
		SP:Iteration 11Q (19530.890000 sec): 3 clusters
  Score: Raw -24572.350967 + Penalty 1803.449728 = -22768.901240
  nChanged 5
		SP:Iteration 12Q (19531.060000 sec): 3 clusters
  Score: Raw -24627.033435 + Penalty 1803.449728 = -22823.583708
  nChanged 8
		SP:Iteration 13Q (19531.220000 sec): 3 clusters
  Score: Raw -24798.909170 + Penalty 1803.449728 = -22995.459443
  nChanged 8
		SP:Iteration 14Q (19531.380000 sec): 3 clusters
  Score: Raw -25024.093280 + Penalty 1803.449728 = -23220.643552
  nChanged 6
		SP:Iteration 15Q (19531.550000 sec): 3 clusters
  Score: Raw -25126.374916 + Penalty 1803.449728 = -23322.925189
  nChanged 1
		SP:Iteration 16Q (19531.710000 sec): 3 clusters
  Score: Raw -25146.185956 + Penalty 1803.449728 = -23342.736229
  nChanged 1
		SP:Iteration 17Q (19531.880000 sec): 3 clusters
  Score: Raw -25155.062673 + Penalty 1803.449728 = -23351.612946
  nChanged 0
		SP:Iteration 18F (19532.040000 sec): 3 clusters
  Score: Raw -25169.104936 + Penalty 1803.449728 = -23365.655209
  nChanged 4
		SP:Iteration 19Q (19532.200000 sec): 3 clusters
  Score: Raw -25293.229539 + Penalty 1803.449728 = -23489.779811
  nChanged 9
		SP:Iteration 20F (19532.360000 sec): 3 clusters
  Score: Raw -25571.172773 + Penalty 1803.449728 = -23767.723045
  nChanged 5
		SP:Iteration 21Q (19532.530000 sec): 3 clusters
  Score: Raw -25718.656153 + Penalty 1803.449728 = -23915.206426
  nChanged 2
		SP:Iteration 22Q (19532.540000 sec): 3 clusters
  Score: Raw -25850.610140 + Penalty 1803.449728 = -24047.160412
  nChanged 2
		SP:Iteration 23Q (19532.550000 sec): 3 clusters
  Score: Raw -25945.427239 + Penalty 1803.449728 = -24141.977512
  nChanged 1
		SP:Iteration 24Q (19532.560000 sec): 3 clusters
  Score: Raw -26049.944193 + Penalty 1803.449728 = -24246.494465
  nChanged 1
		SP:Iteration 25Q (19532.560000 sec): 3 clusters
  Score: Raw -26063.113196 + Penalty 1803.449728 = -24259.663469
  nChanged 0
		SP:Iteration 26F (19532.570000 sec): 3 clusters
  Score: Raw -26063.113196 + Penalty 1803.449728 = -24259.663469
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 55.
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 4 (1431 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (19532.680000 sec): 2 clusters
  Score: Raw -160498.451678 + Penalty 1180.745927 = -159317.705752
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (19532.820000 sec): 3 clusters
  Score: Raw -159996.295594 + Penalty 2361.491853 = -157634.803741
  nChanged 482
		SP:Iteration 1F (19532.960000 sec): 3 clusters
  Score: Raw -160469.968704 + Penalty 2361.491853 = -158108.476851
  nChanged 127
		SP:Iteration 2F (19533.110000 sec): 3 clusters
  Score: Raw -160637.425599 + Penalty 2361.491853 = -158275.933746
  nChanged 88
		SP:Iteration 3F (19533.260000 sec): 3 clusters
  Score: Raw -160749.212380 + Penalty 2361.491853 = -158387.720527
  nChanged 62
		SP:Iteration 4Q (19533.420000 sec): 3 clusters
  Score: Raw -160834.361900 + Penalty 2361.491853 = -158472.870047
  nChanged 51
		SP:Iteration 5Q (19533.630000 sec): 3 clusters
  Score: Raw -160933.687020 + Penalty 2361.491853 = -158572.195166
  nChanged 55
		SP:Iteration 6Q (19533.750000 sec): 3 clusters
  Score: Raw -161076.261319 + Penalty 2361.491853 = -158714.769466
  nChanged 45
		SP:Iteration 7Q (19533.890000 sec): 3 clusters
  Score: Raw -161144.091010 + Penalty 2361.491853 = -158782.599156
  nChanged 33
		SP:Iteration 8Q (19534.030000 sec): 3 clusters
  Score: Raw -161184.211110 + Penalty 2361.491853 = -158822.719256
  nChanged 29
		SP:Iteration 9Q (19534.170000 sec): 3 clusters
  Score: Raw -161217.209259 + Penalty 2361.491853 = -158855.717406
  nChanged 22
		SP:Iteration 10Q (19534.310000 sec): 3 clusters
  Score: Raw -161245.398517 + Penalty 2361.491853 = -158883.906664
  nChanged 23
		SP:Iteration 11Q (19534.450000 sec): 3 clusters
  Score: Raw -161270.082510 + Penalty 2361.491853 = -158908.590657
  nChanged 18
		SP:Iteration 12Q (19534.590000 sec): 3 clusters
  Score: Raw -161288.880379 + Penalty 2361.491853 = -158927.388526
  nChanged 9
		SP:Iteration 13Q (19534.730000 sec): 3 clusters
  Score: Raw -161295.218131 + Penalty 2361.491853 = -158933.726278
  nChanged 5
		SP:Iteration 14Q (19534.870000 sec): 3 clusters
  Score: Raw -161297.912868 + Penalty 2361.491853 = -158936.421015
  nChanged 4
		SP:Iteration 15Q (19535.010000 sec): 3 clusters
  Score: Raw -161300.033281 + Penalty 2361.491853 = -158938.541427
  nChanged 3
		SP:Iteration 16Q (19535.150000 sec): 3 clusters
  Score: Raw -161301.611302 + Penalty 2361.491853 = -158940.119448
  nChanged 0
		SP:Iteration 17F (19535.290000 sec): 3 clusters
  Score: Raw -161301.611302 + Penalty 2361.491853 = -158940.119448
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 5 (5384 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (19535.390000 sec): 2 clusters
  Score: Raw -650875.790034 + Penalty 1396.067867 = -649479.722168
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (19535.600000 sec): 3 clusters
  Score: Raw -648064.389296 + Penalty 2792.135733 = -645272.253562
  nChanged 2243
		SP:Iteration 1F (19535.790000 sec): 3 clusters
  Score: Raw -649313.546247 + Penalty 2792.135733 = -646521.410514
  nChanged 381
		SP:Iteration 2F (19535.970000 sec): 3 clusters
  Score: Raw -649544.908587 + Penalty 2792.135733 = -646752.772854
  nChanged 357
		SP:Iteration 3F (19536.130000 sec): 3 clusters
  Score: Raw -649768.470132 + Penalty 2792.135733 = -646976.334399
  nChanged 335
		SP:Iteration 4F (19536.300000 sec): 3 clusters
  Score: Raw -649984.846428 + Penalty 2792.135733 = -647192.710695
  nChanged 296
		SP:Iteration 5F (19536.430000 sec): 3 clusters
  Score: Raw -650205.400518 + Penalty 2792.135733 = -647413.264785
  nChanged 312
		SP:Iteration 6F (19536.590000 sec): 3 clusters
  Score: Raw -650430.715660 + Penalty 2792.135733 = -647638.579927
  nChanged 287
		SP:Iteration 7F (19536.750000 sec): 3 clusters
  Score: Raw -650628.302953 + Penalty 2792.135733 = -647836.167220
  nChanged 237
		SP:Iteration 8Q (19536.900000 sec): 3 clusters
  Score: Raw -650792.156084 + Penalty 2792.135733 = -648000.020351
  nChanged 210
		SP:Iteration 9Q (19537.060000 sec): 3 clusters
  Score: Raw -650923.907103 + Penalty 2792.135733 = -648131.771370
  nChanged 165
		SP:Iteration 10Q (19537.220000 sec): 3 clusters
  Score: Raw -651011.023360 + Penalty 2792.135733 = -648218.887627
  nChanged 119
		SP:Iteration 11Q (19537.420000 sec): 3 clusters
  Score: Raw -651063.749683 + Penalty 2792.135733 = -648271.613950
  nChanged 87
		SP:Iteration 12Q (19537.630000 sec): 3 clusters
  Score: Raw -651097.056295 + Penalty 2792.135733 = -648304.920562
  nChanged 78
		SP:Iteration 13Q (19537.820000 sec): 3 clusters
  Score: Raw -651127.651345 + Penalty 2792.135733 = -648335.515612
  nChanged 73
		SP:Iteration 14Q (19537.990000 sec): 3 clusters
  Score: Raw -651155.109984 + Penalty 2792.135733 = -648362.974251
  nChanged 52
		SP:Iteration 15Q (19538.170000 sec): 3 clusters
  Score: Raw -651170.545929 + Penalty 2792.135733 = -648378.410196
  nChanged 46
		SP:Iteration 16Q (19538.370000 sec): 3 clusters
  Score: Raw -651186.400489 + Penalty 2792.135733 = -648394.264756
  nChanged 46
		SP:Iteration 17Q (19538.620000 sec): 3 clusters
  Score: Raw -651199.629130 + Penalty 2792.135733 = -648407.493397
  nChanged 30
		SP:Iteration 18Q (19538.840000 sec): 3 clusters
  Score: Raw -651207.853442 + Penalty 2792.135733 = -648415.717708
  nChanged 25
		SP:Iteration 19Q (19538.990000 sec): 3 clusters
  Score: Raw -651215.614364 + Penalty 2792.135733 = -648423.478631
  nChanged 26
		SP:Iteration 20F (19539.090000 sec): 3 clusters
  Score: Raw -651222.717501 + Penalty 2792.135733 = -648430.581768
  nChanged 21
		SP:Iteration 21Q (19539.240000 sec): 3 clusters
  Score: Raw -651227.455542 + Penalty 2792.135733 = -648435.319809
  nChanged 17
		SP:Iteration 22Q (19539.420000 sec): 3 clusters
  Score: Raw -651230.207436 + Penalty 2792.135733 = -648438.071703
  nChanged 14
		SP:Iteration 23Q (19539.640000 sec): 3 clusters
  Score: Raw -651232.431778 + Penalty 2792.135733 = -648440.296045
  nChanged 13
		SP:Iteration 24Q (19539.850000 sec): 3 clusters
  Score: Raw -651235.133091 + Penalty 2792.135733 = -648442.997357
  nChanged 8
		SP:Iteration 25Q (19539.990000 sec): 3 clusters
  Score: Raw -651236.546477 + Penalty 2792.135733 = -648444.410743
  nChanged 5
		SP:Iteration 26Q (19540.170000 sec): 3 clusters
  Score: Raw -651237.262132 + Penalty 2792.135733 = -648445.126398
  nChanged 3
		SP:Iteration 27Q (19540.370000 sec): 3 clusters
  Score: Raw -651237.605618 + Penalty 2792.135733 = -648445.469885
  nChanged 3
		SP:Iteration 28Q (19540.550000 sec): 3 clusters
  Score: Raw -651238.056477 + Penalty 2792.135733 = -648445.920744
  nChanged 1
		SP:Iteration 29Q (19540.690000 sec): 3 clusters
  Score: Raw -651238.221658 + Penalty 2792.135733 = -648446.085925
  nChanged 0
		SP:Iteration 30F (19540.880000 sec): 3 clusters
  Score: Raw -651238.221658 + Penalty 2792.135733 = -648446.085925
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 6 (968 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (19540.990000 sec): 2 clusters
  Score: Raw -113278.854309 + Penalty 1117.225214 = -112161.629094
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (19541.130000 sec): 3 clusters
  Score: Raw -113062.748700 + Penalty 2234.450428 = -110828.298271
  nChanged 287
		SP:Iteration 1F (19541.280000 sec): 3 clusters
  Score: Raw -113337.580641 + Penalty 2234.450428 = -111103.130213
  nChanged 59
		SP:Iteration 2F (19541.410000 sec): 3 clusters
  Score: Raw -113395.465172 + Penalty 2234.450428 = -111161.014743
  nChanged 39
		SP:Iteration 3Q (19541.570000 sec): 3 clusters
  Score: Raw -113429.879008 + Penalty 2234.450428 = -111195.428579
  nChanged 26
		SP:Iteration 4Q (19541.750000 sec): 3 clusters
  Score: Raw -113450.814109 + Penalty 2234.450428 = -111216.363680
  nChanged 18
		SP:Iteration 5Q (19541.870000 sec): 3 clusters
  Score: Raw -113466.445245 + Penalty 2234.450428 = -111231.994816
  nChanged 12
		SP:Iteration 6Q (19542.050000 sec): 3 clusters
  Score: Raw -113473.756045 + Penalty 2234.450428 = -111239.305616
  nChanged 8
		SP:Iteration 7Q (19542.220000 sec): 3 clusters
  Score: Raw -113481.227003 + Penalty 2234.450428 = -111246.776575
  nChanged 10
		SP:Iteration 8Q (19542.410000 sec): 3 clusters
  Score: Raw -113489.107077 + Penalty 2234.450428 = -111254.656649
  nChanged 7
		SP:Iteration 9Q (19542.570000 sec): 3 clusters
  Score: Raw -113495.405631 + Penalty 2234.450428 = -111260.955203
  nChanged 7
		SP:Iteration 10Q (19542.730000 sec): 3 clusters
  Score: Raw -113504.052000 + Penalty 2234.450428 = -111269.601571
  nChanged 4
		SP:Iteration 11Q (19542.900000 sec): 3 clusters
  Score: Raw -113507.178864 + Penalty 2234.450428 = -111272.728436
  nChanged 2
		SP:Iteration 12Q (19543.060000 sec): 3 clusters
  Score: Raw -113508.272226 + Penalty 2234.450428 = -111273.821798
  nChanged 5
		SP:Iteration 13Q (19543.250000 sec): 3 clusters
  Score: Raw -113510.980899 + Penalty 2234.450428 = -111276.530471
  nChanged 6
		SP:Iteration 14Q (19543.370000 sec): 3 clusters
  Score: Raw -113515.061001 + Penalty 2234.450428 = -111280.610572
  nChanged 6
		SP:Iteration 15Q (19543.480000 sec): 3 clusters
  Score: Raw -113517.604870 + Penalty 2234.450428 = -111283.154442
  nChanged 4
		SP:Iteration 16Q (19543.610000 sec): 3 clusters
  Score: Raw -113521.594209 + Penalty 2234.450428 = -111287.143781
  nChanged 7
		SP:Iteration 17Q (19543.730000 sec): 3 clusters
  Score: Raw -113527.101230 + Penalty 2234.450428 = -111292.650802
  nChanged 8
		SP:Iteration 18Q (19543.880000 sec): 3 clusters
  Score: Raw -113534.828992 + Penalty 2234.450428 = -111300.378563
  nChanged 10
		SP:Iteration 19Q (19544.070000 sec): 3 clusters
  Score: Raw -113544.613819 + Penalty 2234.450428 = -111310.163390
  nChanged 14
		SP:Iteration 20F (19544.220000 sec): 3 clusters
  Score: Raw -113566.197582 + Penalty 2234.450428 = -111331.747153
  nChanged 18
		SP:Iteration 21Q (19544.380000 sec): 3 clusters
  Score: Raw -113586.981856 + Penalty 2234.450428 = -111352.531428
  nChanged 16
		SP:Iteration 22Q (19544.520000 sec): 3 clusters
  Score: Raw -113604.187944 + Penalty 2234.450428 = -111369.737516
  nChanged 15
		SP:Iteration 23Q (19544.680000 sec): 3 clusters
  Score: Raw -113622.464853 + Penalty 2234.450428 = -111388.014424
  nChanged 16
		SP:Iteration 24Q (19544.830000 sec): 3 clusters
  Score: Raw -113640.181764 + Penalty 2234.450428 = -111405.731335
  nChanged 7
		SP:Iteration 25Q (19545.010000 sec): 3 clusters
  Score: Raw -113646.562615 + Penalty 2234.450428 = -111412.112187
  nChanged 7
		SP:Iteration 26Q (19545.210000 sec): 3 clusters
  Score: Raw -113652.156143 + Penalty 2234.450428 = -111417.705715
  nChanged 6
		SP:Iteration 27Q (19545.390000 sec): 3 clusters
  Score: Raw -113656.802402 + Penalty 2234.450428 = -111422.351974
  nChanged 7
		SP:Iteration 28Q (19545.520000 sec): 3 clusters
  Score: Raw -113660.548490 + Penalty 2234.450428 = -111426.098062
  nChanged 5
		SP:Iteration 29Q (19545.640000 sec): 3 clusters
  Score: Raw -113666.179697 + Penalty 2234.450428 = -111431.729268
  nChanged 5
		SP:Iteration 30Q (19545.820000 sec): 3 clusters
  Score: Raw -113670.525295 + Penalty 2234.450428 = -111436.074866
  nChanged 3
		SP:Iteration 31Q (19545.950000 sec): 3 clusters
  Score: Raw -113672.307443 + Penalty 2234.450428 = -111437.857015
  nChanged 2
		SP:Iteration 32Q (19546.080000 sec): 3 clusters
  Score: Raw -113674.175237 + Penalty 2234.450428 = -111439.724809
  nChanged 4
		SP:Iteration 33Q (19546.220000 sec): 3 clusters
  Score: Raw -113677.731338 + Penalty 2234.450428 = -111443.280910
  nChanged 3
		SP:Iteration 34Q (19546.320000 sec): 3 clusters
  Score: Raw -113683.484853 + Penalty 2234.450428 = -111449.034425
  nChanged 6
		SP:Iteration 35Q (19546.510000 sec): 3 clusters
  Score: Raw -113693.762769 + Penalty 2234.450428 = -111459.312340
  nChanged 4
		SP:Iteration 36Q (19546.670000 sec): 3 clusters
  Score: Raw -113698.329869 + Penalty 2234.450428 = -111463.879441
  nChanged 3
		SP:Iteration 37Q (19546.810000 sec): 3 clusters
  Score: Raw -113701.776725 + Penalty 2234.450428 = -111467.326297
  nChanged 1
		SP:Iteration 38Q (19547.000000 sec): 3 clusters
  Score: Raw -113703.035435 + Penalty 2234.450428 = -111468.585007
  nChanged 1
		SP:Iteration 39Q (19547.140000 sec): 3 clusters
  Score: Raw -113703.960611 + Penalty 2234.450428 = -111469.510183
  nChanged 0
		SP:Iteration 40F (19547.310000 sec): 3 clusters
  Score: Raw -113703.960611 + Penalty 2234.450428 = -111469.510183
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 7 (7229 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (19547.430000 sec): 2 clusters
  Score: Raw -878206.667680 + Penalty 1443.951599 = -876762.716082
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (19547.660000 sec): 3 clusters
  Score: Raw -874254.076021 + Penalty 2887.903198 = -871366.172824
  nChanged 3057
		SP:Iteration 1F (19547.850000 sec): 3 clusters
  Score: Raw -875941.785516 + Penalty 2887.903198 = -873053.882319
  nChanged 478
		SP:Iteration 2F (19548.040000 sec): 3 clusters
  Score: Raw -876158.696494 + Penalty 2887.903198 = -873270.793296
  nChanged 370
		SP:Iteration 3F (19548.250000 sec): 3 clusters
  Score: Raw -876317.979158 + Penalty 2887.903198 = -873430.075960
  nChanged 308
		SP:Iteration 4Q (19548.410000 sec): 3 clusters
  Score: Raw -876460.493453 + Penalty 2887.903198 = -873572.590255
  nChanged 308
		SP:Iteration 5Q (19548.610000 sec): 3 clusters
  Score: Raw -876606.811387 + Penalty 2887.903198 = -873718.908189
  nChanged 332
		SP:Iteration 6Q (19548.790000 sec): 3 clusters
  Score: Raw -876795.270953 + Penalty 2887.903198 = -873907.367755
  nChanged 340
		SP:Iteration 7Q (19549.000000 sec): 3 clusters
  Score: Raw -876992.039943 + Penalty 2887.903198 = -874104.136745
  nChanged 337
		SP:Iteration 8Q (19549.220000 sec): 3 clusters
  Score: Raw -877200.861040 + Penalty 2887.903198 = -874312.957842
  nChanged 301
		SP:Iteration 9Q (19549.430000 sec): 3 clusters
  Score: Raw -877398.128451 + Penalty 2887.903198 = -874510.225253
  nChanged 269
		SP:Iteration 10Q (19549.600000 sec): 3 clusters
  Score: Raw -877591.424274 + Penalty 2887.903198 = -874703.521076
  nChanged 231
		SP:Iteration 11Q (19549.790000 sec): 3 clusters
  Score: Raw -877753.212133 + Penalty 2887.903198 = -874865.308936
  nChanged 194
		SP:Iteration 12Q (19550.000000 sec): 3 clusters
  Score: Raw -877889.168472 + Penalty 2887.903198 = -875001.265275
  nChanged 143
		SP:Iteration 13Q (19550.190000 sec): 3 clusters
  Score: Raw -877997.225186 + Penalty 2887.903198 = -875109.321988
  nChanged 102
		SP:Iteration 14Q (19550.420000 sec): 3 clusters
  Score: Raw -878074.057965 + Penalty 2887.903198 = -875186.154767
  nChanged 83
		SP:Iteration 15Q (19550.590000 sec): 3 clusters
  Score: Raw -878144.399846 + Penalty 2887.903198 = -875256.496648
  nChanged 58
		SP:Iteration 16Q (19550.790000 sec): 3 clusters
  Score: Raw -878193.461472 + Penalty 2887.903198 = -875305.558274
  nChanged 38
		SP:Iteration 17Q (19550.990000 sec): 3 clusters
  Score: Raw -878224.846620 + Penalty 2887.903198 = -875336.943422
  nChanged 26
		SP:Iteration 18Q (19551.210000 sec): 3 clusters
  Score: Raw -878247.056949 + Penalty 2887.903198 = -875359.153752
  nChanged 21
		SP:Iteration 19Q (19551.400000 sec): 3 clusters
  Score: Raw -878262.002226 + Penalty 2887.903198 = -875374.099028
  nChanged 13
		SP:Iteration 20F (19551.600000 sec): 3 clusters
  Score: Raw -878271.221413 + Penalty 2887.903198 = -875383.318216
  nChanged 11
		SP:Iteration 21Q (19551.760000 sec): 3 clusters
  Score: Raw -878281.969644 + Penalty 2887.903198 = -875394.066446
  nChanged 14
		SP:Iteration 22Q (19551.960000 sec): 3 clusters
  Score: Raw -878295.694470 + Penalty 2887.903198 = -875407.791273
  nChanged 17
		SP:Iteration 23Q (19552.110000 sec): 3 clusters
  Score: Raw -878310.871840 + Penalty 2887.903198 = -875422.968642
  nChanged 11
		SP:Iteration 24Q (19552.290000 sec): 3 clusters
  Score: Raw -878325.661887 + Penalty 2887.903198 = -875437.758689
  nChanged 16
		SP:Iteration 25Q (19552.460000 sec): 3 clusters
  Score: Raw -878340.596045 + Penalty 2887.903198 = -875452.692847
  nChanged 9
		SP:Iteration 26Q (19552.670000 sec): 3 clusters
  Score: Raw -878350.535659 + Penalty 2887.903198 = -875462.632462
  nChanged 15
		SP:Iteration 27Q (19552.850000 sec): 3 clusters
  Score: Raw -878365.158311 + Penalty 2887.903198 = -875477.255113
  nChanged 11
		SP:Iteration 28Q (19553.020000 sec): 3 clusters
  Score: Raw -878375.385521 + Penalty 2887.903198 = -875487.482324
  nChanged 5
		SP:Iteration 29Q (19553.220000 sec): 3 clusters
  Score: Raw -878382.528716 + Penalty 2887.903198 = -875494.625518
  nChanged 5
		SP:Iteration 30Q (19553.370000 sec): 3 clusters
  Score: Raw -878388.105490 + Penalty 2887.903198 = -875500.202293
  nChanged 5
		SP:Iteration 31Q (19553.570000 sec): 3 clusters
  Score: Raw -878393.346576 + Penalty 2887.903198 = -875505.443379
  nChanged 4
		SP:Iteration 32Q (19553.730000 sec): 3 clusters
  Score: Raw -878397.761480 + Penalty 2887.903198 = -875509.858282
  nChanged 2
		SP:Iteration 33Q (19553.970000 sec): 3 clusters
  Score: Raw -878399.632818 + Penalty 2887.903198 = -875511.729620
  nChanged 2
		SP:Iteration 34Q (19554.120000 sec): 3 clusters
  Score: Raw -878401.881124 + Penalty 2887.903198 = -875513.977927
  nChanged 1
		SP:Iteration 35Q (19554.280000 sec): 3 clusters
  Score: Raw -878402.758582 + Penalty 2887.903198 = -875514.855384
  nChanged 1
		SP:Iteration 36Q (19554.460000 sec): 3 clusters
  Score: Raw -878403.635024 + Penalty 2887.903198 = -875515.731826
  nChanged 1
		SP:Iteration 37Q (19554.640000 sec): 3 clusters
  Score: Raw -878405.202283 + Penalty 2887.903198 = -875517.299086
  nChanged 4
		SP:Iteration 38Q (19554.840000 sec): 3 clusters
  Score: Raw -878411.558289 + Penalty 2887.903198 = -875523.655092
  nChanged 2
		SP:Iteration 39Q (19555.060000 sec): 3 clusters
  Score: Raw -878413.893688 + Penalty 2887.903198 = -875525.990490
  nChanged 4
		SP:Iteration 40F (19555.200000 sec): 3 clusters
  Score: Raw -878418.975729 + Penalty 2887.903198 = -875531.072531
  nChanged 2
		SP:Iteration 41Q (19555.410000 sec): 3 clusters
  Score: Raw -878420.599014 + Penalty 2887.903198 = -875532.695817
  nChanged 0
		SP:Iteration 42F (19555.510000 sec): 3 clusters
  Score: Raw -878420.599014 + Penalty 2887.903198 = -875532.695817
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 8 (2643 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (19555.600000 sec): 2 clusters
  Score: Raw -306885.586373 + Penalty 1280.446361 = -305605.140012
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (19555.760000 sec): 3 clusters
  Score: Raw -305675.023069 + Penalty 2560.892722 = -303114.130347
  nChanged 942
		SP:Iteration 1F (19555.920000 sec): 3 clusters
  Score: Raw -306231.279446 + Penalty 2560.892722 = -303670.386723
  nChanged 194
		SP:Iteration 2F (19556.090000 sec): 3 clusters
  Score: Raw -306338.840807 + Penalty 2560.892722 = -303777.948084
  nChanged 109
		SP:Iteration 3Q (19556.230000 sec): 3 clusters
  Score: Raw -306399.453114 + Penalty 2560.892722 = -303838.560392
  nChanged 84
		SP:Iteration 4Q (19556.370000 sec): 3 clusters
  Score: Raw -306446.618924 + Penalty 2560.892722 = -303885.726202
  nChanged 74
		SP:Iteration 5Q (19556.510000 sec): 3 clusters
  Score: Raw -306485.582313 + Penalty 2560.892722 = -303924.689591
  nChanged 63
		SP:Iteration 6Q (19556.650000 sec): 3 clusters
  Score: Raw -306516.419430 + Penalty 2560.892722 = -303955.526708
  nChanged 48
		SP:Iteration 7Q (19556.820000 sec): 3 clusters
  Score: Raw -306551.727340 + Penalty 2560.892722 = -303990.834618
  nChanged 49
		SP:Iteration 8Q (19556.990000 sec): 3 clusters
  Score: Raw -306578.924072 + Penalty 2560.892722 = -304018.031350
  nChanged 42
		SP:Iteration 9Q (19557.190000 sec): 3 clusters
  Score: Raw -306600.382217 + Penalty 2560.892722 = -304039.489494
  nChanged 52
		SP:Iteration 10Q (19557.360000 sec): 3 clusters
  Score: Raw -306623.450744 + Penalty 2560.892722 = -304062.558022
  nChanged 41
		SP:Iteration 11Q (19557.530000 sec): 3 clusters
  Score: Raw -306646.738343 + Penalty 2560.892722 = -304085.845620
  nChanged 55
		SP:Iteration 12Q (19557.700000 sec): 3 clusters
  Score: Raw -306681.955875 + Penalty 2560.892722 = -304121.063153
  nChanged 62
		SP:Iteration 13Q (19557.870000 sec): 3 clusters
  Score: Raw -306722.378249 + Penalty 2560.892722 = -304161.485527
  nChanged 64
		SP:Iteration 14Q (19558.010000 sec): 3 clusters
  Score: Raw -306767.450859 + Penalty 2560.892722 = -304206.558137
  nChanged 65
		SP:Iteration 15Q (19558.170000 sec): 3 clusters
  Score: Raw -306810.246231 + Penalty 2560.892722 = -304249.353508
  nChanged 52
		SP:Iteration 16Q (19558.320000 sec): 3 clusters
  Score: Raw -306837.200024 + Penalty 2560.892722 = -304276.307302
  nChanged 41
		SP:Iteration 17Q (19558.460000 sec): 3 clusters
  Score: Raw -306864.764150 + Penalty 2560.892722 = -304303.871428
  nChanged 42
		SP:Iteration 18Q (19558.630000 sec): 3 clusters
  Score: Raw -306892.455541 + Penalty 2560.892722 = -304331.562819
  nChanged 31
		SP:Iteration 19Q (19558.770000 sec): 3 clusters
  Score: Raw -306912.678350 + Penalty 2560.892722 = -304351.785628
  nChanged 21
		SP:Iteration 20F (19558.930000 sec): 3 clusters
  Score: Raw -306928.820981 + Penalty 2560.892722 = -304367.928259
  nChanged 26
		SP:Iteration 21Q (19559.110000 sec): 3 clusters
  Score: Raw -306945.049917 + Penalty 2560.892722 = -304384.157195
  nChanged 30
		SP:Iteration 22Q (19559.230000 sec): 3 clusters
  Score: Raw -306963.028182 + Penalty 2560.892722 = -304402.135459
  nChanged 29
		SP:Iteration 23Q (19559.440000 sec): 3 clusters
  Score: Raw -306983.637639 + Penalty 2560.892722 = -304422.744917
  nChanged 31
		SP:Iteration 24Q (19559.600000 sec): 3 clusters
  Score: Raw -307005.724067 + Penalty 2560.892722 = -304444.831345
  nChanged 24
		SP:Iteration 25Q (19559.790000 sec): 3 clusters
  Score: Raw -307024.189244 + Penalty 2560.892722 = -304463.296522
  nChanged 23
		SP:Iteration 26Q (19559.930000 sec): 3 clusters
  Score: Raw -307043.112682 + Penalty 2560.892722 = -304482.219960
  nChanged 26
		SP:Iteration 27Q (19560.070000 sec): 3 clusters
  Score: Raw -307066.794295 + Penalty 2560.892722 = -304505.901572
  nChanged 32
		SP:Iteration 28Q (19560.250000 sec): 3 clusters
  Score: Raw -307093.884450 + Penalty 2560.892722 = -304532.991727
  nChanged 16
		SP:Iteration 29Q (19560.440000 sec): 3 clusters
  Score: Raw -307107.698963 + Penalty 2560.892722 = -304546.806240
  nChanged 15
		SP:Iteration 30Q (19560.490000 sec): 3 clusters
  Score: Raw -307120.506282 + Penalty 2560.892722 = -304559.613560
  nChanged 14
		SP:Iteration 31Q (19560.620000 sec): 3 clusters
  Score: Raw -307134.532409 + Penalty 2560.892722 = -304573.639687
  nChanged 16
		SP:Iteration 32Q (19560.800000 sec): 3 clusters
  Score: Raw -307145.660964 + Penalty 2560.892722 = -304584.768242
  nChanged 8
		SP:Iteration 33Q (19560.970000 sec): 3 clusters
  Score: Raw -307151.925161 + Penalty 2560.892722 = -304591.032439
  nChanged 9
		SP:Iteration 34Q (19561.110000 sec): 3 clusters
  Score: Raw -307160.390179 + Penalty 2560.892722 = -304599.497457
  nChanged 6
		SP:Iteration 35Q (19561.270000 sec): 3 clusters
  Score: Raw -307169.891224 + Penalty 2560.892722 = -304608.998502
  nChanged 9
		SP:Iteration 36Q (19561.440000 sec): 3 clusters
  Score: Raw -307180.384559 + Penalty 2560.892722 = -304619.491836
  nChanged 6
		SP:Iteration 37Q (19561.590000 sec): 3 clusters
  Score: Raw -307186.104996 + Penalty 2560.892722 = -304625.212274
  nChanged 8
		SP:Iteration 38Q (19561.720000 sec): 3 clusters
  Score: Raw -307195.071772 + Penalty 2560.892722 = -304634.179049
  nChanged 12
		SP:Iteration 39Q (19561.900000 sec): 3 clusters
  Score: Raw -307205.596936 + Penalty 2560.892722 = -304644.704213
  nChanged 10
		SP:Iteration 40F (19562.060000 sec): 3 clusters
  Score: Raw -307214.464804 + Penalty 2560.892722 = -304653.572082
  nChanged 11
		SP:Iteration 41Q (19562.220000 sec): 3 clusters
  Score: Raw -307223.853761 + Penalty 2560.892722 = -304662.961039
  nChanged 10
		SP:Iteration 42Q (19562.390000 sec): 3 clusters
  Score: Raw -307237.463499 + Penalty 2560.892722 = -304676.570777
  nChanged 8
		SP:Iteration 43Q (19562.500000 sec): 3 clusters
  Score: Raw -307247.483663 + Penalty 2560.892722 = -304686.590940
  nChanged 5
		SP:Iteration 44Q (19562.670000 sec): 3 clusters
  Score: Raw -307253.350404 + Penalty 2560.892722 = -304692.457682
  nChanged 4
		SP:Iteration 45Q (19562.870000 sec): 3 clusters
  Score: Raw -307257.465767 + Penalty 2560.892722 = -304696.573044
  nChanged 4
		SP:Iteration 46Q (19563.040000 sec): 3 clusters
  Score: Raw -307261.935595 + Penalty 2560.892722 = -304701.042873
  nChanged 4
		SP:Iteration 47Q (19563.180000 sec): 3 clusters
  Score: Raw -307265.880332 + Penalty 2560.892722 = -304704.987609
  nChanged 5
		SP:Iteration 48Q (19563.380000 sec): 3 clusters
  Score: Raw -307273.864230 + Penalty 2560.892722 = -304712.971508
  nChanged 3
		SP:Iteration 49Q (19563.550000 sec): 3 clusters
  Score: Raw -307277.012183 + Penalty 2560.892722 = -304716.119461
  nChanged 4
		SP:Iteration 50Q (19563.720000 sec): 3 clusters
  Score: Raw -307285.049903 + Penalty 2560.892722 = -304724.157181
  nChanged 2
		SP:Iteration 51Q (19563.820000 sec): 3 clusters
  Score: Raw -307289.378755 + Penalty 2560.892722 = -304728.486033
  nChanged 0
		SP:Iteration 52F (19563.990000 sec): 3 clusters
  Score: Raw -307289.378755 + Penalty 2560.892722 = -304728.486033
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 9 (349404 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (19565.590000 sec): 2 clusters
  Score: Raw -42851922.429687 + Penalty 2074.147420 = -42849848.282267
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (19567.530000 sec): 3 clusters
  Score: Raw -42617675.725703 + Penalty 4148.294841 = -42613527.430862
  nChanged 170823
		SP:Iteration 1F (19569.410000 sec): 3 clusters
  Score: Raw -42718733.883625 + Penalty 4148.294841 = -42714585.588785
  nChanged 7066
		SP:Iteration 2Q (19571.410000 sec): 3 clusters
  Score: Raw -42719772.878503 + Penalty 4148.294841 = -42715624.583663
  nChanged 7848
		SP:Iteration 3Q (19573.480000 sec): 3 clusters
  Score: Raw -42721073.414353 + Penalty 4148.294841 = -42716925.119513
  nChanged 8980
		SP:Iteration 4Q (19575.520000 sec): 3 clusters
  Score: Raw -42722912.539468 + Penalty 4148.294841 = -42718764.244627
  nChanged 11064
		SP:Iteration 5Q (19577.730000 sec): 3 clusters
  Score: Raw -42725880.340268 + Penalty 4148.294841 = -42721732.045427
  nChanged 14400
		SP:Iteration 6Q (19579.810000 sec): 3 clusters
  Score: Raw -42731149.549888 + Penalty 4148.294841 = -42727001.255047
  nChanged 18803
		SP:Iteration 7F (19581.710000 sec): 3 clusters
  Score: Raw -42740165.440521 + Penalty 4148.294841 = -42736017.145680
  nChanged 23160
		SP:Iteration 8F (19584.420000 sec): 3 clusters
  Score: Raw -42753897.325210 + Penalty 4148.294841 = -42749749.030369
  nChanged 25965
		SP:Iteration 9F (19586.360000 sec): 3 clusters
  Score: Raw -42771730.657052 + Penalty 4148.294841 = -42767582.362211
  nChanged 26009
		SP:Iteration 10F (19588.430000 sec): 3 clusters
  Score: Raw -42791409.579981 + Penalty 4148.294841 = -42787261.285140
  nChanged 23018
		SP:Iteration 11F (19590.550000 sec): 3 clusters
  Score: Raw -42809971.684132 + Penalty 4148.294841 = -42805823.389292
  nChanged 18733
		SP:Iteration 12F (19592.860000 sec): 3 clusters
  Score: Raw -42826185.143864 + Penalty 4148.294841 = -42822036.849023
  nChanged 13688
		SP:Iteration 13Q (19595.090000 sec): 3 clusters
  Score: Raw -42838685.363348 + Penalty 4148.294841 = -42834537.068508
  nChanged 8325
		SP:Iteration 14Q (19597.420000 sec): 3 clusters
  Score: Raw -42846365.623334 + Penalty 4148.294841 = -42842217.328493
  nChanged 4102
		SP:Iteration 15Q (19599.650000 sec): 3 clusters
  Score: Raw -42850059.230366 + Penalty 4148.294841 = -42845910.935525
  nChanged 1550
		SP:Iteration 16Q (19601.740000 sec): 3 clusters
  Score: Raw -42851368.798541 + Penalty 4148.294841 = -42847220.503700
  nChanged 544
		SP:Iteration 17Q (19603.780000 sec): 3 clusters
  Score: Raw -42851833.305741 + Penalty 4148.294841 = -42847685.010900
  nChanged 258
		SP:Iteration 18Q (19605.730000 sec): 3 clusters
  Score: Raw -42852043.689157 + Penalty 4148.294841 = -42847895.394317
  nChanged 115
		SP:Iteration 19Q (19607.680000 sec): 3 clusters
  Score: Raw -42852144.260984 + Penalty 4148.294841 = -42847995.966144
  nChanged 75
		SP:Iteration 20F (19610.370000 sec): 3 clusters
  Score: Raw -42852215.507774 + Penalty 4148.294841 = -42848067.212933
  nChanged 49
		SP:Iteration 21Q (19612.870000 sec): 3 clusters
  Score: Raw -42852265.201631 + Penalty 4148.294841 = -42848116.906790
  nChanged 35
		SP:Iteration 22Q (19614.690000 sec): 3 clusters
  Score: Raw -42852299.155375 + Penalty 4148.294841 = -42848150.860534
  nChanged 18
		SP:Iteration 23Q (19616.590000 sec): 3 clusters
  Score: Raw -42852309.239246 + Penalty 4148.294841 = -42848160.944406
  nChanged 9
		SP:Iteration 24Q (19618.450000 sec): 3 clusters
  Score: Raw -42852316.659320 + Penalty 4148.294841 = -42848168.364479
  nChanged 11
		SP:Iteration 25Q (19620.240000 sec): 3 clusters
  Score: Raw -42852328.248614 + Penalty 4148.294841 = -42848179.953773
  nChanged 11
		SP:Iteration 26Q (19622.090000 sec): 3 clusters
  Score: Raw -42852338.200982 + Penalty 4148.294841 = -42848189.906141
  nChanged 13
		SP:Iteration 27Q (19623.980000 sec): 3 clusters
  Score: Raw -42852351.368847 + Penalty 4148.294841 = -42848203.074007
  nChanged 10
		SP:Iteration 28Q (19625.920000 sec): 3 clusters
  Score: Raw -42852357.107001 + Penalty 4148.294841 = -42848208.812160
  nChanged 7
		SP:Iteration 29Q (19627.850000 sec): 3 clusters
  Score: Raw -42852362.927621 + Penalty 4148.294841 = -42848214.632781
  nChanged 8
		SP:Iteration 30Q (19629.640000 sec): 3 clusters
  Score: Raw -42852366.332773 + Penalty 4148.294841 = -42848218.037933
  nChanged 6
		SP:Iteration 31Q (19631.690000 sec): 3 clusters
  Score: Raw -42852370.310866 + Penalty 4148.294841 = -42848222.016025
  nChanged 8
		SP:Iteration 32Q (19633.510000 sec): 3 clusters
  Score: Raw -42852378.090274 + Penalty 4148.294841 = -42848229.795434
  nChanged 7
		SP:Iteration 33Q (19635.490000 sec): 3 clusters
  Score: Raw -42852384.217735 + Penalty 4148.294841 = -42848235.922894
  nChanged 5
		SP:Iteration 34Q (19637.920000 sec): 3 clusters
  Score: Raw -42852389.924298 + Penalty 4148.294841 = -42848241.629457
  nChanged 6
		SP:Iteration 35Q (19639.570000 sec): 3 clusters
  Score: Raw -42852392.811655 + Penalty 4148.294841 = -42848244.516814
  nChanged 4
		SP:Iteration 36Q (19641.380000 sec): 3 clusters
  Score: Raw -42852397.258785 + Penalty 4148.294841 = -42848248.963945
  nChanged 6
		SP:Iteration 37Q (19643.130000 sec): 3 clusters
  Score: Raw -42852403.870331 + Penalty 4148.294841 = -42848255.575490
  nChanged 5
		SP:Iteration 38Q (19644.880000 sec): 3 clusters
  Score: Raw -42852409.867594 + Penalty 4148.294841 = -42848261.572754
  nChanged 5
		SP:Iteration 39Q (19646.850000 sec): 3 clusters
  Score: Raw -42852411.326554 + Penalty 4148.294841 = -42848263.031714
  nChanged 4
		SP:Iteration 40F (19649.070000 sec): 3 clusters
  Score: Raw -42852412.924231 + Penalty 4148.294841 = -42848264.629390
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 10 (30917 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (19649.540000 sec): 2 clusters
  Score: Raw -3651013.666310 + Penalty 1680.097489 = -3649333.568820
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (19649.880000 sec): 3 clusters
  Score: Raw -3631976.263642 + Penalty 3360.194979 = -3628616.068663
  nChanged 14213
		SP:Iteration 1F (19650.290000 sec): 3 clusters
  Score: Raw -3640243.408900 + Penalty 3360.194979 = -3636883.213921
  nChanged 1476
		SP:Iteration 2Q (19650.650000 sec): 3 clusters
  Score: Raw -3640782.345043 + Penalty 3360.194979 = -3637422.150064
  nChanged 1541
		SP:Iteration 3Q (19651.080000 sec): 3 clusters
  Score: Raw -3641446.807663 + Penalty 3360.194979 = -3638086.612684
  nChanged 1773
		SP:Iteration 4F (19651.460000 sec): 3 clusters
  Score: Raw -3642413.762636 + Penalty 3360.194979 = -3639053.567657
  nChanged 2085
		SP:Iteration 5F (19651.850000 sec): 3 clusters
  Score: Raw -3643836.961485 + Penalty 3360.194979 = -3640476.766506
  nChanged 2290
		SP:Iteration 6F (19652.190000 sec): 3 clusters
  Score: Raw -3645753.275515 + Penalty 3360.194979 = -3642393.080536
  nChanged 2259
		SP:Iteration 7F (19652.590000 sec): 3 clusters
  Score: Raw -3647864.832930 + Penalty 3360.194979 = -3644504.637951
  nChanged 1736
		SP:Iteration 8F (19652.990000 sec): 3 clusters
  Score: Raw -3649574.867361 + Penalty 3360.194979 = -3646214.672382
  nChanged 1005
		SP:Iteration 9Q (19653.370000 sec): 3 clusters
  Score: Raw -3650534.340079 + Penalty 3360.194979 = -3647174.145100
  nChanged 425
		SP:Iteration 10Q (19653.710000 sec): 3 clusters
  Score: Raw -3650929.955904 + Penalty 3360.194979 = -3647569.760926
  nChanged 153
		SP:Iteration 11Q (19654.060000 sec): 3 clusters
  Score: Raw -3651095.773514 + Penalty 3360.194979 = -3647735.578536
  nChanged 52
		SP:Iteration 12Q (19654.400000 sec): 3 clusters
  Score: Raw -3651157.795196 + Penalty 3360.194979 = -3647797.600217
  nChanged 19
		SP:Iteration 13Q (19654.770000 sec): 3 clusters
  Score: Raw -3651181.598445 + Penalty 3360.194979 = -3647821.403467
  nChanged 8
		SP:Iteration 14Q (19655.070000 sec): 3 clusters
  Score: Raw -3651196.589057 + Penalty 3360.194979 = -3647836.394078
  nChanged 6
		SP:Iteration 15Q (19655.400000 sec): 3 clusters
  Score: Raw -3651208.009572 + Penalty 3360.194979 = -3647847.814594
  nChanged 5
		SP:Iteration 16Q (19655.780000 sec): 3 clusters
  Score: Raw -3651217.893769 + Penalty 3360.194979 = -3647857.698791
  nChanged 7
		SP:Iteration 17Q (19656.090000 sec): 3 clusters
  Score: Raw -3651226.514375 + Penalty 3360.194979 = -3647866.319396
  nChanged 1
		SP:Iteration 18Q (19656.410000 sec): 3 clusters
  Score: Raw -3651227.610965 + Penalty 3360.194979 = -3647867.415986
  nChanged 2
		SP:Iteration 19Q (19656.750000 sec): 3 clusters
  Score: Raw -3651229.465854 + Penalty 3360.194979 = -3647869.270875
  nChanged 0
		SP:Iteration 20F (19657.110000 sec): 3 clusters
  Score: Raw -3651229.465854 + Penalty 3360.194979 = -3647869.270875
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 11 (1202 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (19657.210000 sec): 2 clusters
  Score: Raw -141427.943322 + Penalty 1152.408094 = -140275.535228
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (19657.410000 sec): 3 clusters
  Score: Raw -141055.554339 + Penalty 2304.816187 = -138750.738152
  nChanged 364
		SP:Iteration 1F (19657.610000 sec): 3 clusters
  Score: Raw -141468.789553 + Penalty 2304.816187 = -139163.973366
  nChanged 118
		SP:Iteration 2F (19657.790000 sec): 3 clusters
  Score: Raw -141832.947086 + Penalty 2304.816187 = -139528.130898
  nChanged 114
		SP:Iteration 3F (19657.980000 sec): 3 clusters
  Score: Raw -142021.307864 + Penalty 2304.816187 = -139716.491676
  nChanged 70
		SP:Iteration 4F (19658.130000 sec): 3 clusters
  Score: Raw -142112.737237 + Penalty 2304.816187 = -139807.921050
  nChanged 44
		SP:Iteration 5Q (19658.310000 sec): 3 clusters
  Score: Raw -142168.255839 + Penalty 2304.816187 = -139863.439652
  nChanged 31
		SP:Iteration 6Q (19658.480000 sec): 3 clusters
  Score: Raw -142207.270825 + Penalty 2304.816187 = -139902.454637
  nChanged 18
		SP:Iteration 7Q (19658.610000 sec): 3 clusters
  Score: Raw -142235.462409 + Penalty 2304.816187 = -139930.646221
  nChanged 14
		SP:Iteration 8Q (19658.750000 sec): 3 clusters
  Score: Raw -142246.994743 + Penalty 2304.816187 = -139942.178556
  nChanged 8
		SP:Iteration 9Q (19658.890000 sec): 3 clusters
  Score: Raw -142255.639538 + Penalty 2304.816187 = -139950.823351
  nChanged 10
		SP:Iteration 10Q (19659.090000 sec): 3 clusters
  Score: Raw -142270.070411 + Penalty 2304.816187 = -139965.254223
  nChanged 11
		SP:Iteration 11Q (19659.270000 sec): 3 clusters
  Score: Raw -142280.701804 + Penalty 2304.816187 = -139975.885616
  nChanged 10
		SP:Iteration 12Q (19659.370000 sec): 3 clusters
  Score: Raw -142290.627477 + Penalty 2304.816187 = -139985.811289
  nChanged 9
		SP:Iteration 13Q (19659.550000 sec): 3 clusters
  Score: Raw -142302.294715 + Penalty 2304.816187 = -139997.478528
  nChanged 3
		SP:Iteration 14Q (19659.750000 sec): 3 clusters
  Score: Raw -142306.529683 + Penalty 2304.816187 = -140001.713496
  nChanged 4
		SP:Iteration 15Q (19659.900000 sec): 3 clusters
  Score: Raw -142309.747227 + Penalty 2304.816187 = -140004.931040
  nChanged 1
		SP:Iteration 16Q (19660.080000 sec): 3 clusters
  Score: Raw -142310.612617 + Penalty 2304.816187 = -140005.796430
  nChanged 1
		SP:Iteration 17Q (19660.290000 sec): 3 clusters
  Score: Raw -142312.567907 + Penalty 2304.816187 = -140007.751720
  nChanged 0
		SP:Iteration 18F (19660.440000 sec): 3 clusters
  Score: Raw -142312.567907 + Penalty 2304.816187 = -140007.751720
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 12 (14134 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (19660.630000 sec): 2 clusters
  Score: Raw -1704493.004510 + Penalty 1552.905010 = -1702940.099501
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (19660.950000 sec): 3 clusters
  Score: Raw -1696142.071661 + Penalty 3105.810019 = -1693036.261642
  nChanged 6337
		SP:Iteration 1F (19661.200000 sec): 3 clusters
  Score: Raw -1699515.733606 + Penalty 3105.810019 = -1696409.923587
  nChanged 744
		SP:Iteration 2F (19661.400000 sec): 3 clusters
  Score: Raw -1699793.216010 + Penalty 3105.810019 = -1696687.405991
  nChanged 660
		SP:Iteration 3Q (19661.690000 sec): 3 clusters
  Score: Raw -1700038.246262 + Penalty 3105.810019 = -1696932.436243
  nChanged 626
		SP:Iteration 4Q (19661.890000 sec): 3 clusters
  Score: Raw -1700315.810112 + Penalty 3105.810019 = -1697210.000093
  nChanged 655
		SP:Iteration 5Q (19662.130000 sec): 3 clusters
  Score: Raw -1700629.376521 + Penalty 3105.810019 = -1697523.566502
  nChanged 644
		SP:Iteration 6Q (19662.430000 sec): 3 clusters
  Score: Raw -1700936.538960 + Penalty 3105.810019 = -1697830.728941
  nChanged 617
		SP:Iteration 7Q (19662.740000 sec): 3 clusters
  Score: Raw -1701262.360943 + Penalty 3105.810019 = -1698156.550924
  nChanged 595
		SP:Iteration 8Q (19663.040000 sec): 3 clusters
  Score: Raw -1701625.944599 + Penalty 3105.810019 = -1698520.134580
  nChanged 597
		SP:Iteration 9Q (19663.320000 sec): 3 clusters
  Score: Raw -1702009.042960 + Penalty 3105.810019 = -1698903.232940
  nChanged 584
		SP:Iteration 10Q (19663.650000 sec): 3 clusters
  Score: Raw -1702372.452742 + Penalty 3105.810019 = -1699266.642723
  nChanged 494
		SP:Iteration 11Q (19663.920000 sec): 3 clusters
  Score: Raw -1702625.646046 + Penalty 3105.810019 = -1699519.836026
  nChanged 388
		SP:Iteration 12Q (19664.220000 sec): 3 clusters
  Score: Raw -1702799.530559 + Penalty 3105.810019 = -1699693.720539
  nChanged 310
		SP:Iteration 13Q (19664.460000 sec): 3 clusters
  Score: Raw -1702888.049351 + Penalty 3105.810019 = -1699782.239331
  nChanged 188
		SP:Iteration 14Q (19664.740000 sec): 3 clusters
  Score: Raw -1702949.944128 + Penalty 3105.810019 = -1699844.134108
  nChanged 173
		SP:Iteration 15Q (19665.080000 sec): 3 clusters
  Score: Raw -1703007.574474 + Penalty 3105.810019 = -1699901.764454
  nChanged 149
		SP:Iteration 16Q (19665.410000 sec): 3 clusters
  Score: Raw -1703054.350625 + Penalty 3105.810019 = -1699948.540605
  nChanged 152
		SP:Iteration 17Q (19665.650000 sec): 3 clusters
  Score: Raw -1703099.915009 + Penalty 3105.810019 = -1699994.104990
  nChanged 160
		SP:Iteration 18Q (19665.900000 sec): 3 clusters
  Score: Raw -1703155.003658 + Penalty 3105.810019 = -1700049.193638
  nChanged 159
		SP:Iteration 19Q (19666.160000 sec): 3 clusters
  Score: Raw -1703213.118112 + Penalty 3105.810019 = -1700107.308092
  nChanged 159
		SP:Iteration 20F (19666.380000 sec): 3 clusters
  Score: Raw -1703271.631038 + Penalty 3105.810019 = -1700165.821018
  nChanged 163
		SP:Iteration 21Q (19666.660000 sec): 3 clusters
  Score: Raw -1703325.589793 + Penalty 3105.810019 = -1700219.779774
  nChanged 153
		SP:Iteration 22Q (19666.840000 sec): 3 clusters
  Score: Raw -1703371.763474 + Penalty 3105.810019 = -1700265.953455
  nChanged 131
		SP:Iteration 23Q (19667.140000 sec): 3 clusters
  Score: Raw -1703411.059603 + Penalty 3105.810019 = -1700305.249584
  nChanged 109
		SP:Iteration 24Q (19667.430000 sec): 3 clusters
  Score: Raw -1703437.539990 + Penalty 3105.810019 = -1700331.729970
  nChanged 97
		SP:Iteration 25Q (19667.690000 sec): 3 clusters
  Score: Raw -1703460.871651 + Penalty 3105.810019 = -1700355.061632
  nChanged 89
		SP:Iteration 26Q (19667.940000 sec): 3 clusters
  Score: Raw -1703480.206973 + Penalty 3105.810019 = -1700374.396953
  nChanged 80
		SP:Iteration 27Q (19668.170000 sec): 3 clusters
  Score: Raw -1703498.692373 + Penalty 3105.810019 = -1700392.882353
  nChanged 82
		SP:Iteration 28Q (19668.410000 sec): 3 clusters
  Score: Raw -1703518.556319 + Penalty 3105.810019 = -1700412.746300
  nChanged 80
		SP:Iteration 29Q (19668.620000 sec): 3 clusters
  Score: Raw -1703539.036014 + Penalty 3105.810019 = -1700433.225995
  nChanged 91
		SP:Iteration 30Q (19668.890000 sec): 3 clusters
  Score: Raw -1703560.345314 + Penalty 3105.810019 = -1700454.535295
  nChanged 77
		SP:Iteration 31Q (19669.180000 sec): 3 clusters
  Score: Raw -1703579.854957 + Penalty 3105.810019 = -1700474.044937
  nChanged 79
		SP:Iteration 32Q (19669.400000 sec): 3 clusters
  Score: Raw -1703597.477510 + Penalty 3105.810019 = -1700491.667490
  nChanged 83
		SP:Iteration 33Q (19669.620000 sec): 3 clusters
  Score: Raw -1703614.012511 + Penalty 3105.810019 = -1700508.202492
  nChanged 84
		SP:Iteration 34Q (19669.890000 sec): 3 clusters
  Score: Raw -1703632.422814 + Penalty 3105.810019 = -1700526.612795
  nChanged 77
		SP:Iteration 35Q (19670.110000 sec): 3 clusters
  Score: Raw -1703650.160643 + Penalty 3105.810019 = -1700544.350623
  nChanged 89
		SP:Iteration 36Q (19670.370000 sec): 3 clusters
  Score: Raw -1703671.314942 + Penalty 3105.810019 = -1700565.504923
  nChanged 83
		SP:Iteration 37Q (19670.590000 sec): 3 clusters
  Score: Raw -1703691.644029 + Penalty 3105.810019 = -1700585.834009
  nChanged 86
		SP:Iteration 38Q (19670.840000 sec): 3 clusters
  Score: Raw -1703717.574740 + Penalty 3105.810019 = -1700611.764720
  nChanged 96
		SP:Iteration 39Q (19671.060000 sec): 3 clusters
  Score: Raw -1703749.540611 + Penalty 3105.810019 = -1700643.730592
  nChanged 103
		SP:Iteration 40F (19671.320000 sec): 3 clusters
  Score: Raw -1703784.188172 + Penalty 3105.810019 = -1700678.378152
  nChanged 108
		SP:Iteration 41Q (19671.540000 sec): 3 clusters
  Score: Raw -1703820.387121 + Penalty 3105.810019 = -1700714.577102
  nChanged 107
		SP:Iteration 42Q (19671.790000 sec): 3 clusters
  Score: Raw -1703858.980404 + Penalty 3105.810019 = -1700753.170384
  nChanged 115
		SP:Iteration 43Q (19672.010000 sec): 3 clusters
  Score: Raw -1703904.749445 + Penalty 3105.810019 = -1700798.939426
  nChanged 127
		SP:Iteration 44Q (19672.270000 sec): 3 clusters
  Score: Raw -1703956.684243 + Penalty 3105.810019 = -1700850.874224
  nChanged 122
		SP:Iteration 45Q (19672.490000 sec): 3 clusters
  Score: Raw -1704009.171853 + Penalty 3105.810019 = -1700903.361834
  nChanged 123
		SP:Iteration 46Q (19672.740000 sec): 3 clusters
  Score: Raw -1704060.083749 + Penalty 3105.810019 = -1700954.273730
  nChanged 115
		SP:Iteration 47Q (19673.010000 sec): 3 clusters
  Score: Raw -1704111.727643 + Penalty 3105.810019 = -1701005.917624
  nChanged 110
		SP:Iteration 48Q (19673.230000 sec): 3 clusters
  Score: Raw -1704164.218594 + Penalty 3105.810019 = -1701058.408574
  nChanged 112
		SP:Iteration 49Q (19673.440000 sec): 3 clusters
  Score: Raw -1704221.179616 + Penalty 3105.810019 = -1701115.369597
  nChanged 111
		SP:Iteration 50Q (19673.700000 sec): 3 clusters
  Score: Raw -1704290.767805 + Penalty 3105.810019 = -1701184.957786
  nChanged 95
		SP:Iteration 51Q (19673.960000 sec): 3 clusters
  Score: Raw -1704349.948669 + Penalty 3105.810019 = -1701244.138649
  nChanged 106
		SP:Iteration 52Q (19674.180000 sec): 3 clusters
  Score: Raw -1704410.971645 + Penalty 3105.810019 = -1701305.161625
  nChanged 87
		SP:Iteration 53Q (19674.390000 sec): 3 clusters
  Score: Raw -1704469.359860 + Penalty 3105.810019 = -1701363.549841
  nChanged 73
		SP:Iteration 54Q (19674.650000 sec): 3 clusters
  Score: Raw -1704519.474556 + Penalty 3105.810019 = -1701413.664537
  nChanged 58
		SP:Iteration 55Q (19674.870000 sec): 3 clusters
  Score: Raw -1704554.587910 + Penalty 3105.810019 = -1701448.777891
  nChanged 47
		SP:Iteration 56Q (19675.130000 sec): 3 clusters
  Score: Raw -1704588.923782 + Penalty 3105.810019 = -1701483.113763
  nChanged 33
		SP:Iteration 57Q (19675.400000 sec): 3 clusters
  Score: Raw -1704612.262533 + Penalty 3105.810019 = -1701506.452513
  nChanged 33
		SP:Iteration 58Q (19675.640000 sec): 3 clusters
  Score: Raw -1704637.318204 + Penalty 3105.810019 = -1701531.508185
  nChanged 24
		SP:Iteration 59Q (19675.920000 sec): 3 clusters
  Score: Raw -1704653.631506 + Penalty 3105.810019 = -1701547.821486
  nChanged 28
		SP:Iteration 60F (19676.250000 sec): 3 clusters
  Score: Raw -1704676.295508 + Penalty 3105.810019 = -1701570.485488
  nChanged 19
		SP:Iteration 61Q (19676.460000 sec): 3 clusters
  Score: Raw -1704691.117227 + Penalty 3105.810019 = -1701585.307208
  nChanged 7
		SP:Iteration 62Q (19676.660000 sec): 3 clusters
  Score: Raw -1704696.482527 + Penalty 3105.810019 = -1701590.672507
  nChanged 5
		SP:Iteration 63Q (19676.800000 sec): 3 clusters
  Score: Raw -1704700.355205 + Penalty 3105.810019 = -1701594.545186
  nChanged 6
		SP:Iteration 64Q (19676.970000 sec): 3 clusters
  Score: Raw -1704704.980217 + Penalty 3105.810019 = -1701599.170197
  nChanged 4
		SP:Iteration 65Q (19677.200000 sec): 3 clusters
  Score: Raw -1704708.587314 + Penalty 3105.810019 = -1701602.777295
  nChanged 3
		SP:Iteration 66Q (19677.440000 sec): 3 clusters
  Score: Raw -1704710.854054 + Penalty 3105.810019 = -1701605.044034
  nChanged 1
		SP:Iteration 67Q (19677.680000 sec): 3 clusters
  Score: Raw -1704711.701723 + Penalty 3105.810019 = -1701605.891704
  nChanged 0
		SP:Iteration 68F (19677.940000 sec): 3 clusters
  Score: Raw -1704711.701723 + Penalty 3105.810019 = -1701605.891704
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 13 (4722 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (19678.080000 sec): 2 clusters
  Score: Raw -527553.059610 + Penalty 1374.748004 = -526178.311606
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (19678.310000 sec): 3 clusters
  Score: Raw -525137.169418 + Penalty 2749.496008 = -522387.673410
  nChanged 1904
		SP:Iteration 1F (19678.500000 sec): 3 clusters
  Score: Raw -526366.036622 + Penalty 2749.496008 = -523616.540613
  nChanged 453
		SP:Iteration 2F (19678.670000 sec): 3 clusters
  Score: Raw -526748.864395 + Penalty 2749.496008 = -523999.368386
  nChanged 350
		SP:Iteration 3F (19678.830000 sec): 3 clusters
  Score: Raw -527005.148642 + Penalty 2749.496008 = -524255.652634
  nChanged 269
		SP:Iteration 4F (19679.010000 sec): 3 clusters
  Score: Raw -527195.202908 + Penalty 2749.496008 = -524445.706900
  nChanged 213
		SP:Iteration 5Q (19679.180000 sec): 3 clusters
  Score: Raw -527351.472197 + Penalty 2749.496008 = -524601.976189
  nChanged 176
		SP:Iteration 6Q (19679.400000 sec): 3 clusters
  Score: Raw -527458.026452 + Penalty 2749.496008 = -524708.530444
  nChanged 153
		SP:Iteration 7Q (19679.520000 sec): 3 clusters
  Score: Raw -527540.281117 + Penalty 2749.496008 = -524790.785108
  nChanged 126
		SP:Iteration 8Q (19679.690000 sec): 3 clusters
  Score: Raw -527611.390102 + Penalty 2749.496008 = -524861.894094
  nChanged 126
		SP:Iteration 9Q (19679.810000 sec): 3 clusters
  Score: Raw -527693.790966 + Penalty 2749.496008 = -524944.294957
  nChanged 118
		SP:Iteration 10Q (19679.960000 sec): 3 clusters
  Score: Raw -527756.691948 + Penalty 2749.496008 = -525007.195940
  nChanged 106
		SP:Iteration 11Q (19680.170000 sec): 3 clusters
  Score: Raw -527806.850553 + Penalty 2749.496008 = -525057.354545
  nChanged 84
		SP:Iteration 12Q (19680.350000 sec): 3 clusters
  Score: Raw -527841.969222 + Penalty 2749.496008 = -525092.473214
  nChanged 60
		SP:Iteration 13Q (19680.550000 sec): 3 clusters
  Score: Raw -527863.811858 + Penalty 2749.496008 = -525114.315850
  nChanged 45
		SP:Iteration 14Q (19680.750000 sec): 3 clusters
  Score: Raw -527877.955920 + Penalty 2749.496008 = -525128.459911
  nChanged 32
		SP:Iteration 15Q (19680.990000 sec): 3 clusters
  Score: Raw -527890.357772 + Penalty 2749.496008 = -525140.861764
  nChanged 29
		SP:Iteration 16Q (19681.170000 sec): 3 clusters
  Score: Raw -527897.600758 + Penalty 2749.496008 = -525148.104750
  nChanged 20
		SP:Iteration 17Q (19681.400000 sec): 3 clusters
  Score: Raw -527901.716522 + Penalty 2749.496008 = -525152.220514
  nChanged 12
		SP:Iteration 18Q (19681.580000 sec): 3 clusters
  Score: Raw -527905.159672 + Penalty 2749.496008 = -525155.663663
  nChanged 13
		SP:Iteration 19Q (19681.800000 sec): 3 clusters
  Score: Raw -527908.450105 + Penalty 2749.496008 = -525158.954097
  nChanged 12
		SP:Iteration 20F (19682.010000 sec): 3 clusters
  Score: Raw -527911.667663 + Penalty 2749.496008 = -525162.171655
  nChanged 14
		SP:Iteration 21Q (19682.220000 sec): 3 clusters
  Score: Raw -527914.947330 + Penalty 2749.496008 = -525165.451322
  nChanged 10
		SP:Iteration 22Q (19682.390000 sec): 3 clusters
  Score: Raw -527917.595306 + Penalty 2749.496008 = -525168.099298
  nChanged 11
		SP:Iteration 23Q (19682.570000 sec): 3 clusters
  Score: Raw -527921.387628 + Penalty 2749.496008 = -525171.891620
  nChanged 12
		SP:Iteration 24Q (19682.730000 sec): 3 clusters
  Score: Raw -527924.442291 + Penalty 2749.496008 = -525174.946283
  nChanged 10
		SP:Iteration 25Q (19682.940000 sec): 3 clusters
  Score: Raw -527926.631531 + Penalty 2749.496008 = -525177.135522
  nChanged 9
		SP:Iteration 26Q (19683.100000 sec): 3 clusters
  Score: Raw -527927.844746 + Penalty 2749.496008 = -525178.348738
  nChanged 8
		SP:Iteration 27Q (19683.270000 sec): 3 clusters
  Score: Raw -527929.973838 + Penalty 2749.496008 = -525180.477830
  nChanged 10
		SP:Iteration 28Q (19683.490000 sec): 3 clusters
  Score: Raw -527932.059027 + Penalty 2749.496008 = -525182.563019
  nChanged 12
		SP:Iteration 29Q (19683.700000 sec): 3 clusters
  Score: Raw -527935.641874 + Penalty 2749.496008 = -525186.145866
  nChanged 12
		SP:Iteration 30Q (19683.890000 sec): 3 clusters
  Score: Raw -527939.218836 + Penalty 2749.496008 = -525189.722828
  nChanged 13
		SP:Iteration 31Q (19684.090000 sec): 3 clusters
  Score: Raw -527943.911075 + Penalty 2749.496008 = -525194.415067
  nChanged 12
		SP:Iteration 32Q (19684.270000 sec): 3 clusters
  Score: Raw -527948.732407 + Penalty 2749.496008 = -525199.236398
  nChanged 18
		SP:Iteration 33Q (19684.440000 sec): 3 clusters
  Score: Raw -527956.652055 + Penalty 2749.496008 = -525207.156047
  nChanged 21
		SP:Iteration 34Q (19684.610000 sec): 3 clusters
  Score: Raw -527966.299780 + Penalty 2749.496008 = -525216.803771
  nChanged 22
		SP:Iteration 35Q (19684.800000 sec): 3 clusters
  Score: Raw -527973.110862 + Penalty 2749.496008 = -525223.614854
  nChanged 15
		SP:Iteration 36Q (19684.940000 sec): 3 clusters
  Score: Raw -527977.730185 + Penalty 2749.496008 = -525228.234177
  nChanged 15
		SP:Iteration 37Q (19685.170000 sec): 3 clusters
  Score: Raw -527982.358589 + Penalty 2749.496008 = -525232.862581
  nChanged 19
		SP:Iteration 38Q (19685.330000 sec): 3 clusters
  Score: Raw -527988.428752 + Penalty 2749.496008 = -525238.932744
  nChanged 16
		SP:Iteration 39Q (19685.580000 sec): 3 clusters
  Score: Raw -527992.999086 + Penalty 2749.496008 = -525243.503078
  nChanged 19
		SP:Iteration 40F (19685.750000 sec): 3 clusters
  Score: Raw -527998.511540 + Penalty 2749.496008 = -525249.015532
  nChanged 17
		SP:Iteration 41Q (19685.980000 sec): 3 clusters
  Score: Raw -528002.328835 + Penalty 2749.496008 = -525252.832827
  nChanged 14
		SP:Iteration 42Q (19686.270000 sec): 3 clusters
  Score: Raw -528008.630275 + Penalty 2749.496008 = -525259.134267
  nChanged 17
		SP:Iteration 43Q (19686.420000 sec): 3 clusters
  Score: Raw -528015.271843 + Penalty 2749.496008 = -525265.775835
  nChanged 22
		SP:Iteration 44Q (19686.640000 sec): 3 clusters
  Score: Raw -528020.972720 + Penalty 2749.496008 = -525271.476711
  nChanged 17
		SP:Iteration 45Q (19686.820000 sec): 3 clusters
  Score: Raw -528026.189027 + Penalty 2749.496008 = -525276.693019
  nChanged 16
		SP:Iteration 46Q (19686.970000 sec): 3 clusters
  Score: Raw -528030.326086 + Penalty 2749.496008 = -525280.830078
  nChanged 18
		SP:Iteration 47Q (19687.160000 sec): 3 clusters
  Score: Raw -528036.183619 + Penalty 2749.496008 = -525286.687611
  nChanged 16
		SP:Iteration 48Q (19687.380000 sec): 3 clusters
  Score: Raw -528042.297695 + Penalty 2749.496008 = -525292.801687
  nChanged 23
		SP:Iteration 49Q (19687.540000 sec): 3 clusters
  Score: Raw -528050.761873 + Penalty 2749.496008 = -525301.265865
  nChanged 25
		SP:Iteration 50Q (19687.840000 sec): 3 clusters
  Score: Raw -528059.936489 + Penalty 2749.496008 = -525310.440481
  nChanged 26
		SP:Iteration 51Q (19688.000000 sec): 3 clusters
  Score: Raw -528068.266986 + Penalty 2749.496008 = -525318.770977
  nChanged 21
		SP:Iteration 52Q (19688.170000 sec): 3 clusters
  Score: Raw -528075.969708 + Penalty 2749.496008 = -525326.473700
  nChanged 25
		SP:Iteration 53Q (19688.300000 sec): 3 clusters
  Score: Raw -528083.362803 + Penalty 2749.496008 = -525333.866795
  nChanged 27
		SP:Iteration 54Q (19688.450000 sec): 3 clusters
  Score: Raw -528090.668565 + Penalty 2749.496008 = -525341.172556
  nChanged 22
		SP:Iteration 55Q (19688.610000 sec): 3 clusters
  Score: Raw -528096.901755 + Penalty 2749.496008 = -525347.405746
  nChanged 23
		SP:Iteration 56Q (19688.820000 sec): 3 clusters
  Score: Raw -528104.734971 + Penalty 2749.496008 = -525355.238962
  nChanged 24
		SP:Iteration 57Q (19689.050000 sec): 3 clusters
  Score: Raw -528110.480986 + Penalty 2749.496008 = -525360.984978
  nChanged 23
		SP:Iteration 58Q (19689.240000 sec): 3 clusters
  Score: Raw -528116.881471 + Penalty 2749.496008 = -525367.385463
  nChanged 24
		SP:Iteration 59Q (19689.450000 sec): 3 clusters
  Score: Raw -528124.057462 + Penalty 2749.496008 = -525374.561453
  nChanged 26
		SP:Iteration 60F (19689.660000 sec): 3 clusters
  Score: Raw -528133.277987 + Penalty 2749.496008 = -525383.781979
  nChanged 27
		SP:Iteration 61Q (19689.860000 sec): 3 clusters
  Score: Raw -528141.102086 + Penalty 2749.496008 = -525391.606077
  nChanged 38
		SP:Iteration 62Q (19690.040000 sec): 3 clusters
  Score: Raw -528153.851715 + Penalty 2749.496008 = -525404.355707
  nChanged 37
		SP:Iteration 63Q (19690.200000 sec): 3 clusters
  Score: Raw -528167.681626 + Penalty 2749.496008 = -525418.185618
  nChanged 40
		SP:Iteration 64Q (19690.410000 sec): 3 clusters
  Score: Raw -528181.738648 + Penalty 2749.496008 = -525432.242639
  nChanged 38
		SP:Iteration 65Q (19690.650000 sec): 3 clusters
  Score: Raw -528195.285770 + Penalty 2749.496008 = -525445.789761
  nChanged 33
		SP:Iteration 66Q (19690.810000 sec): 3 clusters
  Score: Raw -528210.706327 + Penalty 2749.496008 = -525461.210319
  nChanged 44
		SP:Iteration 67Q (19690.980000 sec): 3 clusters
  Score: Raw -528230.009930 + Penalty 2749.496008 = -525480.513922
  nChanged 36
		SP:Iteration 68Q (19691.210000 sec): 3 clusters
  Score: Raw -528245.009453 + Penalty 2749.496008 = -525495.513444
  nChanged 28
		SP:Iteration 69Q (19691.410000 sec): 3 clusters
  Score: Raw -528254.234394 + Penalty 2749.496008 = -525504.738386
  nChanged 15
		SP:Iteration 70Q (19691.550000 sec): 3 clusters
  Score: Raw -528260.096741 + Penalty 2749.496008 = -525510.600732
  nChanged 13
		SP:Iteration 71Q (19691.740000 sec): 3 clusters
  Score: Raw -528265.009176 + Penalty 2749.496008 = -525515.513168
  nChanged 16
		SP:Iteration 72Q (19691.860000 sec): 3 clusters
  Score: Raw -528270.886176 + Penalty 2749.496008 = -525521.390168
  nChanged 15
		SP:Iteration 73Q (19692.080000 sec): 3 clusters
  Score: Raw -528274.650811 + Penalty 2749.496008 = -525525.154803
  nChanged 9
		SP:Iteration 74Q (19692.230000 sec): 3 clusters
  Score: Raw -528276.844176 + Penalty 2749.496008 = -525527.348168
  nChanged 6
		SP:Iteration 75Q (19692.420000 sec): 3 clusters
  Score: Raw -528278.612301 + Penalty 2749.496008 = -525529.116293
  nChanged 7
		SP:Iteration 76Q (19692.580000 sec): 3 clusters
  Score: Raw -528280.570428 + Penalty 2749.496008 = -525531.074419
  nChanged 5
		SP:Iteration 77Q (19692.760000 sec): 3 clusters
  Score: Raw -528281.525353 + Penalty 2749.496008 = -525532.029345
  nChanged 5
		SP:Iteration 78Q (19692.890000 sec): 3 clusters
  Score: Raw -528282.841440 + Penalty 2749.496008 = -525533.345432
  nChanged 4
		SP:Iteration 79Q (19693.090000 sec): 3 clusters
  Score: Raw -528283.692105 + Penalty 2749.496008 = -525534.196097
  nChanged 4
		SP:Iteration 80F (19693.260000 sec): 3 clusters
  Score: Raw -528284.467212 + Penalty 2749.496008 = -525534.971204
  nChanged 7
		SP:Iteration 81Q (19693.460000 sec): 3 clusters
  Score: Raw -528286.345655 + Penalty 2749.496008 = -525536.849647
  nChanged 11
		SP:Iteration 82Q (19693.630000 sec): 3 clusters
  Score: Raw -528290.312151 + Penalty 2749.496008 = -525540.816143
  nChanged 13
		SP:Iteration 83Q (19693.790000 sec): 3 clusters
  Score: Raw -528293.834501 + Penalty 2749.496008 = -525544.338493
  nChanged 6
		SP:Iteration 84Q (19694.020000 sec): 3 clusters
  Score: Raw -528295.340544 + Penalty 2749.496008 = -525545.844536
  nChanged 5
		SP:Iteration 85Q (19694.260000 sec): 3 clusters
  Score: Raw -528296.505058 + Penalty 2749.496008 = -525547.009050
  nChanged 3
		SP:Iteration 86Q (19694.380000 sec): 3 clusters
  Score: Raw -528296.891357 + Penalty 2749.496008 = -525547.395349
  nChanged 1
		SP:Iteration 87Q (19694.560000 sec): 3 clusters
  Score: Raw -528297.358846 + Penalty 2749.496008 = -525547.862838
  nChanged 3
		SP:Iteration 88Q (19694.790000 sec): 3 clusters
  Score: Raw -528298.192808 + Penalty 2749.496008 = -525548.696799
  nChanged 1
		SP:Iteration 89Q (19694.990000 sec): 3 clusters
  Score: Raw -528299.454172 + Penalty 2749.496008 = -525549.958164
  nChanged 0
		SP:Iteration 90F (19695.150000 sec): 3 clusters
  Score: Raw -528299.454172 + Penalty 2749.496008 = -525549.958164
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 14 (33299 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (19695.420000 sec): 2 clusters
  Score: Raw -4068337.437149 + Penalty 1692.158430 = -4066645.278719
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (19695.850000 sec): 3 clusters
  Score: Raw -4047655.408933 + Penalty 3384.316860 = -4044271.092073
  nChanged 15470
		SP:Iteration 1F (19696.270000 sec): 3 clusters
  Score: Raw -4056333.834668 + Penalty 3384.316860 = -4052949.517808
  nChanged 1493
		SP:Iteration 2Q (19696.650000 sec): 3 clusters
  Score: Raw -4056831.614433 + Penalty 3384.316860 = -4053447.297573
  nChanged 1511
		SP:Iteration 3Q (19697.060000 sec): 3 clusters
  Score: Raw -4057356.409035 + Penalty 3384.316860 = -4053972.092175
  nChanged 1540
		SP:Iteration 4Q (19697.480000 sec): 3 clusters
  Score: Raw -4057975.015175 + Penalty 3384.316860 = -4054590.698316
  nChanged 1639
		SP:Iteration 5Q (19697.850000 sec): 3 clusters
  Score: Raw -4058667.558451 + Penalty 3384.316860 = -4055283.241591
  nChanged 1613
		SP:Iteration 6Q (19698.310000 sec): 3 clusters
  Score: Raw -4059319.373890 + Penalty 3384.316860 = -4055935.057030
  nChanged 1515
		SP:Iteration 7Q (19698.680000 sec): 3 clusters
  Score: Raw -4059925.803351 + Penalty 3384.316860 = -4056541.486491
  nChanged 1353
		SP:Iteration 8Q (19699.110000 sec): 3 clusters
  Score: Raw -4060400.592392 + Penalty 3384.316860 = -4057016.275533
  nChanged 1199
		SP:Iteration 9Q (19699.470000 sec): 3 clusters
  Score: Raw -4060791.882945 + Penalty 3384.316860 = -4057407.566086
  nChanged 1005
		SP:Iteration 10Q (19699.860000 sec): 3 clusters
  Score: Raw -4061094.142716 + Penalty 3384.316860 = -4057709.825856
  nChanged 845
		SP:Iteration 11Q (19700.200000 sec): 3 clusters
  Score: Raw -4061326.938426 + Penalty 3384.316860 = -4057942.621566
  nChanged 736
		SP:Iteration 12Q (19700.600000 sec): 3 clusters
  Score: Raw -4061516.074806 + Penalty 3384.316860 = -4058131.757946
  nChanged 633
		SP:Iteration 13Q (19701.050000 sec): 3 clusters
  Score: Raw -4061675.067440 + Penalty 3384.316860 = -4058290.750580
  nChanged 596
		SP:Iteration 14Q (19701.490000 sec): 3 clusters
  Score: Raw -4061838.404366 + Penalty 3384.316860 = -4058454.087506
  nChanged 598
		SP:Iteration 15Q (19701.870000 sec): 3 clusters
  Score: Raw -4062008.915069 + Penalty 3384.316860 = -4058624.598209
  nChanged 642
		SP:Iteration 16Q (19702.290000 sec): 3 clusters
  Score: Raw -4062239.413866 + Penalty 3384.316860 = -4058855.097006
  nChanged 734
		SP:Iteration 17Q (19702.690000 sec): 3 clusters
  Score: Raw -4062549.364992 + Penalty 3384.316860 = -4059165.048132
  nChanged 833
		SP:Iteration 18Q (19703.050000 sec): 3 clusters
  Score: Raw -4063012.095654 + Penalty 3384.316860 = -4059627.778794
  nChanged 946
		SP:Iteration 19Q (19703.470000 sec): 3 clusters
  Score: Raw -4063571.026220 + Penalty 3384.316860 = -4060186.709360
  nChanged 928
		SP:Iteration 20F (19703.790000 sec): 3 clusters
  Score: Raw -4064079.773196 + Penalty 3384.316860 = -4060695.456336
  nChanged 818
		SP:Iteration 21Q (19704.170000 sec): 3 clusters
  Score: Raw -4064436.860184 + Penalty 3384.316860 = -4061052.543324
  nChanged 638
		SP:Iteration 22Q (19704.550000 sec): 3 clusters
  Score: Raw -4064642.588958 + Penalty 3384.316860 = -4061258.272099
  nChanged 487
		SP:Iteration 23Q (19704.920000 sec): 3 clusters
  Score: Raw -4064784.469159 + Penalty 3384.316860 = -4061400.152299
  nChanged 436
		SP:Iteration 24Q (19705.370000 sec): 3 clusters
  Score: Raw -4064911.817259 + Penalty 3384.316860 = -4061527.500399
  nChanged 467
		SP:Iteration 25Q (19705.730000 sec): 3 clusters
  Score: Raw -4065054.486060 + Penalty 3384.316860 = -4061670.169201
  nChanged 479
		SP:Iteration 26Q (19706.140000 sec): 3 clusters
  Score: Raw -4065195.108536 + Penalty 3384.316860 = -4061810.791676
  nChanged 431
		SP:Iteration 27Q (19706.610000 sec): 3 clusters
  Score: Raw -4065318.361379 + Penalty 3384.316860 = -4061934.044519
  nChanged 433
		SP:Iteration 28Q (19707.020000 sec): 3 clusters
  Score: Raw -4065450.145083 + Penalty 3384.316860 = -4062065.828223
  nChanged 424
		SP:Iteration 29Q (19707.390000 sec): 3 clusters
  Score: Raw -4065578.044330 + Penalty 3384.316860 = -4062193.727471
  nChanged 407
		SP:Iteration 30Q (19707.820000 sec): 3 clusters
  Score: Raw -4065696.986654 + Penalty 3384.316860 = -4062312.669794
  nChanged 390
		SP:Iteration 31Q (19708.200000 sec): 3 clusters
  Score: Raw -4065820.565651 + Penalty 3384.316860 = -4062436.248792
  nChanged 420
		SP:Iteration 32Q (19708.600000 sec): 3 clusters
  Score: Raw -4065962.010120 + Penalty 3384.316860 = -4062577.693260
  nChanged 439
		SP:Iteration 33Q (19709.010000 sec): 3 clusters
  Score: Raw -4066121.110350 + Penalty 3384.316860 = -4062736.793491
  nChanged 446
		SP:Iteration 34Q (19709.460000 sec): 3 clusters
  Score: Raw -4066293.027119 + Penalty 3384.316860 = -4062908.710259
  nChanged 415
		SP:Iteration 35Q (19709.800000 sec): 3 clusters
  Score: Raw -4066465.292500 + Penalty 3384.316860 = -4063080.975641
  nChanged 392
		SP:Iteration 36Q (19710.220000 sec): 3 clusters
  Score: Raw -4066615.851327 + Penalty 3384.316860 = -4063231.534467
  nChanged 367
		SP:Iteration 37Q (19710.660000 sec): 3 clusters
  Score: Raw -4066752.556617 + Penalty 3384.316860 = -4063368.239757
  nChanged 341
		SP:Iteration 38Q (19711.020000 sec): 3 clusters
  Score: Raw -4066869.327905 + Penalty 3384.316860 = -4063485.011045
  nChanged 282
		SP:Iteration 39Q (19711.400000 sec): 3 clusters
  Score: Raw -4066954.893457 + Penalty 3384.316860 = -4063570.576597
  nChanged 261
		SP:Iteration 40F (19711.800000 sec): 3 clusters
  Score: Raw -4067028.207563 + Penalty 3384.316860 = -4063643.890703
  nChanged 254
		SP:Iteration 41Q (19712.180000 sec): 3 clusters
  Score: Raw -4067093.620075 + Penalty 3384.316860 = -4063709.303215
  nChanged 241
		SP:Iteration 42Q (19712.550000 sec): 3 clusters
  Score: Raw -4067154.989663 + Penalty 3384.316860 = -4063770.672803
  nChanged 226
		SP:Iteration 43Q (19712.960000 sec): 3 clusters
  Score: Raw -4067216.481095 + Penalty 3384.316860 = -4063832.164236
  nChanged 239
		SP:Iteration 44Q (19713.350000 sec): 3 clusters
  Score: Raw -4067278.537007 + Penalty 3384.316860 = -4063894.220148
  nChanged 207
		SP:Iteration 45Q (19713.730000 sec): 3 clusters
  Score: Raw -4067330.086664 + Penalty 3384.316860 = -4063945.769804
  nChanged 190
		SP:Iteration 46Q (19714.120000 sec): 3 clusters
  Score: Raw -4067384.671843 + Penalty 3384.316860 = -4064000.354983
  nChanged 192
		SP:Iteration 47Q (19714.500000 sec): 3 clusters
  Score: Raw -4067440.434577 + Penalty 3384.316860 = -4064056.117717
  nChanged 194
		SP:Iteration 48Q (19714.880000 sec): 3 clusters
  Score: Raw -4067501.932520 + Penalty 3384.316860 = -4064117.615660
  nChanged 202
		SP:Iteration 49Q (19715.260000 sec): 3 clusters
  Score: Raw -4067564.909648 + Penalty 3384.316860 = -4064180.592788
  nChanged 185
		SP:Iteration 50Q (19715.640000 sec): 3 clusters
  Score: Raw -4067620.039481 + Penalty 3384.316860 = -4064235.722621
  nChanged 174
		SP:Iteration 51Q (19716.030000 sec): 3 clusters
  Score: Raw -4067671.812443 + Penalty 3384.316860 = -4064287.495583
  nChanged 171
		SP:Iteration 52Q (19716.420000 sec): 3 clusters
  Score: Raw -4067728.840318 + Penalty 3384.316860 = -4064344.523459
  nChanged 184
		SP:Iteration 53Q (19716.800000 sec): 3 clusters
  Score: Raw -4067789.890517 + Penalty 3384.316860 = -4064405.573657
  nChanged 192
		SP:Iteration 54Q (19717.200000 sec): 3 clusters
  Score: Raw -4067857.512372 + Penalty 3384.316860 = -4064473.195512
  nChanged 175
		SP:Iteration 55Q (19717.590000 sec): 3 clusters
  Score: Raw -4067924.699217 + Penalty 3384.316860 = -4064540.382357
  nChanged 178
		SP:Iteration 56Q (19718.010000 sec): 3 clusters
  Score: Raw -4067998.404568 + Penalty 3384.316860 = -4064614.087708
  nChanged 177
		SP:Iteration 57Q (19718.320000 sec): 3 clusters
  Score: Raw -4068084.545871 + Penalty 3384.316860 = -4064700.229011
  nChanged 174
		SP:Iteration 58Q (19718.650000 sec): 3 clusters
  Score: Raw -4068164.986428 + Penalty 3384.316860 = -4064780.669569
  nChanged 161
		SP:Iteration 59Q (19719.000000 sec): 3 clusters
  Score: Raw -4068238.351409 + Penalty 3384.316860 = -4064854.034549
  nChanged 136
		SP:Iteration 60F (19719.370000 sec): 3 clusters
  Score: Raw -4068294.396089 + Penalty 3384.316860 = -4064910.079229
  nChanged 124
		SP:Iteration 61Q (19719.670000 sec): 3 clusters
  Score: Raw -4068343.669979 + Penalty 3384.316860 = -4064959.353119
  nChanged 119
		SP:Iteration 62Q (19720.020000 sec): 3 clusters
  Score: Raw -4068395.777822 + Penalty 3384.316860 = -4065011.460962
  nChanged 92
		SP:Iteration 63Q (19720.390000 sec): 3 clusters
  Score: Raw -4068435.887955 + Penalty 3384.316860 = -4065051.571096
  nChanged 83
		SP:Iteration 64Q (19720.720000 sec): 3 clusters
  Score: Raw -4068467.356081 + Penalty 3384.316860 = -4065083.039221
  nChanged 71
		SP:Iteration 65Q (19721.060000 sec): 3 clusters
  Score: Raw -4068492.310829 + Penalty 3384.316860 = -4065107.993969
  nChanged 73
		SP:Iteration 66Q (19721.410000 sec): 3 clusters
  Score: Raw -4068518.467883 + Penalty 3384.316860 = -4065134.151023
  nChanged 61
		SP:Iteration 67Q (19721.780000 sec): 3 clusters
  Score: Raw -4068539.321259 + Penalty 3384.316860 = -4065155.004399
  nChanged 48
		SP:Iteration 68Q (19722.090000 sec): 3 clusters
  Score: Raw -4068553.874415 + Penalty 3384.316860 = -4065169.557555
  nChanged 43
		SP:Iteration 69Q (19722.440000 sec): 3 clusters
  Score: Raw -4068566.454943 + Penalty 3384.316860 = -4065182.138083
  nChanged 46
		SP:Iteration 70Q (19722.760000 sec): 3 clusters
  Score: Raw -4068580.359685 + Penalty 3384.316860 = -4065196.042825
  nChanged 41
		SP:Iteration 71Q (19723.100000 sec): 3 clusters
  Score: Raw -4068592.149505 + Penalty 3384.316860 = -4065207.832645
  nChanged 32
		SP:Iteration 72Q (19723.520000 sec): 3 clusters
  Score: Raw -4068600.071787 + Penalty 3384.316860 = -4065215.754927
  nChanged 22
		SP:Iteration 73Q (19723.810000 sec): 3 clusters
  Score: Raw -4068606.771471 + Penalty 3384.316860 = -4065222.454612
  nChanged 28
		SP:Iteration 74Q (19724.150000 sec): 3 clusters
  Score: Raw -4068613.956269 + Penalty 3384.316860 = -4065229.639409
  nChanged 22
		SP:Iteration 75Q (19724.480000 sec): 3 clusters
  Score: Raw -4068619.326269 + Penalty 3384.316860 = -4065235.009409
  nChanged 19
		SP:Iteration 76Q (19724.770000 sec): 3 clusters
  Score: Raw -4068623.711959 + Penalty 3384.316860 = -4065239.395099
  nChanged 18
		SP:Iteration 77Q (19725.140000 sec): 3 clusters
  Score: Raw -4068627.930425 + Penalty 3384.316860 = -4065243.613565
  nChanged 19
		SP:Iteration 78Q (19725.450000 sec): 3 clusters
  Score: Raw -4068631.578951 + Penalty 3384.316860 = -4065247.262091
  nChanged 21
		SP:Iteration 79Q (19725.740000 sec): 3 clusters
  Score: Raw -4068636.625752 + Penalty 3384.316860 = -4065252.308893
  nChanged 15
		SP:Iteration 80F (19726.130000 sec): 3 clusters
  Score: Raw -4068640.857175 + Penalty 3384.316860 = -4065256.540315
  nChanged 10
		SP:Iteration 81Q (19726.480000 sec): 3 clusters
  Score: Raw -4068643.167781 + Penalty 3384.316860 = -4065258.850921
  nChanged 7
		SP:Iteration 82Q (19726.850000 sec): 3 clusters
  Score: Raw -4068645.394338 + Penalty 3384.316860 = -4065261.077478
  nChanged 10
		SP:Iteration 83Q (19727.220000 sec): 3 clusters
  Score: Raw -4068648.023036 + Penalty 3384.316860 = -4065263.706177
  nChanged 6
		SP:Iteration 84Q (19727.620000 sec): 3 clusters
  Score: Raw -4068649.595517 + Penalty 3384.316860 = -4065265.278658
  nChanged 6
		SP:Iteration 85Q (19727.970000 sec): 3 clusters
  Score: Raw -4068651.040014 + Penalty 3384.316860 = -4065266.723154
  nChanged 10
		SP:Iteration 86Q (19728.370000 sec): 3 clusters
  Score: Raw -4068654.178086 + Penalty 3384.316860 = -4065269.861226
  nChanged 12
		SP:Iteration 87Q (19728.710000 sec): 3 clusters
  Score: Raw -4068658.397060 + Penalty 3384.316860 = -4065274.080200
  nChanged 16
		SP:Iteration 88Q (19729.100000 sec): 3 clusters
  Score: Raw -4068662.174600 + Penalty 3384.316860 = -4065277.857740
  nChanged 9
		SP:Iteration 89Q (19729.450000 sec): 3 clusters
  Score: Raw -4068663.792701 + Penalty 3384.316860 = -4065279.475842
  nChanged 6
		SP:Iteration 90Q (19729.920000 sec): 3 clusters
  Score: Raw -4068664.553120 + Penalty 3384.316860 = -4065280.236260
  nChanged 5
		SP:Iteration 91Q (19730.310000 sec): 3 clusters
  Score: Raw -4068666.101554 + Penalty 3384.316860 = -4065281.784695
  nChanged 6
		SP:Iteration 92Q (19730.690000 sec): 3 clusters
  Score: Raw -4068667.367287 + Penalty 3384.316860 = -4065283.050427
  nChanged 8
		SP:Iteration 93Q (19731.100000 sec): 3 clusters
  Score: Raw -4068669.851504 + Penalty 3384.316860 = -4065285.534645
  nChanged 8
		SP:Iteration 94Q (19731.460000 sec): 3 clusters
  Score: Raw -4068672.277098 + Penalty 3384.316860 = -4065287.960238
  nChanged 4
		SP:Iteration 95Q (19731.890000 sec): 3 clusters
  Score: Raw -4068673.075113 + Penalty 3384.316860 = -4065288.758253
  nChanged 3
		SP:Iteration 96Q (19732.270000 sec): 3 clusters
  Score: Raw -4068673.511648 + Penalty 3384.316860 = -4065289.194789
  nChanged 2
		SP:Iteration 97Q (19732.670000 sec): 3 clusters
  Score: Raw -4068674.030497 + Penalty 3384.316860 = -4065289.713637
  nChanged 3
		SP:Iteration 98Q (19733.070000 sec): 3 clusters
  Score: Raw -4068675.139340 + Penalty 3384.316860 = -4065290.822480
  nChanged 4
		SP:Iteration 99Q (19733.390000 sec): 3 clusters
  Score: Raw -4068675.748104 + Penalty 3384.316860 = -4065291.431244
  nChanged 2
		SP:Iteration 100F (19733.840000 sec): 3 clusters
  Score: Raw -4068676.250440 + Penalty 3384.316860 = -4065291.933581
  nChanged 4
		SP:Iteration 101Q (19734.230000 sec): 3 clusters
  Score: Raw -4068677.496399 + Penalty 3384.316860 = -4065293.179539
  nChanged 3
		SP:Iteration 102Q (19734.550000 sec): 3 clusters
  Score: Raw -4068678.162271 + Penalty 3384.316860 = -4065293.845411
  nChanged 2
		SP:Iteration 103Q (19734.960000 sec): 3 clusters
  Score: Raw -4068678.667736 + Penalty 3384.316860 = -4065294.350876
  nChanged 2
		SP:Iteration 104Q (19735.320000 sec): 3 clusters
  Score: Raw -4068678.974868 + Penalty 3384.316860 = -4065294.658008
  nChanged 0
		SP:Iteration 105F (19735.700000 sec): 3 clusters
  Score: Raw -4068678.974868 + Penalty 3384.316860 = -4065294.658008
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 15 (1735 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (19735.780000 sec): 2 clusters
  Score: Raw -192960.844771 + Penalty 1212.048938 = -191748.795833
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (19735.970000 sec): 3 clusters
  Score: Raw -192311.264311 + Penalty 2424.097875 = -189887.166436
  nChanged 629
		SP:Iteration 1F (19736.090000 sec): 3 clusters
  Score: Raw -192811.928111 + Penalty 2424.097875 = -190387.830236
  nChanged 162
		SP:Iteration 2F (19736.300000 sec): 3 clusters
  Score: Raw -192998.446543 + Penalty 2424.097875 = -190574.348668
  nChanged 111
		SP:Iteration 3F (19736.430000 sec): 3 clusters
  Score: Raw -193138.666792 + Penalty 2424.097875 = -190714.568917
  nChanged 87
		SP:Iteration 4F (19736.580000 sec): 3 clusters
  Score: Raw -193248.944389 + Penalty 2424.097875 = -190824.846514
  nChanged 79
		SP:Iteration 5Q (19736.720000 sec): 3 clusters
  Score: Raw -193366.525057 + Penalty 2424.097875 = -190942.427182
  nChanged 79
		SP:Iteration 6Q (19736.910000 sec): 3 clusters
  Score: Raw -193485.623112 + Penalty 2424.097875 = -191061.525237
  nChanged 84
		SP:Iteration 7Q (19737.090000 sec): 3 clusters
  Score: Raw -193590.404966 + Penalty 2424.097875 = -191166.307091
  nChanged 63
		SP:Iteration 8Q (19737.270000 sec): 3 clusters
  Score: Raw -193695.208815 + Penalty 2424.097875 = -191271.110940
  nChanged 59
		SP:Iteration 9Q (19737.450000 sec): 3 clusters
  Score: Raw -193793.629399 + Penalty 2424.097875 = -191369.531524
  nChanged 44
		SP:Iteration 10Q (19737.590000 sec): 3 clusters
  Score: Raw -193848.209913 + Penalty 2424.097875 = -191424.112038
  nChanged 28
		SP:Iteration 11Q (19737.710000 sec): 3 clusters
  Score: Raw -193876.396739 + Penalty 2424.097875 = -191452.298864
  nChanged 19
		SP:Iteration 12Q (19737.850000 sec): 3 clusters
  Score: Raw -193887.534668 + Penalty 2424.097875 = -191463.436793
  nChanged 6
		SP:Iteration 13Q (19737.990000 sec): 3 clusters
  Score: Raw -193892.365172 + Penalty 2424.097875 = -191468.267297
  nChanged 4
		SP:Iteration 14Q (19738.180000 sec): 3 clusters
  Score: Raw -193893.652188 + Penalty 2424.097875 = -191469.554313
  nChanged 1
		SP:Iteration 15Q (19738.350000 sec): 3 clusters
  Score: Raw -193894.237079 + Penalty 2424.097875 = -191470.139204
  nChanged 0
		SP:Iteration 16F (19738.530000 sec): 3 clusters
  Score: Raw -193894.237079 + Penalty 2424.097875 = -191470.139204
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 16 (679 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (19738.610000 sec): 2 clusters
  Score: Raw -76836.097745 + Penalty 1059.600933 = -75776.496812
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (19738.730000 sec): 3 clusters
  Score: Raw -76744.585537 + Penalty 2119.201866 = -74625.383670
  nChanged 194
		SP:Iteration 1F (19738.880000 sec): 3 clusters
  Score: Raw -76985.965733 + Penalty 2119.201866 = -74866.763866
  nChanged 47
		SP:Iteration 2F (19739.010000 sec): 3 clusters
  Score: Raw -77067.538903 + Penalty 2119.201866 = -74948.337036
  nChanged 32
		SP:Iteration 3Q (19739.200000 sec): 3 clusters
  Score: Raw -77140.964129 + Penalty 2119.201866 = -75021.762263
  nChanged 33
		SP:Iteration 4Q (19739.380000 sec): 3 clusters
  Score: Raw -77232.811860 + Penalty 2119.201866 = -75113.609994
  nChanged 23
		SP:Iteration 5Q (19739.570000 sec): 3 clusters
  Score: Raw -77284.279861 + Penalty 2119.201866 = -75165.077994
  nChanged 17
		SP:Iteration 6Q (19739.700000 sec): 3 clusters
  Score: Raw -77316.878744 + Penalty 2119.201866 = -75197.676877
  nChanged 14
		SP:Iteration 7Q (19739.820000 sec): 3 clusters
  Score: Raw -77359.772074 + Penalty 2119.201866 = -75240.570208
  nChanged 9
		SP:Iteration 8Q (19740.000000 sec): 3 clusters
  Score: Raw -77382.685903 + Penalty 2119.201866 = -75263.484037
  nChanged 6
		SP:Iteration 9Q (19740.130000 sec): 3 clusters
  Score: Raw -77391.854172 + Penalty 2119.201866 = -75272.652305
  nChanged 3
		SP:Iteration 10Q (19740.260000 sec): 3 clusters
  Score: Raw -77395.680475 + Penalty 2119.201866 = -75276.478608
  nChanged 1
		SP:Iteration 11Q (19740.400000 sec): 3 clusters
  Score: Raw -77396.590220 + Penalty 2119.201866 = -75277.388354
  nChanged 1
		SP:Iteration 12Q (19740.520000 sec): 3 clusters
  Score: Raw -77397.105088 + Penalty 2119.201866 = -75277.903221
  nChanged 1
		SP:Iteration 13Q (19740.670000 sec): 3 clusters
  Score: Raw -77398.279011 + Penalty 2119.201866 = -75279.077145
  nChanged 0
		SP:Iteration 14F (19740.820000 sec): 3 clusters
  Score: Raw -77398.915068 + Penalty 2119.201866 = -75279.713202
  nChanged 1
		SP:Iteration 15Q (19740.930000 sec): 3 clusters
  Score: Raw -77409.660888 + Penalty 2119.201866 = -75290.459021
  nChanged 3
		SP:Iteration 16Q (19741.060000 sec): 3 clusters
  Score: Raw -77413.863048 + Penalty 2119.201866 = -75294.661182
  nChanged 2
		SP:Iteration 17Q (19741.170000 sec): 3 clusters
  Score: Raw -77415.283534 + Penalty 2119.201866 = -75296.081668
  nChanged 2
		SP:Iteration 18Q (19741.320000 sec): 3 clusters
  Score: Raw -77417.623766 + Penalty 2119.201866 = -75298.421899
  nChanged 2
		SP:Iteration 19Q (19741.460000 sec): 3 clusters
  Score: Raw -77418.937056 + Penalty 2119.201866 = -75299.735189
  nChanged 0
		SP:Iteration 20F (19741.610000 sec): 3 clusters
  Score: Raw -77418.937056 + Penalty 2119.201866 = -75299.735189
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 17 (332 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (19741.750000 sec): 2 clusters
  Score: Raw -23285.091021 + Penalty 943.334432 = -22341.756589
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (19741.860000 sec): 3 clusters
  Score: Raw -23379.825207 + Penalty 1886.668865 = -21493.156342
  nChanged 87
		SP:Iteration 1F (19742.020000 sec): 3 clusters
  Score: Raw -23645.859935 + Penalty 1886.668865 = -21759.191070
  nChanged 27
		SP:Iteration 2F (19742.190000 sec): 3 clusters
  Score: Raw -23792.283398 + Penalty 1886.668865 = -21905.614533
  nChanged 16
		SP:Iteration 3Q (19742.320000 sec): 3 clusters
  Score: Raw -23838.586070 + Penalty 1886.668865 = -21951.917205
  nChanged 7
		SP:Iteration 4Q (19742.510000 sec): 3 clusters
  Score: Raw -23854.658823 + Penalty 1886.668865 = -21967.989958
  nChanged 5
		SP:Iteration 5Q (19742.680000 sec): 3 clusters
  Score: Raw -23867.365457 + Penalty 1886.668865 = -21980.696592
  nChanged 3
		SP:Iteration 6Q (19742.830000 sec): 3 clusters
  Score: Raw -23888.580967 + Penalty 1886.668865 = -22001.912102
  nChanged 4
		SP:Iteration 7Q (19743.060000 sec): 3 clusters
  Score: Raw -23906.358981 + Penalty 1886.668865 = -22019.690116
  nChanged 3
		SP:Iteration 8Q (19743.280000 sec): 3 clusters
  Score: Raw -23932.509833 + Penalty 1886.668865 = -22045.840968
  nChanged 4
		SP:Iteration 9Q (19743.460000 sec): 3 clusters
  Score: Raw -23940.071130 + Penalty 1886.668865 = -22053.402265
  nChanged 3
		SP:Iteration 10Q (19743.650000 sec): 3 clusters
  Score: Raw -23955.064298 + Penalty 1886.668865 = -22068.395433
  nChanged 6
		SP:Iteration 11Q (19743.750000 sec): 3 clusters
  Score: Raw -23991.165775 + Penalty 1886.668865 = -22104.496910
  nChanged 3
		SP:Iteration 12Q (19743.880000 sec): 3 clusters
  Score: Raw -24011.745232 + Penalty 1886.668865 = -22125.076367
  nChanged 3
		SP:Iteration 13Q (19744.040000 sec): 3 clusters
  Score: Raw -24026.932990 + Penalty 1886.668865 = -22140.264125
  nChanged 4
		SP:Iteration 14Q (19744.170000 sec): 3 clusters
  Score: Raw -24043.844734 + Penalty 1886.668865 = -22157.175869
  nChanged 4
		SP:Iteration 15Q (19744.290000 sec): 3 clusters
  Score: Raw -24056.171785 + Penalty 1886.668865 = -22169.502920
  nChanged 2
		SP:Iteration 16Q (19744.400000 sec): 3 clusters
  Score: Raw -24060.976650 + Penalty 1886.668865 = -22174.307785
  nChanged 0
		SP:Iteration 17F (19744.600000 sec): 3 clusters
  Score: Raw -24060.976650 + Penalty 1886.668865 = -22174.307785
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 18 (2884 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (19744.690000 sec): 2 clusters
  Score: Raw -350533.369544 + Penalty 1294.626693 = -349238.742851
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (19744.920000 sec): 3 clusters
  Score: Raw -349183.485638 + Penalty 2589.253387 = -346594.232251
  nChanged 1106
		SP:Iteration 1F (19745.170000 sec): 3 clusters
  Score: Raw -349825.898064 + Penalty 2589.253387 = -347236.644677
  nChanged 189
		SP:Iteration 2F (19745.310000 sec): 3 clusters
  Score: Raw -349925.505625 + Penalty 2589.253387 = -347336.252238
  nChanged 105
		SP:Iteration 3Q (19745.500000 sec): 3 clusters
  Score: Raw -349985.693380 + Penalty 2589.253387 = -347396.439993
  nChanged 103
		SP:Iteration 4Q (19745.710000 sec): 3 clusters
  Score: Raw -350042.751551 + Penalty 2589.253387 = -347453.498164
  nChanged 89
		SP:Iteration 5Q (19745.870000 sec): 3 clusters
  Score: Raw -350084.365548 + Penalty 2589.253387 = -347495.112161
  nChanged 77
		SP:Iteration 6Q (19746.110000 sec): 3 clusters
  Score: Raw -350123.492352 + Penalty 2589.253387 = -347534.238965
  nChanged 54
		SP:Iteration 7Q (19746.280000 sec): 3 clusters
  Score: Raw -350151.503263 + Penalty 2589.253387 = -347562.249876
  nChanged 55
		SP:Iteration 8Q (19746.430000 sec): 3 clusters
  Score: Raw -350177.766741 + Penalty 2589.253387 = -347588.513354
  nChanged 53
		SP:Iteration 9Q (19746.640000 sec): 3 clusters
  Score: Raw -350202.966224 + Penalty 2589.253387 = -347613.712837
  nChanged 56
		SP:Iteration 10Q (19746.790000 sec): 3 clusters
  Score: Raw -350227.482931 + Penalty 2589.253387 = -347638.229544
  nChanged 53
		SP:Iteration 11Q (19747.020000 sec): 3 clusters
  Score: Raw -350248.648183 + Penalty 2589.253387 = -347659.394796
  nChanged 50
		SP:Iteration 12Q (19747.170000 sec): 3 clusters
  Score: Raw -350278.660883 + Penalty 2589.253387 = -347689.407496
  nChanged 61
		SP:Iteration 13Q (19747.340000 sec): 3 clusters
  Score: Raw -350317.322199 + Penalty 2589.253387 = -347728.068812
  nChanged 76
		SP:Iteration 14Q (19747.490000 sec): 3 clusters
  Score: Raw -350365.831882 + Penalty 2589.253387 = -347776.578495
  nChanged 62
		SP:Iteration 15Q (19747.680000 sec): 3 clusters
  Score: Raw -350404.635397 + Penalty 2589.253387 = -347815.382010
  nChanged 49
		SP:Iteration 16Q (19747.830000 sec): 3 clusters
  Score: Raw -350437.180790 + Penalty 2589.253387 = -347847.927403
  nChanged 73
		SP:Iteration 17Q (19748.000000 sec): 3 clusters
  Score: Raw -350496.528191 + Penalty 2589.253387 = -347907.274805
  nChanged 75
		SP:Iteration 18Q (19748.130000 sec): 3 clusters
  Score: Raw -350550.943835 + Penalty 2589.253387 = -347961.690448
  nChanged 69
		SP:Iteration 19Q (19748.270000 sec): 3 clusters
  Score: Raw -350612.470857 + Penalty 2589.253387 = -348023.217470
  nChanged 88
		SP:Iteration 20F (19748.400000 sec): 3 clusters
  Score: Raw -350708.583529 + Penalty 2589.253387 = -348119.330142
  nChanged 95
		SP:Iteration 21Q (19748.570000 sec): 3 clusters
  Score: Raw -350818.359930 + Penalty 2589.253387 = -348229.106543
  nChanged 89
		SP:Iteration 22Q (19748.750000 sec): 3 clusters
  Score: Raw -350921.241512 + Penalty 2589.253387 = -348331.988125
  nChanged 78
		SP:Iteration 23Q (19748.930000 sec): 3 clusters
  Score: Raw -351005.021396 + Penalty 2589.253387 = -348415.768009
  nChanged 68
		SP:Iteration 24Q (19749.110000 sec): 3 clusters
  Score: Raw -351076.931646 + Penalty 2589.253387 = -348487.678259
  nChanged 62
		SP:Iteration 25Q (19749.280000 sec): 3 clusters
  Score: Raw -351139.866139 + Penalty 2589.253387 = -348550.612752
  nChanged 54
		SP:Iteration 26Q (19749.390000 sec): 3 clusters
  Score: Raw -351187.162624 + Penalty 2589.253387 = -348597.909237
  nChanged 42
		SP:Iteration 27Q (19749.570000 sec): 3 clusters
  Score: Raw -351218.263832 + Penalty 2589.253387 = -348629.010445
  nChanged 46
		SP:Iteration 28Q (19749.760000 sec): 3 clusters
  Score: Raw -351257.595791 + Penalty 2589.253387 = -348668.342404
  nChanged 44
		SP:Iteration 29Q (19750.020000 sec): 3 clusters
  Score: Raw -351292.475486 + Penalty 2589.253387 = -348703.222099
  nChanged 35
		SP:Iteration 30Q (19750.170000 sec): 3 clusters
  Score: Raw -351319.860138 + Penalty 2589.253387 = -348730.606751
  nChanged 29
		SP:Iteration 31Q (19750.300000 sec): 3 clusters
  Score: Raw -351345.493680 + Penalty 2589.253387 = -348756.240293
  nChanged 35
		SP:Iteration 32Q (19750.430000 sec): 3 clusters
  Score: Raw -351375.115891 + Penalty 2589.253387 = -348785.862504
  nChanged 33
		SP:Iteration 33Q (19750.620000 sec): 3 clusters
  Score: Raw -351399.748611 + Penalty 2589.253387 = -348810.495224
  nChanged 29
		SP:Iteration 34Q (19750.810000 sec): 3 clusters
  Score: Raw -351420.878499 + Penalty 2589.253387 = -348831.625112
  nChanged 23
		SP:Iteration 35Q (19750.950000 sec): 3 clusters
  Score: Raw -351435.057305 + Penalty 2589.253387 = -348845.803918
  nChanged 16
		SP:Iteration 36Q (19751.080000 sec): 3 clusters
  Score: Raw -351442.972325 + Penalty 2589.253387 = -348853.718938
  nChanged 12
		SP:Iteration 37Q (19751.230000 sec): 3 clusters
  Score: Raw -351449.217108 + Penalty 2589.253387 = -348859.963721
  nChanged 12
		SP:Iteration 38Q (19751.370000 sec): 3 clusters
  Score: Raw -351456.795989 + Penalty 2589.253387 = -348867.542603
  nChanged 13
		SP:Iteration 39Q (19751.550000 sec): 3 clusters
  Score: Raw -351464.457163 + Penalty 2589.253387 = -348875.203776
  nChanged 14
		SP:Iteration 40F (19751.640000 sec): 3 clusters
  Score: Raw -351473.256874 + Penalty 2589.253387 = -348884.003487
  nChanged 13
		SP:Iteration 41Q (19751.810000 sec): 3 clusters
  Score: Raw -351479.791575 + Penalty 2589.253387 = -348890.538188
  nChanged 9
		SP:Iteration 42Q (19751.940000 sec): 3 clusters
  Score: Raw -351482.545389 + Penalty 2589.253387 = -348893.292002
  nChanged 2
		SP:Iteration 43Q (19752.070000 sec): 3 clusters
  Score: Raw -351484.785159 + Penalty 2589.253387 = -348895.531772
  nChanged 4
		SP:Iteration 44Q (19752.200000 sec): 3 clusters
  Score: Raw -351486.974488 + Penalty 2589.253387 = -348897.721101
  nChanged 4
		SP:Iteration 45Q (19752.380000 sec): 3 clusters
  Score: Raw -351488.861184 + Penalty 2589.253387 = -348899.607797
  nChanged 4
		SP:Iteration 46Q (19752.500000 sec): 3 clusters
  Score: Raw -351490.811282 + Penalty 2589.253387 = -348901.557895
  nChanged 2
		SP:Iteration 47Q (19752.700000 sec): 3 clusters
  Score: Raw -351491.459088 + Penalty 2589.253387 = -348902.205701
  nChanged 2
		SP:Iteration 48Q (19752.860000 sec): 3 clusters
  Score: Raw -351492.550944 + Penalty 2589.253387 = -348903.297557
  nChanged 2
		SP:Iteration 49Q (19753.000000 sec): 3 clusters
  Score: Raw -351493.147799 + Penalty 2589.253387 = -348903.894412
  nChanged 1
		SP:Iteration 50Q (19753.140000 sec): 3 clusters
  Score: Raw -351493.272215 + Penalty 2589.253387 = -348904.018828
  nChanged 1
		SP:Iteration 51Q (19753.330000 sec): 3 clusters
  Score: Raw -351493.496752 + Penalty 2589.253387 = -348904.243365
  nChanged 0
		SP:Iteration 52F (19753.490000 sec): 3 clusters
  Score: Raw -351493.496752 + Penalty 2589.253387 = -348904.243365
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 19 (1945 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (19753.590000 sec): 2 clusters
  Score: Raw -240185.552172 + Penalty 1230.615304 = -238954.936868
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (19753.770000 sec): 3 clusters
  Score: Raw -239339.928966 + Penalty 2461.230608 = -236878.698358
  nChanged 706
		SP:Iteration 1F (19753.910000 sec): 3 clusters
  Score: Raw -239777.368488 + Penalty 2461.230608 = -237316.137880
  nChanged 149
		SP:Iteration 2F (19754.050000 sec): 3 clusters
  Score: Raw -239878.729838 + Penalty 2461.230608 = -237417.499230
  nChanged 91
		SP:Iteration 3Q (19754.190000 sec): 3 clusters
  Score: Raw -239938.109517 + Penalty 2461.230608 = -237476.878909
  nChanged 70
		SP:Iteration 4Q (19754.330000 sec): 3 clusters
  Score: Raw -239980.257436 + Penalty 2461.230608 = -237519.026828
  nChanged 49
		SP:Iteration 5Q (19754.470000 sec): 3 clusters
  Score: Raw -240009.345550 + Penalty 2461.230608 = -237548.114942
  nChanged 39
		SP:Iteration 6Q (19754.610000 sec): 3 clusters
  Score: Raw -240028.430984 + Penalty 2461.230608 = -237567.200376
  nChanged 23
		SP:Iteration 7Q (19754.750000 sec): 3 clusters
  Score: Raw -240042.948742 + Penalty 2461.230608 = -237581.718134
  nChanged 23
		SP:Iteration 8Q (19754.900000 sec): 3 clusters
  Score: Raw -240054.504812 + Penalty 2461.230608 = -237593.274203
  nChanged 17
		SP:Iteration 9Q (19755.090000 sec): 3 clusters
  Score: Raw -240064.200902 + Penalty 2461.230608 = -237602.970294
  nChanged 14
		SP:Iteration 10Q (19755.220000 sec): 3 clusters
  Score: Raw -240071.366412 + Penalty 2461.230608 = -237610.135804
  nChanged 8
		SP:Iteration 11Q (19755.350000 sec): 3 clusters
  Score: Raw -240075.629095 + Penalty 2461.230608 = -237614.398487
  nChanged 10
		SP:Iteration 12Q (19755.520000 sec): 3 clusters
  Score: Raw -240079.889603 + Penalty 2461.230608 = -237618.658995
  nChanged 6
		SP:Iteration 13Q (19755.590000 sec): 3 clusters
  Score: Raw -240081.815938 + Penalty 2461.230608 = -237620.585330
  nChanged 3
		SP:Iteration 14Q (19755.730000 sec): 3 clusters
  Score: Raw -240082.370923 + Penalty 2461.230608 = -237621.140315
  nChanged 1
		SP:Iteration 15Q (19755.880000 sec): 3 clusters
  Score: Raw -240083.193236 + Penalty 2461.230608 = -237621.962627
  nChanged 4
		SP:Iteration 16Q (19756.100000 sec): 3 clusters
  Score: Raw -240085.014587 + Penalty 2461.230608 = -237623.783979
  nChanged 1
		SP:Iteration 17Q (19756.230000 sec): 3 clusters
  Score: Raw -240086.049751 + Penalty 2461.230608 = -237624.819143
  nChanged 2
		SP:Iteration 18Q (19756.350000 sec): 3 clusters
  Score: Raw -240087.061104 + Penalty 2461.230608 = -237625.830495
  nChanged 3
		SP:Iteration 19Q (19756.490000 sec): 3 clusters
  Score: Raw -240088.767919 + Penalty 2461.230608 = -237627.537311
  nChanged 2
		SP:Iteration 20F (19756.630000 sec): 3 clusters
  Score: Raw -240089.156770 + Penalty 2461.230608 = -237627.926162
  nChanged 2
		SP:Iteration 21Q (19756.810000 sec): 3 clusters
  Score: Raw -240090.333546 + Penalty 2461.230608 = -237629.102938
  nChanged 0
		SP:Iteration 22F (19756.960000 sec): 3 clusters
  Score: Raw -240090.333546 + Penalty 2461.230608 = -237629.102938
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 20 (190085 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (19758.120000 sec): 2 clusters
  Score: Raw -22879262.405553 + Penalty 1975.224326 = -22877287.181227
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (19759.710000 sec): 3 clusters
  Score: Raw -22753516.513312 + Penalty 3950.448651 = -22749566.064661
  nChanged 92214
		SP:Iteration 1F (19760.990000 sec): 3 clusters
  Score: Raw -22807604.863880 + Penalty 3950.448651 = -22803654.415228
  nChanged 5101
		SP:Iteration 2Q (19762.360000 sec): 3 clusters
  Score: Raw -22808653.296293 + Penalty 3950.448651 = -22804702.847642
  nChanged 5584
		SP:Iteration 3Q (19763.890000 sec): 3 clusters
  Score: Raw -22810003.848736 + Penalty 3950.448651 = -22806053.400085
  nChanged 6267
		SP:Iteration 4Q (19765.150000 sec): 3 clusters
  Score: Raw -22811821.282932 + Penalty 3950.448651 = -22807870.834280
  nChanged 7240
		SP:Iteration 5Q (19766.500000 sec): 3 clusters
  Score: Raw -22814251.593642 + Penalty 3950.448651 = -22810301.144990
  nChanged 8148
		SP:Iteration 6Q (19767.880000 sec): 3 clusters
  Score: Raw -22817447.113340 + Penalty 3950.448651 = -22813496.664689
  nChanged 9165
		SP:Iteration 7Q (19769.230000 sec): 3 clusters
  Score: Raw -22821722.568440 + Penalty 3950.448651 = -22817772.119789
  nChanged 10147
		SP:Iteration 8F (19770.410000 sec): 3 clusters
  Score: Raw -22827405.064389 + Penalty 3950.448651 = -22823454.615738
  nChanged 10818
		SP:Iteration 9F (19771.730000 sec): 3 clusters
  Score: Raw -22834341.021304 + Penalty 3950.448651 = -22830390.572653
  nChanged 10593
		SP:Iteration 10F (19772.900000 sec): 3 clusters
  Score: Raw -22841049.406615 + Penalty 3950.448651 = -22837098.957964
  nChanged 9181
		SP:Iteration 11Q (19774.350000 sec): 3 clusters
  Score: Raw -22845750.761641 + Penalty 3950.448651 = -22841800.312990
  nChanged 6523
		SP:Iteration 12Q (19775.800000 sec): 3 clusters
  Score: Raw -22847992.168814 + Penalty 3950.448651 = -22844041.720163
  nChanged 3994
		SP:Iteration 13Q (19777.180000 sec): 3 clusters
  Score: Raw -22848950.823299 + Penalty 3950.448651 = -22845000.374647
  nChanged 2631
		SP:Iteration 14Q (19778.560000 sec): 3 clusters
  Score: Raw -22849489.204574 + Penalty 3950.448651 = -22845538.755923
  nChanged 2211
		SP:Iteration 15Q (19779.890000 sec): 3 clusters
  Score: Raw -22849923.556411 + Penalty 3950.448651 = -22845973.107760
  nChanged 2230
		SP:Iteration 16Q (19781.290000 sec): 3 clusters
  Score: Raw -22850387.995554 + Penalty 3950.448651 = -22846437.546903
  nChanged 2446
		SP:Iteration 17Q (19782.720000 sec): 3 clusters
  Score: Raw -22850946.090978 + Penalty 3950.448651 = -22846995.642327
  nChanged 2721
		SP:Iteration 18Q (19784.070000 sec): 3 clusters
  Score: Raw -22851618.642264 + Penalty 3950.448651 = -22847668.193612
  nChanged 2923
		SP:Iteration 19Q (19785.400000 sec): 3 clusters
  Score: Raw -22852365.930126 + Penalty 3950.448651 = -22848415.481475
  nChanged 2983
		SP:Iteration 20F (19787.090000 sec): 3 clusters
  Score: Raw -22853154.885401 + Penalty 3950.448651 = -22849204.436749
  nChanged 3157
		SP:Iteration 21Q (19788.760000 sec): 3 clusters
  Score: Raw -22854050.169148 + Penalty 3950.448651 = -22850099.720497
  nChanged 3371
		SP:Iteration 22Q (19790.370000 sec): 3 clusters
  Score: Raw -22855058.921663 + Penalty 3950.448651 = -22851108.473012
  nChanged 3421
		SP:Iteration 23Q (19791.620000 sec): 3 clusters
  Score: Raw -22856135.615780 + Penalty 3950.448651 = -22852185.167128
  nChanged 3570
		SP:Iteration 24Q (19792.950000 sec): 3 clusters
  Score: Raw -22857357.950517 + Penalty 3950.448651 = -22853407.501866
  nChanged 3743
		SP:Iteration 25Q (19794.270000 sec): 3 clusters
  Score: Raw -22858737.942303 + Penalty 3950.448651 = -22854787.493652
  nChanged 3762
		SP:Iteration 26Q (19795.520000 sec): 3 clusters
  Score: Raw -22860192.011577 + Penalty 3950.448651 = -22856241.562925
  nChanged 3792
		SP:Iteration 27Q (19796.790000 sec): 3 clusters
  Score: Raw -22861792.096868 + Penalty 3950.448651 = -22857841.648216
  nChanged 3838
		SP:Iteration 28Q (19798.070000 sec): 3 clusters
  Score: Raw -22863569.669377 + Penalty 3950.448651 = -22859619.220725
  nChanged 3820
		SP:Iteration 29Q (19799.320000 sec): 3 clusters
  Score: Raw -22865498.229289 + Penalty 3950.448651 = -22861547.780637
  nChanged 3660
		SP:Iteration 30Q (19800.580000 sec): 3 clusters
  Score: Raw -22867500.870451 + Penalty 3950.448651 = -22863550.421800
  nChanged 3460
		SP:Iteration 31Q (19801.790000 sec): 3 clusters
  Score: Raw -22869512.950224 + Penalty 3950.448651 = -22865562.501573
  nChanged 3041
		SP:Iteration 32Q (19803.050000 sec): 3 clusters
  Score: Raw -22871318.179999 + Penalty 3950.448651 = -22867367.731348
  nChanged 2653
		SP:Iteration 33Q (19804.270000 sec): 3 clusters
  Score: Raw -22872968.568052 + Penalty 3950.448651 = -22869018.119401
  nChanged 2230
		SP:Iteration 34Q (19805.560000 sec): 3 clusters
  Score: Raw -22874397.586198 + Penalty 3950.448651 = -22870447.137547
  nChanged 1844
		SP:Iteration 35Q (19806.780000 sec): 3 clusters
  Score: Raw -22875590.642884 + Penalty 3950.448651 = -22871640.194233
  nChanged 1527
		SP:Iteration 36Q (19807.960000 sec): 3 clusters
  Score: Raw -22876562.868826 + Penalty 3950.448651 = -22872612.420175
  nChanged 1158
		SP:Iteration 37Q (19809.000000 sec): 3 clusters
  Score: Raw -22877272.497410 + Penalty 3950.448651 = -22873322.048759
  nChanged 903
		SP:Iteration 38Q (19810.200000 sec): 3 clusters
  Score: Raw -22877798.036161 + Penalty 3950.448651 = -22873847.587510
  nChanged 720
		SP:Iteration 39Q (19811.310000 sec): 3 clusters
  Score: Raw -22878183.366328 + Penalty 3950.448651 = -22874232.917677
  nChanged 573
		SP:Iteration 40F (19812.560000 sec): 3 clusters
  Score: Raw -22878514.538848 + Penalty 3950.448651 = -22874564.090196
  nChanged 511
		SP:Iteration 41Q (19813.690000 sec): 3 clusters
  Score: Raw -22878793.684366 + Penalty 3950.448651 = -22874843.235714
  nChanged 388
		SP:Iteration 42Q (19814.830000 sec): 3 clusters
  Score: Raw -22878986.430270 + Penalty 3950.448651 = -22875035.981619
  nChanged 307
		SP:Iteration 43Q (19816.240000 sec): 3 clusters
  Score: Raw -22879129.179689 + Penalty 3950.448651 = -22875178.731038
  nChanged 259
		SP:Iteration 44Q (19817.580000 sec): 3 clusters
  Score: Raw -22879243.742018 + Penalty 3950.448651 = -22875293.293367
  nChanged 226
		SP:Iteration 45Q (19819.000000 sec): 3 clusters
  Score: Raw -22879343.690776 + Penalty 3950.448651 = -22875393.242125
  nChanged 201
		SP:Iteration 46Q (19820.230000 sec): 3 clusters
  Score: Raw -22879432.629274 + Penalty 3950.448651 = -22875482.180623
  nChanged 170
		SP:Iteration 47Q (19821.340000 sec): 3 clusters
  Score: Raw -22879505.784488 + Penalty 3950.448651 = -22875555.335837
  nChanged 129
		SP:Iteration 48Q (19822.560000 sec): 3 clusters
  Score: Raw -22879561.544616 + Penalty 3950.448651 = -22875611.095964
  nChanged 114
		SP:Iteration 49Q (19823.640000 sec): 3 clusters
  Score: Raw -22879609.873605 + Penalty 3950.448651 = -22875659.424953
  nChanged 76
		SP:Iteration 50Q (19824.830000 sec): 3 clusters
  Score: Raw -22879638.702376 + Penalty 3950.448651 = -22875688.253724
  nChanged 72
		SP:Iteration 51Q (19825.800000 sec): 3 clusters
  Score: Raw -22879665.553704 + Penalty 3950.448651 = -22875715.105053
  nChanged 56
		SP:Iteration 52Q (19826.990000 sec): 3 clusters
  Score: Raw -22879685.001559 + Penalty 3950.448651 = -22875734.552908
  nChanged 53
		SP:Iteration 53Q (19828.210000 sec): 3 clusters
  Score: Raw -22879701.804204 + Penalty 3950.448651 = -22875751.355553
  nChanged 54
		SP:Iteration 54Q (19829.340000 sec): 3 clusters
  Score: Raw -22879723.427084 + Penalty 3950.448651 = -22875772.978433
  nChanged 39
		SP:Iteration 55Q (19830.490000 sec): 3 clusters
  Score: Raw -22879737.769986 + Penalty 3950.448651 = -22875787.321335
  nChanged 37
		SP:Iteration 56Q (19831.680000 sec): 3 clusters
  Score: Raw -22879750.297584 + Penalty 3950.448651 = -22875799.848933
  nChanged 29
		SP:Iteration 57Q (19832.860000 sec): 3 clusters
  Score: Raw -22879759.535044 + Penalty 3950.448651 = -22875809.086393
  nChanged 28
		SP:Iteration 58Q (19833.990000 sec): 3 clusters
  Score: Raw -22879768.466072 + Penalty 3950.448651 = -22875818.017421
  nChanged 18
		SP:Iteration 59Q (19835.080000 sec): 3 clusters
  Score: Raw -22879773.897632 + Penalty 3950.448651 = -22875823.448980
  nChanged 17
		SP:Iteration 60F (19836.320000 sec): 3 clusters
  Score: Raw -22879779.403760 + Penalty 3950.448651 = -22875828.955109
  nChanged 20
		SP:Iteration 61Q (19837.570000 sec): 3 clusters
  Score: Raw -22879783.582211 + Penalty 3950.448651 = -22875833.133559
  nChanged 8
		SP:Iteration 62Q (19838.850000 sec): 3 clusters
  Score: Raw -22879784.897727 + Penalty 3950.448651 = -22875834.449076
  nChanged 6
		SP:Iteration 63Q (19840.000000 sec): 3 clusters
  Score: Raw -22879785.857090 + Penalty 3950.448651 = -22875835.408439
  nChanged 5
		SP:Iteration 64Q (19841.140000 sec): 3 clusters
  Score: Raw -22879787.388603 + Penalty 3950.448651 = -22875836.939952
  nChanged 7
		SP:Iteration 65Q (19842.300000 sec): 3 clusters
  Score: Raw -22879789.899348 + Penalty 3950.448651 = -22875839.450696
  nChanged 7
		SP:Iteration 66Q (19843.520000 sec): 3 clusters
  Score: Raw -22879791.988875 + Penalty 3950.448651 = -22875841.540224
  nChanged 7
		SP:Iteration 67Q (19844.850000 sec): 3 clusters
  Score: Raw -22879793.507724 + Penalty 3950.448651 = -22875843.059073
  nChanged 6
		SP:Iteration 68Q (19846.120000 sec): 3 clusters
  Score: Raw -22879795.252189 + Penalty 3950.448651 = -22875844.803538
  nChanged 5
		SP:Iteration 69Q (19847.370000 sec): 3 clusters
  Score: Raw -22879796.393234 + Penalty 3950.448651 = -22875845.944583
  nChanged 3
		SP:Iteration 70Q (19848.370000 sec): 3 clusters
  Score: Raw -22879796.910406 + Penalty 3950.448651 = -22875846.461755
  nChanged 2
		SP:Iteration 71Q (19849.570000 sec): 3 clusters
  Score: Raw -22879797.225571 + Penalty 3950.448651 = -22875846.776920
  nChanged 1
		SP:Iteration 72Q (19850.740000 sec): 3 clusters
  Score: Raw -22879797.353974 + Penalty 3950.448651 = -22875846.905322
  nChanged 0
		SP:Iteration 73F (19851.900000 sec): 3 clusters
  Score: Raw -22879797.353974 + Penalty 3950.448651 = -22875846.905322
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 21 (270 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (19852.120000 sec): 2 clusters
  Score: Raw -12767.086516 + Penalty 909.743568 = -11857.342947
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (19852.290000 sec): 3 clusters
  Score: Raw -12897.114468 + Penalty 1819.487137 = -11077.627332
  nChanged 55
		SP:Iteration 1F (19852.520000 sec): 3 clusters
  Score: Raw -13154.623760 + Penalty 1819.487137 = -11335.136624
  nChanged 25
		SP:Iteration 2F (19852.680000 sec): 3 clusters
  Score: Raw -13418.204476 + Penalty 1819.487137 = -11598.717339
  nChanged 19
		SP:Iteration 3F (19852.880000 sec): 3 clusters
  Score: Raw -13627.676305 + Penalty 1819.487137 = -11808.189168
  nChanged 12
		SP:Iteration 4Q (19853.070000 sec): 3 clusters
  Score: Raw -13796.753543 + Penalty 1819.487137 = -11977.266406
  nChanged 4
		SP:Iteration 5Q (19853.260000 sec): 3 clusters
  Score: Raw -13872.906478 + Penalty 1819.487137 = -12053.419342
  nChanged 2
		SP:Iteration 6Q (19853.430000 sec): 3 clusters
  Score: Raw -13915.903296 + Penalty 1819.487137 = -12096.416159
  nChanged 3
		SP:Iteration 7Q (19853.580000 sec): 3 clusters
  Score: Raw -13996.482621 + Penalty 1819.487137 = -12176.995484
  nChanged 2
		SP:Iteration 8Q (19853.720000 sec): 3 clusters
  Score: Raw -14013.547932 + Penalty 1819.487137 = -12194.060796
  nChanged 1
		SP:Iteration 9Q (19853.850000 sec): 3 clusters
  Score: Raw -14016.255987 + Penalty 1819.487137 = -12196.768850
  nChanged 1
		SP:Iteration 10Q (19854.020000 sec): 3 clusters
  Score: Raw -14035.601507 + Penalty 1819.487137 = -12216.114370
  nChanged 0
		SP:Iteration 11F (19854.230000 sec): 3 clusters
  Score: Raw -14035.601507 + Penalty 1819.487137 = -12216.114370
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 65.
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 22 (16631 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (19854.370000 sec): 2 clusters
  Score: Raw -1949020.222772 + Penalty 1579.341352 = -1947440.881420
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (19854.670000 sec): 3 clusters
  Score: Raw -1939127.238293 + Penalty 3158.682703 = -1935968.555590
  nChanged 7477
		SP:Iteration 1F (19854.880000 sec): 3 clusters
  Score: Raw -1943299.273848 + Penalty 3158.682703 = -1940140.591145
  nChanged 976
		SP:Iteration 2F (19855.170000 sec): 3 clusters
  Score: Raw -1943781.036594 + Penalty 3158.682703 = -1940622.353891
  nChanged 963
		SP:Iteration 3F (19855.420000 sec): 3 clusters
  Score: Raw -1944329.472868 + Penalty 3158.682703 = -1941170.790164
  nChanged 980
		SP:Iteration 4F (19855.730000 sec): 3 clusters
  Score: Raw -1944992.959502 + Penalty 3158.682703 = -1941834.276798
  nChanged 1011
		SP:Iteration 5F (19856.040000 sec): 3 clusters
  Score: Raw -1945702.131181 + Penalty 3158.682703 = -1942543.448478
  nChanged 974
		SP:Iteration 6F (19856.330000 sec): 3 clusters
  Score: Raw -1946305.266630 + Penalty 3158.682703 = -1943146.583927
  nChanged 856
		SP:Iteration 7F (19856.600000 sec): 3 clusters
  Score: Raw -1946754.497358 + Penalty 3158.682703 = -1943595.814655
  nChanged 701
		SP:Iteration 8Q (19856.930000 sec): 3 clusters
  Score: Raw -1947085.352320 + Penalty 3158.682703 = -1943926.669617
  nChanged 586
		SP:Iteration 9Q (19857.170000 sec): 3 clusters
  Score: Raw -1947356.123249 + Penalty 3158.682703 = -1944197.440546
  nChanged 496
		SP:Iteration 10Q (19857.450000 sec): 3 clusters
  Score: Raw -1947577.874419 + Penalty 3158.682703 = -1944419.191716
  nChanged 424
		SP:Iteration 11Q (19857.780000 sec): 3 clusters
  Score: Raw -1947735.730247 + Penalty 3158.682703 = -1944577.047544
  nChanged 338
		SP:Iteration 12Q (19858.030000 sec): 3 clusters
  Score: Raw -1947847.444822 + Penalty 3158.682703 = -1944688.762118
  nChanged 311
		SP:Iteration 13Q (19858.290000 sec): 3 clusters
  Score: Raw -1947938.747341 + Penalty 3158.682703 = -1944780.064638
  nChanged 242
		SP:Iteration 14Q (19858.560000 sec): 3 clusters
  Score: Raw -1948012.042539 + Penalty 3158.682703 = -1944853.359836
  nChanged 246
		SP:Iteration 15Q (19858.780000 sec): 3 clusters
  Score: Raw -1948078.876371 + Penalty 3158.682703 = -1944920.193668
  nChanged 222
		SP:Iteration 16Q (19859.100000 sec): 3 clusters
  Score: Raw -1948127.166853 + Penalty 3158.682703 = -1944968.484150
  nChanged 162
		SP:Iteration 17Q (19859.420000 sec): 3 clusters
  Score: Raw -1948159.805023 + Penalty 3158.682703 = -1945001.122320
  nChanged 137
		SP:Iteration 18Q (19859.720000 sec): 3 clusters
  Score: Raw -1948181.752220 + Penalty 3158.682703 = -1945023.069517
  nChanged 114
		SP:Iteration 19Q (19860.020000 sec): 3 clusters
  Score: Raw -1948199.380735 + Penalty 3158.682703 = -1945040.698031
  nChanged 96
		SP:Iteration 20F (19860.280000 sec): 3 clusters
  Score: Raw -1948212.669824 + Penalty 3158.682703 = -1945053.987120
  nChanged 95
		SP:Iteration 21Q (19860.590000 sec): 3 clusters
  Score: Raw -1948224.666251 + Penalty 3158.682703 = -1945065.983547
  nChanged 67
		SP:Iteration 22Q (19860.800000 sec): 3 clusters
  Score: Raw -1948232.454363 + Penalty 3158.682703 = -1945073.771660
  nChanged 59
		SP:Iteration 23Q (19861.080000 sec): 3 clusters
  Score: Raw -1948238.681909 + Penalty 3158.682703 = -1945079.999206
  nChanged 41
		SP:Iteration 24Q (19861.410000 sec): 3 clusters
  Score: Raw -1948242.581083 + Penalty 3158.682703 = -1945083.898380
  nChanged 40
		SP:Iteration 25Q (19861.640000 sec): 3 clusters
  Score: Raw -1948246.267939 + Penalty 3158.682703 = -1945087.585235
  nChanged 25
		SP:Iteration 26Q (19861.900000 sec): 3 clusters
  Score: Raw -1948248.596961 + Penalty 3158.682703 = -1945089.914258
  nChanged 18
		SP:Iteration 27Q (19862.200000 sec): 3 clusters
  Score: Raw -1948249.676327 + Penalty 3158.682703 = -1945090.993624
  nChanged 21
		SP:Iteration 28Q (19862.430000 sec): 3 clusters
  Score: Raw -1948251.049986 + Penalty 3158.682703 = -1945092.367283
  nChanged 16
		SP:Iteration 29Q (19862.730000 sec): 3 clusters
  Score: Raw -1948252.598745 + Penalty 3158.682703 = -1945093.916042
  nChanged 23
		SP:Iteration 30Q (19863.010000 sec): 3 clusters
  Score: Raw -1948255.236644 + Penalty 3158.682703 = -1945096.553940
  nChanged 26
		SP:Iteration 31Q (19863.310000 sec): 3 clusters
  Score: Raw -1948258.374125 + Penalty 3158.682703 = -1945099.691422
  nChanged 37
		SP:Iteration 32Q (19863.620000 sec): 3 clusters
  Score: Raw -1948262.211524 + Penalty 3158.682703 = -1945103.528821
  nChanged 28
		SP:Iteration 33Q (19863.930000 sec): 3 clusters
  Score: Raw -1948264.243730 + Penalty 3158.682703 = -1945105.561026
  nChanged 23
		SP:Iteration 34Q (19864.250000 sec): 3 clusters
  Score: Raw -1948265.988653 + Penalty 3158.682703 = -1945107.305949
  nChanged 19
		SP:Iteration 35Q (19864.470000 sec): 3 clusters
  Score: Raw -1948267.390174 + Penalty 3158.682703 = -1945108.707470
  nChanged 19
		SP:Iteration 36Q (19864.760000 sec): 3 clusters
  Score: Raw -1948268.742153 + Penalty 3158.682703 = -1945110.059450
  nChanged 18
		SP:Iteration 37Q (19865.140000 sec): 3 clusters
  Score: Raw -1948270.285041 + Penalty 3158.682703 = -1945111.602338
  nChanged 23
		SP:Iteration 38Q (19865.440000 sec): 3 clusters
  Score: Raw -1948271.846179 + Penalty 3158.682703 = -1945113.163476
  nChanged 17
		SP:Iteration 39Q (19865.730000 sec): 3 clusters
  Score: Raw -1948272.857580 + Penalty 3158.682703 = -1945114.174876
  nChanged 16
		SP:Iteration 40F (19865.970000 sec): 3 clusters
  Score: Raw -1948274.397454 + Penalty 3158.682703 = -1945115.714751
  nChanged 18
		SP:Iteration 41Q (19866.290000 sec): 3 clusters
  Score: Raw -1948275.539776 + Penalty 3158.682703 = -1945116.857073
  nChanged 18
		SP:Iteration 42Q (19866.640000 sec): 3 clusters
  Score: Raw -1948276.741745 + Penalty 3158.682703 = -1945118.059042
  nChanged 17
		SP:Iteration 43Q (19866.880000 sec): 3 clusters
  Score: Raw -1948277.886445 + Penalty 3158.682703 = -1945119.203742
  nChanged 17
		SP:Iteration 44Q (19867.260000 sec): 3 clusters
  Score: Raw -1948279.175127 + Penalty 3158.682703 = -1945120.492424
  nChanged 17
		SP:Iteration 45Q (19867.530000 sec): 3 clusters
  Score: Raw -1948280.558607 + Penalty 3158.682703 = -1945121.875903
  nChanged 18
		SP:Iteration 46Q (19867.850000 sec): 3 clusters
  Score: Raw -1948282.298720 + Penalty 3158.682703 = -1945123.616016
  nChanged 28
		SP:Iteration 47Q (19868.100000 sec): 3 clusters
  Score: Raw -1948285.094642 + Penalty 3158.682703 = -1945126.411938
  nChanged 32
		SP:Iteration 48Q (19868.450000 sec): 3 clusters
  Score: Raw -1948288.384678 + Penalty 3158.682703 = -1945129.701974
  nChanged 34
		SP:Iteration 49Q (19868.800000 sec): 3 clusters
  Score: Raw -1948293.035771 + Penalty 3158.682703 = -1945134.353068
  nChanged 35
		SP:Iteration 50Q (19869.080000 sec): 3 clusters
  Score: Raw -1948298.625958 + Penalty 3158.682703 = -1945139.943255
  nChanged 44
		SP:Iteration 51Q (19869.340000 sec): 3 clusters
  Score: Raw -1948303.937543 + Penalty 3158.682703 = -1945145.254839
  nChanged 46
		SP:Iteration 52Q (19869.610000 sec): 3 clusters
  Score: Raw -1948309.587187 + Penalty 3158.682703 = -1945150.904483
  nChanged 43
		SP:Iteration 53Q (19869.890000 sec): 3 clusters
  Score: Raw -1948314.073427 + Penalty 3158.682703 = -1945155.390724
  nChanged 40
		SP:Iteration 54Q (19870.160000 sec): 3 clusters
  Score: Raw -1948318.454746 + Penalty 3158.682703 = -1945159.772042
  nChanged 42
		SP:Iteration 55Q (19870.470000 sec): 3 clusters
  Score: Raw -1948321.953531 + Penalty 3158.682703 = -1945163.270828
  nChanged 37
		SP:Iteration 56Q (19870.730000 sec): 3 clusters
  Score: Raw -1948325.427918 + Penalty 3158.682703 = -1945166.745215
  nChanged 39
		SP:Iteration 57Q (19871.040000 sec): 3 clusters
  Score: Raw -1948329.033685 + Penalty 3158.682703 = -1945170.350981
  nChanged 40
		SP:Iteration 58Q (19871.340000 sec): 3 clusters
  Score: Raw -1948333.522625 + Penalty 3158.682703 = -1945174.839922
  nChanged 50
		SP:Iteration 59Q (19871.640000 sec): 3 clusters
  Score: Raw -1948338.950875 + Penalty 3158.682703 = -1945180.268172
  nChanged 47
		SP:Iteration 60F (19871.880000 sec): 3 clusters
  Score: Raw -1948344.769885 + Penalty 3158.682703 = -1945186.087182
  nChanged 46
		SP:Iteration 61Q (19872.220000 sec): 3 clusters
  Score: Raw -1948351.165384 + Penalty 3158.682703 = -1945192.482680
  nChanged 54
		SP:Iteration 62Q (19872.520000 sec): 3 clusters
  Score: Raw -1948360.068901 + Penalty 3158.682703 = -1945201.386197
  nChanged 59
		SP:Iteration 63Q (19872.760000 sec): 3 clusters
  Score: Raw -1948367.704604 + Penalty 3158.682703 = -1945209.021901
  nChanged 54
		SP:Iteration 64Q (19873.080000 sec): 3 clusters
  Score: Raw -1948373.662596 + Penalty 3158.682703 = -1945214.979893
  nChanged 46
		SP:Iteration 65Q (19873.360000 sec): 3 clusters
  Score: Raw -1948379.283503 + Penalty 3158.682703 = -1945220.600799
  nChanged 45
		SP:Iteration 66Q (19873.660000 sec): 3 clusters
  Score: Raw -1948384.027157 + Penalty 3158.682703 = -1945225.344454
  nChanged 44
		SP:Iteration 67Q (19873.920000 sec): 3 clusters
  Score: Raw -1948388.746456 + Penalty 3158.682703 = -1945230.063753
  nChanged 47
		SP:Iteration 68Q (19874.200000 sec): 3 clusters
  Score: Raw -1948394.811212 + Penalty 3158.682703 = -1945236.128509
  nChanged 47
		SP:Iteration 69Q (19874.440000 sec): 3 clusters
  Score: Raw -1948400.728033 + Penalty 3158.682703 = -1945242.045330
  nChanged 52
		SP:Iteration 70Q (19874.710000 sec): 3 clusters
  Score: Raw -1948409.733927 + Penalty 3158.682703 = -1945251.051224
  nChanged 62
		SP:Iteration 71Q (19874.980000 sec): 3 clusters
  Score: Raw -1948418.138232 + Penalty 3158.682703 = -1945259.455529
  nChanged 55
		SP:Iteration 72Q (19875.330000 sec): 3 clusters
  Score: Raw -1948425.298521 + Penalty 3158.682703 = -1945266.615818
  nChanged 71
		SP:Iteration 73Q (19875.620000 sec): 3 clusters
  Score: Raw -1948436.780479 + Penalty 3158.682703 = -1945278.097776
  nChanged 81
		SP:Iteration 74Q (19875.850000 sec): 3 clusters
  Score: Raw -1948451.096696 + Penalty 3158.682703 = -1945292.413993
  nChanged 79
		SP:Iteration 75Q (19876.180000 sec): 3 clusters
  Score: Raw -1948466.012344 + Penalty 3158.682703 = -1945307.329641
  nChanged 81
		SP:Iteration 76Q (19876.470000 sec): 3 clusters
  Score: Raw -1948478.086917 + Penalty 3158.682703 = -1945319.404214
  nChanged 76
		SP:Iteration 77Q (19876.740000 sec): 3 clusters
  Score: Raw -1948490.128805 + Penalty 3158.682703 = -1945331.446101
  nChanged 76
		SP:Iteration 78Q (19877.040000 sec): 3 clusters
  Score: Raw -1948502.799509 + Penalty 3158.682703 = -1945344.116806
  nChanged 68
		SP:Iteration 79Q (19877.370000 sec): 3 clusters
  Score: Raw -1948517.866949 + Penalty 3158.682703 = -1945359.184246
  nChanged 87
		SP:Iteration 80F (19877.660000 sec): 3 clusters
  Score: Raw -1948536.618301 + Penalty 3158.682703 = -1945377.935598
  nChanged 84
		SP:Iteration 81Q (19877.940000 sec): 3 clusters
  Score: Raw -1948551.982860 + Penalty 3158.682703 = -1945393.300157
  nChanged 81
		SP:Iteration 82Q (19878.210000 sec): 3 clusters
  Score: Raw -1948567.657589 + Penalty 3158.682703 = -1945408.974885
  nChanged 83
		SP:Iteration 83Q (19878.480000 sec): 3 clusters
  Score: Raw -1948582.338253 + Penalty 3158.682703 = -1945423.655549
  nChanged 87
		SP:Iteration 84Q (19878.840000 sec): 3 clusters
  Score: Raw -1948597.937482 + Penalty 3158.682703 = -1945439.254778
  nChanged 84
		SP:Iteration 85Q (19879.090000 sec): 3 clusters
  Score: Raw -1948611.790192 + Penalty 3158.682703 = -1945453.107488
  nChanged 87
		SP:Iteration 86Q (19879.340000 sec): 3 clusters
  Score: Raw -1948628.776602 + Penalty 3158.682703 = -1945470.093898
  nChanged 80
		SP:Iteration 87Q (19879.630000 sec): 3 clusters
  Score: Raw -1948643.516128 + Penalty 3158.682703 = -1945484.833425
  nChanged 91
		SP:Iteration 88Q (19879.930000 sec): 3 clusters
  Score: Raw -1948660.074613 + Penalty 3158.682703 = -1945501.391909
  nChanged 93
		SP:Iteration 89Q (19880.230000 sec): 3 clusters
  Score: Raw -1948676.812866 + Penalty 3158.682703 = -1945518.130162
  nChanged 90
		SP:Iteration 90Q (19880.540000 sec): 3 clusters
  Score: Raw -1948690.315053 + Penalty 3158.682703 = -1945531.632349
  nChanged 92
		SP:Iteration 91Q (19880.820000 sec): 3 clusters
  Score: Raw -1948706.531485 + Penalty 3158.682703 = -1945547.848782
  nChanged 82
		SP:Iteration 92Q (19881.060000 sec): 3 clusters
  Score: Raw -1948718.106668 + Penalty 3158.682703 = -1945559.423965
  nChanged 68
		SP:Iteration 93Q (19881.340000 sec): 3 clusters
  Score: Raw -1948726.877340 + Penalty 3158.682703 = -1945568.194636
  nChanged 71
		SP:Iteration 94Q (19881.630000 sec): 3 clusters
  Score: Raw -1948736.209632 + Penalty 3158.682703 = -1945577.526928
  nChanged 67
		SP:Iteration 95Q (19881.910000 sec): 3 clusters
  Score: Raw -1948745.472890 + Penalty 3158.682703 = -1945586.790186
  nChanged 66
		SP:Iteration 96Q (19882.190000 sec): 3 clusters
  Score: Raw -1948754.788084 + Penalty 3158.682703 = -1945596.105381
  nChanged 68
		SP:Iteration 97Q (19882.470000 sec): 3 clusters
  Score: Raw -1948766.686421 + Penalty 3158.682703 = -1945608.003717
  nChanged 66
		SP:Iteration 98Q (19882.740000 sec): 3 clusters
  Score: Raw -1948778.390437 + Penalty 3158.682703 = -1945619.707734
  nChanged 71
		SP:Iteration 99Q (19883.010000 sec): 3 clusters
  Score: Raw -1948790.855521 + Penalty 3158.682703 = -1945632.172818
  nChanged 71
		SP:Iteration 100F (19883.290000 sec): 3 clusters
  Score: Raw -1948801.125565 + Penalty 3158.682703 = -1945642.442861
  nChanged 56
		SP:Iteration 101Q (19883.550000 sec): 3 clusters
  Score: Raw -1948808.659183 + Penalty 3158.682703 = -1945649.976480
  nChanged 65
		SP:Iteration 102Q (19883.830000 sec): 3 clusters
  Score: Raw -1948816.252490 + Penalty 3158.682703 = -1945657.569787
  nChanged 66
		SP:Iteration 103Q (19884.090000 sec): 3 clusters
  Score: Raw -1948825.643277 + Penalty 3158.682703 = -1945666.960574
  nChanged 66
		SP:Iteration 104Q (19884.370000 sec): 3 clusters
  Score: Raw -1948836.469385 + Penalty 3158.682703 = -1945677.786681
  nChanged 56
		SP:Iteration 105Q (19884.650000 sec): 3 clusters
  Score: Raw -1948845.866184 + Penalty 3158.682703 = -1945687.183481
  nChanged 62
		SP:Iteration 106Q (19884.920000 sec): 3 clusters
  Score: Raw -1948857.292069 + Penalty 3158.682703 = -1945698.609365
  nChanged 70
		SP:Iteration 107Q (19885.200000 sec): 3 clusters
  Score: Raw -1948869.264378 + Penalty 3158.682703 = -1945710.581675
  nChanged 70
		SP:Iteration 108Q (19885.480000 sec): 3 clusters
  Score: Raw -1948879.395722 + Penalty 3158.682703 = -1945720.713019
  nChanged 58
		SP:Iteration 109Q (19885.760000 sec): 3 clusters
  Score: Raw -1948887.617012 + Penalty 3158.682703 = -1945728.934309
  nChanged 63
		SP:Iteration 110Q (19886.060000 sec): 3 clusters
  Score: Raw -1948895.922581 + Penalty 3158.682703 = -1945737.239878
  nChanged 63
		SP:Iteration 111Q (19886.290000 sec): 3 clusters
  Score: Raw -1948905.514728 + Penalty 3158.682703 = -1945746.832024
  nChanged 64
		SP:Iteration 112Q (19886.650000 sec): 3 clusters
  Score: Raw -1948915.007084 + Penalty 3158.682703 = -1945756.324381
  nChanged 70
		SP:Iteration 113Q (19886.940000 sec): 3 clusters
  Score: Raw -1948925.808613 + Penalty 3158.682703 = -1945767.125910
  nChanged 67
		SP:Iteration 114Q (19887.210000 sec): 3 clusters
  Score: Raw -1948936.661426 + Penalty 3158.682703 = -1945777.978723
  nChanged 71
		SP:Iteration 115Q (19887.450000 sec): 3 clusters
  Score: Raw -1948949.041334 + Penalty 3158.682703 = -1945790.358631
  nChanged 67
		SP:Iteration 116Q (19887.710000 sec): 3 clusters
  Score: Raw -1948959.466549 + Penalty 3158.682703 = -1945800.783846
  nChanged 53
		SP:Iteration 117Q (19888.000000 sec): 3 clusters
  Score: Raw -1948967.944672 + Penalty 3158.682703 = -1945809.261969
  nChanged 64
		SP:Iteration 118Q (19888.270000 sec): 3 clusters
  Score: Raw -1948978.448937 + Penalty 3158.682703 = -1945819.766233
  nChanged 51
		SP:Iteration 119Q (19888.560000 sec): 3 clusters
  Score: Raw -1948984.955120 + Penalty 3158.682703 = -1945826.272417
  nChanged 51
		SP:Iteration 120F (19888.840000 sec): 3 clusters
  Score: Raw -1948992.535497 + Penalty 3158.682703 = -1945833.852794
  nChanged 49
		SP:Iteration 121Q (19889.160000 sec): 3 clusters
  Score: Raw -1948999.911222 + Penalty 3158.682703 = -1945841.228518
  nChanged 52
		SP:Iteration 122Q (19889.430000 sec): 3 clusters
  Score: Raw -1949007.993637 + Penalty 3158.682703 = -1945849.310934
  nChanged 55
		SP:Iteration 123Q (19889.740000 sec): 3 clusters
  Score: Raw -1949017.070953 + Penalty 3158.682703 = -1945858.388250
  nChanged 52
		SP:Iteration 124Q (19890.020000 sec): 3 clusters
  Score: Raw -1949026.026243 + Penalty 3158.682703 = -1945867.343540
  nChanged 63
		SP:Iteration 125Q (19890.310000 sec): 3 clusters
  Score: Raw -1949035.585502 + Penalty 3158.682703 = -1945876.902798
  nChanged 50
		SP:Iteration 126Q (19890.620000 sec): 3 clusters
  Score: Raw -1949041.712116 + Penalty 3158.682703 = -1945883.029413
  nChanged 49
		SP:Iteration 127Q (19890.870000 sec): 3 clusters
  Score: Raw -1949048.951190 + Penalty 3158.682703 = -1945890.268486
  nChanged 51
		SP:Iteration 128Q (19891.170000 sec): 3 clusters
  Score: Raw -1949056.318356 + Penalty 3158.682703 = -1945897.635652
  nChanged 70
		SP:Iteration 129Q (19891.410000 sec): 3 clusters
  Score: Raw -1949068.691044 + Penalty 3158.682703 = -1945910.008340
  nChanged 66
		SP:Iteration 130Q (19891.700000 sec): 3 clusters
  Score: Raw -1949078.765766 + Penalty 3158.682703 = -1945920.083062
  nChanged 63
		SP:Iteration 131Q (19891.940000 sec): 3 clusters
  Score: Raw -1949089.576753 + Penalty 3158.682703 = -1945930.894050
  nChanged 65
		SP:Iteration 132Q (19892.230000 sec): 3 clusters
  Score: Raw -1949100.275217 + Penalty 3158.682703 = -1945941.592514
  nChanged 69
		SP:Iteration 133Q (19892.490000 sec): 3 clusters
  Score: Raw -1949113.168693 + Penalty 3158.682703 = -1945954.485989
  nChanged 63
		SP:Iteration 134Q (19892.830000 sec): 3 clusters
  Score: Raw -1949124.464001 + Penalty 3158.682703 = -1945965.781297
  nChanged 58
		SP:Iteration 135Q (19893.110000 sec): 3 clusters
  Score: Raw -1949133.732229 + Penalty 3158.682703 = -1945975.049526
  nChanged 45
		SP:Iteration 136Q (19893.370000 sec): 3 clusters
  Score: Raw -1949141.431542 + Penalty 3158.682703 = -1945982.748839
  nChanged 50
		SP:Iteration 137Q (19893.650000 sec): 3 clusters
  Score: Raw -1949149.964332 + Penalty 3158.682703 = -1945991.281629
  nChanged 54
		SP:Iteration 138Q (19893.950000 sec): 3 clusters
  Score: Raw -1949159.166315 + Penalty 3158.682703 = -1946000.483612
  nChanged 59
		SP:Iteration 139Q (19894.150000 sec): 3 clusters
  Score: Raw -1949170.671160 + Penalty 3158.682703 = -1946011.988457
  nChanged 66
		SP:Iteration 140F (19894.450000 sec): 3 clusters
  Score: Raw -1949182.517528 + Penalty 3158.682703 = -1946023.834825
  nChanged 75
		SP:Iteration 141Q (19894.670000 sec): 3 clusters
  Score: Raw -1949197.107110 + Penalty 3158.682703 = -1946038.424407
  nChanged 67
		SP:Iteration 142Q (19894.970000 sec): 3 clusters
  Score: Raw -1949211.254448 + Penalty 3158.682703 = -1946052.571745
  nChanged 73
		SP:Iteration 143Q (19895.190000 sec): 3 clusters
  Score: Raw -1949226.068773 + Penalty 3158.682703 = -1946067.386069
  nChanged 69
		SP:Iteration 144Q (19895.480000 sec): 3 clusters
  Score: Raw -1949239.580051 + Penalty 3158.682703 = -1946080.897348
  nChanged 58
		SP:Iteration 145Q (19895.690000 sec): 3 clusters
  Score: Raw -1949252.518721 + Penalty 3158.682703 = -1946093.836018
  nChanged 67
		SP:Iteration 146Q (19895.950000 sec): 3 clusters
  Score: Raw -1949267.869449 + Penalty 3158.682703 = -1946109.186746
  nChanged 73
		SP:Iteration 147Q (19896.190000 sec): 3 clusters
  Score: Raw -1949286.052563 + Penalty 3158.682703 = -1946127.369859
  nChanged 73
		SP:Iteration 148Q (19896.490000 sec): 3 clusters
  Score: Raw -1949305.953192 + Penalty 3158.682703 = -1946147.270489
  nChanged 75
		SP:Iteration 149Q (19896.810000 sec): 3 clusters
  Score: Raw -1949321.881049 + Penalty 3158.682703 = -1946163.198345
  nChanged 81
		SP:Iteration 150Q (19897.090000 sec): 3 clusters
  Score: Raw -1949341.596705 + Penalty 3158.682703 = -1946182.914001
  nChanged 86
		SP:Iteration 151Q (19897.330000 sec): 3 clusters
  Score: Raw -1949364.219501 + Penalty 3158.682703 = -1946205.536798
  nChanged 91
		SP:Iteration 152Q (19897.640000 sec): 3 clusters
  Score: Raw -1949389.503064 + Penalty 3158.682703 = -1946230.820361
  nChanged 109
		SP:Iteration 153Q (19897.910000 sec): 3 clusters
  Score: Raw -1949427.005943 + Penalty 3158.682703 = -1946268.323240
  nChanged 114
		SP:Iteration 154Q (19898.190000 sec): 3 clusters
  Score: Raw -1949466.122547 + Penalty 3158.682703 = -1946307.439844
  nChanged 109
		SP:Iteration 155Q (19898.410000 sec): 3 clusters
  Score: Raw -1949502.305653 + Penalty 3158.682703 = -1946343.622950
  nChanged 90
		SP:Iteration 156Q (19898.710000 sec): 3 clusters
  Score: Raw -1949532.198667 + Penalty 3158.682703 = -1946373.515963
  nChanged 104
		SP:Iteration 157Q (19899.050000 sec): 3 clusters
  Score: Raw -1949570.815911 + Penalty 3158.682703 = -1946412.133208
  nChanged 105
		SP:Iteration 158Q (19899.310000 sec): 3 clusters
  Score: Raw -1949606.953624 + Penalty 3158.682703 = -1946448.270921
  nChanged 90
		SP:Iteration 159Q (19899.590000 sec): 3 clusters
  Score: Raw -1949634.322953 + Penalty 3158.682703 = -1946475.640249
  nChanged 94
		SP:Iteration 160F (19899.850000 sec): 3 clusters
  Score: Raw -1949666.400043 + Penalty 3158.682703 = -1946507.717340
  nChanged 84
		SP:Iteration 161Q (19900.110000 sec): 3 clusters
  Score: Raw -1949695.820350 + Penalty 3158.682703 = -1946537.137647
  nChanged 96
		SP:Iteration 162Q (19900.410000 sec): 3 clusters
  Score: Raw -1949733.171602 + Penalty 3158.682703 = -1946574.488899
  nChanged 78
		SP:Iteration 163Q (19900.750000 sec): 3 clusters
  Score: Raw -1949765.201151 + Penalty 3158.682703 = -1946606.518448
  nChanged 80
		SP:Iteration 164Q (19901.110000 sec): 3 clusters
  Score: Raw -1949794.311090 + Penalty 3158.682703 = -1946635.628387
  nChanged 66
		SP:Iteration 165Q (19901.410000 sec): 3 clusters
  Score: Raw -1949817.390528 + Penalty 3158.682703 = -1946658.707825
  nChanged 50
		SP:Iteration 166Q (19901.720000 sec): 3 clusters
  Score: Raw -1949836.775264 + Penalty 3158.682703 = -1946678.092561
  nChanged 48
		SP:Iteration 167Q (19901.960000 sec): 3 clusters
  Score: Raw -1949853.570542 + Penalty 3158.682703 = -1946694.887839
  nChanged 28
		SP:Iteration 168Q (19902.330000 sec): 3 clusters
  Score: Raw -1949861.368566 + Penalty 3158.682703 = -1946702.685863
  nChanged 28
		SP:Iteration 169Q (19902.580000 sec): 3 clusters
  Score: Raw -1949868.494303 + Penalty 3158.682703 = -1946709.811600
  nChanged 22
		SP:Iteration 170Q (19902.840000 sec): 3 clusters
  Score: Raw -1949875.624390 + Penalty 3158.682703 = -1946716.941687
  nChanged 24
		SP:Iteration 171Q (19903.090000 sec): 3 clusters
  Score: Raw -1949881.928717 + Penalty 3158.682703 = -1946723.246014
  nChanged 20
		SP:Iteration 172Q (19903.320000 sec): 3 clusters
  Score: Raw -1949886.317918 + Penalty 3158.682703 = -1946727.635215
  nChanged 17
		SP:Iteration 173Q (19903.660000 sec): 3 clusters
  Score: Raw -1949889.884108 + Penalty 3158.682703 = -1946731.201404
  nChanged 17
		SP:Iteration 174Q (19903.930000 sec): 3 clusters
  Score: Raw -1949893.910323 + Penalty 3158.682703 = -1946735.227619
  nChanged 23
		SP:Iteration 175Q (19904.150000 sec): 3 clusters
  Score: Raw -1949899.848347 + Penalty 3158.682703 = -1946741.165644
  nChanged 12
		SP:Iteration 176Q (19904.480000 sec): 3 clusters
  Score: Raw -1949903.084264 + Penalty 3158.682703 = -1946744.401560
  nChanged 10
		SP:Iteration 177Q (19904.770000 sec): 3 clusters
  Score: Raw -1949905.417713 + Penalty 3158.682703 = -1946746.735009
  nChanged 11
		SP:Iteration 178Q (19905.060000 sec): 3 clusters
  Score: Raw -1949908.904786 + Penalty 3158.682703 = -1946750.222083
  nChanged 13
		SP:Iteration 179Q (19905.360000 sec): 3 clusters
  Score: Raw -1949912.848342 + Penalty 3158.682703 = -1946754.165639
  nChanged 13
		SP:Iteration 180F (19905.620000 sec): 3 clusters
  Score: Raw -1949916.802843 + Penalty 3158.682703 = -1946758.120139
  nChanged 13
		SP:Iteration 181Q (19905.970000 sec): 3 clusters
  Score: Raw -1949920.558124 + Penalty 3158.682703 = -1946761.875420
  nChanged 18
		SP:Iteration 182Q (19906.260000 sec): 3 clusters
  Score: Raw -1949925.680660 + Penalty 3158.682703 = -1946766.997956
  nChanged 17
		SP:Iteration 183Q (19906.490000 sec): 3 clusters
  Score: Raw -1949931.012220 + Penalty 3158.682703 = -1946772.329517
  nChanged 21
		SP:Iteration 184Q (19906.830000 sec): 3 clusters
  Score: Raw -1949938.266392 + Penalty 3158.682703 = -1946779.583688
  nChanged 14
		SP:Iteration 185Q (19907.110000 sec): 3 clusters
  Score: Raw -1949942.679357 + Penalty 3158.682703 = -1946783.996653
  nChanged 13
		SP:Iteration 186Q (19907.350000 sec): 3 clusters
  Score: Raw -1949946.834642 + Penalty 3158.682703 = -1946788.151939
  nChanged 12
		SP:Iteration 187Q (19907.620000 sec): 3 clusters
  Score: Raw -1949950.294169 + Penalty 3158.682703 = -1946791.611465
  nChanged 10
		SP:Iteration 188Q (19907.890000 sec): 3 clusters
  Score: Raw -1949954.341611 + Penalty 3158.682703 = -1946795.658907
  nChanged 14
		SP:Iteration 189Q (19908.140000 sec): 3 clusters
  Score: Raw -1949960.932903 + Penalty 3158.682703 = -1946802.250200
  nChanged 19
		SP:Iteration 190Q (19908.400000 sec): 3 clusters
  Score: Raw -1949971.508803 + Penalty 3158.682703 = -1946812.826099
  nChanged 28
		SP:Iteration 191Q (19908.700000 sec): 3 clusters
  Score: Raw -1949985.245393 + Penalty 3158.682703 = -1946826.562689
  nChanged 33
		SP:Iteration 192Q (19908.880000 sec): 3 clusters
  Score: Raw -1950000.537289 + Penalty 3158.682703 = -1946841.854585
  nChanged 29
		SP:Iteration 193Q (19909.160000 sec): 3 clusters
  Score: Raw -1950013.892477 + Penalty 3158.682703 = -1946855.209773
  nChanged 23
		SP:Iteration 194Q (19909.500000 sec): 3 clusters
  Score: Raw -1950022.251914 + Penalty 3158.682703 = -1946863.569211
  nChanged 15
		SP:Iteration 195Q (19909.710000 sec): 3 clusters
  Score: Raw -1950027.505644 + Penalty 3158.682703 = -1946868.822940
  nChanged 14
		SP:Iteration 196Q (19909.970000 sec): 3 clusters
  Score: Raw -1950033.628032 + Penalty 3158.682703 = -1946874.945328
  nChanged 22
		SP:Iteration 197Q (19910.240000 sec): 3 clusters
  Score: Raw -1950041.301055 + Penalty 3158.682703 = -1946882.618352
  nChanged 28
		SP:Iteration 198Q (19910.530000 sec): 3 clusters
  Score: Raw -1950051.464934 + Penalty 3158.682703 = -1946892.782230
  nChanged 15
		SP:Iteration 199Q (19910.770000 sec): 3 clusters
  Score: Raw -1950058.105894 + Penalty 3158.682703 = -1946899.423190
  nChanged 15
		SP:Iteration 200F (19911.060000 sec): 3 clusters
  Score: Raw -1950064.380269 + Penalty 3158.682703 = -1946905.697566
  nChanged 17
		SP:Iteration 201Q (19911.350000 sec): 3 clusters
  Score: Raw -1950071.367416 + Penalty 3158.682703 = -1946912.684713
  nChanged 11
		SP:Iteration 202Q (19911.600000 sec): 3 clusters
  Score: Raw -1950076.835079 + Penalty 3158.682703 = -1946918.152375
  nChanged 17
		SP:Iteration 203Q (19911.900000 sec): 3 clusters
  Score: Raw -1950085.276315 + Penalty 3158.682703 = -1946926.593612
  nChanged 13
		SP:Iteration 204Q (19912.200000 sec): 3 clusters
  Score: Raw -1950090.144611 + Penalty 3158.682703 = -1946931.461908
  nChanged 12
		SP:Iteration 205Q (19912.490000 sec): 3 clusters
  Score: Raw -1950093.909962 + Penalty 3158.682703 = -1946935.227259
  nChanged 9
		SP:Iteration 206Q (19912.770000 sec): 3 clusters
  Score: Raw -1950096.957602 + Penalty 3158.682703 = -1946938.274899
  nChanged 7
		SP:Iteration 207Q (19913.090000 sec): 3 clusters
  Score: Raw -1950099.741623 + Penalty 3158.682703 = -1946941.058920
  nChanged 8
		SP:Iteration 208Q (19913.370000 sec): 3 clusters
  Score: Raw -1950104.788483 + Penalty 3158.682703 = -1946946.105780
  nChanged 10
		SP:Iteration 209Q (19913.590000 sec): 3 clusters
  Score: Raw -1950110.012006 + Penalty 3158.682703 = -1946951.329302
  nChanged 12
		SP:Iteration 210Q (19913.830000 sec): 3 clusters
  Score: Raw -1950120.363035 + Penalty 3158.682703 = -1946961.680331
  nChanged 23
		SP:Iteration 211Q (19914.110000 sec): 3 clusters
  Score: Raw -1950138.750178 + Penalty 3158.682703 = -1946980.067475
  nChanged 30
		SP:Iteration 212Q (19914.370000 sec): 3 clusters
  Score: Raw -1950174.581696 + Penalty 3158.682703 = -1947015.898993
  nChanged 37
		SP:Iteration 213Q (19914.630000 sec): 3 clusters
  Score: Raw -1950237.250272 + Penalty 3158.682703 = -1947078.567569
  nChanged 39
		SP:Iteration 214Q (19914.950000 sec): 3 clusters
  Score: Raw -1950312.776587 + Penalty 3158.682703 = -1947154.093884
  nChanged 30
		SP:Iteration 215Q (19915.230000 sec): 3 clusters
  Score: Raw -1950352.651604 + Penalty 3158.682703 = -1947193.968901
  nChanged 19
		SP:Iteration 216Q (19915.510000 sec): 3 clusters
  Score: Raw -1950380.532405 + Penalty 3158.682703 = -1947221.849702
  nChanged 19
		SP:Iteration 217Q (19915.780000 sec): 3 clusters
  Score: Raw -1950393.955672 + Penalty 3158.682703 = -1947235.272968
  nChanged 8
		SP:Iteration 218Q (19915.960000 sec): 3 clusters
  Score: Raw -1950398.975912 + Penalty 3158.682703 = -1947240.293209
  nChanged 11
		SP:Iteration 219Q (19916.190000 sec): 3 clusters
  Score: Raw -1950405.688237 + Penalty 3158.682703 = -1947247.005534
  nChanged 8
		SP:Iteration 220F (19916.500000 sec): 3 clusters
  Score: Raw -1950411.943745 + Penalty 3158.682703 = -1947253.261041
  nChanged 5
		SP:Iteration 221Q (19916.720000 sec): 3 clusters
  Score: Raw -1950415.016607 + Penalty 3158.682703 = -1947256.333904
  nChanged 7
		SP:Iteration 222Q (19917.020000 sec): 3 clusters
  Score: Raw -1950420.136110 + Penalty 3158.682703 = -1947261.453407
  nChanged 5
		SP:Iteration 223Q (19917.250000 sec): 3 clusters
  Score: Raw -1950423.373900 + Penalty 3158.682703 = -1947264.691197
  nChanged 2
		SP:Iteration 224Q (19917.460000 sec): 3 clusters
  Score: Raw -1950424.305697 + Penalty 3158.682703 = -1947265.622994
  nChanged 1
		SP:Iteration 225Q (19917.650000 sec): 3 clusters
  Score: Raw -1950424.485553 + Penalty 3158.682703 = -1947265.802850
  nChanged 0
		SP:Iteration 226F (19917.890000 sec): 3 clusters
  Score: Raw -1950424.485553 + Penalty 3158.682703 = -1947265.802850
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 23 (3950 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (19918.020000 sec): 2 clusters
  Score: Raw -485065.243026 + Penalty 1345.739014 = -483719.504012
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (19918.240000 sec): 3 clusters
  Score: Raw -483102.861287 + Penalty 2691.478029 = -480411.383258
  nChanged 1497
		SP:Iteration 1F (19918.330000 sec): 3 clusters
  Score: Raw -483913.143646 + Penalty 2691.478029 = -481221.665617
  nChanged 218
		SP:Iteration 2F (19918.540000 sec): 3 clusters
  Score: Raw -484011.094634 + Penalty 2691.478029 = -481319.616606
  nChanged 170
		SP:Iteration 3Q (19918.680000 sec): 3 clusters
  Score: Raw -484095.320833 + Penalty 2691.478029 = -481403.842804
  nChanged 143
		SP:Iteration 4Q (19918.870000 sec): 3 clusters
  Score: Raw -484163.395343 + Penalty 2691.478029 = -481471.917315
  nChanged 114
		SP:Iteration 5Q (19918.990000 sec): 3 clusters
  Score: Raw -484228.873397 + Penalty 2691.478029 = -481537.395368
  nChanged 128
		SP:Iteration 6Q (19919.130000 sec): 3 clusters
  Score: Raw -484301.818173 + Penalty 2691.478029 = -481610.340144
  nChanged 130
		SP:Iteration 7Q (19919.290000 sec): 3 clusters
  Score: Raw -484379.967722 + Penalty 2691.478029 = -481688.489693
  nChanged 130
		SP:Iteration 8Q (19919.550000 sec): 3 clusters
  Score: Raw -484462.863272 + Penalty 2691.478029 = -481771.385243
  nChanged 138
		SP:Iteration 9Q (19919.810000 sec): 3 clusters
  Score: Raw -484562.292810 + Penalty 2691.478029 = -481870.814781
  nChanged 142
		SP:Iteration 10Q (19919.970000 sec): 3 clusters
  Score: Raw -484664.842148 + Penalty 2691.478029 = -481973.364119
  nChanged 133
		SP:Iteration 11Q (19920.120000 sec): 3 clusters
  Score: Raw -484780.177753 + Penalty 2691.478029 = -482088.699724
  nChanged 154
		SP:Iteration 12Q (19920.320000 sec): 3 clusters
  Score: Raw -484907.242019 + Penalty 2691.478029 = -482215.763990
  nChanged 132
		SP:Iteration 13Q (19920.440000 sec): 3 clusters
  Score: Raw -485017.138224 + Penalty 2691.478029 = -482325.660196
  nChanged 108
		SP:Iteration 14Q (19920.580000 sec): 3 clusters
  Score: Raw -485107.810705 + Penalty 2691.478029 = -482416.332677
  nChanged 85
		SP:Iteration 15Q (19920.710000 sec): 3 clusters
  Score: Raw -485168.357467 + Penalty 2691.478029 = -482476.879438
  nChanged 48
		SP:Iteration 16Q (19920.860000 sec): 3 clusters
  Score: Raw -485210.721580 + Penalty 2691.478029 = -482519.243552
  nChanged 53
		SP:Iteration 17Q (19921.000000 sec): 3 clusters
  Score: Raw -485258.724333 + Penalty 2691.478029 = -482567.246304
  nChanged 46
		SP:Iteration 18Q (19921.140000 sec): 3 clusters
  Score: Raw -485287.570393 + Penalty 2691.478029 = -482596.092364
  nChanged 40
		SP:Iteration 19Q (19921.290000 sec): 3 clusters
  Score: Raw -485312.604898 + Penalty 2691.478029 = -482621.126870
  nChanged 30
		SP:Iteration 20F (19921.450000 sec): 3 clusters
  Score: Raw -485330.139868 + Penalty 2691.478029 = -482638.661840
  nChanged 25
		SP:Iteration 21Q (19921.610000 sec): 3 clusters
  Score: Raw -485340.896884 + Penalty 2691.478029 = -482649.418856
  nChanged 14
		SP:Iteration 22Q (19921.740000 sec): 3 clusters
  Score: Raw -485345.807387 + Penalty 2691.478029 = -482654.329358
  nChanged 7
		SP:Iteration 23Q (19921.950000 sec): 3 clusters
  Score: Raw -485348.605949 + Penalty 2691.478029 = -482657.127920
  nChanged 6
		SP:Iteration 24Q (19922.130000 sec): 3 clusters
  Score: Raw -485350.377031 + Penalty 2691.478029 = -482658.899002
  nChanged 4
		SP:Iteration 25Q (19922.230000 sec): 3 clusters
  Score: Raw -485352.736862 + Penalty 2691.478029 = -482661.258834
  nChanged 5
		SP:Iteration 26Q (19922.410000 sec): 3 clusters
  Score: Raw -485353.602668 + Penalty 2691.478029 = -482662.124640
  nChanged 1
		SP:Iteration 27Q (19922.570000 sec): 3 clusters
  Score: Raw -485353.994127 + Penalty 2691.478029 = -482662.516098
  nChanged 3
		SP:Iteration 28Q (19922.740000 sec): 3 clusters
  Score: Raw -485355.423890 + Penalty 2691.478029 = -482663.945861
  nChanged 1
		SP:Iteration 29Q (19922.900000 sec): 3 clusters
  Score: Raw -485355.569749 + Penalty 2691.478029 = -482664.091720
  nChanged 0
		SP:Iteration 30F (19923.060000 sec): 3 clusters
  Score: Raw -485355.569749 + Penalty 2691.478029 = -482664.091720
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 24 (2428 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (19923.120000 sec): 2 clusters
  Score: Raw -298582.178873 + Penalty 1266.658762 = -297315.520111
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (19923.290000 sec): 3 clusters
  Score: Raw -297499.853578 + Penalty 2533.317524 = -294966.536053
  nChanged 894
		SP:Iteration 1F (19923.450000 sec): 3 clusters
  Score: Raw -298044.850672 + Penalty 2533.317524 = -295511.533147
  nChanged 173
		SP:Iteration 2F (19923.610000 sec): 3 clusters
  Score: Raw -298143.075027 + Penalty 2533.317524 = -295609.757503
  nChanged 96
		SP:Iteration 3Q (19923.780000 sec): 3 clusters
  Score: Raw -298197.998653 + Penalty 2533.317524 = -295664.681128
  nChanged 82
		SP:Iteration 4Q (19923.940000 sec): 3 clusters
  Score: Raw -298251.119455 + Penalty 2533.317524 = -295717.801930
  nChanged 69
		SP:Iteration 5Q (19924.100000 sec): 3 clusters
  Score: Raw -298288.295903 + Penalty 2533.317524 = -295754.978379
  nChanged 55
		SP:Iteration 6Q (19924.270000 sec): 3 clusters
  Score: Raw -298317.170219 + Penalty 2533.317524 = -295783.852695
  nChanged 40
		SP:Iteration 7Q (19924.430000 sec): 3 clusters
  Score: Raw -298339.540546 + Penalty 2533.317524 = -295806.223022
  nChanged 43
		SP:Iteration 8Q (19924.590000 sec): 3 clusters
  Score: Raw -298360.641104 + Penalty 2533.317524 = -295827.323580
  nChanged 34
		SP:Iteration 9Q (19924.740000 sec): 3 clusters
  Score: Raw -298383.426389 + Penalty 2533.317524 = -295850.108865
  nChanged 38
		SP:Iteration 10Q (19924.900000 sec): 3 clusters
  Score: Raw -298408.055513 + Penalty 2533.317524 = -295874.737988
  nChanged 32
		SP:Iteration 11Q (19925.060000 sec): 3 clusters
  Score: Raw -298425.690149 + Penalty 2533.317524 = -295892.372624
  nChanged 29
		SP:Iteration 12Q (19925.220000 sec): 3 clusters
  Score: Raw -298442.495471 + Penalty 2533.317524 = -295909.177946
  nChanged 26
		SP:Iteration 13Q (19925.380000 sec): 3 clusters
  Score: Raw -298458.097877 + Penalty 2533.317524 = -295924.780352
  nChanged 31
		SP:Iteration 14Q (19925.540000 sec): 3 clusters
  Score: Raw -298475.125038 + Penalty 2533.317524 = -295941.807513
  nChanged 32
		SP:Iteration 15Q (19925.700000 sec): 3 clusters
  Score: Raw -298493.786549 + Penalty 2533.317524 = -295960.469025
  nChanged 38
		SP:Iteration 16Q (19925.860000 sec): 3 clusters
  Score: Raw -298516.908403 + Penalty 2533.317524 = -295983.590878
  nChanged 37
		SP:Iteration 17Q (19926.020000 sec): 3 clusters
  Score: Raw -298537.378391 + Penalty 2533.317524 = -296004.060866
  nChanged 42
		SP:Iteration 18Q (19926.180000 sec): 3 clusters
  Score: Raw -298565.620621 + Penalty 2533.317524 = -296032.303097
  nChanged 33
		SP:Iteration 19Q (19926.340000 sec): 3 clusters
  Score: Raw -298586.772426 + Penalty 2533.317524 = -296053.454901
  nChanged 36
		SP:Iteration 20F (19926.500000 sec): 3 clusters
  Score: Raw -298606.277505 + Penalty 2533.317524 = -296072.959980
  nChanged 31
		SP:Iteration 21Q (19926.660000 sec): 3 clusters
  Score: Raw -298625.811515 + Penalty 2533.317524 = -296092.493990
  nChanged 32
		SP:Iteration 22Q (19926.820000 sec): 3 clusters
  Score: Raw -298647.385541 + Penalty 2533.317524 = -296114.068017
  nChanged 31
		SP:Iteration 23Q (19926.980000 sec): 3 clusters
  Score: Raw -298673.083763 + Penalty 2533.317524 = -296139.766239
  nChanged 46
		SP:Iteration 24Q (19927.140000 sec): 3 clusters
  Score: Raw -298705.739244 + Penalty 2533.317524 = -296172.421720
  nChanged 46
		SP:Iteration 25Q (19927.300000 sec): 3 clusters
  Score: Raw -298740.649495 + Penalty 2533.317524 = -296207.331970
  nChanged 47
		SP:Iteration 26Q (19927.460000 sec): 3 clusters
  Score: Raw -298768.378880 + Penalty 2533.317524 = -296235.061356
  nChanged 38
		SP:Iteration 27Q (19927.620000 sec): 3 clusters
  Score: Raw -298799.025619 + Penalty 2533.317524 = -296265.708094
  nChanged 39
		SP:Iteration 28Q (19927.780000 sec): 3 clusters
  Score: Raw -298830.346985 + Penalty 2533.317524 = -296297.029460
  nChanged 45
		SP:Iteration 29Q (19927.940000 sec): 3 clusters
  Score: Raw -298855.553973 + Penalty 2533.317524 = -296322.236448
  nChanged 25
		SP:Iteration 30Q (19928.100000 sec): 3 clusters
  Score: Raw -298870.128562 + Penalty 2533.317524 = -296336.811037
  nChanged 23
		SP:Iteration 31Q (19928.260000 sec): 3 clusters
  Score: Raw -298880.675751 + Penalty 2533.317524 = -296347.358227
  nChanged 14
		SP:Iteration 32Q (19928.420000 sec): 3 clusters
  Score: Raw -298887.593681 + Penalty 2533.317524 = -296354.276156
  nChanged 15
		SP:Iteration 33Q (19928.580000 sec): 3 clusters
  Score: Raw -298895.390667 + Penalty 2533.317524 = -296362.073143
  nChanged 19
		SP:Iteration 34Q (19928.740000 sec): 3 clusters
  Score: Raw -298904.670775 + Penalty 2533.317524 = -296371.353250
  nChanged 22
		SP:Iteration 35Q (19928.900000 sec): 3 clusters
  Score: Raw -298913.197034 + Penalty 2533.317524 = -296379.879509
  nChanged 16
		SP:Iteration 36Q (19929.060000 sec): 3 clusters
  Score: Raw -298920.479726 + Penalty 2533.317524 = -296387.162202
  nChanged 16
		SP:Iteration 37Q (19929.220000 sec): 3 clusters
  Score: Raw -298928.399441 + Penalty 2533.317524 = -296395.081916
  nChanged 12
		SP:Iteration 38Q (19929.380000 sec): 3 clusters
  Score: Raw -298932.176813 + Penalty 2533.317524 = -296398.859288
  nChanged 7
		SP:Iteration 39Q (19929.540000 sec): 3 clusters
  Score: Raw -298934.333637 + Penalty 2533.317524 = -296401.016112
  nChanged 4
		SP:Iteration 40F (19929.700000 sec): 3 clusters
  Score: Raw -298935.829302 + Penalty 2533.317524 = -296402.511777
  nChanged 4
		SP:Iteration 41Q (19929.860000 sec): 3 clusters
  Score: Raw -298937.641221 + Penalty 2533.317524 = -296404.323697
  nChanged 4
		SP:Iteration 42Q (19930.020000 sec): 3 clusters
  Score: Raw -298939.341018 + Penalty 2533.317524 = -296406.023494
  nChanged 5
		SP:Iteration 43Q (19930.180000 sec): 3 clusters
  Score: Raw -298940.811597 + Penalty 2533.317524 = -296407.494073
  nChanged 6
		SP:Iteration 44Q (19930.340000 sec): 3 clusters
  Score: Raw -298942.884389 + Penalty 2533.317524 = -296409.566865
  nChanged 4
		SP:Iteration 45Q (19930.500000 sec): 3 clusters
  Score: Raw -298943.933736 + Penalty 2533.317524 = -296410.616211
  nChanged 2
		SP:Iteration 46Q (19930.660000 sec): 3 clusters
  Score: Raw -298944.987579 + Penalty 2533.317524 = -296411.670055
  nChanged 1
		SP:Iteration 47Q (19930.820000 sec): 3 clusters
  Score: Raw -298945.344761 + Penalty 2533.317524 = -296412.027237
  nChanged 0
		SP:Iteration 48F (19930.980000 sec): 3 clusters
  Score: Raw -298945.344761 + Penalty 2533.317524 = -296412.027237
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 25 (487 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (19931.060000 sec): 2 clusters
  Score: Raw -54390.799135 + Penalty 1005.592920 = -53385.206215
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (19931.260000 sec): 3 clusters
  Score: Raw -54359.184497 + Penalty 2011.185840 = -52347.998657
  nChanged 115
		SP:Iteration 1F (19931.440000 sec): 3 clusters
  Score: Raw -54541.346593 + Penalty 2011.185840 = -52530.160753
  nChanged 34
		SP:Iteration 2F (19931.610000 sec): 3 clusters
  Score: Raw -54657.564910 + Penalty 2011.185840 = -52646.379070
  nChanged 37
		SP:Iteration 3F (19931.830000 sec): 3 clusters
  Score: Raw -54745.042326 + Penalty 2011.185840 = -52733.856486
  nChanged 26
		SP:Iteration 4F (19931.960000 sec): 3 clusters
  Score: Raw -54790.655333 + Penalty 2011.185840 = -52779.469493
  nChanged 17
		SP:Iteration 5Q (19932.140000 sec): 3 clusters
  Score: Raw -54819.081634 + Penalty 2011.185840 = -52807.895794
  nChanged 9
		SP:Iteration 6Q (19932.260000 sec): 3 clusters
  Score: Raw -54834.222672 + Penalty 2011.185840 = -52823.036832
  nChanged 6
		SP:Iteration 7Q (19932.390000 sec): 3 clusters
  Score: Raw -54847.882176 + Penalty 2011.185840 = -52836.696336
  nChanged 1
		SP:Iteration 8Q (19932.530000 sec): 3 clusters
  Score: Raw -54850.955336 + Penalty 2011.185840 = -52839.769496
  nChanged 3
		SP:Iteration 9Q (19932.660000 sec): 3 clusters
  Score: Raw -54869.714170 + Penalty 2011.185840 = -52858.528330
  nChanged 1
		SP:Iteration 10Q (19932.810000 sec): 3 clusters
  Score: Raw -54870.788814 + Penalty 2011.185840 = -52859.602974
  nChanged 0
		SP:Iteration 11F (19933.000000 sec): 3 clusters
  Score: Raw -54870.788814 + Penalty 2011.185840 = -52859.602974
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 26 (509 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (19933.080000 sec): 2 clusters
  Score: Raw -62212.738434 + Penalty 1012.772803 = -61199.965632
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (19933.180000 sec): 3 clusters
  Score: Raw -62119.127836 + Penalty 2025.545605 = -60093.582230
  nChanged 102
		SP:Iteration 1F (19933.380000 sec): 3 clusters
  Score: Raw -62255.960336 + Penalty 2025.545605 = -60230.414731
  nChanged 27
		SP:Iteration 2F (19933.560000 sec): 3 clusters
  Score: Raw -62303.490003 + Penalty 2025.545605 = -60277.944398
  nChanged 15
		SP:Iteration 3Q (19933.720000 sec): 3 clusters
  Score: Raw -62321.695209 + Penalty 2025.545605 = -60296.149603
  nChanged 7
		SP:Iteration 4Q (19933.910000 sec): 3 clusters
  Score: Raw -62334.314079 + Penalty 2025.545605 = -60308.768473
  nChanged 2
		SP:Iteration 5Q (19934.060000 sec): 3 clusters
  Score: Raw -62336.926470 + Penalty 2025.545605 = -60311.380865
  nChanged 1
		SP:Iteration 6Q (19934.250000 sec): 3 clusters
  Score: Raw -62338.007092 + Penalty 2025.545605 = -60312.461486
  nChanged 1
		SP:Iteration 7Q (19934.410000 sec): 3 clusters
  Score: Raw -62338.268095 + Penalty 2025.545605 = -60312.722490
  nChanged 1
		SP:Iteration 8Q (19934.530000 sec): 3 clusters
  Score: Raw -62339.606692 + Penalty 2025.545605 = -60314.061087
  nChanged 1
		SP:Iteration 9Q (19934.660000 sec): 3 clusters
  Score: Raw -62340.164487 + Penalty 2025.545605 = -60314.618882
  nChanged 1
		SP:Iteration 10Q (19934.800000 sec): 3 clusters
  Score: Raw -62340.706375 + Penalty 2025.545605 = -60315.160769
  nChanged 1
		SP:Iteration 11Q (19934.900000 sec): 3 clusters
  Score: Raw -62342.464327 + Penalty 2025.545605 = -60316.918721
  nChanged 1
		SP:Iteration 12Q (19935.090000 sec): 3 clusters
  Score: Raw -62343.663972 + Penalty 2025.545605 = -60318.118367
  nChanged 0
		SP:Iteration 13F (19935.220000 sec): 3 clusters
  Score: Raw -62343.663972 + Penalty 2025.545605 = -60318.118367
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 27 (4158 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (19935.330000 sec): 2 clusters
  Score: Raw -502273.550014 + Penalty 1354.078289 = -500919.471726
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (19935.590000 sec): 3 clusters
  Score: Raw -500182.061682 + Penalty 2708.156577 = -497473.905105
  nChanged 1637
		SP:Iteration 1F (19935.750000 sec): 3 clusters
  Score: Raw -501080.646124 + Penalty 2708.156577 = -498372.489547
  nChanged 320
		SP:Iteration 2F (19935.960000 sec): 3 clusters
  Score: Raw -501248.951775 + Penalty 2708.156577 = -498540.795198
  nChanged 207
		SP:Iteration 3Q (19936.150000 sec): 3 clusters
  Score: Raw -501356.200436 + Penalty 2708.156577 = -498648.043859
  nChanged 157
		SP:Iteration 4Q (19936.250000 sec): 3 clusters
  Score: Raw -501423.427645 + Penalty 2708.156577 = -498715.271068
  nChanged 119
		SP:Iteration 5Q (19936.400000 sec): 3 clusters
  Score: Raw -501475.651671 + Penalty 2708.156577 = -498767.495094
  nChanged 108
		SP:Iteration 6Q (19936.590000 sec): 3 clusters
  Score: Raw -501527.461302 + Penalty 2708.156577 = -498819.304725
  nChanged 98
		SP:Iteration 7Q (19936.840000 sec): 3 clusters
  Score: Raw -501568.419086 + Penalty 2708.156577 = -498860.262509
  nChanged 87
		SP:Iteration 8Q (19937.030000 sec): 3 clusters
  Score: Raw -501606.770630 + Penalty 2708.156577 = -498898.614052
  nChanged 92
		SP:Iteration 9Q (19937.240000 sec): 3 clusters
  Score: Raw -501642.751205 + Penalty 2708.156577 = -498934.594628
  nChanged 55
		SP:Iteration 10Q (19937.400000 sec): 3 clusters
  Score: Raw -501663.506596 + Penalty 2708.156577 = -498955.350019
  nChanged 58
		SP:Iteration 11Q (19937.650000 sec): 3 clusters
  Score: Raw -501682.756508 + Penalty 2708.156577 = -498974.599930
  nChanged 48
		SP:Iteration 12Q (19937.740000 sec): 3 clusters
  Score: Raw -501700.035303 + Penalty 2708.156577 = -498991.878725
  nChanged 37
		SP:Iteration 13Q (19937.930000 sec): 3 clusters
  Score: Raw -501714.589431 + Penalty 2708.156577 = -499006.432854
  nChanged 42
		SP:Iteration 14Q (19938.060000 sec): 3 clusters
  Score: Raw -501728.139213 + Penalty 2708.156577 = -499019.982635
  nChanged 43
		SP:Iteration 15Q (19938.200000 sec): 3 clusters
  Score: Raw -501741.227915 + Penalty 2708.156577 = -499033.071338
  nChanged 39
		SP:Iteration 16Q (19938.380000 sec): 3 clusters
  Score: Raw -501757.526062 + Penalty 2708.156577 = -499049.369484
  nChanged 36
		SP:Iteration 17Q (19938.500000 sec): 3 clusters
  Score: Raw -501770.596429 + Penalty 2708.156577 = -499062.439852
  nChanged 30
		SP:Iteration 18Q (19938.670000 sec): 3 clusters
  Score: Raw -501781.894353 + Penalty 2708.156577 = -499073.737776
  nChanged 32
		SP:Iteration 19Q (19938.860000 sec): 3 clusters
  Score: Raw -501792.325194 + Penalty 2708.156577 = -499084.168617
  nChanged 30
		SP:Iteration 20F (19939.020000 sec): 3 clusters
  Score: Raw -501802.113700 + Penalty 2708.156577 = -499093.957123
  nChanged 28
		SP:Iteration 21Q (19939.180000 sec): 3 clusters
  Score: Raw -501812.864551 + Penalty 2708.156577 = -499104.707974
  nChanged 42
		SP:Iteration 22Q (19939.360000 sec): 3 clusters
  Score: Raw -501825.989891 + Penalty 2708.156577 = -499117.833314
  nChanged 41
		SP:Iteration 23Q (19939.520000 sec): 3 clusters
  Score: Raw -501840.140415 + Penalty 2708.156577 = -499131.983838
  nChanged 38
		SP:Iteration 24Q (19939.680000 sec): 3 clusters
  Score: Raw -501853.666751 + Penalty 2708.156577 = -499145.510174
  nChanged 43
		SP:Iteration 25Q (19939.830000 sec): 3 clusters
  Score: Raw -501869.042478 + Penalty 2708.156577 = -499160.885901
  nChanged 40
		SP:Iteration 26Q (19940.000000 sec): 3 clusters
  Score: Raw -501886.271083 + Penalty 2708.156577 = -499178.114506
  nChanged 51
		SP:Iteration 27Q (19940.170000 sec): 3 clusters
  Score: Raw -501910.755744 + Penalty 2708.156577 = -499202.599167
  nChanged 55
		SP:Iteration 28Q (19940.330000 sec): 3 clusters
  Score: Raw -501934.354302 + Penalty 2708.156577 = -499226.197725
  nChanged 48
		SP:Iteration 29Q (19940.520000 sec): 3 clusters
  Score: Raw -501958.662614 + Penalty 2708.156577 = -499250.506037
  nChanged 49
		SP:Iteration 30Q (19940.680000 sec): 3 clusters
  Score: Raw -501981.425475 + Penalty 2708.156577 = -499273.268898
  nChanged 51
		SP:Iteration 31Q (19940.800000 sec): 3 clusters
  Score: Raw -502004.006879 + Penalty 2708.156577 = -499295.850302
  nChanged 53
		SP:Iteration 32Q (19940.930000 sec): 3 clusters
  Score: Raw -502028.392603 + Penalty 2708.156577 = -499320.236026
  nChanged 62
		SP:Iteration 33Q (19941.070000 sec): 3 clusters
  Score: Raw -502061.315711 + Penalty 2708.156577 = -499353.159134
  nChanged 57
		SP:Iteration 34Q (19941.240000 sec): 3 clusters
  Score: Raw -502094.619091 + Penalty 2708.156577 = -499386.462513
  nChanged 64
		SP:Iteration 35Q (19941.380000 sec): 3 clusters
  Score: Raw -502135.117700 + Penalty 2708.156577 = -499426.961123
  nChanged 59
		SP:Iteration 36Q (19941.580000 sec): 3 clusters
  Score: Raw -502167.873962 + Penalty 2708.156577 = -499459.717385
  nChanged 55
		SP:Iteration 37Q (19941.760000 sec): 3 clusters
  Score: Raw -502191.786397 + Penalty 2708.156577 = -499483.629820
  nChanged 41
		SP:Iteration 38Q (19941.920000 sec): 3 clusters
  Score: Raw -502209.580591 + Penalty 2708.156577 = -499501.424014
  nChanged 31
		SP:Iteration 39Q (19942.080000 sec): 3 clusters
  Score: Raw -502225.438213 + Penalty 2708.156577 = -499517.281635
  nChanged 35
		SP:Iteration 40F (19942.270000 sec): 3 clusters
  Score: Raw -502242.664331 + Penalty 2708.156577 = -499534.507754
  nChanged 40
		SP:Iteration 41Q (19942.480000 sec): 3 clusters
  Score: Raw -502263.557669 + Penalty 2708.156577 = -499555.401091
  nChanged 32
		SP:Iteration 42Q (19942.640000 sec): 3 clusters
  Score: Raw -502279.157047 + Penalty 2708.156577 = -499571.000470
  nChanged 24
		SP:Iteration 43Q (19942.820000 sec): 3 clusters
  Score: Raw -502290.922206 + Penalty 2708.156577 = -499582.765629
  nChanged 23
		SP:Iteration 44Q (19942.980000 sec): 3 clusters
  Score: Raw -502304.660990 + Penalty 2708.156577 = -499596.504412
  nChanged 27
		SP:Iteration 45Q (19943.130000 sec): 3 clusters
  Score: Raw -502318.302420 + Penalty 2708.156577 = -499610.145842
  nChanged 14
		SP:Iteration 46Q (19943.310000 sec): 3 clusters
  Score: Raw -502323.228675 + Penalty 2708.156577 = -499615.072098
  nChanged 11
		SP:Iteration 47Q (19943.470000 sec): 3 clusters
  Score: Raw -502327.567757 + Penalty 2708.156577 = -499619.411180
  nChanged 11
		SP:Iteration 48Q (19943.580000 sec): 3 clusters
  Score: Raw -502334.203588 + Penalty 2708.156577 = -499626.047011
  nChanged 12
		SP:Iteration 49Q (19943.710000 sec): 3 clusters
  Score: Raw -502338.886152 + Penalty 2708.156577 = -499630.729575
  nChanged 11
		SP:Iteration 50Q (19943.890000 sec): 3 clusters
  Score: Raw -502343.467127 + Penalty 2708.156577 = -499635.310550
  nChanged 9
		SP:Iteration 51Q (19944.120000 sec): 3 clusters
  Score: Raw -502347.915251 + Penalty 2708.156577 = -499639.758673
  nChanged 6
		SP:Iteration 52Q (19944.280000 sec): 3 clusters
  Score: Raw -502351.169738 + Penalty 2708.156577 = -499643.013161
  nChanged 5
		SP:Iteration 53Q (19944.400000 sec): 3 clusters
  Score: Raw -502353.214100 + Penalty 2708.156577 = -499645.057523
  nChanged 5
		SP:Iteration 54Q (19944.590000 sec): 3 clusters
  Score: Raw -502355.996573 + Penalty 2708.156577 = -499647.839996
  nChanged 3
		SP:Iteration 55Q (19944.800000 sec): 3 clusters
  Score: Raw -502358.124319 + Penalty 2708.156577 = -499649.967741
  nChanged 7
		SP:Iteration 56Q (19944.980000 sec): 3 clusters
  Score: Raw -502362.782168 + Penalty 2708.156577 = -499654.625591
  nChanged 11
		SP:Iteration 57Q (19945.150000 sec): 3 clusters
  Score: Raw -502366.941308 + Penalty 2708.156577 = -499658.784730
  nChanged 8
		SP:Iteration 58Q (19945.360000 sec): 3 clusters
  Score: Raw -502371.047056 + Penalty 2708.156577 = -499662.890479
  nChanged 10
		SP:Iteration 59Q (19945.550000 sec): 3 clusters
  Score: Raw -502376.279794 + Penalty 2708.156577 = -499668.123216
  nChanged 5
		SP:Iteration 60F (19945.700000 sec): 3 clusters
  Score: Raw -502378.707845 + Penalty 2708.156577 = -499670.551267
  nChanged 5
		SP:Iteration 61Q (19945.820000 sec): 3 clusters
  Score: Raw -502380.837181 + Penalty 2708.156577 = -499672.680603
  nChanged 3
		SP:Iteration 62Q (19946.010000 sec): 3 clusters
  Score: Raw -502382.037765 + Penalty 2708.156577 = -499673.881188
  nChanged 1
		SP:Iteration 63Q (19946.200000 sec): 3 clusters
  Score: Raw -502382.272181 + Penalty 2708.156577 = -499674.115604
  nChanged 0
		SP:Iteration 64F (19946.370000 sec): 3 clusters
  Score: Raw -502382.272181 + Penalty 2708.156577 = -499674.115604
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 28 (4930 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (19946.500000 sec): 2 clusters
  Score: Raw -574485.928509 + Penalty 1381.752818 = -573104.175690
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (19946.680000 sec): 3 clusters
  Score: Raw -571954.159975 + Penalty 2763.505637 = -569190.654338
  nChanged 1989
		SP:Iteration 1F (19946.840000 sec): 3 clusters
  Score: Raw -573112.768371 + Penalty 2763.505637 = -570349.262734
  nChanged 387
		SP:Iteration 2F (19946.970000 sec): 3 clusters
  Score: Raw -573363.274807 + Penalty 2763.505637 = -570599.769170
  nChanged 298
		SP:Iteration 3F (19947.180000 sec): 3 clusters
  Score: Raw -573567.781816 + Penalty 2763.505637 = -570804.276179
  nChanged 249
		SP:Iteration 4F (19947.360000 sec): 3 clusters
  Score: Raw -573751.127854 + Penalty 2763.505637 = -570987.622217
  nChanged 248
		SP:Iteration 5F (19947.550000 sec): 3 clusters
  Score: Raw -573951.660678 + Penalty 2763.505637 = -571188.155041
  nChanged 242
		SP:Iteration 6Q (19947.750000 sec): 3 clusters
  Score: Raw -574117.582769 + Penalty 2763.505637 = -571354.077132
  nChanged 210
		SP:Iteration 7Q (19947.970000 sec): 3 clusters
  Score: Raw -574251.009065 + Penalty 2763.505637 = -571487.503429
  nChanged 185
		SP:Iteration 8Q (19948.190000 sec): 3 clusters
  Score: Raw -574365.430941 + Penalty 2763.505637 = -571601.925304
  nChanged 147
		SP:Iteration 9Q (19948.420000 sec): 3 clusters
  Score: Raw -574450.111452 + Penalty 2763.505637 = -571686.605815
  nChanged 125
		SP:Iteration 10Q (19948.620000 sec): 3 clusters
  Score: Raw -574510.821229 + Penalty 2763.505637 = -571747.315592
  nChanged 98
		SP:Iteration 11Q (19948.860000 sec): 3 clusters
  Score: Raw -574563.670233 + Penalty 2763.505637 = -571800.164596
  nChanged 98
		SP:Iteration 12Q (19949.070000 sec): 3 clusters
  Score: Raw -574611.002625 + Penalty 2763.505637 = -571847.496988
  nChanged 75
		SP:Iteration 13Q (19949.280000 sec): 3 clusters
  Score: Raw -574651.870949 + Penalty 2763.505637 = -571888.365312
  nChanged 78
		SP:Iteration 14Q (19949.530000 sec): 3 clusters
  Score: Raw -574690.160332 + Penalty 2763.505637 = -571926.654695
  nChanged 63
		SP:Iteration 15Q (19949.740000 sec): 3 clusters
  Score: Raw -574721.993691 + Penalty 2763.505637 = -571958.488054
  nChanged 56
		SP:Iteration 16Q (19949.930000 sec): 3 clusters
  Score: Raw -574745.179061 + Penalty 2763.505637 = -571981.673424
  nChanged 60
		SP:Iteration 17Q (19950.130000 sec): 3 clusters
  Score: Raw -574776.508837 + Penalty 2763.505637 = -572013.003200
  nChanged 54
		SP:Iteration 18Q (19950.290000 sec): 3 clusters
  Score: Raw -574808.412765 + Penalty 2763.505637 = -572044.907128
  nChanged 51
		SP:Iteration 19Q (19950.500000 sec): 3 clusters
  Score: Raw -574837.811930 + Penalty 2763.505637 = -572074.306294
  nChanged 51
		SP:Iteration 20F (19950.700000 sec): 3 clusters
  Score: Raw -574860.750295 + Penalty 2763.505637 = -572097.244658
  nChanged 39
		SP:Iteration 21Q (19950.930000 sec): 3 clusters
  Score: Raw -574876.068228 + Penalty 2763.505637 = -572112.562591
  nChanged 31
		SP:Iteration 22Q (19951.120000 sec): 3 clusters
  Score: Raw -574891.278956 + Penalty 2763.505637 = -572127.773319
  nChanged 51
		SP:Iteration 23Q (19951.300000 sec): 3 clusters
  Score: Raw -574916.111671 + Penalty 2763.505637 = -572152.606035
  nChanged 49
		SP:Iteration 24Q (19951.480000 sec): 3 clusters
  Score: Raw -574940.065437 + Penalty 2763.505637 = -572176.559801
  nChanged 44
		SP:Iteration 25Q (19951.700000 sec): 3 clusters
  Score: Raw -574966.713272 + Penalty 2763.505637 = -572203.207636
  nChanged 45
		SP:Iteration 26Q (19951.880000 sec): 3 clusters
  Score: Raw -574988.932546 + Penalty 2763.505637 = -572225.426909
  nChanged 42
		SP:Iteration 27Q (19952.060000 sec): 3 clusters
  Score: Raw -575009.693767 + Penalty 2763.505637 = -572246.188130
  nChanged 34
		SP:Iteration 28Q (19952.230000 sec): 3 clusters
  Score: Raw -575022.333884 + Penalty 2763.505637 = -572258.828247
  nChanged 25
		SP:Iteration 29Q (19952.450000 sec): 3 clusters
  Score: Raw -575031.458111 + Penalty 2763.505637 = -572267.952474
  nChanged 20
		SP:Iteration 30Q (19952.640000 sec): 3 clusters
  Score: Raw -575039.588104 + Penalty 2763.505637 = -572276.082467
  nChanged 17
		SP:Iteration 31Q (19952.810000 sec): 3 clusters
  Score: Raw -575043.637649 + Penalty 2763.505637 = -572280.132012
  nChanged 6
		SP:Iteration 32Q (19953.020000 sec): 3 clusters
  Score: Raw -575044.877687 + Penalty 2763.505637 = -572281.372050
  nChanged 6
		SP:Iteration 33Q (19953.210000 sec): 3 clusters
  Score: Raw -575046.470737 + Penalty 2763.505637 = -572282.965100
  nChanged 4
		SP:Iteration 34Q (19953.440000 sec): 3 clusters
  Score: Raw -575047.385455 + Penalty 2763.505637 = -572283.879818
  nChanged 6
		SP:Iteration 35Q (19953.560000 sec): 3 clusters
  Score: Raw -575048.757217 + Penalty 2763.505637 = -572285.251580
  nChanged 5
		SP:Iteration 36Q (19953.780000 sec): 3 clusters
  Score: Raw -575050.300008 + Penalty 2763.505637 = -572286.794371
  nChanged 7
		SP:Iteration 37Q (19953.940000 sec): 3 clusters
  Score: Raw -575052.657535 + Penalty 2763.505637 = -572289.151898
  nChanged 7
		SP:Iteration 38Q (19954.180000 sec): 3 clusters
  Score: Raw -575054.803018 + Penalty 2763.505637 = -572291.297381
  nChanged 3
		SP:Iteration 39Q (19954.380000 sec): 3 clusters
  Score: Raw -575056.057207 + Penalty 2763.505637 = -572292.551570
  nChanged 7
		SP:Iteration 40F (19954.590000 sec): 3 clusters
  Score: Raw -575057.848742 + Penalty 2763.505637 = -572294.343106
  nChanged 8
		SP:Iteration 41Q (19954.720000 sec): 3 clusters
  Score: Raw -575059.172645 + Penalty 2763.505637 = -572295.667008
  nChanged 5
		SP:Iteration 42Q (19954.990000 sec): 3 clusters
  Score: Raw -575060.286185 + Penalty 2763.505637 = -572296.780549
  nChanged 2
		SP:Iteration 43Q (19955.240000 sec): 3 clusters
  Score: Raw -575060.578037 + Penalty 2763.505637 = -572297.072401
  nChanged 0
		SP:Iteration 44F (19955.450000 sec): 3 clusters
  Score: Raw -575060.578037 + Penalty 2763.505637 = -572297.072401
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 29 (7937 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (19955.570000 sec): 2 clusters
  Score: Raw -904005.901493 + Penalty 1459.134730 = -902546.766762
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (19955.830000 sec): 3 clusters
  Score: Raw -899679.860195 + Penalty 2918.269461 = -896761.590734
  nChanged 3393
		SP:Iteration 1F (19956.020000 sec): 3 clusters
  Score: Raw -901584.438357 + Penalty 2918.269461 = -898666.168896
  nChanged 593
		SP:Iteration 2F (19956.240000 sec): 3 clusters
  Score: Raw -901938.129449 + Penalty 2918.269461 = -899019.859988
  nChanged 503
		SP:Iteration 3F (19956.440000 sec): 3 clusters
  Score: Raw -902243.857937 + Penalty 2918.269461 = -899325.588476
  nChanged 467
		SP:Iteration 4F (19956.620000 sec): 3 clusters
  Score: Raw -902517.808456 + Penalty 2918.269461 = -899599.538995
  nChanged 438
		SP:Iteration 5F (19956.910000 sec): 3 clusters
  Score: Raw -902776.519902 + Penalty 2918.269461 = -899858.250441
  nChanged 375
		SP:Iteration 6Q (19957.090000 sec): 3 clusters
  Score: Raw -903000.328244 + Penalty 2918.269461 = -900082.058783
  nChanged 330
		SP:Iteration 7Q (19957.260000 sec): 3 clusters
  Score: Raw -903206.665886 + Penalty 2918.269461 = -900288.396425
  nChanged 295
		SP:Iteration 8Q (19957.520000 sec): 3 clusters
  Score: Raw -903391.278757 + Penalty 2918.269461 = -900473.009296
  nChanged 296
		SP:Iteration 9Q (19957.770000 sec): 3 clusters
  Score: Raw -903582.975537 + Penalty 2918.269461 = -900664.706076
  nChanged 280
		SP:Iteration 10Q (19958.010000 sec): 3 clusters
  Score: Raw -903780.984692 + Penalty 2918.269461 = -900862.715231
  nChanged 248
		SP:Iteration 11Q (19958.280000 sec): 3 clusters
  Score: Raw -903950.865574 + Penalty 2918.269461 = -901032.596113
  nChanged 210
		SP:Iteration 12Q (19958.490000 sec): 3 clusters
  Score: Raw -904140.274776 + Penalty 2918.269461 = -901222.005315
  nChanged 150
		SP:Iteration 13Q (19958.800000 sec): 3 clusters
  Score: Raw -904288.390593 + Penalty 2918.269461 = -901370.121132
  nChanged 125
		SP:Iteration 14Q (19958.990000 sec): 3 clusters
  Score: Raw -904382.512304 + Penalty 2918.269461 = -901464.242843
  nChanged 97
		SP:Iteration 15Q (19959.160000 sec): 3 clusters
  Score: Raw -904435.428540 + Penalty 2918.269461 = -901517.159079
  nChanged 58
		SP:Iteration 16Q (19959.370000 sec): 3 clusters
  Score: Raw -904462.355264 + Penalty 2918.269461 = -901544.085803
  nChanged 52
		SP:Iteration 17Q (19959.530000 sec): 3 clusters
  Score: Raw -904482.104666 + Penalty 2918.269461 = -901563.835205
  nChanged 41
		SP:Iteration 18Q (19959.770000 sec): 3 clusters
  Score: Raw -904496.910721 + Penalty 2918.269461 = -901578.641260
  nChanged 36
		SP:Iteration 19Q (19959.970000 sec): 3 clusters
  Score: Raw -904511.509527 + Penalty 2918.269461 = -901593.240066
  nChanged 35
		SP:Iteration 20F (19960.170000 sec): 3 clusters
  Score: Raw -904525.883320 + Penalty 2918.269461 = -901607.613859
  nChanged 35
		SP:Iteration 21Q (19960.440000 sec): 3 clusters
  Score: Raw -904544.586571 + Penalty 2918.269461 = -901626.317110
  nChanged 44
		SP:Iteration 22Q (19960.590000 sec): 3 clusters
  Score: Raw -904562.919812 + Penalty 2918.269461 = -901644.650351
  nChanged 41
		SP:Iteration 23Q (19960.830000 sec): 3 clusters
  Score: Raw -904578.466608 + Penalty 2918.269461 = -901660.197147
  nChanged 37
		SP:Iteration 24Q (19961.140000 sec): 3 clusters
  Score: Raw -904591.573848 + Penalty 2918.269461 = -901673.304387
  nChanged 36
		SP:Iteration 25Q (19961.310000 sec): 3 clusters
  Score: Raw -904606.061969 + Penalty 2918.269461 = -901687.792508
  nChanged 29
		SP:Iteration 26Q (19961.520000 sec): 3 clusters
  Score: Raw -904613.805033 + Penalty 2918.269461 = -901695.535572
  nChanged 30
		SP:Iteration 27Q (19961.690000 sec): 3 clusters
  Score: Raw -904621.693925 + Penalty 2918.269461 = -901703.424464
  nChanged 22
		SP:Iteration 28Q (19961.890000 sec): 3 clusters
  Score: Raw -904626.962378 + Penalty 2918.269461 = -901708.692917
  nChanged 16
		SP:Iteration 29Q (19962.050000 sec): 3 clusters
  Score: Raw -904630.483079 + Penalty 2918.269461 = -901712.213618
  nChanged 10
		SP:Iteration 30Q (19962.270000 sec): 3 clusters
  Score: Raw -904631.864340 + Penalty 2918.269461 = -901713.594880
  nChanged 9
		SP:Iteration 31Q (19962.470000 sec): 3 clusters
  Score: Raw -904634.483776 + Penalty 2918.269461 = -901716.214315
  nChanged 12
		SP:Iteration 32Q (19962.700000 sec): 3 clusters
  Score: Raw -904637.751731 + Penalty 2918.269461 = -901719.482270
  nChanged 11
		SP:Iteration 33Q (19962.840000 sec): 3 clusters
  Score: Raw -904640.780697 + Penalty 2918.269461 = -901722.511236
  nChanged 13
		SP:Iteration 34Q (19963.050000 sec): 3 clusters
  Score: Raw -904644.521854 + Penalty 2918.269461 = -901726.252393
  nChanged 19
		SP:Iteration 35Q (19963.250000 sec): 3 clusters
  Score: Raw -904653.023836 + Penalty 2918.269461 = -901734.754375
  nChanged 18
		SP:Iteration 36Q (19963.480000 sec): 3 clusters
  Score: Raw -904659.510313 + Penalty 2918.269461 = -901741.240852
  nChanged 13
		SP:Iteration 37Q (19963.690000 sec): 3 clusters
  Score: Raw -904662.243207 + Penalty 2918.269461 = -901743.973746
  nChanged 10
		SP:Iteration 38Q (19963.930000 sec): 3 clusters
  Score: Raw -904663.987711 + Penalty 2918.269461 = -901745.718250
  nChanged 8
		SP:Iteration 39Q (19964.130000 sec): 3 clusters
  Score: Raw -904665.584960 + Penalty 2918.269461 = -901747.315499
  nChanged 6
		SP:Iteration 40F (19964.340000 sec): 3 clusters
  Score: Raw -904666.510041 + Penalty 2918.269461 = -901748.240580
  nChanged 8
		SP:Iteration 41Q (19964.630000 sec): 3 clusters
  Score: Raw -904668.110632 + Penalty 2918.269461 = -901749.841171
  nChanged 10
		SP:Iteration 42Q (19964.850000 sec): 3 clusters
  Score: Raw -904670.840773 + Penalty 2918.269461 = -901752.571312
  nChanged 6
		SP:Iteration 43Q (19965.120000 sec): 3 clusters
  Score: Raw -904671.803141 + Penalty 2918.269461 = -901753.533681
  nChanged 3
		SP:Iteration 44Q (19965.280000 sec): 3 clusters
  Score: Raw -904673.019681 + Penalty 2918.269461 = -901754.750220
  nChanged 3
		SP:Iteration 45Q (19965.530000 sec): 3 clusters
  Score: Raw -904673.393589 + Penalty 2918.269461 = -901755.124128
  nChanged 4
		SP:Iteration 46Q (19965.650000 sec): 3 clusters
  Score: Raw -904674.215673 + Penalty 2918.269461 = -901755.946212
  nChanged 2
		SP:Iteration 47Q (19965.960000 sec): 3 clusters
  Score: Raw -904674.615368 + Penalty 2918.269461 = -901756.345907
  nChanged 3
		SP:Iteration 48Q (19966.160000 sec): 3 clusters
  Score: Raw -904674.998487 + Penalty 2918.269461 = -901756.729026
  nChanged 0
		SP:Iteration 49F (19966.370000 sec): 3 clusters
  Score: Raw -904674.998487 + Penalty 2918.269461 = -901756.729026
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 30 (23105 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (19966.590000 sec): 2 clusters
  Score: Raw -2867490.587957 + Penalty 1632.768203 = -2865857.819755
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (19966.900000 sec): 3 clusters
  Score: Raw -2853445.895064 + Penalty 3265.536405 = -2850180.358659
  nChanged 10489
		SP:Iteration 1F (19967.190000 sec): 3 clusters
  Score: Raw -2859363.377579 + Penalty 3265.536405 = -2856097.841174
  nChanged 1204
		SP:Iteration 2F (19967.500000 sec): 3 clusters
  Score: Raw -2859955.621505 + Penalty 3265.536405 = -2856690.085100
  nChanged 1281
		SP:Iteration 3F (19967.820000 sec): 3 clusters
  Score: Raw -2860665.582467 + Penalty 3265.536405 = -2857400.046062
  nChanged 1298
		SP:Iteration 4F (19968.070000 sec): 3 clusters
  Score: Raw -2861363.271735 + Penalty 3265.536405 = -2858097.735330
  nChanged 1302
		SP:Iteration 5F (19968.320000 sec): 3 clusters
  Score: Raw -2862186.022965 + Penalty 3265.536405 = -2858920.486560
  nChanged 1394
		SP:Iteration 6F (19968.580000 sec): 3 clusters
  Score: Raw -2863201.734810 + Penalty 3265.536405 = -2859936.198405
  nChanged 1374
		SP:Iteration 7F (19968.880000 sec): 3 clusters
  Score: Raw -2864485.864767 + Penalty 3265.536405 = -2861220.328362
  nChanged 1364
		SP:Iteration 8F (19969.250000 sec): 3 clusters
  Score: Raw -2866177.757392 + Penalty 3265.536405 = -2862912.220987
  nChanged 1386
		SP:Iteration 9F (19969.560000 sec): 3 clusters
  Score: Raw -2868590.273175 + Penalty 3265.536405 = -2865324.736770
  nChanged 1385
		SP:Iteration 10F (19969.820000 sec): 3 clusters
  Score: Raw -2871445.782270 + Penalty 3265.536405 = -2868180.245865
  nChanged 973
		SP:Iteration 11Q (19970.110000 sec): 3 clusters
  Score: Raw -2873345.179520 + Penalty 3265.536405 = -2870079.643115
  nChanged 466
		SP:Iteration 12Q (19970.460000 sec): 3 clusters
  Score: Raw -2873794.366559 + Penalty 3265.536405 = -2870528.830154
  nChanged 202
		SP:Iteration 13Q (19970.740000 sec): 3 clusters
  Score: Raw -2873869.437666 + Penalty 3265.536405 = -2870603.901261
  nChanged 86
		SP:Iteration 14Q (19971.030000 sec): 3 clusters
  Score: Raw -2873886.990168 + Penalty 3265.536405 = -2870621.453763
  nChanged 37
		SP:Iteration 15Q (19971.340000 sec): 3 clusters
  Score: Raw -2873891.024187 + Penalty 3265.536405 = -2870625.487782
  nChanged 13
		SP:Iteration 16Q (19971.680000 sec): 3 clusters
  Score: Raw -2873892.071620 + Penalty 3265.536405 = -2870626.535215
  nChanged 4
		SP:Iteration 17Q (19972.010000 sec): 3 clusters
  Score: Raw -2873892.226898 + Penalty 3265.536405 = -2870626.690492
  nChanged 0
		SP:Iteration 18F (19972.380000 sec): 3 clusters
  Score: Raw -2873892.226898 + Penalty 3265.536405 = -2870626.690492
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 69.
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 31 (594 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (19972.440000 sec): 2 clusters
  Score: Raw -62789.396828 + Penalty 1037.867889 = -61751.528939
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (19972.600000 sec): 3 clusters
  Score: Raw -62776.603647 + Penalty 2075.735779 = -60700.867868
  nChanged 176
		SP:Iteration 1F (19972.760000 sec): 3 clusters
  Score: Raw -63199.861464 + Penalty 2075.735779 = -61124.125686
  nChanged 79
		SP:Iteration 2F (19972.880000 sec): 3 clusters
  Score: Raw -63374.203746 + Penalty 2075.735779 = -61298.467967
  nChanged 29
		SP:Iteration 3Q (19973.040000 sec): 3 clusters
  Score: Raw -63438.382709 + Penalty 2075.735779 = -61362.646930
  nChanged 13
		SP:Iteration 4Q (19973.200000 sec): 3 clusters
  Score: Raw -63477.683957 + Penalty 2075.735779 = -61401.948178
  nChanged 20
		SP:Iteration 5Q (19973.360000 sec): 3 clusters
  Score: Raw -63527.711441 + Penalty 2075.735779 = -61451.975662
  nChanged 13
		SP:Iteration 6Q (19973.520000 sec): 3 clusters
  Score: Raw -63569.344875 + Penalty 2075.735779 = -61493.609097
  nChanged 9
		SP:Iteration 7Q (19973.680000 sec): 3 clusters
  Score: Raw -63610.659993 + Penalty 2075.735779 = -61534.924214
  nChanged 9
		SP:Iteration 8Q (19973.840000 sec): 3 clusters
  Score: Raw -63652.900986 + Penalty 2075.735779 = -61577.165207
  nChanged 7
		SP:Iteration 9Q (19974.000000 sec): 3 clusters
  Score: Raw -63706.106357 + Penalty 2075.735779 = -61630.370578
  nChanged 8
		SP:Iteration 10Q (19974.160000 sec): 3 clusters
  Score: Raw -63734.672447 + Penalty 2075.735779 = -61658.936668
  nChanged 6
		SP:Iteration 11Q (19974.310000 sec): 3 clusters
  Score: Raw -63774.635398 + Penalty 2075.735779 = -61698.899619
  nChanged 5
		SP:Iteration 12Q (19974.470000 sec): 3 clusters
  Score: Raw -63801.875232 + Penalty 2075.735779 = -61726.139453
  nChanged 5
		SP:Iteration 13Q (19974.630000 sec): 3 clusters
  Score: Raw -63816.300118 + Penalty 2075.735779 = -61740.564339
  nChanged 2
		SP:Iteration 14Q (19974.790000 sec): 3 clusters
  Score: Raw -63821.645963 + Penalty 2075.735779 = -61745.910184
  nChanged 4
		SP:Iteration 15Q (19974.950000 sec): 3 clusters
  Score: Raw -63826.445773 + Penalty 2075.735779 = -61750.709994
  nChanged 2
		SP:Iteration 16Q (19975.110000 sec): 3 clusters
  Score: Raw -63835.878627 + Penalty 2075.735779 = -61760.142849
  nChanged 3
		SP:Iteration 17Q (19975.270000 sec): 3 clusters
  Score: Raw -63841.937869 + Penalty 2075.735779 = -61766.202090
  nChanged 3
		SP:Iteration 18Q (19975.430000 sec): 3 clusters
  Score: Raw -63846.928031 + Penalty 2075.735779 = -61771.192252
  nChanged 1
		SP:Iteration 19Q (19975.590000 sec): 3 clusters
  Score: Raw -63849.939560 + Penalty 2075.735779 = -61774.203782
  nChanged 0
		SP:Iteration 20F (19975.750000 sec): 3 clusters
  Score: Raw -63849.939560 + Penalty 2075.735779 = -61774.203782
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 70.
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 32 (7933 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (19975.860000 sec): 2 clusters
  Score: Raw -963480.007559 + Penalty 1459.052815 = -962020.954744
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (19976.050000 sec): 3 clusters
  Score: Raw -959142.834910 + Penalty 2918.105630 = -956224.729280
  nChanged 3348
		SP:Iteration 1F (19976.230000 sec): 3 clusters
  Score: Raw -961014.005364 + Penalty 2918.105630 = -958095.899734
  nChanged 527
		SP:Iteration 2F (19976.410000 sec): 3 clusters
  Score: Raw -961296.175962 + Penalty 2918.105630 = -958378.070332
  nChanged 431
		SP:Iteration 3F (19976.590000 sec): 3 clusters
  Score: Raw -961553.458316 + Penalty 2918.105630 = -958635.352686
  nChanged 398
		SP:Iteration 4F (19976.790000 sec): 3 clusters
  Score: Raw -961835.479506 + Penalty 2918.105630 = -958917.373877
  nChanged 425
		SP:Iteration 5F (19977.050000 sec): 3 clusters
  Score: Raw -962161.781903 + Penalty 2918.105630 = -959243.676273
  nChanged 446
		SP:Iteration 6F (19977.310000 sec): 3 clusters
  Score: Raw -962490.662782 + Penalty 2918.105630 = -959572.557152
  nChanged 411
		SP:Iteration 7F (19977.510000 sec): 3 clusters
  Score: Raw -962785.239149 + Penalty 2918.105630 = -959867.133519
  nChanged 380
		SP:Iteration 8Q (19977.760000 sec): 3 clusters
  Score: Raw -963045.185319 + Penalty 2918.105630 = -960127.079689
  nChanged 341
		SP:Iteration 9Q (19977.970000 sec): 3 clusters
  Score: Raw -963265.626416 + Penalty 2918.105630 = -960347.520787
  nChanged 264
		SP:Iteration 10Q (19978.170000 sec): 3 clusters
  Score: Raw -963430.800597 + Penalty 2918.105630 = -960512.694967
  nChanged 207
		SP:Iteration 11Q (19978.340000 sec): 3 clusters
  Score: Raw -963559.337932 + Penalty 2918.105630 = -960641.232302
  nChanged 174
		SP:Iteration 12Q (19978.570000 sec): 3 clusters
  Score: Raw -963643.136195 + Penalty 2918.105630 = -960725.030566
  nChanged 141
		SP:Iteration 13Q (19978.770000 sec): 3 clusters
  Score: Raw -963700.514765 + Penalty 2918.105630 = -960782.409135
  nChanged 101
		SP:Iteration 14Q (19978.950000 sec): 3 clusters
  Score: Raw -963737.856010 + Penalty 2918.105630 = -960819.750380
  nChanged 83
		SP:Iteration 15Q (19979.170000 sec): 3 clusters
  Score: Raw -963760.996181 + Penalty 2918.105630 = -960842.890551
  nChanged 54
		SP:Iteration 16Q (19979.370000 sec): 3 clusters
  Score: Raw -963774.709683 + Penalty 2918.105630 = -960856.604053
  nChanged 48
		SP:Iteration 17Q (19979.630000 sec): 3 clusters
  Score: Raw -963786.362767 + Penalty 2918.105630 = -960868.257138
  nChanged 41
		SP:Iteration 18Q (19979.800000 sec): 3 clusters
  Score: Raw -963798.791689 + Penalty 2918.105630 = -960880.686059
  nChanged 35
		SP:Iteration 19Q (19980.060000 sec): 3 clusters
  Score: Raw -963807.706780 + Penalty 2918.105630 = -960889.601150
  nChanged 29
		SP:Iteration 20F (19980.290000 sec): 3 clusters
  Score: Raw -963813.432560 + Penalty 2918.105630 = -960895.326930
  nChanged 26
		SP:Iteration 21Q (19980.520000 sec): 3 clusters
  Score: Raw -963819.356140 + Penalty 2918.105630 = -960901.250510
  nChanged 23
		SP:Iteration 22Q (19980.690000 sec): 3 clusters
  Score: Raw -963825.372861 + Penalty 2918.105630 = -960907.267231
  nChanged 22
		SP:Iteration 23Q (19980.970000 sec): 3 clusters
  Score: Raw -963832.153735 + Penalty 2918.105630 = -960914.048105
  nChanged 15
		SP:Iteration 24Q (19981.190000 sec): 3 clusters
  Score: Raw -963835.452710 + Penalty 2918.105630 = -960917.347080
  nChanged 8
		SP:Iteration 25Q (19981.400000 sec): 3 clusters
  Score: Raw -963837.607188 + Penalty 2918.105630 = -960919.501558
  nChanged 7
		SP:Iteration 26Q (19981.550000 sec): 3 clusters
  Score: Raw -963839.376941 + Penalty 2918.105630 = -960921.271311
  nChanged 4
		SP:Iteration 27Q (19981.710000 sec): 3 clusters
  Score: Raw -963840.878763 + Penalty 2918.105630 = -960922.773133
  nChanged 6
		SP:Iteration 28Q (19981.870000 sec): 3 clusters
  Score: Raw -963842.699107 + Penalty 2918.105630 = -960924.593477
  nChanged 5
		SP:Iteration 29Q (19982.070000 sec): 3 clusters
  Score: Raw -963844.003012 + Penalty 2918.105630 = -960925.897382
  nChanged 6
		SP:Iteration 30Q (19982.320000 sec): 3 clusters
  Score: Raw -963844.800729 + Penalty 2918.105630 = -960926.695099
  nChanged 6
		SP:Iteration 31Q (19982.630000 sec): 3 clusters
  Score: Raw -963846.026597 + Penalty 2918.105630 = -960927.920967
  nChanged 6
		SP:Iteration 32Q (19982.760000 sec): 3 clusters
  Score: Raw -963847.254664 + Penalty 2918.105630 = -960929.149034
  nChanged 7
		SP:Iteration 33Q (19983.030000 sec): 3 clusters
  Score: Raw -963848.953316 + Penalty 2918.105630 = -960930.847686
  nChanged 6
		SP:Iteration 34Q (19983.220000 sec): 3 clusters
  Score: Raw -963850.036815 + Penalty 2918.105630 = -960931.931185
  nChanged 6
		SP:Iteration 35Q (19983.440000 sec): 3 clusters
  Score: Raw -963850.800804 + Penalty 2918.105630 = -960932.695175
  nChanged 5
		SP:Iteration 36Q (19983.600000 sec): 3 clusters
  Score: Raw -963851.723768 + Penalty 2918.105630 = -960933.618139
  nChanged 5
		SP:Iteration 37Q (19983.810000 sec): 3 clusters
  Score: Raw -963852.947521 + Penalty 2918.105630 = -960934.841891
  nChanged 4
		SP:Iteration 38Q (19984.010000 sec): 3 clusters
  Score: Raw -963853.666919 + Penalty 2918.105630 = -960935.561290
  nChanged 2
		SP:Iteration 39Q (19984.180000 sec): 3 clusters
  Score: Raw -963854.165320 + Penalty 2918.105630 = -960936.059690
  nChanged 4
		SP:Iteration 40F (19984.400000 sec): 3 clusters
  Score: Raw -963854.746615 + Penalty 2918.105630 = -960936.640985
  nChanged 1
		SP:Iteration 41Q (19984.650000 sec): 3 clusters
  Score: Raw -963854.928873 + Penalty 2918.105630 = -960936.823244
  nChanged 3
		SP:Iteration 42Q (19984.830000 sec): 3 clusters
  Score: Raw -963855.540232 + Penalty 2918.105630 = -960937.434603
  nChanged 5
		SP:Iteration 43Q (19985.060000 sec): 3 clusters
  Score: Raw -963856.787775 + Penalty 2918.105630 = -960938.682145
  nChanged 5
		SP:Iteration 44Q (19985.190000 sec): 3 clusters
  Score: Raw -963857.691335 + Penalty 2918.105630 = -960939.585705
  nChanged 8
		SP:Iteration 45Q (19985.390000 sec): 3 clusters
  Score: Raw -963860.151849 + Penalty 2918.105630 = -960942.046219
  nChanged 9
		SP:Iteration 46Q (19985.630000 sec): 3 clusters
  Score: Raw -963862.572645 + Penalty 2918.105630 = -960944.467016
  nChanged 12
		SP:Iteration 47Q (19985.800000 sec): 3 clusters
  Score: Raw -963865.146559 + Penalty 2918.105630 = -960947.040930
  nChanged 8
		SP:Iteration 48Q (19986.010000 sec): 3 clusters
  Score: Raw -963867.143524 + Penalty 2918.105630 = -960949.037895
  nChanged 9
		SP:Iteration 49Q (19986.180000 sec): 3 clusters
  Score: Raw -963868.807725 + Penalty 2918.105630 = -960950.702095
  nChanged 6
		SP:Iteration 50Q (19986.380000 sec): 3 clusters
  Score: Raw -963870.142995 + Penalty 2918.105630 = -960952.037365
  nChanged 3
		SP:Iteration 51Q (19986.540000 sec): 3 clusters
  Score: Raw -963870.927903 + Penalty 2918.105630 = -960952.822273
  nChanged 3
		SP:Iteration 52Q (19986.720000 sec): 3 clusters
  Score: Raw -963871.483565 + Penalty 2918.105630 = -960953.377935
  nChanged 3
		SP:Iteration 53Q (19986.920000 sec): 3 clusters
  Score: Raw -963871.863585 + Penalty 2918.105630 = -960953.757955
  nChanged 3
		SP:Iteration 54Q (19987.100000 sec): 3 clusters
  Score: Raw -963872.257917 + Penalty 2918.105630 = -960954.152287
  nChanged 3
		SP:Iteration 55Q (19987.320000 sec): 3 clusters
  Score: Raw -963872.804207 + Penalty 2918.105630 = -960954.698577
  nChanged 6
		SP:Iteration 56Q (19987.530000 sec): 3 clusters
  Score: Raw -963873.467241 + Penalty 2918.105630 = -960955.361611
  nChanged 0
		SP:Iteration 57F (19987.780000 sec): 3 clusters
  Score: Raw -963873.467241 + Penalty 2918.105630 = -960955.361611
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 33 (1928 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (19987.900000 sec): 2 clusters
  Score: Raw -226247.456022 + Penalty 1229.188752 = -225018.267270
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (19988.040000 sec): 3 clusters
  Score: Raw -225453.615381 + Penalty 2458.377504 = -222995.237876
  nChanged 665
		SP:Iteration 1F (19988.220000 sec): 3 clusters
  Score: Raw -225895.991549 + Penalty 2458.377504 = -223437.614045
  nChanged 155
		SP:Iteration 2F (19988.390000 sec): 3 clusters
  Score: Raw -226075.497210 + Penalty 2458.377504 = -223617.119705
  nChanged 152
		SP:Iteration 3F (19988.510000 sec): 3 clusters
  Score: Raw -226259.775129 + Penalty 2458.377504 = -223801.397625
  nChanged 131
		SP:Iteration 4F (19988.680000 sec): 3 clusters
  Score: Raw -226406.932091 + Penalty 2458.377504 = -223948.554587
  nChanged 111
		SP:Iteration 5F (19988.840000 sec): 3 clusters
  Score: Raw -226518.058544 + Penalty 2458.377504 = -224059.681039
  nChanged 90
		SP:Iteration 6Q (19988.960000 sec): 3 clusters
  Score: Raw -226603.902820 + Penalty 2458.377504 = -224145.525315
  nChanged 71
		SP:Iteration 7Q (19989.090000 sec): 3 clusters
  Score: Raw -226662.081055 + Penalty 2458.377504 = -224203.703551
  nChanged 44
		SP:Iteration 8Q (19989.230000 sec): 3 clusters
  Score: Raw -226693.999440 + Penalty 2458.377504 = -224235.621935
  nChanged 24
		SP:Iteration 9Q (19989.360000 sec): 3 clusters
  Score: Raw -226711.908844 + Penalty 2458.377504 = -224253.531339
  nChanged 17
		SP:Iteration 10Q (19989.500000 sec): 3 clusters
  Score: Raw -226727.052133 + Penalty 2458.377504 = -224268.674629
  nChanged 14
		SP:Iteration 11Q (19989.650000 sec): 3 clusters
  Score: Raw -226735.777239 + Penalty 2458.377504 = -224277.399735
  nChanged 7
		SP:Iteration 12Q (19989.740000 sec): 3 clusters
  Score: Raw -226739.029876 + Penalty 2458.377504 = -224280.652371
  nChanged 2
		SP:Iteration 13Q (19989.840000 sec): 3 clusters
  Score: Raw -226740.253053 + Penalty 2458.377504 = -224281.875548
  nChanged 4
		SP:Iteration 14Q (19989.990000 sec): 3 clusters
  Score: Raw -226741.878712 + Penalty 2458.377504 = -224283.501208
  nChanged 4
		SP:Iteration 15Q (19990.130000 sec): 3 clusters
  Score: Raw -226742.954404 + Penalty 2458.377504 = -224284.576900
  nChanged 2
		SP:Iteration 16Q (19990.280000 sec): 3 clusters
  Score: Raw -226744.139415 + Penalty 2458.377504 = -224285.761910
  nChanged 2
		SP:Iteration 17Q (19990.460000 sec): 3 clusters
  Score: Raw -226744.592775 + Penalty 2458.377504 = -224286.215271
  nChanged 0
		SP:Iteration 18F (19990.620000 sec): 3 clusters
  Score: Raw -226744.592775 + Penalty 2458.377504 = -224286.215271
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 34 (18816 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (19990.850000 sec): 2 clusters
  Score: Raw -2274008.524776 + Penalty 1599.400213 = -2272409.124563
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (19991.120000 sec): 3 clusters
  Score: Raw -2262878.739910 + Penalty 3198.800426 = -2259679.939483
  nChanged 8382
		SP:Iteration 1F (19991.450000 sec): 3 clusters
  Score: Raw -2267658.379251 + Penalty 3198.800426 = -2264459.578824
  nChanged 1007
		SP:Iteration 2F (19991.820000 sec): 3 clusters
  Score: Raw -2268084.719830 + Penalty 3198.800426 = -2264885.919403
  nChanged 903
		SP:Iteration 3Q (19992.160000 sec): 3 clusters
  Score: Raw -2268419.635661 + Penalty 3198.800426 = -2265220.835235
  nChanged 817
		SP:Iteration 4Q (19992.460000 sec): 3 clusters
  Score: Raw -2268698.620497 + Penalty 3198.800426 = -2265499.820071
  nChanged 729
		SP:Iteration 5Q (19992.830000 sec): 3 clusters
  Score: Raw -2269007.367587 + Penalty 3198.800426 = -2265808.567160
  nChanged 842
		SP:Iteration 6Q (19993.080000 sec): 3 clusters
  Score: Raw -2269417.854821 + Penalty 3198.800426 = -2266219.054394
  nChanged 962
		SP:Iteration 7F (19993.360000 sec): 3 clusters
  Score: Raw -2269987.643749 + Penalty 3198.800426 = -2266788.843322
  nChanged 1133
		SP:Iteration 8F (19993.690000 sec): 3 clusters
  Score: Raw -2270804.291412 + Penalty 3198.800426 = -2267605.490985
  nChanged 1227
		SP:Iteration 9F (19994.040000 sec): 3 clusters
  Score: Raw -2271755.502134 + Penalty 3198.800426 = -2268556.701707
  nChanged 1197
		SP:Iteration 10F (19994.340000 sec): 3 clusters
  Score: Raw -2272776.269622 + Penalty 3198.800426 = -2269577.469196
  nChanged 1004
		SP:Iteration 11F (19994.600000 sec): 3 clusters
  Score: Raw -2273654.378424 + Penalty 3198.800426 = -2270455.577998
  nChanged 702
		SP:Iteration 12Q (19994.980000 sec): 3 clusters
  Score: Raw -2274222.654675 + Penalty 3198.800426 = -2271023.854248
  nChanged 430
		SP:Iteration 13Q (19995.270000 sec): 3 clusters
  Score: Raw -2274573.864402 + Penalty 3198.800426 = -2271375.063976
  nChanged 261
		SP:Iteration 14Q (19995.520000 sec): 3 clusters
  Score: Raw -2274753.212557 + Penalty 3198.800426 = -2271554.412130
  nChanged 147
		SP:Iteration 15Q (19995.910000 sec): 3 clusters
  Score: Raw -2274855.485936 + Penalty 3198.800426 = -2271656.685510
  nChanged 85
		SP:Iteration 16Q (19996.220000 sec): 3 clusters
  Score: Raw -2274922.347113 + Penalty 3198.800426 = -2271723.546687
  nChanged 70
		SP:Iteration 17Q (19996.510000 sec): 3 clusters
  Score: Raw -2274962.124709 + Penalty 3198.800426 = -2271763.324283
  nChanged 43
		SP:Iteration 18Q (19996.770000 sec): 3 clusters
  Score: Raw -2274984.665565 + Penalty 3198.800426 = -2271785.865139
  nChanged 36
		SP:Iteration 19Q (19997.130000 sec): 3 clusters
  Score: Raw -2275003.495480 + Penalty 3198.800426 = -2271804.695054
  nChanged 27
		SP:Iteration 20F (19997.430000 sec): 3 clusters
  Score: Raw -2275016.799473 + Penalty 3198.800426 = -2271817.999046
  nChanged 23
		SP:Iteration 21Q (19997.760000 sec): 3 clusters
  Score: Raw -2275026.341323 + Penalty 3198.800426 = -2271827.540896
  nChanged 17
		SP:Iteration 22Q (19998.070000 sec): 3 clusters
  Score: Raw -2275033.259483 + Penalty 3198.800426 = -2271834.459056
  nChanged 16
		SP:Iteration 23Q (19998.330000 sec): 3 clusters
  Score: Raw -2275040.906502 + Penalty 3198.800426 = -2271842.106075
  nChanged 13
		SP:Iteration 24Q (19998.610000 sec): 3 clusters
  Score: Raw -2275045.629841 + Penalty 3198.800426 = -2271846.829414
  nChanged 9
		SP:Iteration 25Q (19998.970000 sec): 3 clusters
  Score: Raw -2275047.611599 + Penalty 3198.800426 = -2271848.811173
  nChanged 5
		SP:Iteration 26Q (19999.240000 sec): 3 clusters
  Score: Raw -2275049.543203 + Penalty 3198.800426 = -2271850.742777
  nChanged 8
		SP:Iteration 27Q (19999.510000 sec): 3 clusters
  Score: Raw -2275051.496817 + Penalty 3198.800426 = -2271852.696391
  nChanged 2
		SP:Iteration 28Q (19999.790000 sec): 3 clusters
  Score: Raw -2275052.799753 + Penalty 3198.800426 = -2271853.999327
  nChanged 3
		SP:Iteration 29Q (20000.110000 sec): 3 clusters
  Score: Raw -2275053.876433 + Penalty 3198.800426 = -2271855.076007
  nChanged 3
		SP:Iteration 30Q (20000.440000 sec): 3 clusters
  Score: Raw -2275055.111339 + Penalty 3198.800426 = -2271856.310912
  nChanged 1
		SP:Iteration 31Q (20000.750000 sec): 3 clusters
  Score: Raw -2275055.983871 + Penalty 3198.800426 = -2271857.183444
  nChanged 4
		SP:Iteration 32Q (20000.990000 sec): 3 clusters
  Score: Raw -2275057.267481 + Penalty 3198.800426 = -2271858.467055
  nChanged 2
		SP:Iteration 33Q (20001.290000 sec): 3 clusters
  Score: Raw -2275057.509997 + Penalty 3198.800426 = -2271858.709570
  nChanged 1
		SP:Iteration 34Q (20001.600000 sec): 3 clusters
  Score: Raw -2275057.664862 + Penalty 3198.800426 = -2271858.864436
  nChanged 2
		SP:Iteration 35Q (20001.850000 sec): 3 clusters
  Score: Raw -2275058.528175 + Penalty 3198.800426 = -2271859.727749
  nChanged 2
		SP:Iteration 36Q (20002.210000 sec): 3 clusters
  Score: Raw -2275058.850424 + Penalty 3198.800426 = -2271860.049998
  nChanged 1
		SP:Iteration 37Q (20002.460000 sec): 3 clusters
  Score: Raw -2275059.328498 + Penalty 3198.800426 = -2271860.528072
  nChanged 3
		SP:Iteration 38Q (20002.710000 sec): 3 clusters
  Score: Raw -2275060.024741 + Penalty 3198.800426 = -2271861.224315
  nChanged 0
		SP:Iteration 39F (20003.030000 sec): 3 clusters
  Score: Raw -2275060.024741 + Penalty 3198.800426 = -2271861.224315
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 35 (1165 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (20003.140000 sec): 2 clusters
  Score: Raw -138230.862594 + Penalty 1147.327409 = -137083.535184
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (20003.340000 sec): 3 clusters
  Score: Raw -137867.706675 + Penalty 2294.654819 = -135573.051856
  nChanged 350
		SP:Iteration 1F (20003.450000 sec): 3 clusters
  Score: Raw -138170.463186 + Penalty 2294.654819 = -135875.808367
  nChanged 94
		SP:Iteration 2F (20003.640000 sec): 3 clusters
  Score: Raw -138291.345122 + Penalty 2294.654819 = -135996.690303
  nChanged 57
		SP:Iteration 3Q (20003.780000 sec): 3 clusters
  Score: Raw -138354.664392 + Penalty 2294.654819 = -136060.009573
  nChanged 32
		SP:Iteration 4Q (20003.910000 sec): 3 clusters
  Score: Raw -138395.687024 + Penalty 2294.654819 = -136101.032205
  nChanged 29
		SP:Iteration 5Q (20004.090000 sec): 3 clusters
  Score: Raw -138434.554546 + Penalty 2294.654819 = -136139.899727
  nChanged 20
		SP:Iteration 6Q (20004.240000 sec): 3 clusters
  Score: Raw -138454.583635 + Penalty 2294.654819 = -136159.928816
  nChanged 20
		SP:Iteration 7Q (20004.420000 sec): 3 clusters
  Score: Raw -138490.565595 + Penalty 2294.654819 = -136195.910776
  nChanged 25
		SP:Iteration 8Q (20004.610000 sec): 3 clusters
  Score: Raw -138534.573787 + Penalty 2294.654819 = -136239.918968
  nChanged 25
		SP:Iteration 9Q (20004.740000 sec): 3 clusters
  Score: Raw -138555.703615 + Penalty 2294.654819 = -136261.048796
  nChanged 16
		SP:Iteration 10Q (20004.980000 sec): 3 clusters
  Score: Raw -138576.557622 + Penalty 2294.654819 = -136281.902803
  nChanged 10
		SP:Iteration 11Q (20005.070000 sec): 3 clusters
  Score: Raw -138590.495830 + Penalty 2294.654819 = -136295.841011
  nChanged 8
		SP:Iteration 12Q (20005.170000 sec): 3 clusters
  Score: Raw -138599.426558 + Penalty 2294.654819 = -136304.771739
  nChanged 7
		SP:Iteration 13Q (20005.340000 sec): 3 clusters
  Score: Raw -138606.260854 + Penalty 2294.654819 = -136311.606035
  nChanged 7
		SP:Iteration 14Q (20005.480000 sec): 3 clusters
  Score: Raw -138610.459620 + Penalty 2294.654819 = -136315.804801
  nChanged 4
		SP:Iteration 15Q (20005.650000 sec): 3 clusters
  Score: Raw -138612.858363 + Penalty 2294.654819 = -136318.203544
  nChanged 3
		SP:Iteration 16Q (20005.780000 sec): 3 clusters
  Score: Raw -138614.975866 + Penalty 2294.654819 = -136320.321047
  nChanged 5
		SP:Iteration 17Q (20005.960000 sec): 3 clusters
  Score: Raw -138619.614057 + Penalty 2294.654819 = -136324.959238
  nChanged 3
		SP:Iteration 18Q (20006.150000 sec): 3 clusters
  Score: Raw -138621.302053 + Penalty 2294.654819 = -136326.647234
  nChanged 1
		SP:Iteration 19Q (20006.350000 sec): 3 clusters
  Score: Raw -138622.175821 + Penalty 2294.654819 = -136327.521002
  nChanged 0
		SP:Iteration 20F (20006.510000 sec): 3 clusters
  Score: Raw -138622.175821 + Penalty 2294.654819 = -136327.521002
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 36 (687 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (20006.620000 sec): 2 clusters
  Score: Raw -81013.473129 + Penalty 1061.504322 = -79951.968806
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (20006.790000 sec): 3 clusters
  Score: Raw -80825.001731 + Penalty 2123.008645 = -78701.993086
  nChanged 177
		SP:Iteration 1F (20006.990000 sec): 3 clusters
  Score: Raw -81010.151784 + Penalty 2123.008645 = -78887.143139
  nChanged 43
		SP:Iteration 2F (20007.160000 sec): 3 clusters
  Score: Raw -81067.694044 + Penalty 2123.008645 = -78944.685399
  nChanged 24
		SP:Iteration 3Q (20007.350000 sec): 3 clusters
  Score: Raw -81091.204671 + Penalty 2123.008645 = -78968.196026
  nChanged 11
		SP:Iteration 4Q (20007.570000 sec): 3 clusters
  Score: Raw -81104.666960 + Penalty 2123.008645 = -78981.658315
  nChanged 4
		SP:Iteration 5Q (20007.760000 sec): 3 clusters
  Score: Raw -81113.735642 + Penalty 2123.008645 = -78990.726997
  nChanged 5
		SP:Iteration 6Q (20007.920000 sec): 3 clusters
  Score: Raw -81120.387064 + Penalty 2123.008645 = -78997.378419
  nChanged 3
		SP:Iteration 7Q (20008.070000 sec): 3 clusters
  Score: Raw -81123.869334 + Penalty 2123.008645 = -79000.860689
  nChanged 3
		SP:Iteration 8Q (20008.260000 sec): 3 clusters
  Score: Raw -81128.006813 + Penalty 2123.008645 = -79004.998168
  nChanged 2
		SP:Iteration 9Q (20008.420000 sec): 3 clusters
  Score: Raw -81129.795737 + Penalty 2123.008645 = -79006.787092
  nChanged 1
		SP:Iteration 10Q (20008.570000 sec): 3 clusters
  Score: Raw -81133.515284 + Penalty 2123.008645 = -79010.506639
  nChanged 3
		SP:Iteration 11Q (20008.760000 sec): 3 clusters
  Score: Raw -81135.372032 + Penalty 2123.008645 = -79012.363387
  nChanged 1
		SP:Iteration 12Q (20008.900000 sec): 3 clusters
  Score: Raw -81138.993407 + Penalty 2123.008645 = -79015.984762
  nChanged 2
		SP:Iteration 13Q (20009.090000 sec): 3 clusters
  Score: Raw -81143.975238 + Penalty 2123.008645 = -79020.966593
  nChanged 4
		SP:Iteration 14Q (20009.200000 sec): 3 clusters
  Score: Raw -81149.753386 + Penalty 2123.008645 = -79026.744741
  nChanged 3
		SP:Iteration 15Q (20009.370000 sec): 3 clusters
  Score: Raw -81153.223823 + Penalty 2123.008645 = -79030.215178
  nChanged 1
		SP:Iteration 16Q (20009.550000 sec): 3 clusters
  Score: Raw -81154.878387 + Penalty 2123.008645 = -79031.869742
  nChanged 2
		SP:Iteration 17Q (20009.680000 sec): 3 clusters
  Score: Raw -81156.352176 + Penalty 2123.008645 = -79033.343531
  nChanged 2
		SP:Iteration 18Q (20009.810000 sec): 3 clusters
  Score: Raw -81159.114793 + Penalty 2123.008645 = -79036.106148
  nChanged 3
		SP:Iteration 19Q (20009.950000 sec): 3 clusters
  Score: Raw -81163.146993 + Penalty 2123.008645 = -79040.138348
  nChanged 3
		SP:Iteration 20F (20010.080000 sec): 3 clusters
  Score: Raw -81168.772829 + Penalty 2123.008645 = -79045.764184
  nChanged 6
		SP:Iteration 21Q (20010.260000 sec): 3 clusters
  Score: Raw -81177.580908 + Penalty 2123.008645 = -79054.572263
  nChanged 3
		SP:Iteration 22Q (20010.420000 sec): 3 clusters
  Score: Raw -81179.359725 + Penalty 2123.008645 = -79056.351080
  nChanged 4
		SP:Iteration 23Q (20010.560000 sec): 3 clusters
  Score: Raw -81183.087835 + Penalty 2123.008645 = -79060.079190
  nChanged 2
		SP:Iteration 24Q (20010.750000 sec): 3 clusters
  Score: Raw -81184.445136 + Penalty 2123.008645 = -79061.436491
  nChanged 0
		SP:Iteration 25F (20010.860000 sec): 3 clusters
  Score: Raw -81184.445136 + Penalty 2123.008645 = -79061.436491
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 37 (1729 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (20010.970000 sec): 2 clusters
  Score: Raw -221576.217398 + Penalty 1211.486004 = -220364.731394
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (20011.110000 sec): 3 clusters
  Score: Raw -220898.190901 + Penalty 2422.972008 = -218475.218893
  nChanged 610
		SP:Iteration 1F (20011.250000 sec): 3 clusters
  Score: Raw -221380.238989 + Penalty 2422.972008 = -218957.266981
  nChanged 174
		SP:Iteration 2F (20011.430000 sec): 3 clusters
  Score: Raw -221566.976722 + Penalty 2422.972008 = -219144.004714
  nChanged 115
		SP:Iteration 3F (20011.570000 sec): 3 clusters
  Score: Raw -221683.615998 + Penalty 2422.972008 = -219260.643990
  nChanged 86
		SP:Iteration 4Q (20011.660000 sec): 3 clusters
  Score: Raw -221764.146582 + Penalty 2422.972008 = -219341.174574
  nChanged 58
		SP:Iteration 5Q (20011.840000 sec): 3 clusters
  Score: Raw -221811.039828 + Penalty 2422.972008 = -219388.067820
  nChanged 36
		SP:Iteration 6Q (20011.980000 sec): 3 clusters
  Score: Raw -221847.758120 + Penalty 2422.972008 = -219424.786112
  nChanged 36
		SP:Iteration 7Q (20012.120000 sec): 3 clusters
  Score: Raw -221883.302500 + Penalty 2422.972008 = -219460.330492
  nChanged 28
		SP:Iteration 8Q (20012.250000 sec): 3 clusters
  Score: Raw -221910.526505 + Penalty 2422.972008 = -219487.554497
  nChanged 29
		SP:Iteration 9Q (20012.420000 sec): 3 clusters
  Score: Raw -221936.134627 + Penalty 2422.972008 = -219513.162619
  nChanged 25
		SP:Iteration 10Q (20012.600000 sec): 3 clusters
  Score: Raw -221961.858165 + Penalty 2422.972008 = -219538.886157
  nChanged 25
		SP:Iteration 11Q (20012.770000 sec): 3 clusters
  Score: Raw -221984.536431 + Penalty 2422.972008 = -219561.564423
  nChanged 21
		SP:Iteration 12Q (20012.910000 sec): 3 clusters
  Score: Raw -222000.389127 + Penalty 2422.972008 = -219577.417120
  nChanged 18
		SP:Iteration 13Q (20013.080000 sec): 3 clusters
  Score: Raw -222020.004133 + Penalty 2422.972008 = -219597.032125
  nChanged 23
		SP:Iteration 14Q (20013.260000 sec): 3 clusters
  Score: Raw -222042.929050 + Penalty 2422.972008 = -219619.957042
  nChanged 17
		SP:Iteration 15Q (20013.420000 sec): 3 clusters
  Score: Raw -222061.950446 + Penalty 2422.972008 = -219638.978438
  nChanged 15
		SP:Iteration 16Q (20013.610000 sec): 3 clusters
  Score: Raw -222076.856216 + Penalty 2422.972008 = -219653.884208
  nChanged 11
		SP:Iteration 17Q (20013.740000 sec): 3 clusters
  Score: Raw -222083.508770 + Penalty 2422.972008 = -219660.536762
  nChanged 9
		SP:Iteration 18Q (20013.880000 sec): 3 clusters
  Score: Raw -222092.412964 + Penalty 2422.972008 = -219669.440956
  nChanged 4
		SP:Iteration 19Q (20014.060000 sec): 3 clusters
  Score: Raw -222096.504807 + Penalty 2422.972008 = -219673.532799
  nChanged 3
		SP:Iteration 20F (20014.200000 sec): 3 clusters
  Score: Raw -222099.520641 + Penalty 2422.972008 = -219676.548633
  nChanged 5
		SP:Iteration 21Q (20014.370000 sec): 3 clusters
  Score: Raw -222104.869965 + Penalty 2422.972008 = -219681.897957
  nChanged 9
		SP:Iteration 22Q (20014.530000 sec): 3 clusters
  Score: Raw -222114.564123 + Penalty 2422.972008 = -219691.592115
  nChanged 16
		SP:Iteration 23Q (20014.740000 sec): 3 clusters
  Score: Raw -222131.025901 + Penalty 2422.972008 = -219708.053894
  nChanged 13
		SP:Iteration 24Q (20014.940000 sec): 3 clusters
  Score: Raw -222143.227071 + Penalty 2422.972008 = -219720.255063
  nChanged 10
		SP:Iteration 25Q (20015.060000 sec): 3 clusters
  Score: Raw -222149.415148 + Penalty 2422.972008 = -219726.443140
  nChanged 6
		SP:Iteration 26Q (20015.190000 sec): 3 clusters
  Score: Raw -222152.958679 + Penalty 2422.972008 = -219729.986671
  nChanged 3
		SP:Iteration 27Q (20015.340000 sec): 3 clusters
  Score: Raw -222155.830141 + Penalty 2422.972008 = -219732.858133
  nChanged 2
		SP:Iteration 28Q (20015.480000 sec): 3 clusters
  Score: Raw -222158.189765 + Penalty 2422.972008 = -219735.217757
  nChanged 4
		SP:Iteration 29Q (20015.630000 sec): 3 clusters
  Score: Raw -222161.146475 + Penalty 2422.972008 = -219738.174467
  nChanged 6
		SP:Iteration 30Q (20015.770000 sec): 3 clusters
  Score: Raw -222165.302321 + Penalty 2422.972008 = -219742.330313
  nChanged 5
		SP:Iteration 31Q (20015.910000 sec): 3 clusters
  Score: Raw -222168.806649 + Penalty 2422.972008 = -219745.834641
  nChanged 4
		SP:Iteration 32Q (20016.060000 sec): 3 clusters
  Score: Raw -222171.743978 + Penalty 2422.972008 = -219748.771970
  nChanged 3
		SP:Iteration 33Q (20016.210000 sec): 3 clusters
  Score: Raw -222173.774561 + Penalty 2422.972008 = -219750.802553
  nChanged 1
		SP:Iteration 34Q (20016.340000 sec): 3 clusters
  Score: Raw -222174.731687 + Penalty 2422.972008 = -219751.759679
  nChanged 1
		SP:Iteration 35Q (20016.490000 sec): 3 clusters
  Score: Raw -222175.172960 + Penalty 2422.972008 = -219752.200952
  nChanged 0
		SP:Iteration 36F (20016.630000 sec): 3 clusters
  Score: Raw -222175.172960 + Penalty 2422.972008 = -219752.200952
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 38 (242 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (20016.710000 sec): 2 clusters
  Score: Raw -22871.577263 + Penalty 891.952381 = -21979.624882
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (20016.850000 sec): 3 clusters
  Score: Raw -23025.035442 + Penalty 1783.904761 = -21241.130681
  nChanged 36
		SP:Iteration 1F (20016.990000 sec): 3 clusters
  Score: Raw -23184.324855 + Penalty 1783.904761 = -21400.420094
  nChanged 12
		SP:Iteration 2Q (20017.130000 sec): 3 clusters
  Score: Raw -23250.194625 + Penalty 1783.904761 = -21466.289864
  nChanged 6
		SP:Iteration 3Q (20017.280000 sec): 3 clusters
  Score: Raw -23289.115154 + Penalty 1783.904761 = -21505.210393
  nChanged 8
		SP:Iteration 4Q (20017.420000 sec): 3 clusters
  Score: Raw -23327.253920 + Penalty 1783.904761 = -21543.349159
  nChanged 3
		SP:Iteration 5Q (20017.570000 sec): 3 clusters
  Score: Raw -23334.063405 + Penalty 1783.904761 = -21550.158644
  nChanged 2
		SP:Iteration 6Q (20017.710000 sec): 3 clusters
  Score: Raw -23345.133485 + Penalty 1783.904761 = -21561.228724
  nChanged 0
		SP:Iteration 7F (20017.850000 sec): 3 clusters
  Score: Raw -23345.133485 + Penalty 1783.904761 = -21561.228724
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 39 (9798 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (20017.990000 sec): 2 clusters
  Score: Raw -1123808.687533 + Penalty 1493.364204 = -1122315.323329
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (20018.260000 sec): 3 clusters
  Score: Raw -1118262.929133 + Penalty 2986.728408 = -1115276.200725
  nChanged 4214
		SP:Iteration 1F (20018.440000 sec): 3 clusters
  Score: Raw -1120828.952540 + Penalty 2986.728408 = -1117842.224132
  nChanged 810
		SP:Iteration 2F (20018.660000 sec): 3 clusters
  Score: Raw -1121374.461956 + Penalty 2986.728408 = -1118387.733548
  nChanged 692
		SP:Iteration 3F (20018.840000 sec): 3 clusters
  Score: Raw -1121780.863662 + Penalty 2986.728408 = -1118794.135254
  nChanged 549
		SP:Iteration 4F (20019.020000 sec): 3 clusters
  Score: Raw -1122082.204546 + Penalty 2986.728408 = -1119095.476138
  nChanged 491
		SP:Iteration 5F (20019.280000 sec): 3 clusters
  Score: Raw -1122340.564219 + Penalty 2986.728408 = -1119353.835812
  nChanged 431
		SP:Iteration 6Q (20019.490000 sec): 3 clusters
  Score: Raw -1122587.059986 + Penalty 2986.728408 = -1119600.331579
  nChanged 394
		SP:Iteration 7Q (20019.730000 sec): 3 clusters
  Score: Raw -1122803.399944 + Penalty 2986.728408 = -1119816.671536
  nChanged 364
		SP:Iteration 8Q (20019.980000 sec): 3 clusters
  Score: Raw -1122986.368610 + Penalty 2986.728408 = -1119999.640203
  nChanged 307
		SP:Iteration 9Q (20020.210000 sec): 3 clusters
  Score: Raw -1123142.591359 + Penalty 2986.728408 = -1120155.862951
  nChanged 294
		SP:Iteration 10Q (20020.400000 sec): 3 clusters
  Score: Raw -1123266.402172 + Penalty 2986.728408 = -1120279.673764
  nChanged 252
		SP:Iteration 11Q (20020.600000 sec): 3 clusters
  Score: Raw -1123371.538014 + Penalty 2986.728408 = -1120384.809607
  nChanged 222
		SP:Iteration 12Q (20020.800000 sec): 3 clusters
  Score: Raw -1123475.187978 + Penalty 2986.728408 = -1120488.459570
  nChanged 198
		SP:Iteration 13Q (20021.050000 sec): 3 clusters
  Score: Raw -1123556.007388 + Penalty 2986.728408 = -1120569.278981
  nChanged 175
		SP:Iteration 14Q (20021.320000 sec): 3 clusters
  Score: Raw -1123624.913116 + Penalty 2986.728408 = -1120638.184709
  nChanged 167
		SP:Iteration 15Q (20021.610000 sec): 3 clusters
  Score: Raw -1123686.251276 + Penalty 2986.728408 = -1120699.522868
  nChanged 153
		SP:Iteration 16Q (20021.870000 sec): 3 clusters
  Score: Raw -1123736.884341 + Penalty 2986.728408 = -1120750.155933
  nChanged 130
		SP:Iteration 17Q (20022.120000 sec): 3 clusters
  Score: Raw -1123778.932213 + Penalty 2986.728408 = -1120792.203805
  nChanged 131
		SP:Iteration 18Q (20022.320000 sec): 3 clusters
  Score: Raw -1123817.198033 + Penalty 2986.728408 = -1120830.469626
  nChanged 114
		SP:Iteration 19Q (20022.550000 sec): 3 clusters
  Score: Raw -1123852.095567 + Penalty 2986.728408 = -1120865.367159
  nChanged 109
		SP:Iteration 20F (20022.750000 sec): 3 clusters
  Score: Raw -1123886.994687 + Penalty 2986.728408 = -1120900.266280
  nChanged 109
		SP:Iteration 21Q (20022.950000 sec): 3 clusters
  Score: Raw -1123918.036704 + Penalty 2986.728408 = -1120931.308296
  nChanged 95
		SP:Iteration 22Q (20023.180000 sec): 3 clusters
  Score: Raw -1123946.292107 + Penalty 2986.728408 = -1120959.563699
  nChanged 94
		SP:Iteration 23Q (20023.410000 sec): 3 clusters
  Score: Raw -1123974.123350 + Penalty 2986.728408 = -1120987.394942
  nChanged 80
		SP:Iteration 24Q (20023.600000 sec): 3 clusters
  Score: Raw -1123995.671662 + Penalty 2986.728408 = -1121008.943254
  nChanged 80
		SP:Iteration 25Q (20023.790000 sec): 3 clusters
  Score: Raw -1124015.937242 + Penalty 2986.728408 = -1121029.208834
  nChanged 57
		SP:Iteration 26Q (20024.050000 sec): 3 clusters
  Score: Raw -1124029.038228 + Penalty 2986.728408 = -1121042.309820
  nChanged 63
		SP:Iteration 27Q (20024.270000 sec): 3 clusters
  Score: Raw -1124045.703929 + Penalty 2986.728408 = -1121058.975522
  nChanged 58
		SP:Iteration 28Q (20024.470000 sec): 3 clusters
  Score: Raw -1124059.687772 + Penalty 2986.728408 = -1121072.959364
  nChanged 53
		SP:Iteration 29Q (20024.690000 sec): 3 clusters
  Score: Raw -1124073.355907 + Penalty 2986.728408 = -1121086.627499
  nChanged 44
		SP:Iteration 30Q (20024.940000 sec): 3 clusters
  Score: Raw -1124085.087128 + Penalty 2986.728408 = -1121098.358720
  nChanged 52
		SP:Iteration 31Q (20025.220000 sec): 3 clusters
  Score: Raw -1124097.821366 + Penalty 2986.728408 = -1121111.092958
  nChanged 43
		SP:Iteration 32Q (20025.410000 sec): 3 clusters
  Score: Raw -1124108.202568 + Penalty 2986.728408 = -1121121.474160
  nChanged 39
		SP:Iteration 33Q (20025.640000 sec): 3 clusters
  Score: Raw -1124117.296002 + Penalty 2986.728408 = -1121130.567594
  nChanged 45
		SP:Iteration 34Q (20025.930000 sec): 3 clusters
  Score: Raw -1124125.900024 + Penalty 2986.728408 = -1121139.171616
  nChanged 38
		SP:Iteration 35Q (20026.190000 sec): 3 clusters
  Score: Raw -1124133.230378 + Penalty 2986.728408 = -1121146.501970
  nChanged 35
		SP:Iteration 36Q (20026.390000 sec): 3 clusters
  Score: Raw -1124139.744521 + Penalty 2986.728408 = -1121153.016113
  nChanged 27
		SP:Iteration 37Q (20026.610000 sec): 3 clusters
  Score: Raw -1124144.654456 + Penalty 2986.728408 = -1121157.926048
  nChanged 28
		SP:Iteration 38Q (20026.780000 sec): 3 clusters
  Score: Raw -1124149.340881 + Penalty 2986.728408 = -1121162.612473
  nChanged 22
		SP:Iteration 39Q (20026.960000 sec): 3 clusters
  Score: Raw -1124153.467328 + Penalty 2986.728408 = -1121166.738921
  nChanged 28
		SP:Iteration 40F (20027.200000 sec): 3 clusters
  Score: Raw -1124159.218306 + Penalty 2986.728408 = -1121172.489898
  nChanged 32
		SP:Iteration 41Q (20027.430000 sec): 3 clusters
  Score: Raw -1124167.807326 + Penalty 2986.728408 = -1121181.078918
  nChanged 44
		SP:Iteration 42Q (20027.590000 sec): 3 clusters
  Score: Raw -1124178.269813 + Penalty 2986.728408 = -1121191.541405
  nChanged 42
		SP:Iteration 43Q (20027.870000 sec): 3 clusters
  Score: Raw -1124188.659755 + Penalty 2986.728408 = -1121201.931347
  nChanged 39
		SP:Iteration 44Q (20028.050000 sec): 3 clusters
  Score: Raw -1124197.792599 + Penalty 2986.728408 = -1121211.064191
  nChanged 43
		SP:Iteration 45Q (20028.290000 sec): 3 clusters
  Score: Raw -1124207.677761 + Penalty 2986.728408 = -1121220.949353
  nChanged 44
		SP:Iteration 46Q (20028.570000 sec): 3 clusters
  Score: Raw -1124217.077611 + Penalty 2986.728408 = -1121230.349203
  nChanged 37
		SP:Iteration 47Q (20028.780000 sec): 3 clusters
  Score: Raw -1124226.182349 + Penalty 2986.728408 = -1121239.453941
  nChanged 37
		SP:Iteration 48Q (20029.040000 sec): 3 clusters
  Score: Raw -1124237.554409 + Penalty 2986.728408 = -1121250.826001
  nChanged 52
		SP:Iteration 49Q (20029.240000 sec): 3 clusters
  Score: Raw -1124256.622760 + Penalty 2986.728408 = -1121269.894352
  nChanged 63
		SP:Iteration 50Q (20029.460000 sec): 3 clusters
  Score: Raw -1124280.301961 + Penalty 2986.728408 = -1121293.573553
  nChanged 61
		SP:Iteration 51Q (20029.580000 sec): 3 clusters
  Score: Raw -1124304.315905 + Penalty 2986.728408 = -1121317.587498
  nChanged 69
		SP:Iteration 52Q (20029.800000 sec): 3 clusters
  Score: Raw -1124328.718251 + Penalty 2986.728408 = -1121341.989843
  nChanged 73
		SP:Iteration 53Q (20029.990000 sec): 3 clusters
  Score: Raw -1124355.938165 + Penalty 2986.728408 = -1121369.209757
  nChanged 70
		SP:Iteration 54Q (20030.180000 sec): 3 clusters
  Score: Raw -1124379.078308 + Penalty 2986.728408 = -1121392.349900
  nChanged 67
		SP:Iteration 55Q (20030.370000 sec): 3 clusters
  Score: Raw -1124397.884366 + Penalty 2986.728408 = -1121411.155959
  nChanged 53
		SP:Iteration 56Q (20030.540000 sec): 3 clusters
  Score: Raw -1124411.647921 + Penalty 2986.728408 = -1121424.919514
  nChanged 38
		SP:Iteration 57Q (20030.730000 sec): 3 clusters
  Score: Raw -1124420.601037 + Penalty 2986.728408 = -1121433.872629
  nChanged 31
		SP:Iteration 58Q (20031.020000 sec): 3 clusters
  Score: Raw -1124426.816013 + Penalty 2986.728408 = -1121440.087606
  nChanged 27
		SP:Iteration 59Q (20031.240000 sec): 3 clusters
  Score: Raw -1124431.359045 + Penalty 2986.728408 = -1121444.630637
  nChanged 19
		SP:Iteration 60F (20031.460000 sec): 3 clusters
  Score: Raw -1124435.222065 + Penalty 2986.728408 = -1121448.493658
  nChanged 20
		SP:Iteration 61Q (20031.660000 sec): 3 clusters
  Score: Raw -1124439.418020 + Penalty 2986.728408 = -1121452.689612
  nChanged 18
		SP:Iteration 62Q (20031.900000 sec): 3 clusters
  Score: Raw -1124442.993029 + Penalty 2986.728408 = -1121456.264621
  nChanged 20
		SP:Iteration 63Q (20032.140000 sec): 3 clusters
  Score: Raw -1124447.729195 + Penalty 2986.728408 = -1121461.000787
  nChanged 23
		SP:Iteration 64Q (20032.320000 sec): 3 clusters
  Score: Raw -1124453.566408 + Penalty 2986.728408 = -1121466.838001
  nChanged 25
		SP:Iteration 65Q (20032.510000 sec): 3 clusters
  Score: Raw -1124458.849783 + Penalty 2986.728408 = -1121472.121375
  nChanged 21
		SP:Iteration 66Q (20032.770000 sec): 3 clusters
  Score: Raw -1124462.778100 + Penalty 2986.728408 = -1121476.049692
  nChanged 16
		SP:Iteration 67Q (20032.990000 sec): 3 clusters
  Score: Raw -1124466.253328 + Penalty 2986.728408 = -1121479.524920
  nChanged 16
		SP:Iteration 68Q (20033.180000 sec): 3 clusters
  Score: Raw -1124469.504925 + Penalty 2986.728408 = -1121482.776517
  nChanged 12
		SP:Iteration 69Q (20033.380000 sec): 3 clusters
  Score: Raw -1124471.707815 + Penalty 2986.728408 = -1121484.979408
  nChanged 9
		SP:Iteration 70Q (20033.590000 sec): 3 clusters
  Score: Raw -1124472.909002 + Penalty 2986.728408 = -1121486.180594
  nChanged 4
		SP:Iteration 71Q (20033.880000 sec): 3 clusters
  Score: Raw -1124473.512281 + Penalty 2986.728408 = -1121486.783874
  nChanged 3
		SP:Iteration 72Q (20034.070000 sec): 3 clusters
  Score: Raw -1124473.894634 + Penalty 2986.728408 = -1121487.166227
  nChanged 1
		SP:Iteration 73Q (20034.240000 sec): 3 clusters
  Score: Raw -1124473.953397 + Penalty 2986.728408 = -1121487.224989
  nChanged 1
		SP:Iteration 74Q (20034.430000 sec): 3 clusters
  Score: Raw -1124474.012176 + Penalty 2986.728408 = -1121487.283768
  nChanged 0
		SP:Iteration 75F (20034.620000 sec): 3 clusters
  Score: Raw -1124474.012176 + Penalty 2986.728408 = -1121487.283768
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 40 (361 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (20034.760000 sec): 2 clusters
  Score: Raw -27747.681865 + Penalty 956.942668 = -26790.739197
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (20034.880000 sec): 3 clusters
  Score: Raw -27807.277874 + Penalty 1913.885336 = -25893.392538
  nChanged 80
		SP:Iteration 1F (20035.020000 sec): 3 clusters
  Score: Raw -28054.053806 + Penalty 1913.885336 = -26140.168469
  nChanged 41
		SP:Iteration 2F (20035.160000 sec): 3 clusters
  Score: Raw -28223.153671 + Penalty 1913.885336 = -26309.268335
  nChanged 17
		SP:Iteration 3Q (20035.280000 sec): 3 clusters
  Score: Raw -28295.524854 + Penalty 1913.885336 = -26381.639517
  nChanged 11
		SP:Iteration 4Q (20035.420000 sec): 3 clusters
  Score: Raw -28345.346097 + Penalty 1913.885336 = -26431.460760
  nChanged 11
		SP:Iteration 5Q (20035.640000 sec): 3 clusters
  Score: Raw -28395.511739 + Penalty 1913.885336 = -26481.626403
  nChanged 10
		SP:Iteration 6Q (20035.810000 sec): 3 clusters
  Score: Raw -28440.326649 + Penalty 1913.885336 = -26526.441312
  nChanged 7
		SP:Iteration 7Q (20035.960000 sec): 3 clusters
  Score: Raw -28490.782230 + Penalty 1913.885336 = -26576.896893
  nChanged 6
		SP:Iteration 8Q (20036.040000 sec): 3 clusters
  Score: Raw -28572.318968 + Penalty 1913.885336 = -26658.433631
  nChanged 7
		SP:Iteration 9Q (20036.180000 sec): 3 clusters
  Score: Raw -28657.261798 + Penalty 1913.885336 = -26743.376462
  nChanged 5
		SP:Iteration 10Q (20036.320000 sec): 3 clusters
  Score: Raw -28732.366982 + Penalty 1913.885336 = -26818.481645
  nChanged 6
		SP:Iteration 11Q (20036.440000 sec): 3 clusters
  Score: Raw -28914.016143 + Penalty 1913.885336 = -27000.130806
  nChanged 6
		SP:Iteration 12Q (20036.600000 sec): 3 clusters
  Score: Raw -29062.397000 + Penalty 1913.885336 = -27148.511663
  nChanged 3
		SP:Iteration 13Q (20036.740000 sec): 3 clusters
  Score: Raw -29096.131511 + Penalty 1913.885336 = -27182.246174
  nChanged 1
		SP:Iteration 14Q (20036.880000 sec): 3 clusters
  Score: Raw -29098.506020 + Penalty 1913.885336 = -27184.620683
  nChanged 0
		SP:Iteration 15F (20037.030000 sec): 3 clusters
  Score: Raw -29098.506020 + Penalty 1913.885336 = -27184.620683
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 71.
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 41 (983 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (20037.160000 sec): 2 clusters
  Score: Raw -122269.950861 + Penalty 1119.723982 = -121150.226879
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (20037.430000 sec): 3 clusters
  Score: Raw -121946.758863 + Penalty 2239.447964 = -119707.310899
  nChanged 270
		SP:Iteration 1F (20037.670000 sec): 3 clusters
  Score: Raw -122177.324455 + Penalty 2239.447964 = -119937.876491
  nChanged 65
		SP:Iteration 2F (20037.830000 sec): 3 clusters
  Score: Raw -122251.768543 + Penalty 2239.447964 = -120012.320579
  nChanged 34
		SP:Iteration 3Q (20038.060000 sec): 3 clusters
  Score: Raw -122281.181599 + Penalty 2239.447964 = -120041.733635
  nChanged 22
		SP:Iteration 4Q (20038.250000 sec): 3 clusters
  Score: Raw -122299.188344 + Penalty 2239.447964 = -120059.740380
  nChanged 15
		SP:Iteration 5Q (20038.390000 sec): 3 clusters
  Score: Raw -122310.970180 + Penalty 2239.447964 = -120071.522216
  nChanged 10
		SP:Iteration 6Q (20038.570000 sec): 3 clusters
  Score: Raw -122317.881462 + Penalty 2239.447964 = -120078.433498
  nChanged 6
		SP:Iteration 7Q (20038.780000 sec): 3 clusters
  Score: Raw -122322.708667 + Penalty 2239.447964 = -120083.260703
  nChanged 4
		SP:Iteration 8Q (20038.890000 sec): 3 clusters
  Score: Raw -122325.214185 + Penalty 2239.447964 = -120085.766221
  nChanged 3
		SP:Iteration 9Q (20039.030000 sec): 3 clusters
  Score: Raw -122326.861128 + Penalty 2239.447964 = -120087.413164
  nChanged 3
		SP:Iteration 10Q (20039.230000 sec): 3 clusters
  Score: Raw -122332.462229 + Penalty 2239.447964 = -120093.014265
  nChanged 5
		SP:Iteration 11Q (20039.430000 sec): 3 clusters
  Score: Raw -122340.113106 + Penalty 2239.447964 = -120100.665142
  nChanged 7
		SP:Iteration 12Q (20039.560000 sec): 3 clusters
  Score: Raw -122346.347831 + Penalty 2239.447964 = -120106.899867
  nChanged 5
		SP:Iteration 13Q (20039.710000 sec): 3 clusters
  Score: Raw -122351.343773 + Penalty 2239.447964 = -120111.895809
  nChanged 5
		SP:Iteration 14Q (20039.880000 sec): 3 clusters
  Score: Raw -122354.497160 + Penalty 2239.447964 = -120115.049196
  nChanged 3
		SP:Iteration 15Q (20040.050000 sec): 3 clusters
  Score: Raw -122356.548326 + Penalty 2239.447964 = -120117.100362
  nChanged 5
		SP:Iteration 16Q (20040.150000 sec): 3 clusters
  Score: Raw -122360.342197 + Penalty 2239.447964 = -120120.894233
  nChanged 5
		SP:Iteration 17Q (20040.170000 sec): 3 clusters
  Score: Raw -122363.842725 + Penalty 2239.447964 = -120124.394761
  nChanged 3
		SP:Iteration 18Q (20040.190000 sec): 3 clusters
  Score: Raw -122365.692931 + Penalty 2239.447964 = -120126.244966
  nChanged 2
		SP:Iteration 19Q (20040.340000 sec): 3 clusters
  Score: Raw -122366.476792 + Penalty 2239.447964 = -120127.028828
  nChanged 0
		SP:Iteration 20F (20040.470000 sec): 3 clusters
  Score: Raw -122366.476792 + Penalty 2239.447964 = -120127.028828
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 42 (417 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (20040.570000 sec): 2 clusters
  Score: Raw -45265.516309 + Penalty 980.376511 = -44285.139798
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (20040.760000 sec): 3 clusters
  Score: Raw -45267.765976 + Penalty 1960.753022 = -43307.012953
  nChanged 102
		SP:Iteration 1F (20040.890000 sec): 3 clusters
  Score: Raw -45464.248870 + Penalty 1960.753022 = -43503.495848
  nChanged 32
		SP:Iteration 2F (20041.070000 sec): 3 clusters
  Score: Raw -45566.742536 + Penalty 1960.753022 = -43605.989514
  nChanged 20
		SP:Iteration 3Q (20041.170000 sec): 3 clusters
  Score: Raw -45623.553727 + Penalty 1960.753022 = -43662.800705
  nChanged 6
		SP:Iteration 4Q (20041.330000 sec): 3 clusters
  Score: Raw -45643.379386 + Penalty 1960.753022 = -43682.626364
  nChanged 5
		SP:Iteration 5Q (20041.480000 sec): 3 clusters
  Score: Raw -45667.705449 + Penalty 1960.753022 = -43706.952427
  nChanged 5
		SP:Iteration 6Q (20041.600000 sec): 3 clusters
  Score: Raw -45676.809292 + Penalty 1960.753022 = -43716.056270
  nChanged 2
		SP:Iteration 7Q (20041.750000 sec): 3 clusters
  Score: Raw -45679.908049 + Penalty 1960.753022 = -43719.155027
  nChanged 0
		SP:Iteration 8F (20041.890000 sec): 3 clusters
  Score: Raw -45679.908049 + Penalty 1960.753022 = -43719.155027
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 43 (3004 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (20042.000000 sec): 2 clusters
  Score: Raw -335192.245949 + Penalty 1301.251252 = -333890.994697
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (20042.150000 sec): 3 clusters
  Score: Raw -333744.352394 + Penalty 2602.502504 = -331141.849890
  nChanged 1137
		SP:Iteration 1F (20042.280000 sec): 3 clusters
  Score: Raw -334443.954696 + Penalty 2602.502504 = -331841.452191
  nChanged 295
		SP:Iteration 2F (20042.480000 sec): 3 clusters
  Score: Raw -334686.616520 + Penalty 2602.502504 = -332084.114016
  nChanged 227
		SP:Iteration 3F (20042.620000 sec): 3 clusters
  Score: Raw -334898.885974 + Penalty 2602.502504 = -332296.383470
  nChanged 182
		SP:Iteration 4F (20042.750000 sec): 3 clusters
  Score: Raw -335043.757816 + Penalty 2602.502504 = -332441.255312
  nChanged 144
		SP:Iteration 5Q (20042.940000 sec): 3 clusters
  Score: Raw -335144.513303 + Penalty 2602.502504 = -332542.010798
  nChanged 101
		SP:Iteration 6Q (20043.100000 sec): 3 clusters
  Score: Raw -335228.233885 + Penalty 2602.502504 = -332625.731380
  nChanged 103
		SP:Iteration 7Q (20043.240000 sec): 3 clusters
  Score: Raw -335303.980517 + Penalty 2602.502504 = -332701.478013
  nChanged 94
		SP:Iteration 8Q (20043.400000 sec): 3 clusters
  Score: Raw -335380.289800 + Penalty 2602.502504 = -332777.787296
  nChanged 100
		SP:Iteration 9Q (20043.570000 sec): 3 clusters
  Score: Raw -335458.195583 + Penalty 2602.502504 = -332855.693079
  nChanged 82
		SP:Iteration 10Q (20043.720000 sec): 3 clusters
  Score: Raw -335521.178199 + Penalty 2602.502504 = -332918.675694
  nChanged 70
		SP:Iteration 11Q (20043.900000 sec): 3 clusters
  Score: Raw -335559.947828 + Penalty 2602.502504 = -332957.445324
  nChanged 41
		SP:Iteration 12Q (20044.020000 sec): 3 clusters
  Score: Raw -335582.689092 + Penalty 2602.502504 = -332980.186588
  nChanged 34
		SP:Iteration 13Q (20044.180000 sec): 3 clusters
  Score: Raw -335600.453207 + Penalty 2602.502504 = -332997.950702
  nChanged 38
		SP:Iteration 14Q (20044.360000 sec): 3 clusters
  Score: Raw -335633.839562 + Penalty 2602.502504 = -333031.337058
  nChanged 42
		SP:Iteration 15Q (20044.490000 sec): 3 clusters
  Score: Raw -335677.160398 + Penalty 2602.502504 = -333074.657894
  nChanged 46
		SP:Iteration 16Q (20044.660000 sec): 3 clusters
  Score: Raw -335722.328078 + Penalty 2602.502504 = -333119.825574
  nChanged 54
		SP:Iteration 17Q (20044.790000 sec): 3 clusters
  Score: Raw -335769.323064 + Penalty 2602.502504 = -333166.820559
  nChanged 48
		SP:Iteration 18Q (20044.960000 sec): 3 clusters
  Score: Raw -335812.336693 + Penalty 2602.502504 = -333209.834189
  nChanged 55
		SP:Iteration 19Q (20045.070000 sec): 3 clusters
  Score: Raw -335852.371886 + Penalty 2602.502504 = -333249.869382
  nChanged 55
		SP:Iteration 20F (20045.250000 sec): 3 clusters
  Score: Raw -335886.393512 + Penalty 2602.502504 = -333283.891007
  nChanged 38
		SP:Iteration 21Q (20045.410000 sec): 3 clusters
  Score: Raw -335906.548610 + Penalty 2602.502504 = -333304.046106
  nChanged 31
		SP:Iteration 22Q (20045.550000 sec): 3 clusters
  Score: Raw -335920.023409 + Penalty 2602.502504 = -333317.520905
  nChanged 17
		SP:Iteration 23Q (20045.700000 sec): 3 clusters
  Score: Raw -335926.036789 + Penalty 2602.502504 = -333323.534285
  nChanged 9
		SP:Iteration 24Q (20045.860000 sec): 3 clusters
  Score: Raw -335929.842788 + Penalty 2602.502504 = -333327.340284
  nChanged 9
		SP:Iteration 25Q (20046.000000 sec): 3 clusters
  Score: Raw -335933.190443 + Penalty 2602.502504 = -333330.687939
  nChanged 3
		SP:Iteration 26Q (20046.100000 sec): 3 clusters
  Score: Raw -335933.797541 + Penalty 2602.502504 = -333331.295037
  nChanged 0
		SP:Iteration 27F (20046.270000 sec): 3 clusters
  Score: Raw -335933.797541 + Penalty 2602.502504 = -333331.295037
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 44 (507 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (20046.330000 sec): 2 clusters
  Score: Raw -55956.641185 + Penalty 1012.133038 = -54944.508147
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (20046.480000 sec): 3 clusters
  Score: Raw -55886.490950 + Penalty 2024.266076 = -53862.224874
  nChanged 125
		SP:Iteration 1F (20046.650000 sec): 3 clusters
  Score: Raw -56123.610315 + Penalty 2024.266076 = -54099.344239
  nChanged 37
		SP:Iteration 2F (20046.740000 sec): 3 clusters
  Score: Raw -56204.173525 + Penalty 2024.266076 = -54179.907449
  nChanged 19
		SP:Iteration 3Q (20046.920000 sec): 3 clusters
  Score: Raw -56245.099631 + Penalty 2024.266076 = -54220.833555
  nChanged 12
		SP:Iteration 4Q (20047.120000 sec): 3 clusters
  Score: Raw -56267.403545 + Penalty 2024.266076 = -54243.137469
  nChanged 11
		SP:Iteration 5Q (20047.210000 sec): 3 clusters
  Score: Raw -56291.631833 + Penalty 2024.266076 = -54267.365756
  nChanged 6
		SP:Iteration 6Q (20047.340000 sec): 3 clusters
  Score: Raw -56304.386676 + Penalty 2024.266076 = -54280.120600
  nChanged 6
		SP:Iteration 7Q (20047.490000 sec): 3 clusters
  Score: Raw -56318.373743 + Penalty 2024.266076 = -54294.107667
  nChanged 8
		SP:Iteration 8Q (20047.660000 sec): 3 clusters
  Score: Raw -56332.625558 + Penalty 2024.266076 = -54308.359481
  nChanged 5
		SP:Iteration 9Q (20047.750000 sec): 3 clusters
  Score: Raw -56343.080659 + Penalty 2024.266076 = -54318.814583
  nChanged 3
		SP:Iteration 10Q (20048.010000 sec): 3 clusters
  Score: Raw -56348.271659 + Penalty 2024.266076 = -54324.005583
  nChanged 2
		SP:Iteration 11Q (20048.140000 sec): 3 clusters
  Score: Raw -56356.420599 + Penalty 2024.266076 = -54332.154523
  nChanged 3
		SP:Iteration 12Q (20048.290000 sec): 3 clusters
  Score: Raw -56361.238987 + Penalty 2024.266076 = -54336.972911
  nChanged 4
		SP:Iteration 13Q (20048.530000 sec): 3 clusters
  Score: Raw -56376.802922 + Penalty 2024.266076 = -54352.536845
  nChanged 3
		SP:Iteration 14Q (20048.760000 sec): 3 clusters
  Score: Raw -56386.040035 + Penalty 2024.266076 = -54361.773959
  nChanged 4
		SP:Iteration 15Q (20048.900000 sec): 3 clusters
  Score: Raw -56397.533730 + Penalty 2024.266076 = -54373.267654
  nChanged 3
		SP:Iteration 16Q (20049.080000 sec): 3 clusters
  Score: Raw -56402.840151 + Penalty 2024.266076 = -54378.574075
  nChanged 2
		SP:Iteration 17Q (20049.250000 sec): 3 clusters
  Score: Raw -56406.686143 + Penalty 2024.266076 = -54382.420067
  nChanged 1
		SP:Iteration 18Q (20049.430000 sec): 3 clusters
  Score: Raw -56408.617915 + Penalty 2024.266076 = -54384.351839
  nChanged 1
		SP:Iteration 19Q (20049.550000 sec): 3 clusters
  Score: Raw -56411.878079 + Penalty 2024.266076 = -54387.612003
  nChanged 0
		SP:Iteration 20F (20049.720000 sec): 3 clusters
  Score: Raw -56411.878079 + Penalty 2024.266076 = -54387.612003
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 45 (2846 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (20049.840000 sec): 2 clusters
  Score: Raw -351581.062534 + Penalty 1292.471339 = -350288.591195
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (20050.050000 sec): 3 clusters
  Score: Raw -350299.465636 + Penalty 2584.942678 = -347714.522958
  nChanged 1061
		SP:Iteration 1F (20050.260000 sec): 3 clusters
  Score: Raw -350961.194230 + Penalty 2584.942678 = -348376.251552
  nChanged 208
		SP:Iteration 2F (20050.460000 sec): 3 clusters
  Score: Raw -351108.172493 + Penalty 2584.942678 = -348523.229815
  nChanged 131
		SP:Iteration 3Q (20050.680000 sec): 3 clusters
  Score: Raw -351196.761566 + Penalty 2584.942678 = -348611.818888
  nChanged 97
		SP:Iteration 4Q (20050.850000 sec): 3 clusters
  Score: Raw -351260.830386 + Penalty 2584.942678 = -348675.887708
  nChanged 94
		SP:Iteration 5Q (20050.990000 sec): 3 clusters
  Score: Raw -351322.378446 + Penalty 2584.942678 = -348737.435768
  nChanged 97
		SP:Iteration 6Q (20051.190000 sec): 3 clusters
  Score: Raw -351378.655121 + Penalty 2584.942678 = -348793.712443
  nChanged 85
		SP:Iteration 7Q (20051.380000 sec): 3 clusters
  Score: Raw -351432.557856 + Penalty 2584.942678 = -348847.615178
  nChanged 75
		SP:Iteration 8Q (20051.480000 sec): 3 clusters
  Score: Raw -351473.806497 + Penalty 2584.942678 = -348888.863819
  nChanged 62
		SP:Iteration 9Q (20051.620000 sec): 3 clusters
  Score: Raw -351500.775194 + Penalty 2584.942678 = -348915.832516
  nChanged 52
		SP:Iteration 10Q (20051.750000 sec): 3 clusters
  Score: Raw -351524.876970 + Penalty 2584.942678 = -348939.934292
  nChanged 39
		SP:Iteration 11Q (20051.890000 sec): 3 clusters
  Score: Raw -351542.149716 + Penalty 2584.942678 = -348957.207038
  nChanged 28
		SP:Iteration 12Q (20052.040000 sec): 3 clusters
  Score: Raw -351551.789765 + Penalty 2584.942678 = -348966.847087
  nChanged 19
		SP:Iteration 13Q (20052.200000 sec): 3 clusters
  Score: Raw -351559.223868 + Penalty 2584.942678 = -348974.281190
  nChanged 19
		SP:Iteration 14Q (20052.360000 sec): 3 clusters
  Score: Raw -351569.196219 + Penalty 2584.942678 = -348984.253541
  nChanged 19
		SP:Iteration 15Q (20052.540000 sec): 3 clusters
  Score: Raw -351578.079122 + Penalty 2584.942678 = -348993.136444
  nChanged 24
		SP:Iteration 16Q (20052.740000 sec): 3 clusters
  Score: Raw -351585.556029 + Penalty 2584.942678 = -349000.613351
  nChanged 15
		SP:Iteration 17Q (20052.860000 sec): 3 clusters
  Score: Raw -351589.974827 + Penalty 2584.942678 = -349005.032149
  nChanged 11
		SP:Iteration 18Q (20052.950000 sec): 3 clusters
  Score: Raw -351593.246767 + Penalty 2584.942678 = -349008.304089
  nChanged 7
		SP:Iteration 19Q (20053.070000 sec): 3 clusters
  Score: Raw -351595.054773 + Penalty 2584.942678 = -349010.112095
  nChanged 6
		SP:Iteration 20F (20053.170000 sec): 3 clusters
  Score: Raw -351596.950750 + Penalty 2584.942678 = -349012.008072
  nChanged 7
		SP:Iteration 21Q (20053.350000 sec): 3 clusters
  Score: Raw -351599.454993 + Penalty 2584.942678 = -349014.512315
  nChanged 5
		SP:Iteration 22Q (20053.510000 sec): 3 clusters
  Score: Raw -351600.653934 + Penalty 2584.942678 = -349015.711256
  nChanged 6
		SP:Iteration 23Q (20053.680000 sec): 3 clusters
  Score: Raw -351602.368226 + Penalty 2584.942678 = -349017.425548
  nChanged 4
		SP:Iteration 24Q (20053.850000 sec): 3 clusters
  Score: Raw -351604.396217 + Penalty 2584.942678 = -349019.453539
  nChanged 7
		SP:Iteration 25Q (20054.050000 sec): 3 clusters
  Score: Raw -351606.491245 + Penalty 2584.942678 = -349021.548567
  nChanged 8
		SP:Iteration 26Q (20054.200000 sec): 3 clusters
  Score: Raw -351608.332700 + Penalty 2584.942678 = -349023.390022
  nChanged 5
		SP:Iteration 27Q (20054.430000 sec): 3 clusters
  Score: Raw -351609.803084 + Penalty 2584.942678 = -349024.860406
  nChanged 4
		SP:Iteration 28Q (20054.590000 sec): 3 clusters
  Score: Raw -351610.723236 + Penalty 2584.942678 = -349025.780558
  nChanged 3
		SP:Iteration 29Q (20054.750000 sec): 3 clusters
  Score: Raw -351611.881647 + Penalty 2584.942678 = -349026.938969
  nChanged 3
		SP:Iteration 30Q (20055.030000 sec): 3 clusters
  Score: Raw -351613.151384 + Penalty 2584.942678 = -349028.208706
  nChanged 5
		SP:Iteration 31Q (20055.190000 sec): 3 clusters
  Score: Raw -351614.586409 + Penalty 2584.942678 = -349029.643731
  nChanged 5
		SP:Iteration 32Q (20055.370000 sec): 3 clusters
  Score: Raw -351616.402388 + Penalty 2584.942678 = -349031.459710
  nChanged 5
		SP:Iteration 33Q (20055.570000 sec): 3 clusters
  Score: Raw -351618.038343 + Penalty 2584.942678 = -349033.095665
  nChanged 4
		SP:Iteration 34Q (20055.730000 sec): 3 clusters
  Score: Raw -351619.330254 + Penalty 2584.942678 = -349034.387576
  nChanged 3
		SP:Iteration 35Q (20055.900000 sec): 3 clusters
  Score: Raw -351620.332501 + Penalty 2584.942678 = -349035.389823
  nChanged 1
		SP:Iteration 36Q (20056.070000 sec): 3 clusters
  Score: Raw -351621.165079 + Penalty 2584.942678 = -349036.222401
  nChanged 6
		SP:Iteration 37Q (20056.320000 sec): 3 clusters
  Score: Raw -351622.571185 + Penalty 2584.942678 = -349037.628507
  nChanged 1
		SP:Iteration 38Q (20056.470000 sec): 3 clusters
  Score: Raw -351622.681533 + Penalty 2584.942678 = -349037.738855
  nChanged 0
		SP:Iteration 39F (20056.690000 sec): 3 clusters
  Score: Raw -351622.681533 + Penalty 2584.942678 = -349037.738855
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 46 (303 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (20056.770000 sec): 2 clusters
  Score: Raw -25196.334473 + Penalty 928.481581 = -24267.852892
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (20056.950000 sec): 3 clusters
  Score: Raw -25321.636749 + Penalty 1856.963162 = -23464.673587
  nChanged 73
		SP:Iteration 1F (20057.100000 sec): 3 clusters
  Score: Raw -25604.271221 + Penalty 1856.963162 = -23747.308059
  nChanged 16
		SP:Iteration 2F (20057.280000 sec): 3 clusters
  Score: Raw -25685.998469 + Penalty 1856.963162 = -23829.035307
  nChanged 10
		SP:Iteration 3Q (20057.430000 sec): 3 clusters
  Score: Raw -25725.124298 + Penalty 1856.963162 = -23868.161136
  nChanged 7
		SP:Iteration 4Q (20057.510000 sec): 3 clusters
  Score: Raw -25812.408866 + Penalty 1856.963162 = -23955.445704
  nChanged 7
		SP:Iteration 5Q (20057.650000 sec): 3 clusters
  Score: Raw -25859.032981 + Penalty 1856.963162 = -24002.069819
  nChanged 9
		SP:Iteration 6Q (20057.960000 sec): 3 clusters
  Score: Raw -25896.108666 + Penalty 1856.963162 = -24039.145505
  nChanged 7
		SP:Iteration 7Q (20058.170000 sec): 3 clusters
  Score: Raw -25926.386775 + Penalty 1856.963162 = -24069.423613
  nChanged 3
		SP:Iteration 8Q (20058.400000 sec): 3 clusters
  Score: Raw -25936.047462 + Penalty 1856.963162 = -24079.084300
  nChanged 1
		SP:Iteration 9Q (20058.630000 sec): 3 clusters
  Score: Raw -25945.154579 + Penalty 1856.963162 = -24088.191417
  nChanged 1
		SP:Iteration 10Q (20058.840000 sec): 3 clusters
  Score: Raw -25951.204507 + Penalty 1856.963162 = -24094.241346
  nChanged 0
		SP:Iteration 11F (20058.990000 sec): 3 clusters
  Score: Raw -25951.264362 + Penalty 1856.963162 = -24094.301200
  nChanged 1
		SP:Iteration 12Q (20059.160000 sec): 3 clusters
  Score: Raw -25958.768942 + Penalty 1856.963162 = -24101.805780
  nChanged 0
		SP:Iteration 13F (20059.350000 sec): 3 clusters
  Score: Raw -25958.768942 + Penalty 1856.963162 = -24101.805780
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 47 (1529 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (20059.470000 sec): 2 clusters
  Score: Raw -182353.141640 + Penalty 1191.509996 = -181161.631644
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (20059.550000 sec): 3 clusters
  Score: Raw -181763.440548 + Penalty 2383.019992 = -179380.420556
  nChanged 496
		SP:Iteration 1F (20059.730000 sec): 3 clusters
  Score: Raw -182087.230524 + Penalty 2383.019992 = -179704.210532
  nChanged 111
		SP:Iteration 2F (20059.830000 sec): 3 clusters
  Score: Raw -182165.455093 + Penalty 2383.019992 = -179782.435101
  nChanged 62
		SP:Iteration 3Q (20059.960000 sec): 3 clusters
  Score: Raw -182209.169810 + Penalty 2383.019992 = -179826.149818
  nChanged 42
		SP:Iteration 4Q (20060.190000 sec): 3 clusters
  Score: Raw -182237.629362 + Penalty 2383.019992 = -179854.609370
  nChanged 26
		SP:Iteration 5Q (20060.410000 sec): 3 clusters
  Score: Raw -182254.429550 + Penalty 2383.019992 = -179871.409558
  nChanged 13
		SP:Iteration 6Q (20060.560000 sec): 3 clusters
  Score: Raw -182263.434504 + Penalty 2383.019992 = -179880.414512
  nChanged 11
		SP:Iteration 7Q (20060.710000 sec): 3 clusters
  Score: Raw -182270.179128 + Penalty 2383.019992 = -179887.159136
  nChanged 10
		SP:Iteration 8Q (20060.930000 sec): 3 clusters
  Score: Raw -182276.793952 + Penalty 2383.019992 = -179893.773960
  nChanged 10
		SP:Iteration 9Q (20061.100000 sec): 3 clusters
  Score: Raw -182282.654896 + Penalty 2383.019992 = -179899.634904
  nChanged 10
		SP:Iteration 10Q (20061.270000 sec): 3 clusters
  Score: Raw -182290.173301 + Penalty 2383.019992 = -179907.153309
  nChanged 12
		SP:Iteration 11Q (20061.410000 sec): 3 clusters
  Score: Raw -182298.629230 + Penalty 2383.019992 = -179915.609238
  nChanged 13
		SP:Iteration 12Q (20061.590000 sec): 3 clusters
  Score: Raw -182304.730790 + Penalty 2383.019992 = -179921.710798
  nChanged 9
		SP:Iteration 13Q (20061.690000 sec): 3 clusters
  Score: Raw -182310.099429 + Penalty 2383.019992 = -179927.079437
  nChanged 9
		SP:Iteration 14Q (20061.830000 sec): 3 clusters
  Score: Raw -182316.791509 + Penalty 2383.019992 = -179933.771517
  nChanged 13
		SP:Iteration 15Q (20061.930000 sec): 3 clusters
  Score: Raw -182323.922515 + Penalty 2383.019992 = -179940.902523
  nChanged 8
		SP:Iteration 16Q (20062.070000 sec): 3 clusters
  Score: Raw -182326.588572 + Penalty 2383.019992 = -179943.568580
  nChanged 8
		SP:Iteration 17Q (20062.230000 sec): 3 clusters
  Score: Raw -182330.312863 + Penalty 2383.019992 = -179947.292871
  nChanged 9
		SP:Iteration 18Q (20062.360000 sec): 3 clusters
  Score: Raw -182335.245052 + Penalty 2383.019992 = -179952.225060
  nChanged 10
		SP:Iteration 19Q (20062.510000 sec): 3 clusters
  Score: Raw -182342.277048 + Penalty 2383.019992 = -179959.257056
  nChanged 14
		SP:Iteration 20F (20062.670000 sec): 3 clusters
  Score: Raw -182349.295896 + Penalty 2383.019992 = -179966.275904
  nChanged 10
		SP:Iteration 21Q (20062.800000 sec): 3 clusters
  Score: Raw -182355.804261 + Penalty 2383.019992 = -179972.784269
  nChanged 12
		SP:Iteration 22Q (20062.920000 sec): 3 clusters
  Score: Raw -182362.618799 + Penalty 2383.019992 = -179979.598807
  nChanged 11
		SP:Iteration 23Q (20063.050000 sec): 3 clusters
  Score: Raw -182368.247565 + Penalty 2383.019992 = -179985.227573
  nChanged 11
		SP:Iteration 24Q (20063.170000 sec): 3 clusters
  Score: Raw -182373.502309 + Penalty 2383.019992 = -179990.482317
  nChanged 9
		SP:Iteration 25Q (20063.300000 sec): 3 clusters
  Score: Raw -182378.512596 + Penalty 2383.019992 = -179995.492604
  nChanged 11
		SP:Iteration 26Q (20063.420000 sec): 3 clusters
  Score: Raw -182386.261659 + Penalty 2383.019992 = -180003.241667
  nChanged 16
		SP:Iteration 27Q (20063.550000 sec): 3 clusters
  Score: Raw -182397.347295 + Penalty 2383.019992 = -180014.327303
  nChanged 20
		SP:Iteration 28Q (20063.670000 sec): 3 clusters
  Score: Raw -182410.084918 + Penalty 2383.019992 = -180027.064926
  nChanged 18
		SP:Iteration 29Q (20063.800000 sec): 3 clusters
  Score: Raw -182423.105913 + Penalty 2383.019992 = -180040.085921
  nChanged 19
		SP:Iteration 30Q (20063.920000 sec): 3 clusters
  Score: Raw -182437.206672 + Penalty 2383.019992 = -180054.186680
  nChanged 22
		SP:Iteration 31Q (20064.050000 sec): 3 clusters
  Score: Raw -182455.203449 + Penalty 2383.019992 = -180072.183457
  nChanged 17
		SP:Iteration 32Q (20064.170000 sec): 3 clusters
  Score: Raw -182468.787010 + Penalty 2383.019992 = -180085.767018
  nChanged 20
		SP:Iteration 33Q (20064.300000 sec): 3 clusters
  Score: Raw -182483.379102 + Penalty 2383.019992 = -180100.359110
  nChanged 19
		SP:Iteration 34Q (20064.420000 sec): 3 clusters
  Score: Raw -182499.489858 + Penalty 2383.019992 = -180116.469866
  nChanged 26
		SP:Iteration 35Q (20064.550000 sec): 3 clusters
  Score: Raw -182530.110289 + Penalty 2383.019992 = -180147.090297
  nChanged 30
		SP:Iteration 36Q (20064.690000 sec): 3 clusters
  Score: Raw -182563.083160 + Penalty 2383.019992 = -180180.063168
  nChanged 24
		SP:Iteration 37Q (20064.830000 sec): 3 clusters
  Score: Raw -182588.742070 + Penalty 2383.019992 = -180205.722079
  nChanged 25
		SP:Iteration 38Q (20064.970000 sec): 3 clusters
  Score: Raw -182614.075871 + Penalty 2383.019992 = -180231.055879
  nChanged 21
		SP:Iteration 39Q (20065.120000 sec): 3 clusters
  Score: Raw -182632.441231 + Penalty 2383.019992 = -180249.421239
  nChanged 16
		SP:Iteration 40F (20065.260000 sec): 3 clusters
  Score: Raw -182645.257244 + Penalty 2383.019992 = -180262.237252
  nChanged 11
		SP:Iteration 41Q (20065.400000 sec): 3 clusters
  Score: Raw -182654.588383 + Penalty 2383.019992 = -180271.568391
  nChanged 9
		SP:Iteration 42Q (20065.540000 sec): 3 clusters
  Score: Raw -182661.813319 + Penalty 2383.019992 = -180278.793327
  nChanged 5
		SP:Iteration 43Q (20065.680000 sec): 3 clusters
  Score: Raw -182665.706000 + Penalty 2383.019992 = -180282.686008
  nChanged 4
		SP:Iteration 44Q (20065.820000 sec): 3 clusters
  Score: Raw -182669.990268 + Penalty 2383.019992 = -180286.970276
  nChanged 4
		SP:Iteration 45Q (20065.960000 sec): 3 clusters
  Score: Raw -182673.194688 + Penalty 2383.019992 = -180290.174696
  nChanged 3
		SP:Iteration 46Q (20066.100000 sec): 3 clusters
  Score: Raw -182675.073128 + Penalty 2383.019992 = -180292.053137
  nChanged 3
		SP:Iteration 47Q (20066.240000 sec): 3 clusters
  Score: Raw -182676.670825 + Penalty 2383.019992 = -180293.650833
  nChanged 2
		SP:Iteration 48Q (20066.380000 sec): 3 clusters
  Score: Raw -182678.432247 + Penalty 2383.019992 = -180295.412255
  nChanged 1
		SP:Iteration 49Q (20066.520000 sec): 3 clusters
  Score: Raw -182679.154546 + Penalty 2383.019992 = -180296.134554
  nChanged 1
		SP:Iteration 50Q (20066.660000 sec): 3 clusters
  Score: Raw -182680.173832 + Penalty 2383.019992 = -180297.153840
  nChanged 3
		SP:Iteration 51Q (20066.800000 sec): 3 clusters
  Score: Raw -182681.788690 + Penalty 2383.019992 = -180298.768698
  nChanged 1
		SP:Iteration 52Q (20066.940000 sec): 3 clusters
  Score: Raw -182682.914654 + Penalty 2383.019992 = -180299.894662
  nChanged 2
		SP:Iteration 53Q (20067.080000 sec): 3 clusters
  Score: Raw -182683.595304 + Penalty 2383.019992 = -180300.575312
  nChanged 0
		SP:Iteration 54F (20067.220000 sec): 3 clusters
  Score: Raw -182683.595304 + Penalty 2383.019992 = -180300.575312
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 48 (1271 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (20067.270000 sec): 2 clusters
  Score: Raw -149713.174754 + Penalty 1161.478382 = -148551.696372
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (20067.420000 sec): 3 clusters
  Score: Raw -149314.890735 + Penalty 2322.956763 = -146991.933972
  nChanged 447
		SP:Iteration 1F (20067.560000 sec): 3 clusters
  Score: Raw -149870.764384 + Penalty 2322.956763 = -147547.807621
  nChanged 136
		SP:Iteration 2F (20067.710000 sec): 3 clusters
  Score: Raw -150136.734555 + Penalty 2322.956763 = -147813.777792
  nChanged 113
		SP:Iteration 3F (20067.870000 sec): 3 clusters
  Score: Raw -150323.437520 + Penalty 2322.956763 = -148000.480757
  nChanged 67
		SP:Iteration 4F (20068.030000 sec): 3 clusters
  Score: Raw -150437.927740 + Penalty 2322.956763 = -148114.970977
  nChanged 51
		SP:Iteration 5Q (20068.190000 sec): 3 clusters
  Score: Raw -150519.276160 + Penalty 2322.956763 = -148196.319397
  nChanged 41
		SP:Iteration 6Q (20068.380000 sec): 3 clusters
  Score: Raw -150586.631916 + Penalty 2322.956763 = -148263.675153
  nChanged 30
		SP:Iteration 7Q (20068.550000 sec): 3 clusters
  Score: Raw -150625.952185 + Penalty 2322.956763 = -148302.995422
  nChanged 18
		SP:Iteration 8Q (20068.790000 sec): 3 clusters
  Score: Raw -150647.882575 + Penalty 2322.956763 = -148324.925812
  nChanged 10
		SP:Iteration 9Q (20068.990000 sec): 3 clusters
  Score: Raw -150659.788475 + Penalty 2322.956763 = -148336.831711
  nChanged 5
		SP:Iteration 10Q (20069.180000 sec): 3 clusters
  Score: Raw -150663.658779 + Penalty 2322.956763 = -148340.702015
  nChanged 8
		SP:Iteration 11Q (20069.310000 sec): 3 clusters
  Score: Raw -150670.891835 + Penalty 2322.956763 = -148347.935072
  nChanged 4
		SP:Iteration 12Q (20069.550000 sec): 3 clusters
  Score: Raw -150675.620430 + Penalty 2322.956763 = -148352.663667
  nChanged 4
		SP:Iteration 13Q (20069.720000 sec): 3 clusters
  Score: Raw -150681.041681 + Penalty 2322.956763 = -148358.084917
  nChanged 5
		SP:Iteration 14Q (20069.880000 sec): 3 clusters
  Score: Raw -150687.392518 + Penalty 2322.956763 = -148364.435755
  nChanged 7
		SP:Iteration 15Q (20070.060000 sec): 3 clusters
  Score: Raw -150696.529688 + Penalty 2322.956763 = -148373.572925
  nChanged 5
		SP:Iteration 16Q (20070.230000 sec): 3 clusters
  Score: Raw -150702.649308 + Penalty 2322.956763 = -148379.692544
  nChanged 3
		SP:Iteration 17Q (20070.410000 sec): 3 clusters
  Score: Raw -150704.534088 + Penalty 2322.956763 = -148381.577325
  nChanged 1
		SP:Iteration 18Q (20070.590000 sec): 3 clusters
  Score: Raw -150704.951168 + Penalty 2322.956763 = -148381.994405
  nChanged 0
		SP:Iteration 19F (20070.720000 sec): 3 clusters
  Score: Raw -150704.951168 + Penalty 2322.956763 = -148381.994405
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 49 (279 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (20070.790000 sec): 2 clusters
  Score: Raw -17295.296944 + Penalty 915.071915 = -16380.225030
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (20070.940000 sec): 3 clusters
  Score: Raw -17376.919311 + Penalty 1830.143829 = -15546.775482
  nChanged 64
		SP:Iteration 1F (20071.080000 sec): 3 clusters
  Score: Raw -17599.681819 + Penalty 1830.143829 = -15769.537990
  nChanged 29
		SP:Iteration 2F (20071.210000 sec): 3 clusters
  Score: Raw -17718.836722 + Penalty 1830.143829 = -15888.692893
  nChanged 18
		SP:Iteration 3F (20071.330000 sec): 3 clusters
  Score: Raw -17822.150572 + Penalty 1830.143829 = -15992.006743
  nChanged 11
		SP:Iteration 4Q (20071.460000 sec): 3 clusters
  Score: Raw -17958.373312 + Penalty 1830.143829 = -16128.229483
  nChanged 4
		SP:Iteration 5Q (20071.620000 sec): 3 clusters
  Score: Raw -17998.625406 + Penalty 1830.143829 = -16168.481577
  nChanged 2
		SP:Iteration 6Q (20071.750000 sec): 3 clusters
  Score: Raw -18007.236120 + Penalty 1830.143829 = -16177.092291
  nChanged 1
		SP:Iteration 7Q (20071.910000 sec): 3 clusters
  Score: Raw -18019.802569 + Penalty 1830.143829 = -16189.658740
  nChanged 0
		SP:Iteration 8F (20072.110000 sec): 3 clusters
  Score: Raw -18019.802569 + Penalty 1830.143829 = -16189.658740
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 50 (8203 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (20072.240000 sec): 2 clusters
  Score: Raw -995537.946201 + Penalty 1464.491473 = -994073.454727
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (20072.460000 sec): 3 clusters
  Score: Raw -990992.883335 + Penalty 2928.982947 = -988063.900388
  nChanged 3511
		SP:Iteration 1F (20072.660000 sec): 3 clusters
  Score: Raw -992900.471385 + Penalty 2928.982947 = -989971.488439
  nChanged 580
		SP:Iteration 2F (20072.860000 sec): 3 clusters
  Score: Raw -993218.347194 + Penalty 2928.982947 = -990289.364248
  nChanged 507
		SP:Iteration 3F (20073.080000 sec): 3 clusters
  Score: Raw -993481.409641 + Penalty 2928.982947 = -990552.426695
  nChanged 478
		SP:Iteration 4F (20073.330000 sec): 3 clusters
  Score: Raw -993729.870625 + Penalty 2928.982947 = -990800.887679
  nChanged 402
		SP:Iteration 5Q (20073.490000 sec): 3 clusters
  Score: Raw -993944.185824 + Penalty 2928.982947 = -991015.202878
  nChanged 379
		SP:Iteration 6Q (20073.610000 sec): 3 clusters
  Score: Raw -994135.194111 + Penalty 2928.982947 = -991206.211165
  nChanged 328
		SP:Iteration 7Q (20073.800000 sec): 3 clusters
  Score: Raw -994309.007934 + Penalty 2928.982947 = -991380.024988
  nChanged 317
		SP:Iteration 8Q (20073.940000 sec): 3 clusters
  Score: Raw -994467.032398 + Penalty 2928.982947 = -991538.049452
  nChanged 273
		SP:Iteration 9Q (20074.130000 sec): 3 clusters
  Score: Raw -994624.929854 + Penalty 2928.982947 = -991695.946907
  nChanged 274
		SP:Iteration 10Q (20074.320000 sec): 3 clusters
  Score: Raw -994762.126886 + Penalty 2928.982947 = -991833.143939
  nChanged 206
		SP:Iteration 11Q (20074.540000 sec): 3 clusters
  Score: Raw -994869.989744 + Penalty 2928.982947 = -991941.006797
  nChanged 182
		SP:Iteration 12Q (20074.740000 sec): 3 clusters
  Score: Raw -994976.641310 + Penalty 2928.982947 = -992047.658363
  nChanged 175
		SP:Iteration 13Q (20074.930000 sec): 3 clusters
  Score: Raw -995077.772662 + Penalty 2928.982947 = -992148.789715
  nChanged 162
		SP:Iteration 14Q (20075.150000 sec): 3 clusters
  Score: Raw -995177.095282 + Penalty 2928.982947 = -992248.112335
  nChanged 144
		SP:Iteration 15Q (20075.350000 sec): 3 clusters
  Score: Raw -995268.644446 + Penalty 2928.982947 = -992339.661500
  nChanged 130
		SP:Iteration 16Q (20075.610000 sec): 3 clusters
  Score: Raw -995361.135673 + Penalty 2928.982947 = -992432.152726
  nChanged 112
		SP:Iteration 17Q (20075.870000 sec): 3 clusters
  Score: Raw -995460.642270 + Penalty 2928.982947 = -992531.659323
  nChanged 98
		SP:Iteration 18Q (20076.130000 sec): 3 clusters
  Score: Raw -995540.908187 + Penalty 2928.982947 = -992611.925241
  nChanged 75
		SP:Iteration 19Q (20076.370000 sec): 3 clusters
  Score: Raw -995587.414689 + Penalty 2928.982947 = -992658.431743
  nChanged 53
		SP:Iteration 20F (20076.620000 sec): 3 clusters
  Score: Raw -995620.724550 + Penalty 2928.982947 = -992691.741604
  nChanged 40
		SP:Iteration 21Q (20076.790000 sec): 3 clusters
  Score: Raw -995643.005692 + Penalty 2928.982947 = -992714.022746
  nChanged 40
		SP:Iteration 22Q (20077.010000 sec): 3 clusters
  Score: Raw -995668.857765 + Penalty 2928.982947 = -992739.874818
  nChanged 48
		SP:Iteration 23Q (20077.230000 sec): 3 clusters
  Score: Raw -995705.716194 + Penalty 2928.982947 = -992776.733247
  nChanged 41
		SP:Iteration 24Q (20077.470000 sec): 3 clusters
  Score: Raw -995732.786505 + Penalty 2928.982947 = -992803.803558
  nChanged 31
		SP:Iteration 25Q (20077.660000 sec): 3 clusters
  Score: Raw -995755.193434 + Penalty 2928.982947 = -992826.210487
  nChanged 29
		SP:Iteration 26Q (20077.870000 sec): 3 clusters
  Score: Raw -995777.145131 + Penalty 2928.982947 = -992848.162184
  nChanged 20
		SP:Iteration 27Q (20078.060000 sec): 3 clusters
  Score: Raw -995792.797347 + Penalty 2928.982947 = -992863.814400
  nChanged 19
		SP:Iteration 28Q (20078.230000 sec): 3 clusters
  Score: Raw -995804.254237 + Penalty 2928.982947 = -992875.271290
  nChanged 14
		SP:Iteration 29Q (20078.450000 sec): 3 clusters
  Score: Raw -995811.999817 + Penalty 2928.982947 = -992883.016871
  nChanged 10
		SP:Iteration 30Q (20078.670000 sec): 3 clusters
  Score: Raw -995818.681159 + Penalty 2928.982947 = -992889.698212
  nChanged 12
		SP:Iteration 31Q (20078.850000 sec): 3 clusters
  Score: Raw -995828.239857 + Penalty 2928.982947 = -992899.256910
  nChanged 8
		SP:Iteration 32Q (20079.110000 sec): 3 clusters
  Score: Raw -995832.621683 + Penalty 2928.982947 = -992903.638736
  nChanged 4
		SP:Iteration 33Q (20079.300000 sec): 3 clusters
  Score: Raw -995835.262839 + Penalty 2928.982947 = -992906.279892
  nChanged 2
		SP:Iteration 34Q (20079.450000 sec): 3 clusters
  Score: Raw -995836.456520 + Penalty 2928.982947 = -992907.473574
  nChanged 2
		SP:Iteration 35Q (20079.630000 sec): 3 clusters
  Score: Raw -995838.666072 + Penalty 2928.982947 = -992909.683125
  nChanged 4
		SP:Iteration 36Q (20079.850000 sec): 3 clusters
  Score: Raw -995841.460765 + Penalty 2928.982947 = -992912.477818
  nChanged 2
		SP:Iteration 37Q (20080.020000 sec): 3 clusters
  Score: Raw -995841.937830 + Penalty 2928.982947 = -992912.954884
  nChanged 0
		SP:Iteration 38F (20080.240000 sec): 3 clusters
  Score: Raw -995841.937830 + Penalty 2928.982947 = -992912.954884
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 51 (381 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (20080.440000 sec): 2 clusters
  Score: Raw -36626.105428 + Penalty 965.704898 = -35660.400530
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (20080.610000 sec): 3 clusters
  Score: Raw -36663.811236 + Penalty 1931.409797 = -34732.401439
  nChanged 88
		SP:Iteration 1F (20080.790000 sec): 3 clusters
  Score: Raw -36815.313963 + Penalty 1931.409797 = -34883.904166
  nChanged 19
		SP:Iteration 2Q (20081.000000 sec): 3 clusters
  Score: Raw -36883.027181 + Penalty 1931.409797 = -34951.617384
  nChanged 11
		SP:Iteration 3Q (20081.170000 sec): 3 clusters
  Score: Raw -36895.881216 + Penalty 1931.409797 = -34964.471419
  nChanged 7
		SP:Iteration 4Q (20081.300000 sec): 3 clusters
  Score: Raw -36910.653301 + Penalty 1931.409797 = -34979.243504
  nChanged 7
		SP:Iteration 5Q (20081.470000 sec): 3 clusters
  Score: Raw -36922.824529 + Penalty 1931.409797 = -34991.414732
  nChanged 2
		SP:Iteration 6Q (20081.640000 sec): 3 clusters
  Score: Raw -36929.318070 + Penalty 1931.409797 = -34997.908273
  nChanged 1
		SP:Iteration 7Q (20081.810000 sec): 3 clusters
  Score: Raw -36930.020271 + Penalty 1931.409797 = -34998.610474
  nChanged 1
		SP:Iteration 8Q (20081.940000 sec): 3 clusters
  Score: Raw -36930.493471 + Penalty 1931.409797 = -34999.083674
  nChanged 0
		SP:Iteration 9F (20082.130000 sec): 3 clusters
  Score: Raw -36930.493471 + Penalty 1931.409797 = -34999.083674
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 52 (70 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (20082.210000 sec): 2 clusters
  Score: Raw -8367.593386 + Penalty 690.380477 = -7677.212909
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (20082.380000 sec): 3 clusters
  Score: Raw -8592.662046 + Penalty 1380.760954 = -7211.901092
  nChanged 1
		SP:Iteration 1Q (20082.540000 sec): 3 clusters
  Score: Raw -8613.093058 + Penalty 1380.760954 = -7232.332105
  nChanged 0
		SP:Iteration 2F (20082.710000 sec): 3 clusters
  Score: Raw -8613.093058 + Penalty 1380.760954 = -7232.332105
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 53 (12469 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (20082.920000 sec): 2 clusters
  Score: Raw -1523215.811327 + Penalty 1532.537637 = -1521683.273690
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (20083.160000 sec): 3 clusters
  Score: Raw -1515962.800123 + Penalty 3065.075274 = -1512897.724849
  nChanged 5548
		SP:Iteration 1F (20083.380000 sec): 3 clusters
  Score: Raw -1519180.758362 + Penalty 3065.075274 = -1516115.683088
  nChanged 768
		SP:Iteration 2F (20083.660000 sec): 3 clusters
  Score: Raw -1519533.758327 + Penalty 3065.075274 = -1516468.683053
  nChanged 632
		SP:Iteration 3F (20083.860000 sec): 3 clusters
  Score: Raw -1519828.092478 + Penalty 3065.075274 = -1516763.017204
  nChanged 555
		SP:Iteration 4Q (20084.070000 sec): 3 clusters
  Score: Raw -1520090.521379 + Penalty 3065.075274 = -1517025.446105
  nChanged 541
		SP:Iteration 5Q (20084.310000 sec): 3 clusters
  Score: Raw -1520369.471268 + Penalty 3065.075274 = -1517304.395994
  nChanged 521
		SP:Iteration 6Q (20084.580000 sec): 3 clusters
  Score: Raw -1520626.136870 + Penalty 3065.075274 = -1517561.061596
  nChanged 507
		SP:Iteration 7Q (20084.850000 sec): 3 clusters
  Score: Raw -1520880.270795 + Penalty 3065.075274 = -1517815.195521
  nChanged 541
		SP:Iteration 8Q (20085.180000 sec): 3 clusters
  Score: Raw -1521183.959506 + Penalty 3065.075274 = -1518118.884232
  nChanged 550
		SP:Iteration 9Q (20085.480000 sec): 3 clusters
  Score: Raw -1521521.754702 + Penalty 3065.075274 = -1518456.679428
  nChanged 571
		SP:Iteration 10Q (20085.680000 sec): 3 clusters
  Score: Raw -1521907.630897 + Penalty 3065.075274 = -1518842.555623
  nChanged 480
		SP:Iteration 11Q (20085.930000 sec): 3 clusters
  Score: Raw -1522248.965758 + Penalty 3065.075274 = -1519183.890484
  nChanged 415
		SP:Iteration 12Q (20086.220000 sec): 3 clusters
  Score: Raw -1522537.448407 + Penalty 3065.075274 = -1519472.373133
  nChanged 319
		SP:Iteration 13Q (20086.550000 sec): 3 clusters
  Score: Raw -1522754.853098 + Penalty 3065.075274 = -1519689.777824
  nChanged 271
		SP:Iteration 14Q (20086.820000 sec): 3 clusters
  Score: Raw -1522944.608635 + Penalty 3065.075274 = -1519879.533361
  nChanged 206
		SP:Iteration 15Q (20087.010000 sec): 3 clusters
  Score: Raw -1523099.863601 + Penalty 3065.075274 = -1520034.788327
  nChanged 153
		SP:Iteration 16Q (20087.250000 sec): 3 clusters
  Score: Raw -1523198.144638 + Penalty 3065.075274 = -1520133.069364
  nChanged 117
		SP:Iteration 17Q (20087.480000 sec): 3 clusters
  Score: Raw -1523265.061643 + Penalty 3065.075274 = -1520199.986369
  nChanged 62
		SP:Iteration 18Q (20087.670000 sec): 3 clusters
  Score: Raw -1523301.256056 + Penalty 3065.075274 = -1520236.180782
  nChanged 59
		SP:Iteration 19Q (20087.950000 sec): 3 clusters
  Score: Raw -1523332.766213 + Penalty 3065.075274 = -1520267.690939
  nChanged 48
		SP:Iteration 20F (20088.170000 sec): 3 clusters
  Score: Raw -1523361.713110 + Penalty 3065.075274 = -1520296.637836
  nChanged 41
		SP:Iteration 21Q (20088.390000 sec): 3 clusters
  Score: Raw -1523382.105928 + Penalty 3065.075274 = -1520317.030654
  nChanged 20
		SP:Iteration 22Q (20088.600000 sec): 3 clusters
  Score: Raw -1523391.873294 + Penalty 3065.075274 = -1520326.798020
  nChanged 14
		SP:Iteration 23Q (20088.830000 sec): 3 clusters
  Score: Raw -1523397.894851 + Penalty 3065.075274 = -1520332.819577
  nChanged 10
		SP:Iteration 24Q (20089.080000 sec): 3 clusters
  Score: Raw -1523403.450567 + Penalty 3065.075274 = -1520338.375293
  nChanged 19
		SP:Iteration 25Q (20089.310000 sec): 3 clusters
  Score: Raw -1523415.208906 + Penalty 3065.075274 = -1520350.133632
  nChanged 17
		SP:Iteration 26Q (20089.560000 sec): 3 clusters
  Score: Raw -1523425.062128 + Penalty 3065.075274 = -1520359.986854
  nChanged 14
		SP:Iteration 27Q (20089.760000 sec): 3 clusters
  Score: Raw -1523430.400708 + Penalty 3065.075274 = -1520365.325434
  nChanged 9
		SP:Iteration 28Q (20090.000000 sec): 3 clusters
  Score: Raw -1523434.187062 + Penalty 3065.075274 = -1520369.111788
  nChanged 6
		SP:Iteration 29Q (20090.240000 sec): 3 clusters
  Score: Raw -1523436.048635 + Penalty 3065.075274 = -1520370.973361
  nChanged 2
		SP:Iteration 30Q (20090.470000 sec): 3 clusters
  Score: Raw -1523437.325405 + Penalty 3065.075274 = -1520372.250131
  nChanged 6
		SP:Iteration 31Q (20090.660000 sec): 3 clusters
  Score: Raw -1523439.821702 + Penalty 3065.075274 = -1520374.746429
  nChanged 5
		SP:Iteration 32Q (20090.870000 sec): 3 clusters
  Score: Raw -1523442.312153 + Penalty 3065.075274 = -1520377.236879
  nChanged 5
		SP:Iteration 33Q (20091.100000 sec): 3 clusters
  Score: Raw -1523445.402558 + Penalty 3065.075274 = -1520380.327285
  nChanged 6
		SP:Iteration 34Q (20091.300000 sec): 3 clusters
  Score: Raw -1523449.058302 + Penalty 3065.075274 = -1520383.983028
  nChanged 7
		SP:Iteration 35Q (20091.510000 sec): 3 clusters
  Score: Raw -1523451.808137 + Penalty 3065.075274 = -1520386.732863
  nChanged 4
		SP:Iteration 36Q (20091.750000 sec): 3 clusters
  Score: Raw -1523454.011410 + Penalty 3065.075274 = -1520388.936136
  nChanged 6
		SP:Iteration 37Q (20091.970000 sec): 3 clusters
  Score: Raw -1523455.996422 + Penalty 3065.075274 = -1520390.921148
  nChanged 3
		SP:Iteration 38Q (20092.260000 sec): 3 clusters
  Score: Raw -1523456.908100 + Penalty 3065.075274 = -1520391.832826
  nChanged 1
		SP:Iteration 39Q (20092.510000 sec): 3 clusters
  Score: Raw -1523457.321680 + Penalty 3065.075274 = -1520392.246406
  nChanged 0
		SP:Iteration 40F (20092.720000 sec): 3 clusters
  Score: Raw -1523457.321680 + Penalty 3065.075274 = -1520392.246406
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 54 (383 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (20092.830000 sec): 2 clusters
  Score: Raw -33656.304407 + Penalty 966.555686 = -32689.748721
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (20093.000000 sec): 3 clusters
  Score: Raw -33740.356467 + Penalty 1933.111371 = -31807.245096
  nChanged 109
		SP:Iteration 1F (20093.120000 sec): 3 clusters
  Score: Raw -34039.142617 + Penalty 1933.111371 = -32106.031246
  nChanged 20
		SP:Iteration 2F (20093.250000 sec): 3 clusters
  Score: Raw -34104.430410 + Penalty 1933.111371 = -32171.319038
  nChanged 10
		SP:Iteration 3Q (20093.430000 sec): 3 clusters
  Score: Raw -34142.519926 + Penalty 1933.111371 = -32209.408554
  nChanged 4
		SP:Iteration 4Q (20093.600000 sec): 3 clusters
  Score: Raw -34152.990871 + Penalty 1933.111371 = -32219.879499
  nChanged 4
		SP:Iteration 5Q (20093.780000 sec): 3 clusters
  Score: Raw -34171.981557 + Penalty 1933.111371 = -32238.870186
  nChanged 5
		SP:Iteration 6Q (20093.960000 sec): 3 clusters
  Score: Raw -34202.939438 + Penalty 1933.111371 = -32269.828067
  nChanged 4
		SP:Iteration 7Q (20094.140000 sec): 3 clusters
  Score: Raw -34222.872381 + Penalty 1933.111371 = -32289.761009
  nChanged 4
		SP:Iteration 8Q (20094.270000 sec): 3 clusters
  Score: Raw -34264.948083 + Penalty 1933.111371 = -32331.836712
  nChanged 8
		SP:Iteration 9Q (20094.410000 sec): 3 clusters
  Score: Raw -34316.628051 + Penalty 1933.111371 = -32383.516680
  nChanged 8
		SP:Iteration 10Q (20094.550000 sec): 3 clusters
  Score: Raw -34340.318127 + Penalty 1933.111371 = -32407.206756
  nChanged 4
		SP:Iteration 11Q (20094.690000 sec): 3 clusters
  Score: Raw -34345.925661 + Penalty 1933.111371 = -32412.814289
  nChanged 0
		SP:Iteration 12F (20094.830000 sec): 3 clusters
  Score: Raw -34349.345126 + Penalty 1933.111371 = -32416.233755
  nChanged 2
		SP:Iteration 13Q (20094.990000 sec): 3 clusters
  Score: Raw -34366.204867 + Penalty 1933.111371 = -32433.093496
  nChanged 1
		SP:Iteration 14Q (20095.120000 sec): 3 clusters
  Score: Raw -34372.045458 + Penalty 1933.111371 = -32438.934087
  nChanged 2
		SP:Iteration 15Q (20095.320000 sec): 3 clusters
  Score: Raw -34378.333743 + Penalty 1933.111371 = -32445.222371
  nChanged 2
		SP:Iteration 16Q (20095.430000 sec): 3 clusters
  Score: Raw -34386.335260 + Penalty 1933.111371 = -32453.223888
  nChanged 0
		SP:Iteration 17F (20095.530000 sec): 3 clusters
  Score: Raw -34386.335260 + Penalty 1933.111371 = -32453.223888
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 56 (165 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (20095.580000 sec): 2 clusters
  Score: Raw -19829.774858 + Penalty 829.716140 = -19000.058718
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (20095.720000 sec): 3 clusters
  Score: Raw -19930.229389 + Penalty 1659.432279 = -18270.797110
  nChanged 9
		SP:Iteration 1F (20095.820000 sec): 3 clusters
  Score: Raw -19955.967439 + Penalty 1659.432279 = -18296.535160
  nChanged 1
		SP:Iteration 2Q (20095.960000 sec): 3 clusters
  Score: Raw -19959.963205 + Penalty 1659.432279 = -18300.530926
  nChanged 2
		SP:Iteration 3Q (20096.060000 sec): 3 clusters
  Score: Raw -19970.251974 + Penalty 1659.432279 = -18310.819695
  nChanged 4
		SP:Iteration 4Q (20096.200000 sec): 3 clusters
  Score: Raw -19983.361470 + Penalty 1659.432279 = -18323.929191
  nChanged 3
		SP:Iteration 5Q (20096.290000 sec): 3 clusters
  Score: Raw -19997.948684 + Penalty 1659.432279 = -18338.516405
  nChanged 2
		SP:Iteration 6Q (20096.460000 sec): 3 clusters
  Score: Raw -20005.376384 + Penalty 1659.432279 = -18345.944105
  nChanged 1
		SP:Iteration 7Q (20096.590000 sec): 3 clusters
  Score: Raw -20007.725085 + Penalty 1659.432279 = -18348.292806
  nChanged 0
		SP:Iteration 8F (20096.710000 sec): 3 clusters
  Score: Raw -20007.725085 + Penalty 1659.432279 = -18348.292806
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 57 (27755 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (20096.950000 sec): 2 clusters
  Score: Raw -3365344.006331 + Penalty 1662.565334 = -3363681.440997
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (20097.330000 sec): 3 clusters
  Score: Raw -3348272.399750 + Penalty 3325.130667 = -3344947.269083
  nChanged 12839
		SP:Iteration 1F (20097.700000 sec): 3 clusters
  Score: Raw -3355289.993405 + Penalty 3325.130667 = -3351964.862738
  nChanged 1257
		SP:Iteration 2Q (20098.080000 sec): 3 clusters
  Score: Raw -3355654.303790 + Penalty 3325.130667 = -3352329.173123
  nChanged 1084
		SP:Iteration 3Q (20098.450000 sec): 3 clusters
  Score: Raw -3355964.630350 + Penalty 3325.130667 = -3352639.499683
  nChanged 1017
		SP:Iteration 4Q (20098.830000 sec): 3 clusters
  Score: Raw -3356250.576550 + Penalty 3325.130667 = -3352925.445883
  nChanged 961
		SP:Iteration 5Q (20099.190000 sec): 3 clusters
  Score: Raw -3356512.606399 + Penalty 3325.130667 = -3353187.475732
  nChanged 887
		SP:Iteration 6Q (20099.510000 sec): 3 clusters
  Score: Raw -3356769.639709 + Penalty 3325.130667 = -3353444.509042
  nChanged 851
		SP:Iteration 7Q (20099.840000 sec): 3 clusters
  Score: Raw -3357038.544730 + Penalty 3325.130667 = -3353713.414063
  nChanged 937
		SP:Iteration 8Q (20100.160000 sec): 3 clusters
  Score: Raw -3357381.030777 + Penalty 3325.130667 = -3354055.900110
  nChanged 998
		SP:Iteration 9Q (20100.550000 sec): 3 clusters
  Score: Raw -3357780.682455 + Penalty 3325.130667 = -3354455.551788
  nChanged 1053
		SP:Iteration 10Q (20100.890000 sec): 3 clusters
  Score: Raw -3358286.965434 + Penalty 3325.130667 = -3354961.834767
  nChanged 1156
		SP:Iteration 11Q (20101.200000 sec): 3 clusters
  Score: Raw -3358947.590678 + Penalty 3325.130667 = -3355622.460011
  nChanged 1255
		SP:Iteration 12Q (20101.580000 sec): 3 clusters
  Score: Raw -3359723.609438 + Penalty 3325.130667 = -3356398.478771
  nChanged 1232
		SP:Iteration 13Q (20101.980000 sec): 3 clusters
  Score: Raw -3360421.019056 + Penalty 3325.130667 = -3357095.888389
  nChanged 1043
		SP:Iteration 14Q (20102.370000 sec): 3 clusters
  Score: Raw -3360834.649178 + Penalty 3325.130667 = -3357509.518511
  nChanged 757
		SP:Iteration 15Q (20102.830000 sec): 3 clusters
  Score: Raw -3361035.104622 + Penalty 3325.130667 = -3357709.973955
  nChanged 470
		SP:Iteration 16Q (20103.250000 sec): 3 clusters
  Score: Raw -3361129.294225 + Penalty 3325.130667 = -3357804.163558
  nChanged 329
		SP:Iteration 17Q (20103.620000 sec): 3 clusters
  Score: Raw -3361188.551899 + Penalty 3325.130667 = -3357863.421232
  nChanged 245
		SP:Iteration 18Q (20104.000000 sec): 3 clusters
  Score: Raw -3361234.991931 + Penalty 3325.130667 = -3357909.861264
  nChanged 229
		SP:Iteration 19Q (20104.320000 sec): 3 clusters
  Score: Raw -3361279.035058 + Penalty 3325.130667 = -3357953.904391
  nChanged 220
		SP:Iteration 20F (20104.630000 sec): 3 clusters
  Score: Raw -3361316.037746 + Penalty 3325.130667 = -3357990.907079
  nChanged 215
		SP:Iteration 21Q (20104.970000 sec): 3 clusters
  Score: Raw -3361352.539133 + Penalty 3325.130667 = -3358027.408466
  nChanged 224
		SP:Iteration 22Q (20105.340000 sec): 3 clusters
  Score: Raw -3361393.207688 + Penalty 3325.130667 = -3358068.077021
  nChanged 241
		SP:Iteration 23Q (20105.630000 sec): 3 clusters
  Score: Raw -3361438.414875 + Penalty 3325.130667 = -3358113.284208
  nChanged 232
		SP:Iteration 24Q (20106.040000 sec): 3 clusters
  Score: Raw -3361479.445248 + Penalty 3325.130667 = -3358154.314581
  nChanged 237
		SP:Iteration 25Q (20106.430000 sec): 3 clusters
  Score: Raw -3361524.584074 + Penalty 3325.130667 = -3358199.453407
  nChanged 261
		SP:Iteration 26Q (20106.780000 sec): 3 clusters
  Score: Raw -3361581.098273 + Penalty 3325.130667 = -3358255.967606
  nChanged 294
		SP:Iteration 27Q (20107.180000 sec): 3 clusters
  Score: Raw -3361648.662912 + Penalty 3325.130667 = -3358323.532245
  nChanged 300
		SP:Iteration 28Q (20107.530000 sec): 3 clusters
  Score: Raw -3361720.700782 + Penalty 3325.130667 = -3358395.570115
  nChanged 328
		SP:Iteration 29Q (20107.880000 sec): 3 clusters
  Score: Raw -3361797.940273 + Penalty 3325.130667 = -3358472.809606
  nChanged 312
		SP:Iteration 30Q (20108.230000 sec): 3 clusters
  Score: Raw -3361872.085338 + Penalty 3325.130667 = -3358546.954671
  nChanged 327
		SP:Iteration 31Q (20108.570000 sec): 3 clusters
  Score: Raw -3361955.636158 + Penalty 3325.130667 = -3358630.505491
  nChanged 335
		SP:Iteration 32Q (20108.900000 sec): 3 clusters
  Score: Raw -3362048.878780 + Penalty 3325.130667 = -3358723.748113
  nChanged 393
		SP:Iteration 33Q (20109.250000 sec): 3 clusters
  Score: Raw -3362175.869417 + Penalty 3325.130667 = -3358850.738750
  nChanged 415
		SP:Iteration 34Q (20109.600000 sec): 3 clusters
  Score: Raw -3362311.446392 + Penalty 3325.130667 = -3358986.315725
  nChanged 407
		SP:Iteration 35Q (20109.960000 sec): 3 clusters
  Score: Raw -3362449.503861 + Penalty 3325.130667 = -3359124.373194
  nChanged 413
		SP:Iteration 36Q (20110.310000 sec): 3 clusters
  Score: Raw -3362591.348585 + Penalty 3325.130667 = -3359266.217918
  nChanged 422
		SP:Iteration 37Q (20110.660000 sec): 3 clusters
  Score: Raw -3362746.193304 + Penalty 3325.130667 = -3359421.062637
  nChanged 442
		SP:Iteration 38Q (20111.010000 sec): 3 clusters
  Score: Raw -3362913.264205 + Penalty 3325.130667 = -3359588.133538
  nChanged 428
		SP:Iteration 39Q (20111.360000 sec): 3 clusters
  Score: Raw -3363077.471687 + Penalty 3325.130667 = -3359752.341020
  nChanged 422
		SP:Iteration 40F (20111.710000 sec): 3 clusters
  Score: Raw -3363254.592551 + Penalty 3325.130667 = -3359929.461884
  nChanged 411
		SP:Iteration 41Q (20112.030000 sec): 3 clusters
  Score: Raw -3363439.622823 + Penalty 3325.130667 = -3360114.492156
  nChanged 421
		SP:Iteration 42Q (20112.370000 sec): 3 clusters
  Score: Raw -3363642.031587 + Penalty 3325.130667 = -3360316.900920
  nChanged 423
		SP:Iteration 43Q (20112.750000 sec): 3 clusters
  Score: Raw -3363857.021563 + Penalty 3325.130667 = -3360531.890896
  nChanged 421
		SP:Iteration 44Q (20113.080000 sec): 3 clusters
  Score: Raw -3364098.070052 + Penalty 3325.130667 = -3360772.939385
  nChanged 386
		SP:Iteration 45Q (20113.390000 sec): 3 clusters
  Score: Raw -3364324.614766 + Penalty 3325.130667 = -3360999.484099
  nChanged 349
		SP:Iteration 46Q (20113.740000 sec): 3 clusters
  Score: Raw -3364547.362666 + Penalty 3325.130667 = -3361222.231999
  nChanged 318
		SP:Iteration 47Q (20114.120000 sec): 3 clusters
  Score: Raw -3364754.768965 + Penalty 3325.130667 = -3361429.638298
  nChanged 266
		SP:Iteration 48Q (20114.470000 sec): 3 clusters
  Score: Raw -3364926.089825 + Penalty 3325.130667 = -3361600.959158
  nChanged 218
		SP:Iteration 49Q (20114.910000 sec): 3 clusters
  Score: Raw -3365077.022740 + Penalty 3325.130667 = -3361751.892073
  nChanged 192
		SP:Iteration 50Q (20115.280000 sec): 3 clusters
  Score: Raw -3365209.966657 + Penalty 3325.130667 = -3361884.835990
  nChanged 113
		SP:Iteration 51Q (20115.540000 sec): 3 clusters
  Score: Raw -3365292.635327 + Penalty 3325.130667 = -3361967.504660
  nChanged 104
		SP:Iteration 52Q (20115.880000 sec): 3 clusters
  Score: Raw -3365368.674931 + Penalty 3325.130667 = -3362043.544264
  nChanged 67
		SP:Iteration 53Q (20116.190000 sec): 3 clusters
  Score: Raw -3365421.588045 + Penalty 3325.130667 = -3362096.457378
  nChanged 61
		SP:Iteration 54Q (20116.520000 sec): 3 clusters
  Score: Raw -3365470.794101 + Penalty 3325.130667 = -3362145.663434
  nChanged 46
		SP:Iteration 55Q (20116.840000 sec): 3 clusters
  Score: Raw -3365509.313685 + Penalty 3325.130667 = -3362184.183018
  nChanged 40
		SP:Iteration 56Q (20117.210000 sec): 3 clusters
  Score: Raw -3365540.638138 + Penalty 3325.130667 = -3362215.507471
  nChanged 35
		SP:Iteration 57Q (20117.560000 sec): 3 clusters
  Score: Raw -3365574.270661 + Penalty 3325.130667 = -3362249.139994
  nChanged 26
		SP:Iteration 58Q (20117.880000 sec): 3 clusters
  Score: Raw -3365592.006308 + Penalty 3325.130667 = -3362266.875641
  nChanged 25
		SP:Iteration 59Q (20118.270000 sec): 3 clusters
  Score: Raw -3365612.985094 + Penalty 3325.130667 = -3362287.854427
  nChanged 21
		SP:Iteration 60F (20118.640000 sec): 3 clusters
  Score: Raw -3365625.569638 + Penalty 3325.130667 = -3362300.438971
  nChanged 11
		SP:Iteration 61Q (20118.960000 sec): 3 clusters
  Score: Raw -3365636.574116 + Penalty 3325.130667 = -3362311.443449
  nChanged 12
		SP:Iteration 62Q (20119.290000 sec): 3 clusters
  Score: Raw -3365646.241872 + Penalty 3325.130667 = -3362321.111205
  nChanged 6
		SP:Iteration 63Q (20119.630000 sec): 3 clusters
  Score: Raw -3365649.013950 + Penalty 3325.130667 = -3362323.883283
  nChanged 2
		SP:Iteration 64Q (20119.930000 sec): 3 clusters
  Score: Raw -3365649.594884 + Penalty 3325.130667 = -3362324.464217
  nChanged 2
		SP:Iteration 65Q (20120.310000 sec): 3 clusters
  Score: Raw -3365651.320594 + Penalty 3325.130667 = -3362326.189927
  nChanged 3
		SP:Iteration 66Q (20120.580000 sec): 3 clusters
  Score: Raw -3365652.557796 + Penalty 3325.130667 = -3362327.427129
  nChanged 1
		SP:Iteration 67Q (20120.870000 sec): 3 clusters
  Score: Raw -3365653.159723 + Penalty 3325.130667 = -3362328.029056
  nChanged 0
		SP:Iteration 68F (20121.240000 sec): 3 clusters
  Score: Raw -3365653.159723 + Penalty 3325.130667 = -3362328.029056
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 58 (243 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (20121.350000 sec): 2 clusters
  Score: Raw -13109.948076 + Penalty 892.622485 = -12217.325592
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (20121.530000 sec): 3 clusters
  Score: Raw -13225.722786 + Penalty 1785.244969 = -11440.477817
  nChanged 45
		SP:Iteration 1F (20121.710000 sec): 3 clusters
  Score: Raw -13404.557898 + Penalty 1785.244969 = -11619.312929
  nChanged 22
		SP:Iteration 2F (20121.850000 sec): 3 clusters
  Score: Raw -13546.326799 + Penalty 1785.244969 = -11761.081830
  nChanged 8
		SP:Iteration 3Q (20122.030000 sec): 3 clusters
  Score: Raw -13596.921379 + Penalty 1785.244969 = -11811.676410
  nChanged 6
		SP:Iteration 4Q (20122.190000 sec): 3 clusters
  Score: Raw -13617.449962 + Penalty 1785.244969 = -11832.204993
  nChanged 1
		SP:Iteration 5Q (20122.320000 sec): 3 clusters
  Score: Raw -13621.130189 + Penalty 1785.244969 = -11835.885220
  nChanged 1
		SP:Iteration 6Q (20122.470000 sec): 3 clusters
  Score: Raw -13624.716563 + Penalty 1785.244969 = -11839.471594
  nChanged 0
		SP:Iteration 7F (20122.590000 sec): 3 clusters
  Score: Raw -13624.716563 + Penalty 1785.244969 = -11839.471594
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 59 (4900 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (20122.680000 sec): 2 clusters
  Score: Raw -595497.798266 + Penalty 1380.760954 = -594117.037312
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (20122.900000 sec): 3 clusters
  Score: Raw -592927.887857 + Penalty 2761.521907 = -590166.365950
  nChanged 2001
		SP:Iteration 1F (20123.040000 sec): 3 clusters
  Score: Raw -593945.149173 + Penalty 2761.521907 = -591183.627266
  nChanged 398
		SP:Iteration 2F (20123.220000 sec): 3 clusters
  Score: Raw -594196.052626 + Penalty 2761.521907 = -591434.530719
  nChanged 334
		SP:Iteration 3F (20123.410000 sec): 3 clusters
  Score: Raw -594420.262022 + Penalty 2761.521907 = -591658.740114
  nChanged 313
		SP:Iteration 4F (20123.590000 sec): 3 clusters
  Score: Raw -594634.226219 + Penalty 2761.521907 = -591872.704312
  nChanged 285
		SP:Iteration 5F (20123.790000 sec): 3 clusters
  Score: Raw -594834.046511 + Penalty 2761.521907 = -592072.524604
  nChanged 285
		SP:Iteration 6F (20123.980000 sec): 3 clusters
  Score: Raw -595046.413117 + Penalty 2761.521907 = -592284.891209
  nChanged 223
		SP:Iteration 7Q (20124.150000 sec): 3 clusters
  Score: Raw -595198.555946 + Penalty 2761.521907 = -592437.034039
  nChanged 186
		SP:Iteration 8Q (20124.330000 sec): 3 clusters
  Score: Raw -595304.846595 + Penalty 2761.521907 = -592543.324688
  nChanged 136
		SP:Iteration 9Q (20124.510000 sec): 3 clusters
  Score: Raw -595385.232462 + Penalty 2761.521907 = -592623.710554
  nChanged 112
		SP:Iteration 10Q (20124.680000 sec): 3 clusters
  Score: Raw -595445.293588 + Penalty 2761.521907 = -592683.771680
  nChanged 83
		SP:Iteration 11Q (20124.920000 sec): 3 clusters
  Score: Raw -595486.582706 + Penalty 2761.521907 = -592725.060799
  nChanged 71
		SP:Iteration 12Q (20125.120000 sec): 3 clusters
  Score: Raw -595519.479843 + Penalty 2761.521907 = -592757.957936
  nChanged 74
		SP:Iteration 13Q (20125.290000 sec): 3 clusters
  Score: Raw -595556.870495 + Penalty 2761.521907 = -592795.348588
  nChanged 57
		SP:Iteration 14Q (20125.500000 sec): 3 clusters
  Score: Raw -595583.371113 + Penalty 2761.521907 = -592821.849206
  nChanged 43
		SP:Iteration 15Q (20125.730000 sec): 3 clusters
  Score: Raw -595602.781572 + Penalty 2761.521907 = -592841.259665
  nChanged 40
		SP:Iteration 16Q (20125.970000 sec): 3 clusters
  Score: Raw -595622.359268 + Penalty 2761.521907 = -592860.837361
  nChanged 35
		SP:Iteration 17Q (20126.190000 sec): 3 clusters
  Score: Raw -595638.346463 + Penalty 2761.521907 = -592876.824556
  nChanged 25
		SP:Iteration 18Q (20126.360000 sec): 3 clusters
  Score: Raw -595651.288382 + Penalty 2761.521907 = -592889.766474
  nChanged 20
		SP:Iteration 19Q (20126.520000 sec): 3 clusters
  Score: Raw -595659.200584 + Penalty 2761.521907 = -592897.678677
  nChanged 19
		SP:Iteration 20F (20126.740000 sec): 3 clusters
  Score: Raw -595667.669010 + Penalty 2761.521907 = -592906.147102
  nChanged 17
		SP:Iteration 21Q (20126.930000 sec): 3 clusters
  Score: Raw -595675.231262 + Penalty 2761.521907 = -592913.709355
  nChanged 9
		SP:Iteration 22Q (20127.190000 sec): 3 clusters
  Score: Raw -595678.418596 + Penalty 2761.521907 = -592916.896689
  nChanged 8
		SP:Iteration 23Q (20127.350000 sec): 3 clusters
  Score: Raw -595682.020510 + Penalty 2761.521907 = -592920.498603
  nChanged 7
		SP:Iteration 24Q (20127.590000 sec): 3 clusters
  Score: Raw -595684.919173 + Penalty 2761.521907 = -592923.397266
  nChanged 9
		SP:Iteration 25Q (20127.830000 sec): 3 clusters
  Score: Raw -595688.304852 + Penalty 2761.521907 = -592926.782944
  nChanged 9
		SP:Iteration 26Q (20128.000000 sec): 3 clusters
  Score: Raw -595693.299891 + Penalty 2761.521907 = -592931.777983
  nChanged 12
		SP:Iteration 27Q (20128.130000 sec): 3 clusters
  Score: Raw -595697.420130 + Penalty 2761.521907 = -592935.898222
  nChanged 6
		SP:Iteration 28Q (20128.350000 sec): 3 clusters
  Score: Raw -595700.090882 + Penalty 2761.521907 = -592938.568974
  nChanged 4
		SP:Iteration 29Q (20128.540000 sec): 3 clusters
  Score: Raw -595700.897551 + Penalty 2761.521907 = -592939.375644
  nChanged 2
		SP:Iteration 30Q (20128.660000 sec): 3 clusters
  Score: Raw -595701.303883 + Penalty 2761.521907 = -592939.781976
  nChanged 2
		SP:Iteration 31Q (20128.860000 sec): 3 clusters
  Score: Raw -595701.798922 + Penalty 2761.521907 = -592940.277015
  nChanged 0
		SP:Iteration 32F (20129.070000 sec): 3 clusters
  Score: Raw -595701.798922 + Penalty 2761.521907 = -592940.277015
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 60 (219 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (20129.160000 sec): 2 clusters
  Score: Raw -12464.069938 + Penalty 875.724156 = -11588.345782
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (20129.360000 sec): 3 clusters
  Score: Raw -12706.230025 + Penalty 1751.448312 = -10954.781712
  nChanged 42
		SP:Iteration 1F (20129.530000 sec): 3 clusters
  Score: Raw -12871.259537 + Penalty 1751.448312 = -11119.811225
  nChanged 10
		SP:Iteration 2Q (20129.690000 sec): 3 clusters
  Score: Raw -12927.642671 + Penalty 1751.448312 = -11176.194359
  nChanged 2
		SP:Iteration 3Q (20129.850000 sec): 3 clusters
  Score: Raw -12958.717117 + Penalty 1751.448312 = -11207.268805
  nChanged 1
		SP:Iteration 4Q (20130.000000 sec): 3 clusters
  Score: Raw -12971.528328 + Penalty 1751.448312 = -11220.080016
  nChanged 0
		SP:Iteration 5F (20130.130000 sec): 3 clusters
  Score: Raw -12971.528328 + Penalty 1751.448312 = -11220.080016
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 61 (239 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (20130.250000 sec): 2 clusters
  Score: Raw -22454.252896 + Penalty 889.925327 = -21564.327569
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (20130.430000 sec): 3 clusters
  Score: Raw -22590.459901 + Penalty 1779.850654 = -20810.609246
  nChanged 39
		SP:Iteration 1F (20130.630000 sec): 3 clusters
  Score: Raw -22730.105104 + Penalty 1779.850654 = -20950.254449
  nChanged 9
		SP:Iteration 2Q (20130.800000 sec): 3 clusters
  Score: Raw -22774.772555 + Penalty 1779.850654 = -20994.921901
  nChanged 3
		SP:Iteration 3Q (20130.970000 sec): 3 clusters
  Score: Raw -22800.267701 + Penalty 1779.850654 = -21020.417047
  nChanged 4
		SP:Iteration 4Q (20131.140000 sec): 3 clusters
  Score: Raw -22808.415409 + Penalty 1779.850654 = -21028.564755
  nChanged 2
		SP:Iteration 5Q (20131.310000 sec): 3 clusters
  Score: Raw -22820.946112 + Penalty 1779.850654 = -21041.095457
  nChanged 2
		SP:Iteration 6Q (20131.390000 sec): 3 clusters
  Score: Raw -22825.626237 + Penalty 1779.850654 = -21045.775583
  nChanged 1
		SP:Iteration 7Q (20131.520000 sec): 3 clusters
  Score: Raw -22828.803401 + Penalty 1779.850654 = -21048.952747
  nChanged 1
		SP:Iteration 8Q (20131.640000 sec): 3 clusters
  Score: Raw -22830.164562 + Penalty 1779.850654 = -21050.313908
  nChanged 0
		SP:Iteration 9F (20131.780000 sec): 3 clusters
  Score: Raw -22830.164562 + Penalty 1779.850654 = -21050.313908
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 62 (324 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (20131.820000 sec): 2 clusters
  Score: Raw -23890.507308 + Penalty 939.370821 = -22951.136487
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (20132.000000 sec): 3 clusters
  Score: Raw -23970.433522 + Penalty 1878.741643 = -22091.691880
  nChanged 67
		SP:Iteration 1F (20132.150000 sec): 3 clusters
  Score: Raw -24169.246415 + Penalty 1878.741643 = -22290.504773
  nChanged 26
		SP:Iteration 2F (20132.270000 sec): 3 clusters
  Score: Raw -24296.169693 + Penalty 1878.741643 = -22417.428050
  nChanged 18
		SP:Iteration 3F (20132.400000 sec): 3 clusters
  Score: Raw -24355.211877 + Penalty 1878.741643 = -22476.470234
  nChanged 7
		SP:Iteration 4Q (20132.630000 sec): 3 clusters
  Score: Raw -24369.780393 + Penalty 1878.741643 = -22491.038750
  nChanged 3
		SP:Iteration 5Q (20132.790000 sec): 3 clusters
  Score: Raw -24383.521012 + Penalty 1878.741643 = -22504.779370
  nChanged 1
		SP:Iteration 6Q (20132.980000 sec): 3 clusters
  Score: Raw -24385.325881 + Penalty 1878.741643 = -22506.584239
  nChanged 1
		SP:Iteration 7Q (20133.190000 sec): 3 clusters
  Score: Raw -24386.289763 + Penalty 1878.741643 = -22507.548121
  nChanged 1
		SP:Iteration 8Q (20133.480000 sec): 3 clusters
  Score: Raw -24386.820980 + Penalty 1878.741643 = -22508.079337
  nChanged 1
		SP:Iteration 9Q (20133.720000 sec): 3 clusters
  Score: Raw -24388.561873 + Penalty 1878.741643 = -22509.820230
  nChanged 1
		SP:Iteration 10Q (20134.000000 sec): 3 clusters
  Score: Raw -24400.657757 + Penalty 1878.741643 = -22521.916115
  nChanged 2
		SP:Iteration 11Q (20134.210000 sec): 3 clusters
  Score: Raw -24403.209114 + Penalty 1878.741643 = -22524.467472
  nChanged 2
		SP:Iteration 12Q (20134.350000 sec): 3 clusters
  Score: Raw -24408.179865 + Penalty 1878.741643 = -22529.438222
  nChanged 1
		SP:Iteration 13Q (20134.560000 sec): 3 clusters
  Score: Raw -24410.126412 + Penalty 1878.741643 = -22531.384770
  nChanged 2
		SP:Iteration 14Q (20134.710000 sec): 3 clusters
  Score: Raw -24412.259582 + Penalty 1878.741643 = -22533.517939
  nChanged 3
		SP:Iteration 15Q (20134.870000 sec): 3 clusters
  Score: Raw -24424.569873 + Penalty 1878.741643 = -22545.828230
  nChanged 5
		SP:Iteration 16Q (20135.060000 sec): 3 clusters
  Score: Raw -24437.247233 + Penalty 1878.741643 = -22558.505591
  nChanged 3
		SP:Iteration 17Q (20135.230000 sec): 3 clusters
  Score: Raw -24446.368887 + Penalty 1878.741643 = -22567.627245
  nChanged 2
		SP:Iteration 18Q (20135.380000 sec): 3 clusters
  Score: Raw -24447.896597 + Penalty 1878.741643 = -22569.154954
  nChanged 0
		SP:Iteration 19F (20135.540000 sec): 3 clusters
  Score: Raw -24447.896597 + Penalty 1878.741643 = -22569.154954
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 63 (411 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (20135.660000 sec): 2 clusters
  Score: Raw -49570.498553 + Penalty 978.021397 = -48592.477156
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (20135.830000 sec): 3 clusters
  Score: Raw -49603.535563 + Penalty 1956.042795 = -47647.492768
  nChanged 97
		SP:Iteration 1F (20136.050000 sec): 3 clusters
  Score: Raw -49825.643396 + Penalty 1956.042795 = -47869.600601
  nChanged 39
		SP:Iteration 2F (20136.180000 sec): 3 clusters
  Score: Raw -49893.080700 + Penalty 1956.042795 = -47937.037905
  nChanged 14
		SP:Iteration 3Q (20136.340000 sec): 3 clusters
  Score: Raw -49937.730455 + Penalty 1956.042795 = -47981.687661
  nChanged 8
		SP:Iteration 4Q (20136.520000 sec): 3 clusters
  Score: Raw -49968.219001 + Penalty 1956.042795 = -48012.176207
  nChanged 8
		SP:Iteration 5Q (20136.640000 sec): 3 clusters
  Score: Raw -50009.610410 + Penalty 1956.042795 = -48053.567616
  nChanged 8
		SP:Iteration 6Q (20136.770000 sec): 3 clusters
  Score: Raw -50047.436567 + Penalty 1956.042795 = -48091.393773
  nChanged 6
		SP:Iteration 7Q (20136.990000 sec): 3 clusters
  Score: Raw -50073.799849 + Penalty 1956.042795 = -48117.757055
  nChanged 4
		SP:Iteration 8Q (20137.100000 sec): 3 clusters
  Score: Raw -50092.023859 + Penalty 1956.042795 = -48135.981064
  nChanged 1
		SP:Iteration 9Q (20137.250000 sec): 3 clusters
  Score: Raw -50095.564822 + Penalty 1956.042795 = -48139.522028
  nChanged 2
		SP:Iteration 10Q (20137.450000 sec): 3 clusters
  Score: Raw -50103.293457 + Penalty 1956.042795 = -48147.250662
  nChanged 1
		SP:Iteration 11Q (20137.580000 sec): 3 clusters
  Score: Raw -50104.327703 + Penalty 1956.042795 = -48148.284909
  nChanged 1
		SP:Iteration 12Q (20137.710000 sec): 3 clusters
  Score: Raw -50105.516621 + Penalty 1956.042795 = -48149.473827
  nChanged 2
		SP:Iteration 13Q (20137.940000 sec): 3 clusters
  Score: Raw -50107.417989 + Penalty 1956.042795 = -48151.375194
  nChanged 2
		SP:Iteration 14Q (20138.150000 sec): 3 clusters
  Score: Raw -50110.530299 + Penalty 1956.042795 = -48154.487505
  nChanged 1
		SP:Iteration 15Q (20138.330000 sec): 3 clusters
  Score: Raw -50111.123196 + Penalty 1956.042795 = -48155.080401
  nChanged 0
		SP:Iteration 16F (20138.470000 sec): 3 clusters
  Score: Raw -50111.123196 + Penalty 1956.042795 = -48155.080401
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 64 (10930 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (20138.660000 sec): 2 clusters
  Score: Raw -1316667.450407 + Penalty 1511.130819 = -1315156.319587
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (20138.900000 sec): 3 clusters
  Score: Raw -1310416.843874 + Penalty 3022.261639 = -1307394.582235
  nChanged 4738
		SP:Iteration 1F (20139.090000 sec): 3 clusters
  Score: Raw -1313060.234150 + Penalty 3022.261639 = -1310037.972511
  nChanged 665
		SP:Iteration 2F (20139.280000 sec): 3 clusters
  Score: Raw -1313387.459752 + Penalty 3022.261639 = -1310365.198113
  nChanged 614
		SP:Iteration 3F (20139.470000 sec): 3 clusters
  Score: Raw -1313711.232253 + Penalty 3022.261639 = -1310688.970614
  nChanged 598
		SP:Iteration 4F (20139.630000 sec): 3 clusters
  Score: Raw -1314068.806374 + Penalty 3022.261639 = -1311046.544736
  nChanged 610
		SP:Iteration 5F (20139.930000 sec): 3 clusters
  Score: Raw -1314454.758212 + Penalty 3022.261639 = -1311432.496573
  nChanged 563
		SP:Iteration 6F (20140.170000 sec): 3 clusters
  Score: Raw -1314819.661684 + Penalty 3022.261639 = -1311797.400045
  nChanged 519
		SP:Iteration 7Q (20140.440000 sec): 3 clusters
  Score: Raw -1315195.986115 + Penalty 3022.261639 = -1312173.724476
  nChanged 518
		SP:Iteration 8Q (20140.680000 sec): 3 clusters
  Score: Raw -1315540.350096 + Penalty 3022.261639 = -1312518.088457
  nChanged 409
		SP:Iteration 9Q (20140.890000 sec): 3 clusters
  Score: Raw -1315784.610799 + Penalty 3022.261639 = -1312762.349160
  nChanged 352
		SP:Iteration 10Q (20141.150000 sec): 3 clusters
  Score: Raw -1315977.070165 + Penalty 3022.261639 = -1312954.808526
  nChanged 280
		SP:Iteration 11Q (20141.430000 sec): 3 clusters
  Score: Raw -1316115.727179 + Penalty 3022.261639 = -1313093.465540
  nChanged 207
		SP:Iteration 12Q (20141.600000 sec): 3 clusters
  Score: Raw -1316205.916100 + Penalty 3022.261639 = -1313183.654461
  nChanged 165
		SP:Iteration 13Q (20141.810000 sec): 3 clusters
  Score: Raw -1316269.150282 + Penalty 3022.261639 = -1313246.888643
  nChanged 136
		SP:Iteration 14Q (20142.030000 sec): 3 clusters
  Score: Raw -1316323.554070 + Penalty 3022.261639 = -1313301.292431
  nChanged 134
		SP:Iteration 15Q (20142.260000 sec): 3 clusters
  Score: Raw -1316387.011665 + Penalty 3022.261639 = -1313364.750026
  nChanged 145
		SP:Iteration 16Q (20142.520000 sec): 3 clusters
  Score: Raw -1316446.266988 + Penalty 3022.261639 = -1313424.005349
  nChanged 130
		SP:Iteration 17Q (20142.790000 sec): 3 clusters
  Score: Raw -1316493.567167 + Penalty 3022.261639 = -1313471.305528
  nChanged 114
		SP:Iteration 18Q (20142.950000 sec): 3 clusters
  Score: Raw -1316535.134897 + Penalty 3022.261639 = -1313512.873258
  nChanged 94
		SP:Iteration 19Q (20143.140000 sec): 3 clusters
  Score: Raw -1316565.103852 + Penalty 3022.261639 = -1313542.842213
  nChanged 81
		SP:Iteration 20F (20143.310000 sec): 3 clusters
  Score: Raw -1316587.776405 + Penalty 3022.261639 = -1313565.514767
  nChanged 70
		SP:Iteration 21Q (20143.510000 sec): 3 clusters
  Score: Raw -1316611.008623 + Penalty 3022.261639 = -1313588.746984
  nChanged 60
		SP:Iteration 22Q (20143.710000 sec): 3 clusters
  Score: Raw -1316628.534472 + Penalty 3022.261639 = -1313606.272833
  nChanged 68
		SP:Iteration 23Q (20143.940000 sec): 3 clusters
  Score: Raw -1316646.323946 + Penalty 3022.261639 = -1313624.062308
  nChanged 61
		SP:Iteration 24Q (20144.100000 sec): 3 clusters
  Score: Raw -1316662.780280 + Penalty 3022.261639 = -1313640.518641
  nChanged 66
		SP:Iteration 25Q (20144.360000 sec): 3 clusters
  Score: Raw -1316678.656052 + Penalty 3022.261639 = -1313656.394413
  nChanged 63
		SP:Iteration 26Q (20144.630000 sec): 3 clusters
  Score: Raw -1316698.674757 + Penalty 3022.261639 = -1313676.413118
  nChanged 55
		SP:Iteration 27Q (20144.810000 sec): 3 clusters
  Score: Raw -1316714.311530 + Penalty 3022.261639 = -1313692.049891
  nChanged 57
		SP:Iteration 28Q (20145.130000 sec): 3 clusters
  Score: Raw -1316728.254981 + Penalty 3022.261639 = -1313705.993342
  nChanged 49
		SP:Iteration 29Q (20145.370000 sec): 3 clusters
  Score: Raw -1316741.285814 + Penalty 3022.261639 = -1313719.024176
  nChanged 54
		SP:Iteration 30Q (20145.670000 sec): 3 clusters
  Score: Raw -1316755.301097 + Penalty 3022.261639 = -1313733.039459
  nChanged 44
		SP:Iteration 31Q (20145.850000 sec): 3 clusters
  Score: Raw -1316765.668690 + Penalty 3022.261639 = -1313743.407052
  nChanged 43
		SP:Iteration 32Q (20146.080000 sec): 3 clusters
  Score: Raw -1316777.297159 + Penalty 3022.261639 = -1313755.035520
  nChanged 56
		SP:Iteration 33Q (20146.340000 sec): 3 clusters
  Score: Raw -1316801.022694 + Penalty 3022.261639 = -1313778.761055
  nChanged 68
		SP:Iteration 34Q (20146.600000 sec): 3 clusters
  Score: Raw -1316829.819646 + Penalty 3022.261639 = -1313807.558007
  nChanged 77
		SP:Iteration 35Q (20146.890000 sec): 3 clusters
  Score: Raw -1316855.089070 + Penalty 3022.261639 = -1313832.827431
  nChanged 60
		SP:Iteration 36Q (20147.030000 sec): 3 clusters
  Score: Raw -1316879.986978 + Penalty 3022.261639 = -1313857.725339
  nChanged 78
		SP:Iteration 37Q (20147.300000 sec): 3 clusters
  Score: Raw -1316916.744315 + Penalty 3022.261639 = -1313894.482676
  nChanged 73
		SP:Iteration 38Q (20147.560000 sec): 3 clusters
  Score: Raw -1316948.743458 + Penalty 3022.261639 = -1313926.481819
  nChanged 70
		SP:Iteration 39Q (20147.870000 sec): 3 clusters
  Score: Raw -1316977.517330 + Penalty 3022.261639 = -1313955.255692
  nChanged 70
		SP:Iteration 40F (20148.080000 sec): 3 clusters
  Score: Raw -1317005.036936 + Penalty 3022.261639 = -1313982.775297
  nChanged 72
		SP:Iteration 41Q (20148.330000 sec): 3 clusters
  Score: Raw -1317038.190490 + Penalty 3022.261639 = -1314015.928851
  nChanged 74
		SP:Iteration 42Q (20148.580000 sec): 3 clusters
  Score: Raw -1317065.999802 + Penalty 3022.261639 = -1314043.738163
  nChanged 48
		SP:Iteration 43Q (20148.790000 sec): 3 clusters
  Score: Raw -1317083.736384 + Penalty 3022.261639 = -1314061.474745
  nChanged 53
		SP:Iteration 44Q (20148.970000 sec): 3 clusters
  Score: Raw -1317106.908895 + Penalty 3022.261639 = -1314084.647256
  nChanged 47
		SP:Iteration 45Q (20149.150000 sec): 3 clusters
  Score: Raw -1317123.070679 + Penalty 3022.261639 = -1314100.809041
  nChanged 42
		SP:Iteration 46Q (20149.330000 sec): 3 clusters
  Score: Raw -1317138.459784 + Penalty 3022.261639 = -1314116.198145
  nChanged 36
		SP:Iteration 47Q (20149.510000 sec): 3 clusters
  Score: Raw -1317150.907743 + Penalty 3022.261639 = -1314128.646104
  nChanged 40
		SP:Iteration 48Q (20149.690000 sec): 3 clusters
  Score: Raw -1317164.102837 + Penalty 3022.261639 = -1314141.841198
  nChanged 27
		SP:Iteration 49Q (20149.860000 sec): 3 clusters
  Score: Raw -1317171.941331 + Penalty 3022.261639 = -1314149.679692
  nChanged 22
		SP:Iteration 50Q (20150.040000 sec): 3 clusters
  Score: Raw -1317178.712726 + Penalty 3022.261639 = -1314156.451087
  nChanged 22
		SP:Iteration 51Q (20150.220000 sec): 3 clusters
  Score: Raw -1317185.149073 + Penalty 3022.261639 = -1314162.887434
  nChanged 21
		SP:Iteration 52Q (20150.400000 sec): 3 clusters
  Score: Raw -1317189.631791 + Penalty 3022.261639 = -1314167.370152
  nChanged 20
		SP:Iteration 53Q (20150.580000 sec): 3 clusters
  Score: Raw -1317194.142037 + Penalty 3022.261639 = -1314171.880398
  nChanged 16
		SP:Iteration 54Q (20150.790000 sec): 3 clusters
  Score: Raw -1317198.323832 + Penalty 3022.261639 = -1314176.062193
  nChanged 19
		SP:Iteration 55Q (20150.960000 sec): 3 clusters
  Score: Raw -1317203.705868 + Penalty 3022.261639 = -1314181.444229
  nChanged 11
		SP:Iteration 56Q (20151.210000 sec): 3 clusters
  Score: Raw -1317205.953725 + Penalty 3022.261639 = -1314183.692086
  nChanged 12
		SP:Iteration 57Q (20151.470000 sec): 3 clusters
  Score: Raw -1317208.611292 + Penalty 3022.261639 = -1314186.349653
  nChanged 17
		SP:Iteration 58Q (20151.660000 sec): 3 clusters
  Score: Raw -1317214.491446 + Penalty 3022.261639 = -1314192.229808
  nChanged 15
		SP:Iteration 59Q (20151.910000 sec): 3 clusters
  Score: Raw -1317217.920485 + Penalty 3022.261639 = -1314195.658846
  nChanged 11
		SP:Iteration 60F (20152.120000 sec): 3 clusters
  Score: Raw -1317221.571505 + Penalty 3022.261639 = -1314199.309866
  nChanged 10
		SP:Iteration 61Q (20152.320000 sec): 3 clusters
  Score: Raw -1317224.203949 + Penalty 3022.261639 = -1314201.942310
  nChanged 15
		SP:Iteration 62Q (20152.520000 sec): 3 clusters
  Score: Raw -1317228.750806 + Penalty 3022.261639 = -1314206.489167
  nChanged 18
		SP:Iteration 63Q (20152.710000 sec): 3 clusters
  Score: Raw -1317232.403776 + Penalty 3022.261639 = -1314210.142137
  nChanged 6
		SP:Iteration 64Q (20152.980000 sec): 3 clusters
  Score: Raw -1317233.430002 + Penalty 3022.261639 = -1314211.168363
  nChanged 4
		SP:Iteration 65Q (20153.140000 sec): 3 clusters
  Score: Raw -1317234.162386 + Penalty 3022.261639 = -1314211.900747
  nChanged 4
		SP:Iteration 66Q (20153.370000 sec): 3 clusters
  Score: Raw -1317235.017805 + Penalty 3022.261639 = -1314212.756167
  nChanged 4
		SP:Iteration 67Q (20153.570000 sec): 3 clusters
  Score: Raw -1317235.962476 + Penalty 3022.261639 = -1314213.700837
  nChanged 8
		SP:Iteration 68Q (20153.770000 sec): 3 clusters
  Score: Raw -1317237.669065 + Penalty 3022.261639 = -1314215.407426
  nChanged 5
		SP:Iteration 69Q (20154.070000 sec): 3 clusters
  Score: Raw -1317238.521517 + Penalty 3022.261639 = -1314216.259878
  nChanged 3
		SP:Iteration 70Q (20154.240000 sec): 3 clusters
  Score: Raw -1317239.408537 + Penalty 3022.261639 = -1314217.146898
  nChanged 5
		SP:Iteration 71Q (20154.470000 sec): 3 clusters
  Score: Raw -1317240.177469 + Penalty 3022.261639 = -1314217.915830
  nChanged 5
		SP:Iteration 72Q (20154.720000 sec): 3 clusters
  Score: Raw -1317240.911812 + Penalty 3022.261639 = -1314218.650174
  nChanged 3
		SP:Iteration 73Q (20154.920000 sec): 3 clusters
  Score: Raw -1317241.171978 + Penalty 3022.261639 = -1314218.910339
  nChanged 3
		SP:Iteration 74Q (20155.120000 sec): 3 clusters
  Score: Raw -1317241.950807 + Penalty 3022.261639 = -1314219.689168
  nChanged 7
		SP:Iteration 75Q (20155.350000 sec): 3 clusters
  Score: Raw -1317243.607461 + Penalty 3022.261639 = -1314221.345822
  nChanged 6
		SP:Iteration 76Q (20155.610000 sec): 3 clusters
  Score: Raw -1317245.071810 + Penalty 3022.261639 = -1314222.810171
  nChanged 6
		SP:Iteration 77Q (20155.890000 sec): 3 clusters
  Score: Raw -1317246.586770 + Penalty 3022.261639 = -1314224.325131
  nChanged 4
		SP:Iteration 78Q (20156.120000 sec): 3 clusters
  Score: Raw -1317247.600792 + Penalty 3022.261639 = -1314225.339153
  nChanged 4
		SP:Iteration 79Q (20156.310000 sec): 3 clusters
  Score: Raw -1317248.433981 + Penalty 3022.261639 = -1314226.172342
  nChanged 5
		SP:Iteration 80F (20156.540000 sec): 3 clusters
  Score: Raw -1317249.378906 + Penalty 3022.261639 = -1314227.117267
  nChanged 6
		SP:Iteration 81Q (20156.750000 sec): 3 clusters
  Score: Raw -1317250.320537 + Penalty 3022.261639 = -1314228.058898
  nChanged 3
		SP:Iteration 82Q (20156.950000 sec): 3 clusters
  Score: Raw -1317252.278608 + Penalty 3022.261639 = -1314230.016969
  nChanged 7
		SP:Iteration 83Q (20157.170000 sec): 3 clusters
  Score: Raw -1317254.076294 + Penalty 3022.261639 = -1314231.814655
  nChanged 7
		SP:Iteration 84Q (20157.430000 sec): 3 clusters
  Score: Raw -1317254.799859 + Penalty 3022.261639 = -1314232.538221
  nChanged 4
		SP:Iteration 85Q (20157.710000 sec): 3 clusters
  Score: Raw -1317255.427743 + Penalty 3022.261639 = -1314233.166105
  nChanged 3
		SP:Iteration 86Q (20157.920000 sec): 3 clusters
  Score: Raw -1317256.175516 + Penalty 3022.261639 = -1314233.913877
  nChanged 3
		SP:Iteration 87Q (20158.160000 sec): 3 clusters
  Score: Raw -1317256.510131 + Penalty 3022.261639 = -1314234.248492
  nChanged 2
		SP:Iteration 88Q (20158.360000 sec): 3 clusters
  Score: Raw -1317256.679519 + Penalty 3022.261639 = -1314234.417880
  nChanged 0
		SP:Iteration 89F (20158.580000 sec): 3 clusters
  Score: Raw -1317256.679519 + Penalty 3022.261639 = -1314234.417880
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 66 (577 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (20158.730000 sec): 2 clusters
  Score: Raw -70763.956553 + Penalty 1033.149368 = -69730.807185
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (20158.900000 sec): 3 clusters
  Score: Raw -70651.420246 + Penalty 2066.298737 = -68585.121510
  nChanged 127
		SP:Iteration 1F (20159.080000 sec): 3 clusters
  Score: Raw -70798.162682 + Penalty 2066.298737 = -68731.863946
  nChanged 33
		SP:Iteration 2F (20159.220000 sec): 3 clusters
  Score: Raw -70876.540282 + Penalty 2066.298737 = -68810.241545
  nChanged 26
		SP:Iteration 3Q (20159.400000 sec): 3 clusters
  Score: Raw -70971.624909 + Penalty 2066.298737 = -68905.326172
  nChanged 22
		SP:Iteration 4Q (20159.600000 sec): 3 clusters
  Score: Raw -71020.709629 + Penalty 2066.298737 = -68954.410893
  nChanged 20
		SP:Iteration 5Q (20159.810000 sec): 3 clusters
  Score: Raw -71055.488178 + Penalty 2066.298737 = -68989.189442
  nChanged 19
		SP:Iteration 6Q (20159.980000 sec): 3 clusters
  Score: Raw -71084.212841 + Penalty 2066.298737 = -69017.914105
  nChanged 12
		SP:Iteration 7Q (20160.100000 sec): 3 clusters
  Score: Raw -71100.209022 + Penalty 2066.298737 = -69033.910285
  nChanged 10
		SP:Iteration 8Q (20160.260000 sec): 3 clusters
  Score: Raw -71116.096063 + Penalty 2066.298737 = -69049.797326
  nChanged 8
		SP:Iteration 9Q (20160.460000 sec): 3 clusters
  Score: Raw -71131.531281 + Penalty 2066.298737 = -69065.232545
  nChanged 6
		SP:Iteration 10Q (20160.660000 sec): 3 clusters
  Score: Raw -71149.879522 + Penalty 2066.298737 = -69083.580786
  nChanged 8
		SP:Iteration 11Q (20160.800000 sec): 3 clusters
  Score: Raw -71161.592532 + Penalty 2066.298737 = -69095.293795
  nChanged 6
		SP:Iteration 12Q (20161.000000 sec): 3 clusters
  Score: Raw -71175.123067 + Penalty 2066.298737 = -69108.824331
  nChanged 4
		SP:Iteration 13Q (20161.190000 sec): 3 clusters
  Score: Raw -71180.385662 + Penalty 2066.298737 = -69114.086925
  nChanged 3
		SP:Iteration 14Q (20161.320000 sec): 3 clusters
  Score: Raw -71186.445914 + Penalty 2066.298737 = -69120.147178
  nChanged 3
		SP:Iteration 15Q (20161.440000 sec): 3 clusters
  Score: Raw -71196.215816 + Penalty 2066.298737 = -69129.917079
  nChanged 3
		SP:Iteration 16Q (20161.590000 sec): 3 clusters
  Score: Raw -71204.411780 + Penalty 2066.298737 = -69138.113044
  nChanged 0
		SP:Iteration 17F (20161.690000 sec): 3 clusters
  Score: Raw -71204.411780 + Penalty 2066.298737 = -69138.113044
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 67 (177 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (20161.780000 sec): 2 clusters
  Score: Raw -13801.543143 + Penalty 841.124332 = -12960.418811
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (20161.950000 sec): 3 clusters
  Score: Raw -14011.267816 + Penalty 1682.248663 = -12329.019153
  nChanged 19
		SP:Iteration 1F (20162.100000 sec): 3 clusters
  Score: Raw -14072.689026 + Penalty 1682.248663 = -12390.440363
  nChanged 8
		SP:Iteration 2Q (20162.240000 sec): 3 clusters
  Score: Raw -14091.601817 + Penalty 1682.248663 = -12409.353154
  nChanged 2
		SP:Iteration 3Q (20162.360000 sec): 3 clusters
  Score: Raw -14099.659874 + Penalty 1682.248663 = -12417.411211
  nChanged 1
		SP:Iteration 4Q (20162.490000 sec): 3 clusters
  Score: Raw -14101.979847 + Penalty 1682.248663 = -12419.731184
  nChanged 1
		SP:Iteration 5Q (20162.660000 sec): 3 clusters
  Score: Raw -14104.003404 + Penalty 1682.248663 = -12421.754741
  nChanged 1
		SP:Iteration 6Q (20162.780000 sec): 3 clusters
  Score: Raw -14106.285389 + Penalty 1682.248663 = -12424.036726
  nChanged 0
		SP:Iteration 7F (20162.990000 sec): 3 clusters
  Score: Raw -14106.285389 + Penalty 1682.248663 = -12424.036726
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 68 (144 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (20163.030000 sec): 2 clusters
  Score: Raw -7385.305453 + Penalty 807.594661 = -6577.710792
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (20163.190000 sec): 3 clusters
  Score: Raw -7518.997537 + Penalty 1615.189322 = -5903.808214
  nChanged 16
		SP:Iteration 1F (20163.370000 sec): 3 clusters
  Score: Raw -7605.279943 + Penalty 1615.189322 = -5990.090621
  nChanged 11
		SP:Iteration 2F (20163.470000 sec): 3 clusters
  Score: Raw -7675.158551 + Penalty 1615.189322 = -6059.969228
  nChanged 3
		SP:Iteration 3Q (20163.610000 sec): 3 clusters
  Score: Raw -7695.313579 + Penalty 1615.189322 = -6080.124257
  nChanged 1
		SP:Iteration 4Q (20163.820000 sec): 3 clusters
  Score: Raw -7712.051331 + Penalty 1615.189322 = -6096.862009
  nChanged 1
		SP:Iteration 5Q (20164.040000 sec): 3 clusters
  Score: Raw -7722.731415 + Penalty 1615.189322 = -6107.542093
  nChanged 1
		SP:Iteration 6Q (20164.180000 sec): 3 clusters
  Score: Raw -7731.771010 + Penalty 1615.189322 = -6116.581688
  nChanged 0
		SP:Iteration 7F (20164.420000 sec): 3 clusters
  Score: Raw -7731.771010 + Penalty 1615.189322 = -6116.581688
  nChanged 0
Deleting Class 70 (167 points): Lose 1600.228532 but Gain 2224.536093
Iteration 219Q (20257.160000 sec): 71 clusters
  Score: Raw -104738002.200098 + Penalty 155717.526529 = -104582284.673568
  nChanged 1677
Deleting Class 55 (160 points): Lose 2182.769771 but Gain 2224.536093
Iteration 220F (20415.030000 sec): 70 clusters
  Score: Raw -104737007.989998 + Penalty 153492.990436 = -104583514.999562
  nChanged 1355
Iteration 221Q (20536.040000 sec): 70 clusters
  Score: Raw -104737762.081531 + Penalty 153492.990436 = -104584269.091095
  nChanged 968
Iteration 222Q (20632.320000 sec): 70 clusters
  Score: Raw -104738092.103302 + Penalty 153492.990436 = -104584599.112866
  nChanged 846
Iteration 223Q (20724.430000 sec): 70 clusters
  Score: Raw -104738431.623276 + Penalty 153492.990436 = -104584938.632840
  nChanged 719
Iteration 224Q (20820.260000 sec): 70 clusters
  Score: Raw -104738562.553294 + Penalty 153492.990436 = -104585069.562858
  nChanged 616
Iteration 225Q (20922.530000 sec): 70 clusters
  Score: Raw -104738674.808266 + Penalty 153492.990436 = -104585181.817830
  nChanged 589
Iteration 226Q (21012.550000 sec): 70 clusters
  Score: Raw -104738723.334701 + Penalty 153492.990436 = -104585230.344265
  nChanged 533
Iteration 227Q (21117.820000 sec): 70 clusters
  Score: Raw -104738768.733657 + Penalty 153492.990436 = -104585275.743221
  nChanged 478
Iteration 228Q (21230.310000 sec): 70 clusters
  Score: Raw -104738806.424660 + Penalty 153492.990436 = -104585313.434223
  nChanged 465
Iteration 229Q (21339.880000 sec): 70 clusters
  Score: Raw -104738848.397660 + Penalty 153492.990436 = -104585355.407224
  nChanged 428
Iteration 230Q (21448.690000 sec): 70 clusters
  Score: Raw -104738878.107280 + Penalty 153492.990436 = -104585385.116844
  nChanged 397
Iteration 231Q (21556.060000 sec): 70 clusters
  Score: Raw -104738903.105023 + Penalty 153492.990436 = -104585410.114587
  nChanged 360
Iteration 232Q (21665.080000 sec): 70 clusters
  Score: Raw -104738929.393947 + Penalty 153492.990436 = -104585436.403511
  nChanged 379
Iteration 233Q (21776.860000 sec): 70 clusters
  Score: Raw -104738959.012575 + Penalty 153492.990436 = -104585466.022139
  nChanged 349
Iteration 234Q (21886.030000 sec): 70 clusters
  Score: Raw -104738985.046030 + Penalty 153492.990436 = -104585492.055594
  nChanged 343
Iteration 235Q (21994.930000 sec): 70 clusters
  Score: Raw -104739010.361261 + Penalty 153492.990436 = -104585517.370825
  nChanged 323
Iteration 236Q (22105.390000 sec): 70 clusters
  Score: Raw -104739044.909708 + Penalty 153492.990436 = -104585551.919272
  nChanged 297
Iteration 237Q (22216.260000 sec): 70 clusters
  Score: Raw -104739073.877053 + Penalty 153492.990436 = -104585580.886617
  nChanged 274
Iteration 238Q (22305.260000 sec): 70 clusters
  Score: Raw -104739086.415966 + Penalty 153492.990436 = -104585593.425530
  nChanged 269
Iteration 239Q (22409.700000 sec): 70 clusters
  Score: Raw -104739101.454925 + Penalty 153492.990436 = -104585608.464489
  nChanged 287
Iteration 240F (22562.890000 sec): 70 clusters
  Score: Raw -104739144.247390 + Penalty 153492.990436 = -104585651.256954
  nChanged 251
Iteration 241Q (22668.280000 sec): 70 clusters
  Score: Raw -104739263.909127 + Penalty 153492.990436 = -104585770.918691
  nChanged 228
Iteration 242Q (22776.940000 sec): 70 clusters
  Score: Raw -104739291.353458 + Penalty 153492.990436 = -104585798.363022
  nChanged 224
Iteration 243Q (22886.930000 sec): 70 clusters
  Score: Raw -104739316.760159 + Penalty 153492.990436 = -104585823.769723
  nChanged 185
Iteration 244Q (22991.650000 sec): 70 clusters
  Score: Raw -104739322.781045 + Penalty 153492.990436 = -104585829.790609
  nChanged 191
Iteration 245Q (23099.600000 sec): 70 clusters
  Score: Raw -104739329.382723 + Penalty 153492.990436 = -104585836.392287
  nChanged 204
Iteration 246Q (23209.270000 sec): 70 clusters
  Score: Raw -104739336.007994 + Penalty 153492.990436 = -104585843.017558
  nChanged 192
Iteration 247Q (23316.480000 sec): 70 clusters
  Score: Raw -104739342.593260 + Penalty 153492.990436 = -104585849.602824
  nChanged 191
Iteration 248Q (23423.270000 sec): 70 clusters
  Score: Raw -104739349.455030 + Penalty 153492.990436 = -104585856.464594
  nChanged 200
Iteration 249Q (23541.730000 sec): 70 clusters
  Score: Raw -104739357.152518 + Penalty 153492.990436 = -104585864.162082
  nChanged 218
Iteration 250Q (23650.140000 sec): 70 clusters
  Score: Raw -104739365.477792 + Penalty 153492.990436 = -104585872.487356
  nChanged 218
Iteration 251Q (23741.120000 sec): 70 clusters
  Score: Raw -104739372.495167 + Penalty 153492.990436 = -104585879.504731
  nChanged 201
Iteration 252Q (23835.640000 sec): 70 clusters
  Score: Raw -104739378.489604 + Penalty 153492.990436 = -104585885.499168
  nChanged 161
Iteration 253Q (23933.630000 sec): 70 clusters
  Score: Raw -104739383.990436 + Penalty 153492.990436 = -104585891.000000
  nChanged 147
Iteration 254Q (24026.460000 sec): 70 clusters
  Score: Raw -104739388.095812 + Penalty 153492.990436 = -104585895.105375
  nChanged 143
Iteration 255Q (24132.430000 sec): 70 clusters
  Score: Raw -104739392.357890 + Penalty 153492.990436 = -104585899.367454
  nChanged 135
Iteration 256Q (24237.120000 sec): 70 clusters
  Score: Raw -104739396.638461 + Penalty 153492.990436 = -104585903.648025
  nChanged 144
Iteration 257Q (24344.130000 sec): 70 clusters
  Score: Raw -104739401.678965 + Penalty 153492.990436 = -104585908.688529
  nChanged 143
Iteration 258Q (24455.110000 sec): 70 clusters
  Score: Raw -104739406.456631 + Penalty 153492.990436 = -104585913.466195
  nChanged 122
Writing temp clu file 
Because OldScore, -104585908.688529, is greater than current (better) Score,-104585913.466195 
 Compute initial score before splitting:   Score: Raw -104739406.456631 + Penalty 153492.990436 = -104585913.466195
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 1 (10386 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (24455.510000 sec): 2 clusters
  Score: Raw -1232632.369993 + Penalty 1502.834779 = -1231129.535214
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (24455.750000 sec): 3 clusters
  Score: Raw -1226822.585124 + Penalty 3005.669558 = -1223816.915566
  nChanged 4460
		SP:Iteration 1F (24456.000000 sec): 3 clusters
  Score: Raw -1229151.499472 + Penalty 3005.669558 = -1226145.829914
  nChanged 605
		SP:Iteration 2F (24456.150000 sec): 3 clusters
  Score: Raw -1229420.522061 + Penalty 3005.669558 = -1226414.852503
  nChanged 519
		SP:Iteration 3Q (24456.360000 sec): 3 clusters
  Score: Raw -1229642.091005 + Penalty 3005.669558 = -1226636.421448
  nChanged 477
		SP:Iteration 4Q (24456.520000 sec): 3 clusters
  Score: Raw -1229868.029872 + Penalty 3005.669558 = -1226862.360314
  nChanged 509
		SP:Iteration 5Q (24456.670000 sec): 3 clusters
  Score: Raw -1230116.522786 + Penalty 3005.669558 = -1227110.853228
  nChanged 519
		SP:Iteration 6Q (24456.850000 sec): 3 clusters
  Score: Raw -1230372.804820 + Penalty 3005.669558 = -1227367.135262
  nChanged 486
		SP:Iteration 7Q (24457.110000 sec): 3 clusters
  Score: Raw -1230630.515424 + Penalty 3005.669558 = -1227624.845867
  nChanged 465
		SP:Iteration 8Q (24457.300000 sec): 3 clusters
  Score: Raw -1230913.568588 + Penalty 3005.669558 = -1227907.899030
  nChanged 488
		SP:Iteration 9Q (24457.480000 sec): 3 clusters
  Score: Raw -1231221.590130 + Penalty 3005.669558 = -1228215.920572
  nChanged 463
		SP:Iteration 10Q (24457.780000 sec): 3 clusters
  Score: Raw -1231519.562860 + Penalty 3005.669558 = -1228513.893302
  nChanged 386
		SP:Iteration 11Q (24458.040000 sec): 3 clusters
  Score: Raw -1231784.219614 + Penalty 3005.669558 = -1228778.550056
  nChanged 347
		SP:Iteration 12Q (24458.220000 sec): 3 clusters
  Score: Raw -1232015.193572 + Penalty 3005.669558 = -1229009.524014
  nChanged 251
		SP:Iteration 13Q (24458.430000 sec): 3 clusters
  Score: Raw -1232197.730323 + Penalty 3005.669558 = -1229192.060765
  nChanged 220
		SP:Iteration 14Q (24458.650000 sec): 3 clusters
  Score: Raw -1232384.974446 + Penalty 3005.669558 = -1229379.304888
  nChanged 153
		SP:Iteration 15Q (24458.890000 sec): 3 clusters
  Score: Raw -1232504.523451 + Penalty 3005.669558 = -1229498.853893
  nChanged 129
		SP:Iteration 16Q (24459.070000 sec): 3 clusters
  Score: Raw -1232598.448033 + Penalty 3005.669558 = -1229592.778475
  nChanged 95
		SP:Iteration 17Q (24459.260000 sec): 3 clusters
  Score: Raw -1232668.439403 + Penalty 3005.669558 = -1229662.769845
  nChanged 64
		SP:Iteration 18Q (24459.480000 sec): 3 clusters
  Score: Raw -1232705.644198 + Penalty 3005.669558 = -1229699.974640
  nChanged 46
		SP:Iteration 19Q (24459.740000 sec): 3 clusters
  Score: Raw -1232734.591353 + Penalty 3005.669558 = -1229728.921795
  nChanged 40
		SP:Iteration 20F (24460.000000 sec): 3 clusters
  Score: Raw -1232761.929131 + Penalty 3005.669558 = -1229756.259573
  nChanged 38
		SP:Iteration 21Q (24460.280000 sec): 3 clusters
  Score: Raw -1232786.817838 + Penalty 3005.669558 = -1229781.148281
  nChanged 27
		SP:Iteration 22Q (24460.550000 sec): 3 clusters
  Score: Raw -1232801.730799 + Penalty 3005.669558 = -1229796.061241
  nChanged 21
		SP:Iteration 23Q (24460.730000 sec): 3 clusters
  Score: Raw -1232814.703502 + Penalty 3005.669558 = -1229809.033944
  nChanged 12
		SP:Iteration 24Q (24460.950000 sec): 3 clusters
  Score: Raw -1232822.916317 + Penalty 3005.669558 = -1229817.246759
  nChanged 14
		SP:Iteration 25Q (24461.130000 sec): 3 clusters
  Score: Raw -1232833.291502 + Penalty 3005.669558 = -1229827.621944
  nChanged 13
		SP:Iteration 26Q (24461.390000 sec): 3 clusters
  Score: Raw -1232840.170552 + Penalty 3005.669558 = -1229834.500994
  nChanged 10
		SP:Iteration 27Q (24461.550000 sec): 3 clusters
  Score: Raw -1232847.287137 + Penalty 3005.669558 = -1229841.617579
  nChanged 6
		SP:Iteration 28Q (24461.770000 sec): 3 clusters
  Score: Raw -1232851.049022 + Penalty 3005.669558 = -1229845.379464
  nChanged 9
		SP:Iteration 29Q (24462.010000 sec): 3 clusters
  Score: Raw -1232858.050766 + Penalty 3005.669558 = -1229852.381208
  nChanged 6
		SP:Iteration 30Q (24462.230000 sec): 3 clusters
  Score: Raw -1232863.743659 + Penalty 3005.669558 = -1229858.074101
  nChanged 9
		SP:Iteration 31Q (24462.460000 sec): 3 clusters
  Score: Raw -1232869.176305 + Penalty 3005.669558 = -1229863.506747
  nChanged 5
		SP:Iteration 32Q (24462.680000 sec): 3 clusters
  Score: Raw -1232873.602086 + Penalty 3005.669558 = -1229867.932528
  nChanged 5
		SP:Iteration 33Q (24462.870000 sec): 3 clusters
  Score: Raw -1232876.065669 + Penalty 3005.669558 = -1229870.396111
  nChanged 4
		SP:Iteration 34Q (24463.110000 sec): 3 clusters
  Score: Raw -1232878.547607 + Penalty 3005.669558 = -1229872.878049
  nChanged 1
		SP:Iteration 35Q (24463.290000 sec): 3 clusters
  Score: Raw -1232879.000021 + Penalty 3005.669558 = -1229873.330463
  nChanged 2
		SP:Iteration 36Q (24463.560000 sec): 3 clusters
  Score: Raw -1232880.426600 + Penalty 3005.669558 = -1229874.757042
  nChanged 2
		SP:Iteration 37Q (24463.820000 sec): 3 clusters
  Score: Raw -1232882.068411 + Penalty 3005.669558 = -1229876.398853
  nChanged 5
		SP:Iteration 38Q (24464.110000 sec): 3 clusters
  Score: Raw -1232885.370520 + Penalty 3005.669558 = -1229879.700962
  nChanged 3
		SP:Iteration 39Q (24464.350000 sec): 3 clusters
  Score: Raw -1232886.887571 + Penalty 3005.669558 = -1229881.218013
  nChanged 2
		SP:Iteration 40F (24464.600000 sec): 3 clusters
  Score: Raw -1232887.963380 + Penalty 3005.669558 = -1229882.293822
  nChanged 3
		SP:Iteration 41Q (24464.840000 sec): 3 clusters
  Score: Raw -1232889.724291 + Penalty 3005.669558 = -1229884.054733
  nChanged 4
		SP:Iteration 42Q (24465.000000 sec): 3 clusters
  Score: Raw -1232890.930984 + Penalty 3005.669558 = -1229885.261426
  nChanged 1
		SP:Iteration 43Q (24465.180000 sec): 3 clusters
  Score: Raw -1232891.313876 + Penalty 3005.669558 = -1229885.644318
  nChanged 1
		SP:Iteration 44Q (24465.440000 sec): 3 clusters
  Score: Raw -1232891.874291 + Penalty 3005.669558 = -1229886.204733
  nChanged 2
		SP:Iteration 45Q (24465.630000 sec): 3 clusters
  Score: Raw -1232893.336758 + Penalty 3005.669558 = -1229887.667200
  nChanged 3
		SP:Iteration 46Q (24465.800000 sec): 3 clusters
  Score: Raw -1232896.331086 + Penalty 3005.669558 = -1229890.661529
  nChanged 4
		SP:Iteration 47Q (24465.980000 sec): 3 clusters
  Score: Raw -1232898.054253 + Penalty 3005.669558 = -1229892.384695
  nChanged 4
		SP:Iteration 48Q (24466.200000 sec): 3 clusters
  Score: Raw -1232901.811498 + Penalty 3005.669558 = -1229896.141940
  nChanged 3
		SP:Iteration 49Q (24466.440000 sec): 3 clusters
  Score: Raw -1232903.640289 + Penalty 3005.669558 = -1229897.970731
  nChanged 2
		SP:Iteration 50Q (24466.670000 sec): 3 clusters
  Score: Raw -1232904.712540 + Penalty 3005.669558 = -1229899.042982
  nChanged 2
		SP:Iteration 51Q (24466.910000 sec): 3 clusters
  Score: Raw -1232905.664534 + Penalty 3005.669558 = -1229899.994976
  nChanged 1
		SP:Iteration 52Q (24467.210000 sec): 3 clusters
  Score: Raw -1232906.253976 + Penalty 3005.669558 = -1229900.584418
  nChanged 0
		SP:Iteration 53F (24467.440000 sec): 3 clusters
  Score: Raw -1232906.253976 + Penalty 3005.669558 = -1229900.584418
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 2 (36682 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (24467.740000 sec): 2 clusters
  Score: Raw -4606543.174519 + Penalty 1707.881736 = -4604835.292783
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (24468.140000 sec): 3 clusters
  Score: Raw -4583585.728555 + Penalty 3415.763471 = -4580169.965083
  nChanged 17058
		SP:Iteration 1F (24468.620000 sec): 3 clusters
  Score: Raw -4593225.993047 + Penalty 3415.763471 = -4589810.229576
  nChanged 1683
		SP:Iteration 2Q (24469.070000 sec): 3 clusters
  Score: Raw -4593776.140887 + Penalty 3415.763471 = -4590360.377415
  nChanged 1582
		SP:Iteration 3Q (24469.550000 sec): 3 clusters
  Score: Raw -4594339.940168 + Penalty 3415.763471 = -4590924.176697
  nChanged 1625
		SP:Iteration 4Q (24470.020000 sec): 3 clusters
  Score: Raw -4594928.973825 + Penalty 3415.763471 = -4591513.210354
  nChanged 1615
		SP:Iteration 5Q (24470.390000 sec): 3 clusters
  Score: Raw -4595596.526019 + Penalty 3415.763471 = -4592180.762547
  nChanged 1726
		SP:Iteration 6Q (24470.790000 sec): 3 clusters
  Score: Raw -4596389.051700 + Penalty 3415.763471 = -4592973.288229
  nChanged 1814
		SP:Iteration 7Q (24471.180000 sec): 3 clusters
  Score: Raw -4597373.197719 + Penalty 3415.763471 = -4593957.434248
  nChanged 1922
		SP:Iteration 8F (24471.620000 sec): 3 clusters
  Score: Raw -4598539.230194 + Penalty 3415.763471 = -4595123.466723
  nChanged 1975
		SP:Iteration 9F (24472.050000 sec): 3 clusters
  Score: Raw -4599890.899885 + Penalty 3415.763471 = -4596475.136413
  nChanged 1898
		SP:Iteration 10F (24472.480000 sec): 3 clusters
  Score: Raw -4601359.608579 + Penalty 3415.763471 = -4597943.845108
  nChanged 1754
		SP:Iteration 11Q (24472.870000 sec): 3 clusters
  Score: Raw -4602890.494650 + Penalty 3415.763471 = -4599474.731179
  nChanged 1651
		SP:Iteration 12Q (24473.340000 sec): 3 clusters
  Score: Raw -4604701.192390 + Penalty 3415.763471 = -4601285.428918
  nChanged 1541
		SP:Iteration 13Q (24473.820000 sec): 3 clusters
  Score: Raw -4606342.857211 + Penalty 3415.763471 = -4602927.093739
  nChanged 1184
		SP:Iteration 14Q (24474.180000 sec): 3 clusters
  Score: Raw -4607320.619502 + Penalty 3415.763471 = -4603904.856031
  nChanged 862
		SP:Iteration 15Q (24474.530000 sec): 3 clusters
  Score: Raw -4607912.279353 + Penalty 3415.763471 = -4604496.515881
  nChanged 595
		SP:Iteration 16Q (24474.990000 sec): 3 clusters
  Score: Raw -4608268.669597 + Penalty 3415.763471 = -4604852.906126
  nChanged 399
		SP:Iteration 17Q (24475.390000 sec): 3 clusters
  Score: Raw -4608456.652723 + Penalty 3415.763471 = -4605040.889251
  nChanged 294
		SP:Iteration 18Q (24475.770000 sec): 3 clusters
  Score: Raw -4608566.993356 + Penalty 3415.763471 = -4605151.229885
  nChanged 229
		SP:Iteration 19Q (24476.230000 sec): 3 clusters
  Score: Raw -4608632.110590 + Penalty 3415.763471 = -4605216.347119
  nChanged 172
		SP:Iteration 20F (24476.590000 sec): 3 clusters
  Score: Raw -4608670.951063 + Penalty 3415.763471 = -4605255.187591
  nChanged 135
		SP:Iteration 21Q (24477.020000 sec): 3 clusters
  Score: Raw -4608696.458924 + Penalty 3415.763471 = -4605280.695452
  nChanged 97
		SP:Iteration 22Q (24477.490000 sec): 3 clusters
  Score: Raw -4608714.290660 + Penalty 3415.763471 = -4605298.527189
  nChanged 96
		SP:Iteration 23Q (24477.930000 sec): 3 clusters
  Score: Raw -4608727.124627 + Penalty 3415.763471 = -4605311.361155
  nChanged 77
		SP:Iteration 24Q (24478.310000 sec): 3 clusters
  Score: Raw -4608737.025654 + Penalty 3415.763471 = -4605321.262183
  nChanged 76
		SP:Iteration 25Q (24478.710000 sec): 3 clusters
  Score: Raw -4608745.791442 + Penalty 3415.763471 = -4605330.027971
  nChanged 51
		SP:Iteration 26Q (24479.120000 sec): 3 clusters
  Score: Raw -4608751.834554 + Penalty 3415.763471 = -4605336.071083
  nChanged 47
		SP:Iteration 27Q (24479.540000 sec): 3 clusters
  Score: Raw -4608756.299134 + Penalty 3415.763471 = -4605340.535662
  nChanged 33
		SP:Iteration 28Q (24479.940000 sec): 3 clusters
  Score: Raw -4608758.661850 + Penalty 3415.763471 = -4605342.898379
  nChanged 34
		SP:Iteration 29Q (24480.380000 sec): 3 clusters
  Score: Raw -4608760.834150 + Penalty 3415.763471 = -4605345.070678
  nChanged 24
		SP:Iteration 30Q (24480.790000 sec): 3 clusters
  Score: Raw -4608762.225476 + Penalty 3415.763471 = -4605346.462005
  nChanged 26
		SP:Iteration 31Q (24481.190000 sec): 3 clusters
  Score: Raw -4608764.002184 + Penalty 3415.763471 = -4605348.238712
  nChanged 24
		SP:Iteration 32Q (24481.600000 sec): 3 clusters
  Score: Raw -4608765.180322 + Penalty 3415.763471 = -4605349.416850
  nChanged 15
		SP:Iteration 33Q (24482.000000 sec): 3 clusters
  Score: Raw -4608765.986279 + Penalty 3415.763471 = -4605350.222807
  nChanged 12
		SP:Iteration 34Q (24482.370000 sec): 3 clusters
  Score: Raw -4608766.555807 + Penalty 3415.763471 = -4605350.792335
  nChanged 6
		SP:Iteration 35Q (24482.750000 sec): 3 clusters
  Score: Raw -4608766.711210 + Penalty 3415.763471 = -4605350.947739
  nChanged 4
		SP:Iteration 36Q (24483.090000 sec): 3 clusters
  Score: Raw -4608766.891486 + Penalty 3415.763471 = -4605351.128015
  nChanged 5
		SP:Iteration 37Q (24483.420000 sec): 3 clusters
  Score: Raw -4608767.029923 + Penalty 3415.763471 = -4605351.266451
  nChanged 1
		SP:Iteration 38Q (24483.740000 sec): 3 clusters
  Score: Raw -4608767.067152 + Penalty 3415.763471 = -4605351.303681
  nChanged 0
		SP:Iteration 39F (24484.110000 sec): 3 clusters
  Score: Raw -4608767.067152 + Penalty 3415.763471 = -4605351.303681
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 55.
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 3 (117 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (24484.210000 sec): 2 clusters
  Score: Raw -13770.122104 + Penalty 773.853264 = -12996.268839
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (24484.330000 sec): 3 clusters
  Score: Raw -14153.230089 + Penalty 1547.706529 = -12605.523561
  nChanged 18
		SP:Iteration 1F (24484.500000 sec): 3 clusters
  Score: Raw -14269.761271 + Penalty 1547.706529 = -12722.054742
  nChanged 9
		SP:Iteration 2F (24484.600000 sec): 3 clusters
  Score: Raw -14348.013841 + Penalty 1547.706529 = -12800.307312
  nChanged 2
		SP:Iteration 3Q (24484.750000 sec): 3 clusters
  Score: Raw -14384.024169 + Penalty 1547.706529 = -12836.317640
  nChanged 0
		SP:Iteration 4F (24484.890000 sec): 3 clusters
  Score: Raw -14384.024169 + Penalty 1547.706529 = -12836.317640
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 4 (1358 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (24484.970000 sec): 2 clusters
  Score: Raw -151904.638297 + Penalty 1172.237350 = -150732.400947
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (24485.140000 sec): 3 clusters
  Score: Raw -151455.359356 + Penalty 2344.474700 = -149110.884656
  nChanged 460
		SP:Iteration 1F (24485.330000 sec): 3 clusters
  Score: Raw -151909.421237 + Penalty 2344.474700 = -149564.946537
  nChanged 122
		SP:Iteration 2F (24485.500000 sec): 3 clusters
  Score: Raw -152043.825265 + Penalty 2344.474700 = -149699.350564
  nChanged 87
		SP:Iteration 3F (24485.690000 sec): 3 clusters
  Score: Raw -152159.338824 + Penalty 2344.474700 = -149814.864124
  nChanged 69
		SP:Iteration 4F (24485.850000 sec): 3 clusters
  Score: Raw -152275.710729 + Penalty 2344.474700 = -149931.236029
  nChanged 54
		SP:Iteration 5Q (24486.020000 sec): 3 clusters
  Score: Raw -152366.160560 + Penalty 2344.474700 = -150021.685860
  nChanged 39
		SP:Iteration 6Q (24486.190000 sec): 3 clusters
  Score: Raw -152430.676886 + Penalty 2344.474700 = -150086.202186
  nChanged 30
		SP:Iteration 7Q (24486.320000 sec): 3 clusters
  Score: Raw -152508.190263 + Penalty 2344.474700 = -150163.715562
  nChanged 31
		SP:Iteration 8Q (24486.440000 sec): 3 clusters
  Score: Raw -152568.309659 + Penalty 2344.474700 = -150223.834959
  nChanged 34
		SP:Iteration 9Q (24486.580000 sec): 3 clusters
  Score: Raw -152608.984935 + Penalty 2344.474700 = -150264.510234
  nChanged 24
		SP:Iteration 10Q (24486.710000 sec): 3 clusters
  Score: Raw -152636.571694 + Penalty 2344.474700 = -150292.096994
  nChanged 17
		SP:Iteration 11Q (24486.840000 sec): 3 clusters
  Score: Raw -152654.139983 + Penalty 2344.474700 = -150309.665283
  nChanged 6
		SP:Iteration 12Q (24486.960000 sec): 3 clusters
  Score: Raw -152658.489268 + Penalty 2344.474700 = -150314.014568
  nChanged 4
		SP:Iteration 13Q (24487.060000 sec): 3 clusters
  Score: Raw -152662.732796 + Penalty 2344.474700 = -150318.258096
  nChanged 3
		SP:Iteration 14Q (24487.250000 sec): 3 clusters
  Score: Raw -152665.425177 + Penalty 2344.474700 = -150320.950477
  nChanged 1
		SP:Iteration 15Q (24487.420000 sec): 3 clusters
  Score: Raw -152666.424066 + Penalty 2344.474700 = -150321.949366
  nChanged 1
		SP:Iteration 16Q (24487.590000 sec): 3 clusters
  Score: Raw -152666.737675 + Penalty 2344.474700 = -150322.262975
  nChanged 0
		SP:Iteration 17F (24487.760000 sec): 3 clusters
  Score: Raw -152666.737675 + Penalty 2344.474700 = -150322.262975
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 5 (5380 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (24487.900000 sec): 2 clusters
  Score: Raw -650440.070130 + Penalty 1395.947094 = -649044.123037
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (24488.050000 sec): 3 clusters
  Score: Raw -647623.601274 + Penalty 2791.894187 = -644831.707087
  nChanged 2160
		SP:Iteration 1F (24488.180000 sec): 3 clusters
  Score: Raw -648845.310574 + Penalty 2791.894187 = -646053.416386
  nChanged 375
		SP:Iteration 2F (24488.380000 sec): 3 clusters
  Score: Raw -649050.802899 + Penalty 2791.894187 = -646258.908712
  nChanged 284
		SP:Iteration 3F (24488.600000 sec): 3 clusters
  Score: Raw -649193.215683 + Penalty 2791.894187 = -646401.321496
  nChanged 256
		SP:Iteration 4Q (24488.770000 sec): 3 clusters
  Score: Raw -649318.160201 + Penalty 2791.894187 = -646526.266014
  nChanged 197
		SP:Iteration 5Q (24488.970000 sec): 3 clusters
  Score: Raw -649419.320775 + Penalty 2791.894187 = -646627.426588
  nChanged 212
		SP:Iteration 6Q (24489.140000 sec): 3 clusters
  Score: Raw -649530.172722 + Penalty 2791.894187 = -646738.278535
  nChanged 201
		SP:Iteration 7Q (24489.320000 sec): 3 clusters
  Score: Raw -649634.516854 + Penalty 2791.894187 = -646842.622667
  nChanged 204
		SP:Iteration 8Q (24489.520000 sec): 3 clusters
  Score: Raw -649750.675246 + Penalty 2791.894187 = -646958.781059
  nChanged 225
		SP:Iteration 9Q (24489.700000 sec): 3 clusters
  Score: Raw -649900.061921 + Penalty 2791.894187 = -647108.167734
  nChanged 241
		SP:Iteration 10Q (24489.920000 sec): 3 clusters
  Score: Raw -650074.266853 + Penalty 2791.894187 = -647282.372666
  nChanged 216
		SP:Iteration 11Q (24490.140000 sec): 3 clusters
  Score: Raw -650231.918132 + Penalty 2791.894187 = -647440.023944
  nChanged 174
		SP:Iteration 12Q (24490.330000 sec): 3 clusters
  Score: Raw -650346.956448 + Penalty 2791.894187 = -647555.062261
  nChanged 121
		SP:Iteration 13Q (24490.480000 sec): 3 clusters
  Score: Raw -650429.921920 + Penalty 2791.894187 = -647638.027732
  nChanged 96
		SP:Iteration 14Q (24490.600000 sec): 3 clusters
  Score: Raw -650497.978555 + Penalty 2791.894187 = -647706.084368
  nChanged 79
		SP:Iteration 15Q (24490.780000 sec): 3 clusters
  Score: Raw -650555.546884 + Penalty 2791.894187 = -647763.652697
  nChanged 69
		SP:Iteration 16Q (24490.990000 sec): 3 clusters
  Score: Raw -650597.555412 + Penalty 2791.894187 = -647805.661225
  nChanged 42
		SP:Iteration 17Q (24491.190000 sec): 3 clusters
  Score: Raw -650626.762983 + Penalty 2791.894187 = -647834.868796
  nChanged 42
		SP:Iteration 18Q (24491.370000 sec): 3 clusters
  Score: Raw -650650.411767 + Penalty 2791.894187 = -647858.517580
  nChanged 24
		SP:Iteration 19Q (24491.590000 sec): 3 clusters
  Score: Raw -650665.093665 + Penalty 2791.894187 = -647873.199478
  nChanged 24
		SP:Iteration 20F (24491.770000 sec): 3 clusters
  Score: Raw -650678.243203 + Penalty 2791.894187 = -647886.349016
  nChanged 25
		SP:Iteration 21Q (24491.970000 sec): 3 clusters
  Score: Raw -650693.286887 + Penalty 2791.894187 = -647901.392700
  nChanged 16
		SP:Iteration 22Q (24492.200000 sec): 3 clusters
  Score: Raw -650702.183176 + Penalty 2791.894187 = -647910.288989
  nChanged 14
		SP:Iteration 23Q (24492.380000 sec): 3 clusters
  Score: Raw -650709.906757 + Penalty 2791.894187 = -647918.012570
  nChanged 17
		SP:Iteration 24Q (24492.590000 sec): 3 clusters
  Score: Raw -650721.302702 + Penalty 2791.894187 = -647929.408515
  nChanged 17
		SP:Iteration 25Q (24492.740000 sec): 3 clusters
  Score: Raw -650732.805977 + Penalty 2791.894187 = -647940.911790
  nChanged 19
		SP:Iteration 26Q (24492.910000 sec): 3 clusters
  Score: Raw -650746.740400 + Penalty 2791.894187 = -647954.846213
  nChanged 9
		SP:Iteration 27Q (24493.130000 sec): 3 clusters
  Score: Raw -650752.121218 + Penalty 2791.894187 = -647960.227030
  nChanged 5
		SP:Iteration 28Q (24493.330000 sec): 3 clusters
  Score: Raw -650753.784912 + Penalty 2791.894187 = -647961.890725
  nChanged 2
		SP:Iteration 29Q (24493.490000 sec): 3 clusters
  Score: Raw -650754.467666 + Penalty 2791.894187 = -647962.573479
  nChanged 3
		SP:Iteration 30Q (24493.670000 sec): 3 clusters
  Score: Raw -650756.193927 + Penalty 2791.894187 = -647964.299740
  nChanged 2
		SP:Iteration 31Q (24493.830000 sec): 3 clusters
  Score: Raw -650757.540380 + Penalty 2791.894187 = -647965.646192
  nChanged 4
		SP:Iteration 32Q (24494.090000 sec): 3 clusters
  Score: Raw -650759.372633 + Penalty 2791.894187 = -647967.478446
  nChanged 3
		SP:Iteration 33Q (24494.330000 sec): 3 clusters
  Score: Raw -650760.242011 + Penalty 2791.894187 = -647968.347823
  nChanged 1
		SP:Iteration 34Q (24494.570000 sec): 3 clusters
  Score: Raw -650760.762037 + Penalty 2791.894187 = -647968.867849
  nChanged 3
		SP:Iteration 35Q (24494.790000 sec): 3 clusters
  Score: Raw -650762.677447 + Penalty 2791.894187 = -647970.783260
  nChanged 5
		SP:Iteration 36Q (24495.030000 sec): 3 clusters
  Score: Raw -650764.639231 + Penalty 2791.894187 = -647972.745043
  nChanged 3
		SP:Iteration 37Q (24495.240000 sec): 3 clusters
  Score: Raw -650766.529399 + Penalty 2791.894187 = -647974.635212
  nChanged 3
		SP:Iteration 38Q (24495.490000 sec): 3 clusters
  Score: Raw -650767.659974 + Penalty 2791.894187 = -647975.765787
  nChanged 1
		SP:Iteration 39Q (24495.680000 sec): 3 clusters
  Score: Raw -650768.079037 + Penalty 2791.894187 = -647976.184850
  nChanged 1
		SP:Iteration 40F (24495.900000 sec): 3 clusters
  Score: Raw -650768.571337 + Penalty 2791.894187 = -647976.677150
  nChanged 1
		SP:Iteration 41Q (24496.140000 sec): 3 clusters
  Score: Raw -650769.065483 + Penalty 2791.894187 = -647977.171296
  nChanged 1
		SP:Iteration 42Q (24496.350000 sec): 3 clusters
  Score: Raw -650770.613201 + Penalty 2791.894187 = -647978.719014
  nChanged 2
		SP:Iteration 43Q (24496.560000 sec): 3 clusters
  Score: Raw -650771.032192 + Penalty 2791.894187 = -647979.138005
  nChanged 0
		SP:Iteration 44F (24496.840000 sec): 3 clusters
  Score: Raw -650771.032192 + Penalty 2791.894187 = -647979.138005
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 6 (968 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (24496.950000 sec): 2 clusters
  Score: Raw -113278.854309 + Penalty 1117.225214 = -112161.629094
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (24497.150000 sec): 3 clusters
  Score: Raw -113026.135079 + Penalty 2234.450428 = -110791.684651
  nChanged 291
		SP:Iteration 1F (24497.290000 sec): 3 clusters
  Score: Raw -113292.549711 + Penalty 2234.450428 = -111058.099282
  nChanged 86
		SP:Iteration 2F (24497.450000 sec): 3 clusters
  Score: Raw -113402.501908 + Penalty 2234.450428 = -111168.051479
  nChanged 58
		SP:Iteration 3F (24497.640000 sec): 3 clusters
  Score: Raw -113480.830870 + Penalty 2234.450428 = -111246.380442
  nChanged 49
		SP:Iteration 4F (24497.850000 sec): 3 clusters
  Score: Raw -113548.313219 + Penalty 2234.450428 = -111313.862791
  nChanged 42
		SP:Iteration 5Q (24498.020000 sec): 3 clusters
  Score: Raw -113604.576413 + Penalty 2234.450428 = -111370.125985
  nChanged 33
		SP:Iteration 6Q (24498.220000 sec): 3 clusters
  Score: Raw -113648.101483 + Penalty 2234.450428 = -111413.651054
  nChanged 29
		SP:Iteration 7Q (24498.360000 sec): 3 clusters
  Score: Raw -113680.782542 + Penalty 2234.450428 = -111446.332113
  nChanged 18
		SP:Iteration 8Q (24498.530000 sec): 3 clusters
  Score: Raw -113700.027987 + Penalty 2234.450428 = -111465.577559
  nChanged 12
		SP:Iteration 9Q (24498.670000 sec): 3 clusters
  Score: Raw -113711.865389 + Penalty 2234.450428 = -111477.414960
  nChanged 6
		SP:Iteration 10Q (24498.790000 sec): 3 clusters
  Score: Raw -113718.117916 + Penalty 2234.450428 = -111483.667487
  nChanged 5
		SP:Iteration 11Q (24498.950000 sec): 3 clusters
  Score: Raw -113723.053429 + Penalty 2234.450428 = -111488.603001
  nChanged 5
		SP:Iteration 12Q (24499.080000 sec): 3 clusters
  Score: Raw -113726.632520 + Penalty 2234.450428 = -111492.182092
  nChanged 0
		SP:Iteration 13F (24499.210000 sec): 3 clusters
  Score: Raw -113726.632520 + Penalty 2234.450428 = -111492.182092
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 7 (7209 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (24499.340000 sec): 2 clusters
  Score: Raw -875798.846429 + Penalty 1443.501398 = -874355.345031
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (24499.530000 sec): 3 clusters
  Score: Raw -871899.287388 + Penalty 2887.002795 = -869012.284593
  nChanged 2983
		SP:Iteration 1F (24499.730000 sec): 3 clusters
  Score: Raw -873564.150318 + Penalty 2887.002795 = -870677.147522
  nChanged 468
		SP:Iteration 2F (24499.860000 sec): 3 clusters
  Score: Raw -873776.149013 + Penalty 2887.002795 = -870889.146218
  nChanged 356
		SP:Iteration 3Q (24500.020000 sec): 3 clusters
  Score: Raw -873942.058478 + Penalty 2887.002795 = -871055.055682
  nChanged 322
		SP:Iteration 4Q (24500.190000 sec): 3 clusters
  Score: Raw -874099.057373 + Penalty 2887.002795 = -871212.054577
  nChanged 294
		SP:Iteration 5Q (24500.390000 sec): 3 clusters
  Score: Raw -874228.731813 + Penalty 2887.002795 = -871341.729017
  nChanged 266
		SP:Iteration 6Q (24500.700000 sec): 3 clusters
  Score: Raw -874336.072294 + Penalty 2887.002795 = -871449.069498
  nChanged 238
		SP:Iteration 7Q (24500.870000 sec): 3 clusters
  Score: Raw -874450.053135 + Penalty 2887.002795 = -871563.050340
  nChanged 232
		SP:Iteration 8Q (24501.080000 sec): 3 clusters
  Score: Raw -874547.590401 + Penalty 2887.002795 = -871660.587605
  nChanged 194
		SP:Iteration 9Q (24501.250000 sec): 3 clusters
  Score: Raw -874621.754282 + Penalty 2887.002795 = -871734.751486
  nChanged 186
		SP:Iteration 10Q (24501.450000 sec): 3 clusters
  Score: Raw -874695.887666 + Penalty 2887.002795 = -871808.884871
  nChanged 177
		SP:Iteration 11Q (24501.670000 sec): 3 clusters
  Score: Raw -874760.983377 + Penalty 2887.002795 = -871873.980581
  nChanged 159
		SP:Iteration 12Q (24501.910000 sec): 3 clusters
  Score: Raw -874816.775240 + Penalty 2887.002795 = -871929.772445
  nChanged 132
		SP:Iteration 13Q (24502.170000 sec): 3 clusters
  Score: Raw -874858.526968 + Penalty 2887.002795 = -871971.524173
  nChanged 110
		SP:Iteration 14Q (24502.320000 sec): 3 clusters
  Score: Raw -874898.476406 + Penalty 2887.002795 = -872011.473611
  nChanged 99
		SP:Iteration 15Q (24502.510000 sec): 3 clusters
  Score: Raw -874925.806783 + Penalty 2887.002795 = -872038.803987
  nChanged 82
		SP:Iteration 16Q (24502.690000 sec): 3 clusters
  Score: Raw -874946.911532 + Penalty 2887.002795 = -872059.908736
  nChanged 66
		SP:Iteration 17Q (24502.880000 sec): 3 clusters
  Score: Raw -874963.858538 + Penalty 2887.002795 = -872076.855743
  nChanged 67
		SP:Iteration 18Q (24503.030000 sec): 3 clusters
  Score: Raw -874979.490755 + Penalty 2887.002795 = -872092.487960
  nChanged 53
		SP:Iteration 19Q (24503.270000 sec): 3 clusters
  Score: Raw -874991.216724 + Penalty 2887.002795 = -872104.213929
  nChanged 49
		SP:Iteration 20F (24503.430000 sec): 3 clusters
  Score: Raw -875000.839201 + Penalty 2887.002795 = -872113.836406
  nChanged 38
		SP:Iteration 21Q (24503.590000 sec): 3 clusters
  Score: Raw -875007.544742 + Penalty 2887.002795 = -872120.541946
  nChanged 36
		SP:Iteration 22Q (24503.850000 sec): 3 clusters
  Score: Raw -875013.664327 + Penalty 2887.002795 = -872126.661531
  nChanged 27
		SP:Iteration 23Q (24504.030000 sec): 3 clusters
  Score: Raw -875018.328393 + Penalty 2887.002795 = -872131.325597
  nChanged 29
		SP:Iteration 24Q (24504.290000 sec): 3 clusters
  Score: Raw -875023.665062 + Penalty 2887.002795 = -872136.662267
  nChanged 22
		SP:Iteration 25Q (24504.490000 sec): 3 clusters
  Score: Raw -875028.390725 + Penalty 2887.002795 = -872141.387930
  nChanged 30
		SP:Iteration 26Q (24504.730000 sec): 3 clusters
  Score: Raw -875033.991565 + Penalty 2887.002795 = -872146.988770
  nChanged 14
		SP:Iteration 27Q (24504.970000 sec): 3 clusters
  Score: Raw -875036.473381 + Penalty 2887.002795 = -872149.470586
  nChanged 20
		SP:Iteration 28Q (24505.130000 sec): 3 clusters
  Score: Raw -875040.031032 + Penalty 2887.002795 = -872153.028237
  nChanged 15
		SP:Iteration 29Q (24505.350000 sec): 3 clusters
  Score: Raw -875042.209782 + Penalty 2887.002795 = -872155.206987
  nChanged 13
		SP:Iteration 30Q (24505.570000 sec): 3 clusters
  Score: Raw -875044.089046 + Penalty 2887.002795 = -872157.086250
  nChanged 10
		SP:Iteration 31Q (24505.770000 sec): 3 clusters
  Score: Raw -875045.627245 + Penalty 2887.002795 = -872158.624449
  nChanged 15
		SP:Iteration 32Q (24505.930000 sec): 3 clusters
  Score: Raw -875048.630306 + Penalty 2887.002795 = -872161.627511
  nChanged 15
		SP:Iteration 33Q (24506.110000 sec): 3 clusters
  Score: Raw -875051.029974 + Penalty 2887.002795 = -872164.027179
  nChanged 18
		SP:Iteration 34Q (24506.310000 sec): 3 clusters
  Score: Raw -875054.308420 + Penalty 2887.002795 = -872167.305624
  nChanged 17
		SP:Iteration 35Q (24506.540000 sec): 3 clusters
  Score: Raw -875057.342354 + Penalty 2887.002795 = -872170.339559
  nChanged 14
		SP:Iteration 36Q (24506.760000 sec): 3 clusters
  Score: Raw -875059.569231 + Penalty 2887.002795 = -872172.566435
  nChanged 8
		SP:Iteration 37Q (24506.900000 sec): 3 clusters
  Score: Raw -875060.728401 + Penalty 2887.002795 = -872173.725605
  nChanged 8
		SP:Iteration 38Q (24507.120000 sec): 3 clusters
  Score: Raw -875062.117756 + Penalty 2887.002795 = -872175.114961
  nChanged 12
		SP:Iteration 39Q (24507.390000 sec): 3 clusters
  Score: Raw -875064.923204 + Penalty 2887.002795 = -872177.920408
  nChanged 18
		SP:Iteration 40F (24507.560000 sec): 3 clusters
  Score: Raw -875068.904069 + Penalty 2887.002795 = -872181.901274
  nChanged 21
		SP:Iteration 41Q (24507.770000 sec): 3 clusters
  Score: Raw -875072.655276 + Penalty 2887.002795 = -872185.652481
  nChanged 23
		SP:Iteration 42Q (24508.030000 sec): 3 clusters
  Score: Raw -875078.039322 + Penalty 2887.002795 = -872191.036527
  nChanged 21
		SP:Iteration 43Q (24508.200000 sec): 3 clusters
  Score: Raw -875081.832739 + Penalty 2887.002795 = -872194.829944
  nChanged 24
		SP:Iteration 44Q (24508.390000 sec): 3 clusters
  Score: Raw -875087.017512 + Penalty 2887.002795 = -872200.014717
  nChanged 17
		SP:Iteration 45Q (24508.650000 sec): 3 clusters
  Score: Raw -875090.398028 + Penalty 2887.002795 = -872203.395233
  nChanged 23
		SP:Iteration 46Q (24508.930000 sec): 3 clusters
  Score: Raw -875095.114358 + Penalty 2887.002795 = -872208.111563
  nChanged 24
		SP:Iteration 47Q (24509.190000 sec): 3 clusters
  Score: Raw -875099.894676 + Penalty 2887.002795 = -872212.891880
  nChanged 19
		SP:Iteration 48Q (24509.380000 sec): 3 clusters
  Score: Raw -875104.196912 + Penalty 2887.002795 = -872217.194117
  nChanged 24
		SP:Iteration 49Q (24509.600000 sec): 3 clusters
  Score: Raw -875109.455495 + Penalty 2887.002795 = -872222.452699
  nChanged 26
		SP:Iteration 50Q (24509.770000 sec): 3 clusters
  Score: Raw -875116.497821 + Penalty 2887.002795 = -872229.495026
  nChanged 30
		SP:Iteration 51Q (24509.970000 sec): 3 clusters
  Score: Raw -875123.928969 + Penalty 2887.002795 = -872236.926174
  nChanged 24
		SP:Iteration 52Q (24510.130000 sec): 3 clusters
  Score: Raw -875130.017113 + Penalty 2887.002795 = -872243.014318
  nChanged 30
		SP:Iteration 53Q (24510.300000 sec): 3 clusters
  Score: Raw -875138.306707 + Penalty 2887.002795 = -872251.303912
  nChanged 35
		SP:Iteration 54Q (24510.510000 sec): 3 clusters
  Score: Raw -875145.754687 + Penalty 2887.002795 = -872258.751891
  nChanged 28
		SP:Iteration 55Q (24510.660000 sec): 3 clusters
  Score: Raw -875152.112957 + Penalty 2887.002795 = -872265.110162
  nChanged 31
		SP:Iteration 56Q (24510.860000 sec): 3 clusters
  Score: Raw -875160.735895 + Penalty 2887.002795 = -872273.733099
  nChanged 36
		SP:Iteration 57Q (24511.060000 sec): 3 clusters
  Score: Raw -875173.061974 + Penalty 2887.002795 = -872286.059179
  nChanged 40
		SP:Iteration 58Q (24511.290000 sec): 3 clusters
  Score: Raw -875187.365564 + Penalty 2887.002795 = -872300.362769
  nChanged 52
		SP:Iteration 59Q (24511.470000 sec): 3 clusters
  Score: Raw -875203.850704 + Penalty 2887.002795 = -872316.847908
  nChanged 51
		SP:Iteration 60F (24511.650000 sec): 3 clusters
  Score: Raw -875218.129404 + Penalty 2887.002795 = -872331.126609
  nChanged 52
		SP:Iteration 61Q (24511.830000 sec): 3 clusters
  Score: Raw -875235.673243 + Penalty 2887.002795 = -872348.670447
  nChanged 55
		SP:Iteration 62Q (24512.000000 sec): 3 clusters
  Score: Raw -875252.962434 + Penalty 2887.002795 = -872365.959639
  nChanged 51
		SP:Iteration 63Q (24512.150000 sec): 3 clusters
  Score: Raw -875272.655194 + Penalty 2887.002795 = -872385.652398
  nChanged 61
		SP:Iteration 64Q (24512.360000 sec): 3 clusters
  Score: Raw -875297.392472 + Penalty 2887.002795 = -872410.389677
  nChanged 64
		SP:Iteration 65Q (24512.580000 sec): 3 clusters
  Score: Raw -875322.254153 + Penalty 2887.002795 = -872435.251358
  nChanged 64
		SP:Iteration 66Q (24512.760000 sec): 3 clusters
  Score: Raw -875344.277546 + Penalty 2887.002795 = -872457.274751
  nChanged 62
		SP:Iteration 67Q (24513.000000 sec): 3 clusters
  Score: Raw -875371.232644 + Penalty 2887.002795 = -872484.229848
  nChanged 68
		SP:Iteration 68Q (24513.210000 sec): 3 clusters
  Score: Raw -875400.408794 + Penalty 2887.002795 = -872513.405998
  nChanged 65
		SP:Iteration 69Q (24513.480000 sec): 3 clusters
  Score: Raw -875431.386006 + Penalty 2887.002795 = -872544.383211
  nChanged 76
		SP:Iteration 70Q (24513.670000 sec): 3 clusters
  Score: Raw -875463.324826 + Penalty 2887.002795 = -872576.322030
  nChanged 74
		SP:Iteration 71Q (24513.870000 sec): 3 clusters
  Score: Raw -875499.279998 + Penalty 2887.002795 = -872612.277202
  nChanged 62
		SP:Iteration 72Q (24514.050000 sec): 3 clusters
  Score: Raw -875536.262479 + Penalty 2887.002795 = -872649.259684
  nChanged 66
		SP:Iteration 73Q (24514.240000 sec): 3 clusters
  Score: Raw -875580.160899 + Penalty 2887.002795 = -872693.158103
  nChanged 71
		SP:Iteration 74Q (24514.450000 sec): 3 clusters
  Score: Raw -875637.598570 + Penalty 2887.002795 = -872750.595774
  nChanged 72
		SP:Iteration 75Q (24514.630000 sec): 3 clusters
  Score: Raw -875692.936691 + Penalty 2887.002795 = -872805.933895
  nChanged 62
		SP:Iteration 76Q (24514.810000 sec): 3 clusters
  Score: Raw -875742.623120 + Penalty 2887.002795 = -872855.620324
  nChanged 55
		SP:Iteration 77Q (24515.010000 sec): 3 clusters
  Score: Raw -875783.126195 + Penalty 2887.002795 = -872896.123400
  nChanged 53
		SP:Iteration 78Q (24515.220000 sec): 3 clusters
  Score: Raw -875817.658969 + Penalty 2887.002795 = -872930.656174
  nChanged 38
		SP:Iteration 79Q (24515.400000 sec): 3 clusters
  Score: Raw -875843.761518 + Penalty 2887.002795 = -872956.758723
  nChanged 35
		SP:Iteration 80F (24515.640000 sec): 3 clusters
  Score: Raw -875866.032377 + Penalty 2887.002795 = -872979.029582
  nChanged 29
		SP:Iteration 81Q (24515.830000 sec): 3 clusters
  Score: Raw -875888.532761 + Penalty 2887.002795 = -873001.529966
  nChanged 22
		SP:Iteration 82Q (24516.100000 sec): 3 clusters
  Score: Raw -875905.204337 + Penalty 2887.002795 = -873018.201542
  nChanged 15
		SP:Iteration 83Q (24516.290000 sec): 3 clusters
  Score: Raw -875919.744228 + Penalty 2887.002795 = -873032.741433
  nChanged 16
		SP:Iteration 84Q (24516.460000 sec): 3 clusters
  Score: Raw -875936.213135 + Penalty 2887.002795 = -873049.210340
  nChanged 15
		SP:Iteration 85Q (24516.660000 sec): 3 clusters
  Score: Raw -875960.814258 + Penalty 2887.002795 = -873073.811462
  nChanged 21
		SP:Iteration 86Q (24516.810000 sec): 3 clusters
  Score: Raw -875991.201997 + Penalty 2887.002795 = -873104.199202
  nChanged 19
		SP:Iteration 87Q (24517.010000 sec): 3 clusters
  Score: Raw -876007.007853 + Penalty 2887.002795 = -873120.005058
  nChanged 11
		SP:Iteration 88Q (24517.250000 sec): 3 clusters
  Score: Raw -876014.069119 + Penalty 2887.002795 = -873127.066324
  nChanged 8
		SP:Iteration 89Q (24517.420000 sec): 3 clusters
  Score: Raw -876019.951894 + Penalty 2887.002795 = -873132.949099
  nChanged 6
		SP:Iteration 90Q (24517.600000 sec): 3 clusters
  Score: Raw -876022.585628 + Penalty 2887.002795 = -873135.582833
  nChanged 3
		SP:Iteration 91Q (24517.810000 sec): 3 clusters
  Score: Raw -876024.586988 + Penalty 2887.002795 = -873137.584193
  nChanged 5
		SP:Iteration 92Q (24518.010000 sec): 3 clusters
  Score: Raw -876027.787348 + Penalty 2887.002795 = -873140.784553
  nChanged 5
		SP:Iteration 93Q (24518.230000 sec): 3 clusters
  Score: Raw -876032.149843 + Penalty 2887.002795 = -873145.147047
  nChanged 2
		SP:Iteration 94Q (24518.440000 sec): 3 clusters
  Score: Raw -876033.955529 + Penalty 2887.002795 = -873146.952733
  nChanged 3
		SP:Iteration 95Q (24518.600000 sec): 3 clusters
  Score: Raw -876036.552584 + Penalty 2887.002795 = -873149.549788
  nChanged 1
		SP:Iteration 96Q (24518.830000 sec): 3 clusters
  Score: Raw -876037.744006 + Penalty 2887.002795 = -873150.741210
  nChanged 4
		SP:Iteration 97Q (24519.000000 sec): 3 clusters
  Score: Raw -876039.569894 + Penalty 2887.002795 = -873152.567098
  nChanged 1
		SP:Iteration 98Q (24519.200000 sec): 3 clusters
  Score: Raw -876040.985626 + Penalty 2887.002795 = -873153.982830
  nChanged 2
		SP:Iteration 99Q (24519.390000 sec): 3 clusters
  Score: Raw -876043.447553 + Penalty 2887.002795 = -873156.444757
  nChanged 3
		SP:Iteration 100F (24519.600000 sec): 3 clusters
  Score: Raw -876044.592737 + Penalty 2887.002795 = -873157.589942
  nChanged 2
		SP:Iteration 101Q (24519.780000 sec): 3 clusters
  Score: Raw -876045.861707 + Penalty 2887.002795 = -873158.858911
  nChanged 0
		SP:Iteration 102F (24519.940000 sec): 3 clusters
  Score: Raw -876045.861707 + Penalty 2887.002795 = -873158.858911
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 8 (2611 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (24520.050000 sec): 2 clusters
  Score: Raw -303081.878390 + Penalty 1278.466892 = -301803.411497
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (24520.220000 sec): 3 clusters
  Score: Raw -301880.144683 + Penalty 2556.933785 = -299323.210898
  nChanged 953
		SP:Iteration 1F (24520.350000 sec): 3 clusters
  Score: Raw -302470.727960 + Penalty 2556.933785 = -299913.794175
  nChanged 197
		SP:Iteration 2F (24520.560000 sec): 3 clusters
  Score: Raw -302582.148034 + Penalty 2556.933785 = -300025.214249
  nChanged 119
		SP:Iteration 3Q (24520.760000 sec): 3 clusters
  Score: Raw -302653.296515 + Penalty 2556.933785 = -300096.362730
  nChanged 83
		SP:Iteration 4Q (24520.930000 sec): 3 clusters
  Score: Raw -302699.951195 + Penalty 2556.933785 = -300143.017410
  nChanged 69
		SP:Iteration 5Q (24521.140000 sec): 3 clusters
  Score: Raw -302736.815369 + Penalty 2556.933785 = -300179.881584
  nChanged 53
		SP:Iteration 6Q (24521.340000 sec): 3 clusters
  Score: Raw -302766.459469 + Penalty 2556.933785 = -300209.525684
  nChanged 48
		SP:Iteration 7Q (24521.470000 sec): 3 clusters
  Score: Raw -302793.938949 + Penalty 2556.933785 = -300237.005164
  nChanged 45
		SP:Iteration 8Q (24521.610000 sec): 3 clusters
  Score: Raw -302816.856811 + Penalty 2556.933785 = -300259.923026
  nChanged 40
		SP:Iteration 9Q (24521.740000 sec): 3 clusters
  Score: Raw -302841.743180 + Penalty 2556.933785 = -300284.809395
  nChanged 47
		SP:Iteration 10Q (24521.890000 sec): 3 clusters
  Score: Raw -302865.429305 + Penalty 2556.933785 = -300308.495520
  nChanged 32
		SP:Iteration 11Q (24522.070000 sec): 3 clusters
  Score: Raw -302882.508611 + Penalty 2556.933785 = -300325.574826
  nChanged 35
		SP:Iteration 12Q (24522.250000 sec): 3 clusters
  Score: Raw -302899.387917 + Penalty 2556.933785 = -300342.454132
  nChanged 28
		SP:Iteration 13Q (24522.410000 sec): 3 clusters
  Score: Raw -302913.453081 + Penalty 2556.933785 = -300356.519296
  nChanged 34
		SP:Iteration 14Q (24522.590000 sec): 3 clusters
  Score: Raw -302929.355029 + Penalty 2556.933785 = -300372.421244
  nChanged 31
		SP:Iteration 15Q (24522.740000 sec): 3 clusters
  Score: Raw -302944.016041 + Penalty 2556.933785 = -300387.082256
  nChanged 22
		SP:Iteration 16Q (24522.840000 sec): 3 clusters
  Score: Raw -302956.649532 + Penalty 2556.933785 = -300399.715747
  nChanged 34
		SP:Iteration 17Q (24522.980000 sec): 3 clusters
  Score: Raw -302975.440511 + Penalty 2556.933785 = -300418.506726
  nChanged 34
		SP:Iteration 18Q (24523.120000 sec): 3 clusters
  Score: Raw -302995.578213 + Penalty 2556.933785 = -300438.644428
  nChanged 31
		SP:Iteration 19Q (24523.280000 sec): 3 clusters
  Score: Raw -303012.659343 + Penalty 2556.933785 = -300455.725558
  nChanged 29
		SP:Iteration 20F (24523.440000 sec): 3 clusters
  Score: Raw -303029.431811 + Penalty 2556.933785 = -300472.498026
  nChanged 28
		SP:Iteration 21Q (24523.600000 sec): 3 clusters
  Score: Raw -303042.428845 + Penalty 2556.933785 = -300485.495060
  nChanged 21
		SP:Iteration 22Q (24523.760000 sec): 3 clusters
  Score: Raw -303051.130937 + Penalty 2556.933785 = -300494.197153
  nChanged 20
		SP:Iteration 23Q (24523.920000 sec): 3 clusters
  Score: Raw -303060.610041 + Penalty 2556.933785 = -300503.676256
  nChanged 20
		SP:Iteration 24Q (24524.080000 sec): 3 clusters
  Score: Raw -303074.304599 + Penalty 2556.933785 = -300517.370814
  nChanged 20
		SP:Iteration 25Q (24524.240000 sec): 3 clusters
  Score: Raw -303088.179489 + Penalty 2556.933785 = -300531.245704
  nChanged 20
		SP:Iteration 26Q (24524.410000 sec): 3 clusters
  Score: Raw -303101.823363 + Penalty 2556.933785 = -300544.889578
  nChanged 15
		SP:Iteration 27Q (24524.550000 sec): 3 clusters
  Score: Raw -303111.148831 + Penalty 2556.933785 = -300554.215046
  nChanged 14
		SP:Iteration 28Q (24524.710000 sec): 3 clusters
  Score: Raw -303118.672466 + Penalty 2556.933785 = -300561.738681
  nChanged 13
		SP:Iteration 29Q (24524.870000 sec): 3 clusters
  Score: Raw -303123.774299 + Penalty 2556.933785 = -300566.840514
  nChanged 6
		SP:Iteration 30Q (24525.030000 sec): 3 clusters
  Score: Raw -303127.776865 + Penalty 2556.933785 = -300570.843080
  nChanged 9
		SP:Iteration 31Q (24525.190000 sec): 3 clusters
  Score: Raw -303133.774901 + Penalty 2556.933785 = -300576.841116
  nChanged 7
		SP:Iteration 32Q (24525.350000 sec): 3 clusters
  Score: Raw -303138.072091 + Penalty 2556.933785 = -300581.138306
  nChanged 5
		SP:Iteration 33Q (24525.510000 sec): 3 clusters
  Score: Raw -303140.391493 + Penalty 2556.933785 = -300583.457709
  nChanged 4
		SP:Iteration 34Q (24525.680000 sec): 3 clusters
  Score: Raw -303141.866179 + Penalty 2556.933785 = -300584.932394
  nChanged 4
		SP:Iteration 35Q (24525.830000 sec): 3 clusters
  Score: Raw -303143.252609 + Penalty 2556.933785 = -300586.318824
  nChanged 3
		SP:Iteration 36Q (24525.990000 sec): 3 clusters
  Score: Raw -303143.940476 + Penalty 2556.933785 = -300587.006691
  nChanged 1
		SP:Iteration 37Q (24526.150000 sec): 3 clusters
  Score: Raw -303144.453525 + Penalty 2556.933785 = -300587.519740
  nChanged 0
		SP:Iteration 38F (24526.310000 sec): 3 clusters
  Score: Raw -303144.453525 + Penalty 2556.933785 = -300587.519740
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 9 (347015 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (24527.940000 sec): 2 clusters
  Score: Raw -42569561.262332 + Penalty 2073.032534 = -42567488.229798
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (24530.070000 sec): 3 clusters
  Score: Raw -42336952.616107 + Penalty 4146.065068 = -42332806.551040
  nChanged 169737
		SP:Iteration 1F (24532.200000 sec): 3 clusters
  Score: Raw -42439327.410967 + Penalty 4146.065068 = -42435181.345899
  nChanged 8860
		SP:Iteration 2Q (24534.340000 sec): 3 clusters
  Score: Raw -42441186.504282 + Penalty 4146.065068 = -42437040.439214
  nChanged 9891
		SP:Iteration 3Q (24536.640000 sec): 3 clusters
  Score: Raw -42443599.479033 + Penalty 4146.065068 = -42439453.413965
  nChanged 11274
		SP:Iteration 4Q (24539.000000 sec): 3 clusters
  Score: Raw -42446828.256455 + Penalty 4146.065068 = -42442682.191387
  nChanged 12761
		SP:Iteration 5Q (24541.290000 sec): 3 clusters
  Score: Raw -42451035.362950 + Penalty 4146.065068 = -42446889.297882
  nChanged 14399
		SP:Iteration 6Q (24543.870000 sec): 3 clusters
  Score: Raw -42456352.069293 + Penalty 4146.065068 = -42452206.004226
  nChanged 15669
		SP:Iteration 7Q (24546.410000 sec): 3 clusters
  Score: Raw -42462524.911364 + Penalty 4146.065068 = -42458378.846296
  nChanged 16125
		SP:Iteration 8Q (24548.670000 sec): 3 clusters
  Score: Raw -42468913.485182 + Penalty 4146.065068 = -42464767.420114
  nChanged 15356
		SP:Iteration 9Q (24550.790000 sec): 3 clusters
  Score: Raw -42474568.405195 + Penalty 4146.065068 = -42470422.340127
  nChanged 13587
		SP:Iteration 10Q (24553.220000 sec): 3 clusters
  Score: Raw -42479179.711401 + Penalty 4146.065068 = -42475033.646333
  nChanged 12049
		SP:Iteration 11Q (24556.110000 sec): 3 clusters
  Score: Raw -42482886.680304 + Penalty 4146.065068 = -42478740.615237
  nChanged 10631
		SP:Iteration 12Q (24558.330000 sec): 3 clusters
  Score: Raw -42486164.778405 + Penalty 4146.065068 = -42482018.713337
  nChanged 10334
		SP:Iteration 13Q (24560.720000 sec): 3 clusters
  Score: Raw -42489618.366225 + Penalty 4146.065068 = -42485472.301157
  nChanged 10710
		SP:Iteration 14Q (24562.970000 sec): 3 clusters
  Score: Raw -42493712.260558 + Penalty 4146.065068 = -42489566.195491
  nChanged 11201
		SP:Iteration 15Q (24565.550000 sec): 3 clusters
  Score: Raw -42498240.438111 + Penalty 4146.065068 = -42494094.373043
  nChanged 11216
		SP:Iteration 16Q (24567.960000 sec): 3 clusters
  Score: Raw -42502627.566981 + Penalty 4146.065068 = -42498481.501913
  nChanged 10338
		SP:Iteration 17Q (24570.260000 sec): 3 clusters
  Score: Raw -42506075.841837 + Penalty 4146.065068 = -42501929.776769
  nChanged 8578
		SP:Iteration 18Q (24572.790000 sec): 3 clusters
  Score: Raw -42508364.347605 + Penalty 4146.065068 = -42504218.282537
  nChanged 6855
		SP:Iteration 19Q (24575.100000 sec): 3 clusters
  Score: Raw -42509914.490202 + Penalty 4146.065068 = -42505768.425134
  nChanged 5750
		SP:Iteration 20F (24577.460000 sec): 3 clusters
  Score: Raw -42511194.817677 + Penalty 4146.065068 = -42507048.752609
  nChanged 5517
		SP:Iteration 21Q (24579.680000 sec): 3 clusters
  Score: Raw -42512510.426976 + Penalty 4146.065068 = -42508364.361908
  nChanged 5726
		SP:Iteration 22Q (24582.000000 sec): 3 clusters
  Score: Raw -42513959.736329 + Penalty 4146.065068 = -42509813.671261
  nChanged 6105
		SP:Iteration 23Q (24584.650000 sec): 3 clusters
  Score: Raw -42515609.748421 + Penalty 4146.065068 = -42511463.683354
  nChanged 6457
		SP:Iteration 24Q (24587.520000 sec): 3 clusters
  Score: Raw -42517542.249691 + Penalty 4146.065068 = -42513396.184623
  nChanged 7056
		SP:Iteration 25Q (24589.550000 sec): 3 clusters
  Score: Raw -42519885.558431 + Penalty 4146.065068 = -42515739.493363
  nChanged 7587
		SP:Iteration 26Q (24591.980000 sec): 3 clusters
  Score: Raw -42522676.300369 + Penalty 4146.065068 = -42518530.235302
  nChanged 8097
		SP:Iteration 27Q (24594.130000 sec): 3 clusters
  Score: Raw -42525972.690145 + Penalty 4146.065068 = -42521826.625077
  nChanged 8307
		SP:Iteration 28Q (24596.270000 sec): 3 clusters
  Score: Raw -42529665.887964 + Penalty 4146.065068 = -42525519.822896
  nChanged 8447
		SP:Iteration 29Q (24598.490000 sec): 3 clusters
  Score: Raw -42533801.739481 + Penalty 4146.065068 = -42529655.674413
  nChanged 8463
		SP:Iteration 30Q (24600.710000 sec): 3 clusters
  Score: Raw -42538396.781296 + Penalty 4146.065068 = -42534250.716228
  nChanged 8240
		SP:Iteration 31Q (24602.850000 sec): 3 clusters
  Score: Raw -42543323.816931 + Penalty 4146.065068 = -42539177.751863
  nChanged 7875
		SP:Iteration 32Q (24604.970000 sec): 3 clusters
  Score: Raw -42548468.132706 + Penalty 4146.065068 = -42544322.067638
  nChanged 7209
		SP:Iteration 33Q (24607.080000 sec): 3 clusters
  Score: Raw -42553542.206273 + Penalty 4146.065068 = -42549396.141205
  nChanged 6103
		SP:Iteration 34Q (24609.000000 sec): 3 clusters
  Score: Raw -42558068.868932 + Penalty 4146.065068 = -42553922.803864
  nChanged 5007
		SP:Iteration 35Q (24610.970000 sec): 3 clusters
  Score: Raw -42561971.114853 + Penalty 4146.065068 = -42557825.049785
  nChanged 3910
		SP:Iteration 36Q (24612.990000 sec): 3 clusters
  Score: Raw -42565102.046701 + Penalty 4146.065068 = -42560955.981633
  nChanged 2778
		SP:Iteration 37Q (24615.610000 sec): 3 clusters
  Score: Raw -42567347.259973 + Penalty 4146.065068 = -42563201.194905
  nChanged 1677
		SP:Iteration 38Q (24617.980000 sec): 3 clusters
  Score: Raw -42568673.819244 + Penalty 4146.065068 = -42564527.754177
  nChanged 774
		SP:Iteration 39Q (24619.760000 sec): 3 clusters
  Score: Raw -42569257.914829 + Penalty 4146.065068 = -42565111.849761
  nChanged 308
		SP:Iteration 40F (24621.910000 sec): 3 clusters
  Score: Raw -42569503.644533 + Penalty 4146.065068 = -42565357.579466
  nChanged 142
		SP:Iteration 41Q (24623.860000 sec): 3 clusters
  Score: Raw -42569617.202985 + Penalty 4146.065068 = -42565471.137917
  nChanged 80
		SP:Iteration 42Q (24625.980000 sec): 3 clusters
  Score: Raw -42569687.655156 + Penalty 4146.065068 = -42565541.590088
  nChanged 45
		SP:Iteration 43Q (24627.920000 sec): 3 clusters
  Score: Raw -42569733.709432 + Penalty 4146.065068 = -42565587.644364
  nChanged 41
		SP:Iteration 44Q (24629.900000 sec): 3 clusters
  Score: Raw -42569772.950216 + Penalty 4146.065068 = -42565626.885148
  nChanged 30
		SP:Iteration 45Q (24631.910000 sec): 3 clusters
  Score: Raw -42569806.487678 + Penalty 4146.065068 = -42565660.422610
  nChanged 26
		SP:Iteration 46Q (24633.990000 sec): 3 clusters
  Score: Raw -42569841.016763 + Penalty 4146.065068 = -42565694.951695
  nChanged 20
		SP:Iteration 47Q (24636.060000 sec): 3 clusters
  Score: Raw -42569871.369299 + Penalty 4146.065068 = -42565725.304231
  nChanged 10
		SP:Iteration 48Q (24638.030000 sec): 3 clusters
  Score: Raw -42569880.984542 + Penalty 4146.065068 = -42565734.919474
  nChanged 3
		SP:Iteration 49Q (24640.070000 sec): 3 clusters
  Score: Raw -42569883.402670 + Penalty 4146.065068 = -42565737.337602
  nChanged 2
		SP:Iteration 50Q (24642.000000 sec): 3 clusters
  Score: Raw -42569885.260672 + Penalty 4146.065068 = -42565739.195604
  nChanged 2
		SP:Iteration 51Q (24644.420000 sec): 3 clusters
  Score: Raw -42569887.964900 + Penalty 4146.065068 = -42565741.899833
  nChanged 5
		SP:Iteration 52Q (24646.730000 sec): 3 clusters
  Score: Raw -42569892.463234 + Penalty 4146.065068 = -42565746.398166
  nChanged 2
		SP:Iteration 53Q (24648.440000 sec): 3 clusters
  Score: Raw -42569894.369707 + Penalty 4146.065068 = -42565748.304639
  nChanged 3
		SP:Iteration 54Q (24650.520000 sec): 3 clusters
  Score: Raw -42569897.215960 + Penalty 4146.065068 = -42565751.150892
  nChanged 1
		SP:Iteration 55Q (24652.580000 sec): 3 clusters
  Score: Raw -42569897.679772 + Penalty 4146.065068 = -42565751.614704
  nChanged 2
		SP:Iteration 56Q (24654.730000 sec): 3 clusters
  Score: Raw -42569899.029259 + Penalty 4146.065068 = -42565752.964191
  nChanged 1
		SP:Iteration 57Q (24656.770000 sec): 3 clusters
  Score: Raw -42569900.341004 + Penalty 4146.065068 = -42565754.275937
  nChanged 2
		SP:Iteration 58Q (24658.780000 sec): 3 clusters
  Score: Raw -42569902.832389 + Penalty 4146.065068 = -42565756.767321
  nChanged 1
		SP:Iteration 59Q (24660.800000 sec): 3 clusters
  Score: Raw -42569903.711830 + Penalty 4146.065068 = -42565757.646763
  nChanged 0
		SP:Iteration 60F (24662.990000 sec): 3 clusters
  Score: Raw -42569903.711830 + Penalty 4146.065068 = -42565757.646763
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 10 (30911 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (24663.460000 sec): 2 clusters
  Score: Raw -3650611.392061 + Penalty 1680.065950 = -3648931.326110
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (24663.840000 sec): 3 clusters
  Score: Raw -3631465.420281 + Penalty 3360.131901 = -3628105.288381
  nChanged 14172
		SP:Iteration 1F (24664.190000 sec): 3 clusters
  Score: Raw -3639145.201648 + Penalty 3360.131901 = -3635785.069747
  nChanged 1353
		SP:Iteration 2Q (24664.590000 sec): 3 clusters
  Score: Raw -3639540.151889 + Penalty 3360.131901 = -3636180.019988
  nChanged 1223
		SP:Iteration 3Q (24664.950000 sec): 3 clusters
  Score: Raw -3639894.264486 + Penalty 3360.131901 = -3636534.132586
  nChanged 1218
		SP:Iteration 4Q (24665.320000 sec): 3 clusters
  Score: Raw -3640275.768083 + Penalty 3360.131901 = -3636915.636183
  nChanged 1252
		SP:Iteration 5Q (24665.690000 sec): 3 clusters
  Score: Raw -3640722.326329 + Penalty 3360.131901 = -3637362.194429
  nChanged 1395
		SP:Iteration 6Q (24666.110000 sec): 3 clusters
  Score: Raw -3641326.293115 + Penalty 3360.131901 = -3637966.161214
  nChanged 1593
		SP:Iteration 7F (24666.520000 sec): 3 clusters
  Score: Raw -3642115.684471 + Penalty 3360.131901 = -3638755.552571
  nChanged 1693
		SP:Iteration 8F (24666.880000 sec): 3 clusters
  Score: Raw -3643093.934409 + Penalty 3360.131901 = -3639733.802508
  nChanged 1790
		SP:Iteration 9F (24667.260000 sec): 3 clusters
  Score: Raw -3644274.576538 + Penalty 3360.131901 = -3640914.444637
  nChanged 1751
		SP:Iteration 10F (24667.630000 sec): 3 clusters
  Score: Raw -3645503.061362 + Penalty 3360.131901 = -3642142.929461
  nChanged 1566
		SP:Iteration 11F (24668.040000 sec): 3 clusters
  Score: Raw -3646714.684112 + Penalty 3360.131901 = -3643354.552212
  nChanged 1321
		SP:Iteration 12Q (24668.390000 sec): 3 clusters
  Score: Raw -3647730.543093 + Penalty 3360.131901 = -3644370.411192
  nChanged 1034
		SP:Iteration 13Q (24668.790000 sec): 3 clusters
  Score: Raw -3648515.623196 + Penalty 3360.131901 = -3645155.491296
  nChanged 819
		SP:Iteration 14Q (24669.230000 sec): 3 clusters
  Score: Raw -3649142.074699 + Penalty 3360.131901 = -3645781.942798
  nChanged 598
		SP:Iteration 15Q (24669.580000 sec): 3 clusters
  Score: Raw -3649585.876434 + Penalty 3360.131901 = -3646225.744533
  nChanged 467
		SP:Iteration 16Q (24669.930000 sec): 3 clusters
  Score: Raw -3649931.688881 + Penalty 3360.131901 = -3646571.556980
  nChanged 334
		SP:Iteration 17Q (24670.310000 sec): 3 clusters
  Score: Raw -3650170.590198 + Penalty 3360.131901 = -3646810.458298
  nChanged 249
		SP:Iteration 18Q (24670.670000 sec): 3 clusters
  Score: Raw -3650341.598952 + Penalty 3360.131901 = -3646981.467051
  nChanged 167
		SP:Iteration 19Q (24671.040000 sec): 3 clusters
  Score: Raw -3650458.414033 + Penalty 3360.131901 = -3647098.282132
  nChanged 129
		SP:Iteration 20F (24671.440000 sec): 3 clusters
  Score: Raw -3650542.577528 + Penalty 3360.131901 = -3647182.445627
  nChanged 97
		SP:Iteration 21Q (24671.820000 sec): 3 clusters
  Score: Raw -3650606.105670 + Penalty 3360.131901 = -3647245.973770
  nChanged 84
		SP:Iteration 22Q (24672.170000 sec): 3 clusters
  Score: Raw -3650660.577570 + Penalty 3360.131901 = -3647300.445669
  nChanged 65
		SP:Iteration 23Q (24672.550000 sec): 3 clusters
  Score: Raw -3650703.443699 + Penalty 3360.131901 = -3647343.311799
  nChanged 43
		SP:Iteration 24Q (24672.880000 sec): 3 clusters
  Score: Raw -3650734.451981 + Penalty 3360.131901 = -3647374.320080
  nChanged 27
		SP:Iteration 25Q (24673.170000 sec): 3 clusters
  Score: Raw -3650757.545864 + Penalty 3360.131901 = -3647397.413964
  nChanged 25
		SP:Iteration 26Q (24673.540000 sec): 3 clusters
  Score: Raw -3650776.896231 + Penalty 3360.131901 = -3647416.764331
  nChanged 14
		SP:Iteration 27Q (24673.880000 sec): 3 clusters
  Score: Raw -3650786.259637 + Penalty 3360.131901 = -3647426.127736
  nChanged 11
		SP:Iteration 28Q (24674.210000 sec): 3 clusters
  Score: Raw -3650796.248798 + Penalty 3360.131901 = -3647436.116897
  nChanged 14
		SP:Iteration 29Q (24674.510000 sec): 3 clusters
  Score: Raw -3650807.803412 + Penalty 3360.131901 = -3647447.671512
  nChanged 8
		SP:Iteration 30Q (24674.890000 sec): 3 clusters
  Score: Raw -3650813.070849 + Penalty 3360.131901 = -3647452.938948
  nChanged 7
		SP:Iteration 31Q (24675.240000 sec): 3 clusters
  Score: Raw -3650818.176448 + Penalty 3360.131901 = -3647458.044547
  nChanged 5
		SP:Iteration 32Q (24675.570000 sec): 3 clusters
  Score: Raw -3650823.928402 + Penalty 3360.131901 = -3647463.796502
  nChanged 7
		SP:Iteration 33Q (24675.910000 sec): 3 clusters
  Score: Raw -3650830.367065 + Penalty 3360.131901 = -3647470.235164
  nChanged 9
		SP:Iteration 34Q (24676.280000 sec): 3 clusters
  Score: Raw -3650837.586951 + Penalty 3360.131901 = -3647477.455050
  nChanged 5
		SP:Iteration 35Q (24676.580000 sec): 3 clusters
  Score: Raw -3650842.254427 + Penalty 3360.131901 = -3647482.122526
  nChanged 6
		SP:Iteration 36Q (24676.950000 sec): 3 clusters
  Score: Raw -3650848.588860 + Penalty 3360.131901 = -3647488.456959
  nChanged 3
		SP:Iteration 37Q (24677.280000 sec): 3 clusters
  Score: Raw -3650850.169449 + Penalty 3360.131901 = -3647490.037548
  nChanged 3
		SP:Iteration 38Q (24677.610000 sec): 3 clusters
  Score: Raw -3650853.133747 + Penalty 3360.131901 = -3647493.001847
  nChanged 2
		SP:Iteration 39Q (24677.940000 sec): 3 clusters
  Score: Raw -3650855.849665 + Penalty 3360.131901 = -3647495.717765
  nChanged 1
		SP:Iteration 40F (24678.350000 sec): 3 clusters
  Score: Raw -3650856.937619 + Penalty 3360.131901 = -3647496.805719
  nChanged 2
		SP:Iteration 41Q (24678.670000 sec): 3 clusters
  Score: Raw -3650859.008407 + Penalty 3360.131901 = -3647498.876506
  nChanged 2
		SP:Iteration 42Q (24679.010000 sec): 3 clusters
  Score: Raw -3650860.951647 + Penalty 3360.131901 = -3647500.819746
  nChanged 3
		SP:Iteration 43Q (24679.350000 sec): 3 clusters
  Score: Raw -3650863.744725 + Penalty 3360.131901 = -3647503.612825
  nChanged 5
		SP:Iteration 44Q (24679.710000 sec): 3 clusters
  Score: Raw -3650869.458820 + Penalty 3360.131901 = -3647509.326919
  nChanged 6
		SP:Iteration 45Q (24680.110000 sec): 3 clusters
  Score: Raw -3650875.966428 + Penalty 3360.131901 = -3647515.834527
  nChanged 4
		SP:Iteration 46Q (24680.420000 sec): 3 clusters
  Score: Raw -3650880.692807 + Penalty 3360.131901 = -3647520.560906
  nChanged 3
		SP:Iteration 47Q (24680.770000 sec): 3 clusters
  Score: Raw -3650885.898273 + Penalty 3360.131901 = -3647525.766372
  nChanged 5
		SP:Iteration 48Q (24681.070000 sec): 3 clusters
  Score: Raw -3650890.271068 + Penalty 3360.131901 = -3647530.139167
  nChanged 3
		SP:Iteration 49Q (24681.370000 sec): 3 clusters
  Score: Raw -3650892.749712 + Penalty 3360.131901 = -3647532.617812
  nChanged 3
		SP:Iteration 50Q (24681.690000 sec): 3 clusters
  Score: Raw -3650895.759272 + Penalty 3360.131901 = -3647535.627371
  nChanged 4
		SP:Iteration 51Q (24682.020000 sec): 3 clusters
  Score: Raw -3650900.516187 + Penalty 3360.131901 = -3647540.384287
  nChanged 4
		SP:Iteration 52Q (24682.390000 sec): 3 clusters
  Score: Raw -3650903.496741 + Penalty 3360.131901 = -3647543.364841
  nChanged 1
		SP:Iteration 53Q (24682.780000 sec): 3 clusters
  Score: Raw -3650904.782564 + Penalty 3360.131901 = -3647544.650663
  nChanged 1
		SP:Iteration 54Q (24683.140000 sec): 3 clusters
  Score: Raw -3650906.896423 + Penalty 3360.131901 = -3647546.764523
  nChanged 2
		SP:Iteration 55Q (24683.430000 sec): 3 clusters
  Score: Raw -3650908.635366 + Penalty 3360.131901 = -3647548.503466
  nChanged 1
		SP:Iteration 56Q (24683.770000 sec): 3 clusters
  Score: Raw -3650909.186247 + Penalty 3360.131901 = -3647549.054346
  nChanged 0
		SP:Iteration 57F (24684.170000 sec): 3 clusters
  Score: Raw -3650909.186247 + Penalty 3360.131901 = -3647549.054346
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 11 (1202 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (24684.290000 sec): 2 clusters
  Score: Raw -141432.216551 + Penalty 1152.408094 = -140279.808458
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (24684.480000 sec): 3 clusters
  Score: Raw -141049.400137 + Penalty 2304.816187 = -138744.583950
  nChanged 362
		SP:Iteration 1F (24684.660000 sec): 3 clusters
  Score: Raw -141539.080200 + Penalty 2304.816187 = -139234.264012
  nChanged 131
		SP:Iteration 2F (24684.790000 sec): 3 clusters
  Score: Raw -141740.461403 + Penalty 2304.816187 = -139435.645216
  nChanged 98
		SP:Iteration 3F (24684.910000 sec): 3 clusters
  Score: Raw -141881.534209 + Penalty 2304.816187 = -139576.718021
  nChanged 84
		SP:Iteration 4F (24685.060000 sec): 3 clusters
  Score: Raw -141999.316943 + Penalty 2304.816187 = -139694.500756
  nChanged 59
		SP:Iteration 5Q (24685.240000 sec): 3 clusters
  Score: Raw -142064.717366 + Penalty 2304.816187 = -139759.901179
  nChanged 30
		SP:Iteration 6Q (24685.380000 sec): 3 clusters
  Score: Raw -142101.847347 + Penalty 2304.816187 = -139797.031160
  nChanged 20
		SP:Iteration 7Q (24685.630000 sec): 3 clusters
  Score: Raw -142120.424188 + Penalty 2304.816187 = -139815.608000
  nChanged 14
		SP:Iteration 8Q (24685.860000 sec): 3 clusters
  Score: Raw -142133.554798 + Penalty 2304.816187 = -139828.738611
  nChanged 10
		SP:Iteration 9Q (24686.020000 sec): 3 clusters
  Score: Raw -142141.648147 + Penalty 2304.816187 = -139836.831959
  nChanged 10
		SP:Iteration 10Q (24686.210000 sec): 3 clusters
  Score: Raw -142153.645231 + Penalty 2304.816187 = -139848.829044
  nChanged 13
		SP:Iteration 11Q (24686.370000 sec): 3 clusters
  Score: Raw -142168.376470 + Penalty 2304.816187 = -139863.560283
  nChanged 6
		SP:Iteration 12Q (24686.570000 sec): 3 clusters
  Score: Raw -142176.801039 + Penalty 2304.816187 = -139871.984852
  nChanged 6
		SP:Iteration 13Q (24686.740000 sec): 3 clusters
  Score: Raw -142185.487320 + Penalty 2304.816187 = -139880.671133
  nChanged 7
		SP:Iteration 14Q (24686.930000 sec): 3 clusters
  Score: Raw -142197.311108 + Penalty 2304.816187 = -139892.494921
  nChanged 5
		SP:Iteration 15Q (24687.110000 sec): 3 clusters
  Score: Raw -142201.895077 + Penalty 2304.816187 = -139897.078889
  nChanged 2
		SP:Iteration 16Q (24687.310000 sec): 3 clusters
  Score: Raw -142203.322345 + Penalty 2304.816187 = -139898.506157
  nChanged 2
		SP:Iteration 17Q (24687.430000 sec): 3 clusters
  Score: Raw -142205.437282 + Penalty 2304.816187 = -139900.621095
  nChanged 3
		SP:Iteration 18Q (24687.600000 sec): 3 clusters
  Score: Raw -142209.605976 + Penalty 2304.816187 = -139904.789789
  nChanged 6
		SP:Iteration 19Q (24687.790000 sec): 3 clusters
  Score: Raw -142217.623111 + Penalty 2304.816187 = -139912.806923
  nChanged 2
		SP:Iteration 20F (24687.970000 sec): 3 clusters
  Score: Raw -142221.063491 + Penalty 2304.816187 = -139916.247304
  nChanged 4
		SP:Iteration 21Q (24688.080000 sec): 3 clusters
  Score: Raw -142226.003545 + Penalty 2304.816187 = -139921.187358
  nChanged 1
		SP:Iteration 22Q (24688.310000 sec): 3 clusters
  Score: Raw -142226.524873 + Penalty 2304.816187 = -139921.708686
  nChanged 2
		SP:Iteration 23Q (24688.530000 sec): 3 clusters
  Score: Raw -142227.807630 + Penalty 2304.816187 = -139922.991442
  nChanged 1
		SP:Iteration 24Q (24688.740000 sec): 3 clusters
  Score: Raw -142228.369850 + Penalty 2304.816187 = -139923.553663
  nChanged 0
		SP:Iteration 25F (24688.920000 sec): 3 clusters
  Score: Raw -142228.369850 + Penalty 2304.816187 = -139923.553663
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 12 (14386 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (24689.090000 sec): 2 clusters
  Score: Raw -1735063.085203 + Penalty 1555.776753 = -1733507.308449
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (24689.400000 sec): 3 clusters
  Score: Raw -1726530.864504 + Penalty 3111.553507 = -1723419.310997
  nChanged 6447
		SP:Iteration 1F (24689.660000 sec): 3 clusters
  Score: Raw -1730080.256214 + Penalty 3111.553507 = -1726968.702707
  nChanged 856
		SP:Iteration 2F (24689.940000 sec): 3 clusters
  Score: Raw -1730480.698576 + Penalty 3111.553507 = -1727369.145069
  nChanged 892
		SP:Iteration 3F (24690.240000 sec): 3 clusters
  Score: Raw -1731006.133173 + Penalty 3111.553507 = -1727894.579666
  nChanged 970
		SP:Iteration 4F (24690.510000 sec): 3 clusters
  Score: Raw -1731641.249034 + Penalty 3111.553507 = -1728529.695527
  nChanged 978
		SP:Iteration 5F (24690.760000 sec): 3 clusters
  Score: Raw -1732374.026092 + Penalty 3111.553507 = -1729262.472585
  nChanged 966
		SP:Iteration 6F (24691.020000 sec): 3 clusters
  Score: Raw -1733194.385384 + Penalty 3111.553507 = -1730082.831877
  nChanged 823
		SP:Iteration 7F (24691.320000 sec): 3 clusters
  Score: Raw -1733924.333532 + Penalty 3111.553507 = -1730812.780025
  nChanged 571
		SP:Iteration 8Q (24691.570000 sec): 3 clusters
  Score: Raw -1734423.529813 + Penalty 3111.553507 = -1731311.976306
  nChanged 356
		SP:Iteration 9Q (24691.920000 sec): 3 clusters
  Score: Raw -1734718.428339 + Penalty 3111.553507 = -1731606.874832
  nChanged 211
		SP:Iteration 10Q (24692.220000 sec): 3 clusters
  Score: Raw -1734896.253922 + Penalty 3111.553507 = -1731784.700416
  nChanged 134
		SP:Iteration 11Q (24692.480000 sec): 3 clusters
  Score: Raw -1735024.866300 + Penalty 3111.553507 = -1731913.312793
  nChanged 85
		SP:Iteration 12Q (24692.720000 sec): 3 clusters
  Score: Raw -1735121.327888 + Penalty 3111.553507 = -1732009.774381
  nChanged 51
		SP:Iteration 13Q (24692.960000 sec): 3 clusters
  Score: Raw -1735168.508719 + Penalty 3111.553507 = -1732056.955212
  nChanged 29
		SP:Iteration 14Q (24693.210000 sec): 3 clusters
  Score: Raw -1735200.911013 + Penalty 3111.553507 = -1732089.357506
  nChanged 17
		SP:Iteration 15Q (24693.460000 sec): 3 clusters
  Score: Raw -1735218.380208 + Penalty 3111.553507 = -1732106.826701
  nChanged 13
		SP:Iteration 16Q (24693.790000 sec): 3 clusters
  Score: Raw -1735229.941229 + Penalty 3111.553507 = -1732118.387723
  nChanged 8
		SP:Iteration 17Q (24694.060000 sec): 3 clusters
  Score: Raw -1735236.449398 + Penalty 3111.553507 = -1732124.895891
  nChanged 7
		SP:Iteration 18Q (24694.360000 sec): 3 clusters
  Score: Raw -1735242.525842 + Penalty 3111.553507 = -1732130.972335
  nChanged 7
		SP:Iteration 19Q (24694.540000 sec): 3 clusters
  Score: Raw -1735250.554691 + Penalty 3111.553507 = -1732139.001184
  nChanged 6
		SP:Iteration 20F (24694.770000 sec): 3 clusters
  Score: Raw -1735256.726778 + Penalty 3111.553507 = -1732145.173271
  nChanged 4
		SP:Iteration 21Q (24694.980000 sec): 3 clusters
  Score: Raw -1735262.725352 + Penalty 3111.553507 = -1732151.171845
  nChanged 5
		SP:Iteration 22Q (24695.170000 sec): 3 clusters
  Score: Raw -1735267.978848 + Penalty 3111.553507 = -1732156.425341
  nChanged 1
		SP:Iteration 23Q (24695.420000 sec): 3 clusters
  Score: Raw -1735268.176679 + Penalty 3111.553507 = -1732156.623173
  nChanged 0
		SP:Iteration 24F (24695.690000 sec): 3 clusters
  Score: Raw -1735268.176679 + Penalty 3111.553507 = -1732156.623173
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 13 (4727 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (24695.770000 sec): 2 clusters
  Score: Raw -528027.853189 + Penalty 1374.919980 = -526652.933209
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (24695.980000 sec): 3 clusters
  Score: Raw -525661.783280 + Penalty 2749.839960 = -522911.943320
  nChanged 1899
		SP:Iteration 1F (24696.210000 sec): 3 clusters
  Score: Raw -526789.546886 + Penalty 2749.839960 = -524039.706926
  nChanged 351
		SP:Iteration 2F (24696.360000 sec): 3 clusters
  Score: Raw -526974.567173 + Penalty 2749.839960 = -524224.727213
  nChanged 229
		SP:Iteration 3Q (24696.530000 sec): 3 clusters
  Score: Raw -527089.152640 + Penalty 2749.839960 = -524339.312680
  nChanged 169
		SP:Iteration 4Q (24696.760000 sec): 3 clusters
  Score: Raw -527174.740778 + Penalty 2749.839960 = -524424.900818
  nChanged 155
		SP:Iteration 5Q (24696.980000 sec): 3 clusters
  Score: Raw -527255.272716 + Penalty 2749.839960 = -524505.432756
  nChanged 148
		SP:Iteration 6Q (24697.200000 sec): 3 clusters
  Score: Raw -527321.545850 + Penalty 2749.839960 = -524571.705890
  nChanged 116
		SP:Iteration 7Q (24697.410000 sec): 3 clusters
  Score: Raw -527382.869718 + Penalty 2749.839960 = -524633.029758
  nChanged 124
		SP:Iteration 8Q (24697.540000 sec): 3 clusters
  Score: Raw -527456.753797 + Penalty 2749.839960 = -524706.913837
  nChanged 136
		SP:Iteration 9Q (24697.680000 sec): 3 clusters
  Score: Raw -527528.436802 + Penalty 2749.839960 = -524778.596842
  nChanged 117
		SP:Iteration 10Q (24697.870000 sec): 3 clusters
  Score: Raw -527595.044066 + Penalty 2749.839960 = -524845.204106
  nChanged 112
		SP:Iteration 11Q (24698.060000 sec): 3 clusters
  Score: Raw -527649.974281 + Penalty 2749.839960 = -524900.134321
  nChanged 111
		SP:Iteration 12Q (24698.350000 sec): 3 clusters
  Score: Raw -527696.972371 + Penalty 2749.839960 = -524947.132411
  nChanged 106
		SP:Iteration 13Q (24698.520000 sec): 3 clusters
  Score: Raw -527749.512045 + Penalty 2749.839960 = -524999.672085
  nChanged 114
		SP:Iteration 14Q (24698.690000 sec): 3 clusters
  Score: Raw -527809.931773 + Penalty 2749.839960 = -525060.091813
  nChanged 121
		SP:Iteration 15Q (24698.890000 sec): 3 clusters
  Score: Raw -527875.503654 + Penalty 2749.839960 = -525125.663694
  nChanged 115
		SP:Iteration 16Q (24699.080000 sec): 3 clusters
  Score: Raw -527949.341021 + Penalty 2749.839960 = -525199.501061
  nChanged 136
		SP:Iteration 17Q (24699.310000 sec): 3 clusters
  Score: Raw -528044.140233 + Penalty 2749.839960 = -525294.300273
  nChanged 148
		SP:Iteration 18Q (24699.500000 sec): 3 clusters
  Score: Raw -528157.605723 + Penalty 2749.839960 = -525407.765763
  nChanged 137
		SP:Iteration 19Q (24699.740000 sec): 3 clusters
  Score: Raw -528286.892682 + Penalty 2749.839960 = -525537.052722
  nChanged 131
		SP:Iteration 20F (24699.960000 sec): 3 clusters
  Score: Raw -528403.512365 + Penalty 2749.839960 = -525653.672405
  nChanged 127
		SP:Iteration 21Q (24700.090000 sec): 3 clusters
  Score: Raw -528520.439143 + Penalty 2749.839960 = -525770.599183
  nChanged 125
		SP:Iteration 22Q (24700.360000 sec): 3 clusters
  Score: Raw -528627.917423 + Penalty 2749.839960 = -525878.077463
  nChanged 101
		SP:Iteration 23Q (24700.520000 sec): 3 clusters
  Score: Raw -528708.411546 + Penalty 2749.839960 = -525958.571586
  nChanged 87
		SP:Iteration 24Q (24700.680000 sec): 3 clusters
  Score: Raw -528774.646837 + Penalty 2749.839960 = -526024.806877
  nChanged 68
		SP:Iteration 25Q (24700.900000 sec): 3 clusters
  Score: Raw -528819.263187 + Penalty 2749.839960 = -526069.423227
  nChanged 67
		SP:Iteration 26Q (24701.130000 sec): 3 clusters
  Score: Raw -528862.067140 + Penalty 2749.839960 = -526112.227180
  nChanged 46
		SP:Iteration 27Q (24701.350000 sec): 3 clusters
  Score: Raw -528888.494658 + Penalty 2749.839960 = -526138.654698
  nChanged 39
		SP:Iteration 28Q (24701.520000 sec): 3 clusters
  Score: Raw -528905.537885 + Penalty 2749.839960 = -526155.697925
  nChanged 32
		SP:Iteration 29Q (24701.670000 sec): 3 clusters
  Score: Raw -528918.067481 + Penalty 2749.839960 = -526168.227521
  nChanged 20
		SP:Iteration 30Q (24701.890000 sec): 3 clusters
  Score: Raw -528926.605664 + Penalty 2749.839960 = -526176.765704
  nChanged 17
		SP:Iteration 31Q (24702.010000 sec): 3 clusters
  Score: Raw -528931.734844 + Penalty 2749.839960 = -526181.894884
  nChanged 13
		SP:Iteration 32Q (24702.140000 sec): 3 clusters
  Score: Raw -528935.321541 + Penalty 2749.839960 = -526185.481581
  nChanged 7
		SP:Iteration 33Q (24702.290000 sec): 3 clusters
  Score: Raw -528937.030205 + Penalty 2749.839960 = -526187.190245
  nChanged 4
		SP:Iteration 34Q (24702.510000 sec): 3 clusters
  Score: Raw -528938.111023 + Penalty 2749.839960 = -526188.271063
  nChanged 4
		SP:Iteration 35Q (24702.700000 sec): 3 clusters
  Score: Raw -528939.069728 + Penalty 2749.839960 = -526189.229768
  nChanged 6
		SP:Iteration 36Q (24702.890000 sec): 3 clusters
  Score: Raw -528940.517398 + Penalty 2749.839960 = -526190.677438
  nChanged 4
		SP:Iteration 37Q (24703.130000 sec): 3 clusters
  Score: Raw -528941.642962 + Penalty 2749.839960 = -526191.803002
  nChanged 3
		SP:Iteration 38Q (24703.370000 sec): 3 clusters
  Score: Raw -528942.747613 + Penalty 2749.839960 = -526192.907653
  nChanged 1
		SP:Iteration 39Q (24703.540000 sec): 3 clusters
  Score: Raw -528943.301121 + Penalty 2749.839960 = -526193.461161
  nChanged 0
		SP:Iteration 40F (24703.710000 sec): 3 clusters
  Score: Raw -528945.112981 + Penalty 2749.839960 = -526195.273021
  nChanged 1
		SP:Iteration 41Q (24703.860000 sec): 3 clusters
  Score: Raw -528945.571744 + Penalty 2749.839960 = -526195.731784
  nChanged 1
		SP:Iteration 42Q (24704.030000 sec): 3 clusters
  Score: Raw -528945.766976 + Penalty 2749.839960 = -526195.927016
  nChanged 1
		SP:Iteration 43Q (24704.210000 sec): 3 clusters
  Score: Raw -528946.143041 + Penalty 2749.839960 = -526196.303081
  nChanged 0
		SP:Iteration 44F (24704.380000 sec): 3 clusters
  Score: Raw -528946.143041 + Penalty 2749.839960 = -526196.303081
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 14 (32772 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (24704.650000 sec): 2 clusters
  Score: Raw -4005272.452224 + Penalty 1689.566088 = -4003582.886137
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (24705.080000 sec): 3 clusters
  Score: Raw -3985036.481067 + Penalty 3379.132176 = -3981657.348892
  nChanged 15110
		SP:Iteration 1F (24705.450000 sec): 3 clusters
  Score: Raw -3993598.628628 + Penalty 3379.132176 = -3990219.496452
  nChanged 1683
		SP:Iteration 2F (24705.850000 sec): 3 clusters
  Score: Raw -3994299.232427 + Penalty 3379.132176 = -3990920.100252
  nChanged 1850
		SP:Iteration 3F (24706.210000 sec): 3 clusters
  Score: Raw -3995142.609241 + Penalty 3379.132176 = -3991763.477065
  nChanged 1903
		SP:Iteration 4F (24706.550000 sec): 3 clusters
  Score: Raw -3996048.060006 + Penalty 3379.132176 = -3992668.927831
  nChanged 1965
		SP:Iteration 5F (24706.950000 sec): 3 clusters
  Score: Raw -3996986.515095 + Penalty 3379.132176 = -3993607.382919
  nChanged 1857
		SP:Iteration 6F (24707.300000 sec): 3 clusters
  Score: Raw -3997866.256794 + Penalty 3379.132176 = -3994487.124618
  nChanged 1642
		SP:Iteration 7F (24707.660000 sec): 3 clusters
  Score: Raw -3998679.531691 + Penalty 3379.132176 = -3995300.399515
  nChanged 1544
		SP:Iteration 8Q (24708.110000 sec): 3 clusters
  Score: Raw -3999469.221357 + Penalty 3379.132176 = -3996090.089181
  nChanged 1447
		SP:Iteration 9Q (24708.460000 sec): 3 clusters
  Score: Raw -4000234.590053 + Penalty 3379.132176 = -3996855.457877
  nChanged 1379
		SP:Iteration 10Q (24708.850000 sec): 3 clusters
  Score: Raw -4001021.731257 + Penalty 3379.132176 = -3997642.599081
  nChanged 1346
		SP:Iteration 11Q (24709.270000 sec): 3 clusters
  Score: Raw -4001895.548771 + Penalty 3379.132176 = -3998516.416596
  nChanged 1256
		SP:Iteration 12Q (24709.600000 sec): 3 clusters
  Score: Raw -4002780.090001 + Penalty 3379.132176 = -3999400.957826
  nChanged 1083
		SP:Iteration 13Q (24710.020000 sec): 3 clusters
  Score: Raw -4003663.719202 + Penalty 3379.132176 = -4000284.587026
  nChanged 884
		SP:Iteration 14Q (24710.420000 sec): 3 clusters
  Score: Raw -4004415.407315 + Penalty 3379.132176 = -4001036.275139
  nChanged 532
		SP:Iteration 15Q (24710.810000 sec): 3 clusters
  Score: Raw -4004879.215053 + Penalty 3379.132176 = -4001500.082878
  nChanged 301
		SP:Iteration 16Q (24711.170000 sec): 3 clusters
  Score: Raw -4005150.113458 + Penalty 3379.132176 = -4001770.981282
  nChanged 174
		SP:Iteration 17Q (24711.530000 sec): 3 clusters
  Score: Raw -4005307.522977 + Penalty 3379.132176 = -4001928.390802
  nChanged 102
		SP:Iteration 18Q (24711.850000 sec): 3 clusters
  Score: Raw -4005396.750509 + Penalty 3379.132176 = -4002017.618334
  nChanged 62
		SP:Iteration 19Q (24712.150000 sec): 3 clusters
  Score: Raw -4005448.671403 + Penalty 3379.132176 = -4002069.539228
  nChanged 30
		SP:Iteration 20F (24712.510000 sec): 3 clusters
  Score: Raw -4005476.589645 + Penalty 3379.132176 = -4002097.457470
  nChanged 23
		SP:Iteration 21Q (24712.870000 sec): 3 clusters
  Score: Raw -4005500.252319 + Penalty 3379.132176 = -4002121.120143
  nChanged 11
		SP:Iteration 22Q (24713.180000 sec): 3 clusters
  Score: Raw -4005516.729010 + Penalty 3379.132176 = -4002137.596835
  nChanged 20
		SP:Iteration 23Q (24713.550000 sec): 3 clusters
  Score: Raw -4005535.803173 + Penalty 3379.132176 = -4002156.670998
  nChanged 12
		SP:Iteration 24Q (24713.950000 sec): 3 clusters
  Score: Raw -4005543.769367 + Penalty 3379.132176 = -4002164.637192
  nChanged 5
		SP:Iteration 25Q (24714.380000 sec): 3 clusters
  Score: Raw -4005547.013655 + Penalty 3379.132176 = -4002167.881479
  nChanged 2
		SP:Iteration 26Q (24714.730000 sec): 3 clusters
  Score: Raw -4005547.734341 + Penalty 3379.132176 = -4002168.602165
  nChanged 1
		SP:Iteration 27Q (24715.080000 sec): 3 clusters
  Score: Raw -4005549.188152 + Penalty 3379.132176 = -4002170.055976
  nChanged 3
		SP:Iteration 28Q (24715.400000 sec): 3 clusters
  Score: Raw -4005550.323221 + Penalty 3379.132176 = -4002171.191046
  nChanged 2
		SP:Iteration 29Q (24715.760000 sec): 3 clusters
  Score: Raw -4005553.079735 + Penalty 3379.132176 = -4002173.947560
  nChanged 4
		SP:Iteration 30Q (24716.120000 sec): 3 clusters
  Score: Raw -4005557.072445 + Penalty 3379.132176 = -4002177.940269
  nChanged 3
		SP:Iteration 31Q (24716.470000 sec): 3 clusters
  Score: Raw -4005559.240284 + Penalty 3379.132176 = -4002180.108108
  nChanged 4
		SP:Iteration 32Q (24716.830000 sec): 3 clusters
  Score: Raw -4005563.862585 + Penalty 3379.132176 = -4002184.730409
  nChanged 5
		SP:Iteration 33Q (24717.190000 sec): 3 clusters
  Score: Raw -4005568.226703 + Penalty 3379.132176 = -4002189.094528
  nChanged 3
		SP:Iteration 34Q (24717.550000 sec): 3 clusters
  Score: Raw -4005571.529569 + Penalty 3379.132176 = -4002192.397394
  nChanged 3
		SP:Iteration 35Q (24717.900000 sec): 3 clusters
  Score: Raw -4005573.231587 + Penalty 3379.132176 = -4002194.099412
  nChanged 2
		SP:Iteration 36Q (24718.260000 sec): 3 clusters
  Score: Raw -4005575.157336 + Penalty 3379.132176 = -4002196.025161
  nChanged 2
		SP:Iteration 37Q (24718.610000 sec): 3 clusters
  Score: Raw -4005576.870387 + Penalty 3379.132176 = -4002197.738211
  nChanged 0
		SP:Iteration 38F (24719.060000 sec): 3 clusters
  Score: Raw -4005576.870387 + Penalty 3379.132176 = -4002197.738211
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 15 (1774 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (24719.190000 sec): 2 clusters
  Score: Raw -197419.511659 + Penalty 1215.661226 = -196203.850433
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (24719.400000 sec): 3 clusters
  Score: Raw -196724.933205 + Penalty 2431.322453 = -194293.610752
  nChanged 631
		SP:Iteration 1F (24719.590000 sec): 3 clusters
  Score: Raw -197369.594027 + Penalty 2431.322453 = -194938.271574
  nChanged 170
		SP:Iteration 2F (24719.810000 sec): 3 clusters
  Score: Raw -197606.361776 + Penalty 2431.322453 = -195175.039323
  nChanged 133
		SP:Iteration 3F (24720.040000 sec): 3 clusters
  Score: Raw -197753.338220 + Penalty 2431.322453 = -195322.015767
  nChanged 88
		SP:Iteration 4Q (24720.170000 sec): 3 clusters
  Score: Raw -197875.583182 + Penalty 2431.322453 = -195444.260729
  nChanged 89
		SP:Iteration 5F (24720.260000 sec): 3 clusters
  Score: Raw -197989.934023 + Penalty 2431.322453 = -195558.611570
  nChanged 68
		SP:Iteration 6Q (24720.430000 sec): 3 clusters
  Score: Raw -198075.734091 + Penalty 2431.322453 = -195644.411638
  nChanged 61
		SP:Iteration 7Q (24720.610000 sec): 3 clusters
  Score: Raw -198163.131594 + Penalty 2431.322453 = -195731.809141
  nChanged 58
		SP:Iteration 8Q (24720.760000 sec): 3 clusters
  Score: Raw -198225.148905 + Penalty 2431.322453 = -195793.826452
  nChanged 33
		SP:Iteration 9Q (24720.920000 sec): 3 clusters
  Score: Raw -198260.395137 + Penalty 2431.322453 = -195829.072684
  nChanged 24
		SP:Iteration 10Q (24721.120000 sec): 3 clusters
  Score: Raw -198284.790424 + Penalty 2431.322453 = -195853.467971
  nChanged 17
		SP:Iteration 11Q (24721.270000 sec): 3 clusters
  Score: Raw -198301.340498 + Penalty 2431.322453 = -195870.018045
  nChanged 10
		SP:Iteration 12Q (24721.500000 sec): 3 clusters
  Score: Raw -198321.989764 + Penalty 2431.322453 = -195890.667312
  nChanged 11
		SP:Iteration 13Q (24721.720000 sec): 3 clusters
  Score: Raw -198331.672741 + Penalty 2431.322453 = -195900.350288
  nChanged 5
		SP:Iteration 14Q (24721.890000 sec): 3 clusters
  Score: Raw -198334.786848 + Penalty 2431.322453 = -195903.464395
  nChanged 2
		SP:Iteration 15Q (24722.070000 sec): 3 clusters
  Score: Raw -198336.397877 + Penalty 2431.322453 = -195905.075424
  nChanged 0
		SP:Iteration 16F (24722.210000 sec): 3 clusters
  Score: Raw -198336.397877 + Penalty 2431.322453 = -195905.075424
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 16 (691 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (24722.300000 sec): 2 clusters
  Score: Raw -78285.372361 + Penalty 1062.447721 = -77222.924640
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (24722.440000 sec): 3 clusters
  Score: Raw -78205.676415 + Penalty 2124.895443 = -76080.780973
  nChanged 199
		SP:Iteration 1F (24722.580000 sec): 3 clusters
  Score: Raw -78500.470099 + Penalty 2124.895443 = -76375.574656
  nChanged 62
		SP:Iteration 2F (24722.720000 sec): 3 clusters
  Score: Raw -78597.726020 + Penalty 2124.895443 = -76472.830577
  nChanged 24
		SP:Iteration 3Q (24722.850000 sec): 3 clusters
  Score: Raw -78637.430936 + Penalty 2124.895443 = -76512.535494
  nChanged 15
		SP:Iteration 4Q (24722.950000 sec): 3 clusters
  Score: Raw -78656.772615 + Penalty 2124.895443 = -76531.877172
  nChanged 12
		SP:Iteration 5Q (24723.100000 sec): 3 clusters
  Score: Raw -78667.389054 + Penalty 2124.895443 = -76542.493611
  nChanged 8
		SP:Iteration 6Q (24723.250000 sec): 3 clusters
  Score: Raw -78678.208427 + Penalty 2124.895443 = -76553.312984
  nChanged 6
		SP:Iteration 7Q (24723.390000 sec): 3 clusters
  Score: Raw -78685.478518 + Penalty 2124.895443 = -76560.583075
  nChanged 9
		SP:Iteration 8Q (24723.600000 sec): 3 clusters
  Score: Raw -78701.524161 + Penalty 2124.895443 = -76576.628718
  nChanged 7
		SP:Iteration 9Q (24723.810000 sec): 3 clusters
  Score: Raw -78710.825312 + Penalty 2124.895443 = -76585.929869
  nChanged 6
		SP:Iteration 10Q (24724.020000 sec): 3 clusters
  Score: Raw -78717.243133 + Penalty 2124.895443 = -76592.347690
  nChanged 7
		SP:Iteration 11Q (24724.160000 sec): 3 clusters
  Score: Raw -78725.888425 + Penalty 2124.895443 = -76600.992982
  nChanged 6
		SP:Iteration 12Q (24724.350000 sec): 3 clusters
  Score: Raw -78734.756255 + Penalty 2124.895443 = -76609.860812
  nChanged 6
		SP:Iteration 13Q (24724.460000 sec): 3 clusters
  Score: Raw -78741.777450 + Penalty 2124.895443 = -76616.882008
  nChanged 3
		SP:Iteration 14Q (24724.630000 sec): 3 clusters
  Score: Raw -78743.989678 + Penalty 2124.895443 = -76619.094235
  nChanged 1
		SP:Iteration 15Q (24724.790000 sec): 3 clusters
  Score: Raw -78744.542062 + Penalty 2124.895443 = -76619.646619
  nChanged 2
		SP:Iteration 16Q (24724.950000 sec): 3 clusters
  Score: Raw -78750.192697 + Penalty 2124.895443 = -76625.297255
  nChanged 3
		SP:Iteration 17Q (24725.080000 sec): 3 clusters
  Score: Raw -78757.360071 + Penalty 2124.895443 = -76632.464628
  nChanged 6
		SP:Iteration 18Q (24725.210000 sec): 3 clusters
  Score: Raw -78765.104109 + Penalty 2124.895443 = -76640.208667
  nChanged 1
		SP:Iteration 19Q (24725.350000 sec): 3 clusters
  Score: Raw -78766.520238 + Penalty 2124.895443 = -76641.624795
  nChanged 3
		SP:Iteration 20F (24725.490000 sec): 3 clusters
  Score: Raw -78772.711745 + Penalty 2124.895443 = -76647.816302
  nChanged 3
		SP:Iteration 21Q (24725.620000 sec): 3 clusters
  Score: Raw -78776.606745 + Penalty 2124.895443 = -76651.711303
  nChanged 2
		SP:Iteration 22Q (24725.790000 sec): 3 clusters
  Score: Raw -78778.841883 + Penalty 2124.895443 = -76653.946440
  nChanged 3
		SP:Iteration 23Q (24725.920000 sec): 3 clusters
  Score: Raw -78782.391768 + Penalty 2124.895443 = -76657.496325
  nChanged 1
		SP:Iteration 24Q (24726.020000 sec): 3 clusters
  Score: Raw -78783.956577 + Penalty 2124.895443 = -76659.061135
  nChanged 0
		SP:Iteration 25F (24726.150000 sec): 3 clusters
  Score: Raw -78783.956577 + Penalty 2124.895443 = -76659.061135
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 17 (326 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (24726.250000 sec): 2 clusters
  Score: Raw -22892.532360 + Penalty 940.370824 = -21952.161536
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (24726.380000 sec): 3 clusters
  Score: Raw -22964.312601 + Penalty 1880.741649 = -21083.570952
  nChanged 69
		SP:Iteration 1F (24726.510000 sec): 3 clusters
  Score: Raw -23159.023140 + Penalty 1880.741649 = -21278.281491
  nChanged 34
		SP:Iteration 2F (24726.690000 sec): 3 clusters
  Score: Raw -23329.900305 + Penalty 1880.741649 = -21449.158656
  nChanged 23
		SP:Iteration 3F (24726.820000 sec): 3 clusters
  Score: Raw -23418.279706 + Penalty 1880.741649 = -21537.538057
  nChanged 8
		SP:Iteration 4Q (24726.980000 sec): 3 clusters
  Score: Raw -23445.243237 + Penalty 1880.741649 = -21564.501588
  nChanged 4
		SP:Iteration 5Q (24727.150000 sec): 3 clusters
  Score: Raw -23488.112146 + Penalty 1880.741649 = -21607.370497
  nChanged 5
		SP:Iteration 6Q (24727.380000 sec): 3 clusters
  Score: Raw -23513.730916 + Penalty 1880.741649 = -21632.989267
  nChanged 3
		SP:Iteration 7Q (24727.610000 sec): 3 clusters
  Score: Raw -23521.963014 + Penalty 1880.741649 = -21641.221365
  nChanged 2
		SP:Iteration 8Q (24727.740000 sec): 3 clusters
  Score: Raw -23527.138785 + Penalty 1880.741649 = -21646.397136
  nChanged 2
		SP:Iteration 9Q (24727.870000 sec): 3 clusters
  Score: Raw -23529.330415 + Penalty 1880.741649 = -21648.588766
  nChanged 2
		SP:Iteration 10Q (24727.990000 sec): 3 clusters
  Score: Raw -23532.850771 + Penalty 1880.741649 = -21652.109122
  nChanged 0
		SP:Iteration 11F (24728.100000 sec): 3 clusters
  Score: Raw -23532.850771 + Penalty 1880.741649 = -21652.109122
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 18 (2880 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (24728.210000 sec): 2 clusters
  Score: Raw -349993.743721 + Penalty 1294.401156 = -348699.342565
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (24728.350000 sec): 3 clusters
  Score: Raw -348638.704013 + Penalty 2588.802311 = -346049.901701
  nChanged 1079
		SP:Iteration 1F (24728.490000 sec): 3 clusters
  Score: Raw -349283.367565 + Penalty 2588.802311 = -346694.565254
  nChanged 221
		SP:Iteration 2F (24728.620000 sec): 3 clusters
  Score: Raw -349415.091756 + Penalty 2588.802311 = -346826.289445
  nChanged 142
		SP:Iteration 3Q (24728.750000 sec): 3 clusters
  Score: Raw -349499.627831 + Penalty 2588.802311 = -346910.825520
  nChanged 107
		SP:Iteration 4Q (24728.880000 sec): 3 clusters
  Score: Raw -349554.476398 + Penalty 2588.802311 = -346965.674087
  nChanged 83
		SP:Iteration 5Q (24729.070000 sec): 3 clusters
  Score: Raw -349600.762815 + Penalty 2588.802311 = -347011.960504
  nChanged 79
		SP:Iteration 6Q (24729.260000 sec): 3 clusters
  Score: Raw -349641.972617 + Penalty 2588.802311 = -347053.170306
  nChanged 62
		SP:Iteration 7Q (24729.380000 sec): 3 clusters
  Score: Raw -349669.680366 + Penalty 2588.802311 = -347080.878055
  nChanged 47
		SP:Iteration 8Q (24729.510000 sec): 3 clusters
  Score: Raw -349694.977907 + Penalty 2588.802311 = -347106.175596
  nChanged 35
		SP:Iteration 9Q (24729.630000 sec): 3 clusters
  Score: Raw -349710.076987 + Penalty 2588.802311 = -347121.274676
  nChanged 25
		SP:Iteration 10Q (24729.770000 sec): 3 clusters
  Score: Raw -349719.402647 + Penalty 2588.802311 = -347130.600336
  nChanged 28
		SP:Iteration 11Q (24729.960000 sec): 3 clusters
  Score: Raw -349733.483891 + Penalty 2588.802311 = -347144.681580
  nChanged 27
		SP:Iteration 12Q (24730.140000 sec): 3 clusters
  Score: Raw -349745.262856 + Penalty 2588.802311 = -347156.460544
  nChanged 23
		SP:Iteration 13Q (24730.320000 sec): 3 clusters
  Score: Raw -349755.847907 + Penalty 2588.802311 = -347167.045596
  nChanged 27
		SP:Iteration 14Q (24730.480000 sec): 3 clusters
  Score: Raw -349765.377234 + Penalty 2588.802311 = -347176.574923
  nChanged 23
		SP:Iteration 15Q (24730.650000 sec): 3 clusters
  Score: Raw -349775.742727 + Penalty 2588.802311 = -347186.940416
  nChanged 17
		SP:Iteration 16Q (24730.790000 sec): 3 clusters
  Score: Raw -349780.911458 + Penalty 2588.802311 = -347192.109147
  nChanged 11
		SP:Iteration 17Q (24730.970000 sec): 3 clusters
  Score: Raw -349785.157632 + Penalty 2588.802311 = -347196.355321
  nChanged 21
		SP:Iteration 18Q (24731.170000 sec): 3 clusters
  Score: Raw -349792.051607 + Penalty 2588.802311 = -347203.249296
  nChanged 14
		SP:Iteration 19Q (24731.370000 sec): 3 clusters
  Score: Raw -349798.312246 + Penalty 2588.802311 = -347209.509935
  nChanged 16
		SP:Iteration 20F (24731.500000 sec): 3 clusters
  Score: Raw -349803.101475 + Penalty 2588.802311 = -347214.299164
  nChanged 14
		SP:Iteration 21Q (24731.650000 sec): 3 clusters
  Score: Raw -349808.156504 + Penalty 2588.802311 = -347219.354193
  nChanged 13
		SP:Iteration 22Q (24731.790000 sec): 3 clusters
  Score: Raw -349813.478472 + Penalty 2588.802311 = -347224.676160
  nChanged 17
		SP:Iteration 23Q (24731.930000 sec): 3 clusters
  Score: Raw -349819.905515 + Penalty 2588.802311 = -347231.103204
  nChanged 19
		SP:Iteration 24Q (24732.100000 sec): 3 clusters
  Score: Raw -349828.502522 + Penalty 2588.802311 = -347239.700211
  nChanged 20
		SP:Iteration 25Q (24732.290000 sec): 3 clusters
  Score: Raw -349836.003959 + Penalty 2588.802311 = -347247.201648
  nChanged 20
		SP:Iteration 26Q (24732.440000 sec): 3 clusters
  Score: Raw -349845.788862 + Penalty 2588.802311 = -347256.986550
  nChanged 25
		SP:Iteration 27Q (24732.670000 sec): 3 clusters
  Score: Raw -349855.942104 + Penalty 2588.802311 = -347267.139793
  nChanged 22
		SP:Iteration 28Q (24732.860000 sec): 3 clusters
  Score: Raw -349865.850813 + Penalty 2588.802311 = -347277.048502
  nChanged 21
		SP:Iteration 29Q (24733.050000 sec): 3 clusters
  Score: Raw -349875.647439 + Penalty 2588.802311 = -347286.845127
  nChanged 13
		SP:Iteration 30Q (24733.260000 sec): 3 clusters
  Score: Raw -349882.059728 + Penalty 2588.802311 = -347293.257417
  nChanged 12
		SP:Iteration 31Q (24733.410000 sec): 3 clusters
  Score: Raw -349887.622360 + Penalty 2588.802311 = -347298.820049
  nChanged 16
		SP:Iteration 32Q (24733.590000 sec): 3 clusters
  Score: Raw -349894.476157 + Penalty 2588.802311 = -347305.673846
  nChanged 26
		SP:Iteration 33Q (24733.760000 sec): 3 clusters
  Score: Raw -349905.499551 + Penalty 2588.802311 = -347316.697240
  nChanged 19
		SP:Iteration 34Q (24733.900000 sec): 3 clusters
  Score: Raw -349913.636980 + Penalty 2588.802311 = -347324.834669
  nChanged 18
		SP:Iteration 35Q (24734.090000 sec): 3 clusters
  Score: Raw -349920.450487 + Penalty 2588.802311 = -347331.648176
  nChanged 13
		SP:Iteration 36Q (24734.260000 sec): 3 clusters
  Score: Raw -349926.588161 + Penalty 2588.802311 = -347337.785849
  nChanged 13
		SP:Iteration 37Q (24734.420000 sec): 3 clusters
  Score: Raw -349934.907132 + Penalty 2588.802311 = -347346.104821
  nChanged 22
		SP:Iteration 38Q (24734.620000 sec): 3 clusters
  Score: Raw -349946.427284 + Penalty 2588.802311 = -347357.624972
  nChanged 20
		SP:Iteration 39Q (24734.860000 sec): 3 clusters
  Score: Raw -349955.501757 + Penalty 2588.802311 = -347366.699446
  nChanged 20
		SP:Iteration 40F (24735.040000 sec): 3 clusters
  Score: Raw -349965.357441 + Penalty 2588.802311 = -347376.555130
  nChanged 25
		SP:Iteration 41Q (24735.210000 sec): 3 clusters
  Score: Raw -349977.951580 + Penalty 2588.802311 = -347389.149269
  nChanged 15
		SP:Iteration 42Q (24735.400000 sec): 3 clusters
  Score: Raw -349984.964222 + Penalty 2588.802311 = -347396.161911
  nChanged 18
		SP:Iteration 43Q (24735.610000 sec): 3 clusters
  Score: Raw -349995.117573 + Penalty 2588.802311 = -347406.315262
  nChanged 14
		SP:Iteration 44Q (24735.820000 sec): 3 clusters
  Score: Raw -350002.336815 + Penalty 2588.802311 = -347413.534503
  nChanged 10
		SP:Iteration 45Q (24736.040000 sec): 3 clusters
  Score: Raw -350005.511149 + Penalty 2588.802311 = -347416.708838
  nChanged 7
		SP:Iteration 46Q (24736.220000 sec): 3 clusters
  Score: Raw -350009.101171 + Penalty 2588.802311 = -347420.298859
  nChanged 6
		SP:Iteration 47Q (24736.440000 sec): 3 clusters
  Score: Raw -350011.501221 + Penalty 2588.802311 = -347422.698909
  nChanged 5
		SP:Iteration 48Q (24736.650000 sec): 3 clusters
  Score: Raw -350013.896191 + Penalty 2588.802311 = -347425.093880
  nChanged 2
		SP:Iteration 49Q (24736.830000 sec): 3 clusters
  Score: Raw -350014.818728 + Penalty 2588.802311 = -347426.016416
  nChanged 6
		SP:Iteration 50Q (24736.990000 sec): 3 clusters
  Score: Raw -350016.846532 + Penalty 2588.802311 = -347428.044221
  nChanged 3
		SP:Iteration 51Q (24737.140000 sec): 3 clusters
  Score: Raw -350017.920527 + Penalty 2588.802311 = -347429.118216
  nChanged 3
		SP:Iteration 52Q (24737.310000 sec): 3 clusters
  Score: Raw -350018.443491 + Penalty 2588.802311 = -347429.641180
  nChanged 1
		SP:Iteration 53Q (24737.480000 sec): 3 clusters
  Score: Raw -350018.554405 + Penalty 2588.802311 = -347429.752094
  nChanged 1
		SP:Iteration 54Q (24737.710000 sec): 3 clusters
  Score: Raw -350018.979351 + Penalty 2588.802311 = -347430.177039
  nChanged 2
		SP:Iteration 55Q (24737.940000 sec): 3 clusters
  Score: Raw -350019.564080 + Penalty 2588.802311 = -347430.761769
  nChanged 0
		SP:Iteration 56F (24738.130000 sec): 3 clusters
  Score: Raw -350019.564080 + Penalty 2588.802311 = -347430.761769
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 19 (1950 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (24738.250000 sec): 2 clusters
  Score: Raw -240800.705066 + Penalty 1231.032506 = -239569.672560
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (24738.430000 sec): 3 clusters
  Score: Raw -239991.902562 + Penalty 2462.065012 = -237529.837551
  nChanged 664
		SP:Iteration 1F (24738.580000 sec): 3 clusters
  Score: Raw -240391.239493 + Penalty 2462.065012 = -237929.174481
  nChanged 137
		SP:Iteration 2F (24738.700000 sec): 3 clusters
  Score: Raw -240497.627640 + Penalty 2462.065012 = -238035.562628
  nChanged 85
		SP:Iteration 3Q (24738.800000 sec): 3 clusters
  Score: Raw -240556.882840 + Penalty 2462.065012 = -238094.817828
  nChanged 59
		SP:Iteration 4Q (24738.900000 sec): 3 clusters
  Score: Raw -240592.103684 + Penalty 2462.065012 = -238130.038673
  nChanged 49
		SP:Iteration 5Q (24739.040000 sec): 3 clusters
  Score: Raw -240623.617884 + Penalty 2462.065012 = -238161.552872
  nChanged 41
		SP:Iteration 6Q (24739.140000 sec): 3 clusters
  Score: Raw -240649.619488 + Penalty 2462.065012 = -238187.554476
  nChanged 34
		SP:Iteration 7Q (24739.230000 sec): 3 clusters
  Score: Raw -240666.349396 + Penalty 2462.065012 = -238204.284384
  nChanged 29
		SP:Iteration 8Q (24739.330000 sec): 3 clusters
  Score: Raw -240681.130071 + Penalty 2462.065012 = -238219.065059
  nChanged 19
		SP:Iteration 9Q (24739.520000 sec): 3 clusters
  Score: Raw -240693.454843 + Penalty 2462.065012 = -238231.389831
  nChanged 20
		SP:Iteration 10Q (24739.650000 sec): 3 clusters
  Score: Raw -240703.384463 + Penalty 2462.065012 = -238241.319452
  nChanged 14
		SP:Iteration 11Q (24739.860000 sec): 3 clusters
  Score: Raw -240710.344799 + Penalty 2462.065012 = -238248.279788
  nChanged 9
		SP:Iteration 12Q (24740.030000 sec): 3 clusters
  Score: Raw -240715.013393 + Penalty 2462.065012 = -238252.948382
  nChanged 7
		SP:Iteration 13Q (24740.220000 sec): 3 clusters
  Score: Raw -240717.988624 + Penalty 2462.065012 = -238255.923612
  nChanged 15
		SP:Iteration 14Q (24740.400000 sec): 3 clusters
  Score: Raw -240726.738772 + Penalty 2462.065012 = -238264.673760
  nChanged 16
		SP:Iteration 15Q (24740.540000 sec): 3 clusters
  Score: Raw -240734.248568 + Penalty 2462.065012 = -238272.183557
  nChanged 15
		SP:Iteration 16Q (24740.720000 sec): 3 clusters
  Score: Raw -240745.555285 + Penalty 2462.065012 = -238283.490273
  nChanged 15
		SP:Iteration 17Q (24740.950000 sec): 3 clusters
  Score: Raw -240754.447636 + Penalty 2462.065012 = -238292.382625
  nChanged 8
		SP:Iteration 18Q (24741.080000 sec): 3 clusters
  Score: Raw -240759.437488 + Penalty 2462.065012 = -238297.372477
  nChanged 14
		SP:Iteration 19Q (24741.220000 sec): 3 clusters
  Score: Raw -240767.712356 + Penalty 2462.065012 = -238305.647344
  nChanged 6
		SP:Iteration 20F (24741.420000 sec): 3 clusters
  Score: Raw -240770.768543 + Penalty 2462.065012 = -238308.703531
  nChanged 6
		SP:Iteration 21Q (24741.590000 sec): 3 clusters
  Score: Raw -240774.224433 + Penalty 2462.065012 = -238312.159421
  nChanged 6
		SP:Iteration 22Q (24741.750000 sec): 3 clusters
  Score: Raw -240777.519456 + Penalty 2462.065012 = -238315.454444
  nChanged 8
		SP:Iteration 23Q (24741.900000 sec): 3 clusters
  Score: Raw -240780.654886 + Penalty 2462.065012 = -238318.589874
  nChanged 8
		SP:Iteration 24Q (24742.100000 sec): 3 clusters
  Score: Raw -240785.506494 + Penalty 2462.065012 = -238323.441482
  nChanged 9
		SP:Iteration 25Q (24742.270000 sec): 3 clusters
  Score: Raw -240790.542770 + Penalty 2462.065012 = -238328.477759
  nChanged 12
		SP:Iteration 26Q (24742.430000 sec): 3 clusters
  Score: Raw -240797.431125 + Penalty 2462.065012 = -238335.366113
  nChanged 11
		SP:Iteration 27Q (24742.600000 sec): 3 clusters
  Score: Raw -240803.835985 + Penalty 2462.065012 = -238341.770973
  nChanged 5
		SP:Iteration 28Q (24742.770000 sec): 3 clusters
  Score: Raw -240805.560507 + Penalty 2462.065012 = -238343.495496
  nChanged 6
		SP:Iteration 29Q (24742.910000 sec): 3 clusters
  Score: Raw -240807.466159 + Penalty 2462.065012 = -238345.401147
  nChanged 2
		SP:Iteration 30Q (24743.110000 sec): 3 clusters
  Score: Raw -240808.073400 + Penalty 2462.065012 = -238346.008388
  nChanged 3
		SP:Iteration 31Q (24743.270000 sec): 3 clusters
  Score: Raw -240809.265542 + Penalty 2462.065012 = -238347.200530
  nChanged 1
		SP:Iteration 32Q (24743.440000 sec): 3 clusters
  Score: Raw -240809.415957 + Penalty 2462.065012 = -238347.350945
  nChanged 1
		SP:Iteration 33Q (24743.600000 sec): 3 clusters
  Score: Raw -240809.717049 + Penalty 2462.065012 = -238347.652037
  nChanged 3
		SP:Iteration 34Q (24743.770000 sec): 3 clusters
  Score: Raw -240810.706049 + Penalty 2462.065012 = -238348.641038
  nChanged 4
		SP:Iteration 35Q (24743.910000 sec): 3 clusters
  Score: Raw -240812.566194 + Penalty 2462.065012 = -238350.501183
  nChanged 2
		SP:Iteration 36Q (24744.100000 sec): 3 clusters
  Score: Raw -240814.250094 + Penalty 2462.065012 = -238352.185082
  nChanged 4
		SP:Iteration 37Q (24744.280000 sec): 3 clusters
  Score: Raw -240816.243399 + Penalty 2462.065012 = -238354.178387
  nChanged 2
		SP:Iteration 38Q (24744.480000 sec): 3 clusters
  Score: Raw -240817.136293 + Penalty 2462.065012 = -238355.071281
  nChanged 4
		SP:Iteration 39Q (24744.650000 sec): 3 clusters
  Score: Raw -240818.906259 + Penalty 2462.065012 = -238356.841247
  nChanged 2
		SP:Iteration 40F (24744.800000 sec): 3 clusters
  Score: Raw -240819.595991 + Penalty 2462.065012 = -238357.530979
  nChanged 3
		SP:Iteration 41Q (24744.910000 sec): 3 clusters
  Score: Raw -240821.415064 + Penalty 2462.065012 = -238359.350052
  nChanged 6
		SP:Iteration 42Q (24745.100000 sec): 3 clusters
  Score: Raw -240824.407496 + Penalty 2462.065012 = -238362.342485
  nChanged 6
		SP:Iteration 43Q (24745.310000 sec): 3 clusters
  Score: Raw -240827.433397 + Penalty 2462.065012 = -238365.368385
  nChanged 6
		SP:Iteration 44Q (24745.450000 sec): 3 clusters
  Score: Raw -240829.978035 + Penalty 2462.065012 = -238367.913024
  nChanged 5
		SP:Iteration 45Q (24745.620000 sec): 3 clusters
  Score: Raw -240832.306349 + Penalty 2462.065012 = -238370.241337
  nChanged 3
		SP:Iteration 46Q (24745.810000 sec): 3 clusters
  Score: Raw -240833.690319 + Penalty 2462.065012 = -238371.625308
  nChanged 1
		SP:Iteration 47Q (24746.010000 sec): 3 clusters
  Score: Raw -240834.203302 + Penalty 2462.065012 = -238372.138290
  nChanged 1
		SP:Iteration 48Q (24746.190000 sec): 3 clusters
  Score: Raw -240835.374992 + Penalty 2462.065012 = -238373.309981
  nChanged 4
		SP:Iteration 49Q (24746.370000 sec): 3 clusters
  Score: Raw -240838.113133 + Penalty 2462.065012 = -238376.048121
  nChanged 3
		SP:Iteration 50Q (24746.530000 sec): 3 clusters
  Score: Raw -240839.723688 + Penalty 2462.065012 = -238377.658676
  nChanged 3
		SP:Iteration 51Q (24746.640000 sec): 3 clusters
  Score: Raw -240841.074390 + Penalty 2462.065012 = -238379.009379
  nChanged 1
		SP:Iteration 52Q (24746.780000 sec): 3 clusters
  Score: Raw -240841.311978 + Penalty 2462.065012 = -238379.246966
  nChanged 1
		SP:Iteration 53Q (24746.900000 sec): 3 clusters
  Score: Raw -240842.139269 + Penalty 2462.065012 = -238380.074257
  nChanged 1
		SP:Iteration 54Q (24747.030000 sec): 3 clusters
  Score: Raw -240842.457226 + Penalty 2462.065012 = -238380.392214
  nChanged 1
		SP:Iteration 55Q (24747.200000 sec): 3 clusters
  Score: Raw -240842.714987 + Penalty 2462.065012 = -238380.649975
  nChanged 1
		SP:Iteration 56Q (24747.320000 sec): 3 clusters
  Score: Raw -240843.708525 + Penalty 2462.065012 = -238381.643514
  nChanged 2
		SP:Iteration 57Q (24747.530000 sec): 3 clusters
  Score: Raw -240845.412342 + Penalty 2462.065012 = -238383.347331
  nChanged 2
		SP:Iteration 58Q (24747.680000 sec): 3 clusters
  Score: Raw -240846.243719 + Penalty 2462.065012 = -238384.178708
  nChanged 1
		SP:Iteration 59Q (24747.860000 sec): 3 clusters
  Score: Raw -240846.732440 + Penalty 2462.065012 = -238384.667428
  nChanged 0
		SP:Iteration 60F (24748.040000 sec): 3 clusters
  Score: Raw -240846.732440 + Penalty 2462.065012 = -238384.667428
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 20 (186792 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (24749.010000 sec): 2 clusters
  Score: Raw -22488093.449892 + Penalty 1972.384534 = -22486121.065358
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (24750.250000 sec): 3 clusters
  Score: Raw -22364636.310668 + Penalty 3944.769068 = -22360691.541600
  nChanged 90428
		SP:Iteration 1F (24751.550000 sec): 3 clusters
  Score: Raw -22419320.649975 + Penalty 3944.769068 = -22415375.880908
  nChanged 8157
		SP:Iteration 2Q (24752.980000 sec): 3 clusters
  Score: Raw -22422385.665219 + Penalty 3944.769068 = -22418440.896152
  nChanged 10254
		SP:Iteration 3F (24754.340000 sec): 3 clusters
  Score: Raw -22427291.404025 + Penalty 3944.769068 = -22423346.634958
  nChanged 12607
		SP:Iteration 4F (24755.700000 sec): 3 clusters
  Score: Raw -22434987.707061 + Penalty 3944.769068 = -22431042.937993
  nChanged 14832
		SP:Iteration 5F (24757.060000 sec): 3 clusters
  Score: Raw -22446280.117750 + Penalty 3944.769068 = -22442335.348683
  nChanged 15384
		SP:Iteration 6F (24758.500000 sec): 3 clusters
  Score: Raw -22459714.689258 + Penalty 3944.769068 = -22455769.920190
  nChanged 13339
		SP:Iteration 7F (24759.820000 sec): 3 clusters
  Score: Raw -22472310.303206 + Penalty 3944.769068 = -22468365.534138
  nChanged 9253
		SP:Iteration 8Q (24761.120000 sec): 3 clusters
  Score: Raw -22480976.085100 + Penalty 3944.769068 = -22477031.316032
  nChanged 5014
		SP:Iteration 9Q (24762.430000 sec): 3 clusters
  Score: Raw -22485337.586123 + Penalty 3944.769068 = -22481392.817056
  nChanged 2323
		SP:Iteration 10Q (24763.650000 sec): 3 clusters
  Score: Raw -22487202.700824 + Penalty 3944.769068 = -22483257.931757
  nChanged 995
		SP:Iteration 11Q (24764.910000 sec): 3 clusters
  Score: Raw -22487935.812567 + Penalty 3944.769068 = -22483991.043499
  nChanged 432
		SP:Iteration 12Q (24766.010000 sec): 3 clusters
  Score: Raw -22488236.424443 + Penalty 3944.769068 = -22484291.655376
  nChanged 201
		SP:Iteration 13Q (24767.140000 sec): 3 clusters
  Score: Raw -22488380.963986 + Penalty 3944.769068 = -22484436.194919
  nChanged 118
		SP:Iteration 14Q (24768.250000 sec): 3 clusters
  Score: Raw -22488468.053245 + Penalty 3944.769068 = -22484523.284177
  nChanged 67
		SP:Iteration 15Q (24769.440000 sec): 3 clusters
  Score: Raw -22488514.946189 + Penalty 3944.769068 = -22484570.177122
  nChanged 36
		SP:Iteration 16Q (24770.670000 sec): 3 clusters
  Score: Raw -22488551.451735 + Penalty 3944.769068 = -22484606.682668
  nChanged 43
		SP:Iteration 17Q (24771.770000 sec): 3 clusters
  Score: Raw -22488583.309583 + Penalty 3944.769068 = -22484638.540515
  nChanged 32
		SP:Iteration 18Q (24772.980000 sec): 3 clusters
  Score: Raw -22488603.323444 + Penalty 3944.769068 = -22484658.554377
  nChanged 19
		SP:Iteration 19Q (24774.150000 sec): 3 clusters
  Score: Raw -22488616.653864 + Penalty 3944.769068 = -22484671.884796
  nChanged 18
		SP:Iteration 20F (24775.490000 sec): 3 clusters
  Score: Raw -22488625.147842 + Penalty 3944.769068 = -22484680.378774
  nChanged 9
		SP:Iteration 21Q (24776.740000 sec): 3 clusters
  Score: Raw -22488632.073287 + Penalty 3944.769068 = -22484687.304220
  nChanged 6
		SP:Iteration 22Q (24777.890000 sec): 3 clusters
  Score: Raw -22488636.140032 + Penalty 3944.769068 = -22484691.370964
  nChanged 5
		SP:Iteration 23Q (24779.070000 sec): 3 clusters
  Score: Raw -22488639.490257 + Penalty 3944.769068 = -22484694.721189
  nChanged 4
		SP:Iteration 24Q (24780.310000 sec): 3 clusters
  Score: Raw -22488642.538083 + Penalty 3944.769068 = -22484697.769015
  nChanged 7
		SP:Iteration 25Q (24781.400000 sec): 3 clusters
  Score: Raw -22488646.580592 + Penalty 3944.769068 = -22484701.811524
  nChanged 6
		SP:Iteration 26Q (24782.520000 sec): 3 clusters
  Score: Raw -22488649.243963 + Penalty 3944.769068 = -22484704.474896
  nChanged 1
		SP:Iteration 27Q (24783.680000 sec): 3 clusters
  Score: Raw -22488651.046306 + Penalty 3944.769068 = -22484706.277239
  nChanged 6
		SP:Iteration 28Q (24784.850000 sec): 3 clusters
  Score: Raw -22488655.214035 + Penalty 3944.769068 = -22484710.444968
  nChanged 5
		SP:Iteration 29Q (24786.010000 sec): 3 clusters
  Score: Raw -22488659.285193 + Penalty 3944.769068 = -22484714.516126
  nChanged 5
		SP:Iteration 30Q (24787.290000 sec): 3 clusters
  Score: Raw -22488661.145554 + Penalty 3944.769068 = -22484716.376487
  nChanged 5
		SP:Iteration 31Q (24788.700000 sec): 3 clusters
  Score: Raw -22488663.942045 + Penalty 3944.769068 = -22484719.172977
  nChanged 6
		SP:Iteration 32Q (24790.140000 sec): 3 clusters
  Score: Raw -22488667.360881 + Penalty 3944.769068 = -22484722.591813
  nChanged 4
		SP:Iteration 33Q (24791.400000 sec): 3 clusters
  Score: Raw -22488669.175888 + Penalty 3944.769068 = -22484724.406820
  nChanged 3
		SP:Iteration 34Q (24792.490000 sec): 3 clusters
  Score: Raw -22488671.065314 + Penalty 3944.769068 = -22484726.296246
  nChanged 4
		SP:Iteration 35Q (24793.720000 sec): 3 clusters
  Score: Raw -22488674.610558 + Penalty 3944.769068 = -22484729.841490
  nChanged 7
		SP:Iteration 36Q (24794.890000 sec): 3 clusters
  Score: Raw -22488677.385953 + Penalty 3944.769068 = -22484732.616885
  nChanged 7
		SP:Iteration 37Q (24796.090000 sec): 3 clusters
  Score: Raw -22488684.130341 + Penalty 3944.769068 = -22484739.361273
  nChanged 12
		SP:Iteration 38Q (24797.190000 sec): 3 clusters
  Score: Raw -22488691.312377 + Penalty 3944.769068 = -22484746.543309
  nChanged 4
		SP:Iteration 39Q (24798.380000 sec): 3 clusters
  Score: Raw -22488692.894052 + Penalty 3944.769068 = -22484748.124984
  nChanged 4
		SP:Iteration 40F (24799.600000 sec): 3 clusters
  Score: Raw -22488695.225740 + Penalty 3944.769068 = -22484750.456672
  nChanged 9
		SP:Iteration 41Q (24800.860000 sec): 3 clusters
  Score: Raw -22488698.804381 + Penalty 3944.769068 = -22484754.035313
  nChanged 3
		SP:Iteration 42Q (24802.100000 sec): 3 clusters
  Score: Raw -22488700.829348 + Penalty 3944.769068 = -22484756.060281
  nChanged 2
		SP:Iteration 43Q (24803.250000 sec): 3 clusters
  Score: Raw -22488701.608390 + Penalty 3944.769068 = -22484756.839322
  nChanged 1
		SP:Iteration 44Q (24804.460000 sec): 3 clusters
  Score: Raw -22488701.854431 + Penalty 3944.769068 = -22484757.085364
  nChanged 0
		SP:Iteration 45F (24805.810000 sec): 3 clusters
  Score: Raw -22488701.854431 + Penalty 3944.769068 = -22484757.085364
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 21 (137 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (24806.010000 sec): 2 clusters
  Score: Raw -7823.081377 + Penalty 799.496900 = -7023.584476
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (24806.110000 sec): 3 clusters
  Score: Raw -8116.748950 + Penalty 1598.993801 = -6517.755149
  nChanged 25
		SP:Iteration 1F (24806.270000 sec): 3 clusters
  Score: Raw -8248.454442 + Penalty 1598.993801 = -6649.460641
  nChanged 10
		SP:Iteration 2F (24806.480000 sec): 3 clusters
  Score: Raw -8298.812298 + Penalty 1598.993801 = -6699.818497
  nChanged 7
		SP:Iteration 3F (24806.620000 sec): 3 clusters
  Score: Raw -8394.448825 + Penalty 1598.993801 = -6795.455024
  nChanged 1
		SP:Iteration 4Q (24806.830000 sec): 3 clusters
  Score: Raw -8405.608120 + Penalty 1598.993801 = -6806.614319
  nChanged 0
		SP:Iteration 5F (24806.970000 sec): 3 clusters
  Score: Raw -8405.608120 + Penalty 1598.993801 = -6806.614319
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 22 (16867 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (24807.180000 sec): 2 clusters
  Score: Raw -1976619.755269 + Penalty 1581.631079 = -1975038.124190
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (24807.430000 sec): 3 clusters
  Score: Raw -1966735.823494 + Penalty 3163.262157 = -1963572.561337
  nChanged 7452
		SP:Iteration 1F (24807.780000 sec): 3 clusters
  Score: Raw -1971197.730366 + Penalty 3163.262157 = -1968034.468209
  nChanged 1185
		SP:Iteration 2F (24807.990000 sec): 3 clusters
  Score: Raw -1972123.321954 + Penalty 3163.262157 = -1968960.059797
  nChanged 1257
		SP:Iteration 3F (24808.210000 sec): 3 clusters
  Score: Raw -1972998.653668 + Penalty 3163.262157 = -1969835.391511
  nChanged 1204
		SP:Iteration 4F (24808.450000 sec): 3 clusters
  Score: Raw -1973699.326943 + Penalty 3163.262157 = -1970536.064786
  nChanged 1009
		SP:Iteration 5F (24808.690000 sec): 3 clusters
  Score: Raw -1974241.290196 + Penalty 3163.262157 = -1971078.028039
  nChanged 821
		SP:Iteration 6Q (24808.940000 sec): 3 clusters
  Score: Raw -1974693.562328 + Penalty 3163.262157 = -1971530.300171
  nChanged 721
		SP:Iteration 7Q (24809.200000 sec): 3 clusters
  Score: Raw -1975053.543228 + Penalty 3163.262157 = -1971890.281071
  nChanged 551
		SP:Iteration 8Q (24809.480000 sec): 3 clusters
  Score: Raw -1975355.389037 + Penalty 3163.262157 = -1972192.126880
  nChanged 501
		SP:Iteration 9Q (24809.720000 sec): 3 clusters
  Score: Raw -1975610.749226 + Penalty 3163.262157 = -1972447.487069
  nChanged 416
		SP:Iteration 10Q (24809.970000 sec): 3 clusters
  Score: Raw -1975789.425847 + Penalty 3163.262157 = -1972626.163690
  nChanged 311
		SP:Iteration 11Q (24810.210000 sec): 3 clusters
  Score: Raw -1975923.448540 + Penalty 3163.262157 = -1972760.186383
  nChanged 266
		SP:Iteration 12Q (24810.500000 sec): 3 clusters
  Score: Raw -1976038.981620 + Penalty 3163.262157 = -1972875.719463
  nChanged 263
		SP:Iteration 13Q (24810.790000 sec): 3 clusters
  Score: Raw -1976137.207864 + Penalty 3163.262157 = -1972973.945707
  nChanged 217
		SP:Iteration 14Q (24811.100000 sec): 3 clusters
  Score: Raw -1976203.131032 + Penalty 3163.262157 = -1973039.868875
  nChanged 195
		SP:Iteration 15Q (24811.390000 sec): 3 clusters
  Score: Raw -1976266.346789 + Penalty 3163.262157 = -1973103.084632
  nChanged 180
		SP:Iteration 16Q (24811.710000 sec): 3 clusters
  Score: Raw -1976316.170862 + Penalty 3163.262157 = -1973152.908705
  nChanged 174
		SP:Iteration 17Q (24811.970000 sec): 3 clusters
  Score: Raw -1976365.201643 + Penalty 3163.262157 = -1973201.939486
  nChanged 196
		SP:Iteration 18Q (24812.210000 sec): 3 clusters
  Score: Raw -1976427.280314 + Penalty 3163.262157 = -1973264.018157
  nChanged 202
		SP:Iteration 19Q (24812.560000 sec): 3 clusters
  Score: Raw -1976494.570908 + Penalty 3163.262157 = -1973331.308751
  nChanged 189
		SP:Iteration 20F (24812.880000 sec): 3 clusters
  Score: Raw -1976555.349202 + Penalty 3163.262157 = -1973392.087045
  nChanged 187
		SP:Iteration 21Q (24813.130000 sec): 3 clusters
  Score: Raw -1976619.873052 + Penalty 3163.262157 = -1973456.610894
  nChanged 186
		SP:Iteration 22Q (24813.460000 sec): 3 clusters
  Score: Raw -1976682.168340 + Penalty 3163.262157 = -1973518.906183
  nChanged 183
		SP:Iteration 23Q (24813.830000 sec): 3 clusters
  Score: Raw -1976748.441473 + Penalty 3163.262157 = -1973585.179316
  nChanged 178
		SP:Iteration 24Q (24814.110000 sec): 3 clusters
  Score: Raw -1976809.613145 + Penalty 3163.262157 = -1973646.350988
  nChanged 170
		SP:Iteration 25Q (24814.420000 sec): 3 clusters
  Score: Raw -1976870.464813 + Penalty 3163.262157 = -1973707.202656
  nChanged 167
		SP:Iteration 26Q (24814.690000 sec): 3 clusters
  Score: Raw -1976941.459557 + Penalty 3163.262157 = -1973778.197400
  nChanged 153
		SP:Iteration 27Q (24814.970000 sec): 3 clusters
  Score: Raw -1977008.231027 + Penalty 3163.262157 = -1973844.968870
  nChanged 133
		SP:Iteration 28Q (24815.280000 sec): 3 clusters
  Score: Raw -1977057.876032 + Penalty 3163.262157 = -1973894.613875
  nChanged 154
		SP:Iteration 29Q (24815.550000 sec): 3 clusters
  Score: Raw -1977117.717842 + Penalty 3163.262157 = -1973954.455685
  nChanged 159
		SP:Iteration 30Q (24815.910000 sec): 3 clusters
  Score: Raw -1977186.867106 + Penalty 3163.262157 = -1974023.604949
  nChanged 157
		SP:Iteration 31Q (24816.160000 sec): 3 clusters
  Score: Raw -1977263.802282 + Penalty 3163.262157 = -1974100.540125
  nChanged 151
		SP:Iteration 32Q (24816.410000 sec): 3 clusters
  Score: Raw -1977342.552863 + Penalty 3163.262157 = -1974179.290706
  nChanged 136
		SP:Iteration 33Q (24816.690000 sec): 3 clusters
  Score: Raw -1977416.850062 + Penalty 3163.262157 = -1974253.587905
  nChanged 109
		SP:Iteration 34Q (24817.000000 sec): 3 clusters
  Score: Raw -1977465.692888 + Penalty 3163.262157 = -1974302.430731
  nChanged 74
		SP:Iteration 35Q (24817.310000 sec): 3 clusters
  Score: Raw -1977498.566510 + Penalty 3163.262157 = -1974335.304353
  nChanged 65
		SP:Iteration 36Q (24817.660000 sec): 3 clusters
  Score: Raw -1977527.189274 + Penalty 3163.262157 = -1974363.927117
  nChanged 54
		SP:Iteration 37Q (24817.960000 sec): 3 clusters
  Score: Raw -1977550.024321 + Penalty 3163.262157 = -1974386.762164
  nChanged 46
		SP:Iteration 38Q (24818.180000 sec): 3 clusters
  Score: Raw -1977568.788197 + Penalty 3163.262157 = -1974405.526040
  nChanged 42
		SP:Iteration 39Q (24818.410000 sec): 3 clusters
  Score: Raw -1977587.042671 + Penalty 3163.262157 = -1974423.780514
  nChanged 35
		SP:Iteration 40F (24818.680000 sec): 3 clusters
  Score: Raw -1977600.699670 + Penalty 3163.262157 = -1974437.437513
  nChanged 36
		SP:Iteration 41Q (24819.000000 sec): 3 clusters
  Score: Raw -1977615.718656 + Penalty 3163.262157 = -1974452.456499
  nChanged 26
		SP:Iteration 42Q (24819.280000 sec): 3 clusters
  Score: Raw -1977628.501493 + Penalty 3163.262157 = -1974465.239336
  nChanged 22
		SP:Iteration 43Q (24819.510000 sec): 3 clusters
  Score: Raw -1977639.809170 + Penalty 3163.262157 = -1974476.547013
  nChanged 25
		SP:Iteration 44Q (24819.780000 sec): 3 clusters
  Score: Raw -1977654.011796 + Penalty 3163.262157 = -1974490.749639
  nChanged 19
		SP:Iteration 45Q (24820.050000 sec): 3 clusters
  Score: Raw -1977663.108324 + Penalty 3163.262157 = -1974499.846167
  nChanged 17
		SP:Iteration 46Q (24820.320000 sec): 3 clusters
  Score: Raw -1977674.141570 + Penalty 3163.262157 = -1974510.879413
  nChanged 21
		SP:Iteration 47Q (24820.590000 sec): 3 clusters
  Score: Raw -1977695.955818 + Penalty 3163.262157 = -1974532.693661
  nChanged 31
		SP:Iteration 48Q (24820.860000 sec): 3 clusters
  Score: Raw -1977727.257498 + Penalty 3163.262157 = -1974563.995341
  nChanged 31
		SP:Iteration 49Q (24821.130000 sec): 3 clusters
  Score: Raw -1977773.460318 + Penalty 3163.262157 = -1974610.198161
  nChanged 32
		SP:Iteration 50Q (24821.410000 sec): 3 clusters
  Score: Raw -1977805.852173 + Penalty 3163.262157 = -1974642.590016
  nChanged 37
		SP:Iteration 51Q (24821.690000 sec): 3 clusters
  Score: Raw -1977837.430782 + Penalty 3163.262157 = -1974674.168625
  nChanged 31
		SP:Iteration 52Q (24821.950000 sec): 3 clusters
  Score: Raw -1977858.964702 + Penalty 3163.262157 = -1974695.702545
  nChanged 27
		SP:Iteration 53Q (24822.230000 sec): 3 clusters
  Score: Raw -1977875.507129 + Penalty 3163.262157 = -1974712.244972
  nChanged 15
		SP:Iteration 54Q (24822.510000 sec): 3 clusters
  Score: Raw -1977883.354785 + Penalty 3163.262157 = -1974720.092628
  nChanged 17
		SP:Iteration 55Q (24822.790000 sec): 3 clusters
  Score: Raw -1977893.820689 + Penalty 3163.262157 = -1974730.558532
  nChanged 17
		SP:Iteration 56Q (24823.070000 sec): 3 clusters
  Score: Raw -1977904.341709 + Penalty 3163.262157 = -1974741.079552
  nChanged 18
		SP:Iteration 57Q (24823.350000 sec): 3 clusters
  Score: Raw -1977918.662173 + Penalty 3163.262157 = -1974755.400016
  nChanged 18
		SP:Iteration 58Q (24823.630000 sec): 3 clusters
  Score: Raw -1977940.109935 + Penalty 3163.262157 = -1974776.847778
  nChanged 19
		SP:Iteration 59Q (24823.910000 sec): 3 clusters
  Score: Raw -1977959.463902 + Penalty 3163.262157 = -1974796.201745
  nChanged 25
		SP:Iteration 60F (24824.190000 sec): 3 clusters
  Score: Raw -1977981.492462 + Penalty 3163.262157 = -1974818.230305
  nChanged 14
		SP:Iteration 61Q (24824.470000 sec): 3 clusters
  Score: Raw -1977993.520487 + Penalty 3163.262157 = -1974830.258330
  nChanged 14
		SP:Iteration 62Q (24824.750000 sec): 3 clusters
  Score: Raw -1978007.850172 + Penalty 3163.262157 = -1974844.588015
  nChanged 11
		SP:Iteration 63Q (24825.030000 sec): 3 clusters
  Score: Raw -1978015.546925 + Penalty 3163.262157 = -1974852.284768
  nChanged 9
		SP:Iteration 64Q (24825.300000 sec): 3 clusters
  Score: Raw -1978020.126554 + Penalty 3163.262157 = -1974856.864397
  nChanged 4
		SP:Iteration 65Q (24825.620000 sec): 3 clusters
  Score: Raw -1978022.425116 + Penalty 3163.262157 = -1974859.162959
  nChanged 3
		SP:Iteration 66Q (24825.960000 sec): 3 clusters
  Score: Raw -1978023.968120 + Penalty 3163.262157 = -1974860.705963
  nChanged 3
		SP:Iteration 67Q (24826.180000 sec): 3 clusters
  Score: Raw -1978025.739695 + Penalty 3163.262157 = -1974862.477538
  nChanged 4
		SP:Iteration 68Q (24826.430000 sec): 3 clusters
  Score: Raw -1978027.789796 + Penalty 3163.262157 = -1974864.527639
  nChanged 0
		SP:Iteration 69F (24826.730000 sec): 3 clusters
  Score: Raw -1978027.789796 + Penalty 3163.262157 = -1974864.527639
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 23 (3972 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (24826.830000 sec): 2 clusters
  Score: Raw -487715.609043 + Penalty 1346.641567 = -486368.967477
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (24826.990000 sec): 3 clusters
  Score: Raw -485692.548485 + Penalty 2693.283133 = -482999.265352
  nChanged 1535
		SP:Iteration 1F (24827.130000 sec): 3 clusters
  Score: Raw -486580.054619 + Penalty 2693.283133 = -483886.771486
  nChanged 284
		SP:Iteration 2F (24827.270000 sec): 3 clusters
  Score: Raw -486741.154709 + Penalty 2693.283133 = -484047.871576
  nChanged 177
		SP:Iteration 3Q (24827.450000 sec): 3 clusters
  Score: Raw -486831.243808 + Penalty 2693.283133 = -484137.960675
  nChanged 141
		SP:Iteration 4Q (24827.640000 sec): 3 clusters
  Score: Raw -486899.536745 + Penalty 2693.283133 = -484206.253612
  nChanged 111
		SP:Iteration 5Q (24827.790000 sec): 3 clusters
  Score: Raw -486950.561476 + Penalty 2693.283133 = -484257.278343
  nChanged 96
		SP:Iteration 6Q (24827.930000 sec): 3 clusters
  Score: Raw -486987.191868 + Penalty 2693.283133 = -484293.908735
  nChanged 84
		SP:Iteration 7Q (24828.080000 sec): 3 clusters
  Score: Raw -487029.702350 + Penalty 2693.283133 = -484336.419217
  nChanged 78
		SP:Iteration 8Q (24828.300000 sec): 3 clusters
  Score: Raw -487078.092858 + Penalty 2693.283133 = -484384.809725
  nChanged 82
		SP:Iteration 9Q (24828.450000 sec): 3 clusters
  Score: Raw -487125.266530 + Penalty 2693.283133 = -484431.983397
  nChanged 63
		SP:Iteration 10Q (24828.610000 sec): 3 clusters
  Score: Raw -487158.516194 + Penalty 2693.283133 = -484465.233060
  nChanged 71
		SP:Iteration 11Q (24828.800000 sec): 3 clusters
  Score: Raw -487185.921997 + Penalty 2693.283133 = -484492.638864
  nChanged 52
		SP:Iteration 12Q (24828.980000 sec): 3 clusters
  Score: Raw -487206.448702 + Penalty 2693.283133 = -484513.165569
  nChanged 40
		SP:Iteration 13Q (24829.190000 sec): 3 clusters
  Score: Raw -487219.792252 + Penalty 2693.283133 = -484526.509119
  nChanged 36
		SP:Iteration 14Q (24829.370000 sec): 3 clusters
  Score: Raw -487234.715331 + Penalty 2693.283133 = -484541.432198
  nChanged 34
		SP:Iteration 15Q (24829.560000 sec): 3 clusters
  Score: Raw -487249.087962 + Penalty 2693.283133 = -484555.804829
  nChanged 28
		SP:Iteration 16Q (24829.760000 sec): 3 clusters
  Score: Raw -487258.559068 + Penalty 2693.283133 = -484565.275935
  nChanged 32
		SP:Iteration 17Q (24829.970000 sec): 3 clusters
  Score: Raw -487269.758267 + Penalty 2693.283133 = -484576.475134
  nChanged 37
		SP:Iteration 18Q (24830.200000 sec): 3 clusters
  Score: Raw -487280.980191 + Penalty 2693.283133 = -484587.697058
  nChanged 30
		SP:Iteration 19Q (24830.400000 sec): 3 clusters
  Score: Raw -487290.993560 + Penalty 2693.283133 = -484597.710426
  nChanged 26
		SP:Iteration 20F (24830.550000 sec): 3 clusters
  Score: Raw -487300.468093 + Penalty 2693.283133 = -484607.184960
  nChanged 23
		SP:Iteration 21Q (24830.770000 sec): 3 clusters
  Score: Raw -487306.993097 + Penalty 2693.283133 = -484613.709964
  nChanged 21
		SP:Iteration 22Q (24830.910000 sec): 3 clusters
  Score: Raw -487314.525292 + Penalty 2693.283133 = -484621.242159
  nChanged 26
		SP:Iteration 23Q (24831.060000 sec): 3 clusters
  Score: Raw -487322.958803 + Penalty 2693.283133 = -484629.675670
  nChanged 29
		SP:Iteration 24Q (24831.240000 sec): 3 clusters
  Score: Raw -487334.184210 + Penalty 2693.283133 = -484640.901077
  nChanged 31
		SP:Iteration 25Q (24831.420000 sec): 3 clusters
  Score: Raw -487347.576938 + Penalty 2693.283133 = -484654.293805
  nChanged 48
		SP:Iteration 26Q (24831.610000 sec): 3 clusters
  Score: Raw -487369.472297 + Penalty 2693.283133 = -484676.189164
  nChanged 49
		SP:Iteration 27Q (24831.780000 sec): 3 clusters
  Score: Raw -487391.884475 + Penalty 2693.283133 = -484698.601342
  nChanged 49
		SP:Iteration 28Q (24831.930000 sec): 3 clusters
  Score: Raw -487414.085945 + Penalty 2693.283133 = -484720.802812
  nChanged 53
		SP:Iteration 29Q (24832.080000 sec): 3 clusters
  Score: Raw -487438.394161 + Penalty 2693.283133 = -484745.111028
  nChanged 55
		SP:Iteration 30Q (24832.210000 sec): 3 clusters
  Score: Raw -487472.728531 + Penalty 2693.283133 = -484779.445397
  nChanged 64
		SP:Iteration 31Q (24832.360000 sec): 3 clusters
  Score: Raw -487512.942036 + Penalty 2693.283133 = -484819.658903
  nChanged 67
		SP:Iteration 32Q (24832.500000 sec): 3 clusters
  Score: Raw -487547.596245 + Penalty 2693.283133 = -484854.313112
  nChanged 69
		SP:Iteration 33Q (24832.680000 sec): 3 clusters
  Score: Raw -487579.723042 + Penalty 2693.283133 = -484886.439909
  nChanged 55
		SP:Iteration 34Q (24832.860000 sec): 3 clusters
  Score: Raw -487614.068649 + Penalty 2693.283133 = -484920.785516
  nChanged 67
		SP:Iteration 35Q (24833.000000 sec): 3 clusters
  Score: Raw -487649.238296 + Penalty 2693.283133 = -484955.955163
  nChanged 72
		SP:Iteration 36Q (24833.150000 sec): 3 clusters
  Score: Raw -487693.962192 + Penalty 2693.283133 = -485000.679059
  nChanged 81
		SP:Iteration 37Q (24833.260000 sec): 3 clusters
  Score: Raw -487738.927818 + Penalty 2693.283133 = -485045.644684
  nChanged 74
		SP:Iteration 38Q (24833.440000 sec): 3 clusters
  Score: Raw -487778.318730 + Penalty 2693.283133 = -485085.035597
  nChanged 63
		SP:Iteration 39Q (24833.600000 sec): 3 clusters
  Score: Raw -487818.597134 + Penalty 2693.283133 = -485125.314001
  nChanged 68
		SP:Iteration 40F (24833.680000 sec): 3 clusters
  Score: Raw -487858.615063 + Penalty 2693.283133 = -485165.331930
  nChanged 65
		SP:Iteration 41Q (24833.820000 sec): 3 clusters
  Score: Raw -487901.168541 + Penalty 2693.283133 = -485207.885408
  nChanged 61
		SP:Iteration 42Q (24834.040000 sec): 3 clusters
  Score: Raw -487936.417979 + Penalty 2693.283133 = -485243.134845
  nChanged 53
		SP:Iteration 43Q (24834.220000 sec): 3 clusters
  Score: Raw -487968.124386 + Penalty 2693.283133 = -485274.841253
  nChanged 52
		SP:Iteration 44Q (24834.360000 sec): 3 clusters
  Score: Raw -487994.457981 + Penalty 2693.283133 = -485301.174848
  nChanged 50
		SP:Iteration 45Q (24834.520000 sec): 3 clusters
  Score: Raw -488025.792941 + Penalty 2693.283133 = -485332.509808
  nChanged 46
		SP:Iteration 46Q (24834.620000 sec): 3 clusters
  Score: Raw -488044.076569 + Penalty 2693.283133 = -485350.793436
  nChanged 38
		SP:Iteration 47Q (24834.780000 sec): 3 clusters
  Score: Raw -488061.074133 + Penalty 2693.283133 = -485367.791000
  nChanged 43
		SP:Iteration 48Q (24834.940000 sec): 3 clusters
  Score: Raw -488083.285828 + Penalty 2693.283133 = -485390.002695
  nChanged 38
		SP:Iteration 49Q (24835.090000 sec): 3 clusters
  Score: Raw -488099.415678 + Penalty 2693.283133 = -485406.132545
  nChanged 28
		SP:Iteration 50Q (24835.230000 sec): 3 clusters
  Score: Raw -488109.968434 + Penalty 2693.283133 = -485416.685300
  nChanged 19
		SP:Iteration 51Q (24835.380000 sec): 3 clusters
  Score: Raw -488115.430923 + Penalty 2693.283133 = -485422.147790
  nChanged 11
		SP:Iteration 52Q (24835.490000 sec): 3 clusters
  Score: Raw -488119.715365 + Penalty 2693.283133 = -485426.432232
  nChanged 6
		SP:Iteration 53Q (24835.600000 sec): 3 clusters
  Score: Raw -488121.222487 + Penalty 2693.283133 = -485427.939354
  nChanged 2
		SP:Iteration 54Q (24835.750000 sec): 3 clusters
  Score: Raw -488121.789656 + Penalty 2693.283133 = -485428.506523
  nChanged 2
		SP:Iteration 55Q (24835.900000 sec): 3 clusters
  Score: Raw -488122.062640 + Penalty 2693.283133 = -485428.779507
  nChanged 0
		SP:Iteration 56F (24836.040000 sec): 3 clusters
  Score: Raw -488122.062640 + Penalty 2693.283133 = -485428.779507
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 24 (2428 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (24836.130000 sec): 2 clusters
  Score: Raw -298591.675908 + Penalty 1266.658762 = -297325.017146
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (24836.270000 sec): 3 clusters
  Score: Raw -297501.666067 + Penalty 2533.317524 = -294968.348542
  nChanged 872
		SP:Iteration 1F (24836.440000 sec): 3 clusters
  Score: Raw -298037.389727 + Penalty 2533.317524 = -295504.072203
  nChanged 180
		SP:Iteration 2F (24836.610000 sec): 3 clusters
  Score: Raw -298154.052584 + Penalty 2533.317524 = -295620.735060
  nChanged 133
		SP:Iteration 3F (24836.770000 sec): 3 clusters
  Score: Raw -298252.277220 + Penalty 2533.317524 = -295718.959695
  nChanged 112
		SP:Iteration 4Q (24836.890000 sec): 3 clusters
  Score: Raw -298324.369461 + Penalty 2533.317524 = -295791.051937
  nChanged 80
		SP:Iteration 5Q (24837.000000 sec): 3 clusters
  Score: Raw -298376.186421 + Penalty 2533.317524 = -295842.868896
  nChanged 63
		SP:Iteration 6Q (24837.180000 sec): 3 clusters
  Score: Raw -298415.731533 + Penalty 2533.317524 = -295882.414008
  nChanged 59
		SP:Iteration 7Q (24837.310000 sec): 3 clusters
  Score: Raw -298453.525307 + Penalty 2533.317524 = -295920.207783
  nChanged 47
		SP:Iteration 8Q (24837.490000 sec): 3 clusters
  Score: Raw -298480.320344 + Penalty 2533.317524 = -295947.002820
  nChanged 25
		SP:Iteration 9Q (24837.630000 sec): 3 clusters
  Score: Raw -298490.912230 + Penalty 2533.317524 = -295957.594706
  nChanged 22
		SP:Iteration 10Q (24837.810000 sec): 3 clusters
  Score: Raw -298500.854118 + Penalty 2533.317524 = -295967.536593
  nChanged 12
		SP:Iteration 11Q (24838.000000 sec): 3 clusters
  Score: Raw -298506.482470 + Penalty 2533.317524 = -295973.164946
  nChanged 10
		SP:Iteration 12Q (24838.180000 sec): 3 clusters
  Score: Raw -298509.684111 + Penalty 2533.317524 = -295976.366586
  nChanged 9
		SP:Iteration 13Q (24838.350000 sec): 3 clusters
  Score: Raw -298513.528114 + Penalty 2533.317524 = -295980.210589
  nChanged 11
		SP:Iteration 14Q (24838.500000 sec): 3 clusters
  Score: Raw -298519.716341 + Penalty 2533.317524 = -295986.398816
  nChanged 9
		SP:Iteration 15Q (24838.630000 sec): 3 clusters
  Score: Raw -298525.942997 + Penalty 2533.317524 = -295992.625473
  nChanged 10
		SP:Iteration 16Q (24838.770000 sec): 3 clusters
  Score: Raw -298531.010337 + Penalty 2533.317524 = -295997.692812
  nChanged 13
		SP:Iteration 17Q (24838.910000 sec): 3 clusters
  Score: Raw -298538.304338 + Penalty 2533.317524 = -296004.986814
  nChanged 21
		SP:Iteration 18Q (24839.010000 sec): 3 clusters
  Score: Raw -298549.222597 + Penalty 2533.317524 = -296015.905072
  nChanged 17
		SP:Iteration 19Q (24839.150000 sec): 3 clusters
  Score: Raw -298557.472739 + Penalty 2533.317524 = -296024.155215
  nChanged 17
		SP:Iteration 20F (24839.270000 sec): 3 clusters
  Score: Raw -298566.038689 + Penalty 2533.317524 = -296032.721164
  nChanged 16
		SP:Iteration 21Q (24839.500000 sec): 3 clusters
  Score: Raw -298573.361996 + Penalty 2533.317524 = -296040.044472
  nChanged 14
		SP:Iteration 22Q (24839.640000 sec): 3 clusters
  Score: Raw -298579.350911 + Penalty 2533.317524 = -296046.033387
  nChanged 17
		SP:Iteration 23Q (24839.770000 sec): 3 clusters
  Score: Raw -298586.178581 + Penalty 2533.317524 = -296052.861057
  nChanged 16
		SP:Iteration 24Q (24839.900000 sec): 3 clusters
  Score: Raw -298595.103923 + Penalty 2533.317524 = -296061.786398
  nChanged 11
		SP:Iteration 25Q (24840.030000 sec): 3 clusters
  Score: Raw -298600.875203 + Penalty 2533.317524 = -296067.557678
  nChanged 11
		SP:Iteration 26Q (24840.170000 sec): 3 clusters
  Score: Raw -298606.691844 + Penalty 2533.317524 = -296073.374319
  nChanged 13
		SP:Iteration 27Q (24840.330000 sec): 3 clusters
  Score: Raw -298613.305160 + Penalty 2533.317524 = -296079.987636
  nChanged 10
		SP:Iteration 28Q (24840.490000 sec): 3 clusters
  Score: Raw -298617.805866 + Penalty 2533.317524 = -296084.488342
  nChanged 6
		SP:Iteration 29Q (24840.670000 sec): 3 clusters
  Score: Raw -298621.510995 + Penalty 2533.317524 = -296088.193471
  nChanged 7
		SP:Iteration 30Q (24840.790000 sec): 3 clusters
  Score: Raw -298624.335241 + Penalty 2533.317524 = -296091.017717
  nChanged 12
		SP:Iteration 31Q (24840.960000 sec): 3 clusters
  Score: Raw -298630.003861 + Penalty 2533.317524 = -296096.686336
  nChanged 7
		SP:Iteration 32Q (24841.160000 sec): 3 clusters
  Score: Raw -298633.337106 + Penalty 2533.317524 = -296100.019581
  nChanged 10
		SP:Iteration 33Q (24841.370000 sec): 3 clusters
  Score: Raw -298642.115756 + Penalty 2533.317524 = -296108.798232
  nChanged 18
		SP:Iteration 34Q (24841.510000 sec): 3 clusters
  Score: Raw -298655.029487 + Penalty 2533.317524 = -296121.711963
  nChanged 12
		SP:Iteration 35Q (24841.730000 sec): 3 clusters
  Score: Raw -298660.635213 + Penalty 2533.317524 = -296127.317688
  nChanged 6
		SP:Iteration 36Q (24841.920000 sec): 3 clusters
  Score: Raw -298662.216433 + Penalty 2533.317524 = -296128.898908
  nChanged 7
		SP:Iteration 37Q (24842.060000 sec): 3 clusters
  Score: Raw -298665.058366 + Penalty 2533.317524 = -296131.740842
  nChanged 6
		SP:Iteration 38Q (24842.190000 sec): 3 clusters
  Score: Raw -298670.165092 + Penalty 2533.317524 = -296136.847568
  nChanged 6
		SP:Iteration 39Q (24842.330000 sec): 3 clusters
  Score: Raw -298672.728182 + Penalty 2533.317524 = -296139.410657
  nChanged 4
		SP:Iteration 40F (24842.490000 sec): 3 clusters
  Score: Raw -298673.735554 + Penalty 2533.317524 = -296140.418029
  nChanged 2
		SP:Iteration 41Q (24842.660000 sec): 3 clusters
  Score: Raw -298674.327098 + Penalty 2533.317524 = -296141.009573
  nChanged 2
		SP:Iteration 42Q (24842.880000 sec): 3 clusters
  Score: Raw -298674.819713 + Penalty 2533.317524 = -296141.502189
  nChanged 0
		SP:Iteration 43F (24843.080000 sec): 3 clusters
  Score: Raw -298674.819713 + Penalty 2533.317524 = -296141.502189
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 25 (487 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (24843.210000 sec): 2 clusters
  Score: Raw -54390.799135 + Penalty 1005.592920 = -53385.206215
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (24843.350000 sec): 3 clusters
  Score: Raw -54397.873126 + Penalty 2011.185840 = -52386.687286
  nChanged 106
		SP:Iteration 1F (24843.540000 sec): 3 clusters
  Score: Raw -54648.571906 + Penalty 2011.185840 = -52637.386066
  nChanged 55
		SP:Iteration 2F (24843.680000 sec): 3 clusters
  Score: Raw -54868.235988 + Penalty 2011.185840 = -52857.050148
  nChanged 21
		SP:Iteration 3Q (24843.810000 sec): 3 clusters
  Score: Raw -54943.324660 + Penalty 2011.185840 = -52932.138820
  nChanged 13
		SP:Iteration 4Q (24843.970000 sec): 3 clusters
  Score: Raw -54981.208278 + Penalty 2011.185840 = -52970.022438
  nChanged 10
		SP:Iteration 5Q (24844.180000 sec): 3 clusters
  Score: Raw -55014.531096 + Penalty 2011.185840 = -53003.345256
  nChanged 8
		SP:Iteration 6Q (24844.360000 sec): 3 clusters
  Score: Raw -55052.908619 + Penalty 2011.185840 = -53041.722779
  nChanged 9
		SP:Iteration 7Q (24844.520000 sec): 3 clusters
  Score: Raw -55070.505854 + Penalty 2011.185840 = -53059.320014
  nChanged 5
		SP:Iteration 8Q (24844.670000 sec): 3 clusters
  Score: Raw -55080.174221 + Penalty 2011.185840 = -53068.988381
  nChanged 5
		SP:Iteration 9Q (24844.800000 sec): 3 clusters
  Score: Raw -55090.282475 + Penalty 2011.185840 = -53079.096635
  nChanged 4
		SP:Iteration 10Q (24844.930000 sec): 3 clusters
  Score: Raw -55098.653551 + Penalty 2011.185840 = -53087.467711
  nChanged 0
		SP:Iteration 11F (24845.060000 sec): 3 clusters
  Score: Raw -55098.653551 + Penalty 2011.185840 = -53087.467711
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 26 (509 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (24845.150000 sec): 2 clusters
  Score: Raw -62212.738434 + Penalty 1012.772803 = -61199.965632
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (24845.270000 sec): 3 clusters
  Score: Raw -62130.481801 + Penalty 2025.545605 = -60104.936196
  nChanged 98
		SP:Iteration 1F (24845.490000 sec): 3 clusters
  Score: Raw -62257.573665 + Penalty 2025.545605 = -60232.028059
  nChanged 25
		SP:Iteration 2Q (24845.700000 sec): 3 clusters
  Score: Raw -62295.537785 + Penalty 2025.545605 = -60269.992180
  nChanged 15
		SP:Iteration 3Q (24845.920000 sec): 3 clusters
  Score: Raw -62316.200587 + Penalty 2025.545605 = -60290.654982
  nChanged 2
		SP:Iteration 4Q (24846.080000 sec): 3 clusters
  Score: Raw -62319.053249 + Penalty 2025.545605 = -60293.507643
  nChanged 2
		SP:Iteration 5Q (24846.240000 sec): 3 clusters
  Score: Raw -62322.309174 + Penalty 2025.545605 = -60296.763568
  nChanged 1
		SP:Iteration 6Q (24846.400000 sec): 3 clusters
  Score: Raw -62325.852840 + Penalty 2025.545605 = -60300.307235
  nChanged 3
		SP:Iteration 7Q (24846.560000 sec): 3 clusters
  Score: Raw -62334.111812 + Penalty 2025.545605 = -60308.566207
  nChanged 4
		SP:Iteration 8Q (24846.720000 sec): 3 clusters
  Score: Raw -62338.716995 + Penalty 2025.545605 = -60313.171390
  nChanged 2
		SP:Iteration 9Q (24846.890000 sec): 3 clusters
  Score: Raw -62341.931820 + Penalty 2025.545605 = -60316.386215
  nChanged 2
		SP:Iteration 10Q (24847.050000 sec): 3 clusters
  Score: Raw -62344.512429 + Penalty 2025.545605 = -60318.966823
  nChanged 0
		SP:Iteration 11F (24847.200000 sec): 3 clusters
  Score: Raw -62344.512429 + Penalty 2025.545605 = -60318.966823
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 27 (4118 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (24847.350000 sec): 2 clusters
  Score: Raw -497486.585284 + Penalty 1352.507469 = -496134.077815
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (24847.470000 sec): 3 clusters
  Score: Raw -495497.324988 + Penalty 2705.014938 = -492792.310050
  nChanged 1581
		SP:Iteration 1F (24847.630000 sec): 3 clusters
  Score: Raw -496369.495200 + Penalty 2705.014938 = -493664.480262
  nChanged 264
		SP:Iteration 2F (24847.820000 sec): 3 clusters
  Score: Raw -496528.977776 + Penalty 2705.014938 = -493823.962837
  nChanged 201
		SP:Iteration 3Q (24848.010000 sec): 3 clusters
  Score: Raw -496619.125232 + Penalty 2705.014938 = -493914.110294
  nChanged 137
		SP:Iteration 4Q (24848.160000 sec): 3 clusters
  Score: Raw -496675.990253 + Penalty 2705.014938 = -493970.975314
  nChanged 100
		SP:Iteration 5Q (24848.380000 sec): 3 clusters
  Score: Raw -496717.870680 + Penalty 2705.014938 = -494012.855742
  nChanged 90
		SP:Iteration 6Q (24848.580000 sec): 3 clusters
  Score: Raw -496753.684646 + Penalty 2705.014938 = -494048.669707
  nChanged 83
		SP:Iteration 7Q (24848.790000 sec): 3 clusters
  Score: Raw -496785.778502 + Penalty 2705.014938 = -494080.763564
  nChanged 62
		SP:Iteration 8Q (24848.970000 sec): 3 clusters
  Score: Raw -496805.015114 + Penalty 2705.014938 = -494100.000175
  nChanged 52
		SP:Iteration 9Q (24849.080000 sec): 3 clusters
  Score: Raw -496824.539542 + Penalty 2705.014938 = -494119.524604
  nChanged 58
		SP:Iteration 10Q (24849.250000 sec): 3 clusters
  Score: Raw -496845.984480 + Penalty 2705.014938 = -494140.969541
  nChanged 49
		SP:Iteration 11Q (24849.480000 sec): 3 clusters
  Score: Raw -496862.896730 + Penalty 2705.014938 = -494157.881792
  nChanged 47
		SP:Iteration 12Q (24849.640000 sec): 3 clusters
  Score: Raw -496876.382835 + Penalty 2705.014938 = -494171.367896
  nChanged 43
		SP:Iteration 13Q (24849.880000 sec): 3 clusters
  Score: Raw -496891.760068 + Penalty 2705.014938 = -494186.745130
  nChanged 39
		SP:Iteration 14Q (24850.070000 sec): 3 clusters
  Score: Raw -496903.397958 + Penalty 2705.014938 = -494198.383019
  nChanged 38
		SP:Iteration 15Q (24850.260000 sec): 3 clusters
  Score: Raw -496915.955637 + Penalty 2705.014938 = -494210.940698
  nChanged 42
		SP:Iteration 16Q (24850.470000 sec): 3 clusters
  Score: Raw -496930.561579 + Penalty 2705.014938 = -494225.546640
  nChanged 44
		SP:Iteration 17Q (24850.700000 sec): 3 clusters
  Score: Raw -496945.567800 + Penalty 2705.014938 = -494240.552862
  nChanged 46
		SP:Iteration 18Q (24850.850000 sec): 3 clusters
  Score: Raw -496961.293336 + Penalty 2705.014938 = -494256.278398
  nChanged 45
		SP:Iteration 19Q (24851.080000 sec): 3 clusters
  Score: Raw -496979.783069 + Penalty 2705.014938 = -494274.768131
  nChanged 64
		SP:Iteration 20F (24851.240000 sec): 3 clusters
  Score: Raw -497007.389183 + Penalty 2705.014938 = -494302.374244
  nChanged 69
		SP:Iteration 21Q (24851.410000 sec): 3 clusters
  Score: Raw -497031.980933 + Penalty 2705.014938 = -494326.965994
  nChanged 48
		SP:Iteration 22Q (24851.600000 sec): 3 clusters
  Score: Raw -497050.143597 + Penalty 2705.014938 = -494345.128658
  nChanged 46
		SP:Iteration 23Q (24851.740000 sec): 3 clusters
  Score: Raw -497070.334265 + Penalty 2705.014938 = -494365.319326
  nChanged 52
		SP:Iteration 24Q (24851.940000 sec): 3 clusters
  Score: Raw -497093.067883 + Penalty 2705.014938 = -494388.052944
  nChanged 68
		SP:Iteration 25Q (24852.120000 sec): 3 clusters
  Score: Raw -497121.646840 + Penalty 2705.014938 = -494416.631901
  nChanged 68
		SP:Iteration 26Q (24852.380000 sec): 3 clusters
  Score: Raw -497148.966645 + Penalty 2705.014938 = -494443.951707
  nChanged 60
		SP:Iteration 27Q (24852.530000 sec): 3 clusters
  Score: Raw -497174.584925 + Penalty 2705.014938 = -494469.569986
  nChanged 52
		SP:Iteration 28Q (24852.700000 sec): 3 clusters
  Score: Raw -497194.441168 + Penalty 2705.014938 = -494489.426230
  nChanged 62
		SP:Iteration 29Q (24852.880000 sec): 3 clusters
  Score: Raw -497220.705585 + Penalty 2705.014938 = -494515.690647
  nChanged 55
		SP:Iteration 30Q (24853.060000 sec): 3 clusters
  Score: Raw -497249.574412 + Penalty 2705.014938 = -494544.559474
  nChanged 59
		SP:Iteration 31Q (24853.200000 sec): 3 clusters
  Score: Raw -497274.823304 + Penalty 2705.014938 = -494569.808366
  nChanged 46
		SP:Iteration 32Q (24853.380000 sec): 3 clusters
  Score: Raw -497295.988593 + Penalty 2705.014938 = -494590.973654
  nChanged 44
		SP:Iteration 33Q (24853.540000 sec): 3 clusters
  Score: Raw -497312.157390 + Penalty 2705.014938 = -494607.142451
  nChanged 35
		SP:Iteration 34Q (24853.690000 sec): 3 clusters
  Score: Raw -497327.392669 + Penalty 2705.014938 = -494622.377731
  nChanged 38
		SP:Iteration 35Q (24853.870000 sec): 3 clusters
  Score: Raw -497341.004392 + Penalty 2705.014938 = -494635.989454
  nChanged 38
		SP:Iteration 36Q (24854.060000 sec): 3 clusters
  Score: Raw -497354.252658 + Penalty 2705.014938 = -494649.237719
  nChanged 30
		SP:Iteration 37Q (24854.260000 sec): 3 clusters
  Score: Raw -497362.610468 + Penalty 2705.014938 = -494657.595530
  nChanged 22
		SP:Iteration 38Q (24854.440000 sec): 3 clusters
  Score: Raw -497370.341634 + Penalty 2705.014938 = -494665.326695
  nChanged 17
		SP:Iteration 39Q (24854.640000 sec): 3 clusters
  Score: Raw -497376.142097 + Penalty 2705.014938 = -494671.127159
  nChanged 15
		SP:Iteration 40F (24854.760000 sec): 3 clusters
  Score: Raw -497381.178661 + Penalty 2705.014938 = -494676.163723
  nChanged 18
		SP:Iteration 41Q (24854.900000 sec): 3 clusters
  Score: Raw -497387.217273 + Penalty 2705.014938 = -494682.202334
  nChanged 10
		SP:Iteration 42Q (24855.040000 sec): 3 clusters
  Score: Raw -497390.694165 + Penalty 2705.014938 = -494685.679226
  nChanged 14
		SP:Iteration 43Q (24855.180000 sec): 3 clusters
  Score: Raw -497395.322367 + Penalty 2705.014938 = -494690.307428
  nChanged 15
		SP:Iteration 44Q (24855.330000 sec): 3 clusters
  Score: Raw -497401.612194 + Penalty 2705.014938 = -494696.597256
  nChanged 20
		SP:Iteration 45Q (24855.460000 sec): 3 clusters
  Score: Raw -497407.855146 + Penalty 2705.014938 = -494702.840208
  nChanged 14
		SP:Iteration 46Q (24855.600000 sec): 3 clusters
  Score: Raw -497411.878573 + Penalty 2705.014938 = -494706.863635
  nChanged 16
		SP:Iteration 47Q (24855.740000 sec): 3 clusters
  Score: Raw -497417.167725 + Penalty 2705.014938 = -494712.152787
  nChanged 15
		SP:Iteration 48Q (24855.930000 sec): 3 clusters
  Score: Raw -497422.175299 + Penalty 2705.014938 = -494717.160360
  nChanged 12
		SP:Iteration 49Q (24856.070000 sec): 3 clusters
  Score: Raw -497427.009719 + Penalty 2705.014938 = -494721.994781
  nChanged 11
		SP:Iteration 50Q (24856.250000 sec): 3 clusters
  Score: Raw -497431.201327 + Penalty 2705.014938 = -494726.186388
  nChanged 10
		SP:Iteration 51Q (24856.390000 sec): 3 clusters
  Score: Raw -497433.638744 + Penalty 2705.014938 = -494728.623805
  nChanged 7
		SP:Iteration 52Q (24856.600000 sec): 3 clusters
  Score: Raw -497435.036108 + Penalty 2705.014938 = -494730.021170
  nChanged 7
		SP:Iteration 53Q (24856.810000 sec): 3 clusters
  Score: Raw -497436.960197 + Penalty 2705.014938 = -494731.945259
  nChanged 7
		SP:Iteration 54Q (24856.940000 sec): 3 clusters
  Score: Raw -497438.950732 + Penalty 2705.014938 = -494733.935794
  nChanged 6
		SP:Iteration 55Q (24857.110000 sec): 3 clusters
  Score: Raw -497442.079282 + Penalty 2705.014938 = -494737.064344
  nChanged 11
		SP:Iteration 56Q (24857.280000 sec): 3 clusters
  Score: Raw -497445.438907 + Penalty 2705.014938 = -494740.423969
  nChanged 10
		SP:Iteration 57Q (24857.460000 sec): 3 clusters
  Score: Raw -497448.722794 + Penalty 2705.014938 = -494743.707856
  nChanged 11
		SP:Iteration 58Q (24857.620000 sec): 3 clusters
  Score: Raw -497452.666234 + Penalty 2705.014938 = -494747.651296
  nChanged 14
		SP:Iteration 59Q (24857.820000 sec): 3 clusters
  Score: Raw -497458.058199 + Penalty 2705.014938 = -494753.043260
  nChanged 14
		SP:Iteration 60F (24858.000000 sec): 3 clusters
  Score: Raw -497464.948027 + Penalty 2705.014938 = -494759.933088
  nChanged 21
		SP:Iteration 61Q (24858.170000 sec): 3 clusters
  Score: Raw -497473.709148 + Penalty 2705.014938 = -494768.694210
  nChanged 16
		SP:Iteration 62Q (24858.350000 sec): 3 clusters
  Score: Raw -497479.496165 + Penalty 2705.014938 = -494774.481226
  nChanged 11
		SP:Iteration 63Q (24858.580000 sec): 3 clusters
  Score: Raw -497483.834915 + Penalty 2705.014938 = -494778.819977
  nChanged 11
		SP:Iteration 64Q (24858.790000 sec): 3 clusters
  Score: Raw -497486.808469 + Penalty 2705.014938 = -494781.793531
  nChanged 8
		SP:Iteration 65Q (24858.990000 sec): 3 clusters
  Score: Raw -497490.766987 + Penalty 2705.014938 = -494785.752049
  nChanged 9
		SP:Iteration 66Q (24859.220000 sec): 3 clusters
  Score: Raw -497494.227702 + Penalty 2705.014938 = -494789.212764
  nChanged 9
		SP:Iteration 67Q (24859.440000 sec): 3 clusters
  Score: Raw -497496.799719 + Penalty 2705.014938 = -494791.784780
  nChanged 5
		SP:Iteration 68Q (24859.580000 sec): 3 clusters
  Score: Raw -497499.594543 + Penalty 2705.014938 = -494794.579604
  nChanged 12
		SP:Iteration 69Q (24859.840000 sec): 3 clusters
  Score: Raw -497504.805378 + Penalty 2705.014938 = -494799.790440
  nChanged 6
		SP:Iteration 70Q (24860.030000 sec): 3 clusters
  Score: Raw -497507.618925 + Penalty 2705.014938 = -494802.603986
  nChanged 10
		SP:Iteration 71Q (24860.240000 sec): 3 clusters
  Score: Raw -497512.927426 + Penalty 2705.014938 = -494807.912487
  nChanged 7
		SP:Iteration 72Q (24860.420000 sec): 3 clusters
  Score: Raw -497514.261633 + Penalty 2705.014938 = -494809.246695
  nChanged 5
		SP:Iteration 73Q (24860.580000 sec): 3 clusters
  Score: Raw -497515.578201 + Penalty 2705.014938 = -494810.563262
  nChanged 5
		SP:Iteration 74Q (24860.740000 sec): 3 clusters
  Score: Raw -497518.528710 + Penalty 2705.014938 = -494813.513772
  nChanged 6
		SP:Iteration 75Q (24860.920000 sec): 3 clusters
  Score: Raw -497521.247224 + Penalty 2705.014938 = -494816.232285
  nChanged 7
		SP:Iteration 76Q (24861.110000 sec): 3 clusters
  Score: Raw -497525.390312 + Penalty 2705.014938 = -494820.375373
  nChanged 11
		SP:Iteration 77Q (24861.360000 sec): 3 clusters
  Score: Raw -497530.149179 + Penalty 2705.014938 = -494825.134241
  nChanged 16
		SP:Iteration 78Q (24861.570000 sec): 3 clusters
  Score: Raw -497537.235106 + Penalty 2705.014938 = -494832.220168
  nChanged 14
		SP:Iteration 79Q (24861.770000 sec): 3 clusters
  Score: Raw -497545.971137 + Penalty 2705.014938 = -494840.956199
  nChanged 20
		SP:Iteration 80F (24861.960000 sec): 3 clusters
  Score: Raw -497560.104931 + Penalty 2705.014938 = -494855.089992
  nChanged 19
		SP:Iteration 81Q (24862.150000 sec): 3 clusters
  Score: Raw -497573.010633 + Penalty 2705.014938 = -494867.995695
  nChanged 22
		SP:Iteration 82Q (24862.420000 sec): 3 clusters
  Score: Raw -497589.605631 + Penalty 2705.014938 = -494884.590692
  nChanged 16
		SP:Iteration 83Q (24862.590000 sec): 3 clusters
  Score: Raw -497599.826675 + Penalty 2705.014938 = -494894.811737
  nChanged 17
		SP:Iteration 84Q (24862.820000 sec): 3 clusters
  Score: Raw -497613.113580 + Penalty 2705.014938 = -494908.098641
  nChanged 16
		SP:Iteration 85Q (24863.090000 sec): 3 clusters
  Score: Raw -497624.660441 + Penalty 2705.014938 = -494919.645503
  nChanged 15
		SP:Iteration 86Q (24863.260000 sec): 3 clusters
  Score: Raw -497631.520626 + Penalty 2705.014938 = -494926.505687
  nChanged 10
		SP:Iteration 87Q (24863.480000 sec): 3 clusters
  Score: Raw -497636.274846 + Penalty 2705.014938 = -494931.259907
  nChanged 10
		SP:Iteration 88Q (24863.660000 sec): 3 clusters
  Score: Raw -497640.346819 + Penalty 2705.014938 = -494935.331881
  nChanged 4
		SP:Iteration 89Q (24863.820000 sec): 3 clusters
  Score: Raw -497641.995332 + Penalty 2705.014938 = -494936.980393
  nChanged 3
		SP:Iteration 90Q (24863.960000 sec): 3 clusters
  Score: Raw -497642.901035 + Penalty 2705.014938 = -494937.886097
  nChanged 1
		SP:Iteration 91Q (24864.140000 sec): 3 clusters
  Score: Raw -497643.927750 + Penalty 2705.014938 = -494938.912812
  nChanged 2
		SP:Iteration 92Q (24864.400000 sec): 3 clusters
  Score: Raw -497645.477535 + Penalty 2705.014938 = -494940.462596
  nChanged 6
		SP:Iteration 93Q (24864.580000 sec): 3 clusters
  Score: Raw -497647.691785 + Penalty 2705.014938 = -494942.676846
  nChanged 1
		SP:Iteration 94Q (24864.730000 sec): 3 clusters
  Score: Raw -497648.261064 + Penalty 2705.014938 = -494943.246126
  nChanged 3
		SP:Iteration 95Q (24864.890000 sec): 3 clusters
  Score: Raw -497650.560158 + Penalty 2705.014938 = -494945.545220
  nChanged 6
		SP:Iteration 96Q (24865.080000 sec): 3 clusters
  Score: Raw -497652.986415 + Penalty 2705.014938 = -494947.971477
  nChanged 5
		SP:Iteration 97Q (24865.240000 sec): 3 clusters
  Score: Raw -497655.133248 + Penalty 2705.014938 = -494950.118310
  nChanged 2
		SP:Iteration 98Q (24865.370000 sec): 3 clusters
  Score: Raw -497655.670510 + Penalty 2705.014938 = -494950.655571
  nChanged 1
		SP:Iteration 99Q (24865.510000 sec): 3 clusters
  Score: Raw -497656.152672 + Penalty 2705.014938 = -494951.137733
  nChanged 0
		SP:Iteration 100F (24865.650000 sec): 3 clusters
  Score: Raw -497656.152672 + Penalty 2705.014938 = -494951.137733
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 28 (4905 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (24865.770000 sec): 2 clusters
  Score: Raw -571584.002364 + Penalty 1380.926685 = -570203.075678
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (24865.950000 sec): 3 clusters
  Score: Raw -569007.566067 + Penalty 2761.853371 = -566245.712696
  nChanged 1960
		SP:Iteration 1F (24866.130000 sec): 3 clusters
  Score: Raw -570176.332467 + Penalty 2761.853371 = -567414.479096
  nChanged 397
		SP:Iteration 2F (24866.320000 sec): 3 clusters
  Score: Raw -570474.437181 + Penalty 2761.853371 = -567712.583810
  nChanged 359
		SP:Iteration 3F (24866.590000 sec): 3 clusters
  Score: Raw -570757.298837 + Penalty 2761.853371 = -567995.445466
  nChanged 317
		SP:Iteration 4F (24866.800000 sec): 3 clusters
  Score: Raw -571006.767949 + Penalty 2761.853371 = -568244.914578
  nChanged 285
		SP:Iteration 5F (24866.970000 sec): 3 clusters
  Score: Raw -571238.081148 + Penalty 2761.853371 = -568476.227777
  nChanged 263
		SP:Iteration 6F (24867.090000 sec): 3 clusters
  Score: Raw -571447.126435 + Penalty 2761.853371 = -568685.273064
  nChanged 245
		SP:Iteration 7Q (24867.250000 sec): 3 clusters
  Score: Raw -571655.378722 + Penalty 2761.853371 = -568893.525351
  nChanged 218
		SP:Iteration 8Q (24867.460000 sec): 3 clusters
  Score: Raw -571824.956927 + Penalty 2761.853371 = -569063.103557
  nChanged 172
		SP:Iteration 9Q (24867.630000 sec): 3 clusters
  Score: Raw -571956.949957 + Penalty 2761.853371 = -569195.096586
  nChanged 159
		SP:Iteration 10Q (24867.790000 sec): 3 clusters
  Score: Raw -572083.301955 + Penalty 2761.853371 = -569321.448584
  nChanged 135
		SP:Iteration 11Q (24867.930000 sec): 3 clusters
  Score: Raw -572179.085866 + Penalty 2761.853371 = -569417.232495
  nChanged 123
		SP:Iteration 12Q (24868.090000 sec): 3 clusters
  Score: Raw -572251.578067 + Penalty 2761.853371 = -569489.724696
  nChanged 82
		SP:Iteration 13Q (24868.250000 sec): 3 clusters
  Score: Raw -572293.002551 + Penalty 2761.853371 = -569531.149180
  nChanged 58
		SP:Iteration 14Q (24868.410000 sec): 3 clusters
  Score: Raw -572315.866026 + Penalty 2761.853371 = -569554.012655
  nChanged 43
		SP:Iteration 15Q (24868.570000 sec): 3 clusters
  Score: Raw -572333.702505 + Penalty 2761.853371 = -569571.849134
  nChanged 34
		SP:Iteration 16Q (24868.730000 sec): 3 clusters
  Score: Raw -572349.946987 + Penalty 2761.853371 = -569588.093617
  nChanged 41
		SP:Iteration 17Q (24868.890000 sec): 3 clusters
  Score: Raw -572365.134188 + Penalty 2761.853371 = -569603.280817
  nChanged 21
		SP:Iteration 18Q (24869.050000 sec): 3 clusters
  Score: Raw -572369.242593 + Penalty 2761.853371 = -569607.389222
  nChanged 16
		SP:Iteration 19Q (24869.200000 sec): 3 clusters
  Score: Raw -572371.950958 + Penalty 2761.853371 = -569610.097587
  nChanged 10
		SP:Iteration 20F (24869.350000 sec): 3 clusters
  Score: Raw -572374.134173 + Penalty 2761.853371 = -569612.280802
  nChanged 8
		SP:Iteration 21Q (24869.490000 sec): 3 clusters
  Score: Raw -572376.064960 + Penalty 2761.853371 = -569614.211589
  nChanged 8
		SP:Iteration 22Q (24869.640000 sec): 3 clusters
  Score: Raw -572378.257817 + Penalty 2761.853371 = -569616.404446
  nChanged 8
		SP:Iteration 23Q (24869.790000 sec): 3 clusters
  Score: Raw -572379.869192 + Penalty 2761.853371 = -569618.015821
  nChanged 4
		SP:Iteration 24Q (24869.930000 sec): 3 clusters
  Score: Raw -572380.579734 + Penalty 2761.853371 = -569618.726363
  nChanged 3
		SP:Iteration 25Q (24870.080000 sec): 3 clusters
  Score: Raw -572380.930233 + Penalty 2761.853371 = -569619.076862
  nChanged 2
		SP:Iteration 26Q (24870.230000 sec): 3 clusters
  Score: Raw -572381.188753 + Penalty 2761.853371 = -569619.335382
  nChanged 0
		SP:Iteration 27F (24870.380000 sec): 3 clusters
  Score: Raw -572381.188753 + Penalty 2761.853371 = -569619.335382
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 29 (7940 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (24870.550000 sec): 2 clusters
  Score: Raw -904280.067015 + Penalty 1459.196140 = -902820.870875
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (24870.700000 sec): 3 clusters
  Score: Raw -899932.015837 + Penalty 2918.392280 = -897013.623557
  nChanged 3422
		SP:Iteration 1F (24870.870000 sec): 3 clusters
  Score: Raw -902073.730606 + Penalty 2918.392280 = -899155.338325
  nChanged 637
		SP:Iteration 2F (24871.030000 sec): 3 clusters
  Score: Raw -902473.220418 + Penalty 2918.392280 = -899554.828137
  nChanged 506
		SP:Iteration 3F (24871.240000 sec): 3 clusters
  Score: Raw -902775.803754 + Penalty 2918.392280 = -899857.411474
  nChanged 437
		SP:Iteration 4F (24871.460000 sec): 3 clusters
  Score: Raw -903033.450342 + Penalty 2918.392280 = -900115.058062
  nChanged 366
		SP:Iteration 5Q (24871.600000 sec): 3 clusters
  Score: Raw -903308.689405 + Penalty 2918.392280 = -900390.297125
  nChanged 389
		SP:Iteration 6Q (24871.770000 sec): 3 clusters
  Score: Raw -903588.285919 + Penalty 2918.392280 = -900669.893639
  nChanged 369
		SP:Iteration 7Q (24872.000000 sec): 3 clusters
  Score: Raw -903870.695152 + Penalty 2918.392280 = -900952.302872
  nChanged 359
		SP:Iteration 8Q (24872.180000 sec): 3 clusters
  Score: Raw -904176.139492 + Penalty 2918.392280 = -901257.747212
  nChanged 344
		SP:Iteration 9Q (24872.360000 sec): 3 clusters
  Score: Raw -904437.182712 + Penalty 2918.392280 = -901518.790431
  nChanged 234
		SP:Iteration 10Q (24872.550000 sec): 3 clusters
  Score: Raw -904562.823318 + Penalty 2918.392280 = -901644.431038
  nChanged 167
		SP:Iteration 11Q (24872.770000 sec): 3 clusters
  Score: Raw -904642.849661 + Penalty 2918.392280 = -901724.457381
  nChanged 129
		SP:Iteration 12Q (24872.920000 sec): 3 clusters
  Score: Raw -904700.845251 + Penalty 2918.392280 = -901782.452971
  nChanged 103
		SP:Iteration 13Q (24873.100000 sec): 3 clusters
  Score: Raw -904742.915237 + Penalty 2918.392280 = -901824.522957
  nChanged 91
		SP:Iteration 14Q (24873.280000 sec): 3 clusters
  Score: Raw -904775.264031 + Penalty 2918.392280 = -901856.871751
  nChanged 79
		SP:Iteration 15Q (24873.480000 sec): 3 clusters
  Score: Raw -904806.070317 + Penalty 2918.392280 = -901887.678037
  nChanged 68
		SP:Iteration 16Q (24873.660000 sec): 3 clusters
  Score: Raw -904831.266098 + Penalty 2918.392280 = -901912.873817
  nChanged 70
		SP:Iteration 17Q (24873.870000 sec): 3 clusters
  Score: Raw -904855.436511 + Penalty 2918.392280 = -901937.044230
  nChanged 57
		SP:Iteration 18Q (24874.020000 sec): 3 clusters
  Score: Raw -904875.060778 + Penalty 2918.392280 = -901956.668498
  nChanged 52
		SP:Iteration 19Q (24874.340000 sec): 3 clusters
  Score: Raw -904891.706836 + Penalty 2918.392280 = -901973.314556
  nChanged 52
		SP:Iteration 20F (24874.550000 sec): 3 clusters
  Score: Raw -904910.787343 + Penalty 2918.392280 = -901992.395063
  nChanged 48
		SP:Iteration 21Q (24874.810000 sec): 3 clusters
  Score: Raw -904924.699145 + Penalty 2918.392280 = -902006.306865
  nChanged 40
		SP:Iteration 22Q (24875.020000 sec): 3 clusters
  Score: Raw -904934.798209 + Penalty 2918.392280 = -902016.405929
  nChanged 28
		SP:Iteration 23Q (24875.190000 sec): 3 clusters
  Score: Raw -904941.339522 + Penalty 2918.392280 = -902022.947242
  nChanged 28
		SP:Iteration 24Q (24875.440000 sec): 3 clusters
  Score: Raw -904946.413247 + Penalty 2918.392280 = -902028.020967
  nChanged 17
		SP:Iteration 25Q (24875.620000 sec): 3 clusters
  Score: Raw -904950.517436 + Penalty 2918.392280 = -902032.125156
  nChanged 29
		SP:Iteration 26Q (24875.860000 sec): 3 clusters
  Score: Raw -904958.367846 + Penalty 2918.392280 = -902039.975565
  nChanged 32
		SP:Iteration 27Q (24876.080000 sec): 3 clusters
  Score: Raw -904967.584132 + Penalty 2918.392280 = -902049.191852
  nChanged 30
		SP:Iteration 28Q (24876.290000 sec): 3 clusters
  Score: Raw -904974.372456 + Penalty 2918.392280 = -902055.980176
  nChanged 26
		SP:Iteration 29Q (24876.530000 sec): 3 clusters
  Score: Raw -904981.036004 + Penalty 2918.392280 = -902062.643724
  nChanged 27
		SP:Iteration 30Q (24876.730000 sec): 3 clusters
  Score: Raw -904985.420376 + Penalty 2918.392280 = -902067.028096
  nChanged 13
		SP:Iteration 31Q (24876.960000 sec): 3 clusters
  Score: Raw -904987.727808 + Penalty 2918.392280 = -902069.335528
  nChanged 22
		SP:Iteration 32Q (24877.180000 sec): 3 clusters
  Score: Raw -904991.379986 + Penalty 2918.392280 = -902072.987705
  nChanged 17
		SP:Iteration 33Q (24877.440000 sec): 3 clusters
  Score: Raw -904994.612100 + Penalty 2918.392280 = -902076.219820
  nChanged 9
		SP:Iteration 34Q (24877.670000 sec): 3 clusters
  Score: Raw -904996.226577 + Penalty 2918.392280 = -902077.834297
  nChanged 9
		SP:Iteration 35Q (24877.910000 sec): 3 clusters
  Score: Raw -904997.645271 + Penalty 2918.392280 = -902079.252991
  nChanged 7
		SP:Iteration 36Q (24878.150000 sec): 3 clusters
  Score: Raw -904999.003241 + Penalty 2918.392280 = -902080.610960
  nChanged 13
		SP:Iteration 37Q (24878.380000 sec): 3 clusters
  Score: Raw -905001.264155 + Penalty 2918.392280 = -902082.871875
  nChanged 9
		SP:Iteration 38Q (24878.610000 sec): 3 clusters
  Score: Raw -905003.068411 + Penalty 2918.392280 = -902084.676131
  nChanged 14
		SP:Iteration 39Q (24878.850000 sec): 3 clusters
  Score: Raw -905004.944017 + Penalty 2918.392280 = -902086.551736
  nChanged 9
		SP:Iteration 40F (24879.070000 sec): 3 clusters
  Score: Raw -905006.624504 + Penalty 2918.392280 = -902088.232224
  nChanged 11
		SP:Iteration 41Q (24879.280000 sec): 3 clusters
  Score: Raw -905008.969937 + Penalty 2918.392280 = -902090.577657
  nChanged 5
		SP:Iteration 42Q (24879.490000 sec): 3 clusters
  Score: Raw -905009.650752 + Penalty 2918.392280 = -902091.258472
  nChanged 3
		SP:Iteration 43Q (24879.720000 sec): 3 clusters
  Score: Raw -905010.095386 + Penalty 2918.392280 = -902091.703106
  nChanged 1
		SP:Iteration 44Q (24879.940000 sec): 3 clusters
  Score: Raw -905010.148295 + Penalty 2918.392280 = -902091.756015
  nChanged 0
		SP:Iteration 45F (24880.130000 sec): 3 clusters
  Score: Raw -905010.148295 + Penalty 2918.392280 = -902091.756015
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 30 (13261 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (24880.270000 sec): 2 clusters
  Score: Raw -1658233.163074 + Penalty 1542.544685 = -1656690.618389
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (24880.510000 sec): 3 clusters
  Score: Raw -1650490.942307 + Penalty 3085.089370 = -1647405.852938
  nChanged 5880
		SP:Iteration 1F (24880.790000 sec): 3 clusters
  Score: Raw -1653823.412971 + Penalty 3085.089370 = -1650738.323601
  nChanged 753
		SP:Iteration 2F (24881.060000 sec): 3 clusters
  Score: Raw -1654222.714394 + Penalty 3085.089370 = -1651137.625024
  nChanged 783
		SP:Iteration 3F (24881.270000 sec): 3 clusters
  Score: Raw -1654725.528890 + Penalty 3085.089370 = -1651640.439521
  nChanged 933
		SP:Iteration 4F (24881.570000 sec): 3 clusters
  Score: Raw -1655443.531733 + Penalty 3085.089370 = -1652358.442363
  nChanged 1052
		SP:Iteration 5F (24881.840000 sec): 3 clusters
  Score: Raw -1656318.672587 + Penalty 3085.089370 = -1653233.583217
  nChanged 1072
		SP:Iteration 6F (24882.110000 sec): 3 clusters
  Score: Raw -1657177.393070 + Penalty 3085.089370 = -1654092.303701
  nChanged 816
		SP:Iteration 7F (24882.370000 sec): 3 clusters
  Score: Raw -1657696.809567 + Penalty 3085.089370 = -1654611.720198
  nChanged 601
		SP:Iteration 8Q (24882.660000 sec): 3 clusters
  Score: Raw -1658013.336674 + Penalty 3085.089370 = -1654928.247304
  nChanged 424
		SP:Iteration 9Q (24882.940000 sec): 3 clusters
  Score: Raw -1658179.655895 + Penalty 3085.089370 = -1655094.566526
  nChanged 274
		SP:Iteration 10Q (24883.180000 sec): 3 clusters
  Score: Raw -1658254.778564 + Penalty 3085.089370 = -1655169.689194
  nChanged 184
		SP:Iteration 11Q (24883.430000 sec): 3 clusters
  Score: Raw -1658290.931891 + Penalty 3085.089370 = -1655205.842522
  nChanged 122
		SP:Iteration 12Q (24883.730000 sec): 3 clusters
  Score: Raw -1658311.264908 + Penalty 3085.089370 = -1655226.175539
  nChanged 83
		SP:Iteration 13Q (24883.960000 sec): 3 clusters
  Score: Raw -1658324.508846 + Penalty 3085.089370 = -1655239.419476
  nChanged 68
		SP:Iteration 14Q (24884.180000 sec): 3 clusters
  Score: Raw -1658333.842143 + Penalty 3085.089370 = -1655248.752774
  nChanged 48
		SP:Iteration 15Q (24884.420000 sec): 3 clusters
  Score: Raw -1658340.749050 + Penalty 3085.089370 = -1655255.659681
  nChanged 38
		SP:Iteration 16Q (24884.710000 sec): 3 clusters
  Score: Raw -1658345.163746 + Penalty 3085.089370 = -1655260.074376
  nChanged 24
		SP:Iteration 17Q (24884.920000 sec): 3 clusters
  Score: Raw -1658348.205808 + Penalty 3085.089370 = -1655263.116438
  nChanged 27
		SP:Iteration 18Q (24885.160000 sec): 3 clusters
  Score: Raw -1658351.515057 + Penalty 3085.089370 = -1655266.425688
  nChanged 25
		SP:Iteration 19Q (24885.420000 sec): 3 clusters
  Score: Raw -1658354.178689 + Penalty 3085.089370 = -1655269.089320
  nChanged 25
		SP:Iteration 20F (24885.670000 sec): 3 clusters
  Score: Raw -1658357.178160 + Penalty 3085.089370 = -1655272.088790
  nChanged 26
		SP:Iteration 21Q (24886.000000 sec): 3 clusters
  Score: Raw -1658360.681822 + Penalty 3085.089370 = -1655275.592452
  nChanged 26
		SP:Iteration 22Q (24886.210000 sec): 3 clusters
  Score: Raw -1658363.712525 + Penalty 3085.089370 = -1655278.623155
  nChanged 20
		SP:Iteration 23Q (24886.430000 sec): 3 clusters
  Score: Raw -1658365.512243 + Penalty 3085.089370 = -1655280.422874
  nChanged 16
		SP:Iteration 24Q (24886.680000 sec): 3 clusters
  Score: Raw -1658366.782228 + Penalty 3085.089370 = -1655281.692859
  nChanged 8
		SP:Iteration 25Q (24886.950000 sec): 3 clusters
  Score: Raw -1658367.368108 + Penalty 3085.089370 = -1655282.278738
  nChanged 10
		SP:Iteration 26Q (24887.220000 sec): 3 clusters
  Score: Raw -1658368.154333 + Penalty 3085.089370 = -1655283.064963
  nChanged 8
		SP:Iteration 27Q (24887.460000 sec): 3 clusters
  Score: Raw -1658368.782083 + Penalty 3085.089370 = -1655283.692713
  nChanged 3
		SP:Iteration 28Q (24887.700000 sec): 3 clusters
  Score: Raw -1658369.027994 + Penalty 3085.089370 = -1655283.938625
  nChanged 0
		SP:Iteration 29F (24887.940000 sec): 3 clusters
  Score: Raw -1658369.027994 + Penalty 3085.089370 = -1655283.938625
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 31 (542 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (24888.050000 sec): 2 clusters
  Score: Raw -59342.071260 + Penalty 1022.980725 = -58319.090535
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (24888.190000 sec): 3 clusters
  Score: Raw -59278.780595 + Penalty 2045.961450 = -57232.819144
  nChanged 128
		SP:Iteration 1F (24888.330000 sec): 3 clusters
  Score: Raw -59477.116179 + Penalty 2045.961450 = -57431.154728
  nChanged 32
		SP:Iteration 2F (24888.440000 sec): 3 clusters
  Score: Raw -59541.345246 + Penalty 2045.961450 = -57495.383796
  nChanged 26
		SP:Iteration 3Q (24888.540000 sec): 3 clusters
  Score: Raw -59609.436004 + Penalty 2045.961450 = -57563.474553
  nChanged 23
		SP:Iteration 4Q (24888.680000 sec): 3 clusters
  Score: Raw -59667.846398 + Penalty 2045.961450 = -57621.884947
  nChanged 28
		SP:Iteration 5F (24888.780000 sec): 3 clusters
  Score: Raw -59790.354651 + Penalty 2045.961450 = -57744.393201
  nChanged 28
		SP:Iteration 6F (24888.920000 sec): 3 clusters
  Score: Raw -59934.586202 + Penalty 2045.961450 = -57888.624752
  nChanged 16
		SP:Iteration 7Q (24889.020000 sec): 3 clusters
  Score: Raw -60009.527262 + Penalty 2045.961450 = -57963.565811
  nChanged 12
		SP:Iteration 8Q (24889.110000 sec): 3 clusters
  Score: Raw -60038.372584 + Penalty 2045.961450 = -57992.411133
  nChanged 11
		SP:Iteration 9Q (24889.210000 sec): 3 clusters
  Score: Raw -60086.846737 + Penalty 2045.961450 = -58040.885287
  nChanged 10
		SP:Iteration 10Q (24889.300000 sec): 3 clusters
  Score: Raw -60117.265528 + Penalty 2045.961450 = -58071.304077
  nChanged 7
		SP:Iteration 11Q (24889.440000 sec): 3 clusters
  Score: Raw -60156.362459 + Penalty 2045.961450 = -58110.401009
  nChanged 14
		SP:Iteration 12Q (24889.590000 sec): 3 clusters
  Score: Raw -60194.605549 + Penalty 2045.961450 = -58148.644099
  nChanged 12
		SP:Iteration 13Q (24889.690000 sec): 3 clusters
  Score: Raw -60219.501094 + Penalty 2045.961450 = -58173.539644
  nChanged 9
		SP:Iteration 14Q (24889.780000 sec): 3 clusters
  Score: Raw -60234.466999 + Penalty 2045.961450 = -58188.505549
  nChanged 1
		SP:Iteration 15Q (24889.880000 sec): 3 clusters
  Score: Raw -60238.055281 + Penalty 2045.961450 = -58192.093830
  nChanged 1
		SP:Iteration 16Q (24890.020000 sec): 3 clusters
  Score: Raw -60244.204262 + Penalty 2045.961450 = -58198.242812
  nChanged 2
		SP:Iteration 17Q (24890.170000 sec): 3 clusters
  Score: Raw -60248.673500 + Penalty 2045.961450 = -58202.712049
  nChanged 1
		SP:Iteration 18Q (24890.310000 sec): 3 clusters
  Score: Raw -60249.267293 + Penalty 2045.961450 = -58203.305843
  nChanged 0
		SP:Iteration 19F (24890.440000 sec): 3 clusters
  Score: Raw -60249.892036 + Penalty 2045.961450 = -58203.930585
  nChanged 1
		SP:Iteration 20F (24890.540000 sec): 3 clusters
  Score: Raw -60254.472724 + Penalty 2045.961450 = -58208.511274
  nChanged 1
		SP:Iteration 21Q (24890.680000 sec): 3 clusters
  Score: Raw -60255.694944 + Penalty 2045.961450 = -58209.733493
  nChanged 1
		SP:Iteration 22Q (24890.860000 sec): 3 clusters
  Score: Raw -60258.573594 + Penalty 2045.961450 = -58212.612143
  nChanged 3
		SP:Iteration 23Q (24891.000000 sec): 3 clusters
  Score: Raw -60266.187370 + Penalty 2045.961450 = -58220.225920
  nChanged 4
		SP:Iteration 24Q (24891.130000 sec): 3 clusters
  Score: Raw -60289.019762 + Penalty 2045.961450 = -58243.058312
  nChanged 2
		SP:Iteration 25Q (24891.270000 sec): 3 clusters
  Score: Raw -60298.468082 + Penalty 2045.961450 = -58252.506632
  nChanged 2
		SP:Iteration 26Q (24891.450000 sec): 3 clusters
  Score: Raw -60301.346688 + Penalty 2045.961450 = -58255.385238
  nChanged 0
		SP:Iteration 27F (24891.590000 sec): 3 clusters
  Score: Raw -60301.346688 + Penalty 2045.961450 = -58255.385238
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 32 (7997 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (24891.740000 sec): 2 clusters
  Score: Raw -970889.626159 + Penalty 1460.358534 = -969429.267625
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (24891.920000 sec): 3 clusters
  Score: Raw -966464.398984 + Penalty 2920.717069 = -963543.681915
  nChanged 3367
		SP:Iteration 1F (24892.150000 sec): 3 clusters
  Score: Raw -968281.078773 + Penalty 2920.717069 = -965360.361704
  nChanged 519
		SP:Iteration 2F (24892.330000 sec): 3 clusters
  Score: Raw -968589.342805 + Penalty 2920.717069 = -965668.625736
  nChanged 522
		SP:Iteration 3F (24892.500000 sec): 3 clusters
  Score: Raw -968951.351612 + Penalty 2920.717069 = -966030.634543
  nChanged 518
		SP:Iteration 4F (24892.710000 sec): 3 clusters
  Score: Raw -969330.905367 + Penalty 2920.717069 = -966410.188298
  nChanged 502
		SP:Iteration 5F (24892.930000 sec): 3 clusters
  Score: Raw -969744.963483 + Penalty 2920.717069 = -966824.246415
  nChanged 442
		SP:Iteration 6F (24893.110000 sec): 3 clusters
  Score: Raw -970083.034682 + Penalty 2920.717069 = -967162.317613
  nChanged 369
		SP:Iteration 7Q (24893.340000 sec): 3 clusters
  Score: Raw -970309.552677 + Penalty 2920.717069 = -967388.835609
  nChanged 313
		SP:Iteration 8Q (24893.550000 sec): 3 clusters
  Score: Raw -970479.208603 + Penalty 2920.717069 = -967558.491535
  nChanged 272
		SP:Iteration 9Q (24893.780000 sec): 3 clusters
  Score: Raw -970601.028521 + Penalty 2920.717069 = -967680.311452
  nChanged 217
		SP:Iteration 10Q (24894.030000 sec): 3 clusters
  Score: Raw -970689.174243 + Penalty 2920.717069 = -967768.457174
  nChanged 178
		SP:Iteration 11Q (24894.240000 sec): 3 clusters
  Score: Raw -970758.332258 + Penalty 2920.717069 = -967837.615189
  nChanged 157
		SP:Iteration 12Q (24894.440000 sec): 3 clusters
  Score: Raw -970815.591755 + Penalty 2920.717069 = -967894.874686
  nChanged 146
		SP:Iteration 13Q (24894.710000 sec): 3 clusters
  Score: Raw -970866.330686 + Penalty 2920.717069 = -967945.613617
  nChanged 138
		SP:Iteration 14Q (24894.920000 sec): 3 clusters
  Score: Raw -970917.014633 + Penalty 2920.717069 = -967996.297564
  nChanged 117
		SP:Iteration 15Q (24895.050000 sec): 3 clusters
  Score: Raw -970962.657889 + Penalty 2920.717069 = -968041.940820
  nChanged 126
		SP:Iteration 16Q (24895.270000 sec): 3 clusters
  Score: Raw -971001.621232 + Penalty 2920.717069 = -968080.904163
  nChanged 101
		SP:Iteration 17Q (24895.450000 sec): 3 clusters
  Score: Raw -971031.776114 + Penalty 2920.717069 = -968111.059045
  nChanged 88
		SP:Iteration 18Q (24895.700000 sec): 3 clusters
  Score: Raw -971052.732004 + Penalty 2920.717069 = -968132.014935
  nChanged 64
		SP:Iteration 19Q (24895.900000 sec): 3 clusters
  Score: Raw -971066.143069 + Penalty 2920.717069 = -968145.426000
  nChanged 47
		SP:Iteration 20F (24896.060000 sec): 3 clusters
  Score: Raw -971076.979759 + Penalty 2920.717069 = -968156.262691
  nChanged 52
		SP:Iteration 21Q (24896.290000 sec): 3 clusters
  Score: Raw -971087.357055 + Penalty 2920.717069 = -968166.639986
  nChanged 43
		SP:Iteration 22Q (24896.460000 sec): 3 clusters
  Score: Raw -971094.557955 + Penalty 2920.717069 = -968173.840887
  nChanged 29
		SP:Iteration 23Q (24896.630000 sec): 3 clusters
  Score: Raw -971098.895828 + Penalty 2920.717069 = -968178.178759
  nChanged 16
		SP:Iteration 24Q (24896.840000 sec): 3 clusters
  Score: Raw -971101.073719 + Penalty 2920.717069 = -968180.356650
  nChanged 13
		SP:Iteration 25Q (24897.040000 sec): 3 clusters
  Score: Raw -971103.099180 + Penalty 2920.717069 = -968182.382111
  nChanged 12
		SP:Iteration 26Q (24897.210000 sec): 3 clusters
  Score: Raw -971105.047981 + Penalty 2920.717069 = -968184.330912
  nChanged 6
		SP:Iteration 27Q (24897.360000 sec): 3 clusters
  Score: Raw -971105.960522 + Penalty 2920.717069 = -968185.243453
  nChanged 4
		SP:Iteration 28Q (24897.570000 sec): 3 clusters
  Score: Raw -971106.526571 + Penalty 2920.717069 = -968185.809502
  nChanged 8
		SP:Iteration 29Q (24897.740000 sec): 3 clusters
  Score: Raw -971107.181999 + Penalty 2920.717069 = -968186.464930
  nChanged 4
		SP:Iteration 30Q (24897.870000 sec): 3 clusters
  Score: Raw -971107.652504 + Penalty 2920.717069 = -968186.935436
  nChanged 8
		SP:Iteration 31Q (24898.070000 sec): 3 clusters
  Score: Raw -971108.774741 + Penalty 2920.717069 = -968188.057672
  nChanged 4
		SP:Iteration 32Q (24898.240000 sec): 3 clusters
  Score: Raw -971109.102051 + Penalty 2920.717069 = -968188.384982
  nChanged 5
		SP:Iteration 33Q (24898.450000 sec): 3 clusters
  Score: Raw -971109.847058 + Penalty 2920.717069 = -968189.129989
  nChanged 8
		SP:Iteration 34Q (24898.650000 sec): 3 clusters
  Score: Raw -971110.946330 + Penalty 2920.717069 = -968190.229261
  nChanged 6
		SP:Iteration 35Q (24898.820000 sec): 3 clusters
  Score: Raw -971111.793895 + Penalty 2920.717069 = -968191.076827
  nChanged 11
		SP:Iteration 36Q (24899.000000 sec): 3 clusters
  Score: Raw -971113.016834 + Penalty 2920.717069 = -968192.299765
  nChanged 9
		SP:Iteration 37Q (24899.230000 sec): 3 clusters
  Score: Raw -971114.051884 + Penalty 2920.717069 = -968193.334815
  nChanged 7
		SP:Iteration 38Q (24899.440000 sec): 3 clusters
  Score: Raw -971115.397175 + Penalty 2920.717069 = -968194.680106
  nChanged 7
		SP:Iteration 39Q (24899.690000 sec): 3 clusters
  Score: Raw -971116.537217 + Penalty 2920.717069 = -968195.820149
  nChanged 4
		SP:Iteration 40F (24899.930000 sec): 3 clusters
  Score: Raw -971116.968383 + Penalty 2920.717069 = -968196.251314
  nChanged 3
		SP:Iteration 41Q (24900.110000 sec): 3 clusters
  Score: Raw -971117.358506 + Penalty 2920.717069 = -968196.641437
  nChanged 3
		SP:Iteration 42Q (24900.330000 sec): 3 clusters
  Score: Raw -971117.773383 + Penalty 2920.717069 = -968197.056315
  nChanged 1
		SP:Iteration 43Q (24900.550000 sec): 3 clusters
  Score: Raw -971117.885909 + Penalty 2920.717069 = -968197.168840
  nChanged 0
		SP:Iteration 44F (24900.750000 sec): 3 clusters
  Score: Raw -971117.885909 + Penalty 2920.717069 = -968197.168840
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 33 (1926 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (24900.810000 sec): 2 clusters
  Score: Raw -225988.221837 + Penalty 1229.020096 = -224759.201741
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (24900.990000 sec): 3 clusters
  Score: Raw -225220.397336 + Penalty 2458.040193 = -222762.357144
  nChanged 658
		SP:Iteration 1F (24901.130000 sec): 3 clusters
  Score: Raw -225698.523994 + Penalty 2458.040193 = -223240.483802
  nChanged 161
		SP:Iteration 2F (24901.330000 sec): 3 clusters
  Score: Raw -225852.874513 + Penalty 2458.040193 = -223394.834321
  nChanged 108
		SP:Iteration 3F (24901.500000 sec): 3 clusters
  Score: Raw -225944.150046 + Penalty 2458.040193 = -223486.109853
  nChanged 79
		SP:Iteration 4Q (24901.730000 sec): 3 clusters
  Score: Raw -226016.389075 + Penalty 2458.040193 = -223558.348882
  nChanged 64
		SP:Iteration 5Q (24901.950000 sec): 3 clusters
  Score: Raw -226070.228945 + Penalty 2458.040193 = -223612.188752
  nChanged 52
		SP:Iteration 6Q (24902.160000 sec): 3 clusters
  Score: Raw -226115.290218 + Penalty 2458.040193 = -223657.250026
  nChanged 49
		SP:Iteration 7Q (24902.310000 sec): 3 clusters
  Score: Raw -226162.267610 + Penalty 2458.040193 = -223704.227418
  nChanged 38
		SP:Iteration 8Q (24902.470000 sec): 3 clusters
  Score: Raw -226193.229964 + Penalty 2458.040193 = -223735.189771
  nChanged 30
		SP:Iteration 9Q (24902.630000 sec): 3 clusters
  Score: Raw -226217.605157 + Penalty 2458.040193 = -223759.564964
  nChanged 29
		SP:Iteration 10Q (24902.860000 sec): 3 clusters
  Score: Raw -226238.280036 + Penalty 2458.040193 = -223780.239843
  nChanged 19
		SP:Iteration 11Q (24903.050000 sec): 3 clusters
  Score: Raw -226251.030803 + Penalty 2458.040193 = -223792.990610
  nChanged 17
		SP:Iteration 12Q (24903.170000 sec): 3 clusters
  Score: Raw -226262.423842 + Penalty 2458.040193 = -223804.383650
  nChanged 15
		SP:Iteration 13Q (24903.300000 sec): 3 clusters
  Score: Raw -226273.204865 + Penalty 2458.040193 = -223815.164672
  nChanged 12
		SP:Iteration 14Q (24903.460000 sec): 3 clusters
  Score: Raw -226283.000234 + Penalty 2458.040193 = -223824.960041
  nChanged 10
		SP:Iteration 15Q (24903.620000 sec): 3 clusters
  Score: Raw -226290.584414 + Penalty 2458.040193 = -223832.544221
  nChanged 7
		SP:Iteration 16Q (24903.800000 sec): 3 clusters
  Score: Raw -226296.124368 + Penalty 2458.040193 = -223838.084175
  nChanged 10
		SP:Iteration 17Q (24903.980000 sec): 3 clusters
  Score: Raw -226303.096537 + Penalty 2458.040193 = -223845.056344
  nChanged 6
		SP:Iteration 18Q (24904.120000 sec): 3 clusters
  Score: Raw -226305.850027 + Penalty 2458.040193 = -223847.809834
  nChanged 5
		SP:Iteration 19Q (24904.300000 sec): 3 clusters
  Score: Raw -226309.420258 + Penalty 2458.040193 = -223851.380066
  nChanged 4
		SP:Iteration 20F (24904.430000 sec): 3 clusters
  Score: Raw -226312.409208 + Penalty 2458.040193 = -223854.369015
  nChanged 3
		SP:Iteration 21Q (24904.650000 sec): 3 clusters
  Score: Raw -226315.387012 + Penalty 2458.040193 = -223857.346819
  nChanged 8
		SP:Iteration 22Q (24904.870000 sec): 3 clusters
  Score: Raw -226324.224918 + Penalty 2458.040193 = -223866.184726
  nChanged 4
		SP:Iteration 23Q (24905.050000 sec): 3 clusters
  Score: Raw -226327.094843 + Penalty 2458.040193 = -223869.054650
  nChanged 7
		SP:Iteration 24Q (24905.220000 sec): 3 clusters
  Score: Raw -226331.676031 + Penalty 2458.040193 = -223873.635838
  nChanged 8
		SP:Iteration 25Q (24905.480000 sec): 3 clusters
  Score: Raw -226340.484196 + Penalty 2458.040193 = -223882.444003
  nChanged 2
		SP:Iteration 26Q (24905.680000 sec): 3 clusters
  Score: Raw -226342.693501 + Penalty 2458.040193 = -223884.653309
  nChanged 3
		SP:Iteration 27Q (24905.850000 sec): 3 clusters
  Score: Raw -226344.506298 + Penalty 2458.040193 = -223886.466105
  nChanged 0
		SP:Iteration 28F (24906.020000 sec): 3 clusters
  Score: Raw -226344.506298 + Penalty 2458.040193 = -223886.466105
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 34 (18916 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (24906.260000 sec): 2 clusters
  Score: Raw -2286189.129275 + Penalty 1600.261553 = -2284588.867722
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (24906.510000 sec): 3 clusters
  Score: Raw -2274819.547599 + Penalty 3200.523106 = -2271619.024493
  nChanged 8508
		SP:Iteration 1F (24906.790000 sec): 3 clusters
  Score: Raw -2279521.983041 + Penalty 3200.523106 = -2276321.459934
  nChanged 944
		SP:Iteration 2Q (24907.140000 sec): 3 clusters
  Score: Raw -2279852.152850 + Penalty 3200.523106 = -2276651.629744
  nChanged 843
		SP:Iteration 3Q (24907.450000 sec): 3 clusters
  Score: Raw -2280172.631495 + Penalty 3200.523106 = -2276972.108388
  nChanged 800
		SP:Iteration 4Q (24907.800000 sec): 3 clusters
  Score: Raw -2280540.465446 + Penalty 3200.523106 = -2277339.942340
  nChanged 818
		SP:Iteration 5Q (24908.090000 sec): 3 clusters
  Score: Raw -2280975.118256 + Penalty 3200.523106 = -2277774.595149
  nChanged 815
		SP:Iteration 6Q (24908.410000 sec): 3 clusters
  Score: Raw -2281386.859736 + Penalty 3200.523106 = -2278186.336630
  nChanged 807
		SP:Iteration 7Q (24908.690000 sec): 3 clusters
  Score: Raw -2281764.110284 + Penalty 3200.523106 = -2278563.587178
  nChanged 766
		SP:Iteration 8Q (24908.940000 sec): 3 clusters
  Score: Raw -2282105.072500 + Penalty 3200.523106 = -2278904.549394
  nChanged 726
		SP:Iteration 9Q (24909.300000 sec): 3 clusters
  Score: Raw -2282430.431318 + Penalty 3200.523106 = -2279229.908212
  nChanged 687
		SP:Iteration 10Q (24909.590000 sec): 3 clusters
  Score: Raw -2282728.294481 + Penalty 3200.523106 = -2279527.771375
  nChanged 641
		SP:Iteration 11Q (24909.940000 sec): 3 clusters
  Score: Raw -2283016.306803 + Penalty 3200.523106 = -2279815.783697
  nChanged 646
		SP:Iteration 12Q (24910.240000 sec): 3 clusters
  Score: Raw -2283327.427671 + Penalty 3200.523106 = -2280126.904564
  nChanged 621
		SP:Iteration 13Q (24910.550000 sec): 3 clusters
  Score: Raw -2283651.706933 + Penalty 3200.523106 = -2280451.183827
  nChanged 613
		SP:Iteration 14Q (24910.920000 sec): 3 clusters
  Score: Raw -2283978.522358 + Penalty 3200.523106 = -2280777.999252
  nChanged 550
		SP:Iteration 15Q (24911.200000 sec): 3 clusters
  Score: Raw -2284271.407726 + Penalty 3200.523106 = -2281070.884620
  nChanged 493
		SP:Iteration 16Q (24911.540000 sec): 3 clusters
  Score: Raw -2284531.351803 + Penalty 3200.523106 = -2281330.828697
  nChanged 427
		SP:Iteration 17Q (24911.870000 sec): 3 clusters
  Score: Raw -2284769.997989 + Penalty 3200.523106 = -2281569.474883
  nChanged 376
		SP:Iteration 18Q (24912.140000 sec): 3 clusters
  Score: Raw -2284983.280769 + Penalty 3200.523106 = -2281782.757663
  nChanged 321
		SP:Iteration 19Q (24912.430000 sec): 3 clusters
  Score: Raw -2285150.844871 + Penalty 3200.523106 = -2281950.321765
  nChanged 295
		SP:Iteration 20F (24912.690000 sec): 3 clusters
  Score: Raw -2285305.885070 + Penalty 3200.523106 = -2282105.361964
  nChanged 259
		SP:Iteration 21Q (24912.950000 sec): 3 clusters
  Score: Raw -2285431.215233 + Penalty 3200.523106 = -2282230.692126
  nChanged 227
		SP:Iteration 22Q (24913.260000 sec): 3 clusters
  Score: Raw -2285539.621329 + Penalty 3200.523106 = -2282339.098223
  nChanged 195
		SP:Iteration 23Q (24913.550000 sec): 3 clusters
  Score: Raw -2285634.098537 + Penalty 3200.523106 = -2282433.575431
  nChanged 178
		SP:Iteration 24Q (24913.880000 sec): 3 clusters
  Score: Raw -2285723.592111 + Penalty 3200.523106 = -2282523.069005
  nChanged 162
		SP:Iteration 25Q (24914.160000 sec): 3 clusters
  Score: Raw -2285797.809251 + Penalty 3200.523106 = -2282597.286145
  nChanged 170
		SP:Iteration 26Q (24914.420000 sec): 3 clusters
  Score: Raw -2285876.864331 + Penalty 3200.523106 = -2282676.341225
  nChanged 151
		SP:Iteration 27Q (24914.720000 sec): 3 clusters
  Score: Raw -2285946.946047 + Penalty 3200.523106 = -2282746.422941
  nChanged 130
		SP:Iteration 28Q (24914.990000 sec): 3 clusters
  Score: Raw -2286003.233645 + Penalty 3200.523106 = -2282802.710539
  nChanged 124
		SP:Iteration 29Q (24915.300000 sec): 3 clusters
  Score: Raw -2286058.276908 + Penalty 3200.523106 = -2282857.753802
  nChanged 105
		SP:Iteration 30Q (24915.590000 sec): 3 clusters
  Score: Raw -2286108.163901 + Penalty 3200.523106 = -2282907.640795
  nChanged 87
		SP:Iteration 31Q (24915.890000 sec): 3 clusters
  Score: Raw -2286149.673376 + Penalty 3200.523106 = -2282949.150270
  nChanged 89
		SP:Iteration 32Q (24916.150000 sec): 3 clusters
  Score: Raw -2286188.609922 + Penalty 3200.523106 = -2282988.086816
  nChanged 71
		SP:Iteration 33Q (24916.400000 sec): 3 clusters
  Score: Raw -2286220.722944 + Penalty 3200.523106 = -2283020.199837
  nChanged 71
		SP:Iteration 34Q (24916.660000 sec): 3 clusters
  Score: Raw -2286249.034672 + Penalty 3200.523106 = -2283048.511565
  nChanged 52
		SP:Iteration 35Q (24916.920000 sec): 3 clusters
  Score: Raw -2286267.696873 + Penalty 3200.523106 = -2283067.173767
  nChanged 43
		SP:Iteration 36Q (24917.170000 sec): 3 clusters
  Score: Raw -2286285.677435 + Penalty 3200.523106 = -2283085.154329
  nChanged 46
		SP:Iteration 37Q (24917.420000 sec): 3 clusters
  Score: Raw -2286303.480103 + Penalty 3200.523106 = -2283102.956997
  nChanged 46
		SP:Iteration 38Q (24917.680000 sec): 3 clusters
  Score: Raw -2286321.072421 + Penalty 3200.523106 = -2283120.549315
  nChanged 29
		SP:Iteration 39Q (24917.970000 sec): 3 clusters
  Score: Raw -2286332.961060 + Penalty 3200.523106 = -2283132.437954
  nChanged 26
		SP:Iteration 40F (24918.240000 sec): 3 clusters
  Score: Raw -2286343.218457 + Penalty 3200.523106 = -2283142.695351
  nChanged 24
		SP:Iteration 41Q (24918.540000 sec): 3 clusters
  Score: Raw -2286354.503125 + Penalty 3200.523106 = -2283153.980019
  nChanged 22
		SP:Iteration 42Q (24918.840000 sec): 3 clusters
  Score: Raw -2286368.157290 + Penalty 3200.523106 = -2283167.634184
  nChanged 24
		SP:Iteration 43Q (24919.080000 sec): 3 clusters
  Score: Raw -2286380.235149 + Penalty 3200.523106 = -2283179.712042
  nChanged 19
		SP:Iteration 44Q (24919.390000 sec): 3 clusters
  Score: Raw -2286389.415319 + Penalty 3200.523106 = -2283188.892213
  nChanged 19
		SP:Iteration 45Q (24919.640000 sec): 3 clusters
  Score: Raw -2286398.239559 + Penalty 3200.523106 = -2283197.716453
  nChanged 13
		SP:Iteration 46Q (24919.920000 sec): 3 clusters
  Score: Raw -2286404.540924 + Penalty 3200.523106 = -2283204.017818
  nChanged 10
		SP:Iteration 47Q (24920.140000 sec): 3 clusters
  Score: Raw -2286410.606184 + Penalty 3200.523106 = -2283210.083078
  nChanged 13
		SP:Iteration 48Q (24920.420000 sec): 3 clusters
  Score: Raw -2286416.997003 + Penalty 3200.523106 = -2283216.473897
  nChanged 14
		SP:Iteration 49Q (24920.700000 sec): 3 clusters
  Score: Raw -2286422.602576 + Penalty 3200.523106 = -2283222.079470
  nChanged 16
		SP:Iteration 50Q (24920.960000 sec): 3 clusters
  Score: Raw -2286429.837682 + Penalty 3200.523106 = -2283229.314576
  nChanged 10
		SP:Iteration 51Q (24921.190000 sec): 3 clusters
  Score: Raw -2286435.035701 + Penalty 3200.523106 = -2283234.512594
  nChanged 11
		SP:Iteration 52Q (24921.440000 sec): 3 clusters
  Score: Raw -2286441.461283 + Penalty 3200.523106 = -2283240.938177
  nChanged 10
		SP:Iteration 53Q (24921.710000 sec): 3 clusters
  Score: Raw -2286444.985744 + Penalty 3200.523106 = -2283244.462638
  nChanged 1
		SP:Iteration 54Q (24921.940000 sec): 3 clusters
  Score: Raw -2286445.552749 + Penalty 3200.523106 = -2283245.029643
  nChanged 1
		SP:Iteration 55Q (24922.200000 sec): 3 clusters
  Score: Raw -2286446.007773 + Penalty 3200.523106 = -2283245.484667
  nChanged 0
		SP:Iteration 56F (24922.480000 sec): 3 clusters
  Score: Raw -2286446.007773 + Penalty 3200.523106 = -2283245.484667
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 35 (1165 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (24922.600000 sec): 2 clusters
  Score: Raw -138230.862594 + Penalty 1147.327409 = -137083.535184
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (24922.760000 sec): 3 clusters
  Score: Raw -137887.497781 + Penalty 2294.654819 = -135592.842962
  nChanged 352
		SP:Iteration 1F (24922.900000 sec): 3 clusters
  Score: Raw -138210.723263 + Penalty 2294.654819 = -135916.068444
  nChanged 99
		SP:Iteration 2F (24923.030000 sec): 3 clusters
  Score: Raw -138306.096768 + Penalty 2294.654819 = -136011.441949
  nChanged 39
		SP:Iteration 3Q (24923.170000 sec): 3 clusters
  Score: Raw -138340.412733 + Penalty 2294.654819 = -136045.757914
  nChanged 24
		SP:Iteration 4Q (24923.340000 sec): 3 clusters
  Score: Raw -138360.357780 + Penalty 2294.654819 = -136065.702961
  nChanged 23
		SP:Iteration 5Q (24923.510000 sec): 3 clusters
  Score: Raw -138375.729224 + Penalty 2294.654819 = -136081.074405
  nChanged 14
		SP:Iteration 6Q (24923.700000 sec): 3 clusters
  Score: Raw -138385.735217 + Penalty 2294.654819 = -136091.080399
  nChanged 16
		SP:Iteration 7Q (24923.890000 sec): 3 clusters
  Score: Raw -138396.338230 + Penalty 2294.654819 = -136101.683411
  nChanged 15
		SP:Iteration 8Q (24924.050000 sec): 3 clusters
  Score: Raw -138410.262383 + Penalty 2294.654819 = -136115.607564
  nChanged 13
		SP:Iteration 9Q (24924.240000 sec): 3 clusters
  Score: Raw -138418.789234 + Penalty 2294.654819 = -136124.134415
  nChanged 13
		SP:Iteration 10Q (24924.390000 sec): 3 clusters
  Score: Raw -138432.643623 + Penalty 2294.654819 = -136137.988804
  nChanged 11
		SP:Iteration 11Q (24924.560000 sec): 3 clusters
  Score: Raw -138443.408851 + Penalty 2294.654819 = -136148.754032
  nChanged 11
		SP:Iteration 12Q (24924.730000 sec): 3 clusters
  Score: Raw -138451.407152 + Penalty 2294.654819 = -136156.752334
  nChanged 8
		SP:Iteration 13Q (24924.900000 sec): 3 clusters
  Score: Raw -138460.863197 + Penalty 2294.654819 = -136166.208378
  nChanged 7
		SP:Iteration 14Q (24925.090000 sec): 3 clusters
  Score: Raw -138468.554628 + Penalty 2294.654819 = -136173.899809
  nChanged 13
		SP:Iteration 15Q (24925.220000 sec): 3 clusters
  Score: Raw -138488.157038 + Penalty 2294.654819 = -136193.502219
  nChanged 13
		SP:Iteration 16Q (24925.380000 sec): 3 clusters
  Score: Raw -138504.582213 + Penalty 2294.654819 = -136209.927394
  nChanged 15
		SP:Iteration 17Q (24925.570000 sec): 3 clusters
  Score: Raw -138517.672778 + Penalty 2294.654819 = -136223.017959
  nChanged 11
		SP:Iteration 18Q (24925.750000 sec): 3 clusters
  Score: Raw -138528.680766 + Penalty 2294.654819 = -136234.025947
  nChanged 8
		SP:Iteration 19Q (24925.940000 sec): 3 clusters
  Score: Raw -138535.556281 + Penalty 2294.654819 = -136240.901462
  nChanged 8
		SP:Iteration 20F (24926.100000 sec): 3 clusters
  Score: Raw -138543.356195 + Penalty 2294.654819 = -136248.701376
  nChanged 6
		SP:Iteration 21Q (24926.290000 sec): 3 clusters
  Score: Raw -138549.111202 + Penalty 2294.654819 = -136254.456383
  nChanged 10
		SP:Iteration 22Q (24926.450000 sec): 3 clusters
  Score: Raw -138563.144863 + Penalty 2294.654819 = -136268.490044
  nChanged 11
		SP:Iteration 23Q (24926.590000 sec): 3 clusters
  Score: Raw -138575.999130 + Penalty 2294.654819 = -136281.344311
  nChanged 3
		SP:Iteration 24Q (24926.800000 sec): 3 clusters
  Score: Raw -138581.337795 + Penalty 2294.654819 = -136286.682976
  nChanged 5
		SP:Iteration 25Q (24926.970000 sec): 3 clusters
  Score: Raw -138587.572607 + Penalty 2294.654819 = -136292.917788
  nChanged 7
		SP:Iteration 26Q (24927.110000 sec): 3 clusters
  Score: Raw -138600.908359 + Penalty 2294.654819 = -136306.253540
  nChanged 8
		SP:Iteration 27Q (24927.330000 sec): 3 clusters
  Score: Raw -138616.999159 + Penalty 2294.654819 = -136322.344340
  nChanged 12
		SP:Iteration 28Q (24927.520000 sec): 3 clusters
  Score: Raw -138636.158260 + Penalty 2294.654819 = -136341.503441
  nChanged 14
		SP:Iteration 29Q (24927.660000 sec): 3 clusters
  Score: Raw -138658.745841 + Penalty 2294.654819 = -136364.091022
  nChanged 15
		SP:Iteration 30Q (24927.860000 sec): 3 clusters
  Score: Raw -138684.722755 + Penalty 2294.654819 = -136390.067936
  nChanged 10
		SP:Iteration 31Q (24928.030000 sec): 3 clusters
  Score: Raw -138695.313941 + Penalty 2294.654819 = -136400.659122
  nChanged 8
		SP:Iteration 32Q (24928.210000 sec): 3 clusters
  Score: Raw -138704.518912 + Penalty 2294.654819 = -136409.864094
  nChanged 7
		SP:Iteration 33Q (24928.320000 sec): 3 clusters
  Score: Raw -138709.848268 + Penalty 2294.654819 = -136415.193449
  nChanged 4
		SP:Iteration 34Q (24928.470000 sec): 3 clusters
  Score: Raw -138713.363567 + Penalty 2294.654819 = -136418.708748
  nChanged 5
		SP:Iteration 35Q (24928.630000 sec): 3 clusters
  Score: Raw -138719.964627 + Penalty 2294.654819 = -136425.309809
  nChanged 6
		SP:Iteration 36Q (24928.810000 sec): 3 clusters
  Score: Raw -138728.380098 + Penalty 2294.654819 = -136433.725279
  nChanged 3
		SP:Iteration 37Q (24928.950000 sec): 3 clusters
  Score: Raw -138733.459085 + Penalty 2294.654819 = -136438.804266
  nChanged 4
		SP:Iteration 38Q (24929.110000 sec): 3 clusters
  Score: Raw -138742.493562 + Penalty 2294.654819 = -136447.838743
  nChanged 4
		SP:Iteration 39Q (24929.250000 sec): 3 clusters
  Score: Raw -138748.518212 + Penalty 2294.654819 = -136453.863393
  nChanged 10
		SP:Iteration 40F (24929.430000 sec): 3 clusters
  Score: Raw -138761.501606 + Penalty 2294.654819 = -136466.846788
  nChanged 12
		SP:Iteration 41Q (24929.570000 sec): 3 clusters
  Score: Raw -138778.437851 + Penalty 2294.654819 = -136483.783032
  nChanged 7
		SP:Iteration 42Q (24929.790000 sec): 3 clusters
  Score: Raw -138782.942706 + Penalty 2294.654819 = -136488.287887
  nChanged 4
		SP:Iteration 43Q (24929.920000 sec): 3 clusters
  Score: Raw -138784.455557 + Penalty 2294.654819 = -136489.800738
  nChanged 2
		SP:Iteration 44Q (24930.130000 sec): 3 clusters
  Score: Raw -138786.369647 + Penalty 2294.654819 = -136491.714828
  nChanged 2
		SP:Iteration 45Q (24930.230000 sec): 3 clusters
  Score: Raw -138788.375782 + Penalty 2294.654819 = -136493.720963
  nChanged 1
		SP:Iteration 46Q (24930.390000 sec): 3 clusters
  Score: Raw -138790.106990 + Penalty 2294.654819 = -136495.452171
  nChanged 1
		SP:Iteration 47Q (24930.610000 sec): 3 clusters
  Score: Raw -138790.978396 + Penalty 2294.654819 = -136496.323577
  nChanged 2
		SP:Iteration 48Q (24930.790000 sec): 3 clusters
  Score: Raw -138792.480461 + Penalty 2294.654819 = -136497.825642
  nChanged 0
		SP:Iteration 49F (24930.920000 sec): 3 clusters
  Score: Raw -138792.480461 + Penalty 2294.654819 = -136497.825642
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 36 (686 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (24931.030000 sec): 2 clusters
  Score: Raw -80905.450948 + Penalty 1061.267615 = -79844.183333
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (24931.210000 sec): 3 clusters
  Score: Raw -80729.729737 + Penalty 2122.535229 = -78607.194508
  nChanged 173
		SP:Iteration 1F (24931.320000 sec): 3 clusters
  Score: Raw -80913.442277 + Penalty 2122.535229 = -78790.907048
  nChanged 42
		SP:Iteration 2F (24931.440000 sec): 3 clusters
  Score: Raw -80962.377956 + Penalty 2122.535229 = -78839.842727
  nChanged 18
		SP:Iteration 3Q (24931.600000 sec): 3 clusters
  Score: Raw -80993.887588 + Penalty 2122.535229 = -78871.352359
  nChanged 20
		SP:Iteration 4Q (24931.750000 sec): 3 clusters
  Score: Raw -81021.314015 + Penalty 2122.535229 = -78898.778786
  nChanged 9
		SP:Iteration 5Q (24931.930000 sec): 3 clusters
  Score: Raw -81035.008262 + Penalty 2122.535229 = -78912.473033
  nChanged 7
		SP:Iteration 6Q (24932.030000 sec): 3 clusters
  Score: Raw -81046.298811 + Penalty 2122.535229 = -78923.763582
  nChanged 5
		SP:Iteration 7Q (24932.190000 sec): 3 clusters
  Score: Raw -81055.192131 + Penalty 2122.535229 = -78932.656902
  nChanged 7
		SP:Iteration 8Q (24932.380000 sec): 3 clusters
  Score: Raw -81060.961705 + Penalty 2122.535229 = -78938.426476
  nChanged 4
		SP:Iteration 9Q (24932.560000 sec): 3 clusters
  Score: Raw -81065.856248 + Penalty 2122.535229 = -78943.321019
  nChanged 2
		SP:Iteration 10Q (24932.680000 sec): 3 clusters
  Score: Raw -81067.953954 + Penalty 2122.535229 = -78945.418725
  nChanged 2
		SP:Iteration 11Q (24932.870000 sec): 3 clusters
  Score: Raw -81068.753690 + Penalty 2122.535229 = -78946.218461
  nChanged 0
		SP:Iteration 12F (24933.020000 sec): 3 clusters
  Score: Raw -81068.753690 + Penalty 2122.535229 = -78946.218461
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 37 (1853 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (24933.100000 sec): 2 clusters
  Score: Raw -237933.874429 + Penalty 1222.741199 = -236711.133230
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (24933.260000 sec): 3 clusters
  Score: Raw -237212.504072 + Penalty 2445.482399 = -234767.021674
  nChanged 633
		SP:Iteration 1F (24933.430000 sec): 3 clusters
  Score: Raw -237686.871628 + Penalty 2445.482399 = -235241.389230
  nChanged 183
		SP:Iteration 2F (24933.580000 sec): 3 clusters
  Score: Raw -237872.276723 + Penalty 2445.482399 = -235426.794325
  nChanged 124
		SP:Iteration 3F (24933.740000 sec): 3 clusters
  Score: Raw -238014.341113 + Penalty 2445.482399 = -235568.858714
  nChanged 121
		SP:Iteration 4F (24933.910000 sec): 3 clusters
  Score: Raw -238156.393024 + Penalty 2445.482399 = -235710.910626
  nChanged 90
		SP:Iteration 5Q (24934.040000 sec): 3 clusters
  Score: Raw -238265.000867 + Penalty 2445.482399 = -235819.518469
  nChanged 67
		SP:Iteration 6Q (24934.160000 sec): 3 clusters
  Score: Raw -238330.616842 + Penalty 2445.482399 = -235885.134444
  nChanged 53
		SP:Iteration 7Q (24934.320000 sec): 3 clusters
  Score: Raw -238383.276990 + Penalty 2445.482399 = -235937.794591
  nChanged 43
		SP:Iteration 8Q (24934.500000 sec): 3 clusters
  Score: Raw -238423.909346 + Penalty 2445.482399 = -235978.426948
  nChanged 28
		SP:Iteration 9Q (24934.690000 sec): 3 clusters
  Score: Raw -238445.452194 + Penalty 2445.482399 = -235999.969795
  nChanged 22
		SP:Iteration 10Q (24934.860000 sec): 3 clusters
  Score: Raw -238468.890228 + Penalty 2445.482399 = -236023.407829
  nChanged 15
		SP:Iteration 11Q (24935.070000 sec): 3 clusters
  Score: Raw -238483.757776 + Penalty 2445.482399 = -236038.275378
  nChanged 16
		SP:Iteration 12Q (24935.220000 sec): 3 clusters
  Score: Raw -238499.322818 + Penalty 2445.482399 = -236053.840419
  nChanged 18
		SP:Iteration 13Q (24935.420000 sec): 3 clusters
  Score: Raw -238514.109608 + Penalty 2445.482399 = -236068.627210
  nChanged 11
		SP:Iteration 14Q (24935.610000 sec): 3 clusters
  Score: Raw -238520.764592 + Penalty 2445.482399 = -236075.282194
  nChanged 11
		SP:Iteration 15Q (24935.730000 sec): 3 clusters
  Score: Raw -238527.735622 + Penalty 2445.482399 = -236082.253223
  nChanged 8
		SP:Iteration 16Q (24935.920000 sec): 3 clusters
  Score: Raw -238532.418999 + Penalty 2445.482399 = -236086.936600
  nChanged 8
		SP:Iteration 17Q (24936.110000 sec): 3 clusters
  Score: Raw -238537.616840 + Penalty 2445.482399 = -236092.134441
  nChanged 10
		SP:Iteration 18Q (24936.210000 sec): 3 clusters
  Score: Raw -238543.756543 + Penalty 2445.482399 = -236098.274144
  nChanged 6
		SP:Iteration 19Q (24936.340000 sec): 3 clusters
  Score: Raw -238546.988007 + Penalty 2445.482399 = -236101.505609
  nChanged 4
		SP:Iteration 20F (24936.480000 sec): 3 clusters
  Score: Raw -238549.447678 + Penalty 2445.482399 = -236103.965279
  nChanged 5
		SP:Iteration 21Q (24936.610000 sec): 3 clusters
  Score: Raw -238552.784738 + Penalty 2445.482399 = -236107.302340
  nChanged 4
		SP:Iteration 22Q (24936.740000 sec): 3 clusters
  Score: Raw -238554.956774 + Penalty 2445.482399 = -236109.474376
  nChanged 2
		SP:Iteration 23Q (24936.870000 sec): 3 clusters
  Score: Raw -238555.837459 + Penalty 2445.482399 = -236110.355061
  nChanged 1
		SP:Iteration 24Q (24937.060000 sec): 3 clusters
  Score: Raw -238556.647602 + Penalty 2445.482399 = -236111.165204
  nChanged 0
		SP:Iteration 25F (24937.190000 sec): 3 clusters
  Score: Raw -238556.647602 + Penalty 2445.482399 = -236111.165204
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 38 (244 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (24937.240000 sec): 2 clusters
  Score: Raw -23064.766714 + Penalty 893.289837 = -22171.476878
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (24937.370000 sec): 3 clusters
  Score: Raw -23200.652711 + Penalty 1786.579673 = -21414.073038
  nChanged 38
		SP:Iteration 1F (24937.500000 sec): 3 clusters
  Score: Raw -23356.742341 + Penalty 1786.579673 = -21570.162668
  nChanged 17
		SP:Iteration 2F (24937.680000 sec): 3 clusters
  Score: Raw -23522.901197 + Penalty 1786.579673 = -21736.321523
  nChanged 14
		SP:Iteration 3F (24937.820000 sec): 3 clusters
  Score: Raw -23582.381591 + Penalty 1786.579673 = -21795.801918
  nChanged 9
		SP:Iteration 4Q (24937.950000 sec): 3 clusters
  Score: Raw -23652.643136 + Penalty 1786.579673 = -21866.063463
  nChanged 10
		SP:Iteration 5Q (24938.080000 sec): 3 clusters
  Score: Raw -23713.390225 + Penalty 1786.579673 = -21926.810552
  nChanged 6
		SP:Iteration 6Q (24938.220000 sec): 3 clusters
  Score: Raw -23757.526412 + Penalty 1786.579673 = -21970.946738
  nChanged 4
		SP:Iteration 7Q (24938.360000 sec): 3 clusters
  Score: Raw -23774.133857 + Penalty 1786.579673 = -21987.554184
  nChanged 0
		SP:Iteration 8F (24938.490000 sec): 3 clusters
  Score: Raw -23774.696515 + Penalty 1786.579673 = -21988.116841
  nChanged 1
		SP:Iteration 9Q (24938.620000 sec): 3 clusters
  Score: Raw -23779.847487 + Penalty 1786.579673 = -21993.267813
  nChanged 1
		SP:Iteration 10Q (24938.720000 sec): 3 clusters
  Score: Raw -23782.564480 + Penalty 1786.579673 = -21995.984807
  nChanged 2
		SP:Iteration 11Q (24938.870000 sec): 3 clusters
  Score: Raw -23805.625744 + Penalty 1786.579673 = -22019.046070
  nChanged 0
		SP:Iteration 12F (24939.020000 sec): 3 clusters
  Score: Raw -23805.625744 + Penalty 1786.579673 = -22019.046070
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 39 (9413 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (24939.130000 sec): 2 clusters
  Score: Raw -1080091.286807 + Penalty 1486.850136 = -1078604.436671
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (24939.400000 sec): 3 clusters
  Score: Raw -1074824.736081 + Penalty 2973.700272 = -1071851.035809
  nChanged 4023
		SP:Iteration 1F (24939.600000 sec): 3 clusters
  Score: Raw -1077183.315340 + Penalty 2973.700272 = -1074209.615068
  nChanged 711
		SP:Iteration 2F (24939.790000 sec): 3 clusters
  Score: Raw -1077690.406746 + Penalty 2973.700272 = -1074716.706474
  nChanged 667
		SP:Iteration 3F (24939.950000 sec): 3 clusters
  Score: Raw -1078168.910541 + Penalty 2973.700272 = -1075195.210269
  nChanged 615
		SP:Iteration 4F (24940.120000 sec): 3 clusters
  Score: Raw -1078573.199575 + Penalty 2973.700272 = -1075599.499303
  nChanged 552
		SP:Iteration 5F (24940.280000 sec): 3 clusters
  Score: Raw -1078928.583400 + Penalty 2973.700272 = -1075954.883128
  nChanged 470
		SP:Iteration 6Q (24940.440000 sec): 3 clusters
  Score: Raw -1079248.912073 + Penalty 2973.700272 = -1076275.211801
  nChanged 419
		SP:Iteration 7Q (24940.640000 sec): 3 clusters
  Score: Raw -1079484.698021 + Penalty 2973.700272 = -1076510.997749
  nChanged 331
		SP:Iteration 8Q (24940.900000 sec): 3 clusters
  Score: Raw -1079695.973385 + Penalty 2973.700272 = -1076722.273113
  nChanged 297
		SP:Iteration 9Q (24941.060000 sec): 3 clusters
  Score: Raw -1079900.410568 + Penalty 2973.700272 = -1076926.710296
  nChanged 271
		SP:Iteration 10Q (24941.220000 sec): 3 clusters
  Score: Raw -1080068.075176 + Penalty 2973.700272 = -1077094.374903
  nChanged 221
		SP:Iteration 11Q (24941.440000 sec): 3 clusters
  Score: Raw -1080182.610792 + Penalty 2973.700272 = -1077208.910520
  nChanged 179
		SP:Iteration 12Q (24941.590000 sec): 3 clusters
  Score: Raw -1080262.198782 + Penalty 2973.700272 = -1077288.498510
  nChanged 138
		SP:Iteration 13Q (24941.770000 sec): 3 clusters
  Score: Raw -1080327.030629 + Penalty 2973.700272 = -1077353.330356
  nChanged 122
		SP:Iteration 14Q (24942.010000 sec): 3 clusters
  Score: Raw -1080383.659583 + Penalty 2973.700272 = -1077409.959310
  nChanged 111
		SP:Iteration 15Q (24942.240000 sec): 3 clusters
  Score: Raw -1080440.588211 + Penalty 2973.700272 = -1077466.887939
  nChanged 106
		SP:Iteration 16Q (24942.460000 sec): 3 clusters
  Score: Raw -1080488.282952 + Penalty 2973.700272 = -1077514.582680
  nChanged 90
		SP:Iteration 17Q (24942.640000 sec): 3 clusters
  Score: Raw -1080521.110356 + Penalty 2973.700272 = -1077547.410084
  nChanged 85
		SP:Iteration 18Q (24942.900000 sec): 3 clusters
  Score: Raw -1080554.399640 + Penalty 2973.700272 = -1077580.699367
  nChanged 83
		SP:Iteration 19Q (24943.170000 sec): 3 clusters
  Score: Raw -1080596.307931 + Penalty 2973.700272 = -1077622.607658
  nChanged 95
		SP:Iteration 20F (24943.410000 sec): 3 clusters
  Score: Raw -1080634.968299 + Penalty 2973.700272 = -1077661.268027
  nChanged 72
		SP:Iteration 21Q (24943.640000 sec): 3 clusters
  Score: Raw -1080662.551047 + Penalty 2973.700272 = -1077688.850774
  nChanged 55
		SP:Iteration 22Q (24943.840000 sec): 3 clusters
  Score: Raw -1080682.639004 + Penalty 2973.700272 = -1077708.938732
  nChanged 45
		SP:Iteration 23Q (24944.060000 sec): 3 clusters
  Score: Raw -1080699.735084 + Penalty 2973.700272 = -1077726.034812
  nChanged 42
		SP:Iteration 24Q (24944.320000 sec): 3 clusters
  Score: Raw -1080717.288824 + Penalty 2973.700272 = -1077743.588551
  nChanged 38
		SP:Iteration 25Q (24944.500000 sec): 3 clusters
  Score: Raw -1080728.619750 + Penalty 2973.700272 = -1077754.919477
  nChanged 26
		SP:Iteration 26Q (24944.720000 sec): 3 clusters
  Score: Raw -1080737.360379 + Penalty 2973.700272 = -1077763.660106
  nChanged 23
		SP:Iteration 27Q (24944.970000 sec): 3 clusters
  Score: Raw -1080743.400514 + Penalty 2973.700272 = -1077769.700242
  nChanged 25
		SP:Iteration 28Q (24945.150000 sec): 3 clusters
  Score: Raw -1080748.643317 + Penalty 2973.700272 = -1077774.943045
  nChanged 17
		SP:Iteration 29Q (24945.360000 sec): 3 clusters
  Score: Raw -1080752.987423 + Penalty 2973.700272 = -1077779.287150
  nChanged 16
		SP:Iteration 30Q (24945.620000 sec): 3 clusters
  Score: Raw -1080757.658751 + Penalty 2973.700272 = -1077783.958478
  nChanged 10
		SP:Iteration 31Q (24945.810000 sec): 3 clusters
  Score: Raw -1080759.458823 + Penalty 2973.700272 = -1077785.758551
  nChanged 8
		SP:Iteration 32Q (24946.020000 sec): 3 clusters
  Score: Raw -1080760.662445 + Penalty 2973.700272 = -1077786.962172
  nChanged 6
		SP:Iteration 33Q (24946.230000 sec): 3 clusters
  Score: Raw -1080761.640793 + Penalty 2973.700272 = -1077787.940521
  nChanged 7
		SP:Iteration 34Q (24946.430000 sec): 3 clusters
  Score: Raw -1080762.998392 + Penalty 2973.700272 = -1077789.298120
  nChanged 5
		SP:Iteration 35Q (24946.630000 sec): 3 clusters
  Score: Raw -1080764.169068 + Penalty 2973.700272 = -1077790.468796
  nChanged 2
		SP:Iteration 36Q (24946.810000 sec): 3 clusters
  Score: Raw -1080764.615668 + Penalty 2973.700272 = -1077790.915396
  nChanged 0
		SP:Iteration 37F (24946.990000 sec): 3 clusters
  Score: Raw -1080764.615668 + Penalty 2973.700272 = -1077790.915396
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 40 (184 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (24947.080000 sec): 2 clusters
  Score: Raw -15575.386927 + Penalty 847.427061 = -14727.959867
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (24947.210000 sec): 3 clusters
  Score: Raw -15715.922051 + Penalty 1694.854121 = -14021.067930
  nChanged 24
		SP:Iteration 1F (24947.390000 sec): 3 clusters
  Score: Raw -15787.414853 + Penalty 1694.854121 = -14092.560731
  nChanged 4
		SP:Iteration 2Q (24947.510000 sec): 3 clusters
  Score: Raw -15801.115131 + Penalty 1694.854121 = -14106.261010
  nChanged 2
		SP:Iteration 3Q (24947.670000 sec): 3 clusters
  Score: Raw -15807.961100 + Penalty 1694.854121 = -14113.106979
  nChanged 0
		SP:Iteration 4F (24947.860000 sec): 3 clusters
  Score: Raw -15807.961100 + Penalty 1694.854121 = -14113.106979
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 41 (983 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (24947.910000 sec): 2 clusters
  Score: Raw -122269.950861 + Penalty 1119.723982 = -121150.226879
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (24948.090000 sec): 3 clusters
  Score: Raw -121971.555663 + Penalty 2239.447964 = -119732.107699
  nChanged 267
		SP:Iteration 1F (24948.280000 sec): 3 clusters
  Score: Raw -122202.025189 + Penalty 2239.447964 = -119962.577225
  nChanged 70
		SP:Iteration 2F (24948.460000 sec): 3 clusters
  Score: Raw -122265.044642 + Penalty 2239.447964 = -120025.596678
  nChanged 25
		SP:Iteration 3Q (24948.630000 sec): 3 clusters
  Score: Raw -122287.840496 + Penalty 2239.447964 = -120048.392532
  nChanged 14
		SP:Iteration 4Q (24948.840000 sec): 3 clusters
  Score: Raw -122303.002223 + Penalty 2239.447964 = -120063.554259
  nChanged 9
		SP:Iteration 5Q (24948.970000 sec): 3 clusters
  Score: Raw -122311.648014 + Penalty 2239.447964 = -120072.200050
  nChanged 5
		SP:Iteration 6Q (24949.200000 sec): 3 clusters
  Score: Raw -122314.854145 + Penalty 2239.447964 = -120075.406181
  nChanged 7
		SP:Iteration 7Q (24949.340000 sec): 3 clusters
  Score: Raw -122319.535548 + Penalty 2239.447964 = -120080.087584
  nChanged 6
		SP:Iteration 8Q (24949.470000 sec): 3 clusters
  Score: Raw -122323.785184 + Penalty 2239.447964 = -120084.337220
  nChanged 6
		SP:Iteration 9Q (24949.600000 sec): 3 clusters
  Score: Raw -122327.303572 + Penalty 2239.447964 = -120087.855608
  nChanged 4
		SP:Iteration 10Q (24949.720000 sec): 3 clusters
  Score: Raw -122330.694852 + Penalty 2239.447964 = -120091.246888
  nChanged 2
		SP:Iteration 11Q (24949.850000 sec): 3 clusters
  Score: Raw -122332.968788 + Penalty 2239.447964 = -120093.520823
  nChanged 3
		SP:Iteration 12Q (24950.000000 sec): 3 clusters
  Score: Raw -122335.464584 + Penalty 2239.447964 = -120096.016620
  nChanged 4
		SP:Iteration 13Q (24950.130000 sec): 3 clusters
  Score: Raw -122338.208158 + Penalty 2239.447964 = -120098.760194
  nChanged 4
		SP:Iteration 14Q (24950.320000 sec): 3 clusters
  Score: Raw -122341.726054 + Penalty 2239.447964 = -120102.278090
  nChanged 4
		SP:Iteration 15Q (24950.500000 sec): 3 clusters
  Score: Raw -122344.070504 + Penalty 2239.447964 = -120104.622540
  nChanged 4
		SP:Iteration 16Q (24950.690000 sec): 3 clusters
  Score: Raw -122347.051186 + Penalty 2239.447964 = -120107.603222
  nChanged 4
		SP:Iteration 17Q (24950.870000 sec): 3 clusters
  Score: Raw -122349.954088 + Penalty 2239.447964 = -120110.506124
  nChanged 4
		SP:Iteration 18Q (24951.080000 sec): 3 clusters
  Score: Raw -122352.867653 + Penalty 2239.447964 = -120113.419689
  nChanged 1
		SP:Iteration 19Q (24951.250000 sec): 3 clusters
  Score: Raw -122353.727095 + Penalty 2239.447964 = -120114.279131
  nChanged 2
		SP:Iteration 20F (24951.440000 sec): 3 clusters
  Score: Raw -122354.793628 + Penalty 2239.447964 = -120115.345663
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 42 (422 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (24951.500000 sec): 2 clusters
  Score: Raw -45821.218093 + Penalty 982.313364 = -44838.904730
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (24951.670000 sec): 3 clusters
  Score: Raw -45881.234431 + Penalty 1964.626727 = -43916.607703
  nChanged 105
		SP:Iteration 1F (24951.840000 sec): 3 clusters
  Score: Raw -46068.292915 + Penalty 1964.626727 = -44103.666188
  nChanged 32
		SP:Iteration 2F (24952.000000 sec): 3 clusters
  Score: Raw -46135.782880 + Penalty 1964.626727 = -44171.156153
  nChanged 16
		SP:Iteration 3Q (24952.160000 sec): 3 clusters
  Score: Raw -46167.309892 + Penalty 1964.626727 = -44202.683164
  nChanged 10
		SP:Iteration 4Q (24952.330000 sec): 3 clusters
  Score: Raw -46184.941344 + Penalty 1964.626727 = -44220.314617
  nChanged 5
		SP:Iteration 5Q (24952.500000 sec): 3 clusters
  Score: Raw -46204.881558 + Penalty 1964.626727 = -44240.254831
  nChanged 8
		SP:Iteration 6Q (24952.670000 sec): 3 clusters
  Score: Raw -46230.474276 + Penalty 1964.626727 = -44265.847549
  nChanged 6
		SP:Iteration 7Q (24952.820000 sec): 3 clusters
  Score: Raw -46258.497791 + Penalty 1964.626727 = -44293.871064
  nChanged 5
		SP:Iteration 8Q (24952.990000 sec): 3 clusters
  Score: Raw -46273.351406 + Penalty 1964.626727 = -44308.724678
  nChanged 0
		SP:Iteration 9F (24953.180000 sec): 3 clusters
  Score: Raw -46273.351406 + Penalty 1964.626727 = -44308.724678
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 43 (3002 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (24953.280000 sec): 2 clusters
  Score: Raw -334940.768956 + Penalty 1301.143027 = -333639.625929
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (24953.460000 sec): 3 clusters
  Score: Raw -333555.203424 + Penalty 2602.286054 = -330952.917370
  nChanged 1136
		SP:Iteration 1F (24953.620000 sec): 3 clusters
  Score: Raw -334250.273568 + Penalty 2602.286054 = -331647.987514
  nChanged 254
		SP:Iteration 2F (24953.800000 sec): 3 clusters
  Score: Raw -334444.861010 + Penalty 2602.286054 = -331842.574956
  nChanged 180
		SP:Iteration 3F (24953.940000 sec): 3 clusters
  Score: Raw -334586.195952 + Penalty 2602.286054 = -331983.909898
  nChanged 150
		SP:Iteration 4Q (24954.130000 sec): 3 clusters
  Score: Raw -334703.024247 + Penalty 2602.286054 = -332100.738193
  nChanged 111
		SP:Iteration 5Q (24954.320000 sec): 3 clusters
  Score: Raw -334788.037872 + Penalty 2602.286054 = -332185.751818
  nChanged 105
		SP:Iteration 6Q (24954.500000 sec): 3 clusters
  Score: Raw -334891.935807 + Penalty 2602.286054 = -332289.649754
  nChanged 132
		SP:Iteration 7Q (24954.680000 sec): 3 clusters
  Score: Raw -335013.738021 + Penalty 2602.286054 = -332411.451967
  nChanged 116
		SP:Iteration 8Q (24954.840000 sec): 3 clusters
  Score: Raw -335118.277355 + Penalty 2602.286054 = -332515.991301
  nChanged 104
		SP:Iteration 9Q (24955.010000 sec): 3 clusters
  Score: Raw -335194.791661 + Penalty 2602.286054 = -332592.505607
  nChanged 82
		SP:Iteration 10Q (24955.140000 sec): 3 clusters
  Score: Raw -335256.534844 + Penalty 2602.286054 = -332654.248790
  nChanged 69
		SP:Iteration 11Q (24955.320000 sec): 3 clusters
  Score: Raw -335315.483533 + Penalty 2602.286054 = -332713.197479
  nChanged 61
		SP:Iteration 12Q (24955.470000 sec): 3 clusters
  Score: Raw -335362.441713 + Penalty 2602.286054 = -332760.155659
  nChanged 57
		SP:Iteration 13Q (24955.580000 sec): 3 clusters
  Score: Raw -335420.380319 + Penalty 2602.286054 = -332818.094265
  nChanged 58
		SP:Iteration 14Q (24955.760000 sec): 3 clusters
  Score: Raw -335472.632554 + Penalty 2602.286054 = -332870.346500
  nChanged 60
		SP:Iteration 15Q (24955.880000 sec): 3 clusters
  Score: Raw -335520.012045 + Penalty 2602.286054 = -332917.725991
  nChanged 37
		SP:Iteration 16Q (24955.990000 sec): 3 clusters
  Score: Raw -335544.464636 + Penalty 2602.286054 = -332942.178582
  nChanged 25
		SP:Iteration 17Q (24956.120000 sec): 3 clusters
  Score: Raw -335575.000332 + Penalty 2602.286054 = -332972.714278
  nChanged 40
		SP:Iteration 18Q (24956.240000 sec): 3 clusters
  Score: Raw -335619.064003 + Penalty 2602.286054 = -333016.777949
  nChanged 42
		SP:Iteration 19Q (24956.450000 sec): 3 clusters
  Score: Raw -335656.738546 + Penalty 2602.286054 = -333054.452492
  nChanged 26
		SP:Iteration 20F (24956.580000 sec): 3 clusters
  Score: Raw -335674.569261 + Penalty 2602.286054 = -333072.283207
  nChanged 17
		SP:Iteration 21Q (24956.730000 sec): 3 clusters
  Score: Raw -335681.080301 + Penalty 2602.286054 = -333078.794247
  nChanged 11
		SP:Iteration 22Q (24956.950000 sec): 3 clusters
  Score: Raw -335685.266841 + Penalty 2602.286054 = -333082.980787
  nChanged 4
		SP:Iteration 23Q (24957.110000 sec): 3 clusters
  Score: Raw -335686.742939 + Penalty 2602.286054 = -333084.456885
  nChanged 2
		SP:Iteration 24Q (24957.240000 sec): 3 clusters
  Score: Raw -335687.385579 + Penalty 2602.286054 = -333085.099525
  nChanged 1
		SP:Iteration 25Q (24957.390000 sec): 3 clusters
  Score: Raw -335687.537538 + Penalty 2602.286054 = -333085.251484
  nChanged 0
		SP:Iteration 26F (24957.520000 sec): 3 clusters
  Score: Raw -335687.537538 + Penalty 2602.286054 = -333085.251484
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 44 (510 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (24957.600000 sec): 2 clusters
  Score: Raw -56268.948143 + Penalty 1013.091743 = -55255.856400
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (24957.690000 sec): 3 clusters
  Score: Raw -56221.201830 + Penalty 2026.183486 = -54195.018345
  nChanged 132
		SP:Iteration 1F (24957.830000 sec): 3 clusters
  Score: Raw -56456.525214 + Penalty 2026.183486 = -54430.341728
  nChanged 30
		SP:Iteration 2F (24957.950000 sec): 3 clusters
  Score: Raw -56538.991779 + Penalty 2026.183486 = -54512.808294
  nChanged 27
		SP:Iteration 3F (24958.080000 sec): 3 clusters
  Score: Raw -56599.909347 + Penalty 2026.183486 = -54573.725861
  nChanged 13
		SP:Iteration 4Q (24958.230000 sec): 3 clusters
  Score: Raw -56620.850823 + Penalty 2026.183486 = -54594.667337
  nChanged 8
		SP:Iteration 5Q (24958.330000 sec): 3 clusters
  Score: Raw -56634.216247 + Penalty 2026.183486 = -54608.032761
  nChanged 4
		SP:Iteration 6Q (24958.460000 sec): 3 clusters
  Score: Raw -56641.183555 + Penalty 2026.183486 = -54615.000070
  nChanged 2
		SP:Iteration 7Q (24958.590000 sec): 3 clusters
  Score: Raw -56644.705999 + Penalty 2026.183486 = -54618.522513
  nChanged 0
		SP:Iteration 8F (24958.710000 sec): 3 clusters
  Score: Raw -56644.705999 + Penalty 2026.183486 = -54618.522513
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 45 (2854 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (24958.810000 sec): 2 clusters
  Score: Raw -352588.023676 + Penalty 1292.927480 = -351295.096196
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (24958.990000 sec): 3 clusters
  Score: Raw -351231.246743 + Penalty 2585.854959 = -348645.391783
  nChanged 1059
		SP:Iteration 1F (24959.160000 sec): 3 clusters
  Score: Raw -351864.770653 + Penalty 2585.854959 = -349278.915694
  nChanged 215
		SP:Iteration 2F (24959.330000 sec): 3 clusters
  Score: Raw -352022.612280 + Penalty 2585.854959 = -349436.757320
  nChanged 156
		SP:Iteration 3F (24959.460000 sec): 3 clusters
  Score: Raw -352129.533267 + Penalty 2585.854959 = -349543.678307
  nChanged 125
		SP:Iteration 4Q (24959.630000 sec): 3 clusters
  Score: Raw -352221.155252 + Penalty 2585.854959 = -349635.300292
  nChanged 109
		SP:Iteration 5Q (24959.830000 sec): 3 clusters
  Score: Raw -352284.514210 + Penalty 2585.854959 = -349698.659251
  nChanged 76
		SP:Iteration 6Q (24959.990000 sec): 3 clusters
  Score: Raw -352333.855889 + Penalty 2585.854959 = -349748.000929
  nChanged 73
		SP:Iteration 7Q (24960.160000 sec): 3 clusters
  Score: Raw -352382.058551 + Penalty 2585.854959 = -349796.203592
  nChanged 79
		SP:Iteration 8Q (24960.310000 sec): 3 clusters
  Score: Raw -352440.774298 + Penalty 2585.854959 = -349854.919339
  nChanged 82
		SP:Iteration 9Q (24960.460000 sec): 3 clusters
  Score: Raw -352503.265908 + Penalty 2585.854959 = -349917.410948
  nChanged 74
		SP:Iteration 10Q (24960.610000 sec): 3 clusters
  Score: Raw -352553.218191 + Penalty 2585.854959 = -349967.363232
  nChanged 65
		SP:Iteration 11Q (24960.810000 sec): 3 clusters
  Score: Raw -352600.417040 + Penalty 2585.854959 = -350014.562081
  nChanged 65
		SP:Iteration 12Q (24960.960000 sec): 3 clusters
  Score: Raw -352641.505987 + Penalty 2585.854959 = -350055.651027
  nChanged 57
		SP:Iteration 13Q (24961.120000 sec): 3 clusters
  Score: Raw -352677.690212 + Penalty 2585.854959 = -350091.835253
  nChanged 46
		SP:Iteration 14Q (24961.240000 sec): 3 clusters
  Score: Raw -352701.020470 + Penalty 2585.854959 = -350115.165510
  nChanged 35
		SP:Iteration 15Q (24961.370000 sec): 3 clusters
  Score: Raw -352718.551222 + Penalty 2585.854959 = -350132.696262
  nChanged 28
		SP:Iteration 16Q (24961.450000 sec): 3 clusters
  Score: Raw -352729.191376 + Penalty 2585.854959 = -350143.336416
  nChanged 21
		SP:Iteration 17Q (24961.520000 sec): 3 clusters
  Score: Raw -352737.521621 + Penalty 2585.854959 = -350151.666661
  nChanged 17
		SP:Iteration 18Q (24961.640000 sec): 3 clusters
  Score: Raw -352744.620100 + Penalty 2585.854959 = -350158.765141
  nChanged 19
		SP:Iteration 19Q (24961.750000 sec): 3 clusters
  Score: Raw -352752.879566 + Penalty 2585.854959 = -350167.024607
  nChanged 13
		SP:Iteration 20F (24961.890000 sec): 3 clusters
  Score: Raw -352757.831690 + Penalty 2585.854959 = -350171.976731
  nChanged 10
		SP:Iteration 21Q (24962.030000 sec): 3 clusters
  Score: Raw -352760.927213 + Penalty 2585.854959 = -350175.072253
  nChanged 6
		SP:Iteration 22Q (24962.120000 sec): 3 clusters
  Score: Raw -352763.308991 + Penalty 2585.854959 = -350177.454032
  nChanged 9
		SP:Iteration 23Q (24962.250000 sec): 3 clusters
  Score: Raw -352766.146546 + Penalty 2585.854959 = -350180.291587
  nChanged 7
		SP:Iteration 24Q (24962.370000 sec): 3 clusters
  Score: Raw -352768.041050 + Penalty 2585.854959 = -350182.186091
  nChanged 7
		SP:Iteration 25Q (24962.510000 sec): 3 clusters
  Score: Raw -352770.274058 + Penalty 2585.854959 = -350184.419099
  nChanged 4
		SP:Iteration 26Q (24962.630000 sec): 3 clusters
  Score: Raw -352771.921268 + Penalty 2585.854959 = -350186.066308
  nChanged 3
		SP:Iteration 27Q (24962.770000 sec): 3 clusters
  Score: Raw -352773.366438 + Penalty 2585.854959 = -350187.511478
  nChanged 2
		SP:Iteration 28Q (24962.900000 sec): 3 clusters
  Score: Raw -352773.938850 + Penalty 2585.854959 = -350188.083891
  nChanged 1
		SP:Iteration 29Q (24963.040000 sec): 3 clusters
  Score: Raw -352774.225048 + Penalty 2585.854959 = -350188.370088
  nChanged 1
		SP:Iteration 30Q (24963.220000 sec): 3 clusters
  Score: Raw -352774.566494 + Penalty 2585.854959 = -350188.711534
  nChanged 1
		SP:Iteration 31Q (24963.310000 sec): 3 clusters
  Score: Raw -352775.142540 + Penalty 2585.854959 = -350189.287581
  nChanged 2
		SP:Iteration 32Q (24963.440000 sec): 3 clusters
  Score: Raw -352776.739032 + Penalty 2585.854959 = -350190.884073
  nChanged 3
		SP:Iteration 33Q (24963.570000 sec): 3 clusters
  Score: Raw -352777.853308 + Penalty 2585.854959 = -350191.998349
  nChanged 3
		SP:Iteration 34Q (24963.710000 sec): 3 clusters
  Score: Raw -352778.484343 + Penalty 2585.854959 = -350192.629384
  nChanged 1
		SP:Iteration 35Q (24963.900000 sec): 3 clusters
  Score: Raw -352779.238161 + Penalty 2585.854959 = -350193.383201
  nChanged 2
		SP:Iteration 36Q (24964.060000 sec): 3 clusters
  Score: Raw -352780.516784 + Penalty 2585.854959 = -350194.661825
  nChanged 1
		SP:Iteration 37Q (24964.200000 sec): 3 clusters
  Score: Raw -352780.714487 + Penalty 2585.854959 = -350194.859527
  nChanged 1
		SP:Iteration 38Q (24964.330000 sec): 3 clusters
  Score: Raw -352781.072655 + Penalty 2585.854959 = -350195.217696
  nChanged 2
		SP:Iteration 39Q (24964.480000 sec): 3 clusters
  Score: Raw -352781.490125 + Penalty 2585.854959 = -350195.635165
  nChanged 1
		SP:Iteration 40F (24964.640000 sec): 3 clusters
  Score: Raw -352781.889127 + Penalty 2585.854959 = -350196.034168
  nChanged 3
		SP:Iteration 41Q (24964.800000 sec): 3 clusters
  Score: Raw -352782.708068 + Penalty 2585.854959 = -350196.853108
  nChanged 4
		SP:Iteration 42Q (24964.960000 sec): 3 clusters
  Score: Raw -352783.880312 + Penalty 2585.854959 = -350198.025353
  nChanged 4
		SP:Iteration 43Q (24965.080000 sec): 3 clusters
  Score: Raw -352785.050317 + Penalty 2585.854959 = -350199.195357
  nChanged 2
		SP:Iteration 44Q (24965.190000 sec): 3 clusters
  Score: Raw -352785.563910 + Penalty 2585.854959 = -350199.708951
  nChanged 1
		SP:Iteration 45Q (24965.340000 sec): 3 clusters
  Score: Raw -352785.839642 + Penalty 2585.854959 = -350199.984683
  nChanged 2
		SP:Iteration 46Q (24965.530000 sec): 3 clusters
  Score: Raw -352786.130665 + Penalty 2585.854959 = -350200.275706
  nChanged 0
		SP:Iteration 47F (24965.650000 sec): 3 clusters
  Score: Raw -352786.130665 + Penalty 2585.854959 = -350200.275706
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 46 (351 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (24965.760000 sec): 2 clusters
  Score: Raw -29278.362435 + Penalty 952.377761 = -28325.984674
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (24965.910000 sec): 3 clusters
  Score: Raw -29326.578205 + Penalty 1904.755523 = -27421.822682
  nChanged 74
		SP:Iteration 1F (24966.030000 sec): 3 clusters
  Score: Raw -29551.442106 + Penalty 1904.755523 = -27646.686583
  nChanged 26
		SP:Iteration 2F (24966.170000 sec): 3 clusters
  Score: Raw -29656.756775 + Penalty 1904.755523 = -27752.001252
  nChanged 16
		SP:Iteration 3Q (24966.310000 sec): 3 clusters
  Score: Raw -29721.456417 + Penalty 1904.755523 = -27816.700894
  nChanged 9
		SP:Iteration 4Q (24966.470000 sec): 3 clusters
  Score: Raw -29757.121299 + Penalty 1904.755523 = -27852.365776
  nChanged 12
		SP:Iteration 5Q (24966.650000 sec): 3 clusters
  Score: Raw -29832.115785 + Penalty 1904.755523 = -27927.360262
  nChanged 9
		SP:Iteration 6Q (24966.780000 sec): 3 clusters
  Score: Raw -29850.750188 + Penalty 1904.755523 = -27945.994665
  nChanged 4
		SP:Iteration 7Q (24966.980000 sec): 3 clusters
  Score: Raw -29870.082735 + Penalty 1904.755523 = -27965.327212
  nChanged 3
		SP:Iteration 8Q (24967.110000 sec): 3 clusters
  Score: Raw -29884.084474 + Penalty 1904.755523 = -27979.328951
  nChanged 4
		SP:Iteration 9Q (24967.280000 sec): 3 clusters
  Score: Raw -29896.896882 + Penalty 1904.755523 = -27992.141360
  nChanged 2
		SP:Iteration 10Q (24967.440000 sec): 3 clusters
  Score: Raw -29902.604599 + Penalty 1904.755523 = -27997.849076
  nChanged 0
		SP:Iteration 11F (24967.620000 sec): 3 clusters
  Score: Raw -29902.604599 + Penalty 1904.755523 = -27997.849076
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 47 (1529 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (24967.710000 sec): 2 clusters
  Score: Raw -182353.141640 + Penalty 1191.509996 = -181161.631644
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (24967.860000 sec): 3 clusters
  Score: Raw -181746.991473 + Penalty 2383.019992 = -179363.971482
  nChanged 497
		SP:Iteration 1F (24968.010000 sec): 3 clusters
  Score: Raw -182089.272246 + Penalty 2383.019992 = -179706.252255
  nChanged 121
		SP:Iteration 2F (24968.160000 sec): 3 clusters
  Score: Raw -182197.738182 + Penalty 2383.019992 = -179814.718190
  nChanged 65
		SP:Iteration 3Q (24968.330000 sec): 3 clusters
  Score: Raw -182244.738053 + Penalty 2383.019992 = -179861.718061
  nChanged 48
		SP:Iteration 4Q (24968.460000 sec): 3 clusters
  Score: Raw -182285.311107 + Penalty 2383.019992 = -179902.291115
  nChanged 47
		SP:Iteration 5Q (24968.610000 sec): 3 clusters
  Score: Raw -182320.744100 + Penalty 2383.019992 = -179937.724108
  nChanged 33
		SP:Iteration 6Q (24968.760000 sec): 3 clusters
  Score: Raw -182339.025323 + Penalty 2383.019992 = -179956.005331
  nChanged 13
		SP:Iteration 7Q (24968.920000 sec): 3 clusters
  Score: Raw -182349.317794 + Penalty 2383.019992 = -179966.297802
  nChanged 18
		SP:Iteration 8Q (24969.070000 sec): 3 clusters
  Score: Raw -182361.442965 + Penalty 2383.019992 = -179978.422973
  nChanged 18
		SP:Iteration 9Q (24969.220000 sec): 3 clusters
  Score: Raw -182371.754619 + Penalty 2383.019992 = -179988.734628
  nChanged 15
		SP:Iteration 10Q (24969.410000 sec): 3 clusters
  Score: Raw -182381.898079 + Penalty 2383.019992 = -179998.878087
  nChanged 10
		SP:Iteration 11Q (24969.570000 sec): 3 clusters
  Score: Raw -182390.385333 + Penalty 2383.019992 = -180007.365341
  nChanged 8
		SP:Iteration 12Q (24969.730000 sec): 3 clusters
  Score: Raw -182401.810189 + Penalty 2383.019992 = -180018.790197
  nChanged 12
		SP:Iteration 13Q (24969.900000 sec): 3 clusters
  Score: Raw -182408.303367 + Penalty 2383.019992 = -180025.283376
  nChanged 8
		SP:Iteration 14Q (24970.040000 sec): 3 clusters
  Score: Raw -182415.253186 + Penalty 2383.019992 = -180032.233194
  nChanged 12
		SP:Iteration 15Q (24970.210000 sec): 3 clusters
  Score: Raw -182423.838236 + Penalty 2383.019992 = -180040.818244
  nChanged 15
		SP:Iteration 16Q (24970.380000 sec): 3 clusters
  Score: Raw -182436.407787 + Penalty 2383.019992 = -180053.387795
  nChanged 13
		SP:Iteration 17Q (24970.560000 sec): 3 clusters
  Score: Raw -182445.939759 + Penalty 2383.019992 = -180062.919767
  nChanged 10
		SP:Iteration 18Q (24970.740000 sec): 3 clusters
  Score: Raw -182451.454111 + Penalty 2383.019992 = -180068.434119
  nChanged 11
		SP:Iteration 19Q (24970.910000 sec): 3 clusters
  Score: Raw -182457.269257 + Penalty 2383.019992 = -180074.249265
  nChanged 15
		SP:Iteration 20F (24971.090000 sec): 3 clusters
  Score: Raw -182464.878773 + Penalty 2383.019992 = -180081.858781
  nChanged 12
		SP:Iteration 21Q (24971.220000 sec): 3 clusters
  Score: Raw -182469.236846 + Penalty 2383.019992 = -180086.216854
  nChanged 9
		SP:Iteration 22Q (24971.340000 sec): 3 clusters
  Score: Raw -182475.870474 + Penalty 2383.019992 = -180092.850482
  nChanged 10
		SP:Iteration 23Q (24971.500000 sec): 3 clusters
  Score: Raw -182479.683480 + Penalty 2383.019992 = -180096.663488
  nChanged 7
		SP:Iteration 24Q (24971.660000 sec): 3 clusters
  Score: Raw -182482.675043 + Penalty 2383.019992 = -180099.655051
  nChanged 4
		SP:Iteration 25Q (24971.800000 sec): 3 clusters
  Score: Raw -182485.229539 + Penalty 2383.019992 = -180102.209547
  nChanged 7
		SP:Iteration 26Q (24971.960000 sec): 3 clusters
  Score: Raw -182490.598743 + Penalty 2383.019992 = -180107.578751
  nChanged 7
		SP:Iteration 27Q (24972.080000 sec): 3 clusters
  Score: Raw -182494.230768 + Penalty 2383.019992 = -180111.210776
  nChanged 7
		SP:Iteration 28Q (24972.200000 sec): 3 clusters
  Score: Raw -182496.192836 + Penalty 2383.019992 = -180113.172844
  nChanged 2
		SP:Iteration 29Q (24972.340000 sec): 3 clusters
  Score: Raw -182497.369770 + Penalty 2383.019992 = -180114.349779
  nChanged 2
		SP:Iteration 30Q (24972.520000 sec): 3 clusters
  Score: Raw -182498.927778 + Penalty 2383.019992 = -180115.907786
  nChanged 0
		SP:Iteration 31F (24972.690000 sec): 3 clusters
  Score: Raw -182498.927778 + Penalty 2383.019992 = -180115.907786
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 48 (1271 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (24972.760000 sec): 2 clusters
  Score: Raw -149713.174754 + Penalty 1161.478382 = -148551.696372
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (24972.950000 sec): 3 clusters
  Score: Raw -149346.763842 + Penalty 2322.956763 = -147023.807079
  nChanged 421
		SP:Iteration 1F (24973.080000 sec): 3 clusters
  Score: Raw -149793.999763 + Penalty 2322.956763 = -147471.043000
  nChanged 148
		SP:Iteration 2F (24973.290000 sec): 3 clusters
  Score: Raw -150071.876272 + Penalty 2322.956763 = -147748.919509
  nChanged 113
		SP:Iteration 3F (24973.410000 sec): 3 clusters
  Score: Raw -150254.208578 + Penalty 2322.956763 = -147931.251815
  nChanged 89
		SP:Iteration 4F (24973.570000 sec): 3 clusters
  Score: Raw -150392.319451 + Penalty 2322.956763 = -148069.362688
  nChanged 70
		SP:Iteration 5F (24973.700000 sec): 3 clusters
  Score: Raw -150511.566548 + Penalty 2322.956763 = -148188.609785
  nChanged 40
		SP:Iteration 6Q (24973.870000 sec): 3 clusters
  Score: Raw -150597.604048 + Penalty 2322.956763 = -148274.647285
  nChanged 32
		SP:Iteration 7Q (24974.040000 sec): 3 clusters
  Score: Raw -150649.579223 + Penalty 2322.956763 = -148326.622460
  nChanged 24
		SP:Iteration 8Q (24974.200000 sec): 3 clusters
  Score: Raw -150686.275653 + Penalty 2322.956763 = -148363.318890
  nChanged 13
		SP:Iteration 9Q (24974.310000 sec): 3 clusters
  Score: Raw -150705.300675 + Penalty 2322.956763 = -148382.343912
  nChanged 5
		SP:Iteration 10Q (24974.460000 sec): 3 clusters
  Score: Raw -150710.760126 + Penalty 2322.956763 = -148387.803363
  nChanged 0
		SP:Iteration 11F (24974.680000 sec): 3 clusters
  Score: Raw -150710.760126 + Penalty 2322.956763 = -148387.803363
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 49 (303 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (24974.740000 sec): 2 clusters
  Score: Raw -19273.221685 + Penalty 928.481581 = -18344.740104
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (24974.830000 sec): 3 clusters
  Score: Raw -19394.628197 + Penalty 1856.963162 = -17537.665035
  nChanged 70
		SP:Iteration 1F (24974.940000 sec): 3 clusters
  Score: Raw -19648.574790 + Penalty 1856.963162 = -17791.611628
  nChanged 26
		SP:Iteration 2F (24975.120000 sec): 3 clusters
  Score: Raw -19756.845809 + Penalty 1856.963162 = -17899.882648
  nChanged 12
		SP:Iteration 3Q (24975.240000 sec): 3 clusters
  Score: Raw -19789.360875 + Penalty 1856.963162 = -17932.397713
  nChanged 3
		SP:Iteration 4Q (24975.390000 sec): 3 clusters
  Score: Raw -19803.293259 + Penalty 1856.963162 = -17946.330098
  nChanged 4
		SP:Iteration 5Q (24975.550000 sec): 3 clusters
  Score: Raw -19832.620877 + Penalty 1856.963162 = -17975.657715
  nChanged 7
		SP:Iteration 6Q (24975.710000 sec): 3 clusters
  Score: Raw -19855.218766 + Penalty 1856.963162 = -17998.255604
  nChanged 11
		SP:Iteration 7Q (24975.870000 sec): 3 clusters
  Score: Raw -19894.320625 + Penalty 1856.963162 = -18037.357463
  nChanged 4
		SP:Iteration 8Q (24976.030000 sec): 3 clusters
  Score: Raw -19909.483371 + Penalty 1856.963162 = -18052.520210
  nChanged 3
		SP:Iteration 9Q (24976.190000 sec): 3 clusters
  Score: Raw -19924.525003 + Penalty 1856.963162 = -18067.561841
  nChanged 3
		SP:Iteration 10Q (24976.350000 sec): 3 clusters
  Score: Raw -19936.257769 + Penalty 1856.963162 = -18079.294607
  nChanged 3
		SP:Iteration 11Q (24976.510000 sec): 3 clusters
  Score: Raw -19970.809930 + Penalty 1856.963162 = -18113.846768
  nChanged 2
		SP:Iteration 12Q (24976.670000 sec): 3 clusters
  Score: Raw -19992.786749 + Penalty 1856.963162 = -18135.823587
  nChanged 2
		SP:Iteration 13Q (24976.830000 sec): 3 clusters
  Score: Raw -20008.697464 + Penalty 1856.963162 = -18151.734302
  nChanged 1
		SP:Iteration 14Q (24976.990000 sec): 3 clusters
  Score: Raw -20030.435915 + Penalty 1856.963162 = -18173.472753
  nChanged 2
		SP:Iteration 15Q (24977.130000 sec): 3 clusters
  Score: Raw -20033.848180 + Penalty 1856.963162 = -18176.885018
  nChanged 1
		SP:Iteration 16Q (24977.270000 sec): 3 clusters
  Score: Raw -20037.597470 + Penalty 1856.963162 = -18180.634308
  nChanged 1
		SP:Iteration 17Q (24977.420000 sec): 3 clusters
  Score: Raw -20043.005380 + Penalty 1856.963162 = -18186.042218
  nChanged 1
		SP:Iteration 18Q (24977.560000 sec): 3 clusters
  Score: Raw -20043.929819 + Penalty 1856.963162 = -18186.966657
  nChanged 0
		SP:Iteration 19F (24977.710000 sec): 3 clusters
  Score: Raw -20043.929819 + Penalty 1856.963162 = -18186.966657
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 50 (8198 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (24977.830000 sec): 2 clusters
  Score: Raw -994909.829270 + Penalty 1464.392394 = -993445.436876
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (24978.000000 sec): 3 clusters
  Score: Raw -990422.786088 + Penalty 2928.784788 = -987494.001300
  nChanged 3433
		SP:Iteration 1F (24978.180000 sec): 3 clusters
  Score: Raw -992260.096747 + Penalty 2928.784788 = -989331.311959
  nChanged 529
		SP:Iteration 2F (24978.360000 sec): 3 clusters
  Score: Raw -992505.367498 + Penalty 2928.784788 = -989576.582711
  nChanged 444
		SP:Iteration 3F (24978.540000 sec): 3 clusters
  Score: Raw -992713.379904 + Penalty 2928.784788 = -989784.595116
  nChanged 398
		SP:Iteration 4Q (24978.720000 sec): 3 clusters
  Score: Raw -992911.605547 + Penalty 2928.784788 = -989982.820760
  nChanged 368
		SP:Iteration 5Q (24978.900000 sec): 3 clusters
  Score: Raw -993102.840314 + Penalty 2928.784788 = -990174.055526
  nChanged 346
		SP:Iteration 6Q (24979.080000 sec): 3 clusters
  Score: Raw -993268.761586 + Penalty 2928.784788 = -990339.976798
  nChanged 309
		SP:Iteration 7Q (24979.260000 sec): 3 clusters
  Score: Raw -993415.049565 + Penalty 2928.784788 = -990486.264777
  nChanged 293
		SP:Iteration 8Q (24979.440000 sec): 3 clusters
  Score: Raw -993555.945692 + Penalty 2928.784788 = -990627.160904
  nChanged 268
		SP:Iteration 9Q (24979.620000 sec): 3 clusters
  Score: Raw -993675.076961 + Penalty 2928.784788 = -990746.292173
  nChanged 260
		SP:Iteration 10Q (24979.810000 sec): 3 clusters
  Score: Raw -993797.458266 + Penalty 2928.784788 = -990868.673478
  nChanged 241
		SP:Iteration 11Q (24979.990000 sec): 3 clusters
  Score: Raw -993906.803714 + Penalty 2928.784788 = -990978.018926
  nChanged 244
		SP:Iteration 12Q (24980.170000 sec): 3 clusters
  Score: Raw -994018.539041 + Penalty 2928.784788 = -991089.754253
  nChanged 243
		SP:Iteration 13Q (24980.350000 sec): 3 clusters
  Score: Raw -994138.883298 + Penalty 2928.784788 = -991210.098510
  nChanged 221
		SP:Iteration 14Q (24980.530000 sec): 3 clusters
  Score: Raw -994250.123829 + Penalty 2928.784788 = -991321.339041
  nChanged 196
		SP:Iteration 15Q (24980.710000 sec): 3 clusters
  Score: Raw -994351.021629 + Penalty 2928.784788 = -991422.236841
  nChanged 201
		SP:Iteration 16Q (24980.890000 sec): 3 clusters
  Score: Raw -994449.544450 + Penalty 2928.784788 = -991520.759662
  nChanged 185
		SP:Iteration 17Q (24981.070000 sec): 3 clusters
  Score: Raw -994536.648414 + Penalty 2928.784788 = -991607.863626
  nChanged 154
		SP:Iteration 18Q (24981.250000 sec): 3 clusters
  Score: Raw -994605.657571 + Penalty 2928.784788 = -991676.872783
  nChanged 131
		SP:Iteration 19Q (24981.430000 sec): 3 clusters
  Score: Raw -994653.491138 + Penalty 2928.784788 = -991724.706350
  nChanged 98
		SP:Iteration 20F (24981.610000 sec): 3 clusters
  Score: Raw -994693.441667 + Penalty 2928.784788 = -991764.656879
  nChanged 101
		SP:Iteration 21Q (24981.790000 sec): 3 clusters
  Score: Raw -994731.033524 + Penalty 2928.784788 = -991802.248736
  nChanged 107
		SP:Iteration 22Q (24982.060000 sec): 3 clusters
  Score: Raw -994776.213251 + Penalty 2928.784788 = -991847.428463
  nChanged 120
		SP:Iteration 23Q (24982.280000 sec): 3 clusters
  Score: Raw -994819.815365 + Penalty 2928.784788 = -991891.030577
  nChanged 107
		SP:Iteration 24Q (24982.610000 sec): 3 clusters
  Score: Raw -994863.816182 + Penalty 2928.784788 = -991935.031395
  nChanged 112
		SP:Iteration 25Q (24982.880000 sec): 3 clusters
  Score: Raw -994911.077935 + Penalty 2928.784788 = -991982.293147
  nChanged 94
		SP:Iteration 26Q (24983.040000 sec): 3 clusters
  Score: Raw -994944.392797 + Penalty 2928.784788 = -992015.608009
  nChanged 89
		SP:Iteration 27Q (24983.260000 sec): 3 clusters
  Score: Raw -994975.882836 + Penalty 2928.784788 = -992047.098048
  nChanged 82
		SP:Iteration 28Q (24983.510000 sec): 3 clusters
  Score: Raw -994999.667964 + Penalty 2928.784788 = -992070.883176
  nChanged 63
		SP:Iteration 29Q (24983.690000 sec): 3 clusters
  Score: Raw -995017.229136 + Penalty 2928.784788 = -992088.444348
  nChanged 58
		SP:Iteration 30Q (24983.840000 sec): 3 clusters
  Score: Raw -995033.989192 + Penalty 2928.784788 = -992105.204404
  nChanged 58
		SP:Iteration 31Q (24983.970000 sec): 3 clusters
  Score: Raw -995049.494518 + Penalty 2928.784788 = -992120.709730
  nChanged 51
		SP:Iteration 32Q (24984.130000 sec): 3 clusters
  Score: Raw -995062.323382 + Penalty 2928.784788 = -992133.538594
  nChanged 39
		SP:Iteration 33Q (24984.300000 sec): 3 clusters
  Score: Raw -995069.873756 + Penalty 2928.784788 = -992141.088968
  nChanged 28
		SP:Iteration 34Q (24984.560000 sec): 3 clusters
  Score: Raw -995076.067993 + Penalty 2928.784788 = -992147.283206
  nChanged 28
		SP:Iteration 35Q (24984.800000 sec): 3 clusters
  Score: Raw -995082.270325 + Penalty 2928.784788 = -992153.485537
  nChanged 30
		SP:Iteration 36Q (24985.030000 sec): 3 clusters
  Score: Raw -995088.657008 + Penalty 2928.784788 = -992159.872220
  nChanged 26
		SP:Iteration 37Q (24985.230000 sec): 3 clusters
  Score: Raw -995094.210484 + Penalty 2928.784788 = -992165.425696
  nChanged 19
		SP:Iteration 38Q (24985.450000 sec): 3 clusters
  Score: Raw -995097.450501 + Penalty 2928.784788 = -992168.665713
  nChanged 16
		SP:Iteration 39Q (24985.690000 sec): 3 clusters
  Score: Raw -995100.964228 + Penalty 2928.784788 = -992172.179440
  nChanged 17
		SP:Iteration 40F (24985.890000 sec): 3 clusters
  Score: Raw -995103.933914 + Penalty 2928.784788 = -992175.149126
  nChanged 17
		SP:Iteration 41Q (24986.070000 sec): 3 clusters
  Score: Raw -995107.046615 + Penalty 2928.784788 = -992178.261827
  nChanged 17
		SP:Iteration 42Q (24986.270000 sec): 3 clusters
  Score: Raw -995111.818464 + Penalty 2928.784788 = -992183.033676
  nChanged 16
		SP:Iteration 43Q (24986.500000 sec): 3 clusters
  Score: Raw -995114.947343 + Penalty 2928.784788 = -992186.162556
  nChanged 16
		SP:Iteration 44Q (24986.700000 sec): 3 clusters
  Score: Raw -995117.391430 + Penalty 2928.784788 = -992188.606642
  nChanged 15
		SP:Iteration 45Q (24986.930000 sec): 3 clusters
  Score: Raw -995119.970333 + Penalty 2928.784788 = -992191.185546
  nChanged 19
		SP:Iteration 46Q (24987.130000 sec): 3 clusters
  Score: Raw -995122.635304 + Penalty 2928.784788 = -992193.850516
  nChanged 15
		SP:Iteration 47Q (24987.350000 sec): 3 clusters
  Score: Raw -995125.212076 + Penalty 2928.784788 = -992196.427289
  nChanged 12
		SP:Iteration 48Q (24987.610000 sec): 3 clusters
  Score: Raw -995127.910704 + Penalty 2928.784788 = -992199.125916
  nChanged 16
		SP:Iteration 49Q (24987.830000 sec): 3 clusters
  Score: Raw -995131.251082 + Penalty 2928.784788 = -992202.466294
  nChanged 12
		SP:Iteration 50Q (24988.070000 sec): 3 clusters
  Score: Raw -995133.593339 + Penalty 2928.784788 = -992204.808551
  nChanged 11
		SP:Iteration 51Q (24988.320000 sec): 3 clusters
  Score: Raw -995136.012063 + Penalty 2928.784788 = -992207.227275
  nChanged 10
		SP:Iteration 52Q (24988.540000 sec): 3 clusters
  Score: Raw -995137.414258 + Penalty 2928.784788 = -992208.629470
  nChanged 11
		SP:Iteration 53Q (24988.790000 sec): 3 clusters
  Score: Raw -995138.550519 + Penalty 2928.784788 = -992209.765731
  nChanged 4
		SP:Iteration 54Q (24989.010000 sec): 3 clusters
  Score: Raw -995139.284837 + Penalty 2928.784788 = -992210.500049
  nChanged 8
		SP:Iteration 55Q (24989.240000 sec): 3 clusters
  Score: Raw -995140.282817 + Penalty 2928.784788 = -992211.498029
  nChanged 8
		SP:Iteration 56Q (24989.440000 sec): 3 clusters
  Score: Raw -995141.205061 + Penalty 2928.784788 = -992212.420273
  nChanged 4
		SP:Iteration 57Q (24989.640000 sec): 3 clusters
  Score: Raw -995141.681072 + Penalty 2928.784788 = -992212.896284
  nChanged 5
		SP:Iteration 58Q (24989.840000 sec): 3 clusters
  Score: Raw -995143.031935 + Penalty 2928.784788 = -992214.247147
  nChanged 7
		SP:Iteration 59Q (24990.100000 sec): 3 clusters
  Score: Raw -995144.238243 + Penalty 2928.784788 = -992215.453455
  nChanged 8
		SP:Iteration 60F (24990.270000 sec): 3 clusters
  Score: Raw -995145.551145 + Penalty 2928.784788 = -992216.766357
  nChanged 8
		SP:Iteration 61Q (24990.500000 sec): 3 clusters
  Score: Raw -995146.170840 + Penalty 2928.784788 = -992217.386052
  nChanged 6
		SP:Iteration 62Q (24990.670000 sec): 3 clusters
  Score: Raw -995146.791043 + Penalty 2928.784788 = -992218.006256
  nChanged 4
		SP:Iteration 63Q (24990.840000 sec): 3 clusters
  Score: Raw -995147.431890 + Penalty 2928.784788 = -992218.647103
  nChanged 4
		SP:Iteration 64Q (24991.080000 sec): 3 clusters
  Score: Raw -995147.882725 + Penalty 2928.784788 = -992219.097937
  nChanged 4
		SP:Iteration 65Q (24991.320000 sec): 3 clusters
  Score: Raw -995148.367040 + Penalty 2928.784788 = -992219.582252
  nChanged 4
		SP:Iteration 66Q (24991.520000 sec): 3 clusters
  Score: Raw -995148.857641 + Penalty 2928.784788 = -992220.072853
  nChanged 1
		SP:Iteration 67Q (24991.710000 sec): 3 clusters
  Score: Raw -995148.987027 + Penalty 2928.784788 = -992220.202239
  nChanged 1
		SP:Iteration 68Q (24991.920000 sec): 3 clusters
  Score: Raw -995149.079922 + Penalty 2928.784788 = -992220.295134
  nChanged 0
		SP:Iteration 69F (24992.130000 sec): 3 clusters
  Score: Raw -995149.079922 + Penalty 2928.784788 = -992220.295134
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 51 (386 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (24992.200000 sec): 2 clusters
  Score: Raw -37054.053990 + Penalty 967.823573 = -36086.230417
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (24992.340000 sec): 3 clusters
  Score: Raw -37092.569280 + Penalty 1935.647145 = -35156.922135
  nChanged 88
		SP:Iteration 1F (24992.480000 sec): 3 clusters
  Score: Raw -37238.810519 + Penalty 1935.647145 = -35303.163374
  nChanged 23
		SP:Iteration 2F (24992.610000 sec): 3 clusters
  Score: Raw -37301.510654 + Penalty 1935.647145 = -35365.863509
  nChanged 18
		SP:Iteration 3Q (24992.740000 sec): 3 clusters
  Score: Raw -37339.661851 + Penalty 1935.647145 = -35404.014706
  nChanged 11
		SP:Iteration 4Q (24992.940000 sec): 3 clusters
  Score: Raw -37361.556217 + Penalty 1935.647145 = -35425.909072
  nChanged 7
		SP:Iteration 5Q (24993.120000 sec): 3 clusters
  Score: Raw -37383.744441 + Penalty 1935.647145 = -35448.097296
  nChanged 5
		SP:Iteration 6Q (24993.300000 sec): 3 clusters
  Score: Raw -37394.199839 + Penalty 1935.647145 = -35458.552694
  nChanged 6
		SP:Iteration 7Q (24993.490000 sec): 3 clusters
  Score: Raw -37412.729688 + Penalty 1935.647145 = -35477.082543
  nChanged 6
		SP:Iteration 8Q (24993.650000 sec): 3 clusters
  Score: Raw -37425.470041 + Penalty 1935.647145 = -35489.822896
  nChanged 2
		SP:Iteration 9Q (24993.760000 sec): 3 clusters
  Score: Raw -37434.334995 + Penalty 1935.647145 = -35498.687850
  nChanged 1
		SP:Iteration 10Q (24993.940000 sec): 3 clusters
  Score: Raw -37435.461147 + Penalty 1935.647145 = -35499.814001
  nChanged 1
		SP:Iteration 11Q (24994.090000 sec): 3 clusters
  Score: Raw -37437.046826 + Penalty 1935.647145 = -35501.399681
  nChanged 2
		SP:Iteration 12Q (24994.230000 sec): 3 clusters
  Score: Raw -37441.071585 + Penalty 1935.647145 = -35505.424440
  nChanged 1
		SP:Iteration 13Q (24994.380000 sec): 3 clusters
  Score: Raw -37442.299118 + Penalty 1935.647145 = -35506.651973
  nChanged 0
		SP:Iteration 14F (24994.520000 sec): 3 clusters
  Score: Raw -37442.299118 + Penalty 1935.647145 = -35506.651973
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 52 (70 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (24994.600000 sec): 2 clusters
  Score: Raw -8367.593386 + Penalty 690.380477 = -7677.212909
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (24994.770000 sec): 3 clusters
  Score: Raw -8711.057235 + Penalty 1380.760954 = -7330.296282
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 53 (12678 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (24994.910000 sec): 2 clusters
  Score: Raw -1548338.917253 + Penalty 1535.238817 = -1546803.678437
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (24995.180000 sec): 3 clusters
  Score: Raw -1540968.753476 + Penalty 3070.477633 = -1537898.275843
  nChanged 5533
		SP:Iteration 1F (24995.400000 sec): 3 clusters
  Score: Raw -1543864.337937 + Penalty 3070.477633 = -1540793.860304
  nChanged 724
		SP:Iteration 2F (24995.670000 sec): 3 clusters
  Score: Raw -1544148.015918 + Penalty 3070.477633 = -1541077.538284
  nChanged 613
		SP:Iteration 3Q (24995.850000 sec): 3 clusters
  Score: Raw -1544415.443172 + Penalty 3070.477633 = -1541344.965538
  nChanged 590
		SP:Iteration 4Q (24996.160000 sec): 3 clusters
  Score: Raw -1544667.768074 + Penalty 3070.477633 = -1541597.290440
  nChanged 574
		SP:Iteration 5Q (24996.350000 sec): 3 clusters
  Score: Raw -1544908.967770 + Penalty 3070.477633 = -1541838.490137
  nChanged 539
		SP:Iteration 6Q (24996.590000 sec): 3 clusters
  Score: Raw -1545145.052969 + Penalty 3070.477633 = -1542074.575335
  nChanged 518
		SP:Iteration 7Q (24996.850000 sec): 3 clusters
  Score: Raw -1545365.797288 + Penalty 3070.477633 = -1542295.319655
  nChanged 521
		SP:Iteration 8Q (24997.090000 sec): 3 clusters
  Score: Raw -1545618.240380 + Penalty 3070.477633 = -1542547.762747
  nChanged 541
		SP:Iteration 9Q (24997.300000 sec): 3 clusters
  Score: Raw -1545944.673150 + Penalty 3070.477633 = -1542874.195516
  nChanged 577
		SP:Iteration 10Q (24997.510000 sec): 3 clusters
  Score: Raw -1546303.127228 + Penalty 3070.477633 = -1543232.649594
  nChanged 576
		SP:Iteration 11Q (24997.800000 sec): 3 clusters
  Score: Raw -1546695.731141 + Penalty 3070.477633 = -1543625.253508
  nChanged 534
		SP:Iteration 12Q (24998.100000 sec): 3 clusters
  Score: Raw -1547085.451967 + Penalty 3070.477633 = -1544014.974334
  nChanged 469
		SP:Iteration 13Q (24998.430000 sec): 3 clusters
  Score: Raw -1547432.231174 + Penalty 3070.477633 = -1544361.753541
  nChanged 383
		SP:Iteration 14Q (24998.670000 sec): 3 clusters
  Score: Raw -1547704.772378 + Penalty 3070.477633 = -1544634.294745
  nChanged 267
		SP:Iteration 15Q (24998.970000 sec): 3 clusters
  Score: Raw -1547884.811459 + Penalty 3070.477633 = -1544814.333826
  nChanged 211
		SP:Iteration 16Q (24999.230000 sec): 3 clusters
  Score: Raw -1548025.540170 + Penalty 3070.477633 = -1544955.062536
  nChanged 173
		SP:Iteration 17Q (24999.430000 sec): 3 clusters
  Score: Raw -1548147.679335 + Penalty 3070.477633 = -1545077.201701
  nChanged 132
		SP:Iteration 18Q (24999.630000 sec): 3 clusters
  Score: Raw -1548243.855818 + Penalty 3070.477633 = -1545173.378185
  nChanged 98
		SP:Iteration 19Q (24999.890000 sec): 3 clusters
  Score: Raw -1548308.507532 + Penalty 3070.477633 = -1545238.029898
  nChanged 71
		SP:Iteration 20F (25000.080000 sec): 3 clusters
  Score: Raw -1548354.339517 + Penalty 3070.477633 = -1545283.861884
  nChanged 58
		SP:Iteration 21Q (25000.340000 sec): 3 clusters
  Score: Raw -1548389.508239 + Penalty 3070.477633 = -1545319.030605
  nChanged 48
		SP:Iteration 22Q (25000.560000 sec): 3 clusters
  Score: Raw -1548423.428652 + Penalty 3070.477633 = -1545352.951019
  nChanged 41
		SP:Iteration 23Q (25000.820000 sec): 3 clusters
  Score: Raw -1548451.393789 + Penalty 3070.477633 = -1545380.916156
  nChanged 29
		SP:Iteration 24Q (25001.050000 sec): 3 clusters
  Score: Raw -1548468.546969 + Penalty 3070.477633 = -1545398.069336
  nChanged 20
		SP:Iteration 25Q (25001.370000 sec): 3 clusters
  Score: Raw -1548479.414925 + Penalty 3070.477633 = -1545408.937292
  nChanged 14
		SP:Iteration 26Q (25001.610000 sec): 3 clusters
  Score: Raw -1548488.877665 + Penalty 3070.477633 = -1545418.400031
  nChanged 15
		SP:Iteration 27Q (25001.890000 sec): 3 clusters
  Score: Raw -1548495.703845 + Penalty 3070.477633 = -1545425.226212
  nChanged 11
		SP:Iteration 28Q (25002.190000 sec): 3 clusters
  Score: Raw -1548501.429757 + Penalty 3070.477633 = -1545430.952124
  nChanged 11
		SP:Iteration 29Q (25002.380000 sec): 3 clusters
  Score: Raw -1548511.321752 + Penalty 3070.477633 = -1545440.844119
  nChanged 12
		SP:Iteration 30Q (25002.660000 sec): 3 clusters
  Score: Raw -1548521.312225 + Penalty 3070.477633 = -1545450.834592
  nChanged 14
		SP:Iteration 31Q (25002.930000 sec): 3 clusters
  Score: Raw -1548531.343849 + Penalty 3070.477633 = -1545460.866215
  nChanged 9
		SP:Iteration 32Q (25003.200000 sec): 3 clusters
  Score: Raw -1548537.548750 + Penalty 3070.477633 = -1545467.071117
  nChanged 6
		SP:Iteration 33Q (25003.530000 sec): 3 clusters
  Score: Raw -1548543.651779 + Penalty 3070.477633 = -1545473.174146
  nChanged 4
		SP:Iteration 34Q (25003.780000 sec): 3 clusters
  Score: Raw -1548546.453256 + Penalty 3070.477633 = -1545475.975623
  nChanged 3
		SP:Iteration 35Q (25004.010000 sec): 3 clusters
  Score: Raw -1548550.916176 + Penalty 3070.477633 = -1545480.438543
  nChanged 3
		SP:Iteration 36Q (25004.250000 sec): 3 clusters
  Score: Raw -1548552.513628 + Penalty 3070.477633 = -1545482.035995
  nChanged 4
		SP:Iteration 37Q (25004.550000 sec): 3 clusters
  Score: Raw -1548556.657135 + Penalty 3070.477633 = -1545486.179502
  nChanged 3
		SP:Iteration 38Q (25004.790000 sec): 3 clusters
  Score: Raw -1548558.629519 + Penalty 3070.477633 = -1545488.151886
  nChanged 5
		SP:Iteration 39Q (25005.010000 sec): 3 clusters
  Score: Raw -1548561.194159 + Penalty 3070.477633 = -1545490.716526
  nChanged 2
		SP:Iteration 40F (25005.340000 sec): 3 clusters
  Score: Raw -1548562.333925 + Penalty 3070.477633 = -1545491.856292
  nChanged 2
		SP:Iteration 41Q (25005.590000 sec): 3 clusters
  Score: Raw -1548563.604065 + Penalty 3070.477633 = -1545493.126432
  nChanged 1
		SP:Iteration 42Q (25005.820000 sec): 3 clusters
  Score: Raw -1548564.132879 + Penalty 3070.477633 = -1545493.655245
  nChanged 1
		SP:Iteration 43Q (25006.110000 sec): 3 clusters
  Score: Raw -1548565.074048 + Penalty 3070.477633 = -1545494.596415
  nChanged 1
		SP:Iteration 44Q (25006.300000 sec): 3 clusters
  Score: Raw -1548565.200833 + Penalty 3070.477633 = -1545494.723200
  nChanged 0
		SP:Iteration 45F (25006.580000 sec): 3 clusters
  Score: Raw -1548565.200833 + Penalty 3070.477633 = -1545494.723200
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 54 (471 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (25006.710000 sec): 2 clusters
  Score: Raw -41667.522644 + Penalty 1000.164440 = -40667.358204
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (25006.890000 sec): 3 clusters
  Score: Raw -41725.746728 + Penalty 2000.328881 = -39725.417848
  nChanged 126
		SP:Iteration 1F (25007.020000 sec): 3 clusters
  Score: Raw -42055.152213 + Penalty 2000.328881 = -40054.823332
  nChanged 30
		SP:Iteration 2F (25007.150000 sec): 3 clusters
  Score: Raw -42141.243982 + Penalty 2000.328881 = -40140.915102
  nChanged 19
		SP:Iteration 3Q (25007.320000 sec): 3 clusters
  Score: Raw -42214.792433 + Penalty 2000.328881 = -40214.463553
  nChanged 21
		SP:Iteration 4Q (25007.440000 sec): 3 clusters
  Score: Raw -42290.741456 + Penalty 2000.328881 = -40290.412575
  nChanged 12
		SP:Iteration 5Q (25007.580000 sec): 3 clusters
  Score: Raw -42326.569972 + Penalty 2000.328881 = -40326.241091
  nChanged 8
		SP:Iteration 6Q (25007.760000 sec): 3 clusters
  Score: Raw -42356.911066 + Penalty 2000.328881 = -40356.582185
  nChanged 7
		SP:Iteration 7Q (25007.930000 sec): 3 clusters
  Score: Raw -42384.195264 + Penalty 2000.328881 = -40383.866383
  nChanged 5
		SP:Iteration 8Q (25008.120000 sec): 3 clusters
  Score: Raw -42396.199415 + Penalty 2000.328881 = -40395.870535
  nChanged 4
		SP:Iteration 9Q (25008.310000 sec): 3 clusters
  Score: Raw -42409.040633 + Penalty 2000.328881 = -40408.711752
  nChanged 3
		SP:Iteration 10Q (25008.430000 sec): 3 clusters
  Score: Raw -42425.716563 + Penalty 2000.328881 = -40425.387682
  nChanged 5
		SP:Iteration 11Q (25008.620000 sec): 3 clusters
  Score: Raw -42443.482229 + Penalty 2000.328881 = -40443.153348
  nChanged 1
		SP:Iteration 12Q (25008.790000 sec): 3 clusters
  Score: Raw -42447.405283 + Penalty 2000.328881 = -40447.076403
  nChanged 2
		SP:Iteration 13Q (25008.970000 sec): 3 clusters
  Score: Raw -42449.199938 + Penalty 2000.328881 = -40448.871057
  nChanged 1
		SP:Iteration 14Q (25009.070000 sec): 3 clusters
  Score: Raw -42450.389621 + Penalty 2000.328881 = -40450.060740
  nChanged 0
		SP:Iteration 15F (25009.230000 sec): 3 clusters
  Score: Raw -42450.389621 + Penalty 2000.328881 = -40450.060740
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 56 (165 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (25009.300000 sec): 2 clusters
  Score: Raw -19829.774858 + Penalty 829.716140 = -19000.058718
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (25009.470000 sec): 3 clusters
  Score: Raw -19948.206802 + Penalty 1659.432279 = -18288.774523
  nChanged 10
		SP:Iteration 1F (25009.640000 sec): 3 clusters
  Score: Raw -19977.307893 + Penalty 1659.432279 = -18317.875614
  nChanged 4
		SP:Iteration 2Q (25009.770000 sec): 3 clusters
  Score: Raw -19992.313949 + Penalty 1659.432279 = -18332.881670
  nChanged 3
		SP:Iteration 3Q (25009.960000 sec): 3 clusters
  Score: Raw -20001.159480 + Penalty 1659.432279 = -18341.727201
  nChanged 2
		SP:Iteration 4Q (25010.130000 sec): 3 clusters
  Score: Raw -20010.714672 + Penalty 1659.432279 = -18351.282393
  nChanged 0
		SP:Iteration 5F (25010.300000 sec): 3 clusters
  Score: Raw -20010.714672 + Penalty 1659.432279 = -18351.282393
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 57 (32821 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (25010.630000 sec): 2 clusters
  Score: Raw -3973003.389002 + Penalty 1689.808873 = -3971313.580129
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (25010.960000 sec): 3 clusters
  Score: Raw -3952674.161579 + Penalty 3379.617746 = -3949294.543834
  nChanged 15196
		SP:Iteration 1F (25011.350000 sec): 3 clusters
  Score: Raw -3961082.564765 + Penalty 3379.617746 = -3957702.947019
  nChanged 1402
		SP:Iteration 2Q (25011.720000 sec): 3 clusters
  Score: Raw -3961567.904739 + Penalty 3379.617746 = -3958188.286993
  nChanged 1498
		SP:Iteration 3Q (25012.140000 sec): 3 clusters
  Score: Raw -3962153.961342 + Penalty 3379.617746 = -3958774.343596
  nChanged 1612
		SP:Iteration 4Q (25012.550000 sec): 3 clusters
  Score: Raw -3962868.461601 + Penalty 3379.617746 = -3959488.843855
  nChanged 1788
		SP:Iteration 5F (25012.960000 sec): 3 clusters
  Score: Raw -3963799.361652 + Penalty 3379.617746 = -3960419.743906
  nChanged 1898
		SP:Iteration 6F (25013.330000 sec): 3 clusters
  Score: Raw -3964954.397031 + Penalty 3379.617746 = -3961574.779285
  nChanged 2049
		SP:Iteration 7F (25013.690000 sec): 3 clusters
  Score: Raw -3966451.632787 + Penalty 3379.617746 = -3963072.015041
  nChanged 2023
		SP:Iteration 8F (25014.080000 sec): 3 clusters
  Score: Raw -3968133.398379 + Penalty 3379.617746 = -3964753.780633
  nChanged 1717
		SP:Iteration 9F (25014.470000 sec): 3 clusters
  Score: Raw -3969623.286062 + Penalty 3379.617746 = -3966243.668316
  nChanged 1305
		SP:Iteration 10Q (25014.870000 sec): 3 clusters
  Score: Raw -3970738.070250 + Penalty 3379.617746 = -3967358.452505
  nChanged 939
		SP:Iteration 11Q (25015.250000 sec): 3 clusters
  Score: Raw -3971490.935633 + Penalty 3379.617746 = -3968111.317888
  nChanged 660
		SP:Iteration 12Q (25015.650000 sec): 3 clusters
  Score: Raw -3971935.437550 + Penalty 3379.617746 = -3968555.819805
  nChanged 438
		SP:Iteration 13Q (25016.040000 sec): 3 clusters
  Score: Raw -3972192.181248 + Penalty 3379.617746 = -3968812.563502
  nChanged 341
		SP:Iteration 14Q (25016.400000 sec): 3 clusters
  Score: Raw -3972382.159340 + Penalty 3379.617746 = -3969002.541594
  nChanged 296
		SP:Iteration 15Q (25016.830000 sec): 3 clusters
  Score: Raw -3972530.207251 + Penalty 3379.617746 = -3969150.589505
  nChanged 238
		SP:Iteration 16Q (25017.240000 sec): 3 clusters
  Score: Raw -3972651.073824 + Penalty 3379.617746 = -3969271.456078
  nChanged 207
		SP:Iteration 17Q (25017.670000 sec): 3 clusters
  Score: Raw -3972760.649207 + Penalty 3379.617746 = -3969381.031462
  nChanged 165
		SP:Iteration 18Q (25018.050000 sec): 3 clusters
  Score: Raw -3972852.968180 + Penalty 3379.617746 = -3969473.350434
  nChanged 144
		SP:Iteration 19Q (25018.460000 sec): 3 clusters
  Score: Raw -3972938.562696 + Penalty 3379.617746 = -3969558.944951
  nChanged 120
		SP:Iteration 20F (25018.790000 sec): 3 clusters
  Score: Raw -3973004.345494 + Penalty 3379.617746 = -3969624.727748
  nChanged 116
		SP:Iteration 21Q (25019.190000 sec): 3 clusters
  Score: Raw -3973058.832352 + Penalty 3379.617746 = -3969679.214607
  nChanged 72
		SP:Iteration 22Q (25019.510000 sec): 3 clusters
  Score: Raw -3973096.681320 + Penalty 3379.617746 = -3969717.063574
  nChanged 66
		SP:Iteration 23Q (25019.850000 sec): 3 clusters
  Score: Raw -3973124.380584 + Penalty 3379.617746 = -3969744.762838
  nChanged 53
		SP:Iteration 24Q (25020.240000 sec): 3 clusters
  Score: Raw -3973146.025855 + Penalty 3379.617746 = -3969766.408109
  nChanged 32
		SP:Iteration 25Q (25020.580000 sec): 3 clusters
  Score: Raw -3973158.554011 + Penalty 3379.617746 = -3969778.936265
  nChanged 38
		SP:Iteration 26Q (25020.960000 sec): 3 clusters
  Score: Raw -3973175.245087 + Penalty 3379.617746 = -3969795.627341
  nChanged 30
		SP:Iteration 27Q (25021.310000 sec): 3 clusters
  Score: Raw -3973188.327252 + Penalty 3379.617746 = -3969808.709506
  nChanged 24
		SP:Iteration 28Q (25021.660000 sec): 3 clusters
  Score: Raw -3973200.171816 + Penalty 3379.617746 = -3969820.554070
  nChanged 23
		SP:Iteration 29Q (25022.000000 sec): 3 clusters
  Score: Raw -3973209.354724 + Penalty 3379.617746 = -3969829.736978
  nChanged 19
		SP:Iteration 30Q (25022.370000 sec): 3 clusters
  Score: Raw -3973218.973649 + Penalty 3379.617746 = -3969839.355903
  nChanged 15
		SP:Iteration 31Q (25022.710000 sec): 3 clusters
  Score: Raw -3973227.758544 + Penalty 3379.617746 = -3969848.140798
  nChanged 18
		SP:Iteration 32Q (25023.010000 sec): 3 clusters
  Score: Raw -3973236.784912 + Penalty 3379.617746 = -3969857.167166
  nChanged 19
		SP:Iteration 33Q (25023.430000 sec): 3 clusters
  Score: Raw -3973247.040082 + Penalty 3379.617746 = -3969867.422337
  nChanged 16
		SP:Iteration 34Q (25023.810000 sec): 3 clusters
  Score: Raw -3973252.543857 + Penalty 3379.617746 = -3969872.926111
  nChanged 5
		SP:Iteration 35Q (25024.140000 sec): 3 clusters
  Score: Raw -3973254.158531 + Penalty 3379.617746 = -3969874.540785
  nChanged 7
		SP:Iteration 36Q (25024.410000 sec): 3 clusters
  Score: Raw -3973258.247727 + Penalty 3379.617746 = -3969878.629982
  nChanged 9
		SP:Iteration 37Q (25024.760000 sec): 3 clusters
  Score: Raw -3973262.037063 + Penalty 3379.617746 = -3969882.419317
  nChanged 13
		SP:Iteration 38Q (25025.090000 sec): 3 clusters
  Score: Raw -3973267.842839 + Penalty 3379.617746 = -3969888.225093
  nChanged 14
		SP:Iteration 39Q (25025.430000 sec): 3 clusters
  Score: Raw -3973273.482716 + Penalty 3379.617746 = -3969893.864970
  nChanged 11
		SP:Iteration 40F (25025.770000 sec): 3 clusters
  Score: Raw -3973277.697221 + Penalty 3379.617746 = -3969898.079475
  nChanged 11
		SP:Iteration 41Q (25026.130000 sec): 3 clusters
  Score: Raw -3973285.335824 + Penalty 3379.617746 = -3969905.718078
  nChanged 15
		SP:Iteration 42Q (25026.520000 sec): 3 clusters
  Score: Raw -3973292.631363 + Penalty 3379.617746 = -3969913.013618
  nChanged 12
		SP:Iteration 43Q (25026.860000 sec): 3 clusters
  Score: Raw -3973297.818413 + Penalty 3379.617746 = -3969918.200667
  nChanged 6
		SP:Iteration 44Q (25027.230000 sec): 3 clusters
  Score: Raw -3973300.841235 + Penalty 3379.617746 = -3969921.223489
  nChanged 6
		SP:Iteration 45Q (25027.580000 sec): 3 clusters
  Score: Raw -3973303.371463 + Penalty 3379.617746 = -3969923.753717
  nChanged 4
		SP:Iteration 46Q (25027.970000 sec): 3 clusters
  Score: Raw -3973305.537624 + Penalty 3379.617746 = -3969925.919878
  nChanged 3
		SP:Iteration 47Q (25028.350000 sec): 3 clusters
  Score: Raw -3973306.697431 + Penalty 3379.617746 = -3969927.079685
  nChanged 1
		SP:Iteration 48Q (25028.710000 sec): 3 clusters
  Score: Raw -3973306.900749 + Penalty 3379.617746 = -3969927.283004
  nChanged 1
		SP:Iteration 49Q (25029.040000 sec): 3 clusters
  Score: Raw -3973307.011391 + Penalty 3379.617746 = -3969927.393645
  nChanged 0
		SP:Iteration 50F (25029.410000 sec): 3 clusters
  Score: Raw -3973307.011391 + Penalty 3379.617746 = -3969927.393645
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 58 (280 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (25029.530000 sec): 2 clusters
  Score: Raw -15303.858843 + Penalty 915.653311 = -14388.205533
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (25029.680000 sec): 3 clusters
  Score: Raw -15454.344452 + Penalty 1831.306621 = -13623.037831
  nChanged 59
		SP:Iteration 1F (25029.830000 sec): 3 clusters
  Score: Raw -15662.191244 + Penalty 1831.306621 = -13830.884623
  nChanged 19
		SP:Iteration 2F (25029.990000 sec): 3 clusters
  Score: Raw -15756.511015 + Penalty 1831.306621 = -13925.204394
  nChanged 6
		SP:Iteration 3Q (25030.130000 sec): 3 clusters
  Score: Raw -15777.554297 + Penalty 1831.306621 = -13946.247676
  nChanged 5
		SP:Iteration 4Q (25030.270000 sec): 3 clusters
  Score: Raw -15821.011463 + Penalty 1831.306621 = -13989.704842
  nChanged 10
		SP:Iteration 5Q (25030.400000 sec): 3 clusters
  Score: Raw -15899.602227 + Penalty 1831.306621 = -14068.295606
  nChanged 8
		SP:Iteration 6Q (25030.500000 sec): 3 clusters
  Score: Raw -15956.363893 + Penalty 1831.306621 = -14125.057272
  nChanged 4
		SP:Iteration 7Q (25030.730000 sec): 3 clusters
  Score: Raw -15971.948856 + Penalty 1831.306621 = -14140.642235
  nChanged 4
		SP:Iteration 8Q (25030.960000 sec): 3 clusters
  Score: Raw -15992.212662 + Penalty 1831.306621 = -14160.906041
  nChanged 2
		SP:Iteration 9Q (25031.050000 sec): 3 clusters
  Score: Raw -16009.603208 + Penalty 1831.306621 = -14178.296587
  nChanged 2
		SP:Iteration 10Q (25031.220000 sec): 3 clusters
  Score: Raw -16015.023735 + Penalty 1831.306621 = -14183.717114
  nChanged 0
		SP:Iteration 11F (25031.400000 sec): 3 clusters
  Score: Raw -16018.716989 + Penalty 1831.306621 = -14187.410368
  nChanged 2
		SP:Iteration 12Q (25031.530000 sec): 3 clusters
  Score: Raw -16027.081074 + Penalty 1831.306621 = -14195.774453
  nChanged 0
		SP:Iteration 13F (25031.740000 sec): 3 clusters
  Score: Raw -16027.081074 + Penalty 1831.306621 = -14195.774453
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 59 (4906 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (25031.840000 sec): 2 clusters
  Score: Raw -596170.750102 + Penalty 1380.959812 = -594789.790290
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (25032.030000 sec): 3 clusters
  Score: Raw -593661.802930 + Penalty 2761.919623 = -590899.883307
  nChanged 1926
		SP:Iteration 1F (25032.210000 sec): 3 clusters
  Score: Raw -594715.419260 + Penalty 2761.919623 = -591953.499637
  nChanged 368
		SP:Iteration 2F (25032.490000 sec): 3 clusters
  Score: Raw -594942.215942 + Penalty 2761.919623 = -592180.296319
  nChanged 316
		SP:Iteration 3F (25032.680000 sec): 3 clusters
  Score: Raw -595135.058763 + Penalty 2761.919623 = -592373.139140
  nChanged 264
		SP:Iteration 4F (25032.850000 sec): 3 clusters
  Score: Raw -595284.092241 + Penalty 2761.919623 = -592522.172617
  nChanged 249
		SP:Iteration 5F (25033.050000 sec): 3 clusters
  Score: Raw -595453.810649 + Penalty 2761.919623 = -592691.891026
  nChanged 235
		SP:Iteration 6Q (25033.250000 sec): 3 clusters
  Score: Raw -595605.860396 + Penalty 2761.919623 = -592843.940773
  nChanged 225
		SP:Iteration 7Q (25033.500000 sec): 3 clusters
  Score: Raw -595749.495403 + Penalty 2761.919623 = -592987.575780
  nChanged 179
		SP:Iteration 8Q (25033.680000 sec): 3 clusters
  Score: Raw -595866.273713 + Penalty 2761.919623 = -593104.354090
  nChanged 171
		SP:Iteration 9Q (25033.930000 sec): 3 clusters
  Score: Raw -595984.608836 + Penalty 2761.919623 = -593222.689212
  nChanged 134
		SP:Iteration 10Q (25034.110000 sec): 3 clusters
  Score: Raw -596075.307920 + Penalty 2761.919623 = -593313.388297
  nChanged 109
		SP:Iteration 11Q (25034.310000 sec): 3 clusters
  Score: Raw -596150.437908 + Penalty 2761.919623 = -593388.518285
  nChanged 85
		SP:Iteration 12Q (25034.530000 sec): 3 clusters
  Score: Raw -596202.820597 + Penalty 2761.919623 = -593440.900974
  nChanged 65
		SP:Iteration 13Q (25034.750000 sec): 3 clusters
  Score: Raw -596239.566828 + Penalty 2761.919623 = -593477.647205
  nChanged 51
		SP:Iteration 14Q (25034.910000 sec): 3 clusters
  Score: Raw -596269.474792 + Penalty 2761.919623 = -593507.555169
  nChanged 48
		SP:Iteration 15Q (25035.130000 sec): 3 clusters
  Score: Raw -596295.708971 + Penalty 2761.919623 = -593533.789348
  nChanged 45
		SP:Iteration 16Q (25035.330000 sec): 3 clusters
  Score: Raw -596322.083459 + Penalty 2761.919623 = -593560.163836
  nChanged 36
		SP:Iteration 17Q (25035.530000 sec): 3 clusters
  Score: Raw -596342.785133 + Penalty 2761.919623 = -593580.865510
  nChanged 23
		SP:Iteration 18Q (25035.710000 sec): 3 clusters
  Score: Raw -596355.602228 + Penalty 2761.919623 = -593593.682605
  nChanged 23
		SP:Iteration 19Q (25035.830000 sec): 3 clusters
  Score: Raw -596369.099732 + Penalty 2761.919623 = -593607.180109
  nChanged 23
		SP:Iteration 20F (25035.990000 sec): 3 clusters
  Score: Raw -596380.991792 + Penalty 2761.919623 = -593619.072169
  nChanged 22
		SP:Iteration 21Q (25036.150000 sec): 3 clusters
  Score: Raw -596394.619670 + Penalty 2761.919623 = -593632.700047
  nChanged 12
		SP:Iteration 22Q (25036.380000 sec): 3 clusters
  Score: Raw -596400.141125 + Penalty 2761.919623 = -593638.221502
  nChanged 7
		SP:Iteration 23Q (25036.530000 sec): 3 clusters
  Score: Raw -596402.642444 + Penalty 2761.919623 = -593640.722821
  nChanged 4
		SP:Iteration 24Q (25036.690000 sec): 3 clusters
  Score: Raw -596404.829331 + Penalty 2761.919623 = -593642.909707
  nChanged 3
		SP:Iteration 25Q (25036.840000 sec): 3 clusters
  Score: Raw -596406.035380 + Penalty 2761.919623 = -593644.115757
  nChanged 5
		SP:Iteration 26Q (25037.030000 sec): 3 clusters
  Score: Raw -596408.781166 + Penalty 2761.919623 = -593646.861543
  nChanged 6
		SP:Iteration 27Q (25037.190000 sec): 3 clusters
  Score: Raw -596412.204026 + Penalty 2761.919623 = -593650.284403
  nChanged 3
		SP:Iteration 28Q (25037.340000 sec): 3 clusters
  Score: Raw -596413.432540 + Penalty 2761.919623 = -593651.512917
  nChanged 2
		SP:Iteration 29Q (25037.490000 sec): 3 clusters
  Score: Raw -596413.938195 + Penalty 2761.919623 = -593652.018572
  nChanged 1
		SP:Iteration 30Q (25037.730000 sec): 3 clusters
  Score: Raw -596414.227666 + Penalty 2761.919623 = -593652.308043
  nChanged 0
		SP:Iteration 31F (25037.910000 sec): 3 clusters
  Score: Raw -596414.227666 + Penalty 2761.919623 = -593652.308043
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 60 (174 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (25038.040000 sec): 2 clusters
  Score: Raw -10024.454459 + Penalty 838.346486 = -9186.107972
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (25038.220000 sec): 3 clusters
  Score: Raw -10182.032749 + Penalty 1676.692972 = -8505.339777
  nChanged 31
		SP:Iteration 1F (25038.290000 sec): 3 clusters
  Score: Raw -10300.068366 + Penalty 1676.692972 = -8623.375394
  nChanged 12
		SP:Iteration 2F (25038.370000 sec): 3 clusters
  Score: Raw -10348.569473 + Penalty 1676.692972 = -8671.876500
  nChanged 7
		SP:Iteration 3Q (25038.500000 sec): 3 clusters
  Score: Raw -10379.035560 + Penalty 1676.692972 = -8702.342587
  nChanged 3
		SP:Iteration 4Q (25038.630000 sec): 3 clusters
  Score: Raw -10397.212488 + Penalty 1676.692972 = -8720.519516
  nChanged 2
		SP:Iteration 5Q (25038.750000 sec): 3 clusters
  Score: Raw -10419.870008 + Penalty 1676.692972 = -8743.177035
  nChanged 0
		SP:Iteration 6F (25038.880000 sec): 3 clusters
  Score: Raw -10419.870008 + Penalty 1676.692972 = -8743.177035
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 61 (246 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (25038.950000 sec): 2 clusters
  Score: Raw -23048.172326 + Penalty 894.616375 = -22153.555952
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (25039.080000 sec): 3 clusters
  Score: Raw -23138.436240 + Penalty 1789.232749 = -21349.203491
  nChanged 47
		SP:Iteration 1F (25039.200000 sec): 3 clusters
  Score: Raw -23236.532981 + Penalty 1789.232749 = -21447.300232
  nChanged 9
		SP:Iteration 2Q (25039.320000 sec): 3 clusters
  Score: Raw -23262.063940 + Penalty 1789.232749 = -21472.831191
  nChanged 5
		SP:Iteration 3Q (25039.490000 sec): 3 clusters
  Score: Raw -23282.805833 + Penalty 1789.232749 = -21493.573084
  nChanged 8
		SP:Iteration 4Q (25039.640000 sec): 3 clusters
  Score: Raw -23315.409128 + Penalty 1789.232749 = -21526.176379
  nChanged 9
		SP:Iteration 5Q (25039.730000 sec): 3 clusters
  Score: Raw -23346.461878 + Penalty 1789.232749 = -21557.229128
  nChanged 4
		SP:Iteration 6Q (25039.850000 sec): 3 clusters
  Score: Raw -23360.138767 + Penalty 1789.232749 = -21570.906018
  nChanged 2
		SP:Iteration 7Q (25040.010000 sec): 3 clusters
  Score: Raw -23363.834355 + Penalty 1789.232749 = -21574.601606
  nChanged 2
		SP:Iteration 8Q (25040.140000 sec): 3 clusters
  Score: Raw -23381.412985 + Penalty 1789.232749 = -21592.180236
  nChanged 2
		SP:Iteration 9Q (25040.260000 sec): 3 clusters
  Score: Raw -23384.956040 + Penalty 1789.232749 = -21595.723291
  nChanged 4
		SP:Iteration 10Q (25040.360000 sec): 3 clusters
  Score: Raw -23392.714594 + Penalty 1789.232749 = -21603.481845
  nChanged 1
		SP:Iteration 11Q (25040.540000 sec): 3 clusters
  Score: Raw -23395.610099 + Penalty 1789.232749 = -21606.377350
  nChanged 0
		SP:Iteration 12F (25040.710000 sec): 3 clusters
  Score: Raw -23395.610099 + Penalty 1789.232749 = -21606.377350
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 62 (356 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (25040.790000 sec): 2 clusters
  Score: Raw -26357.410472 + Penalty 954.676244 = -25402.734228
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (25040.970000 sec): 3 clusters
  Score: Raw -26425.037410 + Penalty 1909.352488 = -24515.684922
  nChanged 71
		SP:Iteration 1F (25041.200000 sec): 3 clusters
  Score: Raw -26585.637607 + Penalty 1909.352488 = -24676.285119
  nChanged 26
		SP:Iteration 2F (25041.370000 sec): 3 clusters
  Score: Raw -26666.043165 + Penalty 1909.352488 = -24756.690677
  nChanged 11
		SP:Iteration 3Q (25041.570000 sec): 3 clusters
  Score: Raw -26704.430630 + Penalty 1909.352488 = -24795.078142
  nChanged 8
		SP:Iteration 4Q (25041.800000 sec): 3 clusters
  Score: Raw -26734.689213 + Penalty 1909.352488 = -24825.336725
  nChanged 5
		SP:Iteration 5Q (25042.000000 sec): 3 clusters
  Score: Raw -26754.015335 + Penalty 1909.352488 = -24844.662848
  nChanged 8
		SP:Iteration 6Q (25042.180000 sec): 3 clusters
  Score: Raw -26778.028243 + Penalty 1909.352488 = -24868.675755
  nChanged 7
		SP:Iteration 7Q (25042.350000 sec): 3 clusters
  Score: Raw -26796.169020 + Penalty 1909.352488 = -24886.816532
  nChanged 3
		SP:Iteration 8Q (25042.530000 sec): 3 clusters
  Score: Raw -26806.454186 + Penalty 1909.352488 = -24897.101698
  nChanged 3
		SP:Iteration 9Q (25042.700000 sec): 3 clusters
  Score: Raw -26818.290846 + Penalty 1909.352488 = -24908.938358
  nChanged 6
		SP:Iteration 10Q (25042.840000 sec): 3 clusters
  Score: Raw -26838.406411 + Penalty 1909.352488 = -24929.053924
  nChanged 5
		SP:Iteration 11Q (25043.010000 sec): 3 clusters
  Score: Raw -26853.311151 + Penalty 1909.352488 = -24943.958664
  nChanged 2
		SP:Iteration 12Q (25043.180000 sec): 3 clusters
  Score: Raw -26855.086929 + Penalty 1909.352488 = -24945.734442
  nChanged 0
		SP:Iteration 13F (25043.360000 sec): 3 clusters
  Score: Raw -26855.086929 + Penalty 1909.352488 = -24945.734442
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 63 (411 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (25043.430000 sec): 2 clusters
  Score: Raw -49570.839627 + Penalty 978.021397 = -48592.818229
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (25043.510000 sec): 3 clusters
  Score: Raw -49598.559279 + Penalty 1956.042795 = -47642.516485
  nChanged 83
		SP:Iteration 1F (25043.680000 sec): 3 clusters
  Score: Raw -49747.836293 + Penalty 1956.042795 = -47791.793498
  nChanged 25
		SP:Iteration 2F (25043.860000 sec): 3 clusters
  Score: Raw -49821.934667 + Penalty 1956.042795 = -47865.891873
  nChanged 19
		SP:Iteration 3Q (25044.050000 sec): 3 clusters
  Score: Raw -49881.154330 + Penalty 1956.042795 = -47925.111535
  nChanged 15
		SP:Iteration 4Q (25044.220000 sec): 3 clusters
  Score: Raw -49923.821439 + Penalty 1956.042795 = -47967.778644
  nChanged 17
		SP:Iteration 5Q (25044.340000 sec): 3 clusters
  Score: Raw -49976.389207 + Penalty 1956.042795 = -48020.346412
  nChanged 11
		SP:Iteration 6Q (25044.500000 sec): 3 clusters
  Score: Raw -50043.958945 + Penalty 1956.042795 = -48087.916151
  nChanged 18
		SP:Iteration 7Q (25044.680000 sec): 3 clusters
  Score: Raw -50156.071435 + Penalty 1956.042795 = -48200.028640
  nChanged 17
		SP:Iteration 8Q (25044.790000 sec): 3 clusters
  Score: Raw -50265.056812 + Penalty 1956.042795 = -48309.014018
  nChanged 8
		SP:Iteration 9Q (25044.990000 sec): 3 clusters
  Score: Raw -50357.232692 + Penalty 1956.042795 = -48401.189898
  nChanged 18
		SP:Iteration 10Q (25045.160000 sec): 3 clusters
  Score: Raw -50493.114624 + Penalty 1956.042795 = -48537.071829
  nChanged 12
		SP:Iteration 11Q (25045.340000 sec): 3 clusters
  Score: Raw -50594.432770 + Penalty 1956.042795 = -48638.389975
  nChanged 6
		SP:Iteration 12Q (25045.490000 sec): 3 clusters
  Score: Raw -50644.102412 + Penalty 1956.042795 = -48688.059617
  nChanged 4
		SP:Iteration 13Q (25045.660000 sec): 3 clusters
  Score: Raw -50658.062959 + Penalty 1956.042795 = -48702.020164
  nChanged 2
		SP:Iteration 14Q (25045.800000 sec): 3 clusters
  Score: Raw -50667.199506 + Penalty 1956.042795 = -48711.156712
  nChanged 5
		SP:Iteration 15Q (25045.960000 sec): 3 clusters
  Score: Raw -50694.567213 + Penalty 1956.042795 = -48738.524419
  nChanged 5
		SP:Iteration 16Q (25046.110000 sec): 3 clusters
  Score: Raw -50712.672104 + Penalty 1956.042795 = -48756.629309
  nChanged 2
		SP:Iteration 17Q (25046.320000 sec): 3 clusters
  Score: Raw -50717.957715 + Penalty 1956.042795 = -48761.914920
  nChanged 0
		SP:Iteration 18F (25046.490000 sec): 3 clusters
  Score: Raw -50719.350344 + Penalty 1956.042795 = -48763.307549
  nChanged 1
		SP:Iteration 19Q (25046.640000 sec): 3 clusters
  Score: Raw -50736.272311 + Penalty 1956.042795 = -48780.229516
  nChanged 3
		SP:Iteration 20F (25046.810000 sec): 3 clusters
  Score: Raw -50752.637465 + Penalty 1956.042795 = -48796.594670
  nChanged 3
		SP:Iteration 21Q (25046.930000 sec): 3 clusters
  Score: Raw -50769.814618 + Penalty 1956.042795 = -48813.771823
  nChanged 3
		SP:Iteration 22Q (25047.100000 sec): 3 clusters
  Score: Raw -50784.863537 + Penalty 1956.042795 = -48828.820742
  nChanged 2
		SP:Iteration 23Q (25047.300000 sec): 3 clusters
  Score: Raw -50790.731450 + Penalty 1956.042795 = -48834.688655
  nChanged 1
		SP:Iteration 24Q (25047.480000 sec): 3 clusters
  Score: Raw -50796.034093 + Penalty 1956.042795 = -48839.991298
  nChanged 1
		SP:Iteration 25Q (25047.650000 sec): 3 clusters
  Score: Raw -50800.017298 + Penalty 1956.042795 = -48843.974503
  nChanged 0
		SP:Iteration 26F (25047.800000 sec): 3 clusters
  Score: Raw -50800.017298 + Penalty 1956.042795 = -48843.974503
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 70.
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 64 (10999 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (25047.950000 sec): 2 clusters
  Score: Raw -1325039.294972 + Penalty 1512.153441 = -1323527.141530
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (25048.250000 sec): 3 clusters
  Score: Raw -1318809.329435 + Penalty 3024.306883 = -1315785.022552
  nChanged 4804
		SP:Iteration 1F (25048.430000 sec): 3 clusters
  Score: Raw -1321484.151391 + Penalty 3024.306883 = -1318459.844508
  nChanged 696
		SP:Iteration 2F (25048.700000 sec): 3 clusters
  Score: Raw -1321802.050030 + Penalty 3024.306883 = -1318777.743148
  nChanged 611
		SP:Iteration 3F (25048.940000 sec): 3 clusters
  Score: Raw -1322132.185981 + Penalty 3024.306883 = -1319107.879099
  nChanged 606
		SP:Iteration 4F (25049.220000 sec): 3 clusters
  Score: Raw -1322507.249350 + Penalty 3024.306883 = -1319482.942467
  nChanged 639
		SP:Iteration 5F (25049.500000 sec): 3 clusters
  Score: Raw -1322976.639581 + Penalty 3024.306883 = -1319952.332699
  nChanged 630
		SP:Iteration 6F (25049.770000 sec): 3 clusters
  Score: Raw -1323463.008553 + Penalty 3024.306883 = -1320438.701671
  nChanged 554
		SP:Iteration 7F (25050.090000 sec): 3 clusters
  Score: Raw -1323929.316094 + Penalty 3024.306883 = -1320905.009211
  nChanged 512
		SP:Iteration 8Q (25050.360000 sec): 3 clusters
  Score: Raw -1324338.060363 + Penalty 3024.306883 = -1321313.753481
  nChanged 415
		SP:Iteration 9Q (25050.650000 sec): 3 clusters
  Score: Raw -1324590.070615 + Penalty 3024.306883 = -1321565.763732
  nChanged 293
		SP:Iteration 10Q (25050.870000 sec): 3 clusters
  Score: Raw -1324761.171137 + Penalty 3024.306883 = -1321736.864255
  nChanged 213
		SP:Iteration 11Q (25051.200000 sec): 3 clusters
  Score: Raw -1324885.507103 + Penalty 3024.306883 = -1321861.200220
  nChanged 167
		SP:Iteration 12Q (25051.440000 sec): 3 clusters
  Score: Raw -1324957.509984 + Penalty 3024.306883 = -1321933.203102
  nChanged 117
		SP:Iteration 13Q (25051.690000 sec): 3 clusters
  Score: Raw -1325003.346500 + Penalty 3024.306883 = -1321979.039617
  nChanged 89
		SP:Iteration 14Q (25051.960000 sec): 3 clusters
  Score: Raw -1325029.421078 + Penalty 3024.306883 = -1322005.114195
  nChanged 68
		SP:Iteration 15Q (25052.240000 sec): 3 clusters
  Score: Raw -1325048.101190 + Penalty 3024.306883 = -1322023.794308
  nChanged 68
		SP:Iteration 16Q (25052.510000 sec): 3 clusters
  Score: Raw -1325069.488179 + Penalty 3024.306883 = -1322045.181297
  nChanged 65
		SP:Iteration 17Q (25052.760000 sec): 3 clusters
  Score: Raw -1325090.843282 + Penalty 3024.306883 = -1322066.536400
  nChanged 68
		SP:Iteration 18Q (25052.950000 sec): 3 clusters
  Score: Raw -1325112.572799 + Penalty 3024.306883 = -1322088.265917
  nChanged 70
		SP:Iteration 19Q (25053.200000 sec): 3 clusters
  Score: Raw -1325136.754554 + Penalty 3024.306883 = -1322112.447672
  nChanged 71
		SP:Iteration 20F (25053.420000 sec): 3 clusters
  Score: Raw -1325158.609455 + Penalty 3024.306883 = -1322134.302572
  nChanged 62
		SP:Iteration 21Q (25053.700000 sec): 3 clusters
  Score: Raw -1325176.672700 + Penalty 3024.306883 = -1322152.365817
  nChanged 63
		SP:Iteration 22Q (25054.010000 sec): 3 clusters
  Score: Raw -1325196.872460 + Penalty 3024.306883 = -1322172.565577
  nChanged 71
		SP:Iteration 23Q (25054.260000 sec): 3 clusters
  Score: Raw -1325225.372296 + Penalty 3024.306883 = -1322201.065414
  nChanged 80
		SP:Iteration 24Q (25054.530000 sec): 3 clusters
  Score: Raw -1325261.833543 + Penalty 3024.306883 = -1322237.526660
  nChanged 83
		SP:Iteration 25Q (25054.800000 sec): 3 clusters
  Score: Raw -1325301.151766 + Penalty 3024.306883 = -1322276.844883
  nChanged 83
		SP:Iteration 26Q (25055.030000 sec): 3 clusters
  Score: Raw -1325337.270266 + Penalty 3024.306883 = -1322312.963384
  nChanged 77
		SP:Iteration 27Q (25055.290000 sec): 3 clusters
  Score: Raw -1325371.276991 + Penalty 3024.306883 = -1322346.970108
  nChanged 79
		SP:Iteration 28Q (25055.510000 sec): 3 clusters
  Score: Raw -1325403.755370 + Penalty 3024.306883 = -1322379.448488
  nChanged 68
		SP:Iteration 29Q (25055.760000 sec): 3 clusters
  Score: Raw -1325429.700319 + Penalty 3024.306883 = -1322405.393436
  nChanged 68
		SP:Iteration 30Q (25055.960000 sec): 3 clusters
  Score: Raw -1325458.579450 + Penalty 3024.306883 = -1322434.272567
  nChanged 70
		SP:Iteration 31Q (25056.220000 sec): 3 clusters
  Score: Raw -1325487.999273 + Penalty 3024.306883 = -1322463.692390
  nChanged 65
		SP:Iteration 32Q (25056.450000 sec): 3 clusters
  Score: Raw -1325511.474132 + Penalty 3024.306883 = -1322487.167250
  nChanged 43
		SP:Iteration 33Q (25056.680000 sec): 3 clusters
  Score: Raw -1325523.404517 + Penalty 3024.306883 = -1322499.097635
  nChanged 38
		SP:Iteration 34Q (25056.920000 sec): 3 clusters
  Score: Raw -1325536.448512 + Penalty 3024.306883 = -1322512.141629
  nChanged 27
		SP:Iteration 35Q (25057.200000 sec): 3 clusters
  Score: Raw -1325544.480305 + Penalty 3024.306883 = -1322520.173422
  nChanged 30
		SP:Iteration 36Q (25057.460000 sec): 3 clusters
  Score: Raw -1325552.576928 + Penalty 3024.306883 = -1322528.270045
  nChanged 27
		SP:Iteration 37Q (25057.640000 sec): 3 clusters
  Score: Raw -1325560.630754 + Penalty 3024.306883 = -1322536.323872
  nChanged 25
		SP:Iteration 38Q (25057.880000 sec): 3 clusters
  Score: Raw -1325566.210959 + Penalty 3024.306883 = -1322541.904077
  nChanged 19
		SP:Iteration 39Q (25058.120000 sec): 3 clusters
  Score: Raw -1325571.361362 + Penalty 3024.306883 = -1322547.054480
  nChanged 20
		SP:Iteration 40F (25058.340000 sec): 3 clusters
  Score: Raw -1325576.155142 + Penalty 3024.306883 = -1322551.848260
  nChanged 16
		SP:Iteration 41Q (25058.590000 sec): 3 clusters
  Score: Raw -1325580.422682 + Penalty 3024.306883 = -1322556.115799
  nChanged 14
		SP:Iteration 42Q (25058.840000 sec): 3 clusters
  Score: Raw -1325584.604187 + Penalty 3024.306883 = -1322560.297305
  nChanged 16
		SP:Iteration 43Q (25059.010000 sec): 3 clusters
  Score: Raw -1325589.429465 + Penalty 3024.306883 = -1322565.122582
  nChanged 16
		SP:Iteration 44Q (25059.240000 sec): 3 clusters
  Score: Raw -1325593.649549 + Penalty 3024.306883 = -1322569.342666
  nChanged 20
		SP:Iteration 45Q (25059.520000 sec): 3 clusters
  Score: Raw -1325599.445407 + Penalty 3024.306883 = -1322575.138525
  nChanged 17
		SP:Iteration 46Q (25059.670000 sec): 3 clusters
  Score: Raw -1325604.147822 + Penalty 3024.306883 = -1322579.840939
  nChanged 13
		SP:Iteration 47Q (25059.910000 sec): 3 clusters
  Score: Raw -1325606.912400 + Penalty 3024.306883 = -1322582.605517
  nChanged 12
		SP:Iteration 48Q (25060.140000 sec): 3 clusters
  Score: Raw -1325609.082969 + Penalty 3024.306883 = -1322584.776087
  nChanged 9
		SP:Iteration 49Q (25060.370000 sec): 3 clusters
  Score: Raw -1325610.538725 + Penalty 3024.306883 = -1322586.231842
  nChanged 6
		SP:Iteration 50Q (25060.600000 sec): 3 clusters
  Score: Raw -1325611.774056 + Penalty 3024.306883 = -1322587.467173
  nChanged 6
		SP:Iteration 51Q (25060.840000 sec): 3 clusters
  Score: Raw -1325612.485325 + Penalty 3024.306883 = -1322588.178443
  nChanged 6
		SP:Iteration 52Q (25061.070000 sec): 3 clusters
  Score: Raw -1325613.958564 + Penalty 3024.306883 = -1322589.651682
  nChanged 7
		SP:Iteration 53Q (25061.300000 sec): 3 clusters
  Score: Raw -1325615.433289 + Penalty 3024.306883 = -1322591.126407
  nChanged 8
		SP:Iteration 54Q (25061.540000 sec): 3 clusters
  Score: Raw -1325616.963938 + Penalty 3024.306883 = -1322592.657056
  nChanged 9
		SP:Iteration 55Q (25061.800000 sec): 3 clusters
  Score: Raw -1325618.498863 + Penalty 3024.306883 = -1322594.191980
  nChanged 5
		SP:Iteration 56Q (25062.060000 sec): 3 clusters
  Score: Raw -1325619.514761 + Penalty 3024.306883 = -1322595.207879
  nChanged 3
		SP:Iteration 57Q (25062.220000 sec): 3 clusters
  Score: Raw -1325620.399813 + Penalty 3024.306883 = -1322596.092930
  nChanged 5
		SP:Iteration 58Q (25062.500000 sec): 3 clusters
  Score: Raw -1325621.639743 + Penalty 3024.306883 = -1322597.332861
  nChanged 7
		SP:Iteration 59Q (25062.700000 sec): 3 clusters
  Score: Raw -1325623.219750 + Penalty 3024.306883 = -1322598.912868
  nChanged 8
		SP:Iteration 60F (25062.930000 sec): 3 clusters
  Score: Raw -1325626.308474 + Penalty 3024.306883 = -1322602.001592
  nChanged 11
		SP:Iteration 61Q (25063.170000 sec): 3 clusters
  Score: Raw -1325628.168371 + Penalty 3024.306883 = -1322603.861489
  nChanged 5
		SP:Iteration 62Q (25063.370000 sec): 3 clusters
  Score: Raw -1325628.813642 + Penalty 3024.306883 = -1322604.506759
  nChanged 2
		SP:Iteration 63Q (25063.600000 sec): 3 clusters
  Score: Raw -1325629.265558 + Penalty 3024.306883 = -1322604.958675
  nChanged 3
		SP:Iteration 64Q (25063.850000 sec): 3 clusters
  Score: Raw -1325629.832194 + Penalty 3024.306883 = -1322605.525312
  nChanged 1
		SP:Iteration 65Q (25064.080000 sec): 3 clusters
  Score: Raw -1325629.930374 + Penalty 3024.306883 = -1322605.623491
  nChanged 0
		SP:Iteration 66F (25064.330000 sec): 3 clusters
  Score: Raw -1325629.930374 + Penalty 3024.306883 = -1322605.623491
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 65 (137 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (25064.420000 sec): 2 clusters
  Score: Raw -6746.469758 + Penalty 799.496900 = -5946.972857
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (25064.590000 sec): 3 clusters
  Score: Raw -7024.536889 + Penalty 1598.993801 = -5425.543089
  nChanged 32
		SP:Iteration 1F (25064.750000 sec): 3 clusters
  Score: Raw -7233.028599 + Penalty 1598.993801 = -5634.034798
  nChanged 4
		SP:Iteration 2Q (25064.960000 sec): 3 clusters
  Score: Raw -7261.903871 + Penalty 1598.993801 = -5662.910070
  nChanged 3
		SP:Iteration 3Q (25065.110000 sec): 3 clusters
  Score: Raw -7327.434522 + Penalty 1598.993801 = -5728.440721
  nChanged 2
		SP:Iteration 4Q (25065.300000 sec): 3 clusters
  Score: Raw -7351.902491 + Penalty 1598.993801 = -5752.908690
  nChanged 0
		SP:Iteration 5F (25065.440000 sec): 3 clusters
  Score: Raw -7351.902491 + Penalty 1598.993801 = -5752.908690
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 66 (577 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (25065.500000 sec): 2 clusters
  Score: Raw -70763.956553 + Penalty 1033.149368 = -69730.807185
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (25065.710000 sec): 3 clusters
  Score: Raw -70658.139483 + Penalty 2066.298737 = -68591.840746
  nChanged 147
		SP:Iteration 1F (25065.930000 sec): 3 clusters
  Score: Raw -70858.816046 + Penalty 2066.298737 = -68792.517309
  nChanged 35
		SP:Iteration 2F (25066.070000 sec): 3 clusters
  Score: Raw -70907.427367 + Penalty 2066.298737 = -68841.128630
  nChanged 12
		SP:Iteration 3Q (25066.250000 sec): 3 clusters
  Score: Raw -70959.844174 + Penalty 2066.298737 = -68893.545437
  nChanged 21
		SP:Iteration 4Q (25066.450000 sec): 3 clusters
  Score: Raw -71071.683673 + Penalty 2066.298737 = -69005.384936
  nChanged 19
		SP:Iteration 5Q (25066.600000 sec): 3 clusters
  Score: Raw -71120.842447 + Penalty 2066.298737 = -69054.543711
  nChanged 22
		SP:Iteration 6Q (25066.690000 sec): 3 clusters
  Score: Raw -71154.597567 + Penalty 2066.298737 = -69088.298830
  nChanged 17
		SP:Iteration 7Q (25066.830000 sec): 3 clusters
  Score: Raw -71181.663150 + Penalty 2066.298737 = -69115.364414
  nChanged 14
		SP:Iteration 8Q (25066.930000 sec): 3 clusters
  Score: Raw -71210.105450 + Penalty 2066.298737 = -69143.806714
  nChanged 11
		SP:Iteration 9Q (25067.100000 sec): 3 clusters
  Score: Raw -71226.146999 + Penalty 2066.298737 = -69159.848262
  nChanged 7
		SP:Iteration 10Q (25067.220000 sec): 3 clusters
  Score: Raw -71237.554356 + Penalty 2066.298737 = -69171.255619
  nChanged 8
		SP:Iteration 11Q (25067.330000 sec): 3 clusters
  Score: Raw -71248.295497 + Penalty 2066.298737 = -69181.996760
  nChanged 3
		SP:Iteration 12Q (25067.460000 sec): 3 clusters
  Score: Raw -71253.640504 + Penalty 2066.298737 = -69187.341768
  nChanged 1
		SP:Iteration 13Q (25067.590000 sec): 3 clusters
  Score: Raw -71262.183258 + Penalty 2066.298737 = -69195.884521
  nChanged 0
		SP:Iteration 14F (25067.760000 sec): 3 clusters
  Score: Raw -71262.183258 + Penalty 2066.298737 = -69195.884521
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 67 (179 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (25067.820000 sec): 2 clusters
  Score: Raw -13934.171712 + Penalty 842.950193 = -13091.221519
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (25067.950000 sec): 3 clusters
  Score: Raw -14183.666269 + Penalty 1685.900387 = -12497.765882
  nChanged 35
		SP:Iteration 1F (25068.130000 sec): 3 clusters
  Score: Raw -14343.222824 + Penalty 1685.900387 = -12657.322437
  nChanged 13
		SP:Iteration 2F (25068.260000 sec): 3 clusters
  Score: Raw -14406.880603 + Penalty 1685.900387 = -12720.980216
  nChanged 2
		SP:Iteration 3Q (25068.460000 sec): 3 clusters
  Score: Raw -14420.434545 + Penalty 1685.900387 = -12734.534159
  nChanged 5
		SP:Iteration 4Q (25068.680000 sec): 3 clusters
  Score: Raw -14446.167782 + Penalty 1685.900387 = -12760.267395
  nChanged 5
		SP:Iteration 5Q (25068.820000 sec): 3 clusters
  Score: Raw -14488.734949 + Penalty 1685.900387 = -12802.834562
  nChanged 5
		SP:Iteration 6Q (25068.960000 sec): 3 clusters
  Score: Raw -14592.163953 + Penalty 1685.900387 = -12906.263566
  nChanged 1
		SP:Iteration 7Q (25069.120000 sec): 3 clusters
  Score: Raw -14603.673250 + Penalty 1685.900387 = -12917.772863
  nChanged 1
		SP:Iteration 8Q (25069.240000 sec): 3 clusters
  Score: Raw -14615.065792 + Penalty 1685.900387 = -12929.165405
  nChanged 0
		SP:Iteration 9F (25069.420000 sec): 3 clusters
  Score: Raw -14615.065792 + Penalty 1685.900387 = -12929.165405
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 68 (147 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (25069.480000 sec): 2 clusters
  Score: Raw -7535.318858 + Penalty 810.945295 = -6724.373563
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (25069.610000 sec): 3 clusters
  Score: Raw -7691.765832 + Penalty 1621.890591 = -6069.875241
  nChanged 19
		SP:Iteration 1F (25069.740000 sec): 3 clusters
  Score: Raw -7796.570155 + Penalty 1621.890591 = -6174.679564
  nChanged 2
		SP:Iteration 2Q (25069.860000 sec): 3 clusters
  Score: Raw -7807.907536 + Penalty 1621.890591 = -6186.016946
  nChanged 0
		SP:Iteration 3F (25069.990000 sec): 3 clusters
  Score: Raw -7807.907536 + Penalty 1621.890591 = -6186.016946
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 69 (9234 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (25070.120000 sec): 2 clusters
  Score: Raw -1155529.912762 + Penalty 1483.730235 = -1154046.182526
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (25070.370000 sec): 3 clusters
  Score: Raw -1150468.363830 + Penalty 2967.460471 = -1147500.903359
  nChanged 3943
		SP:Iteration 1F (25070.560000 sec): 3 clusters
  Score: Raw -1152652.457703 + Penalty 2967.460471 = -1149684.997232
  nChanged 626
		SP:Iteration 2F (25070.770000 sec): 3 clusters
  Score: Raw -1153064.061271 + Penalty 2967.460471 = -1150096.600800
  nChanged 615
		SP:Iteration 3F (25070.940000 sec): 3 clusters
  Score: Raw -1153518.768182 + Penalty 2967.460471 = -1150551.307711
  nChanged 684
		SP:Iteration 4F (25071.130000 sec): 3 clusters
  Score: Raw -1154069.949858 + Penalty 2967.460471 = -1151102.489387
  nChanged 700
		SP:Iteration 5F (25071.320000 sec): 3 clusters
  Score: Raw -1154701.626294 + Penalty 2967.460471 = -1151734.165823
  nChanged 668
		SP:Iteration 6F (25071.540000 sec): 3 clusters
  Score: Raw -1155255.087366 + Penalty 2967.460471 = -1152287.626895
  nChanged 532
		SP:Iteration 7F (25071.780000 sec): 3 clusters
  Score: Raw -1155615.509095 + Penalty 2967.460471 = -1152648.048624
  nChanged 356
		SP:Iteration 8Q (25072.040000 sec): 3 clusters
  Score: Raw -1155792.751305 + Penalty 2967.460471 = -1152825.290834
  nChanged 223
		SP:Iteration 9Q (25072.290000 sec): 3 clusters
  Score: Raw -1155880.477852 + Penalty 2967.460471 = -1152913.017381
  nChanged 146
		SP:Iteration 10Q (25072.540000 sec): 3 clusters
  Score: Raw -1155931.557357 + Penalty 2967.460471 = -1152964.096886
  nChanged 97
		SP:Iteration 11Q (25072.780000 sec): 3 clusters
  Score: Raw -1155964.018784 + Penalty 2967.460471 = -1152996.558313
  nChanged 97
		SP:Iteration 12Q (25072.990000 sec): 3 clusters
  Score: Raw -1155993.186895 + Penalty 2967.460471 = -1153025.726424
  nChanged 78
		SP:Iteration 13Q (25073.250000 sec): 3 clusters
  Score: Raw -1156017.549601 + Penalty 2967.460471 = -1153050.089130
  nChanged 62
		SP:Iteration 14Q (25073.480000 sec): 3 clusters
  Score: Raw -1156035.151929 + Penalty 2967.460471 = -1153067.691458
  nChanged 43
		SP:Iteration 15Q (25073.660000 sec): 3 clusters
  Score: Raw -1156045.474705 + Penalty 2967.460471 = -1153078.014234
  nChanged 46
		SP:Iteration 16Q (25073.910000 sec): 3 clusters
  Score: Raw -1156057.253525 + Penalty 2967.460471 = -1153089.793054
  nChanged 38
		SP:Iteration 17Q (25074.130000 sec): 3 clusters
  Score: Raw -1156065.268909 + Penalty 2967.460471 = -1153097.808438
  nChanged 46
		SP:Iteration 18Q (25074.410000 sec): 3 clusters
  Score: Raw -1156075.647385 + Penalty 2967.460471 = -1153108.186914
  nChanged 34
		SP:Iteration 19Q (25074.610000 sec): 3 clusters
  Score: Raw -1156082.763089 + Penalty 2967.460471 = -1153115.302618
  nChanged 23
		SP:Iteration 20F (25074.810000 sec): 3 clusters
  Score: Raw -1156087.627823 + Penalty 2967.460471 = -1153120.167352
  nChanged 19
		SP:Iteration 21Q (25075.060000 sec): 3 clusters
  Score: Raw -1156092.803422 + Penalty 2967.460471 = -1153125.342951
  nChanged 20
		SP:Iteration 22Q (25075.290000 sec): 3 clusters
  Score: Raw -1156098.290014 + Penalty 2967.460471 = -1153130.829543
  nChanged 15
		SP:Iteration 23Q (25075.530000 sec): 3 clusters
  Score: Raw -1156101.648973 + Penalty 2967.460471 = -1153134.188502
  nChanged 13
		SP:Iteration 24Q (25075.760000 sec): 3 clusters
  Score: Raw -1156104.241645 + Penalty 2967.460471 = -1153136.781174
  nChanged 11
		SP:Iteration 25Q (25076.050000 sec): 3 clusters
  Score: Raw -1156106.288846 + Penalty 2967.460471 = -1153138.828375
  nChanged 5
		SP:Iteration 26Q (25076.270000 sec): 3 clusters
  Score: Raw -1156107.228775 + Penalty 2967.460471 = -1153139.768304
  nChanged 5
		SP:Iteration 27Q (25076.500000 sec): 3 clusters
  Score: Raw -1156108.256167 + Penalty 2967.460471 = -1153140.795696
  nChanged 7
		SP:Iteration 28Q (25076.770000 sec): 3 clusters
  Score: Raw -1156110.156919 + Penalty 2967.460471 = -1153142.696448
  nChanged 9
		SP:Iteration 29Q (25077.030000 sec): 3 clusters
  Score: Raw -1156111.771668 + Penalty 2967.460471 = -1153144.311197
  nChanged 9
		SP:Iteration 30Q (25077.310000 sec): 3 clusters
  Score: Raw -1156113.335183 + Penalty 2967.460471 = -1153145.874712
  nChanged 5
		SP:Iteration 31Q (25077.530000 sec): 3 clusters
  Score: Raw -1156114.556867 + Penalty 2967.460471 = -1153147.096396
  nChanged 13
		SP:Iteration 32Q (25077.720000 sec): 3 clusters
  Score: Raw -1156117.080711 + Penalty 2967.460471 = -1153149.620240
  nChanged 8
		SP:Iteration 33Q (25078.000000 sec): 3 clusters
  Score: Raw -1156118.412684 + Penalty 2967.460471 = -1153150.952213
  nChanged 4
		SP:Iteration 34Q (25078.260000 sec): 3 clusters
  Score: Raw -1156119.298623 + Penalty 2967.460471 = -1153151.838152
  nChanged 6
		SP:Iteration 35Q (25078.450000 sec): 3 clusters
  Score: Raw -1156120.460427 + Penalty 2967.460471 = -1153152.999956
  nChanged 8
		SP:Iteration 36Q (25078.670000 sec): 3 clusters
  Score: Raw -1156122.023570 + Penalty 2967.460471 = -1153154.563099
  nChanged 10
		SP:Iteration 37Q (25078.840000 sec): 3 clusters
  Score: Raw -1156123.627736 + Penalty 2967.460471 = -1153156.167265
  nChanged 5
		SP:Iteration 38Q (25079.050000 sec): 3 clusters
  Score: Raw -1156124.644987 + Penalty 2967.460471 = -1153157.184516
  nChanged 4
		SP:Iteration 39Q (25079.310000 sec): 3 clusters
  Score: Raw -1156125.769028 + Penalty 2967.460471 = -1153158.308557
  nChanged 6
		SP:Iteration 40F (25079.580000 sec): 3 clusters
  Score: Raw -1156127.024485 + Penalty 2967.460471 = -1153159.564014
  nChanged 8
		SP:Iteration 41Q (25079.820000 sec): 3 clusters
  Score: Raw -1156128.225305 + Penalty 2967.460471 = -1153160.764834
  nChanged 2
		SP:Iteration 42Q (25080.070000 sec): 3 clusters
  Score: Raw -1156128.524977 + Penalty 2967.460471 = -1153161.064506
  nChanged 3
		SP:Iteration 43Q (25080.230000 sec): 3 clusters
  Score: Raw -1156129.024763 + Penalty 2967.460471 = -1153161.564292
  nChanged 0
		SP:Iteration 44F (25080.420000 sec): 3 clusters
  Score: Raw -1156129.024763 + Penalty 2967.460471 = -1153161.564292
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 71 (212 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (25080.510000 sec): 2 clusters
  Score: Raw -16479.008638 + Penalty 870.445270 = -15608.563369
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (25080.690000 sec): 3 clusters
  Score: Raw -16587.429541 + Penalty 1740.890539 = -14846.539002
  nChanged 36
		SP:Iteration 1F (25080.880000 sec): 3 clusters
  Score: Raw -16673.499791 + Penalty 1740.890539 = -14932.609251
  nChanged 5
		SP:Iteration 2Q (25081.050000 sec): 3 clusters
  Score: Raw -16682.310133 + Penalty 1740.890539 = -14941.419594
  nChanged 3
		SP:Iteration 3Q (25081.190000 sec): 3 clusters
  Score: Raw -16693.039991 + Penalty 1740.890539 = -14952.149451
  nChanged 1
		SP:Iteration 4Q (25081.370000 sec): 3 clusters
  Score: Raw -16694.821582 + Penalty 1740.890539 = -14953.931042
  nChanged 0
		SP:Iteration 5F (25081.550000 sec): 3 clusters
  Score: Raw -16694.821582 + Penalty 1740.890539 = -14953.931042
  nChanged 0
Iteration 259Q (25178.340000 sec): 72 clusters
  Score: Raw -104744382.150047 + Penalty 157942.062623 = -104586440.087425
  nChanged 3137
Iteration 260F (25321.330000 sec): 72 clusters
  Score: Raw -104745868.632132 + Penalty 157942.062623 = -104587926.569509
  nChanged 1993
Iteration 261Q (25430.300000 sec): 72 clusters
  Score: Raw -104747568.329286 + Penalty 157942.062623 = -104589626.266664
  nChanged 1240
Iteration 262Q (25546.620000 sec): 72 clusters
  Score: Raw -104749165.363627 + Penalty 157942.062623 = -104591223.301005
  nChanged 839
Iteration 263Q (25659.520000 sec): 72 clusters
  Score: Raw -104750153.221857 + Penalty 157942.062623 = -104592211.159235
  nChanged 635
Iteration 264Q (25767.720000 sec): 72 clusters
  Score: Raw -104750371.225363 + Penalty 157942.062623 = -104592429.162740
  nChanged 493
Iteration 265Q (25883.060000 sec): 72 clusters
  Score: Raw -104750453.874946 + Penalty 157942.062623 = -104592511.812324
  nChanged 429
Iteration 266Q (25992.490000 sec): 72 clusters
  Score: Raw -104750508.760607 + Penalty 157942.062623 = -104592566.697984
  nChanged 334
Iteration 267Q (26113.930000 sec): 72 clusters
  Score: Raw -104750536.100836 + Penalty 157942.062623 = -104592594.038213
  nChanged 301
Iteration 268Q (26226.720000 sec): 72 clusters
  Score: Raw -104750562.850168 + Penalty 157942.062623 = -104592620.787546
  nChanged 264
Iteration 269Q (26328.730000 sec): 72 clusters
  Score: Raw -104750586.591567 + Penalty 157942.062623 = -104592644.528944
  nChanged 224
Iteration 270Q (26426.790000 sec): 72 clusters
  Score: Raw -104750606.026045 + Penalty 157942.062623 = -104592663.963423
  nChanged 181
Iteration 271Q (26522.850000 sec): 72 clusters
  Score: Raw -104750622.650938 + Penalty 157942.062623 = -104592680.588316
  nChanged 162
Iteration 272Q (26628.230000 sec): 72 clusters
  Score: Raw -104750630.371955 + Penalty 157942.062623 = -104592688.309332
  nChanged 122
Iteration 273Q (26728.810000 sec): 72 clusters
  Score: Raw -104750635.656572 + Penalty 157942.062623 = -104592693.593949
  nChanged 120
Iteration 274Q (26822.130000 sec): 72 clusters
  Score: Raw -104750639.519259 + Penalty 157942.062623 = -104592697.456637
  nChanged 79
Iteration 275Q (26943.800000 sec): 72 clusters
  Score: Raw -104750645.005028 + Penalty 157942.062623 = -104592702.942406
  nChanged 76
Iteration 276Q (27058.780000 sec): 72 clusters
  Score: Raw -104750647.317012 + Penalty 157942.062623 = -104592705.254390
  nChanged 72
Iteration 277Q (27153.260000 sec): 72 clusters
  Score: Raw -104750649.482279 + Penalty 157942.062623 = -104592707.419656
  nChanged 47
Iteration 278Q (27247.710000 sec): 72 clusters
  Score: Raw -104750651.114586 + Penalty 157942.062623 = -104592709.051963
  nChanged 44
Iteration 279Q (27344.120000 sec): 72 clusters
  Score: Raw -104750652.146568 + Penalty 157942.062623 = -104592710.083945
  nChanged 39
Iteration 280F (27476.050000 sec): 72 clusters
  Score: Raw -104750899.515928 + Penalty 157942.062623 = -104592957.453305
  nChanged 159
Iteration 281Q (27589.020000 sec): 72 clusters
  Score: Raw -104751136.300274 + Penalty 157942.062623 = -104593194.237651
  nChanged 204
Iteration 282Q (27702.640000 sec): 72 clusters
  Score: Raw -104751332.140566 + Penalty 157942.062623 = -104593390.077943
  nChanged 256
Iteration 283Q (27813.920000 sec): 72 clusters
  Score: Raw -104751597.635974 + Penalty 157942.062623 = -104593655.573351
  nChanged 319
Iteration 284Q (27909.790000 sec): 72 clusters
  Score: Raw -104751817.949546 + Penalty 157942.062623 = -104593875.886923
  nChanged 329
Iteration 285Q (28010.450000 sec): 72 clusters
  Score: Raw -104752084.684655 + Penalty 157942.062623 = -104594142.622032
  nChanged 294
Iteration 286Q (28113.690000 sec): 72 clusters
  Score: Raw -104752157.903406 + Penalty 157942.062623 = -104594215.840784
  nChanged 245
Iteration 287Q (28207.870000 sec): 72 clusters
  Score: Raw -104752201.738274 + Penalty 157942.062623 = -104594259.675651
  nChanged 198
Iteration 288Q (28309.360000 sec): 72 clusters
  Score: Raw -104752227.916393 + Penalty 157942.062623 = -104594285.853770
  nChanged 174
Iteration 289Q (28416.100000 sec): 72 clusters
  Score: Raw -104752244.136078 + Penalty 157942.062623 = -104594302.073456
  nChanged 132
Iteration 290Q (28533.440000 sec): 72 clusters
  Score: Raw -104752257.336716 + Penalty 157942.062623 = -104594315.274093
  nChanged 110
Iteration 291Q (28633.680000 sec): 72 clusters
  Score: Raw -104752266.131055 + Penalty 157942.062623 = -104594324.068433
  nChanged 97
Iteration 292Q (28734.390000 sec): 72 clusters
  Score: Raw -104752271.654055 + Penalty 157942.062623 = -104594329.591432
  nChanged 76
Iteration 293Q (28833.990000 sec): 72 clusters
  Score: Raw -104752274.230556 + Penalty 157942.062623 = -104594332.167933
  nChanged 67
Iteration 294Q (28920.860000 sec): 72 clusters
  Score: Raw -104752281.169859 + Penalty 157942.062623 = -104594339.107236
  nChanged 58
Iteration 295Q (29008.080000 sec): 72 clusters
  Score: Raw -104752284.951591 + Penalty 157942.062623 = -104594342.888968
  nChanged 42
Iteration 296Q (29105.090000 sec): 72 clusters
  Score: Raw -104752288.418572 + Penalty 157942.062623 = -104594346.355950
  nChanged 39
Iteration 297Q (29194.760000 sec): 72 clusters
  Score: Raw -104752293.462573 + Penalty 157942.062623 = -104594351.399950
  nChanged 29
Iteration 298Q (29295.990000 sec): 72 clusters
  Score: Raw -104752296.856120 + Penalty 157942.062623 = -104594354.793498
  nChanged 27
Writing temp clu file 
Because OldScore, -104594351.399950, is greater than current (better) Score,-104594354.793498 
 Compute initial score before splitting:   Score: Raw -104752296.856120 + Penalty 157942.062623 = -104594354.793498
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 1 (10318 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (29296.350000 sec): 2 clusters
  Score: Raw -1224447.429871 + Penalty 1501.767349 = -1222945.662522
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (29296.630000 sec): 3 clusters
  Score: Raw -1218648.568974 + Penalty 3003.534697 = -1215645.034276
  nChanged 4450
		SP:Iteration 1F (29296.850000 sec): 3 clusters
  Score: Raw -1221099.846544 + Penalty 3003.534697 = -1218096.311847
  nChanged 696
		SP:Iteration 2F (29297.100000 sec): 3 clusters
  Score: Raw -1221498.179497 + Penalty 3003.534697 = -1218494.644800
  nChanged 636
		SP:Iteration 3F (29297.350000 sec): 3 clusters
  Score: Raw -1221890.536061 + Penalty 3003.534697 = -1218887.001364
  nChanged 659
		SP:Iteration 4F (29297.550000 sec): 3 clusters
  Score: Raw -1222325.975978 + Penalty 3003.534697 = -1219322.441281
  nChanged 656
		SP:Iteration 5F (29297.790000 sec): 3 clusters
  Score: Raw -1222784.594114 + Penalty 3003.534697 = -1219781.059417
  nChanged 637
		SP:Iteration 6F (29298.040000 sec): 3 clusters
  Score: Raw -1223248.562515 + Penalty 3003.534697 = -1220245.027818
  nChanged 520
		SP:Iteration 7F (29298.270000 sec): 3 clusters
  Score: Raw -1223548.462551 + Penalty 3003.534697 = -1220544.927854
  nChanged 382
		SP:Iteration 8Q (29298.540000 sec): 3 clusters
  Score: Raw -1223754.844818 + Penalty 3003.534697 = -1220751.310121
  nChanged 287
		SP:Iteration 9Q (29298.820000 sec): 3 clusters
  Score: Raw -1223894.051744 + Penalty 3003.534697 = -1220890.517047
  nChanged 235
		SP:Iteration 10Q (29299.100000 sec): 3 clusters
  Score: Raw -1223991.197243 + Penalty 3003.534697 = -1220987.662546
  nChanged 173
		SP:Iteration 11Q (29299.410000 sec): 3 clusters
  Score: Raw -1224060.023243 + Penalty 3003.534697 = -1221056.488546
  nChanged 140
		SP:Iteration 12Q (29299.720000 sec): 3 clusters
  Score: Raw -1224115.503625 + Penalty 3003.534697 = -1221111.968928
  nChanged 112
		SP:Iteration 13Q (29300.030000 sec): 3 clusters
  Score: Raw -1224164.782322 + Penalty 3003.534697 = -1221161.247625
  nChanged 115
		SP:Iteration 14Q (29300.270000 sec): 3 clusters
  Score: Raw -1224210.404422 + Penalty 3003.534697 = -1221206.869725
  nChanged 106
		SP:Iteration 15Q (29300.480000 sec): 3 clusters
  Score: Raw -1224254.754696 + Penalty 3003.534697 = -1221251.219999
  nChanged 94
		SP:Iteration 16Q (29300.730000 sec): 3 clusters
  Score: Raw -1224295.300149 + Penalty 3003.534697 = -1221291.765452
  nChanged 92
		SP:Iteration 17Q (29300.930000 sec): 3 clusters
  Score: Raw -1224326.281804 + Penalty 3003.534697 = -1221322.747107
  nChanged 83
		SP:Iteration 18Q (29301.150000 sec): 3 clusters
  Score: Raw -1224356.055638 + Penalty 3003.534697 = -1221352.520941
  nChanged 85
		SP:Iteration 19Q (29301.420000 sec): 3 clusters
  Score: Raw -1224400.117413 + Penalty 3003.534697 = -1221396.582716
  nChanged 92
		SP:Iteration 20F (29301.680000 sec): 3 clusters
  Score: Raw -1224447.076476 + Penalty 3003.534697 = -1221443.541778
  nChanged 83
		SP:Iteration 21Q (29301.880000 sec): 3 clusters
  Score: Raw -1224490.501848 + Penalty 3003.534697 = -1221486.967151
  nChanged 66
		SP:Iteration 22Q (29302.140000 sec): 3 clusters
  Score: Raw -1224527.117114 + Penalty 3003.534697 = -1221523.582417
  nChanged 73
		SP:Iteration 23Q (29302.410000 sec): 3 clusters
  Score: Raw -1224562.846944 + Penalty 3003.534697 = -1221559.312247
  nChanged 68
		SP:Iteration 24Q (29302.640000 sec): 3 clusters
  Score: Raw -1224609.593556 + Penalty 3003.534697 = -1221606.058859
  nChanged 68
		SP:Iteration 25Q (29302.910000 sec): 3 clusters
  Score: Raw -1224659.314346 + Penalty 3003.534697 = -1221655.779649
  nChanged 58
		SP:Iteration 26Q (29303.160000 sec): 3 clusters
  Score: Raw -1224705.706297 + Penalty 3003.534697 = -1221702.171600
  nChanged 62
		SP:Iteration 27Q (29303.380000 sec): 3 clusters
  Score: Raw -1224762.518107 + Penalty 3003.534697 = -1221758.983410
  nChanged 58
		SP:Iteration 28Q (29303.620000 sec): 3 clusters
  Score: Raw -1224833.062043 + Penalty 3003.534697 = -1221829.527346
  nChanged 60
		SP:Iteration 29Q (29303.860000 sec): 3 clusters
  Score: Raw -1224898.638586 + Penalty 3003.534697 = -1221895.103889
  nChanged 45
		SP:Iteration 30Q (29304.050000 sec): 3 clusters
  Score: Raw -1224940.607523 + Penalty 3003.534697 = -1221937.072826
  nChanged 43
		SP:Iteration 31Q (29304.260000 sec): 3 clusters
  Score: Raw -1224975.671412 + Penalty 3003.534697 = -1221972.136715
  nChanged 36
		SP:Iteration 32Q (29304.480000 sec): 3 clusters
  Score: Raw -1224996.945583 + Penalty 3003.534697 = -1221993.410886
  nChanged 26
		SP:Iteration 33Q (29304.730000 sec): 3 clusters
  Score: Raw -1225010.227176 + Penalty 3003.534697 = -1222006.692479
  nChanged 14
		SP:Iteration 34Q (29304.890000 sec): 3 clusters
  Score: Raw -1225017.350699 + Penalty 3003.534697 = -1222013.816002
  nChanged 13
		SP:Iteration 35Q (29305.100000 sec): 3 clusters
  Score: Raw -1225022.423626 + Penalty 3003.534697 = -1222018.888929
  nChanged 8
		SP:Iteration 36Q (29305.370000 sec): 3 clusters
  Score: Raw -1225026.412894 + Penalty 3003.534697 = -1222022.878197
  nChanged 11
		SP:Iteration 37Q (29305.640000 sec): 3 clusters
  Score: Raw -1225031.509368 + Penalty 3003.534697 = -1222027.974671
  nChanged 15
		SP:Iteration 38Q (29305.950000 sec): 3 clusters
  Score: Raw -1225038.328433 + Penalty 3003.534697 = -1222034.793736
  nChanged 13
		SP:Iteration 39Q (29306.160000 sec): 3 clusters
  Score: Raw -1225046.294856 + Penalty 3003.534697 = -1222042.760159
  nChanged 6
		SP:Iteration 40F (29306.360000 sec): 3 clusters
  Score: Raw -1225049.194798 + Penalty 3003.534697 = -1222045.660101
  nChanged 6
		SP:Iteration 41Q (29306.630000 sec): 3 clusters
  Score: Raw -1225050.875097 + Penalty 3003.534697 = -1222047.340400
  nChanged 3
		SP:Iteration 42Q (29306.870000 sec): 3 clusters
  Score: Raw -1225051.727539 + Penalty 3003.534697 = -1222048.192842
  nChanged 0
		SP:Iteration 43F (29307.120000 sec): 3 clusters
  Score: Raw -1225051.727539 + Penalty 3003.534697 = -1222048.192842
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 2 (25589 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (29307.350000 sec): 2 clusters
  Score: Raw -3224586.358033 + Penalty 1649.361651 = -3222936.996382
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (29307.720000 sec): 3 clusters
  Score: Raw -3208918.511404 + Penalty 3298.723301 = -3205619.788103
  nChanged 11704
		SP:Iteration 1F (29308.070000 sec): 3 clusters
  Score: Raw -3215632.494237 + Penalty 3298.723301 = -3212333.770935
  nChanged 1254
		SP:Iteration 2Q (29308.440000 sec): 3 clusters
  Score: Raw -3216082.100041 + Penalty 3298.723301 = -3212783.376739
  nChanged 1218
		SP:Iteration 3Q (29308.790000 sec): 3 clusters
  Score: Raw -3216548.687990 + Penalty 3298.723301 = -3213249.964689
  nChanged 1280
		SP:Iteration 4F (29309.140000 sec): 3 clusters
  Score: Raw -3217150.953209 + Penalty 3298.723301 = -3213852.229908
  nChanged 1405
		SP:Iteration 5F (29309.490000 sec): 3 clusters
  Score: Raw -3217894.935975 + Penalty 3298.723301 = -3214596.212674
  nChanged 1469
		SP:Iteration 6F (29309.820000 sec): 3 clusters
  Score: Raw -3218790.689536 + Penalty 3298.723301 = -3215491.966234
  nChanged 1467
		SP:Iteration 7F (29310.160000 sec): 3 clusters
  Score: Raw -3219724.814063 + Penalty 3298.723301 = -3216426.090762
  nChanged 1372
		SP:Iteration 8F (29310.470000 sec): 3 clusters
  Score: Raw -3220664.639694 + Penalty 3298.723301 = -3217365.916393
  nChanged 1282
		SP:Iteration 9F (29310.840000 sec): 3 clusters
  Score: Raw -3221608.544641 + Penalty 3298.723301 = -3218309.821340
  nChanged 1136
		SP:Iteration 10Q (29311.230000 sec): 3 clusters
  Score: Raw -3222492.616716 + Penalty 3298.723301 = -3219193.893415
  nChanged 909
		SP:Iteration 11Q (29311.570000 sec): 3 clusters
  Score: Raw -3223177.046516 + Penalty 3298.723301 = -3219878.323215
  nChanged 692
		SP:Iteration 12Q (29311.930000 sec): 3 clusters
  Score: Raw -3223698.507152 + Penalty 3298.723301 = -3220399.783850
  nChanged 518
		SP:Iteration 13Q (29312.270000 sec): 3 clusters
  Score: Raw -3224088.620214 + Penalty 3298.723301 = -3220789.896913
  nChanged 372
		SP:Iteration 14Q (29312.650000 sec): 3 clusters
  Score: Raw -3224377.010829 + Penalty 3298.723301 = -3221078.287528
  nChanged 253
		SP:Iteration 15Q (29312.980000 sec): 3 clusters
  Score: Raw -3224559.658939 + Penalty 3298.723301 = -3221260.935638
  nChanged 158
		SP:Iteration 16Q (29313.250000 sec): 3 clusters
  Score: Raw -3224679.202134 + Penalty 3298.723301 = -3221380.478832
  nChanged 84
		SP:Iteration 17Q (29313.600000 sec): 3 clusters
  Score: Raw -3224745.129766 + Penalty 3298.723301 = -3221446.406464
  nChanged 48
		SP:Iteration 18Q (29313.990000 sec): 3 clusters
  Score: Raw -3224786.686610 + Penalty 3298.723301 = -3221487.963309
  nChanged 34
		SP:Iteration 19Q (29314.360000 sec): 3 clusters
  Score: Raw -3224820.845266 + Penalty 3298.723301 = -3221522.121964
  nChanged 25
		SP:Iteration 20F (29314.670000 sec): 3 clusters
  Score: Raw -3224842.610971 + Penalty 3298.723301 = -3221543.887670
  nChanged 17
		SP:Iteration 21Q (29315.020000 sec): 3 clusters
  Score: Raw -3224852.326429 + Penalty 3298.723301 = -3221553.603128
  nChanged 8
		SP:Iteration 22Q (29315.310000 sec): 3 clusters
  Score: Raw -3224857.628038 + Penalty 3298.723301 = -3221558.904737
  nChanged 5
		SP:Iteration 23Q (29315.650000 sec): 3 clusters
  Score: Raw -3224860.009139 + Penalty 3298.723301 = -3221561.285837
  nChanged 3
		SP:Iteration 24Q (29315.970000 sec): 3 clusters
  Score: Raw -3224862.592427 + Penalty 3298.723301 = -3221563.869125
  nChanged 1
		SP:Iteration 25Q (29316.220000 sec): 3 clusters
  Score: Raw -3224863.370887 + Penalty 3298.723301 = -3221564.647586
  nChanged 0
		SP:Iteration 26F (29316.560000 sec): 3 clusters
  Score: Raw -3224863.370887 + Penalty 3298.723301 = -3221564.647586
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 3 (122 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (29316.630000 sec): 2 clusters
  Score: Raw -14468.709852 + Penalty 780.653420 = -13688.056432
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (29316.780000 sec): 3 clusters
  Score: Raw -14737.685019 + Penalty 1561.306840 = -13176.378179
  nChanged 19
		SP:Iteration 1F (29316.930000 sec): 3 clusters
  Score: Raw -14811.531299 + Penalty 1561.306840 = -13250.224459
  nChanged 3
		SP:Iteration 2Q (29317.070000 sec): 3 clusters
  Score: Raw -14822.476550 + Penalty 1561.306840 = -13261.169710
  nChanged 0
		SP:Iteration 3F (29317.210000 sec): 3 clusters
  Score: Raw -14822.476550 + Penalty 1561.306840 = -13261.169710
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 4 (1355 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (29317.310000 sec): 2 clusters
  Score: Raw -151538.064492 + Penalty 1171.877969 = -150366.186522
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (29317.500000 sec): 3 clusters
  Score: Raw -151028.145659 + Penalty 2343.755938 = -148684.389721
  nChanged 436
		SP:Iteration 1F (29317.710000 sec): 3 clusters
  Score: Raw -151507.071297 + Penalty 2343.755938 = -149163.315358
  nChanged 139
		SP:Iteration 2F (29317.880000 sec): 3 clusters
  Score: Raw -151814.037996 + Penalty 2343.755938 = -149470.282057
  nChanged 117
		SP:Iteration 3F (29317.970000 sec): 3 clusters
  Score: Raw -152056.869114 + Penalty 2343.755938 = -149713.113176
  nChanged 88
		SP:Iteration 4F (29318.150000 sec): 3 clusters
  Score: Raw -152157.967237 + Penalty 2343.755938 = -149814.211299
  nChanged 52
		SP:Iteration 5Q (29318.330000 sec): 3 clusters
  Score: Raw -152213.527275 + Penalty 2343.755938 = -149869.771337
  nChanged 34
		SP:Iteration 6Q (29318.480000 sec): 3 clusters
  Score: Raw -152251.219717 + Penalty 2343.755938 = -149907.463778
  nChanged 26
		SP:Iteration 7Q (29318.600000 sec): 3 clusters
  Score: Raw -152284.191258 + Penalty 2343.755938 = -149940.435320
  nChanged 30
		SP:Iteration 8Q (29318.810000 sec): 3 clusters
  Score: Raw -152306.631216 + Penalty 2343.755938 = -149962.875278
  nChanged 25
		SP:Iteration 9Q (29319.030000 sec): 3 clusters
  Score: Raw -152327.047247 + Penalty 2343.755938 = -149983.291308
  nChanged 15
		SP:Iteration 10Q (29319.250000 sec): 3 clusters
  Score: Raw -152339.335545 + Penalty 2343.755938 = -149995.579606
  nChanged 10
		SP:Iteration 11Q (29319.480000 sec): 3 clusters
  Score: Raw -152347.557513 + Penalty 2343.755938 = -150003.801574
  nChanged 8
		SP:Iteration 12Q (29319.600000 sec): 3 clusters
  Score: Raw -152352.644915 + Penalty 2343.755938 = -150008.888977
  nChanged 5
		SP:Iteration 13Q (29319.730000 sec): 3 clusters
  Score: Raw -152356.835107 + Penalty 2343.755938 = -150013.079168
  nChanged 2
		SP:Iteration 14Q (29319.890000 sec): 3 clusters
  Score: Raw -152357.977738 + Penalty 2343.755938 = -150014.221800
  nChanged 1
		SP:Iteration 15Q (29320.060000 sec): 3 clusters
  Score: Raw -152358.341781 + Penalty 2343.755938 = -150014.585843
  nChanged 0
		SP:Iteration 16F (29320.260000 sec): 3 clusters
  Score: Raw -152358.341781 + Penalty 2343.755938 = -150014.585843
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 5 (5377 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (29320.360000 sec): 2 clusters
  Score: Raw -650131.366633 + Penalty 1395.856455 = -648735.510178
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (29320.550000 sec): 3 clusters
  Score: Raw -647384.627620 + Penalty 2791.712910 = -644592.914710
  nChanged 2184
		SP:Iteration 1F (29320.710000 sec): 3 clusters
  Score: Raw -648682.536183 + Penalty 2791.712910 = -645890.823273
  nChanged 407
		SP:Iteration 2F (29320.920000 sec): 3 clusters
  Score: Raw -648918.654330 + Penalty 2791.712910 = -646126.941420
  nChanged 322
		SP:Iteration 3F (29321.150000 sec): 3 clusters
  Score: Raw -649143.393177 + Penalty 2791.712910 = -646351.680267
  nChanged 330
		SP:Iteration 4F (29321.340000 sec): 3 clusters
  Score: Raw -649393.718736 + Penalty 2791.712910 = -646602.005826
  nChanged 321
		SP:Iteration 5F (29321.460000 sec): 3 clusters
  Score: Raw -649651.542534 + Penalty 2791.712910 = -646859.829624
  nChanged 299
		SP:Iteration 6F (29321.680000 sec): 3 clusters
  Score: Raw -649891.126669 + Penalty 2791.712910 = -647099.413759
  nChanged 274
		SP:Iteration 7F (29321.860000 sec): 3 clusters
  Score: Raw -650097.576853 + Penalty 2791.712910 = -647305.863943
  nChanged 214
		SP:Iteration 8Q (29322.020000 sec): 3 clusters
  Score: Raw -650219.470019 + Penalty 2791.712910 = -647427.757109
  nChanged 159
		SP:Iteration 9Q (29322.250000 sec): 3 clusters
  Score: Raw -650290.820399 + Penalty 2791.712910 = -647499.107489
  nChanged 108
		SP:Iteration 10Q (29322.450000 sec): 3 clusters
  Score: Raw -650331.653614 + Penalty 2791.712910 = -647539.940704
  nChanged 74
		SP:Iteration 11Q (29322.670000 sec): 3 clusters
  Score: Raw -650360.012793 + Penalty 2791.712910 = -647568.299883
  nChanged 57
		SP:Iteration 12Q (29322.890000 sec): 3 clusters
  Score: Raw -650377.631053 + Penalty 2791.712910 = -647585.918143
  nChanged 47
		SP:Iteration 13Q (29323.090000 sec): 3 clusters
  Score: Raw -650392.781352 + Penalty 2791.712910 = -647601.068442
  nChanged 31
		SP:Iteration 14Q (29323.260000 sec): 3 clusters
  Score: Raw -650399.922085 + Penalty 2791.712910 = -647608.209176
  nChanged 18
		SP:Iteration 15Q (29323.450000 sec): 3 clusters
  Score: Raw -650404.383112 + Penalty 2791.712910 = -647612.670202
  nChanged 12
		SP:Iteration 16Q (29323.660000 sec): 3 clusters
  Score: Raw -650407.928159 + Penalty 2791.712910 = -647616.215249
  nChanged 13
		SP:Iteration 17Q (29323.870000 sec): 3 clusters
  Score: Raw -650410.475405 + Penalty 2791.712910 = -647618.762495
  nChanged 10
		SP:Iteration 18Q (29324.070000 sec): 3 clusters
  Score: Raw -650412.191865 + Penalty 2791.712910 = -647620.478955
  nChanged 6
		SP:Iteration 19Q (29324.220000 sec): 3 clusters
  Score: Raw -650413.521377 + Penalty 2791.712910 = -647621.808467
  nChanged 6
		SP:Iteration 20F (29324.420000 sec): 3 clusters
  Score: Raw -650414.973767 + Penalty 2791.712910 = -647623.260857
  nChanged 3
		SP:Iteration 21Q (29324.600000 sec): 3 clusters
  Score: Raw -650415.642020 + Penalty 2791.712910 = -647623.929110
  nChanged 4
		SP:Iteration 22Q (29324.830000 sec): 3 clusters
  Score: Raw -650416.465048 + Penalty 2791.712910 = -647624.752138
  nChanged 4
		SP:Iteration 23Q (29325.090000 sec): 3 clusters
  Score: Raw -650417.191213 + Penalty 2791.712910 = -647625.478303
  nChanged 7
		SP:Iteration 24Q (29325.350000 sec): 3 clusters
  Score: Raw -650418.743774 + Penalty 2791.712910 = -647627.030864
  nChanged 8
		SP:Iteration 25Q (29325.580000 sec): 3 clusters
  Score: Raw -650420.874415 + Penalty 2791.712910 = -647629.161505
  nChanged 6
		SP:Iteration 26Q (29325.760000 sec): 3 clusters
  Score: Raw -650422.003143 + Penalty 2791.712910 = -647630.290233
  nChanged 3
		SP:Iteration 27Q (29325.960000 sec): 3 clusters
  Score: Raw -650422.410075 + Penalty 2791.712910 = -647630.697165
  nChanged 0
		SP:Iteration 28F (29326.120000 sec): 3 clusters
  Score: Raw -650422.410075 + Penalty 2791.712910 = -647630.697165
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 6 (968 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (29326.230000 sec): 2 clusters
  Score: Raw -113278.854309 + Penalty 1117.225214 = -112161.629094
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (29326.330000 sec): 3 clusters
  Score: Raw -112992.750162 + Penalty 2234.450428 = -110758.299734
  nChanged 308
		SP:Iteration 1F (29326.500000 sec): 3 clusters
  Score: Raw -113325.719917 + Penalty 2234.450428 = -111091.269489
  nChanged 97
		SP:Iteration 2F (29326.710000 sec): 3 clusters
  Score: Raw -113439.747624 + Penalty 2234.450428 = -111205.297196
  nChanged 41
		SP:Iteration 3Q (29326.840000 sec): 3 clusters
  Score: Raw -113485.497469 + Penalty 2234.450428 = -111251.047040
  nChanged 27
		SP:Iteration 4Q (29326.980000 sec): 3 clusters
  Score: Raw -113511.418847 + Penalty 2234.450428 = -111276.968419
  nChanged 17
		SP:Iteration 5Q (29327.130000 sec): 3 clusters
  Score: Raw -113527.275328 + Penalty 2234.450428 = -111292.824900
  nChanged 13
		SP:Iteration 6Q (29327.300000 sec): 3 clusters
  Score: Raw -113540.236990 + Penalty 2234.450428 = -111305.786562
  nChanged 13
		SP:Iteration 7Q (29327.450000 sec): 3 clusters
  Score: Raw -113554.138318 + Penalty 2234.450428 = -111319.687889
  nChanged 9
		SP:Iteration 8Q (29327.580000 sec): 3 clusters
  Score: Raw -113562.159480 + Penalty 2234.450428 = -111327.709052
  nChanged 12
		SP:Iteration 9Q (29327.710000 sec): 3 clusters
  Score: Raw -113575.113025 + Penalty 2234.450428 = -111340.662597
  nChanged 14
		SP:Iteration 10Q (29327.840000 sec): 3 clusters
  Score: Raw -113585.896638 + Penalty 2234.450428 = -111351.446210
  nChanged 12
		SP:Iteration 11Q (29327.980000 sec): 3 clusters
  Score: Raw -113596.133464 + Penalty 2234.450428 = -111361.683036
  nChanged 6
		SP:Iteration 12Q (29328.110000 sec): 3 clusters
  Score: Raw -113602.035975 + Penalty 2234.450428 = -111367.585547
  nChanged 4
		SP:Iteration 13Q (29328.250000 sec): 3 clusters
  Score: Raw -113605.834952 + Penalty 2234.450428 = -111371.384524
  nChanged 5
		SP:Iteration 14Q (29328.420000 sec): 3 clusters
  Score: Raw -113608.811856 + Penalty 2234.450428 = -111374.361428
  nChanged 4
		SP:Iteration 15Q (29328.560000 sec): 3 clusters
  Score: Raw -113610.660197 + Penalty 2234.450428 = -111376.209769
  nChanged 3
		SP:Iteration 16Q (29328.740000 sec): 3 clusters
  Score: Raw -113612.935984 + Penalty 2234.450428 = -111378.485556
  nChanged 0
		SP:Iteration 17F (29328.900000 sec): 3 clusters
  Score: Raw -113612.935984 + Penalty 2234.450428 = -111378.485556
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 7 (7208 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (29328.960000 sec): 2 clusters
  Score: Raw -875653.390568 + Penalty 1443.478855 = -874209.911713
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (29329.180000 sec): 3 clusters
  Score: Raw -871703.374088 + Penalty 2886.957710 = -868816.416378
  nChanged 3059
		SP:Iteration 1F (29329.360000 sec): 3 clusters
  Score: Raw -873347.339965 + Penalty 2886.957710 = -870460.382255
  nChanged 473
		SP:Iteration 2F (29329.550000 sec): 3 clusters
  Score: Raw -873571.396507 + Penalty 2886.957710 = -870684.438797
  nChanged 356
		SP:Iteration 3Q (29329.730000 sec): 3 clusters
  Score: Raw -873712.838668 + Penalty 2886.957710 = -870825.880958
  nChanged 287
		SP:Iteration 4Q (29329.910000 sec): 3 clusters
  Score: Raw -873826.402224 + Penalty 2886.957710 = -870939.444514
  nChanged 261
		SP:Iteration 5Q (29330.100000 sec): 3 clusters
  Score: Raw -873933.595631 + Penalty 2886.957710 = -871046.637922
  nChanged 228
		SP:Iteration 6Q (29330.310000 sec): 3 clusters
  Score: Raw -874023.555743 + Penalty 2886.957710 = -871136.598033
  nChanged 199
		SP:Iteration 7Q (29330.480000 sec): 3 clusters
  Score: Raw -874092.762183 + Penalty 2886.957710 = -871205.804473
  nChanged 173
		SP:Iteration 8Q (29330.730000 sec): 3 clusters
  Score: Raw -874150.189553 + Penalty 2886.957710 = -871263.231843
  nChanged 159
		SP:Iteration 9Q (29330.870000 sec): 3 clusters
  Score: Raw -874202.948068 + Penalty 2886.957710 = -871315.990358
  nChanged 157
		SP:Iteration 10Q (29331.070000 sec): 3 clusters
  Score: Raw -874252.148870 + Penalty 2886.957710 = -871365.191160
  nChanged 166
		SP:Iteration 11Q (29331.250000 sec): 3 clusters
  Score: Raw -874312.110789 + Penalty 2886.957710 = -871425.153079
  nChanged 190
		SP:Iteration 12Q (29331.450000 sec): 3 clusters
  Score: Raw -874382.488907 + Penalty 2886.957710 = -871495.531197
  nChanged 186
		SP:Iteration 13Q (29331.630000 sec): 3 clusters
  Score: Raw -874448.102453 + Penalty 2886.957710 = -871561.144743
  nChanged 166
		SP:Iteration 14Q (29331.860000 sec): 3 clusters
  Score: Raw -874506.465272 + Penalty 2886.957710 = -871619.507563
  nChanged 164
		SP:Iteration 15Q (29332.040000 sec): 3 clusters
  Score: Raw -874567.236582 + Penalty 2886.957710 = -871680.278872
  nChanged 169
		SP:Iteration 16Q (29332.230000 sec): 3 clusters
  Score: Raw -874634.659485 + Penalty 2886.957710 = -871747.701775
  nChanged 178
		SP:Iteration 17Q (29332.410000 sec): 3 clusters
  Score: Raw -874712.823595 + Penalty 2886.957710 = -871825.865885
  nChanged 172
		SP:Iteration 18Q (29332.610000 sec): 3 clusters
  Score: Raw -874787.212197 + Penalty 2886.957710 = -871900.254487
  nChanged 176
		SP:Iteration 19Q (29332.790000 sec): 3 clusters
  Score: Raw -874867.380438 + Penalty 2886.957710 = -871980.422728
  nChanged 160
		SP:Iteration 20F (29332.990000 sec): 3 clusters
  Score: Raw -874934.179455 + Penalty 2886.957710 = -872047.221745
  nChanged 129
		SP:Iteration 21Q (29333.230000 sec): 3 clusters
  Score: Raw -874987.852359 + Penalty 2886.957710 = -872100.894649
  nChanged 150
		SP:Iteration 22Q (29333.440000 sec): 3 clusters
  Score: Raw -875060.898018 + Penalty 2886.957710 = -872173.940308
  nChanged 135
		SP:Iteration 23Q (29333.630000 sec): 3 clusters
  Score: Raw -875129.270040 + Penalty 2886.957710 = -872242.312330
  nChanged 132
		SP:Iteration 24Q (29333.820000 sec): 3 clusters
  Score: Raw -875203.413689 + Penalty 2886.957710 = -872316.455980
  nChanged 128
		SP:Iteration 25Q (29333.970000 sec): 3 clusters
  Score: Raw -875280.699580 + Penalty 2886.957710 = -872393.741870
  nChanged 102
		SP:Iteration 26Q (29334.160000 sec): 3 clusters
  Score: Raw -875345.977284 + Penalty 2886.957710 = -872459.019575
  nChanged 108
		SP:Iteration 27Q (29334.350000 sec): 3 clusters
  Score: Raw -875408.485874 + Penalty 2886.957710 = -872521.528164
  nChanged 88
		SP:Iteration 28Q (29334.540000 sec): 3 clusters
  Score: Raw -875461.695898 + Penalty 2886.957710 = -872574.738188
  nChanged 75
		SP:Iteration 29Q (29334.720000 sec): 3 clusters
  Score: Raw -875516.429783 + Penalty 2886.957710 = -872629.472073
  nChanged 65
		SP:Iteration 30Q (29334.900000 sec): 3 clusters
  Score: Raw -875561.509314 + Penalty 2886.957710 = -872674.551604
  nChanged 45
		SP:Iteration 31Q (29335.090000 sec): 3 clusters
  Score: Raw -875592.064110 + Penalty 2886.957710 = -872705.106401
  nChanged 45
		SP:Iteration 32Q (29335.280000 sec): 3 clusters
  Score: Raw -875626.565821 + Penalty 2886.957710 = -872739.608111
  nChanged 45
		SP:Iteration 33Q (29335.500000 sec): 3 clusters
  Score: Raw -875659.152631 + Penalty 2886.957710 = -872772.194921
  nChanged 40
		SP:Iteration 34Q (29335.700000 sec): 3 clusters
  Score: Raw -875684.203899 + Penalty 2886.957710 = -872797.246189
  nChanged 23
		SP:Iteration 35Q (29335.890000 sec): 3 clusters
  Score: Raw -875699.571844 + Penalty 2886.957710 = -872812.614134
  nChanged 18
		SP:Iteration 36Q (29336.050000 sec): 3 clusters
  Score: Raw -875711.715857 + Penalty 2886.957710 = -872824.758147
  nChanged 17
		SP:Iteration 37Q (29336.230000 sec): 3 clusters
  Score: Raw -875725.904452 + Penalty 2886.957710 = -872838.946742
  nChanged 10
		SP:Iteration 38Q (29336.410000 sec): 3 clusters
  Score: Raw -875732.118329 + Penalty 2886.957710 = -872845.160619
  nChanged 5
		SP:Iteration 39Q (29336.590000 sec): 3 clusters
  Score: Raw -875735.799427 + Penalty 2886.957710 = -872848.841717
  nChanged 5
		SP:Iteration 40F (29336.800000 sec): 3 clusters
  Score: Raw -875739.643177 + Penalty 2886.957710 = -872852.685467
  nChanged 4
		SP:Iteration 41Q (29336.960000 sec): 3 clusters
  Score: Raw -875743.020200 + Penalty 2886.957710 = -872856.062490
  nChanged 6
		SP:Iteration 42Q (29337.100000 sec): 3 clusters
  Score: Raw -875748.870060 + Penalty 2886.957710 = -872861.912350
  nChanged 6
		SP:Iteration 43Q (29337.240000 sec): 3 clusters
  Score: Raw -875753.081522 + Penalty 2886.957710 = -872866.123813
  nChanged 5
		SP:Iteration 44Q (29337.420000 sec): 3 clusters
  Score: Raw -875755.779408 + Penalty 2886.957710 = -872868.821699
  nChanged 1
		SP:Iteration 45Q (29337.670000 sec): 3 clusters
  Score: Raw -875756.220012 + Penalty 2886.957710 = -872869.262303
  nChanged 0
		SP:Iteration 46F (29337.850000 sec): 3 clusters
  Score: Raw -875756.220012 + Penalty 2886.957710 = -872869.262303
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 8 (2591 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (29337.940000 sec): 2 clusters
  Score: Raw -300761.115799 + Penalty 1277.217367 = -299483.898432
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (29338.160000 sec): 3 clusters
  Score: Raw -299562.305550 + Penalty 2554.434734 = -297007.870817
  nChanged 908
		SP:Iteration 1F (29338.320000 sec): 3 clusters
  Score: Raw -300091.033206 + Penalty 2554.434734 = -297536.598472
  nChanged 202
		SP:Iteration 2F (29338.500000 sec): 3 clusters
  Score: Raw -300219.229157 + Penalty 2554.434734 = -297664.794423
  nChanged 136
		SP:Iteration 3F (29338.680000 sec): 3 clusters
  Score: Raw -300293.521531 + Penalty 2554.434734 = -297739.086797
  nChanged 77
		SP:Iteration 4Q (29338.800000 sec): 3 clusters
  Score: Raw -300338.610983 + Penalty 2554.434734 = -297784.176250
  nChanged 61
		SP:Iteration 5Q (29338.980000 sec): 3 clusters
  Score: Raw -300372.533142 + Penalty 2554.434734 = -297818.098408
  nChanged 60
		SP:Iteration 6Q (29339.070000 sec): 3 clusters
  Score: Raw -300404.517772 + Penalty 2554.434734 = -297850.083038
  nChanged 50
		SP:Iteration 7Q (29339.180000 sec): 3 clusters
  Score: Raw -300432.124612 + Penalty 2554.434734 = -297877.689878
  nChanged 47
		SP:Iteration 8Q (29339.380000 sec): 3 clusters
  Score: Raw -300457.745540 + Penalty 2554.434734 = -297903.310807
  nChanged 48
		SP:Iteration 9Q (29339.570000 sec): 3 clusters
  Score: Raw -300481.724329 + Penalty 2554.434734 = -297927.289595
  nChanged 42
		SP:Iteration 10Q (29339.720000 sec): 3 clusters
  Score: Raw -300503.942900 + Penalty 2554.434734 = -297949.508167
  nChanged 55
		SP:Iteration 11Q (29339.880000 sec): 3 clusters
  Score: Raw -300525.855612 + Penalty 2554.434734 = -297971.420878
  nChanged 25
		SP:Iteration 12Q (29340.080000 sec): 3 clusters
  Score: Raw -300537.940074 + Penalty 2554.434734 = -297983.505341
  nChanged 34
		SP:Iteration 13Q (29340.200000 sec): 3 clusters
  Score: Raw -300554.528719 + Penalty 2554.434734 = -298000.093985
  nChanged 30
		SP:Iteration 14Q (29340.350000 sec): 3 clusters
  Score: Raw -300569.791701 + Penalty 2554.434734 = -298015.356968
  nChanged 34
		SP:Iteration 15Q (29340.440000 sec): 3 clusters
  Score: Raw -300584.417887 + Penalty 2554.434734 = -298029.983153
  nChanged 30
		SP:Iteration 16Q (29340.590000 sec): 3 clusters
  Score: Raw -300599.660742 + Penalty 2554.434734 = -298045.226008
  nChanged 22
		SP:Iteration 17Q (29340.780000 sec): 3 clusters
  Score: Raw -300610.412301 + Penalty 2554.434734 = -298055.977567
  nChanged 24
		SP:Iteration 18Q (29340.890000 sec): 3 clusters
  Score: Raw -300621.728425 + Penalty 2554.434734 = -298067.293691
  nChanged 23
		SP:Iteration 19Q (29341.040000 sec): 3 clusters
  Score: Raw -300634.415079 + Penalty 2554.434734 = -298079.980345
  nChanged 25
		SP:Iteration 20F (29341.210000 sec): 3 clusters
  Score: Raw -300646.590164 + Penalty 2554.434734 = -298092.155430
  nChanged 20
		SP:Iteration 21Q (29341.400000 sec): 3 clusters
  Score: Raw -300656.645364 + Penalty 2554.434734 = -298102.210630
  nChanged 18
		SP:Iteration 22Q (29341.570000 sec): 3 clusters
  Score: Raw -300663.539061 + Penalty 2554.434734 = -298109.104327
  nChanged 14
		SP:Iteration 23Q (29341.690000 sec): 3 clusters
  Score: Raw -300670.943755 + Penalty 2554.434734 = -298116.509022
  nChanged 17
		SP:Iteration 24Q (29341.910000 sec): 3 clusters
  Score: Raw -300680.654101 + Penalty 2554.434734 = -298126.219368
  nChanged 18
		SP:Iteration 25Q (29342.090000 sec): 3 clusters
  Score: Raw -300694.182752 + Penalty 2554.434734 = -298139.748018
  nChanged 23
		SP:Iteration 26Q (29342.260000 sec): 3 clusters
  Score: Raw -300713.370650 + Penalty 2554.434734 = -298158.935916
  nChanged 34
		SP:Iteration 27Q (29342.410000 sec): 3 clusters
  Score: Raw -300738.560879 + Penalty 2554.434734 = -298184.126145
  nChanged 37
		SP:Iteration 28Q (29342.560000 sec): 3 clusters
  Score: Raw -300768.674905 + Penalty 2554.434734 = -298214.240172
  nChanged 38
		SP:Iteration 29Q (29342.720000 sec): 3 clusters
  Score: Raw -300795.607013 + Penalty 2554.434734 = -298241.172279
  nChanged 37
		SP:Iteration 30Q (29342.900000 sec): 3 clusters
  Score: Raw -300821.986262 + Penalty 2554.434734 = -298267.551528
  nChanged 35
		SP:Iteration 31Q (29343.000000 sec): 3 clusters
  Score: Raw -300847.442922 + Penalty 2554.434734 = -298293.008189
  nChanged 26
		SP:Iteration 32Q (29343.130000 sec): 3 clusters
  Score: Raw -300867.169968 + Penalty 2554.434734 = -298312.735235
  nChanged 28
		SP:Iteration 33Q (29343.260000 sec): 3 clusters
  Score: Raw -300899.342714 + Penalty 2554.434734 = -298344.907980
  nChanged 34
		SP:Iteration 34Q (29343.400000 sec): 3 clusters
  Score: Raw -300939.072598 + Penalty 2554.434734 = -298384.637864
  nChanged 38
		SP:Iteration 35Q (29343.540000 sec): 3 clusters
  Score: Raw -300966.687220 + Penalty 2554.434734 = -298412.252487
  nChanged 30
		SP:Iteration 36Q (29343.700000 sec): 3 clusters
  Score: Raw -300985.282266 + Penalty 2554.434734 = -298430.847532
  nChanged 16
		SP:Iteration 37Q (29343.830000 sec): 3 clusters
  Score: Raw -300998.787236 + Penalty 2554.434734 = -298444.352502
  nChanged 20
		SP:Iteration 38Q (29343.980000 sec): 3 clusters
  Score: Raw -301008.809233 + Penalty 2554.434734 = -298454.374500
  nChanged 18
		SP:Iteration 39Q (29344.130000 sec): 3 clusters
  Score: Raw -301019.131184 + Penalty 2554.434734 = -298464.696451
  nChanged 17
		SP:Iteration 40F (29344.270000 sec): 3 clusters
  Score: Raw -301029.882657 + Penalty 2554.434734 = -298475.447923
  nChanged 16
		SP:Iteration 41Q (29344.450000 sec): 3 clusters
  Score: Raw -301039.420138 + Penalty 2554.434734 = -298484.985404
  nChanged 11
		SP:Iteration 42Q (29344.650000 sec): 3 clusters
  Score: Raw -301045.260806 + Penalty 2554.434734 = -298490.826072
  nChanged 6
		SP:Iteration 43Q (29344.760000 sec): 3 clusters
  Score: Raw -301047.725423 + Penalty 2554.434734 = -298493.290689
  nChanged 6
		SP:Iteration 44Q (29344.900000 sec): 3 clusters
  Score: Raw -301051.567756 + Penalty 2554.434734 = -298497.133023
  nChanged 7
		SP:Iteration 45Q (29345.080000 sec): 3 clusters
  Score: Raw -301054.604147 + Penalty 2554.434734 = -298500.169413
  nChanged 3
		SP:Iteration 46Q (29345.220000 sec): 3 clusters
  Score: Raw -301055.724552 + Penalty 2554.434734 = -298501.289818
  nChanged 3
		SP:Iteration 47Q (29345.320000 sec): 3 clusters
  Score: Raw -301057.613794 + Penalty 2554.434734 = -298503.179061
  nChanged 2
		SP:Iteration 48Q (29345.500000 sec): 3 clusters
  Score: Raw -301058.185160 + Penalty 2554.434734 = -298503.750427
  nChanged 1
		SP:Iteration 49Q (29345.680000 sec): 3 clusters
  Score: Raw -301058.664102 + Penalty 2554.434734 = -298504.229368
  nChanged 5
		SP:Iteration 50Q (29345.840000 sec): 3 clusters
  Score: Raw -301060.863804 + Penalty 2554.434734 = -298506.429071
  nChanged 4
		SP:Iteration 51Q (29345.990000 sec): 3 clusters
  Score: Raw -301062.897429 + Penalty 2554.434734 = -298508.462695
  nChanged 3
		SP:Iteration 52Q (29346.170000 sec): 3 clusters
  Score: Raw -301063.905320 + Penalty 2554.434734 = -298509.470586
  nChanged 1
		SP:Iteration 53Q (29346.340000 sec): 3 clusters
  Score: Raw -301064.600691 + Penalty 2554.434734 = -298510.165957
  nChanged 2
		SP:Iteration 54Q (29346.490000 sec): 3 clusters
  Score: Raw -301065.485485 + Penalty 2554.434734 = -298511.050751
  nChanged 1
		SP:Iteration 55Q (29346.670000 sec): 3 clusters
  Score: Raw -301066.062222 + Penalty 2554.434734 = -298511.627488
  nChanged 2
		SP:Iteration 56Q (29346.860000 sec): 3 clusters
  Score: Raw -301066.824341 + Penalty 2554.434734 = -298512.389607
  nChanged 2
		SP:Iteration 57Q (29347.060000 sec): 3 clusters
  Score: Raw -301067.343951 + Penalty 2554.434734 = -298512.909218
  nChanged 2
		SP:Iteration 58Q (29347.230000 sec): 3 clusters
  Score: Raw -301068.171167 + Penalty 2554.434734 = -298513.736434
  nChanged 3
		SP:Iteration 59Q (29347.360000 sec): 3 clusters
  Score: Raw -301069.169976 + Penalty 2554.434734 = -298514.735242
  nChanged 2
		SP:Iteration 60F (29347.510000 sec): 3 clusters
  Score: Raw -301070.271288 + Penalty 2554.434734 = -298515.836554
  nChanged 1
		SP:Iteration 61Q (29347.640000 sec): 3 clusters
  Score: Raw -301071.015065 + Penalty 2554.434734 = -298516.580331
  nChanged 1
		SP:Iteration 62Q (29347.760000 sec): 3 clusters
  Score: Raw -301071.564158 + Penalty 2554.434734 = -298517.129425
  nChanged 1
		SP:Iteration 63Q (29347.910000 sec): 3 clusters
  Score: Raw -301072.115069 + Penalty 2554.434734 = -298517.680335
  nChanged 2
		SP:Iteration 64Q (29348.060000 sec): 3 clusters
  Score: Raw -301072.960656 + Penalty 2554.434734 = -298518.525922
  nChanged 2
		SP:Iteration 65Q (29348.240000 sec): 3 clusters
  Score: Raw -301073.244560 + Penalty 2554.434734 = -298518.809826
  nChanged 0
		SP:Iteration 66F (29348.420000 sec): 3 clusters
  Score: Raw -301073.244560 + Penalty 2554.434734 = -298518.809826
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 9 (346713 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (29350.040000 sec): 2 clusters
  Score: Raw -42533943.523197 + Penalty 2072.891052 = -42531870.632145
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (29352.060000 sec): 3 clusters
  Score: Raw -42301377.228647 + Penalty 4145.782104 = -42297231.446544
  nChanged 169696
		SP:Iteration 1F (29354.050000 sec): 3 clusters
  Score: Raw -42405827.735359 + Penalty 4145.782104 = -42401681.953255
  nChanged 13847
		SP:Iteration 2Q (29356.320000 sec): 3 clusters
  Score: Raw -42410732.153303 + Penalty 4145.782104 = -42406586.371199
  nChanged 17976
		SP:Iteration 3F (29358.330000 sec): 3 clusters
  Score: Raw -42418578.442213 + Penalty 4145.782104 = -42414432.660109
  nChanged 21606
		SP:Iteration 4F (29360.370000 sec): 3 clusters
  Score: Raw -42429431.473138 + Penalty 4145.782104 = -42425285.691034
  nChanged 23338
		SP:Iteration 5F (29362.360000 sec): 3 clusters
  Score: Raw -42441669.347751 + Penalty 4145.782104 = -42437523.565647
  nChanged 22352
		SP:Iteration 6F (29364.220000 sec): 3 clusters
  Score: Raw -42452802.433647 + Penalty 4145.782104 = -42448656.651543
  nChanged 19314
		SP:Iteration 7F (29366.250000 sec): 3 clusters
  Score: Raw -42461547.918332 + Penalty 4145.782104 = -42457402.136228
  nChanged 15950
		SP:Iteration 8Q (29368.340000 sec): 3 clusters
  Score: Raw -42468283.226584 + Penalty 4145.782104 = -42464137.444481
  nChanged 13691
		SP:Iteration 9Q (29370.440000 sec): 3 clusters
  Score: Raw -42474192.882579 + Penalty 4145.782104 = -42470047.100475
  nChanged 13202
		SP:Iteration 10Q (29372.530000 sec): 3 clusters
  Score: Raw -42480703.322285 + Penalty 4145.782104 = -42476557.540181
  nChanged 13863
		SP:Iteration 11Q (29374.720000 sec): 3 clusters
  Score: Raw -42489052.887469 + Penalty 4145.782104 = -42484907.105365
  nChanged 14644
		SP:Iteration 12Q (29376.910000 sec): 3 clusters
  Score: Raw -42499772.689201 + Penalty 4145.782104 = -42495626.907097
  nChanged 14203
		SP:Iteration 13Q (29379.130000 sec): 3 clusters
  Score: Raw -42511678.225735 + Penalty 4145.782104 = -42507532.443631
  nChanged 11456
		SP:Iteration 14Q (29381.830000 sec): 3 clusters
  Score: Raw -42521896.729262 + Penalty 4145.782104 = -42517750.947158
  nChanged 7529
		SP:Iteration 15Q (29384.580000 sec): 3 clusters
  Score: Raw -42528683.946361 + Penalty 4145.782104 = -42524538.164257
  nChanged 3833
		SP:Iteration 16Q (29386.630000 sec): 3 clusters
  Score: Raw -42531959.269862 + Penalty 4145.782104 = -42527813.487758
  nChanged 1635
		SP:Iteration 17Q (29388.380000 sec): 3 clusters
  Score: Raw -42533318.301060 + Penalty 4145.782104 = -42529172.518956
  nChanged 659
		SP:Iteration 18Q (29390.210000 sec): 3 clusters
  Score: Raw -42533874.910648 + Penalty 4145.782104 = -42529729.128544
  nChanged 254
		SP:Iteration 19Q (29392.140000 sec): 3 clusters
  Score: Raw -42534077.850474 + Penalty 4145.782104 = -42529932.068370
  nChanged 104
		SP:Iteration 20F (29394.170000 sec): 3 clusters
  Score: Raw -42534161.556035 + Penalty 4145.782104 = -42530015.773932
  nChanged 62
		SP:Iteration 21Q (29395.720000 sec): 3 clusters
  Score: Raw -42534221.158925 + Penalty 4145.782104 = -42530075.376821
  nChanged 51
		SP:Iteration 22Q (29397.370000 sec): 3 clusters
  Score: Raw -42534262.687001 + Penalty 4145.782104 = -42530116.904897
  nChanged 31
		SP:Iteration 23Q (29398.920000 sec): 3 clusters
  Score: Raw -42534284.462078 + Penalty 4145.782104 = -42530138.679974
  nChanged 18
		SP:Iteration 24Q (29400.580000 sec): 3 clusters
  Score: Raw -42534296.523349 + Penalty 4145.782104 = -42530150.741246
  nChanged 11
		SP:Iteration 25Q (29402.330000 sec): 3 clusters
  Score: Raw -42534305.388958 + Penalty 4145.782104 = -42530159.606854
  nChanged 10
		SP:Iteration 26Q (29404.190000 sec): 3 clusters
  Score: Raw -42534312.150690 + Penalty 4145.782104 = -42530166.368586
  nChanged 10
		SP:Iteration 27Q (29406.220000 sec): 3 clusters
  Score: Raw -42534320.836733 + Penalty 4145.782104 = -42530175.054629
  nChanged 6
		SP:Iteration 28Q (29408.410000 sec): 3 clusters
  Score: Raw -42534325.773807 + Penalty 4145.782104 = -42530179.991703
  nChanged 4
		SP:Iteration 29Q (29410.600000 sec): 3 clusters
  Score: Raw -42534330.296942 + Penalty 4145.782104 = -42530184.514838
  nChanged 6
		SP:Iteration 30Q (29412.980000 sec): 3 clusters
  Score: Raw -42534336.231955 + Penalty 4145.782104 = -42530190.449852
  nChanged 3
		SP:Iteration 31Q (29415.280000 sec): 3 clusters
  Score: Raw -42534340.759763 + Penalty 4145.782104 = -42530194.977660
  nChanged 6
		SP:Iteration 32Q (29417.770000 sec): 3 clusters
  Score: Raw -42534344.395358 + Penalty 4145.782104 = -42530198.613254
  nChanged 0
		SP:Iteration 33F (29420.460000 sec): 3 clusters
  Score: Raw -42534344.395358 + Penalty 4145.782104 = -42530198.613254
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 10 (30919 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (29420.830000 sec): 2 clusters
  Score: Raw -3651544.252216 + Penalty 1680.108001 = -3649864.144215
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (29421.250000 sec): 3 clusters
  Score: Raw -3632522.737935 + Penalty 3360.216002 = -3629162.521933
  nChanged 14144
		SP:Iteration 1F (29421.610000 sec): 3 clusters
  Score: Raw -3640300.549835 + Penalty 3360.216002 = -3636940.333833
  nChanged 1306
		SP:Iteration 2Q (29422.080000 sec): 3 clusters
  Score: Raw -3640689.804044 + Penalty 3360.216002 = -3637329.588042
  nChanged 1240
		SP:Iteration 3Q (29422.460000 sec): 3 clusters
  Score: Raw -3641075.077412 + Penalty 3360.216002 = -3637714.861409
  nChanged 1182
		SP:Iteration 4Q (29422.850000 sec): 3 clusters
  Score: Raw -3641492.384109 + Penalty 3360.216002 = -3638132.168107
  nChanged 1309
		SP:Iteration 5Q (29423.180000 sec): 3 clusters
  Score: Raw -3642084.469169 + Penalty 3360.216002 = -3638724.253167
  nChanged 1669
		SP:Iteration 6F (29423.510000 sec): 3 clusters
  Score: Raw -3643026.450760 + Penalty 3360.216002 = -3639666.234758
  nChanged 2005
		SP:Iteration 7F (29423.860000 sec): 3 clusters
  Score: Raw -3644478.300373 + Penalty 3360.216002 = -3641118.084371
  nChanged 2282
		SP:Iteration 8F (29424.270000 sec): 3 clusters
  Score: Raw -3646395.770555 + Penalty 3360.216002 = -3643035.554552
  nChanged 2164
		SP:Iteration 9F (29424.680000 sec): 3 clusters
  Score: Raw -3648401.534584 + Penalty 3360.216002 = -3645041.318582
  nChanged 1586
		SP:Iteration 10F (29425.090000 sec): 3 clusters
  Score: Raw -3649864.977167 + Penalty 3360.216002 = -3646504.761165
  nChanged 987
		SP:Iteration 11Q (29425.460000 sec): 3 clusters
  Score: Raw -3650780.322397 + Penalty 3360.216002 = -3647420.106395
  nChanged 584
		SP:Iteration 12Q (29425.800000 sec): 3 clusters
  Score: Raw -3651336.789054 + Penalty 3360.216002 = -3647976.573051
  nChanged 280
		SP:Iteration 13Q (29426.160000 sec): 3 clusters
  Score: Raw -3651602.373437 + Penalty 3360.216002 = -3648242.157435
  nChanged 126
		SP:Iteration 14Q (29426.450000 sec): 3 clusters
  Score: Raw -3651711.011132 + Penalty 3360.216002 = -3648350.795130
  nChanged 75
		SP:Iteration 15Q (29426.760000 sec): 3 clusters
  Score: Raw -3651777.281482 + Penalty 3360.216002 = -3648417.065480
  nChanged 38
		SP:Iteration 16Q (29427.130000 sec): 3 clusters
  Score: Raw -3651811.868647 + Penalty 3360.216002 = -3648451.652645
  nChanged 21
		SP:Iteration 17Q (29427.500000 sec): 3 clusters
  Score: Raw -3651834.199462 + Penalty 3360.216002 = -3648473.983459
  nChanged 13
		SP:Iteration 18Q (29427.830000 sec): 3 clusters
  Score: Raw -3651844.588483 + Penalty 3360.216002 = -3648484.372481
  nChanged 6
		SP:Iteration 19Q (29428.210000 sec): 3 clusters
  Score: Raw -3651848.562787 + Penalty 3360.216002 = -3648488.346785
  nChanged 5
		SP:Iteration 20F (29428.540000 sec): 3 clusters
  Score: Raw -3651851.991961 + Penalty 3360.216002 = -3648491.775959
  nChanged 2
		SP:Iteration 21Q (29428.870000 sec): 3 clusters
  Score: Raw -3651853.575010 + Penalty 3360.216002 = -3648493.359007
  nChanged 4
		SP:Iteration 22Q (29429.190000 sec): 3 clusters
  Score: Raw -3651856.158997 + Penalty 3360.216002 = -3648495.942995
  nChanged 3
		SP:Iteration 23Q (29429.550000 sec): 3 clusters
  Score: Raw -3651859.115525 + Penalty 3360.216002 = -3648498.899523
  nChanged 4
		SP:Iteration 24Q (29429.960000 sec): 3 clusters
  Score: Raw -3651864.730101 + Penalty 3360.216002 = -3648504.514099
  nChanged 3
		SP:Iteration 25Q (29430.320000 sec): 3 clusters
  Score: Raw -3651867.478620 + Penalty 3360.216002 = -3648507.262618
  nChanged 1
		SP:Iteration 26Q (29430.720000 sec): 3 clusters
  Score: Raw -3651868.352273 + Penalty 3360.216002 = -3648508.136271
  nChanged 1
		SP:Iteration 27Q (29431.110000 sec): 3 clusters
  Score: Raw -3651869.356373 + Penalty 3360.216002 = -3648509.140370
  nChanged 0
		SP:Iteration 28F (29431.550000 sec): 3 clusters
  Score: Raw -3651869.356373 + Penalty 3360.216002 = -3648509.140370
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 11 (1204 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (29431.640000 sec): 2 clusters
  Score: Raw -141660.426129 + Penalty 1152.678252 = -140507.747878
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (29431.840000 sec): 3 clusters
  Score: Raw -141343.874687 + Penalty 2305.356503 = -139038.518184
  nChanged 426
		SP:Iteration 1F (29431.970000 sec): 3 clusters
  Score: Raw -141938.669146 + Penalty 2305.356503 = -139633.312642
  nChanged 131
		SP:Iteration 2F (29432.100000 sec): 3 clusters
  Score: Raw -142190.668880 + Penalty 2305.356503 = -139885.312377
  nChanged 95
		SP:Iteration 3F (29432.260000 sec): 3 clusters
  Score: Raw -142334.115116 + Penalty 2305.356503 = -140028.758613
  nChanged 62
		SP:Iteration 4F (29432.400000 sec): 3 clusters
  Score: Raw -142434.293121 + Penalty 2305.356503 = -140128.936617
  nChanged 42
		SP:Iteration 5Q (29432.550000 sec): 3 clusters
  Score: Raw -142498.533124 + Penalty 2305.356503 = -140193.176620
  nChanged 17
		SP:Iteration 6Q (29432.710000 sec): 3 clusters
  Score: Raw -142519.061043 + Penalty 2305.356503 = -140213.704540
  nChanged 13
		SP:Iteration 7Q (29432.870000 sec): 3 clusters
  Score: Raw -142534.907220 + Penalty 2305.356503 = -140229.550717
  nChanged 10
		SP:Iteration 8Q (29433.030000 sec): 3 clusters
  Score: Raw -142544.752571 + Penalty 2305.356503 = -140239.396068
  nChanged 6
		SP:Iteration 9Q (29433.190000 sec): 3 clusters
  Score: Raw -142553.418747 + Penalty 2305.356503 = -140248.062243
  nChanged 5
		SP:Iteration 10Q (29433.350000 sec): 3 clusters
  Score: Raw -142562.910537 + Penalty 2305.356503 = -140257.554034
  nChanged 4
		SP:Iteration 11Q (29433.510000 sec): 3 clusters
  Score: Raw -142567.160217 + Penalty 2305.356503 = -140261.803714
  nChanged 0
		SP:Iteration 12F (29433.670000 sec): 3 clusters
  Score: Raw -142567.160217 + Penalty 2305.356503 = -140261.803714
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 12 (14690 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (29433.870000 sec): 2 clusters
  Score: Raw -1771486.340661 + Penalty 1559.174869 = -1769927.165792
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (29434.110000 sec): 3 clusters
  Score: Raw -1762797.558734 + Penalty 3118.349737 = -1759679.208997
  nChanged 6557
		SP:Iteration 1F (29434.360000 sec): 3 clusters
  Score: Raw -1766394.773353 + Penalty 3118.349737 = -1763276.423616
  nChanged 818
		SP:Iteration 2F (29434.660000 sec): 3 clusters
  Score: Raw -1766703.579127 + Penalty 3118.349737 = -1763585.229390
  nChanged 670
		SP:Iteration 3Q (29434.910000 sec): 3 clusters
  Score: Raw -1766951.675341 + Penalty 3118.349737 = -1763833.325603
  nChanged 617
		SP:Iteration 4Q (29435.130000 sec): 3 clusters
  Score: Raw -1767174.042916 + Penalty 3118.349737 = -1764055.693178
  nChanged 557
		SP:Iteration 5Q (29435.420000 sec): 3 clusters
  Score: Raw -1767365.765851 + Penalty 3118.349737 = -1764247.416114
  nChanged 512
		SP:Iteration 6Q (29435.670000 sec): 3 clusters
  Score: Raw -1767542.606681 + Penalty 3118.349737 = -1764424.256943
  nChanged 498
		SP:Iteration 7Q (29435.920000 sec): 3 clusters
  Score: Raw -1767704.431500 + Penalty 3118.349737 = -1764586.081763
  nChanged 452
		SP:Iteration 8Q (29436.220000 sec): 3 clusters
  Score: Raw -1767867.767661 + Penalty 3118.349737 = -1764749.417924
  nChanged 472
		SP:Iteration 9Q (29436.460000 sec): 3 clusters
  Score: Raw -1768040.223030 + Penalty 3118.349737 = -1764921.873292
  nChanged 501
		SP:Iteration 10Q (29436.720000 sec): 3 clusters
  Score: Raw -1768260.978536 + Penalty 3118.349737 = -1765142.628799
  nChanged 505
		SP:Iteration 11Q (29436.970000 sec): 3 clusters
  Score: Raw -1768508.386831 + Penalty 3118.349737 = -1765390.037094
  nChanged 541
		SP:Iteration 12Q (29437.220000 sec): 3 clusters
  Score: Raw -1768775.906741 + Penalty 3118.349737 = -1765657.557004
  nChanged 515
		SP:Iteration 13Q (29437.480000 sec): 3 clusters
  Score: Raw -1769035.155831 + Penalty 3118.349737 = -1765916.806094
  nChanged 472
		SP:Iteration 14Q (29437.730000 sec): 3 clusters
  Score: Raw -1769338.534061 + Penalty 3118.349737 = -1766220.184324
  nChanged 453
		SP:Iteration 15Q (29437.940000 sec): 3 clusters
  Score: Raw -1769637.935093 + Penalty 3118.349737 = -1766519.585356
  nChanged 413
		SP:Iteration 16Q (29438.230000 sec): 3 clusters
  Score: Raw -1769869.849726 + Penalty 3118.349737 = -1766751.499989
  nChanged 370
		SP:Iteration 17Q (29438.530000 sec): 3 clusters
  Score: Raw -1770073.583723 + Penalty 3118.349737 = -1766955.233985
  nChanged 328
		SP:Iteration 18Q (29438.790000 sec): 3 clusters
  Score: Raw -1770248.362523 + Penalty 3118.349737 = -1767130.012786
  nChanged 284
		SP:Iteration 19Q (29439.040000 sec): 3 clusters
  Score: Raw -1770393.013834 + Penalty 3118.349737 = -1767274.664097
  nChanged 271
		SP:Iteration 20F (29439.300000 sec): 3 clusters
  Score: Raw -1770535.605252 + Penalty 3118.349737 = -1767417.255514
  nChanged 244
		SP:Iteration 21Q (29439.550000 sec): 3 clusters
  Score: Raw -1770668.250587 + Penalty 3118.349737 = -1767549.900849
  nChanged 228
		SP:Iteration 22Q (29439.840000 sec): 3 clusters
  Score: Raw -1770794.641595 + Penalty 3118.349737 = -1767676.291858
  nChanged 223
		SP:Iteration 23Q (29440.090000 sec): 3 clusters
  Score: Raw -1770921.911464 + Penalty 3118.349737 = -1767803.561726
  nChanged 202
		SP:Iteration 24Q (29440.350000 sec): 3 clusters
  Score: Raw -1771040.335510 + Penalty 3118.349737 = -1767921.985772
  nChanged 181
		SP:Iteration 25Q (29440.600000 sec): 3 clusters
  Score: Raw -1771141.008194 + Penalty 3118.349737 = -1768022.658456
  nChanged 173
		SP:Iteration 26Q (29440.860000 sec): 3 clusters
  Score: Raw -1771244.727091 + Penalty 3118.349737 = -1768126.377353
  nChanged 163
		SP:Iteration 27Q (29441.100000 sec): 3 clusters
  Score: Raw -1771334.837649 + Penalty 3118.349737 = -1768216.487911
  nChanged 121
		SP:Iteration 28Q (29441.340000 sec): 3 clusters
  Score: Raw -1771398.895450 + Penalty 3118.349737 = -1768280.545712
  nChanged 106
		SP:Iteration 29Q (29441.590000 sec): 3 clusters
  Score: Raw -1771448.609805 + Penalty 3118.349737 = -1768330.260068
  nChanged 89
		SP:Iteration 30Q (29441.860000 sec): 3 clusters
  Score: Raw -1771494.358837 + Penalty 3118.349737 = -1768376.009100
  nChanged 70
		SP:Iteration 31Q (29442.070000 sec): 3 clusters
  Score: Raw -1771522.768848 + Penalty 3118.349737 = -1768404.419110
  nChanged 49
		SP:Iteration 32Q (29442.350000 sec): 3 clusters
  Score: Raw -1771539.640176 + Penalty 3118.349737 = -1768421.290438
  nChanged 40
		SP:Iteration 33Q (29442.600000 sec): 3 clusters
  Score: Raw -1771554.426792 + Penalty 3118.349737 = -1768436.077055
  nChanged 44
		SP:Iteration 34Q (29442.850000 sec): 3 clusters
  Score: Raw -1771569.486417 + Penalty 3118.349737 = -1768451.136679
  nChanged 34
		SP:Iteration 35Q (29443.100000 sec): 3 clusters
  Score: Raw -1771578.866072 + Penalty 3118.349737 = -1768460.516334
  nChanged 30
		SP:Iteration 36Q (29443.350000 sec): 3 clusters
  Score: Raw -1771587.247785 + Penalty 3118.349737 = -1768468.898047
  nChanged 22
		SP:Iteration 37Q (29443.650000 sec): 3 clusters
  Score: Raw -1771592.455102 + Penalty 3118.349737 = -1768474.105365
  nChanged 20
		SP:Iteration 38Q (29443.840000 sec): 3 clusters
  Score: Raw -1771598.004137 + Penalty 3118.349737 = -1768479.654400
  nChanged 19
		SP:Iteration 39Q (29444.050000 sec): 3 clusters
  Score: Raw -1771603.064809 + Penalty 3118.349737 = -1768484.715072
  nChanged 15
		SP:Iteration 40F (29444.310000 sec): 3 clusters
  Score: Raw -1771606.621240 + Penalty 3118.349737 = -1768488.271503
  nChanged 11
		SP:Iteration 41Q (29444.570000 sec): 3 clusters
  Score: Raw -1771609.379254 + Penalty 3118.349737 = -1768491.029517
  nChanged 12
		SP:Iteration 42Q (29444.810000 sec): 3 clusters
  Score: Raw -1771613.704550 + Penalty 3118.349737 = -1768495.354813
  nChanged 17
		SP:Iteration 43Q (29445.000000 sec): 3 clusters
  Score: Raw -1771620.879430 + Penalty 3118.349737 = -1768502.529693
  nChanged 15
		SP:Iteration 44Q (29445.250000 sec): 3 clusters
  Score: Raw -1771626.471598 + Penalty 3118.349737 = -1768508.121860
  nChanged 15
		SP:Iteration 45Q (29445.470000 sec): 3 clusters
  Score: Raw -1771631.095800 + Penalty 3118.349737 = -1768512.746063
  nChanged 18
		SP:Iteration 46Q (29445.740000 sec): 3 clusters
  Score: Raw -1771636.983899 + Penalty 3118.349737 = -1768518.634162
  nChanged 17
		SP:Iteration 47Q (29445.990000 sec): 3 clusters
  Score: Raw -1771642.927229 + Penalty 3118.349737 = -1768524.577491
  nChanged 16
		SP:Iteration 48Q (29446.260000 sec): 3 clusters
  Score: Raw -1771650.406950 + Penalty 3118.349737 = -1768532.057212
  nChanged 16
		SP:Iteration 49Q (29446.480000 sec): 3 clusters
  Score: Raw -1771656.093925 + Penalty 3118.349737 = -1768537.744188
  nChanged 15
		SP:Iteration 50Q (29446.750000 sec): 3 clusters
  Score: Raw -1771660.634420 + Penalty 3118.349737 = -1768542.284683
  nChanged 12
		SP:Iteration 51Q (29446.980000 sec): 3 clusters
  Score: Raw -1771663.970920 + Penalty 3118.349737 = -1768545.621183
  nChanged 10
		SP:Iteration 52Q (29447.180000 sec): 3 clusters
  Score: Raw -1771666.905037 + Penalty 3118.349737 = -1768548.555300
  nChanged 9
		SP:Iteration 53Q (29447.400000 sec): 3 clusters
  Score: Raw -1771669.284283 + Penalty 3118.349737 = -1768550.934545
  nChanged 14
		SP:Iteration 54Q (29447.640000 sec): 3 clusters
  Score: Raw -1771672.813688 + Penalty 3118.349737 = -1768554.463950
  nChanged 11
		SP:Iteration 55Q (29447.890000 sec): 3 clusters
  Score: Raw -1771676.441249 + Penalty 3118.349737 = -1768558.091511
  nChanged 9
		SP:Iteration 56Q (29448.130000 sec): 3 clusters
  Score: Raw -1771681.055096 + Penalty 3118.349737 = -1768562.705358
  nChanged 13
		SP:Iteration 57Q (29448.360000 sec): 3 clusters
  Score: Raw -1771687.128130 + Penalty 3118.349737 = -1768568.778393
  nChanged 12
		SP:Iteration 58Q (29448.630000 sec): 3 clusters
  Score: Raw -1771692.557321 + Penalty 3118.349737 = -1768574.207584
  nChanged 14
		SP:Iteration 59Q (29448.880000 sec): 3 clusters
  Score: Raw -1771697.059080 + Penalty 3118.349737 = -1768578.709343
  nChanged 10
		SP:Iteration 60F (29449.130000 sec): 3 clusters
  Score: Raw -1771701.577514 + Penalty 3118.349737 = -1768583.227777
  nChanged 8
		SP:Iteration 61Q (29449.370000 sec): 3 clusters
  Score: Raw -1771703.696926 + Penalty 3118.349737 = -1768585.347189
  nChanged 10
		SP:Iteration 62Q (29449.600000 sec): 3 clusters
  Score: Raw -1771706.989811 + Penalty 3118.349737 = -1768588.640074
  nChanged 4
		SP:Iteration 63Q (29449.860000 sec): 3 clusters
  Score: Raw -1771707.800048 + Penalty 3118.349737 = -1768589.450310
  nChanged 0
		SP:Iteration 64F (29450.060000 sec): 3 clusters
  Score: Raw -1771707.800048 + Penalty 3118.349737 = -1768589.450310
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 13 (4723 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (29450.160000 sec): 2 clusters
  Score: Raw -527636.004732 + Penalty 1374.782414 = -526261.222319
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (29450.370000 sec): 3 clusters
  Score: Raw -525288.320879 + Penalty 2749.564828 = -522538.756051
  nChanged 1895
		SP:Iteration 1F (29450.570000 sec): 3 clusters
  Score: Raw -526534.263881 + Penalty 2749.564828 = -523784.699053
  nChanged 427
		SP:Iteration 2F (29450.740000 sec): 3 clusters
  Score: Raw -526917.576372 + Penalty 2749.564828 = -524168.011544
  nChanged 345
		SP:Iteration 3F (29450.920000 sec): 3 clusters
  Score: Raw -527283.444297 + Penalty 2749.564828 = -524533.879469
  nChanged 356
		SP:Iteration 4F (29451.140000 sec): 3 clusters
  Score: Raw -527696.193929 + Penalty 2749.564828 = -524946.629101
  nChanged 338
		SP:Iteration 5F (29451.270000 sec): 3 clusters
  Score: Raw -528055.525425 + Penalty 2749.564828 = -525305.960598
  nChanged 271
		SP:Iteration 6F (29451.490000 sec): 3 clusters
  Score: Raw -528298.602701 + Penalty 2749.564828 = -525549.037873
  nChanged 202
		SP:Iteration 7Q (29451.690000 sec): 3 clusters
  Score: Raw -528446.259042 + Penalty 2749.564828 = -525696.694214
  nChanged 151
		SP:Iteration 8Q (29451.820000 sec): 3 clusters
  Score: Raw -528533.827101 + Penalty 2749.564828 = -525784.262274
  nChanged 92
		SP:Iteration 9Q (29451.960000 sec): 3 clusters
  Score: Raw -528582.968570 + Penalty 2749.564828 = -525833.403742
  nChanged 64
		SP:Iteration 10Q (29452.130000 sec): 3 clusters
  Score: Raw -528613.419006 + Penalty 2749.564828 = -525863.854179
  nChanged 68
		SP:Iteration 11Q (29452.310000 sec): 3 clusters
  Score: Raw -528640.254943 + Penalty 2749.564828 = -525890.690115
  nChanged 50
		SP:Iteration 12Q (29452.470000 sec): 3 clusters
  Score: Raw -528663.718944 + Penalty 2749.564828 = -525914.154117
  nChanged 50
		SP:Iteration 13Q (29452.650000 sec): 3 clusters
  Score: Raw -528686.127467 + Penalty 2749.564828 = -525936.562639
  nChanged 45
		SP:Iteration 14Q (29452.820000 sec): 3 clusters
  Score: Raw -528714.129093 + Penalty 2749.564828 = -525964.564265
  nChanged 42
		SP:Iteration 15Q (29452.990000 sec): 3 clusters
  Score: Raw -528737.108420 + Penalty 2749.564828 = -525987.543592
  nChanged 32
		SP:Iteration 16Q (29453.140000 sec): 3 clusters
  Score: Raw -528750.287566 + Penalty 2749.564828 = -526000.722738
  nChanged 33
		SP:Iteration 17Q (29453.330000 sec): 3 clusters
  Score: Raw -528761.334335 + Penalty 2749.564828 = -526011.769507
  nChanged 25
		SP:Iteration 18Q (29453.510000 sec): 3 clusters
  Score: Raw -528771.155149 + Penalty 2749.564828 = -526021.590321
  nChanged 21
		SP:Iteration 19Q (29453.620000 sec): 3 clusters
  Score: Raw -528777.238401 + Penalty 2749.564828 = -526027.673573
  nChanged 17
		SP:Iteration 20F (29453.820000 sec): 3 clusters
  Score: Raw -528782.556713 + Penalty 2749.564828 = -526032.991885
  nChanged 13
		SP:Iteration 21Q (29454.020000 sec): 3 clusters
  Score: Raw -528788.531243 + Penalty 2749.564828 = -526038.966415
  nChanged 14
		SP:Iteration 22Q (29454.150000 sec): 3 clusters
  Score: Raw -528794.044139 + Penalty 2749.564828 = -526044.479312
  nChanged 16
		SP:Iteration 23Q (29454.310000 sec): 3 clusters
  Score: Raw -528798.547006 + Penalty 2749.564828 = -526048.982178
  nChanged 17
		SP:Iteration 24Q (29454.510000 sec): 3 clusters
  Score: Raw -528803.835056 + Penalty 2749.564828 = -526054.270229
  nChanged 19
		SP:Iteration 25Q (29454.690000 sec): 3 clusters
  Score: Raw -528811.472160 + Penalty 2749.564828 = -526061.907333
  nChanged 17
		SP:Iteration 26Q (29454.830000 sec): 3 clusters
  Score: Raw -528818.227726 + Penalty 2749.564828 = -526068.662898
  nChanged 23
		SP:Iteration 27Q (29455.020000 sec): 3 clusters
  Score: Raw -528825.837521 + Penalty 2749.564828 = -526076.272693
  nChanged 13
		SP:Iteration 28Q (29455.230000 sec): 3 clusters
  Score: Raw -528832.031603 + Penalty 2749.564828 = -526082.466775
  nChanged 14
		SP:Iteration 29Q (29455.370000 sec): 3 clusters
  Score: Raw -528837.796914 + Penalty 2749.564828 = -526088.232086
  nChanged 14
		SP:Iteration 30Q (29455.460000 sec): 3 clusters
  Score: Raw -528843.085162 + Penalty 2749.564828 = -526093.520334
  nChanged 10
		SP:Iteration 31Q (29455.630000 sec): 3 clusters
  Score: Raw -528847.797027 + Penalty 2749.564828 = -526098.232199
  nChanged 12
		SP:Iteration 32Q (29455.810000 sec): 3 clusters
  Score: Raw -528851.247442 + Penalty 2749.564828 = -526101.682614
  nChanged 14
		SP:Iteration 33Q (29455.920000 sec): 3 clusters
  Score: Raw -528855.993083 + Penalty 2749.564828 = -526106.428255
  nChanged 7
		SP:Iteration 34Q (29456.050000 sec): 3 clusters
  Score: Raw -528857.903291 + Penalty 2749.564828 = -526108.338463
  nChanged 7
		SP:Iteration 35Q (29456.170000 sec): 3 clusters
  Score: Raw -528859.106458 + Penalty 2749.564828 = -526109.541630
  nChanged 3
		SP:Iteration 36Q (29456.310000 sec): 3 clusters
  Score: Raw -528859.782055 + Penalty 2749.564828 = -526110.217227
  nChanged 1
		SP:Iteration 37Q (29456.450000 sec): 3 clusters
  Score: Raw -528859.860874 + Penalty 2749.564828 = -526110.296046
  nChanged 0
		SP:Iteration 38F (29456.590000 sec): 3 clusters
  Score: Raw -528859.860874 + Penalty 2749.564828 = -526110.296046
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 14 (32345 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (29456.810000 sec): 2 clusters
  Score: Raw -3954333.456447 + Penalty 1687.434893 = -3952646.021554
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (29457.130000 sec): 3 clusters
  Score: Raw -3934289.640597 + Penalty 3374.869787 = -3930914.770811
  nChanged 14919
		SP:Iteration 1F (29457.450000 sec): 3 clusters
  Score: Raw -3942454.157836 + Penalty 3374.869787 = -3939079.288049
  nChanged 1309
		SP:Iteration 2Q (29457.790000 sec): 3 clusters
  Score: Raw -3942831.865636 + Penalty 3374.869787 = -3939456.995849
  nChanged 1207
		SP:Iteration 3Q (29458.060000 sec): 3 clusters
  Score: Raw -3943205.989171 + Penalty 3374.869787 = -3939831.119385
  nChanged 1231
		SP:Iteration 4Q (29458.400000 sec): 3 clusters
  Score: Raw -3943591.614980 + Penalty 3374.869787 = -3940216.745193
  nChanged 1194
		SP:Iteration 5Q (29458.790000 sec): 3 clusters
  Score: Raw -3944015.772632 + Penalty 3374.869787 = -3940640.902846
  nChanged 1276
		SP:Iteration 6Q (29459.210000 sec): 3 clusters
  Score: Raw -3944506.383443 + Penalty 3374.869787 = -3941131.513656
  nChanged 1354
		SP:Iteration 7Q (29459.520000 sec): 3 clusters
  Score: Raw -3945120.940756 + Penalty 3374.869787 = -3941746.070969
  nChanged 1584
		SP:Iteration 8Q (29459.910000 sec): 3 clusters
  Score: Raw -3946004.852754 + Penalty 3374.869787 = -3942629.982967
  nChanged 1828
		SP:Iteration 9F (29460.210000 sec): 3 clusters
  Score: Raw -3947214.982704 + Penalty 3374.869787 = -3943840.112917
  nChanged 1998
		SP:Iteration 10F (29460.560000 sec): 3 clusters
  Score: Raw -3948721.609232 + Penalty 3374.869787 = -3945346.739446
  nChanged 1915
		SP:Iteration 11F (29460.880000 sec): 3 clusters
  Score: Raw -3950225.434740 + Penalty 3374.869787 = -3946850.564953
  nChanged 1630
		SP:Iteration 12F (29461.210000 sec): 3 clusters
  Score: Raw -3951507.419403 + Penalty 3374.869787 = -3948132.549617
  nChanged 1237
		SP:Iteration 13Q (29461.580000 sec): 3 clusters
  Score: Raw -3952466.225924 + Penalty 3374.869787 = -3949091.356138
  nChanged 911
		SP:Iteration 14Q (29461.880000 sec): 3 clusters
  Score: Raw -3953177.070604 + Penalty 3374.869787 = -3949802.200818
  nChanged 609
		SP:Iteration 15Q (29462.210000 sec): 3 clusters
  Score: Raw -3953654.128535 + Penalty 3374.869787 = -3950279.258748
  nChanged 421
		SP:Iteration 16Q (29462.570000 sec): 3 clusters
  Score: Raw -3953966.196173 + Penalty 3374.869787 = -3950591.326386
  nChanged 257
		SP:Iteration 17Q (29462.950000 sec): 3 clusters
  Score: Raw -3954177.699421 + Penalty 3374.869787 = -3950802.829635
  nChanged 180
		SP:Iteration 18Q (29463.290000 sec): 3 clusters
  Score: Raw -3954333.123734 + Penalty 3374.869787 = -3950958.253947
  nChanged 117
		SP:Iteration 19Q (29463.650000 sec): 3 clusters
  Score: Raw -3954436.783556 + Penalty 3374.869787 = -3951061.913769
  nChanged 93
		SP:Iteration 20F (29463.970000 sec): 3 clusters
  Score: Raw -3954521.686735 + Penalty 3374.869787 = -3951146.816948
  nChanged 66
		SP:Iteration 21Q (29464.290000 sec): 3 clusters
  Score: Raw -3954574.662019 + Penalty 3374.869787 = -3951199.792232
  nChanged 62
		SP:Iteration 22Q (29464.630000 sec): 3 clusters
  Score: Raw -3954610.852000 + Penalty 3374.869787 = -3951235.982213
  nChanged 41
		SP:Iteration 23Q (29464.900000 sec): 3 clusters
  Score: Raw -3954635.744386 + Penalty 3374.869787 = -3951260.874599
  nChanged 27
		SP:Iteration 24Q (29465.220000 sec): 3 clusters
  Score: Raw -3954653.089079 + Penalty 3374.869787 = -3951278.219292
  nChanged 22
		SP:Iteration 25Q (29465.550000 sec): 3 clusters
  Score: Raw -3954665.159527 + Penalty 3374.869787 = -3951290.289740
  nChanged 19
		SP:Iteration 26Q (29465.860000 sec): 3 clusters
  Score: Raw -3954676.349855 + Penalty 3374.869787 = -3951301.480068
  nChanged 18
		SP:Iteration 27Q (29466.140000 sec): 3 clusters
  Score: Raw -3954684.788552 + Penalty 3374.869787 = -3951309.918765
  nChanged 11
		SP:Iteration 28Q (29466.470000 sec): 3 clusters
  Score: Raw -3954689.035344 + Penalty 3374.869787 = -3951314.165557
  nChanged 6
		SP:Iteration 29Q (29466.820000 sec): 3 clusters
  Score: Raw -3954690.853522 + Penalty 3374.869787 = -3951315.983735
  nChanged 2
		SP:Iteration 30Q (29467.090000 sec): 3 clusters
  Score: Raw -3954691.624670 + Penalty 3374.869787 = -3951316.754883
  nChanged 4
		SP:Iteration 31Q (29467.380000 sec): 3 clusters
  Score: Raw -3954693.227722 + Penalty 3374.869787 = -3951318.357935
  nChanged 2
		SP:Iteration 32Q (29467.680000 sec): 3 clusters
  Score: Raw -3954694.114534 + Penalty 3374.869787 = -3951319.244747
  nChanged 3
		SP:Iteration 33Q (29468.060000 sec): 3 clusters
  Score: Raw -3954695.219248 + Penalty 3374.869787 = -3951320.349461
  nChanged 4
		SP:Iteration 34Q (29468.340000 sec): 3 clusters
  Score: Raw -3954696.900784 + Penalty 3374.869787 = -3951322.030997
  nChanged 3
		SP:Iteration 35Q (29468.690000 sec): 3 clusters
  Score: Raw -3954698.367962 + Penalty 3374.869787 = -3951323.498175
  nChanged 4
		SP:Iteration 36Q (29469.070000 sec): 3 clusters
  Score: Raw -3954700.210036 + Penalty 3374.869787 = -3951325.340249
  nChanged 2
		SP:Iteration 37Q (29469.380000 sec): 3 clusters
  Score: Raw -3954701.583868 + Penalty 3374.869787 = -3951326.714081
  nChanged 2
		SP:Iteration 38Q (29469.710000 sec): 3 clusters
  Score: Raw -3954702.175736 + Penalty 3374.869787 = -3951327.305950
  nChanged 1
		SP:Iteration 39Q (29470.020000 sec): 3 clusters
  Score: Raw -3954702.520475 + Penalty 3374.869787 = -3951327.650688
  nChanged 0
		SP:Iteration 40F (29470.310000 sec): 3 clusters
  Score: Raw -3954702.520475 + Penalty 3374.869787 = -3951327.650688
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 15 (1783 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (29470.370000 sec): 2 clusters
  Score: Raw -198495.729840 + Penalty 1216.483550 = -197279.246289
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (29470.540000 sec): 3 clusters
  Score: Raw -197831.132166 + Penalty 2432.967101 = -195398.165065
  nChanged 646
		SP:Iteration 1F (29470.680000 sec): 3 clusters
  Score: Raw -198422.439489 + Penalty 2432.967101 = -195989.472388
  nChanged 183
		SP:Iteration 2F (29470.820000 sec): 3 clusters
  Score: Raw -198648.093723 + Penalty 2432.967101 = -196215.126622
  nChanged 146
		SP:Iteration 3F (29470.960000 sec): 3 clusters
  Score: Raw -198847.100399 + Penalty 2432.967101 = -196414.133298
  nChanged 119
		SP:Iteration 4F (29471.090000 sec): 3 clusters
  Score: Raw -199003.438226 + Penalty 2432.967101 = -196570.471125
  nChanged 79
		SP:Iteration 5Q (29471.320000 sec): 3 clusters
  Score: Raw -199113.006814 + Penalty 2432.967101 = -196680.039713
  nChanged 52
		SP:Iteration 6Q (29471.420000 sec): 3 clusters
  Score: Raw -199178.206580 + Penalty 2432.967101 = -196745.239480
  nChanged 48
		SP:Iteration 7Q (29471.600000 sec): 3 clusters
  Score: Raw -199238.714705 + Penalty 2432.967101 = -196805.747604
  nChanged 40
		SP:Iteration 8Q (29471.780000 sec): 3 clusters
  Score: Raw -199292.141877 + Penalty 2432.967101 = -196859.174777
  nChanged 31
		SP:Iteration 9Q (29471.930000 sec): 3 clusters
  Score: Raw -199332.205569 + Penalty 2432.967101 = -196899.238468
  nChanged 21
		SP:Iteration 10Q (29472.070000 sec): 3 clusters
  Score: Raw -199353.480590 + Penalty 2432.967101 = -196920.513489
  nChanged 18
		SP:Iteration 11Q (29472.210000 sec): 3 clusters
  Score: Raw -199370.583216 + Penalty 2432.967101 = -196937.616115
  nChanged 12
		SP:Iteration 12Q (29472.330000 sec): 3 clusters
  Score: Raw -199388.477629 + Penalty 2432.967101 = -196955.510528
  nChanged 9
		SP:Iteration 13Q (29472.460000 sec): 3 clusters
  Score: Raw -199399.920819 + Penalty 2432.967101 = -196966.953718
  nChanged 12
		SP:Iteration 14Q (29472.590000 sec): 3 clusters
  Score: Raw -199411.978511 + Penalty 2432.967101 = -196979.011410
  nChanged 9
		SP:Iteration 15Q (29472.780000 sec): 3 clusters
  Score: Raw -199418.586348 + Penalty 2432.967101 = -196985.619247
  nChanged 4
		SP:Iteration 16Q (29472.970000 sec): 3 clusters
  Score: Raw -199421.941244 + Penalty 2432.967101 = -196988.974144
  nChanged 6
		SP:Iteration 17Q (29473.150000 sec): 3 clusters
  Score: Raw -199425.747291 + Penalty 2432.967101 = -196992.780190
  nChanged 2
		SP:Iteration 18Q (29473.320000 sec): 3 clusters
  Score: Raw -199427.442579 + Penalty 2432.967101 = -196994.475478
  nChanged 3
		SP:Iteration 19Q (29473.490000 sec): 3 clusters
  Score: Raw -199429.182004 + Penalty 2432.967101 = -196996.214903
  nChanged 6
		SP:Iteration 20F (29473.620000 sec): 3 clusters
  Score: Raw -199433.292097 + Penalty 2432.967101 = -197000.324996
  nChanged 2
		SP:Iteration 21Q (29473.810000 sec): 3 clusters
  Score: Raw -199434.469973 + Penalty 2432.967101 = -197001.502872
  nChanged 2
		SP:Iteration 22Q (29473.960000 sec): 3 clusters
  Score: Raw -199435.440148 + Penalty 2432.967101 = -197002.473048
  nChanged 0
		SP:Iteration 23F (29474.140000 sec): 3 clusters
  Score: Raw -199435.440148 + Penalty 2432.967101 = -197002.473048
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 16 (690 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (29474.240000 sec): 2 clusters
  Score: Raw -78161.626381 + Penalty 1062.212385 = -77099.413996
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (29474.420000 sec): 3 clusters
  Score: Raw -78016.792644 + Penalty 2124.424769 = -75892.367875
  nChanged 208
		SP:Iteration 1F (29474.580000 sec): 3 clusters
  Score: Raw -78361.768197 + Penalty 2124.424769 = -76237.343428
  nChanged 57
		SP:Iteration 2F (29474.740000 sec): 3 clusters
  Score: Raw -78471.692285 + Penalty 2124.424769 = -76347.267515
  nChanged 31
		SP:Iteration 3Q (29474.880000 sec): 3 clusters
  Score: Raw -78524.792962 + Penalty 2124.424769 = -76400.368193
  nChanged 18
		SP:Iteration 4Q (29474.990000 sec): 3 clusters
  Score: Raw -78555.854995 + Penalty 2124.424769 = -76431.430226
  nChanged 11
		SP:Iteration 5Q (29475.080000 sec): 3 clusters
  Score: Raw -78573.433422 + Penalty 2124.424769 = -76449.008652
  nChanged 6
		SP:Iteration 6Q (29475.140000 sec): 3 clusters
  Score: Raw -78579.994092 + Penalty 2124.424769 = -76455.569323
  nChanged 4
		SP:Iteration 7Q (29475.300000 sec): 3 clusters
  Score: Raw -78583.962789 + Penalty 2124.424769 = -76459.538020
  nChanged 0
		SP:Iteration 8F (29475.480000 sec): 3 clusters
  Score: Raw -78583.962789 + Penalty 2124.424769 = -76459.538020
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 17 (326 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (29475.560000 sec): 2 clusters
  Score: Raw -22892.532360 + Penalty 940.370824 = -21952.161536
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (29475.720000 sec): 3 clusters
  Score: Raw -22925.418172 + Penalty 1880.741649 = -21044.676523
  nChanged 87
		SP:Iteration 1F (29475.790000 sec): 3 clusters
  Score: Raw -23169.757814 + Penalty 1880.741649 = -21289.016165
  nChanged 24
		SP:Iteration 2F (29475.800000 sec): 3 clusters
  Score: Raw -23239.598010 + Penalty 1880.741649 = -21358.856361
  nChanged 17
		SP:Iteration 3F (29475.800000 sec): 3 clusters
  Score: Raw -23314.375023 + Penalty 1880.741649 = -21433.633374
  nChanged 17
		SP:Iteration 4F (29475.920000 sec): 3 clusters
  Score: Raw -23414.337279 + Penalty 1880.741649 = -21533.595630
  nChanged 11
		SP:Iteration 5Q (29476.070000 sec): 3 clusters
  Score: Raw -23484.454396 + Penalty 1880.741649 = -21603.712747
  nChanged 8
		SP:Iteration 6Q (29476.190000 sec): 3 clusters
  Score: Raw -23505.907634 + Penalty 1880.741649 = -21625.165985
  nChanged 8
		SP:Iteration 7Q (29476.330000 sec): 3 clusters
  Score: Raw -23532.015477 + Penalty 1880.741649 = -21651.273828
  nChanged 4
		SP:Iteration 8Q (29476.460000 sec): 3 clusters
  Score: Raw -23561.446098 + Penalty 1880.741649 = -21680.704449
  nChanged 8
		SP:Iteration 9Q (29476.600000 sec): 3 clusters
  Score: Raw -23597.785657 + Penalty 1880.741649 = -21717.044008
  nChanged 3
		SP:Iteration 10Q (29476.730000 sec): 3 clusters
  Score: Raw -23619.463665 + Penalty 1880.741649 = -21738.722016
  nChanged 2
		SP:Iteration 11Q (29476.900000 sec): 3 clusters
  Score: Raw -23628.311908 + Penalty 1880.741649 = -21747.570259
  nChanged 2
		SP:Iteration 12Q (29477.020000 sec): 3 clusters
  Score: Raw -23642.018726 + Penalty 1880.741649 = -21761.277077
  nChanged 2
		SP:Iteration 13Q (29477.170000 sec): 3 clusters
  Score: Raw -23661.926106 + Penalty 1880.741649 = -21781.184457
  nChanged 2
		SP:Iteration 14Q (29477.320000 sec): 3 clusters
  Score: Raw -23681.889041 + Penalty 1880.741649 = -21801.147392
  nChanged 4
		SP:Iteration 15Q (29477.440000 sec): 3 clusters
  Score: Raw -23696.211837 + Penalty 1880.741649 = -21815.470188
  nChanged 2
		SP:Iteration 16Q (29477.580000 sec): 3 clusters
  Score: Raw -23705.058458 + Penalty 1880.741649 = -21824.316809
  nChanged 2
		SP:Iteration 17Q (29477.730000 sec): 3 clusters
  Score: Raw -23708.664776 + Penalty 1880.741649 = -21827.923127
  nChanged 1
		SP:Iteration 18Q (29477.850000 sec): 3 clusters
  Score: Raw -23710.403063 + Penalty 1880.741649 = -21829.661414
  nChanged 0
		SP:Iteration 19F (29477.980000 sec): 3 clusters
  Score: Raw -23710.403063 + Penalty 1880.741649 = -21829.661414
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 18 (2900 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (29478.100000 sec): 2 clusters
  Score: Raw -352626.497493 + Penalty 1295.525728 = -351330.971765
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (29478.240000 sec): 3 clusters
  Score: Raw -351287.438763 + Penalty 2591.051455 = -348696.387308
  nChanged 1090
		SP:Iteration 1F (29478.400000 sec): 3 clusters
  Score: Raw -351926.446303 + Penalty 2591.051455 = -349335.394847
  nChanged 201
		SP:Iteration 2F (29478.480000 sec): 3 clusters
  Score: Raw -352052.606568 + Penalty 2591.051455 = -349461.555113
  nChanged 144
		SP:Iteration 3Q (29478.630000 sec): 3 clusters
  Score: Raw -352130.662344 + Penalty 2591.051455 = -349539.610889
  nChanged 97
		SP:Iteration 4Q (29478.750000 sec): 3 clusters
  Score: Raw -352179.344272 + Penalty 2591.051455 = -349588.292817
  nChanged 72
		SP:Iteration 5Q (29478.890000 sec): 3 clusters
  Score: Raw -352225.071630 + Penalty 2591.051455 = -349634.020175
  nChanged 77
		SP:Iteration 6Q (29479.040000 sec): 3 clusters
  Score: Raw -352266.279330 + Penalty 2591.051455 = -349675.227874
  nChanged 66
		SP:Iteration 7Q (29479.180000 sec): 3 clusters
  Score: Raw -352307.032709 + Penalty 2591.051455 = -349715.981253
  nChanged 65
		SP:Iteration 8Q (29479.340000 sec): 3 clusters
  Score: Raw -352350.564339 + Penalty 2591.051455 = -349759.512884
  nChanged 69
		SP:Iteration 9Q (29479.540000 sec): 3 clusters
  Score: Raw -352406.909963 + Penalty 2591.051455 = -349815.858508
  nChanged 86
		SP:Iteration 10Q (29479.680000 sec): 3 clusters
  Score: Raw -352478.230886 + Penalty 2591.051455 = -349887.179431
  nChanged 77
		SP:Iteration 11Q (29479.820000 sec): 3 clusters
  Score: Raw -352536.057062 + Penalty 2591.051455 = -349945.005607
  nChanged 64
		SP:Iteration 12Q (29480.000000 sec): 3 clusters
  Score: Raw -352587.308007 + Penalty 2591.051455 = -349996.256552
  nChanged 52
		SP:Iteration 13Q (29480.140000 sec): 3 clusters
  Score: Raw -352635.196368 + Penalty 2591.051455 = -350044.144913
  nChanged 50
		SP:Iteration 14Q (29480.320000 sec): 3 clusters
  Score: Raw -352700.511083 + Penalty 2591.051455 = -350109.459628
  nChanged 45
		SP:Iteration 15Q (29480.510000 sec): 3 clusters
  Score: Raw -352754.808082 + Penalty 2591.051455 = -350163.756627
  nChanged 41
		SP:Iteration 16Q (29480.710000 sec): 3 clusters
  Score: Raw -352800.938034 + Penalty 2591.051455 = -350209.886579
  nChanged 33
		SP:Iteration 17Q (29480.850000 sec): 3 clusters
  Score: Raw -352845.829986 + Penalty 2591.051455 = -350254.778531
  nChanged 33
		SP:Iteration 18Q (29481.010000 sec): 3 clusters
  Score: Raw -352883.067022 + Penalty 2591.051455 = -350292.015567
  nChanged 35
		SP:Iteration 19Q (29481.110000 sec): 3 clusters
  Score: Raw -352917.418589 + Penalty 2591.051455 = -350326.367134
  nChanged 35
		SP:Iteration 20F (29481.260000 sec): 3 clusters
  Score: Raw -352940.991367 + Penalty 2591.051455 = -350349.939912
  nChanged 15
		SP:Iteration 21Q (29481.440000 sec): 3 clusters
  Score: Raw -352953.859626 + Penalty 2591.051455 = -350362.808171
  nChanged 15
		SP:Iteration 22Q (29481.580000 sec): 3 clusters
  Score: Raw -352964.960330 + Penalty 2591.051455 = -350373.908875
  nChanged 17
		SP:Iteration 23Q (29481.670000 sec): 3 clusters
  Score: Raw -352976.382336 + Penalty 2591.051455 = -350385.330881
  nChanged 16
		SP:Iteration 24Q (29481.760000 sec): 3 clusters
  Score: Raw -352986.137704 + Penalty 2591.051455 = -350395.086249
  nChanged 13
		SP:Iteration 25Q (29481.900000 sec): 3 clusters
  Score: Raw -352994.439907 + Penalty 2591.051455 = -350403.388452
  nChanged 12
		SP:Iteration 26Q (29481.990000 sec): 3 clusters
  Score: Raw -353001.819364 + Penalty 2591.051455 = -350410.767909
  nChanged 18
		SP:Iteration 27Q (29482.130000 sec): 3 clusters
  Score: Raw -353016.705796 + Penalty 2591.051455 = -350425.654341
  nChanged 18
		SP:Iteration 28Q (29482.220000 sec): 3 clusters
  Score: Raw -353027.826673 + Penalty 2591.051455 = -350436.775218
  nChanged 17
		SP:Iteration 29Q (29482.320000 sec): 3 clusters
  Score: Raw -353042.378700 + Penalty 2591.051455 = -350451.327244
  nChanged 18
		SP:Iteration 30Q (29482.450000 sec): 3 clusters
  Score: Raw -353052.120767 + Penalty 2591.051455 = -350461.069312
  nChanged 10
		SP:Iteration 31Q (29482.550000 sec): 3 clusters
  Score: Raw -353063.540497 + Penalty 2591.051455 = -350472.489042
  nChanged 18
		SP:Iteration 32Q (29482.640000 sec): 3 clusters
  Score: Raw -353076.258865 + Penalty 2591.051455 = -350485.207410
  nChanged 25
		SP:Iteration 33Q (29482.730000 sec): 3 clusters
  Score: Raw -353095.648056 + Penalty 2591.051455 = -350504.596601
  nChanged 28
		SP:Iteration 34Q (29482.820000 sec): 3 clusters
  Score: Raw -353118.067885 + Penalty 2591.051455 = -350527.016430
  nChanged 25
		SP:Iteration 35Q (29482.910000 sec): 3 clusters
  Score: Raw -353138.651007 + Penalty 2591.051455 = -350547.599552
  nChanged 37
		SP:Iteration 36Q (29483.050000 sec): 3 clusters
  Score: Raw -353166.104342 + Penalty 2591.051455 = -350575.052887
  nChanged 40
		SP:Iteration 37Q (29483.140000 sec): 3 clusters
  Score: Raw -353201.003477 + Penalty 2591.051455 = -350609.952022
  nChanged 41
		SP:Iteration 38Q (29483.230000 sec): 3 clusters
  Score: Raw -353235.013784 + Penalty 2591.051455 = -350643.962329
  nChanged 46
		SP:Iteration 39Q (29483.320000 sec): 3 clusters
  Score: Raw -353270.895335 + Penalty 2591.051455 = -350679.843880
  nChanged 40
		SP:Iteration 40F (29483.460000 sec): 3 clusters
  Score: Raw -353301.309517 + Penalty 2591.051455 = -350710.258062
  nChanged 35
		SP:Iteration 41Q (29483.590000 sec): 3 clusters
  Score: Raw -353334.894371 + Penalty 2591.051455 = -350743.842916
  nChanged 39
		SP:Iteration 42Q (29483.760000 sec): 3 clusters
  Score: Raw -353369.903916 + Penalty 2591.051455 = -350778.852461
  nChanged 31
		SP:Iteration 43Q (29483.890000 sec): 3 clusters
  Score: Raw -353390.196882 + Penalty 2591.051455 = -350799.145427
  nChanged 29
		SP:Iteration 44Q (29484.040000 sec): 3 clusters
  Score: Raw -353407.198939 + Penalty 2591.051455 = -350816.147484
  nChanged 19
		SP:Iteration 45Q (29484.190000 sec): 3 clusters
  Score: Raw -353417.271159 + Penalty 2591.051455 = -350826.219704
  nChanged 15
		SP:Iteration 46Q (29484.370000 sec): 3 clusters
  Score: Raw -353423.613367 + Penalty 2591.051455 = -350832.561912
  nChanged 8
		SP:Iteration 47Q (29484.490000 sec): 3 clusters
  Score: Raw -353426.647558 + Penalty 2591.051455 = -350835.596103
  nChanged 10
		SP:Iteration 48Q (29484.670000 sec): 3 clusters
  Score: Raw -353432.278864 + Penalty 2591.051455 = -350841.227408
  nChanged 9
		SP:Iteration 49Q (29484.830000 sec): 3 clusters
  Score: Raw -353436.603326 + Penalty 2591.051455 = -350845.551871
  nChanged 9
		SP:Iteration 50Q (29485.030000 sec): 3 clusters
  Score: Raw -353441.752316 + Penalty 2591.051455 = -350850.700861
  nChanged 16
		SP:Iteration 51Q (29485.200000 sec): 3 clusters
  Score: Raw -353449.244178 + Penalty 2591.051455 = -350858.192723
  nChanged 11
		SP:Iteration 52Q (29485.360000 sec): 3 clusters
  Score: Raw -353453.611546 + Penalty 2591.051455 = -350862.560091
  nChanged 17
		SP:Iteration 53Q (29485.480000 sec): 3 clusters
  Score: Raw -353463.402168 + Penalty 2591.051455 = -350872.350713
  nChanged 13
		SP:Iteration 54Q (29485.620000 sec): 3 clusters
  Score: Raw -353469.250769 + Penalty 2591.051455 = -350878.199314
  nChanged 16
		SP:Iteration 55Q (29485.780000 sec): 3 clusters
  Score: Raw -353479.687378 + Penalty 2591.051455 = -350888.635922
  nChanged 18
		SP:Iteration 56Q (29485.960000 sec): 3 clusters
  Score: Raw -353491.056590 + Penalty 2591.051455 = -350900.005135
  nChanged 23
		SP:Iteration 57Q (29486.090000 sec): 3 clusters
  Score: Raw -353506.301451 + Penalty 2591.051455 = -350915.249995
  nChanged 19
		SP:Iteration 58Q (29486.220000 sec): 3 clusters
  Score: Raw -353517.123829 + Penalty 2591.051455 = -350926.072374
  nChanged 13
		SP:Iteration 59Q (29486.370000 sec): 3 clusters
  Score: Raw -353525.338979 + Penalty 2591.051455 = -350934.287524
  nChanged 10
		SP:Iteration 60F (29486.570000 sec): 3 clusters
  Score: Raw -353531.082318 + Penalty 2591.051455 = -350940.030863
  nChanged 9
		SP:Iteration 61Q (29486.720000 sec): 3 clusters
  Score: Raw -353536.232475 + Penalty 2591.051455 = -350945.181020
  nChanged 8
		SP:Iteration 62Q (29486.830000 sec): 3 clusters
  Score: Raw -353540.455154 + Penalty 2591.051455 = -350949.403699
  nChanged 7
		SP:Iteration 63Q (29486.990000 sec): 3 clusters
  Score: Raw -353544.155419 + Penalty 2591.051455 = -350953.103964
  nChanged 8
		SP:Iteration 64Q (29487.080000 sec): 3 clusters
  Score: Raw -353548.467574 + Penalty 2591.051455 = -350957.416118
  nChanged 7
		SP:Iteration 65Q (29487.270000 sec): 3 clusters
  Score: Raw -353551.456607 + Penalty 2591.051455 = -350960.405152
  nChanged 3
		SP:Iteration 66Q (29487.380000 sec): 3 clusters
  Score: Raw -353552.563673 + Penalty 2591.051455 = -350961.512218
  nChanged 4
		SP:Iteration 67Q (29487.520000 sec): 3 clusters
  Score: Raw -353553.512866 + Penalty 2591.051455 = -350962.461411
  nChanged 2
		SP:Iteration 68Q (29487.690000 sec): 3 clusters
  Score: Raw -353554.197246 + Penalty 2591.051455 = -350963.145791
  nChanged 2
		SP:Iteration 69Q (29487.830000 sec): 3 clusters
  Score: Raw -353554.903444 + Penalty 2591.051455 = -350963.851989
  nChanged 1
		SP:Iteration 70Q (29487.980000 sec): 3 clusters
  Score: Raw -353555.046205 + Penalty 2591.051455 = -350963.994750
  nChanged 1
		SP:Iteration 71Q (29488.150000 sec): 3 clusters
  Score: Raw -353555.789403 + Penalty 2591.051455 = -350964.737947
  nChanged 5
		SP:Iteration 72Q (29488.330000 sec): 3 clusters
  Score: Raw -353557.590294 + Penalty 2591.051455 = -350966.538839
  nChanged 3
		SP:Iteration 73Q (29488.410000 sec): 3 clusters
  Score: Raw -353558.831738 + Penalty 2591.051455 = -350967.780282
  nChanged 2
		SP:Iteration 74Q (29488.550000 sec): 3 clusters
  Score: Raw -353559.821872 + Penalty 2591.051455 = -350968.770417
  nChanged 1
		SP:Iteration 75Q (29488.720000 sec): 3 clusters
  Score: Raw -353560.145581 + Penalty 2591.051455 = -350969.094126
  nChanged 1
		SP:Iteration 76Q (29488.830000 sec): 3 clusters
  Score: Raw -353560.459899 + Penalty 2591.051455 = -350969.408444
  nChanged 0
		SP:Iteration 77F (29488.990000 sec): 3 clusters
  Score: Raw -353560.459899 + Penalty 2591.051455 = -350969.408444
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 19 (1963 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (29489.060000 sec): 2 clusters
  Score: Raw -242405.360592 + Penalty 1232.112244 = -241173.248348
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (29489.210000 sec): 3 clusters
  Score: Raw -241599.150948 + Penalty 2464.224488 = -239134.926460
  nChanged 672
		SP:Iteration 1F (29489.370000 sec): 3 clusters
  Score: Raw -242014.603907 + Penalty 2464.224488 = -239550.379419
  nChanged 142
		SP:Iteration 2F (29489.490000 sec): 3 clusters
  Score: Raw -242112.094212 + Penalty 2464.224488 = -239647.869724
  nChanged 84
		SP:Iteration 3Q (29489.630000 sec): 3 clusters
  Score: Raw -242170.444702 + Penalty 2464.224488 = -239706.220214
  nChanged 45
		SP:Iteration 4Q (29489.770000 sec): 3 clusters
  Score: Raw -242196.203222 + Penalty 2464.224488 = -239731.978734
  nChanged 40
		SP:Iteration 5Q (29489.920000 sec): 3 clusters
  Score: Raw -242215.675114 + Penalty 2464.224488 = -239751.450626
  nChanged 17
		SP:Iteration 6Q (29490.030000 sec): 3 clusters
  Score: Raw -242224.746455 + Penalty 2464.224488 = -239760.521967
  nChanged 16
		SP:Iteration 7Q (29490.150000 sec): 3 clusters
  Score: Raw -242233.942112 + Penalty 2464.224488 = -239769.717624
  nChanged 16
		SP:Iteration 8Q (29490.270000 sec): 3 clusters
  Score: Raw -242242.776864 + Penalty 2464.224488 = -239778.552376
  nChanged 13
		SP:Iteration 9Q (29490.470000 sec): 3 clusters
  Score: Raw -242248.430019 + Penalty 2464.224488 = -239784.205531
  nChanged 9
		SP:Iteration 10Q (29490.640000 sec): 3 clusters
  Score: Raw -242254.177929 + Penalty 2464.224488 = -239789.953440
  nChanged 11
		SP:Iteration 11Q (29490.820000 sec): 3 clusters
  Score: Raw -242258.442734 + Penalty 2464.224488 = -239794.218246
  nChanged 14
		SP:Iteration 12Q (29490.960000 sec): 3 clusters
  Score: Raw -242264.040616 + Penalty 2464.224488 = -239799.816128
  nChanged 13
		SP:Iteration 13Q (29491.130000 sec): 3 clusters
  Score: Raw -242270.111220 + Penalty 2464.224488 = -239805.886732
  nChanged 16
		SP:Iteration 14Q (29491.300000 sec): 3 clusters
  Score: Raw -242277.408645 + Penalty 2464.224488 = -239813.184157
  nChanged 17
		SP:Iteration 15Q (29491.400000 sec): 3 clusters
  Score: Raw -242284.996179 + Penalty 2464.224488 = -239820.771690
  nChanged 13
		SP:Iteration 16Q (29491.500000 sec): 3 clusters
  Score: Raw -242290.330323 + Penalty 2464.224488 = -239826.105835
  nChanged 11
		SP:Iteration 17Q (29491.660000 sec): 3 clusters
  Score: Raw -242294.994354 + Penalty 2464.224488 = -239830.769866
  nChanged 2
		SP:Iteration 18Q (29491.810000 sec): 3 clusters
  Score: Raw -242295.858026 + Penalty 2464.224488 = -239831.633538
  nChanged 1
		SP:Iteration 19Q (29491.900000 sec): 3 clusters
  Score: Raw -242296.331219 + Penalty 2464.224488 = -239832.106731
  nChanged 3
		SP:Iteration 20F (29492.000000 sec): 3 clusters
  Score: Raw -242297.762569 + Penalty 2464.224488 = -239833.538081
  nChanged 1
		SP:Iteration 21Q (29492.090000 sec): 3 clusters
  Score: Raw -242297.931522 + Penalty 2464.224488 = -239833.707034
  nChanged 0
		SP:Iteration 22F (29492.230000 sec): 3 clusters
  Score: Raw -242297.931522 + Penalty 2464.224488 = -239833.707034
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 20 (187002 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (29493.140000 sec): 2 clusters
  Score: Raw -22516515.583558 + Penalty 1972.567121 = -22514543.016437
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (29494.360000 sec): 3 clusters
  Score: Raw -22392961.448614 + Penalty 3945.134242 = -22389016.314372
  nChanged 90495
		SP:Iteration 1F (29495.520000 sec): 3 clusters
  Score: Raw -22446939.695811 + Penalty 3945.134242 = -22442994.561569
  nChanged 7787
		SP:Iteration 2Q (29496.970000 sec): 3 clusters
  Score: Raw -22449732.394145 + Penalty 3945.134242 = -22445787.259903
  nChanged 10179
		SP:Iteration 3F (29498.170000 sec): 3 clusters
  Score: Raw -22454565.634607 + Penalty 3945.134242 = -22450620.500365
  nChanged 13058
		SP:Iteration 4F (29499.550000 sec): 3 clusters
  Score: Raw -22462772.729101 + Penalty 3945.134242 = -22458827.594859
  nChanged 15585
		SP:Iteration 5F (29500.910000 sec): 3 clusters
  Score: Raw -22474767.285078 + Penalty 3945.134242 = -22470822.150836
  nChanged 15790
		SP:Iteration 6F (29502.220000 sec): 3 clusters
  Score: Raw -22488720.104979 + Penalty 3945.134242 = -22484774.970737
  nChanged 13355
		SP:Iteration 7F (29503.620000 sec): 3 clusters
  Score: Raw -22501016.454142 + Penalty 3945.134242 = -22497071.319900
  nChanged 9065
		SP:Iteration 8Q (29504.970000 sec): 3 clusters
  Score: Raw -22509146.631915 + Penalty 3945.134242 = -22505201.497673
  nChanged 5197
		SP:Iteration 9Q (29506.380000 sec): 3 clusters
  Score: Raw -22513610.226486 + Penalty 3945.134242 = -22509665.092244
  nChanged 2534
		SP:Iteration 10Q (29507.650000 sec): 3 clusters
  Score: Raw -22515555.920821 + Penalty 3945.134242 = -22511610.786579
  nChanged 1095
		SP:Iteration 11Q (29508.890000 sec): 3 clusters
  Score: Raw -22516324.910420 + Penalty 3945.134242 = -22512379.776178
  nChanged 485
		SP:Iteration 12Q (29510.070000 sec): 3 clusters
  Score: Raw -22516633.022918 + Penalty 3945.134242 = -22512687.888676
  nChanged 223
		SP:Iteration 13Q (29511.210000 sec): 3 clusters
  Score: Raw -22516772.738913 + Penalty 3945.134242 = -22512827.604671
  nChanged 132
		SP:Iteration 14Q (29512.310000 sec): 3 clusters
  Score: Raw -22516847.797351 + Penalty 3945.134242 = -22512902.663109
  nChanged 70
		SP:Iteration 15Q (29513.390000 sec): 3 clusters
  Score: Raw -22516887.316909 + Penalty 3945.134242 = -22512942.182667
  nChanged 38
		SP:Iteration 16Q (29514.480000 sec): 3 clusters
  Score: Raw -22516914.208450 + Penalty 3945.134242 = -22512969.074208
  nChanged 40
		SP:Iteration 17Q (29515.540000 sec): 3 clusters
  Score: Raw -22516933.807365 + Penalty 3945.134242 = -22512988.673123
  nChanged 32
		SP:Iteration 18Q (29516.500000 sec): 3 clusters
  Score: Raw -22516949.293293 + Penalty 3945.134242 = -22513004.159051
  nChanged 22
		SP:Iteration 19Q (29517.720000 sec): 3 clusters
  Score: Raw -22516961.844071 + Penalty 3945.134242 = -22513016.709829
  nChanged 25
		SP:Iteration 20F (29518.930000 sec): 3 clusters
  Score: Raw -22516975.410934 + Penalty 3945.134242 = -22513030.276692
  nChanged 11
		SP:Iteration 21Q (29520.170000 sec): 3 clusters
  Score: Raw -22516982.125195 + Penalty 3945.134242 = -22513036.990953
  nChanged 20
		SP:Iteration 22Q (29521.320000 sec): 3 clusters
  Score: Raw -22516991.600972 + Penalty 3945.134242 = -22513046.466730
  nChanged 13
		SP:Iteration 23Q (29522.410000 sec): 3 clusters
  Score: Raw -22516996.202194 + Penalty 3945.134242 = -22513051.067952
  nChanged 7
		SP:Iteration 24Q (29523.450000 sec): 3 clusters
  Score: Raw -22516999.990720 + Penalty 3945.134242 = -22513054.856478
  nChanged 5
		SP:Iteration 25Q (29524.560000 sec): 3 clusters
  Score: Raw -22517001.704025 + Penalty 3945.134242 = -22513056.569783
  nChanged 1
		SP:Iteration 26Q (29525.690000 sec): 3 clusters
  Score: Raw -22517002.006430 + Penalty 3945.134242 = -22513056.872188
  nChanged 0
		SP:Iteration 27F (29526.900000 sec): 3 clusters
  Score: Raw -22517002.006430 + Penalty 3945.134242 = -22513056.872188
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 21 (137 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (29527.050000 sec): 2 clusters
  Score: Raw -7823.081377 + Penalty 799.496900 = -7023.584476
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (29527.140000 sec): 3 clusters
  Score: Raw -8197.042430 + Penalty 1598.993801 = -6598.048630
  nChanged 27
		SP:Iteration 1F (29527.260000 sec): 3 clusters
  Score: Raw -8355.501346 + Penalty 1598.993801 = -6756.507545
  nChanged 8
		SP:Iteration 2F (29527.380000 sec): 3 clusters
  Score: Raw -8527.949101 + Penalty 1598.993801 = -6928.955300
  nChanged 5
		SP:Iteration 3Q (29527.510000 sec): 3 clusters
  Score: Raw -8576.354962 + Penalty 1598.993801 = -6977.361161
  nChanged 0
		SP:Iteration 4F (29527.620000 sec): 3 clusters
  Score: Raw -8576.354962 + Penalty 1598.993801 = -6977.361161
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 22 (16927 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (29527.830000 sec): 2 clusters
  Score: Raw -1983510.836434 + Penalty 1582.208105 = -1981928.628329
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (29528.020000 sec): 3 clusters
  Score: Raw -1973421.991661 + Penalty 3164.416209 = -1970257.575451
  nChanged 7539
		SP:Iteration 1F (29528.270000 sec): 3 clusters
  Score: Raw -1977520.812742 + Penalty 3164.416209 = -1974356.396532
  nChanged 909
		SP:Iteration 2F (29528.540000 sec): 3 clusters
  Score: Raw -1977909.736501 + Penalty 3164.416209 = -1974745.320291
  nChanged 900
		SP:Iteration 3F (29528.810000 sec): 3 clusters
  Score: Raw -1978319.150990 + Penalty 3164.416209 = -1975154.734781
  nChanged 907
		SP:Iteration 4F (29529.020000 sec): 3 clusters
  Score: Raw -1978763.200929 + Penalty 3164.416209 = -1975598.784720
  nChanged 878
		SP:Iteration 5F (29529.290000 sec): 3 clusters
  Score: Raw -1979271.525174 + Penalty 3164.416209 = -1976107.108964
  nChanged 957
		SP:Iteration 6F (29529.560000 sec): 3 clusters
  Score: Raw -1979960.880560 + Penalty 3164.416209 = -1976796.464351
  nChanged 1025
		SP:Iteration 7F (29529.820000 sec): 3 clusters
  Score: Raw -1980811.806985 + Penalty 3164.416209 = -1977647.390776
  nChanged 981
		SP:Iteration 8F (29530.100000 sec): 3 clusters
  Score: Raw -1981685.809720 + Penalty 3164.416209 = -1978521.393511
  nChanged 909
		SP:Iteration 9F (29530.320000 sec): 3 clusters
  Score: Raw -1982380.250268 + Penalty 3164.416209 = -1979215.834059
  nChanged 661
		SP:Iteration 10Q (29530.520000 sec): 3 clusters
  Score: Raw -1982847.338526 + Penalty 3164.416209 = -1979682.922317
  nChanged 518
		SP:Iteration 11Q (29530.780000 sec): 3 clusters
  Score: Raw -1983208.033797 + Penalty 3164.416209 = -1980043.617587
  nChanged 425
		SP:Iteration 12Q (29531.050000 sec): 3 clusters
  Score: Raw -1983474.089004 + Penalty 3164.416209 = -1980309.672794
  nChanged 315
		SP:Iteration 13Q (29531.310000 sec): 3 clusters
  Score: Raw -1983653.729516 + Penalty 3164.416209 = -1980489.313307
  nChanged 278
		SP:Iteration 14Q (29531.570000 sec): 3 clusters
  Score: Raw -1983816.714045 + Penalty 3164.416209 = -1980652.297836
  nChanged 227
		SP:Iteration 15Q (29531.850000 sec): 3 clusters
  Score: Raw -1983937.442053 + Penalty 3164.416209 = -1980773.025843
  nChanged 189
		SP:Iteration 16Q (29532.060000 sec): 3 clusters
  Score: Raw -1984041.390191 + Penalty 3164.416209 = -1980876.973982
  nChanged 184
		SP:Iteration 17Q (29532.300000 sec): 3 clusters
  Score: Raw -1984145.536339 + Penalty 3164.416209 = -1980981.120130
  nChanged 153
		SP:Iteration 18Q (29532.540000 sec): 3 clusters
  Score: Raw -1984230.455675 + Penalty 3164.416209 = -1981066.039466
  nChanged 155
		SP:Iteration 19Q (29532.790000 sec): 3 clusters
  Score: Raw -1984299.362557 + Penalty 3164.416209 = -1981134.946347
  nChanged 92
		SP:Iteration 20F (29533.070000 sec): 3 clusters
  Score: Raw -1984335.480551 + Penalty 3164.416209 = -1981171.064342
  nChanged 70
		SP:Iteration 21Q (29533.280000 sec): 3 clusters
  Score: Raw -1984359.298581 + Penalty 3164.416209 = -1981194.882372
  nChanged 59
		SP:Iteration 22Q (29533.530000 sec): 3 clusters
  Score: Raw -1984382.320228 + Penalty 3164.416209 = -1981217.904019
  nChanged 50
		SP:Iteration 23Q (29533.770000 sec): 3 clusters
  Score: Raw -1984402.530138 + Penalty 3164.416209 = -1981238.113929
  nChanged 51
		SP:Iteration 24Q (29533.970000 sec): 3 clusters
  Score: Raw -1984421.791501 + Penalty 3164.416209 = -1981257.375292
  nChanged 48
		SP:Iteration 25Q (29534.230000 sec): 3 clusters
  Score: Raw -1984436.225134 + Penalty 3164.416209 = -1981271.808925
  nChanged 34
		SP:Iteration 26Q (29534.480000 sec): 3 clusters
  Score: Raw -1984449.960480 + Penalty 3164.416209 = -1981285.544270
  nChanged 24
		SP:Iteration 27Q (29534.740000 sec): 3 clusters
  Score: Raw -1984458.862411 + Penalty 3164.416209 = -1981294.446201
  nChanged 26
		SP:Iteration 28Q (29534.920000 sec): 3 clusters
  Score: Raw -1984467.791383 + Penalty 3164.416209 = -1981303.375174
  nChanged 29
		SP:Iteration 29Q (29535.150000 sec): 3 clusters
  Score: Raw -1984476.871994 + Penalty 3164.416209 = -1981312.455785
  nChanged 24
		SP:Iteration 30Q (29535.390000 sec): 3 clusters
  Score: Raw -1984485.283253 + Penalty 3164.416209 = -1981320.867044
  nChanged 22
		SP:Iteration 31Q (29535.590000 sec): 3 clusters
  Score: Raw -1984493.465667 + Penalty 3164.416209 = -1981329.049458
  nChanged 24
		SP:Iteration 32Q (29535.830000 sec): 3 clusters
  Score: Raw -1984502.423611 + Penalty 3164.416209 = -1981338.007402
  nChanged 22
		SP:Iteration 33Q (29536.010000 sec): 3 clusters
  Score: Raw -1984509.366371 + Penalty 3164.416209 = -1981344.950161
  nChanged 17
		SP:Iteration 34Q (29536.190000 sec): 3 clusters
  Score: Raw -1984514.478069 + Penalty 3164.416209 = -1981350.061859
  nChanged 11
		SP:Iteration 35Q (29536.430000 sec): 3 clusters
  Score: Raw -1984518.603016 + Penalty 3164.416209 = -1981354.186807
  nChanged 13
		SP:Iteration 36Q (29536.620000 sec): 3 clusters
  Score: Raw -1984523.440716 + Penalty 3164.416209 = -1981359.024506
  nChanged 18
		SP:Iteration 37Q (29536.870000 sec): 3 clusters
  Score: Raw -1984528.948181 + Penalty 3164.416209 = -1981364.531972
  nChanged 16
		SP:Iteration 38Q (29537.150000 sec): 3 clusters
  Score: Raw -1984533.946864 + Penalty 3164.416209 = -1981369.530655
  nChanged 14
		SP:Iteration 39Q (29537.400000 sec): 3 clusters
  Score: Raw -1984538.946215 + Penalty 3164.416209 = -1981374.530006
  nChanged 11
		SP:Iteration 40F (29537.650000 sec): 3 clusters
  Score: Raw -1984542.805099 + Penalty 3164.416209 = -1981378.388890
  nChanged 11
		SP:Iteration 41Q (29537.920000 sec): 3 clusters
  Score: Raw -1984547.003465 + Penalty 3164.416209 = -1981382.587255
  nChanged 13
		SP:Iteration 42Q (29538.150000 sec): 3 clusters
  Score: Raw -1984550.287057 + Penalty 3164.416209 = -1981385.870847
  nChanged 12
		SP:Iteration 43Q (29538.330000 sec): 3 clusters
  Score: Raw -1984554.511821 + Penalty 3164.416209 = -1981390.095612
  nChanged 14
		SP:Iteration 44Q (29538.530000 sec): 3 clusters
  Score: Raw -1984558.788828 + Penalty 3164.416209 = -1981394.372619
  nChanged 7
		SP:Iteration 45Q (29538.790000 sec): 3 clusters
  Score: Raw -1984561.183691 + Penalty 3164.416209 = -1981396.767482
  nChanged 11
		SP:Iteration 46Q (29539.070000 sec): 3 clusters
  Score: Raw -1984564.799773 + Penalty 3164.416209 = -1981400.383564
  nChanged 13
		SP:Iteration 47Q (29539.230000 sec): 3 clusters
  Score: Raw -1984569.509556 + Penalty 3164.416209 = -1981405.093347
  nChanged 10
		SP:Iteration 48Q (29539.470000 sec): 3 clusters
  Score: Raw -1984571.961303 + Penalty 3164.416209 = -1981407.545094
  nChanged 6
		SP:Iteration 49Q (29539.710000 sec): 3 clusters
  Score: Raw -1984573.708755 + Penalty 3164.416209 = -1981409.292546
  nChanged 3
		SP:Iteration 50Q (29539.920000 sec): 3 clusters
  Score: Raw -1984574.163410 + Penalty 3164.416209 = -1981409.747201
  nChanged 0
		SP:Iteration 51F (29540.160000 sec): 3 clusters
  Score: Raw -1984574.163410 + Penalty 3164.416209 = -1981409.747201
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 23 (3976 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (29540.270000 sec): 2 clusters
  Score: Raw -488192.708433 + Penalty 1346.805130 = -486845.903303
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (29540.450000 sec): 3 clusters
  Score: Raw -486194.094319 + Penalty 2693.610260 = -483500.484060
  nChanged 1546
		SP:Iteration 1F (29540.590000 sec): 3 clusters
  Score: Raw -487092.940353 + Penalty 2693.610260 = -484399.330093
  nChanged 284
		SP:Iteration 2F (29540.800000 sec): 3 clusters
  Score: Raw -487278.479676 + Penalty 2693.610260 = -484584.869416
  nChanged 211
		SP:Iteration 3F (29540.940000 sec): 3 clusters
  Score: Raw -487408.585902 + Penalty 2693.610260 = -484714.975642
  nChanged 176
		SP:Iteration 4Q (29541.100000 sec): 3 clusters
  Score: Raw -487514.510453 + Penalty 2693.610260 = -484820.900193
  nChanged 152
		SP:Iteration 5Q (29541.220000 sec): 3 clusters
  Score: Raw -487611.004958 + Penalty 2693.610260 = -484917.394699
  nChanged 159
		SP:Iteration 6Q (29541.450000 sec): 3 clusters
  Score: Raw -487709.688718 + Penalty 2693.610260 = -485016.078459
  nChanged 154
		SP:Iteration 7Q (29541.620000 sec): 3 clusters
  Score: Raw -487812.988864 + Penalty 2693.610260 = -485119.378604
  nChanged 143
		SP:Iteration 8Q (29541.770000 sec): 3 clusters
  Score: Raw -487906.580938 + Penalty 2693.610260 = -485212.970678
  nChanged 136
		SP:Iteration 9Q (29541.930000 sec): 3 clusters
  Score: Raw -487990.465416 + Penalty 2693.610260 = -485296.855157
  nChanged 117
		SP:Iteration 10Q (29542.060000 sec): 3 clusters
  Score: Raw -488073.821193 + Penalty 2693.610260 = -485380.210934
  nChanged 140
		SP:Iteration 11Q (29542.180000 sec): 3 clusters
  Score: Raw -488174.866332 + Penalty 2693.610260 = -485481.256073
  nChanged 121
		SP:Iteration 12Q (29542.340000 sec): 3 clusters
  Score: Raw -488260.085574 + Penalty 2693.610260 = -485566.475315
  nChanged 103
		SP:Iteration 13Q (29542.510000 sec): 3 clusters
  Score: Raw -488327.403842 + Penalty 2693.610260 = -485633.793583
  nChanged 94
		SP:Iteration 14Q (29542.670000 sec): 3 clusters
  Score: Raw -488388.209303 + Penalty 2693.610260 = -485694.599043
  nChanged 76
		SP:Iteration 15Q (29542.810000 sec): 3 clusters
  Score: Raw -488428.037266 + Penalty 2693.610260 = -485734.427006
  nChanged 43
		SP:Iteration 16Q (29542.970000 sec): 3 clusters
  Score: Raw -488450.400574 + Penalty 2693.610260 = -485756.790314
  nChanged 37
		SP:Iteration 17Q (29543.150000 sec): 3 clusters
  Score: Raw -488465.367421 + Penalty 2693.610260 = -485771.757161
  nChanged 31
		SP:Iteration 18Q (29543.310000 sec): 3 clusters
  Score: Raw -488476.567306 + Penalty 2693.610260 = -485782.957047
  nChanged 26
		SP:Iteration 19Q (29543.510000 sec): 3 clusters
  Score: Raw -488487.156097 + Penalty 2693.610260 = -485793.545838
  nChanged 21
		SP:Iteration 20F (29543.650000 sec): 3 clusters
  Score: Raw -488497.025661 + Penalty 2693.610260 = -485803.415401
  nChanged 17
		SP:Iteration 21Q (29543.840000 sec): 3 clusters
  Score: Raw -488505.104767 + Penalty 2693.610260 = -485811.494508
  nChanged 17
		SP:Iteration 22Q (29544.010000 sec): 3 clusters
  Score: Raw -488512.745481 + Penalty 2693.610260 = -485819.135222
  nChanged 19
		SP:Iteration 23Q (29544.190000 sec): 3 clusters
  Score: Raw -488523.026470 + Penalty 2693.610260 = -485829.416211
  nChanged 16
		SP:Iteration 24Q (29544.320000 sec): 3 clusters
  Score: Raw -488528.060224 + Penalty 2693.610260 = -485834.449965
  nChanged 15
		SP:Iteration 25Q (29544.510000 sec): 3 clusters
  Score: Raw -488531.731458 + Penalty 2693.610260 = -485838.121198
  nChanged 9
		SP:Iteration 26Q (29544.650000 sec): 3 clusters
  Score: Raw -488535.409241 + Penalty 2693.610260 = -485841.798981
  nChanged 11
		SP:Iteration 27Q (29544.800000 sec): 3 clusters
  Score: Raw -488539.287228 + Penalty 2693.610260 = -485845.676969
  nChanged 11
		SP:Iteration 28Q (29544.940000 sec): 3 clusters
  Score: Raw -488545.460252 + Penalty 2693.610260 = -485851.849992
  nChanged 23
		SP:Iteration 29Q (29545.130000 sec): 3 clusters
  Score: Raw -488558.112668 + Penalty 2693.610260 = -485864.502409
  nChanged 24
		SP:Iteration 30Q (29545.280000 sec): 3 clusters
  Score: Raw -488568.050600 + Penalty 2693.610260 = -485874.440340
  nChanged 19
		SP:Iteration 31Q (29545.440000 sec): 3 clusters
  Score: Raw -488573.124721 + Penalty 2693.610260 = -485879.514462
  nChanged 10
		SP:Iteration 32Q (29545.620000 sec): 3 clusters
  Score: Raw -488576.229784 + Penalty 2693.610260 = -485882.619524
  nChanged 9
		SP:Iteration 33Q (29545.760000 sec): 3 clusters
  Score: Raw -488578.599836 + Penalty 2693.610260 = -485884.989577
  nChanged 7
		SP:Iteration 34Q (29545.890000 sec): 3 clusters
  Score: Raw -488580.689482 + Penalty 2693.610260 = -485887.079222
  nChanged 6
		SP:Iteration 35Q (29546.030000 sec): 3 clusters
  Score: Raw -488582.139734 + Penalty 2693.610260 = -485888.529475
  nChanged 4
		SP:Iteration 36Q (29546.170000 sec): 3 clusters
  Score: Raw -488583.304690 + Penalty 2693.610260 = -485889.694430
  nChanged 3
		SP:Iteration 37Q (29546.300000 sec): 3 clusters
  Score: Raw -488583.779389 + Penalty 2693.610260 = -485890.169129
  nChanged 0
		SP:Iteration 38F (29546.440000 sec): 3 clusters
  Score: Raw -488583.779389 + Penalty 2693.610260 = -485890.169129
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 24 (2428 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (29546.550000 sec): 2 clusters
  Score: Raw -298591.675908 + Penalty 1266.658762 = -297325.017146
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (29546.660000 sec): 3 clusters
  Score: Raw -297511.852708 + Penalty 2533.317524 = -294978.535184
  nChanged 896
		SP:Iteration 1F (29546.810000 sec): 3 clusters
  Score: Raw -298140.665500 + Penalty 2533.317524 = -295607.347976
  nChanged 209
		SP:Iteration 2F (29546.900000 sec): 3 clusters
  Score: Raw -298337.455315 + Penalty 2533.317524 = -295804.137790
  nChanged 133
		SP:Iteration 3F (29547.060000 sec): 3 clusters
  Score: Raw -298469.852967 + Penalty 2533.317524 = -295936.535442
  nChanged 110
		SP:Iteration 4Q (29547.230000 sec): 3 clusters
  Score: Raw -298560.962251 + Penalty 2533.317524 = -296027.644726
  nChanged 83
		SP:Iteration 5Q (29547.430000 sec): 3 clusters
  Score: Raw -298634.356331 + Penalty 2533.317524 = -296101.038807
  nChanged 75
		SP:Iteration 6Q (29547.590000 sec): 3 clusters
  Score: Raw -298688.437219 + Penalty 2533.317524 = -296155.119694
  nChanged 49
		SP:Iteration 7Q (29547.720000 sec): 3 clusters
  Score: Raw -298734.155220 + Penalty 2533.317524 = -296200.837696
  nChanged 54
		SP:Iteration 8Q (29547.850000 sec): 3 clusters
  Score: Raw -298785.268108 + Penalty 2533.317524 = -296251.950584
  nChanged 48
		SP:Iteration 9Q (29548.000000 sec): 3 clusters
  Score: Raw -298819.721452 + Penalty 2533.317524 = -296286.403927
  nChanged 33
		SP:Iteration 10Q (29548.150000 sec): 3 clusters
  Score: Raw -298836.155036 + Penalty 2533.317524 = -296302.837511
  nChanged 24
		SP:Iteration 11Q (29548.280000 sec): 3 clusters
  Score: Raw -298848.528244 + Penalty 2533.317524 = -296315.210720
  nChanged 19
		SP:Iteration 12Q (29548.410000 sec): 3 clusters
  Score: Raw -298857.851417 + Penalty 2533.317524 = -296324.533893
  nChanged 20
		SP:Iteration 13Q (29548.500000 sec): 3 clusters
  Score: Raw -298867.677904 + Penalty 2533.317524 = -296334.360379
  nChanged 17
		SP:Iteration 14Q (29548.620000 sec): 3 clusters
  Score: Raw -298878.963966 + Penalty 2533.317524 = -296345.646441
  nChanged 22
		SP:Iteration 15Q (29548.760000 sec): 3 clusters
  Score: Raw -298893.259365 + Penalty 2533.317524 = -296359.941840
  nChanged 17
		SP:Iteration 16Q (29548.870000 sec): 3 clusters
  Score: Raw -298901.165136 + Penalty 2533.317524 = -296367.847611
  nChanged 12
		SP:Iteration 17Q (29549.010000 sec): 3 clusters
  Score: Raw -298906.319390 + Penalty 2533.317524 = -296373.001865
  nChanged 14
		SP:Iteration 18Q (29549.160000 sec): 3 clusters
  Score: Raw -298913.559576 + Penalty 2533.317524 = -296380.242051
  nChanged 18
		SP:Iteration 19Q (29549.290000 sec): 3 clusters
  Score: Raw -298925.696391 + Penalty 2533.317524 = -296392.378867
  nChanged 21
		SP:Iteration 20F (29549.390000 sec): 3 clusters
  Score: Raw -298942.448568 + Penalty 2533.317524 = -296409.131043
  nChanged 32
		SP:Iteration 21Q (29549.550000 sec): 3 clusters
  Score: Raw -298959.525659 + Penalty 2533.317524 = -296426.208135
  nChanged 23
		SP:Iteration 22Q (29549.670000 sec): 3 clusters
  Score: Raw -298972.265690 + Penalty 2533.317524 = -296438.948165
  nChanged 18
		SP:Iteration 23Q (29549.800000 sec): 3 clusters
  Score: Raw -298983.660324 + Penalty 2533.317524 = -296450.342800
  nChanged 26
		SP:Iteration 24Q (29549.950000 sec): 3 clusters
  Score: Raw -299001.397875 + Penalty 2533.317524 = -296468.080350
  nChanged 19
		SP:Iteration 25Q (29550.040000 sec): 3 clusters
  Score: Raw -299010.737072 + Penalty 2533.317524 = -296477.419547
  nChanged 16
		SP:Iteration 26Q (29550.170000 sec): 3 clusters
  Score: Raw -299019.645216 + Penalty 2533.317524 = -296486.327691
  nChanged 20
		SP:Iteration 27Q (29550.270000 sec): 3 clusters
  Score: Raw -299031.063131 + Penalty 2533.317524 = -296497.745607
  nChanged 21
		SP:Iteration 28Q (29550.400000 sec): 3 clusters
  Score: Raw -299044.644701 + Penalty 2533.317524 = -296511.327177
  nChanged 20
		SP:Iteration 29Q (29550.510000 sec): 3 clusters
  Score: Raw -299056.088407 + Penalty 2533.317524 = -296522.770882
  nChanged 20
		SP:Iteration 30Q (29550.640000 sec): 3 clusters
  Score: Raw -299067.970148 + Penalty 2533.317524 = -296534.652624
  nChanged 15
		SP:Iteration 31Q (29550.790000 sec): 3 clusters
  Score: Raw -299075.619888 + Penalty 2533.317524 = -296542.302364
  nChanged 13
		SP:Iteration 32Q (29550.960000 sec): 3 clusters
  Score: Raw -299083.017069 + Penalty 2533.317524 = -296549.699544
  nChanged 15
		SP:Iteration 33Q (29551.090000 sec): 3 clusters
  Score: Raw -299090.868725 + Penalty 2533.317524 = -296557.551201
  nChanged 10
		SP:Iteration 34Q (29551.210000 sec): 3 clusters
  Score: Raw -299099.785669 + Penalty 2533.317524 = -296566.468144
  nChanged 8
		SP:Iteration 35Q (29551.340000 sec): 3 clusters
  Score: Raw -299103.575801 + Penalty 2533.317524 = -296570.258277
  nChanged 5
		SP:Iteration 36Q (29551.460000 sec): 3 clusters
  Score: Raw -299107.048855 + Penalty 2533.317524 = -296573.731330
  nChanged 8
		SP:Iteration 37Q (29551.580000 sec): 3 clusters
  Score: Raw -299110.826230 + Penalty 2533.317524 = -296577.508706
  nChanged 6
		SP:Iteration 38Q (29551.790000 sec): 3 clusters
  Score: Raw -299113.386534 + Penalty 2533.317524 = -296580.069010
  nChanged 10
		SP:Iteration 39Q (29551.920000 sec): 3 clusters
  Score: Raw -299120.247706 + Penalty 2533.317524 = -296586.930181
  nChanged 13
		SP:Iteration 40F (29552.030000 sec): 3 clusters
  Score: Raw -299129.603504 + Penalty 2533.317524 = -296596.285980
  nChanged 13
		SP:Iteration 41Q (29552.170000 sec): 3 clusters
  Score: Raw -299138.227491 + Penalty 2533.317524 = -296604.909967
  nChanged 16
		SP:Iteration 42Q (29552.270000 sec): 3 clusters
  Score: Raw -299150.540105 + Penalty 2533.317524 = -296617.222581
  nChanged 17
		SP:Iteration 43Q (29552.370000 sec): 3 clusters
  Score: Raw -299159.999171 + Penalty 2533.317524 = -296626.681646
  nChanged 13
		SP:Iteration 44Q (29552.500000 sec): 3 clusters
  Score: Raw -299167.387338 + Penalty 2533.317524 = -296634.069813
  nChanged 9
		SP:Iteration 45Q (29552.600000 sec): 3 clusters
  Score: Raw -299172.989682 + Penalty 2533.317524 = -296639.672157
  nChanged 10
		SP:Iteration 46Q (29552.730000 sec): 3 clusters
  Score: Raw -299179.153119 + Penalty 2533.317524 = -296645.835595
  nChanged 9
		SP:Iteration 47Q (29552.830000 sec): 3 clusters
  Score: Raw -299184.832304 + Penalty 2533.317524 = -296651.514780
  nChanged 12
		SP:Iteration 48Q (29552.920000 sec): 3 clusters
  Score: Raw -299192.023693 + Penalty 2533.317524 = -296658.706168
  nChanged 10
		SP:Iteration 49Q (29553.040000 sec): 3 clusters
  Score: Raw -299199.577016 + Penalty 2533.317524 = -296666.259492
  nChanged 8
		SP:Iteration 50Q (29553.180000 sec): 3 clusters
  Score: Raw -299204.425599 + Penalty 2533.317524 = -296671.108074
  nChanged 8
		SP:Iteration 51Q (29553.290000 sec): 3 clusters
  Score: Raw -299210.517673 + Penalty 2533.317524 = -296677.200148
  nChanged 7
		SP:Iteration 52Q (29553.420000 sec): 3 clusters
  Score: Raw -299214.668213 + Penalty 2533.317524 = -296681.350689
  nChanged 7
		SP:Iteration 53Q (29553.570000 sec): 3 clusters
  Score: Raw -299219.922187 + Penalty 2533.317524 = -296686.604662
  nChanged 8
		SP:Iteration 54Q (29553.680000 sec): 3 clusters
  Score: Raw -299224.042767 + Penalty 2533.317524 = -296690.725243
  nChanged 5
		SP:Iteration 55Q (29553.830000 sec): 3 clusters
  Score: Raw -299227.173153 + Penalty 2533.317524 = -296693.855629
  nChanged 3
		SP:Iteration 56Q (29553.990000 sec): 3 clusters
  Score: Raw -299229.239214 + Penalty 2533.317524 = -296695.921689
  nChanged 3
		SP:Iteration 57Q (29554.110000 sec): 3 clusters
  Score: Raw -299232.380904 + Penalty 2533.317524 = -296699.063379
  nChanged 4
		SP:Iteration 58Q (29554.300000 sec): 3 clusters
  Score: Raw -299235.144103 + Penalty 2533.317524 = -296701.826578
  nChanged 2
		SP:Iteration 59Q (29554.430000 sec): 3 clusters
  Score: Raw -299236.378864 + Penalty 2533.317524 = -296703.061340
  nChanged 2
		SP:Iteration 60F (29554.560000 sec): 3 clusters
  Score: Raw -299237.049188 + Penalty 2533.317524 = -296703.731664
  nChanged 2
		SP:Iteration 61Q (29554.680000 sec): 3 clusters
  Score: Raw -299237.965917 + Penalty 2533.317524 = -296704.648392
  nChanged 2
		SP:Iteration 62Q (29554.820000 sec): 3 clusters
  Score: Raw -299239.592250 + Penalty 2533.317524 = -296706.274726
  nChanged 3
		SP:Iteration 63Q (29554.960000 sec): 3 clusters
  Score: Raw -299241.830493 + Penalty 2533.317524 = -296708.512968
  nChanged 1
		SP:Iteration 64Q (29555.050000 sec): 3 clusters
  Score: Raw -299242.239114 + Penalty 2533.317524 = -296708.921589
  nChanged 1
		SP:Iteration 65Q (29555.140000 sec): 3 clusters
  Score: Raw -299242.453942 + Penalty 2533.317524 = -296709.136418
  nChanged 0
		SP:Iteration 66F (29555.230000 sec): 3 clusters
  Score: Raw -299242.453942 + Penalty 2533.317524 = -296709.136418
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 25 (487 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (29555.320000 sec): 2 clusters
  Score: Raw -54390.799135 + Penalty 1005.592920 = -53385.206215
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (29555.410000 sec): 3 clusters
  Score: Raw -54398.598401 + Penalty 2011.185840 = -52387.412561
  nChanged 104
		SP:Iteration 1F (29555.500000 sec): 3 clusters
  Score: Raw -54619.195940 + Penalty 2011.185840 = -52608.010100
  nChanged 37
		SP:Iteration 2F (29555.600000 sec): 3 clusters
  Score: Raw -54720.216688 + Penalty 2011.185840 = -52709.030848
  nChanged 26
		SP:Iteration 3F (29555.720000 sec): 3 clusters
  Score: Raw -54826.682786 + Penalty 2011.185840 = -52815.496946
  nChanged 18
		SP:Iteration 4Q (29555.900000 sec): 3 clusters
  Score: Raw -54864.035408 + Penalty 2011.185840 = -52852.849568
  nChanged 21
		SP:Iteration 5Q (29556.080000 sec): 3 clusters
  Score: Raw -54948.441328 + Penalty 2011.185840 = -52937.255488
  nChanged 22
		SP:Iteration 6Q (29556.270000 sec): 3 clusters
  Score: Raw -55048.478390 + Penalty 2011.185840 = -53037.292550
  nChanged 25
		SP:Iteration 7F (29556.370000 sec): 3 clusters
  Score: Raw -55111.533103 + Penalty 2011.185840 = -53100.347263
  nChanged 23
		SP:Iteration 8Q (29556.460000 sec): 3 clusters
  Score: Raw -55159.898369 + Penalty 2011.185840 = -53148.712529
  nChanged 17
		SP:Iteration 9Q (29556.550000 sec): 3 clusters
  Score: Raw -55198.795870 + Penalty 2011.185840 = -53187.610030
  nChanged 10
		SP:Iteration 10Q (29556.640000 sec): 3 clusters
  Score: Raw -55214.631848 + Penalty 2011.185840 = -53203.446008
  nChanged 3
		SP:Iteration 11Q (29556.820000 sec): 3 clusters
  Score: Raw -55227.313544 + Penalty 2011.185840 = -53216.127704
  nChanged 2
		SP:Iteration 12Q (29557.000000 sec): 3 clusters
  Score: Raw -55228.948709 + Penalty 2011.185840 = -53217.762869
  nChanged 0
		SP:Iteration 13F (29557.090000 sec): 3 clusters
  Score: Raw -55228.948709 + Penalty 2011.185840 = -53217.762869
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 26 (509 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (29557.180000 sec): 2 clusters
  Score: Raw -62212.738434 + Penalty 1012.772803 = -61199.965632
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (29557.270000 sec): 3 clusters
  Score: Raw -62130.817652 + Penalty 2025.545605 = -60105.272047
  nChanged 111
		SP:Iteration 1F (29557.360000 sec): 3 clusters
  Score: Raw -62270.374527 + Penalty 2025.545605 = -60244.828921
  nChanged 23
		SP:Iteration 2Q (29557.460000 sec): 3 clusters
  Score: Raw -62306.806181 + Penalty 2025.545605 = -60281.260576
  nChanged 13
		SP:Iteration 3Q (29557.550000 sec): 3 clusters
  Score: Raw -62327.884107 + Penalty 2025.545605 = -60302.338501
  nChanged 5
		SP:Iteration 4Q (29557.680000 sec): 3 clusters
  Score: Raw -62334.685164 + Penalty 2025.545605 = -60309.139559
  nChanged 2
		SP:Iteration 5Q (29557.780000 sec): 3 clusters
  Score: Raw -62338.054597 + Penalty 2025.545605 = -60312.508991
  nChanged 1
		SP:Iteration 6Q (29557.910000 sec): 3 clusters
  Score: Raw -62338.429899 + Penalty 2025.545605 = -60312.884294
  nChanged 0
		SP:Iteration 7F (29558.000000 sec): 3 clusters
  Score: Raw -62338.429899 + Penalty 2025.545605 = -60312.884294
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 27 (4118 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (29558.120000 sec): 2 clusters
  Score: Raw -497488.397021 + Penalty 1352.507469 = -496135.889552
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (29558.300000 sec): 3 clusters
  Score: Raw -495450.864308 + Penalty 2705.014938 = -492745.849369
  nChanged 1596
		SP:Iteration 1F (29558.480000 sec): 3 clusters
  Score: Raw -496295.836707 + Penalty 2705.014938 = -493590.821769
  nChanged 299
		SP:Iteration 2F (29558.630000 sec): 3 clusters
  Score: Raw -496464.373014 + Penalty 2705.014938 = -493759.358075
  nChanged 209
		SP:Iteration 3F (29558.760000 sec): 3 clusters
  Score: Raw -496570.531396 + Penalty 2705.014938 = -493865.516457
  nChanged 154
		SP:Iteration 4Q (29558.900000 sec): 3 clusters
  Score: Raw -496640.489688 + Penalty 2705.014938 = -493935.474749
  nChanged 133
		SP:Iteration 5Q (29559.040000 sec): 3 clusters
  Score: Raw -496706.614559 + Penalty 2705.014938 = -494001.599621
  nChanged 129
		SP:Iteration 6Q (29559.170000 sec): 3 clusters
  Score: Raw -496765.165939 + Penalty 2705.014938 = -494060.151001
  nChanged 115
		SP:Iteration 7Q (29559.310000 sec): 3 clusters
  Score: Raw -496819.995863 + Penalty 2705.014938 = -494114.980925
  nChanged 99
		SP:Iteration 8Q (29559.460000 sec): 3 clusters
  Score: Raw -496871.971243 + Penalty 2705.014938 = -494166.956304
  nChanged 111
		SP:Iteration 9Q (29559.600000 sec): 3 clusters
  Score: Raw -496927.710623 + Penalty 2705.014938 = -494222.695685
  nChanged 94
		SP:Iteration 10Q (29559.740000 sec): 3 clusters
  Score: Raw -496984.040001 + Penalty 2705.014938 = -494279.025063
  nChanged 114
		SP:Iteration 11Q (29559.880000 sec): 3 clusters
  Score: Raw -497050.067336 + Penalty 2705.014938 = -494345.052397
  nChanged 114
		SP:Iteration 12Q (29560.020000 sec): 3 clusters
  Score: Raw -497121.611376 + Penalty 2705.014938 = -494416.596437
  nChanged 109
		SP:Iteration 13Q (29560.110000 sec): 3 clusters
  Score: Raw -497181.685405 + Penalty 2705.014938 = -494476.670466
  nChanged 98
		SP:Iteration 14Q (29560.260000 sec): 3 clusters
  Score: Raw -497232.341139 + Penalty 2705.014938 = -494527.326200
  nChanged 89
		SP:Iteration 15Q (29560.430000 sec): 3 clusters
  Score: Raw -497288.486062 + Penalty 2705.014938 = -494583.471124
  nChanged 76
		SP:Iteration 16Q (29560.600000 sec): 3 clusters
  Score: Raw -497341.288593 + Penalty 2705.014938 = -494636.273655
  nChanged 63
		SP:Iteration 17Q (29560.770000 sec): 3 clusters
  Score: Raw -497385.038030 + Penalty 2705.014938 = -494680.023092
  nChanged 68
		SP:Iteration 18Q (29560.940000 sec): 3 clusters
  Score: Raw -497434.452862 + Penalty 2705.014938 = -494729.437924
  nChanged 57
		SP:Iteration 19Q (29561.150000 sec): 3 clusters
  Score: Raw -497482.452117 + Penalty 2705.014938 = -494777.437178
  nChanged 44
		SP:Iteration 20F (29561.300000 sec): 3 clusters
  Score: Raw -497517.372144 + Penalty 2705.014938 = -494812.357206
  nChanged 45
		SP:Iteration 21Q (29561.440000 sec): 3 clusters
  Score: Raw -497547.630375 + Penalty 2705.014938 = -494842.615437
  nChanged 25
		SP:Iteration 22Q (29561.580000 sec): 3 clusters
  Score: Raw -497567.803923 + Penalty 2705.014938 = -494862.788984
  nChanged 29
		SP:Iteration 23Q (29561.710000 sec): 3 clusters
  Score: Raw -497589.531625 + Penalty 2705.014938 = -494884.516687
  nChanged 21
		SP:Iteration 24Q (29561.840000 sec): 3 clusters
  Score: Raw -497610.561727 + Penalty 2705.014938 = -494905.546789
  nChanged 19
		SP:Iteration 25Q (29562.040000 sec): 3 clusters
  Score: Raw -497626.570934 + Penalty 2705.014938 = -494921.555995
  nChanged 15
		SP:Iteration 26Q (29562.170000 sec): 3 clusters
  Score: Raw -497637.652905 + Penalty 2705.014938 = -494932.637966
  nChanged 12
		SP:Iteration 27Q (29562.310000 sec): 3 clusters
  Score: Raw -497647.712964 + Penalty 2705.014938 = -494942.698025
  nChanged 15
		SP:Iteration 28Q (29562.480000 sec): 3 clusters
  Score: Raw -497657.822130 + Penalty 2705.014938 = -494952.807191
  nChanged 12
		SP:Iteration 29Q (29562.640000 sec): 3 clusters
  Score: Raw -497665.026351 + Penalty 2705.014938 = -494960.011413
  nChanged 8
		SP:Iteration 30Q (29562.790000 sec): 3 clusters
  Score: Raw -497672.307099 + Penalty 2705.014938 = -494967.292161
  nChanged 10
		SP:Iteration 31Q (29562.970000 sec): 3 clusters
  Score: Raw -497680.436603 + Penalty 2705.014938 = -494975.421665
  nChanged 3
		SP:Iteration 32Q (29563.100000 sec): 3 clusters
  Score: Raw -497682.490896 + Penalty 2705.014938 = -494977.475958
  nChanged 2
		SP:Iteration 33Q (29563.280000 sec): 3 clusters
  Score: Raw -497685.211125 + Penalty 2705.014938 = -494980.196186
  nChanged 4
		SP:Iteration 34Q (29563.480000 sec): 3 clusters
  Score: Raw -497687.285176 + Penalty 2705.014938 = -494982.270237
  nChanged 1
		SP:Iteration 35Q (29563.630000 sec): 3 clusters
  Score: Raw -497687.736024 + Penalty 2705.014938 = -494982.721085
  nChanged 1
		SP:Iteration 36Q (29563.810000 sec): 3 clusters
  Score: Raw -497688.817954 + Penalty 2705.014938 = -494983.803016
  nChanged 2
		SP:Iteration 37Q (29564.000000 sec): 3 clusters
  Score: Raw -497690.954823 + Penalty 2705.014938 = -494985.939884
  nChanged 5
		SP:Iteration 38Q (29564.170000 sec): 3 clusters
  Score: Raw -497695.281368 + Penalty 2705.014938 = -494990.266430
  nChanged 8
		SP:Iteration 39Q (29564.360000 sec): 3 clusters
  Score: Raw -497704.637739 + Penalty 2705.014938 = -494999.622801
  nChanged 10
		SP:Iteration 40F (29564.510000 sec): 3 clusters
  Score: Raw -497714.890513 + Penalty 2705.014938 = -495009.875574
  nChanged 5
		SP:Iteration 41Q (29564.720000 sec): 3 clusters
  Score: Raw -497722.162268 + Penalty 2705.014938 = -495017.147329
  nChanged 5
		SP:Iteration 42Q (29564.900000 sec): 3 clusters
  Score: Raw -497725.156657 + Penalty 2705.014938 = -495020.141718
  nChanged 4
		SP:Iteration 43Q (29565.090000 sec): 3 clusters
  Score: Raw -497729.087410 + Penalty 2705.014938 = -495024.072471
  nChanged 3
		SP:Iteration 44Q (29565.260000 sec): 3 clusters
  Score: Raw -497730.757676 + Penalty 2705.014938 = -495025.742738
  nChanged 4
		SP:Iteration 45Q (29565.410000 sec): 3 clusters
  Score: Raw -497732.917259 + Penalty 2705.014938 = -495027.902321
  nChanged 3
		SP:Iteration 46Q (29565.540000 sec): 3 clusters
  Score: Raw -497735.538708 + Penalty 2705.014938 = -495030.523769
  nChanged 3
		SP:Iteration 47Q (29565.680000 sec): 3 clusters
  Score: Raw -497740.048970 + Penalty 2705.014938 = -495035.034032
  nChanged 6
		SP:Iteration 48Q (29565.830000 sec): 3 clusters
  Score: Raw -497746.784583 + Penalty 2705.014938 = -495041.769645
  nChanged 3
		SP:Iteration 49Q (29565.990000 sec): 3 clusters
  Score: Raw -497750.064241 + Penalty 2705.014938 = -495045.049303
  nChanged 4
		SP:Iteration 50Q (29566.160000 sec): 3 clusters
  Score: Raw -497753.009125 + Penalty 2705.014938 = -495047.994187
  nChanged 1
		SP:Iteration 51Q (29566.340000 sec): 3 clusters
  Score: Raw -497753.312598 + Penalty 2705.014938 = -495048.297659
  nChanged 0
		SP:Iteration 52F (29566.460000 sec): 3 clusters
  Score: Raw -497753.312598 + Penalty 2705.014938 = -495048.297659
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 28 (4890 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (29566.590000 sec): 2 clusters
  Score: Raw -569866.468217 + Penalty 1380.428982 = -568486.039234
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (29566.710000 sec): 3 clusters
  Score: Raw -567306.136963 + Penalty 2760.857964 = -564545.278998
  nChanged 2012
		SP:Iteration 1F (29566.880000 sec): 3 clusters
  Score: Raw -568531.378895 + Penalty 2760.857964 = -565770.520931
  nChanged 403
		SP:Iteration 2F (29567.080000 sec): 3 clusters
  Score: Raw -568857.172277 + Penalty 2760.857964 = -566096.314312
  nChanged 341
		SP:Iteration 3F (29567.180000 sec): 3 clusters
  Score: Raw -569096.037751 + Penalty 2760.857964 = -566335.179787
  nChanged 259
		SP:Iteration 4F (29567.390000 sec): 3 clusters
  Score: Raw -569294.888927 + Penalty 2760.857964 = -566534.030963
  nChanged 275
		SP:Iteration 5F (29567.520000 sec): 3 clusters
  Score: Raw -569563.247177 + Penalty 2760.857964 = -566802.389213
  nChanged 288
		SP:Iteration 6F (29567.680000 sec): 3 clusters
  Score: Raw -569868.904130 + Penalty 2760.857964 = -567108.046166
  nChanged 265
		SP:Iteration 7F (29567.840000 sec): 3 clusters
  Score: Raw -570120.461598 + Penalty 2760.857964 = -567359.603633
  nChanged 220
		SP:Iteration 8Q (29568.020000 sec): 3 clusters
  Score: Raw -570316.469132 + Penalty 2760.857964 = -567555.611167
  nChanged 187
		SP:Iteration 9Q (29568.190000 sec): 3 clusters
  Score: Raw -570452.532416 + Penalty 2760.857964 = -567691.674452
  nChanged 138
		SP:Iteration 10Q (29568.360000 sec): 3 clusters
  Score: Raw -570537.212661 + Penalty 2760.857964 = -567776.354697
  nChanged 91
		SP:Iteration 11Q (29568.550000 sec): 3 clusters
  Score: Raw -570590.317253 + Penalty 2760.857964 = -567829.459288
  nChanged 69
		SP:Iteration 12Q (29568.700000 sec): 3 clusters
  Score: Raw -570621.909857 + Penalty 2760.857964 = -567861.051893
  nChanged 39
		SP:Iteration 13Q (29568.900000 sec): 3 clusters
  Score: Raw -570639.343741 + Penalty 2760.857964 = -567878.485777
  nChanged 30
		SP:Iteration 14Q (29569.060000 sec): 3 clusters
  Score: Raw -570652.793575 + Penalty 2760.857964 = -567891.935611
  nChanged 28
		SP:Iteration 15Q (29569.190000 sec): 3 clusters
  Score: Raw -570661.959028 + Penalty 2760.857964 = -567901.101063
  nChanged 22
		SP:Iteration 16Q (29569.350000 sec): 3 clusters
  Score: Raw -570670.720508 + Penalty 2760.857964 = -567909.862544
  nChanged 25
		SP:Iteration 17Q (29569.510000 sec): 3 clusters
  Score: Raw -570677.834566 + Penalty 2760.857964 = -567916.976602
  nChanged 14
		SP:Iteration 18Q (29569.710000 sec): 3 clusters
  Score: Raw -570681.729133 + Penalty 2760.857964 = -567920.871168
  nChanged 12
		SP:Iteration 19Q (29569.870000 sec): 3 clusters
  Score: Raw -570684.447461 + Penalty 2760.857964 = -567923.589497
  nChanged 11
		SP:Iteration 20F (29570.030000 sec): 3 clusters
  Score: Raw -570687.326507 + Penalty 2760.857964 = -567926.468543
  nChanged 11
		SP:Iteration 21Q (29570.200000 sec): 3 clusters
  Score: Raw -570690.386688 + Penalty 2760.857964 = -567929.528723
  nChanged 8
		SP:Iteration 22Q (29570.400000 sec): 3 clusters
  Score: Raw -570692.738395 + Penalty 2760.857964 = -567931.880431
  nChanged 10
		SP:Iteration 23Q (29570.570000 sec): 3 clusters
  Score: Raw -570695.142745 + Penalty 2760.857964 = -567934.284781
  nChanged 9
		SP:Iteration 24Q (29570.730000 sec): 3 clusters
  Score: Raw -570697.309428 + Penalty 2760.857964 = -567936.451464
  nChanged 8
		SP:Iteration 25Q (29570.910000 sec): 3 clusters
  Score: Raw -570699.428607 + Penalty 2760.857964 = -567938.570642
  nChanged 4
		SP:Iteration 26Q (29571.060000 sec): 3 clusters
  Score: Raw -570700.820774 + Penalty 2760.857964 = -567939.962810
  nChanged 5
		SP:Iteration 27Q (29571.250000 sec): 3 clusters
  Score: Raw -570702.071807 + Penalty 2760.857964 = -567941.213843
  nChanged 4
		SP:Iteration 28Q (29571.390000 sec): 3 clusters
  Score: Raw -570702.915217 + Penalty 2760.857964 = -567942.057252
  nChanged 3
		SP:Iteration 29Q (29571.570000 sec): 3 clusters
  Score: Raw -570703.294868 + Penalty 2760.857964 = -567942.436903
  nChanged 1
		SP:Iteration 30Q (29571.740000 sec): 3 clusters
  Score: Raw -570703.371710 + Penalty 2760.857964 = -567942.513746
  nChanged 0
		SP:Iteration 31F (29571.930000 sec): 3 clusters
  Score: Raw -570703.371710 + Penalty 2760.857964 = -567942.513746
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 29 (7962 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (29572.020000 sec): 2 clusters
  Score: Raw -906601.803725 + Penalty 1459.645769 = -905142.157955
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (29572.210000 sec): 3 clusters
  Score: Raw -902192.339885 + Penalty 2919.291539 = -899273.048346
  nChanged 3375
		SP:Iteration 1F (29572.400000 sec): 3 clusters
  Score: Raw -904205.518174 + Penalty 2919.291539 = -901286.226636
  nChanged 631
		SP:Iteration 2F (29572.650000 sec): 3 clusters
  Score: Raw -904596.531287 + Penalty 2919.291539 = -901677.239748
  nChanged 492
		SP:Iteration 3F (29572.800000 sec): 3 clusters
  Score: Raw -904868.042599 + Penalty 2919.291539 = -901948.751060
  nChanged 438
		SP:Iteration 4F (29572.990000 sec): 3 clusters
  Score: Raw -905099.132954 + Penalty 2919.291539 = -902179.841415
  nChanged 399
		SP:Iteration 5F (29573.170000 sec): 3 clusters
  Score: Raw -905298.127332 + Penalty 2919.291539 = -902378.835793
  nChanged 339
		SP:Iteration 6Q (29573.360000 sec): 3 clusters
  Score: Raw -905474.388239 + Penalty 2919.291539 = -902555.096700
  nChanged 313
		SP:Iteration 7Q (29573.570000 sec): 3 clusters
  Score: Raw -905625.009251 + Penalty 2919.291539 = -902705.717712
  nChanged 256
		SP:Iteration 8Q (29573.750000 sec): 3 clusters
  Score: Raw -905751.059336 + Penalty 2919.291539 = -902831.767797
  nChanged 260
		SP:Iteration 9Q (29573.900000 sec): 3 clusters
  Score: Raw -905887.991915 + Penalty 2919.291539 = -902968.700376
  nChanged 259
		SP:Iteration 10Q (29574.070000 sec): 3 clusters
  Score: Raw -906032.881056 + Penalty 2919.291539 = -903113.589517
  nChanged 251
		SP:Iteration 11Q (29574.240000 sec): 3 clusters
  Score: Raw -906197.064601 + Penalty 2919.291539 = -903277.773062
  nChanged 276
		SP:Iteration 12Q (29574.420000 sec): 3 clusters
  Score: Raw -906393.277465 + Penalty 2919.291539 = -903473.985926
  nChanged 279
		SP:Iteration 13Q (29574.630000 sec): 3 clusters
  Score: Raw -906574.879109 + Penalty 2919.291539 = -903655.587571
  nChanged 224
		SP:Iteration 14Q (29574.790000 sec): 3 clusters
  Score: Raw -906711.310421 + Penalty 2919.291539 = -903792.018883
  nChanged 196
		SP:Iteration 15Q (29575.050000 sec): 3 clusters
  Score: Raw -906813.443099 + Penalty 2919.291539 = -903894.151561
  nChanged 144
		SP:Iteration 16Q (29575.250000 sec): 3 clusters
  Score: Raw -906882.868962 + Penalty 2919.291539 = -903963.577424
  nChanged 136
		SP:Iteration 17Q (29575.430000 sec): 3 clusters
  Score: Raw -906940.286718 + Penalty 2919.291539 = -904020.995179
  nChanged 100
		SP:Iteration 18Q (29575.600000 sec): 3 clusters
  Score: Raw -906979.504886 + Penalty 2919.291539 = -904060.213347
  nChanged 89
		SP:Iteration 19Q (29575.810000 sec): 3 clusters
  Score: Raw -907012.735259 + Penalty 2919.291539 = -904093.443721
  nChanged 66
		SP:Iteration 20F (29576.020000 sec): 3 clusters
  Score: Raw -907034.153143 + Penalty 2919.291539 = -904114.861605
  nChanged 58
		SP:Iteration 21Q (29576.180000 sec): 3 clusters
  Score: Raw -907051.790611 + Penalty 2919.291539 = -904132.499072
  nChanged 39
		SP:Iteration 22Q (29576.370000 sec): 3 clusters
  Score: Raw -907062.818349 + Penalty 2919.291539 = -904143.526811
  nChanged 33
		SP:Iteration 23Q (29576.590000 sec): 3 clusters
  Score: Raw -907073.553169 + Penalty 2919.291539 = -904154.261630
  nChanged 35
		SP:Iteration 24Q (29576.810000 sec): 3 clusters
  Score: Raw -907084.888532 + Penalty 2919.291539 = -904165.596993
  nChanged 41
		SP:Iteration 25Q (29577.010000 sec): 3 clusters
  Score: Raw -907094.193726 + Penalty 2919.291539 = -904174.902187
  nChanged 31
		SP:Iteration 26Q (29577.200000 sec): 3 clusters
  Score: Raw -907101.440047 + Penalty 2919.291539 = -904182.148508
  nChanged 27
		SP:Iteration 27Q (29577.370000 sec): 3 clusters
  Score: Raw -907108.066801 + Penalty 2919.291539 = -904188.775262
  nChanged 28
		SP:Iteration 28Q (29577.570000 sec): 3 clusters
  Score: Raw -907114.604749 + Penalty 2919.291539 = -904195.313211
  nChanged 25
		SP:Iteration 29Q (29577.800000 sec): 3 clusters
  Score: Raw -907119.807813 + Penalty 2919.291539 = -904200.516274
  nChanged 14
		SP:Iteration 30Q (29577.940000 sec): 3 clusters
  Score: Raw -907121.712947 + Penalty 2919.291539 = -904202.421408
  nChanged 10
		SP:Iteration 31Q (29578.160000 sec): 3 clusters
  Score: Raw -907124.145390 + Penalty 2919.291539 = -904204.853851
  nChanged 4
		SP:Iteration 32Q (29578.340000 sec): 3 clusters
  Score: Raw -907124.625313 + Penalty 2919.291539 = -904205.333774
  nChanged 5
		SP:Iteration 33Q (29578.510000 sec): 3 clusters
  Score: Raw -907125.170397 + Penalty 2919.291539 = -904205.878859
  nChanged 5
		SP:Iteration 34Q (29578.690000 sec): 3 clusters
  Score: Raw -907125.677773 + Penalty 2919.291539 = -904206.386234
  nChanged 3
		SP:Iteration 35Q (29578.890000 sec): 3 clusters
  Score: Raw -907125.937809 + Penalty 2919.291539 = -904206.646270
  nChanged 1
		SP:Iteration 36Q (29579.060000 sec): 3 clusters
  Score: Raw -907126.226496 + Penalty 2919.291539 = -904206.934957
  nChanged 0
		SP:Iteration 37F (29579.240000 sec): 3 clusters
  Score: Raw -907126.226496 + Penalty 2919.291539 = -904206.934957
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 30 (13244 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (29579.420000 sec): 2 clusters
  Score: Raw -1656408.243403 + Penalty 1542.336234 = -1654865.907169
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (29579.630000 sec): 3 clusters
  Score: Raw -1648686.545534 + Penalty 3084.672467 = -1645601.873067
  nChanged 5823
		SP:Iteration 1F (29579.870000 sec): 3 clusters
  Score: Raw -1651806.615397 + Penalty 3084.672467 = -1648721.942929
  nChanged 744
		SP:Iteration 2F (29580.120000 sec): 3 clusters
  Score: Raw -1652120.844653 + Penalty 3084.672467 = -1649036.172186
  nChanged 645
		SP:Iteration 3Q (29580.390000 sec): 3 clusters
  Score: Raw -1652385.369004 + Penalty 3084.672467 = -1649300.696537
  nChanged 574
		SP:Iteration 4Q (29580.660000 sec): 3 clusters
  Score: Raw -1652630.109950 + Penalty 3084.672467 = -1649545.437483
  nChanged 540
		SP:Iteration 5Q (29580.870000 sec): 3 clusters
  Score: Raw -1652891.747747 + Penalty 3084.672467 = -1649807.075280
  nChanged 594
		SP:Iteration 6Q (29581.130000 sec): 3 clusters
  Score: Raw -1653180.773594 + Penalty 3084.672467 = -1650096.101126
  nChanged 596
		SP:Iteration 7Q (29581.400000 sec): 3 clusters
  Score: Raw -1653460.992326 + Penalty 3084.672467 = -1650376.319859
  nChanged 628
		SP:Iteration 8Q (29581.570000 sec): 3 clusters
  Score: Raw -1653760.939004 + Penalty 3084.672467 = -1650676.266537
  nChanged 671
		SP:Iteration 9F (29581.790000 sec): 3 clusters
  Score: Raw -1654118.292281 + Penalty 3084.672467 = -1651033.619814
  nChanged 752
		SP:Iteration 10F (29582.020000 sec): 3 clusters
  Score: Raw -1654602.612860 + Penalty 3084.672467 = -1651517.940393
  nChanged 789
		SP:Iteration 11F (29582.270000 sec): 3 clusters
  Score: Raw -1655157.882308 + Penalty 3084.672467 = -1652073.209841
  nChanged 738
		SP:Iteration 12F (29582.520000 sec): 3 clusters
  Score: Raw -1655694.744449 + Penalty 3084.672467 = -1652610.071982
  nChanged 576
		SP:Iteration 13Q (29582.770000 sec): 3 clusters
  Score: Raw -1656083.330558 + Penalty 3084.672467 = -1652998.658091
  nChanged 414
		SP:Iteration 14Q (29582.960000 sec): 3 clusters
  Score: Raw -1656312.383441 + Penalty 3084.672467 = -1653227.710974
  nChanged 272
		SP:Iteration 15Q (29583.210000 sec): 3 clusters
  Score: Raw -1656446.676526 + Penalty 3084.672467 = -1653362.004058
  nChanged 202
		SP:Iteration 16Q (29583.430000 sec): 3 clusters
  Score: Raw -1656549.326144 + Penalty 3084.672467 = -1653464.653677
  nChanged 166
		SP:Iteration 17Q (29583.640000 sec): 3 clusters
  Score: Raw -1656657.705791 + Penalty 3084.672467 = -1653573.033324
  nChanged 141
		SP:Iteration 18Q (29583.890000 sec): 3 clusters
  Score: Raw -1656753.919912 + Penalty 3084.672467 = -1653669.247445
  nChanged 124
		SP:Iteration 19Q (29584.130000 sec): 3 clusters
  Score: Raw -1656846.929067 + Penalty 3084.672467 = -1653762.256600
  nChanged 95
		SP:Iteration 20F (29584.350000 sec): 3 clusters
  Score: Raw -1656919.947437 + Penalty 3084.672467 = -1653835.274970
  nChanged 90
		SP:Iteration 21Q (29584.560000 sec): 3 clusters
  Score: Raw -1656991.752678 + Penalty 3084.672467 = -1653907.080211
  nChanged 76
		SP:Iteration 22Q (29584.830000 sec): 3 clusters
  Score: Raw -1657048.171735 + Penalty 3084.672467 = -1653963.499268
  nChanged 62
		SP:Iteration 23Q (29585.070000 sec): 3 clusters
  Score: Raw -1657074.218648 + Penalty 3084.672467 = -1653989.546181
  nChanged 44
		SP:Iteration 24Q (29585.270000 sec): 3 clusters
  Score: Raw -1657093.353329 + Penalty 3084.672467 = -1654008.680862
  nChanged 35
		SP:Iteration 25Q (29585.530000 sec): 3 clusters
  Score: Raw -1657105.140006 + Penalty 3084.672467 = -1654020.467539
  nChanged 21
		SP:Iteration 26Q (29585.750000 sec): 3 clusters
  Score: Raw -1657117.478766 + Penalty 3084.672467 = -1654032.806299
  nChanged 21
		SP:Iteration 27Q (29585.950000 sec): 3 clusters
  Score: Raw -1657127.638463 + Penalty 3084.672467 = -1654042.965996
  nChanged 17
		SP:Iteration 28Q (29586.170000 sec): 3 clusters
  Score: Raw -1657136.269436 + Penalty 3084.672467 = -1654051.596969
  nChanged 15
		SP:Iteration 29Q (29586.410000 sec): 3 clusters
  Score: Raw -1657143.192663 + Penalty 3084.672467 = -1654058.520196
  nChanged 21
		SP:Iteration 30Q (29586.650000 sec): 3 clusters
  Score: Raw -1657150.451500 + Penalty 3084.672467 = -1654065.779033
  nChanged 9
		SP:Iteration 31Q (29586.880000 sec): 3 clusters
  Score: Raw -1657152.958801 + Penalty 3084.672467 = -1654068.286334
  nChanged 5
		SP:Iteration 32Q (29587.100000 sec): 3 clusters
  Score: Raw -1657154.384217 + Penalty 3084.672467 = -1654069.711750
  nChanged 3
		SP:Iteration 33Q (29587.280000 sec): 3 clusters
  Score: Raw -1657155.820631 + Penalty 3084.672467 = -1654071.148164
  nChanged 2
		SP:Iteration 34Q (29587.570000 sec): 3 clusters
  Score: Raw -1657156.398077 + Penalty 3084.672467 = -1654071.725610
  nChanged 3
		SP:Iteration 35Q (29587.760000 sec): 3 clusters
  Score: Raw -1657157.086462 + Penalty 3084.672467 = -1654072.413995
  nChanged 3
		SP:Iteration 36Q (29588.040000 sec): 3 clusters
  Score: Raw -1657157.451235 + Penalty 3084.672467 = -1654072.778768
  nChanged 1
		SP:Iteration 37Q (29588.240000 sec): 3 clusters
  Score: Raw -1657157.531026 + Penalty 3084.672467 = -1654072.858559
  nChanged 0
		SP:Iteration 38F (29588.450000 sec): 3 clusters
  Score: Raw -1657157.531026 + Penalty 3084.672467 = -1654072.858559
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 31 (541 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (29588.540000 sec): 2 clusters
  Score: Raw -59239.302726 + Penalty 1022.680633 = -58216.622094
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (29588.650000 sec): 3 clusters
  Score: Raw -59151.647595 + Penalty 2045.361266 = -57106.286330
  nChanged 140
		SP:Iteration 1F (29588.750000 sec): 3 clusters
  Score: Raw -59374.473842 + Penalty 2045.361266 = -57329.112577
  nChanged 41
		SP:Iteration 2F (29588.900000 sec): 3 clusters
  Score: Raw -59471.840026 + Penalty 2045.361266 = -57426.478760
  nChanged 16
		SP:Iteration 3Q (29589.000000 sec): 3 clusters
  Score: Raw -59516.937295 + Penalty 2045.361266 = -57471.576029
  nChanged 9
		SP:Iteration 4Q (29589.150000 sec): 3 clusters
  Score: Raw -59531.786037 + Penalty 2045.361266 = -57486.424771
  nChanged 7
		SP:Iteration 5Q (29589.290000 sec): 3 clusters
  Score: Raw -59548.533542 + Penalty 2045.361266 = -57503.172277
  nChanged 11
		SP:Iteration 6Q (29589.420000 sec): 3 clusters
  Score: Raw -59571.526066 + Penalty 2045.361266 = -57526.164801
  nChanged 9
		SP:Iteration 7Q (29589.570000 sec): 3 clusters
  Score: Raw -59587.043539 + Penalty 2045.361266 = -57541.682274
  nChanged 10
		SP:Iteration 8Q (29589.710000 sec): 3 clusters
  Score: Raw -59602.183173 + Penalty 2045.361266 = -57556.821907
  nChanged 8
		SP:Iteration 9Q (29589.810000 sec): 3 clusters
  Score: Raw -59616.258332 + Penalty 2045.361266 = -57570.897067
  nChanged 8
		SP:Iteration 10Q (29589.950000 sec): 3 clusters
  Score: Raw -59625.320150 + Penalty 2045.361266 = -57579.958884
  nChanged 6
		SP:Iteration 11Q (29590.050000 sec): 3 clusters
  Score: Raw -59634.507916 + Penalty 2045.361266 = -57589.146650
  nChanged 8
		SP:Iteration 12Q (29590.150000 sec): 3 clusters
  Score: Raw -59650.863369 + Penalty 2045.361266 = -57605.502103
  nChanged 10
		SP:Iteration 13Q (29590.290000 sec): 3 clusters
  Score: Raw -59691.716159 + Penalty 2045.361266 = -57646.354893
  nChanged 12
		SP:Iteration 14Q (29590.430000 sec): 3 clusters
  Score: Raw -59723.392724 + Penalty 2045.361266 = -57678.031458
  nChanged 16
		SP:Iteration 15Q (29590.530000 sec): 3 clusters
  Score: Raw -59802.958479 + Penalty 2045.361266 = -57757.597214
  nChanged 15
		SP:Iteration 16Q (29590.640000 sec): 3 clusters
  Score: Raw -59869.265570 + Penalty 2045.361266 = -57823.904304
  nChanged 9
		SP:Iteration 17Q (29590.790000 sec): 3 clusters
  Score: Raw -59880.980478 + Penalty 2045.361266 = -57835.619213
  nChanged 2
		SP:Iteration 18Q (29590.950000 sec): 3 clusters
  Score: Raw -59882.803929 + Penalty 2045.361266 = -57837.442664
  nChanged 2
		SP:Iteration 19Q (29591.090000 sec): 3 clusters
  Score: Raw -59885.544634 + Penalty 2045.361266 = -57840.183368
  nChanged 1
		SP:Iteration 20F (29591.300000 sec): 3 clusters
  Score: Raw -59887.486617 + Penalty 2045.361266 = -57842.125351
  nChanged 1
		SP:Iteration 21Q (29591.420000 sec): 3 clusters
  Score: Raw -59888.327988 + Penalty 2045.361266 = -57842.966722
  nChanged 1
		SP:Iteration 22Q (29591.580000 sec): 3 clusters
  Score: Raw -59890.031890 + Penalty 2045.361266 = -57844.670624
  nChanged 3
		SP:Iteration 23Q (29591.740000 sec): 3 clusters
  Score: Raw -59891.834577 + Penalty 2045.361266 = -57846.473312
  nChanged 0
		SP:Iteration 24F (29591.840000 sec): 3 clusters
  Score: Raw -59891.834577 + Penalty 2045.361266 = -57846.473312
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 32 (7963 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (29591.960000 sec): 2 clusters
  Score: Raw -966216.136443 + Penalty 1459.666177 = -964756.470265
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (29592.110000 sec): 3 clusters
  Score: Raw -961862.368125 + Penalty 2919.332355 = -958943.035770
  nChanged 3302
		SP:Iteration 1F (29592.290000 sec): 3 clusters
  Score: Raw -963579.979158 + Penalty 2919.332355 = -960660.646803
  nChanged 526
		SP:Iteration 2F (29592.470000 sec): 3 clusters
  Score: Raw -963864.261021 + Penalty 2919.332355 = -960944.928666
  nChanged 484
		SP:Iteration 3F (29592.660000 sec): 3 clusters
  Score: Raw -964141.790735 + Penalty 2919.332355 = -961222.458380
  nChanged 452
		SP:Iteration 4F (29592.850000 sec): 3 clusters
  Score: Raw -964432.321604 + Penalty 2919.332355 = -961512.989250
  nChanged 440
		SP:Iteration 5F (29593.020000 sec): 3 clusters
  Score: Raw -964723.507218 + Penalty 2919.332355 = -961804.174863
  nChanged 418
		SP:Iteration 6F (29593.170000 sec): 3 clusters
  Score: Raw -964989.612258 + Penalty 2919.332355 = -962070.279903
  nChanged 401
		SP:Iteration 7F (29593.350000 sec): 3 clusters
  Score: Raw -965246.641351 + Penalty 2919.332355 = -962327.308996
  nChanged 341
		SP:Iteration 8Q (29593.500000 sec): 3 clusters
  Score: Raw -965448.587366 + Penalty 2919.332355 = -962529.255011
  nChanged 299
		SP:Iteration 9Q (29593.690000 sec): 3 clusters
  Score: Raw -965618.206745 + Penalty 2919.332355 = -962698.874390
  nChanged 263
		SP:Iteration 10Q (29593.860000 sec): 3 clusters
  Score: Raw -965756.564557 + Penalty 2919.332355 = -962837.232202
  nChanged 236
		SP:Iteration 11Q (29594.030000 sec): 3 clusters
  Score: Raw -965858.597115 + Penalty 2919.332355 = -962939.264760
  nChanged 199
		SP:Iteration 12Q (29594.180000 sec): 3 clusters
  Score: Raw -965939.344462 + Penalty 2919.332355 = -963020.012107
  nChanged 160
		SP:Iteration 13Q (29594.400000 sec): 3 clusters
  Score: Raw -966003.317553 + Penalty 2919.332355 = -963083.985198
  nChanged 156
		SP:Iteration 14Q (29594.550000 sec): 3 clusters
  Score: Raw -966061.884911 + Penalty 2919.332355 = -963142.552556
  nChanged 152
		SP:Iteration 15Q (29594.740000 sec): 3 clusters
  Score: Raw -966121.920968 + Penalty 2919.332355 = -963202.588613
  nChanged 139
		SP:Iteration 16Q (29594.890000 sec): 3 clusters
  Score: Raw -966174.940082 + Penalty 2919.332355 = -963255.607728
  nChanged 133
		SP:Iteration 17Q (29595.130000 sec): 3 clusters
  Score: Raw -966218.935082 + Penalty 2919.332355 = -963299.602727
  nChanged 110
		SP:Iteration 18Q (29595.310000 sec): 3 clusters
  Score: Raw -966257.147837 + Penalty 2919.332355 = -963337.815482
  nChanged 113
		SP:Iteration 19Q (29595.550000 sec): 3 clusters
  Score: Raw -966289.476254 + Penalty 2919.332355 = -963370.143899
  nChanged 94
		SP:Iteration 20F (29595.760000 sec): 3 clusters
  Score: Raw -966314.955982 + Penalty 2919.332355 = -963395.623627
  nChanged 75
		SP:Iteration 21Q (29596.010000 sec): 3 clusters
  Score: Raw -966331.322122 + Penalty 2919.332355 = -963411.989767
  nChanged 55
		SP:Iteration 22Q (29596.180000 sec): 3 clusters
  Score: Raw -966342.592429 + Penalty 2919.332355 = -963423.260074
  nChanged 50
		SP:Iteration 23Q (29596.370000 sec): 3 clusters
  Score: Raw -966353.990452 + Penalty 2919.332355 = -963434.658097
  nChanged 55
		SP:Iteration 24Q (29596.520000 sec): 3 clusters
  Score: Raw -966366.034566 + Penalty 2919.332355 = -963446.702211
  nChanged 39
		SP:Iteration 25Q (29596.760000 sec): 3 clusters
  Score: Raw -966373.112121 + Penalty 2919.332355 = -963453.779766
  nChanged 30
		SP:Iteration 26Q (29596.990000 sec): 3 clusters
  Score: Raw -966377.938643 + Penalty 2919.332355 = -963458.606288
  nChanged 23
		SP:Iteration 27Q (29597.140000 sec): 3 clusters
  Score: Raw -966381.349977 + Penalty 2919.332355 = -963462.017622
  nChanged 23
		SP:Iteration 28Q (29597.330000 sec): 3 clusters
  Score: Raw -966385.093635 + Penalty 2919.332355 = -963465.761280
  nChanged 21
		SP:Iteration 29Q (29597.440000 sec): 3 clusters
  Score: Raw -966387.854404 + Penalty 2919.332355 = -963468.522049
  nChanged 19
		SP:Iteration 30Q (29597.630000 sec): 3 clusters
  Score: Raw -966390.750251 + Penalty 2919.332355 = -963471.417896
  nChanged 20
		SP:Iteration 31Q (29597.840000 sec): 3 clusters
  Score: Raw -966393.942516 + Penalty 2919.332355 = -963474.610161
  nChanged 19
		SP:Iteration 32Q (29598.060000 sec): 3 clusters
  Score: Raw -966398.356042 + Penalty 2919.332355 = -963479.023687
  nChanged 17
		SP:Iteration 33Q (29598.270000 sec): 3 clusters
  Score: Raw -966401.338595 + Penalty 2919.332355 = -963482.006241
  nChanged 14
		SP:Iteration 34Q (29598.440000 sec): 3 clusters
  Score: Raw -966403.071599 + Penalty 2919.332355 = -963483.739244
  nChanged 10
		SP:Iteration 35Q (29598.580000 sec): 3 clusters
  Score: Raw -966403.981320 + Penalty 2919.332355 = -963484.648965
  nChanged 10
		SP:Iteration 36Q (29598.730000 sec): 3 clusters
  Score: Raw -966405.293444 + Penalty 2919.332355 = -963485.961089
  nChanged 8
		SP:Iteration 37Q (29598.930000 sec): 3 clusters
  Score: Raw -966406.391378 + Penalty 2919.332355 = -963487.059023
  nChanged 11
		SP:Iteration 38Q (29599.130000 sec): 3 clusters
  Score: Raw -966407.442977 + Penalty 2919.332355 = -963488.110622
  nChanged 8
		SP:Iteration 39Q (29599.340000 sec): 3 clusters
  Score: Raw -966408.169747 + Penalty 2919.332355 = -963488.837392
  nChanged 6
		SP:Iteration 40F (29599.530000 sec): 3 clusters
  Score: Raw -966408.684662 + Penalty 2919.332355 = -963489.352307
  nChanged 4
		SP:Iteration 41Q (29599.730000 sec): 3 clusters
  Score: Raw -966409.006256 + Penalty 2919.332355 = -963489.673901
  nChanged 4
		SP:Iteration 42Q (29599.910000 sec): 3 clusters
  Score: Raw -966409.283051 + Penalty 2919.332355 = -963489.950696
  nChanged 2
		SP:Iteration 43Q (29600.130000 sec): 3 clusters
  Score: Raw -966409.711829 + Penalty 2919.332355 = -963490.379474
  nChanged 2
		SP:Iteration 44Q (29600.250000 sec): 3 clusters
  Score: Raw -966409.888497 + Penalty 2919.332355 = -963490.556142
  nChanged 3
		SP:Iteration 45Q (29600.390000 sec): 3 clusters
  Score: Raw -966410.306498 + Penalty 2919.332355 = -963490.974143
  nChanged 0
		SP:Iteration 46F (29600.570000 sec): 3 clusters
  Score: Raw -966410.306498 + Penalty 2919.332355 = -963490.974143
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 33 (1926 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (29600.650000 sec): 2 clusters
  Score: Raw -225988.221837 + Penalty 1229.020096 = -224759.201741
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (29600.740000 sec): 3 clusters
  Score: Raw -225163.319470 + Penalty 2458.040193 = -222705.279278
  nChanged 694
		SP:Iteration 1F (29600.880000 sec): 3 clusters
  Score: Raw -225587.441417 + Penalty 2458.040193 = -223129.401225
  nChanged 137
		SP:Iteration 2F (29601.050000 sec): 3 clusters
  Score: Raw -225678.586710 + Penalty 2458.040193 = -223220.546517
  nChanged 75
		SP:Iteration 3Q (29601.210000 sec): 3 clusters
  Score: Raw -225725.302938 + Penalty 2458.040193 = -223267.262746
  nChanged 56
		SP:Iteration 4Q (29601.340000 sec): 3 clusters
  Score: Raw -225768.138507 + Penalty 2458.040193 = -223310.098315
  nChanged 54
		SP:Iteration 5Q (29601.470000 sec): 3 clusters
  Score: Raw -225803.517950 + Penalty 2458.040193 = -223345.477758
  nChanged 49
		SP:Iteration 6Q (29601.610000 sec): 3 clusters
  Score: Raw -225835.928529 + Penalty 2458.040193 = -223377.888337
  nChanged 40
		SP:Iteration 7Q (29601.750000 sec): 3 clusters
  Score: Raw -225858.152681 + Penalty 2458.040193 = -223400.112489
  nChanged 37
		SP:Iteration 8Q (29601.920000 sec): 3 clusters
  Score: Raw -225888.153178 + Penalty 2458.040193 = -223430.112986
  nChanged 37
		SP:Iteration 9Q (29602.080000 sec): 3 clusters
  Score: Raw -225920.048833 + Penalty 2458.040193 = -223462.008641
  nChanged 46
		SP:Iteration 10Q (29602.230000 sec): 3 clusters
  Score: Raw -225952.871959 + Penalty 2458.040193 = -223494.831766
  nChanged 43
		SP:Iteration 11Q (29602.390000 sec): 3 clusters
  Score: Raw -225983.972628 + Penalty 2458.040193 = -223525.932435
  nChanged 38
		SP:Iteration 12Q (29602.550000 sec): 3 clusters
  Score: Raw -226016.032100 + Penalty 2458.040193 = -223557.991907
  nChanged 39
		SP:Iteration 13Q (29602.730000 sec): 3 clusters
  Score: Raw -226048.922301 + Penalty 2458.040193 = -223590.882109
  nChanged 44
		SP:Iteration 14Q (29602.890000 sec): 3 clusters
  Score: Raw -226084.531987 + Penalty 2458.040193 = -223626.491795
  nChanged 48
		SP:Iteration 15Q (29603.050000 sec): 3 clusters
  Score: Raw -226120.651780 + Penalty 2458.040193 = -223662.611587
  nChanged 51
		SP:Iteration 16Q (29603.230000 sec): 3 clusters
  Score: Raw -226171.086926 + Penalty 2458.040193 = -223713.046734
  nChanged 66
		SP:Iteration 17Q (29603.400000 sec): 3 clusters
  Score: Raw -226227.331658 + Penalty 2458.040193 = -223769.291465
  nChanged 45
		SP:Iteration 18Q (29603.580000 sec): 3 clusters
  Score: Raw -226263.974847 + Penalty 2458.040193 = -223805.934655
  nChanged 37
		SP:Iteration 19Q (29603.750000 sec): 3 clusters
  Score: Raw -226292.842471 + Penalty 2458.040193 = -223834.802278
  nChanged 27
		SP:Iteration 20F (29603.930000 sec): 3 clusters
  Score: Raw -226312.912649 + Penalty 2458.040193 = -223854.872456
  nChanged 30
		SP:Iteration 21Q (29604.050000 sec): 3 clusters
  Score: Raw -226332.631657 + Penalty 2458.040193 = -223874.591465
  nChanged 29
		SP:Iteration 22Q (29604.220000 sec): 3 clusters
  Score: Raw -226355.677089 + Penalty 2458.040193 = -223897.636897
  nChanged 29
		SP:Iteration 23Q (29604.370000 sec): 3 clusters
  Score: Raw -226380.675960 + Penalty 2458.040193 = -223922.635768
  nChanged 23
		SP:Iteration 24Q (29604.560000 sec): 3 clusters
  Score: Raw -226396.859288 + Penalty 2458.040193 = -223938.819096
  nChanged 17
		SP:Iteration 25Q (29604.750000 sec): 3 clusters
  Score: Raw -226405.124843 + Penalty 2458.040193 = -223947.084651
  nChanged 13
		SP:Iteration 26Q (29604.870000 sec): 3 clusters
  Score: Raw -226412.857447 + Penalty 2458.040193 = -223954.817254
  nChanged 12
		SP:Iteration 27Q (29605.070000 sec): 3 clusters
  Score: Raw -226419.491384 + Penalty 2458.040193 = -223961.451191
  nChanged 8
		SP:Iteration 28Q (29605.210000 sec): 3 clusters
  Score: Raw -226424.256660 + Penalty 2458.040193 = -223966.216468
  nChanged 3
		SP:Iteration 29Q (29605.370000 sec): 3 clusters
  Score: Raw -226425.248555 + Penalty 2458.040193 = -223967.208362
  nChanged 2
		SP:Iteration 30Q (29605.490000 sec): 3 clusters
  Score: Raw -226426.658578 + Penalty 2458.040193 = -223968.618386
  nChanged 7
		SP:Iteration 31Q (29605.600000 sec): 3 clusters
  Score: Raw -226430.045687 + Penalty 2458.040193 = -223972.005494
  nChanged 9
		SP:Iteration 32Q (29605.760000 sec): 3 clusters
  Score: Raw -226434.370269 + Penalty 2458.040193 = -223976.330077
  nChanged 7
		SP:Iteration 33Q (29605.910000 sec): 3 clusters
  Score: Raw -226438.873842 + Penalty 2458.040193 = -223980.833650
  nChanged 8
		SP:Iteration 34Q (29606.050000 sec): 3 clusters
  Score: Raw -226442.312232 + Penalty 2458.040193 = -223984.272040
  nChanged 5
		SP:Iteration 35Q (29606.180000 sec): 3 clusters
  Score: Raw -226444.114067 + Penalty 2458.040193 = -223986.073874
  nChanged 5
		SP:Iteration 36Q (29606.370000 sec): 3 clusters
  Score: Raw -226446.061965 + Penalty 2458.040193 = -223988.021773
  nChanged 6
		SP:Iteration 37Q (29606.500000 sec): 3 clusters
  Score: Raw -226450.990985 + Penalty 2458.040193 = -223992.950793
  nChanged 6
		SP:Iteration 38Q (29606.680000 sec): 3 clusters
  Score: Raw -226454.171099 + Penalty 2458.040193 = -223996.130907
  nChanged 3
		SP:Iteration 39Q (29606.870000 sec): 3 clusters
  Score: Raw -226455.343955 + Penalty 2458.040193 = -223997.303763
  nChanged 1
		SP:Iteration 40F (29606.980000 sec): 3 clusters
  Score: Raw -226455.926879 + Penalty 2458.040193 = -223997.886687
  nChanged 1
		SP:Iteration 41Q (29607.130000 sec): 3 clusters
  Score: Raw -226456.176370 + Penalty 2458.040193 = -223998.136178
  nChanged 3
		SP:Iteration 42Q (29607.310000 sec): 3 clusters
  Score: Raw -226458.672070 + Penalty 2458.040193 = -224000.631878
  nChanged 7
		SP:Iteration 43Q (29607.450000 sec): 3 clusters
  Score: Raw -226461.689214 + Penalty 2458.040193 = -224003.649021
  nChanged 2
		SP:Iteration 44Q (29607.510000 sec): 3 clusters
  Score: Raw -226462.622471 + Penalty 2458.040193 = -224004.582279
  nChanged 1
		SP:Iteration 45Q (29607.710000 sec): 3 clusters
  Score: Raw -226462.975697 + Penalty 2458.040193 = -224004.935504
  nChanged 1
		SP:Iteration 46Q (29607.860000 sec): 3 clusters
  Score: Raw -226463.123806 + Penalty 2458.040193 = -224005.083613
  nChanged 0
		SP:Iteration 47F (29608.000000 sec): 3 clusters
  Score: Raw -226463.123806 + Penalty 2458.040193 = -224005.083613
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 34 (18853 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (29608.210000 sec): 2 clusters
  Score: Raw -2278536.320575 + Penalty 1599.719441 = -2276936.601134
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (29608.470000 sec): 3 clusters
  Score: Raw -2267260.142877 + Penalty 3199.438883 = -2264060.703995
  nChanged 8442
		SP:Iteration 1F (29608.710000 sec): 3 clusters
  Score: Raw -2271852.166322 + Penalty 3199.438883 = -2268652.727439
  nChanged 1026
		SP:Iteration 2F (29608.950000 sec): 3 clusters
  Score: Raw -2272293.481290 + Penalty 3199.438883 = -2269094.042407
  nChanged 1010
		SP:Iteration 3F (29609.200000 sec): 3 clusters
  Score: Raw -2272792.574070 + Penalty 3199.438883 = -2269593.135187
  nChanged 1113
		SP:Iteration 4F (29609.470000 sec): 3 clusters
  Score: Raw -2273341.122109 + Penalty 3199.438883 = -2270141.683226
  nChanged 1075
		SP:Iteration 5F (29609.710000 sec): 3 clusters
  Score: Raw -2273878.370510 + Penalty 3199.438883 = -2270678.931627
  nChanged 1014
		SP:Iteration 6F (29609.990000 sec): 3 clusters
  Score: Raw -2274421.859518 + Penalty 3199.438883 = -2271222.420635
  nChanged 1045
		SP:Iteration 7F (29610.260000 sec): 3 clusters
  Score: Raw -2274984.073899 + Penalty 3199.438883 = -2271784.635016
  nChanged 939
		SP:Iteration 8Q (29610.480000 sec): 3 clusters
  Score: Raw -2275445.664394 + Penalty 3199.438883 = -2272246.225512
  nChanged 806
		SP:Iteration 9Q (29610.740000 sec): 3 clusters
  Score: Raw -2275803.635179 + Penalty 3199.438883 = -2272604.196296
  nChanged 692
		SP:Iteration 10Q (29610.970000 sec): 3 clusters
  Score: Raw -2276136.200569 + Penalty 3199.438883 = -2272936.761687
  nChanged 631
		SP:Iteration 11Q (29611.220000 sec): 3 clusters
  Score: Raw -2276470.483324 + Penalty 3199.438883 = -2273271.044441
  nChanged 595
		SP:Iteration 12Q (29611.490000 sec): 3 clusters
  Score: Raw -2276801.814397 + Penalty 3199.438883 = -2273602.375514
  nChanged 514
		SP:Iteration 13Q (29611.770000 sec): 3 clusters
  Score: Raw -2277122.858312 + Penalty 3199.438883 = -2273923.419429
  nChanged 487
		SP:Iteration 14Q (29612.040000 sec): 3 clusters
  Score: Raw -2277431.616247 + Penalty 3199.438883 = -2274232.177365
  nChanged 447
		SP:Iteration 15Q (29612.270000 sec): 3 clusters
  Score: Raw -2277730.810801 + Penalty 3199.438883 = -2274531.371918
  nChanged 385
		SP:Iteration 16Q (29612.530000 sec): 3 clusters
  Score: Raw -2277985.997673 + Penalty 3199.438883 = -2274786.558791
  nChanged 315
		SP:Iteration 17Q (29612.810000 sec): 3 clusters
  Score: Raw -2278175.668804 + Penalty 3199.438883 = -2274976.229922
  nChanged 239
		SP:Iteration 18Q (29613.090000 sec): 3 clusters
  Score: Raw -2278322.627525 + Penalty 3199.438883 = -2275123.188642
  nChanged 202
		SP:Iteration 19Q (29613.280000 sec): 3 clusters
  Score: Raw -2278432.515286 + Penalty 3199.438883 = -2275233.076403
  nChanged 162
		SP:Iteration 20F (29613.510000 sec): 3 clusters
  Score: Raw -2278516.258108 + Penalty 3199.438883 = -2275316.819225
  nChanged 151
		SP:Iteration 21Q (29613.780000 sec): 3 clusters
  Score: Raw -2278595.886714 + Penalty 3199.438883 = -2275396.447831
  nChanged 130
		SP:Iteration 22Q (29614.010000 sec): 3 clusters
  Score: Raw -2278664.350386 + Penalty 3199.438883 = -2275464.911503
  nChanged 98
		SP:Iteration 23Q (29614.250000 sec): 3 clusters
  Score: Raw -2278709.037121 + Penalty 3199.438883 = -2275509.598239
  nChanged 80
		SP:Iteration 24Q (29614.530000 sec): 3 clusters
  Score: Raw -2278747.882517 + Penalty 3199.438883 = -2275548.443634
  nChanged 74
		SP:Iteration 25Q (29614.730000 sec): 3 clusters
  Score: Raw -2278784.240488 + Penalty 3199.438883 = -2275584.801605
  nChanged 63
		SP:Iteration 26Q (29614.950000 sec): 3 clusters
  Score: Raw -2278808.269358 + Penalty 3199.438883 = -2275608.830475
  nChanged 50
		SP:Iteration 27Q (29615.160000 sec): 3 clusters
  Score: Raw -2278824.133168 + Penalty 3199.438883 = -2275624.694286
  nChanged 36
		SP:Iteration 28Q (29615.390000 sec): 3 clusters
  Score: Raw -2278840.835722 + Penalty 3199.438883 = -2275641.396839
  nChanged 43
		SP:Iteration 29Q (29615.660000 sec): 3 clusters
  Score: Raw -2278858.954258 + Penalty 3199.438883 = -2275659.515375
  nChanged 35
		SP:Iteration 30Q (29615.930000 sec): 3 clusters
  Score: Raw -2278871.232393 + Penalty 3199.438883 = -2275671.793511
  nChanged 32
		SP:Iteration 31Q (29616.190000 sec): 3 clusters
  Score: Raw -2278883.620085 + Penalty 3199.438883 = -2275684.181202
  nChanged 34
		SP:Iteration 32Q (29616.510000 sec): 3 clusters
  Score: Raw -2278896.234589 + Penalty 3199.438883 = -2275696.795707
  nChanged 29
		SP:Iteration 33Q (29616.760000 sec): 3 clusters
  Score: Raw -2278910.248345 + Penalty 3199.438883 = -2275710.809462
  nChanged 26
		SP:Iteration 34Q (29617.010000 sec): 3 clusters
  Score: Raw -2278921.469115 + Penalty 3199.438883 = -2275722.030232
  nChanged 14
		SP:Iteration 35Q (29617.270000 sec): 3 clusters
  Score: Raw -2278929.366415 + Penalty 3199.438883 = -2275729.927532
  nChanged 14
		SP:Iteration 36Q (29617.480000 sec): 3 clusters
  Score: Raw -2278935.713557 + Penalty 3199.438883 = -2275736.274674
  nChanged 13
		SP:Iteration 37Q (29617.790000 sec): 3 clusters
  Score: Raw -2278941.169351 + Penalty 3199.438883 = -2275741.730468
  nChanged 8
		SP:Iteration 38Q (29617.990000 sec): 3 clusters
  Score: Raw -2278943.237837 + Penalty 3199.438883 = -2275743.798954
  nChanged 2
		SP:Iteration 39Q (29618.230000 sec): 3 clusters
  Score: Raw -2278943.731879 + Penalty 3199.438883 = -2275744.292997
  nChanged 2
		SP:Iteration 40F (29618.480000 sec): 3 clusters
  Score: Raw -2278944.476195 + Penalty 3199.438883 = -2275745.037312
  nChanged 2
		SP:Iteration 41Q (29618.770000 sec): 3 clusters
  Score: Raw -2278945.115908 + Penalty 3199.438883 = -2275745.677025
  nChanged 2
		SP:Iteration 42Q (29618.990000 sec): 3 clusters
  Score: Raw -2278945.653567 + Penalty 3199.438883 = -2275746.214685
  nChanged 1
		SP:Iteration 43Q (29619.210000 sec): 3 clusters
  Score: Raw -2278945.852164 + Penalty 3199.438883 = -2275746.413281
  nChanged 3
		SP:Iteration 44Q (29619.450000 sec): 3 clusters
  Score: Raw -2278947.282318 + Penalty 3199.438883 = -2275747.843435
  nChanged 5
		SP:Iteration 45Q (29619.730000 sec): 3 clusters
  Score: Raw -2278950.038566 + Penalty 3199.438883 = -2275750.599684
  nChanged 6
		SP:Iteration 46Q (29619.990000 sec): 3 clusters
  Score: Raw -2278951.856721 + Penalty 3199.438883 = -2275752.417838
  nChanged 5
		SP:Iteration 47Q (29620.290000 sec): 3 clusters
  Score: Raw -2278953.592345 + Penalty 3199.438883 = -2275754.153463
  nChanged 4
		SP:Iteration 48Q (29620.490000 sec): 3 clusters
  Score: Raw -2278956.209472 + Penalty 3199.438883 = -2275756.770589
  nChanged 9
		SP:Iteration 49Q (29620.770000 sec): 3 clusters
  Score: Raw -2278959.620539 + Penalty 3199.438883 = -2275760.181656
  nChanged 6
		SP:Iteration 50Q (29621.020000 sec): 3 clusters
  Score: Raw -2278962.095608 + Penalty 3199.438883 = -2275762.656726
  nChanged 6
		SP:Iteration 51Q (29621.270000 sec): 3 clusters
  Score: Raw -2278963.764497 + Penalty 3199.438883 = -2275764.325614
  nChanged 3
		SP:Iteration 52Q (29621.570000 sec): 3 clusters
  Score: Raw -2278964.405829 + Penalty 3199.438883 = -2275764.966947
  nChanged 0
		SP:Iteration 53F (29621.840000 sec): 3 clusters
  Score: Raw -2278964.405829 + Penalty 3199.438883 = -2275764.966947
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 35 (1165 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (29621.950000 sec): 2 clusters
  Score: Raw -138230.862594 + Penalty 1147.327409 = -137083.535184
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (29622.090000 sec): 3 clusters
  Score: Raw -137839.276337 + Penalty 2294.654819 = -135544.621518
  nChanged 356
		SP:Iteration 1F (29622.280000 sec): 3 clusters
  Score: Raw -138177.196603 + Penalty 2294.654819 = -135882.541784
  nChanged 101
		SP:Iteration 2F (29622.420000 sec): 3 clusters
  Score: Raw -138318.918333 + Penalty 2294.654819 = -136024.263514
  nChanged 66
		SP:Iteration 3F (29622.610000 sec): 3 clusters
  Score: Raw -138416.091613 + Penalty 2294.654819 = -136121.436794
  nChanged 41
		SP:Iteration 4Q (29622.780000 sec): 3 clusters
  Score: Raw -138472.471147 + Penalty 2294.654819 = -136177.816328
  nChanged 30
		SP:Iteration 5Q (29622.940000 sec): 3 clusters
  Score: Raw -138522.838098 + Penalty 2294.654819 = -136228.183279
  nChanged 30
		SP:Iteration 6Q (29623.130000 sec): 3 clusters
  Score: Raw -138555.236618 + Penalty 2294.654819 = -136260.581799
  nChanged 28
		SP:Iteration 7Q (29623.320000 sec): 3 clusters
  Score: Raw -138584.956467 + Penalty 2294.654819 = -136290.301648
  nChanged 24
		SP:Iteration 8Q (29623.480000 sec): 3 clusters
  Score: Raw -138607.657611 + Penalty 2294.654819 = -136313.002792
  nChanged 12
		SP:Iteration 9Q (29623.690000 sec): 3 clusters
  Score: Raw -138616.361685 + Penalty 2294.654819 = -136321.706866
  nChanged 10
		SP:Iteration 10Q (29623.850000 sec): 3 clusters
  Score: Raw -138626.206539 + Penalty 2294.654819 = -136331.551720
  nChanged 12
		SP:Iteration 11Q (29623.970000 sec): 3 clusters
  Score: Raw -138633.875270 + Penalty 2294.654819 = -136339.220451
  nChanged 9
		SP:Iteration 12Q (29624.130000 sec): 3 clusters
  Score: Raw -138644.631776 + Penalty 2294.654819 = -136349.976957
  nChanged 13
		SP:Iteration 13Q (29624.310000 sec): 3 clusters
  Score: Raw -138660.281268 + Penalty 2294.654819 = -136365.626449
  nChanged 12
		SP:Iteration 14Q (29624.480000 sec): 3 clusters
  Score: Raw -138670.016909 + Penalty 2294.654819 = -136375.362090
  nChanged 15
		SP:Iteration 15Q (29624.620000 sec): 3 clusters
  Score: Raw -138688.514836 + Penalty 2294.654819 = -136393.860017
  nChanged 12
		SP:Iteration 16Q (29624.780000 sec): 3 clusters
  Score: Raw -138696.247890 + Penalty 2294.654819 = -136401.593071
  nChanged 5
		SP:Iteration 17Q (29624.930000 sec): 3 clusters
  Score: Raw -138701.401310 + Penalty 2294.654819 = -136406.746491
  nChanged 6
		SP:Iteration 18Q (29625.090000 sec): 3 clusters
  Score: Raw -138704.580116 + Penalty 2294.654819 = -136409.925297
  nChanged 6
		SP:Iteration 19Q (29625.260000 sec): 3 clusters
  Score: Raw -138709.085986 + Penalty 2294.654819 = -136414.431167
  nChanged 3
		SP:Iteration 20F (29625.390000 sec): 3 clusters
  Score: Raw -138714.301081 + Penalty 2294.654819 = -136419.646262
  nChanged 4
		SP:Iteration 21Q (29625.510000 sec): 3 clusters
  Score: Raw -138718.011745 + Penalty 2294.654819 = -136423.356926
  nChanged 4
		SP:Iteration 22Q (29625.650000 sec): 3 clusters
  Score: Raw -138719.818184 + Penalty 2294.654819 = -136425.163365
  nChanged 3
		SP:Iteration 23Q (29625.820000 sec): 3 clusters
  Score: Raw -138721.808235 + Penalty 2294.654819 = -136427.153416
  nChanged 1
		SP:Iteration 24Q (29625.950000 sec): 3 clusters
  Score: Raw -138722.545695 + Penalty 2294.654819 = -136427.890876
  nChanged 1
		SP:Iteration 25Q (29626.130000 sec): 3 clusters
  Score: Raw -138723.891374 + Penalty 2294.654819 = -136429.236555
  nChanged 1
		SP:Iteration 26Q (29626.310000 sec): 3 clusters
  Score: Raw -138725.817988 + Penalty 2294.654819 = -136431.163169
  nChanged 2
		SP:Iteration 27Q (29626.470000 sec): 3 clusters
  Score: Raw -138728.083065 + Penalty 2294.654819 = -136433.428246
  nChanged 2
		SP:Iteration 28Q (29626.650000 sec): 3 clusters
  Score: Raw -138729.932885 + Penalty 2294.654819 = -136435.278066
  nChanged 1
		SP:Iteration 29Q (29626.820000 sec): 3 clusters
  Score: Raw -138730.612878 + Penalty 2294.654819 = -136435.958059
  nChanged 2
		SP:Iteration 30Q (29626.970000 sec): 3 clusters
  Score: Raw -138731.702598 + Penalty 2294.654819 = -136437.047779
  nChanged 0
		SP:Iteration 31F (29627.170000 sec): 3 clusters
  Score: Raw -138731.702598 + Penalty 2294.654819 = -136437.047779
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 36 (687 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (29627.270000 sec): 2 clusters
  Score: Raw -81022.442766 + Penalty 1061.504322 = -79960.938444
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (29627.410000 sec): 3 clusters
  Score: Raw -80857.306781 + Penalty 2123.008645 = -78734.298136
  nChanged 189
		SP:Iteration 1F (29627.590000 sec): 3 clusters
  Score: Raw -81066.014267 + Penalty 2123.008645 = -78943.005622
  nChanged 40
		SP:Iteration 2F (29627.730000 sec): 3 clusters
  Score: Raw -81122.472084 + Penalty 2123.008645 = -78999.463439
  nChanged 23
		SP:Iteration 3Q (29627.950000 sec): 3 clusters
  Score: Raw -81152.328462 + Penalty 2123.008645 = -79029.319817
  nChanged 8
		SP:Iteration 4Q (29628.130000 sec): 3 clusters
  Score: Raw -81163.588598 + Penalty 2123.008645 = -79040.579953
  nChanged 7
		SP:Iteration 5Q (29628.280000 sec): 3 clusters
  Score: Raw -81172.973400 + Penalty 2123.008645 = -79049.964755
  nChanged 8
		SP:Iteration 6Q (29628.490000 sec): 3 clusters
  Score: Raw -81182.738701 + Penalty 2123.008645 = -79059.730056
  nChanged 7
		SP:Iteration 7Q (29628.650000 sec): 3 clusters
  Score: Raw -81192.501613 + Penalty 2123.008645 = -79069.492968
  nChanged 5
		SP:Iteration 8Q (29628.820000 sec): 3 clusters
  Score: Raw -81195.800664 + Penalty 2123.008645 = -79072.792019
  nChanged 1
		SP:Iteration 9Q (29629.000000 sec): 3 clusters
  Score: Raw -81196.436555 + Penalty 2123.008645 = -79073.427910
  nChanged 2
		SP:Iteration 10Q (29629.100000 sec): 3 clusters
  Score: Raw -81198.085520 + Penalty 2123.008645 = -79075.076875
  nChanged 3
		SP:Iteration 11Q (29629.260000 sec): 3 clusters
  Score: Raw -81199.496347 + Penalty 2123.008645 = -79076.487702
  nChanged 0
		SP:Iteration 12F (29629.440000 sec): 3 clusters
  Score: Raw -81199.496347 + Penalty 2123.008645 = -79076.487702
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 37 (1873 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (29629.570000 sec): 2 clusters
  Score: Raw -240404.279257 + Penalty 1224.485714 = -239179.793542
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (29629.720000 sec): 3 clusters
  Score: Raw -239637.869230 + Penalty 2448.971428 = -237188.897802
  nChanged 671
		SP:Iteration 1F (29629.930000 sec): 3 clusters
  Score: Raw -240126.239510 + Penalty 2448.971428 = -237677.268082
  nChanged 151
		SP:Iteration 2F (29630.080000 sec): 3 clusters
  Score: Raw -240238.379342 + Penalty 2448.971428 = -237789.407914
  nChanged 90
		SP:Iteration 3Q (29630.200000 sec): 3 clusters
  Score: Raw -240320.518767 + Penalty 2448.971428 = -237871.547339
  nChanged 97
		SP:Iteration 4F (29630.310000 sec): 3 clusters
  Score: Raw -240407.914649 + Penalty 2448.971428 = -237958.943221
  nChanged 92
		SP:Iteration 5Q (29630.470000 sec): 3 clusters
  Score: Raw -240495.158445 + Penalty 2448.971428 = -238046.187017
  nChanged 72
		SP:Iteration 6Q (29630.620000 sec): 3 clusters
  Score: Raw -240565.932391 + Penalty 2448.971428 = -238116.960963
  nChanged 63
		SP:Iteration 7Q (29630.750000 sec): 3 clusters
  Score: Raw -240622.050126 + Penalty 2448.971428 = -238173.078698
  nChanged 52
		SP:Iteration 8Q (29630.880000 sec): 3 clusters
  Score: Raw -240661.743150 + Penalty 2448.971428 = -238212.771721
  nChanged 29
		SP:Iteration 9Q (29631.020000 sec): 3 clusters
  Score: Raw -240694.353691 + Penalty 2448.971428 = -238245.382262
  nChanged 27
		SP:Iteration 10Q (29631.140000 sec): 3 clusters
  Score: Raw -240718.258969 + Penalty 2448.971428 = -238269.287541
  nChanged 26
		SP:Iteration 11Q (29631.340000 sec): 3 clusters
  Score: Raw -240737.783383 + Penalty 2448.971428 = -238288.811954
  nChanged 29
		SP:Iteration 12Q (29631.520000 sec): 3 clusters
  Score: Raw -240773.813814 + Penalty 2448.971428 = -238324.842386
  nChanged 27
		SP:Iteration 13Q (29631.700000 sec): 3 clusters
  Score: Raw -240808.086379 + Penalty 2448.971428 = -238359.114950
  nChanged 23
		SP:Iteration 14Q (29631.870000 sec): 3 clusters
  Score: Raw -240835.336499 + Penalty 2448.971428 = -238386.365070
  nChanged 33
		SP:Iteration 15Q (29632.040000 sec): 3 clusters
  Score: Raw -240868.244394 + Penalty 2448.971428 = -238419.272966
  nChanged 28
		SP:Iteration 16Q (29632.210000 sec): 3 clusters
  Score: Raw -240890.365916 + Penalty 2448.971428 = -238441.394488
  nChanged 15
		SP:Iteration 17Q (29632.340000 sec): 3 clusters
  Score: Raw -240904.358991 + Penalty 2448.971428 = -238455.387563
  nChanged 13
		SP:Iteration 18Q (29632.480000 sec): 3 clusters
  Score: Raw -240912.434392 + Penalty 2448.971428 = -238463.462964
  nChanged 9
		SP:Iteration 19Q (29632.630000 sec): 3 clusters
  Score: Raw -240915.922031 + Penalty 2448.971428 = -238466.950603
  nChanged 10
		SP:Iteration 20F (29632.770000 sec): 3 clusters
  Score: Raw -240921.000691 + Penalty 2448.971428 = -238472.029262
  nChanged 2
		SP:Iteration 21Q (29632.900000 sec): 3 clusters
  Score: Raw -240921.968302 + Penalty 2448.971428 = -238472.996873
  nChanged 1
		SP:Iteration 22Q (29633.030000 sec): 3 clusters
  Score: Raw -240922.545251 + Penalty 2448.971428 = -238473.573823
  nChanged 3
		SP:Iteration 23Q (29633.200000 sec): 3 clusters
  Score: Raw -240923.745584 + Penalty 2448.971428 = -238474.774156
  nChanged 1
		SP:Iteration 24Q (29633.340000 sec): 3 clusters
  Score: Raw -240924.288103 + Penalty 2448.971428 = -238475.316674
  nChanged 1
		SP:Iteration 25Q (29633.510000 sec): 3 clusters
  Score: Raw -240924.574421 + Penalty 2448.971428 = -238475.602992
  nChanged 0
		SP:Iteration 26F (29633.690000 sec): 3 clusters
  Score: Raw -240924.574421 + Penalty 2448.971428 = -238475.602992
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 38 (243 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (29633.800000 sec): 2 clusters
  Score: Raw -22974.526755 + Penalty 892.622485 = -22081.904270
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (29633.950000 sec): 3 clusters
  Score: Raw -23094.685729 + Penalty 1785.244969 = -21309.440760
  nChanged 48
		SP:Iteration 1F (29634.160000 sec): 3 clusters
  Score: Raw -23245.589478 + Penalty 1785.244969 = -21460.344509
  nChanged 13
		SP:Iteration 2F (29634.360000 sec): 3 clusters
  Score: Raw -23293.542066 + Penalty 1785.244969 = -21508.297097
  nChanged 11
		SP:Iteration 3Q (29634.520000 sec): 3 clusters
  Score: Raw -23340.257614 + Penalty 1785.244969 = -21555.012645
  nChanged 4
		SP:Iteration 4Q (29634.730000 sec): 3 clusters
  Score: Raw -23358.973916 + Penalty 1785.244969 = -21573.728947
  nChanged 6
		SP:Iteration 5Q (29634.940000 sec): 3 clusters
  Score: Raw -23407.406320 + Penalty 1785.244969 = -21622.161351
  nChanged 6
		SP:Iteration 6Q (29635.090000 sec): 3 clusters
  Score: Raw -23452.029888 + Penalty 1785.244969 = -21666.784919
  nChanged 3
		SP:Iteration 7Q (29635.330000 sec): 3 clusters
  Score: Raw -23461.315577 + Penalty 1785.244969 = -21676.070608
  nChanged 3
		SP:Iteration 8Q (29635.510000 sec): 3 clusters
  Score: Raw -23469.993060 + Penalty 1785.244969 = -21684.748091
  nChanged 2
		SP:Iteration 9Q (29635.680000 sec): 3 clusters
  Score: Raw -23475.464261 + Penalty 1785.244969 = -21690.219291
  nChanged 0
		SP:Iteration 10F (29635.820000 sec): 3 clusters
  Score: Raw -23478.041860 + Penalty 1785.244969 = -21692.796891
  nChanged 1
		SP:Iteration 11Q (29636.000000 sec): 3 clusters
  Score: Raw -23518.609715 + Penalty 1785.244969 = -21733.364746
  nChanged 2
		SP:Iteration 12Q (29636.160000 sec): 3 clusters
  Score: Raw -23533.519879 + Penalty 1785.244969 = -21748.274910
  nChanged 0
		SP:Iteration 13F (29636.310000 sec): 3 clusters
  Score: Raw -23534.353655 + Penalty 1785.244969 = -21749.108686
  nChanged 1
		SP:Iteration 14Q (29636.450000 sec): 3 clusters
  Score: Raw -23564.373888 + Penalty 1785.244969 = -21779.128919
  nChanged 2
		SP:Iteration 15Q (29636.590000 sec): 3 clusters
  Score: Raw -23572.536898 + Penalty 1785.244969 = -21787.291928
  nChanged 0
		SP:Iteration 16F (29636.720000 sec): 3 clusters
  Score: Raw -23572.536898 + Penalty 1785.244969 = -21787.291928
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 39 (9154 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (29636.840000 sec): 2 clusters
  Score: Raw -1050790.956059 + Penalty 1482.316261 = -1049308.639798
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (29637.030000 sec): 3 clusters
  Score: Raw -1045640.503468 + Penalty 2964.632522 = -1042675.870946
  nChanged 3877
		SP:Iteration 1F (29637.210000 sec): 3 clusters
  Score: Raw -1047926.105219 + Penalty 2964.632522 = -1044961.472697
  nChanged 661
		SP:Iteration 2F (29637.400000 sec): 3 clusters
  Score: Raw -1048359.942632 + Penalty 2964.632522 = -1045395.310110
  nChanged 624
		SP:Iteration 3F (29637.630000 sec): 3 clusters
  Score: Raw -1048769.862975 + Penalty 2964.632522 = -1045805.230453
  nChanged 557
		SP:Iteration 4F (29637.850000 sec): 3 clusters
  Score: Raw -1049155.159782 + Penalty 2964.632522 = -1046190.527260
  nChanged 499
		SP:Iteration 5F (29638.080000 sec): 3 clusters
  Score: Raw -1049463.099032 + Penalty 2964.632522 = -1046498.466510
  nChanged 454
		SP:Iteration 6Q (29638.270000 sec): 3 clusters
  Score: Raw -1049706.465513 + Penalty 2964.632522 = -1046741.832992
  nChanged 384
		SP:Iteration 7Q (29638.480000 sec): 3 clusters
  Score: Raw -1049888.854249 + Penalty 2964.632522 = -1046924.221727
  nChanged 313
		SP:Iteration 8Q (29638.630000 sec): 3 clusters
  Score: Raw -1050045.685545 + Penalty 2964.632522 = -1047081.053023
  nChanged 263
		SP:Iteration 9Q (29638.820000 sec): 3 clusters
  Score: Raw -1050155.825551 + Penalty 2964.632522 = -1047191.193029
  nChanged 230
		SP:Iteration 10Q (29639.010000 sec): 3 clusters
  Score: Raw -1050230.827867 + Penalty 2964.632522 = -1047266.195345
  nChanged 176
		SP:Iteration 11Q (29639.170000 sec): 3 clusters
  Score: Raw -1050287.021898 + Penalty 2964.632522 = -1047322.389376
  nChanged 160
		SP:Iteration 12Q (29639.440000 sec): 3 clusters
  Score: Raw -1050334.456267 + Penalty 2964.632522 = -1047369.823745
  nChanged 131
		SP:Iteration 13Q (29639.660000 sec): 3 clusters
  Score: Raw -1050367.292464 + Penalty 2964.632522 = -1047402.659943
  nChanged 125
		SP:Iteration 14Q (29639.880000 sec): 3 clusters
  Score: Raw -1050398.639026 + Penalty 2964.632522 = -1047434.006504
  nChanged 104
		SP:Iteration 15Q (29640.050000 sec): 3 clusters
  Score: Raw -1050421.972003 + Penalty 2964.632522 = -1047457.339481
  nChanged 70
		SP:Iteration 16Q (29640.260000 sec): 3 clusters
  Score: Raw -1050436.633039 + Penalty 2964.632522 = -1047472.000517
  nChanged 72
		SP:Iteration 17Q (29640.480000 sec): 3 clusters
  Score: Raw -1050453.601069 + Penalty 2964.632522 = -1047488.968547
  nChanged 71
		SP:Iteration 18Q (29640.640000 sec): 3 clusters
  Score: Raw -1050470.232541 + Penalty 2964.632522 = -1047505.600020
  nChanged 75
		SP:Iteration 19Q (29640.890000 sec): 3 clusters
  Score: Raw -1050484.021117 + Penalty 2964.632522 = -1047519.388595
  nChanged 58
		SP:Iteration 20F (29641.060000 sec): 3 clusters
  Score: Raw -1050495.688230 + Penalty 2964.632522 = -1047531.055708
  nChanged 47
		SP:Iteration 21Q (29641.270000 sec): 3 clusters
  Score: Raw -1050505.266434 + Penalty 2964.632522 = -1047540.633913
  nChanged 49
		SP:Iteration 22Q (29641.520000 sec): 3 clusters
  Score: Raw -1050513.341105 + Penalty 2964.632522 = -1047548.708584
  nChanged 35
		SP:Iteration 23Q (29641.720000 sec): 3 clusters
  Score: Raw -1050519.507104 + Penalty 2964.632522 = -1047554.874582
  nChanged 31
		SP:Iteration 24Q (29641.970000 sec): 3 clusters
  Score: Raw -1050524.944144 + Penalty 2964.632522 = -1047560.311622
  nChanged 29
		SP:Iteration 25Q (29642.160000 sec): 3 clusters
  Score: Raw -1050529.726885 + Penalty 2964.632522 = -1047565.094363
  nChanged 39
		SP:Iteration 26Q (29642.430000 sec): 3 clusters
  Score: Raw -1050536.322906 + Penalty 2964.632522 = -1047571.690384
  nChanged 39
		SP:Iteration 27Q (29642.620000 sec): 3 clusters
  Score: Raw -1050543.668740 + Penalty 2964.632522 = -1047579.036218
  nChanged 34
		SP:Iteration 28Q (29642.840000 sec): 3 clusters
  Score: Raw -1050551.181531 + Penalty 2964.632522 = -1047586.549009
  nChanged 38
		SP:Iteration 29Q (29642.990000 sec): 3 clusters
  Score: Raw -1050558.654136 + Penalty 2964.632522 = -1047594.021614
  nChanged 39
		SP:Iteration 30Q (29643.210000 sec): 3 clusters
  Score: Raw -1050566.764822 + Penalty 2964.632522 = -1047602.132300
  nChanged 37
		SP:Iteration 31Q (29643.390000 sec): 3 clusters
  Score: Raw -1050574.329478 + Penalty 2964.632522 = -1047609.696956
  nChanged 39
		SP:Iteration 32Q (29643.650000 sec): 3 clusters
  Score: Raw -1050582.034405 + Penalty 2964.632522 = -1047617.401883
  nChanged 42
		SP:Iteration 33Q (29643.910000 sec): 3 clusters
  Score: Raw -1050590.088726 + Penalty 2964.632522 = -1047625.456205
  nChanged 37
		SP:Iteration 34Q (29644.100000 sec): 3 clusters
  Score: Raw -1050596.193931 + Penalty 2964.632522 = -1047631.561409
  nChanged 32
		SP:Iteration 35Q (29644.340000 sec): 3 clusters
  Score: Raw -1050601.111433 + Penalty 2964.632522 = -1047636.478912
  nChanged 30
		SP:Iteration 36Q (29644.580000 sec): 3 clusters
  Score: Raw -1050607.254204 + Penalty 2964.632522 = -1047642.621683
  nChanged 44
		SP:Iteration 37Q (29644.810000 sec): 3 clusters
  Score: Raw -1050618.366897 + Penalty 2964.632522 = -1047653.734375
  nChanged 44
		SP:Iteration 38Q (29645.050000 sec): 3 clusters
  Score: Raw -1050629.355826 + Penalty 2964.632522 = -1047664.723304
  nChanged 39
		SP:Iteration 39Q (29645.250000 sec): 3 clusters
  Score: Raw -1050638.886607 + Penalty 2964.632522 = -1047674.254085
  nChanged 44
		SP:Iteration 40F (29645.470000 sec): 3 clusters
  Score: Raw -1050648.048330 + Penalty 2964.632522 = -1047683.415808
  nChanged 44
		SP:Iteration 41Q (29645.700000 sec): 3 clusters
  Score: Raw -1050659.397961 + Penalty 2964.632522 = -1047694.765439
  nChanged 46
		SP:Iteration 42Q (29645.890000 sec): 3 clusters
  Score: Raw -1050671.971380 + Penalty 2964.632522 = -1047707.338858
  nChanged 48
		SP:Iteration 43Q (29646.070000 sec): 3 clusters
  Score: Raw -1050684.293825 + Penalty 2964.632522 = -1047719.661303
  nChanged 43
		SP:Iteration 44Q (29646.360000 sec): 3 clusters
  Score: Raw -1050693.493532 + Penalty 2964.632522 = -1047728.861010
  nChanged 33
		SP:Iteration 45Q (29646.570000 sec): 3 clusters
  Score: Raw -1050699.920601 + Penalty 2964.632522 = -1047735.288079
  nChanged 41
		SP:Iteration 46Q (29646.800000 sec): 3 clusters
  Score: Raw -1050708.555097 + Penalty 2964.632522 = -1047743.922575
  nChanged 39
		SP:Iteration 47Q (29646.980000 sec): 3 clusters
  Score: Raw -1050717.048546 + Penalty 2964.632522 = -1047752.416025
  nChanged 32
		SP:Iteration 48Q (29647.230000 sec): 3 clusters
  Score: Raw -1050725.705146 + Penalty 2964.632522 = -1047761.072624
  nChanged 49
		SP:Iteration 49Q (29647.410000 sec): 3 clusters
  Score: Raw -1050739.906874 + Penalty 2964.632522 = -1047775.274352
  nChanged 58
		SP:Iteration 50Q (29647.590000 sec): 3 clusters
  Score: Raw -1050755.875723 + Penalty 2964.632522 = -1047791.243201
  nChanged 56
		SP:Iteration 51Q (29647.850000 sec): 3 clusters
  Score: Raw -1050771.891050 + Penalty 2964.632522 = -1047807.258528
  nChanged 60
		SP:Iteration 52Q (29648.050000 sec): 3 clusters
  Score: Raw -1050787.429942 + Penalty 2964.632522 = -1047822.797420
  nChanged 49
		SP:Iteration 53Q (29648.210000 sec): 3 clusters
  Score: Raw -1050803.616232 + Penalty 2964.632522 = -1047838.983710
  nChanged 54
		SP:Iteration 54Q (29648.410000 sec): 3 clusters
  Score: Raw -1050821.188814 + Penalty 2964.632522 = -1047856.556292
  nChanged 50
		SP:Iteration 55Q (29648.660000 sec): 3 clusters
  Score: Raw -1050834.273835 + Penalty 2964.632522 = -1047869.641313
  nChanged 43
		SP:Iteration 56Q (29648.840000 sec): 3 clusters
  Score: Raw -1050845.064976 + Penalty 2964.632522 = -1047880.432454
  nChanged 38
		SP:Iteration 57Q (29649.070000 sec): 3 clusters
  Score: Raw -1050854.915563 + Penalty 2964.632522 = -1047890.283041
  nChanged 37
		SP:Iteration 58Q (29649.200000 sec): 3 clusters
  Score: Raw -1050864.016907 + Penalty 2964.632522 = -1047899.384385
  nChanged 36
		SP:Iteration 59Q (29649.460000 sec): 3 clusters
  Score: Raw -1050874.681544 + Penalty 2964.632522 = -1047910.049022
  nChanged 43
		SP:Iteration 60F (29649.590000 sec): 3 clusters
  Score: Raw -1050889.549403 + Penalty 2964.632522 = -1047924.916881
  nChanged 53
		SP:Iteration 61Q (29649.800000 sec): 3 clusters
  Score: Raw -1050904.925172 + Penalty 2964.632522 = -1047940.292650
  nChanged 51
		SP:Iteration 62Q (29650.030000 sec): 3 clusters
  Score: Raw -1050920.356142 + Penalty 2964.632522 = -1047955.723620
  nChanged 47
		SP:Iteration 63Q (29650.260000 sec): 3 clusters
  Score: Raw -1050933.159955 + Penalty 2964.632522 = -1047968.527434
  nChanged 50
		SP:Iteration 64Q (29650.410000 sec): 3 clusters
  Score: Raw -1050952.377126 + Penalty 2964.632522 = -1047987.744605
  nChanged 56
		SP:Iteration 65Q (29650.600000 sec): 3 clusters
  Score: Raw -1050978.604684 + Penalty 2964.632522 = -1048013.972163
  nChanged 61
		SP:Iteration 66Q (29650.760000 sec): 3 clusters
  Score: Raw -1051001.810334 + Penalty 2964.632522 = -1048037.177813
  nChanged 47
		SP:Iteration 67Q (29650.940000 sec): 3 clusters
  Score: Raw -1051020.457510 + Penalty 2964.632522 = -1048055.824988
  nChanged 48
		SP:Iteration 68Q (29651.120000 sec): 3 clusters
  Score: Raw -1051040.137709 + Penalty 2964.632522 = -1048075.505188
  nChanged 41
		SP:Iteration 69Q (29651.330000 sec): 3 clusters
  Score: Raw -1051055.513412 + Penalty 2964.632522 = -1048090.880890
  nChanged 38
		SP:Iteration 70Q (29651.530000 sec): 3 clusters
  Score: Raw -1051070.477570 + Penalty 2964.632522 = -1048105.845048
  nChanged 48
		SP:Iteration 71Q (29651.730000 sec): 3 clusters
  Score: Raw -1051091.522692 + Penalty 2964.632522 = -1048126.890170
  nChanged 37
		SP:Iteration 72Q (29651.880000 sec): 3 clusters
  Score: Raw -1051105.230270 + Penalty 2964.632522 = -1048140.597748
  nChanged 31
		SP:Iteration 73Q (29652.020000 sec): 3 clusters
  Score: Raw -1051115.228035 + Penalty 2964.632522 = -1048150.595513
  nChanged 26
		SP:Iteration 74Q (29652.170000 sec): 3 clusters
  Score: Raw -1051123.954641 + Penalty 2964.632522 = -1048159.322119
  nChanged 18
		SP:Iteration 75Q (29652.360000 sec): 3 clusters
  Score: Raw -1051129.012741 + Penalty 2964.632522 = -1048164.380219
  nChanged 15
		SP:Iteration 76Q (29652.520000 sec): 3 clusters
  Score: Raw -1051133.363101 + Penalty 2964.632522 = -1048168.730580
  nChanged 9
		SP:Iteration 77Q (29652.700000 sec): 3 clusters
  Score: Raw -1051135.638749 + Penalty 2964.632522 = -1048171.006227
  nChanged 10
		SP:Iteration 78Q (29652.870000 sec): 3 clusters
  Score: Raw -1051138.399742 + Penalty 2964.632522 = -1048173.767220
  nChanged 11
		SP:Iteration 79Q (29653.040000 sec): 3 clusters
  Score: Raw -1051141.781116 + Penalty 2964.632522 = -1048177.148594
  nChanged 13
		SP:Iteration 80F (29653.190000 sec): 3 clusters
  Score: Raw -1051144.895967 + Penalty 2964.632522 = -1048180.263445
  nChanged 8
		SP:Iteration 81Q (29653.350000 sec): 3 clusters
  Score: Raw -1051147.266931 + Penalty 2964.632522 = -1048182.634409
  nChanged 12
		SP:Iteration 82Q (29653.550000 sec): 3 clusters
  Score: Raw -1051150.682854 + Penalty 2964.632522 = -1048186.050332
  nChanged 13
		SP:Iteration 83Q (29653.800000 sec): 3 clusters
  Score: Raw -1051154.443453 + Penalty 2964.632522 = -1048189.810931
  nChanged 9
		SP:Iteration 84Q (29654.020000 sec): 3 clusters
  Score: Raw -1051157.927858 + Penalty 2964.632522 = -1048193.295336
  nChanged 15
		SP:Iteration 85Q (29654.260000 sec): 3 clusters
  Score: Raw -1051165.469534 + Penalty 2964.632522 = -1048200.837012
  nChanged 19
		SP:Iteration 86Q (29654.450000 sec): 3 clusters
  Score: Raw -1051172.992703 + Penalty 2964.632522 = -1048208.360181
  nChanged 19
		SP:Iteration 87Q (29654.720000 sec): 3 clusters
  Score: Raw -1051179.660995 + Penalty 2964.632522 = -1048215.028473
  nChanged 17
		SP:Iteration 88Q (29654.920000 sec): 3 clusters
  Score: Raw -1051186.737236 + Penalty 2964.632522 = -1048222.104714
  nChanged 20
		SP:Iteration 89Q (29655.150000 sec): 3 clusters
  Score: Raw -1051193.821154 + Penalty 2964.632522 = -1048229.188632
  nChanged 17
		SP:Iteration 90Q (29655.330000 sec): 3 clusters
  Score: Raw -1051200.325591 + Penalty 2964.632522 = -1048235.693070
  nChanged 16
		SP:Iteration 91Q (29655.510000 sec): 3 clusters
  Score: Raw -1051204.130100 + Penalty 2964.632522 = -1048239.497578
  nChanged 9
		SP:Iteration 92Q (29655.680000 sec): 3 clusters
  Score: Raw -1051206.784294 + Penalty 2964.632522 = -1048242.151772
  nChanged 7
		SP:Iteration 93Q (29655.920000 sec): 3 clusters
  Score: Raw -1051208.249301 + Penalty 2964.632522 = -1048243.616779
  nChanged 7
		SP:Iteration 94Q (29656.100000 sec): 3 clusters
  Score: Raw -1051209.596923 + Penalty 2964.632522 = -1048244.964401
  nChanged 3
		SP:Iteration 95Q (29656.280000 sec): 3 clusters
  Score: Raw -1051210.770737 + Penalty 2964.632522 = -1048246.138215
  nChanged 3
		SP:Iteration 96Q (29656.540000 sec): 3 clusters
  Score: Raw -1051212.263831 + Penalty 2964.632522 = -1048247.631309
  nChanged 5
		SP:Iteration 97Q (29656.730000 sec): 3 clusters
  Score: Raw -1051214.127587 + Penalty 2964.632522 = -1048249.495065
  nChanged 7
		SP:Iteration 98Q (29656.950000 sec): 3 clusters
  Score: Raw -1051217.577015 + Penalty 2964.632522 = -1048252.944493
  nChanged 6
		SP:Iteration 99Q (29657.120000 sec): 3 clusters
  Score: Raw -1051220.717235 + Penalty 2964.632522 = -1048256.084713
  nChanged 7
		SP:Iteration 100F (29657.310000 sec): 3 clusters
  Score: Raw -1051223.133015 + Penalty 2964.632522 = -1048258.500493
  nChanged 4
		SP:Iteration 101Q (29657.560000 sec): 3 clusters
  Score: Raw -1051224.931161 + Penalty 2964.632522 = -1048260.298639
  nChanged 5
		SP:Iteration 102Q (29657.750000 sec): 3 clusters
  Score: Raw -1051226.444044 + Penalty 2964.632522 = -1048261.811522
  nChanged 2
		SP:Iteration 103Q (29657.920000 sec): 3 clusters
  Score: Raw -1051226.753239 + Penalty 2964.632522 = -1048262.120717
  nChanged 1
		SP:Iteration 104Q (29658.100000 sec): 3 clusters
  Score: Raw -1051227.369823 + Penalty 2964.632522 = -1048262.737301
  nChanged 4
		SP:Iteration 105Q (29658.330000 sec): 3 clusters
  Score: Raw -1051228.699776 + Penalty 2964.632522 = -1048264.067254
  nChanged 6
		SP:Iteration 106Q (29658.530000 sec): 3 clusters
  Score: Raw -1051230.652798 + Penalty 2964.632522 = -1048266.020276
  nChanged 8
		SP:Iteration 107Q (29658.740000 sec): 3 clusters
  Score: Raw -1051233.405366 + Penalty 2964.632522 = -1048268.772844
  nChanged 6
		SP:Iteration 108Q (29658.920000 sec): 3 clusters
  Score: Raw -1051236.392637 + Penalty 2964.632522 = -1048271.760115
  nChanged 8
		SP:Iteration 109Q (29659.080000 sec): 3 clusters
  Score: Raw -1051239.814834 + Penalty 2964.632522 = -1048275.182312
  nChanged 10
		SP:Iteration 110Q (29659.270000 sec): 3 clusters
  Score: Raw -1051244.218546 + Penalty 2964.632522 = -1048279.586024
  nChanged 11
		SP:Iteration 111Q (29659.460000 sec): 3 clusters
  Score: Raw -1051249.401561 + Penalty 2964.632522 = -1048284.769039
  nChanged 14
		SP:Iteration 112Q (29659.620000 sec): 3 clusters
  Score: Raw -1051254.070963 + Penalty 2964.632522 = -1048289.438441
  nChanged 8
		SP:Iteration 113Q (29659.840000 sec): 3 clusters
  Score: Raw -1051256.965990 + Penalty 2964.632522 = -1048292.333468
  nChanged 7
		SP:Iteration 114Q (29660.080000 sec): 3 clusters
  Score: Raw -1051260.084017 + Penalty 2964.632522 = -1048295.451495
  nChanged 8
		SP:Iteration 115Q (29660.310000 sec): 3 clusters
  Score: Raw -1051263.768242 + Penalty 2964.632522 = -1048299.135721
  nChanged 10
		SP:Iteration 116Q (29660.530000 sec): 3 clusters
  Score: Raw -1051266.017778 + Penalty 2964.632522 = -1048301.385256
  nChanged 2
		SP:Iteration 117Q (29660.720000 sec): 3 clusters
  Score: Raw -1051266.622687 + Penalty 2964.632522 = -1048301.990165
  nChanged 2
		SP:Iteration 118Q (29660.940000 sec): 3 clusters
  Score: Raw -1051267.161292 + Penalty 2964.632522 = -1048302.528770
  nChanged 2
		SP:Iteration 119Q (29661.160000 sec): 3 clusters
  Score: Raw -1051268.060784 + Penalty 2964.632522 = -1048303.428262
  nChanged 0
		SP:Iteration 120F (29661.350000 sec): 3 clusters
  Score: Raw -1051268.060784 + Penalty 2964.632522 = -1048303.428262
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 40 (182 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (29661.420000 sec): 2 clusters
  Score: Raw -15401.967053 + Penalty 845.651087 = -14556.315966
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (29661.590000 sec): 3 clusters
  Score: Raw -15546.564650 + Penalty 1691.302173 = -13855.262477
  nChanged 24
		SP:Iteration 1F (29661.700000 sec): 3 clusters
  Score: Raw -15630.333837 + Penalty 1691.302173 = -13939.031664
  nChanged 7
		SP:Iteration 2Q (29661.850000 sec): 3 clusters
  Score: Raw -15658.821211 + Penalty 1691.302173 = -13967.519038
  nChanged 4
		SP:Iteration 3Q (29662.060000 sec): 3 clusters
  Score: Raw -15675.305938 + Penalty 1691.302173 = -13984.003765
  nChanged 1
		SP:Iteration 4Q (29662.240000 sec): 3 clusters
  Score: Raw -15682.768787 + Penalty 1691.302173 = -13991.466614
  nChanged 1
		SP:Iteration 5Q (29662.360000 sec): 3 clusters
  Score: Raw -15683.825459 + Penalty 1691.302173 = -13992.523286
  nChanged 0
		SP:Iteration 6F (29662.540000 sec): 3 clusters
  Score: Raw -15683.825459 + Penalty 1691.302173 = -13992.523286
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 41 (984 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (29662.620000 sec): 2 clusters
  Score: Raw -122397.222823 + Penalty 1119.889208 = -121277.333614
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (29662.780000 sec): 3 clusters
  Score: Raw -122063.633399 + Penalty 2239.778417 = -119823.854982
  nChanged 303
		SP:Iteration 1F (29662.950000 sec): 3 clusters
  Score: Raw -122287.451015 + Penalty 2239.778417 = -120047.672598
  nChanged 65
		SP:Iteration 2F (29663.090000 sec): 3 clusters
  Score: Raw -122348.946633 + Penalty 2239.778417 = -120109.168217
  nChanged 34
		SP:Iteration 3Q (29663.200000 sec): 3 clusters
  Score: Raw -122379.984834 + Penalty 2239.778417 = -120140.206418
  nChanged 19
		SP:Iteration 4Q (29663.380000 sec): 3 clusters
  Score: Raw -122397.753313 + Penalty 2239.778417 = -120157.974897
  nChanged 21
		SP:Iteration 5Q (29663.550000 sec): 3 clusters
  Score: Raw -122414.457210 + Penalty 2239.778417 = -120174.678793
  nChanged 10
		SP:Iteration 6Q (29663.680000 sec): 3 clusters
  Score: Raw -122427.361658 + Penalty 2239.778417 = -120187.583242
  nChanged 16
		SP:Iteration 7Q (29663.760000 sec): 3 clusters
  Score: Raw -122444.914404 + Penalty 2239.778417 = -120205.135988
  nChanged 11
		SP:Iteration 8Q (29663.900000 sec): 3 clusters
  Score: Raw -122454.930662 + Penalty 2239.778417 = -120215.152246
  nChanged 11
		SP:Iteration 9Q (29664.080000 sec): 3 clusters
  Score: Raw -122463.997841 + Penalty 2239.778417 = -120224.219424
  nChanged 6
		SP:Iteration 10Q (29664.180000 sec): 3 clusters
  Score: Raw -122468.973187 + Penalty 2239.778417 = -120229.194771
  nChanged 5
		SP:Iteration 11Q (29664.330000 sec): 3 clusters
  Score: Raw -122475.843521 + Penalty 2239.778417 = -120236.065105
  nChanged 2
		SP:Iteration 12Q (29664.460000 sec): 3 clusters
  Score: Raw -122476.815156 + Penalty 2239.778417 = -120237.036739
  nChanged 1
		SP:Iteration 13Q (29664.610000 sec): 3 clusters
  Score: Raw -122477.037132 + Penalty 2239.778417 = -120237.258715
  nChanged 0
		SP:Iteration 14F (29664.750000 sec): 3 clusters
  Score: Raw -122477.037132 + Penalty 2239.778417 = -120237.258715
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 42 (425 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (29664.810000 sec): 2 clusters
  Score: Raw -46166.485969 + Penalty 983.464490 = -45183.021479
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (29664.980000 sec): 3 clusters
  Score: Raw -46196.724589 + Penalty 1966.928980 = -44229.795609
  nChanged 94
		SP:Iteration 1F (29665.140000 sec): 3 clusters
  Score: Raw -46372.988485 + Penalty 1966.928980 = -44406.059505
  nChanged 31
		SP:Iteration 2F (29665.280000 sec): 3 clusters
  Score: Raw -46467.362833 + Penalty 1966.928980 = -44500.433853
  nChanged 19
		SP:Iteration 3Q (29665.420000 sec): 3 clusters
  Score: Raw -46548.998559 + Penalty 1966.928980 = -44582.069579
  nChanged 17
		SP:Iteration 4Q (29665.600000 sec): 3 clusters
  Score: Raw -46646.906048 + Penalty 1966.928980 = -44679.977068
  nChanged 13
		SP:Iteration 5Q (29665.730000 sec): 3 clusters
  Score: Raw -46690.721129 + Penalty 1966.928980 = -44723.792149
  nChanged 9
		SP:Iteration 6Q (29665.900000 sec): 3 clusters
  Score: Raw -46727.780447 + Penalty 1966.928980 = -44760.851467
  nChanged 8
		SP:Iteration 7Q (29666.040000 sec): 3 clusters
  Score: Raw -46761.436974 + Penalty 1966.928980 = -44794.507994
  nChanged 3
		SP:Iteration 8Q (29666.160000 sec): 3 clusters
  Score: Raw -46769.589315 + Penalty 1966.928980 = -44802.660336
  nChanged 1
		SP:Iteration 9Q (29666.340000 sec): 3 clusters
  Score: Raw -46773.050576 + Penalty 1966.928980 = -44806.121596
  nChanged 1
		SP:Iteration 10Q (29666.520000 sec): 3 clusters
  Score: Raw -46776.832693 + Penalty 1966.928980 = -44809.903713
  nChanged 2
		SP:Iteration 11Q (29666.700000 sec): 3 clusters
  Score: Raw -46780.534167 + Penalty 1966.928980 = -44813.605187
  nChanged 2
		SP:Iteration 12Q (29666.890000 sec): 3 clusters
  Score: Raw -46790.803902 + Penalty 1966.928980 = -44823.874922
  nChanged 3
		SP:Iteration 13Q (29667.010000 sec): 3 clusters
  Score: Raw -46802.042142 + Penalty 1966.928980 = -44835.113162
  nChanged 4
		SP:Iteration 14Q (29667.160000 sec): 3 clusters
  Score: Raw -46823.217643 + Penalty 1966.928980 = -44856.288663
  nChanged 5
		SP:Iteration 15Q (29667.290000 sec): 3 clusters
  Score: Raw -46843.229283 + Penalty 1966.928980 = -44876.300303
  nChanged 5
		SP:Iteration 16Q (29667.470000 sec): 3 clusters
  Score: Raw -46855.106678 + Penalty 1966.928980 = -44888.177699
  nChanged 1
		SP:Iteration 17Q (29667.600000 sec): 3 clusters
  Score: Raw -46858.156235 + Penalty 1966.928980 = -44891.227255
  nChanged 0
		SP:Iteration 18F (29667.740000 sec): 3 clusters
  Score: Raw -46864.541015 + Penalty 1966.928980 = -44897.612035
  nChanged 1
		SP:Iteration 19Q (29667.830000 sec): 3 clusters
  Score: Raw -46889.540735 + Penalty 1966.928980 = -44922.611755
  nChanged 2
		SP:Iteration 20F (29667.990000 sec): 3 clusters
  Score: Raw -46902.471117 + Penalty 1966.928980 = -44935.542137
  nChanged 1
		SP:Iteration 21Q (29668.160000 sec): 3 clusters
  Score: Raw -46903.302561 + Penalty 1966.928980 = -44936.373581
  nChanged 0
		SP:Iteration 22F (29668.330000 sec): 3 clusters
  Score: Raw -46903.302561 + Penalty 1966.928980 = -44936.373581
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 43 (3015 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (29668.440000 sec): 2 clusters
  Score: Raw -336414.823158 + Penalty 1301.845205 = -335112.977953
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (29668.650000 sec): 3 clusters
  Score: Raw -335011.585032 + Penalty 2603.690410 = -332407.894622
  nChanged 1146
		SP:Iteration 1F (29668.790000 sec): 3 clusters
  Score: Raw -335693.651574 + Penalty 2603.690410 = -333089.961163
  nChanged 239
		SP:Iteration 2F (29668.920000 sec): 3 clusters
  Score: Raw -335890.665645 + Penalty 2603.690410 = -333286.975235
  nChanged 208
		SP:Iteration 3F (29669.060000 sec): 3 clusters
  Score: Raw -336084.838416 + Penalty 2603.690410 = -333481.148006
  nChanged 186
		SP:Iteration 4F (29669.200000 sec): 3 clusters
  Score: Raw -336256.534021 + Penalty 2603.690410 = -333652.843611
  nChanged 154
		SP:Iteration 5F (29669.330000 sec): 3 clusters
  Score: Raw -336368.384576 + Penalty 2603.690410 = -333764.694165
  nChanged 113
		SP:Iteration 6Q (29669.470000 sec): 3 clusters
  Score: Raw -336445.971113 + Penalty 2603.690410 = -333842.280703
  nChanged 90
		SP:Iteration 7Q (29669.600000 sec): 3 clusters
  Score: Raw -336511.824484 + Penalty 2603.690410 = -333908.134074
  nChanged 102
		SP:Iteration 8Q (29669.740000 sec): 3 clusters
  Score: Raw -336590.589208 + Penalty 2603.690410 = -333986.898797
  nChanged 87
		SP:Iteration 9Q (29669.870000 sec): 3 clusters
  Score: Raw -336660.633854 + Penalty 2603.690410 = -334056.943444
  nChanged 86
		SP:Iteration 10Q (29670.050000 sec): 3 clusters
  Score: Raw -336743.630646 + Penalty 2603.690410 = -334139.940235
  nChanged 88
		SP:Iteration 11Q (29670.210000 sec): 3 clusters
  Score: Raw -336818.940016 + Penalty 2603.690410 = -334215.249606
  nChanged 76
		SP:Iteration 12Q (29670.390000 sec): 3 clusters
  Score: Raw -336892.264816 + Penalty 2603.690410 = -334288.574405
  nChanged 64
		SP:Iteration 13Q (29670.540000 sec): 3 clusters
  Score: Raw -336939.537054 + Penalty 2603.690410 = -334335.846643
  nChanged 52
		SP:Iteration 14Q (29670.700000 sec): 3 clusters
  Score: Raw -336983.407529 + Penalty 2603.690410 = -334379.717118
  nChanged 55
		SP:Iteration 15Q (29670.920000 sec): 3 clusters
  Score: Raw -337027.067183 + Penalty 2603.690410 = -334423.376772
  nChanged 42
		SP:Iteration 16Q (29671.070000 sec): 3 clusters
  Score: Raw -337061.264860 + Penalty 2603.690410 = -334457.574449
  nChanged 29
		SP:Iteration 17Q (29671.290000 sec): 3 clusters
  Score: Raw -337071.923902 + Penalty 2603.690410 = -334468.233492
  nChanged 16
		SP:Iteration 18Q (29671.450000 sec): 3 clusters
  Score: Raw -337076.602271 + Penalty 2603.690410 = -334472.911860
  nChanged 7
		SP:Iteration 19Q (29671.590000 sec): 3 clusters
  Score: Raw -337079.039742 + Penalty 2603.690410 = -334475.349332
  nChanged 5
		SP:Iteration 20F (29671.740000 sec): 3 clusters
  Score: Raw -337087.499338 + Penalty 2603.690410 = -334483.808928
  nChanged 10
		SP:Iteration 21Q (29671.930000 sec): 3 clusters
  Score: Raw -337098.465604 + Penalty 2603.690410 = -334494.775193
  nChanged 14
		SP:Iteration 22Q (29672.090000 sec): 3 clusters
  Score: Raw -337105.898597 + Penalty 2603.690410 = -334502.208187
  nChanged 17
		SP:Iteration 23Q (29672.240000 sec): 3 clusters
  Score: Raw -337116.419097 + Penalty 2603.690410 = -334512.728686
  nChanged 13
		SP:Iteration 24Q (29672.400000 sec): 3 clusters
  Score: Raw -337123.446845 + Penalty 2603.690410 = -334519.756435
  nChanged 10
		SP:Iteration 25Q (29672.570000 sec): 3 clusters
  Score: Raw -337127.102668 + Penalty 2603.690410 = -334523.412257
  nChanged 11
		SP:Iteration 26Q (29672.770000 sec): 3 clusters
  Score: Raw -337132.129753 + Penalty 2603.690410 = -334528.439342
  nChanged 13
		SP:Iteration 27Q (29672.900000 sec): 3 clusters
  Score: Raw -337140.392147 + Penalty 2603.690410 = -334536.701736
  nChanged 12
		SP:Iteration 28Q (29673.080000 sec): 3 clusters
  Score: Raw -337148.442655 + Penalty 2603.690410 = -334544.752245
  nChanged 15
		SP:Iteration 29Q (29673.210000 sec): 3 clusters
  Score: Raw -337161.316127 + Penalty 2603.690410 = -334557.625717
  nChanged 16
		SP:Iteration 30Q (29673.380000 sec): 3 clusters
  Score: Raw -337172.159219 + Penalty 2603.690410 = -334568.468809
  nChanged 19
		SP:Iteration 31Q (29673.540000 sec): 3 clusters
  Score: Raw -337180.238684 + Penalty 2603.690410 = -334576.548273
  nChanged 8
		SP:Iteration 32Q (29673.680000 sec): 3 clusters
  Score: Raw -337183.891873 + Penalty 2603.690410 = -334580.201462
  nChanged 7
		SP:Iteration 33Q (29673.840000 sec): 3 clusters
  Score: Raw -337187.632097 + Penalty 2603.690410 = -334583.941687
  nChanged 7
		SP:Iteration 34Q (29674.020000 sec): 3 clusters
  Score: Raw -337191.197420 + Penalty 2603.690410 = -334587.507010
  nChanged 3
		SP:Iteration 35Q (29674.170000 sec): 3 clusters
  Score: Raw -337191.846083 + Penalty 2603.690410 = -334588.155673
  nChanged 3
		SP:Iteration 36Q (29674.360000 sec): 3 clusters
  Score: Raw -337192.665984 + Penalty 2603.690410 = -334588.975573
  nChanged 3
		SP:Iteration 37Q (29674.530000 sec): 3 clusters
  Score: Raw -337193.582752 + Penalty 2603.690410 = -334589.892342
  nChanged 1
		SP:Iteration 38Q (29674.710000 sec): 3 clusters
  Score: Raw -337193.669979 + Penalty 2603.690410 = -334589.979569
  nChanged 2
		SP:Iteration 39Q (29674.910000 sec): 3 clusters
  Score: Raw -337194.088650 + Penalty 2603.690410 = -334590.398240
  nChanged 1
		SP:Iteration 40F (29675.070000 sec): 3 clusters
  Score: Raw -337194.416569 + Penalty 2603.690410 = -334590.726159
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 44 (538 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (29675.190000 sec): 2 clusters
  Score: Raw -59259.899920 + Penalty 1021.777016 = -58238.122904
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (29675.370000 sec): 3 clusters
  Score: Raw -59219.078924 + Penalty 2043.554032 = -57175.524892
  nChanged 137
		SP:Iteration 1F (29675.540000 sec): 3 clusters
  Score: Raw -59456.575966 + Penalty 2043.554032 = -57413.021934
  nChanged 34
		SP:Iteration 2F (29675.680000 sec): 3 clusters
  Score: Raw -59505.537753 + Penalty 2043.554032 = -57461.983721
  nChanged 17
		SP:Iteration 3Q (29675.870000 sec): 3 clusters
  Score: Raw -59533.587928 + Penalty 2043.554032 = -57490.033896
  nChanged 11
		SP:Iteration 4Q (29676.050000 sec): 3 clusters
  Score: Raw -59551.947826 + Penalty 2043.554032 = -57508.393794
  nChanged 9
		SP:Iteration 5Q (29676.170000 sec): 3 clusters
  Score: Raw -59580.729670 + Penalty 2043.554032 = -57537.175638
  nChanged 8
		SP:Iteration 6Q (29676.340000 sec): 3 clusters
  Score: Raw -59594.503192 + Penalty 2043.554032 = -57550.949160
  nChanged 8
		SP:Iteration 7Q (29676.510000 sec): 3 clusters
  Score: Raw -59614.112874 + Penalty 2043.554032 = -57570.558842
  nChanged 7
		SP:Iteration 8Q (29676.690000 sec): 3 clusters
  Score: Raw -59625.573679 + Penalty 2043.554032 = -57582.019647
  nChanged 5
		SP:Iteration 9Q (29676.850000 sec): 3 clusters
  Score: Raw -59641.773702 + Penalty 2043.554032 = -57598.219670
  nChanged 5
		SP:Iteration 10Q (29677.050000 sec): 3 clusters
  Score: Raw -59659.231611 + Penalty 2043.554032 = -57615.677579
  nChanged 4
		SP:Iteration 11Q (29677.210000 sec): 3 clusters
  Score: Raw -59673.610023 + Penalty 2043.554032 = -57630.055991
  nChanged 8
		SP:Iteration 12Q (29677.410000 sec): 3 clusters
  Score: Raw -59693.033129 + Penalty 2043.554032 = -57649.479097
  nChanged 5
		SP:Iteration 13Q (29677.590000 sec): 3 clusters
  Score: Raw -59701.236507 + Penalty 2043.554032 = -57657.682475
  nChanged 2
		SP:Iteration 14Q (29677.750000 sec): 3 clusters
  Score: Raw -59705.064160 + Penalty 2043.554032 = -57661.510128
  nChanged 2
		SP:Iteration 15Q (29677.920000 sec): 3 clusters
  Score: Raw -59708.591914 + Penalty 2043.554032 = -57665.037882
  nChanged 0
		SP:Iteration 16F (29678.080000 sec): 3 clusters
  Score: Raw -59708.591914 + Penalty 2043.554032 = -57665.037882
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 45 (2868 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (29678.190000 sec): 2 clusters
  Score: Raw -354342.319043 + Penalty 1293.722658 = -353048.596385
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (29678.330000 sec): 3 clusters
  Score: Raw -353017.778200 + Penalty 2587.445316 = -350430.332885
  nChanged 1103
		SP:Iteration 1F (29678.460000 sec): 3 clusters
  Score: Raw -353711.304043 + Penalty 2587.445316 = -351123.858728
  nChanged 223
		SP:Iteration 2F (29678.590000 sec): 3 clusters
  Score: Raw -353869.528833 + Penalty 2587.445316 = -351282.083517
  nChanged 151
		SP:Iteration 3F (29678.730000 sec): 3 clusters
  Score: Raw -353974.965477 + Penalty 2587.445316 = -351387.520161
  nChanged 120
		SP:Iteration 4Q (29678.870000 sec): 3 clusters
  Score: Raw -354064.426468 + Penalty 2587.445316 = -351476.981152
  nChanged 116
		SP:Iteration 5Q (29679.000000 sec): 3 clusters
  Score: Raw -354142.387458 + Penalty 2587.445316 = -351554.942142
  nChanged 110
		SP:Iteration 6Q (29679.130000 sec): 3 clusters
  Score: Raw -354224.667501 + Penalty 2587.445316 = -351637.222185
  nChanged 110
		SP:Iteration 7Q (29679.230000 sec): 3 clusters
  Score: Raw -354304.562018 + Penalty 2587.445316 = -351717.116703
  nChanged 100
		SP:Iteration 8Q (29679.410000 sec): 3 clusters
  Score: Raw -354377.107218 + Penalty 2587.445316 = -351789.661903
  nChanged 78
		SP:Iteration 9Q (29679.570000 sec): 3 clusters
  Score: Raw -354437.458034 + Penalty 2587.445316 = -351850.012718
  nChanged 55
		SP:Iteration 10Q (29679.700000 sec): 3 clusters
  Score: Raw -354478.145825 + Penalty 2587.445316 = -351890.700510
  nChanged 45
		SP:Iteration 11Q (29679.870000 sec): 3 clusters
  Score: Raw -354506.342930 + Penalty 2587.445316 = -351918.897614
  nChanged 41
		SP:Iteration 12Q (29680.090000 sec): 3 clusters
  Score: Raw -354535.504780 + Penalty 2587.445316 = -351948.059464
  nChanged 42
		SP:Iteration 13Q (29680.230000 sec): 3 clusters
  Score: Raw -354557.311891 + Penalty 2587.445316 = -351969.866575
  nChanged 29
		SP:Iteration 14Q (29680.430000 sec): 3 clusters
  Score: Raw -354572.961990 + Penalty 2587.445316 = -351985.516675
  nChanged 26
		SP:Iteration 15Q (29680.630000 sec): 3 clusters
  Score: Raw -354583.986442 + Penalty 2587.445316 = -351996.541126
  nChanged 19
		SP:Iteration 16Q (29680.820000 sec): 3 clusters
  Score: Raw -354592.562186 + Penalty 2587.445316 = -352005.116870
  nChanged 14
		SP:Iteration 17Q (29680.960000 sec): 3 clusters
  Score: Raw -354599.853452 + Penalty 2587.445316 = -352012.408136
  nChanged 12
		SP:Iteration 18Q (29681.120000 sec): 3 clusters
  Score: Raw -354604.822716 + Penalty 2587.445316 = -352017.377400
  nChanged 11
		SP:Iteration 19Q (29681.280000 sec): 3 clusters
  Score: Raw -354609.477373 + Penalty 2587.445316 = -352022.032057
  nChanged 9
		SP:Iteration 20F (29681.410000 sec): 3 clusters
  Score: Raw -354614.810575 + Penalty 2587.445316 = -352027.365259
  nChanged 10
		SP:Iteration 21Q (29681.530000 sec): 3 clusters
  Score: Raw -354620.167205 + Penalty 2587.445316 = -352032.721889
  nChanged 7
		SP:Iteration 22Q (29681.710000 sec): 3 clusters
  Score: Raw -354622.598672 + Penalty 2587.445316 = -352035.153357
  nChanged 5
		SP:Iteration 23Q (29681.860000 sec): 3 clusters
  Score: Raw -354624.788174 + Penalty 2587.445316 = -352037.342858
  nChanged 3
		SP:Iteration 24Q (29682.030000 sec): 3 clusters
  Score: Raw -354625.285208 + Penalty 2587.445316 = -352037.839893
  nChanged 0
		SP:Iteration 25F (29682.210000 sec): 3 clusters
  Score: Raw -354625.285208 + Penalty 2587.445316 = -352037.839893
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 46 (380 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (29682.290000 sec): 2 clusters
  Score: Raw -31651.068814 + Penalty 965.277829 = -30685.790986
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (29682.460000 sec): 3 clusters
  Score: Raw -31765.786390 + Penalty 1930.555657 = -29835.230733
  nChanged 95
		SP:Iteration 1F (29682.630000 sec): 3 clusters
  Score: Raw -32116.722626 + Penalty 1930.555657 = -30186.166969
  nChanged 32
		SP:Iteration 2F (29682.790000 sec): 3 clusters
  Score: Raw -32261.104051 + Penalty 1930.555657 = -30330.548394
  nChanged 23
		SP:Iteration 3F (29682.920000 sec): 3 clusters
  Score: Raw -32383.868037 + Penalty 1930.555657 = -30453.312380
  nChanged 18
		SP:Iteration 4Q (29683.050000 sec): 3 clusters
  Score: Raw -32481.817167 + Penalty 1930.555657 = -30551.261510
  nChanged 7
		SP:Iteration 5Q (29683.220000 sec): 3 clusters
  Score: Raw -32516.284945 + Penalty 1930.555657 = -30585.729288
  nChanged 3
		SP:Iteration 6Q (29683.360000 sec): 3 clusters
  Score: Raw -32555.374247 + Penalty 1930.555657 = -30624.818590
  nChanged 6
		SP:Iteration 7Q (29683.520000 sec): 3 clusters
  Score: Raw -32593.081083 + Penalty 1930.555657 = -30662.525426
  nChanged 7
		SP:Iteration 8Q (29683.740000 sec): 3 clusters
  Score: Raw -32623.309358 + Penalty 1930.555657 = -30692.753701
  nChanged 3
		SP:Iteration 9Q (29683.920000 sec): 3 clusters
  Score: Raw -32645.883509 + Penalty 1930.555657 = -30715.327852
  nChanged 1
		SP:Iteration 10Q (29684.060000 sec): 3 clusters
  Score: Raw -32650.287327 + Penalty 1930.555657 = -30719.731670
  nChanged 0
		SP:Iteration 11F (29684.240000 sec): 3 clusters
  Score: Raw -32650.287327 + Penalty 1930.555657 = -30719.731670
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 72.
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 47 (1529 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (29684.340000 sec): 2 clusters
  Score: Raw -182353.141640 + Penalty 1191.509996 = -181161.631644
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (29684.530000 sec): 3 clusters
  Score: Raw -181781.084050 + Penalty 2383.019992 = -179398.064058
  nChanged 468
		SP:Iteration 1F (29684.650000 sec): 3 clusters
  Score: Raw -182114.574563 + Penalty 2383.019992 = -179731.554571
  nChanged 122
		SP:Iteration 2F (29684.780000 sec): 3 clusters
  Score: Raw -182259.966599 + Penalty 2383.019992 = -179876.946607
  nChanged 95
		SP:Iteration 3F (29684.980000 sec): 3 clusters
  Score: Raw -182351.066997 + Penalty 2383.019992 = -179968.047005
  nChanged 70
		SP:Iteration 4Q (29685.160000 sec): 3 clusters
  Score: Raw -182436.561159 + Penalty 2383.019992 = -180053.541167
  nChanged 67
		SP:Iteration 5Q (29685.290000 sec): 3 clusters
  Score: Raw -182497.538926 + Penalty 2383.019992 = -180114.518934
  nChanged 45
		SP:Iteration 6Q (29685.500000 sec): 3 clusters
  Score: Raw -182533.418209 + Penalty 2383.019992 = -180150.398217
  nChanged 35
		SP:Iteration 7Q (29685.630000 sec): 3 clusters
  Score: Raw -182558.772278 + Penalty 2383.019992 = -180175.752286
  nChanged 30
		SP:Iteration 8Q (29685.800000 sec): 3 clusters
  Score: Raw -182585.967616 + Penalty 2383.019992 = -180202.947624
  nChanged 30
		SP:Iteration 9Q (29685.940000 sec): 3 clusters
  Score: Raw -182614.607076 + Penalty 2383.019992 = -180231.587084
  nChanged 30
		SP:Iteration 10Q (29686.110000 sec): 3 clusters
  Score: Raw -182641.978427 + Penalty 2383.019992 = -180258.958435
  nChanged 31
		SP:Iteration 11Q (29686.290000 sec): 3 clusters
  Score: Raw -182669.838375 + Penalty 2383.019992 = -180286.818383
  nChanged 22
		SP:Iteration 12Q (29686.470000 sec): 3 clusters
  Score: Raw -182684.979613 + Penalty 2383.019992 = -180301.959621
  nChanged 12
		SP:Iteration 13Q (29686.640000 sec): 3 clusters
  Score: Raw -182695.274874 + Penalty 2383.019992 = -180312.254882
  nChanged 15
		SP:Iteration 14Q (29686.820000 sec): 3 clusters
  Score: Raw -182706.772882 + Penalty 2383.019992 = -180323.752890
  nChanged 13
		SP:Iteration 15Q (29687.000000 sec): 3 clusters
  Score: Raw -182715.701709 + Penalty 2383.019992 = -180332.681717
  nChanged 4
		SP:Iteration 16Q (29687.170000 sec): 3 clusters
  Score: Raw -182717.497776 + Penalty 2383.019992 = -180334.477784
  nChanged 6
		SP:Iteration 17Q (29687.340000 sec): 3 clusters
  Score: Raw -182721.461845 + Penalty 2383.019992 = -180338.441853
  nChanged 3
		SP:Iteration 18Q (29687.510000 sec): 3 clusters
  Score: Raw -182723.893258 + Penalty 2383.019992 = -180340.873266
  nChanged 5
		SP:Iteration 19Q (29687.610000 sec): 3 clusters
  Score: Raw -182726.288588 + Penalty 2383.019992 = -180343.268596
  nChanged 1
		SP:Iteration 20F (29687.760000 sec): 3 clusters
  Score: Raw -182727.058673 + Penalty 2383.019992 = -180344.038681
  nChanged 3
		SP:Iteration 21Q (29687.910000 sec): 3 clusters
  Score: Raw -182729.758807 + Penalty 2383.019992 = -180346.738815
  nChanged 2
		SP:Iteration 22Q (29688.080000 sec): 3 clusters
  Score: Raw -182730.694445 + Penalty 2383.019992 = -180347.674453
  nChanged 1
		SP:Iteration 23Q (29688.230000 sec): 3 clusters
  Score: Raw -182731.555602 + Penalty 2383.019992 = -180348.535610
  nChanged 1
		SP:Iteration 24Q (29688.440000 sec): 3 clusters
  Score: Raw -182732.316329 + Penalty 2383.019992 = -180349.296337
  nChanged 2
		SP:Iteration 25Q (29688.580000 sec): 3 clusters
  Score: Raw -182733.065867 + Penalty 2383.019992 = -180350.045875
  nChanged 1
		SP:Iteration 26Q (29688.790000 sec): 3 clusters
  Score: Raw -182733.332611 + Penalty 2383.019992 = -180350.312619
  nChanged 1
		SP:Iteration 27Q (29688.920000 sec): 3 clusters
  Score: Raw -182734.062996 + Penalty 2383.019992 = -180351.043004
  nChanged 0
		SP:Iteration 28F (29689.080000 sec): 3 clusters
  Score: Raw -182734.062996 + Penalty 2383.019992 = -180351.043004
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 48 (1271 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (29689.160000 sec): 2 clusters
  Score: Raw -149713.174754 + Penalty 1161.478382 = -148551.696372
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (29689.380000 sec): 3 clusters
  Score: Raw -149300.649455 + Penalty 2322.956763 = -146977.692692
  nChanged 408
		SP:Iteration 1F (29689.520000 sec): 3 clusters
  Score: Raw -149761.698336 + Penalty 2322.956763 = -147438.741572
  nChanged 114
		SP:Iteration 2F (29689.650000 sec): 3 clusters
  Score: Raw -149887.804833 + Penalty 2322.956763 = -147564.848070
  nChanged 82
		SP:Iteration 3F (29689.810000 sec): 3 clusters
  Score: Raw -149980.630519 + Penalty 2322.956763 = -147657.673756
  nChanged 68
		SP:Iteration 4F (29689.980000 sec): 3 clusters
  Score: Raw -150061.981751 + Penalty 2322.956763 = -147739.024988
  nChanged 60
		SP:Iteration 5Q (29690.140000 sec): 3 clusters
  Score: Raw -150134.614600 + Penalty 2322.956763 = -147811.657837
  nChanged 51
		SP:Iteration 6Q (29690.310000 sec): 3 clusters
  Score: Raw -150193.500632 + Penalty 2322.956763 = -147870.543869
  nChanged 49
		SP:Iteration 7Q (29690.540000 sec): 3 clusters
  Score: Raw -150252.297700 + Penalty 2322.956763 = -147929.340937
  nChanged 43
		SP:Iteration 8Q (29690.680000 sec): 3 clusters
  Score: Raw -150305.212552 + Penalty 2322.956763 = -147982.255789
  nChanged 45
		SP:Iteration 9Q (29690.800000 sec): 3 clusters
  Score: Raw -150357.997676 + Penalty 2322.956763 = -148035.040913
  nChanged 35
		SP:Iteration 10Q (29690.920000 sec): 3 clusters
  Score: Raw -150408.999871 + Penalty 2322.956763 = -148086.043107
  nChanged 27
		SP:Iteration 11Q (29691.050000 sec): 3 clusters
  Score: Raw -150445.670994 + Penalty 2322.956763 = -148122.714230
  nChanged 22
		SP:Iteration 12Q (29691.180000 sec): 3 clusters
  Score: Raw -150473.233307 + Penalty 2322.956763 = -148150.276544
  nChanged 16
		SP:Iteration 13Q (29691.310000 sec): 3 clusters
  Score: Raw -150495.516648 + Penalty 2322.956763 = -148172.559885
  nChanged 14
		SP:Iteration 14Q (29691.440000 sec): 3 clusters
  Score: Raw -150512.286195 + Penalty 2322.956763 = -148189.329432
  nChanged 12
		SP:Iteration 15Q (29691.540000 sec): 3 clusters
  Score: Raw -150524.948512 + Penalty 2322.956763 = -148201.991749
  nChanged 11
		SP:Iteration 16Q (29691.670000 sec): 3 clusters
  Score: Raw -150536.746597 + Penalty 2322.956763 = -148213.789834
  nChanged 5
		SP:Iteration 17Q (29691.860000 sec): 3 clusters
  Score: Raw -150540.412625 + Penalty 2322.956763 = -148217.455862
  nChanged 4
		SP:Iteration 18Q (29691.980000 sec): 3 clusters
  Score: Raw -150543.861718 + Penalty 2322.956763 = -148220.904955
  nChanged 1
		SP:Iteration 19Q (29692.140000 sec): 3 clusters
  Score: Raw -150544.948031 + Penalty 2322.956763 = -148221.991267
  nChanged 0
		SP:Iteration 20F (29692.290000 sec): 3 clusters
  Score: Raw -150569.882190 + Penalty 2322.956763 = -148246.925427
  nChanged 4
		SP:Iteration 21Q (29692.480000 sec): 3 clusters
  Score: Raw -150646.581503 + Penalty 2322.956763 = -148323.624740
  nChanged 15
		SP:Iteration 22Q (29692.580000 sec): 3 clusters
  Score: Raw -150689.810083 + Penalty 2322.956763 = -148366.853319
  nChanged 6
		SP:Iteration 23Q (29692.700000 sec): 3 clusters
  Score: Raw -150703.326100 + Penalty 2322.956763 = -148380.369337
  nChanged 5
		SP:Iteration 24Q (29692.860000 sec): 3 clusters
  Score: Raw -150717.244862 + Penalty 2322.956763 = -148394.288099
  nChanged 1
		SP:Iteration 25Q (29692.950000 sec): 3 clusters
  Score: Raw -150718.211172 + Penalty 2322.956763 = -148395.254409
  nChanged 0
		SP:Iteration 26F (29693.090000 sec): 3 clusters
  Score: Raw -150718.211172 + Penalty 2322.956763 = -148395.254409
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 49 (300 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (29693.190000 sec): 2 clusters
  Score: Raw -19040.580434 + Penalty 926.864652 = -18113.715781
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (29693.300000 sec): 3 clusters
  Score: Raw -19131.401002 + Penalty 1853.729304 = -17277.671698
  nChanged 68
		SP:Iteration 1F (29693.430000 sec): 3 clusters
  Score: Raw -19340.457965 + Penalty 1853.729304 = -17486.728661
  nChanged 26
		SP:Iteration 2F (29693.620000 sec): 3 clusters
  Score: Raw -19445.314578 + Penalty 1853.729304 = -17591.585274
  nChanged 12
		SP:Iteration 3Q (29693.810000 sec): 3 clusters
  Score: Raw -19478.032432 + Penalty 1853.729304 = -17624.303128
  nChanged 5
		SP:Iteration 4Q (29693.940000 sec): 3 clusters
  Score: Raw -19513.294077 + Penalty 1853.729304 = -17659.564772
  nChanged 6
		SP:Iteration 5Q (29694.110000 sec): 3 clusters
  Score: Raw -19541.699825 + Penalty 1853.729304 = -17687.970520
  nChanged 3
		SP:Iteration 6Q (29694.240000 sec): 3 clusters
  Score: Raw -19573.949125 + Penalty 1853.729304 = -17720.219821
  nChanged 2
		SP:Iteration 7Q (29694.400000 sec): 3 clusters
  Score: Raw -19584.247989 + Penalty 1853.729304 = -17730.518685
  nChanged 0
		SP:Iteration 8F (29694.520000 sec): 3 clusters
  Score: Raw -19584.247989 + Penalty 1853.729304 = -17730.518685
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 50 (8200 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (29694.620000 sec): 2 clusters
  Score: Raw -995143.134206 + Penalty 1464.432033 = -993678.702173
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (29694.800000 sec): 3 clusters
  Score: Raw -990572.006276 + Penalty 2928.864066 = -987643.142210
  nChanged 3533
		SP:Iteration 1F (29694.960000 sec): 3 clusters
  Score: Raw -992526.639475 + Penalty 2928.864066 = -989597.775409
  nChanged 516
		SP:Iteration 2F (29695.160000 sec): 3 clusters
  Score: Raw -992764.905071 + Penalty 2928.864066 = -989836.041006
  nChanged 421
		SP:Iteration 3F (29695.310000 sec): 3 clusters
  Score: Raw -992959.404265 + Penalty 2928.864066 = -990030.540199
  nChanged 408
		SP:Iteration 4Q (29695.530000 sec): 3 clusters
  Score: Raw -993177.664075 + Penalty 2928.864066 = -990248.800009
  nChanged 400
		SP:Iteration 5Q (29695.700000 sec): 3 clusters
  Score: Raw -993409.673589 + Penalty 2928.864066 = -990480.809523
  nChanged 414
		SP:Iteration 6F (29695.910000 sec): 3 clusters
  Score: Raw -993671.444634 + Penalty 2928.864066 = -990742.580568
  nChanged 429
		SP:Iteration 7F (29696.100000 sec): 3 clusters
  Score: Raw -993984.153837 + Penalty 2928.864066 = -991055.289772
  nChanged 393
		SP:Iteration 8Q (29696.290000 sec): 3 clusters
  Score: Raw -994276.113413 + Penalty 2928.864066 = -991347.249347
  nChanged 348
		SP:Iteration 9Q (29696.510000 sec): 3 clusters
  Score: Raw -994555.637066 + Penalty 2928.864066 = -991626.773000
  nChanged 274
		SP:Iteration 10Q (29696.740000 sec): 3 clusters
  Score: Raw -994773.452313 + Penalty 2928.864066 = -991844.588247
  nChanged 192
		SP:Iteration 11Q (29696.960000 sec): 3 clusters
  Score: Raw -994923.271860 + Penalty 2928.864066 = -991994.407795
  nChanged 142
		SP:Iteration 12Q (29697.110000 sec): 3 clusters
  Score: Raw -995034.707573 + Penalty 2928.864066 = -992105.843507
  nChanged 92
		SP:Iteration 13Q (29697.320000 sec): 3 clusters
  Score: Raw -995111.597246 + Penalty 2928.864066 = -992182.733180
  nChanged 60
		SP:Iteration 14Q (29697.570000 sec): 3 clusters
  Score: Raw -995163.762694 + Penalty 2928.864066 = -992234.898628
  nChanged 66
		SP:Iteration 15Q (29697.770000 sec): 3 clusters
  Score: Raw -995216.138377 + Penalty 2928.864066 = -992287.274311
  nChanged 38
		SP:Iteration 16Q (29697.950000 sec): 3 clusters
  Score: Raw -995256.646615 + Penalty 2928.864066 = -992327.782549
  nChanged 34
		SP:Iteration 17Q (29698.150000 sec): 3 clusters
  Score: Raw -995287.538549 + Penalty 2928.864066 = -992358.674483
  nChanged 23
		SP:Iteration 18Q (29698.360000 sec): 3 clusters
  Score: Raw -995301.684391 + Penalty 2928.864066 = -992372.820325
  nChanged 12
		SP:Iteration 19Q (29698.570000 sec): 3 clusters
  Score: Raw -995313.448643 + Penalty 2928.864066 = -992384.584577
  nChanged 16
		SP:Iteration 20F (29698.740000 sec): 3 clusters
  Score: Raw -995324.029675 + Penalty 2928.864066 = -992395.165610
  nChanged 7
		SP:Iteration 21Q (29698.930000 sec): 3 clusters
  Score: Raw -995328.119090 + Penalty 2928.864066 = -992399.255024
  nChanged 4
		SP:Iteration 22Q (29699.090000 sec): 3 clusters
  Score: Raw -995331.356318 + Penalty 2928.864066 = -992402.492252
  nChanged 3
		SP:Iteration 23Q (29699.270000 sec): 3 clusters
  Score: Raw -995333.563182 + Penalty 2928.864066 = -992404.699116
  nChanged 3
		SP:Iteration 24Q (29699.440000 sec): 3 clusters
  Score: Raw -995335.382406 + Penalty 2928.864066 = -992406.518341
  nChanged 3
		SP:Iteration 25Q (29699.640000 sec): 3 clusters
  Score: Raw -995337.926362 + Penalty 2928.864066 = -992409.062296
  nChanged 2
		SP:Iteration 26Q (29699.780000 sec): 3 clusters
  Score: Raw -995339.128872 + Penalty 2928.864066 = -992410.264806
  nChanged 1
		SP:Iteration 27Q (29699.970000 sec): 3 clusters
  Score: Raw -995339.896815 + Penalty 2928.864066 = -992411.032749
  nChanged 0
		SP:Iteration 28F (29700.170000 sec): 3 clusters
  Score: Raw -995339.896815 + Penalty 2928.864066 = -992411.032749
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 51 (386 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (29700.260000 sec): 2 clusters
  Score: Raw -37054.053990 + Penalty 967.823573 = -36086.230417
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (29700.450000 sec): 3 clusters
  Score: Raw -37113.553373 + Penalty 1935.647145 = -35177.906228
  nChanged 93
		SP:Iteration 1F (29700.600000 sec): 3 clusters
  Score: Raw -37317.559740 + Penalty 1935.647145 = -35381.912595
  nChanged 25
		SP:Iteration 2F (29700.760000 sec): 3 clusters
  Score: Raw -37384.622256 + Penalty 1935.647145 = -35448.975110
  nChanged 13
		SP:Iteration 3Q (29700.890000 sec): 3 clusters
  Score: Raw -37423.151904 + Penalty 1935.647145 = -35487.504759
  nChanged 11
		SP:Iteration 4Q (29701.080000 sec): 3 clusters
  Score: Raw -37451.830826 + Penalty 1935.647145 = -35516.183681
  nChanged 11
		SP:Iteration 5Q (29701.220000 sec): 3 clusters
  Score: Raw -37521.312276 + Penalty 1935.647145 = -35585.665130
  nChanged 14
		SP:Iteration 6Q (29701.400000 sec): 3 clusters
  Score: Raw -37594.279852 + Penalty 1935.647145 = -35658.632707
  nChanged 8
		SP:Iteration 7Q (29701.590000 sec): 3 clusters
  Score: Raw -37621.351648 + Penalty 1935.647145 = -35685.704503
  nChanged 4
		SP:Iteration 8Q (29701.740000 sec): 3 clusters
  Score: Raw -37630.158901 + Penalty 1935.647145 = -35694.511756
  nChanged 0
		SP:Iteration 9F (29701.930000 sec): 3 clusters
  Score: Raw -37630.158901 + Penalty 1935.647145 = -35694.511756
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 52 (70 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (29702.010000 sec): 2 clusters
  Score: Raw -8367.593386 + Penalty 690.380477 = -7677.212909
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (29702.110000 sec): 3 clusters
  Score: Raw -8643.913921 + Penalty 1380.760954 = -7263.152967
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 53 (12735 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (29702.240000 sec): 2 clusters
  Score: Raw -1555225.077506 + Penalty 1535.967775 = -1553689.109731
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (29702.470000 sec): 3 clusters
  Score: Raw -1547938.895815 + Penalty 3071.935551 = -1544866.960264
  nChanged 5569
		SP:Iteration 1F (29702.700000 sec): 3 clusters
  Score: Raw -1550868.907000 + Penalty 3071.935551 = -1547796.971449
  nChanged 731
		SP:Iteration 2F (29702.920000 sec): 3 clusters
  Score: Raw -1551161.964615 + Penalty 3071.935551 = -1548090.029064
  nChanged 625
		SP:Iteration 3Q (29703.160000 sec): 3 clusters
  Score: Raw -1551437.745583 + Penalty 3071.935551 = -1548365.810032
  nChanged 627
		SP:Iteration 4Q (29703.380000 sec): 3 clusters
  Score: Raw -1551777.331688 + Penalty 3071.935551 = -1548705.396137
  nChanged 684
		SP:Iteration 5F (29703.630000 sec): 3 clusters
  Score: Raw -1552185.016778 + Penalty 3071.935551 = -1549113.081227
  nChanged 740
		SP:Iteration 6F (29703.840000 sec): 3 clusters
  Score: Raw -1552697.687649 + Penalty 3071.935551 = -1549625.752098
  nChanged 787
		SP:Iteration 7F (29704.110000 sec): 3 clusters
  Score: Raw -1553346.633025 + Penalty 3071.935551 = -1550274.697474
  nChanged 776
		SP:Iteration 8F (29704.350000 sec): 3 clusters
  Score: Raw -1554022.786741 + Penalty 3071.935551 = -1550950.851190
  nChanged 602
		SP:Iteration 9Q (29704.570000 sec): 3 clusters
  Score: Raw -1554554.793354 + Penalty 3071.935551 = -1551482.857803
  nChanged 397
		SP:Iteration 10Q (29704.790000 sec): 3 clusters
  Score: Raw -1554907.047049 + Penalty 3071.935551 = -1551835.111498
  nChanged 207
		SP:Iteration 11Q (29705.010000 sec): 3 clusters
  Score: Raw -1555086.918509 + Penalty 3071.935551 = -1552014.982958
  nChanged 143
		SP:Iteration 12Q (29705.270000 sec): 3 clusters
  Score: Raw -1555207.554958 + Penalty 3071.935551 = -1552135.619407
  nChanged 97
		SP:Iteration 13Q (29705.440000 sec): 3 clusters
  Score: Raw -1555289.233928 + Penalty 3071.935551 = -1552217.298377
  nChanged 76
		SP:Iteration 14Q (29705.680000 sec): 3 clusters
  Score: Raw -1555353.435157 + Penalty 3071.935551 = -1552281.499607
  nChanged 45
		SP:Iteration 15Q (29705.930000 sec): 3 clusters
  Score: Raw -1555392.678276 + Penalty 3071.935551 = -1552320.742725
  nChanged 40
		SP:Iteration 16Q (29706.180000 sec): 3 clusters
  Score: Raw -1555427.993124 + Penalty 3071.935551 = -1552356.057574
  nChanged 36
		SP:Iteration 17Q (29706.370000 sec): 3 clusters
  Score: Raw -1555452.268537 + Penalty 3071.935551 = -1552380.332986
  nChanged 16
		SP:Iteration 18Q (29706.620000 sec): 3 clusters
  Score: Raw -1555465.772127 + Penalty 3071.935551 = -1552393.836576
  nChanged 12
		SP:Iteration 19Q (29706.850000 sec): 3 clusters
  Score: Raw -1555474.588469 + Penalty 3071.935551 = -1552402.652918
  nChanged 10
		SP:Iteration 20F (29707.060000 sec): 3 clusters
  Score: Raw -1555483.399704 + Penalty 3071.935551 = -1552411.464153
  nChanged 9
		SP:Iteration 21Q (29707.190000 sec): 3 clusters
  Score: Raw -1555489.780870 + Penalty 3071.935551 = -1552417.845319
  nChanged 6
		SP:Iteration 22Q (29707.420000 sec): 3 clusters
  Score: Raw -1555493.963448 + Penalty 3071.935551 = -1552422.027897
  nChanged 5
		SP:Iteration 23Q (29707.680000 sec): 3 clusters
  Score: Raw -1555496.607261 + Penalty 3071.935551 = -1552424.671710
  nChanged 4
		SP:Iteration 24Q (29707.920000 sec): 3 clusters
  Score: Raw -1555498.565953 + Penalty 3071.935551 = -1552426.630402
  nChanged 2
		SP:Iteration 25Q (29708.120000 sec): 3 clusters
  Score: Raw -1555499.393805 + Penalty 3071.935551 = -1552427.458254
  nChanged 2
		SP:Iteration 26Q (29708.370000 sec): 3 clusters
  Score: Raw -1555500.324281 + Penalty 3071.935551 = -1552428.388730
  nChanged 0
		SP:Iteration 27F (29708.580000 sec): 3 clusters
  Score: Raw -1555500.324281 + Penalty 3071.935551 = -1552428.388730
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 54 (469 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (29708.640000 sec): 2 clusters
  Score: Raw -41483.008867 + Penalty 999.472950 = -40483.535918
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (29708.810000 sec): 3 clusters
  Score: Raw -41499.161841 + Penalty 1998.945900 = -39500.215941
  nChanged 137
		SP:Iteration 1F (29709.020000 sec): 3 clusters
  Score: Raw -41870.980367 + Penalty 1998.945900 = -39872.034468
  nChanged 48
		SP:Iteration 2F (29709.130000 sec): 3 clusters
  Score: Raw -42050.843550 + Penalty 1998.945900 = -40051.897651
  nChanged 22
		SP:Iteration 3Q (29709.330000 sec): 3 clusters
  Score: Raw -42159.437663 + Penalty 1998.945900 = -40160.491763
  nChanged 16
		SP:Iteration 4Q (29709.450000 sec): 3 clusters
  Score: Raw -42296.961776 + Penalty 1998.945900 = -40298.015876
  nChanged 9
		SP:Iteration 5Q (29709.630000 sec): 3 clusters
  Score: Raw -42328.095376 + Penalty 1998.945900 = -40329.149476
  nChanged 10
		SP:Iteration 6Q (29709.740000 sec): 3 clusters
  Score: Raw -42369.501418 + Penalty 1998.945900 = -40370.555518
  nChanged 8
		SP:Iteration 7Q (29709.920000 sec): 3 clusters
  Score: Raw -42403.746674 + Penalty 1998.945900 = -40404.800774
  nChanged 6
		SP:Iteration 8Q (29710.140000 sec): 3 clusters
  Score: Raw -42438.120299 + Penalty 1998.945900 = -40439.174399
  nChanged 5
		SP:Iteration 9Q (29710.290000 sec): 3 clusters
  Score: Raw -42447.311365 + Penalty 1998.945900 = -40448.365465
  nChanged 3
		SP:Iteration 10Q (29710.450000 sec): 3 clusters
  Score: Raw -42454.191304 + Penalty 1998.945900 = -40455.245404
  nChanged 0
		SP:Iteration 11F (29710.670000 sec): 3 clusters
  Score: Raw -42465.218661 + Penalty 1998.945900 = -40466.272761
  nChanged 3
		SP:Iteration 12Q (29710.770000 sec): 3 clusters
  Score: Raw -42486.877763 + Penalty 1998.945900 = -40487.931863
  nChanged 2
		SP:Iteration 13Q (29710.930000 sec): 3 clusters
  Score: Raw -42501.030487 + Penalty 1998.945900 = -40502.084588
  nChanged 3
		SP:Iteration 14Q (29711.080000 sec): 3 clusters
  Score: Raw -42513.018639 + Penalty 1998.945900 = -40514.072740
  nChanged 2
		SP:Iteration 15Q (29711.180000 sec): 3 clusters
  Score: Raw -42520.667663 + Penalty 1998.945900 = -40521.721763
  nChanged 2
		SP:Iteration 16Q (29711.340000 sec): 3 clusters
  Score: Raw -42530.050708 + Penalty 1998.945900 = -40531.104809
  nChanged 2
		SP:Iteration 17Q (29711.500000 sec): 3 clusters
  Score: Raw -42534.689085 + Penalty 1998.945900 = -40535.743185
  nChanged 2
		SP:Iteration 18Q (29711.660000 sec): 3 clusters
  Score: Raw -42550.527669 + Penalty 1998.945900 = -40551.581770
  nChanged 0
		SP:Iteration 19F (29711.780000 sec): 3 clusters
  Score: Raw -42550.527669 + Penalty 1998.945900 = -40551.581770
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 73.
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 55 (9180 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (29711.940000 sec): 2 clusters
  Score: Raw -1153856.625901 + Penalty 1482.777154 = -1152373.848747
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (29712.150000 sec): 3 clusters
  Score: Raw -1148713.151731 + Penalty 2965.554307 = -1145747.597424
  nChanged 3982
		SP:Iteration 1F (29712.350000 sec): 3 clusters
  Score: Raw -1150827.588913 + Penalty 2965.554307 = -1147862.034605
  nChanged 524
		SP:Iteration 2F (29712.540000 sec): 3 clusters
  Score: Raw -1151058.986307 + Penalty 2965.554307 = -1148093.431999
  nChanged 445
		SP:Iteration 3Q (29712.740000 sec): 3 clusters
  Score: Raw -1151264.160041 + Penalty 2965.554307 = -1148298.605734
  nChanged 386
		SP:Iteration 4Q (29712.960000 sec): 3 clusters
  Score: Raw -1151439.264397 + Penalty 2965.554307 = -1148473.710090
  nChanged 389
		SP:Iteration 5Q (29713.150000 sec): 3 clusters
  Score: Raw -1151589.605186 + Penalty 2965.554307 = -1148624.050879
  nChanged 370
		SP:Iteration 6Q (29713.370000 sec): 3 clusters
  Score: Raw -1151731.030997 + Penalty 2965.554307 = -1148765.476690
  nChanged 310
		SP:Iteration 7Q (29713.570000 sec): 3 clusters
  Score: Raw -1151842.862707 + Penalty 2965.554307 = -1148877.308400
  nChanged 297
		SP:Iteration 8Q (29713.760000 sec): 3 clusters
  Score: Raw -1151949.602063 + Penalty 2965.554307 = -1148984.047756
  nChanged 302
		SP:Iteration 9Q (29713.970000 sec): 3 clusters
  Score: Raw -1152062.283843 + Penalty 2965.554307 = -1149096.729536
  nChanged 294
		SP:Iteration 10Q (29714.170000 sec): 3 clusters
  Score: Raw -1152177.200548 + Penalty 2965.554307 = -1149211.646241
  nChanged 277
		SP:Iteration 11Q (29714.400000 sec): 3 clusters
  Score: Raw -1152289.772904 + Penalty 2965.554307 = -1149324.218596
  nChanged 296
		SP:Iteration 12Q (29714.580000 sec): 3 clusters
  Score: Raw -1152408.330444 + Penalty 2965.554307 = -1149442.776136
  nChanged 259
		SP:Iteration 13Q (29714.790000 sec): 3 clusters
  Score: Raw -1152521.528544 + Penalty 2965.554307 = -1149555.974237
  nChanged 280
		SP:Iteration 14Q (29715.030000 sec): 3 clusters
  Score: Raw -1152656.918294 + Penalty 2965.554307 = -1149691.363986
  nChanged 294
		SP:Iteration 15Q (29715.220000 sec): 3 clusters
  Score: Raw -1152809.069304 + Penalty 2965.554307 = -1149843.514997
  nChanged 322
		SP:Iteration 16Q (29715.410000 sec): 3 clusters
  Score: Raw -1152999.791240 + Penalty 2965.554307 = -1150034.236933
  nChanged 341
		SP:Iteration 17Q (29715.630000 sec): 3 clusters
  Score: Raw -1153218.883309 + Penalty 2965.554307 = -1150253.329002
  nChanged 351
		SP:Iteration 18Q (29715.810000 sec): 3 clusters
  Score: Raw -1153459.709896 + Penalty 2965.554307 = -1150494.155589
  nChanged 294
		SP:Iteration 19Q (29716.020000 sec): 3 clusters
  Score: Raw -1153682.638378 + Penalty 2965.554307 = -1150717.084071
  nChanged 258
		SP:Iteration 20F (29716.230000 sec): 3 clusters
  Score: Raw -1153882.854114 + Penalty 2965.554307 = -1150917.299806
  nChanged 201
		SP:Iteration 21Q (29716.410000 sec): 3 clusters
  Score: Raw -1154037.448599 + Penalty 2965.554307 = -1151071.894291
  nChanged 132
		SP:Iteration 22Q (29716.600000 sec): 3 clusters
  Score: Raw -1154153.952503 + Penalty 2965.554307 = -1151188.398195
  nChanged 85
		SP:Iteration 23Q (29716.780000 sec): 3 clusters
  Score: Raw -1154234.019200 + Penalty 2965.554307 = -1151268.464893
  nChanged 59
		SP:Iteration 24Q (29717.020000 sec): 3 clusters
  Score: Raw -1154288.745442 + Penalty 2965.554307 = -1151323.191135
  nChanged 35
		SP:Iteration 25Q (29717.190000 sec): 3 clusters
  Score: Raw -1154317.890378 + Penalty 2965.554307 = -1151352.336071
  nChanged 29
		SP:Iteration 26Q (29717.400000 sec): 3 clusters
  Score: Raw -1154348.475224 + Penalty 2965.554307 = -1151382.920917
  nChanged 26
		SP:Iteration 27Q (29717.570000 sec): 3 clusters
  Score: Raw -1154371.816323 + Penalty 2965.554307 = -1151406.262016
  nChanged 15
		SP:Iteration 28Q (29717.810000 sec): 3 clusters
  Score: Raw -1154388.439408 + Penalty 2965.554307 = -1151422.885101
  nChanged 23
		SP:Iteration 29Q (29718.020000 sec): 3 clusters
  Score: Raw -1154412.365936 + Penalty 2965.554307 = -1151446.811629
  nChanged 17
		SP:Iteration 30Q (29718.240000 sec): 3 clusters
  Score: Raw -1154429.572816 + Penalty 2965.554307 = -1151464.018509
  nChanged 14
		SP:Iteration 31Q (29718.410000 sec): 3 clusters
  Score: Raw -1154445.972052 + Penalty 2965.554307 = -1151480.417745
  nChanged 5
		SP:Iteration 32Q (29718.600000 sec): 3 clusters
  Score: Raw -1154449.751869 + Penalty 2965.554307 = -1151484.197562
  nChanged 1
		SP:Iteration 33Q (29718.800000 sec): 3 clusters
  Score: Raw -1154450.498480 + Penalty 2965.554307 = -1151484.944173
  nChanged 1
		SP:Iteration 34Q (29719.010000 sec): 3 clusters
  Score: Raw -1154451.201562 + Penalty 2965.554307 = -1151485.647255
  nChanged 0
		SP:Iteration 35F (29719.230000 sec): 3 clusters
  Score: Raw -1154451.201562 + Penalty 2965.554307 = -1151485.647255
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 56 (165 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (29719.290000 sec): 2 clusters
  Score: Raw -19829.774858 + Penalty 829.716140 = -19000.058718
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (29719.490000 sec): 3 clusters
  Score: Raw -19963.695269 + Penalty 1659.432279 = -18304.262990
  nChanged 18
		SP:Iteration 1F (29719.630000 sec): 3 clusters
  Score: Raw -20033.351904 + Penalty 1659.432279 = -18373.919625
  nChanged 7
		SP:Iteration 2Q (29719.790000 sec): 3 clusters
  Score: Raw -20058.839718 + Penalty 1659.432279 = -18399.407439
  nChanged 3
		SP:Iteration 3Q (29719.950000 sec): 3 clusters
  Score: Raw -20072.149896 + Penalty 1659.432279 = -18412.717617
  nChanged 4
		SP:Iteration 4Q (29720.130000 sec): 3 clusters
  Score: Raw -20093.241569 + Penalty 1659.432279 = -18433.809290
  nChanged 0
		SP:Iteration 5F (29720.250000 sec): 3 clusters
  Score: Raw -20093.241569 + Penalty 1659.432279 = -18433.809290
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 57 (33445 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (29720.550000 sec): 2 clusters
  Score: Raw -4047607.992946 + Penalty 1692.869356 = -4045915.123590
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (29720.880000 sec): 3 clusters
  Score: Raw -4026907.743789 + Penalty 3385.738713 = -4023522.005077
  nChanged 15406
		SP:Iteration 1F (29721.190000 sec): 3 clusters
  Score: Raw -4035404.671024 + Penalty 3385.738713 = -4032018.932311
  nChanged 1379
		SP:Iteration 2Q (29721.550000 sec): 3 clusters
  Score: Raw -4035796.450547 + Penalty 3385.738713 = -4032410.711835
  nChanged 1214
		SP:Iteration 3Q (29721.930000 sec): 3 clusters
  Score: Raw -4036115.656782 + Penalty 3385.738713 = -4032729.918069
  nChanged 1147
		SP:Iteration 4Q (29722.290000 sec): 3 clusters
  Score: Raw -4036415.649021 + Penalty 3385.738713 = -4033029.910308
  nChanged 1100
		SP:Iteration 5Q (29722.580000 sec): 3 clusters
  Score: Raw -4036720.451400 + Penalty 3385.738713 = -4033334.712687
  nChanged 1143
		SP:Iteration 6Q (29722.950000 sec): 3 clusters
  Score: Raw -4037089.070059 + Penalty 3385.738713 = -4033703.331346
  nChanged 1261
		SP:Iteration 7Q (29723.330000 sec): 3 clusters
  Score: Raw -4037595.271087 + Penalty 3385.738713 = -4034209.532374
  nChanged 1480
		SP:Iteration 8Q (29723.710000 sec): 3 clusters
  Score: Raw -4038315.987473 + Penalty 3385.738713 = -4034930.248761
  nChanged 1694
		SP:Iteration 9F (29724.070000 sec): 3 clusters
  Score: Raw -4039276.642964 + Penalty 3385.738713 = -4035890.904251
  nChanged 1850
		SP:Iteration 10F (29724.420000 sec): 3 clusters
  Score: Raw -4040530.652666 + Penalty 3385.738713 = -4037144.913954
  nChanged 1917
		SP:Iteration 11F (29724.750000 sec): 3 clusters
  Score: Raw -4041977.939935 + Penalty 3385.738713 = -4038592.201223
  nChanged 1755
		SP:Iteration 12F (29725.110000 sec): 3 clusters
  Score: Raw -4043373.709922 + Penalty 3385.738713 = -4039987.971209
  nChanged 1499
		SP:Iteration 13Q (29725.490000 sec): 3 clusters
  Score: Raw -4044596.439121 + Penalty 3385.738713 = -4041210.700409
  nChanged 1168
		SP:Iteration 14Q (29725.790000 sec): 3 clusters
  Score: Raw -4045530.394108 + Penalty 3385.738713 = -4042144.655395
  nChanged 891
		SP:Iteration 15Q (29726.170000 sec): 3 clusters
  Score: Raw -4046280.989618 + Penalty 3385.738713 = -4042895.250905
  nChanged 675
		SP:Iteration 16Q (29726.510000 sec): 3 clusters
  Score: Raw -4046840.804096 + Penalty 3385.738713 = -4043455.065383
  nChanged 421
		SP:Iteration 17Q (29726.820000 sec): 3 clusters
  Score: Raw -4047186.096964 + Penalty 3385.738713 = -4043800.358252
  nChanged 272
		SP:Iteration 18Q (29727.160000 sec): 3 clusters
  Score: Raw -4047416.280890 + Penalty 3385.738713 = -4044030.542178
  nChanged 173
		SP:Iteration 19Q (29727.450000 sec): 3 clusters
  Score: Raw -4047554.254630 + Penalty 3385.738713 = -4044168.515918
  nChanged 109
		SP:Iteration 20F (29727.780000 sec): 3 clusters
  Score: Raw -4047642.615280 + Penalty 3385.738713 = -4044256.876567
  nChanged 74
		SP:Iteration 21Q (29728.080000 sec): 3 clusters
  Score: Raw -4047705.075228 + Penalty 3385.738713 = -4044319.336515
  nChanged 50
		SP:Iteration 22Q (29728.390000 sec): 3 clusters
  Score: Raw -4047752.284730 + Penalty 3385.738713 = -4044366.546017
  nChanged 34
		SP:Iteration 23Q (29728.740000 sec): 3 clusters
  Score: Raw -4047777.985759 + Penalty 3385.738713 = -4044392.247047
  nChanged 32
		SP:Iteration 24Q (29729.060000 sec): 3 clusters
  Score: Raw -4047807.017923 + Penalty 3385.738713 = -4044421.279210
  nChanged 16
		SP:Iteration 25Q (29729.410000 sec): 3 clusters
  Score: Raw -4047820.336222 + Penalty 3385.738713 = -4044434.597509
  nChanged 18
		SP:Iteration 26Q (29729.740000 sec): 3 clusters
  Score: Raw -4047837.677267 + Penalty 3385.738713 = -4044451.938554
  nChanged 12
		SP:Iteration 27Q (29730.090000 sec): 3 clusters
  Score: Raw -4047852.769149 + Penalty 3385.738713 = -4044467.030436
  nChanged 12
		SP:Iteration 28Q (29730.400000 sec): 3 clusters
  Score: Raw -4047860.464488 + Penalty 3385.738713 = -4044474.725776
  nChanged 8
		SP:Iteration 29Q (29730.690000 sec): 3 clusters
  Score: Raw -4047866.847038 + Penalty 3385.738713 = -4044481.108326
  nChanged 9
		SP:Iteration 30Q (29730.980000 sec): 3 clusters
  Score: Raw -4047874.584081 + Penalty 3385.738713 = -4044488.845368
  nChanged 8
		SP:Iteration 31Q (29731.310000 sec): 3 clusters
  Score: Raw -4047880.777840 + Penalty 3385.738713 = -4044495.039127
  nChanged 5
		SP:Iteration 32Q (29731.660000 sec): 3 clusters
  Score: Raw -4047882.931962 + Penalty 3385.738713 = -4044497.193249
  nChanged 6
		SP:Iteration 33Q (29731.990000 sec): 3 clusters
  Score: Raw -4047886.035108 + Penalty 3385.738713 = -4044500.296396
  nChanged 4
		SP:Iteration 34Q (29732.370000 sec): 3 clusters
  Score: Raw -4047889.345246 + Penalty 3385.738713 = -4044503.606533
  nChanged 1
		SP:Iteration 35Q (29732.690000 sec): 3 clusters
  Score: Raw -4047890.368504 + Penalty 3385.738713 = -4044504.629791
  nChanged 0
		SP:Iteration 36F (29733.110000 sec): 3 clusters
  Score: Raw -4047890.368504 + Penalty 3385.738713 = -4044504.629791
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 58 (280 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (29733.190000 sec): 2 clusters
  Score: Raw -15303.858843 + Penalty 915.653311 = -14388.205533
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (29733.380000 sec): 3 clusters
  Score: Raw -15450.192527 + Penalty 1831.306621 = -13618.885906
  nChanged 57
		SP:Iteration 1F (29733.570000 sec): 3 clusters
  Score: Raw -15607.797651 + Penalty 1831.306621 = -13776.491030
  nChanged 18
		SP:Iteration 2F (29733.700000 sec): 3 clusters
  Score: Raw -15706.451262 + Penalty 1831.306621 = -13875.144641
  nChanged 12
		SP:Iteration 3Q (29733.930000 sec): 3 clusters
  Score: Raw -15759.421588 + Penalty 1831.306621 = -13928.114967
  nChanged 6
		SP:Iteration 4Q (29734.080000 sec): 3 clusters
  Score: Raw -15824.391130 + Penalty 1831.306621 = -13993.084509
  nChanged 4
		SP:Iteration 5Q (29734.240000 sec): 3 clusters
  Score: Raw -15871.599585 + Penalty 1831.306621 = -14040.292964
  nChanged 5
		SP:Iteration 6Q (29734.410000 sec): 3 clusters
  Score: Raw -15894.732487 + Penalty 1831.306621 = -14063.425866
  nChanged 5
		SP:Iteration 7Q (29734.600000 sec): 3 clusters
  Score: Raw -15930.577891 + Penalty 1831.306621 = -14099.271270
  nChanged 4
		SP:Iteration 8Q (29734.730000 sec): 3 clusters
  Score: Raw -15968.496401 + Penalty 1831.306621 = -14137.189780
  nChanged 2
		SP:Iteration 9Q (29734.870000 sec): 3 clusters
  Score: Raw -15983.021912 + Penalty 1831.306621 = -14151.715291
  nChanged 1
		SP:Iteration 10Q (29734.990000 sec): 3 clusters
  Score: Raw -15987.187932 + Penalty 1831.306621 = -14155.881311
  nChanged 0
		SP:Iteration 11F (29735.090000 sec): 3 clusters
  Score: Raw -15990.081796 + Penalty 1831.306621 = -14158.775175
  nChanged 1
		SP:Iteration 12Q (29735.230000 sec): 3 clusters
  Score: Raw -16003.636609 + Penalty 1831.306621 = -14172.329988
  nChanged 2
		SP:Iteration 13Q (29735.350000 sec): 3 clusters
  Score: Raw -16018.464360 + Penalty 1831.306621 = -14187.157739
  nChanged 0
		SP:Iteration 14F (29735.500000 sec): 3 clusters
  Score: Raw -16018.464360 + Penalty 1831.306621 = -14187.157739
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 59 (4904 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (29735.580000 sec): 2 clusters
  Score: Raw -595943.354882 + Penalty 1380.893553 = -594562.461329
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (29735.770000 sec): 3 clusters
  Score: Raw -593375.272297 + Penalty 2761.787105 = -590613.485192
  nChanged 1977
		SP:Iteration 1F (29735.880000 sec): 3 clusters
  Score: Raw -594512.089448 + Penalty 2761.787105 = -591750.302343
  nChanged 409
		SP:Iteration 2F (29736.120000 sec): 3 clusters
  Score: Raw -594780.799923 + Penalty 2761.787105 = -592019.012818
  nChanged 346
		SP:Iteration 3F (29736.310000 sec): 3 clusters
  Score: Raw -595029.502459 + Penalty 2761.787105 = -592267.715353
  nChanged 315
		SP:Iteration 4F (29736.470000 sec): 3 clusters
  Score: Raw -595267.121969 + Penalty 2761.787105 = -592505.334864
  nChanged 270
		SP:Iteration 5F (29736.730000 sec): 3 clusters
  Score: Raw -595453.961775 + Penalty 2761.787105 = -592692.174670
  nChanged 216
		SP:Iteration 6Q (29736.910000 sec): 3 clusters
  Score: Raw -595611.099684 + Penalty 2761.787105 = -592849.312579
  nChanged 173
		SP:Iteration 7Q (29737.140000 sec): 3 clusters
  Score: Raw -595729.786588 + Penalty 2761.787105 = -592967.999482
  nChanged 143
		SP:Iteration 8Q (29737.300000 sec): 3 clusters
  Score: Raw -595824.860676 + Penalty 2761.787105 = -593063.073571
  nChanged 118
		SP:Iteration 9Q (29737.450000 sec): 3 clusters
  Score: Raw -595912.660514 + Penalty 2761.787105 = -593150.873408
  nChanged 97
		SP:Iteration 10Q (29737.600000 sec): 3 clusters
  Score: Raw -595985.033106 + Penalty 2761.787105 = -593223.246001
  nChanged 72
		SP:Iteration 11Q (29737.810000 sec): 3 clusters
  Score: Raw -596034.075454 + Penalty 2761.787105 = -593272.288349
  nChanged 51
		SP:Iteration 12Q (29737.990000 sec): 3 clusters
  Score: Raw -596069.090924 + Penalty 2761.787105 = -593307.303818
  nChanged 40
		SP:Iteration 13Q (29738.180000 sec): 3 clusters
  Score: Raw -596097.491465 + Penalty 2761.787105 = -593335.704360
  nChanged 33
		SP:Iteration 14Q (29738.360000 sec): 3 clusters
  Score: Raw -596114.583828 + Penalty 2761.787105 = -593352.796723
  nChanged 21
		SP:Iteration 15Q (29738.550000 sec): 3 clusters
  Score: Raw -596126.620078 + Penalty 2761.787105 = -593364.832973
  nChanged 18
		SP:Iteration 16Q (29738.750000 sec): 3 clusters
  Score: Raw -596136.906422 + Penalty 2761.787105 = -593375.119317
  nChanged 12
		SP:Iteration 17Q (29738.940000 sec): 3 clusters
  Score: Raw -596145.984988 + Penalty 2761.787105 = -593384.197883
  nChanged 12
		SP:Iteration 18Q (29739.110000 sec): 3 clusters
  Score: Raw -596154.815078 + Penalty 2761.787105 = -593393.027973
  nChanged 12
		SP:Iteration 19Q (29739.260000 sec): 3 clusters
  Score: Raw -596162.345198 + Penalty 2761.787105 = -593400.558093
  nChanged 9
		SP:Iteration 20F (29739.480000 sec): 3 clusters
  Score: Raw -596165.959666 + Penalty 2761.787105 = -593404.172560
  nChanged 5
		SP:Iteration 21Q (29739.670000 sec): 3 clusters
  Score: Raw -596168.177051 + Penalty 2761.787105 = -593406.389945
  nChanged 4
		SP:Iteration 22Q (29739.910000 sec): 3 clusters
  Score: Raw -596169.994053 + Penalty 2761.787105 = -593408.206948
  nChanged 3
		SP:Iteration 23Q (29740.050000 sec): 3 clusters
  Score: Raw -596171.556389 + Penalty 2761.787105 = -593409.769284
  nChanged 4
		SP:Iteration 24Q (29740.200000 sec): 3 clusters
  Score: Raw -596175.240109 + Penalty 2761.787105 = -593413.453004
  nChanged 5
		SP:Iteration 25Q (29740.430000 sec): 3 clusters
  Score: Raw -596178.634717 + Penalty 2761.787105 = -593416.847611
  nChanged 4
		SP:Iteration 26Q (29740.610000 sec): 3 clusters
  Score: Raw -596179.890368 + Penalty 2761.787105 = -593418.103263
  nChanged 1
		SP:Iteration 27Q (29740.810000 sec): 3 clusters
  Score: Raw -596180.057530 + Penalty 2761.787105 = -593418.270425
  nChanged 2
		SP:Iteration 28Q (29740.990000 sec): 3 clusters
  Score: Raw -596181.257140 + Penalty 2761.787105 = -593419.470034
  nChanged 4
		SP:Iteration 29Q (29741.160000 sec): 3 clusters
  Score: Raw -596182.918819 + Penalty 2761.787105 = -593421.131714
  nChanged 4
		SP:Iteration 30Q (29741.330000 sec): 3 clusters
  Score: Raw -596184.269504 + Penalty 2761.787105 = -593422.482398
  nChanged 2
		SP:Iteration 31Q (29741.500000 sec): 3 clusters
  Score: Raw -596185.241166 + Penalty 2761.787105 = -593423.454061
  nChanged 1
		SP:Iteration 32Q (29741.640000 sec): 3 clusters
  Score: Raw -596185.486707 + Penalty 2761.787105 = -593423.699602
  nChanged 0
		SP:Iteration 33F (29741.800000 sec): 3 clusters
  Score: Raw -596185.486707 + Penalty 2761.787105 = -593423.699602
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 60 (174 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (29741.880000 sec): 2 clusters
  Score: Raw -10024.454459 + Penalty 838.346486 = -9186.107972
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (29742.030000 sec): 3 clusters
  Score: Raw -10203.236863 + Penalty 1676.692972 = -8526.543890
  nChanged 38
		SP:Iteration 1F (29742.150000 sec): 3 clusters
  Score: Raw -10361.802869 + Penalty 1676.692972 = -8685.109897
  nChanged 11
		SP:Iteration 2F (29742.320000 sec): 3 clusters
  Score: Raw -10421.764841 + Penalty 1676.692972 = -8745.071869
  nChanged 9
		SP:Iteration 3F (29742.490000 sec): 3 clusters
  Score: Raw -10484.163953 + Penalty 1676.692972 = -8807.470981
  nChanged 5
		SP:Iteration 4Q (29742.650000 sec): 3 clusters
  Score: Raw -10508.467933 + Penalty 1676.692972 = -8831.774961
  nChanged 6
		SP:Iteration 5Q (29742.800000 sec): 3 clusters
  Score: Raw -10589.623310 + Penalty 1676.692972 = -8912.930338
  nChanged 0
		SP:Iteration 6F (29742.980000 sec): 3 clusters
  Score: Raw -10589.777463 + Penalty 1676.692972 = -8913.084491
  nChanged 1
		SP:Iteration 7Q (29743.100000 sec): 3 clusters
  Score: Raw -10596.516348 + Penalty 1676.692972 = -8919.823376
  nChanged 0
		SP:Iteration 8F (29743.270000 sec): 3 clusters
  Score: Raw -10596.516348 + Penalty 1676.692972 = -8919.823376
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 61 (247 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (29743.360000 sec): 2 clusters
  Score: Raw -23128.508740 + Penalty 895.275605 = -22233.233135
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (29743.520000 sec): 3 clusters
  Score: Raw -23219.341615 + Penalty 1790.551209 = -21428.790406
  nChanged 45
		SP:Iteration 1F (29743.680000 sec): 3 clusters
  Score: Raw -23376.266596 + Penalty 1790.551209 = -21585.715387
  nChanged 16
		SP:Iteration 2F (29743.870000 sec): 3 clusters
  Score: Raw -23450.849410 + Penalty 1790.551209 = -21660.298201
  nChanged 13
		SP:Iteration 3F (29743.980000 sec): 3 clusters
  Score: Raw -23489.853448 + Penalty 1790.551209 = -21699.302238
  nChanged 8
		SP:Iteration 4Q (29744.140000 sec): 3 clusters
  Score: Raw -23530.318359 + Penalty 1790.551209 = -21739.767149
  nChanged 6
		SP:Iteration 5Q (29744.320000 sec): 3 clusters
  Score: Raw -23561.868364 + Penalty 1790.551209 = -21771.317154
  nChanged 8
		SP:Iteration 6Q (29744.440000 sec): 3 clusters
  Score: Raw -23595.294535 + Penalty 1790.551209 = -21804.743326
  nChanged 5
		SP:Iteration 7Q (29744.630000 sec): 3 clusters
  Score: Raw -23610.477152 + Penalty 1790.551209 = -21819.925942
  nChanged 4
		SP:Iteration 8Q (29744.780000 sec): 3 clusters
  Score: Raw -23620.991300 + Penalty 1790.551209 = -21830.440091
  nChanged 2
		SP:Iteration 9Q (29744.940000 sec): 3 clusters
  Score: Raw -23635.210879 + Penalty 1790.551209 = -21844.659670
  nChanged 1
		SP:Iteration 10Q (29745.140000 sec): 3 clusters
  Score: Raw -23638.279341 + Penalty 1790.551209 = -21847.728132
  nChanged 2
		SP:Iteration 11Q (29745.290000 sec): 3 clusters
  Score: Raw -23647.521984 + Penalty 1790.551209 = -21856.970775
  nChanged 0
		SP:Iteration 12F (29745.440000 sec): 3 clusters
  Score: Raw -23647.521984 + Penalty 1790.551209 = -21856.970775
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 62 (330 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (29745.570000 sec): 2 clusters
  Score: Raw -24351.004976 + Penalty 942.352556 = -23408.652420
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (29745.700000 sec): 3 clusters
  Score: Raw -24436.242273 + Penalty 1884.705113 = -22551.537160
  nChanged 69
		SP:Iteration 1F (29745.840000 sec): 3 clusters
  Score: Raw -24601.865013 + Penalty 1884.705113 = -22717.159900
  nChanged 16
		SP:Iteration 2Q (29745.990000 sec): 3 clusters
  Score: Raw -24640.795302 + Penalty 1884.705113 = -22756.090189
  nChanged 8
		SP:Iteration 3Q (29746.130000 sec): 3 clusters
  Score: Raw -24656.416492 + Penalty 1884.705113 = -22771.711379
  nChanged 6
		SP:Iteration 4Q (29746.320000 sec): 3 clusters
  Score: Raw -24675.698437 + Penalty 1884.705113 = -22790.993324
  nChanged 8
		SP:Iteration 5Q (29746.440000 sec): 3 clusters
  Score: Raw -24700.217943 + Penalty 1884.705113 = -22815.512831
  nChanged 6
		SP:Iteration 6Q (29746.610000 sec): 3 clusters
  Score: Raw -24728.198289 + Penalty 1884.705113 = -22843.493177
  nChanged 8
		SP:Iteration 7Q (29746.750000 sec): 3 clusters
  Score: Raw -24775.153955 + Penalty 1884.705113 = -22890.448842
  nChanged 10
		SP:Iteration 8Q (29746.910000 sec): 3 clusters
  Score: Raw -24805.909147 + Penalty 1884.705113 = -22921.204034
  nChanged 7
		SP:Iteration 9Q (29747.030000 sec): 3 clusters
  Score: Raw -24851.920913 + Penalty 1884.705113 = -22967.215800
  nChanged 4
		SP:Iteration 10Q (29747.160000 sec): 3 clusters
  Score: Raw -24875.687783 + Penalty 1884.705113 = -22990.982670
  nChanged 4
		SP:Iteration 11Q (29747.300000 sec): 3 clusters
  Score: Raw -24896.706057 + Penalty 1884.705113 = -23012.000944
  nChanged 1
		SP:Iteration 12Q (29747.440000 sec): 3 clusters
  Score: Raw -24900.625474 + Penalty 1884.705113 = -23015.920361
  nChanged 0
		SP:Iteration 13F (29747.560000 sec): 3 clusters
  Score: Raw -24900.625474 + Penalty 1884.705113 = -23015.920361
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 63 (1787 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (29747.670000 sec): 2 clusters
  Score: Raw -247598.228781 + Penalty 1216.847696 = -246381.381084
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (29747.810000 sec): 3 clusters
  Score: Raw -246875.461823 + Penalty 2433.695392 = -244441.766430
  nChanged 631
		SP:Iteration 1F (29747.980000 sec): 3 clusters
  Score: Raw -247513.820967 + Penalty 2433.695392 = -245080.125574
  nChanged 200
		SP:Iteration 2F (29748.150000 sec): 3 clusters
  Score: Raw -247796.158546 + Penalty 2433.695392 = -245362.463153
  nChanged 129
		SP:Iteration 3F (29748.320000 sec): 3 clusters
  Score: Raw -248017.357237 + Penalty 2433.695392 = -245583.661845
  nChanged 111
		SP:Iteration 4F (29748.550000 sec): 3 clusters
  Score: Raw -248269.920370 + Penalty 2433.695392 = -245836.224977
  nChanged 117
		SP:Iteration 5F (29748.730000 sec): 3 clusters
  Score: Raw -248557.079225 + Penalty 2433.695392 = -246123.383833
  nChanged 126
		SP:Iteration 6F (29748.850000 sec): 3 clusters
  Score: Raw -248867.094931 + Penalty 2433.695392 = -246433.399539
  nChanged 147
		SP:Iteration 7F (29748.980000 sec): 3 clusters
  Score: Raw -249336.374784 + Penalty 2433.695392 = -246902.679392
  nChanged 120
		SP:Iteration 8F (29749.060000 sec): 3 clusters
  Score: Raw -249785.827200 + Penalty 2433.695392 = -247352.131808
  nChanged 62
		SP:Iteration 9Q (29749.180000 sec): 3 clusters
  Score: Raw -249927.486581 + Penalty 2433.695392 = -247493.791189
  nChanged 27
		SP:Iteration 10Q (29749.330000 sec): 3 clusters
  Score: Raw -249970.021320 + Penalty 2433.695392 = -247536.325928
  nChanged 9
		SP:Iteration 11Q (29749.440000 sec): 3 clusters
  Score: Raw -249983.923454 + Penalty 2433.695392 = -247550.228062
  nChanged 3
		SP:Iteration 12Q (29749.550000 sec): 3 clusters
  Score: Raw -249987.631342 + Penalty 2433.695392 = -247553.935949
  nChanged 2
		SP:Iteration 13Q (29749.670000 sec): 3 clusters
  Score: Raw -249994.291392 + Penalty 2433.695392 = -247560.596000
  nChanged 4
		SP:Iteration 14Q (29749.790000 sec): 3 clusters
  Score: Raw -250008.326589 + Penalty 2433.695392 = -247574.631197
  nChanged 5
		SP:Iteration 15Q (29749.920000 sec): 3 clusters
  Score: Raw -250014.849300 + Penalty 2433.695392 = -247581.153907
  nChanged 5
		SP:Iteration 16Q (29750.050000 sec): 3 clusters
  Score: Raw -250020.786697 + Penalty 2433.695392 = -247587.091304
  nChanged 3
		SP:Iteration 17Q (29750.180000 sec): 3 clusters
  Score: Raw -250023.957035 + Penalty 2433.695392 = -247590.261643
  nChanged 0
		SP:Iteration 18F (29750.380000 sec): 3 clusters
  Score: Raw -250023.957035 + Penalty 2433.695392 = -247590.261643
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 74.
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 64 (10984 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (29750.510000 sec): 2 clusters
  Score: Raw -1323290.409764 + Penalty 1511.931679 = -1321778.478085
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (29750.770000 sec): 3 clusters
  Score: Raw -1316978.724300 + Penalty 3023.863358 = -1313954.860942
  nChanged 4751
		SP:Iteration 1F (29750.970000 sec): 3 clusters
  Score: Raw -1319525.140191 + Penalty 3023.863358 = -1316501.276833
  nChanged 643
		SP:Iteration 2F (29751.150000 sec): 3 clusters
  Score: Raw -1319794.795811 + Penalty 3023.863358 = -1316770.932453
  nChanged 545
		SP:Iteration 3Q (29751.310000 sec): 3 clusters
  Score: Raw -1320010.773399 + Penalty 3023.863358 = -1316986.910041
  nChanged 471
		SP:Iteration 4Q (29751.540000 sec): 3 clusters
  Score: Raw -1320200.484845 + Penalty 3023.863358 = -1317176.621487
  nChanged 451
		SP:Iteration 5Q (29751.770000 sec): 3 clusters
  Score: Raw -1320389.908228 + Penalty 3023.863358 = -1317366.044870
  nChanged 440
		SP:Iteration 6Q (29751.980000 sec): 3 clusters
  Score: Raw -1320590.780190 + Penalty 3023.863358 = -1317566.916832
  nChanged 411
		SP:Iteration 7Q (29752.220000 sec): 3 clusters
  Score: Raw -1320785.742948 + Penalty 3023.863358 = -1317761.879591
  nChanged 431
		SP:Iteration 8Q (29752.500000 sec): 3 clusters
  Score: Raw -1321017.912002 + Penalty 3023.863358 = -1317994.048644
  nChanged 484
		SP:Iteration 9Q (29752.700000 sec): 3 clusters
  Score: Raw -1321289.164352 + Penalty 3023.863358 = -1318265.300994
  nChanged 470
		SP:Iteration 10Q (29752.910000 sec): 3 clusters
  Score: Raw -1321580.329695 + Penalty 3023.863358 = -1318556.466337
  nChanged 453
		SP:Iteration 11Q (29753.190000 sec): 3 clusters
  Score: Raw -1321882.438885 + Penalty 3023.863358 = -1318858.575527
  nChanged 431
		SP:Iteration 12Q (29753.360000 sec): 3 clusters
  Score: Raw -1322160.715908 + Penalty 3023.863358 = -1319136.852550
  nChanged 352
		SP:Iteration 13Q (29753.610000 sec): 3 clusters
  Score: Raw -1322378.161152 + Penalty 3023.863358 = -1319354.297794
  nChanged 304
		SP:Iteration 14Q (29753.810000 sec): 3 clusters
  Score: Raw -1322581.032980 + Penalty 3023.863358 = -1319557.169622
  nChanged 229
		SP:Iteration 15Q (29754.020000 sec): 3 clusters
  Score: Raw -1322730.024850 + Penalty 3023.863358 = -1319706.161492
  nChanged 190
		SP:Iteration 16Q (29754.220000 sec): 3 clusters
  Score: Raw -1322840.960461 + Penalty 3023.863358 = -1319817.097103
  nChanged 166
		SP:Iteration 17Q (29754.420000 sec): 3 clusters
  Score: Raw -1322930.730501 + Penalty 3023.863358 = -1319906.867143
  nChanged 126
		SP:Iteration 18Q (29754.620000 sec): 3 clusters
  Score: Raw -1322992.688696 + Penalty 3023.863358 = -1319968.825338
  nChanged 93
		SP:Iteration 19Q (29754.820000 sec): 3 clusters
  Score: Raw -1323034.558207 + Penalty 3023.863358 = -1320010.694849
  nChanged 81
		SP:Iteration 20F (29755.100000 sec): 3 clusters
  Score: Raw -1323072.551641 + Penalty 3023.863358 = -1320048.688283
  nChanged 75
		SP:Iteration 21Q (29755.280000 sec): 3 clusters
  Score: Raw -1323113.408879 + Penalty 3023.863358 = -1320089.545521
  nChanged 71
		SP:Iteration 22Q (29755.520000 sec): 3 clusters
  Score: Raw -1323148.584695 + Penalty 3023.863358 = -1320124.721337
  nChanged 54
		SP:Iteration 23Q (29755.720000 sec): 3 clusters
  Score: Raw -1323169.837604 + Penalty 3023.863358 = -1320145.974246
  nChanged 51
		SP:Iteration 24Q (29755.920000 sec): 3 clusters
  Score: Raw -1323190.246867 + Penalty 3023.863358 = -1320166.383509
  nChanged 48
		SP:Iteration 25Q (29756.120000 sec): 3 clusters
  Score: Raw -1323212.410375 + Penalty 3023.863358 = -1320188.547017
  nChanged 45
		SP:Iteration 26Q (29756.320000 sec): 3 clusters
  Score: Raw -1323230.940005 + Penalty 3023.863358 = -1320207.076647
  nChanged 41
		SP:Iteration 27Q (29756.520000 sec): 3 clusters
  Score: Raw -1323246.308785 + Penalty 3023.863358 = -1320222.445428
  nChanged 40
		SP:Iteration 28Q (29756.720000 sec): 3 clusters
  Score: Raw -1323259.406522 + Penalty 3023.863358 = -1320235.543164
  nChanged 30
		SP:Iteration 29Q (29756.920000 sec): 3 clusters
  Score: Raw -1323270.159753 + Penalty 3023.863358 = -1320246.296395
  nChanged 28
		SP:Iteration 30Q (29757.130000 sec): 3 clusters
  Score: Raw -1323280.674914 + Penalty 3023.863358 = -1320256.811556
  nChanged 25
		SP:Iteration 31Q (29757.330000 sec): 3 clusters
  Score: Raw -1323290.197399 + Penalty 3023.863358 = -1320266.334041
  nChanged 28
		SP:Iteration 32Q (29757.540000 sec): 3 clusters
  Score: Raw -1323300.844453 + Penalty 3023.863358 = -1320276.981095
  nChanged 18
		SP:Iteration 33Q (29757.740000 sec): 3 clusters
  Score: Raw -1323308.393594 + Penalty 3023.863358 = -1320284.530236
  nChanged 19
		SP:Iteration 34Q (29757.940000 sec): 3 clusters
  Score: Raw -1323314.763689 + Penalty 3023.863358 = -1320290.900332
  nChanged 13
		SP:Iteration 35Q (29758.140000 sec): 3 clusters
  Score: Raw -1323320.752562 + Penalty 3023.863358 = -1320296.889204
  nChanged 20
		SP:Iteration 36Q (29758.380000 sec): 3 clusters
  Score: Raw -1323330.616520 + Penalty 3023.863358 = -1320306.753162
  nChanged 21
		SP:Iteration 37Q (29758.580000 sec): 3 clusters
  Score: Raw -1323338.607110 + Penalty 3023.863358 = -1320314.743752
  nChanged 19
		SP:Iteration 38Q (29758.780000 sec): 3 clusters
  Score: Raw -1323346.887883 + Penalty 3023.863358 = -1320323.024525
  nChanged 21
		SP:Iteration 39Q (29758.980000 sec): 3 clusters
  Score: Raw -1323358.106337 + Penalty 3023.863358 = -1320334.242979
  nChanged 20
		SP:Iteration 40F (29759.220000 sec): 3 clusters
  Score: Raw -1323365.579597 + Penalty 3023.863358 = -1320341.716239
  nChanged 12
		SP:Iteration 41Q (29759.430000 sec): 3 clusters
  Score: Raw -1323370.682545 + Penalty 3023.863358 = -1320346.819187
  nChanged 13
		SP:Iteration 42Q (29759.680000 sec): 3 clusters
  Score: Raw -1323375.718377 + Penalty 3023.863358 = -1320351.855019
  nChanged 13
		SP:Iteration 43Q (29759.890000 sec): 3 clusters
  Score: Raw -1323379.231903 + Penalty 3023.863358 = -1320355.368545
  nChanged 8
		SP:Iteration 44Q (29760.090000 sec): 3 clusters
  Score: Raw -1323381.990019 + Penalty 3023.863358 = -1320358.126661
  nChanged 11
		SP:Iteration 45Q (29760.290000 sec): 3 clusters
  Score: Raw -1323385.456583 + Penalty 3023.863358 = -1320361.593225
  nChanged 8
		SP:Iteration 46Q (29760.490000 sec): 3 clusters
  Score: Raw -1323387.649481 + Penalty 3023.863358 = -1320363.786123
  nChanged 5
		SP:Iteration 47Q (29760.690000 sec): 3 clusters
  Score: Raw -1323389.387517 + Penalty 3023.863358 = -1320365.524159
  nChanged 1
		SP:Iteration 48Q (29760.900000 sec): 3 clusters
  Score: Raw -1323389.663921 + Penalty 3023.863358 = -1320365.800563
  nChanged 2
		SP:Iteration 49Q (29761.100000 sec): 3 clusters
  Score: Raw -1323390.318625 + Penalty 3023.863358 = -1320366.455268
  nChanged 3
		SP:Iteration 50Q (29761.290000 sec): 3 clusters
  Score: Raw -1323391.112970 + Penalty 3023.863358 = -1320367.249612
  nChanged 1
		SP:Iteration 51Q (29761.490000 sec): 3 clusters
  Score: Raw -1323391.377307 + Penalty 3023.863358 = -1320367.513950
  nChanged 1
		SP:Iteration 52Q (29761.690000 sec): 3 clusters
  Score: Raw -1323391.558433 + Penalty 3023.863358 = -1320367.695075
  nChanged 0
		SP:Iteration 53F (29761.940000 sec): 3 clusters
  Score: Raw -1323391.558433 + Penalty 3023.863358 = -1320367.695075
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 65 (137 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (29762.030000 sec): 2 clusters
  Score: Raw -6746.469758 + Penalty 799.496900 = -5946.972857
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (29762.160000 sec): 3 clusters
  Score: Raw -6932.854117 + Penalty 1598.993801 = -5333.860316
  nChanged 21
		SP:Iteration 1F (29762.320000 sec): 3 clusters
  Score: Raw -7026.184547 + Penalty 1598.993801 = -5427.190746
  nChanged 2
		SP:Iteration 2Q (29762.480000 sec): 3 clusters
  Score: Raw -7042.180019 + Penalty 1598.993801 = -5443.186218
  nChanged 0
		SP:Iteration 3F (29762.640000 sec): 3 clusters
  Score: Raw -7042.180019 + Penalty 1598.993801 = -5443.186218
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 66 (577 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (29762.720000 sec): 2 clusters
  Score: Raw -70763.956553 + Penalty 1033.149368 = -69730.807185
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (29762.880000 sec): 3 clusters
  Score: Raw -70663.086118 + Penalty 2066.298737 = -68596.787382
  nChanged 135
		SP:Iteration 1F (29763.040000 sec): 3 clusters
  Score: Raw -70856.564939 + Penalty 2066.298737 = -68790.266202
  nChanged 53
		SP:Iteration 2F (29763.180000 sec): 3 clusters
  Score: Raw -71002.238515 + Penalty 2066.298737 = -68935.939778
  nChanged 22
		SP:Iteration 3Q (29763.330000 sec): 3 clusters
  Score: Raw -71088.201474 + Penalty 2066.298737 = -69021.902738
  nChanged 21
		SP:Iteration 4Q (29763.480000 sec): 3 clusters
  Score: Raw -71116.465065 + Penalty 2066.298737 = -69050.166328
  nChanged 16
		SP:Iteration 5Q (29763.640000 sec): 3 clusters
  Score: Raw -71142.732326 + Penalty 2066.298737 = -69076.433589
  nChanged 13
		SP:Iteration 6Q (29763.780000 sec): 3 clusters
  Score: Raw -71167.749859 + Penalty 2066.298737 = -69101.451122
  nChanged 9
		SP:Iteration 7Q (29763.940000 sec): 3 clusters
  Score: Raw -71186.388016 + Penalty 2066.298737 = -69120.089280
  nChanged 5
		SP:Iteration 8Q (29764.100000 sec): 3 clusters
  Score: Raw -71197.503527 + Penalty 2066.298737 = -69131.204790
  nChanged 3
		SP:Iteration 9Q (29764.260000 sec): 3 clusters
  Score: Raw -71204.843577 + Penalty 2066.298737 = -69138.544840
  nChanged 6
		SP:Iteration 10Q (29764.420000 sec): 3 clusters
  Score: Raw -71216.170435 + Penalty 2066.298737 = -69149.871698
  nChanged 3
		SP:Iteration 11Q (29764.580000 sec): 3 clusters
  Score: Raw -71220.078163 + Penalty 2066.298737 = -69153.779427
  nChanged 4
		SP:Iteration 12Q (29764.740000 sec): 3 clusters
  Score: Raw -71225.629031 + Penalty 2066.298737 = -69159.330294
  nChanged 2
		SP:Iteration 13Q (29764.900000 sec): 3 clusters
  Score: Raw -71229.981931 + Penalty 2066.298737 = -69163.683195
  nChanged 1
		SP:Iteration 14Q (29765.060000 sec): 3 clusters
  Score: Raw -71231.588019 + Penalty 2066.298737 = -69165.289282
  nChanged 2
		SP:Iteration 15Q (29765.220000 sec): 3 clusters
  Score: Raw -71235.423937 + Penalty 2066.298737 = -69169.125201
  nChanged 0
		SP:Iteration 16F (29765.380000 sec): 3 clusters
  Score: Raw -71235.423937 + Penalty 2066.298737 = -69169.125201
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 67 (179 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (29765.460000 sec): 2 clusters
  Score: Raw -13934.171712 + Penalty 842.950193 = -13091.221519
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (29765.620000 sec): 3 clusters
  Score: Raw -14130.595131 + Penalty 1685.900387 = -12444.694745
  nChanged 37
		SP:Iteration 1F (29765.780000 sec): 3 clusters
  Score: Raw -14300.184010 + Penalty 1685.900387 = -12614.283623
  nChanged 6
		SP:Iteration 2Q (29765.940000 sec): 3 clusters
  Score: Raw -14363.767893 + Penalty 1685.900387 = -12677.867507
  nChanged 2
		SP:Iteration 3Q (29766.100000 sec): 3 clusters
  Score: Raw -14369.321008 + Penalty 1685.900387 = -12683.420621
  nChanged 2
		SP:Iteration 4Q (29766.260000 sec): 3 clusters
  Score: Raw -14373.789015 + Penalty 1685.900387 = -12687.888628
  nChanged 1
		SP:Iteration 5Q (29766.420000 sec): 3 clusters
  Score: Raw -14380.468780 + Penalty 1685.900387 = -12694.568393
  nChanged 1
		SP:Iteration 6Q (29766.580000 sec): 3 clusters
  Score: Raw -14381.996114 + Penalty 1685.900387 = -12696.095727
  nChanged 0
		SP:Iteration 7F (29766.740000 sec): 3 clusters
  Score: Raw -14384.068004 + Penalty 1685.900387 = -12698.167617
  nChanged 1
		SP:Iteration 8Q (29766.900000 sec): 3 clusters
  Score: Raw -14391.667428 + Penalty 1685.900387 = -12705.767041
  nChanged 1
		SP:Iteration 9Q (29767.060000 sec): 3 clusters
  Score: Raw -14398.205157 + Penalty 1685.900387 = -12712.304770
  nChanged 1
		SP:Iteration 10Q (29767.220000 sec): 3 clusters
  Score: Raw -14405.929844 + Penalty 1685.900387 = -12720.029457
  nChanged 3
		SP:Iteration 11Q (29767.370000 sec): 3 clusters
  Score: Raw -14440.909860 + Penalty 1685.900387 = -12755.009473
  nChanged 1
		SP:Iteration 12Q (29767.530000 sec): 3 clusters
  Score: Raw -14469.333749 + Penalty 1685.900387 = -12783.433362
  nChanged 0
		SP:Iteration 13F (29767.690000 sec): 3 clusters
  Score: Raw -14469.333749 + Penalty 1685.900387 = -12783.433362
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 68 (147 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (29767.770000 sec): 2 clusters
  Score: Raw -7535.318858 + Penalty 810.945295 = -6724.373563
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (29767.930000 sec): 3 clusters
  Score: Raw -7669.327558 + Penalty 1621.890591 = -6047.436968
  nChanged 15
		SP:Iteration 1F (29768.090000 sec): 3 clusters
  Score: Raw -7770.916278 + Penalty 1621.890591 = -6149.025687
  nChanged 8
		SP:Iteration 2F (29768.250000 sec): 3 clusters
  Score: Raw -7810.732928 + Penalty 1621.890591 = -6188.842337
  nChanged 3
		SP:Iteration 3Q (29768.410000 sec): 3 clusters
  Score: Raw -7825.696548 + Penalty 1621.890591 = -6203.805957
  nChanged 1
		SP:Iteration 4Q (29768.570000 sec): 3 clusters
  Score: Raw -7828.962877 + Penalty 1621.890591 = -6207.072287
  nChanged 2
		SP:Iteration 5Q (29768.730000 sec): 3 clusters
  Score: Raw -7841.059239 + Penalty 1621.890591 = -6219.168649
  nChanged 3
		SP:Iteration 6Q (29768.890000 sec): 3 clusters
  Score: Raw -7863.670423 + Penalty 1621.890591 = -6241.779832
  nChanged 2
		SP:Iteration 7Q (29769.050000 sec): 3 clusters
  Score: Raw -7877.917067 + Penalty 1621.890591 = -6256.026476
  nChanged 2
		SP:Iteration 8Q (29769.210000 sec): 3 clusters
  Score: Raw -7895.366931 + Penalty 1621.890591 = -6273.476340
  nChanged 6
		SP:Iteration 9Q (29769.370000 sec): 3 clusters
  Score: Raw -7946.255052 + Penalty 1621.890591 = -6324.364462
  nChanged 0
		SP:Iteration 10F (29769.540000 sec): 3 clusters
  Score: Raw -7946.255052 + Penalty 1621.890591 = -6324.364462
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 69 (9315 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (29769.660000 sec): 2 clusters
  Score: Raw -1165645.064464 + Penalty 1485.149458 = -1164159.915005
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (29769.830000 sec): 3 clusters
  Score: Raw -1160377.864949 + Penalty 2970.298917 = -1157407.566032
  nChanged 4044
		SP:Iteration 1F (29770.010000 sec): 3 clusters
  Score: Raw -1162626.100694 + Penalty 2970.298917 = -1159655.801777
  nChanged 714
		SP:Iteration 2F (29770.190000 sec): 3 clusters
  Score: Raw -1163108.640790 + Penalty 2970.298917 = -1160138.341873
  nChanged 729
		SP:Iteration 3F (29770.370000 sec): 3 clusters
  Score: Raw -1163709.850183 + Penalty 2970.298917 = -1160739.551266
  nChanged 784
		SP:Iteration 4F (29770.540000 sec): 3 clusters
  Score: Raw -1164516.057691 + Penalty 2970.298917 = -1161545.758775
  nChanged 786
		SP:Iteration 5F (29770.720000 sec): 3 clusters
  Score: Raw -1165273.068798 + Penalty 2970.298917 = -1162302.769881
  nChanged 605
		SP:Iteration 6F (29770.890000 sec): 3 clusters
  Score: Raw -1165745.494403 + Penalty 2970.298917 = -1162775.195486
  nChanged 410
		SP:Iteration 7Q (29771.070000 sec): 3 clusters
  Score: Raw -1166004.908138 + Penalty 2970.298917 = -1163034.609221
  nChanged 226
		SP:Iteration 8Q (29771.250000 sec): 3 clusters
  Score: Raw -1166117.728058 + Penalty 2970.298917 = -1163147.429141
  nChanged 144
		SP:Iteration 9Q (29771.430000 sec): 3 clusters
  Score: Raw -1166179.781022 + Penalty 2970.298917 = -1163209.482105
  nChanged 85
		SP:Iteration 10Q (29771.610000 sec): 3 clusters
  Score: Raw -1166205.404402 + Penalty 2970.298917 = -1163235.105485
  nChanged 53
		SP:Iteration 11Q (29771.780000 sec): 3 clusters
  Score: Raw -1166218.810199 + Penalty 2970.298917 = -1163248.511282
  nChanged 33
		SP:Iteration 12Q (29771.950000 sec): 3 clusters
  Score: Raw -1166226.336796 + Penalty 2970.298917 = -1163256.037879
  nChanged 23
		SP:Iteration 13Q (29772.130000 sec): 3 clusters
  Score: Raw -1166231.472358 + Penalty 2970.298917 = -1163261.173441
  nChanged 24
		SP:Iteration 14Q (29772.310000 sec): 3 clusters
  Score: Raw -1166236.847582 + Penalty 2970.298917 = -1163266.548665
  nChanged 18
		SP:Iteration 15Q (29772.480000 sec): 3 clusters
  Score: Raw -1166241.027228 + Penalty 2970.298917 = -1163270.728311
  nChanged 18
		SP:Iteration 16Q (29772.700000 sec): 3 clusters
  Score: Raw -1166244.901363 + Penalty 2970.298917 = -1163274.602446
  nChanged 15
		SP:Iteration 17Q (29772.870000 sec): 3 clusters
  Score: Raw -1166248.489560 + Penalty 2970.298917 = -1163278.190643
  nChanged 7
		SP:Iteration 18Q (29773.050000 sec): 3 clusters
  Score: Raw -1166249.952752 + Penalty 2970.298917 = -1163279.653835
  nChanged 7
		SP:Iteration 19Q (29773.230000 sec): 3 clusters
  Score: Raw -1166251.862020 + Penalty 2970.298917 = -1163281.563103
  nChanged 6
		SP:Iteration 20F (29773.400000 sec): 3 clusters
  Score: Raw -1166252.878154 + Penalty 2970.298917 = -1163282.579237
  nChanged 5
		SP:Iteration 21Q (29773.580000 sec): 3 clusters
  Score: Raw -1166253.916620 + Penalty 2970.298917 = -1163283.617703
  nChanged 3
		SP:Iteration 22Q (29773.760000 sec): 3 clusters
  Score: Raw -1166254.794676 + Penalty 2970.298917 = -1163284.495759
  nChanged 2
		SP:Iteration 23Q (29773.940000 sec): 3 clusters
  Score: Raw -1166254.978227 + Penalty 2970.298917 = -1163284.679310
  nChanged 0
		SP:Iteration 24F (29774.110000 sec): 3 clusters
  Score: Raw -1166254.978227 + Penalty 2970.298917 = -1163284.679310
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 70 (278 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (29774.200000 sec): 2 clusters
  Score: Raw -33432.190407 + Penalty 914.488431 = -32517.701976
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (29774.370000 sec): 3 clusters
  Score: Raw -33571.947328 + Penalty 1828.976862 = -31742.970466
  nChanged 48
		SP:Iteration 1F (29774.530000 sec): 3 clusters
  Score: Raw -33682.755506 + Penalty 1828.976862 = -31853.778644
  nChanged 12
		SP:Iteration 2Q (29774.690000 sec): 3 clusters
  Score: Raw -33735.891463 + Penalty 1828.976862 = -31906.914601
  nChanged 9
		SP:Iteration 3Q (29774.850000 sec): 3 clusters
  Score: Raw -33782.606905 + Penalty 1828.976862 = -31953.630043
  nChanged 3
		SP:Iteration 4Q (29775.010000 sec): 3 clusters
  Score: Raw -33793.681004 + Penalty 1828.976862 = -31964.704142
  nChanged 3
		SP:Iteration 5Q (29775.170000 sec): 3 clusters
  Score: Raw -33805.299088 + Penalty 1828.976862 = -31976.322226
  nChanged 3
		SP:Iteration 6Q (29775.330000 sec): 3 clusters
  Score: Raw -33817.221980 + Penalty 1828.976862 = -31988.245118
  nChanged 4
		SP:Iteration 7Q (29775.490000 sec): 3 clusters
  Score: Raw -33834.335774 + Penalty 1828.976862 = -32005.358913
  nChanged 0
		SP:Iteration 8F (29775.650000 sec): 3 clusters
  Score: Raw -33834.335774 + Penalty 1828.976862 = -32005.358913
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 71 (209 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (29775.730000 sec): 2 clusters
  Score: Raw -16228.136492 + Penalty 868.129316 = -15360.007176
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (29775.890000 sec): 3 clusters
  Score: Raw -16339.458856 + Penalty 1736.258632 = -14603.200224
  nChanged 35
		SP:Iteration 1F (29776.050000 sec): 3 clusters
  Score: Raw -16435.794537 + Penalty 1736.258632 = -14699.535905
  nChanged 13
		SP:Iteration 2F (29776.210000 sec): 3 clusters
  Score: Raw -16495.175185 + Penalty 1736.258632 = -14758.916553
  nChanged 8
		SP:Iteration 3Q (29776.370000 sec): 3 clusters
  Score: Raw -16538.150059 + Penalty 1736.258632 = -14801.891427
  nChanged 5
		SP:Iteration 4Q (29776.530000 sec): 3 clusters
  Score: Raw -16557.778740 + Penalty 1736.258632 = -14821.520108
  nChanged 0
		SP:Iteration 5F (29776.690000 sec): 3 clusters
  Score: Raw -16557.778740 + Penalty 1736.258632 = -14821.520108
  nChanged 0
Deleting Class 46 (151 points): Lose 1812.551108 but Gain 2224.536093
Iteration 299Q (29870.370000 sec): 74 clusters
  Score: Raw -104755153.411568 + Penalty 162391.134809 = -104592762.276759
  nChanged 259
Iteration 300F (30023.690000 sec): 74 clusters
  Score: Raw -104757358.564492 + Penalty 162391.134809 = -104594967.429683
  nChanged 729
Iteration 301Q (30134.430000 sec): 74 clusters
  Score: Raw -104758984.045005 + Penalty 162391.134809 = -104596592.910196
  nChanged 729
Iteration 302Q (30244.920000 sec): 74 clusters
  Score: Raw -104759945.676584 + Penalty 162391.134809 = -104597554.541775
  nChanged 636
Iteration 303Q (30344.700000 sec): 74 clusters
  Score: Raw -104760387.871578 + Penalty 162391.134809 = -104597996.736769
  nChanged 499
Iteration 304Q (30453.050000 sec): 74 clusters
  Score: Raw -104760550.991262 + Penalty 162391.134809 = -104598159.856453
  nChanged 366
Iteration 305Q (30572.870000 sec): 74 clusters
  Score: Raw -104760631.154621 + Penalty 162391.134809 = -104598240.019811
  nChanged 290
Iteration 306Q (30700.320000 sec): 74 clusters
  Score: Raw -104760679.228209 + Penalty 162391.134809 = -104598288.093400
  nChanged 215
Iteration 307Q (30801.300000 sec): 74 clusters
  Score: Raw -104760702.087628 + Penalty 162391.134809 = -104598310.952819
  nChanged 162
Iteration 308Q (30906.590000 sec): 74 clusters
  Score: Raw -104760712.636854 + Penalty 162391.134809 = -104598321.502045
  nChanged 130
Iteration 309Q (31014.030000 sec): 74 clusters
  Score: Raw -104760718.273228 + Penalty 162391.134809 = -104598327.138419
  nChanged 107
Iteration 310Q (31121.740000 sec): 74 clusters
  Score: Raw -104760723.265452 + Penalty 162391.134809 = -104598332.130643
  nChanged 98
Iteration 311Q (31227.400000 sec): 74 clusters
  Score: Raw -104760727.332752 + Penalty 162391.134809 = -104598336.197943
  nChanged 87
Iteration 312Q (31333.960000 sec): 74 clusters
  Score: Raw -104760729.946406 + Penalty 162391.134809 = -104598338.811597
  nChanged 60
Iteration 313Q (31432.760000 sec): 74 clusters
  Score: Raw -104760731.407738 + Penalty 162391.134809 = -104598340.272929
  nChanged 57
Iteration 314Q (31539.010000 sec): 74 clusters
  Score: Raw -104760732.912006 + Penalty 162391.134809 = -104598341.777196
  nChanged 59
Iteration 315Q (31646.890000 sec): 74 clusters
  Score: Raw -104760736.466045 + Penalty 162391.134809 = -104598345.331236
  nChanged 47
Iteration 316Q (31751.710000 sec): 74 clusters
  Score: Raw -104760738.041777 + Penalty 162391.134809 = -104598346.906968
  nChanged 40
Iteration 317Q (31860.270000 sec): 74 clusters
  Score: Raw -104760739.296492 + Penalty 162391.134809 = -104598348.161682
  nChanged 39
Iteration 318Q (31967.500000 sec): 74 clusters
  Score: Raw -104760740.765217 + Penalty 162391.134809 = -104598349.630408
  nChanged 25
Iteration 319Q (32066.070000 sec): 74 clusters
  Score: Raw -104760741.940855 + Penalty 162391.134809 = -104598350.806046
  nChanged 39
Iteration 320F (32229.960000 sec): 74 clusters
  Score: Raw -104760983.077198 + Penalty 162391.134809 = -104598591.942389
  nChanged 264
Iteration 321Q (32349.450000 sec): 74 clusters
  Score: Raw -104761164.253161 + Penalty 162391.134809 = -104598773.118352
  nChanged 195
Iteration 322Q (32471.120000 sec): 74 clusters
  Score: Raw -104761231.442236 + Penalty 162391.134809 = -104598840.307427
  nChanged 154
Iteration 323Q (32580.740000 sec): 74 clusters
  Score: Raw -104761277.221746 + Penalty 162391.134809 = -104598886.086937
  nChanged 114
Iteration 324Q (32678.120000 sec): 74 clusters
  Score: Raw -104761298.293002 + Penalty 162391.134809 = -104598907.158193
  nChanged 101
Iteration 325Q (32780.520000 sec): 74 clusters
  Score: Raw -104761311.030139 + Penalty 162391.134809 = -104598919.895329
  nChanged 66
Iteration 326Q (32878.910000 sec): 74 clusters
  Score: Raw -104761320.579180 + Penalty 162391.134809 = -104598929.444371
  nChanged 67
Iteration 327Q (32980.830000 sec): 74 clusters
  Score: Raw -104761329.444983 + Penalty 162391.134809 = -104598938.310173
  nChanged 63
Iteration 328Q (33082.590000 sec): 74 clusters
  Score: Raw -104761343.349866 + Penalty 162391.134809 = -104598952.215057
  nChanged 54
Iteration 329Q (33183.500000 sec): 74 clusters
  Score: Raw -104761348.223304 + Penalty 162391.134809 = -104598957.088495
  nChanged 46
Iteration 330Q (33284.780000 sec): 74 clusters
  Score: Raw -104761350.719300 + Penalty 162391.134809 = -104598959.584491
  nChanged 46
Iteration 331Q (33383.720000 sec): 74 clusters
  Score: Raw -104761352.945240 + Penalty 162391.134809 = -104598961.810431
  nChanged 37
Iteration 332Q (33479.680000 sec): 74 clusters
  Score: Raw -104761354.242410 + Penalty 162391.134809 = -104598963.107601
  nChanged 23
Iteration 333Q (33578.220000 sec): 74 clusters
  Score: Raw -104761354.874745 + Penalty 162391.134809 = -104598963.739936
  nChanged 15
Iteration 334Q (33677.480000 sec): 74 clusters
  Score: Raw -104761355.398077 + Penalty 162391.134809 = -104598964.263268
  nChanged 22
Iteration 335Q (33776.770000 sec): 74 clusters
  Score: Raw -104761355.908806 + Penalty 162391.134809 = -104598964.773997
  nChanged 23
Iteration 336Q (33880.530000 sec): 74 clusters
  Score: Raw -104761356.389694 + Penalty 162391.134809 = -104598965.254885
  nChanged 24
Iteration 337Q (33978.860000 sec): 74 clusters
  Score: Raw -104761356.849567 + Penalty 162391.134809 = -104598965.714758
  nChanged 28
Iteration 338Q (34076.520000 sec): 74 clusters
  Score: Raw -104761357.404004 + Penalty 162391.134809 = -104598966.269194
  nChanged 36
Writing temp clu file 
Because OldScore, -104598965.714758, is greater than current (better) Score,-104598966.269194 
 Compute initial score before splitting:   Score: Raw -104761357.404004 + Penalty 162391.134809 = -104598966.269194
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 1 (10308 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (34076.810000 sec): 2 clusters
  Score: Raw -1223333.558113 + Penalty 1501.609780 = -1221831.948333
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (34076.980000 sec): 3 clusters
  Score: Raw -1217445.233975 + Penalty 3003.219561 = -1214442.014414
  nChanged 4430
		SP:Iteration 1F (34077.200000 sec): 3 clusters
  Score: Raw -1219829.827453 + Penalty 3003.219561 = -1216826.607892
  nChanged 638
		SP:Iteration 2F (34077.450000 sec): 3 clusters
  Score: Raw -1220087.665013 + Penalty 3003.219561 = -1217084.445453
  nChanged 513
		SP:Iteration 3Q (34077.660000 sec): 3 clusters
  Score: Raw -1220286.061231 + Penalty 3003.219561 = -1217282.841670
  nChanged 467
		SP:Iteration 4Q (34077.860000 sec): 3 clusters
  Score: Raw -1220477.440157 + Penalty 3003.219561 = -1217474.220597
  nChanged 448
		SP:Iteration 5Q (34078.120000 sec): 3 clusters
  Score: Raw -1220677.590899 + Penalty 3003.219561 = -1217674.371338
  nChanged 493
		SP:Iteration 6Q (34078.370000 sec): 3 clusters
  Score: Raw -1220912.123997 + Penalty 3003.219561 = -1217908.904436
  nChanged 498
		SP:Iteration 7Q (34078.560000 sec): 3 clusters
  Score: Raw -1221191.658223 + Penalty 3003.219561 = -1218188.438662
  nChanged 500
		SP:Iteration 8Q (34078.760000 sec): 3 clusters
  Score: Raw -1221474.107572 + Penalty 3003.219561 = -1218470.888011
  nChanged 477
		SP:Iteration 9Q (34078.950000 sec): 3 clusters
  Score: Raw -1221793.096818 + Penalty 3003.219561 = -1218789.877257
  nChanged 471
		SP:Iteration 10Q (34079.220000 sec): 3 clusters
  Score: Raw -1222126.220772 + Penalty 3003.219561 = -1219123.001212
  nChanged 439
		SP:Iteration 11Q (34079.490000 sec): 3 clusters
  Score: Raw -1222444.875695 + Penalty 3003.219561 = -1219441.656134
  nChanged 384
		SP:Iteration 12Q (34079.680000 sec): 3 clusters
  Score: Raw -1222735.099769 + Penalty 3003.219561 = -1219731.880208
  nChanged 308
		SP:Iteration 13Q (34079.920000 sec): 3 clusters
  Score: Raw -1223001.558507 + Penalty 3003.219561 = -1219998.338946
  nChanged 218
		SP:Iteration 14Q (34080.130000 sec): 3 clusters
  Score: Raw -1223179.674456 + Penalty 3003.219561 = -1220176.454896
  nChanged 148
		SP:Iteration 15Q (34080.340000 sec): 3 clusters
  Score: Raw -1223302.380000 + Penalty 3003.219561 = -1220299.160439
  nChanged 128
		SP:Iteration 16Q (34080.580000 sec): 3 clusters
  Score: Raw -1223400.766892 + Penalty 3003.219561 = -1220397.547331
  nChanged 79
		SP:Iteration 17Q (34080.760000 sec): 3 clusters
  Score: Raw -1223475.809677 + Penalty 3003.219561 = -1220472.590116
  nChanged 73
		SP:Iteration 18Q (34081.000000 sec): 3 clusters
  Score: Raw -1223540.559794 + Penalty 3003.219561 = -1220537.340233
  nChanged 53
		SP:Iteration 19Q (34081.320000 sec): 3 clusters
  Score: Raw -1223578.606263 + Penalty 3003.219561 = -1220575.386702
  nChanged 39
		SP:Iteration 20F (34081.560000 sec): 3 clusters
  Score: Raw -1223611.514707 + Penalty 3003.219561 = -1220608.295147
  nChanged 36
		SP:Iteration 21Q (34081.750000 sec): 3 clusters
  Score: Raw -1223633.152612 + Penalty 3003.219561 = -1220629.933051
  nChanged 30
		SP:Iteration 22Q (34081.960000 sec): 3 clusters
  Score: Raw -1223651.053818 + Penalty 3003.219561 = -1220647.834258
  nChanged 20
		SP:Iteration 23Q (34082.160000 sec): 3 clusters
  Score: Raw -1223663.833141 + Penalty 3003.219561 = -1220660.613581
  nChanged 19
		SP:Iteration 24Q (34082.350000 sec): 3 clusters
  Score: Raw -1223677.465100 + Penalty 3003.219561 = -1220674.245539
  nChanged 12
		SP:Iteration 25Q (34082.570000 sec): 3 clusters
  Score: Raw -1223683.633166 + Penalty 3003.219561 = -1220680.413605
  nChanged 9
		SP:Iteration 26Q (34082.800000 sec): 3 clusters
  Score: Raw -1223689.247176 + Penalty 3003.219561 = -1220686.027615
  nChanged 9
		SP:Iteration 27Q (34083.020000 sec): 3 clusters
  Score: Raw -1223693.798600 + Penalty 3003.219561 = -1220690.579039
  nChanged 2
		SP:Iteration 28Q (34083.250000 sec): 3 clusters
  Score: Raw -1223694.454300 + Penalty 3003.219561 = -1220691.234739
  nChanged 2
		SP:Iteration 29Q (34083.480000 sec): 3 clusters
  Score: Raw -1223695.494457 + Penalty 3003.219561 = -1220692.274897
  nChanged 0
		SP:Iteration 30F (34083.690000 sec): 3 clusters
  Score: Raw -1223695.494457 + Penalty 3003.219561 = -1220692.274897
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 2 (24046 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (34083.960000 sec): 2 clusters
  Score: Raw -3024375.662881 + Penalty 1639.255140 = -3022736.407740
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (34084.330000 sec): 3 clusters
  Score: Raw -3009820.819921 + Penalty 3278.510281 = -3006542.309640
  nChanged 10849
		SP:Iteration 1F (34084.660000 sec): 3 clusters
  Score: Raw -3015707.986166 + Penalty 3278.510281 = -3012429.475885
  nChanged 1202
		SP:Iteration 2Q (34085.060000 sec): 3 clusters
  Score: Raw -3016159.461956 + Penalty 3278.510281 = -3012880.951675
  nChanged 1217
		SP:Iteration 3F (34085.400000 sec): 3 clusters
  Score: Raw -3016685.808988 + Penalty 3278.510281 = -3013407.298707
  nChanged 1315
		SP:Iteration 4F (34085.770000 sec): 3 clusters
  Score: Raw -3017354.502344 + Penalty 3278.510281 = -3014075.992063
  nChanged 1413
		SP:Iteration 5F (34086.030000 sec): 3 clusters
  Score: Raw -3018144.420478 + Penalty 3278.510281 = -3014865.910197
  nChanged 1483
		SP:Iteration 6F (34086.360000 sec): 3 clusters
  Score: Raw -3019083.370673 + Penalty 3278.510281 = -3015804.860392
  nChanged 1415
		SP:Iteration 7F (34086.690000 sec): 3 clusters
  Score: Raw -3020091.289426 + Penalty 3278.510281 = -3016812.779145
  nChanged 1299
		SP:Iteration 8F (34087.090000 sec): 3 clusters
  Score: Raw -3021107.234124 + Penalty 3278.510281 = -3017828.723843
  nChanged 1067
		SP:Iteration 9Q (34087.440000 sec): 3 clusters
  Score: Raw -3021926.915687 + Penalty 3278.510281 = -3018648.405406
  nChanged 831
		SP:Iteration 10Q (34087.840000 sec): 3 clusters
  Score: Raw -3022513.188718 + Penalty 3278.510281 = -3019234.678437
  nChanged 611
		SP:Iteration 11Q (34088.150000 sec): 3 clusters
  Score: Raw -3022871.686781 + Penalty 3278.510281 = -3019593.176500
  nChanged 427
		SP:Iteration 12Q (34088.520000 sec): 3 clusters
  Score: Raw -3023100.591824 + Penalty 3278.510281 = -3019822.081543
  nChanged 311
		SP:Iteration 13Q (34088.860000 sec): 3 clusters
  Score: Raw -3023258.642764 + Penalty 3278.510281 = -3019980.132483
  nChanged 283
		SP:Iteration 14Q (34089.190000 sec): 3 clusters
  Score: Raw -3023393.082552 + Penalty 3278.510281 = -3020114.572271
  nChanged 232
		SP:Iteration 15Q (34089.530000 sec): 3 clusters
  Score: Raw -3023482.703629 + Penalty 3278.510281 = -3020204.193348
  nChanged 193
		SP:Iteration 16Q (34089.860000 sec): 3 clusters
  Score: Raw -3023560.989715 + Penalty 3278.510281 = -3020282.479434
  nChanged 189
		SP:Iteration 17Q (34090.200000 sec): 3 clusters
  Score: Raw -3023632.153379 + Penalty 3278.510281 = -3020353.643098
  nChanged 183
		SP:Iteration 18Q (34090.530000 sec): 3 clusters
  Score: Raw -3023707.606673 + Penalty 3278.510281 = -3020429.096392
  nChanged 154
		SP:Iteration 19Q (34090.910000 sec): 3 clusters
  Score: Raw -3023766.809908 + Penalty 3278.510281 = -3020488.299627
  nChanged 153
		SP:Iteration 20F (34091.250000 sec): 3 clusters
  Score: Raw -3023816.450699 + Penalty 3278.510281 = -3020537.940418
  nChanged 136
		SP:Iteration 21Q (34091.590000 sec): 3 clusters
  Score: Raw -3023866.377824 + Penalty 3278.510281 = -3020587.867543
  nChanged 158
		SP:Iteration 22Q (34091.920000 sec): 3 clusters
  Score: Raw -3023931.984037 + Penalty 3278.510281 = -3020653.473756
  nChanged 162
		SP:Iteration 23Q (34092.230000 sec): 3 clusters
  Score: Raw -3024006.191482 + Penalty 3278.510281 = -3020727.681201
  nChanged 152
		SP:Iteration 24Q (34092.560000 sec): 3 clusters
  Score: Raw -3024075.205120 + Penalty 3278.510281 = -3020796.694839
  nChanged 147
		SP:Iteration 25Q (34092.900000 sec): 3 clusters
  Score: Raw -3024135.118900 + Penalty 3278.510281 = -3020856.608619
  nChanged 126
		SP:Iteration 26Q (34093.240000 sec): 3 clusters
  Score: Raw -3024196.465437 + Penalty 3278.510281 = -3020917.955156
  nChanged 117
		SP:Iteration 27Q (34093.550000 sec): 3 clusters
  Score: Raw -3024250.406130 + Penalty 3278.510281 = -3020971.895849
  nChanged 110
		SP:Iteration 28Q (34093.930000 sec): 3 clusters
  Score: Raw -3024300.363108 + Penalty 3278.510281 = -3021021.852827
  nChanged 94
		SP:Iteration 29Q (34094.180000 sec): 3 clusters
  Score: Raw -3024340.833709 + Penalty 3278.510281 = -3021062.323428
  nChanged 77
		SP:Iteration 30Q (34094.470000 sec): 3 clusters
  Score: Raw -3024375.914598 + Penalty 3278.510281 = -3021097.404317
  nChanged 74
		SP:Iteration 31Q (34094.770000 sec): 3 clusters
  Score: Raw -3024404.768024 + Penalty 3278.510281 = -3021126.257743
  nChanged 56
		SP:Iteration 32Q (34095.110000 sec): 3 clusters
  Score: Raw -3024425.367580 + Penalty 3278.510281 = -3021146.857299
  nChanged 55
		SP:Iteration 33Q (34095.440000 sec): 3 clusters
  Score: Raw -3024448.183341 + Penalty 3278.510281 = -3021169.673060
  nChanged 59
		SP:Iteration 34Q (34095.700000 sec): 3 clusters
  Score: Raw -3024470.898689 + Penalty 3278.510281 = -3021192.388408
  nChanged 52
		SP:Iteration 35Q (34095.990000 sec): 3 clusters
  Score: Raw -3024494.130695 + Penalty 3278.510281 = -3021215.620414
  nChanged 45
		SP:Iteration 36Q (34096.300000 sec): 3 clusters
  Score: Raw -3024510.695281 + Penalty 3278.510281 = -3021232.185000
  nChanged 32
		SP:Iteration 37Q (34096.580000 sec): 3 clusters
  Score: Raw -3024524.546155 + Penalty 3278.510281 = -3021246.035874
  nChanged 33
		SP:Iteration 38Q (34096.870000 sec): 3 clusters
  Score: Raw -3024538.570243 + Penalty 3278.510281 = -3021260.059962
  nChanged 34
		SP:Iteration 39Q (34097.220000 sec): 3 clusters
  Score: Raw -3024552.614915 + Penalty 3278.510281 = -3021274.104634
  nChanged 24
		SP:Iteration 40F (34097.530000 sec): 3 clusters
  Score: Raw -3024561.288589 + Penalty 3278.510281 = -3021282.778308
  nChanged 24
		SP:Iteration 41Q (34097.820000 sec): 3 clusters
  Score: Raw -3024568.764502 + Penalty 3278.510281 = -3021290.254221
  nChanged 28
		SP:Iteration 42Q (34098.130000 sec): 3 clusters
  Score: Raw -3024579.652200 + Penalty 3278.510281 = -3021301.141919
  nChanged 17
		SP:Iteration 43Q (34098.390000 sec): 3 clusters
  Score: Raw -3024586.160190 + Penalty 3278.510281 = -3021307.649909
  nChanged 19
		SP:Iteration 44Q (34098.700000 sec): 3 clusters
  Score: Raw -3024595.002031 + Penalty 3278.510281 = -3021316.491750
  nChanged 12
		SP:Iteration 45Q (34099.020000 sec): 3 clusters
  Score: Raw -3024600.850871 + Penalty 3278.510281 = -3021322.340590
  nChanged 13
		SP:Iteration 46Q (34099.290000 sec): 3 clusters
  Score: Raw -3024604.852818 + Penalty 3278.510281 = -3021326.342537
  nChanged 6
		SP:Iteration 47Q (34099.570000 sec): 3 clusters
  Score: Raw -3024606.773069 + Penalty 3278.510281 = -3021328.262788
  nChanged 2
		SP:Iteration 48Q (34099.920000 sec): 3 clusters
  Score: Raw -3024607.772516 + Penalty 3278.510281 = -3021329.262235
  nChanged 2
		SP:Iteration 49Q (34100.200000 sec): 3 clusters
  Score: Raw -3024608.425969 + Penalty 3278.510281 = -3021329.915688
  nChanged 3
		SP:Iteration 50Q (34100.460000 sec): 3 clusters
  Score: Raw -3024609.309908 + Penalty 3278.510281 = -3021330.799627
  nChanged 2
		SP:Iteration 51Q (34100.750000 sec): 3 clusters
  Score: Raw -3024609.741727 + Penalty 3278.510281 = -3021331.231446
  nChanged 1
		SP:Iteration 52Q (34101.010000 sec): 3 clusters
  Score: Raw -3024609.943772 + Penalty 3278.510281 = -3021331.433491
  nChanged 1
		SP:Iteration 53Q (34101.340000 sec): 3 clusters
  Score: Raw -3024610.035011 + Penalty 3278.510281 = -3021331.524730
  nChanged 1
		SP:Iteration 54Q (34101.640000 sec): 3 clusters
  Score: Raw -3024610.159726 + Penalty 3278.510281 = -3021331.649445
  nChanged 1
		SP:Iteration 55Q (34101.940000 sec): 3 clusters
  Score: Raw -3024610.539894 + Penalty 3278.510281 = -3021332.029613
  nChanged 1
		SP:Iteration 56Q (34102.200000 sec): 3 clusters
  Score: Raw -3024610.696245 + Penalty 3278.510281 = -3021332.185964
  nChanged 1
		SP:Iteration 57Q (34102.550000 sec): 3 clusters
  Score: Raw -3024611.101102 + Penalty 3278.510281 = -3021332.590821
  nChanged 1
		SP:Iteration 58Q (34102.900000 sec): 3 clusters
  Score: Raw -3024611.483046 + Penalty 3278.510281 = -3021332.972765
  nChanged 1
		SP:Iteration 59Q (34103.190000 sec): 3 clusters
  Score: Raw -3024611.848366 + Penalty 3278.510281 = -3021333.338085
  nChanged 0
		SP:Iteration 60F (34103.470000 sec): 3 clusters
  Score: Raw -3024611.848366 + Penalty 3278.510281 = -3021333.338085
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 3 (137 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (34103.600000 sec): 2 clusters
  Score: Raw -16037.589648 + Penalty 799.496900 = -15238.092747
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (34103.790000 sec): 3 clusters
  Score: Raw -16274.952798 + Penalty 1598.993801 = -14675.958997
  nChanged 23
		SP:Iteration 1F (34103.880000 sec): 3 clusters
  Score: Raw -16386.583582 + Penalty 1598.993801 = -14787.589781
  nChanged 4
		SP:Iteration 2Q (34104.010000 sec): 3 clusters
  Score: Raw -16415.496350 + Penalty 1598.993801 = -14816.502549
  nChanged 1
		SP:Iteration 3Q (34104.160000 sec): 3 clusters
  Score: Raw -16416.701197 + Penalty 1598.993801 = -14817.707396
  nChanged 0
		SP:Iteration 4F (34104.310000 sec): 3 clusters
  Score: Raw -16416.701197 + Penalty 1598.993801 = -14817.707396
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 4 (1341 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (34104.400000 sec): 2 clusters
  Score: Raw -150120.023181 + Penalty 1170.190269 = -148949.832912
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (34104.560000 sec): 3 clusters
  Score: Raw -149691.262477 + Penalty 2340.380537 = -147350.881940
  nChanged 437
		SP:Iteration 1F (34104.710000 sec): 3 clusters
  Score: Raw -150144.086295 + Penalty 2340.380537 = -147803.705758
  nChanged 128
		SP:Iteration 2F (34104.870000 sec): 3 clusters
  Score: Raw -150326.401891 + Penalty 2340.380537 = -147986.021354
  nChanged 96
		SP:Iteration 3F (34105.040000 sec): 3 clusters
  Score: Raw -150490.924650 + Penalty 2340.380537 = -148150.544113
  nChanged 88
		SP:Iteration 4F (34105.220000 sec): 3 clusters
  Score: Raw -150640.485462 + Penalty 2340.380537 = -148300.104925
  nChanged 68
		SP:Iteration 5F (34105.410000 sec): 3 clusters
  Score: Raw -150739.132835 + Penalty 2340.380537 = -148398.752298
  nChanged 49
		SP:Iteration 6Q (34105.550000 sec): 3 clusters
  Score: Raw -150785.480074 + Penalty 2340.380537 = -148445.099537
  nChanged 29
		SP:Iteration 7Q (34105.740000 sec): 3 clusters
  Score: Raw -150809.309141 + Penalty 2340.380537 = -148468.928604
  nChanged 12
		SP:Iteration 8Q (34105.910000 sec): 3 clusters
  Score: Raw -150822.255290 + Penalty 2340.380537 = -148481.874753
  nChanged 12
		SP:Iteration 9Q (34106.030000 sec): 3 clusters
  Score: Raw -150833.798251 + Penalty 2340.380537 = -148493.417714
  nChanged 10
		SP:Iteration 10Q (34106.180000 sec): 3 clusters
  Score: Raw -150842.243370 + Penalty 2340.380537 = -148501.862833
  nChanged 6
		SP:Iteration 11Q (34106.360000 sec): 3 clusters
  Score: Raw -150849.497118 + Penalty 2340.380537 = -148509.116581
  nChanged 2
		SP:Iteration 12Q (34106.500000 sec): 3 clusters
  Score: Raw -150855.784589 + Penalty 2340.380537 = -148515.404052
  nChanged 8
		SP:Iteration 13Q (34106.680000 sec): 3 clusters
  Score: Raw -150861.645054 + Penalty 2340.380537 = -148521.264517
  nChanged 2
		SP:Iteration 14Q (34106.810000 sec): 3 clusters
  Score: Raw -150865.932909 + Penalty 2340.380537 = -148525.552372
  nChanged 6
		SP:Iteration 15Q (34106.990000 sec): 3 clusters
  Score: Raw -150877.299122 + Penalty 2340.380537 = -148536.918585
  nChanged 9
		SP:Iteration 16Q (34107.160000 sec): 3 clusters
  Score: Raw -150890.754696 + Penalty 2340.380537 = -148550.374159
  nChanged 5
		SP:Iteration 17Q (34107.350000 sec): 3 clusters
  Score: Raw -150894.169779 + Penalty 2340.380537 = -148553.789242
  nChanged 3
		SP:Iteration 18Q (34107.430000 sec): 3 clusters
  Score: Raw -150896.824564 + Penalty 2340.380537 = -148556.444027
  nChanged 3
		SP:Iteration 19Q (34107.540000 sec): 3 clusters
  Score: Raw -150901.403345 + Penalty 2340.380537 = -148561.022808
  nChanged 4
		SP:Iteration 20F (34107.740000 sec): 3 clusters
  Score: Raw -150905.048098 + Penalty 2340.380537 = -148564.667561
  nChanged 5
		SP:Iteration 21Q (34107.910000 sec): 3 clusters
  Score: Raw -150911.049789 + Penalty 2340.380537 = -148570.669252
  nChanged 5
		SP:Iteration 22Q (34108.080000 sec): 3 clusters
  Score: Raw -150913.391878 + Penalty 2340.380537 = -148573.011341
  nChanged 1
		SP:Iteration 23Q (34108.260000 sec): 3 clusters
  Score: Raw -150913.897957 + Penalty 2340.380537 = -148573.517419
  nChanged 0
		SP:Iteration 24F (34108.440000 sec): 3 clusters
  Score: Raw -150913.897957 + Penalty 2340.380537 = -148573.517419
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 5 (5375 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (34108.600000 sec): 2 clusters
  Score: Raw -649897.900762 + Penalty 1395.796001 = -648502.104761
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (34108.790000 sec): 3 clusters
  Score: Raw -647095.728949 + Penalty 2791.592002 = -644304.136946
  nChanged 2183
		SP:Iteration 1F (34108.980000 sec): 3 clusters
  Score: Raw -648272.427090 + Penalty 2791.592002 = -645480.835088
  nChanged 361
		SP:Iteration 2F (34109.180000 sec): 3 clusters
  Score: Raw -648443.462026 + Penalty 2791.592002 = -645651.870024
  nChanged 265
		SP:Iteration 3Q (34109.350000 sec): 3 clusters
  Score: Raw -648560.401781 + Penalty 2791.592002 = -645768.809778
  nChanged 219
		SP:Iteration 4Q (34109.600000 sec): 3 clusters
  Score: Raw -648654.308965 + Penalty 2791.592002 = -645862.716963
  nChanged 171
		SP:Iteration 5Q (34109.780000 sec): 3 clusters
  Score: Raw -648728.018107 + Penalty 2791.592002 = -645936.426104
  nChanged 174
		SP:Iteration 6Q (34109.970000 sec): 3 clusters
  Score: Raw -648828.386544 + Penalty 2791.592002 = -646036.794542
  nChanged 226
		SP:Iteration 7Q (34110.150000 sec): 3 clusters
  Score: Raw -648958.246401 + Penalty 2791.592002 = -646166.654399
  nChanged 251
		SP:Iteration 8Q (34110.300000 sec): 3 clusters
  Score: Raw -649124.266809 + Penalty 2791.592002 = -646332.674807
  nChanged 261
		SP:Iteration 9Q (34110.480000 sec): 3 clusters
  Score: Raw -649329.355935 + Penalty 2791.592002 = -646537.763933
  nChanged 329
		SP:Iteration 10F (34110.700000 sec): 3 clusters
  Score: Raw -649626.021439 + Penalty 2791.592002 = -646834.429437
  nChanged 308
		SP:Iteration 11F (34110.850000 sec): 3 clusters
  Score: Raw -649862.005711 + Penalty 2791.592002 = -647070.413709
  nChanged 210
		SP:Iteration 12Q (34111.110000 sec): 3 clusters
  Score: Raw -649984.121610 + Penalty 2791.592002 = -647192.529608
  nChanged 151
		SP:Iteration 13Q (34111.280000 sec): 3 clusters
  Score: Raw -650053.825258 + Penalty 2791.592002 = -647262.233256
  nChanged 98
		SP:Iteration 14Q (34111.470000 sec): 3 clusters
  Score: Raw -650087.445272 + Penalty 2791.592002 = -647295.853270
  nChanged 60
		SP:Iteration 15Q (34111.670000 sec): 3 clusters
  Score: Raw -650108.850546 + Penalty 2791.592002 = -647317.258544
  nChanged 50
		SP:Iteration 16Q (34111.830000 sec): 3 clusters
  Score: Raw -650127.262778 + Penalty 2791.592002 = -647335.670776
  nChanged 38
		SP:Iteration 17Q (34112.000000 sec): 3 clusters
  Score: Raw -650138.220974 + Penalty 2791.592002 = -647346.628972
  nChanged 21
		SP:Iteration 18Q (34112.160000 sec): 3 clusters
  Score: Raw -650144.195915 + Penalty 2791.592002 = -647352.603913
  nChanged 12
		SP:Iteration 19Q (34112.330000 sec): 3 clusters
  Score: Raw -650147.072961 + Penalty 2791.592002 = -647355.480958
  nChanged 8
		SP:Iteration 20F (34112.580000 sec): 3 clusters
  Score: Raw -650149.618679 + Penalty 2791.592002 = -647358.026677
  nChanged 6
		SP:Iteration 21Q (34112.750000 sec): 3 clusters
  Score: Raw -650151.624981 + Penalty 2791.592002 = -647360.032979
  nChanged 11
		SP:Iteration 22Q (34112.940000 sec): 3 clusters
  Score: Raw -650155.161476 + Penalty 2791.592002 = -647363.569474
  nChanged 12
		SP:Iteration 23Q (34113.160000 sec): 3 clusters
  Score: Raw -650158.231651 + Penalty 2791.592002 = -647366.639649
  nChanged 11
		SP:Iteration 24Q (34113.350000 sec): 3 clusters
  Score: Raw -650161.687521 + Penalty 2791.592002 = -647370.095519
  nChanged 14
		SP:Iteration 25Q (34113.500000 sec): 3 clusters
  Score: Raw -650164.823170 + Penalty 2791.592002 = -647373.231168
  nChanged 11
		SP:Iteration 26Q (34113.680000 sec): 3 clusters
  Score: Raw -650167.620830 + Penalty 2791.592002 = -647376.028827
  nChanged 6
		SP:Iteration 27Q (34113.780000 sec): 3 clusters
  Score: Raw -650168.867402 + Penalty 2791.592002 = -647377.275400
  nChanged 4
		SP:Iteration 28Q (34113.970000 sec): 3 clusters
  Score: Raw -650169.565406 + Penalty 2791.592002 = -647377.973403
  nChanged 4
		SP:Iteration 29Q (34114.140000 sec): 3 clusters
  Score: Raw -650170.183122 + Penalty 2791.592002 = -647378.591120
  nChanged 2
		SP:Iteration 30Q (34114.280000 sec): 3 clusters
  Score: Raw -650170.794143 + Penalty 2791.592002 = -647379.202141
  nChanged 2
		SP:Iteration 31Q (34114.510000 sec): 3 clusters
  Score: Raw -650171.315454 + Penalty 2791.592002 = -647379.723452
  nChanged 1
		SP:Iteration 32Q (34114.680000 sec): 3 clusters
  Score: Raw -650171.440652 + Penalty 2791.592002 = -647379.848650
  nChanged 2
		SP:Iteration 33Q (34114.820000 sec): 3 clusters
  Score: Raw -650171.862931 + Penalty 2791.592002 = -647380.270929
  nChanged 2
		SP:Iteration 34Q (34115.050000 sec): 3 clusters
  Score: Raw -650172.267416 + Penalty 2791.592002 = -647380.675414
  nChanged 3
		SP:Iteration 35Q (34115.210000 sec): 3 clusters
  Score: Raw -650173.529918 + Penalty 2791.592002 = -647381.937916
  nChanged 4
		SP:Iteration 36Q (34115.380000 sec): 3 clusters
  Score: Raw -650174.443872 + Penalty 2791.592002 = -647382.851870
  nChanged 4
		SP:Iteration 37Q (34115.610000 sec): 3 clusters
  Score: Raw -650174.967011 + Penalty 2791.592002 = -647383.375009
  nChanged 2
		SP:Iteration 38Q (34115.800000 sec): 3 clusters
  Score: Raw -650175.312281 + Penalty 2791.592002 = -647383.720279
  nChanged 4
		SP:Iteration 39Q (34115.940000 sec): 3 clusters
  Score: Raw -650175.876973 + Penalty 2791.592002 = -647384.284971
  nChanged 2
		SP:Iteration 40F (34116.130000 sec): 3 clusters
  Score: Raw -650176.174960 + Penalty 2791.592002 = -647384.582958
  nChanged 2
		SP:Iteration 41Q (34116.360000 sec): 3 clusters
  Score: Raw -650176.444268 + Penalty 2791.592002 = -647384.852266
  nChanged 2
		SP:Iteration 42Q (34116.580000 sec): 3 clusters
  Score: Raw -650176.941778 + Penalty 2791.592002 = -647385.349775
  nChanged 5
		SP:Iteration 43Q (34116.770000 sec): 3 clusters
  Score: Raw -650178.443874 + Penalty 2791.592002 = -647386.851872
  nChanged 3
		SP:Iteration 44Q (34117.030000 sec): 3 clusters
  Score: Raw -650179.225847 + Penalty 2791.592002 = -647387.633844
  nChanged 4
		SP:Iteration 45Q (34117.240000 sec): 3 clusters
  Score: Raw -650179.839265 + Penalty 2791.592002 = -647388.247263
  nChanged 1
		SP:Iteration 46Q (34117.460000 sec): 3 clusters
  Score: Raw -650180.214774 + Penalty 2791.592002 = -647388.622772
  nChanged 2
		SP:Iteration 47Q (34117.690000 sec): 3 clusters
  Score: Raw -650180.753024 + Penalty 2791.592002 = -647389.161021
  nChanged 3
		SP:Iteration 48Q (34117.860000 sec): 3 clusters
  Score: Raw -650181.794208 + Penalty 2791.592002 = -647390.202205
  nChanged 4
		SP:Iteration 49Q (34118.050000 sec): 3 clusters
  Score: Raw -650182.624542 + Penalty 2791.592002 = -647391.032540
  nChanged 1
		SP:Iteration 50Q (34118.240000 sec): 3 clusters
  Score: Raw -650182.865611 + Penalty 2791.592002 = -647391.273609
  nChanged 1
		SP:Iteration 51Q (34118.450000 sec): 3 clusters
  Score: Raw -650183.005013 + Penalty 2791.592002 = -647391.413011
  nChanged 0
		SP:Iteration 52F (34118.630000 sec): 3 clusters
  Score: Raw -650183.005013 + Penalty 2791.592002 = -647391.413011
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 6 (969 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (34118.750000 sec): 2 clusters
  Score: Raw -113383.019792 + Penalty 1117.392999 = -112265.626792
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (34118.860000 sec): 3 clusters
  Score: Raw -113075.529816 + Penalty 2234.785999 = -110840.743818
  nChanged 311
		SP:Iteration 1F (34119.010000 sec): 3 clusters
  Score: Raw -113385.792078 + Penalty 2234.785999 = -111151.006079
  nChanged 83
		SP:Iteration 2F (34119.160000 sec): 3 clusters
  Score: Raw -113538.376397 + Penalty 2234.785999 = -111303.590399
  nChanged 64
		SP:Iteration 3F (34119.330000 sec): 3 clusters
  Score: Raw -113630.922501 + Penalty 2234.785999 = -111396.136502
  nChanged 42
		SP:Iteration 4Q (34119.490000 sec): 3 clusters
  Score: Raw -113680.652654 + Penalty 2234.785999 = -111445.866655
  nChanged 26
		SP:Iteration 5Q (34119.660000 sec): 3 clusters
  Score: Raw -113709.690389 + Penalty 2234.785999 = -111474.904390
  nChanged 20
		SP:Iteration 6Q (34119.820000 sec): 3 clusters
  Score: Raw -113734.302130 + Penalty 2234.785999 = -111499.516131
  nChanged 16
		SP:Iteration 7Q (34119.980000 sec): 3 clusters
  Score: Raw -113750.203575 + Penalty 2234.785999 = -111515.417576
  nChanged 10
		SP:Iteration 8Q (34120.150000 sec): 3 clusters
  Score: Raw -113762.685481 + Penalty 2234.785999 = -111527.899482
  nChanged 7
		SP:Iteration 9Q (34120.310000 sec): 3 clusters
  Score: Raw -113768.618737 + Penalty 2234.785999 = -111533.832738
  nChanged 3
		SP:Iteration 10Q (34120.470000 sec): 3 clusters
  Score: Raw -113774.370148 + Penalty 2234.785999 = -111539.584149
  nChanged 4
		SP:Iteration 11Q (34120.640000 sec): 3 clusters
  Score: Raw -113777.396314 + Penalty 2234.785999 = -111542.610315
  nChanged 3
		SP:Iteration 12Q (34120.800000 sec): 3 clusters
  Score: Raw -113780.743717 + Penalty 2234.785999 = -111545.957718
  nChanged 0
		SP:Iteration 13F (34120.960000 sec): 3 clusters
  Score: Raw -113780.743717 + Penalty 2234.785999 = -111545.957718
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 7 (7204 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (34121.080000 sec): 2 clusters
  Score: Raw -875187.450000 + Penalty 1443.388652 = -873744.061347
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (34121.280000 sec): 3 clusters
  Score: Raw -871272.837019 + Penalty 2886.777305 = -868386.059715
  nChanged 3060
		SP:Iteration 1F (34121.460000 sec): 3 clusters
  Score: Raw -872954.495051 + Penalty 2886.777305 = -870067.717747
  nChanged 424
		SP:Iteration 2F (34121.640000 sec): 3 clusters
  Score: Raw -873131.250864 + Penalty 2886.777305 = -870244.473559
  nChanged 295
		SP:Iteration 3Q (34121.840000 sec): 3 clusters
  Score: Raw -873240.101420 + Penalty 2886.777305 = -870353.324116
  nChanged 259
		SP:Iteration 4Q (34122.020000 sec): 3 clusters
  Score: Raw -873335.620533 + Penalty 2886.777305 = -870448.843228
  nChanged 224
		SP:Iteration 5Q (34122.250000 sec): 3 clusters
  Score: Raw -873426.183723 + Penalty 2886.777305 = -870539.406419
  nChanged 255
		SP:Iteration 6Q (34122.400000 sec): 3 clusters
  Score: Raw -873542.807105 + Penalty 2886.777305 = -870656.029801
  nChanged 263
		SP:Iteration 7Q (34122.580000 sec): 3 clusters
  Score: Raw -873670.471524 + Penalty 2886.777305 = -870783.694219
  nChanged 283
		SP:Iteration 8Q (34122.770000 sec): 3 clusters
  Score: Raw -873821.499119 + Penalty 2886.777305 = -870934.721815
  nChanged 289
		SP:Iteration 9Q (34123.000000 sec): 3 clusters
  Score: Raw -873997.270003 + Penalty 2886.777305 = -871110.492698
  nChanged 267
		SP:Iteration 10Q (34123.180000 sec): 3 clusters
  Score: Raw -874169.227566 + Penalty 2886.777305 = -871282.450261
  nChanged 273
		SP:Iteration 11Q (34123.340000 sec): 3 clusters
  Score: Raw -874369.960811 + Penalty 2886.777305 = -871483.183506
  nChanged 241
		SP:Iteration 12Q (34123.520000 sec): 3 clusters
  Score: Raw -874578.986968 + Penalty 2886.777305 = -871692.209663
  nChanged 206
		SP:Iteration 13Q (34123.700000 sec): 3 clusters
  Score: Raw -874780.880493 + Penalty 2886.777305 = -871894.103188
  nChanged 163
		SP:Iteration 14Q (34123.890000 sec): 3 clusters
  Score: Raw -874936.727888 + Penalty 2886.777305 = -872049.950583
  nChanged 138
		SP:Iteration 15Q (34124.080000 sec): 3 clusters
  Score: Raw -875026.472820 + Penalty 2886.777305 = -872139.695516
  nChanged 96
		SP:Iteration 16Q (34124.260000 sec): 3 clusters
  Score: Raw -875074.091597 + Penalty 2886.777305 = -872187.314293
  nChanged 64
		SP:Iteration 17Q (34124.440000 sec): 3 clusters
  Score: Raw -875096.924532 + Penalty 2886.777305 = -872210.147228
  nChanged 58
		SP:Iteration 18Q (34124.630000 sec): 3 clusters
  Score: Raw -875115.603941 + Penalty 2886.777305 = -872228.826636
  nChanged 48
		SP:Iteration 19Q (34124.820000 sec): 3 clusters
  Score: Raw -875132.184880 + Penalty 2886.777305 = -872245.407575
  nChanged 49
		SP:Iteration 20F (34125.000000 sec): 3 clusters
  Score: Raw -875145.873779 + Penalty 2886.777305 = -872259.096475
  nChanged 39
		SP:Iteration 21Q (34125.180000 sec): 3 clusters
  Score: Raw -875157.974331 + Penalty 2886.777305 = -872271.197027
  nChanged 29
		SP:Iteration 22Q (34125.370000 sec): 3 clusters
  Score: Raw -875167.409967 + Penalty 2886.777305 = -872280.632663
  nChanged 30
		SP:Iteration 23Q (34125.630000 sec): 3 clusters
  Score: Raw -875176.171881 + Penalty 2886.777305 = -872289.394576
  nChanged 24
		SP:Iteration 24Q (34125.780000 sec): 3 clusters
  Score: Raw -875182.913736 + Penalty 2886.777305 = -872296.136431
  nChanged 22
		SP:Iteration 25Q (34125.980000 sec): 3 clusters
  Score: Raw -875190.441839 + Penalty 2886.777305 = -872303.664534
  nChanged 24
		SP:Iteration 26Q (34126.270000 sec): 3 clusters
  Score: Raw -875198.393830 + Penalty 2886.777305 = -872311.616526
  nChanged 28
		SP:Iteration 27Q (34126.450000 sec): 3 clusters
  Score: Raw -875207.398875 + Penalty 2886.777305 = -872320.621570
  nChanged 28
		SP:Iteration 28Q (34126.720000 sec): 3 clusters
  Score: Raw -875215.037273 + Penalty 2886.777305 = -872328.259968
  nChanged 21
		SP:Iteration 29Q (34126.920000 sec): 3 clusters
  Score: Raw -875219.527837 + Penalty 2886.777305 = -872332.750533
  nChanged 15
		SP:Iteration 30Q (34127.160000 sec): 3 clusters
  Score: Raw -875222.625455 + Penalty 2886.777305 = -872335.848151
  nChanged 16
		SP:Iteration 31Q (34127.340000 sec): 3 clusters
  Score: Raw -875227.270793 + Penalty 2886.777305 = -872340.493488
  nChanged 14
		SP:Iteration 32Q (34127.520000 sec): 3 clusters
  Score: Raw -875230.953886 + Penalty 2886.777305 = -872344.176581
  nChanged 17
		SP:Iteration 33Q (34127.740000 sec): 3 clusters
  Score: Raw -875235.419189 + Penalty 2886.777305 = -872348.641884
  nChanged 24
		SP:Iteration 34Q (34127.910000 sec): 3 clusters
  Score: Raw -875242.412732 + Penalty 2886.777305 = -872355.635428
  nChanged 24
		SP:Iteration 35Q (34128.080000 sec): 3 clusters
  Score: Raw -875249.841141 + Penalty 2886.777305 = -872363.063836
  nChanged 21
		SP:Iteration 36Q (34128.260000 sec): 3 clusters
  Score: Raw -875254.225678 + Penalty 2886.777305 = -872367.448373
  nChanged 21
		SP:Iteration 37Q (34128.480000 sec): 3 clusters
  Score: Raw -875261.065363 + Penalty 2886.777305 = -872374.288058
  nChanged 31
		SP:Iteration 38Q (34128.710000 sec): 3 clusters
  Score: Raw -875270.687757 + Penalty 2886.777305 = -872383.910452
  nChanged 27
		SP:Iteration 39Q (34128.940000 sec): 3 clusters
  Score: Raw -875278.943155 + Penalty 2886.777305 = -872392.165850
  nChanged 30
		SP:Iteration 40F (34129.150000 sec): 3 clusters
  Score: Raw -875289.133367 + Penalty 2886.777305 = -872402.356062
  nChanged 25
		SP:Iteration 41Q (34129.390000 sec): 3 clusters
  Score: Raw -875296.145152 + Penalty 2886.777305 = -872409.367847
  nChanged 25
		SP:Iteration 42Q (34129.520000 sec): 3 clusters
  Score: Raw -875302.932289 + Penalty 2886.777305 = -872416.154985
  nChanged 23
		SP:Iteration 43Q (34129.740000 sec): 3 clusters
  Score: Raw -875309.687746 + Penalty 2886.777305 = -872422.910441
  nChanged 21
		SP:Iteration 44Q (34129.930000 sec): 3 clusters
  Score: Raw -875317.356868 + Penalty 2886.777305 = -872430.579564
  nChanged 23
		SP:Iteration 45Q (34130.140000 sec): 3 clusters
  Score: Raw -875323.212026 + Penalty 2886.777305 = -872436.434721
  nChanged 22
		SP:Iteration 46Q (34130.340000 sec): 3 clusters
  Score: Raw -875329.146676 + Penalty 2886.777305 = -872442.369371
  nChanged 14
		SP:Iteration 47Q (34130.530000 sec): 3 clusters
  Score: Raw -875332.790937 + Penalty 2886.777305 = -872446.013632
  nChanged 13
		SP:Iteration 48Q (34130.710000 sec): 3 clusters
  Score: Raw -875335.456376 + Penalty 2886.777305 = -872448.679072
  nChanged 17
		SP:Iteration 49Q (34131.010000 sec): 3 clusters
  Score: Raw -875339.876667 + Penalty 2886.777305 = -872453.099363
  nChanged 14
		SP:Iteration 50Q (34131.200000 sec): 3 clusters
  Score: Raw -875343.571125 + Penalty 2886.777305 = -872456.793820
  nChanged 16
		SP:Iteration 51Q (34131.360000 sec): 3 clusters
  Score: Raw -875347.207262 + Penalty 2886.777305 = -872460.429958
  nChanged 18
		SP:Iteration 52Q (34131.590000 sec): 3 clusters
  Score: Raw -875353.203149 + Penalty 2886.777305 = -872466.425844
  nChanged 24
		SP:Iteration 53Q (34131.780000 sec): 3 clusters
  Score: Raw -875360.859381 + Penalty 2886.777305 = -872474.082077
  nChanged 30
		SP:Iteration 54Q (34131.940000 sec): 3 clusters
  Score: Raw -875372.683230 + Penalty 2886.777305 = -872485.905925
  nChanged 49
		SP:Iteration 55Q (34132.120000 sec): 3 clusters
  Score: Raw -875392.186012 + Penalty 2886.777305 = -872505.408708
  nChanged 46
		SP:Iteration 56Q (34132.300000 sec): 3 clusters
  Score: Raw -875405.747943 + Penalty 2886.777305 = -872518.970638
  nChanged 35
		SP:Iteration 57Q (34132.500000 sec): 3 clusters
  Score: Raw -875419.670087 + Penalty 2886.777305 = -872532.892782
  nChanged 51
		SP:Iteration 58Q (34132.680000 sec): 3 clusters
  Score: Raw -875442.234031 + Penalty 2886.777305 = -872555.456727
  nChanged 57
		SP:Iteration 59Q (34132.880000 sec): 3 clusters
  Score: Raw -875465.142291 + Penalty 2886.777305 = -872578.364987
  nChanged 52
		SP:Iteration 60F (34133.160000 sec): 3 clusters
  Score: Raw -875483.951130 + Penalty 2886.777305 = -872597.173825
  nChanged 55
		SP:Iteration 61Q (34133.330000 sec): 3 clusters
  Score: Raw -875505.342192 + Penalty 2886.777305 = -872618.564888
  nChanged 57
		SP:Iteration 62Q (34133.480000 sec): 3 clusters
  Score: Raw -875529.698640 + Penalty 2886.777305 = -872642.921336
  nChanged 56
		SP:Iteration 63Q (34133.660000 sec): 3 clusters
  Score: Raw -875550.312875 + Penalty 2886.777305 = -872663.535571
  nChanged 52
		SP:Iteration 64Q (34133.820000 sec): 3 clusters
  Score: Raw -875571.000058 + Penalty 2886.777305 = -872684.222754
  nChanged 50
		SP:Iteration 65Q (34133.980000 sec): 3 clusters
  Score: Raw -875592.616822 + Penalty 2886.777305 = -872705.839517
  nChanged 46
		SP:Iteration 66Q (34134.130000 sec): 3 clusters
  Score: Raw -875611.103665 + Penalty 2886.777305 = -872724.326360
  nChanged 33
		SP:Iteration 67Q (34134.330000 sec): 3 clusters
  Score: Raw -875621.961319 + Penalty 2886.777305 = -872735.184014
  nChanged 41
		SP:Iteration 68Q (34134.560000 sec): 3 clusters
  Score: Raw -875635.142679 + Penalty 2886.777305 = -872748.365374
  nChanged 53
		SP:Iteration 69Q (34134.760000 sec): 3 clusters
  Score: Raw -875658.091350 + Penalty 2886.777305 = -872771.314045
  nChanged 62
		SP:Iteration 70Q (34134.920000 sec): 3 clusters
  Score: Raw -875684.271882 + Penalty 2886.777305 = -872797.494578
  nChanged 56
		SP:Iteration 71Q (34135.060000 sec): 3 clusters
  Score: Raw -875711.129937 + Penalty 2886.777305 = -872824.352633
  nChanged 61
		SP:Iteration 72Q (34135.380000 sec): 3 clusters
  Score: Raw -875738.446390 + Penalty 2886.777305 = -872851.669086
  nChanged 69
		SP:Iteration 73Q (34135.620000 sec): 3 clusters
  Score: Raw -875770.536828 + Penalty 2886.777305 = -872883.759523
  nChanged 66
		SP:Iteration 74Q (34135.830000 sec): 3 clusters
  Score: Raw -875801.250899 + Penalty 2886.777305 = -872914.473595
  nChanged 71
		SP:Iteration 75Q (34136.060000 sec): 3 clusters
  Score: Raw -875830.720831 + Penalty 2886.777305 = -872943.943527
  nChanged 70
		SP:Iteration 76Q (34136.260000 sec): 3 clusters
  Score: Raw -875868.040042 + Penalty 2886.777305 = -872981.262737
  nChanged 80
		SP:Iteration 77Q (34136.490000 sec): 3 clusters
  Score: Raw -875914.741889 + Penalty 2886.777305 = -873027.964585
  nChanged 88
		SP:Iteration 78Q (34136.700000 sec): 3 clusters
  Score: Raw -875957.334058 + Penalty 2886.777305 = -873070.556753
  nChanged 72
		SP:Iteration 79Q (34136.850000 sec): 3 clusters
  Score: Raw -875993.925027 + Penalty 2886.777305 = -873107.147723
  nChanged 71
		SP:Iteration 80F (34137.100000 sec): 3 clusters
  Score: Raw -876044.557064 + Penalty 2886.777305 = -873157.779760
  nChanged 74
		SP:Iteration 81Q (34137.340000 sec): 3 clusters
  Score: Raw -876092.792364 + Penalty 2886.777305 = -873206.015060
  nChanged 83
		SP:Iteration 82Q (34137.500000 sec): 3 clusters
  Score: Raw -876142.269998 + Penalty 2886.777305 = -873255.492693
  nChanged 89
		SP:Iteration 83Q (34137.720000 sec): 3 clusters
  Score: Raw -876194.321546 + Penalty 2886.777305 = -873307.544242
  nChanged 90
		SP:Iteration 84Q (34137.920000 sec): 3 clusters
  Score: Raw -876247.487671 + Penalty 2886.777305 = -873360.710367
  nChanged 97
		SP:Iteration 85Q (34138.120000 sec): 3 clusters
  Score: Raw -876320.513587 + Penalty 2886.777305 = -873433.736282
  nChanged 110
		SP:Iteration 86Q (34138.290000 sec): 3 clusters
  Score: Raw -876405.162389 + Penalty 2886.777305 = -873518.385085
  nChanged 109
		SP:Iteration 87Q (34138.480000 sec): 3 clusters
  Score: Raw -876497.983777 + Penalty 2886.777305 = -873611.206473
  nChanged 117
		SP:Iteration 88Q (34138.660000 sec): 3 clusters
  Score: Raw -876601.355919 + Penalty 2886.777305 = -873714.578615
  nChanged 107
		SP:Iteration 89Q (34138.840000 sec): 3 clusters
  Score: Raw -876689.939760 + Penalty 2886.777305 = -873803.162456
  nChanged 96
		SP:Iteration 90Q (34139.010000 sec): 3 clusters
  Score: Raw -876768.802491 + Penalty 2886.777305 = -873882.025186
  nChanged 76
		SP:Iteration 91Q (34139.170000 sec): 3 clusters
  Score: Raw -876821.249675 + Penalty 2886.777305 = -873934.472370
  nChanged 63
		SP:Iteration 92Q (34139.380000 sec): 3 clusters
  Score: Raw -876851.265368 + Penalty 2886.777305 = -873964.488063
  nChanged 38
		SP:Iteration 93Q (34139.580000 sec): 3 clusters
  Score: Raw -876870.094052 + Penalty 2886.777305 = -873983.316747
  nChanged 38
		SP:Iteration 94Q (34139.810000 sec): 3 clusters
  Score: Raw -876888.838579 + Penalty 2886.777305 = -874002.061274
  nChanged 33
		SP:Iteration 95Q (34140.020000 sec): 3 clusters
  Score: Raw -876901.756008 + Penalty 2886.777305 = -874014.978703
  nChanged 26
		SP:Iteration 96Q (34140.210000 sec): 3 clusters
  Score: Raw -876914.662554 + Penalty 2886.777305 = -874027.885250
  nChanged 22
		SP:Iteration 97Q (34140.440000 sec): 3 clusters
  Score: Raw -876920.375412 + Penalty 2886.777305 = -874033.598107
  nChanged 17
		SP:Iteration 98Q (34140.720000 sec): 3 clusters
  Score: Raw -876924.105918 + Penalty 2886.777305 = -874037.328614
  nChanged 10
		SP:Iteration 99Q (34140.870000 sec): 3 clusters
  Score: Raw -876926.032303 + Penalty 2886.777305 = -874039.254998
  nChanged 6
		SP:Iteration 100F (34141.080000 sec): 3 clusters
  Score: Raw -876969.622897 + Penalty 2886.777305 = -874082.845592
  nChanged 38
		SP:Iteration 101Q (34141.270000 sec): 3 clusters
  Score: Raw -877008.465160 + Penalty 2886.777305 = -874121.687856
  nChanged 45
		SP:Iteration 102Q (34141.470000 sec): 3 clusters
  Score: Raw -877036.536884 + Penalty 2886.777305 = -874149.759580
  nChanged 33
		SP:Iteration 103Q (34141.660000 sec): 3 clusters
  Score: Raw -877050.765302 + Penalty 2886.777305 = -874163.987998
  nChanged 23
		SP:Iteration 104Q (34141.850000 sec): 3 clusters
  Score: Raw -877057.150741 + Penalty 2886.777305 = -874170.373436
  nChanged 16
		SP:Iteration 105Q (34142.010000 sec): 3 clusters
  Score: Raw -877061.356773 + Penalty 2886.777305 = -874174.579468
  nChanged 10
		SP:Iteration 106Q (34142.190000 sec): 3 clusters
  Score: Raw -877063.548166 + Penalty 2886.777305 = -874176.770862
  nChanged 5
		SP:Iteration 107Q (34142.340000 sec): 3 clusters
  Score: Raw -877064.207863 + Penalty 2886.777305 = -874177.430559
  nChanged 2
		SP:Iteration 108Q (34142.590000 sec): 3 clusters
  Score: Raw -877064.365580 + Penalty 2886.777305 = -874177.588275
  nChanged 1
		SP:Iteration 109Q (34142.820000 sec): 3 clusters
  Score: Raw -877064.520107 + Penalty 2886.777305 = -874177.742803
  nChanged 2
		SP:Iteration 110Q (34143.070000 sec): 3 clusters
  Score: Raw -877064.921850 + Penalty 2886.777305 = -874178.144546
  nChanged 4
		SP:Iteration 111Q (34143.250000 sec): 3 clusters
  Score: Raw -877065.543369 + Penalty 2886.777305 = -874178.766065
  nChanged 1
		SP:Iteration 112Q (34143.420000 sec): 3 clusters
  Score: Raw -877065.675220 + Penalty 2886.777305 = -874178.897916
  nChanged 0
		SP:Iteration 113F (34143.670000 sec): 3 clusters
  Score: Raw -877065.675220 + Penalty 2886.777305 = -874178.897916
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 46.
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 8 (2587 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (34143.750000 sec): 2 clusters
  Score: Raw -300290.511743 + Penalty 1276.966305 = -299013.545438
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (34143.980000 sec): 3 clusters
  Score: Raw -299106.751920 + Penalty 2553.932609 = -296552.819311
  nChanged 941
		SP:Iteration 1F (34144.160000 sec): 3 clusters
  Score: Raw -299726.055283 + Penalty 2553.932609 = -297172.122674
  nChanged 214
		SP:Iteration 2F (34144.300000 sec): 3 clusters
  Score: Raw -299870.106951 + Penalty 2553.932609 = -297316.174341
  nChanged 121
		SP:Iteration 3Q (34144.440000 sec): 3 clusters
  Score: Raw -299945.687472 + Penalty 2553.932609 = -297391.754862
  nChanged 90
		SP:Iteration 4Q (34144.690000 sec): 3 clusters
  Score: Raw -300001.831219 + Penalty 2553.932609 = -297447.898610
  nChanged 84
		SP:Iteration 5Q (34144.860000 sec): 3 clusters
  Score: Raw -300050.279345 + Penalty 2553.932609 = -297496.346736
  nChanged 64
		SP:Iteration 6Q (34145.030000 sec): 3 clusters
  Score: Raw -300084.275704 + Penalty 2553.932609 = -297530.343095
  nChanged 66
		SP:Iteration 7Q (34145.210000 sec): 3 clusters
  Score: Raw -300126.322052 + Penalty 2553.932609 = -297572.389443
  nChanged 51
		SP:Iteration 8Q (34145.340000 sec): 3 clusters
  Score: Raw -300157.957581 + Penalty 2553.932609 = -297604.024971
  nChanged 52
		SP:Iteration 9Q (34145.480000 sec): 3 clusters
  Score: Raw -300188.337804 + Penalty 2553.932609 = -297634.405195
  nChanged 51
		SP:Iteration 10Q (34145.620000 sec): 3 clusters
  Score: Raw -300222.974411 + Penalty 2553.932609 = -297669.041801
  nChanged 53
		SP:Iteration 11Q (34145.760000 sec): 3 clusters
  Score: Raw -300257.886046 + Penalty 2553.932609 = -297703.953436
  nChanged 56
		SP:Iteration 12Q (34145.920000 sec): 3 clusters
  Score: Raw -300304.153951 + Penalty 2553.932609 = -297750.221341
  nChanged 55
		SP:Iteration 13Q (34146.100000 sec): 3 clusters
  Score: Raw -300340.923049 + Penalty 2553.932609 = -297786.990440
  nChanged 48
		SP:Iteration 14Q (34146.270000 sec): 3 clusters
  Score: Raw -300375.178788 + Penalty 2553.932609 = -297821.246179
  nChanged 43
		SP:Iteration 15Q (34146.430000 sec): 3 clusters
  Score: Raw -300407.405769 + Penalty 2553.932609 = -297853.473160
  nChanged 38
		SP:Iteration 16Q (34146.550000 sec): 3 clusters
  Score: Raw -300433.211079 + Penalty 2553.932609 = -297879.278470
  nChanged 30
		SP:Iteration 17Q (34146.680000 sec): 3 clusters
  Score: Raw -300447.609302 + Penalty 2553.932609 = -297893.676692
  nChanged 22
		SP:Iteration 18Q (34146.800000 sec): 3 clusters
  Score: Raw -300463.964052 + Penalty 2553.932609 = -297910.031443
  nChanged 30
		SP:Iteration 19Q (34146.940000 sec): 3 clusters
  Score: Raw -300487.988554 + Penalty 2553.932609 = -297934.055945
  nChanged 27
		SP:Iteration 20F (34147.070000 sec): 3 clusters
  Score: Raw -300509.226886 + Penalty 2553.932609 = -297955.294277
  nChanged 19
		SP:Iteration 21Q (34147.200000 sec): 3 clusters
  Score: Raw -300525.230361 + Penalty 2553.932609 = -297971.297752
  nChanged 14
		SP:Iteration 22Q (34147.380000 sec): 3 clusters
  Score: Raw -300533.559396 + Penalty 2553.932609 = -297979.626787
  nChanged 9
		SP:Iteration 23Q (34147.550000 sec): 3 clusters
  Score: Raw -300538.685940 + Penalty 2553.932609 = -297984.753330
  nChanged 8
		SP:Iteration 24Q (34147.720000 sec): 3 clusters
  Score: Raw -300544.186067 + Penalty 2553.932609 = -297990.253458
  nChanged 10
		SP:Iteration 25Q (34147.900000 sec): 3 clusters
  Score: Raw -300551.368462 + Penalty 2553.932609 = -297997.435853
  nChanged 12
		SP:Iteration 26Q (34148.030000 sec): 3 clusters
  Score: Raw -300559.935950 + Penalty 2553.932609 = -298006.003340
  nChanged 7
		SP:Iteration 27Q (34148.180000 sec): 3 clusters
  Score: Raw -300564.792154 + Penalty 2553.932609 = -298010.859544
  nChanged 10
		SP:Iteration 28Q (34148.370000 sec): 3 clusters
  Score: Raw -300570.720546 + Penalty 2553.932609 = -298016.787937
  nChanged 5
		SP:Iteration 29Q (34148.560000 sec): 3 clusters
  Score: Raw -300574.219538 + Penalty 2553.932609 = -298020.286929
  nChanged 4
		SP:Iteration 30Q (34148.680000 sec): 3 clusters
  Score: Raw -300577.744040 + Penalty 2553.932609 = -298023.811431
  nChanged 3
		SP:Iteration 31Q (34148.810000 sec): 3 clusters
  Score: Raw -300579.791218 + Penalty 2553.932609 = -298025.858609
  nChanged 3
		SP:Iteration 32Q (34148.950000 sec): 3 clusters
  Score: Raw -300581.107004 + Penalty 2553.932609 = -298027.174395
  nChanged 3
		SP:Iteration 33Q (34149.070000 sec): 3 clusters
  Score: Raw -300582.188572 + Penalty 2553.932609 = -298028.255963
  nChanged 2
		SP:Iteration 34Q (34149.200000 sec): 3 clusters
  Score: Raw -300583.175186 + Penalty 2553.932609 = -298029.242576
  nChanged 1
		SP:Iteration 35Q (34149.360000 sec): 3 clusters
  Score: Raw -300584.187882 + Penalty 2553.932609 = -298030.255273
  nChanged 0
		SP:Iteration 36F (34149.570000 sec): 3 clusters
  Score: Raw -300584.187882 + Penalty 2553.932609 = -298030.255273
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 9 (346651 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (34151.240000 sec): 2 clusters
  Score: Raw -42526517.994657 + Penalty 2072.861991 = -42524445.132667
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (34153.560000 sec): 3 clusters
  Score: Raw -42294183.921719 + Penalty 4145.723981 = -42290038.197737
  nChanged 169473
		SP:Iteration 1F (34155.790000 sec): 3 clusters
  Score: Raw -42396612.856482 + Penalty 4145.723981 = -42392467.132500
  nChanged 12306
		SP:Iteration 2Q (34158.120000 sec): 3 clusters
  Score: Raw -42400655.393476 + Penalty 4145.723981 = -42396509.669494
  nChanged 17657
		SP:Iteration 3F (34160.040000 sec): 3 clusters
  Score: Raw -42409014.021225 + Penalty 4145.723981 = -42404868.297243
  nChanged 25308
		SP:Iteration 4F (34162.330000 sec): 3 clusters
  Score: Raw -42425832.002424 + Penalty 4145.723981 = -42421686.278442
  nChanged 32984
		SP:Iteration 5F (34164.580000 sec): 3 clusters
  Score: Raw -42454456.508332 + Penalty 4145.723981 = -42450310.784350
  nChanged 33383
		SP:Iteration 6F (34166.820000 sec): 3 clusters
  Score: Raw -42487794.640625 + Penalty 4145.723981 = -42483648.916643
  nChanged 23319
		SP:Iteration 7F (34169.490000 sec): 3 clusters
  Score: Raw -42511550.085083 + Penalty 4145.723981 = -42507404.361101
  nChanged 10983
		SP:Iteration 8Q (34171.840000 sec): 3 clusters
  Score: Raw -42522396.360471 + Penalty 4145.723981 = -42518250.636490
  nChanged 3525
		SP:Iteration 9Q (34174.110000 sec): 3 clusters
  Score: Raw -42525606.090866 + Penalty 4145.723981 = -42521460.366884
  nChanged 874
		SP:Iteration 10Q (34175.990000 sec): 3 clusters
  Score: Raw -42526359.274432 + Penalty 4145.723981 = -42522213.550450
  nChanged 263
		SP:Iteration 11Q (34177.790000 sec): 3 clusters
  Score: Raw -42526600.623175 + Penalty 4145.723981 = -42522454.899193
  nChanged 102
		SP:Iteration 12Q (34179.770000 sec): 3 clusters
  Score: Raw -42526705.432639 + Penalty 4145.723981 = -42522559.708657
  nChanged 55
		SP:Iteration 13Q (34181.780000 sec): 3 clusters
  Score: Raw -42526763.196792 + Penalty 4145.723981 = -42522617.472811
  nChanged 33
		SP:Iteration 14Q (34183.920000 sec): 3 clusters
  Score: Raw -42526799.968617 + Penalty 4145.723981 = -42522654.244635
  nChanged 16
		SP:Iteration 15Q (34185.840000 sec): 3 clusters
  Score: Raw -42526819.048160 + Penalty 4145.723981 = -42522673.324178
  nChanged 8
		SP:Iteration 16Q (34187.850000 sec): 3 clusters
  Score: Raw -42526825.214835 + Penalty 4145.723981 = -42522679.490854
  nChanged 12
		SP:Iteration 17Q (34189.980000 sec): 3 clusters
  Score: Raw -42526837.308112 + Penalty 4145.723981 = -42522691.584131
  nChanged 10
		SP:Iteration 18Q (34191.750000 sec): 3 clusters
  Score: Raw -42526849.785528 + Penalty 4145.723981 = -42522704.061547
  nChanged 10
		SP:Iteration 19Q (34193.920000 sec): 3 clusters
  Score: Raw -42526867.910714 + Penalty 4145.723981 = -42522722.186733
  nChanged 11
		SP:Iteration 20F (34196.040000 sec): 3 clusters
  Score: Raw -42526878.044657 + Penalty 4145.723981 = -42522732.320675
  nChanged 14
		SP:Iteration 21Q (34197.820000 sec): 3 clusters
  Score: Raw -42526891.946784 + Penalty 4145.723981 = -42522746.222802
  nChanged 10
		SP:Iteration 22Q (34199.920000 sec): 3 clusters
  Score: Raw -42526899.665344 + Penalty 4145.723981 = -42522753.941363
  nChanged 4
		SP:Iteration 23Q (34201.880000 sec): 3 clusters
  Score: Raw -42526902.016447 + Penalty 4145.723981 = -42522756.292466
  nChanged 3
		SP:Iteration 24Q (34203.880000 sec): 3 clusters
  Score: Raw -42526905.755296 + Penalty 4145.723981 = -42522760.031315
  nChanged 3
		SP:Iteration 25Q (34206.100000 sec): 3 clusters
  Score: Raw -42526907.705680 + Penalty 4145.723981 = -42522761.981698
  nChanged 4
		SP:Iteration 26Q (34208.210000 sec): 3 clusters
  Score: Raw -42526912.188115 + Penalty 4145.723981 = -42522766.464133
  nChanged 4
		SP:Iteration 27Q (34210.250000 sec): 3 clusters
  Score: Raw -42526917.368000 + Penalty 4145.723981 = -42522771.644018
  nChanged 2
		SP:Iteration 28Q (34212.230000 sec): 3 clusters
  Score: Raw -42526918.755856 + Penalty 4145.723981 = -42522773.031874
  nChanged 1
		SP:Iteration 29Q (34214.230000 sec): 3 clusters
  Score: Raw -42526919.766951 + Penalty 4145.723981 = -42522774.042969
  nChanged 1
		SP:Iteration 30Q (34216.240000 sec): 3 clusters
  Score: Raw -42526920.988536 + Penalty 4145.723981 = -42522775.264555
  nChanged 0
		SP:Iteration 31F (34218.420000 sec): 3 clusters
  Score: Raw -42526920.988536 + Penalty 4145.723981 = -42522775.264555
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 10 (30920 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (34218.740000 sec): 2 clusters
  Score: Raw -3651673.762501 + Penalty 1680.113257 = -3649993.649244
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (34219.080000 sec): 3 clusters
  Score: Raw -3632583.594448 + Penalty 3360.226513 = -3629223.367934
  nChanged 14298
		SP:Iteration 1F (34219.440000 sec): 3 clusters
  Score: Raw -3640532.507456 + Penalty 3360.226513 = -3637172.280942
  nChanged 1374
		SP:Iteration 2Q (34219.740000 sec): 3 clusters
  Score: Raw -3641012.266283 + Penalty 3360.226513 = -3637652.039769
  nChanged 1400
		SP:Iteration 3Q (34220.060000 sec): 3 clusters
  Score: Raw -3641561.670516 + Penalty 3360.226513 = -3638201.444002
  nChanged 1527
		SP:Iteration 4Q (34220.410000 sec): 3 clusters
  Score: Raw -3642323.169443 + Penalty 3360.226513 = -3638962.942930
  nChanged 1828
		SP:Iteration 5F (34220.740000 sec): 3 clusters
  Score: Raw -3643474.969074 + Penalty 3360.226513 = -3640114.742560
  nChanged 2201
		SP:Iteration 6F (34221.060000 sec): 3 clusters
  Score: Raw -3645176.107287 + Penalty 3360.226513 = -3641815.880774
  nChanged 2394
		SP:Iteration 7F (34221.370000 sec): 3 clusters
  Score: Raw -3647276.227105 + Penalty 3360.226513 = -3643916.000592
  nChanged 2125
		SP:Iteration 8F (34221.670000 sec): 3 clusters
  Score: Raw -3649246.110215 + Penalty 3360.226513 = -3645885.883701
  nChanged 1472
		SP:Iteration 9Q (34222.000000 sec): 3 clusters
  Score: Raw -3650623.164440 + Penalty 3360.226513 = -3647262.937927
  nChanged 751
		SP:Iteration 10Q (34222.380000 sec): 3 clusters
  Score: Raw -3651314.819472 + Penalty 3360.226513 = -3647954.592959
  nChanged 319
		SP:Iteration 11Q (34222.720000 sec): 3 clusters
  Score: Raw -3651615.644805 + Penalty 3360.226513 = -3648255.418292
  nChanged 131
		SP:Iteration 12Q (34223.040000 sec): 3 clusters
  Score: Raw -3651747.923692 + Penalty 3360.226513 = -3648387.697179
  nChanged 61
		SP:Iteration 13Q (34223.330000 sec): 3 clusters
  Score: Raw -3651807.818359 + Penalty 3360.226513 = -3648447.591846
  nChanged 21
		SP:Iteration 14Q (34223.670000 sec): 3 clusters
  Score: Raw -3651826.036497 + Penalty 3360.226513 = -3648465.809983
  nChanged 12
		SP:Iteration 15Q (34223.970000 sec): 3 clusters
  Score: Raw -3651839.870439 + Penalty 3360.226513 = -3648479.643925
  nChanged 7
		SP:Iteration 16Q (34224.290000 sec): 3 clusters
  Score: Raw -3651849.921826 + Penalty 3360.226513 = -3648489.695312
  nChanged 4
		SP:Iteration 17Q (34224.590000 sec): 3 clusters
  Score: Raw -3651854.240596 + Penalty 3360.226513 = -3648494.014083
  nChanged 2
		SP:Iteration 18Q (34224.860000 sec): 3 clusters
  Score: Raw -3651856.753275 + Penalty 3360.226513 = -3648496.526762
  nChanged 1
		SP:Iteration 19Q (34225.160000 sec): 3 clusters
  Score: Raw -3651857.333053 + Penalty 3360.226513 = -3648497.106539
  nChanged 0
		SP:Iteration 20F (34225.490000 sec): 3 clusters
  Score: Raw -3651857.333053 + Penalty 3360.226513 = -3648497.106539
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 11 (1204 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (34225.610000 sec): 2 clusters
  Score: Raw -141660.426129 + Penalty 1152.678252 = -140507.747878
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (34225.780000 sec): 3 clusters
  Score: Raw -141269.941844 + Penalty 2305.356503 = -138964.585341
  nChanged 383
		SP:Iteration 1F (34225.930000 sec): 3 clusters
  Score: Raw -141723.813432 + Penalty 2305.356503 = -139418.456929
  nChanged 115
		SP:Iteration 2F (34226.050000 sec): 3 clusters
  Score: Raw -141937.364059 + Penalty 2305.356503 = -139632.007556
  nChanged 86
		SP:Iteration 3F (34226.150000 sec): 3 clusters
  Score: Raw -142066.521114 + Penalty 2305.356503 = -139761.164611
  nChanged 58
		SP:Iteration 4Q (34226.340000 sec): 3 clusters
  Score: Raw -142149.543523 + Penalty 2305.356503 = -139844.187019
  nChanged 57
		SP:Iteration 5Q (34226.490000 sec): 3 clusters
  Score: Raw -142213.381789 + Penalty 2305.356503 = -139908.025285
  nChanged 35
		SP:Iteration 6Q (34226.680000 sec): 3 clusters
  Score: Raw -142260.188679 + Penalty 2305.356503 = -139954.832175
  nChanged 31
		SP:Iteration 7Q (34226.820000 sec): 3 clusters
  Score: Raw -142289.592845 + Penalty 2305.356503 = -139984.236342
  nChanged 22
		SP:Iteration 8Q (34226.990000 sec): 3 clusters
  Score: Raw -142312.778850 + Penalty 2305.356503 = -140007.422346
  nChanged 16
		SP:Iteration 9Q (34227.150000 sec): 3 clusters
  Score: Raw -142329.593549 + Penalty 2305.356503 = -140024.237046
  nChanged 14
		SP:Iteration 10Q (34227.340000 sec): 3 clusters
  Score: Raw -142345.854117 + Penalty 2305.356503 = -140040.497614
  nChanged 10
		SP:Iteration 11Q (34227.480000 sec): 3 clusters
  Score: Raw -142355.871580 + Penalty 2305.356503 = -140050.515077
  nChanged 6
		SP:Iteration 12Q (34227.620000 sec): 3 clusters
  Score: Raw -142360.925619 + Penalty 2305.356503 = -140055.569116
  nChanged 3
		SP:Iteration 13Q (34227.780000 sec): 3 clusters
  Score: Raw -142363.176169 + Penalty 2305.356503 = -140057.819666
  nChanged 4
		SP:Iteration 14Q (34227.940000 sec): 3 clusters
  Score: Raw -142366.303420 + Penalty 2305.356503 = -140060.946916
  nChanged 2
		SP:Iteration 15Q (34228.100000 sec): 3 clusters
  Score: Raw -142367.760650 + Penalty 2305.356503 = -140062.404146
  nChanged 1
		SP:Iteration 16Q (34228.310000 sec): 3 clusters
  Score: Raw -142368.729808 + Penalty 2305.356503 = -140063.373304
  nChanged 0
		SP:Iteration 17F (34228.430000 sec): 3 clusters
  Score: Raw -142368.729808 + Penalty 2305.356503 = -140063.373304
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 12 (14710 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (34228.590000 sec): 2 clusters
  Score: Raw -1773877.371018 + Penalty 1559.395957 = -1772317.975061
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (34228.840000 sec): 3 clusters
  Score: Raw -1765387.620486 + Penalty 3118.791914 = -1762268.828572
  nChanged 6474
		SP:Iteration 1F (34229.090000 sec): 3 clusters
  Score: Raw -1768905.320312 + Penalty 3118.791914 = -1765786.528397
  nChanged 830
		SP:Iteration 2F (34229.290000 sec): 3 clusters
  Score: Raw -1769248.839002 + Penalty 3118.791914 = -1766130.047087
  nChanged 768
		SP:Iteration 3F (34229.530000 sec): 3 clusters
  Score: Raw -1769602.019317 + Penalty 3118.791914 = -1766483.227402
  nChanged 817
		SP:Iteration 4F (34229.790000 sec): 3 clusters
  Score: Raw -1770033.065002 + Penalty 3118.791914 = -1766914.273087
  nChanged 861
		SP:Iteration 5F (34230.040000 sec): 3 clusters
  Score: Raw -1770542.739325 + Penalty 3118.791914 = -1767423.947411
  nChanged 873
		SP:Iteration 6F (34230.280000 sec): 3 clusters
  Score: Raw -1771086.680860 + Penalty 3118.791914 = -1767967.888946
  nChanged 798
		SP:Iteration 7F (34230.490000 sec): 3 clusters
  Score: Raw -1771589.584665 + Penalty 3118.791914 = -1768470.792750
  nChanged 709
		SP:Iteration 8Q (34230.780000 sec): 3 clusters
  Score: Raw -1772047.868993 + Penalty 3118.791914 = -1768929.077078
  nChanged 602
		SP:Iteration 9Q (34231.020000 sec): 3 clusters
  Score: Raw -1772435.752191 + Penalty 3118.791914 = -1769316.960277
  nChanged 514
		SP:Iteration 10Q (34231.290000 sec): 3 clusters
  Score: Raw -1772806.416021 + Penalty 3118.791914 = -1769687.624107
  nChanged 458
		SP:Iteration 11Q (34231.540000 sec): 3 clusters
  Score: Raw -1773179.591738 + Penalty 3118.791914 = -1770060.799823
  nChanged 356
		SP:Iteration 12Q (34231.760000 sec): 3 clusters
  Score: Raw -1773460.262112 + Penalty 3118.791914 = -1770341.470197
  nChanged 215
		SP:Iteration 13Q (34232.030000 sec): 3 clusters
  Score: Raw -1773633.250420 + Penalty 3118.791914 = -1770514.458506
  nChanged 152
		SP:Iteration 14Q (34232.280000 sec): 3 clusters
  Score: Raw -1773771.005613 + Penalty 3118.791914 = -1770652.213698
  nChanged 108
		SP:Iteration 15Q (34232.500000 sec): 3 clusters
  Score: Raw -1773869.915089 + Penalty 3118.791914 = -1770751.123175
  nChanged 70
		SP:Iteration 16Q (34232.740000 sec): 3 clusters
  Score: Raw -1773943.820020 + Penalty 3118.791914 = -1770825.028105
  nChanged 43
		SP:Iteration 17Q (34232.980000 sec): 3 clusters
  Score: Raw -1773992.076724 + Penalty 3118.791914 = -1770873.284809
  nChanged 33
		SP:Iteration 18Q (34233.220000 sec): 3 clusters
  Score: Raw -1774024.694271 + Penalty 3118.791914 = -1770905.902357
  nChanged 17
		SP:Iteration 19Q (34233.420000 sec): 3 clusters
  Score: Raw -1774041.338150 + Penalty 3118.791914 = -1770922.546235
  nChanged 13
		SP:Iteration 20F (34233.620000 sec): 3 clusters
  Score: Raw -1774057.913642 + Penalty 3118.791914 = -1770939.121727
  nChanged 8
		SP:Iteration 21Q (34233.900000 sec): 3 clusters
  Score: Raw -1774065.352418 + Penalty 3118.791914 = -1770946.560504
  nChanged 5
		SP:Iteration 22Q (34234.120000 sec): 3 clusters
  Score: Raw -1774071.209031 + Penalty 3118.791914 = -1770952.417117
  nChanged 9
		SP:Iteration 23Q (34234.320000 sec): 3 clusters
  Score: Raw -1774079.226580 + Penalty 3118.791914 = -1770960.434665
  nChanged 11
		SP:Iteration 24Q (34234.520000 sec): 3 clusters
  Score: Raw -1774093.996489 + Penalty 3118.791914 = -1770975.204574
  nChanged 8
		SP:Iteration 25Q (34234.750000 sec): 3 clusters
  Score: Raw -1774102.653042 + Penalty 3118.791914 = -1770983.861128
  nChanged 4
		SP:Iteration 26Q (34235.010000 sec): 3 clusters
  Score: Raw -1774105.698257 + Penalty 3118.791914 = -1770986.906343
  nChanged 2
		SP:Iteration 27Q (34235.280000 sec): 3 clusters
  Score: Raw -1774107.266696 + Penalty 3118.791914 = -1770988.474781
  nChanged 2
		SP:Iteration 28Q (34235.470000 sec): 3 clusters
  Score: Raw -1774109.964796 + Penalty 3118.791914 = -1770991.172882
  nChanged 1
		SP:Iteration 29Q (34235.710000 sec): 3 clusters
  Score: Raw -1774112.261974 + Penalty 3118.791914 = -1770993.470059
  nChanged 1
		SP:Iteration 30Q (34235.930000 sec): 3 clusters
  Score: Raw -1774113.644938 + Penalty 3118.791914 = -1770994.853023
  nChanged 2
		SP:Iteration 31Q (34236.170000 sec): 3 clusters
  Score: Raw -1774115.632216 + Penalty 3118.791914 = -1770996.840302
  nChanged 0
		SP:Iteration 32F (34236.440000 sec): 3 clusters
  Score: Raw -1774115.632216 + Penalty 3118.791914 = -1770996.840302
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 13 (4723 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (34236.560000 sec): 2 clusters
  Score: Raw -527636.769465 + Penalty 1374.782414 = -526261.987051
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (34236.730000 sec): 3 clusters
  Score: Raw -525238.549122 + Penalty 2749.564828 = -522488.984294
  nChanged 1910
		SP:Iteration 1F (34236.980000 sec): 3 clusters
  Score: Raw -526434.962095 + Penalty 2749.564828 = -523685.397267
  nChanged 400
		SP:Iteration 2F (34237.100000 sec): 3 clusters
  Score: Raw -526788.447602 + Penalty 2749.564828 = -524038.882775
  nChanged 374
		SP:Iteration 3F (34237.290000 sec): 3 clusters
  Score: Raw -527136.440168 + Penalty 2749.564828 = -524386.875340
  nChanged 334
		SP:Iteration 4F (34237.470000 sec): 3 clusters
  Score: Raw -527501.043694 + Penalty 2749.564828 = -524751.478866
  nChanged 315
		SP:Iteration 5F (34237.630000 sec): 3 clusters
  Score: Raw -527825.249700 + Penalty 2749.564828 = -525075.684872
  nChanged 254
		SP:Iteration 6F (34237.770000 sec): 3 clusters
  Score: Raw -528102.399129 + Penalty 2749.564828 = -525352.834301
  nChanged 222
		SP:Iteration 7Q (34237.910000 sec): 3 clusters
  Score: Raw -528348.685136 + Penalty 2749.564828 = -525599.120308
  nChanged 189
		SP:Iteration 8Q (34238.090000 sec): 3 clusters
  Score: Raw -528527.917047 + Penalty 2749.564828 = -525778.352219
  nChanged 150
		SP:Iteration 9Q (34238.230000 sec): 3 clusters
  Score: Raw -528639.101275 + Penalty 2749.564828 = -525889.536447
  nChanged 120
		SP:Iteration 10Q (34238.390000 sec): 3 clusters
  Score: Raw -528711.976185 + Penalty 2749.564828 = -525962.411357
  nChanged 82
		SP:Iteration 11Q (34238.560000 sec): 3 clusters
  Score: Raw -528770.118416 + Penalty 2749.564828 = -526020.553588
  nChanged 73
		SP:Iteration 12Q (34238.730000 sec): 3 clusters
  Score: Raw -528813.306793 + Penalty 2749.564828 = -526063.741965
  nChanged 51
		SP:Iteration 13Q (34238.910000 sec): 3 clusters
  Score: Raw -528835.646742 + Penalty 2749.564828 = -526086.081914
  nChanged 33
		SP:Iteration 14Q (34239.060000 sec): 3 clusters
  Score: Raw -528846.248121 + Penalty 2749.564828 = -526096.683293
  nChanged 20
		SP:Iteration 15Q (34239.200000 sec): 3 clusters
  Score: Raw -528852.115194 + Penalty 2749.564828 = -526102.550366
  nChanged 23
		SP:Iteration 16Q (34239.360000 sec): 3 clusters
  Score: Raw -528858.560306 + Penalty 2749.564828 = -526108.995479
  nChanged 23
		SP:Iteration 17Q (34239.540000 sec): 3 clusters
  Score: Raw -528865.057884 + Penalty 2749.564828 = -526115.493057
  nChanged 16
		SP:Iteration 18Q (34239.660000 sec): 3 clusters
  Score: Raw -528870.223610 + Penalty 2749.564828 = -526120.658783
  nChanged 13
		SP:Iteration 19Q (34239.820000 sec): 3 clusters
  Score: Raw -528873.246128 + Penalty 2749.564828 = -526123.681301
  nChanged 8
		SP:Iteration 20F (34239.960000 sec): 3 clusters
  Score: Raw -528875.454949 + Penalty 2749.564828 = -526125.890121
  nChanged 7
		SP:Iteration 21Q (34240.120000 sec): 3 clusters
  Score: Raw -528876.404184 + Penalty 2749.564828 = -526126.839357
  nChanged 2
		SP:Iteration 22Q (34240.290000 sec): 3 clusters
  Score: Raw -528876.588247 + Penalty 2749.564828 = -526127.023420
  nChanged 1
		SP:Iteration 23Q (34240.460000 sec): 3 clusters
  Score: Raw -528876.702344 + Penalty 2749.564828 = -526127.137517
  nChanged 1
		SP:Iteration 24Q (34240.630000 sec): 3 clusters
  Score: Raw -528877.070777 + Penalty 2749.564828 = -526127.505949
  nChanged 1
		SP:Iteration 25Q (34240.790000 sec): 3 clusters
  Score: Raw -528877.133077 + Penalty 2749.564828 = -526127.568249
  nChanged 1
		SP:Iteration 26Q (34240.960000 sec): 3 clusters
  Score: Raw -528877.263773 + Penalty 2749.564828 = -526127.698945
  nChanged 0
		SP:Iteration 27F (34241.140000 sec): 3 clusters
  Score: Raw -528877.263773 + Penalty 2749.564828 = -526127.698945
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 14 (32306 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (34241.420000 sec): 2 clusters
  Score: Raw -3949592.662298 + Penalty 1687.238841 = -3947905.423457
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (34241.790000 sec): 3 clusters
  Score: Raw -3929595.323349 + Penalty 3374.477681 = -3926220.845668
  nChanged 15048
		SP:Iteration 1F (34242.110000 sec): 3 clusters
  Score: Raw -3938326.948502 + Penalty 3374.477681 = -3934952.470821
  nChanged 1885
		SP:Iteration 2F (34242.520000 sec): 3 clusters
  Score: Raw -3939228.482260 + Penalty 3374.477681 = -3935854.004579
  nChanged 2107
		SP:Iteration 3F (34242.870000 sec): 3 clusters
  Score: Raw -3940443.049237 + Penalty 3374.477681 = -3937068.571556
  nChanged 2314
		SP:Iteration 4F (34243.210000 sec): 3 clusters
  Score: Raw -3942006.779159 + Penalty 3374.477681 = -3938632.301478
  nChanged 2315
		SP:Iteration 5F (34243.590000 sec): 3 clusters
  Score: Raw -3943779.173834 + Penalty 3374.477681 = -3940404.696153
  nChanged 2172
		SP:Iteration 6F (34243.940000 sec): 3 clusters
  Score: Raw -3945518.178404 + Penalty 3374.477681 = -3942143.700723
  nChanged 1678
		SP:Iteration 7F (34244.260000 sec): 3 clusters
  Score: Raw -3946918.676782 + Penalty 3374.477681 = -3943544.199101
  nChanged 1273
		SP:Iteration 8Q (34244.630000 sec): 3 clusters
  Score: Raw -3947990.268024 + Penalty 3374.477681 = -3944615.790342
  nChanged 871
		SP:Iteration 9Q (34244.930000 sec): 3 clusters
  Score: Raw -3948709.676525 + Penalty 3374.477681 = -3945335.198844
  nChanged 514
		SP:Iteration 10Q (34245.230000 sec): 3 clusters
  Score: Raw -3949129.682437 + Penalty 3374.477681 = -3945755.204755
  nChanged 300
		SP:Iteration 11Q (34245.540000 sec): 3 clusters
  Score: Raw -3949372.320441 + Penalty 3374.477681 = -3945997.842760
  nChanged 176
		SP:Iteration 12Q (34245.850000 sec): 3 clusters
  Score: Raw -3949535.013730 + Penalty 3374.477681 = -3946160.536049
  nChanged 104
		SP:Iteration 13Q (34246.200000 sec): 3 clusters
  Score: Raw -3949628.382610 + Penalty 3374.477681 = -3946253.904928
  nChanged 63
		SP:Iteration 14Q (34246.570000 sec): 3 clusters
  Score: Raw -3949679.180541 + Penalty 3374.477681 = -3946304.702860
  nChanged 34
		SP:Iteration 15Q (34246.850000 sec): 3 clusters
  Score: Raw -3949707.596639 + Penalty 3374.477681 = -3946333.118957
  nChanged 24
		SP:Iteration 16Q (34247.220000 sec): 3 clusters
  Score: Raw -3949725.915130 + Penalty 3374.477681 = -3946351.437449
  nChanged 17
		SP:Iteration 17Q (34247.490000 sec): 3 clusters
  Score: Raw -3949740.686482 + Penalty 3374.477681 = -3946366.208801
  nChanged 13
		SP:Iteration 18Q (34247.840000 sec): 3 clusters
  Score: Raw -3949751.296555 + Penalty 3374.477681 = -3946376.818874
  nChanged 11
		SP:Iteration 19Q (34248.150000 sec): 3 clusters
  Score: Raw -3949762.296417 + Penalty 3374.477681 = -3946387.818735
  nChanged 10
		SP:Iteration 20F (34248.490000 sec): 3 clusters
  Score: Raw -3949769.623877 + Penalty 3374.477681 = -3946395.146195
  nChanged 12
		SP:Iteration 21Q (34248.720000 sec): 3 clusters
  Score: Raw -3949774.898710 + Penalty 3374.477681 = -3946400.421029
  nChanged 6
		SP:Iteration 22Q (34249.080000 sec): 3 clusters
  Score: Raw -3949779.799073 + Penalty 3374.477681 = -3946405.321392
  nChanged 8
		SP:Iteration 23Q (34249.370000 sec): 3 clusters
  Score: Raw -3949788.074116 + Penalty 3374.477681 = -3946413.596434
  nChanged 6
		SP:Iteration 24Q (34249.690000 sec): 3 clusters
  Score: Raw -3949792.563770 + Penalty 3374.477681 = -3946418.086089
  nChanged 4
		SP:Iteration 25Q (34249.980000 sec): 3 clusters
  Score: Raw -3949795.924136 + Penalty 3374.477681 = -3946421.446455
  nChanged 3
		SP:Iteration 26Q (34250.290000 sec): 3 clusters
  Score: Raw -3949798.561860 + Penalty 3374.477681 = -3946424.084179
  nChanged 4
		SP:Iteration 27Q (34250.590000 sec): 3 clusters
  Score: Raw -3949801.267804 + Penalty 3374.477681 = -3946426.790123
  nChanged 6
		SP:Iteration 28Q (34250.910000 sec): 3 clusters
  Score: Raw -3949805.195708 + Penalty 3374.477681 = -3946430.718027
  nChanged 1
		SP:Iteration 29Q (34251.230000 sec): 3 clusters
  Score: Raw -3949805.582903 + Penalty 3374.477681 = -3946431.105222
  nChanged 1
		SP:Iteration 30Q (34251.580000 sec): 3 clusters
  Score: Raw -3949806.038574 + Penalty 3374.477681 = -3946431.560893
  nChanged 1
		SP:Iteration 31Q (34251.870000 sec): 3 clusters
  Score: Raw -3949806.487459 + Penalty 3374.477681 = -3946432.009777
  nChanged 0
		SP:Iteration 32F (34252.220000 sec): 3 clusters
  Score: Raw -3949806.487459 + Penalty 3374.477681 = -3946432.009777
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 15 (1777 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (34252.320000 sec): 2 clusters
  Score: Raw -197830.818421 + Penalty 1215.935797 = -196614.882624
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (34252.480000 sec): 3 clusters
  Score: Raw -197237.748776 + Penalty 2431.871594 = -194805.877182
  nChanged 618
		SP:Iteration 1F (34252.570000 sec): 3 clusters
  Score: Raw -197828.624603 + Penalty 2431.871594 = -195396.753009
  nChanged 166
		SP:Iteration 2F (34252.670000 sec): 3 clusters
  Score: Raw -198041.720143 + Penalty 2431.871594 = -195609.848549
  nChanged 131
		SP:Iteration 3F (34252.780000 sec): 3 clusters
  Score: Raw -198237.909847 + Penalty 2431.871594 = -195806.038253
  nChanged 126
		SP:Iteration 4F (34252.920000 sec): 3 clusters
  Score: Raw -198425.032566 + Penalty 2431.871594 = -195993.160972
  nChanged 94
		SP:Iteration 5F (34253.090000 sec): 3 clusters
  Score: Raw -198562.079549 + Penalty 2431.871594 = -196130.207954
  nChanged 69
		SP:Iteration 6Q (34253.290000 sec): 3 clusters
  Score: Raw -198660.699706 + Penalty 2431.871594 = -196228.828112
  nChanged 49
		SP:Iteration 7Q (34253.420000 sec): 3 clusters
  Score: Raw -198720.281173 + Penalty 2431.871594 = -196288.409578
  nChanged 28
		SP:Iteration 8Q (34253.580000 sec): 3 clusters
  Score: Raw -198745.461978 + Penalty 2431.871594 = -196313.590384
  nChanged 20
		SP:Iteration 9Q (34253.720000 sec): 3 clusters
  Score: Raw -198764.881204 + Penalty 2431.871594 = -196333.009610
  nChanged 16
		SP:Iteration 10Q (34253.860000 sec): 3 clusters
  Score: Raw -198776.166086 + Penalty 2431.871594 = -196344.294491
  nChanged 9
		SP:Iteration 11Q (34254.050000 sec): 3 clusters
  Score: Raw -198782.854463 + Penalty 2431.871594 = -196350.982869
  nChanged 6
		SP:Iteration 12Q (34254.220000 sec): 3 clusters
  Score: Raw -198787.396982 + Penalty 2431.871594 = -196355.525387
  nChanged 3
		SP:Iteration 13Q (34254.370000 sec): 3 clusters
  Score: Raw -198788.766846 + Penalty 2431.871594 = -196356.895252
  nChanged 3
		SP:Iteration 14Q (34254.530000 sec): 3 clusters
  Score: Raw -198790.253340 + Penalty 2431.871594 = -196358.381746
  nChanged 3
		SP:Iteration 15Q (34254.680000 sec): 3 clusters
  Score: Raw -198792.497095 + Penalty 2431.871594 = -196360.625501
  nChanged 3
		SP:Iteration 16Q (34254.810000 sec): 3 clusters
  Score: Raw -198795.614832 + Penalty 2431.871594 = -196363.743238
  nChanged 1
		SP:Iteration 17Q (34254.910000 sec): 3 clusters
  Score: Raw -198796.178561 + Penalty 2431.871594 = -196364.306967
  nChanged 3
		SP:Iteration 18Q (34255.020000 sec): 3 clusters
  Score: Raw -198797.295891 + Penalty 2431.871594 = -196365.424297
  nChanged 0
		SP:Iteration 19F (34255.130000 sec): 3 clusters
  Score: Raw -198797.295891 + Penalty 2431.871594 = -196365.424297
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 16 (690 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (34255.220000 sec): 2 clusters
  Score: Raw -78174.555623 + Penalty 1062.212385 = -77112.343239
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (34255.310000 sec): 3 clusters
  Score: Raw -78095.896145 + Penalty 2124.424769 = -75971.471376
  nChanged 206
		SP:Iteration 1F (34255.410000 sec): 3 clusters
  Score: Raw -78406.049823 + Penalty 2124.424769 = -76281.625054
  nChanged 53
		SP:Iteration 2F (34255.560000 sec): 3 clusters
  Score: Raw -78486.721626 + Penalty 2124.424769 = -76362.296857
  nChanged 27
		SP:Iteration 3Q (34255.670000 sec): 3 clusters
  Score: Raw -78524.241645 + Penalty 2124.424769 = -76399.816876
  nChanged 13
		SP:Iteration 4Q (34255.800000 sec): 3 clusters
  Score: Raw -78540.281089 + Penalty 2124.424769 = -76415.856320
  nChanged 17
		SP:Iteration 5Q (34255.920000 sec): 3 clusters
  Score: Raw -78561.128491 + Penalty 2124.424769 = -76436.703721
  nChanged 13
		SP:Iteration 6Q (34256.090000 sec): 3 clusters
  Score: Raw -78574.968697 + Penalty 2124.424769 = -76450.543928
  nChanged 7
		SP:Iteration 7Q (34256.270000 sec): 3 clusters
  Score: Raw -78585.288225 + Penalty 2124.424769 = -76460.863456
  nChanged 9
		SP:Iteration 8Q (34256.450000 sec): 3 clusters
  Score: Raw -78596.417955 + Penalty 2124.424769 = -76471.993186
  nChanged 7
		SP:Iteration 9Q (34256.610000 sec): 3 clusters
  Score: Raw -78601.478045 + Penalty 2124.424769 = -76477.053276
  nChanged 6
		SP:Iteration 10Q (34256.790000 sec): 3 clusters
  Score: Raw -78608.019200 + Penalty 2124.424769 = -76483.594431
  nChanged 5
		SP:Iteration 11Q (34256.910000 sec): 3 clusters
  Score: Raw -78612.097358 + Penalty 2124.424769 = -76487.672588
  nChanged 3
		SP:Iteration 12Q (34257.100000 sec): 3 clusters
  Score: Raw -78613.916946 + Penalty 2124.424769 = -76489.492177
  nChanged 4
		SP:Iteration 13Q (34257.250000 sec): 3 clusters
  Score: Raw -78618.342881 + Penalty 2124.424769 = -76493.918111
  nChanged 1
		SP:Iteration 14Q (34257.420000 sec): 3 clusters
  Score: Raw -78619.262508 + Penalty 2124.424769 = -76494.837739
  nChanged 0
		SP:Iteration 15F (34257.610000 sec): 3 clusters
  Score: Raw -78619.262508 + Penalty 2124.424769 = -76494.837739
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 17 (321 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (34257.670000 sec): 2 clusters
  Score: Raw -22577.690644 + Penalty 937.859183 = -21639.831462
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (34257.800000 sec): 3 clusters
  Score: Raw -22678.279425 + Penalty 1875.718365 = -20802.561060
  nChanged 83
		SP:Iteration 1F (34257.950000 sec): 3 clusters
  Score: Raw -22944.730031 + Penalty 1875.718365 = -21069.011666
  nChanged 28
		SP:Iteration 2F (34258.090000 sec): 3 clusters
  Score: Raw -23076.303668 + Penalty 1875.718365 = -21200.585303
  nChanged 19
		SP:Iteration 3F (34258.260000 sec): 3 clusters
  Score: Raw -23140.303114 + Penalty 1875.718365 = -21264.584749
  nChanged 13
		SP:Iteration 4Q (34258.390000 sec): 3 clusters
  Score: Raw -23191.012476 + Penalty 1875.718365 = -21315.294111
  nChanged 8
		SP:Iteration 5Q (34258.510000 sec): 3 clusters
  Score: Raw -23238.146661 + Penalty 1875.718365 = -21362.428296
  nChanged 2
		SP:Iteration 6Q (34258.620000 sec): 3 clusters
  Score: Raw -23257.275616 + Penalty 1875.718365 = -21381.557251
  nChanged 1
		SP:Iteration 7Q (34258.720000 sec): 3 clusters
  Score: Raw -23273.464079 + Penalty 1875.718365 = -21397.745714
  nChanged 0
		SP:Iteration 8F (34258.810000 sec): 3 clusters
  Score: Raw -23273.464079 + Penalty 1875.718365 = -21397.745714
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 18 (2888 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (34258.890000 sec): 2 clusters
  Score: Raw -351231.759458 + Penalty 1294.851919 = -349936.907539
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (34258.990000 sec): 3 clusters
  Score: Raw -349861.155385 + Penalty 2589.703838 = -347271.451548
  nChanged 1110
		SP:Iteration 1F (34259.100000 sec): 3 clusters
  Score: Raw -350514.906189 + Penalty 2589.703838 = -347925.202351
  nChanged 216
		SP:Iteration 2F (34259.210000 sec): 3 clusters
  Score: Raw -350641.085147 + Penalty 2589.703838 = -348051.381309
  nChanged 136
		SP:Iteration 3Q (34259.310000 sec): 3 clusters
  Score: Raw -350717.312416 + Penalty 2589.703838 = -348127.608579
  nChanged 96
		SP:Iteration 4Q (34259.410000 sec): 3 clusters
  Score: Raw -350771.965613 + Penalty 2589.703838 = -348182.261775
  nChanged 86
		SP:Iteration 5Q (34259.500000 sec): 3 clusters
  Score: Raw -350825.350884 + Penalty 2589.703838 = -348235.647047
  nChanged 88
		SP:Iteration 6Q (34259.600000 sec): 3 clusters
  Score: Raw -350880.458161 + Penalty 2589.703838 = -348290.754323
  nChanged 100
		SP:Iteration 7Q (34259.690000 sec): 3 clusters
  Score: Raw -350946.296165 + Penalty 2589.703838 = -348356.592328
  nChanged 83
		SP:Iteration 8Q (34259.790000 sec): 3 clusters
  Score: Raw -351007.898074 + Penalty 2589.703838 = -348418.194237
  nChanged 77
		SP:Iteration 9Q (34259.890000 sec): 3 clusters
  Score: Raw -351078.105393 + Penalty 2589.703838 = -348488.401555
  nChanged 77
		SP:Iteration 10Q (34259.980000 sec): 3 clusters
  Score: Raw -351161.626755 + Penalty 2589.703838 = -348571.922917
  nChanged 85
		SP:Iteration 11Q (34260.120000 sec): 3 clusters
  Score: Raw -351260.588316 + Penalty 2589.703838 = -348670.884478
  nChanged 93
		SP:Iteration 12Q (34260.310000 sec): 3 clusters
  Score: Raw -351368.481319 + Penalty 2589.703838 = -348778.777482
  nChanged 98
		SP:Iteration 13Q (34260.460000 sec): 3 clusters
  Score: Raw -351488.265670 + Penalty 2589.703838 = -348898.561833
  nChanged 114
		SP:Iteration 14Q (34260.640000 sec): 3 clusters
  Score: Raw -351639.246787 + Penalty 2589.703838 = -349049.542950
  nChanged 127
		SP:Iteration 15Q (34260.730000 sec): 3 clusters
  Score: Raw -351814.610110 + Penalty 2589.703838 = -349224.906272
  nChanged 115
		SP:Iteration 16Q (34260.820000 sec): 3 clusters
  Score: Raw -351953.003511 + Penalty 2589.703838 = -349363.299673
  nChanged 68
		SP:Iteration 17Q (34260.910000 sec): 3 clusters
  Score: Raw -352030.056915 + Penalty 2589.703838 = -349440.353078
  nChanged 55
		SP:Iteration 18Q (34261.050000 sec): 3 clusters
  Score: Raw -352080.257520 + Penalty 2589.703838 = -349490.553682
  nChanged 48
		SP:Iteration 19Q (34261.200000 sec): 3 clusters
  Score: Raw -352125.493482 + Penalty 2589.703838 = -349535.789644
  nChanged 43
		SP:Iteration 20F (34261.310000 sec): 3 clusters
  Score: Raw -352162.606577 + Penalty 2589.703838 = -349572.902740
  nChanged 24
		SP:Iteration 21Q (34261.490000 sec): 3 clusters
  Score: Raw -352182.317603 + Penalty 2589.703838 = -349592.613765
  nChanged 22
		SP:Iteration 22Q (34261.600000 sec): 3 clusters
  Score: Raw -352199.550517 + Penalty 2589.703838 = -349609.846679
  nChanged 14
		SP:Iteration 23Q (34261.790000 sec): 3 clusters
  Score: Raw -352206.802388 + Penalty 2589.703838 = -349617.098551
  nChanged 11
		SP:Iteration 24Q (34261.920000 sec): 3 clusters
  Score: Raw -352211.981122 + Penalty 2589.703838 = -349622.277284
  nChanged 12
		SP:Iteration 25Q (34262.050000 sec): 3 clusters
  Score: Raw -352216.321564 + Penalty 2589.703838 = -349626.617727
  nChanged 5
		SP:Iteration 26Q (34262.170000 sec): 3 clusters
  Score: Raw -352218.612360 + Penalty 2589.703838 = -349628.908522
  nChanged 2
		SP:Iteration 27Q (34262.320000 sec): 3 clusters
  Score: Raw -352218.923721 + Penalty 2589.703838 = -349629.219884
  nChanged 1
		SP:Iteration 28Q (34262.490000 sec): 3 clusters
  Score: Raw -352219.004568 + Penalty 2589.703838 = -349629.300731
  nChanged 1
		SP:Iteration 29Q (34262.640000 sec): 3 clusters
  Score: Raw -352219.457635 + Penalty 2589.703838 = -349629.753797
  nChanged 0
		SP:Iteration 30F (34262.780000 sec): 3 clusters
  Score: Raw -352219.457635 + Penalty 2589.703838 = -349629.753797
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 19 (1949 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (34262.880000 sec): 2 clusters
  Score: Raw -240677.027839 + Penalty 1230.949151 = -239446.078688
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (34263.000000 sec): 3 clusters
  Score: Raw -239848.872282 + Penalty 2461.898302 = -237386.973980
  nChanged 681
		SP:Iteration 1F (34263.150000 sec): 3 clusters
  Score: Raw -240289.552187 + Penalty 2461.898302 = -237827.653885
  nChanged 139
		SP:Iteration 2F (34263.260000 sec): 3 clusters
  Score: Raw -240393.008136 + Penalty 2461.898302 = -237931.109834
  nChanged 95
		SP:Iteration 3Q (34263.440000 sec): 3 clusters
  Score: Raw -240453.244540 + Penalty 2461.898302 = -237991.346238
  nChanged 64
		SP:Iteration 4Q (34263.640000 sec): 3 clusters
  Score: Raw -240492.220509 + Penalty 2461.898302 = -238030.322207
  nChanged 46
		SP:Iteration 5Q (34263.800000 sec): 3 clusters
  Score: Raw -240512.814764 + Penalty 2461.898302 = -238050.916462
  nChanged 29
		SP:Iteration 6Q (34263.940000 sec): 3 clusters
  Score: Raw -240528.440210 + Penalty 2461.898302 = -238066.541908
  nChanged 20
		SP:Iteration 7Q (34264.070000 sec): 3 clusters
  Score: Raw -240542.270326 + Penalty 2461.898302 = -238080.372024
  nChanged 30
		SP:Iteration 8Q (34264.270000 sec): 3 clusters
  Score: Raw -240559.930877 + Penalty 2461.898302 = -238098.032574
  nChanged 27
		SP:Iteration 9Q (34264.400000 sec): 3 clusters
  Score: Raw -240572.663901 + Penalty 2461.898302 = -238110.765598
  nChanged 14
		SP:Iteration 10Q (34264.550000 sec): 3 clusters
  Score: Raw -240580.166072 + Penalty 2461.898302 = -238118.267770
  nChanged 14
		SP:Iteration 11Q (34264.690000 sec): 3 clusters
  Score: Raw -240587.723518 + Penalty 2461.898302 = -238125.825215
  nChanged 11
		SP:Iteration 12Q (34264.820000 sec): 3 clusters
  Score: Raw -240592.381114 + Penalty 2461.898302 = -238130.482811
  nChanged 7
		SP:Iteration 13Q (34264.920000 sec): 3 clusters
  Score: Raw -240594.602823 + Penalty 2461.898302 = -238132.704520
  nChanged 7
		SP:Iteration 14Q (34265.050000 sec): 3 clusters
  Score: Raw -240596.277886 + Penalty 2461.898302 = -238134.379584
  nChanged 4
		SP:Iteration 15Q (34265.120000 sec): 3 clusters
  Score: Raw -240597.323021 + Penalty 2461.898302 = -238135.424718
  nChanged 4
		SP:Iteration 16Q (34265.240000 sec): 3 clusters
  Score: Raw -240598.708101 + Penalty 2461.898302 = -238136.809799
  nChanged 5
		SP:Iteration 17Q (34265.330000 sec): 3 clusters
  Score: Raw -240600.114130 + Penalty 2461.898302 = -238138.215828
  nChanged 4
		SP:Iteration 18Q (34265.420000 sec): 3 clusters
  Score: Raw -240601.385867 + Penalty 2461.898302 = -238139.487564
  nChanged 3
		SP:Iteration 19Q (34265.560000 sec): 3 clusters
  Score: Raw -240602.027439 + Penalty 2461.898302 = -238140.129137
  nChanged 0
		SP:Iteration 20F (34265.650000 sec): 3 clusters
  Score: Raw -240602.027439 + Penalty 2461.898302 = -238140.129137
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 20 (186261 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (34266.640000 sec): 2 clusters
  Score: Raw -22421788.305672 + Penalty 1971.921932 = -22419816.383740
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (34268.100000 sec): 3 clusters
  Score: Raw -22298600.453650 + Penalty 3943.843863 = -22294656.609786
  nChanged 90309
		SP:Iteration 1F (34269.700000 sec): 3 clusters
  Score: Raw -22351781.305867 + Penalty 3943.843863 = -22347837.462004
  nChanged 5101
		SP:Iteration 2Q (34270.930000 sec): 3 clusters
  Score: Raw -22352904.350210 + Penalty 3943.843863 = -22348960.506347
  nChanged 6069
		SP:Iteration 3Q (34272.600000 sec): 3 clusters
  Score: Raw -22354617.637977 + Penalty 3943.843863 = -22350673.794114
  nChanged 7863
		SP:Iteration 4Q (34274.130000 sec): 3 clusters
  Score: Raw -22357620.601000 + Penalty 3943.843863 = -22353676.757137
  nChanged 10627
		SP:Iteration 5F (34275.250000 sec): 3 clusters
  Score: Raw -22363289.555066 + Penalty 3943.843863 = -22359345.711202
  nChanged 14581
		SP:Iteration 6F (34276.790000 sec): 3 clusters
  Score: Raw -22373856.620198 + Penalty 3943.843863 = -22369912.776335
  nChanged 17461
		SP:Iteration 7F (34277.980000 sec): 3 clusters
  Score: Raw -22389719.161810 + Penalty 3943.843863 = -22385775.317947
  nChanged 16448
		SP:Iteration 8F (34279.480000 sec): 3 clusters
  Score: Raw -22406546.578949 + Penalty 3943.843863 = -22402602.735086
  nChanged 10194
		SP:Iteration 9F (34281.090000 sec): 3 clusters
  Score: Raw -22416803.165688 + Penalty 3943.843863 = -22412859.321824
  nChanged 4114
		SP:Iteration 10Q (34282.030000 sec): 3 clusters
  Score: Raw -22420548.114690 + Penalty 3943.843863 = -22416604.270827
  nChanged 1340
		SP:Iteration 11Q (34283.440000 sec): 3 clusters
  Score: Raw -22421611.130866 + Penalty 3943.843863 = -22417667.287003
  nChanged 441
		SP:Iteration 12Q (34284.850000 sec): 3 clusters
  Score: Raw -22421919.576131 + Penalty 3943.843863 = -22417975.732268
  nChanged 169
		SP:Iteration 13Q (34285.920000 sec): 3 clusters
  Score: Raw -22422034.542502 + Penalty 3943.843863 = -22418090.698639
  nChanged 75
		SP:Iteration 14Q (34287.300000 sec): 3 clusters
  Score: Raw -22422084.861576 + Penalty 3943.843863 = -22418141.017712
  nChanged 36
		SP:Iteration 15Q (34288.400000 sec): 3 clusters
  Score: Raw -22422111.706811 + Penalty 3943.843863 = -22418167.862948
  nChanged 29
		SP:Iteration 16Q (34289.820000 sec): 3 clusters
  Score: Raw -22422130.789713 + Penalty 3943.843863 = -22418186.945849
  nChanged 17
		SP:Iteration 17Q (34291.190000 sec): 3 clusters
  Score: Raw -22422141.740635 + Penalty 3943.843863 = -22418197.896771
  nChanged 10
		SP:Iteration 18Q (34292.360000 sec): 3 clusters
  Score: Raw -22422147.037210 + Penalty 3943.843863 = -22418203.193347
  nChanged 9
		SP:Iteration 19Q (34293.770000 sec): 3 clusters
  Score: Raw -22422151.312999 + Penalty 3943.843863 = -22418207.469136
  nChanged 5
		SP:Iteration 20F (34294.910000 sec): 3 clusters
  Score: Raw -22422154.231188 + Penalty 3943.843863 = -22418210.387325
  nChanged 4
		SP:Iteration 21Q (34296.290000 sec): 3 clusters
  Score: Raw -22422158.746822 + Penalty 3943.843863 = -22418214.902959
  nChanged 5
		SP:Iteration 22Q (34297.700000 sec): 3 clusters
  Score: Raw -22422161.887357 + Penalty 3943.843863 = -22418218.043494
  nChanged 4
		SP:Iteration 23Q (34298.830000 sec): 3 clusters
  Score: Raw -22422163.668110 + Penalty 3943.843863 = -22418219.824247
  nChanged 1
		SP:Iteration 24Q (34300.200000 sec): 3 clusters
  Score: Raw -22422164.116132 + Penalty 3943.843863 = -22418220.272269
  nChanged 1
		SP:Iteration 25Q (34301.330000 sec): 3 clusters
  Score: Raw -22422164.310339 + Penalty 3943.843863 = -22418220.466476
  nChanged 0
		SP:Iteration 26F (34302.690000 sec): 3 clusters
  Score: Raw -22422164.310339 + Penalty 3943.843863 = -22418220.466476
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 21 (137 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (34302.860000 sec): 2 clusters
  Score: Raw -7853.312063 + Penalty 799.496900 = -7053.815163
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (34303.050000 sec): 3 clusters
  Score: Raw -8277.656686 + Penalty 1598.993801 = -6678.662885
  nChanged 31
		SP:Iteration 1F (34303.230000 sec): 3 clusters
  Score: Raw -8445.180775 + Penalty 1598.993801 = -6846.186974
  nChanged 4
		SP:Iteration 2Q (34303.400000 sec): 3 clusters
  Score: Raw -8486.309523 + Penalty 1598.993801 = -6887.315723
  nChanged 1
		SP:Iteration 3Q (34303.570000 sec): 3 clusters
  Score: Raw -8496.258561 + Penalty 1598.993801 = -6897.264760
  nChanged 2
		SP:Iteration 4Q (34303.730000 sec): 3 clusters
  Score: Raw -8503.337743 + Penalty 1598.993801 = -6904.343943
  nChanged 0
		SP:Iteration 5F (34303.890000 sec): 3 clusters
  Score: Raw -8503.337743 + Penalty 1598.993801 = -6904.343943
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 22 (16973 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (34304.070000 sec): 2 clusters
  Score: Raw -1988717.696292 + Penalty 1582.649108 = -1987135.047184
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (34304.340000 sec): 3 clusters
  Score: Raw -1978575.552696 + Penalty 3165.298216 = -1975410.254481
  nChanged 7613
		SP:Iteration 1F (34304.620000 sec): 3 clusters
  Score: Raw -1982875.465628 + Penalty 3165.298216 = -1979710.167413
  nChanged 959
		SP:Iteration 2F (34304.900000 sec): 3 clusters
  Score: Raw -1983267.662533 + Penalty 3165.298216 = -1980102.364318
  nChanged 874
		SP:Iteration 3F (34305.180000 sec): 3 clusters
  Score: Raw -1983662.289751 + Penalty 3165.298216 = -1980496.991535
  nChanged 868
		SP:Iteration 4F (34305.480000 sec): 3 clusters
  Score: Raw -1984092.509818 + Penalty 3165.298216 = -1980927.211602
  nChanged 846
		SP:Iteration 5Q (34305.790000 sec): 3 clusters
  Score: Raw -1984555.133526 + Penalty 3165.298216 = -1981389.835310
  nChanged 825
		SP:Iteration 6Q (34306.040000 sec): 3 clusters
  Score: Raw -1985021.095981 + Penalty 3165.298216 = -1981855.797765
  nChanged 837
		SP:Iteration 7Q (34306.300000 sec): 3 clusters
  Score: Raw -1985583.131465 + Penalty 3165.298216 = -1982417.833249
  nChanged 843
		SP:Iteration 8Q (34306.580000 sec): 3 clusters
  Score: Raw -1986219.156021 + Penalty 3165.298216 = -1983053.857805
  nChanged 785
		SP:Iteration 9Q (34306.840000 sec): 3 clusters
  Score: Raw -1986845.614296 + Penalty 3165.298216 = -1983680.316081
  nChanged 696
		SP:Iteration 10Q (34307.110000 sec): 3 clusters
  Score: Raw -1987377.584909 + Penalty 3165.298216 = -1984212.286693
  nChanged 554
		SP:Iteration 11Q (34307.390000 sec): 3 clusters
  Score: Raw -1987764.232516 + Penalty 3165.298216 = -1984598.934301
  nChanged 458
		SP:Iteration 12Q (34307.670000 sec): 3 clusters
  Score: Raw -1988041.555992 + Penalty 3165.298216 = -1984876.257777
  nChanged 352
		SP:Iteration 13Q (34307.950000 sec): 3 clusters
  Score: Raw -1988231.426935 + Penalty 3165.298216 = -1985066.128719
  nChanged 289
		SP:Iteration 14Q (34308.230000 sec): 3 clusters
  Score: Raw -1988393.630119 + Penalty 3165.298216 = -1985228.331904
  nChanged 240
		SP:Iteration 15Q (34308.590000 sec): 3 clusters
  Score: Raw -1988522.216435 + Penalty 3165.298216 = -1985356.918219
  nChanged 220
		SP:Iteration 16Q (34308.840000 sec): 3 clusters
  Score: Raw -1988638.317466 + Penalty 3165.298216 = -1985473.019250
  nChanged 191
		SP:Iteration 17Q (34309.120000 sec): 3 clusters
  Score: Raw -1988730.684852 + Penalty 3165.298216 = -1985565.386637
  nChanged 148
		SP:Iteration 18Q (34309.390000 sec): 3 clusters
  Score: Raw -1988802.254020 + Penalty 3165.298216 = -1985636.955804
  nChanged 138
		SP:Iteration 19Q (34309.630000 sec): 3 clusters
  Score: Raw -1988877.224524 + Penalty 3165.298216 = -1985711.926308
  nChanged 123
		SP:Iteration 20F (34309.900000 sec): 3 clusters
  Score: Raw -1988938.883052 + Penalty 3165.298216 = -1985773.584836
  nChanged 84
		SP:Iteration 21Q (34310.170000 sec): 3 clusters
  Score: Raw -1988979.872932 + Penalty 3165.298216 = -1985814.574716
  nChanged 73
		SP:Iteration 22Q (34310.410000 sec): 3 clusters
  Score: Raw -1989021.016791 + Penalty 3165.298216 = -1985855.718575
  nChanged 62
		SP:Iteration 23Q (34310.680000 sec): 3 clusters
  Score: Raw -1989060.093537 + Penalty 3165.298216 = -1985894.795322
  nChanged 49
		SP:Iteration 24Q (34310.920000 sec): 3 clusters
  Score: Raw -1989088.284739 + Penalty 3165.298216 = -1985922.986523
  nChanged 48
		SP:Iteration 25Q (34311.180000 sec): 3 clusters
  Score: Raw -1989116.474198 + Penalty 3165.298216 = -1985951.175983
  nChanged 40
		SP:Iteration 26Q (34311.450000 sec): 3 clusters
  Score: Raw -1989134.818769 + Penalty 3165.298216 = -1985969.520554
  nChanged 32
		SP:Iteration 27Q (34311.710000 sec): 3 clusters
  Score: Raw -1989148.422971 + Penalty 3165.298216 = -1985983.124756
  nChanged 24
		SP:Iteration 28Q (34311.940000 sec): 3 clusters
  Score: Raw -1989162.508567 + Penalty 3165.298216 = -1985997.210351
  nChanged 24
		SP:Iteration 29Q (34312.190000 sec): 3 clusters
  Score: Raw -1989179.505366 + Penalty 3165.298216 = -1986014.207150
  nChanged 26
		SP:Iteration 30Q (34312.410000 sec): 3 clusters
  Score: Raw -1989190.454892 + Penalty 3165.298216 = -1986025.156676
  nChanged 13
		SP:Iteration 31Q (34312.630000 sec): 3 clusters
  Score: Raw -1989197.288562 + Penalty 3165.298216 = -1986031.990346
  nChanged 12
		SP:Iteration 32Q (34312.870000 sec): 3 clusters
  Score: Raw -1989202.746507 + Penalty 3165.298216 = -1986037.448291
  nChanged 6
		SP:Iteration 33Q (34313.150000 sec): 3 clusters
  Score: Raw -1989206.336377 + Penalty 3165.298216 = -1986041.038161
  nChanged 7
		SP:Iteration 34Q (34313.380000 sec): 3 clusters
  Score: Raw -1989208.789338 + Penalty 3165.298216 = -1986043.491122
  nChanged 10
		SP:Iteration 35Q (34313.610000 sec): 3 clusters
  Score: Raw -1989213.268435 + Penalty 3165.298216 = -1986047.970219
  nChanged 10
		SP:Iteration 36Q (34313.850000 sec): 3 clusters
  Score: Raw -1989216.978526 + Penalty 3165.298216 = -1986051.680311
  nChanged 3
		SP:Iteration 37Q (34314.110000 sec): 3 clusters
  Score: Raw -1989218.165093 + Penalty 3165.298216 = -1986052.866877
  nChanged 2
		SP:Iteration 38Q (34314.360000 sec): 3 clusters
  Score: Raw -1989218.477640 + Penalty 3165.298216 = -1986053.179424
  nChanged 1
		SP:Iteration 39Q (34314.570000 sec): 3 clusters
  Score: Raw -1989219.143211 + Penalty 3165.298216 = -1986053.844996
  nChanged 1
		SP:Iteration 40F (34314.810000 sec): 3 clusters
  Score: Raw -1989219.594825 + Penalty 3165.298216 = -1986054.296610
  nChanged 2
		SP:Iteration 41Q (34315.110000 sec): 3 clusters
  Score: Raw -1989220.543310 + Penalty 3165.298216 = -1986055.245094
  nChanged 1
		SP:Iteration 42Q (34315.350000 sec): 3 clusters
  Score: Raw -1989220.850452 + Penalty 3165.298216 = -1986055.552236
  nChanged 0
		SP:Iteration 43F (34315.590000 sec): 3 clusters
  Score: Raw -1989220.850452 + Penalty 3165.298216 = -1986055.552236
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 23 (3975 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (34315.710000 sec): 2 clusters
  Score: Raw -488072.397053 + Penalty 1346.764254 = -486725.632799
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (34315.860000 sec): 3 clusters
  Score: Raw -486134.273028 + Penalty 2693.528509 = -483440.744519
  nChanged 1539
		SP:Iteration 1F (34316.020000 sec): 3 clusters
  Score: Raw -487001.378564 + Penalty 2693.528509 = -484307.850055
  nChanged 281
		SP:Iteration 2F (34316.180000 sec): 3 clusters
  Score: Raw -487168.211286 + Penalty 2693.528509 = -484474.682777
  nChanged 196
		SP:Iteration 3Q (34316.340000 sec): 3 clusters
  Score: Raw -487275.524750 + Penalty 2693.528509 = -484581.996241
  nChanged 144
		SP:Iteration 4Q (34316.490000 sec): 3 clusters
  Score: Raw -487357.057258 + Penalty 2693.528509 = -484663.528749
  nChanged 140
		SP:Iteration 5Q (34316.650000 sec): 3 clusters
  Score: Raw -487442.738750 + Penalty 2693.528509 = -484749.210241
  nChanged 143
		SP:Iteration 6Q (34316.810000 sec): 3 clusters
  Score: Raw -487536.726922 + Penalty 2693.528509 = -484843.198413
  nChanged 142
		SP:Iteration 7Q (34316.970000 sec): 3 clusters
  Score: Raw -487660.057478 + Penalty 2693.528509 = -484966.528969
  nChanged 170
		SP:Iteration 8Q (34317.130000 sec): 3 clusters
  Score: Raw -487791.460830 + Penalty 2693.528509 = -485097.932321
  nChanged 157
		SP:Iteration 9Q (34317.290000 sec): 3 clusters
  Score: Raw -487901.987237 + Penalty 2693.528509 = -485208.458728
  nChanged 138
		SP:Iteration 10Q (34317.450000 sec): 3 clusters
  Score: Raw -487990.732585 + Penalty 2693.528509 = -485297.204076
  nChanged 114
		SP:Iteration 11Q (34317.610000 sec): 3 clusters
  Score: Raw -488072.255770 + Penalty 2693.528509 = -485378.727262
  nChanged 115
		SP:Iteration 12Q (34317.820000 sec): 3 clusters
  Score: Raw -488154.309032 + Penalty 2693.528509 = -485460.780523
  nChanged 108
		SP:Iteration 13Q (34318.030000 sec): 3 clusters
  Score: Raw -488229.933380 + Penalty 2693.528509 = -485536.404871
  nChanged 91
		SP:Iteration 14Q (34318.230000 sec): 3 clusters
  Score: Raw -488283.133786 + Penalty 2693.528509 = -485589.605277
  nChanged 78
		SP:Iteration 15Q (34318.360000 sec): 3 clusters
  Score: Raw -488315.711645 + Penalty 2693.528509 = -485622.183136
  nChanged 52
		SP:Iteration 16Q (34318.560000 sec): 3 clusters
  Score: Raw -488335.879730 + Penalty 2693.528509 = -485642.351221
  nChanged 40
		SP:Iteration 17Q (34318.680000 sec): 3 clusters
  Score: Raw -488352.419694 + Penalty 2693.528509 = -485658.891186
  nChanged 32
		SP:Iteration 18Q (34318.830000 sec): 3 clusters
  Score: Raw -488364.186269 + Penalty 2693.528509 = -485670.657760
  nChanged 25
		SP:Iteration 19Q (34318.970000 sec): 3 clusters
  Score: Raw -488372.448494 + Penalty 2693.528509 = -485678.919985
  nChanged 16
		SP:Iteration 20F (34319.130000 sec): 3 clusters
  Score: Raw -488377.773331 + Penalty 2693.528509 = -485684.244822
  nChanged 12
		SP:Iteration 21Q (34319.280000 sec): 3 clusters
  Score: Raw -488380.983758 + Penalty 2693.528509 = -485687.455249
  nChanged 8
		SP:Iteration 22Q (34319.440000 sec): 3 clusters
  Score: Raw -488383.495518 + Penalty 2693.528509 = -485689.967009
  nChanged 9
		SP:Iteration 23Q (34319.600000 sec): 3 clusters
  Score: Raw -488385.733947 + Penalty 2693.528509 = -485692.205438
  nChanged 6
		SP:Iteration 24Q (34319.760000 sec): 3 clusters
  Score: Raw -488387.450156 + Penalty 2693.528509 = -485693.921647
  nChanged 4
		SP:Iteration 25Q (34319.920000 sec): 3 clusters
  Score: Raw -488388.250418 + Penalty 2693.528509 = -485694.721910
  nChanged 2
		SP:Iteration 26Q (34320.080000 sec): 3 clusters
  Score: Raw -488388.614310 + Penalty 2693.528509 = -485695.085801
  nChanged 2
		SP:Iteration 27Q (34320.240000 sec): 3 clusters
  Score: Raw -488389.365521 + Penalty 2693.528509 = -485695.837012
  nChanged 3
		SP:Iteration 28Q (34320.400000 sec): 3 clusters
  Score: Raw -488390.195120 + Penalty 2693.528509 = -485696.666611
  nChanged 3
		SP:Iteration 29Q (34320.560000 sec): 3 clusters
  Score: Raw -488390.776484 + Penalty 2693.528509 = -485697.247975
  nChanged 3
		SP:Iteration 30Q (34320.720000 sec): 3 clusters
  Score: Raw -488391.506134 + Penalty 2693.528509 = -485697.977625
  nChanged 3
		SP:Iteration 31Q (34320.880000 sec): 3 clusters
  Score: Raw -488392.526079 + Penalty 2693.528509 = -485698.997571
  nChanged 5
		SP:Iteration 32Q (34321.040000 sec): 3 clusters
  Score: Raw -488393.926362 + Penalty 2693.528509 = -485700.397853
  nChanged 4
		SP:Iteration 33Q (34321.210000 sec): 3 clusters
  Score: Raw -488394.604429 + Penalty 2693.528509 = -485701.075920
  nChanged 3
		SP:Iteration 34Q (34321.360000 sec): 3 clusters
  Score: Raw -488395.153648 + Penalty 2693.528509 = -485701.625140
  nChanged 1
		SP:Iteration 35Q (34321.520000 sec): 3 clusters
  Score: Raw -488395.204479 + Penalty 2693.528509 = -485701.675970
  nChanged 0
		SP:Iteration 36F (34321.740000 sec): 3 clusters
  Score: Raw -488395.204479 + Penalty 2693.528509 = -485701.675970
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 24 (2428 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (34321.860000 sec): 2 clusters
  Score: Raw -298591.675908 + Penalty 1266.658762 = -297325.017146
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (34322.030000 sec): 3 clusters
  Score: Raw -297486.131152 + Penalty 2533.317524 = -294952.813628
  nChanged 854
		SP:Iteration 1F (34322.170000 sec): 3 clusters
  Score: Raw -298033.080382 + Penalty 2533.317524 = -295499.762857
  nChanged 187
		SP:Iteration 2F (34322.330000 sec): 3 clusters
  Score: Raw -298167.391037 + Penalty 2533.317524 = -295634.073512
  nChanged 125
		SP:Iteration 3F (34322.490000 sec): 3 clusters
  Score: Raw -298250.968505 + Penalty 2533.317524 = -295717.650980
  nChanged 99
		SP:Iteration 4Q (34322.630000 sec): 3 clusters
  Score: Raw -298321.121481 + Penalty 2533.317524 = -295787.803957
  nChanged 87
		SP:Iteration 5Q (34322.770000 sec): 3 clusters
  Score: Raw -298384.995970 + Penalty 2533.317524 = -295851.678446
  nChanged 86
		SP:Iteration 6Q (34322.930000 sec): 3 clusters
  Score: Raw -298459.866003 + Penalty 2533.317524 = -295926.548479
  nChanged 85
		SP:Iteration 7Q (34323.090000 sec): 3 clusters
  Score: Raw -298539.097067 + Penalty 2533.317524 = -296005.779542
  nChanged 85
		SP:Iteration 8Q (34323.250000 sec): 3 clusters
  Score: Raw -298619.288234 + Penalty 2533.317524 = -296085.970710
  nChanged 83
		SP:Iteration 9Q (34323.410000 sec): 3 clusters
  Score: Raw -298712.209878 + Penalty 2533.317524 = -296178.892354
  nChanged 73
		SP:Iteration 10Q (34323.570000 sec): 3 clusters
  Score: Raw -298792.617146 + Penalty 2533.317524 = -296259.299621
  nChanged 65
		SP:Iteration 11Q (34323.730000 sec): 3 clusters
  Score: Raw -298849.041742 + Penalty 2533.317524 = -296315.724217
  nChanged 55
		SP:Iteration 12Q (34323.890000 sec): 3 clusters
  Score: Raw -298884.924542 + Penalty 2533.317524 = -296351.607017
  nChanged 36
		SP:Iteration 13Q (34324.060000 sec): 3 clusters
  Score: Raw -298905.535321 + Penalty 2533.317524 = -296372.217796
  nChanged 24
		SP:Iteration 14Q (34324.220000 sec): 3 clusters
  Score: Raw -298915.781352 + Penalty 2533.317524 = -296382.463827
  nChanged 14
		SP:Iteration 15Q (34324.380000 sec): 3 clusters
  Score: Raw -298922.406564 + Penalty 2533.317524 = -296389.089039
  nChanged 10
		SP:Iteration 16Q (34324.530000 sec): 3 clusters
  Score: Raw -298927.392623 + Penalty 2533.317524 = -296394.075098
  nChanged 9
		SP:Iteration 17Q (34324.690000 sec): 3 clusters
  Score: Raw -298931.150039 + Penalty 2533.317524 = -296397.832514
  nChanged 6
		SP:Iteration 18Q (34324.850000 sec): 3 clusters
  Score: Raw -298933.239612 + Penalty 2533.317524 = -296399.922088
  nChanged 8
		SP:Iteration 19Q (34325.010000 sec): 3 clusters
  Score: Raw -298937.021211 + Penalty 2533.317524 = -296403.703686
  nChanged 10
		SP:Iteration 20F (34325.170000 sec): 3 clusters
  Score: Raw -298940.241694 + Penalty 2533.317524 = -296406.924170
  nChanged 3
		SP:Iteration 21Q (34325.330000 sec): 3 clusters
  Score: Raw -298942.008265 + Penalty 2533.317524 = -296408.690740
  nChanged 4
		SP:Iteration 22Q (34325.490000 sec): 3 clusters
  Score: Raw -298943.064907 + Penalty 2533.317524 = -296409.747383
  nChanged 2
		SP:Iteration 23Q (34325.660000 sec): 3 clusters
  Score: Raw -298943.444206 + Penalty 2533.317524 = -296410.126682
  nChanged 2
		SP:Iteration 24Q (34325.830000 sec): 3 clusters
  Score: Raw -298944.499588 + Penalty 2533.317524 = -296411.182064
  nChanged 0
		SP:Iteration 25F (34326.010000 sec): 3 clusters
  Score: Raw -298944.499588 + Penalty 2533.317524 = -296411.182064
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 25 (487 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (34326.080000 sec): 2 clusters
  Score: Raw -54390.799135 + Penalty 1005.592920 = -53385.206215
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (34326.260000 sec): 3 clusters
  Score: Raw -54369.202092 + Penalty 2011.185840 = -52358.016252
  nChanged 107
		SP:Iteration 1F (34326.440000 sec): 3 clusters
  Score: Raw -54536.991923 + Penalty 2011.185840 = -52525.806083
  nChanged 32
		SP:Iteration 2F (34326.600000 sec): 3 clusters
  Score: Raw -54613.645182 + Penalty 2011.185840 = -52602.459342
  nChanged 33
		SP:Iteration 3F (34326.760000 sec): 3 clusters
  Score: Raw -54711.456583 + Penalty 2011.185840 = -52700.270743
  nChanged 26
		SP:Iteration 4F (34326.920000 sec): 3 clusters
  Score: Raw -54783.495285 + Penalty 2011.185840 = -52772.309445
  nChanged 23
		SP:Iteration 5Q (34327.080000 sec): 3 clusters
  Score: Raw -54868.473137 + Penalty 2011.185840 = -52857.287297
  nChanged 24
		SP:Iteration 6Q (34327.250000 sec): 3 clusters
  Score: Raw -54982.581992 + Penalty 2011.185840 = -52971.396152
  nChanged 17
		SP:Iteration 7Q (34327.410000 sec): 3 clusters
  Score: Raw -55041.045308 + Penalty 2011.185840 = -53029.859468
  nChanged 8
		SP:Iteration 8Q (34327.580000 sec): 3 clusters
  Score: Raw -55071.103875 + Penalty 2011.185840 = -53059.918035
  nChanged 5
		SP:Iteration 9Q (34327.740000 sec): 3 clusters
  Score: Raw -55090.792559 + Penalty 2011.185840 = -53079.606719
  nChanged 6
		SP:Iteration 10Q (34327.900000 sec): 3 clusters
  Score: Raw -55107.682774 + Penalty 2011.185840 = -53096.496934
  nChanged 4
		SP:Iteration 11Q (34328.060000 sec): 3 clusters
  Score: Raw -55115.727295 + Penalty 2011.185840 = -53104.541455
  nChanged 2
		SP:Iteration 12Q (34328.220000 sec): 3 clusters
  Score: Raw -55120.001070 + Penalty 2011.185840 = -53108.815230
  nChanged 3
		SP:Iteration 13Q (34328.420000 sec): 3 clusters
  Score: Raw -55124.230027 + Penalty 2011.185840 = -53113.044187
  nChanged 0
		SP:Iteration 14F (34328.580000 sec): 3 clusters
  Score: Raw -55124.230027 + Penalty 2011.185840 = -53113.044187
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 26 (509 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (34328.640000 sec): 2 clusters
  Score: Raw -62212.738434 + Penalty 1012.772803 = -61199.965632
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (34328.800000 sec): 3 clusters
  Score: Raw -62102.283925 + Penalty 2025.545605 = -60076.738320
  nChanged 108
		SP:Iteration 1F (34328.960000 sec): 3 clusters
  Score: Raw -62236.864332 + Penalty 2025.545605 = -60211.318727
  nChanged 30
		SP:Iteration 2F (34329.120000 sec): 3 clusters
  Score: Raw -62288.980448 + Penalty 2025.545605 = -60263.434842
  nChanged 11
		SP:Iteration 3Q (34329.260000 sec): 3 clusters
  Score: Raw -62308.257187 + Penalty 2025.545605 = -60282.711581
  nChanged 9
		SP:Iteration 4Q (34329.430000 sec): 3 clusters
  Score: Raw -62321.085368 + Penalty 2025.545605 = -60295.539763
  nChanged 10
		SP:Iteration 5Q (34329.600000 sec): 3 clusters
  Score: Raw -62332.483536 + Penalty 2025.545605 = -60306.937930
  nChanged 2
		SP:Iteration 6Q (34329.780000 sec): 3 clusters
  Score: Raw -62334.728242 + Penalty 2025.545605 = -60309.182637
  nChanged 2
		SP:Iteration 7Q (34329.940000 sec): 3 clusters
  Score: Raw -62336.902268 + Penalty 2025.545605 = -60311.356663
  nChanged 0
		SP:Iteration 8F (34330.060000 sec): 3 clusters
  Score: Raw -62336.902268 + Penalty 2025.545605 = -60311.356663
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 27 (4116 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (34330.160000 sec): 2 clusters
  Score: Raw -497256.089221 + Penalty 1352.428528 = -495903.660693
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (34330.340000 sec): 3 clusters
  Score: Raw -495155.818236 + Penalty 2704.857057 = -492450.961180
  nChanged 1631
		SP:Iteration 1F (34330.470000 sec): 3 clusters
  Score: Raw -496025.737560 + Penalty 2704.857057 = -493320.880504
  nChanged 311
		SP:Iteration 2F (34330.620000 sec): 3 clusters
  Score: Raw -496196.885411 + Penalty 2704.857057 = -493492.028355
  nChanged 222
		SP:Iteration 3F (34330.770000 sec): 3 clusters
  Score: Raw -496306.977135 + Penalty 2704.857057 = -493602.120078
  nChanged 171
		SP:Iteration 4Q (34330.930000 sec): 3 clusters
  Score: Raw -496391.430672 + Penalty 2704.857057 = -493686.573616
  nChanged 142
		SP:Iteration 5Q (34331.100000 sec): 3 clusters
  Score: Raw -496460.089099 + Penalty 2704.857057 = -493755.232043
  nChanged 130
		SP:Iteration 6Q (34331.260000 sec): 3 clusters
  Score: Raw -496518.914837 + Penalty 2704.857057 = -493814.057780
  nChanged 103
		SP:Iteration 7Q (34331.430000 sec): 3 clusters
  Score: Raw -496574.577550 + Penalty 2704.857057 = -493869.720493
  nChanged 121
		SP:Iteration 8Q (34331.590000 sec): 3 clusters
  Score: Raw -496633.209850 + Penalty 2704.857057 = -493928.352793
  nChanged 112
		SP:Iteration 9Q (34331.750000 sec): 3 clusters
  Score: Raw -496682.550226 + Penalty 2704.857057 = -493977.693170
  nChanged 93
		SP:Iteration 10Q (34331.910000 sec): 3 clusters
  Score: Raw -496721.933093 + Penalty 2704.857057 = -494017.076036
  nChanged 78
		SP:Iteration 11Q (34332.100000 sec): 3 clusters
  Score: Raw -496758.834564 + Penalty 2704.857057 = -494053.977507
  nChanged 84
		SP:Iteration 12Q (34332.300000 sec): 3 clusters
  Score: Raw -496793.414803 + Penalty 2704.857057 = -494088.557747
  nChanged 70
		SP:Iteration 13Q (34332.460000 sec): 3 clusters
  Score: Raw -496825.370744 + Penalty 2704.857057 = -494120.513688
  nChanged 70
		SP:Iteration 14Q (34332.620000 sec): 3 clusters
  Score: Raw -496862.097603 + Penalty 2704.857057 = -494157.240546
  nChanged 68
		SP:Iteration 15Q (34332.780000 sec): 3 clusters
  Score: Raw -496897.184996 + Penalty 2704.857057 = -494192.327939
  nChanged 65
		SP:Iteration 16Q (34332.940000 sec): 3 clusters
  Score: Raw -496924.573464 + Penalty 2704.857057 = -494219.716408
  nChanged 72
		SP:Iteration 17Q (34333.180000 sec): 3 clusters
  Score: Raw -496959.888792 + Penalty 2704.857057 = -494255.031735
  nChanged 67
		SP:Iteration 18Q (34333.390000 sec): 3 clusters
  Score: Raw -496988.725298 + Penalty 2704.857057 = -494283.868242
  nChanged 68
		SP:Iteration 19Q (34333.540000 sec): 3 clusters
  Score: Raw -497021.705556 + Penalty 2704.857057 = -494316.848499
  nChanged 59
		SP:Iteration 20F (34333.750000 sec): 3 clusters
  Score: Raw -497055.295194 + Penalty 2704.857057 = -494350.438137
  nChanged 70
		SP:Iteration 21Q (34333.920000 sec): 3 clusters
  Score: Raw -497086.748474 + Penalty 2704.857057 = -494381.891417
  nChanged 62
		SP:Iteration 22Q (34334.050000 sec): 3 clusters
  Score: Raw -497119.466686 + Penalty 2704.857057 = -494414.609629
  nChanged 64
		SP:Iteration 23Q (34334.220000 sec): 3 clusters
  Score: Raw -497148.106937 + Penalty 2704.857057 = -494443.249880
  nChanged 49
		SP:Iteration 24Q (34334.380000 sec): 3 clusters
  Score: Raw -497171.910890 + Penalty 2704.857057 = -494467.053833
  nChanged 49
		SP:Iteration 25Q (34334.580000 sec): 3 clusters
  Score: Raw -497193.025562 + Penalty 2704.857057 = -494488.168505
  nChanged 44
		SP:Iteration 26Q (34334.730000 sec): 3 clusters
  Score: Raw -497213.774621 + Penalty 2704.857057 = -494508.917564
  nChanged 45
		SP:Iteration 27Q (34334.880000 sec): 3 clusters
  Score: Raw -497229.855532 + Penalty 2704.857057 = -494524.998475
  nChanged 36
		SP:Iteration 28Q (34335.030000 sec): 3 clusters
  Score: Raw -497241.309127 + Penalty 2704.857057 = -494536.452071
  nChanged 30
		SP:Iteration 29Q (34335.170000 sec): 3 clusters
  Score: Raw -497251.531358 + Penalty 2704.857057 = -494546.674302
  nChanged 27
		SP:Iteration 30Q (34335.320000 sec): 3 clusters
  Score: Raw -497258.329122 + Penalty 2704.857057 = -494553.472065
  nChanged 17
		SP:Iteration 31Q (34335.470000 sec): 3 clusters
  Score: Raw -497263.027757 + Penalty 2704.857057 = -494558.170700
  nChanged 12
		SP:Iteration 32Q (34335.610000 sec): 3 clusters
  Score: Raw -497265.708613 + Penalty 2704.857057 = -494560.851557
  nChanged 11
		SP:Iteration 33Q (34335.760000 sec): 3 clusters
  Score: Raw -497268.890918 + Penalty 2704.857057 = -494564.033862
  nChanged 8
		SP:Iteration 34Q (34335.910000 sec): 3 clusters
  Score: Raw -497271.765390 + Penalty 2704.857057 = -494566.908333
  nChanged 4
		SP:Iteration 35Q (34336.080000 sec): 3 clusters
  Score: Raw -497272.948762 + Penalty 2704.857057 = -494568.091706
  nChanged 4
		SP:Iteration 36Q (34336.240000 sec): 3 clusters
  Score: Raw -497273.845879 + Penalty 2704.857057 = -494568.988822
  nChanged 5
		SP:Iteration 37Q (34336.390000 sec): 3 clusters
  Score: Raw -497275.091749 + Penalty 2704.857057 = -494570.234693
  nChanged 6
		SP:Iteration 38Q (34336.540000 sec): 3 clusters
  Score: Raw -497276.054158 + Penalty 2704.857057 = -494571.197101
  nChanged 4
		SP:Iteration 39Q (34336.690000 sec): 3 clusters
  Score: Raw -497276.959081 + Penalty 2704.857057 = -494572.102025
  nChanged 4
		SP:Iteration 40F (34336.830000 sec): 3 clusters
  Score: Raw -497277.614783 + Penalty 2704.857057 = -494572.757727
  nChanged 5
		SP:Iteration 41Q (34336.980000 sec): 3 clusters
  Score: Raw -497278.626802 + Penalty 2704.857057 = -494573.769746
  nChanged 3
		SP:Iteration 42Q (34337.130000 sec): 3 clusters
  Score: Raw -497279.029821 + Penalty 2704.857057 = -494574.172764
  nChanged 2
		SP:Iteration 43Q (34337.270000 sec): 3 clusters
  Score: Raw -497279.530354 + Penalty 2704.857057 = -494574.673297
  nChanged 2
		SP:Iteration 44Q (34337.430000 sec): 3 clusters
  Score: Raw -497279.899138 + Penalty 2704.857057 = -494575.042082
  nChanged 3
		SP:Iteration 45Q (34337.570000 sec): 3 clusters
  Score: Raw -497280.469897 + Penalty 2704.857057 = -494575.612841
  nChanged 2
		SP:Iteration 46Q (34337.770000 sec): 3 clusters
  Score: Raw -497280.839948 + Penalty 2704.857057 = -494575.982891
  nChanged 2
		SP:Iteration 47Q (34337.960000 sec): 3 clusters
  Score: Raw -497281.232918 + Penalty 2704.857057 = -494576.375862
  nChanged 0
		SP:Iteration 48F (34338.130000 sec): 3 clusters
  Score: Raw -497281.232918 + Penalty 2704.857057 = -494576.375862
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 28 (4890 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (34338.210000 sec): 2 clusters
  Score: Raw -569869.104608 + Penalty 1380.428982 = -568488.675626
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (34338.370000 sec): 3 clusters
  Score: Raw -567374.916774 + Penalty 2760.857964 = -564614.058810
  nChanged 1972
		SP:Iteration 1F (34338.540000 sec): 3 clusters
  Score: Raw -568525.329830 + Penalty 2760.857964 = -565764.471866
  nChanged 382
		SP:Iteration 2F (34338.690000 sec): 3 clusters
  Score: Raw -568786.269215 + Penalty 2760.857964 = -566025.411250
  nChanged 324
		SP:Iteration 3F (34338.850000 sec): 3 clusters
  Score: Raw -569025.465000 + Penalty 2760.857964 = -566264.607036
  nChanged 284
		SP:Iteration 4F (34339.010000 sec): 3 clusters
  Score: Raw -569261.802129 + Penalty 2760.857964 = -566500.944164
  nChanged 273
		SP:Iteration 5F (34339.160000 sec): 3 clusters
  Score: Raw -569508.737051 + Penalty 2760.857964 = -566747.879087
  nChanged 280
		SP:Iteration 6F (34339.310000 sec): 3 clusters
  Score: Raw -569735.982710 + Penalty 2760.857964 = -566975.124746
  nChanged 237
		SP:Iteration 7Q (34339.470000 sec): 3 clusters
  Score: Raw -569934.952659 + Penalty 2760.857964 = -567174.094695
  nChanged 197
		SP:Iteration 8Q (34339.630000 sec): 3 clusters
  Score: Raw -570083.816542 + Penalty 2760.857964 = -567322.958578
  nChanged 132
		SP:Iteration 9Q (34339.780000 sec): 3 clusters
  Score: Raw -570163.123532 + Penalty 2760.857964 = -567402.265568
  nChanged 110
		SP:Iteration 10Q (34339.940000 sec): 3 clusters
  Score: Raw -570225.111179 + Penalty 2760.857964 = -567464.253214
  nChanged 97
		SP:Iteration 11Q (34340.090000 sec): 3 clusters
  Score: Raw -570278.156805 + Penalty 2760.857964 = -567517.298841
  nChanged 89
		SP:Iteration 12Q (34340.250000 sec): 3 clusters
  Score: Raw -570326.567531 + Penalty 2760.857964 = -567565.709566
  nChanged 80
		SP:Iteration 13Q (34340.430000 sec): 3 clusters
  Score: Raw -570374.862824 + Penalty 2760.857964 = -567614.004859
  nChanged 74
		SP:Iteration 14Q (34340.640000 sec): 3 clusters
  Score: Raw -570424.119075 + Penalty 2760.857964 = -567663.261110
  nChanged 75
		SP:Iteration 15Q (34340.800000 sec): 3 clusters
  Score: Raw -570468.687822 + Penalty 2760.857964 = -567707.829858
  nChanged 55
		SP:Iteration 16Q (34341.010000 sec): 3 clusters
  Score: Raw -570499.077090 + Penalty 2760.857964 = -567738.219126
  nChanged 52
		SP:Iteration 17Q (34341.190000 sec): 3 clusters
  Score: Raw -570523.682214 + Penalty 2760.857964 = -567762.824250
  nChanged 53
		SP:Iteration 18Q (34341.350000 sec): 3 clusters
  Score: Raw -570552.165787 + Penalty 2760.857964 = -567791.307822
  nChanged 47
		SP:Iteration 19Q (34341.560000 sec): 3 clusters
  Score: Raw -570571.785936 + Penalty 2760.857964 = -567810.927972
  nChanged 45
		SP:Iteration 20F (34341.770000 sec): 3 clusters
  Score: Raw -570588.930300 + Penalty 2760.857964 = -567828.072336
  nChanged 41
		SP:Iteration 21Q (34341.980000 sec): 3 clusters
  Score: Raw -570603.444864 + Penalty 2760.857964 = -567842.586899
  nChanged 27
		SP:Iteration 22Q (34342.160000 sec): 3 clusters
  Score: Raw -570612.781763 + Penalty 2760.857964 = -567851.923799
  nChanged 21
		SP:Iteration 23Q (34342.320000 sec): 3 clusters
  Score: Raw -570620.394744 + Penalty 2760.857964 = -567859.536780
  nChanged 19
		SP:Iteration 24Q (34342.470000 sec): 3 clusters
  Score: Raw -570629.080919 + Penalty 2760.857964 = -567868.222955
  nChanged 24
		SP:Iteration 25Q (34342.650000 sec): 3 clusters
  Score: Raw -570636.786011 + Penalty 2760.857964 = -567875.928046
  nChanged 18
		SP:Iteration 26Q (34342.810000 sec): 3 clusters
  Score: Raw -570642.707300 + Penalty 2760.857964 = -567881.849335
  nChanged 10
		SP:Iteration 27Q (34343.030000 sec): 3 clusters
  Score: Raw -570645.254303 + Penalty 2760.857964 = -567884.396339
  nChanged 6
		SP:Iteration 28Q (34343.210000 sec): 3 clusters
  Score: Raw -570646.658683 + Penalty 2760.857964 = -567885.800719
  nChanged 2
		SP:Iteration 29Q (34343.370000 sec): 3 clusters
  Score: Raw -570646.981708 + Penalty 2760.857964 = -567886.123744
  nChanged 2
		SP:Iteration 30Q (34343.520000 sec): 3 clusters
  Score: Raw -570647.295793 + Penalty 2760.857964 = -567886.437829
  nChanged 1
		SP:Iteration 31Q (34343.690000 sec): 3 clusters
  Score: Raw -570647.778777 + Penalty 2760.857964 = -567886.920813
  nChanged 2
		SP:Iteration 32Q (34343.850000 sec): 3 clusters
  Score: Raw -570648.075277 + Penalty 2760.857964 = -567887.217313
  nChanged 0
		SP:Iteration 33F (34344.060000 sec): 3 clusters
  Score: Raw -570648.075277 + Penalty 2760.857964 = -567887.217313
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 29 (7958 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (34344.200000 sec): 2 clusters
  Score: Raw -906136.806255 + Penalty 1459.564111 = -904677.242144
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (34344.390000 sec): 3 clusters
  Score: Raw -901741.988666 + Penalty 2919.128222 = -898822.860444
  nChanged 3399
		SP:Iteration 1F (34344.540000 sec): 3 clusters
  Score: Raw -903595.048435 + Penalty 2919.128222 = -900675.920213
  nChanged 571
		SP:Iteration 2F (34344.730000 sec): 3 clusters
  Score: Raw -903902.005984 + Penalty 2919.128222 = -900982.877762
  nChanged 469
		SP:Iteration 3F (34344.910000 sec): 3 clusters
  Score: Raw -904130.517553 + Penalty 2919.128222 = -901211.389331
  nChanged 386
		SP:Iteration 4Q (34345.170000 sec): 3 clusters
  Score: Raw -904332.048264 + Penalty 2919.128222 = -901412.920042
  nChanged 372
		SP:Iteration 5Q (34345.360000 sec): 3 clusters
  Score: Raw -904497.244557 + Penalty 2919.128222 = -901578.116335
  nChanged 324
		SP:Iteration 6Q (34345.600000 sec): 3 clusters
  Score: Raw -904640.866772 + Penalty 2919.128222 = -901721.738549
  nChanged 297
		SP:Iteration 7Q (34345.830000 sec): 3 clusters
  Score: Raw -904784.347774 + Penalty 2919.128222 = -901865.219552
  nChanged 289
		SP:Iteration 8Q (34345.970000 sec): 3 clusters
  Score: Raw -904933.104563 + Penalty 2919.128222 = -902013.976341
  nChanged 282
		SP:Iteration 9Q (34346.140000 sec): 3 clusters
  Score: Raw -905074.692769 + Penalty 2919.128222 = -902155.564547
  nChanged 293
		SP:Iteration 10Q (34346.310000 sec): 3 clusters
  Score: Raw -905239.489058 + Penalty 2919.128222 = -902320.360836
  nChanged 281
		SP:Iteration 11Q (34346.550000 sec): 3 clusters
  Score: Raw -905417.205525 + Penalty 2919.128222 = -902498.077303
  nChanged 325
		SP:Iteration 12Q (34346.730000 sec): 3 clusters
  Score: Raw -905661.609988 + Penalty 2919.128222 = -902742.481766
  nChanged 359
		SP:Iteration 13Q (34346.920000 sec): 3 clusters
  Score: Raw -905951.472391 + Penalty 2919.128222 = -903032.344169
  nChanged 340
		SP:Iteration 14Q (34347.100000 sec): 3 clusters
  Score: Raw -906234.471360 + Penalty 2919.128222 = -903315.343138
  nChanged 300
		SP:Iteration 15Q (34347.320000 sec): 3 clusters
  Score: Raw -906453.978091 + Penalty 2919.128222 = -903534.849868
  nChanged 211
		SP:Iteration 16Q (34347.500000 sec): 3 clusters
  Score: Raw -906569.184022 + Penalty 2919.128222 = -903650.055800
  nChanged 153
		SP:Iteration 17Q (34347.680000 sec): 3 clusters
  Score: Raw -906649.836207 + Penalty 2919.128222 = -903730.707985
  nChanged 139
		SP:Iteration 18Q (34347.870000 sec): 3 clusters
  Score: Raw -906716.212275 + Penalty 2919.128222 = -903797.084053
  nChanged 121
		SP:Iteration 19Q (34348.050000 sec): 3 clusters
  Score: Raw -906768.522626 + Penalty 2919.128222 = -903849.394404
  nChanged 85
		SP:Iteration 20F (34348.290000 sec): 3 clusters
  Score: Raw -906798.629385 + Penalty 2919.128222 = -903879.501163
  nChanged 71
		SP:Iteration 21Q (34348.540000 sec): 3 clusters
  Score: Raw -906822.813542 + Penalty 2919.128222 = -903903.685320
  nChanged 45
		SP:Iteration 22Q (34348.730000 sec): 3 clusters
  Score: Raw -906835.138369 + Penalty 2919.128222 = -903916.010147
  nChanged 35
		SP:Iteration 23Q (34348.940000 sec): 3 clusters
  Score: Raw -906844.541045 + Penalty 2919.128222 = -903925.412823
  nChanged 30
		SP:Iteration 24Q (34349.100000 sec): 3 clusters
  Score: Raw -906852.422274 + Penalty 2919.128222 = -903933.294052
  nChanged 30
		SP:Iteration 25Q (34349.280000 sec): 3 clusters
  Score: Raw -906859.151298 + Penalty 2919.128222 = -903940.023076
  nChanged 23
		SP:Iteration 26Q (34349.470000 sec): 3 clusters
  Score: Raw -906864.067851 + Penalty 2919.128222 = -903944.939629
  nChanged 21
		SP:Iteration 27Q (34349.660000 sec): 3 clusters
  Score: Raw -906869.243656 + Penalty 2919.128222 = -903950.115434
  nChanged 20
		SP:Iteration 28Q (34349.840000 sec): 3 clusters
  Score: Raw -906874.097744 + Penalty 2919.128222 = -903954.969522
  nChanged 18
		SP:Iteration 29Q (34350.020000 sec): 3 clusters
  Score: Raw -906877.526795 + Penalty 2919.128222 = -903958.398573
  nChanged 15
		SP:Iteration 30Q (34350.240000 sec): 3 clusters
  Score: Raw -906879.305495 + Penalty 2919.128222 = -903960.177273
  nChanged 10
		SP:Iteration 31Q (34350.380000 sec): 3 clusters
  Score: Raw -906880.657713 + Penalty 2919.128222 = -903961.529491
  nChanged 12
		SP:Iteration 32Q (34350.610000 sec): 3 clusters
  Score: Raw -906882.673905 + Penalty 2919.128222 = -903963.545683
  nChanged 9
		SP:Iteration 33Q (34350.840000 sec): 3 clusters
  Score: Raw -906883.856436 + Penalty 2919.128222 = -903964.728214
  nChanged 5
		SP:Iteration 34Q (34351.020000 sec): 3 clusters
  Score: Raw -906884.619461 + Penalty 2919.128222 = -903965.491239
  nChanged 11
		SP:Iteration 35Q (34351.200000 sec): 3 clusters
  Score: Raw -906887.089656 + Penalty 2919.128222 = -903967.961434
  nChanged 10
		SP:Iteration 36Q (34351.420000 sec): 3 clusters
  Score: Raw -906888.744431 + Penalty 2919.128222 = -903969.616209
  nChanged 7
		SP:Iteration 37Q (34351.690000 sec): 3 clusters
  Score: Raw -906889.898965 + Penalty 2919.128222 = -903970.770743
  nChanged 7
		SP:Iteration 38Q (34351.840000 sec): 3 clusters
  Score: Raw -906891.256678 + Penalty 2919.128222 = -903972.128456
  nChanged 7
		SP:Iteration 39Q (34352.010000 sec): 3 clusters
  Score: Raw -906892.808703 + Penalty 2919.128222 = -903973.680481
  nChanged 2
		SP:Iteration 40F (34352.240000 sec): 3 clusters
  Score: Raw -906893.164276 + Penalty 2919.128222 = -903974.036054
  nChanged 1
		SP:Iteration 41Q (34352.420000 sec): 3 clusters
  Score: Raw -906893.270260 + Penalty 2919.128222 = -903974.142038
  nChanged 0
		SP:Iteration 42F (34352.590000 sec): 3 clusters
  Score: Raw -906893.270260 + Penalty 2919.128222 = -903974.142038
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 30 (13230 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (34352.730000 sec): 2 clusters
  Score: Raw -1654783.601739 + Penalty 1542.164367 = -1653241.437373
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (34353.000000 sec): 3 clusters
  Score: Raw -1647198.222691 + Penalty 3084.328734 = -1644113.893957
  nChanged 5762
		SP:Iteration 1F (34353.260000 sec): 3 clusters
  Score: Raw -1650388.039243 + Penalty 3084.328734 = -1647303.710509
  nChanged 922
		SP:Iteration 2F (34353.520000 sec): 3 clusters
  Score: Raw -1651082.501218 + Penalty 3084.328734 = -1647998.172485
  nChanged 1139
		SP:Iteration 3F (34353.780000 sec): 3 clusters
  Score: Raw -1652177.528614 + Penalty 3084.328734 = -1649093.199880
  nChanged 1304
		SP:Iteration 4F (34354.030000 sec): 3 clusters
  Score: Raw -1653431.409700 + Penalty 3084.328734 = -1650347.080967
  nChanged 1114
		SP:Iteration 5F (34354.290000 sec): 3 clusters
  Score: Raw -1654276.914248 + Penalty 3084.328734 = -1651192.585514
  nChanged 712
		SP:Iteration 6F (34354.570000 sec): 3 clusters
  Score: Raw -1654636.042605 + Penalty 3084.328734 = -1651551.713872
  nChanged 408
		SP:Iteration 7Q (34354.820000 sec): 3 clusters
  Score: Raw -1654770.468992 + Penalty 3084.328734 = -1651686.140259
  nChanged 237
		SP:Iteration 8Q (34355.070000 sec): 3 clusters
  Score: Raw -1654834.399460 + Penalty 3084.328734 = -1651750.070726
  nChanged 162
		SP:Iteration 9Q (34355.340000 sec): 3 clusters
  Score: Raw -1654873.129539 + Penalty 3084.328734 = -1651788.800806
  nChanged 104
		SP:Iteration 10Q (34355.600000 sec): 3 clusters
  Score: Raw -1654891.303247 + Penalty 3084.328734 = -1651806.974513
  nChanged 61
		SP:Iteration 11Q (34355.830000 sec): 3 clusters
  Score: Raw -1654899.574547 + Penalty 3084.328734 = -1651815.245813
  nChanged 43
		SP:Iteration 12Q (34356.100000 sec): 3 clusters
  Score: Raw -1654905.873724 + Penalty 3084.328734 = -1651821.544990
  nChanged 39
		SP:Iteration 13Q (34356.360000 sec): 3 clusters
  Score: Raw -1654912.193076 + Penalty 3084.328734 = -1651827.864343
  nChanged 45
		SP:Iteration 14Q (34356.620000 sec): 3 clusters
  Score: Raw -1654919.543594 + Penalty 3084.328734 = -1651835.214860
  nChanged 39
		SP:Iteration 15Q (34356.890000 sec): 3 clusters
  Score: Raw -1654925.077045 + Penalty 3084.328734 = -1651840.748311
  nChanged 22
		SP:Iteration 16Q (34357.150000 sec): 3 clusters
  Score: Raw -1654928.211334 + Penalty 3084.328734 = -1651843.882600
  nChanged 18
		SP:Iteration 17Q (34357.370000 sec): 3 clusters
  Score: Raw -1654930.909902 + Penalty 3084.328734 = -1651846.581168
  nChanged 12
		SP:Iteration 18Q (34357.640000 sec): 3 clusters
  Score: Raw -1654932.152289 + Penalty 3084.328734 = -1651847.823555
  nChanged 11
		SP:Iteration 19Q (34357.860000 sec): 3 clusters
  Score: Raw -1654933.492752 + Penalty 3084.328734 = -1651849.164019
  nChanged 12
		SP:Iteration 20F (34358.130000 sec): 3 clusters
  Score: Raw -1654934.758911 + Penalty 3084.328734 = -1651850.430177
  nChanged 12
		SP:Iteration 21Q (34358.390000 sec): 3 clusters
  Score: Raw -1654936.310390 + Penalty 3084.328734 = -1651851.981656
  nChanged 9
		SP:Iteration 22Q (34358.670000 sec): 3 clusters
  Score: Raw -1654937.098830 + Penalty 3084.328734 = -1651852.770097
  nChanged 6
		SP:Iteration 23Q (34358.930000 sec): 3 clusters
  Score: Raw -1654937.837546 + Penalty 3084.328734 = -1651853.508812
  nChanged 8
		SP:Iteration 24Q (34359.160000 sec): 3 clusters
  Score: Raw -1654938.707642 + Penalty 3084.328734 = -1651854.378909
  nChanged 7
		SP:Iteration 25Q (34359.450000 sec): 3 clusters
  Score: Raw -1654939.231886 + Penalty 3084.328734 = -1651854.903153
  nChanged 2
		SP:Iteration 26Q (34359.700000 sec): 3 clusters
  Score: Raw -1654939.342893 + Penalty 3084.328734 = -1651855.014159
  nChanged 2
		SP:Iteration 27Q (34359.980000 sec): 3 clusters
  Score: Raw -1654939.521439 + Penalty 3084.328734 = -1651855.192706
  nChanged 1
		SP:Iteration 28Q (34360.220000 sec): 3 clusters
  Score: Raw -1654939.587550 + Penalty 3084.328734 = -1651855.258816
  nChanged 5
		SP:Iteration 29Q (34360.480000 sec): 3 clusters
  Score: Raw -1654940.079351 + Penalty 3084.328734 = -1651855.750617
  nChanged 3
		SP:Iteration 30Q (34360.740000 sec): 3 clusters
  Score: Raw -1654940.379793 + Penalty 3084.328734 = -1651856.051060
  nChanged 4
		SP:Iteration 31Q (34361.000000 sec): 3 clusters
  Score: Raw -1654940.931056 + Penalty 3084.328734 = -1651856.602323
  nChanged 5
		SP:Iteration 32Q (34361.260000 sec): 3 clusters
  Score: Raw -1654941.460921 + Penalty 3084.328734 = -1651857.132187
  nChanged 5
		SP:Iteration 33Q (34361.520000 sec): 3 clusters
  Score: Raw -1654941.855531 + Penalty 3084.328734 = -1651857.526798
  nChanged 4
		SP:Iteration 34Q (34361.800000 sec): 3 clusters
  Score: Raw -1654942.243272 + Penalty 3084.328734 = -1651857.914539
  nChanged 9
		SP:Iteration 35Q (34362.080000 sec): 3 clusters
  Score: Raw -1654943.477377 + Penalty 3084.328734 = -1651859.148644
  nChanged 5
		SP:Iteration 36Q (34362.330000 sec): 3 clusters
  Score: Raw -1654943.937704 + Penalty 3084.328734 = -1651859.608970
  nChanged 6
		SP:Iteration 37Q (34362.550000 sec): 3 clusters
  Score: Raw -1654944.529643 + Penalty 3084.328734 = -1651860.200909
  nChanged 9
		SP:Iteration 38Q (34362.840000 sec): 3 clusters
  Score: Raw -1654945.337946 + Penalty 3084.328734 = -1651861.009212
  nChanged 6
		SP:Iteration 39Q (34363.060000 sec): 3 clusters
  Score: Raw -1654945.974953 + Penalty 3084.328734 = -1651861.646219
  nChanged 6
		SP:Iteration 40F (34363.320000 sec): 3 clusters
  Score: Raw -1654946.498468 + Penalty 3084.328734 = -1651862.169734
  nChanged 5
		SP:Iteration 41Q (34363.660000 sec): 3 clusters
  Score: Raw -1654946.900329 + Penalty 3084.328734 = -1651862.571596
  nChanged 3
		SP:Iteration 42Q (34363.880000 sec): 3 clusters
  Score: Raw -1654947.421317 + Penalty 3084.328734 = -1651863.092584
  nChanged 6
		SP:Iteration 43Q (34364.140000 sec): 3 clusters
  Score: Raw -1654948.443659 + Penalty 3084.328734 = -1651864.114925
  nChanged 4
		SP:Iteration 44Q (34364.400000 sec): 3 clusters
  Score: Raw -1654948.967198 + Penalty 3084.328734 = -1651864.638465
  nChanged 6
		SP:Iteration 45Q (34364.670000 sec): 3 clusters
  Score: Raw -1654949.623733 + Penalty 3084.328734 = -1651865.295000
  nChanged 2
		SP:Iteration 46Q (34364.960000 sec): 3 clusters
  Score: Raw -1654949.923995 + Penalty 3084.328734 = -1651865.595262
  nChanged 5
		SP:Iteration 47Q (34365.180000 sec): 3 clusters
  Score: Raw -1654950.546915 + Penalty 3084.328734 = -1651866.218181
  nChanged 3
		SP:Iteration 48Q (34365.470000 sec): 3 clusters
  Score: Raw -1654950.810454 + Penalty 3084.328734 = -1651866.481721
  nChanged 2
		SP:Iteration 49Q (34365.700000 sec): 3 clusters
  Score: Raw -1654950.974349 + Penalty 3084.328734 = -1651866.645615
  nChanged 1
		SP:Iteration 50Q (34366.000000 sec): 3 clusters
  Score: Raw -1654951.039421 + Penalty 3084.328734 = -1651866.710687
  nChanged 0
		SP:Iteration 51F (34366.300000 sec): 3 clusters
  Score: Raw -1654951.039421 + Penalty 3084.328734 = -1651866.710687
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 31 (545 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (34366.380000 sec): 2 clusters
  Score: Raw -59723.482970 + Penalty 1023.877692 = -58699.605278
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (34366.540000 sec): 3 clusters
  Score: Raw -59649.078369 + Penalty 2047.755383 = -57601.322986
  nChanged 137
		SP:Iteration 1F (34366.700000 sec): 3 clusters
  Score: Raw -59872.332699 + Penalty 2047.755383 = -57824.577316
  nChanged 46
		SP:Iteration 2F (34366.860000 sec): 3 clusters
  Score: Raw -60000.691559 + Penalty 2047.755383 = -57952.936176
  nChanged 37
		SP:Iteration 3F (34367.020000 sec): 3 clusters
  Score: Raw -60075.278000 + Penalty 2047.755383 = -58027.522617
  nChanged 21
		SP:Iteration 4Q (34367.180000 sec): 3 clusters
  Score: Raw -60147.512615 + Penalty 2047.755383 = -58099.757231
  nChanged 23
		SP:Iteration 5Q (34367.340000 sec): 3 clusters
  Score: Raw -60250.485790 + Penalty 2047.755383 = -58202.730407
  nChanged 19
		SP:Iteration 6Q (34367.500000 sec): 3 clusters
  Score: Raw -60355.332127 + Penalty 2047.755383 = -58307.576744
  nChanged 14
		SP:Iteration 7Q (34367.660000 sec): 3 clusters
  Score: Raw -60414.212240 + Penalty 2047.755383 = -58366.456857
  nChanged 19
		SP:Iteration 8Q (34367.820000 sec): 3 clusters
  Score: Raw -60476.189406 + Penalty 2047.755383 = -58428.434023
  nChanged 14
		SP:Iteration 9Q (34367.970000 sec): 3 clusters
  Score: Raw -60522.780319 + Penalty 2047.755383 = -58475.024935
  nChanged 13
		SP:Iteration 10Q (34368.130000 sec): 3 clusters
  Score: Raw -60548.032344 + Penalty 2047.755383 = -58500.276961
  nChanged 6
		SP:Iteration 11Q (34368.290000 sec): 3 clusters
  Score: Raw -60581.483616 + Penalty 2047.755383 = -58533.728232
  nChanged 7
		SP:Iteration 12Q (34368.450000 sec): 3 clusters
  Score: Raw -60594.158294 + Penalty 2047.755383 = -58546.402911
  nChanged 5
		SP:Iteration 13Q (34368.650000 sec): 3 clusters
  Score: Raw -60613.290174 + Penalty 2047.755383 = -58565.534791
  nChanged 9
		SP:Iteration 14Q (34368.810000 sec): 3 clusters
  Score: Raw -60644.022539 + Penalty 2047.755383 = -58596.267156
  nChanged 5
		SP:Iteration 15Q (34369.000000 sec): 3 clusters
  Score: Raw -60650.997657 + Penalty 2047.755383 = -58603.242274
  nChanged 2
		SP:Iteration 16Q (34369.180000 sec): 3 clusters
  Score: Raw -60653.108185 + Penalty 2047.755383 = -58605.352802
  nChanged 2
		SP:Iteration 17Q (34369.320000 sec): 3 clusters
  Score: Raw -60657.902823 + Penalty 2047.755383 = -58610.147440
  nChanged 1
		SP:Iteration 18Q (34369.450000 sec): 3 clusters
  Score: Raw -60658.631151 + Penalty 2047.755383 = -58610.875768
  nChanged 0
		SP:Iteration 19F (34369.580000 sec): 3 clusters
  Score: Raw -60660.406665 + Penalty 2047.755383 = -58612.651281
  nChanged 1
		SP:Iteration 20F (34369.780000 sec): 3 clusters
  Score: Raw -60665.557942 + Penalty 2047.755383 = -58617.802558
  nChanged 4
		SP:Iteration 21Q (34369.900000 sec): 3 clusters
  Score: Raw -60684.756173 + Penalty 2047.755383 = -58637.000789
  nChanged 2
		SP:Iteration 22Q (34370.060000 sec): 3 clusters
  Score: Raw -60687.461879 + Penalty 2047.755383 = -58639.706496
  nChanged 0
		SP:Iteration 23F (34370.220000 sec): 3 clusters
  Score: Raw -60687.461879 + Penalty 2047.755383 = -58639.706496
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 32 (7923 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (34370.320000 sec): 2 clusters
  Score: Raw -961225.828401 + Penalty 1458.847845 = -959766.980556
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (34370.520000 sec): 3 clusters
  Score: Raw -956912.869203 + Penalty 2917.695690 = -953995.173512
  nChanged 3275
		SP:Iteration 1F (34370.740000 sec): 3 clusters
  Score: Raw -958663.769454 + Penalty 2917.695690 = -955746.073764
  nChanged 466
		SP:Iteration 2F (34370.910000 sec): 3 clusters
  Score: Raw -958858.057321 + Penalty 2917.695690 = -955940.361631
  nChanged 358
		SP:Iteration 3Q (34371.090000 sec): 3 clusters
  Score: Raw -958996.627964 + Penalty 2917.695690 = -956078.932274
  nChanged 296
		SP:Iteration 4Q (34371.270000 sec): 3 clusters
  Score: Raw -959132.098805 + Penalty 2917.695690 = -956214.403114
  nChanged 307
		SP:Iteration 5Q (34371.450000 sec): 3 clusters
  Score: Raw -959292.361491 + Penalty 2917.695690 = -956374.665801
  nChanged 307
		SP:Iteration 6Q (34371.670000 sec): 3 clusters
  Score: Raw -959454.232328 + Penalty 2917.695690 = -956536.536638
  nChanged 312
		SP:Iteration 7Q (34371.910000 sec): 3 clusters
  Score: Raw -959628.146276 + Penalty 2917.695690 = -956710.450585
  nChanged 316
		SP:Iteration 8Q (34372.130000 sec): 3 clusters
  Score: Raw -959809.400083 + Penalty 2917.695690 = -956891.704393
  nChanged 315
		SP:Iteration 9Q (34372.350000 sec): 3 clusters
  Score: Raw -959963.991044 + Penalty 2917.695690 = -957046.295353
  nChanged 255
		SP:Iteration 10Q (34372.520000 sec): 3 clusters
  Score: Raw -960069.145128 + Penalty 2917.695690 = -957151.449437
  nChanged 216
		SP:Iteration 11Q (34372.690000 sec): 3 clusters
  Score: Raw -960155.684062 + Penalty 2917.695690 = -957237.988372
  nChanged 211
		SP:Iteration 12Q (34372.940000 sec): 3 clusters
  Score: Raw -960238.002601 + Penalty 2917.695690 = -957320.306911
  nChanged 176
		SP:Iteration 13Q (34373.120000 sec): 3 clusters
  Score: Raw -960306.058218 + Penalty 2917.695690 = -957388.362528
  nChanged 173
		SP:Iteration 14Q (34373.300000 sec): 3 clusters
  Score: Raw -960371.791893 + Penalty 2917.695690 = -957454.096203
  nChanged 193
		SP:Iteration 15Q (34373.480000 sec): 3 clusters
  Score: Raw -960445.657333 + Penalty 2917.695690 = -957527.961643
  nChanged 181
		SP:Iteration 16Q (34373.660000 sec): 3 clusters
  Score: Raw -960511.858476 + Penalty 2917.695690 = -957594.162785
  nChanged 157
		SP:Iteration 17Q (34373.850000 sec): 3 clusters
  Score: Raw -960578.674006 + Penalty 2917.695690 = -957660.978315
  nChanged 174
		SP:Iteration 18Q (34374.020000 sec): 3 clusters
  Score: Raw -960651.759795 + Penalty 2917.695690 = -957734.064104
  nChanged 170
		SP:Iteration 19Q (34374.290000 sec): 3 clusters
  Score: Raw -960718.529065 + Penalty 2917.695690 = -957800.833375
  nChanged 176
		SP:Iteration 20F (34374.460000 sec): 3 clusters
  Score: Raw -960783.054963 + Penalty 2917.695690 = -957865.359273
  nChanged 160
		SP:Iteration 21Q (34374.650000 sec): 3 clusters
  Score: Raw -960851.376131 + Penalty 2917.695690 = -957933.680441
  nChanged 181
		SP:Iteration 22Q (34374.860000 sec): 3 clusters
  Score: Raw -960940.966975 + Penalty 2917.695690 = -958023.271284
  nChanged 184
		SP:Iteration 23Q (34375.040000 sec): 3 clusters
  Score: Raw -961033.478328 + Penalty 2917.695690 = -958115.782638
  nChanged 180
		SP:Iteration 24Q (34375.250000 sec): 3 clusters
  Score: Raw -961128.966089 + Penalty 2917.695690 = -958211.270398
  nChanged 184
		SP:Iteration 25Q (34375.450000 sec): 3 clusters
  Score: Raw -961243.689641 + Penalty 2917.695690 = -958325.993950
  nChanged 191
		SP:Iteration 26Q (34375.610000 sec): 3 clusters
  Score: Raw -961346.659311 + Penalty 2917.695690 = -958428.963620
  nChanged 164
		SP:Iteration 27Q (34375.790000 sec): 3 clusters
  Score: Raw -961427.523793 + Penalty 2917.695690 = -958509.828103
  nChanged 131
		SP:Iteration 28Q (34375.960000 sec): 3 clusters
  Score: Raw -961486.589115 + Penalty 2917.695690 = -958568.893424
  nChanged 106
		SP:Iteration 29Q (34376.140000 sec): 3 clusters
  Score: Raw -961525.474111 + Penalty 2917.695690 = -958607.778421
  nChanged 77
		SP:Iteration 30Q (34376.320000 sec): 3 clusters
  Score: Raw -961546.168689 + Penalty 2917.695690 = -958628.472999
  nChanged 65
		SP:Iteration 31Q (34376.500000 sec): 3 clusters
  Score: Raw -961563.955081 + Penalty 2917.695690 = -958646.259390
  nChanged 64
		SP:Iteration 32Q (34376.680000 sec): 3 clusters
  Score: Raw -961585.382180 + Penalty 2917.695690 = -958667.686490
  nChanged 63
		SP:Iteration 33Q (34376.860000 sec): 3 clusters
  Score: Raw -961604.820690 + Penalty 2917.695690 = -958687.125000
  nChanged 60
		SP:Iteration 34Q (34377.040000 sec): 3 clusters
  Score: Raw -961621.891941 + Penalty 2917.695690 = -958704.196251
  nChanged 48
		SP:Iteration 35Q (34377.220000 sec): 3 clusters
  Score: Raw -961638.477510 + Penalty 2917.695690 = -958720.781820
  nChanged 43
		SP:Iteration 36Q (34377.400000 sec): 3 clusters
  Score: Raw -961651.525500 + Penalty 2917.695690 = -958733.829810
  nChanged 35
		SP:Iteration 37Q (34377.570000 sec): 3 clusters
  Score: Raw -961660.427358 + Penalty 2917.695690 = -958742.731668
  nChanged 37
		SP:Iteration 38Q (34377.760000 sec): 3 clusters
  Score: Raw -961668.856849 + Penalty 2917.695690 = -958751.161158
  nChanged 35
		SP:Iteration 39Q (34377.960000 sec): 3 clusters
  Score: Raw -961676.984693 + Penalty 2917.695690 = -958759.289003
  nChanged 37
		SP:Iteration 40F (34378.200000 sec): 3 clusters
  Score: Raw -961686.782098 + Penalty 2917.695690 = -958769.086408
  nChanged 38
		SP:Iteration 41Q (34378.410000 sec): 3 clusters
  Score: Raw -961701.425297 + Penalty 2917.695690 = -958783.729607
  nChanged 42
		SP:Iteration 42Q (34378.590000 sec): 3 clusters
  Score: Raw -961716.333143 + Penalty 2917.695690 = -958798.637452
  nChanged 49
		SP:Iteration 43Q (34378.770000 sec): 3 clusters
  Score: Raw -961729.797372 + Penalty 2917.695690 = -958812.101682
  nChanged 39
		SP:Iteration 44Q (34378.910000 sec): 3 clusters
  Score: Raw -961740.387455 + Penalty 2917.695690 = -958822.691765
  nChanged 35
		SP:Iteration 45Q (34379.140000 sec): 3 clusters
  Score: Raw -961749.178407 + Penalty 2917.695690 = -958831.482716
  nChanged 23
		SP:Iteration 46Q (34379.330000 sec): 3 clusters
  Score: Raw -961754.407085 + Penalty 2917.695690 = -958836.711394
  nChanged 18
		SP:Iteration 47Q (34379.510000 sec): 3 clusters
  Score: Raw -961758.072161 + Penalty 2917.695690 = -958840.376471
  nChanged 16
		SP:Iteration 48Q (34379.690000 sec): 3 clusters
  Score: Raw -961762.714771 + Penalty 2917.695690 = -958845.019080
  nChanged 14
		SP:Iteration 49Q (34379.870000 sec): 3 clusters
  Score: Raw -961766.239236 + Penalty 2917.695690 = -958848.543546
  nChanged 12
		SP:Iteration 50Q (34380.050000 sec): 3 clusters
  Score: Raw -961768.110129 + Penalty 2917.695690 = -958850.414439
  nChanged 9
		SP:Iteration 51Q (34380.230000 sec): 3 clusters
  Score: Raw -961770.055451 + Penalty 2917.695690 = -958852.359760
  nChanged 16
		SP:Iteration 52Q (34380.410000 sec): 3 clusters
  Score: Raw -961773.299446 + Penalty 2917.695690 = -958855.603756
  nChanged 15
		SP:Iteration 53Q (34380.590000 sec): 3 clusters
  Score: Raw -961777.824037 + Penalty 2917.695690 = -958860.128347
  nChanged 19
		SP:Iteration 54Q (34380.770000 sec): 3 clusters
  Score: Raw -961784.188287 + Penalty 2917.695690 = -958866.492597
  nChanged 23
		SP:Iteration 55Q (34380.950000 sec): 3 clusters
  Score: Raw -961791.206931 + Penalty 2917.695690 = -958873.511241
  nChanged 18
		SP:Iteration 56Q (34381.210000 sec): 3 clusters
  Score: Raw -961796.991927 + Penalty 2917.695690 = -958879.296237
  nChanged 22
		SP:Iteration 57Q (34381.370000 sec): 3 clusters
  Score: Raw -961802.775190 + Penalty 2917.695690 = -958885.079499
  nChanged 17
		SP:Iteration 58Q (34381.570000 sec): 3 clusters
  Score: Raw -961807.781866 + Penalty 2917.695690 = -958890.086176
  nChanged 18
		SP:Iteration 59Q (34381.750000 sec): 3 clusters
  Score: Raw -961813.425653 + Penalty 2917.695690 = -958895.729962
  nChanged 22
		SP:Iteration 60F (34381.990000 sec): 3 clusters
  Score: Raw -961820.462353 + Penalty 2917.695690 = -958902.766663
  nChanged 24
		SP:Iteration 61Q (34382.170000 sec): 3 clusters
  Score: Raw -961830.560929 + Penalty 2917.695690 = -958912.865239
  nChanged 23
		SP:Iteration 62Q (34382.330000 sec): 3 clusters
  Score: Raw -961840.840077 + Penalty 2917.695690 = -958923.144387
  nChanged 31
		SP:Iteration 63Q (34382.490000 sec): 3 clusters
  Score: Raw -961853.122548 + Penalty 2917.695690 = -958935.426858
  nChanged 26
		SP:Iteration 64Q (34382.650000 sec): 3 clusters
  Score: Raw -961862.043136 + Penalty 2917.695690 = -958944.347446
  nChanged 19
		SP:Iteration 65Q (34382.820000 sec): 3 clusters
  Score: Raw -961867.922100 + Penalty 2917.695690 = -958950.226410
  nChanged 12
		SP:Iteration 66Q (34382.980000 sec): 3 clusters
  Score: Raw -961871.985622 + Penalty 2917.695690 = -958954.289931
  nChanged 12
		SP:Iteration 67Q (34383.160000 sec): 3 clusters
  Score: Raw -961874.533647 + Penalty 2917.695690 = -958956.837957
  nChanged 5
		SP:Iteration 68Q (34383.340000 sec): 3 clusters
  Score: Raw -961876.119227 + Penalty 2917.695690 = -958958.423537
  nChanged 4
		SP:Iteration 69Q (34383.520000 sec): 3 clusters
  Score: Raw -961876.762669 + Penalty 2917.695690 = -958959.066979
  nChanged 5
		SP:Iteration 70Q (34383.740000 sec): 3 clusters
  Score: Raw -961877.529916 + Penalty 2917.695690 = -958959.834226
  nChanged 2
		SP:Iteration 71Q (34383.920000 sec): 3 clusters
  Score: Raw -961877.843444 + Penalty 2917.695690 = -958960.147753
  nChanged 3
		SP:Iteration 72Q (34384.100000 sec): 3 clusters
  Score: Raw -961878.202404 + Penalty 2917.695690 = -958960.506714
  nChanged 1
		SP:Iteration 73Q (34384.310000 sec): 3 clusters
  Score: Raw -961878.919815 + Penalty 2917.695690 = -958961.224125
  nChanged 3
		SP:Iteration 74Q (34384.500000 sec): 3 clusters
  Score: Raw -961879.648552 + Penalty 2917.695690 = -958961.952862
  nChanged 4
		SP:Iteration 75Q (34384.680000 sec): 3 clusters
  Score: Raw -961880.237525 + Penalty 2917.695690 = -958962.541835
  nChanged 1
		SP:Iteration 76Q (34384.850000 sec): 3 clusters
  Score: Raw -961880.337000 + Penalty 2917.695690 = -958962.641309
  nChanged 1
		SP:Iteration 77Q (34385.120000 sec): 3 clusters
  Score: Raw -961880.435422 + Penalty 2917.695690 = -958962.739732
  nChanged 1
		SP:Iteration 78Q (34385.230000 sec): 3 clusters
  Score: Raw -961880.548075 + Penalty 2917.695690 = -958962.852384
  nChanged 1
		SP:Iteration 79Q (34385.430000 sec): 3 clusters
  Score: Raw -961880.760146 + Penalty 2917.695690 = -958963.064455
  nChanged 1
		SP:Iteration 80F (34385.660000 sec): 3 clusters
  Score: Raw -961880.969911 + Penalty 2917.695690 = -958963.274221
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 33 (1926 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (34385.730000 sec): 2 clusters
  Score: Raw -225988.221837 + Penalty 1229.020096 = -224759.201741
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (34385.890000 sec): 3 clusters
  Score: Raw -225167.433642 + Penalty 2458.040193 = -222709.393449
  nChanged 679
		SP:Iteration 1F (34386.050000 sec): 3 clusters
  Score: Raw -225616.140959 + Penalty 2458.040193 = -223158.100766
  nChanged 147
		SP:Iteration 2F (34386.210000 sec): 3 clusters
  Score: Raw -225723.510830 + Penalty 2458.040193 = -223265.470637
  nChanged 93
		SP:Iteration 3Q (34386.370000 sec): 3 clusters
  Score: Raw -225814.322740 + Penalty 2458.040193 = -223356.282548
  nChanged 99
		SP:Iteration 4F (34386.530000 sec): 3 clusters
  Score: Raw -225918.300377 + Penalty 2458.040193 = -223460.260184
  nChanged 84
		SP:Iteration 5Q (34386.680000 sec): 3 clusters
  Score: Raw -226009.021254 + Penalty 2458.040193 = -223550.981062
  nChanged 81
		SP:Iteration 6Q (34386.840000 sec): 3 clusters
  Score: Raw -226107.740391 + Penalty 2458.040193 = -223649.700199
  nChanged 68
		SP:Iteration 7Q (34387.000000 sec): 3 clusters
  Score: Raw -226171.788936 + Penalty 2458.040193 = -223713.748744
  nChanged 58
		SP:Iteration 8Q (34387.160000 sec): 3 clusters
  Score: Raw -226223.535233 + Penalty 2458.040193 = -223765.495041
  nChanged 51
		SP:Iteration 9Q (34387.360000 sec): 3 clusters
  Score: Raw -226272.694905 + Penalty 2458.040193 = -223814.654712
  nChanged 53
		SP:Iteration 10Q (34387.510000 sec): 3 clusters
  Score: Raw -226342.782873 + Penalty 2458.040193 = -223884.742680
  nChanged 61
		SP:Iteration 11Q (34387.660000 sec): 3 clusters
  Score: Raw -226437.792771 + Penalty 2458.040193 = -223979.752578
  nChanged 72
		SP:Iteration 12Q (34387.810000 sec): 3 clusters
  Score: Raw -226548.612118 + Penalty 2458.040193 = -224090.571925
  nChanged 74
		SP:Iteration 13Q (34387.960000 sec): 3 clusters
  Score: Raw -226637.615707 + Penalty 2458.040193 = -224179.575514
  nChanged 51
		SP:Iteration 14Q (34388.110000 sec): 3 clusters
  Score: Raw -226694.554868 + Penalty 2458.040193 = -224236.514675
  nChanged 29
		SP:Iteration 15Q (34388.270000 sec): 3 clusters
  Score: Raw -226729.146106 + Penalty 2458.040193 = -224271.105913
  nChanged 33
		SP:Iteration 16Q (34388.430000 sec): 3 clusters
  Score: Raw -226783.090640 + Penalty 2458.040193 = -224325.050448
  nChanged 38
		SP:Iteration 17Q (34388.590000 sec): 3 clusters
  Score: Raw -226870.481029 + Penalty 2458.040193 = -224412.440836
  nChanged 46
		SP:Iteration 18Q (34388.760000 sec): 3 clusters
  Score: Raw -226964.542463 + Penalty 2458.040193 = -224506.502271
  nChanged 25
		SP:Iteration 19Q (34388.960000 sec): 3 clusters
  Score: Raw -227008.674421 + Penalty 2458.040193 = -224550.634228
  nChanged 20
		SP:Iteration 20F (34389.100000 sec): 3 clusters
  Score: Raw -227037.951106 + Penalty 2458.040193 = -224579.910914
  nChanged 10
		SP:Iteration 21Q (34389.260000 sec): 3 clusters
  Score: Raw -227049.509407 + Penalty 2458.040193 = -224591.469214
  nChanged 2
		SP:Iteration 22Q (34389.460000 sec): 3 clusters
  Score: Raw -227051.745858 + Penalty 2458.040193 = -224593.705665
  nChanged 0
		SP:Iteration 23F (34389.610000 sec): 3 clusters
  Score: Raw -227051.745858 + Penalty 2458.040193 = -224593.705665
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 34 (18824 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (34389.810000 sec): 2 clusters
  Score: Raw -2275005.219334 + Penalty 1599.469289 = -2273405.750045
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (34390.100000 sec): 3 clusters
  Score: Raw -2263760.862498 + Penalty 3198.938577 = -2260561.923920
  nChanged 8465
		SP:Iteration 1F (34390.360000 sec): 3 clusters
  Score: Raw -2268615.056532 + Penalty 3198.938577 = -2265416.117955
  nChanged 1123
		SP:Iteration 2F (34390.610000 sec): 3 clusters
  Score: Raw -2269217.865009 + Penalty 3198.938577 = -2266018.926431
  nChanged 1123
		SP:Iteration 3F (34390.870000 sec): 3 clusters
  Score: Raw -2269860.277020 + Penalty 3198.938577 = -2266661.338442
  nChanged 1140
		SP:Iteration 4F (34391.160000 sec): 3 clusters
  Score: Raw -2270478.729407 + Penalty 3198.938577 = -2267279.790829
  nChanged 1099
		SP:Iteration 5F (34391.420000 sec): 3 clusters
  Score: Raw -2271072.596790 + Penalty 3198.938577 = -2267873.658212
  nChanged 1011
		SP:Iteration 6F (34391.730000 sec): 3 clusters
  Score: Raw -2271602.532392 + Penalty 3198.938577 = -2268403.593814
  nChanged 910
		SP:Iteration 7Q (34392.020000 sec): 3 clusters
  Score: Raw -2272054.361595 + Penalty 3198.938577 = -2268855.423018
  nChanged 797
		SP:Iteration 8Q (34392.290000 sec): 3 clusters
  Score: Raw -2272388.461423 + Penalty 3198.938577 = -2269189.522845
  nChanged 656
		SP:Iteration 9Q (34392.590000 sec): 3 clusters
  Score: Raw -2272611.401674 + Penalty 3198.938577 = -2269412.463096
  nChanged 535
		SP:Iteration 10Q (34392.870000 sec): 3 clusters
  Score: Raw -2272766.301231 + Penalty 3198.938577 = -2269567.362654
  nChanged 403
		SP:Iteration 11Q (34393.190000 sec): 3 clusters
  Score: Raw -2272865.722047 + Penalty 3198.938577 = -2269666.783470
  nChanged 328
		SP:Iteration 12Q (34393.470000 sec): 3 clusters
  Score: Raw -2272938.538430 + Penalty 3198.938577 = -2269739.599852
  nChanged 280
		SP:Iteration 13Q (34393.760000 sec): 3 clusters
  Score: Raw -2272998.216456 + Penalty 3198.938577 = -2269799.277879
  nChanged 274
		SP:Iteration 14Q (34394.050000 sec): 3 clusters
  Score: Raw -2273061.909096 + Penalty 3198.938577 = -2269862.970519
  nChanged 263
		SP:Iteration 15Q (34394.340000 sec): 3 clusters
  Score: Raw -2273125.771019 + Penalty 3198.938577 = -2269926.832442
  nChanged 263
		SP:Iteration 16Q (34394.640000 sec): 3 clusters
  Score: Raw -2273190.165965 + Penalty 3198.938577 = -2269991.227388
  nChanged 262
		SP:Iteration 17Q (34394.910000 sec): 3 clusters
  Score: Raw -2273254.330206 + Penalty 3198.938577 = -2270055.391629
  nChanged 275
		SP:Iteration 18Q (34395.220000 sec): 3 clusters
  Score: Raw -2273327.695822 + Penalty 3198.938577 = -2270128.757245
  nChanged 278
		SP:Iteration 19Q (34395.490000 sec): 3 clusters
  Score: Raw -2273405.056280 + Penalty 3198.938577 = -2270206.117703
  nChanged 309
		SP:Iteration 20F (34395.770000 sec): 3 clusters
  Score: Raw -2273490.698634 + Penalty 3198.938577 = -2270291.760056
  nChanged 325
		SP:Iteration 21Q (34396.020000 sec): 3 clusters
  Score: Raw -2273598.758210 + Penalty 3198.938577 = -2270399.819633
  nChanged 350
		SP:Iteration 22Q (34396.280000 sec): 3 clusters
  Score: Raw -2273714.623226 + Penalty 3198.938577 = -2270515.684649
  nChanged 344
		SP:Iteration 23Q (34396.550000 sec): 3 clusters
  Score: Raw -2273842.118057 + Penalty 3198.938577 = -2270643.179480
  nChanged 371
		SP:Iteration 24Q (34396.820000 sec): 3 clusters
  Score: Raw -2273980.301615 + Penalty 3198.938577 = -2270781.363037
  nChanged 354
		SP:Iteration 25Q (34397.100000 sec): 3 clusters
  Score: Raw -2274114.588539 + Penalty 3198.938577 = -2270915.649962
  nChanged 314
		SP:Iteration 26Q (34397.420000 sec): 3 clusters
  Score: Raw -2274233.021445 + Penalty 3198.938577 = -2271034.082867
  nChanged 304
		SP:Iteration 27Q (34397.740000 sec): 3 clusters
  Score: Raw -2274346.567557 + Penalty 3198.938577 = -2271147.628980
  nChanged 281
		SP:Iteration 28Q (34397.990000 sec): 3 clusters
  Score: Raw -2274435.428549 + Penalty 3198.938577 = -2271236.489972
  nChanged 225
		SP:Iteration 29Q (34398.270000 sec): 3 clusters
  Score: Raw -2274505.236653 + Penalty 3198.938577 = -2271306.298076
  nChanged 194
		SP:Iteration 30Q (34398.600000 sec): 3 clusters
  Score: Raw -2274558.418934 + Penalty 3198.938577 = -2271359.480356
  nChanged 161
		SP:Iteration 31Q (34398.900000 sec): 3 clusters
  Score: Raw -2274592.928056 + Penalty 3198.938577 = -2271393.989478
  nChanged 146
		SP:Iteration 32Q (34399.220000 sec): 3 clusters
  Score: Raw -2274626.212084 + Penalty 3198.938577 = -2271427.273507
  nChanged 126
		SP:Iteration 33Q (34399.520000 sec): 3 clusters
  Score: Raw -2274655.392176 + Penalty 3198.938577 = -2271456.453598
  nChanged 112
		SP:Iteration 34Q (34399.810000 sec): 3 clusters
  Score: Raw -2274682.259555 + Penalty 3198.938577 = -2271483.320977
  nChanged 116
		SP:Iteration 35Q (34400.100000 sec): 3 clusters
  Score: Raw -2274709.321139 + Penalty 3198.938577 = -2271510.382562
  nChanged 116
		SP:Iteration 36Q (34400.400000 sec): 3 clusters
  Score: Raw -2274732.786622 + Penalty 3198.938577 = -2271533.848044
  nChanged 96
		SP:Iteration 37Q (34400.640000 sec): 3 clusters
  Score: Raw -2274750.935735 + Penalty 3198.938577 = -2271551.997158
  nChanged 92
		SP:Iteration 38Q (34400.900000 sec): 3 clusters
  Score: Raw -2274770.190629 + Penalty 3198.938577 = -2271571.252052
  nChanged 100
		SP:Iteration 39Q (34401.180000 sec): 3 clusters
  Score: Raw -2274791.534524 + Penalty 3198.938577 = -2271592.595946
  nChanged 103
		SP:Iteration 40F (34401.500000 sec): 3 clusters
  Score: Raw -2274810.559149 + Penalty 3198.938577 = -2271611.620571
  nChanged 73
		SP:Iteration 41Q (34401.780000 sec): 3 clusters
  Score: Raw -2274821.890743 + Penalty 3198.938577 = -2271622.952166
  nChanged 70
		SP:Iteration 42Q (34402.050000 sec): 3 clusters
  Score: Raw -2274832.637113 + Penalty 3198.938577 = -2271633.698535
  nChanged 63
		SP:Iteration 43Q (34402.310000 sec): 3 clusters
  Score: Raw -2274843.843113 + Penalty 3198.938577 = -2271644.904535
  nChanged 63
		SP:Iteration 44Q (34402.580000 sec): 3 clusters
  Score: Raw -2274854.179437 + Penalty 3198.938577 = -2271655.240859
  nChanged 66
		SP:Iteration 45Q (34402.850000 sec): 3 clusters
  Score: Raw -2274864.941524 + Penalty 3198.938577 = -2271666.002947
  nChanged 70
		SP:Iteration 46Q (34403.160000 sec): 3 clusters
  Score: Raw -2274875.281414 + Penalty 3198.938577 = -2271676.342837
  nChanged 66
		SP:Iteration 47Q (34403.500000 sec): 3 clusters
  Score: Raw -2274885.217840 + Penalty 3198.938577 = -2271686.279263
  nChanged 66
		SP:Iteration 48Q (34403.720000 sec): 3 clusters
  Score: Raw -2274895.417710 + Penalty 3198.938577 = -2271696.479132
  nChanged 66
		SP:Iteration 49Q (34403.980000 sec): 3 clusters
  Score: Raw -2274905.171670 + Penalty 3198.938577 = -2271706.233093
  nChanged 52
		SP:Iteration 50Q (34404.260000 sec): 3 clusters
  Score: Raw -2274912.239680 + Penalty 3198.938577 = -2271713.301102
  nChanged 48
		SP:Iteration 51Q (34404.510000 sec): 3 clusters
  Score: Raw -2274918.852268 + Penalty 3198.938577 = -2271719.913691
  nChanged 43
		SP:Iteration 52Q (34404.800000 sec): 3 clusters
  Score: Raw -2274923.830579 + Penalty 3198.938577 = -2271724.892001
  nChanged 43
		SP:Iteration 53Q (34405.110000 sec): 3 clusters
  Score: Raw -2274930.094961 + Penalty 3198.938577 = -2271731.156384
  nChanged 43
		SP:Iteration 54Q (34405.370000 sec): 3 clusters
  Score: Raw -2274936.029094 + Penalty 3198.938577 = -2271737.090517
  nChanged 49
		SP:Iteration 55Q (34405.630000 sec): 3 clusters
  Score: Raw -2274942.262115 + Penalty 3198.938577 = -2271743.323538
  nChanged 40
		SP:Iteration 56Q (34405.930000 sec): 3 clusters
  Score: Raw -2274946.916790 + Penalty 3198.938577 = -2271747.978213
  nChanged 40
		SP:Iteration 57Q (34406.220000 sec): 3 clusters
  Score: Raw -2274951.886691 + Penalty 3198.938577 = -2271752.948114
  nChanged 30
		SP:Iteration 58Q (34406.480000 sec): 3 clusters
  Score: Raw -2274955.604431 + Penalty 3198.938577 = -2271756.665854
  nChanged 33
		SP:Iteration 59Q (34406.740000 sec): 3 clusters
  Score: Raw -2274959.157758 + Penalty 3198.938577 = -2271760.219181
  nChanged 27
		SP:Iteration 60F (34407.070000 sec): 3 clusters
  Score: Raw -2274961.839188 + Penalty 3198.938577 = -2271762.900611
  nChanged 22
		SP:Iteration 61Q (34407.330000 sec): 3 clusters
  Score: Raw -2274964.276802 + Penalty 3198.938577 = -2271765.338225
  nChanged 21
		SP:Iteration 62Q (34407.670000 sec): 3 clusters
  Score: Raw -2274966.585336 + Penalty 3198.938577 = -2271767.646759
  nChanged 22
		SP:Iteration 63Q (34407.920000 sec): 3 clusters
  Score: Raw -2274968.636728 + Penalty 3198.938577 = -2271769.698150
  nChanged 19
		SP:Iteration 64Q (34408.180000 sec): 3 clusters
  Score: Raw -2274969.789268 + Penalty 3198.938577 = -2271770.850691
  nChanged 15
		SP:Iteration 65Q (34408.440000 sec): 3 clusters
  Score: Raw -2274971.014167 + Penalty 3198.938577 = -2271772.075590
  nChanged 14
		SP:Iteration 66Q (34408.700000 sec): 3 clusters
  Score: Raw -2274972.213203 + Penalty 3198.938577 = -2271773.274625
  nChanged 14
		SP:Iteration 67Q (34409.010000 sec): 3 clusters
  Score: Raw -2274973.474892 + Penalty 3198.938577 = -2271774.536315
  nChanged 17
		SP:Iteration 68Q (34409.250000 sec): 3 clusters
  Score: Raw -2274974.592506 + Penalty 3198.938577 = -2271775.653929
  nChanged 12
		SP:Iteration 69Q (34409.530000 sec): 3 clusters
  Score: Raw -2274975.532191 + Penalty 3198.938577 = -2271776.593613
  nChanged 13
		SP:Iteration 70Q (34409.770000 sec): 3 clusters
  Score: Raw -2274976.727860 + Penalty 3198.938577 = -2271777.789282
  nChanged 17
		SP:Iteration 71Q (34410.060000 sec): 3 clusters
  Score: Raw -2274977.939712 + Penalty 3198.938577 = -2271779.001135
  nChanged 15
		SP:Iteration 72Q (34410.300000 sec): 3 clusters
  Score: Raw -2274979.079218 + Penalty 3198.938577 = -2271780.140640
  nChanged 10
		SP:Iteration 73Q (34410.580000 sec): 3 clusters
  Score: Raw -2274979.845560 + Penalty 3198.938577 = -2271780.906982
  nChanged 8
		SP:Iteration 74Q (34410.870000 sec): 3 clusters
  Score: Raw -2274980.469309 + Penalty 3198.938577 = -2271781.530731
  nChanged 9
		SP:Iteration 75Q (34411.150000 sec): 3 clusters
  Score: Raw -2274980.970432 + Penalty 3198.938577 = -2271782.031854
  nChanged 3
		SP:Iteration 76Q (34411.350000 sec): 3 clusters
  Score: Raw -2274981.114134 + Penalty 3198.938577 = -2271782.175556
  nChanged 4
		SP:Iteration 77Q (34411.600000 sec): 3 clusters
  Score: Raw -2274981.358395 + Penalty 3198.938577 = -2271782.419818
  nChanged 5
		SP:Iteration 78Q (34411.870000 sec): 3 clusters
  Score: Raw -2274981.705297 + Penalty 3198.938577 = -2271782.766720
  nChanged 11
		SP:Iteration 79Q (34412.050000 sec): 3 clusters
  Score: Raw -2274982.968395 + Penalty 3198.938577 = -2271784.029818
  nChanged 13
		SP:Iteration 80F (34412.300000 sec): 3 clusters
  Score: Raw -2274984.325134 + Penalty 3198.938577 = -2271785.386556
  nChanged 14
		SP:Iteration 81Q (34412.510000 sec): 3 clusters
  Score: Raw -2274985.994773 + Penalty 3198.938577 = -2271787.056195
  nChanged 15
		SP:Iteration 82Q (34412.780000 sec): 3 clusters
  Score: Raw -2274987.614673 + Penalty 3198.938577 = -2271788.676095
  nChanged 17
		SP:Iteration 83Q (34413.010000 sec): 3 clusters
  Score: Raw -2274988.790799 + Penalty 3198.938577 = -2271789.852221
  nChanged 12
		SP:Iteration 84Q (34413.290000 sec): 3 clusters
  Score: Raw -2274989.752829 + Penalty 3198.938577 = -2271790.814252
  nChanged 13
		SP:Iteration 85Q (34413.520000 sec): 3 clusters
  Score: Raw -2274990.762384 + Penalty 3198.938577 = -2271791.823806
  nChanged 11
		SP:Iteration 86Q (34413.800000 sec): 3 clusters
  Score: Raw -2274991.813590 + Penalty 3198.938577 = -2271792.875013
  nChanged 10
		SP:Iteration 87Q (34414.070000 sec): 3 clusters
  Score: Raw -2274992.623384 + Penalty 3198.938577 = -2271793.684807
  nChanged 12
		SP:Iteration 88Q (34414.280000 sec): 3 clusters
  Score: Raw -2274993.674427 + Penalty 3198.938577 = -2271794.735850
  nChanged 7
		SP:Iteration 89Q (34414.560000 sec): 3 clusters
  Score: Raw -2274994.201668 + Penalty 3198.938577 = -2271795.263091
  nChanged 11
		SP:Iteration 90Q (34414.750000 sec): 3 clusters
  Score: Raw -2274995.054609 + Penalty 3198.938577 = -2271796.116032
  nChanged 14
		SP:Iteration 91Q (34415.040000 sec): 3 clusters
  Score: Raw -2274996.373876 + Penalty 3198.938577 = -2271797.435298
  nChanged 16
		SP:Iteration 92Q (34415.290000 sec): 3 clusters
  Score: Raw -2274997.602340 + Penalty 3198.938577 = -2271798.663763
  nChanged 16
		SP:Iteration 93Q (34415.500000 sec): 3 clusters
  Score: Raw -2274999.343807 + Penalty 3198.938577 = -2271800.405229
  nChanged 13
		SP:Iteration 94Q (34415.780000 sec): 3 clusters
  Score: Raw -2275000.587499 + Penalty 3198.938577 = -2271801.648921
  nChanged 18
		SP:Iteration 95Q (34415.980000 sec): 3 clusters
  Score: Raw -2275002.495842 + Penalty 3198.938577 = -2271803.557265
  nChanged 17
		SP:Iteration 96Q (34416.260000 sec): 3 clusters
  Score: Raw -2275004.279937 + Penalty 3198.938577 = -2271805.341359
  nChanged 20
		SP:Iteration 97Q (34416.450000 sec): 3 clusters
  Score: Raw -2275006.593548 + Penalty 3198.938577 = -2271807.654970
  nChanged 25
		SP:Iteration 98Q (34416.670000 sec): 3 clusters
  Score: Raw -2275008.876654 + Penalty 3198.938577 = -2271809.938077
  nChanged 21
		SP:Iteration 99Q (34416.890000 sec): 3 clusters
  Score: Raw -2275010.791741 + Penalty 3198.938577 = -2271811.853164
  nChanged 18
		SP:Iteration 100F (34417.180000 sec): 3 clusters
  Score: Raw -2275012.574816 + Penalty 3198.938577 = -2271813.636238
  nChanged 16
		SP:Iteration 101Q (34417.410000 sec): 3 clusters
  Score: Raw -2275014.204970 + Penalty 3198.938577 = -2271815.266393
  nChanged 19
		SP:Iteration 102Q (34417.650000 sec): 3 clusters
  Score: Raw -2275016.349168 + Penalty 3198.938577 = -2271817.410591
  nChanged 20
		SP:Iteration 103Q (34417.910000 sec): 3 clusters
  Score: Raw -2275018.130060 + Penalty 3198.938577 = -2271819.191482
  nChanged 16
		SP:Iteration 104Q (34418.100000 sec): 3 clusters
  Score: Raw -2275019.934436 + Penalty 3198.938577 = -2271820.995858
  nChanged 14
		SP:Iteration 105Q (34418.380000 sec): 3 clusters
  Score: Raw -2275021.015679 + Penalty 3198.938577 = -2271822.077101
  nChanged 11
		SP:Iteration 106Q (34418.660000 sec): 3 clusters
  Score: Raw -2275022.174179 + Penalty 3198.938577 = -2271823.235602
  nChanged 11
		SP:Iteration 107Q (34418.940000 sec): 3 clusters
  Score: Raw -2275023.219845 + Penalty 3198.938577 = -2271824.281268
  nChanged 14
		SP:Iteration 108Q (34419.210000 sec): 3 clusters
  Score: Raw -2275024.332547 + Penalty 3198.938577 = -2271825.393969
  nChanged 13
		SP:Iteration 109Q (34419.440000 sec): 3 clusters
  Score: Raw -2275025.290328 + Penalty 3198.938577 = -2271826.351750
  nChanged 8
		SP:Iteration 110Q (34419.710000 sec): 3 clusters
  Score: Raw -2275026.048845 + Penalty 3198.938577 = -2271827.110267
  nChanged 6
		SP:Iteration 111Q (34419.960000 sec): 3 clusters
  Score: Raw -2275026.625157 + Penalty 3198.938577 = -2271827.686580
  nChanged 7
		SP:Iteration 112Q (34420.240000 sec): 3 clusters
  Score: Raw -2275027.435324 + Penalty 3198.938577 = -2271828.496747
  nChanged 6
		SP:Iteration 113Q (34420.470000 sec): 3 clusters
  Score: Raw -2275028.275713 + Penalty 3198.938577 = -2271829.337135
  nChanged 11
		SP:Iteration 114Q (34420.720000 sec): 3 clusters
  Score: Raw -2275029.301029 + Penalty 3198.938577 = -2271830.362452
  nChanged 10
		SP:Iteration 115Q (34420.970000 sec): 3 clusters
  Score: Raw -2275030.417513 + Penalty 3198.938577 = -2271831.478936
  nChanged 12
		SP:Iteration 116Q (34421.210000 sec): 3 clusters
  Score: Raw -2275031.465534 + Penalty 3198.938577 = -2271832.526956
  nChanged 14
		SP:Iteration 117Q (34421.460000 sec): 3 clusters
  Score: Raw -2275032.824702 + Penalty 3198.938577 = -2271833.886124
  nChanged 10
		SP:Iteration 118Q (34421.730000 sec): 3 clusters
  Score: Raw -2275034.058212 + Penalty 3198.938577 = -2271835.119635
  nChanged 8
		SP:Iteration 119Q (34421.920000 sec): 3 clusters
  Score: Raw -2275034.908574 + Penalty 3198.938577 = -2271835.969997
  nChanged 12
		SP:Iteration 120F (34422.220000 sec): 3 clusters
  Score: Raw -2275036.411723 + Penalty 3198.938577 = -2271837.473145
  nChanged 13
		SP:Iteration 121Q (34422.460000 sec): 3 clusters
  Score: Raw -2275037.538803 + Penalty 3198.938577 = -2271838.600225
  nChanged 12
		SP:Iteration 122Q (34422.690000 sec): 3 clusters
  Score: Raw -2275038.458623 + Penalty 3198.938577 = -2271839.520045
  nChanged 12
		SP:Iteration 123Q (34423.020000 sec): 3 clusters
  Score: Raw -2275039.369843 + Penalty 3198.938577 = -2271840.431266
  nChanged 12
		SP:Iteration 124Q (34423.230000 sec): 3 clusters
  Score: Raw -2275040.298744 + Penalty 3198.938577 = -2271841.360166
  nChanged 10
		SP:Iteration 125Q (34423.460000 sec): 3 clusters
  Score: Raw -2275041.533639 + Penalty 3198.938577 = -2271842.595062
  nChanged 5
		SP:Iteration 126Q (34423.670000 sec): 3 clusters
  Score: Raw -2275042.303924 + Penalty 3198.938577 = -2271843.365346
  nChanged 3
		SP:Iteration 127Q (34423.870000 sec): 3 clusters
  Score: Raw -2275042.658845 + Penalty 3198.938577 = -2271843.720267
  nChanged 5
		SP:Iteration 128Q (34424.150000 sec): 3 clusters
  Score: Raw -2275043.102094 + Penalty 3198.938577 = -2271844.163516
  nChanged 7
		SP:Iteration 129Q (34424.360000 sec): 3 clusters
  Score: Raw -2275043.728111 + Penalty 3198.938577 = -2271844.789534
  nChanged 6
		SP:Iteration 130Q (34424.620000 sec): 3 clusters
  Score: Raw -2275044.348495 + Penalty 3198.938577 = -2271845.409918
  nChanged 8
		SP:Iteration 131Q (34424.850000 sec): 3 clusters
  Score: Raw -2275045.179700 + Penalty 3198.938577 = -2271846.241123
  nChanged 9
		SP:Iteration 132Q (34425.060000 sec): 3 clusters
  Score: Raw -2275046.109802 + Penalty 3198.938577 = -2271847.171224
  nChanged 7
		SP:Iteration 133Q (34425.330000 sec): 3 clusters
  Score: Raw -2275047.163990 + Penalty 3198.938577 = -2271848.225412
  nChanged 17
		SP:Iteration 134Q (34425.580000 sec): 3 clusters
  Score: Raw -2275049.702819 + Penalty 3198.938577 = -2271850.764242
  nChanged 23
		SP:Iteration 135Q (34425.800000 sec): 3 clusters
  Score: Raw -2275053.349241 + Penalty 3198.938577 = -2271854.410664
  nChanged 29
		SP:Iteration 136Q (34426.010000 sec): 3 clusters
  Score: Raw -2275057.548512 + Penalty 3198.938577 = -2271858.609935
  nChanged 31
		SP:Iteration 137Q (34426.270000 sec): 3 clusters
  Score: Raw -2275061.790609 + Penalty 3198.938577 = -2271862.852032
  nChanged 20
		SP:Iteration 138Q (34426.570000 sec): 3 clusters
  Score: Raw -2275063.956552 + Penalty 3198.938577 = -2271865.017974
  nChanged 20
		SP:Iteration 139Q (34426.810000 sec): 3 clusters
  Score: Raw -2275066.511553 + Penalty 3198.938577 = -2271867.572976
  nChanged 23
		SP:Iteration 140F (34427.120000 sec): 3 clusters
  Score: Raw -2275070.000502 + Penalty 3198.938577 = -2271871.061925
  nChanged 25
		SP:Iteration 141Q (34427.350000 sec): 3 clusters
  Score: Raw -2275073.205118 + Penalty 3198.938577 = -2271874.266541
  nChanged 23
		SP:Iteration 142Q (34427.600000 sec): 3 clusters
  Score: Raw -2275076.324198 + Penalty 3198.938577 = -2271877.385621
  nChanged 28
		SP:Iteration 143Q (34427.870000 sec): 3 clusters
  Score: Raw -2275080.725971 + Penalty 3198.938577 = -2271881.787394
  nChanged 26
		SP:Iteration 144Q (34428.160000 sec): 3 clusters
  Score: Raw -2275083.896561 + Penalty 3198.938577 = -2271884.957984
  nChanged 20
		SP:Iteration 145Q (34428.410000 sec): 3 clusters
  Score: Raw -2275086.316769 + Penalty 3198.938577 = -2271887.378191
  nChanged 17
		SP:Iteration 146Q (34428.670000 sec): 3 clusters
  Score: Raw -2275089.029725 + Penalty 3198.938577 = -2271890.091147
  nChanged 25
		SP:Iteration 147Q (34428.930000 sec): 3 clusters
  Score: Raw -2275092.781961 + Penalty 3198.938577 = -2271893.843384
  nChanged 25
		SP:Iteration 148Q (34429.160000 sec): 3 clusters
  Score: Raw -2275096.874333 + Penalty 3198.938577 = -2271897.935755
  nChanged 27
		SP:Iteration 149Q (34429.470000 sec): 3 clusters
  Score: Raw -2275101.066206 + Penalty 3198.938577 = -2271902.127629
  nChanged 32
		SP:Iteration 150Q (34429.680000 sec): 3 clusters
  Score: Raw -2275105.642733 + Penalty 3198.938577 = -2271906.704156
  nChanged 28
		SP:Iteration 151Q (34429.950000 sec): 3 clusters
  Score: Raw -2275109.250923 + Penalty 3198.938577 = -2271910.312346
  nChanged 28
		SP:Iteration 152Q (34430.190000 sec): 3 clusters
  Score: Raw -2275113.491056 + Penalty 3198.938577 = -2271914.552479
  nChanged 30
		SP:Iteration 153Q (34430.430000 sec): 3 clusters
  Score: Raw -2275117.652083 + Penalty 3198.938577 = -2271918.713506
  nChanged 36
		SP:Iteration 154Q (34430.700000 sec): 3 clusters
  Score: Raw -2275123.040495 + Penalty 3198.938577 = -2271924.101917
  nChanged 28
		SP:Iteration 155Q (34431.020000 sec): 3 clusters
  Score: Raw -2275127.250038 + Penalty 3198.938577 = -2271928.311461
  nChanged 31
		SP:Iteration 156Q (34431.240000 sec): 3 clusters
  Score: Raw -2275131.927981 + Penalty 3198.938577 = -2271932.989403
  nChanged 44
		SP:Iteration 157Q (34431.480000 sec): 3 clusters
  Score: Raw -2275140.004203 + Penalty 3198.938577 = -2271941.065626
  nChanged 35
		SP:Iteration 158Q (34431.680000 sec): 3 clusters
  Score: Raw -2275146.197086 + Penalty 3198.938577 = -2271947.258508
  nChanged 43
		SP:Iteration 159Q (34431.900000 sec): 3 clusters
  Score: Raw -2275153.799034 + Penalty 3198.938577 = -2271954.860456
  nChanged 50
		SP:Iteration 160F (34432.130000 sec): 3 clusters
  Score: Raw -2275164.371786 + Penalty 3198.938577 = -2271965.433208
  nChanged 46
		SP:Iteration 161Q (34432.410000 sec): 3 clusters
  Score: Raw -2275175.756957 + Penalty 3198.938577 = -2271976.818380
  nChanged 51
		SP:Iteration 162Q (34432.680000 sec): 3 clusters
  Score: Raw -2275189.725918 + Penalty 3198.938577 = -2271990.787341
  nChanged 58
		SP:Iteration 163Q (34432.920000 sec): 3 clusters
  Score: Raw -2275209.968250 + Penalty 3198.938577 = -2272011.029672
  nChanged 85
		SP:Iteration 164Q (34433.230000 sec): 3 clusters
  Score: Raw -2275235.548105 + Penalty 3198.938577 = -2272036.609528
  nChanged 72
		SP:Iteration 165Q (34433.430000 sec): 3 clusters
  Score: Raw -2275256.309280 + Penalty 3198.938577 = -2272057.370703
  nChanged 71
		SP:Iteration 166Q (34433.630000 sec): 3 clusters
  Score: Raw -2275277.226040 + Penalty 3198.938577 = -2272078.287463
  nChanged 82
		SP:Iteration 167Q (34433.910000 sec): 3 clusters
  Score: Raw -2275303.786491 + Penalty 3198.938577 = -2272104.847913
  nChanged 81
		SP:Iteration 168Q (34434.200000 sec): 3 clusters
  Score: Raw -2275328.778898 + Penalty 3198.938577 = -2272129.840320
  nChanged 77
		SP:Iteration 169Q (34434.390000 sec): 3 clusters
  Score: Raw -2275352.824190 + Penalty 3198.938577 = -2272153.885612
  nChanged 73
		SP:Iteration 170Q (34434.670000 sec): 3 clusters
  Score: Raw -2275376.228686 + Penalty 3198.938577 = -2272177.290109
  nChanged 67
		SP:Iteration 171Q (34434.930000 sec): 3 clusters
  Score: Raw -2275395.830503 + Penalty 3198.938577 = -2272196.891926
  nChanged 64
		SP:Iteration 172Q (34435.140000 sec): 3 clusters
  Score: Raw -2275414.457013 + Penalty 3198.938577 = -2272215.518436
  nChanged 64
		SP:Iteration 173Q (34435.350000 sec): 3 clusters
  Score: Raw -2275430.919906 + Penalty 3198.938577 = -2272231.981329
  nChanged 61
		SP:Iteration 174Q (34435.560000 sec): 3 clusters
  Score: Raw -2275445.327282 + Penalty 3198.938577 = -2272246.388704
  nChanged 51
		SP:Iteration 175Q (34435.730000 sec): 3 clusters
  Score: Raw -2275460.071333 + Penalty 3198.938577 = -2272261.132756
  nChanged 65
		SP:Iteration 176Q (34436.010000 sec): 3 clusters
  Score: Raw -2275479.279234 + Penalty 3198.938577 = -2272280.340656
  nChanged 69
		SP:Iteration 177Q (34436.220000 sec): 3 clusters
  Score: Raw -2275498.022950 + Penalty 3198.938577 = -2272299.084372
  nChanged 65
		SP:Iteration 178Q (34436.460000 sec): 3 clusters
  Score: Raw -2275520.170867 + Penalty 3198.938577 = -2272321.232290
  nChanged 68
		SP:Iteration 179Q (34436.720000 sec): 3 clusters
  Score: Raw -2275540.222618 + Penalty 3198.938577 = -2272341.284040
  nChanged 62
		SP:Iteration 180F (34436.930000 sec): 3 clusters
  Score: Raw -2275557.777213 + Penalty 3198.938577 = -2272358.838636
  nChanged 62
		SP:Iteration 181Q (34437.140000 sec): 3 clusters
  Score: Raw -2275577.474421 + Penalty 3198.938577 = -2272378.535843
  nChanged 70
		SP:Iteration 182Q (34437.370000 sec): 3 clusters
  Score: Raw -2275597.605024 + Penalty 3198.938577 = -2272398.666447
  nChanged 57
		SP:Iteration 183Q (34437.570000 sec): 3 clusters
  Score: Raw -2275615.521034 + Penalty 3198.938577 = -2272416.582457
  nChanged 48
		SP:Iteration 184Q (34437.820000 sec): 3 clusters
  Score: Raw -2275631.192859 + Penalty 3198.938577 = -2272432.254282
  nChanged 51
		SP:Iteration 185Q (34438.050000 sec): 3 clusters
  Score: Raw -2275645.764570 + Penalty 3198.938577 = -2272446.825992
  nChanged 41
		SP:Iteration 186Q (34438.290000 sec): 3 clusters
  Score: Raw -2275657.016692 + Penalty 3198.938577 = -2272458.078114
  nChanged 45
		SP:Iteration 187Q (34438.520000 sec): 3 clusters
  Score: Raw -2275670.619676 + Penalty 3198.938577 = -2272471.681099
  nChanged 44
		SP:Iteration 188Q (34438.750000 sec): 3 clusters
  Score: Raw -2275683.979777 + Penalty 3198.938577 = -2272485.041200
  nChanged 42
		SP:Iteration 189Q (34438.980000 sec): 3 clusters
  Score: Raw -2275696.818759 + Penalty 3198.938577 = -2272497.880182
  nChanged 27
		SP:Iteration 190Q (34439.150000 sec): 3 clusters
  Score: Raw -2275703.114211 + Penalty 3198.938577 = -2272504.175634
  nChanged 22
		SP:Iteration 191Q (34439.420000 sec): 3 clusters
  Score: Raw -2275708.353753 + Penalty 3198.938577 = -2272509.415176
  nChanged 10
		SP:Iteration 192Q (34439.620000 sec): 3 clusters
  Score: Raw -2275711.221396 + Penalty 3198.938577 = -2272512.282819
  nChanged 10
		SP:Iteration 193Q (34439.830000 sec): 3 clusters
  Score: Raw -2275712.504685 + Penalty 3198.938577 = -2272513.566108
  nChanged 8
		SP:Iteration 194Q (34440.090000 sec): 3 clusters
  Score: Raw -2275713.811240 + Penalty 3198.938577 = -2272514.872663
  nChanged 7
		SP:Iteration 195Q (34440.330000 sec): 3 clusters
  Score: Raw -2275715.157380 + Penalty 3198.938577 = -2272516.218803
  nChanged 8
		SP:Iteration 196Q (34440.510000 sec): 3 clusters
  Score: Raw -2275716.694044 + Penalty 3198.938577 = -2272517.755466
  nChanged 5
		SP:Iteration 197Q (34440.790000 sec): 3 clusters
  Score: Raw -2275718.195298 + Penalty 3198.938577 = -2272519.256721
  nChanged 9
		SP:Iteration 198Q (34440.970000 sec): 3 clusters
  Score: Raw -2275720.133224 + Penalty 3198.938577 = -2272521.194647
  nChanged 7
		SP:Iteration 199Q (34441.180000 sec): 3 clusters
  Score: Raw -2275721.682912 + Penalty 3198.938577 = -2272522.744334
  nChanged 11
		SP:Iteration 200F (34441.420000 sec): 3 clusters
  Score: Raw -2275724.365156 + Penalty 3198.938577 = -2272525.426579
  nChanged 9
		SP:Iteration 201Q (34441.710000 sec): 3 clusters
  Score: Raw -2275726.857960 + Penalty 3198.938577 = -2272527.919383
  nChanged 6
		SP:Iteration 202Q (34441.920000 sec): 3 clusters
  Score: Raw -2275728.292747 + Penalty 3198.938577 = -2272529.354170
  nChanged 7
		SP:Iteration 203Q (34442.180000 sec): 3 clusters
  Score: Raw -2275730.110941 + Penalty 3198.938577 = -2272531.172364
  nChanged 7
		SP:Iteration 204Q (34442.380000 sec): 3 clusters
  Score: Raw -2275731.501673 + Penalty 3198.938577 = -2272532.563095
  nChanged 2
		SP:Iteration 205Q (34442.660000 sec): 3 clusters
  Score: Raw -2275731.829553 + Penalty 3198.938577 = -2272532.890975
  nChanged 2
		SP:Iteration 206Q (34442.870000 sec): 3 clusters
  Score: Raw -2275732.117027 + Penalty 3198.938577 = -2272533.178449
  nChanged 1
		SP:Iteration 207Q (34443.080000 sec): 3 clusters
  Score: Raw -2275732.251516 + Penalty 3198.938577 = -2272533.312938
  nChanged 1
		SP:Iteration 208Q (34443.330000 sec): 3 clusters
  Score: Raw -2275732.360536 + Penalty 3198.938577 = -2272533.421958
  nChanged 0
		SP:Iteration 209F (34443.590000 sec): 3 clusters
  Score: Raw -2275732.360536 + Penalty 3198.938577 = -2272533.421958
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 35 (1165 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (34443.670000 sec): 2 clusters
  Score: Raw -138230.862594 + Penalty 1147.327409 = -137083.535184
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (34443.780000 sec): 3 clusters
  Score: Raw -137876.047199 + Penalty 2294.654819 = -135581.392380
  nChanged 368
		SP:Iteration 1F (34443.920000 sec): 3 clusters
  Score: Raw -138120.879062 + Penalty 2294.654819 = -135826.224243
  nChanged 87
		SP:Iteration 2F (34444.040000 sec): 3 clusters
  Score: Raw -138206.561763 + Penalty 2294.654819 = -135911.906944
  nChanged 48
		SP:Iteration 3Q (34444.210000 sec): 3 clusters
  Score: Raw -138247.729755 + Penalty 2294.654819 = -135953.074936
  nChanged 37
		SP:Iteration 4Q (34444.390000 sec): 3 clusters
  Score: Raw -138280.254608 + Penalty 2294.654819 = -135985.599789
  nChanged 27
		SP:Iteration 5Q (34444.530000 sec): 3 clusters
  Score: Raw -138313.559509 + Penalty 2294.654819 = -136018.904690
  nChanged 32
		SP:Iteration 6Q (34444.630000 sec): 3 clusters
  Score: Raw -138353.446343 + Penalty 2294.654819 = -136058.791524
  nChanged 26
		SP:Iteration 7Q (34444.760000 sec): 3 clusters
  Score: Raw -138381.440042 + Penalty 2294.654819 = -136086.785223
  nChanged 24
		SP:Iteration 8Q (34444.930000 sec): 3 clusters
  Score: Raw -138406.775834 + Penalty 2294.654819 = -136112.121015
  nChanged 18
		SP:Iteration 9Q (34445.100000 sec): 3 clusters
  Score: Raw -138420.869976 + Penalty 2294.654819 = -136126.215157
  nChanged 10
		SP:Iteration 10Q (34445.170000 sec): 3 clusters
  Score: Raw -138430.354952 + Penalty 2294.654819 = -136135.700133
  nChanged 8
		SP:Iteration 11Q (34445.310000 sec): 3 clusters
  Score: Raw -138441.553008 + Penalty 2294.654819 = -136146.898189
  nChanged 16
		SP:Iteration 12Q (34445.490000 sec): 3 clusters
  Score: Raw -138464.468726 + Penalty 2294.654819 = -136169.813907
  nChanged 19
		SP:Iteration 13Q (34445.630000 sec): 3 clusters
  Score: Raw -138498.115810 + Penalty 2294.654819 = -136203.460991
  nChanged 25
		SP:Iteration 14Q (34445.750000 sec): 3 clusters
  Score: Raw -138547.042775 + Penalty 2294.654819 = -136252.387956
  nChanged 27
		SP:Iteration 15Q (34445.850000 sec): 3 clusters
  Score: Raw -138585.684535 + Penalty 2294.654819 = -136291.029716
  nChanged 23
		SP:Iteration 16Q (34445.980000 sec): 3 clusters
  Score: Raw -138623.302722 + Penalty 2294.654819 = -136328.647903
  nChanged 26
		SP:Iteration 17Q (34446.080000 sec): 3 clusters
  Score: Raw -138651.397507 + Penalty 2294.654819 = -136356.742688
  nChanged 18
		SP:Iteration 18Q (34446.230000 sec): 3 clusters
  Score: Raw -138671.758321 + Penalty 2294.654819 = -136377.103502
  nChanged 14
		SP:Iteration 19Q (34446.350000 sec): 3 clusters
  Score: Raw -138684.557787 + Penalty 2294.654819 = -136389.902968
  nChanged 14
		SP:Iteration 20F (34446.460000 sec): 3 clusters
  Score: Raw -138697.293117 + Penalty 2294.654819 = -136402.638298
  nChanged 15
		SP:Iteration 21Q (34446.630000 sec): 3 clusters
  Score: Raw -138706.672912 + Penalty 2294.654819 = -136412.018093
  nChanged 12
		SP:Iteration 22Q (34446.780000 sec): 3 clusters
  Score: Raw -138723.309326 + Penalty 2294.654819 = -136428.654507
  nChanged 14
		SP:Iteration 23Q (34446.940000 sec): 3 clusters
  Score: Raw -138746.984579 + Penalty 2294.654819 = -136452.329760
  nChanged 16
		SP:Iteration 24Q (34447.070000 sec): 3 clusters
  Score: Raw -138766.287362 + Penalty 2294.654819 = -136471.632543
  nChanged 14
		SP:Iteration 25Q (34447.220000 sec): 3 clusters
  Score: Raw -138785.980431 + Penalty 2294.654819 = -136491.325612
  nChanged 17
		SP:Iteration 26Q (34447.350000 sec): 3 clusters
  Score: Raw -138804.297496 + Penalty 2294.654819 = -136509.642677
  nChanged 10
		SP:Iteration 27Q (34447.500000 sec): 3 clusters
  Score: Raw -138811.456687 + Penalty 2294.654819 = -136516.801868
  nChanged 6
		SP:Iteration 28Q (34447.600000 sec): 3 clusters
  Score: Raw -138815.603991 + Penalty 2294.654819 = -136520.949172
  nChanged 0
		SP:Iteration 29F (34447.770000 sec): 3 clusters
  Score: Raw -138815.603991 + Penalty 2294.654819 = -136520.949172
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 36 (687 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (34447.840000 sec): 2 clusters
  Score: Raw -81022.442766 + Penalty 1061.504322 = -79960.938444
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (34448.020000 sec): 3 clusters
  Score: Raw -80863.371844 + Penalty 2123.008645 = -78740.363199
  nChanged 177
		SP:Iteration 1F (34448.110000 sec): 3 clusters
  Score: Raw -81041.279797 + Penalty 2123.008645 = -78918.271152
  nChanged 46
		SP:Iteration 2F (34448.230000 sec): 3 clusters
  Score: Raw -81098.041134 + Penalty 2123.008645 = -78975.032489
  nChanged 23
		SP:Iteration 3Q (34448.400000 sec): 3 clusters
  Score: Raw -81131.942947 + Penalty 2123.008645 = -79008.934302
  nChanged 11
		SP:Iteration 4Q (34448.510000 sec): 3 clusters
  Score: Raw -81145.713911 + Penalty 2123.008645 = -79022.705267
  nChanged 7
		SP:Iteration 5Q (34448.630000 sec): 3 clusters
  Score: Raw -81155.734017 + Penalty 2123.008645 = -79032.725372
  nChanged 6
		SP:Iteration 6Q (34448.760000 sec): 3 clusters
  Score: Raw -81167.479522 + Penalty 2123.008645 = -79044.470877
  nChanged 3
		SP:Iteration 7Q (34448.910000 sec): 3 clusters
  Score: Raw -81174.516107 + Penalty 2123.008645 = -79051.507462
  nChanged 5
		SP:Iteration 8Q (34449.020000 sec): 3 clusters
  Score: Raw -81178.745573 + Penalty 2123.008645 = -79055.736928
  nChanged 3
		SP:Iteration 9Q (34449.150000 sec): 3 clusters
  Score: Raw -81184.809584 + Penalty 2123.008645 = -79061.800939
  nChanged 6
		SP:Iteration 10Q (34449.260000 sec): 3 clusters
  Score: Raw -81193.190403 + Penalty 2123.008645 = -79070.181758
  nChanged 3
		SP:Iteration 11Q (34449.340000 sec): 3 clusters
  Score: Raw -81198.789686 + Penalty 2123.008645 = -79075.781041
  nChanged 3
		SP:Iteration 12Q (34449.500000 sec): 3 clusters
  Score: Raw -81203.932998 + Penalty 2123.008645 = -79080.924353
  nChanged 0
		SP:Iteration 13F (34449.580000 sec): 3 clusters
  Score: Raw -81203.932998 + Penalty 2123.008645 = -79080.924353
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 37 (1847 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (34449.700000 sec): 2 clusters
  Score: Raw -236980.608607 + Penalty 1222.214172 = -235758.394435
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (34449.780000 sec): 3 clusters
  Score: Raw -236235.491755 + Penalty 2444.428344 = -233791.063411
  nChanged 644
		SP:Iteration 1F (34449.960000 sec): 3 clusters
  Score: Raw -236698.310298 + Penalty 2444.428344 = -234253.881954
  nChanged 178
		SP:Iteration 2F (34450.100000 sec): 3 clusters
  Score: Raw -236831.479953 + Penalty 2444.428344 = -234387.051610
  nChanged 106
		SP:Iteration 3F (34450.240000 sec): 3 clusters
  Score: Raw -236921.309508 + Penalty 2444.428344 = -234476.881164
  nChanged 99
		SP:Iteration 4F (34450.380000 sec): 3 clusters
  Score: Raw -237014.778155 + Penalty 2444.428344 = -234570.349812
  nChanged 81
		SP:Iteration 5Q (34450.540000 sec): 3 clusters
  Score: Raw -237091.295908 + Penalty 2444.428344 = -234646.867564
  nChanged 69
		SP:Iteration 6Q (34450.680000 sec): 3 clusters
  Score: Raw -237152.236837 + Penalty 2444.428344 = -234707.808494
  nChanged 59
		SP:Iteration 7Q (34450.800000 sec): 3 clusters
  Score: Raw -237211.190850 + Penalty 2444.428344 = -234766.762507
  nChanged 53
		SP:Iteration 8Q (34450.910000 sec): 3 clusters
  Score: Raw -237265.453410 + Penalty 2444.428344 = -234821.025067
  nChanged 46
		SP:Iteration 9Q (34451.050000 sec): 3 clusters
  Score: Raw -237310.972103 + Penalty 2444.428344 = -234866.543759
  nChanged 36
		SP:Iteration 10Q (34451.220000 sec): 3 clusters
  Score: Raw -237346.884391 + Penalty 2444.428344 = -234902.456047
  nChanged 39
		SP:Iteration 11Q (34451.380000 sec): 3 clusters
  Score: Raw -237382.266043 + Penalty 2444.428344 = -234937.837699
  nChanged 24
		SP:Iteration 12Q (34451.520000 sec): 3 clusters
  Score: Raw -237396.615990 + Penalty 2444.428344 = -234952.187646
  nChanged 15
		SP:Iteration 13Q (34451.680000 sec): 3 clusters
  Score: Raw -237405.411058 + Penalty 2444.428344 = -234960.982715
  nChanged 13
		SP:Iteration 14Q (34451.830000 sec): 3 clusters
  Score: Raw -237414.080234 + Penalty 2444.428344 = -234969.651890
  nChanged 13
		SP:Iteration 15Q (34451.980000 sec): 3 clusters
  Score: Raw -237422.757279 + Penalty 2444.428344 = -234978.328936
  nChanged 8
		SP:Iteration 16Q (34452.150000 sec): 3 clusters
  Score: Raw -237428.289384 + Penalty 2444.428344 = -234983.861040
  nChanged 5
		SP:Iteration 17Q (34452.310000 sec): 3 clusters
  Score: Raw -237432.378755 + Penalty 2444.428344 = -234987.950411
  nChanged 3
		SP:Iteration 18Q (34452.470000 sec): 3 clusters
  Score: Raw -237434.707388 + Penalty 2444.428344 = -234990.279044
  nChanged 4
		SP:Iteration 19Q (34452.630000 sec): 3 clusters
  Score: Raw -237437.279237 + Penalty 2444.428344 = -234992.850894
  nChanged 6
		SP:Iteration 20F (34452.790000 sec): 3 clusters
  Score: Raw -237442.357365 + Penalty 2444.428344 = -234997.929021
  nChanged 6
		SP:Iteration 21Q (34452.950000 sec): 3 clusters
  Score: Raw -237446.125944 + Penalty 2444.428344 = -235001.697601
  nChanged 1
		SP:Iteration 22Q (34453.120000 sec): 3 clusters
  Score: Raw -237446.985473 + Penalty 2444.428344 = -235002.557129
  nChanged 1
		SP:Iteration 23Q (34453.280000 sec): 3 clusters
  Score: Raw -237447.332450 + Penalty 2444.428344 = -235002.904106
  nChanged 1
		SP:Iteration 24Q (34453.450000 sec): 3 clusters
  Score: Raw -237447.810174 + Penalty 2444.428344 = -235003.381830
  nChanged 2
		SP:Iteration 25Q (34453.610000 sec): 3 clusters
  Score: Raw -237448.727924 + Penalty 2444.428344 = -235004.299581
  nChanged 2
		SP:Iteration 26Q (34453.770000 sec): 3 clusters
  Score: Raw -237450.933274 + Penalty 2444.428344 = -235006.504930
  nChanged 1
		SP:Iteration 27Q (34453.930000 sec): 3 clusters
  Score: Raw -237451.648506 + Penalty 2444.428344 = -235007.220162
  nChanged 1
		SP:Iteration 28Q (34454.110000 sec): 3 clusters
  Score: Raw -237452.112620 + Penalty 2444.428344 = -235007.684276
  nChanged 0
		SP:Iteration 29F (34454.290000 sec): 3 clusters
  Score: Raw -237452.112620 + Penalty 2444.428344 = -235007.684276
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 38 (240 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (34454.340000 sec): 2 clusters
  Score: Raw -22724.810688 + Penalty 890.603825 = -21834.206863
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (34454.500000 sec): 3 clusters
  Score: Raw -22910.075245 + Penalty 1781.207650 = -21128.867595
  nChanged 55
		SP:Iteration 1F (34454.660000 sec): 3 clusters
  Score: Raw -23100.304580 + Penalty 1781.207650 = -21319.096930
  nChanged 17
		SP:Iteration 2F (34454.820000 sec): 3 clusters
  Score: Raw -23225.057893 + Penalty 1781.207650 = -21443.850243
  nChanged 8
		SP:Iteration 3Q (34454.980000 sec): 3 clusters
  Score: Raw -23260.406145 + Penalty 1781.207650 = -21479.198495
  nChanged 4
		SP:Iteration 4Q (34455.140000 sec): 3 clusters
  Score: Raw -23279.888880 + Penalty 1781.207650 = -21498.681230
  nChanged 3
		SP:Iteration 5Q (34455.300000 sec): 3 clusters
  Score: Raw -23290.786334 + Penalty 1781.207650 = -21509.578684
  nChanged 2
		SP:Iteration 6Q (34455.460000 sec): 3 clusters
  Score: Raw -23299.238070 + Penalty 1781.207650 = -21518.030420
  nChanged 3
		SP:Iteration 7Q (34455.620000 sec): 3 clusters
  Score: Raw -23307.169982 + Penalty 1781.207650 = -21525.962332
  nChanged 1
		SP:Iteration 8Q (34455.780000 sec): 3 clusters
  Score: Raw -23326.377121 + Penalty 1781.207650 = -21545.169471
  nChanged 1
		SP:Iteration 9Q (34455.920000 sec): 3 clusters
  Score: Raw -23331.162029 + Penalty 1781.207650 = -21549.954379
  nChanged 1
		SP:Iteration 10Q (34456.110000 sec): 3 clusters
  Score: Raw -23336.292088 + Penalty 1781.207650 = -21555.084438
  nChanged 0
		SP:Iteration 11F (34456.310000 sec): 3 clusters
  Score: Raw -23336.292088 + Penalty 1781.207650 = -21555.084438
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 39 (9006 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (34456.400000 sec): 2 clusters
  Score: Raw -1033935.238715 + Penalty 1479.667524 = -1032455.571191
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (34456.630000 sec): 3 clusters
  Score: Raw -1028909.196681 + Penalty 2959.335048 = -1025949.861633
  nChanged 3875
		SP:Iteration 1F (34456.810000 sec): 3 clusters
  Score: Raw -1031249.337716 + Penalty 2959.335048 = -1028290.002668
  nChanged 715
		SP:Iteration 2F (34456.990000 sec): 3 clusters
  Score: Raw -1031718.448109 + Penalty 2959.335048 = -1028759.113061
  nChanged 603
		SP:Iteration 3F (34457.160000 sec): 3 clusters
  Score: Raw -1032131.739304 + Penalty 2959.335048 = -1029172.404256
  nChanged 549
		SP:Iteration 4F (34457.330000 sec): 3 clusters
  Score: Raw -1032508.958687 + Penalty 2959.335048 = -1029549.623639
  nChanged 443
		SP:Iteration 5Q (34457.510000 sec): 3 clusters
  Score: Raw -1032788.433263 + Penalty 2959.335048 = -1029829.098215
  nChanged 409
		SP:Iteration 6Q (34457.690000 sec): 3 clusters
  Score: Raw -1033042.940350 + Penalty 2959.335048 = -1030083.605302
  nChanged 359
		SP:Iteration 7Q (34457.890000 sec): 3 clusters
  Score: Raw -1033230.635500 + Penalty 2959.335048 = -1030271.300453
  nChanged 273
		SP:Iteration 8Q (34458.100000 sec): 3 clusters
  Score: Raw -1033367.055357 + Penalty 2959.335048 = -1030407.720309
  nChanged 229
		SP:Iteration 9Q (34458.290000 sec): 3 clusters
  Score: Raw -1033481.430558 + Penalty 2959.335048 = -1030522.095511
  nChanged 203
		SP:Iteration 10Q (34458.500000 sec): 3 clusters
  Score: Raw -1033578.785581 + Penalty 2959.335048 = -1030619.450533
  nChanged 167
		SP:Iteration 11Q (34458.700000 sec): 3 clusters
  Score: Raw -1033650.877501 + Penalty 2959.335048 = -1030691.542454
  nChanged 140
		SP:Iteration 12Q (34458.900000 sec): 3 clusters
  Score: Raw -1033709.076438 + Penalty 2959.335048 = -1030749.741390
  nChanged 116
		SP:Iteration 13Q (34459.150000 sec): 3 clusters
  Score: Raw -1033750.462548 + Penalty 2959.335048 = -1030791.127500
  nChanged 113
		SP:Iteration 14Q (34459.310000 sec): 3 clusters
  Score: Raw -1033784.338371 + Penalty 2959.335048 = -1030825.003323
  nChanged 103
		SP:Iteration 15Q (34459.510000 sec): 3 clusters
  Score: Raw -1033815.917139 + Penalty 2959.335048 = -1030856.582091
  nChanged 92
		SP:Iteration 16Q (34459.710000 sec): 3 clusters
  Score: Raw -1033843.459491 + Penalty 2959.335048 = -1030884.124444
  nChanged 85
		SP:Iteration 17Q (34459.930000 sec): 3 clusters
  Score: Raw -1033870.322440 + Penalty 2959.335048 = -1030910.987392
  nChanged 77
		SP:Iteration 18Q (34460.180000 sec): 3 clusters
  Score: Raw -1033893.540454 + Penalty 2959.335048 = -1030934.205406
  nChanged 71
		SP:Iteration 19Q (34460.390000 sec): 3 clusters
  Score: Raw -1033916.584358 + Penalty 2959.335048 = -1030957.249311
  nChanged 60
		SP:Iteration 20F (34460.570000 sec): 3 clusters
  Score: Raw -1033936.177136 + Penalty 2959.335048 = -1030976.842089
  nChanged 72
		SP:Iteration 21Q (34460.740000 sec): 3 clusters
  Score: Raw -1033965.008953 + Penalty 2959.335048 = -1031005.673905
  nChanged 64
		SP:Iteration 22Q (34460.920000 sec): 3 clusters
  Score: Raw -1033990.049318 + Penalty 2959.335048 = -1031030.714270
  nChanged 67
		SP:Iteration 23Q (34461.100000 sec): 3 clusters
  Score: Raw -1034014.635360 + Penalty 2959.335048 = -1031055.300312
  nChanged 61
		SP:Iteration 24Q (34461.270000 sec): 3 clusters
  Score: Raw -1034036.787230 + Penalty 2959.335048 = -1031077.452182
  nChanged 75
		SP:Iteration 25Q (34461.450000 sec): 3 clusters
  Score: Raw -1034072.976646 + Penalty 2959.335048 = -1031113.641598
  nChanged 93
		SP:Iteration 26Q (34461.670000 sec): 3 clusters
  Score: Raw -1034115.319856 + Penalty 2959.335048 = -1031155.984809
  nChanged 90
		SP:Iteration 27Q (34461.880000 sec): 3 clusters
  Score: Raw -1034152.973984 + Penalty 2959.335048 = -1031193.638936
  nChanged 97
		SP:Iteration 28Q (34462.060000 sec): 3 clusters
  Score: Raw -1034186.582553 + Penalty 2959.335048 = -1031227.247505
  nChanged 96
		SP:Iteration 29Q (34462.240000 sec): 3 clusters
  Score: Raw -1034222.605664 + Penalty 2959.335048 = -1031263.270616
  nChanged 91
		SP:Iteration 30Q (34462.410000 sec): 3 clusters
  Score: Raw -1034251.838222 + Penalty 2959.335048 = -1031292.503175
  nChanged 76
		SP:Iteration 31Q (34462.590000 sec): 3 clusters
  Score: Raw -1034275.834586 + Penalty 2959.335048 = -1031316.499538
  nChanged 70
		SP:Iteration 32Q (34462.770000 sec): 3 clusters
  Score: Raw -1034301.267988 + Penalty 2959.335048 = -1031341.932940
  nChanged 75
		SP:Iteration 33Q (34462.960000 sec): 3 clusters
  Score: Raw -1034327.216582 + Penalty 2959.335048 = -1031367.881535
  nChanged 79
		SP:Iteration 34Q (34463.130000 sec): 3 clusters
  Score: Raw -1034349.187085 + Penalty 2959.335048 = -1031389.852037
  nChanged 61
		SP:Iteration 35Q (34463.310000 sec): 3 clusters
  Score: Raw -1034366.139930 + Penalty 2959.335048 = -1031406.804882
  nChanged 45
		SP:Iteration 36Q (34463.480000 sec): 3 clusters
  Score: Raw -1034378.913676 + Penalty 2959.335048 = -1031419.578629
  nChanged 60
		SP:Iteration 37Q (34463.690000 sec): 3 clusters
  Score: Raw -1034396.973768 + Penalty 2959.335048 = -1031437.638720
  nChanged 57
		SP:Iteration 38Q (34463.880000 sec): 3 clusters
  Score: Raw -1034413.976927 + Penalty 2959.335048 = -1031454.641879
  nChanged 57
		SP:Iteration 39Q (34464.110000 sec): 3 clusters
  Score: Raw -1034430.752095 + Penalty 2959.335048 = -1031471.417047
  nChanged 66
		SP:Iteration 40F (34464.300000 sec): 3 clusters
  Score: Raw -1034451.715101 + Penalty 2959.335048 = -1031492.380053
  nChanged 56
		SP:Iteration 41Q (34464.550000 sec): 3 clusters
  Score: Raw -1034465.672354 + Penalty 2959.335048 = -1031506.337307
  nChanged 54
		SP:Iteration 42Q (34464.730000 sec): 3 clusters
  Score: Raw -1034476.867981 + Penalty 2959.335048 = -1031517.532933
  nChanged 46
		SP:Iteration 43Q (34464.900000 sec): 3 clusters
  Score: Raw -1034489.231591 + Penalty 2959.335048 = -1031529.896543
  nChanged 41
		SP:Iteration 44Q (34465.080000 sec): 3 clusters
  Score: Raw -1034500.159404 + Penalty 2959.335048 = -1031540.824356
  nChanged 38
		SP:Iteration 45Q (34465.250000 sec): 3 clusters
  Score: Raw -1034509.374391 + Penalty 2959.335048 = -1031550.039343
  nChanged 38
		SP:Iteration 46Q (34465.460000 sec): 3 clusters
  Score: Raw -1034518.821505 + Penalty 2959.335048 = -1031559.486458
  nChanged 41
		SP:Iteration 47Q (34465.640000 sec): 3 clusters
  Score: Raw -1034527.648677 + Penalty 2959.335048 = -1031568.313629
  nChanged 40
		SP:Iteration 48Q (34465.840000 sec): 3 clusters
  Score: Raw -1034535.880818 + Penalty 2959.335048 = -1031576.545770
  nChanged 36
		SP:Iteration 49Q (34465.990000 sec): 3 clusters
  Score: Raw -1034542.803998 + Penalty 2959.335048 = -1031583.468950
  nChanged 30
		SP:Iteration 50Q (34466.170000 sec): 3 clusters
  Score: Raw -1034547.476331 + Penalty 2959.335048 = -1031588.141283
  nChanged 25
		SP:Iteration 51Q (34466.350000 sec): 3 clusters
  Score: Raw -1034551.675568 + Penalty 2959.335048 = -1031592.340520
  nChanged 25
		SP:Iteration 52Q (34466.520000 sec): 3 clusters
  Score: Raw -1034555.994064 + Penalty 2959.335048 = -1031596.659016
  nChanged 26
		SP:Iteration 53Q (34466.720000 sec): 3 clusters
  Score: Raw -1034560.578738 + Penalty 2959.335048 = -1031601.243690
  nChanged 31
		SP:Iteration 54Q (34466.930000 sec): 3 clusters
  Score: Raw -1034567.416539 + Penalty 2959.335048 = -1031608.081491
  nChanged 32
		SP:Iteration 55Q (34467.130000 sec): 3 clusters
  Score: Raw -1034572.763484 + Penalty 2959.335048 = -1031613.428436
  nChanged 27
		SP:Iteration 56Q (34467.330000 sec): 3 clusters
  Score: Raw -1034578.024601 + Penalty 2959.335048 = -1031618.689554
  nChanged 21
		SP:Iteration 57Q (34467.540000 sec): 3 clusters
  Score: Raw -1034581.989022 + Penalty 2959.335048 = -1031622.653974
  nChanged 20
		SP:Iteration 58Q (34467.780000 sec): 3 clusters
  Score: Raw -1034585.770352 + Penalty 2959.335048 = -1031626.435305
  nChanged 20
		SP:Iteration 59Q (34467.990000 sec): 3 clusters
  Score: Raw -1034589.224628 + Penalty 2959.335048 = -1031629.889580
  nChanged 23
		SP:Iteration 60F (34468.130000 sec): 3 clusters
  Score: Raw -1034593.053602 + Penalty 2959.335048 = -1031633.718555
  nChanged 22
		SP:Iteration 61Q (34468.320000 sec): 3 clusters
  Score: Raw -1034596.345246 + Penalty 2959.335048 = -1031637.010198
  nChanged 20
		SP:Iteration 62Q (34468.480000 sec): 3 clusters
  Score: Raw -1034601.917796 + Penalty 2959.335048 = -1031642.582748
  nChanged 22
		SP:Iteration 63Q (34468.640000 sec): 3 clusters
  Score: Raw -1034606.452013 + Penalty 2959.335048 = -1031647.116965
  nChanged 24
		SP:Iteration 64Q (34468.800000 sec): 3 clusters
  Score: Raw -1034609.931179 + Penalty 2959.335048 = -1031650.596131
  nChanged 17
		SP:Iteration 65Q (34468.990000 sec): 3 clusters
  Score: Raw -1034612.516736 + Penalty 2959.335048 = -1031653.181688
  nChanged 12
		SP:Iteration 66Q (34469.230000 sec): 3 clusters
  Score: Raw -1034614.728935 + Penalty 2959.335048 = -1031655.393888
  nChanged 16
		SP:Iteration 67Q (34469.410000 sec): 3 clusters
  Score: Raw -1034616.955204 + Penalty 2959.335048 = -1031657.620156
  nChanged 9
		SP:Iteration 68Q (34469.590000 sec): 3 clusters
  Score: Raw -1034618.559892 + Penalty 2959.335048 = -1031659.224845
  nChanged 6
		SP:Iteration 69Q (34469.820000 sec): 3 clusters
  Score: Raw -1034619.648224 + Penalty 2959.335048 = -1031660.313177
  nChanged 0
		SP:Iteration 70F (34470.020000 sec): 3 clusters
  Score: Raw -1034619.648224 + Penalty 2959.335048 = -1031660.313177
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 40 (192 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (34470.120000 sec): 2 clusters
  Score: Raw -16205.126750 + Penalty 854.342998 = -15350.783752
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (34470.290000 sec): 3 clusters
  Score: Raw -16320.829937 + Penalty 1708.685996 = -14612.143941
  nChanged 23
		SP:Iteration 1F (34470.460000 sec): 3 clusters
  Score: Raw -16378.145971 + Penalty 1708.685996 = -14669.459975
  nChanged 7
		SP:Iteration 2Q (34470.630000 sec): 3 clusters
  Score: Raw -16400.630633 + Penalty 1708.685996 = -14691.944637
  nChanged 5
		SP:Iteration 3Q (34470.790000 sec): 3 clusters
  Score: Raw -16410.998458 + Penalty 1708.685996 = -14702.312462
  nChanged 4
		SP:Iteration 4Q (34470.910000 sec): 3 clusters
  Score: Raw -16417.252595 + Penalty 1708.685996 = -14708.566599
  nChanged 1
		SP:Iteration 5Q (34471.050000 sec): 3 clusters
  Score: Raw -16417.814909 + Penalty 1708.685996 = -14709.128913
  nChanged 0
		SP:Iteration 6F (34471.270000 sec): 3 clusters
  Score: Raw -16417.814909 + Penalty 1708.685996 = -14709.128913
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 41 (984 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (34471.350000 sec): 2 clusters
  Score: Raw -122397.222823 + Penalty 1119.889208 = -121277.333614
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (34471.470000 sec): 3 clusters
  Score: Raw -122076.728966 + Penalty 2239.778417 = -119836.950550
  nChanged 266
		SP:Iteration 1F (34471.600000 sec): 3 clusters
  Score: Raw -122290.220253 + Penalty 2239.778417 = -120050.441837
  nChanged 77
		SP:Iteration 2F (34471.750000 sec): 3 clusters
  Score: Raw -122373.368676 + Penalty 2239.778417 = -120133.590259
  nChanged 33
		SP:Iteration 3Q (34471.890000 sec): 3 clusters
  Score: Raw -122405.037528 + Penalty 2239.778417 = -120165.259111
  nChanged 22
		SP:Iteration 4Q (34472.040000 sec): 3 clusters
  Score: Raw -122429.667667 + Penalty 2239.778417 = -120189.889250
  nChanged 10
		SP:Iteration 5Q (34472.190000 sec): 3 clusters
  Score: Raw -122437.478361 + Penalty 2239.778417 = -120197.699944
  nChanged 8
		SP:Iteration 6Q (34472.330000 sec): 3 clusters
  Score: Raw -122444.351269 + Penalty 2239.778417 = -120204.572852
  nChanged 2
		SP:Iteration 7Q (34472.480000 sec): 3 clusters
  Score: Raw -122445.888628 + Penalty 2239.778417 = -120206.110212
  nChanged 2
		SP:Iteration 8Q (34472.630000 sec): 3 clusters
  Score: Raw -122447.438690 + Penalty 2239.778417 = -120207.660273
  nChanged 2
		SP:Iteration 9Q (34472.780000 sec): 3 clusters
  Score: Raw -122448.576075 + Penalty 2239.778417 = -120208.797659
  nChanged 1
		SP:Iteration 10Q (34472.920000 sec): 3 clusters
  Score: Raw -122449.163695 + Penalty 2239.778417 = -120209.385279
  nChanged 1
		SP:Iteration 11Q (34473.070000 sec): 3 clusters
  Score: Raw -122449.404485 + Penalty 2239.778417 = -120209.626068
  nChanged 0
		SP:Iteration 12F (34473.170000 sec): 3 clusters
  Score: Raw -122449.404485 + Penalty 2239.778417 = -120209.626068
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 42 (423 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (34473.250000 sec): 2 clusters
  Score: Raw -45914.886167 + Penalty 982.697979 = -44932.188188
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (34473.360000 sec): 3 clusters
  Score: Raw -45970.146455 + Penalty 1965.395958 = -44004.750497
  nChanged 104
		SP:Iteration 1F (34473.530000 sec): 3 clusters
  Score: Raw -46203.498671 + Penalty 1965.395958 = -44238.102713
  nChanged 44
		SP:Iteration 2F (34473.720000 sec): 3 clusters
  Score: Raw -46368.235207 + Penalty 1965.395958 = -44402.839249
  nChanged 25
		SP:Iteration 3F (34473.870000 sec): 3 clusters
  Score: Raw -46445.855120 + Penalty 1965.395958 = -44480.459162
  nChanged 18
		SP:Iteration 4Q (34474.010000 sec): 3 clusters
  Score: Raw -46500.257422 + Penalty 1965.395958 = -44534.861464
  nChanged 7
		SP:Iteration 5Q (34474.160000 sec): 3 clusters
  Score: Raw -46528.552668 + Penalty 1965.395958 = -44563.156710
  nChanged 9
		SP:Iteration 6Q (34474.310000 sec): 3 clusters
  Score: Raw -46606.936204 + Penalty 1965.395958 = -44641.540246
  nChanged 7
		SP:Iteration 7Q (34474.450000 sec): 3 clusters
  Score: Raw -46630.105923 + Penalty 1965.395958 = -44664.709965
  nChanged 5
		SP:Iteration 8Q (34474.600000 sec): 3 clusters
  Score: Raw -46644.599715 + Penalty 1965.395958 = -44679.203757
  nChanged 2
		SP:Iteration 9Q (34474.740000 sec): 3 clusters
  Score: Raw -46651.642106 + Penalty 1965.395958 = -44686.246148
  nChanged 4
		SP:Iteration 10Q (34474.890000 sec): 3 clusters
  Score: Raw -46676.677958 + Penalty 1965.395958 = -44711.282000
  nChanged 3
		SP:Iteration 11Q (34475.060000 sec): 3 clusters
  Score: Raw -46689.752396 + Penalty 1965.395958 = -44724.356438
  nChanged 6
		SP:Iteration 12Q (34475.220000 sec): 3 clusters
  Score: Raw -46704.440753 + Penalty 1965.395958 = -44739.044795
  nChanged 5
		SP:Iteration 13Q (34475.380000 sec): 3 clusters
  Score: Raw -46711.468718 + Penalty 1965.395958 = -44746.072760
  nChanged 0
		SP:Iteration 14F (34475.570000 sec): 3 clusters
  Score: Raw -46711.468718 + Penalty 1965.395958 = -44746.072760
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 43 (3015 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (34475.630000 sec): 2 clusters
  Score: Raw -336414.823158 + Penalty 1301.845205 = -335112.977953
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (34475.790000 sec): 3 clusters
  Score: Raw -335037.155873 + Penalty 2603.690410 = -332433.465462
  nChanged 1136
		SP:Iteration 1F (34475.950000 sec): 3 clusters
  Score: Raw -335763.544597 + Penalty 2603.690410 = -333159.854187
  nChanged 245
		SP:Iteration 2F (34476.110000 sec): 3 clusters
  Score: Raw -335933.142198 + Penalty 2603.690410 = -333329.451787
  nChanged 161
		SP:Iteration 3F (34476.270000 sec): 3 clusters
  Score: Raw -336043.852509 + Penalty 2603.690410 = -333440.162099
  nChanged 116
		SP:Iteration 4Q (34476.430000 sec): 3 clusters
  Score: Raw -336136.336522 + Penalty 2603.690410 = -333532.646111
  nChanged 120
		SP:Iteration 5Q (34476.590000 sec): 3 clusters
  Score: Raw -336228.474260 + Penalty 2603.690410 = -333624.783849
  nChanged 122
		SP:Iteration 6Q (34476.740000 sec): 3 clusters
  Score: Raw -336339.727995 + Penalty 2603.690410 = -333736.037584
  nChanged 129
		SP:Iteration 7Q (34476.930000 sec): 3 clusters
  Score: Raw -336458.585185 + Penalty 2603.690410 = -333854.894774
  nChanged 129
		SP:Iteration 8Q (34477.110000 sec): 3 clusters
  Score: Raw -336588.658080 + Penalty 2603.690410 = -333984.967669
  nChanged 124
		SP:Iteration 9Q (34477.270000 sec): 3 clusters
  Score: Raw -336709.420245 + Penalty 2603.690410 = -334105.729834
  nChanged 111
		SP:Iteration 10Q (34477.450000 sec): 3 clusters
  Score: Raw -336807.214257 + Penalty 2603.690410 = -334203.523846
  nChanged 102
		SP:Iteration 11Q (34477.630000 sec): 3 clusters
  Score: Raw -336898.510014 + Penalty 2603.690410 = -334294.819603
  nChanged 107
		SP:Iteration 12Q (34477.790000 sec): 3 clusters
  Score: Raw -336984.362055 + Penalty 2603.690410 = -334380.671645
  nChanged 104
		SP:Iteration 13Q (34477.950000 sec): 3 clusters
  Score: Raw -337058.455262 + Penalty 2603.690410 = -334454.764851
  nChanged 70
		SP:Iteration 14Q (34478.110000 sec): 3 clusters
  Score: Raw -337097.177202 + Penalty 2603.690410 = -334493.486791
  nChanged 40
		SP:Iteration 15Q (34478.270000 sec): 3 clusters
  Score: Raw -337112.377310 + Penalty 2603.690410 = -334508.686900
  nChanged 20
		SP:Iteration 16Q (34478.430000 sec): 3 clusters
  Score: Raw -337122.438218 + Penalty 2603.690410 = -334518.747807
  nChanged 21
		SP:Iteration 17Q (34478.590000 sec): 3 clusters
  Score: Raw -337129.645743 + Penalty 2603.690410 = -334525.955333
  nChanged 14
		SP:Iteration 18Q (34478.760000 sec): 3 clusters
  Score: Raw -337134.591761 + Penalty 2603.690410 = -334530.901350
  nChanged 9
		SP:Iteration 19Q (34478.940000 sec): 3 clusters
  Score: Raw -337137.405848 + Penalty 2603.690410 = -334533.715437
  nChanged 12
		SP:Iteration 20F (34479.130000 sec): 3 clusters
  Score: Raw -337143.042608 + Penalty 2603.690410 = -334539.352197
  nChanged 9
		SP:Iteration 21Q (34479.330000 sec): 3 clusters
  Score: Raw -337145.749671 + Penalty 2603.690410 = -334542.059260
  nChanged 6
		SP:Iteration 22Q (34479.470000 sec): 3 clusters
  Score: Raw -337148.147487 + Penalty 2603.690410 = -334544.457077
  nChanged 9
		SP:Iteration 23Q (34479.600000 sec): 3 clusters
  Score: Raw -337150.599567 + Penalty 2603.690410 = -334546.909156
  nChanged 12
		SP:Iteration 24Q (34479.750000 sec): 3 clusters
  Score: Raw -337154.298909 + Penalty 2603.690410 = -334550.608498
  nChanged 10
		SP:Iteration 25Q (34479.890000 sec): 3 clusters
  Score: Raw -337156.790816 + Penalty 2603.690410 = -334553.100405
  nChanged 11
		SP:Iteration 26Q (34480.030000 sec): 3 clusters
  Score: Raw -337160.286667 + Penalty 2603.690410 = -334556.596257
  nChanged 13
		SP:Iteration 27Q (34480.180000 sec): 3 clusters
  Score: Raw -337164.958725 + Penalty 2603.690410 = -334561.268314
  nChanged 7
		SP:Iteration 28Q (34480.320000 sec): 3 clusters
  Score: Raw -337167.214562 + Penalty 2603.690410 = -334563.524152
  nChanged 8
		SP:Iteration 29Q (34480.470000 sec): 3 clusters
  Score: Raw -337170.535237 + Penalty 2603.690410 = -334566.844827
  nChanged 10
		SP:Iteration 30Q (34480.620000 sec): 3 clusters
  Score: Raw -337174.909718 + Penalty 2603.690410 = -334571.219307
  nChanged 7
		SP:Iteration 31Q (34480.810000 sec): 3 clusters
  Score: Raw -337178.388886 + Penalty 2603.690410 = -334574.698476
  nChanged 7
		SP:Iteration 32Q (34480.950000 sec): 3 clusters
  Score: Raw -337180.533817 + Penalty 2603.690410 = -334576.843406
  nChanged 5
		SP:Iteration 33Q (34481.140000 sec): 3 clusters
  Score: Raw -337181.965137 + Penalty 2603.690410 = -334578.274727
  nChanged 7
		SP:Iteration 34Q (34481.310000 sec): 3 clusters
  Score: Raw -337184.256952 + Penalty 2603.690410 = -334580.566541
  nChanged 5
		SP:Iteration 35Q (34481.450000 sec): 3 clusters
  Score: Raw -337186.003812 + Penalty 2603.690410 = -334582.313401
  nChanged 4
		SP:Iteration 36Q (34481.610000 sec): 3 clusters
  Score: Raw -337187.869259 + Penalty 2603.690410 = -334584.178848
  nChanged 3
		SP:Iteration 37Q (34481.770000 sec): 3 clusters
  Score: Raw -337188.808366 + Penalty 2603.690410 = -334585.117955
  nChanged 1
		SP:Iteration 38Q (34481.930000 sec): 3 clusters
  Score: Raw -337189.086746 + Penalty 2603.690410 = -334585.396336
  nChanged 3
		SP:Iteration 39Q (34482.090000 sec): 3 clusters
  Score: Raw -337189.495620 + Penalty 2603.690410 = -334585.805210
  nChanged 3
		SP:Iteration 40F (34482.250000 sec): 3 clusters
  Score: Raw -337190.101025 + Penalty 2603.690410 = -334586.410615
  nChanged 3
		SP:Iteration 41Q (34482.410000 sec): 3 clusters
  Score: Raw -337190.536279 + Penalty 2603.690410 = -334586.845869
  nChanged 3
		SP:Iteration 42Q (34482.570000 sec): 3 clusters
  Score: Raw -337191.164114 + Penalty 2603.690410 = -334587.473704
  nChanged 4
		SP:Iteration 43Q (34482.730000 sec): 3 clusters
  Score: Raw -337192.786929 + Penalty 2603.690410 = -334589.096518
  nChanged 6
		SP:Iteration 44Q (34482.930000 sec): 3 clusters
  Score: Raw -337194.134418 + Penalty 2603.690410 = -334590.444007
  nChanged 7
		SP:Iteration 45Q (34483.100000 sec): 3 clusters
  Score: Raw -337196.976264 + Penalty 2603.690410 = -334593.285854
  nChanged 7
		SP:Iteration 46Q (34483.230000 sec): 3 clusters
  Score: Raw -337201.982412 + Penalty 2603.690410 = -334598.292002
  nChanged 9
		SP:Iteration 47Q (34483.370000 sec): 3 clusters
  Score: Raw -337205.125593 + Penalty 2603.690410 = -334601.435182
  nChanged 7
		SP:Iteration 48Q (34483.530000 sec): 3 clusters
  Score: Raw -337208.383500 + Penalty 2603.690410 = -334604.693089
  nChanged 6
		SP:Iteration 49Q (34483.690000 sec): 3 clusters
  Score: Raw -337210.576135 + Penalty 2603.690410 = -334606.885724
  nChanged 5
		SP:Iteration 50Q (34483.850000 sec): 3 clusters
  Score: Raw -337211.941734 + Penalty 2603.690410 = -334608.251323
  nChanged 7
		SP:Iteration 51Q (34484.020000 sec): 3 clusters
  Score: Raw -337214.097169 + Penalty 2603.690410 = -334610.406758
  nChanged 4
		SP:Iteration 52Q (34484.180000 sec): 3 clusters
  Score: Raw -337215.167562 + Penalty 2603.690410 = -334611.477152
  nChanged 5
		SP:Iteration 53Q (34484.340000 sec): 3 clusters
  Score: Raw -337216.645975 + Penalty 2603.690410 = -334612.955564
  nChanged 4
		SP:Iteration 54Q (34484.500000 sec): 3 clusters
  Score: Raw -337218.315746 + Penalty 2603.690410 = -334614.625335
  nChanged 6
		SP:Iteration 55Q (34484.660000 sec): 3 clusters
  Score: Raw -337220.131455 + Penalty 2603.690410 = -334616.441044
  nChanged 4
		SP:Iteration 56Q (34484.830000 sec): 3 clusters
  Score: Raw -337221.242268 + Penalty 2603.690410 = -334617.551857
  nChanged 5
		SP:Iteration 57Q (34485.010000 sec): 3 clusters
  Score: Raw -337222.652600 + Penalty 2603.690410 = -334618.962189
  nChanged 4
		SP:Iteration 58Q (34485.170000 sec): 3 clusters
  Score: Raw -337223.692565 + Penalty 2603.690410 = -334620.002155
  nChanged 3
		SP:Iteration 59Q (34485.320000 sec): 3 clusters
  Score: Raw -337224.440224 + Penalty 2603.690410 = -334620.749814
  nChanged 1
		SP:Iteration 60F (34485.480000 sec): 3 clusters
  Score: Raw -337224.900103 + Penalty 2603.690410 = -334621.209693
  nChanged 1
		SP:Iteration 61Q (34485.640000 sec): 3 clusters
  Score: Raw -337225.305514 + Penalty 2603.690410 = -334621.615104
  nChanged 1
		SP:Iteration 62Q (34485.800000 sec): 3 clusters
  Score: Raw -337225.773642 + Penalty 2603.690410 = -334622.083232
  nChanged 0
		SP:Iteration 63F (34485.960000 sec): 3 clusters
  Score: Raw -337225.773642 + Penalty 2603.690410 = -334622.083232
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 44 (546 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (34486.030000 sec): 2 clusters
  Score: Raw -60142.558543 + Penalty 1024.175584 = -59118.382959
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (34486.190000 sec): 3 clusters
  Score: Raw -60068.927037 + Penalty 2048.351167 = -58020.575870
  nChanged 135
		SP:Iteration 1F (34486.350000 sec): 3 clusters
  Score: Raw -60314.574290 + Penalty 2048.351167 = -58266.223123
  nChanged 38
		SP:Iteration 2F (34486.510000 sec): 3 clusters
  Score: Raw -60410.225125 + Penalty 2048.351167 = -58361.873958
  nChanged 32
		SP:Iteration 3F (34486.670000 sec): 3 clusters
  Score: Raw -60485.010040 + Penalty 2048.351167 = -58436.658873
  nChanged 14
		SP:Iteration 4Q (34486.850000 sec): 3 clusters
  Score: Raw -60513.945834 + Penalty 2048.351167 = -58465.594667
  nChanged 8
		SP:Iteration 5Q (34486.990000 sec): 3 clusters
  Score: Raw -60522.759258 + Penalty 2048.351167 = -58474.408091
  nChanged 4
		SP:Iteration 6Q (34487.180000 sec): 3 clusters
  Score: Raw -60526.095492 + Penalty 2048.351167 = -58477.744325
  nChanged 4
		SP:Iteration 7Q (34487.280000 sec): 3 clusters
  Score: Raw -60533.594074 + Penalty 2048.351167 = -58485.242906
  nChanged 2
		SP:Iteration 8Q (34487.440000 sec): 3 clusters
  Score: Raw -60537.984637 + Penalty 2048.351167 = -58489.633469
  nChanged 3
		SP:Iteration 9Q (34487.600000 sec): 3 clusters
  Score: Raw -60547.245035 + Penalty 2048.351167 = -58498.893867
  nChanged 4
		SP:Iteration 10Q (34487.760000 sec): 3 clusters
  Score: Raw -60555.413547 + Penalty 2048.351167 = -58507.062380
  nChanged 5
		SP:Iteration 11Q (34487.910000 sec): 3 clusters
  Score: Raw -60571.792187 + Penalty 2048.351167 = -58523.441020
  nChanged 3
		SP:Iteration 12Q (34488.070000 sec): 3 clusters
  Score: Raw -60579.646631 + Penalty 2048.351167 = -58531.295464
  nChanged 2
		SP:Iteration 13Q (34488.230000 sec): 3 clusters
  Score: Raw -60585.146260 + Penalty 2048.351167 = -58536.795093
  nChanged 2
		SP:Iteration 14Q (34488.390000 sec): 3 clusters
  Score: Raw -60589.069813 + Penalty 2048.351167 = -58540.718646
  nChanged 1
		SP:Iteration 15Q (34488.550000 sec): 3 clusters
  Score: Raw -60591.389181 + Penalty 2048.351167 = -58543.038013
  nChanged 0
		SP:Iteration 16F (34488.720000 sec): 3 clusters
  Score: Raw -60591.389181 + Penalty 2048.351167 = -58543.038013
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 45 (2869 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (34488.830000 sec): 2 clusters
  Score: Raw -354457.190704 + Penalty 1293.779308 = -353163.411396
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (34489.050000 sec): 3 clusters
  Score: Raw -353103.311766 + Penalty 2587.558615 = -350515.753150
  nChanged 1061
		SP:Iteration 1F (34489.180000 sec): 3 clusters
  Score: Raw -353677.766585 + Penalty 2587.558615 = -351090.207969
  nChanged 202
		SP:Iteration 2F (34489.310000 sec): 3 clusters
  Score: Raw -353792.476579 + Penalty 2587.558615 = -351204.917964
  nChanged 125
		SP:Iteration 3Q (34489.450000 sec): 3 clusters
  Score: Raw -353857.372477 + Penalty 2587.558615 = -351269.813862
  nChanged 96
		SP:Iteration 4Q (34489.600000 sec): 3 clusters
  Score: Raw -353911.601790 + Penalty 2587.558615 = -351324.043175
  nChanged 79
		SP:Iteration 5Q (34489.740000 sec): 3 clusters
  Score: Raw -353947.005431 + Penalty 2587.558615 = -351359.446815
  nChanged 76
		SP:Iteration 6Q (34489.900000 sec): 3 clusters
  Score: Raw -353990.956902 + Penalty 2587.558615 = -351403.398287
  nChanged 73
		SP:Iteration 7Q (34490.060000 sec): 3 clusters
  Score: Raw -354036.741670 + Penalty 2587.558615 = -351449.183055
  nChanged 79
		SP:Iteration 8Q (34490.220000 sec): 3 clusters
  Score: Raw -354089.801207 + Penalty 2587.558615 = -351502.242591
  nChanged 88
		SP:Iteration 9Q (34490.380000 sec): 3 clusters
  Score: Raw -354153.906318 + Penalty 2587.558615 = -351566.347703
  nChanged 92
		SP:Iteration 10Q (34490.570000 sec): 3 clusters
  Score: Raw -354221.395903 + Penalty 2587.558615 = -351633.837288
  nChanged 95
		SP:Iteration 11Q (34490.780000 sec): 3 clusters
  Score: Raw -354289.856758 + Penalty 2587.558615 = -351702.298143
  nChanged 73
		SP:Iteration 12Q (34490.920000 sec): 3 clusters
  Score: Raw -354331.486285 + Penalty 2587.558615 = -351743.927670
  nChanged 63
		SP:Iteration 13Q (34491.120000 sec): 3 clusters
  Score: Raw -354373.856154 + Penalty 2587.558615 = -351786.297539
  nChanged 75
		SP:Iteration 14Q (34491.260000 sec): 3 clusters
  Score: Raw -354436.036837 + Penalty 2587.558615 = -351848.478222
  nChanged 75
		SP:Iteration 15Q (34491.400000 sec): 3 clusters
  Score: Raw -354487.663935 + Penalty 2587.558615 = -351900.105320
  nChanged 69
		SP:Iteration 16Q (34491.560000 sec): 3 clusters
  Score: Raw -354529.463464 + Penalty 2587.558615 = -351941.904849
  nChanged 52
		SP:Iteration 17Q (34491.720000 sec): 3 clusters
  Score: Raw -354559.156738 + Penalty 2587.558615 = -351971.598123
  nChanged 36
		SP:Iteration 18Q (34491.880000 sec): 3 clusters
  Score: Raw -354576.052240 + Penalty 2587.558615 = -351988.493625
  nChanged 33
		SP:Iteration 19Q (34492.040000 sec): 3 clusters
  Score: Raw -354595.767795 + Penalty 2587.558615 = -352008.209179
  nChanged 39
		SP:Iteration 20F (34492.200000 sec): 3 clusters
  Score: Raw -354615.774243 + Penalty 2587.558615 = -352028.215628
  nChanged 28
		SP:Iteration 21Q (34492.360000 sec): 3 clusters
  Score: Raw -354628.513174 + Penalty 2587.558615 = -352040.954559
  nChanged 22
		SP:Iteration 22Q (34492.560000 sec): 3 clusters
  Score: Raw -354637.719975 + Penalty 2587.558615 = -352050.161360
  nChanged 14
		SP:Iteration 23Q (34492.750000 sec): 3 clusters
  Score: Raw -354642.978097 + Penalty 2587.558615 = -352055.419482
  nChanged 6
		SP:Iteration 24Q (34492.920000 sec): 3 clusters
  Score: Raw -354644.590866 + Penalty 2587.558615 = -352057.032251
  nChanged 3
		SP:Iteration 25Q (34493.060000 sec): 3 clusters
  Score: Raw -354645.302106 + Penalty 2587.558615 = -352057.743490
  nChanged 6
		SP:Iteration 26Q (34493.220000 sec): 3 clusters
  Score: Raw -354648.349096 + Penalty 2587.558615 = -352060.790481
  nChanged 6
		SP:Iteration 27Q (34493.380000 sec): 3 clusters
  Score: Raw -354650.014809 + Penalty 2587.558615 = -352062.456193
  nChanged 3
		SP:Iteration 28Q (34493.540000 sec): 3 clusters
  Score: Raw -354650.990355 + Penalty 2587.558615 = -352063.431739
  nChanged 2
		SP:Iteration 29Q (34493.700000 sec): 3 clusters
  Score: Raw -354652.337333 + Penalty 2587.558615 = -352064.778717
  nChanged 7
		SP:Iteration 30Q (34493.860000 sec): 3 clusters
  Score: Raw -354654.311930 + Penalty 2587.558615 = -352066.753315
  nChanged 4
		SP:Iteration 31Q (34494.020000 sec): 3 clusters
  Score: Raw -354655.556721 + Penalty 2587.558615 = -352067.998106
  nChanged 4
		SP:Iteration 32Q (34494.180000 sec): 3 clusters
  Score: Raw -354657.258483 + Penalty 2587.558615 = -352069.699867
  nChanged 3
		SP:Iteration 33Q (34494.340000 sec): 3 clusters
  Score: Raw -354657.989506 + Penalty 2587.558615 = -352070.430890
  nChanged 2
		SP:Iteration 34Q (34494.490000 sec): 3 clusters
  Score: Raw -354658.536032 + Penalty 2587.558615 = -352070.977417
  nChanged 1
		SP:Iteration 35Q (34494.660000 sec): 3 clusters
  Score: Raw -354658.751000 + Penalty 2587.558615 = -352071.192385
  nChanged 1
		SP:Iteration 36Q (34494.820000 sec): 3 clusters
  Score: Raw -354659.007032 + Penalty 2587.558615 = -352071.448417
  nChanged 0
		SP:Iteration 37F (34494.960000 sec): 3 clusters
  Score: Raw -354659.007032 + Penalty 2587.558615 = -352071.448417
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 47 (1529 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (34495.040000 sec): 2 clusters
  Score: Raw -182353.141640 + Penalty 1191.509996 = -181161.631644
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (34495.200000 sec): 3 clusters
  Score: Raw -181779.055337 + Penalty 2383.019992 = -179396.035345
  nChanged 499
		SP:Iteration 1F (34495.350000 sec): 3 clusters
  Score: Raw -182163.359441 + Penalty 2383.019992 = -179780.339449
  nChanged 132
		SP:Iteration 2F (34495.520000 sec): 3 clusters
  Score: Raw -182281.671657 + Penalty 2383.019992 = -179898.651665
  nChanged 76
		SP:Iteration 3Q (34495.680000 sec): 3 clusters
  Score: Raw -182367.777713 + Penalty 2383.019992 = -179984.757721
  nChanged 68
		SP:Iteration 4Q (34495.840000 sec): 3 clusters
  Score: Raw -182432.312948 + Penalty 2383.019992 = -180049.292956
  nChanged 54
		SP:Iteration 5Q (34496.010000 sec): 3 clusters
  Score: Raw -182485.818559 + Penalty 2383.019992 = -180102.798567
  nChanged 51
		SP:Iteration 6Q (34496.170000 sec): 3 clusters
  Score: Raw -182527.660717 + Penalty 2383.019992 = -180144.640725
  nChanged 31
		SP:Iteration 7Q (34496.340000 sec): 3 clusters
  Score: Raw -182545.894514 + Penalty 2383.019992 = -180162.874522
  nChanged 17
		SP:Iteration 8Q (34496.500000 sec): 3 clusters
  Score: Raw -182556.550316 + Penalty 2383.019992 = -180173.530324
  nChanged 12
		SP:Iteration 9Q (34496.670000 sec): 3 clusters
  Score: Raw -182566.727159 + Penalty 2383.019992 = -180183.707167
  nChanged 11
		SP:Iteration 10Q (34496.840000 sec): 3 clusters
  Score: Raw -182572.911770 + Penalty 2383.019992 = -180189.891778
  nChanged 14
		SP:Iteration 11Q (34497.010000 sec): 3 clusters
  Score: Raw -182580.726002 + Penalty 2383.019992 = -180197.706011
  nChanged 11
		SP:Iteration 12Q (34497.190000 sec): 3 clusters
  Score: Raw -182588.491637 + Penalty 2383.019992 = -180205.471645
  nChanged 9
		SP:Iteration 13Q (34497.380000 sec): 3 clusters
  Score: Raw -182592.042382 + Penalty 2383.019992 = -180209.022390
  nChanged 5
		SP:Iteration 14Q (34497.530000 sec): 3 clusters
  Score: Raw -182594.161139 + Penalty 2383.019992 = -180211.141147
  nChanged 7
		SP:Iteration 15Q (34497.680000 sec): 3 clusters
  Score: Raw -182597.311048 + Penalty 2383.019992 = -180214.291056
  nChanged 7
		SP:Iteration 16Q (34497.830000 sec): 3 clusters
  Score: Raw -182599.685037 + Penalty 2383.019992 = -180216.665045
  nChanged 7
		SP:Iteration 17Q (34497.980000 sec): 3 clusters
  Score: Raw -182605.299941 + Penalty 2383.019992 = -180222.279949
  nChanged 14
		SP:Iteration 18Q (34498.090000 sec): 3 clusters
  Score: Raw -182613.819875 + Penalty 2383.019992 = -180230.799883
  nChanged 17
		SP:Iteration 19Q (34498.250000 sec): 3 clusters
  Score: Raw -182623.628346 + Penalty 2383.019992 = -180240.608354
  nChanged 12
		SP:Iteration 20F (34498.410000 sec): 3 clusters
  Score: Raw -182631.085987 + Penalty 2383.019992 = -180248.065995
  nChanged 8
		SP:Iteration 21Q (34498.560000 sec): 3 clusters
  Score: Raw -182635.828361 + Penalty 2383.019992 = -180252.808369
  nChanged 9
		SP:Iteration 22Q (34498.730000 sec): 3 clusters
  Score: Raw -182640.215862 + Penalty 2383.019992 = -180257.195870
  nChanged 7
		SP:Iteration 23Q (34498.880000 sec): 3 clusters
  Score: Raw -182647.063859 + Penalty 2383.019992 = -180264.043867
  nChanged 14
		SP:Iteration 24Q (34499.060000 sec): 3 clusters
  Score: Raw -182653.614966 + Penalty 2383.019992 = -180270.594974
  nChanged 11
		SP:Iteration 25Q (34499.250000 sec): 3 clusters
  Score: Raw -182658.771222 + Penalty 2383.019992 = -180275.751230
  nChanged 8
		SP:Iteration 26Q (34499.400000 sec): 3 clusters
  Score: Raw -182663.813924 + Penalty 2383.019992 = -180280.793933
  nChanged 7
		SP:Iteration 27Q (34499.560000 sec): 3 clusters
  Score: Raw -182667.906788 + Penalty 2383.019992 = -180284.886797
  nChanged 8
		SP:Iteration 28Q (34499.720000 sec): 3 clusters
  Score: Raw -182670.990707 + Penalty 2383.019992 = -180287.970715
  nChanged 3
		SP:Iteration 29Q (34499.880000 sec): 3 clusters
  Score: Raw -182672.125216 + Penalty 2383.019992 = -180289.105224
  nChanged 3
		SP:Iteration 30Q (34500.040000 sec): 3 clusters
  Score: Raw -182673.837143 + Penalty 2383.019992 = -180290.817151
  nChanged 2
		SP:Iteration 31Q (34500.200000 sec): 3 clusters
  Score: Raw -182674.449281 + Penalty 2383.019992 = -180291.429289
  nChanged 1
		SP:Iteration 32Q (34500.360000 sec): 3 clusters
  Score: Raw -182674.765520 + Penalty 2383.019992 = -180291.745528
  nChanged 2
		SP:Iteration 33Q (34500.520000 sec): 3 clusters
  Score: Raw -182675.678322 + Penalty 2383.019992 = -180292.658330
  nChanged 3
		SP:Iteration 34Q (34500.680000 sec): 3 clusters
  Score: Raw -182677.920329 + Penalty 2383.019992 = -180294.900337
  nChanged 5
		SP:Iteration 35Q (34500.860000 sec): 3 clusters
  Score: Raw -182680.938005 + Penalty 2383.019992 = -180297.918013
  nChanged 4
		SP:Iteration 36Q (34501.030000 sec): 3 clusters
  Score: Raw -182682.728047 + Penalty 2383.019992 = -180299.708055
  nChanged 2
		SP:Iteration 37Q (34501.230000 sec): 3 clusters
  Score: Raw -182683.475727 + Penalty 2383.019992 = -180300.455735
  nChanged 1
		SP:Iteration 38Q (34501.380000 sec): 3 clusters
  Score: Raw -182684.098488 + Penalty 2383.019992 = -180301.078496
  nChanged 1
		SP:Iteration 39Q (34501.550000 sec): 3 clusters
  Score: Raw -182684.496035 + Penalty 2383.019992 = -180301.476043
  nChanged 1
		SP:Iteration 40F (34501.710000 sec): 3 clusters
  Score: Raw -182685.145102 + Penalty 2383.019992 = -180302.125110
  nChanged 2
		SP:Iteration 41Q (34501.870000 sec): 3 clusters
  Score: Raw -182686.176796 + Penalty 2383.019992 = -180303.156804
  nChanged 0
		SP:Iteration 42F (34502.030000 sec): 3 clusters
  Score: Raw -182686.176796 + Penalty 2383.019992 = -180303.156804
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 48 (1271 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (34502.120000 sec): 2 clusters
  Score: Raw -149713.174754 + Penalty 1161.478382 = -148551.696372
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (34502.280000 sec): 3 clusters
  Score: Raw -149303.666599 + Penalty 2322.956763 = -146980.709836
  nChanged 387
		SP:Iteration 1F (34502.440000 sec): 3 clusters
  Score: Raw -149726.638948 + Penalty 2322.956763 = -147403.682185
  nChanged 117
		SP:Iteration 2F (34502.620000 sec): 3 clusters
  Score: Raw -149915.628572 + Penalty 2322.956763 = -147592.671809
  nChanged 75
		SP:Iteration 3F (34502.750000 sec): 3 clusters
  Score: Raw -150036.996031 + Penalty 2322.956763 = -147714.039268
  nChanged 70
		SP:Iteration 4F (34502.880000 sec): 3 clusters
  Score: Raw -150129.695809 + Penalty 2322.956763 = -147806.739046
  nChanged 60
		SP:Iteration 5Q (34503.060000 sec): 3 clusters
  Score: Raw -150195.683276 + Penalty 2322.956763 = -147872.726513
  nChanged 40
		SP:Iteration 6Q (34503.220000 sec): 3 clusters
  Score: Raw -150235.889959 + Penalty 2322.956763 = -147912.933196
  nChanged 40
		SP:Iteration 7Q (34503.390000 sec): 3 clusters
  Score: Raw -150272.877047 + Penalty 2322.956763 = -147949.920284
  nChanged 27
		SP:Iteration 8Q (34503.550000 sec): 3 clusters
  Score: Raw -150297.430384 + Penalty 2322.956763 = -147974.473621
  nChanged 20
		SP:Iteration 9Q (34503.710000 sec): 3 clusters
  Score: Raw -150319.973381 + Penalty 2322.956763 = -147997.016618
  nChanged 27
		SP:Iteration 10Q (34503.880000 sec): 3 clusters
  Score: Raw -150354.648703 + Penalty 2322.956763 = -148031.691940
  nChanged 25
		SP:Iteration 11Q (34504.050000 sec): 3 clusters
  Score: Raw -150382.816001 + Penalty 2322.956763 = -148059.859238
  nChanged 22
		SP:Iteration 12Q (34504.190000 sec): 3 clusters
  Score: Raw -150413.375531 + Penalty 2322.956763 = -148090.418768
  nChanged 17
		SP:Iteration 13Q (34504.360000 sec): 3 clusters
  Score: Raw -150436.620008 + Penalty 2322.956763 = -148113.663245
  nChanged 12
		SP:Iteration 14Q (34504.520000 sec): 3 clusters
  Score: Raw -150447.563003 + Penalty 2322.956763 = -148124.606240
  nChanged 6
		SP:Iteration 15Q (34504.700000 sec): 3 clusters
  Score: Raw -150454.116584 + Penalty 2322.956763 = -148131.159821
  nChanged 10
		SP:Iteration 16Q (34504.870000 sec): 3 clusters
  Score: Raw -150463.812944 + Penalty 2322.956763 = -148140.856181
  nChanged 5
		SP:Iteration 17Q (34505.010000 sec): 3 clusters
  Score: Raw -150467.868904 + Penalty 2322.956763 = -148144.912141
  nChanged 3
		SP:Iteration 18Q (34505.200000 sec): 3 clusters
  Score: Raw -150471.039267 + Penalty 2322.956763 = -148148.082504
  nChanged 1
		SP:Iteration 19Q (34505.300000 sec): 3 clusters
  Score: Raw -150471.942108 + Penalty 2322.956763 = -148148.985345
  nChanged 2
		SP:Iteration 20F (34505.450000 sec): 3 clusters
  Score: Raw -150474.462912 + Penalty 2322.956763 = -148151.506148
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 49 (321 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (34505.530000 sec): 2 clusters
  Score: Raw -20734.715912 + Penalty 937.859183 = -19796.856729
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (34505.690000 sec): 3 clusters
  Score: Raw -20844.984721 + Penalty 1875.718365 = -18969.266356
  nChanged 77
		SP:Iteration 1F (34505.860000 sec): 3 clusters
  Score: Raw -21104.876494 + Penalty 1875.718365 = -19229.158129
  nChanged 33
		SP:Iteration 2F (34506.020000 sec): 3 clusters
  Score: Raw -21284.938048 + Penalty 1875.718365 = -19409.219683
  nChanged 16
		SP:Iteration 3Q (34506.190000 sec): 3 clusters
  Score: Raw -21402.346928 + Penalty 1875.718365 = -19526.628563
  nChanged 11
		SP:Iteration 4Q (34506.350000 sec): 3 clusters
  Score: Raw -21435.480087 + Penalty 1875.718365 = -19559.761722
  nChanged 4
		SP:Iteration 5Q (34506.510000 sec): 3 clusters
  Score: Raw -21457.766059 + Penalty 1875.718365 = -19582.047694
  nChanged 3
		SP:Iteration 6Q (34506.730000 sec): 3 clusters
  Score: Raw -21472.895906 + Penalty 1875.718365 = -19597.177541
  nChanged 2
		SP:Iteration 7Q (34506.860000 sec): 3 clusters
  Score: Raw -21492.038574 + Penalty 1875.718365 = -19616.320209
  nChanged 3
		SP:Iteration 8Q (34507.060000 sec): 3 clusters
  Score: Raw -21560.822834 + Penalty 1875.718365 = -19685.104469
  nChanged 1
		SP:Iteration 9Q (34507.170000 sec): 3 clusters
  Score: Raw -21568.299942 + Penalty 1875.718365 = -19692.581577
  nChanged 1
		SP:Iteration 10Q (34507.300000 sec): 3 clusters
  Score: Raw -21584.570503 + Penalty 1875.718365 = -19708.852138
  nChanged 1
		SP:Iteration 11Q (34507.440000 sec): 3 clusters
  Score: Raw -21597.045377 + Penalty 1875.718365 = -19721.327012
  nChanged 1
		SP:Iteration 12Q (34507.560000 sec): 3 clusters
  Score: Raw -21608.159242 + Penalty 1875.718365 = -19732.440877
  nChanged 0
		SP:Iteration 13F (34507.690000 sec): 3 clusters
  Score: Raw -21608.159242 + Penalty 1875.718365 = -19732.440877
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 50 (8208 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (34507.850000 sec): 2 clusters
  Score: Raw -996096.818356 + Penalty 1464.590492 = -994632.227863
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (34508.110000 sec): 3 clusters
  Score: Raw -991544.632480 + Penalty 2929.180984 = -988615.451496
  nChanged 3455
		SP:Iteration 1F (34508.340000 sec): 3 clusters
  Score: Raw -993400.447950 + Penalty 2929.180984 = -990471.266965
  nChanged 539
		SP:Iteration 2F (34508.520000 sec): 3 clusters
  Score: Raw -993657.108788 + Penalty 2929.180984 = -990727.927803
  nChanged 418
		SP:Iteration 3F (34508.720000 sec): 3 clusters
  Score: Raw -993843.188718 + Penalty 2929.180984 = -990914.007734
  nChanged 365
		SP:Iteration 4Q (34508.900000 sec): 3 clusters
  Score: Raw -994043.184579 + Penalty 2929.180984 = -991114.003594
  nChanged 375
		SP:Iteration 5Q (34509.160000 sec): 3 clusters
  Score: Raw -994261.303401 + Penalty 2929.180984 = -991332.122416
  nChanged 326
		SP:Iteration 6Q (34509.310000 sec): 3 clusters
  Score: Raw -994466.815031 + Penalty 2929.180984 = -991537.634047
  nChanged 316
		SP:Iteration 7Q (34509.490000 sec): 3 clusters
  Score: Raw -994659.573671 + Penalty 2929.180984 = -991730.392686
  nChanged 302
		SP:Iteration 8Q (34509.730000 sec): 3 clusters
  Score: Raw -994856.201007 + Penalty 2929.180984 = -991927.020023
  nChanged 322
		SP:Iteration 9Q (34509.910000 sec): 3 clusters
  Score: Raw -995084.252190 + Penalty 2929.180984 = -992155.071206
  nChanged 312
		SP:Iteration 10Q (34510.120000 sec): 3 clusters
  Score: Raw -995312.034043 + Penalty 2929.180984 = -992382.853058
  nChanged 274
		SP:Iteration 11Q (34510.300000 sec): 3 clusters
  Score: Raw -995553.008975 + Penalty 2929.180984 = -992623.827991
  nChanged 255
		SP:Iteration 12Q (34510.520000 sec): 3 clusters
  Score: Raw -995804.573015 + Penalty 2929.180984 = -992875.392031
  nChanged 241
		SP:Iteration 13Q (34510.700000 sec): 3 clusters
  Score: Raw -996013.557912 + Penalty 2929.180984 = -993084.376927
  nChanged 175
		SP:Iteration 14Q (34510.880000 sec): 3 clusters
  Score: Raw -996153.053110 + Penalty 2929.180984 = -993223.872125
  nChanged 157
		SP:Iteration 15Q (34511.060000 sec): 3 clusters
  Score: Raw -996263.296623 + Penalty 2929.180984 = -993334.115638
  nChanged 119
		SP:Iteration 16Q (34511.240000 sec): 3 clusters
  Score: Raw -996326.803555 + Penalty 2929.180984 = -993397.622571
  nChanged 83
		SP:Iteration 17Q (34511.420000 sec): 3 clusters
  Score: Raw -996361.700840 + Penalty 2929.180984 = -993432.519856
  nChanged 54
		SP:Iteration 18Q (34511.640000 sec): 3 clusters
  Score: Raw -996382.087431 + Penalty 2929.180984 = -993452.906447
  nChanged 27
		SP:Iteration 19Q (34511.870000 sec): 3 clusters
  Score: Raw -996390.291370 + Penalty 2929.180984 = -993461.110386
  nChanged 17
		SP:Iteration 20F (34512.050000 sec): 3 clusters
  Score: Raw -996394.769345 + Penalty 2929.180984 = -993465.588361
  nChanged 9
		SP:Iteration 21Q (34512.240000 sec): 3 clusters
  Score: Raw -996397.685644 + Penalty 2929.180984 = -993468.504659
  nChanged 9
		SP:Iteration 22Q (34512.420000 sec): 3 clusters
  Score: Raw -996399.962670 + Penalty 2929.180984 = -993470.781686
  nChanged 7
		SP:Iteration 23Q (34512.650000 sec): 3 clusters
  Score: Raw -996402.753687 + Penalty 2929.180984 = -993473.572702
  nChanged 14
		SP:Iteration 24Q (34512.790000 sec): 3 clusters
  Score: Raw -996407.341733 + Penalty 2929.180984 = -993478.160748
  nChanged 13
		SP:Iteration 25Q (34512.970000 sec): 3 clusters
  Score: Raw -996411.286999 + Penalty 2929.180984 = -993482.106014
  nChanged 14
		SP:Iteration 26Q (34513.150000 sec): 3 clusters
  Score: Raw -996416.447667 + Penalty 2929.180984 = -993487.266683
  nChanged 14
		SP:Iteration 27Q (34513.350000 sec): 3 clusters
  Score: Raw -996422.017548 + Penalty 2929.180984 = -993492.836564
  nChanged 14
		SP:Iteration 28Q (34513.620000 sec): 3 clusters
  Score: Raw -996427.515117 + Penalty 2929.180984 = -993498.334132
  nChanged 10
		SP:Iteration 29Q (34513.770000 sec): 3 clusters
  Score: Raw -996430.419571 + Penalty 2929.180984 = -993501.238587
  nChanged 11
		SP:Iteration 30Q (34513.950000 sec): 3 clusters
  Score: Raw -996432.955681 + Penalty 2929.180984 = -993503.774697
  nChanged 5
		SP:Iteration 31Q (34514.130000 sec): 3 clusters
  Score: Raw -996434.098082 + Penalty 2929.180984 = -993504.917098
  nChanged 5
		SP:Iteration 32Q (34514.310000 sec): 3 clusters
  Score: Raw -996435.174185 + Penalty 2929.180984 = -993505.993200
  nChanged 4
		SP:Iteration 33Q (34514.490000 sec): 3 clusters
  Score: Raw -996436.639679 + Penalty 2929.180984 = -993507.458695
  nChanged 2
		SP:Iteration 34Q (34514.670000 sec): 3 clusters
  Score: Raw -996436.949506 + Penalty 2929.180984 = -993507.768521
  nChanged 1
		SP:Iteration 35Q (34514.890000 sec): 3 clusters
  Score: Raw -996437.135546 + Penalty 2929.180984 = -993507.954562
  nChanged 1
		SP:Iteration 36Q (34515.050000 sec): 3 clusters
  Score: Raw -996437.575321 + Penalty 2929.180984 = -993508.394336
  nChanged 2
		SP:Iteration 37Q (34515.260000 sec): 3 clusters
  Score: Raw -996438.099511 + Penalty 2929.180984 = -993508.918527
  nChanged 1
		SP:Iteration 38Q (34515.450000 sec): 3 clusters
  Score: Raw -996438.431581 + Penalty 2929.180984 = -993509.250597
  nChanged 0
		SP:Iteration 39F (34515.640000 sec): 3 clusters
  Score: Raw -996438.431581 + Penalty 2929.180984 = -993509.250597
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 51 (394 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (34515.750000 sec): 2 clusters
  Score: Raw -37783.255485 + Penalty 971.157023 = -36812.098462
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (34515.910000 sec): 3 clusters
  Score: Raw -37821.022012 + Penalty 1942.314046 = -35878.707966
  nChanged 90
		SP:Iteration 1F (34516.070000 sec): 3 clusters
  Score: Raw -38014.756520 + Penalty 1942.314046 = -36072.442474
  nChanged 25
		SP:Iteration 2F (34516.230000 sec): 3 clusters
  Score: Raw -38076.901124 + Penalty 1942.314046 = -36134.587078
  nChanged 17
		SP:Iteration 3Q (34516.390000 sec): 3 clusters
  Score: Raw -38122.721300 + Penalty 1942.314046 = -36180.407254
  nChanged 16
		SP:Iteration 4Q (34516.550000 sec): 3 clusters
  Score: Raw -38160.727458 + Penalty 1942.314046 = -36218.413412
  nChanged 9
		SP:Iteration 5Q (34516.710000 sec): 3 clusters
  Score: Raw -38182.535885 + Penalty 1942.314046 = -36240.221839
  nChanged 3
		SP:Iteration 6Q (34516.870000 sec): 3 clusters
  Score: Raw -38186.853168 + Penalty 1942.314046 = -36244.539122
  nChanged 2
		SP:Iteration 7Q (34517.020000 sec): 3 clusters
  Score: Raw -38189.111138 + Penalty 1942.314046 = -36246.797092
  nChanged 0
		SP:Iteration 8F (34517.210000 sec): 3 clusters
  Score: Raw -38189.111138 + Penalty 1942.314046 = -36246.797092
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 52 (70 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (34517.270000 sec): 2 clusters
  Score: Raw -8367.593386 + Penalty 690.380477 = -7677.212909
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (34517.450000 sec): 3 clusters
  Score: Raw -8600.183275 + Penalty 1380.760954 = -7219.422321
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 53 (12733 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (34517.580000 sec): 2 clusters
  Score: Raw -1554973.946395 + Penalty 1535.942253 = -1553438.004142
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (34517.810000 sec): 3 clusters
  Score: Raw -1547532.388138 + Penalty 3071.884506 = -1544460.503632
  nChanged 5523
		SP:Iteration 1F (34518.040000 sec): 3 clusters
  Score: Raw -1550491.823317 + Penalty 3071.884506 = -1547419.938811
  nChanged 707
		SP:Iteration 2F (34518.270000 sec): 3 clusters
  Score: Raw -1550793.212514 + Penalty 3071.884506 = -1547721.328008
  nChanged 632
		SP:Iteration 3Q (34518.540000 sec): 3 clusters
  Score: Raw -1551062.890203 + Penalty 3071.884506 = -1547991.005696
  nChanged 583
		SP:Iteration 4Q (34518.800000 sec): 3 clusters
  Score: Raw -1551315.136517 + Penalty 3071.884506 = -1548243.252011
  nChanged 545
		SP:Iteration 5Q (34519.050000 sec): 3 clusters
  Score: Raw -1551532.531584 + Penalty 3071.884506 = -1548460.647077
  nChanged 516
		SP:Iteration 6Q (34519.320000 sec): 3 clusters
  Score: Raw -1551734.183609 + Penalty 3071.884506 = -1548662.299103
  nChanged 476
		SP:Iteration 7Q (34519.580000 sec): 3 clusters
  Score: Raw -1551936.226794 + Penalty 3071.884506 = -1548864.342287
  nChanged 460
		SP:Iteration 8Q (34519.850000 sec): 3 clusters
  Score: Raw -1552142.358304 + Penalty 3071.884506 = -1549070.473798
  nChanged 451
		SP:Iteration 9Q (34520.090000 sec): 3 clusters
  Score: Raw -1552363.016110 + Penalty 3071.884506 = -1549291.131603
  nChanged 498
		SP:Iteration 10Q (34520.370000 sec): 3 clusters
  Score: Raw -1552616.891666 + Penalty 3071.884506 = -1549545.007160
  nChanged 484
		SP:Iteration 11Q (34520.620000 sec): 3 clusters
  Score: Raw -1552855.425381 + Penalty 3071.884506 = -1549783.540874
  nChanged 476
		SP:Iteration 12Q (34520.890000 sec): 3 clusters
  Score: Raw -1553090.268626 + Penalty 3071.884506 = -1550018.384119
  nChanged 457
		SP:Iteration 13Q (34521.150000 sec): 3 clusters
  Score: Raw -1553316.533055 + Penalty 3071.884506 = -1550244.648549
  nChanged 424
		SP:Iteration 14Q (34521.400000 sec): 3 clusters
  Score: Raw -1553525.683183 + Penalty 3071.884506 = -1550453.798676
  nChanged 366
		SP:Iteration 15Q (34521.680000 sec): 3 clusters
  Score: Raw -1553702.136067 + Penalty 3071.884506 = -1550630.251561
  nChanged 318
		SP:Iteration 16Q (34521.890000 sec): 3 clusters
  Score: Raw -1553836.660972 + Penalty 3071.884506 = -1550764.776465
  nChanged 272
		SP:Iteration 17Q (34522.150000 sec): 3 clusters
  Score: Raw -1553935.864608 + Penalty 3071.884506 = -1550863.980102
  nChanged 187
		SP:Iteration 18Q (34522.400000 sec): 3 clusters
  Score: Raw -1553988.316169 + Penalty 3071.884506 = -1550916.431663
  nChanged 142
		SP:Iteration 19Q (34522.640000 sec): 3 clusters
  Score: Raw -1554020.965183 + Penalty 3071.884506 = -1550949.080677
  nChanged 107
		SP:Iteration 20F (34522.870000 sec): 3 clusters
  Score: Raw -1554041.036027 + Penalty 3071.884506 = -1550969.151520
  nChanged 89
		SP:Iteration 21Q (34523.140000 sec): 3 clusters
  Score: Raw -1554064.340542 + Penalty 3071.884506 = -1550992.456035
  nChanged 91
		SP:Iteration 22Q (34523.370000 sec): 3 clusters
  Score: Raw -1554082.843667 + Penalty 3071.884506 = -1551010.959161
  nChanged 74
		SP:Iteration 23Q (34523.640000 sec): 3 clusters
  Score: Raw -1554097.090896 + Penalty 3071.884506 = -1551025.206389
  nChanged 62
		SP:Iteration 24Q (34523.890000 sec): 3 clusters
  Score: Raw -1554110.644457 + Penalty 3071.884506 = -1551038.759951
  nChanged 64
		SP:Iteration 25Q (34524.110000 sec): 3 clusters
  Score: Raw -1554120.665376 + Penalty 3071.884506 = -1551048.780870
  nChanged 47
		SP:Iteration 26Q (34524.340000 sec): 3 clusters
  Score: Raw -1554129.199655 + Penalty 3071.884506 = -1551057.315149
  nChanged 47
		SP:Iteration 27Q (34524.570000 sec): 3 clusters
  Score: Raw -1554135.213424 + Penalty 3071.884506 = -1551063.328918
  nChanged 40
		SP:Iteration 28Q (34524.800000 sec): 3 clusters
  Score: Raw -1554139.841652 + Penalty 3071.884506 = -1551067.957146
  nChanged 31
		SP:Iteration 29Q (34525.020000 sec): 3 clusters
  Score: Raw -1554143.015442 + Penalty 3071.884506 = -1551071.130936
  nChanged 25
		SP:Iteration 30Q (34525.280000 sec): 3 clusters
  Score: Raw -1554146.002124 + Penalty 3071.884506 = -1551074.117618
  nChanged 27
		SP:Iteration 31Q (34525.510000 sec): 3 clusters
  Score: Raw -1554149.766162 + Penalty 3071.884506 = -1551077.881656
  nChanged 24
		SP:Iteration 32Q (34525.760000 sec): 3 clusters
  Score: Raw -1554153.006888 + Penalty 3071.884506 = -1551081.122381
  nChanged 24
		SP:Iteration 33Q (34526.060000 sec): 3 clusters
  Score: Raw -1554157.052621 + Penalty 3071.884506 = -1551085.168114
  nChanged 29
		SP:Iteration 34Q (34526.310000 sec): 3 clusters
  Score: Raw -1554161.783814 + Penalty 3071.884506 = -1551089.899307
  nChanged 30
		SP:Iteration 35Q (34526.550000 sec): 3 clusters
  Score: Raw -1554165.511585 + Penalty 3071.884506 = -1551093.627078
  nChanged 22
		SP:Iteration 36Q (34526.780000 sec): 3 clusters
  Score: Raw -1554168.653250 + Penalty 3071.884506 = -1551096.768743
  nChanged 22
		SP:Iteration 37Q (34527.040000 sec): 3 clusters
  Score: Raw -1554171.078442 + Penalty 3071.884506 = -1551099.193935
  nChanged 21
		SP:Iteration 38Q (34527.260000 sec): 3 clusters
  Score: Raw -1554173.446549 + Penalty 3071.884506 = -1551101.562042
  nChanged 24
		SP:Iteration 39Q (34527.430000 sec): 3 clusters
  Score: Raw -1554177.085675 + Penalty 3071.884506 = -1551105.201169
  nChanged 24
		SP:Iteration 40F (34527.690000 sec): 3 clusters
  Score: Raw -1554180.374544 + Penalty 3071.884506 = -1551108.490038
  nChanged 23
		SP:Iteration 41Q (34527.940000 sec): 3 clusters
  Score: Raw -1554183.162356 + Penalty 3071.884506 = -1551111.277849
  nChanged 24
		SP:Iteration 42Q (34528.220000 sec): 3 clusters
  Score: Raw -1554185.420915 + Penalty 3071.884506 = -1551113.536409
  nChanged 22
		SP:Iteration 43Q (34528.420000 sec): 3 clusters
  Score: Raw -1554187.771233 + Penalty 3071.884506 = -1551115.886727
  nChanged 20
		SP:Iteration 44Q (34528.690000 sec): 3 clusters
  Score: Raw -1554189.957483 + Penalty 3071.884506 = -1551118.072977
  nChanged 23
		SP:Iteration 45Q (34528.880000 sec): 3 clusters
  Score: Raw -1554192.928345 + Penalty 3071.884506 = -1551121.043838
  nChanged 24
		SP:Iteration 46Q (34529.110000 sec): 3 clusters
  Score: Raw -1554195.491548 + Penalty 3071.884506 = -1551123.607041
  nChanged 20
		SP:Iteration 47Q (34529.340000 sec): 3 clusters
  Score: Raw -1554198.231303 + Penalty 3071.884506 = -1551126.346796
  nChanged 24
		SP:Iteration 48Q (34529.560000 sec): 3 clusters
  Score: Raw -1554200.592432 + Penalty 3071.884506 = -1551128.707926
  nChanged 22
		SP:Iteration 49Q (34529.740000 sec): 3 clusters
  Score: Raw -1554202.654173 + Penalty 3071.884506 = -1551130.769666
  nChanged 15
		SP:Iteration 50Q (34529.950000 sec): 3 clusters
  Score: Raw -1554204.112589 + Penalty 3071.884506 = -1551132.228083
  nChanged 17
		SP:Iteration 51Q (34530.210000 sec): 3 clusters
  Score: Raw -1554206.136312 + Penalty 3071.884506 = -1551134.251806
  nChanged 20
		SP:Iteration 52Q (34530.400000 sec): 3 clusters
  Score: Raw -1554208.216986 + Penalty 3071.884506 = -1551136.332479
  nChanged 13
		SP:Iteration 53Q (34530.650000 sec): 3 clusters
  Score: Raw -1554209.737812 + Penalty 3071.884506 = -1551137.853305
  nChanged 23
		SP:Iteration 54Q (34530.880000 sec): 3 clusters
  Score: Raw -1554212.623249 + Penalty 3071.884506 = -1551140.738743
  nChanged 26
		SP:Iteration 55Q (34531.120000 sec): 3 clusters
  Score: Raw -1554216.356521 + Penalty 3071.884506 = -1551144.472015
  nChanged 23
		SP:Iteration 56Q (34531.380000 sec): 3 clusters
  Score: Raw -1554219.875602 + Penalty 3071.884506 = -1551147.991095
  nChanged 23
		SP:Iteration 57Q (34531.590000 sec): 3 clusters
  Score: Raw -1554223.039561 + Penalty 3071.884506 = -1551151.155055
  nChanged 21
		SP:Iteration 58Q (34531.830000 sec): 3 clusters
  Score: Raw -1554225.695197 + Penalty 3071.884506 = -1551153.810690
  nChanged 16
		SP:Iteration 59Q (34532.040000 sec): 3 clusters
  Score: Raw -1554227.685233 + Penalty 3071.884506 = -1551155.800727
  nChanged 12
		SP:Iteration 60F (34532.270000 sec): 3 clusters
  Score: Raw -1554229.609940 + Penalty 3071.884506 = -1551157.725434
  nChanged 18
		SP:Iteration 61Q (34532.520000 sec): 3 clusters
  Score: Raw -1554231.913136 + Penalty 3071.884506 = -1551160.028629
  nChanged 24
		SP:Iteration 62Q (34532.730000 sec): 3 clusters
  Score: Raw -1554235.750650 + Penalty 3071.884506 = -1551163.866144
  nChanged 26
		SP:Iteration 63Q (34532.970000 sec): 3 clusters
  Score: Raw -1554239.181436 + Penalty 3071.884506 = -1551167.296929
  nChanged 25
		SP:Iteration 64Q (34533.170000 sec): 3 clusters
  Score: Raw -1554241.997202 + Penalty 3071.884506 = -1551170.112695
  nChanged 24
		SP:Iteration 65Q (34533.400000 sec): 3 clusters
  Score: Raw -1554245.643963 + Penalty 3071.884506 = -1551173.759456
  nChanged 25
		SP:Iteration 66Q (34533.670000 sec): 3 clusters
  Score: Raw -1554249.113743 + Penalty 3071.884506 = -1551177.229237
  nChanged 24
		SP:Iteration 67Q (34533.900000 sec): 3 clusters
  Score: Raw -1554251.735455 + Penalty 3071.884506 = -1551179.850949
  nChanged 20
		SP:Iteration 68Q (34534.140000 sec): 3 clusters
  Score: Raw -1554254.044162 + Penalty 3071.884506 = -1551182.159655
  nChanged 21
		SP:Iteration 69Q (34534.370000 sec): 3 clusters
  Score: Raw -1554256.661422 + Penalty 3071.884506 = -1551184.776915
  nChanged 23
		SP:Iteration 70Q (34534.630000 sec): 3 clusters
  Score: Raw -1554259.366378 + Penalty 3071.884506 = -1551187.481871
  nChanged 31
		SP:Iteration 71Q (34534.900000 sec): 3 clusters
  Score: Raw -1554263.546212 + Penalty 3071.884506 = -1551191.661706
  nChanged 26
		SP:Iteration 72Q (34535.140000 sec): 3 clusters
  Score: Raw -1554266.848992 + Penalty 3071.884506 = -1551194.964486
  nChanged 29
		SP:Iteration 73Q (34535.380000 sec): 3 clusters
  Score: Raw -1554270.553334 + Penalty 3071.884506 = -1551198.668828
  nChanged 21
		SP:Iteration 74Q (34535.640000 sec): 3 clusters
  Score: Raw -1554272.600057 + Penalty 3071.884506 = -1551200.715550
  nChanged 14
		SP:Iteration 75Q (34535.870000 sec): 3 clusters
  Score: Raw -1554274.192333 + Penalty 3071.884506 = -1551202.307826
  nChanged 10
		SP:Iteration 76Q (34536.090000 sec): 3 clusters
  Score: Raw -1554275.237977 + Penalty 3071.884506 = -1551203.353470
  nChanged 11
		SP:Iteration 77Q (34536.340000 sec): 3 clusters
  Score: Raw -1554276.348643 + Penalty 3071.884506 = -1551204.464137
  nChanged 12
		SP:Iteration 78Q (34536.600000 sec): 3 clusters
  Score: Raw -1554277.583686 + Penalty 3071.884506 = -1551205.699180
  nChanged 11
		SP:Iteration 79Q (34536.740000 sec): 3 clusters
  Score: Raw -1554278.857062 + Penalty 3071.884506 = -1551206.972555
  nChanged 11
		SP:Iteration 80F (34536.980000 sec): 3 clusters
  Score: Raw -1554280.320629 + Penalty 3071.884506 = -1551208.436123
  nChanged 15
		SP:Iteration 81Q (34537.280000 sec): 3 clusters
  Score: Raw -1554282.098708 + Penalty 3071.884506 = -1551210.214202
  nChanged 14
		SP:Iteration 82Q (34537.510000 sec): 3 clusters
  Score: Raw -1554283.672586 + Penalty 3071.884506 = -1551211.788080
  nChanged 19
		SP:Iteration 83Q (34537.820000 sec): 3 clusters
  Score: Raw -1554286.316334 + Penalty 3071.884506 = -1551214.431828
  nChanged 19
		SP:Iteration 84Q (34538.040000 sec): 3 clusters
  Score: Raw -1554289.200483 + Penalty 3071.884506 = -1551217.315977
  nChanged 18
		SP:Iteration 85Q (34538.220000 sec): 3 clusters
  Score: Raw -1554291.372761 + Penalty 3071.884506 = -1551219.488255
  nChanged 19
		SP:Iteration 86Q (34538.480000 sec): 3 clusters
  Score: Raw -1554294.198251 + Penalty 3071.884506 = -1551222.313745
  nChanged 27
		SP:Iteration 87Q (34538.750000 sec): 3 clusters
  Score: Raw -1554298.141598 + Penalty 3071.884506 = -1551226.257092
  nChanged 37
		SP:Iteration 88Q (34539.000000 sec): 3 clusters
  Score: Raw -1554302.844482 + Penalty 3071.884506 = -1551230.959976
  nChanged 30
		SP:Iteration 89Q (34539.230000 sec): 3 clusters
  Score: Raw -1554306.850876 + Penalty 3071.884506 = -1551234.966369
  nChanged 30
		SP:Iteration 90Q (34539.480000 sec): 3 clusters
  Score: Raw -1554311.161457 + Penalty 3071.884506 = -1551239.276950
  nChanged 28
		SP:Iteration 91Q (34539.730000 sec): 3 clusters
  Score: Raw -1554315.937508 + Penalty 3071.884506 = -1551244.053002
  nChanged 38
		SP:Iteration 92Q (34539.890000 sec): 3 clusters
  Score: Raw -1554321.633754 + Penalty 3071.884506 = -1551249.749248
  nChanged 33
		SP:Iteration 93Q (34540.060000 sec): 3 clusters
  Score: Raw -1554326.730076 + Penalty 3071.884506 = -1551254.845570
  nChanged 42
		SP:Iteration 94Q (34540.330000 sec): 3 clusters
  Score: Raw -1554334.545689 + Penalty 3071.884506 = -1551262.661183
  nChanged 35
		SP:Iteration 95Q (34540.540000 sec): 3 clusters
  Score: Raw -1554340.557334 + Penalty 3071.884506 = -1551268.672827
  nChanged 38
		SP:Iteration 96Q (34540.760000 sec): 3 clusters
  Score: Raw -1554346.696360 + Penalty 3071.884506 = -1551274.811853
  nChanged 34
		SP:Iteration 97Q (34541.030000 sec): 3 clusters
  Score: Raw -1554351.855908 + Penalty 3071.884506 = -1551279.971402
  nChanged 25
		SP:Iteration 98Q (34541.250000 sec): 3 clusters
  Score: Raw -1554355.101914 + Penalty 3071.884506 = -1551283.217407
  nChanged 26
		SP:Iteration 99Q (34541.500000 sec): 3 clusters
  Score: Raw -1554358.442983 + Penalty 3071.884506 = -1551286.558477
  nChanged 23
		SP:Iteration 100F (34541.710000 sec): 3 clusters
  Score: Raw -1554360.866229 + Penalty 3071.884506 = -1551288.981722
  nChanged 5
		SP:Iteration 101Q (34541.980000 sec): 3 clusters
  Score: Raw -1554361.893904 + Penalty 3071.884506 = -1551290.009397
  nChanged 7
		SP:Iteration 102Q (34542.230000 sec): 3 clusters
  Score: Raw -1554362.532578 + Penalty 3071.884506 = -1551290.648072
  nChanged 7
		SP:Iteration 103Q (34542.500000 sec): 3 clusters
  Score: Raw -1554363.195975 + Penalty 3071.884506 = -1551291.311469
  nChanged 12
		SP:Iteration 104Q (34542.750000 sec): 3 clusters
  Score: Raw -1554364.398013 + Penalty 3071.884506 = -1551292.513506
  nChanged 14
		SP:Iteration 105Q (34543.010000 sec): 3 clusters
  Score: Raw -1554365.763073 + Penalty 3071.884506 = -1551293.878567
  nChanged 15
		SP:Iteration 106Q (34543.260000 sec): 3 clusters
  Score: Raw -1554367.338756 + Penalty 3071.884506 = -1551295.454250
  nChanged 16
		SP:Iteration 107Q (34543.530000 sec): 3 clusters
  Score: Raw -1554368.797342 + Penalty 3071.884506 = -1551296.912835
  nChanged 14
		SP:Iteration 108Q (34543.790000 sec): 3 clusters
  Score: Raw -1554370.407727 + Penalty 3071.884506 = -1551298.523221
  nChanged 16
		SP:Iteration 109Q (34544.050000 sec): 3 clusters
  Score: Raw -1554372.150621 + Penalty 3071.884506 = -1551300.266114
  nChanged 14
		SP:Iteration 110Q (34544.260000 sec): 3 clusters
  Score: Raw -1554373.945662 + Penalty 3071.884506 = -1551302.061156
  nChanged 14
		SP:Iteration 111Q (34544.430000 sec): 3 clusters
  Score: Raw -1554376.291948 + Penalty 3071.884506 = -1551304.407442
  nChanged 21
		SP:Iteration 112Q (34544.630000 sec): 3 clusters
  Score: Raw -1554378.780679 + Penalty 3071.884506 = -1551306.896172
  nChanged 17
		SP:Iteration 113Q (34544.880000 sec): 3 clusters
  Score: Raw -1554381.631252 + Penalty 3071.884506 = -1551309.746745
  nChanged 25
		SP:Iteration 114Q (34545.100000 sec): 3 clusters
  Score: Raw -1554384.923379 + Penalty 3071.884506 = -1551313.038872
  nChanged 23
		SP:Iteration 115Q (34545.360000 sec): 3 clusters
  Score: Raw -1554389.051828 + Penalty 3071.884506 = -1551317.167321
  nChanged 25
		SP:Iteration 116Q (34545.560000 sec): 3 clusters
  Score: Raw -1554392.805125 + Penalty 3071.884506 = -1551320.920619
  nChanged 16
		SP:Iteration 117Q (34545.780000 sec): 3 clusters
  Score: Raw -1554395.017858 + Penalty 3071.884506 = -1551323.133352
  nChanged 20
		SP:Iteration 118Q (34546.010000 sec): 3 clusters
  Score: Raw -1554398.116215 + Penalty 3071.884506 = -1551326.231708
  nChanged 24
		SP:Iteration 119Q (34546.240000 sec): 3 clusters
  Score: Raw -1554401.447096 + Penalty 3071.884506 = -1551329.562589
  nChanged 24
		SP:Iteration 120F (34546.460000 sec): 3 clusters
  Score: Raw -1554405.558649 + Penalty 3071.884506 = -1551333.674142
  nChanged 27
		SP:Iteration 121Q (34546.690000 sec): 3 clusters
  Score: Raw -1554409.149220 + Penalty 3071.884506 = -1551337.264714
  nChanged 28
		SP:Iteration 122Q (34546.910000 sec): 3 clusters
  Score: Raw -1554412.661341 + Penalty 3071.884506 = -1551340.776835
  nChanged 28
		SP:Iteration 123Q (34547.140000 sec): 3 clusters
  Score: Raw -1554415.648148 + Penalty 3071.884506 = -1551343.763642
  nChanged 19
		SP:Iteration 124Q (34547.370000 sec): 3 clusters
  Score: Raw -1554417.635627 + Penalty 3071.884506 = -1551345.751120
  nChanged 20
		SP:Iteration 125Q (34547.630000 sec): 3 clusters
  Score: Raw -1554420.025464 + Penalty 3071.884506 = -1551348.140957
  nChanged 19
		SP:Iteration 126Q (34547.810000 sec): 3 clusters
  Score: Raw -1554422.447166 + Penalty 3071.884506 = -1551350.562660
  nChanged 21
		SP:Iteration 127Q (34548.060000 sec): 3 clusters
  Score: Raw -1554425.330046 + Penalty 3071.884506 = -1551353.445540
  nChanged 23
		SP:Iteration 128Q (34548.300000 sec): 3 clusters
  Score: Raw -1554428.186317 + Penalty 3071.884506 = -1551356.301810
  nChanged 25
		SP:Iteration 129Q (34548.540000 sec): 3 clusters
  Score: Raw -1554432.289505 + Penalty 3071.884506 = -1551360.404999
  nChanged 42
		SP:Iteration 130Q (34548.760000 sec): 3 clusters
  Score: Raw -1554440.408175 + Penalty 3071.884506 = -1551368.523669
  nChanged 41
		SP:Iteration 131Q (34549.030000 sec): 3 clusters
  Score: Raw -1554446.986783 + Penalty 3071.884506 = -1551375.102276
  nChanged 42
		SP:Iteration 132Q (34549.280000 sec): 3 clusters
  Score: Raw -1554454.717537 + Penalty 3071.884506 = -1551382.833030
  nChanged 44
		SP:Iteration 133Q (34549.420000 sec): 3 clusters
  Score: Raw -1554461.172396 + Penalty 3071.884506 = -1551389.287890
  nChanged 35
		SP:Iteration 134Q (34549.680000 sec): 3 clusters
  Score: Raw -1554466.987049 + Penalty 3071.884506 = -1551395.102542
  nChanged 33
		SP:Iteration 135Q (34549.880000 sec): 3 clusters
  Score: Raw -1554472.023708 + Penalty 3071.884506 = -1551400.139201
  nChanged 25
		SP:Iteration 136Q (34550.100000 sec): 3 clusters
  Score: Raw -1554475.405441 + Penalty 3071.884506 = -1551403.520935
  nChanged 33
		SP:Iteration 137Q (34550.330000 sec): 3 clusters
  Score: Raw -1554479.821845 + Penalty 3071.884506 = -1551407.937338
  nChanged 29
		SP:Iteration 138Q (34550.560000 sec): 3 clusters
  Score: Raw -1554485.795822 + Penalty 3071.884506 = -1551413.911315
  nChanged 31
		SP:Iteration 139Q (34550.820000 sec): 3 clusters
  Score: Raw -1554492.340254 + Penalty 3071.884506 = -1551420.455747
  nChanged 34
		SP:Iteration 140F (34551.100000 sec): 3 clusters
  Score: Raw -1554499.598931 + Penalty 3071.884506 = -1551427.714425
  nChanged 41
		SP:Iteration 141Q (34551.310000 sec): 3 clusters
  Score: Raw -1554508.512797 + Penalty 3071.884506 = -1551436.628290
  nChanged 50
		SP:Iteration 142Q (34551.530000 sec): 3 clusters
  Score: Raw -1554519.566681 + Penalty 3071.884506 = -1551447.682174
  nChanged 49
		SP:Iteration 143Q (34551.770000 sec): 3 clusters
  Score: Raw -1554530.122588 + Penalty 3071.884506 = -1551458.238082
  nChanged 50
		SP:Iteration 144Q (34551.990000 sec): 3 clusters
  Score: Raw -1554540.485736 + Penalty 3071.884506 = -1551468.601230
  nChanged 47
		SP:Iteration 145Q (34552.220000 sec): 3 clusters
  Score: Raw -1554549.885355 + Penalty 3071.884506 = -1551478.000849
  nChanged 44
		SP:Iteration 146Q (34552.460000 sec): 3 clusters
  Score: Raw -1554558.976598 + Penalty 3071.884506 = -1551487.092092
  nChanged 39
		SP:Iteration 147Q (34552.700000 sec): 3 clusters
  Score: Raw -1554567.375816 + Penalty 3071.884506 = -1551495.491310
  nChanged 29
		SP:Iteration 148Q (34552.950000 sec): 3 clusters
  Score: Raw -1554572.434391 + Penalty 3071.884506 = -1551500.549885
  nChanged 37
		SP:Iteration 149Q (34553.140000 sec): 3 clusters
  Score: Raw -1554580.919731 + Penalty 3071.884506 = -1551509.035225
  nChanged 38
		SP:Iteration 150Q (34553.370000 sec): 3 clusters
  Score: Raw -1554589.049337 + Penalty 3071.884506 = -1551517.164831
  nChanged 35
		SP:Iteration 151Q (34553.600000 sec): 3 clusters
  Score: Raw -1554597.968033 + Penalty 3071.884506 = -1551526.083527
  nChanged 40
		SP:Iteration 152Q (34553.830000 sec): 3 clusters
  Score: Raw -1554608.459770 + Penalty 3071.884506 = -1551536.575263
  nChanged 42
		SP:Iteration 153Q (34554.050000 sec): 3 clusters
  Score: Raw -1554620.067231 + Penalty 3071.884506 = -1551548.182725
  nChanged 47
		SP:Iteration 154Q (34554.300000 sec): 3 clusters
  Score: Raw -1554631.762062 + Penalty 3071.884506 = -1551559.877555
  nChanged 44
		SP:Iteration 155Q (34554.550000 sec): 3 clusters
  Score: Raw -1554642.777851 + Penalty 3071.884506 = -1551570.893345
  nChanged 51
		SP:Iteration 156Q (34554.750000 sec): 3 clusters
  Score: Raw -1554656.316330 + Penalty 3071.884506 = -1551584.431824
  nChanged 60
		SP:Iteration 157Q (34554.990000 sec): 3 clusters
  Score: Raw -1554672.165293 + Penalty 3071.884506 = -1551600.280787
  nChanged 65
		SP:Iteration 158Q (34555.230000 sec): 3 clusters
  Score: Raw -1554691.216952 + Penalty 3071.884506 = -1551619.332445
  nChanged 66
		SP:Iteration 159Q (34555.420000 sec): 3 clusters
  Score: Raw -1554710.957946 + Penalty 3071.884506 = -1551639.073439
  nChanged 71
		SP:Iteration 160F (34555.680000 sec): 3 clusters
  Score: Raw -1554732.410014 + Penalty 3071.884506 = -1551660.525508
  nChanged 61
		SP:Iteration 161Q (34555.910000 sec): 3 clusters
  Score: Raw -1554749.435719 + Penalty 3071.884506 = -1551677.551212
  nChanged 59
		SP:Iteration 162Q (34556.150000 sec): 3 clusters
  Score: Raw -1554769.926946 + Penalty 3071.884506 = -1551698.042440
  nChanged 66
		SP:Iteration 163Q (34556.380000 sec): 3 clusters
  Score: Raw -1554796.188107 + Penalty 3071.884506 = -1551724.303600
  nChanged 66
		SP:Iteration 164Q (34556.610000 sec): 3 clusters
  Score: Raw -1554818.275003 + Penalty 3071.884506 = -1551746.390496
  nChanged 51
		SP:Iteration 165Q (34556.840000 sec): 3 clusters
  Score: Raw -1554836.297372 + Penalty 3071.884506 = -1551764.412865
  nChanged 56
		SP:Iteration 166Q (34557.100000 sec): 3 clusters
  Score: Raw -1554854.378876 + Penalty 3071.884506 = -1551782.494369
  nChanged 47
		SP:Iteration 167Q (34557.280000 sec): 3 clusters
  Score: Raw -1554869.088091 + Penalty 3071.884506 = -1551797.203584
  nChanged 48
		SP:Iteration 168Q (34557.490000 sec): 3 clusters
  Score: Raw -1554884.771346 + Penalty 3071.884506 = -1551812.886840
  nChanged 47
		SP:Iteration 169Q (34557.690000 sec): 3 clusters
  Score: Raw -1554897.969508 + Penalty 3071.884506 = -1551826.085002
  nChanged 35
		SP:Iteration 170Q (34557.940000 sec): 3 clusters
  Score: Raw -1554909.860662 + Penalty 3071.884506 = -1551837.976155
  nChanged 38
		SP:Iteration 171Q (34558.150000 sec): 3 clusters
  Score: Raw -1554922.100010 + Penalty 3071.884506 = -1551850.215504
  nChanged 37
		SP:Iteration 172Q (34558.350000 sec): 3 clusters
  Score: Raw -1554933.879250 + Penalty 3071.884506 = -1551861.994744
  nChanged 41
		SP:Iteration 173Q (34558.600000 sec): 3 clusters
  Score: Raw -1554949.834075 + Penalty 3071.884506 = -1551877.949568
  nChanged 43
		SP:Iteration 174Q (34558.850000 sec): 3 clusters
  Score: Raw -1554966.210760 + Penalty 3071.884506 = -1551894.326253
  nChanged 41
		SP:Iteration 175Q (34559.100000 sec): 3 clusters
  Score: Raw -1554981.481202 + Penalty 3071.884506 = -1551909.596696
  nChanged 43
		SP:Iteration 176Q (34559.320000 sec): 3 clusters
  Score: Raw -1554996.830049 + Penalty 3071.884506 = -1551924.945542
  nChanged 35
		SP:Iteration 177Q (34559.570000 sec): 3 clusters
  Score: Raw -1555008.599574 + Penalty 3071.884506 = -1551936.715068
  nChanged 21
		SP:Iteration 178Q (34559.820000 sec): 3 clusters
  Score: Raw -1555018.252971 + Penalty 3071.884506 = -1551946.368465
  nChanged 23
		SP:Iteration 179Q (34560.070000 sec): 3 clusters
  Score: Raw -1555027.469668 + Penalty 3071.884506 = -1551955.585161
  nChanged 25
		SP:Iteration 180F (34560.270000 sec): 3 clusters
  Score: Raw -1555036.438951 + Penalty 3071.884506 = -1551964.554444
  nChanged 22
		SP:Iteration 181Q (34560.500000 sec): 3 clusters
  Score: Raw -1555045.851759 + Penalty 3071.884506 = -1551973.967252
  nChanged 21
		SP:Iteration 182Q (34560.730000 sec): 3 clusters
  Score: Raw -1555055.132644 + Penalty 3071.884506 = -1551983.248138
  nChanged 28
		SP:Iteration 183Q (34560.950000 sec): 3 clusters
  Score: Raw -1555066.859794 + Penalty 3071.884506 = -1551994.975287
  nChanged 23
		SP:Iteration 184Q (34561.230000 sec): 3 clusters
  Score: Raw -1555075.920775 + Penalty 3071.884506 = -1552004.036268
  nChanged 23
		SP:Iteration 185Q (34561.440000 sec): 3 clusters
  Score: Raw -1555085.292879 + Penalty 3071.884506 = -1552013.408373
  nChanged 20
		SP:Iteration 186Q (34561.670000 sec): 3 clusters
  Score: Raw -1555093.630821 + Penalty 3071.884506 = -1552021.746315
  nChanged 15
		SP:Iteration 187Q (34561.940000 sec): 3 clusters
  Score: Raw -1555100.333105 + Penalty 3071.884506 = -1552028.448599
  nChanged 13
		SP:Iteration 188Q (34562.140000 sec): 3 clusters
  Score: Raw -1555103.967564 + Penalty 3071.884506 = -1552032.083058
  nChanged 9
		SP:Iteration 189Q (34562.400000 sec): 3 clusters
  Score: Raw -1555107.211756 + Penalty 3071.884506 = -1552035.327249
  nChanged 7
		SP:Iteration 190Q (34562.630000 sec): 3 clusters
  Score: Raw -1555109.567901 + Penalty 3071.884506 = -1552037.683394
  nChanged 5
		SP:Iteration 191Q (34562.900000 sec): 3 clusters
  Score: Raw -1555111.408593 + Penalty 3071.884506 = -1552039.524086
  nChanged 2
		SP:Iteration 192Q (34563.090000 sec): 3 clusters
  Score: Raw -1555112.334499 + Penalty 3071.884506 = -1552040.449992
  nChanged 7
		SP:Iteration 193Q (34563.310000 sec): 3 clusters
  Score: Raw -1555114.102367 + Penalty 3071.884506 = -1552042.217860
  nChanged 5
		SP:Iteration 194Q (34563.530000 sec): 3 clusters
  Score: Raw -1555115.893270 + Penalty 3071.884506 = -1552044.008764
  nChanged 5
		SP:Iteration 195Q (34563.760000 sec): 3 clusters
  Score: Raw -1555117.101445 + Penalty 3071.884506 = -1552045.216938
  nChanged 6
		SP:Iteration 196Q (34563.990000 sec): 3 clusters
  Score: Raw -1555119.714199 + Penalty 3071.884506 = -1552047.829693
  nChanged 13
		SP:Iteration 197Q (34564.220000 sec): 3 clusters
  Score: Raw -1555125.070749 + Penalty 3071.884506 = -1552053.186243
  nChanged 8
		SP:Iteration 198Q (34564.480000 sec): 3 clusters
  Score: Raw -1555127.911985 + Penalty 3071.884506 = -1552056.027478
  nChanged 9
		SP:Iteration 199Q (34564.710000 sec): 3 clusters
  Score: Raw -1555132.761776 + Penalty 3071.884506 = -1552060.877269
  nChanged 9
		SP:Iteration 200F (34564.930000 sec): 3 clusters
  Score: Raw -1555135.135531 + Penalty 3071.884506 = -1552063.251024
  nChanged 7
		SP:Iteration 201Q (34565.180000 sec): 3 clusters
  Score: Raw -1555137.836778 + Penalty 3071.884506 = -1552065.952271
  nChanged 6
		SP:Iteration 202Q (34565.410000 sec): 3 clusters
  Score: Raw -1555140.712081 + Penalty 3071.884506 = -1552068.827575
  nChanged 8
		SP:Iteration 203Q (34565.640000 sec): 3 clusters
  Score: Raw -1555145.411343 + Penalty 3071.884506 = -1552073.526837
  nChanged 13
		SP:Iteration 204Q (34565.860000 sec): 3 clusters
  Score: Raw -1555152.174753 + Penalty 3071.884506 = -1552080.290247
  nChanged 13
		SP:Iteration 205Q (34566.100000 sec): 3 clusters
  Score: Raw -1555157.558095 + Penalty 3071.884506 = -1552085.673588
  nChanged 11
		SP:Iteration 206Q (34566.310000 sec): 3 clusters
  Score: Raw -1555162.133521 + Penalty 3071.884506 = -1552090.249014
  nChanged 12
		SP:Iteration 207Q (34566.520000 sec): 3 clusters
  Score: Raw -1555167.258421 + Penalty 3071.884506 = -1552095.373914
  nChanged 10
		SP:Iteration 208Q (34566.710000 sec): 3 clusters
  Score: Raw -1555170.316193 + Penalty 3071.884506 = -1552098.431687
  nChanged 6
		SP:Iteration 209Q (34566.940000 sec): 3 clusters
  Score: Raw -1555172.913795 + Penalty 3071.884506 = -1552101.029289
  nChanged 5
		SP:Iteration 210Q (34567.170000 sec): 3 clusters
  Score: Raw -1555175.362587 + Penalty 3071.884506 = -1552103.478080
  nChanged 3
		SP:Iteration 211Q (34567.440000 sec): 3 clusters
  Score: Raw -1555176.774772 + Penalty 3071.884506 = -1552104.890265
  nChanged 4
		SP:Iteration 212Q (34567.660000 sec): 3 clusters
  Score: Raw -1555179.294176 + Penalty 3071.884506 = -1552107.409670
  nChanged 4
		SP:Iteration 213Q (34567.900000 sec): 3 clusters
  Score: Raw -1555180.901693 + Penalty 3071.884506 = -1552109.017187
  nChanged 3
		SP:Iteration 214Q (34568.110000 sec): 3 clusters
  Score: Raw -1555181.626809 + Penalty 3071.884506 = -1552109.742303
  nChanged 2
		SP:Iteration 215Q (34568.330000 sec): 3 clusters
  Score: Raw -1555182.294024 + Penalty 3071.884506 = -1552110.409518
  nChanged 2
		SP:Iteration 216Q (34568.550000 sec): 3 clusters
  Score: Raw -1555183.103727 + Penalty 3071.884506 = -1552111.219220
  nChanged 3
		SP:Iteration 217Q (34568.770000 sec): 3 clusters
  Score: Raw -1555183.858798 + Penalty 3071.884506 = -1552111.974292
  nChanged 3
		SP:Iteration 218Q (34569.000000 sec): 3 clusters
  Score: Raw -1555184.790217 + Penalty 3071.884506 = -1552112.905710
  nChanged 3
		SP:Iteration 219Q (34569.280000 sec): 3 clusters
  Score: Raw -1555186.377899 + Penalty 3071.884506 = -1552114.493393
  nChanged 5
		SP:Iteration 220F (34569.490000 sec): 3 clusters
  Score: Raw -1555189.141519 + Penalty 3071.884506 = -1552117.257013
  nChanged 5
		SP:Iteration 221Q (34569.760000 sec): 3 clusters
  Score: Raw -1555191.386406 + Penalty 3071.884506 = -1552119.501900
  nChanged 6
		SP:Iteration 222Q (34569.990000 sec): 3 clusters
  Score: Raw -1555193.287254 + Penalty 3071.884506 = -1552121.402747
  nChanged 3
		SP:Iteration 223Q (34570.220000 sec): 3 clusters
  Score: Raw -1555195.273162 + Penalty 3071.884506 = -1552123.388656
  nChanged 6
		SP:Iteration 224Q (34570.450000 sec): 3 clusters
  Score: Raw -1555198.310176 + Penalty 3071.884506 = -1552126.425670
  nChanged 6
		SP:Iteration 225Q (34570.690000 sec): 3 clusters
  Score: Raw -1555200.370158 + Penalty 3071.884506 = -1552128.485652
  nChanged 1
		SP:Iteration 226Q (34570.950000 sec): 3 clusters
  Score: Raw -1555200.884862 + Penalty 3071.884506 = -1552129.000356
  nChanged 2
		SP:Iteration 227Q (34571.140000 sec): 3 clusters
  Score: Raw -1555202.032630 + Penalty 3071.884506 = -1552130.148124
  nChanged 3
		SP:Iteration 228Q (34571.380000 sec): 3 clusters
  Score: Raw -1555203.301428 + Penalty 3071.884506 = -1552131.416922
  nChanged 6
		SP:Iteration 229Q (34571.600000 sec): 3 clusters
  Score: Raw -1555204.845549 + Penalty 3071.884506 = -1552132.961042
  nChanged 3
		SP:Iteration 230Q (34571.830000 sec): 3 clusters
  Score: Raw -1555205.822593 + Penalty 3071.884506 = -1552133.938087
  nChanged 0
		SP:Iteration 231F (34572.090000 sec): 3 clusters
  Score: Raw -1555205.822593 + Penalty 3071.884506 = -1552133.938087
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 54 (293 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (34572.140000 sec): 2 clusters
  Score: Raw -26892.379013 + Penalty 923.028049 = -25969.350964
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (34572.300000 sec): 3 clusters
  Score: Raw -26977.182355 + Penalty 1846.056098 = -25131.126257
  nChanged 63
		SP:Iteration 1F (34572.510000 sec): 3 clusters
  Score: Raw -27163.842582 + Penalty 1846.056098 = -25317.786484
  nChanged 18
		SP:Iteration 2F (34572.610000 sec): 3 clusters
  Score: Raw -27239.501291 + Penalty 1846.056098 = -25393.445193
  nChanged 13
		SP:Iteration 3Q (34572.790000 sec): 3 clusters
  Score: Raw -27317.743250 + Penalty 1846.056098 = -25471.687152
  nChanged 5
		SP:Iteration 4Q (34572.910000 sec): 3 clusters
  Score: Raw -27341.703762 + Penalty 1846.056098 = -25495.647664
  nChanged 4
		SP:Iteration 5Q (34573.070000 sec): 3 clusters
  Score: Raw -27351.345814 + Penalty 1846.056098 = -25505.289716
  nChanged 0
		SP:Iteration 6F (34573.230000 sec): 3 clusters
  Score: Raw -27351.345814 + Penalty 1846.056098 = -25505.289716
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 55 (9062 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (34573.350000 sec): 2 clusters
  Score: Raw -1137542.689485 + Penalty 1480.674833 = -1136062.014652
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (34573.530000 sec): 3 clusters
  Score: Raw -1132466.020305 + Penalty 2961.349666 = -1129504.670639
  nChanged 3879
		SP:Iteration 1F (34573.720000 sec): 3 clusters
  Score: Raw -1134514.173814 + Penalty 2961.349666 = -1131552.824149
  nChanged 572
		SP:Iteration 2F (34573.890000 sec): 3 clusters
  Score: Raw -1134768.091195 + Penalty 2961.349666 = -1131806.741530
  nChanged 477
		SP:Iteration 3F (34574.070000 sec): 3 clusters
  Score: Raw -1134948.050657 + Penalty 2961.349666 = -1131986.700991
  nChanged 367
		SP:Iteration 4Q (34574.320000 sec): 3 clusters
  Score: Raw -1135084.602382 + Penalty 2961.349666 = -1132123.252716
  nChanged 297
		SP:Iteration 5Q (34574.520000 sec): 3 clusters
  Score: Raw -1135197.686365 + Penalty 2961.349666 = -1132236.336700
  nChanged 289
		SP:Iteration 6Q (34574.690000 sec): 3 clusters
  Score: Raw -1135292.617618 + Penalty 2961.349666 = -1132331.267952
  nChanged 228
		SP:Iteration 7Q (34574.860000 sec): 3 clusters
  Score: Raw -1135365.374053 + Penalty 2961.349666 = -1132404.024387
  nChanged 197
		SP:Iteration 8Q (34575.040000 sec): 3 clusters
  Score: Raw -1135423.754732 + Penalty 2961.349666 = -1132462.405066
  nChanged 189
		SP:Iteration 9Q (34575.220000 sec): 3 clusters
  Score: Raw -1135479.311417 + Penalty 2961.349666 = -1132517.961752
  nChanged 180
		SP:Iteration 10Q (34575.450000 sec): 3 clusters
  Score: Raw -1135540.512469 + Penalty 2961.349666 = -1132579.162803
  nChanged 197
		SP:Iteration 11Q (34575.620000 sec): 3 clusters
  Score: Raw -1135612.178710 + Penalty 2961.349666 = -1132650.829044
  nChanged 203
		SP:Iteration 12Q (34575.790000 sec): 3 clusters
  Score: Raw -1135699.561626 + Penalty 2961.349666 = -1132738.211961
  nChanged 239
		SP:Iteration 13Q (34576.010000 sec): 3 clusters
  Score: Raw -1135814.487252 + Penalty 2961.349666 = -1132853.137586
  nChanged 247
		SP:Iteration 14Q (34576.180000 sec): 3 clusters
  Score: Raw -1135941.733582 + Penalty 2961.349666 = -1132980.383916
  nChanged 264
		SP:Iteration 15Q (34576.390000 sec): 3 clusters
  Score: Raw -1136104.237141 + Penalty 2961.349666 = -1133142.887475
  nChanged 313
		SP:Iteration 16Q (34576.580000 sec): 3 clusters
  Score: Raw -1136308.060448 + Penalty 2961.349666 = -1133346.710783
  nChanged 282
		SP:Iteration 17Q (34576.770000 sec): 3 clusters
  Score: Raw -1136528.158869 + Penalty 2961.349666 = -1133566.809203
  nChanged 307
		SP:Iteration 18Q (34576.940000 sec): 3 clusters
  Score: Raw -1136806.064498 + Penalty 2961.349666 = -1133844.714832
  nChanged 307
		SP:Iteration 19Q (34577.110000 sec): 3 clusters
  Score: Raw -1137100.097919 + Penalty 2961.349666 = -1134138.748253
  nChanged 249
		SP:Iteration 20F (34577.290000 sec): 3 clusters
  Score: Raw -1137316.770056 + Penalty 2961.349666 = -1134355.420390
  nChanged 213
		SP:Iteration 21Q (34577.530000 sec): 3 clusters
  Score: Raw -1137450.293089 + Penalty 2961.349666 = -1134488.943423
  nChanged 136
		SP:Iteration 22Q (34577.740000 sec): 3 clusters
  Score: Raw -1137513.682900 + Penalty 2961.349666 = -1134552.333235
  nChanged 112
		SP:Iteration 23Q (34577.970000 sec): 3 clusters
  Score: Raw -1137562.938093 + Penalty 2961.349666 = -1134601.588428
  nChanged 98
		SP:Iteration 24Q (34578.150000 sec): 3 clusters
  Score: Raw -1137600.391196 + Penalty 2961.349666 = -1134639.041530
  nChanged 77
		SP:Iteration 25Q (34578.330000 sec): 3 clusters
  Score: Raw -1137631.286279 + Penalty 2961.349666 = -1134669.936613
  nChanged 73
		SP:Iteration 26Q (34578.500000 sec): 3 clusters
  Score: Raw -1137654.650124 + Penalty 2961.349666 = -1134693.300458
  nChanged 62
		SP:Iteration 27Q (34578.670000 sec): 3 clusters
  Score: Raw -1137670.886382 + Penalty 2961.349666 = -1134709.536716
  nChanged 50
		SP:Iteration 28Q (34578.850000 sec): 3 clusters
  Score: Raw -1137683.201180 + Penalty 2961.349666 = -1134721.851514
  nChanged 41
		SP:Iteration 29Q (34579.010000 sec): 3 clusters
  Score: Raw -1137693.527639 + Penalty 2961.349666 = -1134732.177973
  nChanged 40
		SP:Iteration 30Q (34579.190000 sec): 3 clusters
  Score: Raw -1137706.187432 + Penalty 2961.349666 = -1134744.837766
  nChanged 48
		SP:Iteration 31Q (34579.360000 sec): 3 clusters
  Score: Raw -1137725.428304 + Penalty 2961.349666 = -1134764.078638
  nChanged 59
		SP:Iteration 32Q (34579.530000 sec): 3 clusters
  Score: Raw -1137751.077695 + Penalty 2961.349666 = -1134789.728030
  nChanged 67
		SP:Iteration 33Q (34579.710000 sec): 3 clusters
  Score: Raw -1137780.002901 + Penalty 2961.349666 = -1134818.653235
  nChanged 79
		SP:Iteration 34Q (34579.950000 sec): 3 clusters
  Score: Raw -1137819.966253 + Penalty 2961.349666 = -1134858.616588
  nChanged 91
		SP:Iteration 35Q (34580.200000 sec): 3 clusters
  Score: Raw -1137861.188527 + Penalty 2961.349666 = -1134899.838861
  nChanged 91
		SP:Iteration 36Q (34580.410000 sec): 3 clusters
  Score: Raw -1137895.443588 + Penalty 2961.349666 = -1134934.093922
  nChanged 87
		SP:Iteration 37Q (34580.620000 sec): 3 clusters
  Score: Raw -1137932.019656 + Penalty 2961.349666 = -1134970.669990
  nChanged 80
		SP:Iteration 38Q (34580.800000 sec): 3 clusters
  Score: Raw -1137965.505497 + Penalty 2961.349666 = -1135004.155831
  nChanged 77
		SP:Iteration 39Q (34580.970000 sec): 3 clusters
  Score: Raw -1137999.442481 + Penalty 2961.349666 = -1135038.092815
  nChanged 80
		SP:Iteration 40F (34581.150000 sec): 3 clusters
  Score: Raw -1138037.659376 + Penalty 2961.349666 = -1135076.309710
  nChanged 84
		SP:Iteration 41Q (34581.370000 sec): 3 clusters
  Score: Raw -1138069.392702 + Penalty 2961.349666 = -1135108.043036
  nChanged 68
		SP:Iteration 42Q (34581.590000 sec): 3 clusters
  Score: Raw -1138090.080356 + Penalty 2961.349666 = -1135128.730690
  nChanged 47
		SP:Iteration 43Q (34581.800000 sec): 3 clusters
  Score: Raw -1138101.452230 + Penalty 2961.349666 = -1135140.102564
  nChanged 43
		SP:Iteration 44Q (34581.940000 sec): 3 clusters
  Score: Raw -1138114.829723 + Penalty 2961.349666 = -1135153.480058
  nChanged 49
		SP:Iteration 45Q (34582.140000 sec): 3 clusters
  Score: Raw -1138128.953051 + Penalty 2961.349666 = -1135167.603385
  nChanged 43
		SP:Iteration 46Q (34582.380000 sec): 3 clusters
  Score: Raw -1138140.257252 + Penalty 2961.349666 = -1135178.907586
  nChanged 41
		SP:Iteration 47Q (34582.630000 sec): 3 clusters
  Score: Raw -1138149.845196 + Penalty 2961.349666 = -1135188.495530
  nChanged 33
		SP:Iteration 48Q (34582.840000 sec): 3 clusters
  Score: Raw -1138157.935834 + Penalty 2961.349666 = -1135196.586168
  nChanged 34
		SP:Iteration 49Q (34583.010000 sec): 3 clusters
  Score: Raw -1138165.039360 + Penalty 2961.349666 = -1135203.689694
  nChanged 20
		SP:Iteration 50Q (34583.180000 sec): 3 clusters
  Score: Raw -1138167.504434 + Penalty 2961.349666 = -1135206.154768
  nChanged 6
		SP:Iteration 51Q (34583.410000 sec): 3 clusters
  Score: Raw -1138168.021069 + Penalty 2961.349666 = -1135206.671404
  nChanged 5
		SP:Iteration 52Q (34583.630000 sec): 3 clusters
  Score: Raw -1138168.700682 + Penalty 2961.349666 = -1135207.351016
  nChanged 3
		SP:Iteration 53Q (34583.780000 sec): 3 clusters
  Score: Raw -1138168.925170 + Penalty 2961.349666 = -1135207.575504
  nChanged 1
		SP:Iteration 54Q (34583.950000 sec): 3 clusters
  Score: Raw -1138169.039645 + Penalty 2961.349666 = -1135207.689979
  nChanged 1
		SP:Iteration 55Q (34584.130000 sec): 3 clusters
  Score: Raw -1138169.274386 + Penalty 2961.349666 = -1135207.924721
  nChanged 2
		SP:Iteration 56Q (34584.310000 sec): 3 clusters
  Score: Raw -1138169.750348 + Penalty 2961.349666 = -1135208.400682
  nChanged 3
		SP:Iteration 57Q (34584.530000 sec): 3 clusters
  Score: Raw -1138170.516292 + Penalty 2961.349666 = -1135209.166626
  nChanged 3
		SP:Iteration 58Q (34584.700000 sec): 3 clusters
  Score: Raw -1138171.147353 + Penalty 2961.349666 = -1135209.797687
  nChanged 6
		SP:Iteration 59Q (34584.880000 sec): 3 clusters
  Score: Raw -1138171.973417 + Penalty 2961.349666 = -1135210.623751
  nChanged 4
		SP:Iteration 60F (34585.100000 sec): 3 clusters
  Score: Raw -1138172.600444 + Penalty 2961.349666 = -1135211.250778
  nChanged 2
		SP:Iteration 61Q (34585.290000 sec): 3 clusters
  Score: Raw -1138172.908968 + Penalty 2961.349666 = -1135211.559302
  nChanged 3
		SP:Iteration 62Q (34585.460000 sec): 3 clusters
  Score: Raw -1138173.760467 + Penalty 2961.349666 = -1135212.410801
  nChanged 4
		SP:Iteration 63Q (34585.710000 sec): 3 clusters
  Score: Raw -1138174.409261 + Penalty 2961.349666 = -1135213.059596
  nChanged 8
		SP:Iteration 64Q (34585.880000 sec): 3 clusters
  Score: Raw -1138175.466655 + Penalty 2961.349666 = -1135214.116989
  nChanged 4
		SP:Iteration 65Q (34586.070000 sec): 3 clusters
  Score: Raw -1138176.320339 + Penalty 2961.349666 = -1135214.970673
  nChanged 6
		SP:Iteration 66Q (34586.290000 sec): 3 clusters
  Score: Raw -1138177.191363 + Penalty 2961.349666 = -1135215.841698
  nChanged 4
		SP:Iteration 67Q (34586.460000 sec): 3 clusters
  Score: Raw -1138177.525643 + Penalty 2961.349666 = -1135216.175977
  nChanged 3
		SP:Iteration 68Q (34586.640000 sec): 3 clusters
  Score: Raw -1138178.014250 + Penalty 2961.349666 = -1135216.664584
  nChanged 3
		SP:Iteration 69Q (34586.810000 sec): 3 clusters
  Score: Raw -1138178.755040 + Penalty 2961.349666 = -1135217.405374
  nChanged 9
		SP:Iteration 70Q (34587.040000 sec): 3 clusters
  Score: Raw -1138179.888614 + Penalty 2961.349666 = -1135218.538949
  nChanged 6
		SP:Iteration 71Q (34587.270000 sec): 3 clusters
  Score: Raw -1138180.978846 + Penalty 2961.349666 = -1135219.629180
  nChanged 4
		SP:Iteration 72Q (34587.430000 sec): 3 clusters
  Score: Raw -1138181.654432 + Penalty 2961.349666 = -1135220.304767
  nChanged 8
		SP:Iteration 73Q (34587.640000 sec): 3 clusters
  Score: Raw -1138183.154881 + Penalty 2961.349666 = -1135221.805215
  nChanged 7
		SP:Iteration 74Q (34587.800000 sec): 3 clusters
  Score: Raw -1138184.606249 + Penalty 2961.349666 = -1135223.256583
  nChanged 12
		SP:Iteration 75Q (34588.000000 sec): 3 clusters
  Score: Raw -1138186.058040 + Penalty 2961.349666 = -1135224.708375
  nChanged 2
		SP:Iteration 76Q (34588.250000 sec): 3 clusters
  Score: Raw -1138186.316317 + Penalty 2961.349666 = -1135224.966652
  nChanged 3
		SP:Iteration 77Q (34588.420000 sec): 3 clusters
  Score: Raw -1138186.680437 + Penalty 2961.349666 = -1135225.330771
  nChanged 3
		SP:Iteration 78Q (34588.590000 sec): 3 clusters
  Score: Raw -1138187.130345 + Penalty 2961.349666 = -1135225.780679
  nChanged 3
		SP:Iteration 79Q (34588.850000 sec): 3 clusters
  Score: Raw -1138187.479179 + Penalty 2961.349666 = -1135226.129514
  nChanged 2
		SP:Iteration 80F (34589.050000 sec): 3 clusters
  Score: Raw -1138187.853666 + Penalty 2961.349666 = -1135226.504000
  nChanged 2
		SP:Iteration 81Q (34589.320000 sec): 3 clusters
  Score: Raw -1138188.061957 + Penalty 2961.349666 = -1135226.712292
  nChanged 1
		SP:Iteration 82Q (34589.450000 sec): 3 clusters
  Score: Raw -1138188.197892 + Penalty 2961.349666 = -1135226.848227
  nChanged 2
		SP:Iteration 83Q (34589.610000 sec): 3 clusters
  Score: Raw -1138188.482489 + Penalty 2961.349666 = -1135227.132823
  nChanged 1
		SP:Iteration 84Q (34589.770000 sec): 3 clusters
  Score: Raw -1138188.585386 + Penalty 2961.349666 = -1135227.235720
  nChanged 0
		SP:Iteration 85F (34590.000000 sec): 3 clusters
  Score: Raw -1138188.585386 + Penalty 2961.349666 = -1135227.235720
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 56 (165 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (34590.070000 sec): 2 clusters
  Score: Raw -19829.774858 + Penalty 829.716140 = -19000.058718
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (34590.210000 sec): 3 clusters
  Score: Raw -19986.683499 + Penalty 1659.432279 = -18327.251220
  nChanged 13
		SP:Iteration 1F (34590.450000 sec): 3 clusters
  Score: Raw -20029.160533 + Penalty 1659.432279 = -18369.728254
  nChanged 3
		SP:Iteration 2Q (34590.580000 sec): 3 clusters
  Score: Raw -20042.411372 + Penalty 1659.432279 = -18382.979093
  nChanged 0
		SP:Iteration 3F (34590.740000 sec): 3 clusters
  Score: Raw -20042.411372 + Penalty 1659.432279 = -18382.979093
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 57 (33679 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (34591.000000 sec): 2 clusters
  Score: Raw -4076271.290980 + Penalty 1694.002339 = -4074577.288641
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (34591.340000 sec): 3 clusters
  Score: Raw -4055416.955101 + Penalty 3388.004677 = -4052028.950423
  nChanged 15542
		SP:Iteration 1F (34591.680000 sec): 3 clusters
  Score: Raw -4064082.316606 + Penalty 3388.004677 = -4060694.311928
  nChanged 1373
		SP:Iteration 2Q (34592.110000 sec): 3 clusters
  Score: Raw -4064462.131759 + Penalty 3388.004677 = -4061074.127082
  nChanged 1249
		SP:Iteration 3Q (34592.450000 sec): 3 clusters
  Score: Raw -4064817.210431 + Penalty 3388.004677 = -4061429.205754
  nChanged 1240
		SP:Iteration 4Q (34592.810000 sec): 3 clusters
  Score: Raw -4065245.455759 + Penalty 3388.004677 = -4061857.451082
  nChanged 1367
		SP:Iteration 5Q (34593.150000 sec): 3 clusters
  Score: Raw -4065812.720353 + Penalty 3388.004677 = -4062424.715675
  nChanged 1457
		SP:Iteration 6Q (34593.610000 sec): 3 clusters
  Score: Raw -4066478.103987 + Penalty 3388.004677 = -4063090.099310
  nChanged 1610
		SP:Iteration 7Q (34593.990000 sec): 3 clusters
  Score: Raw -4067382.037106 + Penalty 3388.004677 = -4063994.032428
  nChanged 1793
		SP:Iteration 8F (34594.350000 sec): 3 clusters
  Score: Raw -4068596.829743 + Penalty 3388.004677 = -4065208.825066
  nChanged 1985
		SP:Iteration 9F (34594.730000 sec): 3 clusters
  Score: Raw -4070049.133914 + Penalty 3388.004677 = -4066661.129236
  nChanged 1910
		SP:Iteration 10F (34595.090000 sec): 3 clusters
  Score: Raw -4071439.943710 + Penalty 3388.004677 = -4068051.939033
  nChanged 1587
		SP:Iteration 11Q (34595.480000 sec): 3 clusters
  Score: Raw -4072397.834639 + Penalty 3388.004677 = -4069009.829961
  nChanged 1206
		SP:Iteration 12Q (34595.790000 sec): 3 clusters
  Score: Raw -4072936.371441 + Penalty 3388.004677 = -4069548.366763
  nChanged 840
		SP:Iteration 13Q (34596.080000 sec): 3 clusters
  Score: Raw -4073252.093942 + Penalty 3388.004677 = -4069864.089265
  nChanged 634
		SP:Iteration 14Q (34596.420000 sec): 3 clusters
  Score: Raw -4073450.317868 + Penalty 3388.004677 = -4070062.313191
  nChanged 470
		SP:Iteration 15Q (34596.790000 sec): 3 clusters
  Score: Raw -4073584.653088 + Penalty 3388.004677 = -4070196.648410
  nChanged 423
		SP:Iteration 16Q (34597.220000 sec): 3 clusters
  Score: Raw -4073698.339301 + Penalty 3388.004677 = -4070310.334623
  nChanged 372
		SP:Iteration 17Q (34597.600000 sec): 3 clusters
  Score: Raw -4073788.488387 + Penalty 3388.004677 = -4070400.483710
  nChanged 329
		SP:Iteration 18Q (34597.910000 sec): 3 clusters
  Score: Raw -4073865.177206 + Penalty 3388.004677 = -4070477.172528
  nChanged 297
		SP:Iteration 19Q (34598.320000 sec): 3 clusters
  Score: Raw -4073921.521871 + Penalty 3388.004677 = -4070533.517193
  nChanged 249
		SP:Iteration 20F (34598.680000 sec): 3 clusters
  Score: Raw -4073967.448752 + Penalty 3388.004677 = -4070579.444075
  nChanged 230
		SP:Iteration 21Q (34599.040000 sec): 3 clusters
  Score: Raw -4074002.987630 + Penalty 3388.004677 = -4070614.982953
  nChanged 189
		SP:Iteration 22Q (34599.390000 sec): 3 clusters
  Score: Raw -4074029.270683 + Penalty 3388.004677 = -4070641.266006
  nChanged 175
		SP:Iteration 23Q (34599.800000 sec): 3 clusters
  Score: Raw -4074055.964104 + Penalty 3388.004677 = -4070667.959426
  nChanged 169
		SP:Iteration 24Q (34600.210000 sec): 3 clusters
  Score: Raw -4074081.007754 + Penalty 3388.004677 = -4070693.003077
  nChanged 175
		SP:Iteration 25Q (34600.570000 sec): 3 clusters
  Score: Raw -4074105.022262 + Penalty 3388.004677 = -4070717.017585
  nChanged 160
		SP:Iteration 26Q (34600.980000 sec): 3 clusters
  Score: Raw -4074125.573263 + Penalty 3388.004677 = -4070737.568585
  nChanged 135
		SP:Iteration 27Q (34601.400000 sec): 3 clusters
  Score: Raw -4074141.012131 + Penalty 3388.004677 = -4070753.007454
  nChanged 129
		SP:Iteration 28Q (34601.760000 sec): 3 clusters
  Score: Raw -4074155.059464 + Penalty 3388.004677 = -4070767.054786
  nChanged 127
		SP:Iteration 29Q (34602.140000 sec): 3 clusters
  Score: Raw -4074169.027991 + Penalty 3388.004677 = -4070781.023314
  nChanged 116
		SP:Iteration 30Q (34602.540000 sec): 3 clusters
  Score: Raw -4074180.975180 + Penalty 3388.004677 = -4070792.970502
  nChanged 106
		SP:Iteration 31Q (34602.920000 sec): 3 clusters
  Score: Raw -4074192.024182 + Penalty 3388.004677 = -4070804.019504
  nChanged 108
		SP:Iteration 32Q (34603.260000 sec): 3 clusters
  Score: Raw -4074202.652044 + Penalty 3388.004677 = -4070814.647367
  nChanged 111
		SP:Iteration 33Q (34603.680000 sec): 3 clusters
  Score: Raw -4074212.720049 + Penalty 3388.004677 = -4070824.715371
  nChanged 101
		SP:Iteration 34Q (34604.050000 sec): 3 clusters
  Score: Raw -4074221.999928 + Penalty 3388.004677 = -4070833.995250
  nChanged 96
		SP:Iteration 35Q (34604.430000 sec): 3 clusters
  Score: Raw -4074232.034208 + Penalty 3388.004677 = -4070844.029531
  nChanged 114
		SP:Iteration 36Q (34604.770000 sec): 3 clusters
  Score: Raw -4074242.922951 + Penalty 3388.004677 = -4070854.918273
  nChanged 109
		SP:Iteration 37Q (34605.170000 sec): 3 clusters
  Score: Raw -4074254.358200 + Penalty 3388.004677 = -4070866.353523
  nChanged 117
		SP:Iteration 38Q (34605.560000 sec): 3 clusters
  Score: Raw -4074267.953009 + Penalty 3388.004677 = -4070879.948332
  nChanged 121
		SP:Iteration 39Q (34605.870000 sec): 3 clusters
  Score: Raw -4074281.745840 + Penalty 3388.004677 = -4070893.741162
  nChanged 124
		SP:Iteration 40F (34606.210000 sec): 3 clusters
  Score: Raw -4074295.696105 + Penalty 3388.004677 = -4070907.691428
  nChanged 118
		SP:Iteration 41Q (34606.630000 sec): 3 clusters
  Score: Raw -4074308.027762 + Penalty 3388.004677 = -4070920.023084
  nChanged 110
		SP:Iteration 42Q (34606.960000 sec): 3 clusters
  Score: Raw -4074319.627208 + Penalty 3388.004677 = -4070931.622530
  nChanged 118
		SP:Iteration 43Q (34607.310000 sec): 3 clusters
  Score: Raw -4074332.385332 + Penalty 3388.004677 = -4070944.380655
  nChanged 129
		SP:Iteration 44Q (34607.730000 sec): 3 clusters
  Score: Raw -4074346.980446 + Penalty 3388.004677 = -4070958.975768
  nChanged 106
		SP:Iteration 45Q (34608.120000 sec): 3 clusters
  Score: Raw -4074357.466072 + Penalty 3388.004677 = -4070969.461394
  nChanged 93
		SP:Iteration 46Q (34608.450000 sec): 3 clusters
  Score: Raw -4074367.562212 + Penalty 3388.004677 = -4070979.557534
  nChanged 113
		SP:Iteration 47Q (34608.850000 sec): 3 clusters
  Score: Raw -4074382.397559 + Penalty 3388.004677 = -4070994.392882
  nChanged 140
		SP:Iteration 48Q (34609.240000 sec): 3 clusters
  Score: Raw -4074398.292410 + Penalty 3388.004677 = -4071010.287733
  nChanged 150
		SP:Iteration 49Q (34609.670000 sec): 3 clusters
  Score: Raw -4074415.444959 + Penalty 3388.004677 = -4071027.440281
  nChanged 152
		SP:Iteration 50Q (34609.970000 sec): 3 clusters
  Score: Raw -4074435.507064 + Penalty 3388.004677 = -4071047.502386
  nChanged 164
		SP:Iteration 51Q (34610.310000 sec): 3 clusters
  Score: Raw -4074458.414981 + Penalty 3388.004677 = -4071070.410304
  nChanged 153
		SP:Iteration 52Q (34610.780000 sec): 3 clusters
  Score: Raw -4074475.793495 + Penalty 3388.004677 = -4071087.788817
  nChanged 138
		SP:Iteration 53Q (34611.180000 sec): 3 clusters
  Score: Raw -4074491.804239 + Penalty 3388.004677 = -4071103.799561
  nChanged 142
		SP:Iteration 54Q (34611.500000 sec): 3 clusters
  Score: Raw -4074507.764682 + Penalty 3388.004677 = -4071119.760004
  nChanged 125
		SP:Iteration 55Q (34611.890000 sec): 3 clusters
  Score: Raw -4074521.806521 + Penalty 3388.004677 = -4071133.801844
  nChanged 140
		SP:Iteration 56Q (34612.250000 sec): 3 clusters
  Score: Raw -4074539.160569 + Penalty 3388.004677 = -4071151.155891
  nChanged 162
		SP:Iteration 57Q (34612.600000 sec): 3 clusters
  Score: Raw -4074561.533483 + Penalty 3388.004677 = -4071173.528806
  nChanged 159
		SP:Iteration 58Q (34612.940000 sec): 3 clusters
  Score: Raw -4074581.902066 + Penalty 3388.004677 = -4071193.897389
  nChanged 142
		SP:Iteration 59Q (34613.290000 sec): 3 clusters
  Score: Raw -4074598.948321 + Penalty 3388.004677 = -4071210.943644
  nChanged 138
		SP:Iteration 60F (34613.670000 sec): 3 clusters
  Score: Raw -4074615.157546 + Penalty 3388.004677 = -4071227.152868
  nChanged 133
		SP:Iteration 61Q (34614.040000 sec): 3 clusters
  Score: Raw -4074630.267349 + Penalty 3388.004677 = -4071242.262671
  nChanged 135
		SP:Iteration 62Q (34614.420000 sec): 3 clusters
  Score: Raw -4074645.897046 + Penalty 3388.004677 = -4071257.892369
  nChanged 145
		SP:Iteration 63Q (34614.740000 sec): 3 clusters
  Score: Raw -4074663.112328 + Penalty 3388.004677 = -4071275.107650
  nChanged 158
		SP:Iteration 64Q (34615.130000 sec): 3 clusters
  Score: Raw -4074684.536604 + Penalty 3388.004677 = -4071296.531926
  nChanged 144
		SP:Iteration 65Q (34615.440000 sec): 3 clusters
  Score: Raw -4074701.370686 + Penalty 3388.004677 = -4071313.366009
  nChanged 136
		SP:Iteration 66Q (34615.800000 sec): 3 clusters
  Score: Raw -4074715.918062 + Penalty 3388.004677 = -4071327.913385
  nChanged 124
		SP:Iteration 67Q (34616.190000 sec): 3 clusters
  Score: Raw -4074729.489367 + Penalty 3388.004677 = -4071341.484690
  nChanged 116
		SP:Iteration 68Q (34616.580000 sec): 3 clusters
  Score: Raw -4074742.693078 + Penalty 3388.004677 = -4071354.688401
  nChanged 123
		SP:Iteration 69Q (34616.920000 sec): 3 clusters
  Score: Raw -4074755.875127 + Penalty 3388.004677 = -4071367.870449
  nChanged 110
		SP:Iteration 70Q (34617.290000 sec): 3 clusters
  Score: Raw -4074766.564675 + Penalty 3388.004677 = -4071378.559997
  nChanged 105
		SP:Iteration 71Q (34617.670000 sec): 3 clusters
  Score: Raw -4074775.464954 + Penalty 3388.004677 = -4071387.460277
  nChanged 89
		SP:Iteration 72Q (34618.040000 sec): 3 clusters
  Score: Raw -4074784.219611 + Penalty 3388.004677 = -4071396.214933
  nChanged 93
		SP:Iteration 73Q (34618.430000 sec): 3 clusters
  Score: Raw -4074792.383539 + Penalty 3388.004677 = -4071404.378861
  nChanged 84
		SP:Iteration 74Q (34618.790000 sec): 3 clusters
  Score: Raw -4074800.109086 + Penalty 3388.004677 = -4071412.104409
  nChanged 75
		SP:Iteration 75Q (34619.210000 sec): 3 clusters
  Score: Raw -4074807.044031 + Penalty 3388.004677 = -4071419.039353
  nChanged 81
		SP:Iteration 76Q (34619.590000 sec): 3 clusters
  Score: Raw -4074815.499093 + Penalty 3388.004677 = -4071427.494416
  nChanged 94
		SP:Iteration 77Q (34619.880000 sec): 3 clusters
  Score: Raw -4074824.351417 + Penalty 3388.004677 = -4071436.346739
  nChanged 84
		SP:Iteration 78Q (34620.300000 sec): 3 clusters
  Score: Raw -4074832.567952 + Penalty 3388.004677 = -4071444.563274
  nChanged 86
		SP:Iteration 79Q (34620.590000 sec): 3 clusters
  Score: Raw -4074839.986643 + Penalty 3388.004677 = -4071451.981966
  nChanged 70
		SP:Iteration 80F (34620.930000 sec): 3 clusters
  Score: Raw -4074845.369808 + Penalty 3388.004677 = -4071457.365131
  nChanged 63
		SP:Iteration 81Q (34621.250000 sec): 3 clusters
  Score: Raw -4074850.338595 + Penalty 3388.004677 = -4071462.333917
  nChanged 50
		SP:Iteration 82Q (34621.590000 sec): 3 clusters
  Score: Raw -4074854.153535 + Penalty 3388.004677 = -4071466.148857
  nChanged 50
		SP:Iteration 83Q (34621.930000 sec): 3 clusters
  Score: Raw -4074858.218859 + Penalty 3388.004677 = -4071470.214182
  nChanged 49
		SP:Iteration 84Q (34622.290000 sec): 3 clusters
  Score: Raw -4074861.573244 + Penalty 3388.004677 = -4071473.568567
  nChanged 46
		SP:Iteration 85Q (34622.660000 sec): 3 clusters
  Score: Raw -4074865.230194 + Penalty 3388.004677 = -4071477.225516
  nChanged 39
		SP:Iteration 86Q (34623.030000 sec): 3 clusters
  Score: Raw -4074867.494973 + Penalty 3388.004677 = -4071479.490296
  nChanged 28
		SP:Iteration 87Q (34623.360000 sec): 3 clusters
  Score: Raw -4074869.041186 + Penalty 3388.004677 = -4071481.036509
  nChanged 27
		SP:Iteration 88Q (34623.760000 sec): 3 clusters
  Score: Raw -4074870.288927 + Penalty 3388.004677 = -4071482.284250
  nChanged 18
		SP:Iteration 89Q (34624.090000 sec): 3 clusters
  Score: Raw -4074870.971440 + Penalty 3388.004677 = -4071482.966763
  nChanged 18
		SP:Iteration 90Q (34624.410000 sec): 3 clusters
  Score: Raw -4074871.794437 + Penalty 3388.004677 = -4071483.789759
  nChanged 19
		SP:Iteration 91Q (34624.770000 sec): 3 clusters
  Score: Raw -4074872.943556 + Penalty 3388.004677 = -4071484.938879
  nChanged 36
		SP:Iteration 92Q (34625.090000 sec): 3 clusters
  Score: Raw -4074875.126327 + Penalty 3388.004677 = -4071487.121650
  nChanged 31
		SP:Iteration 93Q (34625.440000 sec): 3 clusters
  Score: Raw -4074876.931716 + Penalty 3388.004677 = -4071488.927038
  nChanged 35
		SP:Iteration 94Q (34625.840000 sec): 3 clusters
  Score: Raw -4074879.176029 + Penalty 3388.004677 = -4071491.171351
  nChanged 41
		SP:Iteration 95Q (34626.200000 sec): 3 clusters
  Score: Raw -4074882.057877 + Penalty 3388.004677 = -4071494.053200
  nChanged 39
		SP:Iteration 96Q (34626.620000 sec): 3 clusters
  Score: Raw -4074884.928411 + Penalty 3388.004677 = -4071496.923734
  nChanged 33
		SP:Iteration 97Q (34627.000000 sec): 3 clusters
  Score: Raw -4074887.161849 + Penalty 3388.004677 = -4071499.157171
  nChanged 35
		SP:Iteration 98Q (34627.350000 sec): 3 clusters
  Score: Raw -4074889.329781 + Penalty 3388.004677 = -4071501.325104
  nChanged 29
		SP:Iteration 99Q (34627.740000 sec): 3 clusters
  Score: Raw -4074890.886142 + Penalty 3388.004677 = -4071502.881465
  nChanged 26
		SP:Iteration 100F (34628.120000 sec): 3 clusters
  Score: Raw -4074892.363991 + Penalty 3388.004677 = -4071504.359313
  nChanged 23
		SP:Iteration 101Q (34628.560000 sec): 3 clusters
  Score: Raw -4074893.562775 + Penalty 3388.004677 = -4071505.558098
  nChanged 25
		SP:Iteration 102Q (34628.960000 sec): 3 clusters
  Score: Raw -4074894.942229 + Penalty 3388.004677 = -4071506.937551
  nChanged 26
		SP:Iteration 103Q (34629.380000 sec): 3 clusters
  Score: Raw -4074896.157213 + Penalty 3388.004677 = -4071508.152536
  nChanged 18
		SP:Iteration 104Q (34629.780000 sec): 3 clusters
  Score: Raw -4074896.952091 + Penalty 3388.004677 = -4071508.947413
  nChanged 17
		SP:Iteration 105Q (34630.090000 sec): 3 clusters
  Score: Raw -4074897.897231 + Penalty 3388.004677 = -4071509.892553
  nChanged 15
		SP:Iteration 106Q (34630.420000 sec): 3 clusters
  Score: Raw -4074898.492305 + Penalty 3388.004677 = -4071510.487627
  nChanged 9
		SP:Iteration 107Q (34630.760000 sec): 3 clusters
  Score: Raw -4074898.920589 + Penalty 3388.004677 = -4071510.915912
  nChanged 11
		SP:Iteration 108Q (34631.120000 sec): 3 clusters
  Score: Raw -4074899.379064 + Penalty 3388.004677 = -4071511.374387
  nChanged 10
		SP:Iteration 109Q (34631.530000 sec): 3 clusters
  Score: Raw -4074899.787106 + Penalty 3388.004677 = -4071511.782429
  nChanged 10
		SP:Iteration 110Q (34631.820000 sec): 3 clusters
  Score: Raw -4074900.153306 + Penalty 3388.004677 = -4071512.148629
  nChanged 13
		SP:Iteration 111Q (34632.180000 sec): 3 clusters
  Score: Raw -4074900.657523 + Penalty 3388.004677 = -4071512.652845
  nChanged 11
		SP:Iteration 112Q (34632.500000 sec): 3 clusters
  Score: Raw -4074901.124579 + Penalty 3388.004677 = -4071513.119901
  nChanged 9
		SP:Iteration 113Q (34632.820000 sec): 3 clusters
  Score: Raw -4074901.434919 + Penalty 3388.004677 = -4071513.430242
  nChanged 9
		SP:Iteration 114Q (34633.190000 sec): 3 clusters
  Score: Raw -4074901.726543 + Penalty 3388.004677 = -4071513.721865
  nChanged 8
		SP:Iteration 115Q (34633.540000 sec): 3 clusters
  Score: Raw -4074902.076520 + Penalty 3388.004677 = -4071514.071842
  nChanged 7
		SP:Iteration 116Q (34633.890000 sec): 3 clusters
  Score: Raw -4074902.323074 + Penalty 3388.004677 = -4071514.318397
  nChanged 10
		SP:Iteration 117Q (34634.200000 sec): 3 clusters
  Score: Raw -4074902.721000 + Penalty 3388.004677 = -4071514.716323
  nChanged 7
		SP:Iteration 118Q (34634.510000 sec): 3 clusters
  Score: Raw -4074902.882090 + Penalty 3388.004677 = -4071514.877412
  nChanged 4
		SP:Iteration 119Q (34634.880000 sec): 3 clusters
  Score: Raw -4074903.044666 + Penalty 3388.004677 = -4071515.039988
  nChanged 6
		SP:Iteration 120F (34635.200000 sec): 3 clusters
  Score: Raw -4074903.246958 + Penalty 3388.004677 = -4071515.242280
  nChanged 9
		SP:Iteration 121Q (34635.540000 sec): 3 clusters
  Score: Raw -4074903.519972 + Penalty 3388.004677 = -4071515.515294
  nChanged 8
		SP:Iteration 122Q (34635.850000 sec): 3 clusters
  Score: Raw -4074903.876751 + Penalty 3388.004677 = -4071515.872073
  nChanged 7
		SP:Iteration 123Q (34636.170000 sec): 3 clusters
  Score: Raw -4074904.107417 + Penalty 3388.004677 = -4071516.102739
  nChanged 5
		SP:Iteration 124Q (34636.540000 sec): 3 clusters
  Score: Raw -4074904.213546 + Penalty 3388.004677 = -4071516.208869
  nChanged 5
		SP:Iteration 125Q (34636.860000 sec): 3 clusters
  Score: Raw -4074904.451853 + Penalty 3388.004677 = -4071516.447175
  nChanged 3
		SP:Iteration 126Q (34637.220000 sec): 3 clusters
  Score: Raw -4074904.582107 + Penalty 3388.004677 = -4071516.577430
  nChanged 5
		SP:Iteration 127Q (34637.580000 sec): 3 clusters
  Score: Raw -4074904.807100 + Penalty 3388.004677 = -4071516.802422
  nChanged 5
		SP:Iteration 128Q (34637.930000 sec): 3 clusters
  Score: Raw -4074905.020666 + Penalty 3388.004677 = -4071517.015989
  nChanged 7
		SP:Iteration 129Q (34638.230000 sec): 3 clusters
  Score: Raw -4074905.279709 + Penalty 3388.004677 = -4071517.275032
  nChanged 4
		SP:Iteration 130Q (34638.610000 sec): 3 clusters
  Score: Raw -4074905.385319 + Penalty 3388.004677 = -4071517.380641
  nChanged 6
		SP:Iteration 131Q (34638.910000 sec): 3 clusters
  Score: Raw -4074905.536120 + Penalty 3388.004677 = -4071517.531443
  nChanged 5
		SP:Iteration 132Q (34639.260000 sec): 3 clusters
  Score: Raw -4074905.623560 + Penalty 3388.004677 = -4071517.618882
  nChanged 3
		SP:Iteration 133Q (34639.640000 sec): 3 clusters
  Score: Raw -4074905.787705 + Penalty 3388.004677 = -4071517.783027
  nChanged 6
		SP:Iteration 134Q (34640.020000 sec): 3 clusters
  Score: Raw -4074905.951829 + Penalty 3388.004677 = -4071517.947152
  nChanged 6
		SP:Iteration 135Q (34640.360000 sec): 3 clusters
  Score: Raw -4074906.139949 + Penalty 3388.004677 = -4071518.135271
  nChanged 6
		SP:Iteration 136Q (34640.710000 sec): 3 clusters
  Score: Raw -4074906.392464 + Penalty 3388.004677 = -4071518.387786
  nChanged 5
		SP:Iteration 137Q (34641.060000 sec): 3 clusters
  Score: Raw -4074906.593249 + Penalty 3388.004677 = -4071518.588571
  nChanged 3
		SP:Iteration 138Q (34641.460000 sec): 3 clusters
  Score: Raw -4074906.687096 + Penalty 3388.004677 = -4071518.682418
  nChanged 2
		SP:Iteration 139Q (34641.770000 sec): 3 clusters
  Score: Raw -4074906.742538 + Penalty 3388.004677 = -4071518.737861
  nChanged 2
		SP:Iteration 140F (34642.100000 sec): 3 clusters
  Score: Raw -4074906.773451 + Penalty 3388.004677 = -4071518.768773
  nChanged 1
		SP:Iteration 141Q (34642.500000 sec): 3 clusters
  Score: Raw -4074906.802885 + Penalty 3388.004677 = -4071518.798208
  nChanged 1
		SP:Iteration 142Q (34642.860000 sec): 3 clusters
  Score: Raw -4074906.812260 + Penalty 3388.004677 = -4071518.807583
  nChanged 0
		SP:Iteration 143F (34643.180000 sec): 3 clusters
  Score: Raw -4074906.812260 + Penalty 3388.004677 = -4071518.807583
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 58 (278 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (34643.290000 sec): 2 clusters
  Score: Raw -15224.577650 + Penalty 914.488431 = -14310.089219
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (34643.430000 sec): 3 clusters
  Score: Raw -15338.088169 + Penalty 1828.976862 = -13509.111307
  nChanged 65
		SP:Iteration 1F (34643.580000 sec): 3 clusters
  Score: Raw -15478.739685 + Penalty 1828.976862 = -13649.762823
  nChanged 16
		SP:Iteration 2F (34643.710000 sec): 3 clusters
  Score: Raw -15539.225031 + Penalty 1828.976862 = -13710.248169
  nChanged 10
		SP:Iteration 3Q (34643.850000 sec): 3 clusters
  Score: Raw -15563.087412 + Penalty 1828.976862 = -13734.110550
  nChanged 9
		SP:Iteration 4Q (34643.980000 sec): 3 clusters
  Score: Raw -15653.197790 + Penalty 1828.976862 = -13824.220928
  nChanged 10
		SP:Iteration 5Q (34644.120000 sec): 3 clusters
  Score: Raw -15733.425685 + Penalty 1828.976862 = -13904.448823
  nChanged 11
		SP:Iteration 6Q (34644.250000 sec): 3 clusters
  Score: Raw -15827.348879 + Penalty 1828.976862 = -13998.372017
  nChanged 9
		SP:Iteration 7Q (34644.440000 sec): 3 clusters
  Score: Raw -15857.056204 + Penalty 1828.976862 = -14028.079342
  nChanged 5
		SP:Iteration 8Q (34644.570000 sec): 3 clusters
  Score: Raw -15885.352357 + Penalty 1828.976862 = -14056.375495
  nChanged 3
		SP:Iteration 9Q (34644.690000 sec): 3 clusters
  Score: Raw -15894.187398 + Penalty 1828.976862 = -14065.210536
  nChanged 3
		SP:Iteration 10Q (34644.820000 sec): 3 clusters
  Score: Raw -15907.263876 + Penalty 1828.976862 = -14078.287014
  nChanged 1
		SP:Iteration 11Q (34644.950000 sec): 3 clusters
  Score: Raw -15913.120012 + Penalty 1828.976862 = -14084.143150
  nChanged 0
		SP:Iteration 12F (34645.080000 sec): 3 clusters
  Score: Raw -15913.120012 + Penalty 1828.976862 = -14084.143150
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 59 (4904 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (34645.190000 sec): 2 clusters
  Score: Raw -595943.354882 + Penalty 1380.893553 = -594562.461329
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (34645.450000 sec): 3 clusters
  Score: Raw -593391.659006 + Penalty 2761.787105 = -590629.871901
  nChanged 1957
		SP:Iteration 1F (34645.630000 sec): 3 clusters
  Score: Raw -594440.601943 + Penalty 2761.787105 = -591678.814837
  nChanged 352
		SP:Iteration 2F (34645.840000 sec): 3 clusters
  Score: Raw -594608.759429 + Penalty 2761.787105 = -591846.972324
  nChanged 237
		SP:Iteration 3Q (34646.020000 sec): 3 clusters
  Score: Raw -594706.940602 + Penalty 2761.787105 = -591945.153497
  nChanged 177
		SP:Iteration 4Q (34646.190000 sec): 3 clusters
  Score: Raw -594783.444213 + Penalty 2761.787105 = -592021.657108
  nChanged 173
		SP:Iteration 5Q (34646.370000 sec): 3 clusters
  Score: Raw -594861.374087 + Penalty 2761.787105 = -592099.586981
  nChanged 138
		SP:Iteration 6Q (34646.560000 sec): 3 clusters
  Score: Raw -594927.489387 + Penalty 2761.787105 = -592165.702282
  nChanged 137
		SP:Iteration 7Q (34646.780000 sec): 3 clusters
  Score: Raw -594997.424393 + Penalty 2761.787105 = -592235.637288
  nChanged 129
		SP:Iteration 8Q (34646.990000 sec): 3 clusters
  Score: Raw -595068.351390 + Penalty 2761.787105 = -592306.564285
  nChanged 152
		SP:Iteration 9Q (34647.190000 sec): 3 clusters
  Score: Raw -595153.569963 + Penalty 2761.787105 = -592391.782858
  nChanged 155
		SP:Iteration 10Q (34647.410000 sec): 3 clusters
  Score: Raw -595249.167150 + Penalty 2761.787105 = -592487.380045
  nChanged 166
		SP:Iteration 11Q (34647.580000 sec): 3 clusters
  Score: Raw -595355.757335 + Penalty 2761.787105 = -592593.970230
  nChanged 161
		SP:Iteration 12Q (34647.800000 sec): 3 clusters
  Score: Raw -595457.982652 + Penalty 2761.787105 = -592696.195547
  nChanged 162
		SP:Iteration 13Q (34647.990000 sec): 3 clusters
  Score: Raw -595580.161447 + Penalty 2761.787105 = -592818.374341
  nChanged 170
		SP:Iteration 14Q (34648.140000 sec): 3 clusters
  Score: Raw -595721.603671 + Penalty 2761.787105 = -592959.816566
  nChanged 134
		SP:Iteration 15Q (34648.300000 sec): 3 clusters
  Score: Raw -595832.131116 + Penalty 2761.787105 = -593070.344011
  nChanged 114
		SP:Iteration 16Q (34648.470000 sec): 3 clusters
  Score: Raw -595927.660051 + Penalty 2761.787105 = -593165.872946
  nChanged 83
		SP:Iteration 17Q (34648.680000 sec): 3 clusters
  Score: Raw -596006.050718 + Penalty 2761.787105 = -593244.263613
  nChanged 55
		SP:Iteration 18Q (34648.840000 sec): 3 clusters
  Score: Raw -596059.992696 + Penalty 2761.787105 = -593298.205591
  nChanged 42
		SP:Iteration 19Q (34649.000000 sec): 3 clusters
  Score: Raw -596102.208005 + Penalty 2761.787105 = -593340.420899
  nChanged 19
		SP:Iteration 20F (34649.200000 sec): 3 clusters
  Score: Raw -596119.754033 + Penalty 2761.787105 = -593357.966928
  nChanged 20
		SP:Iteration 21Q (34649.360000 sec): 3 clusters
  Score: Raw -596139.106306 + Penalty 2761.787105 = -593377.319201
  nChanged 17
		SP:Iteration 22Q (34649.590000 sec): 3 clusters
  Score: Raw -596156.011454 + Penalty 2761.787105 = -593394.224349
  nChanged 16
		SP:Iteration 23Q (34649.760000 sec): 3 clusters
  Score: Raw -596170.051410 + Penalty 2761.787105 = -593408.264305
  nChanged 9
		SP:Iteration 24Q (34649.920000 sec): 3 clusters
  Score: Raw -596181.081122 + Penalty 2761.787105 = -593419.294017
  nChanged 7
		SP:Iteration 25Q (34650.100000 sec): 3 clusters
  Score: Raw -596188.832962 + Penalty 2761.787105 = -593427.045857
  nChanged 7
		SP:Iteration 26Q (34650.220000 sec): 3 clusters
  Score: Raw -596194.306765 + Penalty 2761.787105 = -593432.519660
  nChanged 3
		SP:Iteration 27Q (34650.420000 sec): 3 clusters
  Score: Raw -596198.781813 + Penalty 2761.787105 = -593436.994708
  nChanged 0
		SP:Iteration 28F (34650.540000 sec): 3 clusters
  Score: Raw -596198.781813 + Penalty 2761.787105 = -593436.994708
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 60 (173 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (34650.620000 sec): 2 clusters
  Score: Raw -9955.847160 + Penalty 837.409884 = -9118.437275
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (34650.780000 sec): 3 clusters
  Score: Raw -10177.158407 + Penalty 1674.819768 = -8502.338639
  nChanged 35
		SP:Iteration 1F (34650.950000 sec): 3 clusters
  Score: Raw -10312.706021 + Penalty 1674.819768 = -8637.886253
  nChanged 9
		SP:Iteration 2F (34651.140000 sec): 3 clusters
  Score: Raw -10371.063061 + Penalty 1674.819768 = -8696.243292
  nChanged 4
		SP:Iteration 3Q (34651.280000 sec): 3 clusters
  Score: Raw -10399.921056 + Penalty 1674.819768 = -8725.101288
  nChanged 6
		SP:Iteration 4Q (34651.450000 sec): 3 clusters
  Score: Raw -10444.348662 + Penalty 1674.819768 = -8769.528894
  nChanged 1
		SP:Iteration 5Q (34651.600000 sec): 3 clusters
  Score: Raw -10448.620595 + Penalty 1674.819768 = -8773.800827
  nChanged 1
		SP:Iteration 6Q (34651.800000 sec): 3 clusters
  Score: Raw -10450.741345 + Penalty 1674.819768 = -8775.921577
  nChanged 0
		SP:Iteration 7F (34652.000000 sec): 3 clusters
  Score: Raw -10450.741345 + Penalty 1674.819768 = -8775.921577
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 61 (255 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (34652.060000 sec): 2 clusters
  Score: Raw -23820.090541 + Penalty 900.455326 = -22919.635214
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (34652.220000 sec): 3 clusters
  Score: Raw -23937.834706 + Penalty 1800.910652 = -22136.924054
  nChanged 39
		SP:Iteration 1F (34652.440000 sec): 3 clusters
  Score: Raw -24030.765238 + Penalty 1800.910652 = -22229.854586
  nChanged 10
		SP:Iteration 2Q (34652.620000 sec): 3 clusters
  Score: Raw -24070.648572 + Penalty 1800.910652 = -22269.737920
  nChanged 7
		SP:Iteration 3Q (34652.790000 sec): 3 clusters
  Score: Raw -24101.736726 + Penalty 1800.910652 = -22300.826074
  nChanged 5
		SP:Iteration 4Q (34652.980000 sec): 3 clusters
  Score: Raw -24123.383884 + Penalty 1800.910652 = -22322.473232
  nChanged 2
		SP:Iteration 5Q (34653.090000 sec): 3 clusters
  Score: Raw -24130.363754 + Penalty 1800.910652 = -22329.453102
  nChanged 3
		SP:Iteration 6Q (34653.220000 sec): 3 clusters
  Score: Raw -24138.615295 + Penalty 1800.910652 = -22337.704642
  nChanged 4
		SP:Iteration 7Q (34653.390000 sec): 3 clusters
  Score: Raw -24151.995016 + Penalty 1800.910652 = -22351.084363
  nChanged 1
		SP:Iteration 8Q (34653.520000 sec): 3 clusters
  Score: Raw -24153.865832 + Penalty 1800.910652 = -22352.955180
  nChanged 2
		SP:Iteration 9Q (34653.700000 sec): 3 clusters
  Score: Raw -24169.301757 + Penalty 1800.910652 = -22368.391105
  nChanged 4
		SP:Iteration 10Q (34653.900000 sec): 3 clusters
  Score: Raw -24182.232083 + Penalty 1800.910652 = -22381.321431
  nChanged 1
		SP:Iteration 11Q (34654.060000 sec): 3 clusters
  Score: Raw -24186.012478 + Penalty 1800.910652 = -22385.101826
  nChanged 0
		SP:Iteration 12F (34654.220000 sec): 3 clusters
  Score: Raw -24186.012478 + Penalty 1800.910652 = -22385.101826
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 62 (332 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (34654.310000 sec): 2 clusters
  Score: Raw -24641.805784 + Penalty 943.334432 = -23698.471352
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (34654.520000 sec): 3 clusters
  Score: Raw -24762.881363 + Penalty 1886.668865 = -22876.212498
  nChanged 84
		SP:Iteration 1F (34654.710000 sec): 3 clusters
  Score: Raw -24973.145569 + Penalty 1886.668865 = -23086.476705
  nChanged 21
		SP:Iteration 2F (34654.920000 sec): 3 clusters
  Score: Raw -25013.896309 + Penalty 1886.668865 = -23127.227445
  nChanged 16
		SP:Iteration 3Q (34655.080000 sec): 3 clusters
  Score: Raw -25046.671480 + Penalty 1886.668865 = -23160.002615
  nChanged 8
		SP:Iteration 4Q (34655.230000 sec): 3 clusters
  Score: Raw -25060.246417 + Penalty 1886.668865 = -23173.577552
  nChanged 4
		SP:Iteration 5Q (34655.430000 sec): 3 clusters
  Score: Raw -25069.762793 + Penalty 1886.668865 = -23183.093928
  nChanged 1
		SP:Iteration 6Q (34655.590000 sec): 3 clusters
  Score: Raw -25071.203936 + Penalty 1886.668865 = -23184.535071
  nChanged 0
		SP:Iteration 7F (34655.760000 sec): 3 clusters
  Score: Raw -25071.203936 + Penalty 1886.668865 = -23184.535071
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 63 (3708 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (34655.840000 sec): 2 clusters
  Score: Raw -501782.277728 + Penalty 1335.465288 = -500446.812440
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (34656.020000 sec): 3 clusters
  Score: Raw -499948.234460 + Penalty 2670.930576 = -497277.303884
  nChanged 1429
		SP:Iteration 1F (34656.200000 sec): 3 clusters
  Score: Raw -500833.005661 + Penalty 2670.930576 = -498162.075084
  nChanged 331
		SP:Iteration 2F (34656.380000 sec): 3 clusters
  Score: Raw -501082.646292 + Penalty 2670.930576 = -498411.715715
  nChanged 212
		SP:Iteration 3F (34656.600000 sec): 3 clusters
  Score: Raw -501225.388247 + Penalty 2670.930576 = -498554.457671
  nChanged 177
		SP:Iteration 4Q (34656.780000 sec): 3 clusters
  Score: Raw -501346.884559 + Penalty 2670.930576 = -498675.953983
  nChanged 142
		SP:Iteration 5Q (34657.000000 sec): 3 clusters
  Score: Raw -501438.563171 + Penalty 2670.930576 = -498767.632595
  nChanged 115
		SP:Iteration 6Q (34657.200000 sec): 3 clusters
  Score: Raw -501508.906761 + Penalty 2670.930576 = -498837.976184
  nChanged 104
		SP:Iteration 7Q (34657.390000 sec): 3 clusters
  Score: Raw -501565.245454 + Penalty 2670.930576 = -498894.314878
  nChanged 87
		SP:Iteration 8Q (34657.580000 sec): 3 clusters
  Score: Raw -501615.888654 + Penalty 2670.930576 = -498944.958078
  nChanged 65
		SP:Iteration 9Q (34657.760000 sec): 3 clusters
  Score: Raw -501652.159615 + Penalty 2670.930576 = -498981.229039
  nChanged 56
		SP:Iteration 10Q (34657.960000 sec): 3 clusters
  Score: Raw -501678.207219 + Penalty 2670.930576 = -499007.276642
  nChanged 50
		SP:Iteration 11Q (34658.130000 sec): 3 clusters
  Score: Raw -501701.019990 + Penalty 2670.930576 = -499030.089414
  nChanged 35
		SP:Iteration 12Q (34658.300000 sec): 3 clusters
  Score: Raw -501713.661414 + Penalty 2670.930576 = -499042.730838
  nChanged 25
		SP:Iteration 13Q (34658.460000 sec): 3 clusters
  Score: Raw -501722.551924 + Penalty 2670.930576 = -499051.621348
  nChanged 21
		SP:Iteration 14Q (34658.610000 sec): 3 clusters
  Score: Raw -501729.743701 + Penalty 2670.930576 = -499058.813125
  nChanged 17
		SP:Iteration 15Q (34658.750000 sec): 3 clusters
  Score: Raw -501735.812221 + Penalty 2670.930576 = -499064.881644
  nChanged 20
		SP:Iteration 16Q (34658.910000 sec): 3 clusters
  Score: Raw -501742.821443 + Penalty 2670.930576 = -499071.890867
  nChanged 16
		SP:Iteration 17Q (34659.080000 sec): 3 clusters
  Score: Raw -501747.904571 + Penalty 2670.930576 = -499076.973995
  nChanged 17
		SP:Iteration 18Q (34659.190000 sec): 3 clusters
  Score: Raw -501756.825249 + Penalty 2670.930576 = -499085.894673
  nChanged 20
		SP:Iteration 19Q (34659.340000 sec): 3 clusters
  Score: Raw -501765.511140 + Penalty 2670.930576 = -499094.580564
  nChanged 23
		SP:Iteration 20F (34659.470000 sec): 3 clusters
  Score: Raw -501774.838932 + Penalty 2670.930576 = -499103.908356
  nChanged 22
		SP:Iteration 21Q (34659.640000 sec): 3 clusters
  Score: Raw -501783.140853 + Penalty 2670.930576 = -499112.210277
  nChanged 19
		SP:Iteration 22Q (34659.810000 sec): 3 clusters
  Score: Raw -501792.830880 + Penalty 2670.930576 = -499121.900304
  nChanged 25
		SP:Iteration 23Q (34659.960000 sec): 3 clusters
  Score: Raw -501805.779528 + Penalty 2670.930576 = -499134.848952
  nChanged 20
		SP:Iteration 24Q (34660.060000 sec): 3 clusters
  Score: Raw -501814.510972 + Penalty 2670.930576 = -499143.580395
  nChanged 18
		SP:Iteration 25Q (34660.180000 sec): 3 clusters
  Score: Raw -501822.403563 + Penalty 2670.930576 = -499151.472987
  nChanged 27
		SP:Iteration 26Q (34660.320000 sec): 3 clusters
  Score: Raw -501837.094180 + Penalty 2670.930576 = -499166.163604
  nChanged 26
		SP:Iteration 27Q (34660.460000 sec): 3 clusters
  Score: Raw -501850.458264 + Penalty 2670.930576 = -499179.527687
  nChanged 18
		SP:Iteration 28Q (34660.570000 sec): 3 clusters
  Score: Raw -501857.040058 + Penalty 2670.930576 = -499186.109482
  nChanged 7
		SP:Iteration 29Q (34660.700000 sec): 3 clusters
  Score: Raw -501860.347660 + Penalty 2670.930576 = -499189.417083
  nChanged 13
		SP:Iteration 30Q (34660.840000 sec): 3 clusters
  Score: Raw -501866.668657 + Penalty 2670.930576 = -499195.738081
  nChanged 16
		SP:Iteration 31Q (34660.990000 sec): 3 clusters
  Score: Raw -501872.407745 + Penalty 2670.930576 = -499201.477169
  nChanged 7
		SP:Iteration 32Q (34661.120000 sec): 3 clusters
  Score: Raw -501875.006684 + Penalty 2670.930576 = -499204.076108
  nChanged 7
		SP:Iteration 33Q (34661.250000 sec): 3 clusters
  Score: Raw -501877.896533 + Penalty 2670.930576 = -499206.965956
  nChanged 10
		SP:Iteration 34Q (34661.380000 sec): 3 clusters
  Score: Raw -501880.753055 + Penalty 2670.930576 = -499209.822479
  nChanged 8
		SP:Iteration 35Q (34661.500000 sec): 3 clusters
  Score: Raw -501884.014720 + Penalty 2670.930576 = -499213.084144
  nChanged 9
		SP:Iteration 36Q (34661.640000 sec): 3 clusters
  Score: Raw -501887.420896 + Penalty 2670.930576 = -499216.490320
  nChanged 5
		SP:Iteration 37Q (34661.810000 sec): 3 clusters
  Score: Raw -501888.888122 + Penalty 2670.930576 = -499217.957546
  nChanged 6
		SP:Iteration 38Q (34661.930000 sec): 3 clusters
  Score: Raw -501891.121168 + Penalty 2670.930576 = -499220.190592
  nChanged 9
		SP:Iteration 39Q (34662.060000 sec): 3 clusters
  Score: Raw -501894.969917 + Penalty 2670.930576 = -499224.039341
  nChanged 9
		SP:Iteration 40F (34662.200000 sec): 3 clusters
  Score: Raw -501899.561823 + Penalty 2670.930576 = -499228.631247
  nChanged 10
		SP:Iteration 41Q (34662.340000 sec): 3 clusters
  Score: Raw -501903.976176 + Penalty 2670.930576 = -499233.045600
  nChanged 11
		SP:Iteration 42Q (34662.470000 sec): 3 clusters
  Score: Raw -501910.064816 + Penalty 2670.930576 = -499239.134240
  nChanged 10
		SP:Iteration 43Q (34662.650000 sec): 3 clusters
  Score: Raw -501915.379297 + Penalty 2670.930576 = -499244.448721
  nChanged 8
		SP:Iteration 44Q (34662.780000 sec): 3 clusters
  Score: Raw -501919.179959 + Penalty 2670.930576 = -499248.249383
  nChanged 4
		SP:Iteration 45Q (34662.890000 sec): 3 clusters
  Score: Raw -501921.063598 + Penalty 2670.930576 = -499250.133021
  nChanged 7
		SP:Iteration 46Q (34662.990000 sec): 3 clusters
  Score: Raw -501924.678879 + Penalty 2670.930576 = -499253.748302
  nChanged 7
		SP:Iteration 47Q (34663.110000 sec): 3 clusters
  Score: Raw -501928.181718 + Penalty 2670.930576 = -499257.251142
  nChanged 3
		SP:Iteration 48Q (34663.220000 sec): 3 clusters
  Score: Raw -501929.709750 + Penalty 2670.930576 = -499258.779174
  nChanged 5
		SP:Iteration 49Q (34663.340000 sec): 3 clusters
  Score: Raw -501932.166539 + Penalty 2670.930576 = -499261.235963
  nChanged 11
		SP:Iteration 50Q (34663.490000 sec): 3 clusters
  Score: Raw -501936.694305 + Penalty 2670.930576 = -499265.763729
  nChanged 7
		SP:Iteration 51Q (34663.590000 sec): 3 clusters
  Score: Raw -501939.390487 + Penalty 2670.930576 = -499268.459911
  nChanged 3
		SP:Iteration 52Q (34663.730000 sec): 3 clusters
  Score: Raw -501940.082867 + Penalty 2670.930576 = -499269.152291
  nChanged 2
		SP:Iteration 53Q (34663.920000 sec): 3 clusters
  Score: Raw -501940.509116 + Penalty 2670.930576 = -499269.578540
  nChanged 2
		SP:Iteration 54Q (34664.100000 sec): 3 clusters
  Score: Raw -501941.303293 + Penalty 2670.930576 = -499270.372717
  nChanged 4
		SP:Iteration 55Q (34664.280000 sec): 3 clusters
  Score: Raw -501944.033862 + Penalty 2670.930576 = -499273.103286
  nChanged 8
		SP:Iteration 56Q (34664.420000 sec): 3 clusters
  Score: Raw -501949.568706 + Penalty 2670.930576 = -499278.638130
  nChanged 8
		SP:Iteration 57Q (34664.600000 sec): 3 clusters
  Score: Raw -501952.914568 + Penalty 2670.930576 = -499281.983992
  nChanged 9
		SP:Iteration 58Q (34664.740000 sec): 3 clusters
  Score: Raw -501956.655910 + Penalty 2670.930576 = -499285.725334
  nChanged 6
		SP:Iteration 59Q (34664.880000 sec): 3 clusters
  Score: Raw -501958.615356 + Penalty 2670.930576 = -499287.684780
  nChanged 3
		SP:Iteration 60F (34665.010000 sec): 3 clusters
  Score: Raw -501959.912980 + Penalty 2670.930576 = -499288.982404
  nChanged 3
		SP:Iteration 61Q (34665.160000 sec): 3 clusters
  Score: Raw -501960.820914 + Penalty 2670.930576 = -499289.890338
  nChanged 2
		SP:Iteration 62Q (34665.400000 sec): 3 clusters
  Score: Raw -501961.909588 + Penalty 2670.930576 = -499290.979011
  nChanged 2
		SP:Iteration 63Q (34665.590000 sec): 3 clusters
  Score: Raw -501962.604147 + Penalty 2670.930576 = -499291.673571
  nChanged 1
		SP:Iteration 64Q (34665.740000 sec): 3 clusters
  Score: Raw -501963.259773 + Penalty 2670.930576 = -499292.329197
  nChanged 3
		SP:Iteration 65Q (34665.920000 sec): 3 clusters
  Score: Raw -501964.544939 + Penalty 2670.930576 = -499293.614363
  nChanged 3
		SP:Iteration 66Q (34666.050000 sec): 3 clusters
  Score: Raw -501966.480378 + Penalty 2670.930576 = -499295.549802
  nChanged 5
		SP:Iteration 67Q (34666.210000 sec): 3 clusters
  Score: Raw -501969.855322 + Penalty 2670.930576 = -499298.924746
  nChanged 10
		SP:Iteration 68Q (34666.350000 sec): 3 clusters
  Score: Raw -501977.536138 + Penalty 2670.930576 = -499306.605562
  nChanged 6
		SP:Iteration 69Q (34666.560000 sec): 3 clusters
  Score: Raw -501982.100115 + Penalty 2670.930576 = -499311.169539
  nChanged 7
		SP:Iteration 70Q (34666.700000 sec): 3 clusters
  Score: Raw -501985.633081 + Penalty 2670.930576 = -499314.702505
  nChanged 5
		SP:Iteration 71Q (34666.900000 sec): 3 clusters
  Score: Raw -501987.787931 + Penalty 2670.930576 = -499316.857355
  nChanged 3
		SP:Iteration 72Q (34667.080000 sec): 3 clusters
  Score: Raw -501989.088021 + Penalty 2670.930576 = -499318.157444
  nChanged 2
		SP:Iteration 73Q (34667.260000 sec): 3 clusters
  Score: Raw -501990.370356 + Penalty 2670.930576 = -499319.439780
  nChanged 2
		SP:Iteration 74Q (34667.450000 sec): 3 clusters
  Score: Raw -501990.951367 + Penalty 2670.930576 = -499320.020791
  nChanged 1
		SP:Iteration 75Q (34667.600000 sec): 3 clusters
  Score: Raw -501991.348244 + Penalty 2670.930576 = -499320.417668
  nChanged 1
		SP:Iteration 76Q (34667.800000 sec): 3 clusters
  Score: Raw -501991.774380 + Penalty 2670.930576 = -499320.843804
  nChanged 1
		SP:Iteration 77Q (34667.950000 sec): 3 clusters
  Score: Raw -501992.184645 + Penalty 2670.930576 = -499321.254069
  nChanged 0
		SP:Iteration 78F (34668.110000 sec): 3 clusters
  Score: Raw -501992.184645 + Penalty 2670.930576 = -499321.254069
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 64 (10974 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (34668.260000 sec): 2 clusters
  Score: Raw -1322103.177037 + Penalty 1511.783669 = -1320591.393368
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (34668.460000 sec): 3 clusters
  Score: Raw -1315870.349725 + Penalty 3023.567338 = -1312846.782387
  nChanged 4804
		SP:Iteration 1F (34668.660000 sec): 3 clusters
  Score: Raw -1318504.939416 + Penalty 3023.567338 = -1315481.372078
  nChanged 704
		SP:Iteration 2F (34668.860000 sec): 3 clusters
  Score: Raw -1318815.678946 + Penalty 3023.567338 = -1315792.111608
  nChanged 552
		SP:Iteration 3F (34669.070000 sec): 3 clusters
  Score: Raw -1319056.885732 + Penalty 3023.567338 = -1316033.318394
  nChanged 487
		SP:Iteration 4Q (34669.270000 sec): 3 clusters
  Score: Raw -1319253.472916 + Penalty 3023.567338 = -1316229.905577
  nChanged 434
		SP:Iteration 5Q (34669.510000 sec): 3 clusters
  Score: Raw -1319438.001882 + Penalty 3023.567338 = -1316414.434544
  nChanged 402
		SP:Iteration 6Q (34669.750000 sec): 3 clusters
  Score: Raw -1319621.452674 + Penalty 3023.567338 = -1316597.885336
  nChanged 420
		SP:Iteration 7Q (34669.990000 sec): 3 clusters
  Score: Raw -1319842.676879 + Penalty 3023.567338 = -1316819.109540
  nChanged 420
		SP:Iteration 8Q (34670.270000 sec): 3 clusters
  Score: Raw -1320107.454833 + Penalty 3023.567338 = -1317083.887495
  nChanged 462
		SP:Iteration 9Q (34670.480000 sec): 3 clusters
  Score: Raw -1320428.448645 + Penalty 3023.567338 = -1317404.881307
  nChanged 442
		SP:Iteration 10Q (34670.720000 sec): 3 clusters
  Score: Raw -1320771.214305 + Penalty 3023.567338 = -1317747.646967
  nChanged 410
		SP:Iteration 11Q (34670.960000 sec): 3 clusters
  Score: Raw -1321105.071937 + Penalty 3023.567338 = -1318081.504598
  nChanged 372
		SP:Iteration 12Q (34671.200000 sec): 3 clusters
  Score: Raw -1321403.927270 + Penalty 3023.567338 = -1318380.359931
  nChanged 339
		SP:Iteration 13Q (34671.440000 sec): 3 clusters
  Score: Raw -1321696.520110 + Penalty 3023.567338 = -1318672.952772
  nChanged 290
		SP:Iteration 14Q (34671.680000 sec): 3 clusters
  Score: Raw -1321910.579283 + Penalty 3023.567338 = -1318887.011944
  nChanged 215
		SP:Iteration 15Q (34671.930000 sec): 3 clusters
  Score: Raw -1322043.439939 + Penalty 3023.567338 = -1319019.872600
  nChanged 162
		SP:Iteration 16Q (34672.170000 sec): 3 clusters
  Score: Raw -1322121.129992 + Penalty 3023.567338 = -1319097.562653
  nChanged 128
		SP:Iteration 17Q (34672.410000 sec): 3 clusters
  Score: Raw -1322176.864176 + Penalty 3023.567338 = -1319153.296838
  nChanged 109
		SP:Iteration 18Q (34672.660000 sec): 3 clusters
  Score: Raw -1322225.281349 + Penalty 3023.567338 = -1319201.714011
  nChanged 112
		SP:Iteration 19Q (34672.940000 sec): 3 clusters
  Score: Raw -1322277.434100 + Penalty 3023.567338 = -1319253.866762
  nChanged 109
		SP:Iteration 20F (34673.150000 sec): 3 clusters
  Score: Raw -1322322.142379 + Penalty 3023.567338 = -1319298.575041
  nChanged 77
		SP:Iteration 21Q (34673.360000 sec): 3 clusters
  Score: Raw -1322348.009477 + Penalty 3023.567338 = -1319324.442139
  nChanged 63
		SP:Iteration 22Q (34673.570000 sec): 3 clusters
  Score: Raw -1322372.938220 + Penalty 3023.567338 = -1319349.370882
  nChanged 52
		SP:Iteration 23Q (34673.770000 sec): 3 clusters
  Score: Raw -1322391.438493 + Penalty 3023.567338 = -1319367.871155
  nChanged 51
		SP:Iteration 24Q (34674.000000 sec): 3 clusters
  Score: Raw -1322407.534953 + Penalty 3023.567338 = -1319383.967615
  nChanged 42
		SP:Iteration 25Q (34674.220000 sec): 3 clusters
  Score: Raw -1322420.157059 + Penalty 3023.567338 = -1319396.589721
  nChanged 28
		SP:Iteration 26Q (34674.470000 sec): 3 clusters
  Score: Raw -1322429.225977 + Penalty 3023.567338 = -1319405.658639
  nChanged 23
		SP:Iteration 27Q (34674.680000 sec): 3 clusters
  Score: Raw -1322435.752279 + Penalty 3023.567338 = -1319412.184940
  nChanged 20
		SP:Iteration 28Q (34674.920000 sec): 3 clusters
  Score: Raw -1322439.602056 + Penalty 3023.567338 = -1319416.034718
  nChanged 10
		SP:Iteration 29Q (34675.200000 sec): 3 clusters
  Score: Raw -1322441.444818 + Penalty 3023.567338 = -1319417.877480
  nChanged 6
		SP:Iteration 30Q (34675.370000 sec): 3 clusters
  Score: Raw -1322443.322344 + Penalty 3023.567338 = -1319419.755006
  nChanged 5
		SP:Iteration 31Q (34675.600000 sec): 3 clusters
  Score: Raw -1322444.844838 + Penalty 3023.567338 = -1319421.277500
  nChanged 5
		SP:Iteration 32Q (34675.820000 sec): 3 clusters
  Score: Raw -1322446.185860 + Penalty 3023.567338 = -1319422.618522
  nChanged 6
		SP:Iteration 33Q (34676.020000 sec): 3 clusters
  Score: Raw -1322447.562351 + Penalty 3023.567338 = -1319423.995013
  nChanged 3
		SP:Iteration 34Q (34676.250000 sec): 3 clusters
  Score: Raw -1322447.926184 + Penalty 3023.567338 = -1319424.358845
  nChanged 3
		SP:Iteration 35Q (34676.500000 sec): 3 clusters
  Score: Raw -1322448.301564 + Penalty 3023.567338 = -1319424.734225
  nChanged 0
		SP:Iteration 36F (34676.690000 sec): 3 clusters
  Score: Raw -1322448.301564 + Penalty 3023.567338 = -1319424.734225
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 65 (137 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (34676.780000 sec): 2 clusters
  Score: Raw -6746.469758 + Penalty 799.496900 = -5946.972857
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (34676.930000 sec): 3 clusters
  Score: Raw -7003.752038 + Penalty 1598.993801 = -5404.758237
  nChanged 28
		SP:Iteration 1F (34677.070000 sec): 3 clusters
  Score: Raw -7114.660152 + Penalty 1598.993801 = -5515.666351
  nChanged 2
		SP:Iteration 2Q (34677.170000 sec): 3 clusters
  Score: Raw -7118.270017 + Penalty 1598.993801 = -5519.276216
  nChanged 0
		SP:Iteration 3F (34677.370000 sec): 3 clusters
  Score: Raw -7118.270017 + Penalty 1598.993801 = -5519.276216
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 66 (578 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (34677.460000 sec): 2 clusters
  Score: Raw -70878.238301 + Penalty 1033.430754 = -69844.807547
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (34677.610000 sec): 3 clusters
  Score: Raw -70754.428630 + Penalty 2066.861507 = -68687.567123
  nChanged 132
		SP:Iteration 1F (34677.790000 sec): 3 clusters
  Score: Raw -70926.012078 + Penalty 2066.861507 = -68859.150571
  nChanged 25
		SP:Iteration 2Q (34677.920000 sec): 3 clusters
  Score: Raw -70969.800401 + Penalty 2066.861507 = -68902.938894
  nChanged 22
		SP:Iteration 3Q (34678.100000 sec): 3 clusters
  Score: Raw -71009.942652 + Penalty 2066.861507 = -68943.081145
  nChanged 12
		SP:Iteration 4Q (34678.270000 sec): 3 clusters
  Score: Raw -71030.129263 + Penalty 2066.861507 = -68963.267755
  nChanged 12
		SP:Iteration 5Q (34678.420000 sec): 3 clusters
  Score: Raw -71042.970731 + Penalty 2066.861507 = -68976.109224
  nChanged 6
		SP:Iteration 6Q (34678.590000 sec): 3 clusters
  Score: Raw -71050.530657 + Penalty 2066.861507 = -68983.669149
  nChanged 4
		SP:Iteration 7Q (34678.750000 sec): 3 clusters
  Score: Raw -71059.252542 + Penalty 2066.861507 = -68992.391035
  nChanged 7
		SP:Iteration 8Q (34678.920000 sec): 3 clusters
  Score: Raw -71080.400590 + Penalty 2066.861507 = -69013.539083
  nChanged 8
		SP:Iteration 9Q (34679.090000 sec): 3 clusters
  Score: Raw -71098.989463 + Penalty 2066.861507 = -69032.127956
  nChanged 12
		SP:Iteration 10Q (34679.310000 sec): 3 clusters
  Score: Raw -71137.885130 + Penalty 2066.861507 = -69071.023623
  nChanged 13
		SP:Iteration 11Q (34679.470000 sec): 3 clusters
  Score: Raw -71192.819879 + Penalty 2066.861507 = -69125.958371
  nChanged 13
		SP:Iteration 12Q (34679.630000 sec): 3 clusters
  Score: Raw -71253.776067 + Penalty 2066.861507 = -69186.914560
  nChanged 12
		SP:Iteration 13Q (34679.710000 sec): 3 clusters
  Score: Raw -71274.615738 + Penalty 2066.861507 = -69207.754231
  nChanged 7
		SP:Iteration 14Q (34679.800000 sec): 3 clusters
  Score: Raw -71288.494496 + Penalty 2066.861507 = -69221.632989
  nChanged 6
		SP:Iteration 15Q (34679.920000 sec): 3 clusters
  Score: Raw -71301.734236 + Penalty 2066.861507 = -69234.872728
  nChanged 4
		SP:Iteration 16Q (34680.000000 sec): 3 clusters
  Score: Raw -71309.549596 + Penalty 2066.861507 = -69242.688089
  nChanged 4
		SP:Iteration 17Q (34680.150000 sec): 3 clusters
  Score: Raw -71312.647007 + Penalty 2066.861507 = -69245.785500
  nChanged 2
		SP:Iteration 18Q (34680.350000 sec): 3 clusters
  Score: Raw -71314.408569 + Penalty 2066.861507 = -69247.547062
  nChanged 1
		SP:Iteration 19Q (34680.480000 sec): 3 clusters
  Score: Raw -71316.341164 + Penalty 2066.861507 = -69249.479657
  nChanged 2
		SP:Iteration 20F (34680.690000 sec): 3 clusters
  Score: Raw -71318.790806 + Penalty 2066.861507 = -69251.929299
  nChanged 1
		SP:Iteration 21Q (34680.880000 sec): 3 clusters
  Score: Raw -71320.184166 + Penalty 2066.861507 = -69253.322659
  nChanged 1
		SP:Iteration 22Q (34681.010000 sec): 3 clusters
  Score: Raw -71320.648324 + Penalty 2066.861507 = -69253.786817
  nChanged 1
		SP:Iteration 23Q (34681.190000 sec): 3 clusters
  Score: Raw -71323.180268 + Penalty 2066.861507 = -69256.318761
  nChanged 1
		SP:Iteration 24Q (34681.350000 sec): 3 clusters
  Score: Raw -71325.428163 + Penalty 2066.861507 = -69258.566655
  nChanged 0
		SP:Iteration 25F (34681.490000 sec): 3 clusters
  Score: Raw -71325.428163 + Penalty 2066.861507 = -69258.566655
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 67 (179 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (34681.580000 sec): 2 clusters
  Score: Raw -13934.171712 + Penalty 842.950193 = -13091.221519
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (34681.710000 sec): 3 clusters
  Score: Raw -14096.969094 + Penalty 1685.900387 = -12411.068707
  nChanged 35
		SP:Iteration 1F (34681.880000 sec): 3 clusters
  Score: Raw -14258.828197 + Penalty 1685.900387 = -12572.927810
  nChanged 12
		SP:Iteration 2F (34682.030000 sec): 3 clusters
  Score: Raw -14342.222492 + Penalty 1685.900387 = -12656.322105
  nChanged 8
		SP:Iteration 3Q (34682.230000 sec): 3 clusters
  Score: Raw -14380.334021 + Penalty 1685.900387 = -12694.433634
  nChanged 3
		SP:Iteration 4Q (34682.390000 sec): 3 clusters
  Score: Raw -14416.598157 + Penalty 1685.900387 = -12730.697770
  nChanged 4
		SP:Iteration 5Q (34682.570000 sec): 3 clusters
  Score: Raw -14465.721666 + Penalty 1685.900387 = -12779.821279
  nChanged 2
		SP:Iteration 6Q (34682.750000 sec): 3 clusters
  Score: Raw -14475.173577 + Penalty 1685.900387 = -12789.273190
  nChanged 0
		SP:Iteration 7F (34682.920000 sec): 3 clusters
  Score: Raw -14475.223127 + Penalty 1685.900387 = -12789.322740
  nChanged 1
		SP:Iteration 8Q (34683.120000 sec): 3 clusters
  Score: Raw -14490.565623 + Penalty 1685.900387 = -12804.665236
  nChanged 0
		SP:Iteration 9F (34683.280000 sec): 3 clusters
  Score: Raw -14490.565623 + Penalty 1685.900387 = -12804.665236
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 68 (159 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (34683.330000 sec): 2 clusters
  Score: Raw -8115.716111 + Penalty 823.696933 = -7292.019178
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (34683.510000 sec): 3 clusters
  Score: Raw -8233.642569 + Penalty 1647.393866 = -6586.248704
  nChanged 19
		SP:Iteration 1F (34683.680000 sec): 3 clusters
  Score: Raw -8318.831744 + Penalty 1647.393866 = -6671.437879
  nChanged 1
		SP:Iteration 2Q (34683.850000 sec): 3 clusters
  Score: Raw -8329.143871 + Penalty 1647.393866 = -6681.750005
  nChanged 4
		SP:Iteration 3Q (34684.020000 sec): 3 clusters
  Score: Raw -8347.816785 + Penalty 1647.393866 = -6700.422919
  nChanged 2
		SP:Iteration 4Q (34684.170000 sec): 3 clusters
  Score: Raw -8354.044502 + Penalty 1647.393866 = -6706.650637
  nChanged 3
		SP:Iteration 5Q (34684.340000 sec): 3 clusters
  Score: Raw -8364.755482 + Penalty 1647.393866 = -6717.361617
  nChanged 1
		SP:Iteration 6Q (34684.560000 sec): 3 clusters
  Score: Raw -8366.949852 + Penalty 1647.393866 = -6719.555987
  nChanged 1
		SP:Iteration 7Q (34684.680000 sec): 3 clusters
  Score: Raw -8368.623689 + Penalty 1647.393866 = -6721.229823
  nChanged 1
		SP:Iteration 8Q (34684.840000 sec): 3 clusters
  Score: Raw -8370.737264 + Penalty 1647.393866 = -6723.343398
  nChanged 1
		SP:Iteration 9Q (34685.020000 sec): 3 clusters
  Score: Raw -8374.086834 + Penalty 1647.393866 = -6726.692969
  nChanged 1
		SP:Iteration 10Q (34685.200000 sec): 3 clusters
  Score: Raw -8377.044787 + Penalty 1647.393866 = -6729.650922
  nChanged 0
		SP:Iteration 11F (34685.380000 sec): 3 clusters
  Score: Raw -8377.044787 + Penalty 1647.393866 = -6729.650922
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 69 (9315 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (34685.490000 sec): 2 clusters
  Score: Raw -1165673.671217 + Penalty 1485.149458 = -1164188.521759
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (34685.700000 sec): 3 clusters
  Score: Raw -1160463.528813 + Penalty 2970.298917 = -1157493.229896
  nChanged 4005
		SP:Iteration 1F (34685.920000 sec): 3 clusters
  Score: Raw -1162590.695734 + Penalty 2970.298917 = -1159620.396817
  nChanged 549
		SP:Iteration 2F (34686.110000 sec): 3 clusters
  Score: Raw -1162808.681176 + Penalty 2970.298917 = -1159838.382259
  nChanged 452
		SP:Iteration 3Q (34686.290000 sec): 3 clusters
  Score: Raw -1162977.251461 + Penalty 2970.298917 = -1160006.952544
  nChanged 383
		SP:Iteration 4Q (34686.450000 sec): 3 clusters
  Score: Raw -1163144.220112 + Penalty 2970.298917 = -1160173.921195
  nChanged 426
		SP:Iteration 5Q (34686.650000 sec): 3 clusters
  Score: Raw -1163359.219134 + Penalty 2970.298917 = -1160388.920217
  nChanged 506
		SP:Iteration 6F (34686.820000 sec): 3 clusters
  Score: Raw -1163674.723212 + Penalty 2970.298917 = -1160704.424295
  nChanged 578
		SP:Iteration 7F (34687.030000 sec): 3 clusters
  Score: Raw -1164129.755786 + Penalty 2970.298917 = -1161159.456869
  nChanged 623
		SP:Iteration 8F (34687.210000 sec): 3 clusters
  Score: Raw -1164701.285815 + Penalty 2970.298917 = -1161730.986898
  nChanged 548
		SP:Iteration 9F (34687.440000 sec): 3 clusters
  Score: Raw -1165212.805385 + Penalty 2970.298917 = -1162242.506468
  nChanged 418
		SP:Iteration 10Q (34687.660000 sec): 3 clusters
  Score: Raw -1165599.887286 + Penalty 2970.298917 = -1162629.588370
  nChanged 272
		SP:Iteration 11Q (34687.800000 sec): 3 clusters
  Score: Raw -1165848.398426 + Penalty 2970.298917 = -1162878.099509
  nChanged 196
		SP:Iteration 12Q (34688.030000 sec): 3 clusters
  Score: Raw -1166008.982447 + Penalty 2970.298917 = -1163038.683530
  nChanged 141
		SP:Iteration 13Q (34688.280000 sec): 3 clusters
  Score: Raw -1166118.182677 + Penalty 2970.298917 = -1163147.883760
  nChanged 84
		SP:Iteration 14Q (34688.480000 sec): 3 clusters
  Score: Raw -1166176.006555 + Penalty 2970.298917 = -1163205.707638
  nChanged 61
		SP:Iteration 15Q (34688.630000 sec): 3 clusters
  Score: Raw -1166225.331542 + Penalty 2970.298917 = -1163255.032625
  nChanged 56
		SP:Iteration 16Q (34688.830000 sec): 3 clusters
  Score: Raw -1166268.540106 + Penalty 2970.298917 = -1163298.241189
  nChanged 46
		SP:Iteration 17Q (34689.030000 sec): 3 clusters
  Score: Raw -1166291.263334 + Penalty 2970.298917 = -1163320.964417
  nChanged 34
		SP:Iteration 18Q (34689.280000 sec): 3 clusters
  Score: Raw -1166310.736914 + Penalty 2970.298917 = -1163340.437997
  nChanged 34
		SP:Iteration 19Q (34689.460000 sec): 3 clusters
  Score: Raw -1166325.428318 + Penalty 2970.298917 = -1163355.129401
  nChanged 17
		SP:Iteration 20F (34689.650000 sec): 3 clusters
  Score: Raw -1166333.068280 + Penalty 2970.298917 = -1163362.769363
  nChanged 14
		SP:Iteration 21Q (34689.820000 sec): 3 clusters
  Score: Raw -1166339.243232 + Penalty 2970.298917 = -1163368.944315
  nChanged 8
		SP:Iteration 22Q (34690.040000 sec): 3 clusters
  Score: Raw -1166341.281177 + Penalty 2970.298917 = -1163370.982260
  nChanged 4
		SP:Iteration 23Q (34690.270000 sec): 3 clusters
  Score: Raw -1166342.281397 + Penalty 2970.298917 = -1163371.982480
  nChanged 7
		SP:Iteration 24Q (34690.470000 sec): 3 clusters
  Score: Raw -1166344.017680 + Penalty 2970.298917 = -1163373.718763
  nChanged 2
		SP:Iteration 25Q (34690.640000 sec): 3 clusters
  Score: Raw -1166345.189605 + Penalty 2970.298917 = -1163374.890688
  nChanged 5
		SP:Iteration 26Q (34690.810000 sec): 3 clusters
  Score: Raw -1166346.523485 + Penalty 2970.298917 = -1163376.224568
  nChanged 1
		SP:Iteration 27Q (34691.040000 sec): 3 clusters
  Score: Raw -1166346.779567 + Penalty 2970.298917 = -1163376.480650
  nChanged 0
		SP:Iteration 28F (34691.230000 sec): 3 clusters
  Score: Raw -1166346.779567 + Penalty 2970.298917 = -1163376.480650
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 70 (300 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (34691.310000 sec): 2 clusters
  Score: Raw -35990.965450 + Penalty 926.864652 = -35064.100798
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (34691.430000 sec): 3 clusters
  Score: Raw -36043.647369 + Penalty 1853.729304 = -34189.918065
  nChanged 50
		SP:Iteration 1F (34691.580000 sec): 3 clusters
  Score: Raw -36181.322252 + Penalty 1853.729304 = -34327.592948
  nChanged 22
		SP:Iteration 2F (34691.750000 sec): 3 clusters
  Score: Raw -36266.287864 + Penalty 1853.729304 = -34412.558559
  nChanged 12
		SP:Iteration 3Q (34691.910000 sec): 3 clusters
  Score: Raw -36311.807012 + Penalty 1853.729304 = -34458.077708
  nChanged 11
		SP:Iteration 4Q (34692.030000 sec): 3 clusters
  Score: Raw -36367.420534 + Penalty 1853.729304 = -34513.691230
  nChanged 12
		SP:Iteration 5Q (34692.160000 sec): 3 clusters
  Score: Raw -36452.611012 + Penalty 1853.729304 = -34598.881708
  nChanged 13
		SP:Iteration 6Q (34692.340000 sec): 3 clusters
  Score: Raw -36547.143243 + Penalty 1853.729304 = -34693.413939
  nChanged 5
		SP:Iteration 7Q (34692.480000 sec): 3 clusters
  Score: Raw -36622.410865 + Penalty 1853.729304 = -34768.681561
  nChanged 5
		SP:Iteration 8Q (34692.640000 sec): 3 clusters
  Score: Raw -36671.155439 + Penalty 1853.729304 = -34817.426135
  nChanged 4
		SP:Iteration 9Q (34692.820000 sec): 3 clusters
  Score: Raw -36703.301319 + Penalty 1853.729304 = -34849.572015
  nChanged 3
		SP:Iteration 10Q (34692.990000 sec): 3 clusters
  Score: Raw -36718.254708 + Penalty 1853.729304 = -34864.525404
  nChanged 4
		SP:Iteration 11Q (34693.150000 sec): 3 clusters
  Score: Raw -36733.956290 + Penalty 1853.729304 = -34880.226985
  nChanged 2
		SP:Iteration 12Q (34693.300000 sec): 3 clusters
  Score: Raw -36738.717490 + Penalty 1853.729304 = -34884.988185
  nChanged 0
		SP:Iteration 13F (34693.470000 sec): 3 clusters
  Score: Raw -36740.875921 + Penalty 1853.729304 = -34887.146617
  nChanged 1
		SP:Iteration 14Q (34693.650000 sec): 3 clusters
  Score: Raw -36751.706501 + Penalty 1853.729304 = -34897.977197
  nChanged 2
		SP:Iteration 15Q (34693.810000 sec): 3 clusters
  Score: Raw -36758.927894 + Penalty 1853.729304 = -34905.198590
  nChanged 1
		SP:Iteration 16Q (34693.930000 sec): 3 clusters
  Score: Raw -36761.894801 + Penalty 1853.729304 = -34908.165496
  nChanged 1
		SP:Iteration 17Q (34694.100000 sec): 3 clusters
  Score: Raw -36769.949890 + Penalty 1853.729304 = -34916.220586
  nChanged 2
		SP:Iteration 18Q (34694.280000 sec): 3 clusters
  Score: Raw -36783.120964 + Penalty 1853.729304 = -34929.391660
  nChanged 1
		SP:Iteration 19Q (34694.400000 sec): 3 clusters
  Score: Raw -36789.081347 + Penalty 1853.729304 = -34935.352043
  nChanged 1
		SP:Iteration 20F (34694.560000 sec): 3 clusters
  Score: Raw -36792.941979 + Penalty 1853.729304 = -34939.212675
  nChanged 1
		SP:Iteration 21Q (34694.720000 sec): 3 clusters
  Score: Raw -36795.251896 + Penalty 1853.729304 = -34941.522591
  nChanged 0
		SP:Iteration 22F (34694.900000 sec): 3 clusters
  Score: Raw -36795.251896 + Penalty 1853.729304 = -34941.522591
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 71 (208 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (34694.960000 sec): 2 clusters
  Score: Raw -16135.700236 + Penalty 867.349938 = -15268.350298
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (34695.120000 sec): 3 clusters
  Score: Raw -16283.709365 + Penalty 1734.699876 = -14549.009489
  nChanged 32
		SP:Iteration 1F (34695.290000 sec): 3 clusters
  Score: Raw -16391.113320 + Penalty 1734.699876 = -14656.413444
  nChanged 12
		SP:Iteration 2F (34695.470000 sec): 3 clusters
  Score: Raw -16448.574557 + Penalty 1734.699876 = -14713.874681
  nChanged 5
		SP:Iteration 3Q (34695.620000 sec): 3 clusters
  Score: Raw -16473.511641 + Penalty 1734.699876 = -14738.811765
  nChanged 4
		SP:Iteration 4Q (34695.780000 sec): 3 clusters
  Score: Raw -16489.020681 + Penalty 1734.699876 = -14754.320805
  nChanged 0
		SP:Iteration 5F (34695.960000 sec): 3 clusters
  Score: Raw -16489.020681 + Penalty 1734.699876 = -14754.320805
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 72 (311 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (34696.030000 sec): 2 clusters
  Score: Raw -26321.873994 + Penalty 932.716348 = -25389.157646
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (34696.190000 sec): 3 clusters
  Score: Raw -26392.475155 + Penalty 1865.432696 = -24527.042459
  nChanged 56
		SP:Iteration 1F (34696.330000 sec): 3 clusters
  Score: Raw -26536.751171 + Penalty 1865.432696 = -24671.318474
  nChanged 22
		SP:Iteration 2F (34696.490000 sec): 3 clusters
  Score: Raw -26607.082512 + Penalty 1865.432696 = -24741.649815
  nChanged 15
		SP:Iteration 3Q (34696.630000 sec): 3 clusters
  Score: Raw -26660.358446 + Penalty 1865.432696 = -24794.925750
  nChanged 10
		SP:Iteration 4Q (34696.780000 sec): 3 clusters
  Score: Raw -26718.099523 + Penalty 1865.432696 = -24852.666827
  nChanged 15
		SP:Iteration 5Q (34696.910000 sec): 3 clusters
  Score: Raw -26814.860270 + Penalty 1865.432696 = -24949.427574
  nChanged 16
		SP:Iteration 6F (34697.050000 sec): 3 clusters
  Score: Raw -26910.561672 + Penalty 1865.432696 = -25045.128976
  nChanged 6
		SP:Iteration 7Q (34697.180000 sec): 3 clusters
  Score: Raw -26968.759209 + Penalty 1865.432696 = -25103.326513
  nChanged 5
		SP:Iteration 8Q (34697.320000 sec): 3 clusters
  Score: Raw -26988.076022 + Penalty 1865.432696 = -25122.643326
  nChanged 6
		SP:Iteration 9Q (34697.450000 sec): 3 clusters
  Score: Raw -27010.246392 + Penalty 1865.432696 = -25144.813696
  nChanged 5
		SP:Iteration 10Q (34697.590000 sec): 3 clusters
  Score: Raw -27051.504869 + Penalty 1865.432696 = -25186.072173
  nChanged 2
		SP:Iteration 11Q (34697.730000 sec): 3 clusters
  Score: Raw -27068.423036 + Penalty 1865.432696 = -25202.990340
  nChanged 1
		SP:Iteration 12Q (34697.860000 sec): 3 clusters
  Score: Raw -27071.407942 + Penalty 1865.432696 = -25205.975245
  nChanged 0
		SP:Iteration 13F (34698.030000 sec): 3 clusters
  Score: Raw -27071.407942 + Penalty 1865.432696 = -25205.975245
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 73 (186 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (34698.100000 sec): 2 clusters
  Score: Raw -16943.266083 + Penalty 849.183834 = -16094.082248
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (34698.250000 sec): 3 clusters
  Score: Raw -17142.824872 + Penalty 1698.367669 = -15444.457203
  nChanged 27
		SP:Iteration 1F (34698.410000 sec): 3 clusters
  Score: Raw -17295.112903 + Penalty 1698.367669 = -15596.745234
  nChanged 10
		SP:Iteration 2F (34698.550000 sec): 3 clusters
  Score: Raw -17343.381796 + Penalty 1698.367669 = -15645.014128
  nChanged 4
		SP:Iteration 3Q (34698.650000 sec): 3 clusters
  Score: Raw -17374.935231 + Penalty 1698.367669 = -15676.567562
  nChanged 3
		SP:Iteration 4Q (34698.780000 sec): 3 clusters
  Score: Raw -17392.718095 + Penalty 1698.367669 = -15694.350426
  nChanged 0
		SP:Iteration 5F (34698.910000 sec): 3 clusters
  Score: Raw -17392.718095 + Penalty 1698.367669 = -15694.350426
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 74 (575 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (34699.010000 sec): 2 clusters
  Score: Raw -83057.544918 + Penalty 1032.585132 = -82024.959786
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (34699.130000 sec): 3 clusters
  Score: Raw -83041.581623 + Penalty 2065.170263 = -80976.411360
  nChanged 154
		SP:Iteration 1F (34699.280000 sec): 3 clusters
  Score: Raw -83244.502546 + Penalty 2065.170263 = -81179.332283
  nChanged 43
		SP:Iteration 2F (34699.440000 sec): 3 clusters
  Score: Raw -83342.541962 + Penalty 2065.170263 = -81277.371699
  nChanged 36
		SP:Iteration 3F (34699.600000 sec): 3 clusters
  Score: Raw -83411.164624 + Penalty 2065.170263 = -81345.994361
  nChanged 37
		SP:Iteration 4F (34699.770000 sec): 3 clusters
  Score: Raw -83501.200062 + Penalty 2065.170263 = -81436.029799
  nChanged 29
		SP:Iteration 5F (34699.880000 sec): 3 clusters
  Score: Raw -83557.979894 + Penalty 2065.170263 = -81492.809631
  nChanged 15
		SP:Iteration 6Q (34700.030000 sec): 3 clusters
  Score: Raw -83582.107022 + Penalty 2065.170263 = -81516.936759
  nChanged 8
		SP:Iteration 7Q (34700.160000 sec): 3 clusters
  Score: Raw -83605.821800 + Penalty 2065.170263 = -81540.651537
  nChanged 9
		SP:Iteration 8Q (34700.290000 sec): 3 clusters
  Score: Raw -83642.521028 + Penalty 2065.170263 = -81577.350764
  nChanged 13
		SP:Iteration 9Q (34700.420000 sec): 3 clusters
  Score: Raw -83682.412704 + Penalty 2065.170263 = -81617.242441
  nChanged 11
		SP:Iteration 10Q (34700.550000 sec): 3 clusters
  Score: Raw -83701.481175 + Penalty 2065.170263 = -81636.310912
  nChanged 8
		SP:Iteration 11Q (34700.670000 sec): 3 clusters
  Score: Raw -83723.807265 + Penalty 2065.170263 = -81658.637001
  nChanged 4
		SP:Iteration 12Q (34700.790000 sec): 3 clusters
  Score: Raw -83739.463182 + Penalty 2065.170263 = -81674.292918
  nChanged 4
		SP:Iteration 13Q (34700.940000 sec): 3 clusters
  Score: Raw -83749.500739 + Penalty 2065.170263 = -81684.330476
  nChanged 1
		SP:Iteration 14Q (34701.040000 sec): 3 clusters
  Score: Raw -83751.351245 + Penalty 2065.170263 = -81686.180981
  nChanged 0
		SP:Iteration 15F (34701.180000 sec): 3 clusters
  Score: Raw -83751.351245 + Penalty 2065.170263 = -81686.180981
  nChanged 0
Iteration 339Q (34798.700000 sec): 75 clusters
  Score: Raw -104763621.836974 + Penalty 164615.670902 = -104599006.166071
  nChanged 527
Iteration 340F (34951.330000 sec): 75 clusters
  Score: Raw -104763942.223050 + Penalty 164615.670902 = -104599326.552148
  nChanged 445
Iteration 341Q (35055.450000 sec): 75 clusters
  Score: Raw -104764078.820230 + Penalty 164615.670902 = -104599463.149328
  nChanged 278
Iteration 342Q (35155.300000 sec): 75 clusters
  Score: Raw -104764134.560529 + Penalty 164615.670902 = -104599518.889627
  nChanged 200
Iteration 343Q (35256.040000 sec): 75 clusters
  Score: Raw -104764161.780828 + Penalty 164615.670902 = -104599546.109926
  nChanged 155
Iteration 344Q (35358.000000 sec): 75 clusters
  Score: Raw -104764177.169557 + Penalty 164615.670902 = -104599561.498655
  nChanged 110
Iteration 345Q (35459.600000 sec): 75 clusters
  Score: Raw -104764185.381747 + Penalty 164615.670902 = -104599569.710844
  nChanged 88
Iteration 346Q (35559.350000 sec): 75 clusters
  Score: Raw -104764191.023562 + Penalty 164615.670902 = -104599575.352659
  nChanged 72
Iteration 347Q (35660.120000 sec): 75 clusters
  Score: Raw -104764194.843946 + Penalty 164615.670902 = -104599579.173044
  nChanged 79
Iteration 348Q (35756.370000 sec): 75 clusters
  Score: Raw -104764198.734090 + Penalty 164615.670902 = -104599583.063187
  nChanged 76
Iteration 349Q (35857.690000 sec): 75 clusters
  Score: Raw -104764201.792202 + Penalty 164615.670902 = -104599586.121300
  nChanged 71
Iteration 350Q (35960.260000 sec): 75 clusters
  Score: Raw -104764205.447731 + Penalty 164615.670902 = -104599589.776828
  nChanged 86
Iteration 351Q (36061.150000 sec): 75 clusters
  Score: Raw -104764208.792154 + Penalty 164615.670902 = -104599593.121251
  nChanged 79
Iteration 352Q (36162.100000 sec): 75 clusters
  Score: Raw -104764212.316649 + Penalty 164615.670902 = -104599596.645746
  nChanged 60
Iteration 353Q (36265.400000 sec): 75 clusters
  Score: Raw -104764214.941676 + Penalty 164615.670902 = -104599599.270773
  nChanged 61
Iteration 354Q (36366.570000 sec): 75 clusters
  Score: Raw -104764217.506469 + Penalty 164615.670902 = -104599601.835567
  nChanged 62
Iteration 355Q (36470.380000 sec): 75 clusters
  Score: Raw -104764220.162689 + Penalty 164615.670902 = -104599604.491786
  nChanged 58
Iteration 356Q (36572.190000 sec): 75 clusters
  Score: Raw -104764222.169799 + Penalty 164615.670902 = -104599606.498897
  nChanged 59
Iteration 357Q (36672.920000 sec): 75 clusters
  Score: Raw -104764224.605049 + Penalty 164615.670902 = -104599608.934147
  nChanged 56
Iteration 358Q (36769.360000 sec): 75 clusters
  Score: Raw -104764226.733645 + Penalty 164615.670902 = -104599611.062742
  nChanged 62
Iteration 359Q (36882.990000 sec): 75 clusters
  Score: Raw -104764228.728800 + Penalty 164615.670902 = -104599613.057898
  nChanged 64
Iteration 360F (37063.030000 sec): 75 clusters
  Score: Raw -104764233.276532 + Penalty 164615.670902 = -104599617.605630
  nChanged 64
Iteration 361Q (37165.990000 sec): 75 clusters
  Score: Raw -104764287.096966 + Penalty 164615.670902 = -104599671.426064
  nChanged 67
Iteration 362Q (37257.470000 sec): 75 clusters
  Score: Raw -104764331.712847 + Penalty 164615.670902 = -104599716.041944
  nChanged 60
Iteration 363Q (37358.750000 sec): 75 clusters
  Score: Raw -104764332.985261 + Penalty 164615.670902 = -104599717.314359
  nChanged 50
Iteration 364Q (37459.420000 sec): 75 clusters
  Score: Raw -104764334.173682 + Penalty 164615.670902 = -104599718.502779
  nChanged 49
Iteration 365Q (37561.010000 sec): 75 clusters
  Score: Raw -104764335.176474 + Penalty 164615.670902 = -104599719.505572
  nChanged 42
Iteration 366Q (37665.040000 sec): 75 clusters
  Score: Raw -104764336.477455 + Penalty 164615.670902 = -104599720.806553
  nChanged 44
Iteration 367Q (37765.650000 sec): 75 clusters
  Score: Raw -104764338.096132 + Penalty 164615.670902 = -104599722.425229
  nChanged 42
Iteration 368Q (37868.160000 sec): 75 clusters
  Score: Raw -104764339.540046 + Penalty 164615.670902 = -104599723.869144
  nChanged 43
Iteration 369Q (37971.150000 sec): 75 clusters
  Score: Raw -104764340.923264 + Penalty 164615.670902 = -104599725.252362
  nChanged 33
Iteration 370Q (38073.210000 sec): 75 clusters
  Score: Raw -104764341.954162 + Penalty 164615.670902 = -104599726.283259
  nChanged 34
Iteration 371Q (38176.520000 sec): 75 clusters
  Score: Raw -104764342.770177 + Penalty 164615.670902 = -104599727.099275
  nChanged 17
Iteration 372Q (38277.770000 sec): 75 clusters
  Score: Raw -104764343.111858 + Penalty 164615.670902 = -104599727.440956
  nChanged 11
Iteration 373Q (38370.260000 sec): 75 clusters
  Score: Raw -104764343.303393 + Penalty 164615.670902 = -104599727.632491
  nChanged 9
Iteration 374Q (38472.150000 sec): 75 clusters
  Score: Raw -104764343.445082 + Penalty 164615.670902 = -104599727.774180
  nChanged 12
Iteration 375Q (38573.490000 sec): 75 clusters
  Score: Raw -104764343.617757 + Penalty 164615.670902 = -104599727.946855
  nChanged 8
Iteration 376Q (38675.020000 sec): 75 clusters
  Score: Raw -104764343.766927 + Penalty 164615.670902 = -104599728.096024
  nChanged 7
Iteration 377Q (38774.740000 sec): 75 clusters
  Score: Raw -104764343.856378 + Penalty 164615.670902 = -104599728.185475
  nChanged 7
Iteration 378Q (38877.730000 sec): 75 clusters
  Score: Raw -104764343.952269 + Penalty 164615.670902 = -104599728.281367
  nChanged 8
Writing temp clu file 
Because OldScore, -104599728.185475, is greater than current (better) Score,-104599728.281367 
 Compute initial score before splitting:   Score: Raw -104764343.952269 + Penalty 164615.670902 = -104599728.281367
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 1 (10307 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (38878.140000 sec): 2 clusters
  Score: Raw -1223213.568741 + Penalty 1501.594015 = -1221711.974726
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (38878.370000 sec): 3 clusters
  Score: Raw -1217267.933284 + Penalty 3003.188030 = -1214264.745254
  nChanged 4462
		SP:Iteration 1F (38878.550000 sec): 3 clusters
  Score: Raw -1219652.066202 + Penalty 3003.188030 = -1216648.878171
  nChanged 573
		SP:Iteration 2F (38878.800000 sec): 3 clusters
  Score: Raw -1219890.266470 + Penalty 3003.188030 = -1216887.078440
  nChanged 476
		SP:Iteration 3Q (38879.030000 sec): 3 clusters
  Score: Raw -1220093.371616 + Penalty 3003.188030 = -1217090.183585
  nChanged 447
		SP:Iteration 4Q (38879.210000 sec): 3 clusters
  Score: Raw -1220292.928024 + Penalty 3003.188030 = -1217289.739993
  nChanged 440
		SP:Iteration 5Q (38879.450000 sec): 3 clusters
  Score: Raw -1220489.048855 + Penalty 3003.188030 = -1217485.860824
  nChanged 380
		SP:Iteration 6Q (38879.660000 sec): 3 clusters
  Score: Raw -1220658.788180 + Penalty 3003.188030 = -1217655.600150
  nChanged 358
		SP:Iteration 7Q (38879.930000 sec): 3 clusters
  Score: Raw -1220823.020937 + Penalty 3003.188030 = -1217819.832906
  nChanged 358
		SP:Iteration 8Q (38880.160000 sec): 3 clusters
  Score: Raw -1220989.759437 + Penalty 3003.188030 = -1217986.571406
  nChanged 340
		SP:Iteration 9Q (38880.400000 sec): 3 clusters
  Score: Raw -1221145.029713 + Penalty 3003.188030 = -1218141.841682
  nChanged 328
		SP:Iteration 10Q (38880.660000 sec): 3 clusters
  Score: Raw -1221285.483900 + Penalty 3003.188030 = -1218282.295869
  nChanged 302
		SP:Iteration 11Q (38880.900000 sec): 3 clusters
  Score: Raw -1221409.740442 + Penalty 3003.188030 = -1218406.552411
  nChanged 284
		SP:Iteration 12Q (38881.080000 sec): 3 clusters
  Score: Raw -1221524.699433 + Penalty 3003.188030 = -1218521.511402
  nChanged 282
		SP:Iteration 13Q (38881.310000 sec): 3 clusters
  Score: Raw -1221644.153788 + Penalty 3003.188030 = -1218640.965757
  nChanged 257
		SP:Iteration 14Q (38881.520000 sec): 3 clusters
  Score: Raw -1221741.706381 + Penalty 3003.188030 = -1218738.518351
  nChanged 241
		SP:Iteration 15Q (38881.670000 sec): 3 clusters
  Score: Raw -1221835.105838 + Penalty 3003.188030 = -1218831.917808
  nChanged 262
		SP:Iteration 16Q (38881.870000 sec): 3 clusters
  Score: Raw -1221935.750044 + Penalty 3003.188030 = -1218932.562014
  nChanged 225
		SP:Iteration 17Q (38882.070000 sec): 3 clusters
  Score: Raw -1222025.662938 + Penalty 3003.188030 = -1219022.474908
  nChanged 237
		SP:Iteration 18Q (38882.240000 sec): 3 clusters
  Score: Raw -1222112.392203 + Penalty 3003.188030 = -1219109.204172
  nChanged 216
		SP:Iteration 19Q (38882.460000 sec): 3 clusters
  Score: Raw -1222185.448393 + Penalty 3003.188030 = -1219182.260363
  nChanged 194
		SP:Iteration 20F (38882.670000 sec): 3 clusters
  Score: Raw -1222263.289926 + Penalty 3003.188030 = -1219260.101896
  nChanged 200
		SP:Iteration 21Q (38882.870000 sec): 3 clusters
  Score: Raw -1222348.272863 + Penalty 3003.188030 = -1219345.084832
  nChanged 182
		SP:Iteration 22Q (38883.100000 sec): 3 clusters
  Score: Raw -1222429.735770 + Penalty 3003.188030 = -1219426.547740
  nChanged 176
		SP:Iteration 23Q (38883.350000 sec): 3 clusters
  Score: Raw -1222513.261831 + Penalty 3003.188030 = -1219510.073801
  nChanged 185
		SP:Iteration 24Q (38883.540000 sec): 3 clusters
  Score: Raw -1222610.732227 + Penalty 3003.188030 = -1219607.544196
  nChanged 209
		SP:Iteration 25Q (38883.770000 sec): 3 clusters
  Score: Raw -1222738.769246 + Penalty 3003.188030 = -1219735.581215
  nChanged 190
		SP:Iteration 26Q (38884.030000 sec): 3 clusters
  Score: Raw -1222848.161020 + Penalty 3003.188030 = -1219844.972989
  nChanged 171
		SP:Iteration 27Q (38884.270000 sec): 3 clusters
  Score: Raw -1222947.378059 + Penalty 3003.188030 = -1219944.190029
  nChanged 139
		SP:Iteration 28Q (38884.460000 sec): 3 clusters
  Score: Raw -1223022.094408 + Penalty 3003.188030 = -1220018.906377
  nChanged 114
		SP:Iteration 29Q (38884.680000 sec): 3 clusters
  Score: Raw -1223089.022180 + Penalty 3003.188030 = -1220085.834149
  nChanged 108
		SP:Iteration 30Q (38884.940000 sec): 3 clusters
  Score: Raw -1223150.818119 + Penalty 3003.188030 = -1220147.630089
  nChanged 97
		SP:Iteration 31Q (38885.180000 sec): 3 clusters
  Score: Raw -1223214.220888 + Penalty 3003.188030 = -1220211.032858
  nChanged 88
		SP:Iteration 32Q (38885.420000 sec): 3 clusters
  Score: Raw -1223278.545186 + Penalty 3003.188030 = -1220275.357156
  nChanged 79
		SP:Iteration 33Q (38885.650000 sec): 3 clusters
  Score: Raw -1223326.444036 + Penalty 3003.188030 = -1220323.256006
  nChanged 58
		SP:Iteration 34Q (38885.840000 sec): 3 clusters
  Score: Raw -1223360.942140 + Penalty 3003.188030 = -1220357.754110
  nChanged 42
		SP:Iteration 35Q (38886.100000 sec): 3 clusters
  Score: Raw -1223386.884262 + Penalty 3003.188030 = -1220383.696232
  nChanged 33
		SP:Iteration 36Q (38886.360000 sec): 3 clusters
  Score: Raw -1223406.069962 + Penalty 3003.188030 = -1220402.881931
  nChanged 33
		SP:Iteration 37Q (38886.560000 sec): 3 clusters
  Score: Raw -1223427.570537 + Penalty 3003.188030 = -1220424.382507
  nChanged 32
		SP:Iteration 38Q (38886.770000 sec): 3 clusters
  Score: Raw -1223455.503635 + Penalty 3003.188030 = -1220452.315605
  nChanged 28
		SP:Iteration 39Q (38886.990000 sec): 3 clusters
  Score: Raw -1223478.540994 + Penalty 3003.188030 = -1220475.352963
  nChanged 25
		SP:Iteration 40F (38887.270000 sec): 3 clusters
  Score: Raw -1223501.086471 + Penalty 3003.188030 = -1220497.898441
  nChanged 19
		SP:Iteration 41Q (38887.480000 sec): 3 clusters
  Score: Raw -1223518.417668 + Penalty 3003.188030 = -1220515.229637
  nChanged 21
		SP:Iteration 42Q (38887.670000 sec): 3 clusters
  Score: Raw -1223541.798592 + Penalty 3003.188030 = -1220538.610562
  nChanged 20
		SP:Iteration 43Q (38887.900000 sec): 3 clusters
  Score: Raw -1223556.665508 + Penalty 3003.188030 = -1220553.477478
  nChanged 17
		SP:Iteration 44Q (38888.130000 sec): 3 clusters
  Score: Raw -1223566.059323 + Penalty 3003.188030 = -1220562.871292
  nChanged 15
		SP:Iteration 45Q (38888.380000 sec): 3 clusters
  Score: Raw -1223577.684324 + Penalty 3003.188030 = -1220574.496294
  nChanged 12
		SP:Iteration 46Q (38888.650000 sec): 3 clusters
  Score: Raw -1223583.988074 + Penalty 3003.188030 = -1220580.800043
  nChanged 7
		SP:Iteration 47Q (38888.850000 sec): 3 clusters
  Score: Raw -1223587.228046 + Penalty 3003.188030 = -1220584.040016
  nChanged 1
		SP:Iteration 48Q (38889.100000 sec): 3 clusters
  Score: Raw -1223587.672204 + Penalty 3003.188030 = -1220584.484174
  nChanged 2
		SP:Iteration 49Q (38889.310000 sec): 3 clusters
  Score: Raw -1223588.656179 + Penalty 3003.188030 = -1220585.468149
  nChanged 2
		SP:Iteration 50Q (38889.510000 sec): 3 clusters
  Score: Raw -1223589.513071 + Penalty 3003.188030 = -1220586.325040
  nChanged 2
		SP:Iteration 51Q (38889.740000 sec): 3 clusters
  Score: Raw -1223589.978212 + Penalty 3003.188030 = -1220586.790182
  nChanged 2
		SP:Iteration 52Q (38889.930000 sec): 3 clusters
  Score: Raw -1223591.932891 + Penalty 3003.188030 = -1220588.744861
  nChanged 1
		SP:Iteration 53Q (38890.170000 sec): 3 clusters
  Score: Raw -1223592.414902 + Penalty 3003.188030 = -1220589.226872
  nChanged 1
		SP:Iteration 54Q (38890.380000 sec): 3 clusters
  Score: Raw -1223593.490997 + Penalty 3003.188030 = -1220590.302967
  nChanged 3
		SP:Iteration 55Q (38890.600000 sec): 3 clusters
  Score: Raw -1223596.488476 + Penalty 3003.188030 = -1220593.300446
  nChanged 4
		SP:Iteration 56Q (38890.810000 sec): 3 clusters
  Score: Raw -1223599.078017 + Penalty 3003.188030 = -1220595.889987
  nChanged 4
		SP:Iteration 57Q (38891.050000 sec): 3 clusters
  Score: Raw -1223601.087908 + Penalty 3003.188030 = -1220597.899877
  nChanged 3
		SP:Iteration 58Q (38891.220000 sec): 3 clusters
  Score: Raw -1223602.552144 + Penalty 3003.188030 = -1220599.364113
  nChanged 1
		SP:Iteration 59Q (38891.530000 sec): 3 clusters
  Score: Raw -1223602.862076 + Penalty 3003.188030 = -1220599.674046
  nChanged 1
		SP:Iteration 60F (38891.790000 sec): 3 clusters
  Score: Raw -1223603.786558 + Penalty 3003.188030 = -1220600.598528
  nChanged 1
		SP:Iteration 61Q (38892.060000 sec): 3 clusters
  Score: Raw -1223604.022836 + Penalty 3003.188030 = -1220600.834806
  nChanged 1
		SP:Iteration 62Q (38892.320000 sec): 3 clusters
  Score: Raw -1223604.472184 + Penalty 3003.188030 = -1220601.284154
  nChanged 1
		SP:Iteration 63Q (38892.470000 sec): 3 clusters
  Score: Raw -1223604.858908 + Penalty 3003.188030 = -1220601.670878
  nChanged 2
		SP:Iteration 64Q (38892.670000 sec): 3 clusters
  Score: Raw -1223606.592555 + Penalty 3003.188030 = -1220603.404525
  nChanged 1
		SP:Iteration 65Q (38892.930000 sec): 3 clusters
  Score: Raw -1223606.803151 + Penalty 3003.188030 = -1220603.615121
  nChanged 1
		SP:Iteration 66Q (38893.180000 sec): 3 clusters
  Score: Raw -1223607.580401 + Penalty 3003.188030 = -1220604.392370
  nChanged 3
		SP:Iteration 67Q (38893.410000 sec): 3 clusters
  Score: Raw -1223608.975342 + Penalty 3003.188030 = -1220605.787312
  nChanged 1
		SP:Iteration 68Q (38893.620000 sec): 3 clusters
  Score: Raw -1223609.334057 + Penalty 3003.188030 = -1220606.146026
  nChanged 1
		SP:Iteration 69Q (38893.840000 sec): 3 clusters
  Score: Raw -1223609.672920 + Penalty 3003.188030 = -1220606.484889
  nChanged 2
		SP:Iteration 70Q (38894.010000 sec): 3 clusters
  Score: Raw -1223610.542439 + Penalty 3003.188030 = -1220607.354409
  nChanged 3
		SP:Iteration 71Q (38894.210000 sec): 3 clusters
  Score: Raw -1223612.382394 + Penalty 3003.188030 = -1220609.194363
  nChanged 4
		SP:Iteration 72Q (38894.420000 sec): 3 clusters
  Score: Raw -1223614.450273 + Penalty 3003.188030 = -1220611.262243
  nChanged 4
		SP:Iteration 73Q (38894.620000 sec): 3 clusters
  Score: Raw -1223616.740155 + Penalty 3003.188030 = -1220613.552125
  nChanged 5
		SP:Iteration 74Q (38894.840000 sec): 3 clusters
  Score: Raw -1223620.420569 + Penalty 3003.188030 = -1220617.232538
  nChanged 2
		SP:Iteration 75Q (38895.050000 sec): 3 clusters
  Score: Raw -1223621.838826 + Penalty 3003.188030 = -1220618.650796
  nChanged 2
		SP:Iteration 76Q (38895.280000 sec): 3 clusters
  Score: Raw -1223623.581495 + Penalty 3003.188030 = -1220620.393465
  nChanged 2
		SP:Iteration 77Q (38895.520000 sec): 3 clusters
  Score: Raw -1223625.035511 + Penalty 3003.188030 = -1220621.847481
  nChanged 1
		SP:Iteration 78Q (38895.740000 sec): 3 clusters
  Score: Raw -1223625.815161 + Penalty 3003.188030 = -1220622.627131
  nChanged 3
		SP:Iteration 79Q (38895.980000 sec): 3 clusters
  Score: Raw -1223627.135580 + Penalty 3003.188030 = -1220623.947550
  nChanged 2
		SP:Iteration 80F (38896.170000 sec): 3 clusters
  Score: Raw -1223629.080567 + Penalty 3003.188030 = -1220625.892537
  nChanged 4
		SP:Iteration 81Q (38896.400000 sec): 3 clusters
  Score: Raw -1223633.612446 + Penalty 3003.188030 = -1220630.424416
  nChanged 6
		SP:Iteration 82Q (38896.640000 sec): 3 clusters
  Score: Raw -1223636.434148 + Penalty 3003.188030 = -1220633.246118
  nChanged 0
		SP:Iteration 83F (38896.870000 sec): 3 clusters
  Score: Raw -1223636.434148 + Penalty 3003.188030 = -1220633.246118
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 2 (23915 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (38897.110000 sec): 2 clusters
  Score: Raw -3007794.332623 + Penalty 1638.367438 = -3006155.965185
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (38897.430000 sec): 3 clusters
  Score: Raw -2993195.929560 + Penalty 3276.734876 = -2989919.194684
  nChanged 10947
		SP:Iteration 1F (38897.730000 sec): 3 clusters
  Score: Raw -2999201.006127 + Penalty 3276.734876 = -2995924.271251
  nChanged 1011
		SP:Iteration 2Q (38898.110000 sec): 3 clusters
  Score: Raw -2999510.356720 + Penalty 3276.734876 = -2996233.621844
  nChanged 961
		SP:Iteration 3Q (38898.490000 sec): 3 clusters
  Score: Raw -2999823.035027 + Penalty 3276.734876 = -2996546.300151
  nChanged 964
		SP:Iteration 4Q (38898.830000 sec): 3 clusters
  Score: Raw -3000148.603653 + Penalty 3276.734876 = -2996871.868778
  nChanged 951
		SP:Iteration 5Q (38899.170000 sec): 3 clusters
  Score: Raw -3000498.635484 + Penalty 3276.734876 = -2997221.900608
  nChanged 961
		SP:Iteration 6Q (38899.510000 sec): 3 clusters
  Score: Raw -3000883.852076 + Penalty 3276.734876 = -2997607.117201
  nChanged 1024
		SP:Iteration 7Q (38899.860000 sec): 3 clusters
  Score: Raw -3001388.702524 + Penalty 3276.734876 = -2998111.967648
  nChanged 1123
		SP:Iteration 8Q (38900.200000 sec): 3 clusters
  Score: Raw -3002057.140605 + Penalty 3276.734876 = -2998780.405730
  nChanged 1212
		SP:Iteration 9F (38900.520000 sec): 3 clusters
  Score: Raw -3003021.029253 + Penalty 3276.734876 = -2999744.294378
  nChanged 1305
		SP:Iteration 10F (38900.830000 sec): 3 clusters
  Score: Raw -3004183.373354 + Penalty 3276.734876 = -3000906.638478
  nChanged 1252
		SP:Iteration 11F (38901.130000 sec): 3 clusters
  Score: Raw -3005199.812715 + Penalty 3276.734876 = -3001923.077840
  nChanged 927
		SP:Iteration 12Q (38901.510000 sec): 3 clusters
  Score: Raw -3005907.665850 + Penalty 3276.734876 = -3002630.930974
  nChanged 754
		SP:Iteration 13Q (38901.850000 sec): 3 clusters
  Score: Raw -3006464.278497 + Penalty 3276.734876 = -3003187.543622
  nChanged 620
		SP:Iteration 14Q (38902.190000 sec): 3 clusters
  Score: Raw -3006871.982029 + Penalty 3276.734876 = -3003595.247154
  nChanged 514
		SP:Iteration 15Q (38902.530000 sec): 3 clusters
  Score: Raw -3007163.074206 + Penalty 3276.734876 = -3003886.339330
  nChanged 405
		SP:Iteration 16Q (38902.890000 sec): 3 clusters
  Score: Raw -3007360.736374 + Penalty 3276.734876 = -3004084.001498
  nChanged 338
		SP:Iteration 17Q (38903.230000 sec): 3 clusters
  Score: Raw -3007496.907157 + Penalty 3276.734876 = -3004220.172281
  nChanged 252
		SP:Iteration 18Q (38903.610000 sec): 3 clusters
  Score: Raw -3007579.024469 + Penalty 3276.734876 = -3004302.289593
  nChanged 216
		SP:Iteration 19Q (38903.930000 sec): 3 clusters
  Score: Raw -3007636.467180 + Penalty 3276.734876 = -3004359.732304
  nChanged 167
		SP:Iteration 20F (38904.230000 sec): 3 clusters
  Score: Raw -3007669.437026 + Penalty 3276.734876 = -3004392.702150
  nChanged 137
		SP:Iteration 21Q (38904.520000 sec): 3 clusters
  Score: Raw -3007691.997295 + Penalty 3276.734876 = -3004415.262419
  nChanged 91
		SP:Iteration 22Q (38904.910000 sec): 3 clusters
  Score: Raw -3007704.450012 + Penalty 3276.734876 = -3004427.715136
  nChanged 65
		SP:Iteration 23Q (38905.230000 sec): 3 clusters
  Score: Raw -3007713.258258 + Penalty 3276.734876 = -3004436.523382
  nChanged 72
		SP:Iteration 24Q (38905.550000 sec): 3 clusters
  Score: Raw -3007721.147038 + Penalty 3276.734876 = -3004444.412162
  nChanged 63
		SP:Iteration 25Q (38905.890000 sec): 3 clusters
  Score: Raw -3007728.169641 + Penalty 3276.734876 = -3004451.434766
  nChanged 53
		SP:Iteration 26Q (38906.150000 sec): 3 clusters
  Score: Raw -3007732.320822 + Penalty 3276.734876 = -3004455.585946
  nChanged 34
		SP:Iteration 27Q (38906.450000 sec): 3 clusters
  Score: Raw -3007735.098002 + Penalty 3276.734876 = -3004458.363126
  nChanged 28
		SP:Iteration 28Q (38906.770000 sec): 3 clusters
  Score: Raw -3007737.007334 + Penalty 3276.734876 = -3004460.272459
  nChanged 26
		SP:Iteration 29Q (38907.150000 sec): 3 clusters
  Score: Raw -3007738.816502 + Penalty 3276.734876 = -3004462.081626
  nChanged 23
		SP:Iteration 30Q (38907.460000 sec): 3 clusters
  Score: Raw -3007740.228193 + Penalty 3276.734876 = -3004463.493318
  nChanged 17
		SP:Iteration 31Q (38907.750000 sec): 3 clusters
  Score: Raw -3007741.264978 + Penalty 3276.734876 = -3004464.530103
  nChanged 16
		SP:Iteration 32Q (38908.150000 sec): 3 clusters
  Score: Raw -3007742.031292 + Penalty 3276.734876 = -3004465.296416
  nChanged 9
		SP:Iteration 33Q (38908.450000 sec): 3 clusters
  Score: Raw -3007742.421423 + Penalty 3276.734876 = -3004465.686548
  nChanged 4
		SP:Iteration 34Q (38908.830000 sec): 3 clusters
  Score: Raw -3007742.588709 + Penalty 3276.734876 = -3004465.853834
  nChanged 3
		SP:Iteration 35Q (38909.150000 sec): 3 clusters
  Score: Raw -3007742.710981 + Penalty 3276.734876 = -3004465.976105
  nChanged 1
		SP:Iteration 36Q (38909.510000 sec): 3 clusters
  Score: Raw -3007742.745359 + Penalty 3276.734876 = -3004466.010484
  nChanged 2
		SP:Iteration 37Q (38909.830000 sec): 3 clusters
  Score: Raw -3007742.916795 + Penalty 3276.734876 = -3004466.181919
  nChanged 2
		SP:Iteration 38Q (38910.150000 sec): 3 clusters
  Score: Raw -3007742.982639 + Penalty 3276.734876 = -3004466.247763
  nChanged 0
		SP:Iteration 39F (38910.470000 sec): 3 clusters
  Score: Raw -3007742.982639 + Penalty 3276.734876 = -3004466.247763
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 3 (143 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (38910.610000 sec): 2 clusters
  Score: Raw -16581.947994 + Penalty 806.462252 = -15775.485742
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (38910.730000 sec): 3 clusters
  Score: Raw -16814.592332 + Penalty 1612.924505 = -15201.667827
  nChanged 26
		SP:Iteration 1F (38910.910000 sec): 3 clusters
  Score: Raw -16942.023070 + Penalty 1612.924505 = -15329.098565
  nChanged 7
		SP:Iteration 2Q (38911.120000 sec): 3 clusters
  Score: Raw -16983.485109 + Penalty 1612.924505 = -15370.560604
  nChanged 3
		SP:Iteration 3Q (38911.240000 sec): 3 clusters
  Score: Raw -17000.809371 + Penalty 1612.924505 = -15387.884866
  nChanged 2
		SP:Iteration 4Q (38911.430000 sec): 3 clusters
  Score: Raw -17014.218618 + Penalty 1612.924505 = -15401.294113
  nChanged 3
		SP:Iteration 5Q (38911.650000 sec): 3 clusters
  Score: Raw -17039.940020 + Penalty 1612.924505 = -15427.015515
  nChanged 3
		SP:Iteration 6Q (38911.880000 sec): 3 clusters
  Score: Raw -17077.223390 + Penalty 1612.924505 = -15464.298885
  nChanged 1
		SP:Iteration 7Q (38912.030000 sec): 3 clusters
  Score: Raw -17083.248139 + Penalty 1612.924505 = -15470.323634
  nChanged 0
		SP:Iteration 8F (38912.190000 sec): 3 clusters
  Score: Raw -17083.248139 + Penalty 1612.924505 = -15470.323634
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 4 (1341 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (38912.270000 sec): 2 clusters
  Score: Raw -150120.023181 + Penalty 1170.190269 = -148949.832912
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (38912.450000 sec): 3 clusters
  Score: Raw -149634.966109 + Penalty 2340.380537 = -147294.585571
  nChanged 426
		SP:Iteration 1F (38912.590000 sec): 3 clusters
  Score: Raw -150021.524436 + Penalty 2340.380537 = -147681.143899
  nChanged 128
		SP:Iteration 2F (38912.820000 sec): 3 clusters
  Score: Raw -150161.321414 + Penalty 2340.380537 = -147820.940876
  nChanged 80
		SP:Iteration 3F (38913.070000 sec): 3 clusters
  Score: Raw -150246.267726 + Penalty 2340.380537 = -147905.887189
  nChanged 55
		SP:Iteration 4Q (38913.200000 sec): 3 clusters
  Score: Raw -150305.930397 + Penalty 2340.380537 = -147965.549860
  nChanged 51
		SP:Iteration 5Q (38913.440000 sec): 3 clusters
  Score: Raw -150351.820650 + Penalty 2340.380537 = -148011.440113
  nChanged 39
		SP:Iteration 6Q (38913.610000 sec): 3 clusters
  Score: Raw -150385.559606 + Penalty 2340.380537 = -148045.179068
  nChanged 30
		SP:Iteration 7Q (38913.830000 sec): 3 clusters
  Score: Raw -150422.633177 + Penalty 2340.380537 = -148082.252640
  nChanged 30
		SP:Iteration 8Q (38913.930000 sec): 3 clusters
  Score: Raw -150464.523593 + Penalty 2340.380537 = -148124.143056
  nChanged 28
		SP:Iteration 9Q (38914.070000 sec): 3 clusters
  Score: Raw -150492.619782 + Penalty 2340.380537 = -148152.239245
  nChanged 26
		SP:Iteration 10Q (38914.230000 sec): 3 clusters
  Score: Raw -150518.489128 + Penalty 2340.380537 = -148178.108591
  nChanged 21
		SP:Iteration 11Q (38914.430000 sec): 3 clusters
  Score: Raw -150544.129076 + Penalty 2340.380537 = -148203.748539
  nChanged 27
		SP:Iteration 12Q (38914.610000 sec): 3 clusters
  Score: Raw -150581.699496 + Penalty 2340.380537 = -148241.318959
  nChanged 24
		SP:Iteration 13Q (38914.730000 sec): 3 clusters
  Score: Raw -150604.066796 + Penalty 2340.380537 = -148263.686259
  nChanged 16
		SP:Iteration 14Q (38914.920000 sec): 3 clusters
  Score: Raw -150617.635201 + Penalty 2340.380537 = -148277.254664
  nChanged 18
		SP:Iteration 15Q (38915.080000 sec): 3 clusters
  Score: Raw -150635.031806 + Penalty 2340.380537 = -148294.651269
  nChanged 18
		SP:Iteration 16Q (38915.200000 sec): 3 clusters
  Score: Raw -150648.336555 + Penalty 2340.380537 = -148307.956018
  nChanged 8
		SP:Iteration 17Q (38915.360000 sec): 3 clusters
  Score: Raw -150653.513515 + Penalty 2340.380537 = -148313.132978
  nChanged 4
		SP:Iteration 18Q (38915.520000 sec): 3 clusters
  Score: Raw -150655.723808 + Penalty 2340.380537 = -148315.343271
  nChanged 4
		SP:Iteration 19Q (38915.660000 sec): 3 clusters
  Score: Raw -150659.299629 + Penalty 2340.380537 = -148318.919092
  nChanged 3
		SP:Iteration 20F (38915.840000 sec): 3 clusters
  Score: Raw -150662.998503 + Penalty 2340.380537 = -148322.617966
  nChanged 5
		SP:Iteration 21Q (38916.030000 sec): 3 clusters
  Score: Raw -150668.510759 + Penalty 2340.380537 = -148328.130222
  nChanged 4
		SP:Iteration 22Q (38916.150000 sec): 3 clusters
  Score: Raw -150670.579798 + Penalty 2340.380537 = -148330.199261
  nChanged 2
		SP:Iteration 23Q (38916.350000 sec): 3 clusters
  Score: Raw -150672.658104 + Penalty 2340.380537 = -148332.277566
  nChanged 4
		SP:Iteration 24Q (38916.470000 sec): 3 clusters
  Score: Raw -150675.874148 + Penalty 2340.380537 = -148335.493611
  nChanged 5
		SP:Iteration 25Q (38916.600000 sec): 3 clusters
  Score: Raw -150678.756331 + Penalty 2340.380537 = -148338.375794
  nChanged 4
		SP:Iteration 26Q (38916.790000 sec): 3 clusters
  Score: Raw -150682.554356 + Penalty 2340.380537 = -148342.173819
  nChanged 7
		SP:Iteration 27Q (38916.960000 sec): 3 clusters
  Score: Raw -150688.749192 + Penalty 2340.380537 = -148348.368655
  nChanged 9
		SP:Iteration 28Q (38917.160000 sec): 3 clusters
  Score: Raw -150697.391917 + Penalty 2340.380537 = -148357.011380
  nChanged 6
		SP:Iteration 29Q (38917.330000 sec): 3 clusters
  Score: Raw -150703.367777 + Penalty 2340.380537 = -148362.987240
  nChanged 7
		SP:Iteration 30Q (38917.520000 sec): 3 clusters
  Score: Raw -150708.995160 + Penalty 2340.380537 = -148368.614623
  nChanged 6
		SP:Iteration 31Q (38917.710000 sec): 3 clusters
  Score: Raw -150719.231298 + Penalty 2340.380537 = -148378.850761
  nChanged 8
		SP:Iteration 32Q (38917.940000 sec): 3 clusters
  Score: Raw -150725.486071 + Penalty 2340.380537 = -148385.105534
  nChanged 4
		SP:Iteration 33Q (38918.060000 sec): 3 clusters
  Score: Raw -150730.274140 + Penalty 2340.380537 = -148389.893603
  nChanged 2
		SP:Iteration 34Q (38918.190000 sec): 3 clusters
  Score: Raw -150731.490160 + Penalty 2340.380537 = -148391.109623
  nChanged 2
		SP:Iteration 35Q (38918.350000 sec): 3 clusters
  Score: Raw -150734.101306 + Penalty 2340.380537 = -148393.720769
  nChanged 3
		SP:Iteration 36Q (38918.580000 sec): 3 clusters
  Score: Raw -150736.724433 + Penalty 2340.380537 = -148396.343896
  nChanged 1
		SP:Iteration 37Q (38918.750000 sec): 3 clusters
  Score: Raw -150739.394617 + Penalty 2340.380537 = -148399.014080
  nChanged 2
		SP:Iteration 38Q (38918.920000 sec): 3 clusters
  Score: Raw -150740.310069 + Penalty 2340.380537 = -148399.929532
  nChanged 1
		SP:Iteration 39Q (38919.070000 sec): 3 clusters
  Score: Raw -150740.499783 + Penalty 2340.380537 = -148400.119246
  nChanged 1
		SP:Iteration 40F (38919.240000 sec): 3 clusters
  Score: Raw -150740.693073 + Penalty 2340.380537 = -148400.312536
  nChanged 1
		SP:Iteration 41Q (38919.400000 sec): 3 clusters
  Score: Raw -150740.848361 + Penalty 2340.380537 = -148400.467824
  nChanged 1
		SP:Iteration 42Q (38919.580000 sec): 3 clusters
  Score: Raw -150741.114331 + Penalty 2340.380537 = -148400.733794
  nChanged 1
		SP:Iteration 43Q (38919.700000 sec): 3 clusters
  Score: Raw -150742.710595 + Penalty 2340.380537 = -148402.330058
  nChanged 5
		SP:Iteration 44Q (38919.830000 sec): 3 clusters
  Score: Raw -150747.486433 + Penalty 2340.380537 = -148407.105896
  nChanged 3
		SP:Iteration 45Q (38920.000000 sec): 3 clusters
  Score: Raw -150752.090348 + Penalty 2340.380537 = -148411.709811
  nChanged 5
		SP:Iteration 46Q (38920.140000 sec): 3 clusters
  Score: Raw -150757.011639 + Penalty 2340.380537 = -148416.631102
  nChanged 3
		SP:Iteration 47Q (38920.320000 sec): 3 clusters
  Score: Raw -150760.275364 + Penalty 2340.380537 = -148419.894827
  nChanged 4
		SP:Iteration 48Q (38920.470000 sec): 3 clusters
  Score: Raw -150763.003511 + Penalty 2340.380537 = -148422.622974
  nChanged 5
		SP:Iteration 49Q (38920.590000 sec): 3 clusters
  Score: Raw -150767.663717 + Penalty 2340.380537 = -148427.283180
  nChanged 1
		SP:Iteration 50Q (38920.770000 sec): 3 clusters
  Score: Raw -150768.058912 + Penalty 2340.380537 = -148427.678375
  nChanged 5
		SP:Iteration 51Q (38920.960000 sec): 3 clusters
  Score: Raw -150771.978491 + Penalty 2340.380537 = -148431.597954
  nChanged 5
		SP:Iteration 52Q (38921.100000 sec): 3 clusters
  Score: Raw -150775.187609 + Penalty 2340.380537 = -148434.807072
  nChanged 3
		SP:Iteration 53Q (38921.230000 sec): 3 clusters
  Score: Raw -150777.482181 + Penalty 2340.380537 = -148437.101644
  nChanged 2
		SP:Iteration 54Q (38921.370000 sec): 3 clusters
  Score: Raw -150778.419753 + Penalty 2340.380537 = -148438.039216
  nChanged 3
		SP:Iteration 55Q (38921.500000 sec): 3 clusters
  Score: Raw -150783.466245 + Penalty 2340.380537 = -148443.085708
  nChanged 5
		SP:Iteration 56Q (38921.590000 sec): 3 clusters
  Score: Raw -150787.614687 + Penalty 2340.380537 = -148447.234150
  nChanged 4
		SP:Iteration 57Q (38921.790000 sec): 3 clusters
  Score: Raw -150792.440869 + Penalty 2340.380537 = -148452.060332
  nChanged 5
		SP:Iteration 58Q (38922.040000 sec): 3 clusters
  Score: Raw -150801.306178 + Penalty 2340.380537 = -148460.925641
  nChanged 3
		SP:Iteration 59Q (38922.170000 sec): 3 clusters
  Score: Raw -150804.296994 + Penalty 2340.380537 = -148463.916457
  nChanged 0
		SP:Iteration 60F (38922.370000 sec): 3 clusters
  Score: Raw -150804.296994 + Penalty 2340.380537 = -148463.916457
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 5 (5373 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (38922.510000 sec): 2 clusters
  Score: Raw -649684.866935 + Penalty 1395.735525 = -648289.131410
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (38922.730000 sec): 3 clusters
  Score: Raw -646914.240065 + Penalty 2791.471049 = -644122.769016
  nChanged 2162
		SP:Iteration 1F (38922.950000 sec): 3 clusters
  Score: Raw -648135.984635 + Penalty 2791.471049 = -645344.513586
  nChanged 459
		SP:Iteration 2F (38923.170000 sec): 3 clusters
  Score: Raw -648449.190256 + Penalty 2791.471049 = -645657.719206
  nChanged 382
		SP:Iteration 3F (38923.330000 sec): 3 clusters
  Score: Raw -648727.528787 + Penalty 2791.471049 = -645936.057738
  nChanged 360
		SP:Iteration 4F (38923.530000 sec): 3 clusters
  Score: Raw -648985.902144 + Penalty 2791.471049 = -646194.431095
  nChanged 334
		SP:Iteration 5F (38923.720000 sec): 3 clusters
  Score: Raw -649237.743280 + Penalty 2791.471049 = -646446.272231
  nChanged 295
		SP:Iteration 6F (38923.930000 sec): 3 clusters
  Score: Raw -649440.042141 + Penalty 2791.471049 = -646648.571092
  nChanged 238
		SP:Iteration 7Q (38924.110000 sec): 3 clusters
  Score: Raw -649580.528918 + Penalty 2791.471049 = -646789.057868
  nChanged 182
		SP:Iteration 8Q (38924.250000 sec): 3 clusters
  Score: Raw -649673.320835 + Penalty 2791.471049 = -646881.849786
  nChanged 128
		SP:Iteration 9Q (38924.430000 sec): 3 clusters
  Score: Raw -649725.610640 + Penalty 2791.471049 = -646934.139590
  nChanged 96
		SP:Iteration 10Q (38924.580000 sec): 3 clusters
  Score: Raw -649768.315581 + Penalty 2791.471049 = -646976.844531
  nChanged 82
		SP:Iteration 11Q (38924.760000 sec): 3 clusters
  Score: Raw -649807.749597 + Penalty 2791.471049 = -647016.278547
  nChanged 76
		SP:Iteration 12Q (38924.940000 sec): 3 clusters
  Score: Raw -649839.210385 + Penalty 2791.471049 = -647047.739336
  nChanged 59
		SP:Iteration 13Q (38925.120000 sec): 3 clusters
  Score: Raw -649864.667082 + Penalty 2791.471049 = -647073.196032
  nChanged 55
		SP:Iteration 14Q (38925.290000 sec): 3 clusters
  Score: Raw -649883.620550 + Penalty 2791.471049 = -647092.149501
  nChanged 37
		SP:Iteration 15Q (38925.450000 sec): 3 clusters
  Score: Raw -649897.725831 + Penalty 2791.471049 = -647106.254782
  nChanged 33
		SP:Iteration 16Q (38925.630000 sec): 3 clusters
  Score: Raw -649911.963183 + Penalty 2791.471049 = -647120.492134
  nChanged 38
		SP:Iteration 17Q (38925.810000 sec): 3 clusters
  Score: Raw -649933.836449 + Penalty 2791.471049 = -647142.365400
  nChanged 52
		SP:Iteration 18Q (38926.010000 sec): 3 clusters
  Score: Raw -649962.103404 + Penalty 2791.471049 = -647170.632355
  nChanged 45
		SP:Iteration 19Q (38926.170000 sec): 3 clusters
  Score: Raw -649984.654811 + Penalty 2791.471049 = -647193.183762
  nChanged 37
		SP:Iteration 20F (38926.340000 sec): 3 clusters
  Score: Raw -649999.997859 + Penalty 2791.471049 = -647208.526810
  nChanged 23
		SP:Iteration 21Q (38926.510000 sec): 3 clusters
  Score: Raw -650006.784432 + Penalty 2791.471049 = -647215.313383
  nChanged 10
		SP:Iteration 22Q (38926.770000 sec): 3 clusters
  Score: Raw -650008.586620 + Penalty 2791.471049 = -647217.115571
  nChanged 5
		SP:Iteration 23Q (38926.960000 sec): 3 clusters
  Score: Raw -650010.488871 + Penalty 2791.471049 = -647219.017822
  nChanged 8
		SP:Iteration 24Q (38927.150000 sec): 3 clusters
  Score: Raw -650012.466441 + Penalty 2791.471049 = -647220.995392
  nChanged 7
		SP:Iteration 25Q (38927.390000 sec): 3 clusters
  Score: Raw -650014.181734 + Penalty 2791.471049 = -647222.710684
  nChanged 9
		SP:Iteration 26Q (38927.540000 sec): 3 clusters
  Score: Raw -650016.503064 + Penalty 2791.471049 = -647225.032015
  nChanged 8
		SP:Iteration 27Q (38927.760000 sec): 3 clusters
  Score: Raw -650018.061972 + Penalty 2791.471049 = -647226.590923
  nChanged 5
		SP:Iteration 28Q (38927.960000 sec): 3 clusters
  Score: Raw -650019.060162 + Penalty 2791.471049 = -647227.589113
  nChanged 3
		SP:Iteration 29Q (38928.150000 sec): 3 clusters
  Score: Raw -650019.519324 + Penalty 2791.471049 = -647228.048275
  nChanged 3
		SP:Iteration 30Q (38928.320000 sec): 3 clusters
  Score: Raw -650020.264634 + Penalty 2791.471049 = -647228.793585
  nChanged 3
		SP:Iteration 31Q (38928.500000 sec): 3 clusters
  Score: Raw -650020.715912 + Penalty 2791.471049 = -647229.244863
  nChanged 2
		SP:Iteration 32Q (38928.650000 sec): 3 clusters
  Score: Raw -650021.243034 + Penalty 2791.471049 = -647229.771985
  nChanged 2
		SP:Iteration 33Q (38928.760000 sec): 3 clusters
  Score: Raw -650021.964387 + Penalty 2791.471049 = -647230.493337
  nChanged 4
		SP:Iteration 34Q (38928.940000 sec): 3 clusters
  Score: Raw -650022.788725 + Penalty 2791.471049 = -647231.317676
  nChanged 2
		SP:Iteration 35Q (38929.040000 sec): 3 clusters
  Score: Raw -650023.292542 + Penalty 2791.471049 = -647231.821493
  nChanged 1
		SP:Iteration 36Q (38929.220000 sec): 3 clusters
  Score: Raw -650023.490008 + Penalty 2791.471049 = -647232.018959
  nChanged 2
		SP:Iteration 37Q (38929.400000 sec): 3 clusters
  Score: Raw -650023.807907 + Penalty 2791.471049 = -647232.336858
  nChanged 3
		SP:Iteration 38Q (38929.590000 sec): 3 clusters
  Score: Raw -650024.298543 + Penalty 2791.471049 = -647232.827494
  nChanged 5
		SP:Iteration 39Q (38929.790000 sec): 3 clusters
  Score: Raw -650025.110022 + Penalty 2791.471049 = -647233.638972
  nChanged 5
		SP:Iteration 40F (38930.010000 sec): 3 clusters
  Score: Raw -650026.069912 + Penalty 2791.471049 = -647234.598862
  nChanged 1
		SP:Iteration 41Q (38930.160000 sec): 3 clusters
  Score: Raw -650026.221772 + Penalty 2791.471049 = -647234.750723
  nChanged 0
		SP:Iteration 42F (38930.350000 sec): 3 clusters
  Score: Raw -650026.221772 + Penalty 2791.471049 = -647234.750723
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 6 (970 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (38930.460000 sec): 2 clusters
  Score: Raw -113508.727423 + Penalty 1117.560612 = -112391.166811
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (38930.560000 sec): 3 clusters
  Score: Raw -113226.822240 + Penalty 2235.121223 = -110991.701017
  nChanged 292
		SP:Iteration 1F (38930.700000 sec): 3 clusters
  Score: Raw -113521.323324 + Penalty 2235.121223 = -111286.202101
  nChanged 74
		SP:Iteration 2F (38930.850000 sec): 3 clusters
  Score: Raw -113600.931961 + Penalty 2235.121223 = -111365.810737
  nChanged 36
		SP:Iteration 3Q (38930.980000 sec): 3 clusters
  Score: Raw -113640.819735 + Penalty 2235.121223 = -111405.698512
  nChanged 24
		SP:Iteration 4Q (38931.140000 sec): 3 clusters
  Score: Raw -113667.281095 + Penalty 2235.121223 = -111432.159872
  nChanged 15
		SP:Iteration 5Q (38931.280000 sec): 3 clusters
  Score: Raw -113685.887594 + Penalty 2235.121223 = -111450.766371
  nChanged 12
		SP:Iteration 6Q (38931.430000 sec): 3 clusters
  Score: Raw -113696.272388 + Penalty 2235.121223 = -111461.151164
  nChanged 4
		SP:Iteration 7Q (38931.570000 sec): 3 clusters
  Score: Raw -113697.927870 + Penalty 2235.121223 = -111462.806647
  nChanged 3
		SP:Iteration 8Q (38931.700000 sec): 3 clusters
  Score: Raw -113699.428122 + Penalty 2235.121223 = -111464.306899
  nChanged 2
		SP:Iteration 9Q (38931.830000 sec): 3 clusters
  Score: Raw -113700.681658 + Penalty 2235.121223 = -111465.560435
  nChanged 4
		SP:Iteration 10Q (38932.010000 sec): 3 clusters
  Score: Raw -113703.028685 + Penalty 2235.121223 = -111467.907461
  nChanged 3
		SP:Iteration 11Q (38932.190000 sec): 3 clusters
  Score: Raw -113705.482747 + Penalty 2235.121223 = -111470.361524
  nChanged 4
		SP:Iteration 12Q (38932.370000 sec): 3 clusters
  Score: Raw -113707.812926 + Penalty 2235.121223 = -111472.691703
  nChanged 5
		SP:Iteration 13Q (38932.520000 sec): 3 clusters
  Score: Raw -113712.051927 + Penalty 2235.121223 = -111476.930703
  nChanged 8
		SP:Iteration 14Q (38932.690000 sec): 3 clusters
  Score: Raw -113717.679714 + Penalty 2235.121223 = -111482.558491
  nChanged 9
		SP:Iteration 15Q (38932.860000 sec): 3 clusters
  Score: Raw -113723.900516 + Penalty 2235.121223 = -111488.779293
  nChanged 11
		SP:Iteration 16Q (38933.000000 sec): 3 clusters
  Score: Raw -113731.687237 + Penalty 2235.121223 = -111496.566014
  nChanged 11
		SP:Iteration 17Q (38933.120000 sec): 3 clusters
  Score: Raw -113739.539911 + Penalty 2235.121223 = -111504.418688
  nChanged 8
		SP:Iteration 18Q (38933.260000 sec): 3 clusters
  Score: Raw -113743.223708 + Penalty 2235.121223 = -111508.102485
  nChanged 6
		SP:Iteration 19Q (38933.390000 sec): 3 clusters
  Score: Raw -113747.746430 + Penalty 2235.121223 = -111512.625207
  nChanged 5
		SP:Iteration 20F (38933.530000 sec): 3 clusters
  Score: Raw -113750.779862 + Penalty 2235.121223 = -111515.658638
  nChanged 2
		SP:Iteration 21Q (38933.670000 sec): 3 clusters
  Score: Raw -113751.757046 + Penalty 2235.121223 = -111516.635823
  nChanged 1
		SP:Iteration 22Q (38933.810000 sec): 3 clusters
  Score: Raw -113751.928213 + Penalty 2235.121223 = -111516.806990
  nChanged 0
		SP:Iteration 23F (38933.940000 sec): 3 clusters
  Score: Raw -113751.928213 + Penalty 2235.121223 = -111516.806990
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 7 (4084 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (38934.070000 sec): 2 clusters
  Score: Raw -497017.289403 + Penalty 1351.160229 = -495666.129174
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (38934.240000 sec): 3 clusters
  Score: Raw -494988.116967 + Penalty 2702.320458 = -492285.796509
  nChanged 1587
		SP:Iteration 1F (38934.450000 sec): 3 clusters
  Score: Raw -495889.137970 + Penalty 2702.320458 = -493186.817511
  nChanged 279
		SP:Iteration 2F (38934.640000 sec): 3 clusters
  Score: Raw -496045.645391 + Penalty 2702.320458 = -493343.324933
  nChanged 218
		SP:Iteration 3F (38934.830000 sec): 3 clusters
  Score: Raw -496158.785115 + Penalty 2702.320458 = -493456.464657
  nChanged 174
		SP:Iteration 4Q (38935.030000 sec): 3 clusters
  Score: Raw -496257.167147 + Penalty 2702.320458 = -493554.846689
  nChanged 152
		SP:Iteration 5Q (38935.220000 sec): 3 clusters
  Score: Raw -496328.508192 + Penalty 2702.320458 = -493626.187734
  nChanged 111
		SP:Iteration 6Q (38935.430000 sec): 3 clusters
  Score: Raw -496376.540498 + Penalty 2702.320458 = -493674.220040
  nChanged 90
		SP:Iteration 7Q (38935.640000 sec): 3 clusters
  Score: Raw -496415.285810 + Penalty 2702.320458 = -493712.965352
  nChanged 77
		SP:Iteration 8Q (38935.820000 sec): 3 clusters
  Score: Raw -496451.622497 + Penalty 2702.320458 = -493749.302039
  nChanged 87
		SP:Iteration 9Q (38935.990000 sec): 3 clusters
  Score: Raw -496495.142826 + Penalty 2702.320458 = -493792.822368
  nChanged 90
		SP:Iteration 10Q (38936.170000 sec): 3 clusters
  Score: Raw -496540.407401 + Penalty 2702.320458 = -493838.086943
  nChanged 94
		SP:Iteration 11Q (38936.320000 sec): 3 clusters
  Score: Raw -496594.242845 + Penalty 2702.320458 = -493891.922387
  nChanged 89
		SP:Iteration 12Q (38936.450000 sec): 3 clusters
  Score: Raw -496647.486316 + Penalty 2702.320458 = -493945.165858
  nChanged 89
		SP:Iteration 13Q (38936.590000 sec): 3 clusters
  Score: Raw -496696.248320 + Penalty 2702.320458 = -493993.927861
  nChanged 82
		SP:Iteration 14Q (38936.800000 sec): 3 clusters
  Score: Raw -496745.465288 + Penalty 2702.320458 = -494043.144830
  nChanged 81
		SP:Iteration 15Q (38936.980000 sec): 3 clusters
  Score: Raw -496785.756946 + Penalty 2702.320458 = -494083.436487
  nChanged 72
		SP:Iteration 16Q (38937.160000 sec): 3 clusters
  Score: Raw -496823.877853 + Penalty 2702.320458 = -494121.557395
  nChanged 64
		SP:Iteration 17Q (38937.330000 sec): 3 clusters
  Score: Raw -496864.965401 + Penalty 2702.320458 = -494162.644943
  nChanged 61
		SP:Iteration 18Q (38937.550000 sec): 3 clusters
  Score: Raw -496904.187492 + Penalty 2702.320458 = -494201.867034
  nChanged 66
		SP:Iteration 19Q (38937.730000 sec): 3 clusters
  Score: Raw -496947.805292 + Penalty 2702.320458 = -494245.484834
  nChanged 65
		SP:Iteration 20F (38937.940000 sec): 3 clusters
  Score: Raw -496993.478478 + Penalty 2702.320458 = -494291.158019
  nChanged 64
		SP:Iteration 21Q (38938.130000 sec): 3 clusters
  Score: Raw -497035.197640 + Penalty 2702.320458 = -494332.877182
  nChanged 59
		SP:Iteration 22Q (38938.290000 sec): 3 clusters
  Score: Raw -497086.855620 + Penalty 2702.320458 = -494384.535161
  nChanged 64
		SP:Iteration 23Q (38938.440000 sec): 3 clusters
  Score: Raw -497132.630713 + Penalty 2702.320458 = -494430.310255
  nChanged 49
		SP:Iteration 24Q (38938.600000 sec): 3 clusters
  Score: Raw -497167.659126 + Penalty 2702.320458 = -494465.338668
  nChanged 44
		SP:Iteration 25Q (38938.780000 sec): 3 clusters
  Score: Raw -497200.499234 + Penalty 2702.320458 = -494498.178776
  nChanged 25
		SP:Iteration 26Q (38938.920000 sec): 3 clusters
  Score: Raw -497221.565516 + Penalty 2702.320458 = -494519.245057
  nChanged 32
		SP:Iteration 27Q (38939.060000 sec): 3 clusters
  Score: Raw -497244.028850 + Penalty 2702.320458 = -494541.708391
  nChanged 27
		SP:Iteration 28Q (38939.240000 sec): 3 clusters
  Score: Raw -497262.203681 + Penalty 2702.320458 = -494559.883223
  nChanged 18
		SP:Iteration 29Q (38939.380000 sec): 3 clusters
  Score: Raw -497275.833642 + Penalty 2702.320458 = -494573.513184
  nChanged 18
		SP:Iteration 30Q (38939.540000 sec): 3 clusters
  Score: Raw -497288.302714 + Penalty 2702.320458 = -494585.982256
  nChanged 15
		SP:Iteration 31Q (38939.700000 sec): 3 clusters
  Score: Raw -497297.028553 + Penalty 2702.320458 = -494594.708095
  nChanged 10
		SP:Iteration 32Q (38939.860000 sec): 3 clusters
  Score: Raw -497301.529803 + Penalty 2702.320458 = -494599.209345
  nChanged 8
		SP:Iteration 33Q (38940.020000 sec): 3 clusters
  Score: Raw -497305.681077 + Penalty 2702.320458 = -494603.360619
  nChanged 4
		SP:Iteration 34Q (38940.180000 sec): 3 clusters
  Score: Raw -497308.324580 + Penalty 2702.320458 = -494606.004122
  nChanged 3
		SP:Iteration 35Q (38940.340000 sec): 3 clusters
  Score: Raw -497310.090209 + Penalty 2702.320458 = -494607.769750
  nChanged 2
		SP:Iteration 36Q (38940.500000 sec): 3 clusters
  Score: Raw -497311.815104 + Penalty 2702.320458 = -494609.494646
  nChanged 0
		SP:Iteration 37F (38940.660000 sec): 3 clusters
  Score: Raw -497311.815104 + Penalty 2702.320458 = -494609.494646
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 8 (2583 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (38940.760000 sec): 2 clusters
  Score: Raw -299801.951807 + Penalty 1276.714854 = -298525.236953
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (38940.920000 sec): 3 clusters
  Score: Raw -298627.863620 + Penalty 2553.429708 = -296074.433912
  nChanged 933
		SP:Iteration 1F (38941.080000 sec): 3 clusters
  Score: Raw -299143.346664 + Penalty 2553.429708 = -296589.916956
  nChanged 209
		SP:Iteration 2F (38941.240000 sec): 3 clusters
  Score: Raw -299277.835731 + Penalty 2553.429708 = -296724.406024
  nChanged 114
		SP:Iteration 3Q (38941.400000 sec): 3 clusters
  Score: Raw -299351.265073 + Penalty 2553.429708 = -296797.835365
  nChanged 96
		SP:Iteration 4Q (38941.560000 sec): 3 clusters
  Score: Raw -299413.212783 + Penalty 2553.429708 = -296859.783075
  nChanged 82
		SP:Iteration 5Q (38941.720000 sec): 3 clusters
  Score: Raw -299473.607948 + Penalty 2553.429708 = -296920.178241
  nChanged 74
		SP:Iteration 6Q (38941.880000 sec): 3 clusters
  Score: Raw -299518.838121 + Penalty 2553.429708 = -296965.408413
  nChanged 57
		SP:Iteration 7Q (38942.040000 sec): 3 clusters
  Score: Raw -299553.744828 + Penalty 2553.429708 = -297000.315121
  nChanged 59
		SP:Iteration 8Q (38942.200000 sec): 3 clusters
  Score: Raw -299583.359135 + Penalty 2553.429708 = -297029.929427
  nChanged 47
		SP:Iteration 9Q (38942.360000 sec): 3 clusters
  Score: Raw -299607.346344 + Penalty 2553.429708 = -297053.916637
  nChanged 41
		SP:Iteration 10Q (38942.520000 sec): 3 clusters
  Score: Raw -299629.036206 + Penalty 2553.429708 = -297075.606498
  nChanged 38
		SP:Iteration 11Q (38942.680000 sec): 3 clusters
  Score: Raw -299651.623458 + Penalty 2553.429708 = -297098.193750
  nChanged 40
		SP:Iteration 12Q (38942.840000 sec): 3 clusters
  Score: Raw -299671.395519 + Penalty 2553.429708 = -297117.965812
  nChanged 44
		SP:Iteration 13Q (38943.000000 sec): 3 clusters
  Score: Raw -299699.540445 + Penalty 2553.429708 = -297146.110738
  nChanged 49
		SP:Iteration 14Q (38943.160000 sec): 3 clusters
  Score: Raw -299732.010588 + Penalty 2553.429708 = -297178.580881
  nChanged 46
		SP:Iteration 15Q (38943.320000 sec): 3 clusters
  Score: Raw -299758.666600 + Penalty 2553.429708 = -297205.236892
  nChanged 41
		SP:Iteration 16Q (38943.480000 sec): 3 clusters
  Score: Raw -299784.169767 + Penalty 2553.429708 = -297230.740060
  nChanged 43
		SP:Iteration 17Q (38943.640000 sec): 3 clusters
  Score: Raw -299812.992811 + Penalty 2553.429708 = -297259.563103
  nChanged 51
		SP:Iteration 18Q (38943.800000 sec): 3 clusters
  Score: Raw -299850.049633 + Penalty 2553.429708 = -297296.619925
  nChanged 45
		SP:Iteration 19Q (38943.940000 sec): 3 clusters
  Score: Raw -299879.359316 + Penalty 2553.429708 = -297325.929609
  nChanged 45
		SP:Iteration 20F (38944.090000 sec): 3 clusters
  Score: Raw -299911.880901 + Penalty 2553.429708 = -297358.451193
  nChanged 45
		SP:Iteration 21Q (38944.250000 sec): 3 clusters
  Score: Raw -299945.441630 + Penalty 2553.429708 = -297392.011922
  nChanged 47
		SP:Iteration 22Q (38944.410000 sec): 3 clusters
  Score: Raw -299980.095811 + Penalty 2553.429708 = -297426.666104
  nChanged 45
		SP:Iteration 23Q (38944.570000 sec): 3 clusters
  Score: Raw -300014.473468 + Penalty 2553.429708 = -297461.043760
  nChanged 28
		SP:Iteration 24Q (38944.720000 sec): 3 clusters
  Score: Raw -300028.378578 + Penalty 2553.429708 = -297474.948870
  nChanged 21
		SP:Iteration 25Q (38944.880000 sec): 3 clusters
  Score: Raw -300044.065378 + Penalty 2553.429708 = -297490.635671
  nChanged 25
		SP:Iteration 26Q (38945.040000 sec): 3 clusters
  Score: Raw -300060.062036 + Penalty 2553.429708 = -297506.632328
  nChanged 26
		SP:Iteration 27Q (38945.200000 sec): 3 clusters
  Score: Raw -300081.500211 + Penalty 2553.429708 = -297528.070503
  nChanged 25
		SP:Iteration 28Q (38945.360000 sec): 3 clusters
  Score: Raw -300096.492484 + Penalty 2553.429708 = -297543.062776
  nChanged 14
		SP:Iteration 29Q (38945.540000 sec): 3 clusters
  Score: Raw -300104.842281 + Penalty 2553.429708 = -297551.412574
  nChanged 12
		SP:Iteration 30Q (38945.680000 sec): 3 clusters
  Score: Raw -300113.523181 + Penalty 2553.429708 = -297560.093473
  nChanged 15
		SP:Iteration 31Q (38945.840000 sec): 3 clusters
  Score: Raw -300123.285739 + Penalty 2553.429708 = -297569.856031
  nChanged 17
		SP:Iteration 32Q (38946.000000 sec): 3 clusters
  Score: Raw -300133.100121 + Penalty 2553.429708 = -297579.670413
  nChanged 11
		SP:Iteration 33Q (38946.160000 sec): 3 clusters
  Score: Raw -300140.459296 + Penalty 2553.429708 = -297587.029588
  nChanged 11
		SP:Iteration 34Q (38946.320000 sec): 3 clusters
  Score: Raw -300149.091936 + Penalty 2553.429708 = -297595.662228
  nChanged 8
		SP:Iteration 35Q (38946.480000 sec): 3 clusters
  Score: Raw -300152.877563 + Penalty 2553.429708 = -297599.447855
  nChanged 6
		SP:Iteration 36Q (38946.640000 sec): 3 clusters
  Score: Raw -300158.681813 + Penalty 2553.429708 = -297605.252106
  nChanged 9
		SP:Iteration 37Q (38946.800000 sec): 3 clusters
  Score: Raw -300166.759510 + Penalty 2553.429708 = -297613.329803
  nChanged 5
		SP:Iteration 38Q (38946.960000 sec): 3 clusters
  Score: Raw -300171.477023 + Penalty 2553.429708 = -297618.047315
  nChanged 2
		SP:Iteration 39Q (38947.120000 sec): 3 clusters
  Score: Raw -300173.007804 + Penalty 2553.429708 = -297619.578096
  nChanged 0
		SP:Iteration 40F (38947.340000 sec): 3 clusters
  Score: Raw -300173.007804 + Penalty 2553.429708 = -297619.578096
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 9 (346495 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (38949.100000 sec): 2 clusters
  Score: Raw -42507850.858822 + Penalty 2072.788846 = -42505778.069976
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (38951.420000 sec): 3 clusters
  Score: Raw -42275416.705448 + Penalty 4145.577692 = -42271271.127757
  nChanged 169345
		SP:Iteration 1F (38953.710000 sec): 3 clusters
  Score: Raw -42379332.435387 + Penalty 4145.577692 = -42375186.857695
  nChanged 13997
		SP:Iteration 2Q (38956.080000 sec): 3 clusters
  Score: Raw -42384414.242104 + Penalty 4145.577692 = -42380268.664412
  nChanged 19261
		SP:Iteration 3F (38958.290000 sec): 3 clusters
  Score: Raw -42394103.139179 + Penalty 4145.577692 = -42389957.561487
  nChanged 25540
		SP:Iteration 4F (38960.500000 sec): 3 clusters
  Score: Raw -42411100.987735 + Penalty 4145.577692 = -42406955.410043
  nChanged 29272
		SP:Iteration 5F (38962.610000 sec): 3 clusters
  Score: Raw -42434174.526972 + Penalty 4145.577692 = -42430028.949280
  nChanged 28264
		SP:Iteration 6F (38964.580000 sec): 3 clusters
  Score: Raw -42458556.669757 + Penalty 4145.577692 = -42454411.092065
  nChanged 22765
		SP:Iteration 7F (38966.770000 sec): 3 clusters
  Score: Raw -42478900.421680 + Penalty 4145.577692 = -42474754.843988
  nChanged 15486
		SP:Iteration 8Q (38969.420000 sec): 3 clusters
  Score: Raw -42492594.056848 + Penalty 4145.577692 = -42488448.479156
  nChanged 9206
		SP:Iteration 9Q (38971.890000 sec): 3 clusters
  Score: Raw -42500455.498166 + Penalty 4145.577692 = -42496309.920474
  nChanged 4963
		SP:Iteration 10Q (38973.920000 sec): 3 clusters
  Score: Raw -42504484.069181 + Penalty 4145.577692 = -42500338.491489
  nChanged 2524
		SP:Iteration 11Q (38975.990000 sec): 3 clusters
  Score: Raw -42506453.813403 + Penalty 4145.577692 = -42502308.235712
  nChanged 1185
		SP:Iteration 12Q (38978.030000 sec): 3 clusters
  Score: Raw -42507353.583788 + Penalty 4145.577692 = -42503208.006096
  nChanged 494
		SP:Iteration 13Q (38980.000000 sec): 3 clusters
  Score: Raw -42507750.044165 + Penalty 4145.577692 = -42503604.466473
  nChanged 226
		SP:Iteration 14Q (38981.870000 sec): 3 clusters
  Score: Raw -42507939.541759 + Penalty 4145.577692 = -42503793.964067
  nChanged 113
		SP:Iteration 15Q (38983.840000 sec): 3 clusters
  Score: Raw -42508031.447375 + Penalty 4145.577692 = -42503885.869683
  nChanged 78
		SP:Iteration 16Q (38985.440000 sec): 3 clusters
  Score: Raw -42508102.688032 + Penalty 4145.577692 = -42503957.110340
  nChanged 53
		SP:Iteration 17Q (38987.310000 sec): 3 clusters
  Score: Raw -42508142.584021 + Penalty 4145.577692 = -42503997.006329
  nChanged 34
		SP:Iteration 18Q (38989.090000 sec): 3 clusters
  Score: Raw -42508169.268787 + Penalty 4145.577692 = -42504023.691095
  nChanged 25
		SP:Iteration 19Q (38990.890000 sec): 3 clusters
  Score: Raw -42508193.457417 + Penalty 4145.577692 = -42504047.879725
  nChanged 26
		SP:Iteration 20F (38992.860000 sec): 3 clusters
  Score: Raw -42508212.050135 + Penalty 4145.577692 = -42504066.472443
  nChanged 17
		SP:Iteration 21Q (38994.710000 sec): 3 clusters
  Score: Raw -42508223.010305 + Penalty 4145.577692 = -42504077.432613
  nChanged 13
		SP:Iteration 22Q (38997.250000 sec): 3 clusters
  Score: Raw -42508232.055650 + Penalty 4145.577692 = -42504086.477958
  nChanged 12
		SP:Iteration 23Q (38999.460000 sec): 3 clusters
  Score: Raw -42508241.697370 + Penalty 4145.577692 = -42504096.119678
  nChanged 7
		SP:Iteration 24Q (39001.360000 sec): 3 clusters
  Score: Raw -42508246.902602 + Penalty 4145.577692 = -42504101.324911
  nChanged 4
		SP:Iteration 25Q (39003.280000 sec): 3 clusters
  Score: Raw -42508250.332184 + Penalty 4145.577692 = -42504104.754492
  nChanged 9
		SP:Iteration 26Q (39005.050000 sec): 3 clusters
  Score: Raw -42508257.504588 + Penalty 4145.577692 = -42504111.926896
  nChanged 9
		SP:Iteration 27Q (39006.860000 sec): 3 clusters
  Score: Raw -42508263.120971 + Penalty 4145.577692 = -42504117.543279
  nChanged 9
		SP:Iteration 28Q (39008.860000 sec): 3 clusters
  Score: Raw -42508269.512747 + Penalty 4145.577692 = -42504123.935056
  nChanged 10
		SP:Iteration 29Q (39010.740000 sec): 3 clusters
  Score: Raw -42508276.800395 + Penalty 4145.577692 = -42504131.222703
  nChanged 12
		SP:Iteration 30Q (39012.640000 sec): 3 clusters
  Score: Raw -42508288.335004 + Penalty 4145.577692 = -42504142.757312
  nChanged 11
		SP:Iteration 31Q (39014.420000 sec): 3 clusters
  Score: Raw -42508295.899160 + Penalty 4145.577692 = -42504150.321468
  nChanged 13
		SP:Iteration 32Q (39016.300000 sec): 3 clusters
  Score: Raw -42508305.328607 + Penalty 4145.577692 = -42504159.750915
  nChanged 9
		SP:Iteration 33Q (39018.040000 sec): 3 clusters
  Score: Raw -42508312.648832 + Penalty 4145.577692 = -42504167.071141
  nChanged 5
		SP:Iteration 34Q (39019.870000 sec): 3 clusters
  Score: Raw -42508317.197397 + Penalty 4145.577692 = -42504171.619705
  nChanged 5
		SP:Iteration 35Q (39021.640000 sec): 3 clusters
  Score: Raw -42508321.009865 + Penalty 4145.577692 = -42504175.432173
  nChanged 4
		SP:Iteration 36Q (39024.010000 sec): 3 clusters
  Score: Raw -42508323.295378 + Penalty 4145.577692 = -42504177.717686
  nChanged 3
		SP:Iteration 37Q (39025.720000 sec): 3 clusters
  Score: Raw -42508324.799755 + Penalty 4145.577692 = -42504179.222063
  nChanged 0
		SP:Iteration 38F (39027.770000 sec): 3 clusters
  Score: Raw -42508324.799755 + Penalty 4145.577692 = -42504179.222063
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 10 (30926 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (39028.210000 sec): 2 clusters
  Score: Raw -3652375.970383 + Penalty 1680.144787 = -3650695.825596
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (39028.590000 sec): 3 clusters
  Score: Raw -3633279.380832 + Penalty 3360.289573 = -3629919.091259
  nChanged 14200
		SP:Iteration 1F (39028.950000 sec): 3 clusters
  Score: Raw -3640969.072026 + Penalty 3360.289573 = -3637608.782453
  nChanged 1213
		SP:Iteration 2Q (39029.360000 sec): 3 clusters
  Score: Raw -3641309.278627 + Penalty 3360.289573 = -3637948.989054
  nChanged 1175
		SP:Iteration 3Q (39029.790000 sec): 3 clusters
  Score: Raw -3641626.302211 + Penalty 3360.289573 = -3638266.012637
  nChanged 1136
		SP:Iteration 4Q (39030.190000 sec): 3 clusters
  Score: Raw -3641946.373554 + Penalty 3360.289573 = -3638586.083980
  nChanged 1176
		SP:Iteration 5Q (39030.610000 sec): 3 clusters
  Score: Raw -3642304.735047 + Penalty 3360.289573 = -3638944.445474
  nChanged 1270
		SP:Iteration 6Q (39030.960000 sec): 3 clusters
  Score: Raw -3642760.390365 + Penalty 3360.289573 = -3639400.100792
  nChanged 1383
		SP:Iteration 7Q (39031.320000 sec): 3 clusters
  Score: Raw -3643342.791230 + Penalty 3360.289573 = -3639982.501656
  nChanged 1601
		SP:Iteration 8F (39031.710000 sec): 3 clusters
  Score: Raw -3644172.625164 + Penalty 3360.289573 = -3640812.335591
  nChanged 1888
		SP:Iteration 9F (39032.050000 sec): 3 clusters
  Score: Raw -3645364.295091 + Penalty 3360.289573 = -3642004.005517
  nChanged 2122
		SP:Iteration 10F (39032.430000 sec): 3 clusters
  Score: Raw -3646971.865960 + Penalty 3360.289573 = -3643611.576387
  nChanged 2130
		SP:Iteration 11F (39032.750000 sec): 3 clusters
  Score: Raw -3648782.512876 + Penalty 3360.289573 = -3645422.223303
  nChanged 1805
		SP:Iteration 12F (39033.110000 sec): 3 clusters
  Score: Raw -3650396.512452 + Penalty 3360.289573 = -3647036.222879
  nChanged 1218
		SP:Iteration 13Q (39033.460000 sec): 3 clusters
  Score: Raw -3651494.204424 + Penalty 3360.289573 = -3648133.914850
  nChanged 668
		SP:Iteration 14Q (39033.790000 sec): 3 clusters
  Score: Raw -3652058.503916 + Penalty 3360.289573 = -3648698.214343
  nChanged 313
		SP:Iteration 15Q (39034.160000 sec): 3 clusters
  Score: Raw -3652342.926757 + Penalty 3360.289573 = -3648982.637184
  nChanged 137
		SP:Iteration 16Q (39034.490000 sec): 3 clusters
  Score: Raw -3652481.015446 + Penalty 3360.289573 = -3649120.725873
  nChanged 60
		SP:Iteration 17Q (39034.890000 sec): 3 clusters
  Score: Raw -3652540.597329 + Penalty 3360.289573 = -3649180.307756
  nChanged 20
		SP:Iteration 18Q (39035.250000 sec): 3 clusters
  Score: Raw -3652562.147260 + Penalty 3360.289573 = -3649201.857687
  nChanged 6
		SP:Iteration 19Q (39035.530000 sec): 3 clusters
  Score: Raw -3652570.861663 + Penalty 3360.289573 = -3649210.572089
  nChanged 8
		SP:Iteration 20F (39035.820000 sec): 3 clusters
  Score: Raw -3652579.935459 + Penalty 3360.289573 = -3649219.645886
  nChanged 6
		SP:Iteration 21Q (39036.160000 sec): 3 clusters
  Score: Raw -3652587.703294 + Penalty 3360.289573 = -3649227.413721
  nChanged 3
		SP:Iteration 22Q (39036.460000 sec): 3 clusters
  Score: Raw -3652589.622722 + Penalty 3360.289573 = -3649229.333149
  nChanged 2
		SP:Iteration 23Q (39036.790000 sec): 3 clusters
  Score: Raw -3652593.164083 + Penalty 3360.289573 = -3649232.874510
  nChanged 0
		SP:Iteration 24F (39037.100000 sec): 3 clusters
  Score: Raw -3652593.164083 + Penalty 3360.289573 = -3649232.874510
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 11 (1204 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (39037.220000 sec): 2 clusters
  Score: Raw -141660.426129 + Penalty 1152.678252 = -140507.747878
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (39037.320000 sec): 3 clusters
  Score: Raw -141288.358200 + Penalty 2305.356503 = -138983.001697
  nChanged 406
		SP:Iteration 1F (39037.480000 sec): 3 clusters
  Score: Raw -141842.598153 + Penalty 2305.356503 = -139537.241650
  nChanged 132
		SP:Iteration 2F (39037.650000 sec): 3 clusters
  Score: Raw -142050.803449 + Penalty 2305.356503 = -139745.446946
  nChanged 101
		SP:Iteration 3F (39037.910000 sec): 3 clusters
  Score: Raw -142232.914938 + Penalty 2305.356503 = -139927.558434
  nChanged 67
		SP:Iteration 4F (39038.110000 sec): 3 clusters
  Score: Raw -142319.889578 + Penalty 2305.356503 = -140014.533074
  nChanged 42
		SP:Iteration 5Q (39038.270000 sec): 3 clusters
  Score: Raw -142373.009171 + Penalty 2305.356503 = -140067.652668
  nChanged 30
		SP:Iteration 6Q (39038.610000 sec): 3 clusters
  Score: Raw -142416.547819 + Penalty 2305.356503 = -140111.191315
  nChanged 26
		SP:Iteration 7Q (39038.760000 sec): 3 clusters
  Score: Raw -142451.216038 + Penalty 2305.356503 = -140145.859534
  nChanged 14
		SP:Iteration 8Q (39038.930000 sec): 3 clusters
  Score: Raw -142464.230823 + Penalty 2305.356503 = -140158.874319
  nChanged 8
		SP:Iteration 9Q (39039.090000 sec): 3 clusters
  Score: Raw -142473.176732 + Penalty 2305.356503 = -140167.820229
  nChanged 8
		SP:Iteration 10Q (39039.250000 sec): 3 clusters
  Score: Raw -142483.243830 + Penalty 2305.356503 = -140177.887327
  nChanged 9
		SP:Iteration 11Q (39039.410000 sec): 3 clusters
  Score: Raw -142496.968001 + Penalty 2305.356503 = -140191.611497
  nChanged 5
		SP:Iteration 12Q (39039.530000 sec): 3 clusters
  Score: Raw -142502.968019 + Penalty 2305.356503 = -140197.611516
  nChanged 6
		SP:Iteration 13Q (39039.720000 sec): 3 clusters
  Score: Raw -142509.174615 + Penalty 2305.356503 = -140203.818112
  nChanged 5
		SP:Iteration 14Q (39039.860000 sec): 3 clusters
  Score: Raw -142514.473835 + Penalty 2305.356503 = -140209.117332
  nChanged 4
		SP:Iteration 15Q (39040.010000 sec): 3 clusters
  Score: Raw -142518.266478 + Penalty 2305.356503 = -140212.909974
  nChanged 6
		SP:Iteration 16Q (39040.140000 sec): 3 clusters
  Score: Raw -142524.629406 + Penalty 2305.356503 = -140219.272903
  nChanged 4
		SP:Iteration 17Q (39040.280000 sec): 3 clusters
  Score: Raw -142528.225486 + Penalty 2305.356503 = -140222.868983
  nChanged 4
		SP:Iteration 18Q (39040.450000 sec): 3 clusters
  Score: Raw -142532.163854 + Penalty 2305.356503 = -140226.807351
  nChanged 1
		SP:Iteration 19Q (39040.630000 sec): 3 clusters
  Score: Raw -142532.987458 + Penalty 2305.356503 = -140227.630954
  nChanged 1
		SP:Iteration 20F (39040.810000 sec): 3 clusters
  Score: Raw -142533.575486 + Penalty 2305.356503 = -140228.218982
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 12 (14750 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (39040.930000 sec): 2 clusters
  Score: Raw -1778718.712873 + Penalty 1559.837234 = -1777158.875639
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (39041.220000 sec): 3 clusters
  Score: Raw -1770144.862117 + Penalty 3119.674468 = -1767025.187650
  nChanged 6431
		SP:Iteration 1F (39041.510000 sec): 3 clusters
  Score: Raw -1773572.694542 + Penalty 3119.674468 = -1770453.020075
  nChanged 812
		SP:Iteration 2F (39041.780000 sec): 3 clusters
  Score: Raw -1773904.545843 + Penalty 3119.674468 = -1770784.871375
  nChanged 720
		SP:Iteration 3Q (39042.070000 sec): 3 clusters
  Score: Raw -1774179.821705 + Penalty 3119.674468 = -1771060.147237
  nChanged 668
		SP:Iteration 4Q (39042.360000 sec): 3 clusters
  Score: Raw -1774418.096170 + Penalty 3119.674468 = -1771298.421702
  nChanged 595
		SP:Iteration 5Q (39042.650000 sec): 3 clusters
  Score: Raw -1774640.972311 + Penalty 3119.674468 = -1771521.297843
  nChanged 575
		SP:Iteration 6Q (39042.930000 sec): 3 clusters
  Score: Raw -1774863.945762 + Penalty 3119.674468 = -1771744.271294
  nChanged 568
		SP:Iteration 7Q (39043.200000 sec): 3 clusters
  Score: Raw -1775089.628526 + Penalty 3119.674468 = -1771969.954058
  nChanged 519
		SP:Iteration 8Q (39043.440000 sec): 3 clusters
  Score: Raw -1775293.702733 + Penalty 3119.674468 = -1772174.028265
  nChanged 486
		SP:Iteration 9Q (39043.780000 sec): 3 clusters
  Score: Raw -1775489.408250 + Penalty 3119.674468 = -1772369.733783
  nChanged 506
		SP:Iteration 10Q (39044.070000 sec): 3 clusters
  Score: Raw -1775699.552755 + Penalty 3119.674468 = -1772579.878288
  nChanged 500
		SP:Iteration 11Q (39044.350000 sec): 3 clusters
  Score: Raw -1775952.412535 + Penalty 3119.674468 = -1772832.738068
  nChanged 539
		SP:Iteration 12Q (39044.620000 sec): 3 clusters
  Score: Raw -1776239.731111 + Penalty 3119.674468 = -1773120.056644
  nChanged 504
		SP:Iteration 13Q (39044.820000 sec): 3 clusters
  Score: Raw -1776491.312540 + Penalty 3119.674468 = -1773371.638073
  nChanged 442
		SP:Iteration 14Q (39045.150000 sec): 3 clusters
  Score: Raw -1776694.327889 + Penalty 3119.674468 = -1773574.653421
  nChanged 368
		SP:Iteration 15Q (39045.430000 sec): 3 clusters
  Score: Raw -1776863.610148 + Penalty 3119.674468 = -1773743.935680
  nChanged 333
		SP:Iteration 16Q (39045.770000 sec): 3 clusters
  Score: Raw -1777013.696155 + Penalty 3119.674468 = -1773894.021688
  nChanged 308
		SP:Iteration 17Q (39046.010000 sec): 3 clusters
  Score: Raw -1777134.410395 + Penalty 3119.674468 = -1774014.735927
  nChanged 272
		SP:Iteration 18Q (39046.330000 sec): 3 clusters
  Score: Raw -1777245.725376 + Penalty 3119.674468 = -1774126.050908
  nChanged 261
		SP:Iteration 19Q (39046.610000 sec): 3 clusters
  Score: Raw -1777361.261738 + Penalty 3119.674468 = -1774241.587271
  nChanged 245
		SP:Iteration 20F (39046.940000 sec): 3 clusters
  Score: Raw -1777472.986899 + Penalty 3119.674468 = -1774353.312431
  nChanged 270
		SP:Iteration 21Q (39047.220000 sec): 3 clusters
  Score: Raw -1777603.829104 + Penalty 3119.674468 = -1774484.154637
  nChanged 217
		SP:Iteration 22Q (39047.470000 sec): 3 clusters
  Score: Raw -1777710.690987 + Penalty 3119.674468 = -1774591.016519
  nChanged 247
		SP:Iteration 23Q (39047.730000 sec): 3 clusters
  Score: Raw -1777844.141025 + Penalty 3119.674468 = -1774724.466557
  nChanged 227
		SP:Iteration 24Q (39048.050000 sec): 3 clusters
  Score: Raw -1777969.220705 + Penalty 3119.674468 = -1774849.546237
  nChanged 202
		SP:Iteration 25Q (39048.250000 sec): 3 clusters
  Score: Raw -1778094.193946 + Penalty 3119.674468 = -1774974.519478
  nChanged 207
		SP:Iteration 26Q (39048.520000 sec): 3 clusters
  Score: Raw -1778212.232146 + Penalty 3119.674468 = -1775092.557678
  nChanged 191
		SP:Iteration 27Q (39048.680000 sec): 3 clusters
  Score: Raw -1778321.273287 + Penalty 3119.674468 = -1775201.598819
  nChanged 164
		SP:Iteration 28Q (39048.930000 sec): 3 clusters
  Score: Raw -1778409.163016 + Penalty 3119.674468 = -1775289.488548
  nChanged 158
		SP:Iteration 29Q (39049.170000 sec): 3 clusters
  Score: Raw -1778494.856893 + Penalty 3119.674468 = -1775375.182425
  nChanged 126
		SP:Iteration 30Q (39049.350000 sec): 3 clusters
  Score: Raw -1778552.131699 + Penalty 3119.674468 = -1775432.457231
  nChanged 98
		SP:Iteration 31Q (39049.610000 sec): 3 clusters
  Score: Raw -1778594.203358 + Penalty 3119.674468 = -1775474.528890
  nChanged 97
		SP:Iteration 32Q (39049.860000 sec): 3 clusters
  Score: Raw -1778632.038993 + Penalty 3119.674468 = -1775512.364525
  nChanged 87
		SP:Iteration 33Q (39050.100000 sec): 3 clusters
  Score: Raw -1778660.576853 + Penalty 3119.674468 = -1775540.902385
  nChanged 67
		SP:Iteration 34Q (39050.390000 sec): 3 clusters
  Score: Raw -1778685.181578 + Penalty 3119.674468 = -1775565.507111
  nChanged 59
		SP:Iteration 35Q (39050.660000 sec): 3 clusters
  Score: Raw -1778705.810109 + Penalty 3119.674468 = -1775586.135642
  nChanged 45
		SP:Iteration 36Q (39050.910000 sec): 3 clusters
  Score: Raw -1778720.382030 + Penalty 3119.674468 = -1775600.707563
  nChanged 38
		SP:Iteration 37Q (39051.100000 sec): 3 clusters
  Score: Raw -1778733.262369 + Penalty 3119.674468 = -1775613.587901
  nChanged 37
		SP:Iteration 38Q (39051.310000 sec): 3 clusters
  Score: Raw -1778748.539334 + Penalty 3119.674468 = -1775628.864866
  nChanged 44
		SP:Iteration 39Q (39051.540000 sec): 3 clusters
  Score: Raw -1778763.238431 + Penalty 3119.674468 = -1775643.563963
  nChanged 47
		SP:Iteration 40F (39051.810000 sec): 3 clusters
  Score: Raw -1778780.105025 + Penalty 3119.674468 = -1775660.430558
  nChanged 45
		SP:Iteration 41Q (39052.060000 sec): 3 clusters
  Score: Raw -1778794.202519 + Penalty 3119.674468 = -1775674.528051
  nChanged 40
		SP:Iteration 42Q (39052.280000 sec): 3 clusters
  Score: Raw -1778807.749979 + Penalty 3119.674468 = -1775688.075511
  nChanged 33
		SP:Iteration 43Q (39052.560000 sec): 3 clusters
  Score: Raw -1778817.345586 + Penalty 3119.674468 = -1775697.671118
  nChanged 33
		SP:Iteration 44Q (39052.820000 sec): 3 clusters
  Score: Raw -1778827.488292 + Penalty 3119.674468 = -1775707.813824
  nChanged 30
		SP:Iteration 45Q (39053.030000 sec): 3 clusters
  Score: Raw -1778837.728109 + Penalty 3119.674468 = -1775718.053641
  nChanged 24
		SP:Iteration 46Q (39053.300000 sec): 3 clusters
  Score: Raw -1778847.207253 + Penalty 3119.674468 = -1775727.532786
  nChanged 34
		SP:Iteration 47Q (39053.490000 sec): 3 clusters
  Score: Raw -1778859.164292 + Penalty 3119.674468 = -1775739.489824
  nChanged 24
		SP:Iteration 48Q (39053.720000 sec): 3 clusters
  Score: Raw -1778867.955821 + Penalty 3119.674468 = -1775748.281354
  nChanged 24
		SP:Iteration 49Q (39053.890000 sec): 3 clusters
  Score: Raw -1778876.681326 + Penalty 3119.674468 = -1775757.006859
  nChanged 18
		SP:Iteration 50Q (39054.160000 sec): 3 clusters
  Score: Raw -1778881.630928 + Penalty 3119.674468 = -1775761.956461
  nChanged 10
		SP:Iteration 51Q (39054.370000 sec): 3 clusters
  Score: Raw -1778884.238788 + Penalty 3119.674468 = -1775764.564320
  nChanged 11
		SP:Iteration 52Q (39054.620000 sec): 3 clusters
  Score: Raw -1778887.840140 + Penalty 3119.674468 = -1775768.165672
  nChanged 12
		SP:Iteration 53Q (39054.910000 sec): 3 clusters
  Score: Raw -1778891.871194 + Penalty 3119.674468 = -1775772.196726
  nChanged 12
		SP:Iteration 54Q (39055.150000 sec): 3 clusters
  Score: Raw -1778896.117208 + Penalty 3119.674468 = -1775776.442740
  nChanged 16
		SP:Iteration 55Q (39055.370000 sec): 3 clusters
  Score: Raw -1778900.434460 + Penalty 3119.674468 = -1775780.759992
  nChanged 15
		SP:Iteration 56Q (39055.670000 sec): 3 clusters
  Score: Raw -1778904.607008 + Penalty 3119.674468 = -1775784.932541
  nChanged 16
		SP:Iteration 57Q (39055.970000 sec): 3 clusters
  Score: Raw -1778909.929581 + Penalty 3119.674468 = -1775790.255113
  nChanged 14
		SP:Iteration 58Q (39056.270000 sec): 3 clusters
  Score: Raw -1778914.152233 + Penalty 3119.674468 = -1775794.477765
  nChanged 19
		SP:Iteration 59Q (39056.510000 sec): 3 clusters
  Score: Raw -1778921.989190 + Penalty 3119.674468 = -1775802.314722
  nChanged 15
		SP:Iteration 60F (39056.810000 sec): 3 clusters
  Score: Raw -1778928.568893 + Penalty 3119.674468 = -1775808.894425
  nChanged 19
		SP:Iteration 61Q (39057.070000 sec): 3 clusters
  Score: Raw -1778934.944525 + Penalty 3119.674468 = -1775815.270057
  nChanged 15
		SP:Iteration 62Q (39057.320000 sec): 3 clusters
  Score: Raw -1778940.011244 + Penalty 3119.674468 = -1775820.336776
  nChanged 13
		SP:Iteration 63Q (39057.500000 sec): 3 clusters
  Score: Raw -1778946.055010 + Penalty 3119.674468 = -1775826.380542
  nChanged 14
		SP:Iteration 64Q (39057.750000 sec): 3 clusters
  Score: Raw -1778952.032066 + Penalty 3119.674468 = -1775832.357598
  nChanged 10
		SP:Iteration 65Q (39058.010000 sec): 3 clusters
  Score: Raw -1778956.040800 + Penalty 3119.674468 = -1775836.366332
  nChanged 10
		SP:Iteration 66Q (39058.300000 sec): 3 clusters
  Score: Raw -1778959.275381 + Penalty 3119.674468 = -1775839.600913
  nChanged 13
		SP:Iteration 67Q (39058.560000 sec): 3 clusters
  Score: Raw -1778963.878075 + Penalty 3119.674468 = -1775844.203608
  nChanged 15
		SP:Iteration 68Q (39058.780000 sec): 3 clusters
  Score: Raw -1778969.913018 + Penalty 3119.674468 = -1775850.238551
  nChanged 13
		SP:Iteration 69Q (39059.030000 sec): 3 clusters
  Score: Raw -1778973.872790 + Penalty 3119.674468 = -1775854.198322
  nChanged 6
		SP:Iteration 70Q (39059.280000 sec): 3 clusters
  Score: Raw -1778975.316471 + Penalty 3119.674468 = -1775855.642003
  nChanged 7
		SP:Iteration 71Q (39059.540000 sec): 3 clusters
  Score: Raw -1778977.209079 + Penalty 3119.674468 = -1775857.534611
  nChanged 6
		SP:Iteration 72Q (39059.790000 sec): 3 clusters
  Score: Raw -1778978.573979 + Penalty 3119.674468 = -1775858.899512
  nChanged 8
		SP:Iteration 73Q (39060.050000 sec): 3 clusters
  Score: Raw -1778981.928559 + Penalty 3119.674468 = -1775862.254091
  nChanged 4
		SP:Iteration 74Q (39060.310000 sec): 3 clusters
  Score: Raw -1778983.281823 + Penalty 3119.674468 = -1775863.607355
  nChanged 4
		SP:Iteration 75Q (39060.570000 sec): 3 clusters
  Score: Raw -1778984.373991 + Penalty 3119.674468 = -1775864.699524
  nChanged 4
		SP:Iteration 76Q (39060.860000 sec): 3 clusters
  Score: Raw -1778985.133285 + Penalty 3119.674468 = -1775865.458817
  nChanged 3
		SP:Iteration 77Q (39061.080000 sec): 3 clusters
  Score: Raw -1778986.019146 + Penalty 3119.674468 = -1775866.344678
  nChanged 3
		SP:Iteration 78Q (39061.330000 sec): 3 clusters
  Score: Raw -1778986.899743 + Penalty 3119.674468 = -1775867.225275
  nChanged 2
		SP:Iteration 79Q (39061.580000 sec): 3 clusters
  Score: Raw -1778987.629393 + Penalty 3119.674468 = -1775867.954925
  nChanged 0
		SP:Iteration 80F (39061.840000 sec): 3 clusters
  Score: Raw -1778987.629393 + Penalty 3119.674468 = -1775867.954925
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 13 (4724 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (39061.950000 sec): 2 clusters
  Score: Raw -527791.003838 + Penalty 1374.816816 = -526416.187022
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (39062.170000 sec): 3 clusters
  Score: Raw -525363.067677 + Penalty 2749.633633 = -522613.434044
  nChanged 1922
		SP:Iteration 1F (39062.300000 sec): 3 clusters
  Score: Raw -526472.088497 + Penalty 2749.633633 = -523722.454865
  nChanged 423
		SP:Iteration 2F (39062.460000 sec): 3 clusters
  Score: Raw -526874.317148 + Penalty 2749.633633 = -524124.683515
  nChanged 381
		SP:Iteration 3F (39062.620000 sec): 3 clusters
  Score: Raw -527324.120848 + Penalty 2749.633633 = -524574.487215
  nChanged 375
		SP:Iteration 4F (39062.780000 sec): 3 clusters
  Score: Raw -527807.530743 + Penalty 2749.633633 = -525057.897110
  nChanged 360
		SP:Iteration 5F (39063.000000 sec): 3 clusters
  Score: Raw -528233.506741 + Penalty 2749.633633 = -525483.873109
  nChanged 304
		SP:Iteration 6F (39063.180000 sec): 3 clusters
  Score: Raw -528495.084277 + Penalty 2749.633633 = -525745.450644
  nChanged 221
		SP:Iteration 7Q (39063.330000 sec): 3 clusters
  Score: Raw -528683.966312 + Penalty 2749.633633 = -525934.332679
  nChanged 147
		SP:Iteration 8Q (39063.500000 sec): 3 clusters
  Score: Raw -528794.992621 + Penalty 2749.633633 = -526045.358988
  nChanged 109
		SP:Iteration 9Q (39063.740000 sec): 3 clusters
  Score: Raw -528862.095497 + Penalty 2749.633633 = -526112.461864
  nChanged 90
		SP:Iteration 10Q (39063.890000 sec): 3 clusters
  Score: Raw -528915.137611 + Penalty 2749.633633 = -526165.503978
  nChanged 67
		SP:Iteration 11Q (39064.060000 sec): 3 clusters
  Score: Raw -528944.953320 + Penalty 2749.633633 = -526195.319687
  nChanged 53
		SP:Iteration 12Q (39064.240000 sec): 3 clusters
  Score: Raw -528964.841478 + Penalty 2749.633633 = -526215.207845
  nChanged 36
		SP:Iteration 13Q (39064.410000 sec): 3 clusters
  Score: Raw -528980.880911 + Penalty 2749.633633 = -526231.247279
  nChanged 36
		SP:Iteration 14Q (39064.560000 sec): 3 clusters
  Score: Raw -528994.637578 + Penalty 2749.633633 = -526245.003946
  nChanged 24
		SP:Iteration 15Q (39064.740000 sec): 3 clusters
  Score: Raw -529006.001616 + Penalty 2749.633633 = -526256.367983
  nChanged 21
		SP:Iteration 16Q (39064.880000 sec): 3 clusters
  Score: Raw -529013.707915 + Penalty 2749.633633 = -526264.074282
  nChanged 15
		SP:Iteration 17Q (39065.040000 sec): 3 clusters
  Score: Raw -529017.908242 + Penalty 2749.633633 = -526268.274609
  nChanged 12
		SP:Iteration 18Q (39065.230000 sec): 3 clusters
  Score: Raw -529023.042889 + Penalty 2749.633633 = -526273.409257
  nChanged 10
		SP:Iteration 19Q (39065.480000 sec): 3 clusters
  Score: Raw -529025.131814 + Penalty 2749.633633 = -526275.498181
  nChanged 9
		SP:Iteration 20F (39065.660000 sec): 3 clusters
  Score: Raw -529027.003297 + Penalty 2749.633633 = -526277.369664
  nChanged 7
		SP:Iteration 21Q (39065.820000 sec): 3 clusters
  Score: Raw -529028.428486 + Penalty 2749.633633 = -526278.794853
  nChanged 4
		SP:Iteration 22Q (39066.030000 sec): 3 clusters
  Score: Raw -529029.111090 + Penalty 2749.633633 = -526279.477458
  nChanged 5
		SP:Iteration 23Q (39066.220000 sec): 3 clusters
  Score: Raw -529030.574137 + Penalty 2749.633633 = -526280.940504
  nChanged 3
		SP:Iteration 24Q (39066.440000 sec): 3 clusters
  Score: Raw -529031.345460 + Penalty 2749.633633 = -526281.711827
  nChanged 3
		SP:Iteration 25Q (39066.690000 sec): 3 clusters
  Score: Raw -529032.122073 + Penalty 2749.633633 = -526282.488440
  nChanged 3
		SP:Iteration 26Q (39066.860000 sec): 3 clusters
  Score: Raw -529032.864294 + Penalty 2749.633633 = -526283.230662
  nChanged 3
		SP:Iteration 27Q (39067.050000 sec): 3 clusters
  Score: Raw -529033.294097 + Penalty 2749.633633 = -526283.660464
  nChanged 3
		SP:Iteration 28Q (39067.210000 sec): 3 clusters
  Score: Raw -529033.917850 + Penalty 2749.633633 = -526284.284217
  nChanged 4
		SP:Iteration 29Q (39067.370000 sec): 3 clusters
  Score: Raw -529035.268226 + Penalty 2749.633633 = -526285.634594
  nChanged 7
		SP:Iteration 30Q (39067.550000 sec): 3 clusters
  Score: Raw -529036.510073 + Penalty 2749.633633 = -526286.876441
  nChanged 1
		SP:Iteration 31Q (39067.690000 sec): 3 clusters
  Score: Raw -529036.567399 + Penalty 2749.633633 = -526286.933766
  nChanged 1
		SP:Iteration 32Q (39067.870000 sec): 3 clusters
  Score: Raw -529036.648173 + Penalty 2749.633633 = -526287.014540
  nChanged 1
		SP:Iteration 33Q (39068.090000 sec): 3 clusters
  Score: Raw -529036.893160 + Penalty 2749.633633 = -526287.259528
  nChanged 1
		SP:Iteration 34Q (39068.310000 sec): 3 clusters
  Score: Raw -529037.056011 + Penalty 2749.633633 = -526287.422378
  nChanged 0
		SP:Iteration 35F (39068.490000 sec): 3 clusters
  Score: Raw -529037.056011 + Penalty 2749.633633 = -526287.422378
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 14 (32168 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (39068.780000 sec): 2 clusters
  Score: Raw -3933077.230438 + Penalty 1686.543210 = -3931390.687227
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (39069.160000 sec): 3 clusters
  Score: Raw -3913155.362881 + Penalty 3373.086421 = -3909782.276460
  nChanged 14837
		SP:Iteration 1F (39069.540000 sec): 3 clusters
  Score: Raw -3921540.783794 + Penalty 3373.086421 = -3918167.697373
  nChanged 1592
		SP:Iteration 2Q (39069.910000 sec): 3 clusters
  Score: Raw -3922172.367635 + Penalty 3373.086421 = -3918799.281215
  nChanged 1721
		SP:Iteration 3F (39070.220000 sec): 3 clusters
  Score: Raw -3922948.399124 + Penalty 3373.086421 = -3919575.312703
  nChanged 1807
		SP:Iteration 4F (39070.610000 sec): 3 clusters
  Score: Raw -3923782.127635 + Penalty 3373.086421 = -3920409.041215
  nChanged 1904
		SP:Iteration 5F (39070.980000 sec): 3 clusters
  Score: Raw -3924721.851443 + Penalty 3373.086421 = -3921348.765022
  nChanged 1874
		SP:Iteration 6F (39071.280000 sec): 3 clusters
  Score: Raw -3925720.993286 + Penalty 3373.086421 = -3922347.906865
  nChanged 1821
		SP:Iteration 7F (39071.670000 sec): 3 clusters
  Score: Raw -3926729.678032 + Penalty 3373.086421 = -3923356.591611
  nChanged 1705
		SP:Iteration 8F (39071.970000 sec): 3 clusters
  Score: Raw -3927751.037463 + Penalty 3373.086421 = -3924377.951042
  nChanged 1602
		SP:Iteration 9Q (39072.330000 sec): 3 clusters
  Score: Raw -3928736.730976 + Penalty 3373.086421 = -3925363.644555
  nChanged 1483
		SP:Iteration 10Q (39072.740000 sec): 3 clusters
  Score: Raw -3929727.260933 + Penalty 3373.086421 = -3926354.174512
  nChanged 1299
		SP:Iteration 11Q (39073.100000 sec): 3 clusters
  Score: Raw -3930669.264490 + Penalty 3373.086421 = -3927296.178069
  nChanged 1087
		SP:Iteration 12Q (39073.520000 sec): 3 clusters
  Score: Raw -3931531.094562 + Penalty 3373.086421 = -3928158.008141
  nChanged 779
		SP:Iteration 13Q (39073.930000 sec): 3 clusters
  Score: Raw -3932142.345834 + Penalty 3373.086421 = -3928769.259413
  nChanged 532
		SP:Iteration 14Q (39074.260000 sec): 3 clusters
  Score: Raw -3932584.455196 + Penalty 3373.086421 = -3929211.368775
  nChanged 324
		SP:Iteration 15Q (39074.600000 sec): 3 clusters
  Score: Raw -3932862.506128 + Penalty 3373.086421 = -3929489.419707
  nChanged 184
		SP:Iteration 16Q (39074.940000 sec): 3 clusters
  Score: Raw -3933032.516220 + Penalty 3373.086421 = -3929659.429799
  nChanged 96
		SP:Iteration 17Q (39075.240000 sec): 3 clusters
  Score: Raw -3933128.044043 + Penalty 3373.086421 = -3929754.957622
  nChanged 58
		SP:Iteration 18Q (39075.640000 sec): 3 clusters
  Score: Raw -3933173.426035 + Penalty 3373.086421 = -3929800.339615
  nChanged 36
		SP:Iteration 19Q (39075.960000 sec): 3 clusters
  Score: Raw -3933206.759917 + Penalty 3373.086421 = -3929833.673496
  nChanged 25
		SP:Iteration 20F (39076.310000 sec): 3 clusters
  Score: Raw -3933233.909579 + Penalty 3373.086421 = -3929860.823158
  nChanged 18
		SP:Iteration 21Q (39076.620000 sec): 3 clusters
  Score: Raw -3933252.357761 + Penalty 3373.086421 = -3929879.271340
  nChanged 18
		SP:Iteration 22Q (39076.960000 sec): 3 clusters
  Score: Raw -3933272.892885 + Penalty 3373.086421 = -3929899.806464
  nChanged 16
		SP:Iteration 23Q (39077.330000 sec): 3 clusters
  Score: Raw -3933297.141684 + Penalty 3373.086421 = -3929924.055263
  nChanged 10
		SP:Iteration 24Q (39077.640000 sec): 3 clusters
  Score: Raw -3933307.266761 + Penalty 3373.086421 = -3929934.180340
  nChanged 4
		SP:Iteration 25Q (39078.020000 sec): 3 clusters
  Score: Raw -3933310.109821 + Penalty 3373.086421 = -3929937.023400
  nChanged 1
		SP:Iteration 26Q (39078.330000 sec): 3 clusters
  Score: Raw -3933310.942653 + Penalty 3373.086421 = -3929937.856232
  nChanged 2
		SP:Iteration 27Q (39078.680000 sec): 3 clusters
  Score: Raw -3933315.304624 + Penalty 3373.086421 = -3929942.218203
  nChanged 4
		SP:Iteration 28Q (39079.070000 sec): 3 clusters
  Score: Raw -3933322.660644 + Penalty 3373.086421 = -3929949.574223
  nChanged 6
		SP:Iteration 29Q (39079.460000 sec): 3 clusters
  Score: Raw -3933330.006540 + Penalty 3373.086421 = -3929956.920120
  nChanged 1
		SP:Iteration 30Q (39079.800000 sec): 3 clusters
  Score: Raw -3933331.143730 + Penalty 3373.086421 = -3929958.057310
  nChanged 1
		SP:Iteration 31Q (39080.220000 sec): 3 clusters
  Score: Raw -3933331.372082 + Penalty 3373.086421 = -3929958.285661
  nChanged 0
		SP:Iteration 32F (39080.560000 sec): 3 clusters
  Score: Raw -3933331.372082 + Penalty 3373.086421 = -3929958.285661
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 15 (1782 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (39080.710000 sec): 2 clusters
  Score: Raw -198382.774907 + Penalty 1216.392386 = -197166.382521
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (39080.910000 sec): 3 clusters
  Score: Raw -197784.843241 + Penalty 2432.784773 = -195352.058469
  nChanged 636
		SP:Iteration 1F (39081.040000 sec): 3 clusters
  Score: Raw -198510.805284 + Penalty 2432.784773 = -196078.020511
  nChanged 195
		SP:Iteration 2F (39081.170000 sec): 3 clusters
  Score: Raw -198785.192073 + Penalty 2432.784773 = -196352.407301
  nChanged 135
		SP:Iteration 3F (39081.310000 sec): 3 clusters
  Score: Raw -198991.066808 + Penalty 2432.784773 = -196558.282036
  nChanged 111
		SP:Iteration 4F (39081.450000 sec): 3 clusters
  Score: Raw -199157.190644 + Penalty 2432.784773 = -196724.405871
  nChanged 70
		SP:Iteration 5Q (39081.580000 sec): 3 clusters
  Score: Raw -199231.153178 + Penalty 2432.784773 = -196798.368405
  nChanged 37
		SP:Iteration 6Q (39081.720000 sec): 3 clusters
  Score: Raw -199260.634646 + Penalty 2432.784773 = -196827.849873
  nChanged 28
		SP:Iteration 7Q (39081.850000 sec): 3 clusters
  Score: Raw -199282.181545 + Penalty 2432.784773 = -196849.396772
  nChanged 21
		SP:Iteration 8Q (39081.990000 sec): 3 clusters
  Score: Raw -199293.678738 + Penalty 2432.784773 = -196860.893966
  nChanged 12
		SP:Iteration 9Q (39082.140000 sec): 3 clusters
  Score: Raw -199300.992257 + Penalty 2432.784773 = -196868.207484
  nChanged 9
		SP:Iteration 10Q (39082.330000 sec): 3 clusters
  Score: Raw -199307.048537 + Penalty 2432.784773 = -196874.263765
  nChanged 10
		SP:Iteration 11Q (39082.450000 sec): 3 clusters
  Score: Raw -199314.366725 + Penalty 2432.784773 = -196881.581952
  nChanged 10
		SP:Iteration 12Q (39082.570000 sec): 3 clusters
  Score: Raw -199321.294806 + Penalty 2432.784773 = -196888.510033
  nChanged 2
		SP:Iteration 13Q (39082.710000 sec): 3 clusters
  Score: Raw -199322.280831 + Penalty 2432.784773 = -196889.496059
  nChanged 3
		SP:Iteration 14Q (39082.820000 sec): 3 clusters
  Score: Raw -199323.383837 + Penalty 2432.784773 = -196890.599065
  nChanged 2
		SP:Iteration 15Q (39082.970000 sec): 3 clusters
  Score: Raw -199323.749896 + Penalty 2432.784773 = -196890.965123
  nChanged 0
		SP:Iteration 16F (39083.110000 sec): 3 clusters
  Score: Raw -199323.749896 + Penalty 2432.784773 = -196890.965123
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 16 (690 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (39083.190000 sec): 2 clusters
  Score: Raw -78174.555623 + Penalty 1062.212385 = -77112.343239
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (39083.370000 sec): 3 clusters
  Score: Raw -78032.632504 + Penalty 2124.424769 = -75908.207735
  nChanged 197
		SP:Iteration 1F (39083.520000 sec): 3 clusters
  Score: Raw -78289.172498 + Penalty 2124.424769 = -76164.747728
  nChanged 63
		SP:Iteration 2F (39083.720000 sec): 3 clusters
  Score: Raw -78410.136079 + Penalty 2124.424769 = -76285.711310
  nChanged 36
		SP:Iteration 3F (39083.870000 sec): 3 clusters
  Score: Raw -78473.770772 + Penalty 2124.424769 = -76349.346003
  nChanged 20
		SP:Iteration 4Q (39084.040000 sec): 3 clusters
  Score: Raw -78519.517534 + Penalty 2124.424769 = -76395.092765
  nChanged 11
		SP:Iteration 5Q (39084.250000 sec): 3 clusters
  Score: Raw -78532.745517 + Penalty 2124.424769 = -76408.320748
  nChanged 5
		SP:Iteration 6Q (39084.430000 sec): 3 clusters
  Score: Raw -78536.936261 + Penalty 2124.424769 = -76412.511491
  nChanged 4
		SP:Iteration 7Q (39084.590000 sec): 3 clusters
  Score: Raw -78541.556323 + Penalty 2124.424769 = -76417.131554
  nChanged 5
		SP:Iteration 8Q (39084.790000 sec): 3 clusters
  Score: Raw -78549.246835 + Penalty 2124.424769 = -76424.822065
  nChanged 1
		SP:Iteration 9Q (39084.900000 sec): 3 clusters
  Score: Raw -78550.191566 + Penalty 2124.424769 = -76425.766797
  nChanged 1
		SP:Iteration 10Q (39084.990000 sec): 3 clusters
  Score: Raw -78552.051285 + Penalty 2124.424769 = -76427.626516
  nChanged 1
		SP:Iteration 11Q (39085.130000 sec): 3 clusters
  Score: Raw -78553.032027 + Penalty 2124.424769 = -76428.607258
  nChanged 1
		SP:Iteration 12Q (39085.220000 sec): 3 clusters
  Score: Raw -78553.883203 + Penalty 2124.424769 = -76429.458434
  nChanged 1
		SP:Iteration 13Q (39085.310000 sec): 3 clusters
  Score: Raw -78555.352633 + Penalty 2124.424769 = -76430.927864
  nChanged 0
		SP:Iteration 14F (39085.450000 sec): 3 clusters
  Score: Raw -78555.352633 + Penalty 2124.424769 = -76430.927864
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 17 (321 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (39085.530000 sec): 2 clusters
  Score: Raw -22577.690644 + Penalty 937.859183 = -21639.831462
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (39085.680000 sec): 3 clusters
  Score: Raw -22693.766742 + Penalty 1875.718365 = -20818.048377
  nChanged 67
		SP:Iteration 1F (39085.830000 sec): 3 clusters
  Score: Raw -22889.997840 + Penalty 1875.718365 = -21014.279475
  nChanged 26
		SP:Iteration 2F (39086.010000 sec): 3 clusters
  Score: Raw -23000.672575 + Penalty 1875.718365 = -21124.954210
  nChanged 19
		SP:Iteration 3F (39086.170000 sec): 3 clusters
  Score: Raw -23129.281016 + Penalty 1875.718365 = -21253.562651
  nChanged 12
		SP:Iteration 4Q (39086.330000 sec): 3 clusters
  Score: Raw -23180.232687 + Penalty 1875.718365 = -21304.514322
  nChanged 7
		SP:Iteration 5Q (39086.490000 sec): 3 clusters
  Score: Raw -23219.461400 + Penalty 1875.718365 = -21343.743035
  nChanged 5
		SP:Iteration 6Q (39086.650000 sec): 3 clusters
  Score: Raw -23228.336285 + Penalty 1875.718365 = -21352.617920
  nChanged 2
		SP:Iteration 7Q (39086.810000 sec): 3 clusters
  Score: Raw -23239.474239 + Penalty 1875.718365 = -21363.755874
  nChanged 4
		SP:Iteration 8Q (39087.020000 sec): 3 clusters
  Score: Raw -23272.751629 + Penalty 1875.718365 = -21397.033264
  nChanged 3
		SP:Iteration 9Q (39087.240000 sec): 3 clusters
  Score: Raw -23286.444664 + Penalty 1875.718365 = -21410.726299
  nChanged 0
		SP:Iteration 10F (39087.430000 sec): 3 clusters
  Score: Raw -23286.444664 + Penalty 1875.718365 = -21410.726299
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 18 (2891 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (39087.510000 sec): 2 clusters
  Score: Raw -351615.524309 + Penalty 1295.020633 = -350320.503675
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (39087.680000 sec): 3 clusters
  Score: Raw -350284.392853 + Penalty 2590.041266 = -347694.351587
  nChanged 1055
		SP:Iteration 1F (39087.860000 sec): 3 clusters
  Score: Raw -350934.986473 + Penalty 2590.041266 = -348344.945207
  nChanged 232
		SP:Iteration 2F (39088.070000 sec): 3 clusters
  Score: Raw -351119.914324 + Penalty 2590.041266 = -348529.873057
  nChanged 189
		SP:Iteration 3F (39088.260000 sec): 3 clusters
  Score: Raw -351289.484810 + Penalty 2590.041266 = -348699.443544
  nChanged 148
		SP:Iteration 4F (39088.500000 sec): 3 clusters
  Score: Raw -351411.318802 + Penalty 2590.041266 = -348821.277535
  nChanged 134
		SP:Iteration 5Q (39088.680000 sec): 3 clusters
  Score: Raw -351534.372221 + Penalty 2590.041266 = -348944.330955
  nChanged 127
		SP:Iteration 6Q (39088.920000 sec): 3 clusters
  Score: Raw -351673.813718 + Penalty 2590.041266 = -349083.772452
  nChanged 102
		SP:Iteration 7Q (39089.070000 sec): 3 clusters
  Score: Raw -351767.788197 + Penalty 2590.041266 = -349177.746931
  nChanged 84
		SP:Iteration 8Q (39089.260000 sec): 3 clusters
  Score: Raw -351834.542474 + Penalty 2590.041266 = -349244.501208
  nChanged 77
		SP:Iteration 9Q (39089.440000 sec): 3 clusters
  Score: Raw -351890.764030 + Penalty 2590.041266 = -349300.722764
  nChanged 64
		SP:Iteration 10Q (39089.570000 sec): 3 clusters
  Score: Raw -351940.445065 + Penalty 2590.041266 = -349350.403799
  nChanged 63
		SP:Iteration 11Q (39089.730000 sec): 3 clusters
  Score: Raw -351982.883687 + Penalty 2590.041266 = -349392.842421
  nChanged 40
		SP:Iteration 12Q (39089.920000 sec): 3 clusters
  Score: Raw -352009.544453 + Penalty 2590.041266 = -349419.503187
  nChanged 33
		SP:Iteration 13Q (39090.100000 sec): 3 clusters
  Score: Raw -352037.904115 + Penalty 2590.041266 = -349447.862849
  nChanged 41
		SP:Iteration 14Q (39090.290000 sec): 3 clusters
  Score: Raw -352063.163808 + Penalty 2590.041266 = -349473.122542
  nChanged 32
		SP:Iteration 15Q (39090.470000 sec): 3 clusters
  Score: Raw -352083.723075 + Penalty 2590.041266 = -349493.681809
  nChanged 24
		SP:Iteration 16Q (39090.640000 sec): 3 clusters
  Score: Raw -352098.031423 + Penalty 2590.041266 = -349507.990157
  nChanged 27
		SP:Iteration 17Q (39090.780000 sec): 3 clusters
  Score: Raw -352118.039525 + Penalty 2590.041266 = -349527.998259
  nChanged 21
		SP:Iteration 18Q (39090.950000 sec): 3 clusters
  Score: Raw -352132.619693 + Penalty 2590.041266 = -349542.578427
  nChanged 23
		SP:Iteration 19Q (39091.090000 sec): 3 clusters
  Score: Raw -352147.657028 + Penalty 2590.041266 = -349557.615762
  nChanged 19
		SP:Iteration 20F (39091.260000 sec): 3 clusters
  Score: Raw -352159.053999 + Penalty 2590.041266 = -349569.012733
  nChanged 23
		SP:Iteration 21Q (39091.420000 sec): 3 clusters
  Score: Raw -352174.889176 + Penalty 2590.041266 = -349584.847910
  nChanged 21
		SP:Iteration 22Q (39091.590000 sec): 3 clusters
  Score: Raw -352186.933667 + Penalty 2590.041266 = -349596.892401
  nChanged 21
		SP:Iteration 23Q (39091.730000 sec): 3 clusters
  Score: Raw -352199.457881 + Penalty 2590.041266 = -349609.416615
  nChanged 16
		SP:Iteration 24Q (39091.850000 sec): 3 clusters
  Score: Raw -352210.000876 + Penalty 2590.041266 = -349619.959610
  nChanged 20
		SP:Iteration 25Q (39091.970000 sec): 3 clusters
  Score: Raw -352227.634890 + Penalty 2590.041266 = -349637.593624
  nChanged 28
		SP:Iteration 26Q (39092.090000 sec): 3 clusters
  Score: Raw -352252.565067 + Penalty 2590.041266 = -349662.523801
  nChanged 32
		SP:Iteration 27Q (39092.260000 sec): 3 clusters
  Score: Raw -352271.665386 + Penalty 2590.041266 = -349681.624120
  nChanged 19
		SP:Iteration 28Q (39092.460000 sec): 3 clusters
  Score: Raw -352290.048825 + Penalty 2590.041266 = -349700.007559
  nChanged 30
		SP:Iteration 29Q (39092.600000 sec): 3 clusters
  Score: Raw -352313.915187 + Penalty 2590.041266 = -349723.873921
  nChanged 28
		SP:Iteration 30Q (39092.800000 sec): 3 clusters
  Score: Raw -352338.305442 + Penalty 2590.041266 = -349748.264176
  nChanged 34
		SP:Iteration 31Q (39092.980000 sec): 3 clusters
  Score: Raw -352377.987658 + Penalty 2590.041266 = -349787.946392
  nChanged 44
		SP:Iteration 32Q (39093.200000 sec): 3 clusters
  Score: Raw -352424.592111 + Penalty 2590.041266 = -349834.550845
  nChanged 41
		SP:Iteration 33Q (39093.450000 sec): 3 clusters
  Score: Raw -352458.608539 + Penalty 2590.041266 = -349868.567272
  nChanged 36
		SP:Iteration 34Q (39093.670000 sec): 3 clusters
  Score: Raw -352487.188500 + Penalty 2590.041266 = -349897.147233
  nChanged 29
		SP:Iteration 35Q (39093.850000 sec): 3 clusters
  Score: Raw -352510.412241 + Penalty 2590.041266 = -349920.370975
  nChanged 29
		SP:Iteration 36Q (39094.050000 sec): 3 clusters
  Score: Raw -352530.398226 + Penalty 2590.041266 = -349940.356959
  nChanged 26
		SP:Iteration 37Q (39094.220000 sec): 3 clusters
  Score: Raw -352542.305001 + Penalty 2590.041266 = -349952.263735
  nChanged 12
		SP:Iteration 38Q (39094.400000 sec): 3 clusters
  Score: Raw -352550.131557 + Penalty 2590.041266 = -349960.090291
  nChanged 11
		SP:Iteration 39Q (39094.570000 sec): 3 clusters
  Score: Raw -352560.289648 + Penalty 2590.041266 = -349970.248382
  nChanged 12
		SP:Iteration 40F (39094.750000 sec): 3 clusters
  Score: Raw -352566.065960 + Penalty 2590.041266 = -349976.024694
  nChanged 8
		SP:Iteration 41Q (39094.920000 sec): 3 clusters
  Score: Raw -352571.413195 + Penalty 2590.041266 = -349981.371928
  nChanged 11
		SP:Iteration 42Q (39095.040000 sec): 3 clusters
  Score: Raw -352577.094852 + Penalty 2590.041266 = -349987.053586
  nChanged 13
		SP:Iteration 43Q (39095.190000 sec): 3 clusters
  Score: Raw -352585.194180 + Penalty 2590.041266 = -349995.152913
  nChanged 13
		SP:Iteration 44Q (39095.350000 sec): 3 clusters
  Score: Raw -352592.556824 + Penalty 2590.041266 = -350002.515558
  nChanged 6
		SP:Iteration 45Q (39095.500000 sec): 3 clusters
  Score: Raw -352595.054595 + Penalty 2590.041266 = -350005.013329
  nChanged 1
		SP:Iteration 46Q (39095.660000 sec): 3 clusters
  Score: Raw -352595.721363 + Penalty 2590.041266 = -350005.680096
  nChanged 3
		SP:Iteration 47Q (39095.820000 sec): 3 clusters
  Score: Raw -352596.680915 + Penalty 2590.041266 = -350006.639649
  nChanged 1
		SP:Iteration 48Q (39095.980000 sec): 3 clusters
  Score: Raw -352596.942445 + Penalty 2590.041266 = -350006.901178
  nChanged 1
		SP:Iteration 49Q (39096.140000 sec): 3 clusters
  Score: Raw -352597.111674 + Penalty 2590.041266 = -350007.070408
  nChanged 0
		SP:Iteration 50F (39096.290000 sec): 3 clusters
  Score: Raw -352597.111674 + Penalty 2590.041266 = -350007.070408
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 19 (1949 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (39096.370000 sec): 2 clusters
  Score: Raw -240677.027839 + Penalty 1230.949151 = -239446.078688
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (39096.530000 sec): 3 clusters
  Score: Raw -239851.179647 + Penalty 2461.898302 = -237389.281345
  nChanged 686
		SP:Iteration 1F (39096.690000 sec): 3 clusters
  Score: Raw -240287.252655 + Penalty 2461.898302 = -237825.354353
  nChanged 138
		SP:Iteration 2F (39096.850000 sec): 3 clusters
  Score: Raw -240369.094756 + Penalty 2461.898302 = -237907.196454
  nChanged 65
		SP:Iteration 3Q (39097.010000 sec): 3 clusters
  Score: Raw -240408.369524 + Penalty 2461.898302 = -237946.471222
  nChanged 44
		SP:Iteration 4Q (39097.170000 sec): 3 clusters
  Score: Raw -240432.340755 + Penalty 2461.898302 = -237970.442452
  nChanged 25
		SP:Iteration 5Q (39097.330000 sec): 3 clusters
  Score: Raw -240445.442380 + Penalty 2461.898302 = -237983.544077
  nChanged 22
		SP:Iteration 6Q (39097.490000 sec): 3 clusters
  Score: Raw -240454.687644 + Penalty 2461.898302 = -237992.789342
  nChanged 22
		SP:Iteration 7Q (39097.650000 sec): 3 clusters
  Score: Raw -240463.734870 + Penalty 2461.898302 = -238001.836568
  nChanged 19
		SP:Iteration 8Q (39097.810000 sec): 3 clusters
  Score: Raw -240473.330849 + Penalty 2461.898302 = -238011.432546
  nChanged 16
		SP:Iteration 9Q (39097.970000 sec): 3 clusters
  Score: Raw -240483.009626 + Penalty 2461.898302 = -238021.111323
  nChanged 12
		SP:Iteration 10Q (39098.130000 sec): 3 clusters
  Score: Raw -240488.111112 + Penalty 2461.898302 = -238026.212809
  nChanged 9
		SP:Iteration 11Q (39098.290000 sec): 3 clusters
  Score: Raw -240492.516742 + Penalty 2461.898302 = -238030.618440
  nChanged 11
		SP:Iteration 12Q (39098.450000 sec): 3 clusters
  Score: Raw -240496.984275 + Penalty 2461.898302 = -238035.085972
  nChanged 11
		SP:Iteration 13Q (39098.600000 sec): 3 clusters
  Score: Raw -240502.587206 + Penalty 2461.898302 = -238040.688903
  nChanged 9
		SP:Iteration 14Q (39098.760000 sec): 3 clusters
  Score: Raw -240508.362988 + Penalty 2461.898302 = -238046.464686
  nChanged 14
		SP:Iteration 15Q (39098.920000 sec): 3 clusters
  Score: Raw -240515.914474 + Penalty 2461.898302 = -238054.016172
  nChanged 13
		SP:Iteration 16Q (39099.080000 sec): 3 clusters
  Score: Raw -240521.182282 + Penalty 2461.898302 = -238059.283979
  nChanged 8
		SP:Iteration 17Q (39099.250000 sec): 3 clusters
  Score: Raw -240524.811873 + Penalty 2461.898302 = -238062.913570
  nChanged 7
		SP:Iteration 18Q (39099.380000 sec): 3 clusters
  Score: Raw -240528.001723 + Penalty 2461.898302 = -238066.103421
  nChanged 6
		SP:Iteration 19Q (39099.550000 sec): 3 clusters
  Score: Raw -240530.661698 + Penalty 2461.898302 = -238068.763395
  nChanged 7
		SP:Iteration 20F (39099.710000 sec): 3 clusters
  Score: Raw -240534.575515 + Penalty 2461.898302 = -238072.677212
  nChanged 7
		SP:Iteration 21Q (39099.870000 sec): 3 clusters
  Score: Raw -240537.965934 + Penalty 2461.898302 = -238076.067632
  nChanged 4
		SP:Iteration 22Q (39100.030000 sec): 3 clusters
  Score: Raw -240540.603942 + Penalty 2461.898302 = -238078.705640
  nChanged 5
		SP:Iteration 23Q (39100.190000 sec): 3 clusters
  Score: Raw -240543.591707 + Penalty 2461.898302 = -238081.693405
  nChanged 6
		SP:Iteration 24Q (39100.360000 sec): 3 clusters
  Score: Raw -240546.727173 + Penalty 2461.898302 = -238084.828870
  nChanged 7
		SP:Iteration 25Q (39100.520000 sec): 3 clusters
  Score: Raw -240548.727158 + Penalty 2461.898302 = -238086.828856
  nChanged 2
		SP:Iteration 26Q (39100.690000 sec): 3 clusters
  Score: Raw -240549.265888 + Penalty 2461.898302 = -238087.367585
  nChanged 1
		SP:Iteration 27Q (39100.850000 sec): 3 clusters
  Score: Raw -240549.434330 + Penalty 2461.898302 = -238087.536028
  nChanged 1
		SP:Iteration 28Q (39101.010000 sec): 3 clusters
  Score: Raw -240549.678111 + Penalty 2461.898302 = -238087.779809
  nChanged 0
		SP:Iteration 29F (39101.170000 sec): 3 clusters
  Score: Raw -240549.678111 + Penalty 2461.898302 = -238087.779809
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 20 (186303 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (39102.120000 sec): 2 clusters
  Score: Raw -22426777.316295 + Penalty 1971.958570 = -22424805.357726
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (39103.390000 sec): 3 clusters
  Score: Raw -22303271.357477 + Penalty 3943.917139 = -22299327.440338
  nChanged 90334
		SP:Iteration 1F (39104.690000 sec): 3 clusters
  Score: Raw -22357042.488083 + Penalty 3943.917139 = -22353098.570944
  nChanged 6002
		SP:Iteration 2Q (39106.010000 sec): 3 clusters
  Score: Raw -22358501.607944 + Penalty 3943.917139 = -22354557.690805
  nChanged 6714
		SP:Iteration 3Q (39107.350000 sec): 3 clusters
  Score: Raw -22360470.743933 + Penalty 3943.917139 = -22356526.826794
  nChanged 7850
		SP:Iteration 4Q (39108.730000 sec): 3 clusters
  Score: Raw -22363099.256405 + Penalty 3943.917139 = -22359155.339265
  nChanged 8954
		SP:Iteration 5Q (39110.090000 sec): 3 clusters
  Score: Raw -22366567.603315 + Penalty 3943.917139 = -22362623.686176
  nChanged 10002
		SP:Iteration 6F (39111.350000 sec): 3 clusters
  Score: Raw -22371130.806014 + Penalty 3943.917139 = -22367186.888874
  nChanged 11091
		SP:Iteration 7F (39112.650000 sec): 3 clusters
  Score: Raw -22376987.413027 + Penalty 3943.917139 = -22373043.495887
  nChanged 11740
		SP:Iteration 8F (39113.780000 sec): 3 clusters
  Score: Raw -22384074.315820 + Penalty 3943.917139 = -22380130.398681
  nChanged 12163
		SP:Iteration 9F (39115.060000 sec): 3 clusters
  Score: Raw -22392465.438357 + Penalty 3943.917139 = -22388521.521217
  nChanged 12154
		SP:Iteration 10F (39116.340000 sec): 3 clusters
  Score: Raw -22401795.824404 + Penalty 3943.917139 = -22397851.907265
  nChanged 10859
		SP:Iteration 11F (39117.610000 sec): 3 clusters
  Score: Raw -22410630.012376 + Penalty 3943.917139 = -22406686.095236
  nChanged 8485
		SP:Iteration 12Q (39118.960000 sec): 3 clusters
  Score: Raw -22417677.947436 + Penalty 3943.917139 = -22413734.030297
  nChanged 5789
		SP:Iteration 13Q (39120.290000 sec): 3 clusters
  Score: Raw -22422430.144724 + Penalty 3943.917139 = -22418486.227584
  nChanged 3315
		SP:Iteration 14Q (39121.600000 sec): 3 clusters
  Score: Raw -22425007.035105 + Penalty 3943.917139 = -22421063.117966
  nChanged 1634
		SP:Iteration 15Q (39122.760000 sec): 3 clusters
  Score: Raw -22426166.256300 + Penalty 3943.917139 = -22422222.339161
  nChanged 755
		SP:Iteration 16Q (39123.940000 sec): 3 clusters
  Score: Raw -22426647.608066 + Penalty 3943.917139 = -22422703.690926
  nChanged 356
		SP:Iteration 17Q (39125.310000 sec): 3 clusters
  Score: Raw -22426864.547397 + Penalty 3943.917139 = -22422920.630258
  nChanged 175
		SP:Iteration 18Q (39126.680000 sec): 3 clusters
  Score: Raw -22426965.142460 + Penalty 3943.917139 = -22423021.225321
  nChanged 86
		SP:Iteration 19Q (39127.810000 sec): 3 clusters
  Score: Raw -22427013.342058 + Penalty 3943.917139 = -22423069.424918
  nChanged 57
		SP:Iteration 20F (39129.140000 sec): 3 clusters
  Score: Raw -22427043.278285 + Penalty 3943.917139 = -22423099.361146
  nChanged 44
		SP:Iteration 21Q (39130.260000 sec): 3 clusters
  Score: Raw -22427071.020238 + Penalty 3943.917139 = -22423127.103099
  nChanged 33
		SP:Iteration 22Q (39131.280000 sec): 3 clusters
  Score: Raw -22427088.496203 + Penalty 3943.917139 = -22423144.579063
  nChanged 23
		SP:Iteration 23Q (39132.370000 sec): 3 clusters
  Score: Raw -22427103.353031 + Penalty 3943.917139 = -22423159.435892
  nChanged 22
		SP:Iteration 24Q (39133.450000 sec): 3 clusters
  Score: Raw -22427119.794466 + Penalty 3943.917139 = -22423175.877327
  nChanged 22
		SP:Iteration 25Q (39134.560000 sec): 3 clusters
  Score: Raw -22427130.624750 + Penalty 3943.917139 = -22423186.707611
  nChanged 16
		SP:Iteration 26Q (39135.810000 sec): 3 clusters
  Score: Raw -22427139.349597 + Penalty 3943.917139 = -22423195.432458
  nChanged 12
		SP:Iteration 27Q (39136.900000 sec): 3 clusters
  Score: Raw -22427145.478817 + Penalty 3943.917139 = -22423201.561677
  nChanged 11
		SP:Iteration 28Q (39138.040000 sec): 3 clusters
  Score: Raw -22427149.267975 + Penalty 3943.917139 = -22423205.350836
  nChanged 10
		SP:Iteration 29Q (39139.120000 sec): 3 clusters
  Score: Raw -22427153.559186 + Penalty 3943.917139 = -22423209.642046
  nChanged 6
		SP:Iteration 30Q (39140.160000 sec): 3 clusters
  Score: Raw -22427156.398079 + Penalty 3943.917139 = -22423212.480940
  nChanged 4
		SP:Iteration 31Q (39141.260000 sec): 3 clusters
  Score: Raw -22427158.146793 + Penalty 3943.917139 = -22423214.229653
  nChanged 2
		SP:Iteration 32Q (39142.380000 sec): 3 clusters
  Score: Raw -22427160.138848 + Penalty 3943.917139 = -22423216.221709
  nChanged 5
		SP:Iteration 33Q (39143.410000 sec): 3 clusters
  Score: Raw -22427161.866881 + Penalty 3943.917139 = -22423217.949741
  nChanged 2
		SP:Iteration 34Q (39144.540000 sec): 3 clusters
  Score: Raw -22427163.318071 + Penalty 3943.917139 = -22423219.400931
  nChanged 4
		SP:Iteration 35Q (39145.600000 sec): 3 clusters
  Score: Raw -22427165.849364 + Penalty 3943.917139 = -22423221.932225
  nChanged 5
		SP:Iteration 36Q (39146.650000 sec): 3 clusters
  Score: Raw -22427167.767382 + Penalty 3943.917139 = -22423223.850243
  nChanged 1
		SP:Iteration 37Q (39147.650000 sec): 3 clusters
  Score: Raw -22427168.246559 + Penalty 3943.917139 = -22423224.329420
  nChanged 0
		SP:Iteration 38F (39148.840000 sec): 3 clusters
  Score: Raw -22427168.246559 + Penalty 3943.917139 = -22423224.329420
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 21 (137 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (39148.960000 sec): 2 clusters
  Score: Raw -7853.312063 + Penalty 799.496900 = -7053.815163
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (39149.090000 sec): 3 clusters
  Score: Raw -8198.302956 + Penalty 1598.993801 = -6599.309155
  nChanged 22
		SP:Iteration 1F (39149.210000 sec): 3 clusters
  Score: Raw -8306.380992 + Penalty 1598.993801 = -6707.387191
  nChanged 9
		SP:Iteration 2F (39149.340000 sec): 3 clusters
  Score: Raw -8511.822875 + Penalty 1598.993801 = -6912.829075
  nChanged 6
		SP:Iteration 3Q (39149.480000 sec): 3 clusters
  Score: Raw -8569.158166 + Penalty 1598.993801 = -6970.164366
  nChanged 1
		SP:Iteration 4Q (39149.590000 sec): 3 clusters
  Score: Raw -8574.492492 + Penalty 1598.993801 = -6975.498691
  nChanged 3
		SP:Iteration 5Q (39149.740000 sec): 3 clusters
  Score: Raw -8611.611146 + Penalty 1598.993801 = -7012.617345
  nChanged 4
		SP:Iteration 6Q (39149.870000 sec): 3 clusters
  Score: Raw -8711.413478 + Penalty 1598.993801 = -7112.419677
  nChanged 2
		SP:Iteration 7Q (39150.020000 sec): 3 clusters
  Score: Raw -8727.998251 + Penalty 1598.993801 = -7129.004450
  nChanged 0
		SP:Iteration 8F (39150.140000 sec): 3 clusters
  Score: Raw -8727.998251 + Penalty 1598.993801 = -7129.004450
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 75.
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 22 (16998 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (39150.360000 sec): 2 clusters
  Score: Raw -1991640.835195 + Penalty 1582.888282 = -1990057.946912
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (39150.620000 sec): 3 clusters
  Score: Raw -1981524.367571 + Penalty 3165.776565 = -1978358.591006
  nChanged 7653
		SP:Iteration 1F (39150.900000 sec): 3 clusters
  Score: Raw -1986016.599163 + Penalty 3165.776565 = -1982850.822598
  nChanged 1077
		SP:Iteration 2F (39151.100000 sec): 3 clusters
  Score: Raw -1986735.398313 + Penalty 3165.776565 = -1983569.621748
  nChanged 1040
		SP:Iteration 3F (39151.370000 sec): 3 clusters
  Score: Raw -1987328.468658 + Penalty 3165.776565 = -1984162.692093
  nChanged 944
		SP:Iteration 4F (39151.630000 sec): 3 clusters
  Score: Raw -1987806.325152 + Penalty 3165.776565 = -1984640.548587
  nChanged 870
		SP:Iteration 5F (39151.900000 sec): 3 clusters
  Score: Raw -1988239.444104 + Penalty 3165.776565 = -1985073.667539
  nChanged 793
		SP:Iteration 6Q (39152.210000 sec): 3 clusters
  Score: Raw -1988645.707526 + Penalty 3165.776565 = -1985479.930961
  nChanged 739
		SP:Iteration 7Q (39152.460000 sec): 3 clusters
  Score: Raw -1989038.830923 + Penalty 3165.776565 = -1985873.054359
  nChanged 764
		SP:Iteration 8Q (39152.790000 sec): 3 clusters
  Score: Raw -1989482.230494 + Penalty 3165.776565 = -1986316.453929
  nChanged 734
		SP:Iteration 9Q (39153.040000 sec): 3 clusters
  Score: Raw -1989884.443791 + Penalty 3165.776565 = -1986718.667226
  nChanged 648
		SP:Iteration 10Q (39153.310000 sec): 3 clusters
  Score: Raw -1990230.664634 + Penalty 3165.776565 = -1987064.888069
  nChanged 556
		SP:Iteration 11Q (39153.540000 sec): 3 clusters
  Score: Raw -1990485.451141 + Penalty 3165.776565 = -1987319.674576
  nChanged 451
		SP:Iteration 12Q (39153.820000 sec): 3 clusters
  Score: Raw -1990654.383709 + Penalty 3165.776565 = -1987488.607145
  nChanged 367
		SP:Iteration 13Q (39154.050000 sec): 3 clusters
  Score: Raw -1990765.488880 + Penalty 3165.776565 = -1987599.712316
  nChanged 258
		SP:Iteration 14Q (39154.310000 sec): 3 clusters
  Score: Raw -1990834.090082 + Penalty 3165.776565 = -1987668.313517
  nChanged 219
		SP:Iteration 15Q (39154.590000 sec): 3 clusters
  Score: Raw -1990886.308479 + Penalty 3165.776565 = -1987720.531914
  nChanged 182
		SP:Iteration 16Q (39154.910000 sec): 3 clusters
  Score: Raw -1990929.026953 + Penalty 3165.776565 = -1987763.250388
  nChanged 168
		SP:Iteration 17Q (39155.140000 sec): 3 clusters
  Score: Raw -1990968.992831 + Penalty 3165.776565 = -1987803.216266
  nChanged 150
		SP:Iteration 18Q (39155.400000 sec): 3 clusters
  Score: Raw -1991007.169005 + Penalty 3165.776565 = -1987841.392440
  nChanged 155
		SP:Iteration 19Q (39155.590000 sec): 3 clusters
  Score: Raw -1991041.693788 + Penalty 3165.776565 = -1987875.917223
  nChanged 133
		SP:Iteration 20F (39155.800000 sec): 3 clusters
  Score: Raw -1991069.230187 + Penalty 3165.776565 = -1987903.453622
  nChanged 122
		SP:Iteration 21Q (39156.070000 sec): 3 clusters
  Score: Raw -1991095.267388 + Penalty 3165.776565 = -1987929.490823
  nChanged 117
		SP:Iteration 22Q (39156.280000 sec): 3 clusters
  Score: Raw -1991118.000942 + Penalty 3165.776565 = -1987952.224377
  nChanged 118
		SP:Iteration 23Q (39156.590000 sec): 3 clusters
  Score: Raw -1991141.336774 + Penalty 3165.776565 = -1987975.560210
  nChanged 106
		SP:Iteration 24Q (39156.830000 sec): 3 clusters
  Score: Raw -1991158.228248 + Penalty 3165.776565 = -1987992.451683
  nChanged 92
		SP:Iteration 25Q (39157.090000 sec): 3 clusters
  Score: Raw -1991173.369938 + Penalty 3165.776565 = -1988007.593373
  nChanged 89
		SP:Iteration 26Q (39157.380000 sec): 3 clusters
  Score: Raw -1991188.966687 + Penalty 3165.776565 = -1988023.190122
  nChanged 71
		SP:Iteration 27Q (39157.640000 sec): 3 clusters
  Score: Raw -1991199.801296 + Penalty 3165.776565 = -1988034.024731
  nChanged 60
		SP:Iteration 28Q (39157.890000 sec): 3 clusters
  Score: Raw -1991208.518565 + Penalty 3165.776565 = -1988042.742000
  nChanged 53
		SP:Iteration 29Q (39158.120000 sec): 3 clusters
  Score: Raw -1991216.762792 + Penalty 3165.776565 = -1988050.986227
  nChanged 56
		SP:Iteration 30Q (39158.410000 sec): 3 clusters
  Score: Raw -1991225.328519 + Penalty 3165.776565 = -1988059.551954
  nChanged 49
		SP:Iteration 31Q (39158.630000 sec): 3 clusters
  Score: Raw -1991233.309232 + Penalty 3165.776565 = -1988067.532667
  nChanged 45
		SP:Iteration 32Q (39158.920000 sec): 3 clusters
  Score: Raw -1991239.674699 + Penalty 3165.776565 = -1988073.898134
  nChanged 61
		SP:Iteration 33Q (39159.200000 sec): 3 clusters
  Score: Raw -1991247.695385 + Penalty 3165.776565 = -1988081.918820
  nChanged 55
		SP:Iteration 34Q (39159.490000 sec): 3 clusters
  Score: Raw -1991255.350161 + Penalty 3165.776565 = -1988089.573596
  nChanged 67
		SP:Iteration 35Q (39159.670000 sec): 3 clusters
  Score: Raw -1991264.602590 + Penalty 3165.776565 = -1988098.826025
  nChanged 62
		SP:Iteration 36Q (39159.980000 sec): 3 clusters
  Score: Raw -1991275.844643 + Penalty 3165.776565 = -1988110.068078
  nChanged 80
		SP:Iteration 37Q (39160.270000 sec): 3 clusters
  Score: Raw -1991291.210471 + Penalty 3165.776565 = -1988125.433906
  nChanged 86
		SP:Iteration 38Q (39160.540000 sec): 3 clusters
  Score: Raw -1991306.901017 + Penalty 3165.776565 = -1988141.124452
  nChanged 87
		SP:Iteration 39Q (39160.830000 sec): 3 clusters
  Score: Raw -1991323.782471 + Penalty 3165.776565 = -1988158.005906
  nChanged 89
		SP:Iteration 40F (39161.110000 sec): 3 clusters
  Score: Raw -1991342.055999 + Penalty 3165.776565 = -1988176.279434
  nChanged 82
		SP:Iteration 41Q (39161.410000 sec): 3 clusters
  Score: Raw -1991360.812486 + Penalty 3165.776565 = -1988195.035921
  nChanged 98
		SP:Iteration 42Q (39161.710000 sec): 3 clusters
  Score: Raw -1991383.790083 + Penalty 3165.776565 = -1988218.013518
  nChanged 86
		SP:Iteration 43Q (39161.980000 sec): 3 clusters
  Score: Raw -1991403.630428 + Penalty 3165.776565 = -1988237.853863
  nChanged 89
		SP:Iteration 44Q (39162.290000 sec): 3 clusters
  Score: Raw -1991424.106496 + Penalty 3165.776565 = -1988258.329931
  nChanged 96
		SP:Iteration 45Q (39162.550000 sec): 3 clusters
  Score: Raw -1991447.097322 + Penalty 3165.776565 = -1988281.320757
  nChanged 102
		SP:Iteration 46Q (39162.810000 sec): 3 clusters
  Score: Raw -1991467.429619 + Penalty 3165.776565 = -1988301.653054
  nChanged 91
		SP:Iteration 47Q (39163.030000 sec): 3 clusters
  Score: Raw -1991489.151191 + Penalty 3165.776565 = -1988323.374626
  nChanged 107
		SP:Iteration 48Q (39163.320000 sec): 3 clusters
  Score: Raw -1991518.685067 + Penalty 3165.776565 = -1988352.908502
  nChanged 115
		SP:Iteration 49Q (39163.610000 sec): 3 clusters
  Score: Raw -1991550.491163 + Penalty 3165.776565 = -1988384.714598
  nChanged 115
		SP:Iteration 50Q (39163.870000 sec): 3 clusters
  Score: Raw -1991584.179296 + Penalty 3165.776565 = -1988418.402731
  nChanged 100
		SP:Iteration 51Q (39164.160000 sec): 3 clusters
  Score: Raw -1991610.878241 + Penalty 3165.776565 = -1988445.101676
  nChanged 104
		SP:Iteration 52Q (39164.440000 sec): 3 clusters
  Score: Raw -1991638.451775 + Penalty 3165.776565 = -1988472.675211
  nChanged 106
		SP:Iteration 53Q (39164.680000 sec): 3 clusters
  Score: Raw -1991666.864025 + Penalty 3165.776565 = -1988501.087460
  nChanged 101
		SP:Iteration 54Q (39164.930000 sec): 3 clusters
  Score: Raw -1991689.123339 + Penalty 3165.776565 = -1988523.346774
  nChanged 77
		SP:Iteration 55Q (39165.190000 sec): 3 clusters
  Score: Raw -1991704.903357 + Penalty 3165.776565 = -1988539.126792
  nChanged 60
		SP:Iteration 56Q (39165.440000 sec): 3 clusters
  Score: Raw -1991714.118013 + Penalty 3165.776565 = -1988548.341448
  nChanged 50
		SP:Iteration 57Q (39165.730000 sec): 3 clusters
  Score: Raw -1991721.333221 + Penalty 3165.776565 = -1988555.556656
  nChanged 46
		SP:Iteration 58Q (39165.990000 sec): 3 clusters
  Score: Raw -1991727.657852 + Penalty 3165.776565 = -1988561.881287
  nChanged 48
		SP:Iteration 59Q (39166.270000 sec): 3 clusters
  Score: Raw -1991735.271175 + Penalty 3165.776565 = -1988569.494610
  nChanged 51
		SP:Iteration 60F (39166.550000 sec): 3 clusters
  Score: Raw -1991745.284998 + Penalty 3165.776565 = -1988579.508433
  nChanged 61
		SP:Iteration 61Q (39166.860000 sec): 3 clusters
  Score: Raw -1991758.275297 + Penalty 3165.776565 = -1988592.498733
  nChanged 58
		SP:Iteration 62Q (39167.130000 sec): 3 clusters
  Score: Raw -1991769.621863 + Penalty 3165.776565 = -1988603.845298
  nChanged 50
		SP:Iteration 63Q (39167.420000 sec): 3 clusters
  Score: Raw -1991778.146862 + Penalty 3165.776565 = -1988612.370297
  nChanged 48
		SP:Iteration 64Q (39167.680000 sec): 3 clusters
  Score: Raw -1991788.214422 + Penalty 3165.776565 = -1988622.437857
  nChanged 49
		SP:Iteration 65Q (39167.930000 sec): 3 clusters
  Score: Raw -1991795.126128 + Penalty 3165.776565 = -1988629.349563
  nChanged 35
		SP:Iteration 66Q (39168.220000 sec): 3 clusters
  Score: Raw -1991799.404569 + Penalty 3165.776565 = -1988633.628004
  nChanged 33
		SP:Iteration 67Q (39168.450000 sec): 3 clusters
  Score: Raw -1991803.924560 + Penalty 3165.776565 = -1988638.147995
  nChanged 29
		SP:Iteration 68Q (39168.750000 sec): 3 clusters
  Score: Raw -1991807.685830 + Penalty 3165.776565 = -1988641.909265
  nChanged 19
		SP:Iteration 69Q (39169.040000 sec): 3 clusters
  Score: Raw -1991810.209638 + Penalty 3165.776565 = -1988644.433073
  nChanged 19
		SP:Iteration 70Q (39169.340000 sec): 3 clusters
  Score: Raw -1991812.254788 + Penalty 3165.776565 = -1988646.478223
  nChanged 19
		SP:Iteration 71Q (39169.610000 sec): 3 clusters
  Score: Raw -1991814.706741 + Penalty 3165.776565 = -1988648.930176
  nChanged 28
		SP:Iteration 72Q (39169.850000 sec): 3 clusters
  Score: Raw -1991818.407829 + Penalty 3165.776565 = -1988652.631264
  nChanged 29
		SP:Iteration 73Q (39170.070000 sec): 3 clusters
  Score: Raw -1991823.059982 + Penalty 3165.776565 = -1988657.283417
  nChanged 26
		SP:Iteration 74Q (39170.340000 sec): 3 clusters
  Score: Raw -1991827.913296 + Penalty 3165.776565 = -1988662.136731
  nChanged 25
		SP:Iteration 75Q (39170.620000 sec): 3 clusters
  Score: Raw -1991831.760835 + Penalty 3165.776565 = -1988665.984270
  nChanged 21
		SP:Iteration 76Q (39170.860000 sec): 3 clusters
  Score: Raw -1991834.168372 + Penalty 3165.776565 = -1988668.391807
  nChanged 20
		SP:Iteration 77Q (39171.130000 sec): 3 clusters
  Score: Raw -1991837.052384 + Penalty 3165.776565 = -1988671.275819
  nChanged 21
		SP:Iteration 78Q (39171.400000 sec): 3 clusters
  Score: Raw -1991839.521548 + Penalty 3165.776565 = -1988673.744983
  nChanged 16
		SP:Iteration 79Q (39171.620000 sec): 3 clusters
  Score: Raw -1991841.025273 + Penalty 3165.776565 = -1988675.248708
  nChanged 14
		SP:Iteration 80F (39171.840000 sec): 3 clusters
  Score: Raw -1991843.171283 + Penalty 3165.776565 = -1988677.394718
  nChanged 19
		SP:Iteration 81Q (39172.090000 sec): 3 clusters
  Score: Raw -1991845.686476 + Penalty 3165.776565 = -1988679.909911
  nChanged 10
		SP:Iteration 82Q (39172.300000 sec): 3 clusters
  Score: Raw -1991846.765274 + Penalty 3165.776565 = -1988680.988709
  nChanged 9
		SP:Iteration 83Q (39172.530000 sec): 3 clusters
  Score: Raw -1991848.269756 + Penalty 3165.776565 = -1988682.493191
  nChanged 13
		SP:Iteration 84Q (39172.750000 sec): 3 clusters
  Score: Raw -1991849.846445 + Penalty 3165.776565 = -1988684.069880
  nChanged 12
		SP:Iteration 85Q (39173.040000 sec): 3 clusters
  Score: Raw -1991851.620918 + Penalty 3165.776565 = -1988685.844353
  nChanged 7
		SP:Iteration 86Q (39173.300000 sec): 3 clusters
  Score: Raw -1991852.531150 + Penalty 3165.776565 = -1988686.754585
  nChanged 11
		SP:Iteration 87Q (39173.610000 sec): 3 clusters
  Score: Raw -1991853.901576 + Penalty 3165.776565 = -1988688.125011
  nChanged 15
		SP:Iteration 88Q (39173.870000 sec): 3 clusters
  Score: Raw -1991855.606637 + Penalty 3165.776565 = -1988689.830072
  nChanged 15
		SP:Iteration 89Q (39174.100000 sec): 3 clusters
  Score: Raw -1991857.438852 + Penalty 3165.776565 = -1988691.662287
  nChanged 18
		SP:Iteration 90Q (39174.400000 sec): 3 clusters
  Score: Raw -1991860.547447 + Penalty 3165.776565 = -1988694.770882
  nChanged 22
		SP:Iteration 91Q (39174.680000 sec): 3 clusters
  Score: Raw -1991863.845273 + Penalty 3165.776565 = -1988698.068708
  nChanged 16
		SP:Iteration 92Q (39174.960000 sec): 3 clusters
  Score: Raw -1991865.692919 + Penalty 3165.776565 = -1988699.916354
  nChanged 12
		SP:Iteration 93Q (39175.220000 sec): 3 clusters
  Score: Raw -1991866.785526 + Penalty 3165.776565 = -1988701.008961
  nChanged 9
		SP:Iteration 94Q (39175.440000 sec): 3 clusters
  Score: Raw -1991867.393865 + Penalty 3165.776565 = -1988701.617300
  nChanged 8
		SP:Iteration 95Q (39175.740000 sec): 3 clusters
  Score: Raw -1991868.106415 + Penalty 3165.776565 = -1988702.329850
  nChanged 6
		SP:Iteration 96Q (39176.040000 sec): 3 clusters
  Score: Raw -1991868.736535 + Penalty 3165.776565 = -1988702.959970
  nChanged 5
		SP:Iteration 97Q (39176.280000 sec): 3 clusters
  Score: Raw -1991869.106673 + Penalty 3165.776565 = -1988703.330108
  nChanged 4
		SP:Iteration 98Q (39176.540000 sec): 3 clusters
  Score: Raw -1991869.441588 + Penalty 3165.776565 = -1988703.665023
  nChanged 4
		SP:Iteration 99Q (39176.860000 sec): 3 clusters
  Score: Raw -1991869.667980 + Penalty 3165.776565 = -1988703.891415
  nChanged 3
		SP:Iteration 100F (39177.060000 sec): 3 clusters
  Score: Raw -1991869.952864 + Penalty 3165.776565 = -1988704.176299
  nChanged 2
		SP:Iteration 101Q (39177.310000 sec): 3 clusters
  Score: Raw -1991870.175717 + Penalty 3165.776565 = -1988704.399152
  nChanged 1
		SP:Iteration 102Q (39177.610000 sec): 3 clusters
  Score: Raw -1991870.211967 + Penalty 3165.776565 = -1988704.435402
  nChanged 2
		SP:Iteration 103Q (39177.790000 sec): 3 clusters
  Score: Raw -1991870.399474 + Penalty 3165.776565 = -1988704.622909
  nChanged 4
		SP:Iteration 104Q (39178.110000 sec): 3 clusters
  Score: Raw -1991871.003933 + Penalty 3165.776565 = -1988705.227368
  nChanged 2
		SP:Iteration 105Q (39178.340000 sec): 3 clusters
  Score: Raw -1991871.198785 + Penalty 3165.776565 = -1988705.422220
  nChanged 1
		SP:Iteration 106Q (39178.600000 sec): 3 clusters
  Score: Raw -1991871.254942 + Penalty 3165.776565 = -1988705.478377
  nChanged 0
		SP:Iteration 107F (39178.820000 sec): 3 clusters
  Score: Raw -1991871.254942 + Penalty 3165.776565 = -1988705.478377
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 23 (3986 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (39178.970000 sec): 2 clusters
  Score: Raw -489376.788793 + Penalty 1347.213319 = -488029.575474
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (39179.110000 sec): 3 clusters
  Score: Raw -487336.359613 + Penalty 2694.426638 = -484641.932976
  nChanged 1596
		SP:Iteration 1F (39179.270000 sec): 3 clusters
  Score: Raw -488214.472087 + Penalty 2694.426638 = -485520.045449
  nChanged 285
		SP:Iteration 2F (39179.410000 sec): 3 clusters
  Score: Raw -488367.856548 + Penalty 2694.426638 = -485673.429910
  nChanged 187
		SP:Iteration 3Q (39179.620000 sec): 3 clusters
  Score: Raw -488452.928095 + Penalty 2694.426638 = -485758.501458
  nChanged 135
		SP:Iteration 4Q (39179.740000 sec): 3 clusters
  Score: Raw -488520.738606 + Penalty 2694.426638 = -485826.311968
  nChanged 139
		SP:Iteration 5Q (39179.910000 sec): 3 clusters
  Score: Raw -488602.654390 + Penalty 2694.426638 = -485908.227752
  nChanged 118
		SP:Iteration 6Q (39180.060000 sec): 3 clusters
  Score: Raw -488659.114466 + Penalty 2694.426638 = -485964.687829
  nChanged 109
		SP:Iteration 7Q (39180.180000 sec): 3 clusters
  Score: Raw -488712.111632 + Penalty 2694.426638 = -486017.684995
  nChanged 107
		SP:Iteration 8Q (39180.340000 sec): 3 clusters
  Score: Raw -488770.140467 + Penalty 2694.426638 = -486075.713829
  nChanged 102
		SP:Iteration 9Q (39180.500000 sec): 3 clusters
  Score: Raw -488832.712838 + Penalty 2694.426638 = -486138.286200
  nChanged 115
		SP:Iteration 10Q (39180.660000 sec): 3 clusters
  Score: Raw -488901.947286 + Penalty 2694.426638 = -486207.520648
  nChanged 108
		SP:Iteration 11Q (39180.850000 sec): 3 clusters
  Score: Raw -488956.892373 + Penalty 2694.426638 = -486262.465735
  nChanged 90
		SP:Iteration 12Q (39180.940000 sec): 3 clusters
  Score: Raw -489009.914613 + Penalty 2694.426638 = -486315.487976
  nChanged 88
		SP:Iteration 13Q (39181.070000 sec): 3 clusters
  Score: Raw -489054.709643 + Penalty 2694.426638 = -486360.283006
  nChanged 75
		SP:Iteration 14Q (39181.210000 sec): 3 clusters
  Score: Raw -489094.502773 + Penalty 2694.426638 = -486400.076136
  nChanged 78
		SP:Iteration 15Q (39181.390000 sec): 3 clusters
  Score: Raw -489143.431712 + Penalty 2694.426638 = -486449.005075
  nChanged 82
		SP:Iteration 16Q (39181.550000 sec): 3 clusters
  Score: Raw -489192.247324 + Penalty 2694.426638 = -486497.820686
  nChanged 66
		SP:Iteration 17Q (39181.740000 sec): 3 clusters
  Score: Raw -489232.558488 + Penalty 2694.426638 = -486538.131850
  nChanged 63
		SP:Iteration 18Q (39181.930000 sec): 3 clusters
  Score: Raw -489270.542922 + Penalty 2694.426638 = -486576.116285
  nChanged 55
		SP:Iteration 19Q (39182.110000 sec): 3 clusters
  Score: Raw -489297.022488 + Penalty 2694.426638 = -486602.595851
  nChanged 48
		SP:Iteration 20F (39182.250000 sec): 3 clusters
  Score: Raw -489325.126467 + Penalty 2694.426638 = -486630.699829
  nChanged 40
		SP:Iteration 21Q (39182.460000 sec): 3 clusters
  Score: Raw -489356.966809 + Penalty 2694.426638 = -486662.540171
  nChanged 58
		SP:Iteration 22Q (39182.630000 sec): 3 clusters
  Score: Raw -489403.289039 + Penalty 2694.426638 = -486708.862401
  nChanged 48
		SP:Iteration 23Q (39182.830000 sec): 3 clusters
  Score: Raw -489441.029657 + Penalty 2694.426638 = -486746.603019
  nChanged 41
		SP:Iteration 24Q (39182.970000 sec): 3 clusters
  Score: Raw -489476.345488 + Penalty 2694.426638 = -486781.918850
  nChanged 34
		SP:Iteration 25Q (39183.130000 sec): 3 clusters
  Score: Raw -489500.954261 + Penalty 2694.426638 = -486806.527623
  nChanged 22
		SP:Iteration 26Q (39183.330000 sec): 3 clusters
  Score: Raw -489521.288731 + Penalty 2694.426638 = -486826.862093
  nChanged 21
		SP:Iteration 27Q (39183.490000 sec): 3 clusters
  Score: Raw -489538.888238 + Penalty 2694.426638 = -486844.461600
  nChanged 21
		SP:Iteration 28Q (39183.650000 sec): 3 clusters
  Score: Raw -489554.577774 + Penalty 2694.426638 = -486860.151137
  nChanged 18
		SP:Iteration 29Q (39183.810000 sec): 3 clusters
  Score: Raw -489565.435735 + Penalty 2694.426638 = -486871.009097
  nChanged 15
		SP:Iteration 30Q (39184.000000 sec): 3 clusters
  Score: Raw -489577.499005 + Penalty 2694.426638 = -486883.072367
  nChanged 17
		SP:Iteration 31Q (39184.120000 sec): 3 clusters
  Score: Raw -489589.627557 + Penalty 2694.426638 = -486895.200919
  nChanged 14
		SP:Iteration 32Q (39184.290000 sec): 3 clusters
  Score: Raw -489598.599349 + Penalty 2694.426638 = -486904.172712
  nChanged 13
		SP:Iteration 33Q (39184.470000 sec): 3 clusters
  Score: Raw -489605.890468 + Penalty 2694.426638 = -486911.463830
  nChanged 15
		SP:Iteration 34Q (39184.700000 sec): 3 clusters
  Score: Raw -489613.800514 + Penalty 2694.426638 = -486919.373876
  nChanged 14
		SP:Iteration 35Q (39184.850000 sec): 3 clusters
  Score: Raw -489622.009905 + Penalty 2694.426638 = -486927.583268
  nChanged 11
		SP:Iteration 36Q (39185.060000 sec): 3 clusters
  Score: Raw -489632.696813 + Penalty 2694.426638 = -486938.270175
  nChanged 9
		SP:Iteration 37Q (39185.160000 sec): 3 clusters
  Score: Raw -489637.553879 + Penalty 2694.426638 = -486943.127241
  nChanged 4
		SP:Iteration 38Q (39185.320000 sec): 3 clusters
  Score: Raw -489641.386772 + Penalty 2694.426638 = -486946.960134
  nChanged 7
		SP:Iteration 39Q (39185.490000 sec): 3 clusters
  Score: Raw -489647.086767 + Penalty 2694.426638 = -486952.660129
  nChanged 4
		SP:Iteration 40F (39185.660000 sec): 3 clusters
  Score: Raw -489649.657441 + Penalty 2694.426638 = -486955.230803
  nChanged 5
		SP:Iteration 41Q (39185.840000 sec): 3 clusters
  Score: Raw -489651.918227 + Penalty 2694.426638 = -486957.491589
  nChanged 2
		SP:Iteration 42Q (39185.990000 sec): 3 clusters
  Score: Raw -489652.608209 + Penalty 2694.426638 = -486958.181572
  nChanged 1
		SP:Iteration 43Q (39186.200000 sec): 3 clusters
  Score: Raw -489654.181219 + Penalty 2694.426638 = -486959.754581
  nChanged 1
		SP:Iteration 44Q (39186.350000 sec): 3 clusters
  Score: Raw -489654.819740 + Penalty 2694.426638 = -486960.393103
  nChanged 2
		SP:Iteration 45Q (39186.500000 sec): 3 clusters
  Score: Raw -489655.671478 + Penalty 2694.426638 = -486961.244840
  nChanged 1
		SP:Iteration 46Q (39186.660000 sec): 3 clusters
  Score: Raw -489655.952407 + Penalty 2694.426638 = -486961.525770
  nChanged 1
		SP:Iteration 47Q (39186.840000 sec): 3 clusters
  Score: Raw -489656.144880 + Penalty 2694.426638 = -486961.718242
  nChanged 0
		SP:Iteration 48F (39186.990000 sec): 3 clusters
  Score: Raw -489656.144880 + Penalty 2694.426638 = -486961.718242
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 24 (2529 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (39187.080000 sec): 2 clusters
  Score: Raw -310854.145973 + Penalty 1273.281628 = -309580.864346
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (39187.200000 sec): 3 clusters
  Score: Raw -309728.727843 + Penalty 2546.563255 = -307182.164588
  nChanged 931
		SP:Iteration 1F (39187.340000 sec): 3 clusters
  Score: Raw -310272.459876 + Penalty 2546.563255 = -307725.896620
  nChanged 162
		SP:Iteration 2F (39187.500000 sec): 3 clusters
  Score: Raw -310369.912415 + Penalty 2546.563255 = -307823.349160
  nChanged 112
		SP:Iteration 3Q (39187.660000 sec): 3 clusters
  Score: Raw -310437.862570 + Penalty 2546.563255 = -307891.299315
  nChanged 101
		SP:Iteration 4Q (39187.800000 sec): 3 clusters
  Score: Raw -310499.014729 + Penalty 2546.563255 = -307952.451474
  nChanged 77
		SP:Iteration 5Q (39187.980000 sec): 3 clusters
  Score: Raw -310547.432066 + Penalty 2546.563255 = -308000.868811
  nChanged 69
		SP:Iteration 6Q (39188.120000 sec): 3 clusters
  Score: Raw -310591.030208 + Penalty 2546.563255 = -308044.466953
  nChanged 71
		SP:Iteration 7Q (39188.310000 sec): 3 clusters
  Score: Raw -310630.902241 + Penalty 2546.563255 = -308084.338986
  nChanged 46
		SP:Iteration 8Q (39188.460000 sec): 3 clusters
  Score: Raw -310660.022236 + Penalty 2546.563255 = -308113.458981
  nChanged 50
		SP:Iteration 9Q (39188.600000 sec): 3 clusters
  Score: Raw -310692.190899 + Penalty 2546.563255 = -308145.627644
  nChanged 55
		SP:Iteration 10Q (39188.790000 sec): 3 clusters
  Score: Raw -310729.379252 + Penalty 2546.563255 = -308182.815997
  nChanged 44
		SP:Iteration 11Q (39188.920000 sec): 3 clusters
  Score: Raw -310756.920736 + Penalty 2546.563255 = -308210.357481
  nChanged 35
		SP:Iteration 12Q (39189.100000 sec): 3 clusters
  Score: Raw -310795.587121 + Penalty 2546.563255 = -308249.023866
  nChanged 52
		SP:Iteration 13Q (39189.250000 sec): 3 clusters
  Score: Raw -310834.444985 + Penalty 2546.563255 = -308287.881730
  nChanged 49
		SP:Iteration 14Q (39189.330000 sec): 3 clusters
  Score: Raw -310874.037919 + Penalty 2546.563255 = -308327.474664
  nChanged 50
		SP:Iteration 15Q (39189.510000 sec): 3 clusters
  Score: Raw -310917.464300 + Penalty 2546.563255 = -308370.901045
  nChanged 44
		SP:Iteration 16Q (39189.610000 sec): 3 clusters
  Score: Raw -310948.760984 + Penalty 2546.563255 = -308402.197728
  nChanged 48
		SP:Iteration 17Q (39189.790000 sec): 3 clusters
  Score: Raw -310980.603955 + Penalty 2546.563255 = -308434.040700
  nChanged 37
		SP:Iteration 18Q (39189.950000 sec): 3 clusters
  Score: Raw -310998.701934 + Penalty 2546.563255 = -308452.138679
  nChanged 25
		SP:Iteration 19Q (39190.090000 sec): 3 clusters
  Score: Raw -311013.912339 + Penalty 2546.563255 = -308467.349084
  nChanged 34
		SP:Iteration 20F (39190.300000 sec): 3 clusters
  Score: Raw -311031.204845 + Penalty 2546.563255 = -308484.641590
  nChanged 26
		SP:Iteration 21Q (39190.500000 sec): 3 clusters
  Score: Raw -311046.655337 + Penalty 2546.563255 = -308500.092082
  nChanged 29
		SP:Iteration 22Q (39190.660000 sec): 3 clusters
  Score: Raw -311065.538893 + Penalty 2546.563255 = -308518.975637
  nChanged 23
		SP:Iteration 23Q (39190.840000 sec): 3 clusters
  Score: Raw -311075.887651 + Penalty 2546.563255 = -308529.324396
  nChanged 25
		SP:Iteration 24Q (39190.980000 sec): 3 clusters
  Score: Raw -311086.216780 + Penalty 2546.563255 = -308539.653524
  nChanged 18
		SP:Iteration 25Q (39191.120000 sec): 3 clusters
  Score: Raw -311096.885718 + Penalty 2546.563255 = -308550.322463
  nChanged 23
		SP:Iteration 26Q (39191.200000 sec): 3 clusters
  Score: Raw -311106.939632 + Penalty 2546.563255 = -308560.376377
  nChanged 11
		SP:Iteration 27Q (39191.320000 sec): 3 clusters
  Score: Raw -311112.039002 + Penalty 2546.563255 = -308565.475747
  nChanged 13
		SP:Iteration 28Q (39191.460000 sec): 3 clusters
  Score: Raw -311116.055625 + Penalty 2546.563255 = -308569.492370
  nChanged 8
		SP:Iteration 29Q (39191.620000 sec): 3 clusters
  Score: Raw -311117.966130 + Penalty 2546.563255 = -308571.402875
  nChanged 7
		SP:Iteration 30Q (39191.740000 sec): 3 clusters
  Score: Raw -311120.105893 + Penalty 2546.563255 = -308573.542638
  nChanged 5
		SP:Iteration 31Q (39191.920000 sec): 3 clusters
  Score: Raw -311121.098919 + Penalty 2546.563255 = -308574.535664
  nChanged 3
		SP:Iteration 32Q (39192.060000 sec): 3 clusters
  Score: Raw -311122.572016 + Penalty 2546.563255 = -308576.008761
  nChanged 4
		SP:Iteration 33Q (39192.230000 sec): 3 clusters
  Score: Raw -311123.333947 + Penalty 2546.563255 = -308576.770692
  nChanged 2
		SP:Iteration 34Q (39192.370000 sec): 3 clusters
  Score: Raw -311124.094987 + Penalty 2546.563255 = -308577.531732
  nChanged 4
		SP:Iteration 35Q (39192.520000 sec): 3 clusters
  Score: Raw -311125.071502 + Penalty 2546.563255 = -308578.508247
  nChanged 4
		SP:Iteration 36Q (39192.660000 sec): 3 clusters
  Score: Raw -311126.720177 + Penalty 2546.563255 = -308580.156922
  nChanged 6
		SP:Iteration 37Q (39192.780000 sec): 3 clusters
  Score: Raw -311128.398607 + Penalty 2546.563255 = -308581.835352
  nChanged 4
		SP:Iteration 38Q (39192.920000 sec): 3 clusters
  Score: Raw -311129.844414 + Penalty 2546.563255 = -308583.281158
  nChanged 3
		SP:Iteration 39Q (39193.100000 sec): 3 clusters
  Score: Raw -311131.032538 + Penalty 2546.563255 = -308584.469283
  nChanged 1
		SP:Iteration 40F (39193.270000 sec): 3 clusters
  Score: Raw -311131.218027 + Penalty 2546.563255 = -308584.654772
  nChanged 1
		SP:Iteration 41Q (39193.470000 sec): 3 clusters
  Score: Raw -311131.662602 + Penalty 2546.563255 = -308585.099347
  nChanged 1
		SP:Iteration 42Q (39193.620000 sec): 3 clusters
  Score: Raw -311131.909188 + Penalty 2546.563255 = -308585.345933
  nChanged 3
		SP:Iteration 43Q (39193.770000 sec): 3 clusters
  Score: Raw -311133.065081 + Penalty 2546.563255 = -308586.501826
  nChanged 1
		SP:Iteration 44Q (39193.940000 sec): 3 clusters
  Score: Raw -311133.295161 + Penalty 2546.563255 = -308586.731906
  nChanged 0
		SP:Iteration 45F (39194.070000 sec): 3 clusters
  Score: Raw -311133.295161 + Penalty 2546.563255 = -308586.731906
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 25 (487 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (39194.150000 sec): 2 clusters
  Score: Raw -54390.799135 + Penalty 1005.592920 = -53385.206215
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (39194.340000 sec): 3 clusters
  Score: Raw -54357.969009 + Penalty 2011.185840 = -52346.783169
  nChanged 117
		SP:Iteration 1F (39194.500000 sec): 3 clusters
  Score: Raw -54547.926327 + Penalty 2011.185840 = -52536.740487
  nChanged 36
		SP:Iteration 2F (39194.670000 sec): 3 clusters
  Score: Raw -54621.546999 + Penalty 2011.185840 = -52610.361159
  nChanged 17
		SP:Iteration 3Q (39194.830000 sec): 3 clusters
  Score: Raw -54663.865849 + Penalty 2011.185840 = -52652.680009
  nChanged 16
		SP:Iteration 4Q (39194.980000 sec): 3 clusters
  Score: Raw -54717.382034 + Penalty 2011.185840 = -52706.196194
  nChanged 14
		SP:Iteration 5Q (39195.150000 sec): 3 clusters
  Score: Raw -54764.485628 + Penalty 2011.185840 = -52753.299788
  nChanged 13
		SP:Iteration 6Q (39195.300000 sec): 3 clusters
  Score: Raw -54807.320660 + Penalty 2011.185840 = -52796.134820
  nChanged 10
		SP:Iteration 7Q (39195.460000 sec): 3 clusters
  Score: Raw -54827.621890 + Penalty 2011.185840 = -52816.436050
  nChanged 2
		SP:Iteration 8Q (39195.590000 sec): 3 clusters
  Score: Raw -54829.584817 + Penalty 2011.185840 = -52818.398977
  nChanged 3
		SP:Iteration 9Q (39195.740000 sec): 3 clusters
  Score: Raw -54831.325254 + Penalty 2011.185840 = -52820.139414
  nChanged 0
		SP:Iteration 10F (39195.880000 sec): 3 clusters
  Score: Raw -54831.325254 + Penalty 2011.185840 = -52820.139414
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 26 (509 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (39195.960000 sec): 2 clusters
  Score: Raw -62212.738434 + Penalty 1012.772803 = -61199.965632
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (39196.110000 sec): 3 clusters
  Score: Raw -62144.159250 + Penalty 2025.545605 = -60118.613645
  nChanged 117
		SP:Iteration 1F (39196.270000 sec): 3 clusters
  Score: Raw -62323.783028 + Penalty 2025.545605 = -60298.237422
  nChanged 32
		SP:Iteration 2F (39196.440000 sec): 3 clusters
  Score: Raw -62368.660652 + Penalty 2025.545605 = -60343.115047
  nChanged 8
		SP:Iteration 3Q (39196.590000 sec): 3 clusters
  Score: Raw -62380.048960 + Penalty 2025.545605 = -60354.503355
  nChanged 1
		SP:Iteration 4Q (39196.720000 sec): 3 clusters
  Score: Raw -62380.720565 + Penalty 2025.545605 = -60355.174959
  nChanged 0
		SP:Iteration 5F (39196.880000 sec): 3 clusters
  Score: Raw -62380.720565 + Penalty 2025.545605 = -60355.174959
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 27 (4104 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (39197.000000 sec): 2 clusters
  Score: Raw -495795.047068 + Penalty 1351.954075 = -494443.092992
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (39197.220000 sec): 3 clusters
  Score: Raw -493736.189555 + Penalty 2703.908151 = -491032.281404
  nChanged 1534
		SP:Iteration 1F (39197.350000 sec): 3 clusters
  Score: Raw -494558.272851 + Penalty 2703.908151 = -491854.364700
  nChanged 323
		SP:Iteration 2F (39197.520000 sec): 3 clusters
  Score: Raw -494746.626329 + Penalty 2703.908151 = -492042.718178
  nChanged 242
		SP:Iteration 3F (39197.660000 sec): 3 clusters
  Score: Raw -494881.015330 + Penalty 2703.908151 = -492177.107180
  nChanged 166
		SP:Iteration 4Q (39197.810000 sec): 3 clusters
  Score: Raw -494957.294409 + Penalty 2703.908151 = -492253.386258
  nChanged 136
		SP:Iteration 5Q (39197.980000 sec): 3 clusters
  Score: Raw -495018.429563 + Penalty 2703.908151 = -492314.521413
  nChanged 119
		SP:Iteration 6Q (39198.160000 sec): 3 clusters
  Score: Raw -495069.807118 + Penalty 2703.908151 = -492365.898968
  nChanged 95
		SP:Iteration 7Q (39198.320000 sec): 3 clusters
  Score: Raw -495106.136601 + Penalty 2703.908151 = -492402.228450
  nChanged 88
		SP:Iteration 8Q (39198.500000 sec): 3 clusters
  Score: Raw -495137.532376 + Penalty 2703.908151 = -492433.624225
  nChanged 71
		SP:Iteration 9Q (39198.680000 sec): 3 clusters
  Score: Raw -495163.892968 + Penalty 2703.908151 = -492459.984817
  nChanged 74
		SP:Iteration 10Q (39198.850000 sec): 3 clusters
  Score: Raw -495192.358313 + Penalty 2703.908151 = -492488.450162
  nChanged 64
		SP:Iteration 11Q (39199.010000 sec): 3 clusters
  Score: Raw -495212.282467 + Penalty 2703.908151 = -492508.374316
  nChanged 50
		SP:Iteration 12Q (39199.180000 sec): 3 clusters
  Score: Raw -495229.964270 + Penalty 2703.908151 = -492526.056119
  nChanged 45
		SP:Iteration 13Q (39199.360000 sec): 3 clusters
  Score: Raw -495248.830492 + Penalty 2703.908151 = -492544.922341
  nChanged 62
		SP:Iteration 14Q (39199.540000 sec): 3 clusters
  Score: Raw -495276.333804 + Penalty 2703.908151 = -492572.425653
  nChanged 57
		SP:Iteration 15Q (39199.700000 sec): 3 clusters
  Score: Raw -495298.372816 + Penalty 2703.908151 = -492594.464665
  nChanged 45
		SP:Iteration 16Q (39199.890000 sec): 3 clusters
  Score: Raw -495317.973427 + Penalty 2703.908151 = -492614.065276
  nChanged 48
		SP:Iteration 17Q (39200.020000 sec): 3 clusters
  Score: Raw -495337.437680 + Penalty 2703.908151 = -492633.529530
  nChanged 51
		SP:Iteration 18Q (39200.160000 sec): 3 clusters
  Score: Raw -495358.210548 + Penalty 2703.908151 = -492654.302397
  nChanged 40
		SP:Iteration 19Q (39200.290000 sec): 3 clusters
  Score: Raw -495373.269000 + Penalty 2703.908151 = -492669.360849
  nChanged 34
		SP:Iteration 20F (39200.470000 sec): 3 clusters
  Score: Raw -495387.527885 + Penalty 2703.908151 = -492683.619735
  nChanged 36
		SP:Iteration 21Q (39200.540000 sec): 3 clusters
  Score: Raw -495400.211610 + Penalty 2703.908151 = -492696.303459
  nChanged 38
		SP:Iteration 22Q (39200.640000 sec): 3 clusters
  Score: Raw -495413.779439 + Penalty 2703.908151 = -492709.871288
  nChanged 37
		SP:Iteration 23Q (39200.780000 sec): 3 clusters
  Score: Raw -495429.330232 + Penalty 2703.908151 = -492725.422082
  nChanged 32
		SP:Iteration 24Q (39200.960000 sec): 3 clusters
  Score: Raw -495446.233968 + Penalty 2703.908151 = -492742.325817
  nChanged 43
		SP:Iteration 25Q (39201.120000 sec): 3 clusters
  Score: Raw -495470.662439 + Penalty 2703.908151 = -492766.754288
  nChanged 50
		SP:Iteration 26Q (39201.290000 sec): 3 clusters
  Score: Raw -495502.076527 + Penalty 2703.908151 = -492798.168376
  nChanged 53
		SP:Iteration 27Q (39201.490000 sec): 3 clusters
  Score: Raw -495535.206704 + Penalty 2703.908151 = -492831.298553
  nChanged 57
		SP:Iteration 28Q (39201.680000 sec): 3 clusters
  Score: Raw -495571.985174 + Penalty 2703.908151 = -492868.077023
  nChanged 66
		SP:Iteration 29Q (39201.820000 sec): 3 clusters
  Score: Raw -495609.470440 + Penalty 2703.908151 = -492905.562290
  nChanged 44
		SP:Iteration 30Q (39202.050000 sec): 3 clusters
  Score: Raw -495638.718991 + Penalty 2703.908151 = -492934.810840
  nChanged 39
		SP:Iteration 31Q (39202.180000 sec): 3 clusters
  Score: Raw -495659.266881 + Penalty 2703.908151 = -492955.358730
  nChanged 37
		SP:Iteration 32Q (39202.380000 sec): 3 clusters
  Score: Raw -495678.858401 + Penalty 2703.908151 = -492974.950251
  nChanged 33
		SP:Iteration 33Q (39202.540000 sec): 3 clusters
  Score: Raw -495695.426511 + Penalty 2703.908151 = -492991.518360
  nChanged 30
		SP:Iteration 34Q (39202.660000 sec): 3 clusters
  Score: Raw -495712.492812 + Penalty 2703.908151 = -493008.584662
  nChanged 31
		SP:Iteration 35Q (39202.780000 sec): 3 clusters
  Score: Raw -495732.361176 + Penalty 2703.908151 = -493028.453025
  nChanged 38
		SP:Iteration 36Q (39202.960000 sec): 3 clusters
  Score: Raw -495754.524671 + Penalty 2703.908151 = -493050.616520
  nChanged 35
		SP:Iteration 37Q (39203.090000 sec): 3 clusters
  Score: Raw -495783.323055 + Penalty 2703.908151 = -493079.414904
  nChanged 32
		SP:Iteration 38Q (39203.280000 sec): 3 clusters
  Score: Raw -495805.428296 + Penalty 2703.908151 = -493101.520146
  nChanged 24
		SP:Iteration 39Q (39203.420000 sec): 3 clusters
  Score: Raw -495820.402761 + Penalty 2703.908151 = -493116.494610
  nChanged 19
		SP:Iteration 40F (39203.550000 sec): 3 clusters
  Score: Raw -495832.904556 + Penalty 2703.908151 = -493128.996405
  nChanged 22
		SP:Iteration 41Q (39203.690000 sec): 3 clusters
  Score: Raw -495846.056681 + Penalty 2703.908151 = -493142.148530
  nChanged 21
		SP:Iteration 42Q (39203.830000 sec): 3 clusters
  Score: Raw -495867.409596 + Penalty 2703.908151 = -493163.501445
  nChanged 18
		SP:Iteration 43Q (39203.980000 sec): 3 clusters
  Score: Raw -495880.289711 + Penalty 2703.908151 = -493176.381560
  nChanged 14
		SP:Iteration 44Q (39204.160000 sec): 3 clusters
  Score: Raw -495890.800720 + Penalty 2703.908151 = -493186.892569
  nChanged 12
		SP:Iteration 45Q (39204.300000 sec): 3 clusters
  Score: Raw -495900.201231 + Penalty 2703.908151 = -493196.293080
  nChanged 13
		SP:Iteration 46Q (39204.420000 sec): 3 clusters
  Score: Raw -495908.891176 + Penalty 2703.908151 = -493204.983026
  nChanged 12
		SP:Iteration 47Q (39204.550000 sec): 3 clusters
  Score: Raw -495916.996806 + Penalty 2703.908151 = -493213.088656
  nChanged 10
		SP:Iteration 48Q (39204.760000 sec): 3 clusters
  Score: Raw -495922.681848 + Penalty 2703.908151 = -493218.773697
  nChanged 6
		SP:Iteration 49Q (39204.920000 sec): 3 clusters
  Score: Raw -495926.790099 + Penalty 2703.908151 = -493222.881949
  nChanged 8
		SP:Iteration 50Q (39205.070000 sec): 3 clusters
  Score: Raw -495931.316787 + Penalty 2703.908151 = -493227.408636
  nChanged 3
		SP:Iteration 51Q (39205.140000 sec): 3 clusters
  Score: Raw -495933.049667 + Penalty 2703.908151 = -493229.141516
  nChanged 0
		SP:Iteration 52F (39205.250000 sec): 3 clusters
  Score: Raw -495933.049667 + Penalty 2703.908151 = -493229.141516
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 28 (4889 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (39205.400000 sec): 2 clusters
  Score: Raw -569754.107036 + Penalty 1380.395748 = -568373.711288
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (39205.520000 sec): 3 clusters
  Score: Raw -567195.927739 + Penalty 2760.791495 = -564435.136243
  nChanged 1990
		SP:Iteration 1F (39205.680000 sec): 3 clusters
  Score: Raw -568275.438791 + Penalty 2760.791495 = -565514.647296
  nChanged 389
		SP:Iteration 2F (39205.820000 sec): 3 clusters
  Score: Raw -568491.862027 + Penalty 2760.791495 = -565731.070531
  nChanged 305
		SP:Iteration 3F (39206.000000 sec): 3 clusters
  Score: Raw -568673.682232 + Penalty 2760.791495 = -565912.890737
  nChanged 256
		SP:Iteration 4F (39206.150000 sec): 3 clusters
  Score: Raw -568852.597986 + Penalty 2760.791495 = -566091.806490
  nChanged 242
		SP:Iteration 5Q (39206.300000 sec): 3 clusters
  Score: Raw -569004.364047 + Penalty 2760.791495 = -566243.572552
  nChanged 208
		SP:Iteration 6Q (39206.450000 sec): 3 clusters
  Score: Raw -569134.896283 + Penalty 2760.791495 = -566374.104787
  nChanged 211
		SP:Iteration 7Q (39206.610000 sec): 3 clusters
  Score: Raw -569277.328981 + Penalty 2760.791495 = -566516.537486
  nChanged 195
		SP:Iteration 8Q (39206.730000 sec): 3 clusters
  Score: Raw -569400.925995 + Penalty 2760.791495 = -566640.134500
  nChanged 171
		SP:Iteration 9Q (39206.860000 sec): 3 clusters
  Score: Raw -569499.882193 + Penalty 2760.791495 = -566739.090698
  nChanged 147
		SP:Iteration 10Q (39207.000000 sec): 3 clusters
  Score: Raw -569584.384550 + Penalty 2760.791495 = -566823.593055
  nChanged 153
		SP:Iteration 11Q (39207.150000 sec): 3 clusters
  Score: Raw -569676.551977 + Penalty 2760.791495 = -566915.760482
  nChanged 136
		SP:Iteration 12Q (39207.310000 sec): 3 clusters
  Score: Raw -569752.773256 + Penalty 2760.791495 = -566991.981761
  nChanged 120
		SP:Iteration 13Q (39207.460000 sec): 3 clusters
  Score: Raw -569814.502457 + Penalty 2760.791495 = -567053.710962
  nChanged 110
		SP:Iteration 14Q (39207.600000 sec): 3 clusters
  Score: Raw -569866.116617 + Penalty 2760.791495 = -567105.325122
  nChanged 84
		SP:Iteration 15Q (39207.760000 sec): 3 clusters
  Score: Raw -569897.370675 + Penalty 2760.791495 = -567136.579180
  nChanged 74
		SP:Iteration 16Q (39207.920000 sec): 3 clusters
  Score: Raw -569921.179230 + Penalty 2760.791495 = -567160.387734
  nChanged 62
		SP:Iteration 17Q (39208.140000 sec): 3 clusters
  Score: Raw -569941.509437 + Penalty 2760.791495 = -567180.717941
  nChanged 41
		SP:Iteration 18Q (39208.280000 sec): 3 clusters
  Score: Raw -569954.081570 + Penalty 2760.791495 = -567193.290075
  nChanged 37
		SP:Iteration 19Q (39208.480000 sec): 3 clusters
  Score: Raw -569965.228060 + Penalty 2760.791495 = -567204.436565
  nChanged 38
		SP:Iteration 20F (39208.680000 sec): 3 clusters
  Score: Raw -569978.469107 + Penalty 2760.791495 = -567217.677611
  nChanged 35
		SP:Iteration 21Q (39208.800000 sec): 3 clusters
  Score: Raw -569991.363698 + Penalty 2760.791495 = -567230.572203
  nChanged 33
		SP:Iteration 22Q (39208.980000 sec): 3 clusters
  Score: Raw -570003.694442 + Penalty 2760.791495 = -567242.902947
  nChanged 42
		SP:Iteration 23Q (39209.120000 sec): 3 clusters
  Score: Raw -570016.539674 + Penalty 2760.791495 = -567255.748179
  nChanged 30
		SP:Iteration 24Q (39209.290000 sec): 3 clusters
  Score: Raw -570024.041306 + Penalty 2760.791495 = -567263.249810
  nChanged 34
		SP:Iteration 25Q (39209.390000 sec): 3 clusters
  Score: Raw -570035.682244 + Penalty 2760.791495 = -567274.890748
  nChanged 35
		SP:Iteration 26Q (39209.530000 sec): 3 clusters
  Score: Raw -570048.133710 + Penalty 2760.791495 = -567287.342214
  nChanged 41
		SP:Iteration 27Q (39209.660000 sec): 3 clusters
  Score: Raw -570063.081570 + Penalty 2760.791495 = -567302.290075
  nChanged 45
		SP:Iteration 28Q (39209.820000 sec): 3 clusters
  Score: Raw -570084.456792 + Penalty 2760.791495 = -567323.665297
  nChanged 45
		SP:Iteration 29Q (39209.960000 sec): 3 clusters
  Score: Raw -570103.626380 + Penalty 2760.791495 = -567342.834885
  nChanged 48
		SP:Iteration 30Q (39210.130000 sec): 3 clusters
  Score: Raw -570125.112348 + Penalty 2760.791495 = -567364.320852
  nChanged 43
		SP:Iteration 31Q (39210.220000 sec): 3 clusters
  Score: Raw -570140.668567 + Penalty 2760.791495 = -567379.877071
  nChanged 42
		SP:Iteration 32Q (39210.380000 sec): 3 clusters
  Score: Raw -570156.198359 + Penalty 2760.791495 = -567395.406864
  nChanged 32
		SP:Iteration 33Q (39210.530000 sec): 3 clusters
  Score: Raw -570167.979364 + Penalty 2760.791495 = -567407.187868
  nChanged 26
		SP:Iteration 34Q (39210.700000 sec): 3 clusters
  Score: Raw -570178.265380 + Penalty 2760.791495 = -567417.473884
  nChanged 31
		SP:Iteration 35Q (39210.850000 sec): 3 clusters
  Score: Raw -570187.993489 + Penalty 2760.791495 = -567427.201994
  nChanged 22
		SP:Iteration 36Q (39211.020000 sec): 3 clusters
  Score: Raw -570197.447319 + Penalty 2760.791495 = -567436.655824
  nChanged 34
		SP:Iteration 37Q (39211.160000 sec): 3 clusters
  Score: Raw -570217.949199 + Penalty 2760.791495 = -567457.157704
  nChanged 47
		SP:Iteration 38Q (39211.340000 sec): 3 clusters
  Score: Raw -570242.673577 + Penalty 2760.791495 = -567481.882082
  nChanged 49
		SP:Iteration 39Q (39211.450000 sec): 3 clusters
  Score: Raw -570268.458090 + Penalty 2760.791495 = -567507.666594
  nChanged 45
		SP:Iteration 40F (39211.570000 sec): 3 clusters
  Score: Raw -570301.062052 + Penalty 2760.791495 = -567540.270557
  nChanged 56
		SP:Iteration 41Q (39211.710000 sec): 3 clusters
  Score: Raw -570334.435191 + Penalty 2760.791495 = -567573.643696
  nChanged 51
		SP:Iteration 42Q (39211.860000 sec): 3 clusters
  Score: Raw -570363.764782 + Penalty 2760.791495 = -567602.973287
  nChanged 42
		SP:Iteration 43Q (39212.020000 sec): 3 clusters
  Score: Raw -570395.045287 + Penalty 2760.791495 = -567634.253792
  nChanged 50
		SP:Iteration 44Q (39212.150000 sec): 3 clusters
  Score: Raw -570429.391778 + Penalty 2760.791495 = -567668.600283
  nChanged 54
		SP:Iteration 45Q (39212.320000 sec): 3 clusters
  Score: Raw -570463.091951 + Penalty 2760.791495 = -567702.300455
  nChanged 57
		SP:Iteration 46Q (39212.500000 sec): 3 clusters
  Score: Raw -570495.238673 + Penalty 2760.791495 = -567734.447178
  nChanged 39
		SP:Iteration 47Q (39212.660000 sec): 3 clusters
  Score: Raw -570512.709291 + Penalty 2760.791495 = -567751.917795
  nChanged 29
		SP:Iteration 48Q (39212.870000 sec): 3 clusters
  Score: Raw -570529.123320 + Penalty 2760.791495 = -567768.331825
  nChanged 35
		SP:Iteration 49Q (39213.020000 sec): 3 clusters
  Score: Raw -570545.082433 + Penalty 2760.791495 = -567784.290938
  nChanged 23
		SP:Iteration 50Q (39213.160000 sec): 3 clusters
  Score: Raw -570552.166329 + Penalty 2760.791495 = -567791.374834
  nChanged 21
		SP:Iteration 51Q (39213.230000 sec): 3 clusters
  Score: Raw -570560.669678 + Penalty 2760.791495 = -567799.878183
  nChanged 22
		SP:Iteration 52Q (39213.410000 sec): 3 clusters
  Score: Raw -570567.507522 + Penalty 2760.791495 = -567806.716026
  nChanged 18
		SP:Iteration 53Q (39213.580000 sec): 3 clusters
  Score: Raw -570572.478206 + Penalty 2760.791495 = -567811.686711
  nChanged 12
		SP:Iteration 54Q (39213.780000 sec): 3 clusters
  Score: Raw -570575.726990 + Penalty 2760.791495 = -567814.935495
  nChanged 7
		SP:Iteration 55Q (39213.940000 sec): 3 clusters
  Score: Raw -570576.939151 + Penalty 2760.791495 = -567816.147656
  nChanged 9
		SP:Iteration 56Q (39214.110000 sec): 3 clusters
  Score: Raw -570578.792875 + Penalty 2760.791495 = -567818.001380
  nChanged 5
		SP:Iteration 57Q (39214.290000 sec): 3 clusters
  Score: Raw -570580.119423 + Penalty 2760.791495 = -567819.327927
  nChanged 7
		SP:Iteration 58Q (39214.460000 sec): 3 clusters
  Score: Raw -570582.328226 + Penalty 2760.791495 = -567821.536731
  nChanged 6
		SP:Iteration 59Q (39214.640000 sec): 3 clusters
  Score: Raw -570583.976929 + Penalty 2760.791495 = -567823.185434
  nChanged 6
		SP:Iteration 60F (39214.760000 sec): 3 clusters
  Score: Raw -570584.792260 + Penalty 2760.791495 = -567824.000764
  nChanged 5
		SP:Iteration 61Q (39214.900000 sec): 3 clusters
  Score: Raw -570585.981068 + Penalty 2760.791495 = -567825.189573
  nChanged 2
		SP:Iteration 62Q (39215.120000 sec): 3 clusters
  Score: Raw -570586.287080 + Penalty 2760.791495 = -567825.495584
  nChanged 2
		SP:Iteration 63Q (39215.310000 sec): 3 clusters
  Score: Raw -570587.019253 + Penalty 2760.791495 = -567826.227758
  nChanged 4
		SP:Iteration 64Q (39215.500000 sec): 3 clusters
  Score: Raw -570588.349919 + Penalty 2760.791495 = -567827.558424
  nChanged 2
		SP:Iteration 65Q (39215.700000 sec): 3 clusters
  Score: Raw -570588.730693 + Penalty 2760.791495 = -567827.939198
  nChanged 2
		SP:Iteration 66Q (39215.880000 sec): 3 clusters
  Score: Raw -570589.387705 + Penalty 2760.791495 = -567828.596210
  nChanged 3
		SP:Iteration 67Q (39216.040000 sec): 3 clusters
  Score: Raw -570589.905481 + Penalty 2760.791495 = -567829.113986
  nChanged 1
		SP:Iteration 68Q (39216.180000 sec): 3 clusters
  Score: Raw -570590.042219 + Penalty 2760.791495 = -567829.250723
  nChanged 0
		SP:Iteration 69F (39216.370000 sec): 3 clusters
  Score: Raw -570590.042219 + Penalty 2760.791495 = -567829.250723
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 29 (7938 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (39216.450000 sec): 2 clusters
  Score: Raw -903814.796653 + Penalty 1459.155203 = -902355.641450
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (39216.600000 sec): 3 clusters
  Score: Raw -899460.163044 + Penalty 2918.310406 = -896541.852638
  nChanged 3343
		SP:Iteration 1F (39216.780000 sec): 3 clusters
  Score: Raw -901336.859153 + Penalty 2918.310406 = -898418.548747
  nChanged 565
		SP:Iteration 2F (39216.990000 sec): 3 clusters
  Score: Raw -901642.506983 + Penalty 2918.310406 = -898724.196578
  nChanged 506
		SP:Iteration 3F (39217.200000 sec): 3 clusters
  Score: Raw -901937.942390 + Penalty 2918.310406 = -899019.631984
  nChanged 455
		SP:Iteration 4F (39217.360000 sec): 3 clusters
  Score: Raw -902212.499850 + Penalty 2918.310406 = -899294.189444
  nChanged 411
		SP:Iteration 5F (39217.550000 sec): 3 clusters
  Score: Raw -902438.510093 + Penalty 2918.310406 = -899520.199687
  nChanged 398
		SP:Iteration 6F (39217.760000 sec): 3 clusters
  Score: Raw -902674.557987 + Penalty 2918.310406 = -899756.247581
  nChanged 384
		SP:Iteration 7Q (39217.950000 sec): 3 clusters
  Score: Raw -902923.702066 + Penalty 2918.310406 = -900005.391661
  nChanged 374
		SP:Iteration 8Q (39218.140000 sec): 3 clusters
  Score: Raw -903194.934097 + Penalty 2918.310406 = -900276.623691
  nChanged 341
		SP:Iteration 9Q (39218.330000 sec): 3 clusters
  Score: Raw -903451.195285 + Penalty 2918.310406 = -900532.884879
  nChanged 293
		SP:Iteration 10Q (39218.540000 sec): 3 clusters
  Score: Raw -903687.033235 + Penalty 2918.310406 = -900768.722829
  nChanged 257
		SP:Iteration 11Q (39218.690000 sec): 3 clusters
  Score: Raw -903942.895835 + Penalty 2918.310406 = -901024.585429
  nChanged 245
		SP:Iteration 12Q (39218.870000 sec): 3 clusters
  Score: Raw -904176.784363 + Penalty 2918.310406 = -901258.473957
  nChanged 192
		SP:Iteration 13Q (39219.050000 sec): 3 clusters
  Score: Raw -904330.053115 + Penalty 2918.310406 = -901411.742709
  nChanged 133
		SP:Iteration 14Q (39219.210000 sec): 3 clusters
  Score: Raw -904430.226599 + Penalty 2918.310406 = -901511.916193
  nChanged 121
		SP:Iteration 15Q (39219.350000 sec): 3 clusters
  Score: Raw -904490.340941 + Penalty 2918.310406 = -901572.030536
  nChanged 83
		SP:Iteration 16Q (39219.510000 sec): 3 clusters
  Score: Raw -904526.439158 + Penalty 2918.310406 = -901608.128753
  nChanged 55
		SP:Iteration 17Q (39219.660000 sec): 3 clusters
  Score: Raw -904545.482149 + Penalty 2918.310406 = -901627.171743
  nChanged 33
		SP:Iteration 18Q (39219.810000 sec): 3 clusters
  Score: Raw -904555.978401 + Penalty 2918.310406 = -901637.667995
  nChanged 33
		SP:Iteration 19Q (39220.000000 sec): 3 clusters
  Score: Raw -904567.594658 + Penalty 2918.310406 = -901649.284252
  nChanged 38
		SP:Iteration 20F (39220.180000 sec): 3 clusters
  Score: Raw -904581.523958 + Penalty 2918.310406 = -901663.213552
  nChanged 30
		SP:Iteration 21Q (39220.340000 sec): 3 clusters
  Score: Raw -904591.180782 + Penalty 2918.310406 = -901672.870376
  nChanged 22
		SP:Iteration 22Q (39220.550000 sec): 3 clusters
  Score: Raw -904596.702188 + Penalty 2918.310406 = -901678.391782
  nChanged 19
		SP:Iteration 23Q (39220.710000 sec): 3 clusters
  Score: Raw -904600.842653 + Penalty 2918.310406 = -901682.532247
  nChanged 14
		SP:Iteration 24Q (39220.890000 sec): 3 clusters
  Score: Raw -904603.271410 + Penalty 2918.310406 = -901684.961004
  nChanged 7
		SP:Iteration 25Q (39221.050000 sec): 3 clusters
  Score: Raw -904605.398092 + Penalty 2918.310406 = -901687.087687
  nChanged 7
		SP:Iteration 26Q (39221.220000 sec): 3 clusters
  Score: Raw -904606.489713 + Penalty 2918.310406 = -901688.179307
  nChanged 6
		SP:Iteration 27Q (39221.360000 sec): 3 clusters
  Score: Raw -904608.103857 + Penalty 2918.310406 = -901689.793451
  nChanged 10
		SP:Iteration 28Q (39221.510000 sec): 3 clusters
  Score: Raw -904609.778061 + Penalty 2918.310406 = -901691.467656
  nChanged 6
		SP:Iteration 29Q (39221.720000 sec): 3 clusters
  Score: Raw -904610.913911 + Penalty 2918.310406 = -901692.603505
  nChanged 5
		SP:Iteration 30Q (39221.860000 sec): 3 clusters
  Score: Raw -904611.563327 + Penalty 2918.310406 = -901693.252921
  nChanged 0
		SP:Iteration 31F (39222.020000 sec): 3 clusters
  Score: Raw -904611.563327 + Penalty 2918.310406 = -901693.252921
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 30 (13233 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (39222.140000 sec): 2 clusters
  Score: Raw -1655149.654766 + Penalty 1542.201211 = -1653607.453555
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (39222.380000 sec): 3 clusters
  Score: Raw -1647437.077466 + Penalty 3084.402421 = -1644352.675044
  nChanged 5883
		SP:Iteration 1F (39222.600000 sec): 3 clusters
  Score: Raw -1650815.423023 + Penalty 3084.402421 = -1647731.020602
  nChanged 1016
		SP:Iteration 2F (39222.840000 sec): 3 clusters
  Score: Raw -1651531.858163 + Penalty 3084.402421 = -1648447.455741
  nChanged 1155
		SP:Iteration 3F (39223.020000 sec): 3 clusters
  Score: Raw -1652533.106123 + Penalty 3084.402421 = -1649448.703702
  nChanged 1159
		SP:Iteration 4F (39223.300000 sec): 3 clusters
  Score: Raw -1653518.654267 + Penalty 3084.402421 = -1650434.251846
  nChanged 991
		SP:Iteration 5F (39223.540000 sec): 3 clusters
  Score: Raw -1654219.224319 + Penalty 3084.402421 = -1651134.821898
  nChanged 658
		SP:Iteration 6Q (39223.740000 sec): 3 clusters
  Score: Raw -1654599.510654 + Penalty 3084.402421 = -1651515.108233
  nChanged 442
		SP:Iteration 7Q (39223.950000 sec): 3 clusters
  Score: Raw -1654824.215965 + Penalty 3084.402421 = -1651739.813544
  nChanged 340
		SP:Iteration 8Q (39224.190000 sec): 3 clusters
  Score: Raw -1654982.409822 + Penalty 3084.402421 = -1651898.007400
  nChanged 276
		SP:Iteration 9Q (39224.390000 sec): 3 clusters
  Score: Raw -1655093.411163 + Penalty 3084.402421 = -1652009.008741
  nChanged 225
		SP:Iteration 10Q (39224.620000 sec): 3 clusters
  Score: Raw -1655182.030026 + Penalty 3084.402421 = -1652097.627605
  nChanged 172
		SP:Iteration 11Q (39224.820000 sec): 3 clusters
  Score: Raw -1655235.893990 + Penalty 3084.402421 = -1652151.491568
  nChanged 136
		SP:Iteration 12Q (39225.000000 sec): 3 clusters
  Score: Raw -1655271.616844 + Penalty 3084.402421 = -1652187.214423
  nChanged 105
		SP:Iteration 13Q (39225.220000 sec): 3 clusters
  Score: Raw -1655292.854132 + Penalty 3084.402421 = -1652208.451711
  nChanged 76
		SP:Iteration 14Q (39225.440000 sec): 3 clusters
  Score: Raw -1655307.516504 + Penalty 3084.402421 = -1652223.114083
  nChanged 63
		SP:Iteration 15Q (39225.680000 sec): 3 clusters
  Score: Raw -1655319.626541 + Penalty 3084.402421 = -1652235.224119
  nChanged 47
		SP:Iteration 16Q (39225.910000 sec): 3 clusters
  Score: Raw -1655326.858491 + Penalty 3084.402421 = -1652242.456070
  nChanged 42
		SP:Iteration 17Q (39226.140000 sec): 3 clusters
  Score: Raw -1655333.405082 + Penalty 3084.402421 = -1652249.002661
  nChanged 41
		SP:Iteration 18Q (39226.410000 sec): 3 clusters
  Score: Raw -1655339.183113 + Penalty 3084.402421 = -1652254.780692
  nChanged 36
		SP:Iteration 19Q (39226.650000 sec): 3 clusters
  Score: Raw -1655345.304459 + Penalty 3084.402421 = -1652260.902038
  nChanged 38
		SP:Iteration 20F (39226.840000 sec): 3 clusters
  Score: Raw -1655351.747632 + Penalty 3084.402421 = -1652267.345211
  nChanged 42
		SP:Iteration 21Q (39227.060000 sec): 3 clusters
  Score: Raw -1655359.247408 + Penalty 3084.402421 = -1652274.844987
  nChanged 32
		SP:Iteration 22Q (39227.280000 sec): 3 clusters
  Score: Raw -1655364.328797 + Penalty 3084.402421 = -1652279.926375
  nChanged 27
		SP:Iteration 23Q (39227.540000 sec): 3 clusters
  Score: Raw -1655368.447850 + Penalty 3084.402421 = -1652284.045429
  nChanged 24
		SP:Iteration 24Q (39227.740000 sec): 3 clusters
  Score: Raw -1655372.482311 + Penalty 3084.402421 = -1652288.079889
  nChanged 28
		SP:Iteration 25Q (39227.990000 sec): 3 clusters
  Score: Raw -1655377.285156 + Penalty 3084.402421 = -1652292.882734
  nChanged 29
		SP:Iteration 26Q (39228.220000 sec): 3 clusters
  Score: Raw -1655382.441681 + Penalty 3084.402421 = -1652298.039260
  nChanged 34
		SP:Iteration 27Q (39228.440000 sec): 3 clusters
  Score: Raw -1655389.115152 + Penalty 3084.402421 = -1652304.712730
  nChanged 34
		SP:Iteration 28Q (39228.700000 sec): 3 clusters
  Score: Raw -1655396.082397 + Penalty 3084.402421 = -1652311.679976
  nChanged 29
		SP:Iteration 29Q (39228.930000 sec): 3 clusters
  Score: Raw -1655400.787143 + Penalty 3084.402421 = -1652316.384721
  nChanged 22
		SP:Iteration 30Q (39229.150000 sec): 3 clusters
  Score: Raw -1655404.394781 + Penalty 3084.402421 = -1652319.992360
  nChanged 17
		SP:Iteration 31Q (39229.360000 sec): 3 clusters
  Score: Raw -1655406.993790 + Penalty 3084.402421 = -1652322.591368
  nChanged 20
		SP:Iteration 32Q (39229.600000 sec): 3 clusters
  Score: Raw -1655410.137216 + Penalty 3084.402421 = -1652325.734794
  nChanged 15
		SP:Iteration 33Q (39229.800000 sec): 3 clusters
  Score: Raw -1655412.341165 + Penalty 3084.402421 = -1652327.938744
  nChanged 11
		SP:Iteration 34Q (39230.000000 sec): 3 clusters
  Score: Raw -1655413.847820 + Penalty 3084.402421 = -1652329.445398
  nChanged 7
		SP:Iteration 35Q (39230.280000 sec): 3 clusters
  Score: Raw -1655414.447157 + Penalty 3084.402421 = -1652330.044735
  nChanged 7
		SP:Iteration 36Q (39230.490000 sec): 3 clusters
  Score: Raw -1655415.420580 + Penalty 3084.402421 = -1652331.018159
  nChanged 11
		SP:Iteration 37Q (39230.730000 sec): 3 clusters
  Score: Raw -1655417.184448 + Penalty 3084.402421 = -1652332.782027
  nChanged 9
		SP:Iteration 38Q (39231.020000 sec): 3 clusters
  Score: Raw -1655418.473891 + Penalty 3084.402421 = -1652334.071470
  nChanged 11
		SP:Iteration 39Q (39231.240000 sec): 3 clusters
  Score: Raw -1655420.156414 + Penalty 3084.402421 = -1652335.753992
  nChanged 13
		SP:Iteration 40F (39231.450000 sec): 3 clusters
  Score: Raw -1655422.190832 + Penalty 3084.402421 = -1652337.788411
  nChanged 14
		SP:Iteration 41Q (39231.680000 sec): 3 clusters
  Score: Raw -1655424.239716 + Penalty 3084.402421 = -1652339.837294
  nChanged 11
		SP:Iteration 42Q (39231.870000 sec): 3 clusters
  Score: Raw -1655426.146535 + Penalty 3084.402421 = -1652341.744114
  nChanged 15
		SP:Iteration 43Q (39232.070000 sec): 3 clusters
  Score: Raw -1655428.686590 + Penalty 3084.402421 = -1652344.284168
  nChanged 17
		SP:Iteration 44Q (39232.280000 sec): 3 clusters
  Score: Raw -1655430.832216 + Penalty 3084.402421 = -1652346.429795
  nChanged 13
		SP:Iteration 45Q (39232.510000 sec): 3 clusters
  Score: Raw -1655433.257602 + Penalty 3084.402421 = -1652348.855180
  nChanged 17
		SP:Iteration 46Q (39232.710000 sec): 3 clusters
  Score: Raw -1655436.051559 + Penalty 3084.402421 = -1652351.649138
  nChanged 16
		SP:Iteration 47Q (39232.940000 sec): 3 clusters
  Score: Raw -1655438.805210 + Penalty 3084.402421 = -1652354.402789
  nChanged 13
		SP:Iteration 48Q (39233.220000 sec): 3 clusters
  Score: Raw -1655440.643370 + Penalty 3084.402421 = -1652356.240949
  nChanged 14
		SP:Iteration 49Q (39233.420000 sec): 3 clusters
  Score: Raw -1655443.433106 + Penalty 3084.402421 = -1652359.030684
  nChanged 19
		SP:Iteration 50Q (39233.640000 sec): 3 clusters
  Score: Raw -1655446.861548 + Penalty 3084.402421 = -1652362.459127
  nChanged 16
		SP:Iteration 51Q (39233.930000 sec): 3 clusters
  Score: Raw -1655449.987932 + Penalty 3084.402421 = -1652365.585511
  nChanged 21
		SP:Iteration 52Q (39234.090000 sec): 3 clusters
  Score: Raw -1655454.882431 + Penalty 3084.402421 = -1652370.480009
  nChanged 22
		SP:Iteration 53Q (39234.310000 sec): 3 clusters
  Score: Raw -1655458.916099 + Penalty 3084.402421 = -1652374.513678
  nChanged 24
		SP:Iteration 54Q (39234.530000 sec): 3 clusters
  Score: Raw -1655464.214918 + Penalty 3084.402421 = -1652379.812497
  nChanged 23
		SP:Iteration 55Q (39234.720000 sec): 3 clusters
  Score: Raw -1655468.269564 + Penalty 3084.402421 = -1652383.867142
  nChanged 22
		SP:Iteration 56Q (39234.920000 sec): 3 clusters
  Score: Raw -1655471.076354 + Penalty 3084.402421 = -1652386.673932
  nChanged 12
		SP:Iteration 57Q (39235.180000 sec): 3 clusters
  Score: Raw -1655472.717792 + Penalty 3084.402421 = -1652388.315370
  nChanged 11
		SP:Iteration 58Q (39235.430000 sec): 3 clusters
  Score: Raw -1655474.722471 + Penalty 3084.402421 = -1652390.320050
  nChanged 12
		SP:Iteration 59Q (39235.640000 sec): 3 clusters
  Score: Raw -1655477.030486 + Penalty 3084.402421 = -1652392.628064
  nChanged 16
		SP:Iteration 60F (39235.820000 sec): 3 clusters
  Score: Raw -1655479.275911 + Penalty 3084.402421 = -1652394.873490
  nChanged 16
		SP:Iteration 61Q (39236.000000 sec): 3 clusters
  Score: Raw -1655482.004087 + Penalty 3084.402421 = -1652397.601666
  nChanged 19
		SP:Iteration 62Q (39236.270000 sec): 3 clusters
  Score: Raw -1655484.989786 + Penalty 3084.402421 = -1652400.587364
  nChanged 14
		SP:Iteration 63Q (39236.510000 sec): 3 clusters
  Score: Raw -1655486.998693 + Penalty 3084.402421 = -1652402.596271
  nChanged 14
		SP:Iteration 64Q (39236.710000 sec): 3 clusters
  Score: Raw -1655489.575534 + Penalty 3084.402421 = -1652405.173113
  nChanged 10
		SP:Iteration 65Q (39236.930000 sec): 3 clusters
  Score: Raw -1655491.084009 + Penalty 3084.402421 = -1652406.681588
  nChanged 12
		SP:Iteration 66Q (39237.120000 sec): 3 clusters
  Score: Raw -1655492.951965 + Penalty 3084.402421 = -1652408.549544
  nChanged 14
		SP:Iteration 67Q (39237.320000 sec): 3 clusters
  Score: Raw -1655495.262005 + Penalty 3084.402421 = -1652410.859584
  nChanged 14
		SP:Iteration 68Q (39237.540000 sec): 3 clusters
  Score: Raw -1655497.899401 + Penalty 3084.402421 = -1652413.496980
  nChanged 10
		SP:Iteration 69Q (39237.750000 sec): 3 clusters
  Score: Raw -1655499.950752 + Penalty 3084.402421 = -1652415.548331
  nChanged 11
		SP:Iteration 70Q (39237.970000 sec): 3 clusters
  Score: Raw -1655501.998445 + Penalty 3084.402421 = -1652417.596023
  nChanged 14
		SP:Iteration 71Q (39238.210000 sec): 3 clusters
  Score: Raw -1655504.231125 + Penalty 3084.402421 = -1652419.828704
  nChanged 13
		SP:Iteration 72Q (39238.400000 sec): 3 clusters
  Score: Raw -1655506.310683 + Penalty 3084.402421 = -1652421.908261
  nChanged 11
		SP:Iteration 73Q (39238.600000 sec): 3 clusters
  Score: Raw -1655508.249551 + Penalty 3084.402421 = -1652423.847129
  nChanged 10
		SP:Iteration 74Q (39238.820000 sec): 3 clusters
  Score: Raw -1655510.746721 + Penalty 3084.402421 = -1652426.344300
  nChanged 12
		SP:Iteration 75Q (39239.020000 sec): 3 clusters
  Score: Raw -1655514.051169 + Penalty 3084.402421 = -1652429.648748
  nChanged 16
		SP:Iteration 76Q (39239.260000 sec): 3 clusters
  Score: Raw -1655517.264645 + Penalty 3084.402421 = -1652432.862224
  nChanged 15
		SP:Iteration 77Q (39239.440000 sec): 3 clusters
  Score: Raw -1655520.730204 + Penalty 3084.402421 = -1652436.327783
  nChanged 16
		SP:Iteration 78Q (39239.660000 sec): 3 clusters
  Score: Raw -1655524.389267 + Penalty 3084.402421 = -1652439.986846
  nChanged 21
		SP:Iteration 79Q (39239.900000 sec): 3 clusters
  Score: Raw -1655529.670275 + Penalty 3084.402421 = -1652445.267854
  nChanged 21
		SP:Iteration 80F (39240.090000 sec): 3 clusters
  Score: Raw -1655535.242257 + Penalty 3084.402421 = -1652450.839836
  nChanged 24
		SP:Iteration 81Q (39240.300000 sec): 3 clusters
  Score: Raw -1655542.036872 + Penalty 3084.402421 = -1652457.634451
  nChanged 24
		SP:Iteration 82Q (39240.510000 sec): 3 clusters
  Score: Raw -1655548.840923 + Penalty 3084.402421 = -1652464.438502
  nChanged 22
		SP:Iteration 83Q (39240.710000 sec): 3 clusters
  Score: Raw -1655554.782574 + Penalty 3084.402421 = -1652470.380153
  nChanged 16
		SP:Iteration 84Q (39240.900000 sec): 3 clusters
  Score: Raw -1655558.798075 + Penalty 3084.402421 = -1652474.395653
  nChanged 14
		SP:Iteration 85Q (39241.160000 sec): 3 clusters
  Score: Raw -1655561.905530 + Penalty 3084.402421 = -1652477.503108
  nChanged 12
		SP:Iteration 86Q (39241.390000 sec): 3 clusters
  Score: Raw -1655565.063918 + Penalty 3084.402421 = -1652480.661497
  nChanged 11
		SP:Iteration 87Q (39241.600000 sec): 3 clusters
  Score: Raw -1655568.324372 + Penalty 3084.402421 = -1652483.921951
  nChanged 16
		SP:Iteration 88Q (39241.860000 sec): 3 clusters
  Score: Raw -1655571.631696 + Penalty 3084.402421 = -1652487.229274
  nChanged 13
		SP:Iteration 89Q (39242.060000 sec): 3 clusters
  Score: Raw -1655575.477335 + Penalty 3084.402421 = -1652491.074914
  nChanged 16
		SP:Iteration 90Q (39242.300000 sec): 3 clusters
  Score: Raw -1655579.135270 + Penalty 3084.402421 = -1652494.732848
  nChanged 9
		SP:Iteration 91Q (39242.530000 sec): 3 clusters
  Score: Raw -1655580.529099 + Penalty 3084.402421 = -1652496.126678
  nChanged 5
		SP:Iteration 92Q (39242.770000 sec): 3 clusters
  Score: Raw -1655581.421932 + Penalty 3084.402421 = -1652497.019510
  nChanged 9
		SP:Iteration 93Q (39242.960000 sec): 3 clusters
  Score: Raw -1655582.958410 + Penalty 3084.402421 = -1652498.555988
  nChanged 3
		SP:Iteration 94Q (39243.200000 sec): 3 clusters
  Score: Raw -1655583.395073 + Penalty 3084.402421 = -1652498.992651
  nChanged 3
		SP:Iteration 95Q (39243.440000 sec): 3 clusters
  Score: Raw -1655584.076193 + Penalty 3084.402421 = -1652499.673771
  nChanged 7
		SP:Iteration 96Q (39243.660000 sec): 3 clusters
  Score: Raw -1655586.330731 + Penalty 3084.402421 = -1652501.928310
  nChanged 4
		SP:Iteration 97Q (39243.890000 sec): 3 clusters
  Score: Raw -1655587.113548 + Penalty 3084.402421 = -1652502.711127
  nChanged 1
		SP:Iteration 98Q (39244.080000 sec): 3 clusters
  Score: Raw -1655587.199083 + Penalty 3084.402421 = -1652502.796662
  nChanged 0
		SP:Iteration 99F (39244.300000 sec): 3 clusters
  Score: Raw -1655587.199083 + Penalty 3084.402421 = -1652502.796662
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 31 (545 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (39244.370000 sec): 2 clusters
  Score: Raw -59723.482970 + Penalty 1023.877692 = -58699.605278
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (39244.560000 sec): 3 clusters
  Score: Raw -59642.649299 + Penalty 2047.755383 = -57594.893916
  nChanged 140
		SP:Iteration 1F (39244.690000 sec): 3 clusters
  Score: Raw -59915.600544 + Penalty 2047.755383 = -57867.845161
  nChanged 56
		SP:Iteration 2F (39244.800000 sec): 3 clusters
  Score: Raw -60048.082940 + Penalty 2047.755383 = -58000.327557
  nChanged 29
		SP:Iteration 3F (39244.930000 sec): 3 clusters
  Score: Raw -60132.370549 + Penalty 2047.755383 = -58084.615166
  nChanged 19
		SP:Iteration 4Q (39245.060000 sec): 3 clusters
  Score: Raw -60195.226847 + Penalty 2047.755383 = -58147.471464
  nChanged 18
		SP:Iteration 5Q (39245.180000 sec): 3 clusters
  Score: Raw -60263.356703 + Penalty 2047.755383 = -58215.601319
  nChanged 17
		SP:Iteration 6Q (39245.360000 sec): 3 clusters
  Score: Raw -60357.369448 + Penalty 2047.755383 = -58309.614064
  nChanged 24
		SP:Iteration 7Q (39245.450000 sec): 3 clusters
  Score: Raw -60431.162852 + Penalty 2047.755383 = -58383.407469
  nChanged 19
		SP:Iteration 8Q (39245.610000 sec): 3 clusters
  Score: Raw -60485.714391 + Penalty 2047.755383 = -58437.959008
  nChanged 12
		SP:Iteration 9Q (39245.770000 sec): 3 clusters
  Score: Raw -60538.180311 + Penalty 2047.755383 = -58490.424927
  nChanged 15
		SP:Iteration 10Q (39245.900000 sec): 3 clusters
  Score: Raw -60568.071782 + Penalty 2047.755383 = -58520.316398
  nChanged 10
		SP:Iteration 11Q (39246.020000 sec): 3 clusters
  Score: Raw -60583.650167 + Penalty 2047.755383 = -58535.894784
  nChanged 6
		SP:Iteration 12Q (39246.110000 sec): 3 clusters
  Score: Raw -60602.279844 + Penalty 2047.755383 = -58554.524461
  nChanged 5
		SP:Iteration 13Q (39246.200000 sec): 3 clusters
  Score: Raw -60614.059848 + Penalty 2047.755383 = -58566.304465
  nChanged 5
		SP:Iteration 14Q (39246.330000 sec): 3 clusters
  Score: Raw -60630.523171 + Penalty 2047.755383 = -58582.767787
  nChanged 2
		SP:Iteration 15Q (39246.440000 sec): 3 clusters
  Score: Raw -60634.522494 + Penalty 2047.755383 = -58586.767111
  nChanged 2
		SP:Iteration 16Q (39246.590000 sec): 3 clusters
  Score: Raw -60638.505131 + Penalty 2047.755383 = -58590.749748
  nChanged 2
		SP:Iteration 17Q (39246.760000 sec): 3 clusters
  Score: Raw -60642.193960 + Penalty 2047.755383 = -58594.438576
  nChanged 1
		SP:Iteration 18Q (39246.880000 sec): 3 clusters
  Score: Raw -60642.716397 + Penalty 2047.755383 = -58594.961014
  nChanged 1
		SP:Iteration 19Q (39246.990000 sec): 3 clusters
  Score: Raw -60643.953360 + Penalty 2047.755383 = -58596.197976
  nChanged 1
		SP:Iteration 20F (39247.160000 sec): 3 clusters
  Score: Raw -60645.270638 + Penalty 2047.755383 = -58597.515255
  nChanged 2
		SP:Iteration 21Q (39247.350000 sec): 3 clusters
  Score: Raw -60647.845069 + Penalty 2047.755383 = -58600.089686
  nChanged 0
		SP:Iteration 22F (39247.440000 sec): 3 clusters
  Score: Raw -60647.845069 + Penalty 2047.755383 = -58600.089686
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 32 (7916 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (39247.550000 sec): 2 clusters
  Score: Raw -960272.987069 + Penalty 1458.704212 = -958814.282856
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (39247.740000 sec): 3 clusters
  Score: Raw -955921.409095 + Penalty 2917.408425 = -953004.000670
  nChanged 3405
		SP:Iteration 1F (39247.930000 sec): 3 clusters
  Score: Raw -957789.985163 + Penalty 2917.408425 = -954872.576739
  nChanged 541
		SP:Iteration 2F (39248.090000 sec): 3 clusters
  Score: Raw -958078.480926 + Penalty 2917.408425 = -955161.072501
  nChanged 453
		SP:Iteration 3F (39248.310000 sec): 3 clusters
  Score: Raw -958341.854661 + Penalty 2917.408425 = -955424.446236
  nChanged 405
		SP:Iteration 4F (39248.550000 sec): 3 clusters
  Score: Raw -958585.388499 + Penalty 2917.408425 = -955667.980074
  nChanged 378
		SP:Iteration 5Q (39248.720000 sec): 3 clusters
  Score: Raw -958853.832919 + Penalty 2917.408425 = -955936.424494
  nChanged 382
		SP:Iteration 6Q (39248.940000 sec): 3 clusters
  Score: Raw -959139.053038 + Penalty 2917.408425 = -956221.644614
  nChanged 351
		SP:Iteration 7Q (39249.130000 sec): 3 clusters
  Score: Raw -959431.557887 + Penalty 2917.408425 = -956514.149463
  nChanged 323
		SP:Iteration 8Q (39249.360000 sec): 3 clusters
  Score: Raw -959679.816802 + Penalty 2917.408425 = -956762.408377
  nChanged 272
		SP:Iteration 9Q (39249.540000 sec): 3 clusters
  Score: Raw -959843.162245 + Penalty 2917.408425 = -956925.753820
  nChanged 204
		SP:Iteration 10Q (39249.710000 sec): 3 clusters
  Score: Raw -959952.489619 + Penalty 2917.408425 = -957035.081194
  nChanged 168
		SP:Iteration 11Q (39249.860000 sec): 3 clusters
  Score: Raw -960042.053055 + Penalty 2917.408425 = -957124.644630
  nChanged 149
		SP:Iteration 12Q (39250.100000 sec): 3 clusters
  Score: Raw -960113.329032 + Penalty 2917.408425 = -957195.920607
  nChanged 122
		SP:Iteration 13Q (39250.220000 sec): 3 clusters
  Score: Raw -960163.851787 + Penalty 2917.408425 = -957246.443362
  nChanged 90
		SP:Iteration 14Q (39250.410000 sec): 3 clusters
  Score: Raw -960197.241766 + Penalty 2917.408425 = -957279.833341
  nChanged 76
		SP:Iteration 15Q (39250.660000 sec): 3 clusters
  Score: Raw -960225.694990 + Penalty 2917.408425 = -957308.286565
  nChanged 56
		SP:Iteration 16Q (39250.820000 sec): 3 clusters
  Score: Raw -960246.640821 + Penalty 2917.408425 = -957329.232397
  nChanged 56
		SP:Iteration 17Q (39251.040000 sec): 3 clusters
  Score: Raw -960264.476242 + Penalty 2917.408425 = -957347.067817
  nChanged 53
		SP:Iteration 18Q (39251.210000 sec): 3 clusters
  Score: Raw -960278.209232 + Penalty 2917.408425 = -957360.800808
  nChanged 42
		SP:Iteration 19Q (39251.360000 sec): 3 clusters
  Score: Raw -960289.513775 + Penalty 2917.408425 = -957372.105350
  nChanged 37
		SP:Iteration 20F (39251.600000 sec): 3 clusters
  Score: Raw -960301.509725 + Penalty 2917.408425 = -957384.101300
  nChanged 42
		SP:Iteration 21Q (39251.840000 sec): 3 clusters
  Score: Raw -960314.143429 + Penalty 2917.408425 = -957396.735004
  nChanged 40
		SP:Iteration 22Q (39252.010000 sec): 3 clusters
  Score: Raw -960327.571440 + Penalty 2917.408425 = -957410.163015
  nChanged 33
		SP:Iteration 23Q (39252.180000 sec): 3 clusters
  Score: Raw -960340.475399 + Penalty 2917.408425 = -957423.066974
  nChanged 27
		SP:Iteration 24Q (39252.340000 sec): 3 clusters
  Score: Raw -960349.058163 + Penalty 2917.408425 = -957431.649739
  nChanged 23
		SP:Iteration 25Q (39252.500000 sec): 3 clusters
  Score: Raw -960356.580652 + Penalty 2917.408425 = -957439.172228
  nChanged 15
		SP:Iteration 26Q (39252.730000 sec): 3 clusters
  Score: Raw -960362.722522 + Penalty 2917.408425 = -957445.314098
  nChanged 23
		SP:Iteration 27Q (39252.880000 sec): 3 clusters
  Score: Raw -960369.668102 + Penalty 2917.408425 = -957452.259677
  nChanged 21
		SP:Iteration 28Q (39253.040000 sec): 3 clusters
  Score: Raw -960375.824736 + Penalty 2917.408425 = -957458.416311
  nChanged 17
		SP:Iteration 29Q (39253.190000 sec): 3 clusters
  Score: Raw -960381.004432 + Penalty 2917.408425 = -957463.596008
  nChanged 10
		SP:Iteration 30Q (39253.370000 sec): 3 clusters
  Score: Raw -960385.018071 + Penalty 2917.408425 = -957467.609646
  nChanged 10
		SP:Iteration 31Q (39253.570000 sec): 3 clusters
  Score: Raw -960388.039662 + Penalty 2917.408425 = -957470.631237
  nChanged 6
		SP:Iteration 32Q (39253.730000 sec): 3 clusters
  Score: Raw -960389.486635 + Penalty 2917.408425 = -957472.078210
  nChanged 3
		SP:Iteration 33Q (39253.910000 sec): 3 clusters
  Score: Raw -960390.734553 + Penalty 2917.408425 = -957473.326128
  nChanged 7
		SP:Iteration 34Q (39254.120000 sec): 3 clusters
  Score: Raw -960392.887655 + Penalty 2917.408425 = -957475.479231
  nChanged 7
		SP:Iteration 35Q (39254.300000 sec): 3 clusters
  Score: Raw -960395.098450 + Penalty 2917.408425 = -957477.690026
  nChanged 15
		SP:Iteration 36Q (39254.530000 sec): 3 clusters
  Score: Raw -960400.306617 + Penalty 2917.408425 = -957482.898192
  nChanged 14
		SP:Iteration 37Q (39254.650000 sec): 3 clusters
  Score: Raw -960404.340699 + Penalty 2917.408425 = -957486.932274
  nChanged 11
		SP:Iteration 38Q (39254.850000 sec): 3 clusters
  Score: Raw -960407.626216 + Penalty 2917.408425 = -957490.217791
  nChanged 14
		SP:Iteration 39Q (39255.040000 sec): 3 clusters
  Score: Raw -960411.643304 + Penalty 2917.408425 = -957494.234879
  nChanged 15
		SP:Iteration 40F (39255.250000 sec): 3 clusters
  Score: Raw -960416.559778 + Penalty 2917.408425 = -957499.151353
  nChanged 19
		SP:Iteration 41Q (39255.440000 sec): 3 clusters
  Score: Raw -960423.144512 + Penalty 2917.408425 = -957505.736087
  nChanged 21
		SP:Iteration 42Q (39255.640000 sec): 3 clusters
  Score: Raw -960430.057212 + Penalty 2917.408425 = -957512.648787
  nChanged 26
		SP:Iteration 43Q (39255.850000 sec): 3 clusters
  Score: Raw -960439.118485 + Penalty 2917.408425 = -957521.710060
  nChanged 16
		SP:Iteration 44Q (39255.970000 sec): 3 clusters
  Score: Raw -960446.191412 + Penalty 2917.408425 = -957528.782987
  nChanged 29
		SP:Iteration 45Q (39256.150000 sec): 3 clusters
  Score: Raw -960455.565431 + Penalty 2917.408425 = -957538.157007
  nChanged 22
		SP:Iteration 46Q (39256.290000 sec): 3 clusters
  Score: Raw -960464.416220 + Penalty 2917.408425 = -957547.007795
  nChanged 34
		SP:Iteration 47Q (39256.480000 sec): 3 clusters
  Score: Raw -960481.847979 + Penalty 2917.408425 = -957564.439554
  nChanged 36
		SP:Iteration 48Q (39256.720000 sec): 3 clusters
  Score: Raw -960505.049723 + Penalty 2917.408425 = -957587.641299
  nChanged 44
		SP:Iteration 49Q (39256.900000 sec): 3 clusters
  Score: Raw -960533.574102 + Penalty 2917.408425 = -957616.165678
  nChanged 41
		SP:Iteration 50Q (39257.080000 sec): 3 clusters
  Score: Raw -960560.238888 + Penalty 2917.408425 = -957642.830464
  nChanged 43
		SP:Iteration 51Q (39257.210000 sec): 3 clusters
  Score: Raw -960593.127710 + Penalty 2917.408425 = -957675.719285
  nChanged 42
		SP:Iteration 52Q (39257.340000 sec): 3 clusters
  Score: Raw -960618.345217 + Penalty 2917.408425 = -957700.936792
  nChanged 45
		SP:Iteration 53Q (39257.470000 sec): 3 clusters
  Score: Raw -960640.238711 + Penalty 2917.408425 = -957722.830286
  nChanged 53
		SP:Iteration 54Q (39257.700000 sec): 3 clusters
  Score: Raw -960669.832563 + Penalty 2917.408425 = -957752.424138
  nChanged 50
		SP:Iteration 55Q (39257.900000 sec): 3 clusters
  Score: Raw -960704.964871 + Penalty 2917.408425 = -957787.556446
  nChanged 45
		SP:Iteration 56Q (39258.070000 sec): 3 clusters
  Score: Raw -960738.165194 + Penalty 2917.408425 = -957820.756769
  nChanged 38
		SP:Iteration 57Q (39258.170000 sec): 3 clusters
  Score: Raw -960768.777665 + Penalty 2917.408425 = -957851.369241
  nChanged 45
		SP:Iteration 58Q (39258.380000 sec): 3 clusters
  Score: Raw -960801.023027 + Penalty 2917.408425 = -957883.614603
  nChanged 50
		SP:Iteration 59Q (39258.620000 sec): 3 clusters
  Score: Raw -960827.616762 + Penalty 2917.408425 = -957910.208338
  nChanged 36
		SP:Iteration 60F (39258.820000 sec): 3 clusters
  Score: Raw -960842.888216 + Penalty 2917.408425 = -957925.479791
  nChanged 18
		SP:Iteration 61Q (39259.040000 sec): 3 clusters
  Score: Raw -960851.487671 + Penalty 2917.408425 = -957934.079246
  nChanged 18
		SP:Iteration 62Q (39259.220000 sec): 3 clusters
  Score: Raw -960860.766501 + Penalty 2917.408425 = -957943.358077
  nChanged 25
		SP:Iteration 63Q (39259.410000 sec): 3 clusters
  Score: Raw -960872.701717 + Penalty 2917.408425 = -957955.293293
  nChanged 22
		SP:Iteration 64Q (39259.580000 sec): 3 clusters
  Score: Raw -960881.421383 + Penalty 2917.408425 = -957964.012958
  nChanged 13
		SP:Iteration 65Q (39259.770000 sec): 3 clusters
  Score: Raw -960887.256759 + Penalty 2917.408425 = -957969.848334
  nChanged 8
		SP:Iteration 66Q (39259.920000 sec): 3 clusters
  Score: Raw -960890.227614 + Penalty 2917.408425 = -957972.819190
  nChanged 6
		SP:Iteration 67Q (39260.100000 sec): 3 clusters
  Score: Raw -960891.793351 + Penalty 2917.408425 = -957974.384926
  nChanged 7
		SP:Iteration 68Q (39260.310000 sec): 3 clusters
  Score: Raw -960893.544375 + Penalty 2917.408425 = -957976.135950
  nChanged 4
		SP:Iteration 69Q (39260.500000 sec): 3 clusters
  Score: Raw -960894.389029 + Penalty 2917.408425 = -957976.980605
  nChanged 1
		SP:Iteration 70Q (39260.680000 sec): 3 clusters
  Score: Raw -960894.664570 + Penalty 2917.408425 = -957977.256145
  nChanged 0
		SP:Iteration 71F (39260.850000 sec): 3 clusters
  Score: Raw -960894.664570 + Penalty 2917.408425 = -957977.256145
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 33 (1896 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (39260.930000 sec): 2 clusters
  Score: Raw -222422.181641 + Penalty 1226.469023 = -221195.712617
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (39261.020000 sec): 3 clusters
  Score: Raw -221619.213896 + Penalty 2452.938047 = -219166.275849
  nChanged 679
		SP:Iteration 1F (39261.160000 sec): 3 clusters
  Score: Raw -222067.458536 + Penalty 2452.938047 = -219614.520489
  nChanged 145
		SP:Iteration 2F (39261.300000 sec): 3 clusters
  Score: Raw -222185.563731 + Penalty 2452.938047 = -219732.625684
  nChanged 95
		SP:Iteration 3F (39261.440000 sec): 3 clusters
  Score: Raw -222263.024371 + Penalty 2452.938047 = -219810.086324
  nChanged 71
		SP:Iteration 4Q (39261.520000 sec): 3 clusters
  Score: Raw -222335.621226 + Penalty 2452.938047 = -219882.683179
  nChanged 80
		SP:Iteration 5Q (39261.640000 sec): 3 clusters
  Score: Raw -222416.357883 + Penalty 2452.938047 = -219963.419836
  nChanged 72
		SP:Iteration 6Q (39261.810000 sec): 3 clusters
  Score: Raw -222478.504688 + Penalty 2452.938047 = -220025.566641
  nChanged 62
		SP:Iteration 7Q (39261.980000 sec): 3 clusters
  Score: Raw -222538.589472 + Penalty 2452.938047 = -220085.651425
  nChanged 55
		SP:Iteration 8Q (39262.100000 sec): 3 clusters
  Score: Raw -222586.848060 + Penalty 2452.938047 = -220133.910013
  nChanged 45
		SP:Iteration 9Q (39262.220000 sec): 3 clusters
  Score: Raw -222620.730487 + Penalty 2452.938047 = -220167.792440
  nChanged 51
		SP:Iteration 10Q (39262.370000 sec): 3 clusters
  Score: Raw -222660.873121 + Penalty 2452.938047 = -220207.935074
  nChanged 40
		SP:Iteration 11Q (39262.460000 sec): 3 clusters
  Score: Raw -222690.707314 + Penalty 2452.938047 = -220237.769267
  nChanged 31
		SP:Iteration 12Q (39262.600000 sec): 3 clusters
  Score: Raw -222713.671037 + Penalty 2452.938047 = -220260.732990
  nChanged 25
		SP:Iteration 13Q (39262.690000 sec): 3 clusters
  Score: Raw -222733.083085 + Penalty 2452.938047 = -220280.145039
  nChanged 19
		SP:Iteration 14Q (39262.790000 sec): 3 clusters
  Score: Raw -222745.855998 + Penalty 2452.938047 = -220292.917951
  nChanged 16
		SP:Iteration 15Q (39262.930000 sec): 3 clusters
  Score: Raw -222755.469678 + Penalty 2452.938047 = -220302.531631
  nChanged 20
		SP:Iteration 16Q (39263.030000 sec): 3 clusters
  Score: Raw -222766.855032 + Penalty 2452.938047 = -220313.916985
  nChanged 12
		SP:Iteration 17Q (39263.160000 sec): 3 clusters
  Score: Raw -222774.680646 + Penalty 2452.938047 = -220321.742599
  nChanged 9
		SP:Iteration 18Q (39263.300000 sec): 3 clusters
  Score: Raw -222780.898284 + Penalty 2452.938047 = -220327.960237
  nChanged 8
		SP:Iteration 19Q (39263.430000 sec): 3 clusters
  Score: Raw -222784.802271 + Penalty 2452.938047 = -220331.864224
  nChanged 9
		SP:Iteration 20F (39263.570000 sec): 3 clusters
  Score: Raw -222790.237485 + Penalty 2452.938047 = -220337.299438
  nChanged 13
		SP:Iteration 21Q (39263.690000 sec): 3 clusters
  Score: Raw -222795.774674 + Penalty 2452.938047 = -220342.836627
  nChanged 7
		SP:Iteration 22Q (39263.810000 sec): 3 clusters
  Score: Raw -222798.943441 + Penalty 2452.938047 = -220346.005394
  nChanged 9
		SP:Iteration 23Q (39263.930000 sec): 3 clusters
  Score: Raw -222803.500560 + Penalty 2452.938047 = -220350.562513
  nChanged 7
		SP:Iteration 24Q (39264.050000 sec): 3 clusters
  Score: Raw -222806.022604 + Penalty 2452.938047 = -220353.084557
  nChanged 4
		SP:Iteration 25Q (39264.190000 sec): 3 clusters
  Score: Raw -222808.123058 + Penalty 2452.938047 = -220355.185011
  nChanged 7
		SP:Iteration 26Q (39264.330000 sec): 3 clusters
  Score: Raw -222810.892095 + Penalty 2452.938047 = -220357.954048
  nChanged 5
		SP:Iteration 27Q (39264.460000 sec): 3 clusters
  Score: Raw -222812.555674 + Penalty 2452.938047 = -220359.617627
  nChanged 4
		SP:Iteration 28Q (39264.580000 sec): 3 clusters
  Score: Raw -222814.574067 + Penalty 2452.938047 = -220361.636020
  nChanged 4
		SP:Iteration 29Q (39264.680000 sec): 3 clusters
  Score: Raw -222816.929330 + Penalty 2452.938047 = -220363.991283
  nChanged 5
		SP:Iteration 30Q (39264.820000 sec): 3 clusters
  Score: Raw -222821.474240 + Penalty 2452.938047 = -220368.536193
  nChanged 5
		SP:Iteration 31Q (39264.960000 sec): 3 clusters
  Score: Raw -222824.686456 + Penalty 2452.938047 = -220371.748409
  nChanged 7
		SP:Iteration 32Q (39265.110000 sec): 3 clusters
  Score: Raw -222828.725236 + Penalty 2452.938047 = -220375.787189
  nChanged 3
		SP:Iteration 33Q (39265.270000 sec): 3 clusters
  Score: Raw -222831.073979 + Penalty 2452.938047 = -220378.135932
  nChanged 4
		SP:Iteration 34Q (39265.440000 sec): 3 clusters
  Score: Raw -222833.452663 + Penalty 2452.938047 = -220380.514616
  nChanged 4
		SP:Iteration 35Q (39265.600000 sec): 3 clusters
  Score: Raw -222836.266315 + Penalty 2452.938047 = -220383.328268
  nChanged 2
		SP:Iteration 36Q (39265.740000 sec): 3 clusters
  Score: Raw -222837.075327 + Penalty 2452.938047 = -220384.137280
  nChanged 1
		SP:Iteration 37Q (39265.920000 sec): 3 clusters
  Score: Raw -222837.698062 + Penalty 2452.938047 = -220384.760015
  nChanged 1
		SP:Iteration 38Q (39266.050000 sec): 3 clusters
  Score: Raw -222837.792784 + Penalty 2452.938047 = -220384.854738
  nChanged 0
		SP:Iteration 39F (39266.180000 sec): 3 clusters
  Score: Raw -222837.792784 + Penalty 2452.938047 = -220384.854738
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 34 (18680 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (39266.300000 sec): 2 clusters
  Score: Raw -2256960.953211 + Penalty 1598.221416 = -2255362.731795
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (39266.570000 sec): 3 clusters
  Score: Raw -2245851.217590 + Penalty 3196.442831 = -2242654.774758
  nChanged 8326
		SP:Iteration 1F (39266.840000 sec): 3 clusters
  Score: Raw -2250529.346156 + Penalty 3196.442831 = -2247332.903325
  nChanged 1009
		SP:Iteration 2F (39267.020000 sec): 3 clusters
  Score: Raw -2251034.474777 + Penalty 3196.442831 = -2247838.031946
  nChanged 996
		SP:Iteration 3F (39267.290000 sec): 3 clusters
  Score: Raw -2251607.054210 + Penalty 3196.442831 = -2248410.611379
  nChanged 1083
		SP:Iteration 4F (39267.560000 sec): 3 clusters
  Score: Raw -2252348.825388 + Penalty 3196.442831 = -2249152.382557
  nChanged 1135
		SP:Iteration 5F (39267.800000 sec): 3 clusters
  Score: Raw -2253072.541051 + Penalty 3196.442831 = -2249876.098220
  nChanged 1059
		SP:Iteration 6F (39268.100000 sec): 3 clusters
  Score: Raw -2253673.907889 + Penalty 3196.442831 = -2250477.465057
  nChanged 899
		SP:Iteration 7Q (39268.320000 sec): 3 clusters
  Score: Raw -2254172.945101 + Penalty 3196.442831 = -2250976.502269
  nChanged 819
		SP:Iteration 8Q (39268.600000 sec): 3 clusters
  Score: Raw -2254586.767445 + Penalty 3196.442831 = -2251390.324614
  nChanged 682
		SP:Iteration 9Q (39268.830000 sec): 3 clusters
  Score: Raw -2254934.139914 + Penalty 3196.442831 = -2251737.697083
  nChanged 589
		SP:Iteration 10Q (39269.100000 sec): 3 clusters
  Score: Raw -2255182.544899 + Penalty 3196.442831 = -2251986.102068
  nChanged 441
		SP:Iteration 11Q (39269.320000 sec): 3 clusters
  Score: Raw -2255351.287510 + Penalty 3196.442831 = -2252154.844679
  nChanged 373
		SP:Iteration 12Q (39269.540000 sec): 3 clusters
  Score: Raw -2255486.756696 + Penalty 3196.442831 = -2252290.313865
  nChanged 342
		SP:Iteration 13Q (39269.850000 sec): 3 clusters
  Score: Raw -2255607.293130 + Penalty 3196.442831 = -2252410.850299
  nChanged 310
		SP:Iteration 14Q (39270.110000 sec): 3 clusters
  Score: Raw -2255712.482051 + Penalty 3196.442831 = -2252516.039220
  nChanged 298
		SP:Iteration 15Q (39270.400000 sec): 3 clusters
  Score: Raw -2255806.076339 + Penalty 3196.442831 = -2252609.633507
  nChanged 277
		SP:Iteration 16Q (39270.660000 sec): 3 clusters
  Score: Raw -2255900.002111 + Penalty 3196.442831 = -2252703.559280
  nChanged 295
		SP:Iteration 17Q (39270.910000 sec): 3 clusters
  Score: Raw -2256004.376511 + Penalty 3196.442831 = -2252807.933679
  nChanged 283
		SP:Iteration 18Q (39271.140000 sec): 3 clusters
  Score: Raw -2256114.931470 + Penalty 3196.442831 = -2252918.488639
  nChanged 302
		SP:Iteration 19Q (39271.400000 sec): 3 clusters
  Score: Raw -2256240.508428 + Penalty 3196.442831 = -2253044.065596
  nChanged 315
		SP:Iteration 20F (39271.690000 sec): 3 clusters
  Score: Raw -2256371.812808 + Penalty 3196.442831 = -2253175.369977
  nChanged 306
		SP:Iteration 21Q (39271.910000 sec): 3 clusters
  Score: Raw -2256511.019956 + Penalty 3196.442831 = -2253314.577125
  nChanged 297
		SP:Iteration 22Q (39272.180000 sec): 3 clusters
  Score: Raw -2256643.598488 + Penalty 3196.442831 = -2253447.155657
  nChanged 275
		SP:Iteration 23Q (39272.470000 sec): 3 clusters
  Score: Raw -2256771.856086 + Penalty 3196.442831 = -2253575.413255
  nChanged 263
		SP:Iteration 24Q (39272.670000 sec): 3 clusters
  Score: Raw -2256908.085558 + Penalty 3196.442831 = -2253711.642727
  nChanged 262
		SP:Iteration 25Q (39272.920000 sec): 3 clusters
  Score: Raw -2257050.874161 + Penalty 3196.442831 = -2253854.431330
  nChanged 254
		SP:Iteration 26Q (39273.160000 sec): 3 clusters
  Score: Raw -2257196.415237 + Penalty 3196.442831 = -2253999.972406
  nChanged 222
		SP:Iteration 27Q (39273.400000 sec): 3 clusters
  Score: Raw -2257321.312694 + Penalty 3196.442831 = -2254124.869863
  nChanged 209
		SP:Iteration 28Q (39273.680000 sec): 3 clusters
  Score: Raw -2257454.999921 + Penalty 3196.442831 = -2254258.557090
  nChanged 163
		SP:Iteration 29Q (39273.880000 sec): 3 clusters
  Score: Raw -2257561.324631 + Penalty 3196.442831 = -2254364.881800
  nChanged 120
		SP:Iteration 30Q (39274.100000 sec): 3 clusters
  Score: Raw -2257633.356072 + Penalty 3196.442831 = -2254436.913241
  nChanged 100
		SP:Iteration 31Q (39274.370000 sec): 3 clusters
  Score: Raw -2257697.887043 + Penalty 3196.442831 = -2254501.444212
  nChanged 71
		SP:Iteration 32Q (39274.600000 sec): 3 clusters
  Score: Raw -2257744.983511 + Penalty 3196.442831 = -2254548.540679
  nChanged 69
		SP:Iteration 33Q (39274.850000 sec): 3 clusters
  Score: Raw -2257797.948311 + Penalty 3196.442831 = -2254601.505480
  nChanged 67
		SP:Iteration 34Q (39275.090000 sec): 3 clusters
  Score: Raw -2257848.540435 + Penalty 3196.442831 = -2254652.097604
  nChanged 46
		SP:Iteration 35Q (39275.300000 sec): 3 clusters
  Score: Raw -2257880.220661 + Penalty 3196.442831 = -2254683.777830
  nChanged 41
		SP:Iteration 36Q (39275.550000 sec): 3 clusters
  Score: Raw -2257909.187950 + Penalty 3196.442831 = -2254712.745118
  nChanged 31
		SP:Iteration 37Q (39275.780000 sec): 3 clusters
  Score: Raw -2257932.257670 + Penalty 3196.442831 = -2254735.814839
  nChanged 26
		SP:Iteration 38Q (39276.080000 sec): 3 clusters
  Score: Raw -2257949.478843 + Penalty 3196.442831 = -2254753.036011
  nChanged 30
		SP:Iteration 39Q (39276.330000 sec): 3 clusters
  Score: Raw -2257973.035376 + Penalty 3196.442831 = -2254776.592544
  nChanged 29
		SP:Iteration 40F (39276.650000 sec): 3 clusters
  Score: Raw -2257996.720190 + Penalty 3196.442831 = -2254800.277359
  nChanged 25
		SP:Iteration 41Q (39276.910000 sec): 3 clusters
  Score: Raw -2258021.244696 + Penalty 3196.442831 = -2254824.801865
  nChanged 21
		SP:Iteration 42Q (39277.140000 sec): 3 clusters
  Score: Raw -2258044.784402 + Penalty 3196.442831 = -2254848.341571
  nChanged 15
		SP:Iteration 43Q (39277.390000 sec): 3 clusters
  Score: Raw -2258055.771606 + Penalty 3196.442831 = -2254859.328775
  nChanged 10
		SP:Iteration 44Q (39277.650000 sec): 3 clusters
  Score: Raw -2258065.417388 + Penalty 3196.442831 = -2254868.974557
  nChanged 12
		SP:Iteration 45Q (39277.910000 sec): 3 clusters
  Score: Raw -2258077.120895 + Penalty 3196.442831 = -2254880.678064
  nChanged 14
		SP:Iteration 46Q (39278.120000 sec): 3 clusters
  Score: Raw -2258089.779702 + Penalty 3196.442831 = -2254893.336870
  nChanged 10
		SP:Iteration 47Q (39278.410000 sec): 3 clusters
  Score: Raw -2258097.819702 + Penalty 3196.442831 = -2254901.376871
  nChanged 10
		SP:Iteration 48Q (39278.720000 sec): 3 clusters
  Score: Raw -2258106.392821 + Penalty 3196.442831 = -2254909.949989
  nChanged 10
		SP:Iteration 49Q (39279.000000 sec): 3 clusters
  Score: Raw -2258119.265018 + Penalty 3196.442831 = -2254922.822186
  nChanged 11
		SP:Iteration 50Q (39279.230000 sec): 3 clusters
  Score: Raw -2258130.123933 + Penalty 3196.442831 = -2254933.681101
  nChanged 5
		SP:Iteration 51Q (39279.480000 sec): 3 clusters
  Score: Raw -2258133.505507 + Penalty 3196.442831 = -2254937.062675
  nChanged 2
		SP:Iteration 52Q (39279.700000 sec): 3 clusters
  Score: Raw -2258134.614187 + Penalty 3196.442831 = -2254938.171356
  nChanged 4
		SP:Iteration 53Q (39279.950000 sec): 3 clusters
  Score: Raw -2258138.946408 + Penalty 3196.442831 = -2254942.503577
  nChanged 3
		SP:Iteration 54Q (39280.230000 sec): 3 clusters
  Score: Raw -2258140.656026 + Penalty 3196.442831 = -2254944.213195
  nChanged 4
		SP:Iteration 55Q (39280.540000 sec): 3 clusters
  Score: Raw -2258144.391961 + Penalty 3196.442831 = -2254947.949130
  nChanged 5
		SP:Iteration 56Q (39280.850000 sec): 3 clusters
  Score: Raw -2258147.711638 + Penalty 3196.442831 = -2254951.268806
  nChanged 2
		SP:Iteration 57Q (39281.080000 sec): 3 clusters
  Score: Raw -2258151.018136 + Penalty 3196.442831 = -2254954.575305
  nChanged 6
		SP:Iteration 58Q (39281.350000 sec): 3 clusters
  Score: Raw -2258156.780588 + Penalty 3196.442831 = -2254960.337757
  nChanged 5
		SP:Iteration 59Q (39281.650000 sec): 3 clusters
  Score: Raw -2258160.350250 + Penalty 3196.442831 = -2254963.907418
  nChanged 3
		SP:Iteration 60F (39281.870000 sec): 3 clusters
  Score: Raw -2258161.762091 + Penalty 3196.442831 = -2254965.319259
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 35 (1165 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (39282.010000 sec): 2 clusters
  Score: Raw -138230.862594 + Penalty 1147.327409 = -137083.535184
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (39282.130000 sec): 3 clusters
  Score: Raw -137834.465912 + Penalty 2294.654819 = -135539.811093
  nChanged 373
		SP:Iteration 1F (39282.230000 sec): 3 clusters
  Score: Raw -138191.611249 + Penalty 2294.654819 = -135896.956430
  nChanged 89
		SP:Iteration 2F (39282.360000 sec): 3 clusters
  Score: Raw -138300.831192 + Penalty 2294.654819 = -136006.176373
  nChanged 71
		SP:Iteration 3F (39282.500000 sec): 3 clusters
  Score: Raw -138381.235986 + Penalty 2294.654819 = -136086.581167
  nChanged 55
		SP:Iteration 4Q (39282.640000 sec): 3 clusters
  Score: Raw -138463.956808 + Penalty 2294.654819 = -136169.301989
  nChanged 52
		SP:Iteration 5Q (39282.790000 sec): 3 clusters
  Score: Raw -138530.930457 + Penalty 2294.654819 = -136236.275638
  nChanged 42
		SP:Iteration 6Q (39282.930000 sec): 3 clusters
  Score: Raw -138581.276436 + Penalty 2294.654819 = -136286.621617
  nChanged 24
		SP:Iteration 7Q (39283.090000 sec): 3 clusters
  Score: Raw -138614.241410 + Penalty 2294.654819 = -136319.586591
  nChanged 17
		SP:Iteration 8Q (39283.270000 sec): 3 clusters
  Score: Raw -138630.455862 + Penalty 2294.654819 = -136335.801043
  nChanged 14
		SP:Iteration 9Q (39283.420000 sec): 3 clusters
  Score: Raw -138643.590995 + Penalty 2294.654819 = -136348.936176
  nChanged 18
		SP:Iteration 10Q (39283.630000 sec): 3 clusters
  Score: Raw -138661.136503 + Penalty 2294.654819 = -136366.481684
  nChanged 12
		SP:Iteration 11Q (39283.740000 sec): 3 clusters
  Score: Raw -138672.183506 + Penalty 2294.654819 = -136377.528687
  nChanged 15
		SP:Iteration 12Q (39283.900000 sec): 3 clusters
  Score: Raw -138689.886071 + Penalty 2294.654819 = -136395.231253
  nChanged 15
		SP:Iteration 13Q (39284.060000 sec): 3 clusters
  Score: Raw -138703.800247 + Penalty 2294.654819 = -136409.145428
  nChanged 12
		SP:Iteration 14Q (39284.220000 sec): 3 clusters
  Score: Raw -138714.640550 + Penalty 2294.654819 = -136419.985731
  nChanged 6
		SP:Iteration 15Q (39284.380000 sec): 3 clusters
  Score: Raw -138719.878020 + Penalty 2294.654819 = -136425.223201
  nChanged 4
		SP:Iteration 16Q (39284.560000 sec): 3 clusters
  Score: Raw -138723.550894 + Penalty 2294.654819 = -136428.896075
  nChanged 1
		SP:Iteration 17Q (39284.730000 sec): 3 clusters
  Score: Raw -138725.008356 + Penalty 2294.654819 = -136430.353537
  nChanged 2
		SP:Iteration 18Q (39284.840000 sec): 3 clusters
  Score: Raw -138726.502970 + Penalty 2294.654819 = -136431.848151
  nChanged 2
		SP:Iteration 19Q (39284.990000 sec): 3 clusters
  Score: Raw -138730.540035 + Penalty 2294.654819 = -136435.885216
  nChanged 3
		SP:Iteration 20F (39285.160000 sec): 3 clusters
  Score: Raw -138734.068611 + Penalty 2294.654819 = -136439.413792
  nChanged 2
		SP:Iteration 21Q (39285.320000 sec): 3 clusters
  Score: Raw -138735.214323 + Penalty 2294.654819 = -136440.559504
  nChanged 0
		SP:Iteration 22F (39285.480000 sec): 3 clusters
  Score: Raw -138735.214323 + Penalty 2294.654819 = -136440.559504
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 36 (692 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (39285.560000 sec): 2 clusters
  Score: Raw -81616.610141 + Penalty 1062.682718 = -80553.927423
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (39285.710000 sec): 3 clusters
  Score: Raw -81420.352717 + Penalty 2125.365436 = -79294.987281
  nChanged 196
		SP:Iteration 1F (39285.880000 sec): 3 clusters
  Score: Raw -81623.428624 + Penalty 2125.365436 = -79498.063189
  nChanged 53
		SP:Iteration 2F (39285.970000 sec): 3 clusters
  Score: Raw -81689.564522 + Penalty 2125.365436 = -79564.199087
  nChanged 30
		SP:Iteration 3Q (39286.100000 sec): 3 clusters
  Score: Raw -81724.792814 + Penalty 2125.365436 = -79599.427378
  nChanged 21
		SP:Iteration 4Q (39286.230000 sec): 3 clusters
  Score: Raw -81753.035616 + Penalty 2125.365436 = -79627.670180
  nChanged 13
		SP:Iteration 5Q (39286.370000 sec): 3 clusters
  Score: Raw -81775.879939 + Penalty 2125.365436 = -79650.514503
  nChanged 8
		SP:Iteration 6Q (39286.510000 sec): 3 clusters
  Score: Raw -81790.368388 + Penalty 2125.365436 = -79665.002952
  nChanged 10
		SP:Iteration 7Q (39286.660000 sec): 3 clusters
  Score: Raw -81810.695758 + Penalty 2125.365436 = -79685.330322
  nChanged 14
		SP:Iteration 8Q (39286.800000 sec): 3 clusters
  Score: Raw -81836.553464 + Penalty 2125.365436 = -79711.188029
  nChanged 13
		SP:Iteration 9Q (39286.970000 sec): 3 clusters
  Score: Raw -81861.938996 + Penalty 2125.365436 = -79736.573561
  nChanged 16
		SP:Iteration 10Q (39287.120000 sec): 3 clusters
  Score: Raw -81883.503544 + Penalty 2125.365436 = -79758.138108
  nChanged 8
		SP:Iteration 11Q (39287.300000 sec): 3 clusters
  Score: Raw -81896.014065 + Penalty 2125.365436 = -79770.648629
  nChanged 6
		SP:Iteration 12Q (39287.410000 sec): 3 clusters
  Score: Raw -81901.947527 + Penalty 2125.365436 = -79776.582092
  nChanged 3
		SP:Iteration 13Q (39287.570000 sec): 3 clusters
  Score: Raw -81908.088698 + Penalty 2125.365436 = -79782.723263
  nChanged 7
		SP:Iteration 14Q (39287.710000 sec): 3 clusters
  Score: Raw -81916.577723 + Penalty 2125.365436 = -79791.212288
  nChanged 2
		SP:Iteration 15Q (39287.890000 sec): 3 clusters
  Score: Raw -81921.139194 + Penalty 2125.365436 = -79795.773758
  nChanged 4
		SP:Iteration 16Q (39288.030000 sec): 3 clusters
  Score: Raw -81925.922470 + Penalty 2125.365436 = -79800.557034
  nChanged 5
		SP:Iteration 17Q (39288.170000 sec): 3 clusters
  Score: Raw -81933.953351 + Penalty 2125.365436 = -79808.587915
  nChanged 3
		SP:Iteration 18Q (39288.310000 sec): 3 clusters
  Score: Raw -81942.171854 + Penalty 2125.365436 = -79816.806419
  nChanged 6
		SP:Iteration 19Q (39288.460000 sec): 3 clusters
  Score: Raw -81960.549079 + Penalty 2125.365436 = -79835.183644
  nChanged 5
		SP:Iteration 20F (39288.610000 sec): 3 clusters
  Score: Raw -81971.235096 + Penalty 2125.365436 = -79845.869660
  nChanged 4
		SP:Iteration 21Q (39288.750000 sec): 3 clusters
  Score: Raw -81976.477084 + Penalty 2125.365436 = -79851.111648
  nChanged 1
		SP:Iteration 22Q (39288.910000 sec): 3 clusters
  Score: Raw -81977.227443 + Penalty 2125.365436 = -79851.862008
  nChanged 1
		SP:Iteration 23Q (39289.070000 sec): 3 clusters
  Score: Raw -81978.285766 + Penalty 2125.365436 = -79852.920330
  nChanged 0
		SP:Iteration 24F (39289.230000 sec): 3 clusters
  Score: Raw -81978.285766 + Penalty 2125.365436 = -79852.920330
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 37 (1853 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (39289.310000 sec): 2 clusters
  Score: Raw -237771.075925 + Penalty 1222.741199 = -236548.334726
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (39289.470000 sec): 3 clusters
  Score: Raw -237026.279222 + Penalty 2445.482399 = -234580.796824
  nChanged 646
		SP:Iteration 1F (39289.650000 sec): 3 clusters
  Score: Raw -237511.083700 + Penalty 2445.482399 = -235065.601301
  nChanged 166
		SP:Iteration 2F (39289.790000 sec): 3 clusters
  Score: Raw -237665.862437 + Penalty 2445.482399 = -235220.380039
  nChanged 111
		SP:Iteration 3F (39289.910000 sec): 3 clusters
  Score: Raw -237794.403899 + Penalty 2445.482399 = -235348.921501
  nChanged 116
		SP:Iteration 4F (39290.060000 sec): 3 clusters
  Score: Raw -237926.355918 + Penalty 2445.482399 = -235480.873519
  nChanged 84
		SP:Iteration 5Q (39290.210000 sec): 3 clusters
  Score: Raw -238010.274340 + Penalty 2445.482399 = -235564.791941
  nChanged 61
		SP:Iteration 6Q (39290.370000 sec): 3 clusters
  Score: Raw -238057.287486 + Penalty 2445.482399 = -235611.805088
  nChanged 40
		SP:Iteration 7Q (39290.530000 sec): 3 clusters
  Score: Raw -238087.406413 + Penalty 2445.482399 = -235641.924014
  nChanged 37
		SP:Iteration 8Q (39290.700000 sec): 3 clusters
  Score: Raw -238119.657248 + Penalty 2445.482399 = -235674.174849
  nChanged 28
		SP:Iteration 9Q (39290.860000 sec): 3 clusters
  Score: Raw -238137.414622 + Penalty 2445.482399 = -235691.932224
  nChanged 14
		SP:Iteration 10Q (39291.030000 sec): 3 clusters
  Score: Raw -238146.091540 + Penalty 2445.482399 = -235700.609141
  nChanged 13
		SP:Iteration 11Q (39291.210000 sec): 3 clusters
  Score: Raw -238156.580501 + Penalty 2445.482399 = -235711.098102
  nChanged 12
		SP:Iteration 12Q (39291.370000 sec): 3 clusters
  Score: Raw -238168.480977 + Penalty 2445.482399 = -235722.998578
  nChanged 15
		SP:Iteration 13Q (39291.470000 sec): 3 clusters
  Score: Raw -238180.067982 + Penalty 2445.482399 = -235734.585583
  nChanged 12
		SP:Iteration 14Q (39291.600000 sec): 3 clusters
  Score: Raw -238190.148633 + Penalty 2445.482399 = -235744.666234
  nChanged 11
		SP:Iteration 15Q (39291.730000 sec): 3 clusters
  Score: Raw -238198.301123 + Penalty 2445.482399 = -235752.818725
  nChanged 13
		SP:Iteration 16Q (39291.850000 sec): 3 clusters
  Score: Raw -238205.775178 + Penalty 2445.482399 = -235760.292779
  nChanged 7
		SP:Iteration 17Q (39291.980000 sec): 3 clusters
  Score: Raw -238208.608041 + Penalty 2445.482399 = -235763.125642
  nChanged 7
		SP:Iteration 18Q (39292.110000 sec): 3 clusters
  Score: Raw -238211.842146 + Penalty 2445.482399 = -235766.359747
  nChanged 2
		SP:Iteration 19Q (39292.290000 sec): 3 clusters
  Score: Raw -238212.549350 + Penalty 2445.482399 = -235767.066951
  nChanged 0
		SP:Iteration 20F (39292.440000 sec): 3 clusters
  Score: Raw -238212.549350 + Penalty 2445.482399 = -235767.066951
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 38 (240 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (39292.550000 sec): 2 clusters
  Score: Raw -22724.810688 + Penalty 890.603825 = -21834.206863
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (39292.670000 sec): 3 clusters
  Score: Raw -22844.639705 + Penalty 1781.207650 = -21063.432055
  nChanged 47
		SP:Iteration 1F (39292.800000 sec): 3 clusters
  Score: Raw -23047.101055 + Penalty 1781.207650 = -21265.893405
  nChanged 16
		SP:Iteration 2F (39292.930000 sec): 3 clusters
  Score: Raw -23137.666890 + Penalty 1781.207650 = -21356.459240
  nChanged 10
		SP:Iteration 3Q (39293.060000 sec): 3 clusters
  Score: Raw -23229.460586 + Penalty 1781.207650 = -21448.252936
  nChanged 10
		SP:Iteration 4Q (39293.200000 sec): 3 clusters
  Score: Raw -23297.014536 + Penalty 1781.207650 = -21515.806886
  nChanged 6
		SP:Iteration 5Q (39293.350000 sec): 3 clusters
  Score: Raw -23341.627672 + Penalty 1781.207650 = -21560.420022
  nChanged 3
		SP:Iteration 6Q (39293.460000 sec): 3 clusters
  Score: Raw -23352.953114 + Penalty 1781.207650 = -21571.745464
  nChanged 2
		SP:Iteration 7Q (39293.590000 sec): 3 clusters
  Score: Raw -23365.128724 + Penalty 1781.207650 = -21583.921073
  nChanged 3
		SP:Iteration 8Q (39293.730000 sec): 3 clusters
  Score: Raw -23372.635577 + Penalty 1781.207650 = -21591.427927
  nChanged 1
		SP:Iteration 9Q (39293.870000 sec): 3 clusters
  Score: Raw -23386.496646 + Penalty 1781.207650 = -21605.288996
  nChanged 1
		SP:Iteration 10Q (39294.020000 sec): 3 clusters
  Score: Raw -23398.622349 + Penalty 1781.207650 = -21617.414699
  nChanged 0
		SP:Iteration 11F (39294.160000 sec): 3 clusters
  Score: Raw -23398.622349 + Penalty 1781.207650 = -21617.414699
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 39 (8896 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (39294.280000 sec): 2 clusters
  Score: Raw -1021356.198823 + Penalty 1477.670515 = -1019878.528308
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (39294.480000 sec): 3 clusters
  Score: Raw -1016389.350355 + Penalty 2955.341030 = -1013434.009324
  nChanged 3825
		SP:Iteration 1F (39294.650000 sec): 3 clusters
  Score: Raw -1018390.729465 + Penalty 2955.341030 = -1015435.388434
  nChanged 540
		SP:Iteration 2F (39294.810000 sec): 3 clusters
  Score: Raw -1018647.339510 + Penalty 2955.341030 = -1015691.998480
  nChanged 495
		SP:Iteration 3F (39294.990000 sec): 3 clusters
  Score: Raw -1018926.686791 + Penalty 2955.341030 = -1015971.345761
  nChanged 484
		SP:Iteration 4F (39295.200000 sec): 3 clusters
  Score: Raw -1019249.440264 + Penalty 2955.341030 = -1016294.099234
  nChanged 494
		SP:Iteration 5F (39295.420000 sec): 3 clusters
  Score: Raw -1019600.292551 + Penalty 2955.341030 = -1016644.951521
  nChanged 502
		SP:Iteration 6F (39295.590000 sec): 3 clusters
  Score: Raw -1019945.796371 + Penalty 2955.341030 = -1016990.455341
  nChanged 456
		SP:Iteration 7F (39295.830000 sec): 3 clusters
  Score: Raw -1020265.692668 + Penalty 2955.341030 = -1017310.351637
  nChanged 395
		SP:Iteration 8Q (39296.030000 sec): 3 clusters
  Score: Raw -1020536.000325 + Penalty 2955.341030 = -1017580.659295
  nChanged 338
		SP:Iteration 9Q (39296.190000 sec): 3 clusters
  Score: Raw -1020773.851184 + Penalty 2955.341030 = -1017818.510153
  nChanged 293
		SP:Iteration 10Q (39296.360000 sec): 3 clusters
  Score: Raw -1020989.065728 + Penalty 2955.341030 = -1018033.724698
  nChanged 307
		SP:Iteration 11Q (39296.550000 sec): 3 clusters
  Score: Raw -1021209.907562 + Penalty 2955.341030 = -1018254.566531
  nChanged 259
		SP:Iteration 12Q (39296.710000 sec): 3 clusters
  Score: Raw -1021383.542338 + Penalty 2955.341030 = -1018428.201308
  nChanged 209
		SP:Iteration 13Q (39296.970000 sec): 3 clusters
  Score: Raw -1021526.159021 + Penalty 2955.341030 = -1018570.817990
  nChanged 176
		SP:Iteration 14Q (39297.130000 sec): 3 clusters
  Score: Raw -1021629.120560 + Penalty 2955.341030 = -1018673.779530
  nChanged 172
		SP:Iteration 15Q (39297.340000 sec): 3 clusters
  Score: Raw -1021720.762704 + Penalty 2955.341030 = -1018765.421674
  nChanged 131
		SP:Iteration 16Q (39297.590000 sec): 3 clusters
  Score: Raw -1021788.414218 + Penalty 2955.341030 = -1018833.073188
  nChanged 115
		SP:Iteration 17Q (39297.780000 sec): 3 clusters
  Score: Raw -1021844.640368 + Penalty 2955.341030 = -1018889.299338
  nChanged 107
		SP:Iteration 18Q (39298.010000 sec): 3 clusters
  Score: Raw -1021884.413088 + Penalty 2955.341030 = -1018929.072058
  nChanged 69
		SP:Iteration 19Q (39298.190000 sec): 3 clusters
  Score: Raw -1021911.938868 + Penalty 2955.341030 = -1018956.597838
  nChanged 70
		SP:Iteration 20F (39298.430000 sec): 3 clusters
  Score: Raw -1021936.921104 + Penalty 2955.341030 = -1018981.580074
  nChanged 58
		SP:Iteration 21Q (39298.610000 sec): 3 clusters
  Score: Raw -1021957.042785 + Penalty 2955.341030 = -1019001.701755
  nChanged 52
		SP:Iteration 22Q (39298.810000 sec): 3 clusters
  Score: Raw -1021973.364479 + Penalty 2955.341030 = -1019018.023448
  nChanged 56
		SP:Iteration 23Q (39299.050000 sec): 3 clusters
  Score: Raw -1021990.192825 + Penalty 2955.341030 = -1019034.851795
  nChanged 50
		SP:Iteration 24Q (39299.240000 sec): 3 clusters
  Score: Raw -1022005.179523 + Penalty 2955.341030 = -1019049.838493
  nChanged 46
		SP:Iteration 25Q (39299.410000 sec): 3 clusters
  Score: Raw -1022017.887661 + Penalty 2955.341030 = -1019062.546630
  nChanged 37
		SP:Iteration 26Q (39299.590000 sec): 3 clusters
  Score: Raw -1022027.463775 + Penalty 2955.341030 = -1019072.122744
  nChanged 41
		SP:Iteration 27Q (39299.770000 sec): 3 clusters
  Score: Raw -1022041.291265 + Penalty 2955.341030 = -1019085.950234
  nChanged 52
		SP:Iteration 28Q (39299.940000 sec): 3 clusters
  Score: Raw -1022062.861362 + Penalty 2955.341030 = -1019107.520332
  nChanged 51
		SP:Iteration 29Q (39300.150000 sec): 3 clusters
  Score: Raw -1022085.286938 + Penalty 2955.341030 = -1019129.945908
  nChanged 56
		SP:Iteration 30Q (39300.390000 sec): 3 clusters
  Score: Raw -1022106.281377 + Penalty 2955.341030 = -1019150.940347
  nChanged 50
		SP:Iteration 31Q (39300.560000 sec): 3 clusters
  Score: Raw -1022129.001578 + Penalty 2955.341030 = -1019173.660548
  nChanged 56
		SP:Iteration 32Q (39300.740000 sec): 3 clusters
  Score: Raw -1022158.237813 + Penalty 2955.341030 = -1019202.896783
  nChanged 62
		SP:Iteration 33Q (39300.990000 sec): 3 clusters
  Score: Raw -1022194.543919 + Penalty 2955.341030 = -1019239.202889
  nChanged 62
		SP:Iteration 34Q (39301.120000 sec): 3 clusters
  Score: Raw -1022228.467702 + Penalty 2955.341030 = -1019273.126671
  nChanged 67
		SP:Iteration 35Q (39301.310000 sec): 3 clusters
  Score: Raw -1022268.753752 + Penalty 2955.341030 = -1019313.412722
  nChanged 61
		SP:Iteration 36Q (39301.530000 sec): 3 clusters
  Score: Raw -1022291.490185 + Penalty 2955.341030 = -1019336.149154
  nChanged 48
		SP:Iteration 37Q (39301.720000 sec): 3 clusters
  Score: Raw -1022312.357242 + Penalty 2955.341030 = -1019357.016212
  nChanged 44
		SP:Iteration 38Q (39301.930000 sec): 3 clusters
  Score: Raw -1022328.029325 + Penalty 2955.341030 = -1019372.688295
  nChanged 29
		SP:Iteration 39Q (39302.140000 sec): 3 clusters
  Score: Raw -1022337.175390 + Penalty 2955.341030 = -1019381.834360
  nChanged 34
		SP:Iteration 40F (39302.360000 sec): 3 clusters
  Score: Raw -1022346.973877 + Penalty 2955.341030 = -1019391.632847
  nChanged 24
		SP:Iteration 41Q (39302.520000 sec): 3 clusters
  Score: Raw -1022353.379247 + Penalty 2955.341030 = -1019398.038217
  nChanged 27
		SP:Iteration 42Q (39302.640000 sec): 3 clusters
  Score: Raw -1022362.856253 + Penalty 2955.341030 = -1019407.515223
  nChanged 24
		SP:Iteration 43Q (39302.820000 sec): 3 clusters
  Score: Raw -1022371.877844 + Penalty 2955.341030 = -1019416.536814
  nChanged 26
		SP:Iteration 44Q (39303.020000 sec): 3 clusters
  Score: Raw -1022382.884523 + Penalty 2955.341030 = -1019427.543493
  nChanged 25
		SP:Iteration 45Q (39303.230000 sec): 3 clusters
  Score: Raw -1022395.702518 + Penalty 2955.341030 = -1019440.361488
  nChanged 20
		SP:Iteration 46Q (39303.440000 sec): 3 clusters
  Score: Raw -1022404.600529 + Penalty 2955.341030 = -1019449.259499
  nChanged 24
		SP:Iteration 47Q (39303.620000 sec): 3 clusters
  Score: Raw -1022412.689676 + Penalty 2955.341030 = -1019457.348646
  nChanged 26
		SP:Iteration 48Q (39303.870000 sec): 3 clusters
  Score: Raw -1022422.321269 + Penalty 2955.341030 = -1019466.980239
  nChanged 23
		SP:Iteration 49Q (39304.040000 sec): 3 clusters
  Score: Raw -1022428.284968 + Penalty 2955.341030 = -1019472.943938
  nChanged 19
		SP:Iteration 50Q (39304.210000 sec): 3 clusters
  Score: Raw -1022432.327644 + Penalty 2955.341030 = -1019476.986613
  nChanged 17
		SP:Iteration 51Q (39304.380000 sec): 3 clusters
  Score: Raw -1022437.253735 + Penalty 2955.341030 = -1019481.912704
  nChanged 12
		SP:Iteration 52Q (39304.560000 sec): 3 clusters
  Score: Raw -1022441.251647 + Penalty 2955.341030 = -1019485.910616
  nChanged 19
		SP:Iteration 53Q (39304.760000 sec): 3 clusters
  Score: Raw -1022448.400393 + Penalty 2955.341030 = -1019493.059362
  nChanged 18
		SP:Iteration 54Q (39304.950000 sec): 3 clusters
  Score: Raw -1022454.296187 + Penalty 2955.341030 = -1019498.955156
  nChanged 20
		SP:Iteration 55Q (39305.120000 sec): 3 clusters
  Score: Raw -1022459.810587 + Penalty 2955.341030 = -1019504.469557
  nChanged 20
		SP:Iteration 56Q (39305.300000 sec): 3 clusters
  Score: Raw -1022465.600531 + Penalty 2955.341030 = -1019510.259501
  nChanged 19
		SP:Iteration 57Q (39305.530000 sec): 3 clusters
  Score: Raw -1022470.091840 + Penalty 2955.341030 = -1019514.750810
  nChanged 16
		SP:Iteration 58Q (39305.720000 sec): 3 clusters
  Score: Raw -1022474.299473 + Penalty 2955.341030 = -1019518.958443
  nChanged 13
		SP:Iteration 59Q (39305.880000 sec): 3 clusters
  Score: Raw -1022477.516671 + Penalty 2955.341030 = -1019522.175640
  nChanged 12
		SP:Iteration 60F (39306.090000 sec): 3 clusters
  Score: Raw -1022480.178108 + Penalty 2955.341030 = -1019524.837078
  nChanged 9
		SP:Iteration 61Q (39306.240000 sec): 3 clusters
  Score: Raw -1022481.988047 + Penalty 2955.341030 = -1019526.647016
  nChanged 13
		SP:Iteration 62Q (39306.480000 sec): 3 clusters
  Score: Raw -1022485.218570 + Penalty 2955.341030 = -1019529.877540
  nChanged 13
		SP:Iteration 63Q (39306.690000 sec): 3 clusters
  Score: Raw -1022489.007716 + Penalty 2955.341030 = -1019533.666686
  nChanged 17
		SP:Iteration 64Q (39306.880000 sec): 3 clusters
  Score: Raw -1022494.365477 + Penalty 2955.341030 = -1019539.024447
  nChanged 16
		SP:Iteration 65Q (39307.130000 sec): 3 clusters
  Score: Raw -1022499.079385 + Penalty 2955.341030 = -1019543.738355
  nChanged 19
		SP:Iteration 66Q (39307.330000 sec): 3 clusters
  Score: Raw -1022505.399503 + Penalty 2955.341030 = -1019550.058473
  nChanged 21
		SP:Iteration 67Q (39307.540000 sec): 3 clusters
  Score: Raw -1022512.200703 + Penalty 2955.341030 = -1019556.859673
  nChanged 22
		SP:Iteration 68Q (39307.770000 sec): 3 clusters
  Score: Raw -1022518.645822 + Penalty 2955.341030 = -1019563.304792
  nChanged 21
		SP:Iteration 69Q (39307.910000 sec): 3 clusters
  Score: Raw -1022526.874334 + Penalty 2955.341030 = -1019571.533303
  nChanged 19
		SP:Iteration 70Q (39308.100000 sec): 3 clusters
  Score: Raw -1022533.219862 + Penalty 2955.341030 = -1019577.878831
  nChanged 19
		SP:Iteration 71Q (39308.280000 sec): 3 clusters
  Score: Raw -1022537.716441 + Penalty 2955.341030 = -1019582.375411
  nChanged 14
		SP:Iteration 72Q (39308.450000 sec): 3 clusters
  Score: Raw -1022542.514678 + Penalty 2955.341030 = -1019587.173647
  nChanged 15
		SP:Iteration 73Q (39308.630000 sec): 3 clusters
  Score: Raw -1022546.748732 + Penalty 2955.341030 = -1019591.407701
  nChanged 13
		SP:Iteration 74Q (39308.840000 sec): 3 clusters
  Score: Raw -1022549.316047 + Penalty 2955.341030 = -1019593.975017
  nChanged 11
		SP:Iteration 75Q (39308.990000 sec): 3 clusters
  Score: Raw -1022551.737998 + Penalty 2955.341030 = -1019596.396967
  nChanged 9
		SP:Iteration 76Q (39309.150000 sec): 3 clusters
  Score: Raw -1022553.599772 + Penalty 2955.341030 = -1019598.258741
  nChanged 6
		SP:Iteration 77Q (39309.350000 sec): 3 clusters
  Score: Raw -1022554.797399 + Penalty 2955.341030 = -1019599.456369
  nChanged 8
		SP:Iteration 78Q (39309.570000 sec): 3 clusters
  Score: Raw -1022556.072125 + Penalty 2955.341030 = -1019600.731094
  nChanged 3
		SP:Iteration 79Q (39309.760000 sec): 3 clusters
  Score: Raw -1022556.459261 + Penalty 2955.341030 = -1019601.118230
  nChanged 2
		SP:Iteration 80F (39309.930000 sec): 3 clusters
  Score: Raw -1022556.979626 + Penalty 2955.341030 = -1019601.638596
  nChanged 3
		SP:Iteration 81Q (39310.120000 sec): 3 clusters
  Score: Raw -1022557.622036 + Penalty 2955.341030 = -1019602.281005
  nChanged 2
		SP:Iteration 82Q (39310.300000 sec): 3 clusters
  Score: Raw -1022557.894922 + Penalty 2955.341030 = -1019602.553892
  nChanged 1
		SP:Iteration 83Q (39310.480000 sec): 3 clusters
  Score: Raw -1022557.967660 + Penalty 2955.341030 = -1019602.626629
  nChanged 1
		SP:Iteration 84Q (39310.670000 sec): 3 clusters
  Score: Raw -1022558.131280 + Penalty 2955.341030 = -1019602.790250
  nChanged 2
		SP:Iteration 85Q (39310.810000 sec): 3 clusters
  Score: Raw -1022558.445273 + Penalty 2955.341030 = -1019603.104243
  nChanged 0
		SP:Iteration 86F (39311.070000 sec): 3 clusters
  Score: Raw -1022558.445273 + Penalty 2955.341030 = -1019603.104243
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 40 (192 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (39311.160000 sec): 2 clusters
  Score: Raw -16205.126750 + Penalty 854.342998 = -15350.783752
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (39311.290000 sec): 3 clusters
  Score: Raw -16313.696683 + Penalty 1708.685996 = -14605.010687
  nChanged 37
		SP:Iteration 1F (39311.490000 sec): 3 clusters
  Score: Raw -16484.648196 + Penalty 1708.685996 = -14775.962200
  nChanged 14
		SP:Iteration 2F (39311.690000 sec): 3 clusters
  Score: Raw -16559.176763 + Penalty 1708.685996 = -14850.490767
  nChanged 5
		SP:Iteration 3Q (39311.820000 sec): 3 clusters
  Score: Raw -16592.647839 + Penalty 1708.685996 = -14883.961843
  nChanged 2
		SP:Iteration 4Q (39311.950000 sec): 3 clusters
  Score: Raw -16601.057514 + Penalty 1708.685996 = -14892.371518
  nChanged 2
		SP:Iteration 5Q (39312.090000 sec): 3 clusters
  Score: Raw -16617.147341 + Penalty 1708.685996 = -14908.461345
  nChanged 2
		SP:Iteration 6Q (39312.180000 sec): 3 clusters
  Score: Raw -16626.536990 + Penalty 1708.685996 = -14917.850994
  nChanged 0
		SP:Iteration 7F (39312.330000 sec): 3 clusters
  Score: Raw -16626.536990 + Penalty 1708.685996 = -14917.850994
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 41 (1025 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (39312.390000 sec): 2 clusters
  Score: Raw -127382.832955 + Penalty 1126.522782 = -126256.310172
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (39312.480000 sec): 3 clusters
  Score: Raw -127003.390222 + Penalty 2253.045565 = -124750.344657
  nChanged 321
		SP:Iteration 1F (39312.570000 sec): 3 clusters
  Score: Raw -127260.952891 + Penalty 2253.045565 = -125007.907326
  nChanged 88
		SP:Iteration 2F (39312.710000 sec): 3 clusters
  Score: Raw -127358.387203 + Penalty 2253.045565 = -125105.341639
  nChanged 44
		SP:Iteration 3Q (39312.800000 sec): 3 clusters
  Score: Raw -127405.925466 + Penalty 2253.045565 = -125152.879902
  nChanged 31
		SP:Iteration 4Q (39312.940000 sec): 3 clusters
  Score: Raw -127432.099776 + Penalty 2253.045565 = -125179.054211
  nChanged 24
		SP:Iteration 5Q (39313.070000 sec): 3 clusters
  Score: Raw -127456.036848 + Penalty 2253.045565 = -125202.991283
  nChanged 16
		SP:Iteration 6Q (39313.210000 sec): 3 clusters
  Score: Raw -127468.298472 + Penalty 2253.045565 = -125215.252907
  nChanged 10
		SP:Iteration 7Q (39313.340000 sec): 3 clusters
  Score: Raw -127478.315727 + Penalty 2253.045565 = -125225.270162
  nChanged 10
		SP:Iteration 8Q (39313.480000 sec): 3 clusters
  Score: Raw -127485.809666 + Penalty 2253.045565 = -125232.764101
  nChanged 6
		SP:Iteration 9Q (39313.630000 sec): 3 clusters
  Score: Raw -127490.094074 + Penalty 2253.045565 = -125237.048509
  nChanged 2
		SP:Iteration 10Q (39313.790000 sec): 3 clusters
  Score: Raw -127491.153897 + Penalty 2253.045565 = -125238.108333
  nChanged 2
		SP:Iteration 11Q (39313.950000 sec): 3 clusters
  Score: Raw -127491.937606 + Penalty 2253.045565 = -125238.892041
  nChanged 2
		SP:Iteration 12Q (39314.120000 sec): 3 clusters
  Score: Raw -127494.826063 + Penalty 2253.045565 = -125241.780498
  nChanged 3
		SP:Iteration 13Q (39314.280000 sec): 3 clusters
  Score: Raw -127496.539153 + Penalty 2253.045565 = -125243.493588
  nChanged 1
		SP:Iteration 14Q (39314.450000 sec): 3 clusters
  Score: Raw -127497.002366 + Penalty 2253.045565 = -125243.956801
  nChanged 1
		SP:Iteration 15Q (39314.610000 sec): 3 clusters
  Score: Raw -127497.957026 + Penalty 2253.045565 = -125244.911461
  nChanged 2
		SP:Iteration 16Q (39314.770000 sec): 3 clusters
  Score: Raw -127499.210150 + Penalty 2253.045565 = -125246.164585
  nChanged 2
		SP:Iteration 17Q (39314.930000 sec): 3 clusters
  Score: Raw -127500.072360 + Penalty 2253.045565 = -125247.026795
  nChanged 1
		SP:Iteration 18Q (39315.110000 sec): 3 clusters
  Score: Raw -127502.757704 + Penalty 2253.045565 = -125249.712139
  nChanged 4
		SP:Iteration 19Q (39315.260000 sec): 3 clusters
  Score: Raw -127507.211917 + Penalty 2253.045565 = -125254.166352
  nChanged 7
		SP:Iteration 20F (39315.420000 sec): 3 clusters
  Score: Raw -127513.694842 + Penalty 2253.045565 = -125260.649277
  nChanged 2
		SP:Iteration 21Q (39315.580000 sec): 3 clusters
  Score: Raw -127515.224324 + Penalty 2253.045565 = -125262.178759
  nChanged 1
		SP:Iteration 22Q (39315.740000 sec): 3 clusters
  Score: Raw -127516.793262 + Penalty 2253.045565 = -125263.747697
  nChanged 1
		SP:Iteration 23Q (39315.900000 sec): 3 clusters
  Score: Raw -127518.695216 + Penalty 2253.045565 = -125265.649651
  nChanged 1
		SP:Iteration 24Q (39316.060000 sec): 3 clusters
  Score: Raw -127522.283927 + Penalty 2253.045565 = -125269.238362
  nChanged 0
		SP:Iteration 25F (39316.220000 sec): 3 clusters
  Score: Raw -127522.283927 + Penalty 2253.045565 = -125269.238362
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 42 (423 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (39316.300000 sec): 2 clusters
  Score: Raw -45914.886167 + Penalty 982.697979 = -44932.188188
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (39316.460000 sec): 3 clusters
  Score: Raw -45919.259880 + Penalty 1965.395958 = -43953.863922
  nChanged 102
		SP:Iteration 1F (39316.620000 sec): 3 clusters
  Score: Raw -46145.766279 + Penalty 1965.395958 = -44180.370321
  nChanged 40
		SP:Iteration 2F (39316.780000 sec): 3 clusters
  Score: Raw -46273.621895 + Penalty 1965.395958 = -44308.225937
  nChanged 36
		SP:Iteration 3F (39316.940000 sec): 3 clusters
  Score: Raw -46401.043932 + Penalty 1965.395958 = -44435.647974
  nChanged 22
		SP:Iteration 4F (39317.100000 sec): 3 clusters
  Score: Raw -46488.779472 + Penalty 1965.395958 = -44523.383513
  nChanged 10
		SP:Iteration 5Q (39317.260000 sec): 3 clusters
  Score: Raw -46524.422927 + Penalty 1965.395958 = -44559.026969
  nChanged 4
		SP:Iteration 6Q (39317.420000 sec): 3 clusters
  Score: Raw -46542.668292 + Penalty 1965.395958 = -44577.272334
  nChanged 7
		SP:Iteration 7Q (39317.580000 sec): 3 clusters
  Score: Raw -46573.216884 + Penalty 1965.395958 = -44607.820926
  nChanged 2
		SP:Iteration 8Q (39317.740000 sec): 3 clusters
  Score: Raw -46580.874760 + Penalty 1965.395958 = -44615.478802
  nChanged 1
		SP:Iteration 9Q (39317.900000 sec): 3 clusters
  Score: Raw -46594.779786 + Penalty 1965.395958 = -44629.383828
  nChanged 3
		SP:Iteration 10Q (39318.060000 sec): 3 clusters
  Score: Raw -46608.021005 + Penalty 1965.395958 = -44642.625047
  nChanged 1
		SP:Iteration 11Q (39318.220000 sec): 3 clusters
  Score: Raw -46609.742200 + Penalty 1965.395958 = -44644.346242
  nChanged 0
		SP:Iteration 12F (39318.380000 sec): 3 clusters
  Score: Raw -46609.742200 + Penalty 1965.395958 = -44644.346242
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 43 (3028 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (39318.480000 sec): 2 clusters
  Score: Raw -337849.775932 + Penalty 1302.544362 = -336547.231570
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (39318.640000 sec): 3 clusters
  Score: Raw -336406.208597 + Penalty 2605.088725 = -333801.119873
  nChanged 1180
		SP:Iteration 1F (39318.800000 sec): 3 clusters
  Score: Raw -337180.083010 + Penalty 2605.088725 = -334574.994285
  nChanged 261
		SP:Iteration 2F (39318.960000 sec): 3 clusters
  Score: Raw -337366.553925 + Penalty 2605.088725 = -334761.465201
  nChanged 192
		SP:Iteration 3F (39319.120000 sec): 3 clusters
  Score: Raw -337511.578414 + Penalty 2605.088725 = -334906.489689
  nChanged 149
		SP:Iteration 4Q (39319.280000 sec): 3 clusters
  Score: Raw -337640.282206 + Penalty 2605.088725 = -335035.193481
  nChanged 134
		SP:Iteration 5Q (39319.430000 sec): 3 clusters
  Score: Raw -337746.088606 + Penalty 2605.088725 = -335140.999882
  nChanged 121
		SP:Iteration 6Q (39319.650000 sec): 3 clusters
  Score: Raw -337876.571673 + Penalty 2605.088725 = -335271.482948
  nChanged 155
		SP:Iteration 7F (39319.840000 sec): 3 clusters
  Score: Raw -338004.190130 + Penalty 2605.088725 = -335399.101405
  nChanged 139
		SP:Iteration 8Q (39320.000000 sec): 3 clusters
  Score: Raw -338127.256291 + Penalty 2605.088725 = -335522.167566
  nChanged 134
		SP:Iteration 9Q (39320.160000 sec): 3 clusters
  Score: Raw -338242.746046 + Penalty 2605.088725 = -335637.657321
  nChanged 129
		SP:Iteration 10Q (39320.300000 sec): 3 clusters
  Score: Raw -338360.382747 + Penalty 2605.088725 = -335755.294022
  nChanged 107
		SP:Iteration 11Q (39320.460000 sec): 3 clusters
  Score: Raw -338450.046899 + Penalty 2605.088725 = -335844.958174
  nChanged 97
		SP:Iteration 12Q (39320.640000 sec): 3 clusters
  Score: Raw -338514.765493 + Penalty 2605.088725 = -335909.676768
  nChanged 67
		SP:Iteration 13Q (39320.840000 sec): 3 clusters
  Score: Raw -338548.329002 + Penalty 2605.088725 = -335943.240278
  nChanged 45
		SP:Iteration 14Q (39320.980000 sec): 3 clusters
  Score: Raw -338575.926877 + Penalty 2605.088725 = -335970.838153
  nChanged 35
		SP:Iteration 15Q (39321.130000 sec): 3 clusters
  Score: Raw -338594.748997 + Penalty 2605.088725 = -335989.660272
  nChanged 27
		SP:Iteration 16Q (39321.270000 sec): 3 clusters
  Score: Raw -338606.988864 + Penalty 2605.088725 = -336001.900139
  nChanged 21
		SP:Iteration 17Q (39321.410000 sec): 3 clusters
  Score: Raw -338619.703550 + Penalty 2605.088725 = -336014.614825
  nChanged 17
		SP:Iteration 18Q (39321.550000 sec): 3 clusters
  Score: Raw -338632.945645 + Penalty 2605.088725 = -336027.856921
  nChanged 25
		SP:Iteration 19Q (39321.700000 sec): 3 clusters
  Score: Raw -338645.567817 + Penalty 2605.088725 = -336040.479092
  nChanged 10
		SP:Iteration 20F (39321.840000 sec): 3 clusters
  Score: Raw -338652.563098 + Penalty 2605.088725 = -336047.474373
  nChanged 9
		SP:Iteration 21Q (39322.000000 sec): 3 clusters
  Score: Raw -338657.603125 + Penalty 2605.088725 = -336052.514400
  nChanged 7
		SP:Iteration 22Q (39322.160000 sec): 3 clusters
  Score: Raw -338660.190924 + Penalty 2605.088725 = -336055.102199
  nChanged 6
		SP:Iteration 23Q (39322.320000 sec): 3 clusters
  Score: Raw -338663.158887 + Penalty 2605.088725 = -336058.070163
  nChanged 3
		SP:Iteration 24Q (39322.480000 sec): 3 clusters
  Score: Raw -338664.956698 + Penalty 2605.088725 = -336059.867974
  nChanged 3
		SP:Iteration 25Q (39322.640000 sec): 3 clusters
  Score: Raw -338666.535261 + Penalty 2605.088725 = -336061.446536
  nChanged 2
		SP:Iteration 26Q (39322.800000 sec): 3 clusters
  Score: Raw -338667.272507 + Penalty 2605.088725 = -336062.183782
  nChanged 1
		SP:Iteration 27Q (39322.960000 sec): 3 clusters
  Score: Raw -338668.089657 + Penalty 2605.088725 = -336063.000933
  nChanged 2
		SP:Iteration 28Q (39323.140000 sec): 3 clusters
  Score: Raw -338670.123530 + Penalty 2605.088725 = -336065.034805
  nChanged 11
		SP:Iteration 29Q (39323.310000 sec): 3 clusters
  Score: Raw -338676.608980 + Penalty 2605.088725 = -336071.520255
  nChanged 8
		SP:Iteration 30Q (39323.480000 sec): 3 clusters
  Score: Raw -338680.661932 + Penalty 2605.088725 = -336075.573207
  nChanged 10
		SP:Iteration 31Q (39323.680000 sec): 3 clusters
  Score: Raw -338687.498125 + Penalty 2605.088725 = -336082.409400
  nChanged 13
		SP:Iteration 32Q (39323.820000 sec): 3 clusters
  Score: Raw -338693.341531 + Penalty 2605.088725 = -336088.252806
  nChanged 11
		SP:Iteration 33Q (39324.010000 sec): 3 clusters
  Score: Raw -338698.572808 + Penalty 2605.088725 = -336093.484083
  nChanged 9
		SP:Iteration 34Q (39324.130000 sec): 3 clusters
  Score: Raw -338701.280900 + Penalty 2605.088725 = -336096.192175
  nChanged 2
		SP:Iteration 35Q (39324.280000 sec): 3 clusters
  Score: Raw -338701.620776 + Penalty 2605.088725 = -336096.532052
  nChanged 1
		SP:Iteration 36Q (39324.440000 sec): 3 clusters
  Score: Raw -338701.997398 + Penalty 2605.088725 = -336096.908673
  nChanged 1
		SP:Iteration 37Q (39324.570000 sec): 3 clusters
  Score: Raw -338702.282723 + Penalty 2605.088725 = -336097.193998
  nChanged 0
		SP:Iteration 38F (39324.710000 sec): 3 clusters
  Score: Raw -338702.282723 + Penalty 2605.088725 = -336097.193998
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 44 (546 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (39324.780000 sec): 2 clusters
  Score: Raw -60142.558543 + Penalty 1024.175584 = -59118.382959
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (39324.930000 sec): 3 clusters
  Score: Raw -60086.783703 + Penalty 2048.351167 = -58038.432536
  nChanged 153
		SP:Iteration 1F (39325.070000 sec): 3 clusters
  Score: Raw -60395.633268 + Penalty 2048.351167 = -58347.282101
  nChanged 49
		SP:Iteration 2F (39325.210000 sec): 3 clusters
  Score: Raw -60512.601082 + Penalty 2048.351167 = -58464.249915
  nChanged 31
		SP:Iteration 3F (39325.360000 sec): 3 clusters
  Score: Raw -60584.967030 + Penalty 2048.351167 = -58536.615863
  nChanged 12
		SP:Iteration 4Q (39325.510000 sec): 3 clusters
  Score: Raw -60609.813364 + Penalty 2048.351167 = -58561.462196
  nChanged 6
		SP:Iteration 5Q (39325.670000 sec): 3 clusters
  Score: Raw -60628.201071 + Penalty 2048.351167 = -58579.849904
  nChanged 4
		SP:Iteration 6Q (39325.830000 sec): 3 clusters
  Score: Raw -60635.205586 + Penalty 2048.351167 = -58586.854419
  nChanged 1
		SP:Iteration 7Q (39325.990000 sec): 3 clusters
  Score: Raw -60635.826736 + Penalty 2048.351167 = -58587.475569
  nChanged 0
		SP:Iteration 8F (39326.150000 sec): 3 clusters
  Score: Raw -60635.826736 + Penalty 2048.351167 = -58587.475569
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 45 (2869 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (39326.250000 sec): 2 clusters
  Score: Raw -354460.725129 + Penalty 1293.779308 = -353166.945822
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (39326.410000 sec): 3 clusters
  Score: Raw -353107.418551 + Penalty 2587.558615 = -350519.859936
  nChanged 1068
		SP:Iteration 1F (39326.570000 sec): 3 clusters
  Score: Raw -353815.782428 + Penalty 2587.558615 = -351228.223813
  nChanged 253
		SP:Iteration 2F (39326.710000 sec): 3 clusters
  Score: Raw -354002.714066 + Penalty 2587.558615 = -351415.155451
  nChanged 172
		SP:Iteration 3F (39326.900000 sec): 3 clusters
  Score: Raw -354134.510824 + Penalty 2587.558615 = -351546.952208
  nChanged 134
		SP:Iteration 4Q (39327.120000 sec): 3 clusters
  Score: Raw -354216.247845 + Penalty 2587.558615 = -351628.689230
  nChanged 94
		SP:Iteration 5Q (39327.240000 sec): 3 clusters
  Score: Raw -354287.284432 + Penalty 2587.558615 = -351699.725817
  nChanged 79
		SP:Iteration 6Q (39327.410000 sec): 3 clusters
  Score: Raw -354334.152466 + Penalty 2587.558615 = -351746.593851
  nChanged 66
		SP:Iteration 7Q (39327.560000 sec): 3 clusters
  Score: Raw -354367.590851 + Penalty 2587.558615 = -351780.032236
  nChanged 62
		SP:Iteration 8Q (39327.770000 sec): 3 clusters
  Score: Raw -354399.411380 + Penalty 2587.558615 = -351811.852764
  nChanged 49
		SP:Iteration 9Q (39327.880000 sec): 3 clusters
  Score: Raw -354423.987243 + Penalty 2587.558615 = -351836.428628
  nChanged 39
		SP:Iteration 10Q (39328.040000 sec): 3 clusters
  Score: Raw -354443.237937 + Penalty 2587.558615 = -351855.679322
  nChanged 31
		SP:Iteration 11Q (39328.210000 sec): 3 clusters
  Score: Raw -354458.374933 + Penalty 2587.558615 = -351870.816318
  nChanged 33
		SP:Iteration 12Q (39328.370000 sec): 3 clusters
  Score: Raw -354478.162469 + Penalty 2587.558615 = -351890.603854
  nChanged 31
		SP:Iteration 13Q (39328.530000 sec): 3 clusters
  Score: Raw -354494.225157 + Penalty 2587.558615 = -351906.666542
  nChanged 26
		SP:Iteration 14Q (39328.690000 sec): 3 clusters
  Score: Raw -354508.357931 + Penalty 2587.558615 = -351920.799316
  nChanged 23
		SP:Iteration 15Q (39328.860000 sec): 3 clusters
  Score: Raw -354520.621851 + Penalty 2587.558615 = -351933.063236
  nChanged 16
		SP:Iteration 16Q (39329.020000 sec): 3 clusters
  Score: Raw -354526.995598 + Penalty 2587.558615 = -351939.436982
  nChanged 13
		SP:Iteration 17Q (39329.190000 sec): 3 clusters
  Score: Raw -354532.692923 + Penalty 2587.558615 = -351945.134308
  nChanged 13
		SP:Iteration 18Q (39329.350000 sec): 3 clusters
  Score: Raw -354540.004754 + Penalty 2587.558615 = -351952.446139
  nChanged 17
		SP:Iteration 19Q (39329.510000 sec): 3 clusters
  Score: Raw -354550.833824 + Penalty 2587.558615 = -351963.275209
  nChanged 21
		SP:Iteration 20F (39329.670000 sec): 3 clusters
  Score: Raw -354561.011429 + Penalty 2587.558615 = -351973.452814
  nChanged 19
		SP:Iteration 21Q (39329.830000 sec): 3 clusters
  Score: Raw -354572.680365 + Penalty 2587.558615 = -351985.121750
  nChanged 21
		SP:Iteration 22Q (39330.000000 sec): 3 clusters
  Score: Raw -354582.666506 + Penalty 2587.558615 = -351995.107891
  nChanged 12
		SP:Iteration 23Q (39330.170000 sec): 3 clusters
  Score: Raw -354588.151614 + Penalty 2587.558615 = -352000.592999
  nChanged 10
		SP:Iteration 24Q (39330.330000 sec): 3 clusters
  Score: Raw -354593.572316 + Penalty 2587.558615 = -352006.013701
  nChanged 4
		SP:Iteration 25Q (39330.490000 sec): 3 clusters
  Score: Raw -354594.703985 + Penalty 2587.558615 = -352007.145370
  nChanged 3
		SP:Iteration 26Q (39330.660000 sec): 3 clusters
  Score: Raw -354595.513153 + Penalty 2587.558615 = -352007.954538
  nChanged 0
		SP:Iteration 27F (39330.820000 sec): 3 clusters
  Score: Raw -354595.513153 + Penalty 2587.558615 = -352007.954538
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 46 (3256 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (39330.910000 sec): 2 clusters
  Score: Raw -403318.612311 + Penalty 1314.341393 = -402004.270917
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (39331.110000 sec): 3 clusters
  Score: Raw -401699.948836 + Penalty 2628.682786 = -399071.266050
  nChanged 1291
		SP:Iteration 1F (39331.320000 sec): 3 clusters
  Score: Raw -402426.628315 + Penalty 2628.682786 = -399797.945529
  nChanged 237
		SP:Iteration 2F (39331.510000 sec): 3 clusters
  Score: Raw -402560.572526 + Penalty 2628.682786 = -399931.889739
  nChanged 161
		SP:Iteration 3Q (39331.670000 sec): 3 clusters
  Score: Raw -402644.778044 + Penalty 2628.682786 = -400016.095258
  nChanged 109
		SP:Iteration 4Q (39331.810000 sec): 3 clusters
  Score: Raw -402704.567268 + Penalty 2628.682786 = -400075.884482
  nChanged 101
		SP:Iteration 5Q (39331.980000 sec): 3 clusters
  Score: Raw -402751.543329 + Penalty 2628.682786 = -400122.860543
  nChanged 74
		SP:Iteration 6Q (39332.130000 sec): 3 clusters
  Score: Raw -402784.155370 + Penalty 2628.682786 = -400155.472584
  nChanged 69
		SP:Iteration 7Q (39332.270000 sec): 3 clusters
  Score: Raw -402812.253266 + Penalty 2628.682786 = -400183.570480
  nChanged 51
		SP:Iteration 8Q (39332.430000 sec): 3 clusters
  Score: Raw -402836.538346 + Penalty 2628.682786 = -400207.855560
  nChanged 53
		SP:Iteration 9Q (39332.600000 sec): 3 clusters
  Score: Raw -402857.885954 + Penalty 2628.682786 = -400229.203168
  nChanged 39
		SP:Iteration 10Q (39332.760000 sec): 3 clusters
  Score: Raw -402870.593360 + Penalty 2628.682786 = -400241.910573
  nChanged 40
		SP:Iteration 11Q (39332.920000 sec): 3 clusters
  Score: Raw -402884.442089 + Penalty 2628.682786 = -400255.759302
  nChanged 32
		SP:Iteration 12Q (39333.090000 sec): 3 clusters
  Score: Raw -402898.374676 + Penalty 2628.682786 = -400269.691889
  nChanged 38
		SP:Iteration 13Q (39333.250000 sec): 3 clusters
  Score: Raw -402912.526864 + Penalty 2628.682786 = -400283.844078
  nChanged 26
		SP:Iteration 14Q (39333.410000 sec): 3 clusters
  Score: Raw -402919.149595 + Penalty 2628.682786 = -400290.466809
  nChanged 25
		SP:Iteration 15Q (39333.580000 sec): 3 clusters
  Score: Raw -402928.063338 + Penalty 2628.682786 = -400299.380551
  nChanged 24
		SP:Iteration 16Q (39333.740000 sec): 3 clusters
  Score: Raw -402936.316789 + Penalty 2628.682786 = -400307.634003
  nChanged 28
		SP:Iteration 17Q (39333.900000 sec): 3 clusters
  Score: Raw -402945.808526 + Penalty 2628.682786 = -400317.125740
  nChanged 22
		SP:Iteration 18Q (39334.070000 sec): 3 clusters
  Score: Raw -402953.182573 + Penalty 2628.682786 = -400324.499786
  nChanged 18
		SP:Iteration 19Q (39334.230000 sec): 3 clusters
  Score: Raw -402957.994283 + Penalty 2628.682786 = -400329.311497
  nChanged 10
		SP:Iteration 20F (39334.430000 sec): 3 clusters
  Score: Raw -402960.355546 + Penalty 2628.682786 = -400331.672760
  nChanged 10
		SP:Iteration 21Q (39334.600000 sec): 3 clusters
  Score: Raw -402964.201229 + Penalty 2628.682786 = -400335.518442
  nChanged 8
		SP:Iteration 22Q (39334.740000 sec): 3 clusters
  Score: Raw -402965.789823 + Penalty 2628.682786 = -400337.107037
  nChanged 6
		SP:Iteration 23Q (39334.900000 sec): 3 clusters
  Score: Raw -402967.849414 + Penalty 2628.682786 = -400339.166628
  nChanged 15
		SP:Iteration 24Q (39335.070000 sec): 3 clusters
  Score: Raw -402971.895995 + Penalty 2628.682786 = -400343.213209
  nChanged 11
		SP:Iteration 25Q (39335.290000 sec): 3 clusters
  Score: Raw -402974.433741 + Penalty 2628.682786 = -400345.750954
  nChanged 6
		SP:Iteration 26Q (39335.490000 sec): 3 clusters
  Score: Raw -402976.189944 + Penalty 2628.682786 = -400347.507158
  nChanged 10
		SP:Iteration 27Q (39335.620000 sec): 3 clusters
  Score: Raw -402979.075030 + Penalty 2628.682786 = -400350.392243
  nChanged 12
		SP:Iteration 28Q (39335.820000 sec): 3 clusters
  Score: Raw -402983.747764 + Penalty 2628.682786 = -400355.064978
  nChanged 19
		SP:Iteration 29Q (39335.980000 sec): 3 clusters
  Score: Raw -402989.515612 + Penalty 2628.682786 = -400360.832826
  nChanged 21
		SP:Iteration 30Q (39336.150000 sec): 3 clusters
  Score: Raw -402998.183501 + Penalty 2628.682786 = -400369.500715
  nChanged 18
		SP:Iteration 31Q (39336.320000 sec): 3 clusters
  Score: Raw -403003.397642 + Penalty 2628.682786 = -400374.714856
  nChanged 15
		SP:Iteration 32Q (39336.490000 sec): 3 clusters
  Score: Raw -403007.884637 + Penalty 2628.682786 = -400379.201851
  nChanged 17
		SP:Iteration 33Q (39336.650000 sec): 3 clusters
  Score: Raw -403013.670630 + Penalty 2628.682786 = -400384.987844
  nChanged 23
		SP:Iteration 34Q (39336.810000 sec): 3 clusters
  Score: Raw -403021.578998 + Penalty 2628.682786 = -400392.896212
  nChanged 22
		SP:Iteration 35Q (39336.980000 sec): 3 clusters
  Score: Raw -403028.600039 + Penalty 2628.682786 = -400399.917253
  nChanged 27
		SP:Iteration 36Q (39337.140000 sec): 3 clusters
  Score: Raw -403038.420288 + Penalty 2628.682786 = -400409.737502
  nChanged 31
		SP:Iteration 37Q (39337.300000 sec): 3 clusters
  Score: Raw -403048.354820 + Penalty 2628.682786 = -400419.672034
  nChanged 29
		SP:Iteration 38Q (39337.470000 sec): 3 clusters
  Score: Raw -403058.435115 + Penalty 2628.682786 = -400429.752329
  nChanged 29
		SP:Iteration 39Q (39337.630000 sec): 3 clusters
  Score: Raw -403071.177286 + Penalty 2628.682786 = -400442.494500
  nChanged 26
		SP:Iteration 40F (39337.790000 sec): 3 clusters
  Score: Raw -403082.995156 + Penalty 2628.682786 = -400454.312370
  nChanged 30
		SP:Iteration 41Q (39337.960000 sec): 3 clusters
  Score: Raw -403097.136047 + Penalty 2628.682786 = -400468.453261
  nChanged 34
		SP:Iteration 42Q (39338.120000 sec): 3 clusters
  Score: Raw -403109.442433 + Penalty 2628.682786 = -400480.759646
  nChanged 26
		SP:Iteration 43Q (39338.300000 sec): 3 clusters
  Score: Raw -403120.187275 + Penalty 2628.682786 = -400491.504489
  nChanged 23
		SP:Iteration 44Q (39338.440000 sec): 3 clusters
  Score: Raw -403129.836453 + Penalty 2628.682786 = -400501.153666
  nChanged 23
		SP:Iteration 45Q (39338.600000 sec): 3 clusters
  Score: Raw -403138.555312 + Penalty 2628.682786 = -400509.872526
  nChanged 26
		SP:Iteration 46Q (39338.760000 sec): 3 clusters
  Score: Raw -403148.929879 + Penalty 2628.682786 = -400520.247093
  nChanged 29
		SP:Iteration 47Q (39338.920000 sec): 3 clusters
  Score: Raw -403159.516269 + Penalty 2628.682786 = -400530.833482
  nChanged 24
		SP:Iteration 48Q (39339.110000 sec): 3 clusters
  Score: Raw -403170.857580 + Penalty 2628.682786 = -400542.174794
  nChanged 25
		SP:Iteration 49Q (39339.300000 sec): 3 clusters
  Score: Raw -403180.428130 + Penalty 2628.682786 = -400551.745343
  nChanged 22
		SP:Iteration 50Q (39339.490000 sec): 3 clusters
  Score: Raw -403189.563023 + Penalty 2628.682786 = -400560.880237
  nChanged 25
		SP:Iteration 51Q (39339.640000 sec): 3 clusters
  Score: Raw -403202.882487 + Penalty 2628.682786 = -400574.199701
  nChanged 35
		SP:Iteration 52Q (39339.790000 sec): 3 clusters
  Score: Raw -403218.544851 + Penalty 2628.682786 = -400589.862065
  nChanged 19
		SP:Iteration 53Q (39339.950000 sec): 3 clusters
  Score: Raw -403227.179557 + Penalty 2628.682786 = -400598.496770
  nChanged 25
		SP:Iteration 54Q (39340.110000 sec): 3 clusters
  Score: Raw -403237.454426 + Penalty 2628.682786 = -400608.771640
  nChanged 16
		SP:Iteration 55Q (39340.270000 sec): 3 clusters
  Score: Raw -403243.981659 + Penalty 2628.682786 = -400615.298873
  nChanged 16
		SP:Iteration 56Q (39340.430000 sec): 3 clusters
  Score: Raw -403251.190156 + Penalty 2628.682786 = -400622.507369
  nChanged 15
		SP:Iteration 57Q (39340.590000 sec): 3 clusters
  Score: Raw -403256.440398 + Penalty 2628.682786 = -400627.757612
  nChanged 14
		SP:Iteration 58Q (39340.750000 sec): 3 clusters
  Score: Raw -403261.539475 + Penalty 2628.682786 = -400632.856689
  nChanged 16
		SP:Iteration 59Q (39340.910000 sec): 3 clusters
  Score: Raw -403268.043783 + Penalty 2628.682786 = -400639.360997
  nChanged 23
		SP:Iteration 60F (39341.070000 sec): 3 clusters
  Score: Raw -403279.254275 + Penalty 2628.682786 = -400650.571489
  nChanged 27
		SP:Iteration 61Q (39341.230000 sec): 3 clusters
  Score: Raw -403295.227306 + Penalty 2628.682786 = -400666.544520
  nChanged 25
		SP:Iteration 62Q (39341.390000 sec): 3 clusters
  Score: Raw -403307.199736 + Penalty 2628.682786 = -400678.516950
  nChanged 21
		SP:Iteration 63Q (39341.550000 sec): 3 clusters
  Score: Raw -403318.120341 + Penalty 2628.682786 = -400689.437555
  nChanged 16
		SP:Iteration 64Q (39341.710000 sec): 3 clusters
  Score: Raw -403327.571368 + Penalty 2628.682786 = -400698.888582
  nChanged 18
		SP:Iteration 65Q (39341.870000 sec): 3 clusters
  Score: Raw -403337.814141 + Penalty 2628.682786 = -400709.131354
  nChanged 11
		SP:Iteration 66Q (39342.030000 sec): 3 clusters
  Score: Raw -403344.357392 + Penalty 2628.682786 = -400715.674606
  nChanged 14
		SP:Iteration 67Q (39342.190000 sec): 3 clusters
  Score: Raw -403352.386536 + Penalty 2628.682786 = -400723.703750
  nChanged 14
		SP:Iteration 68Q (39342.350000 sec): 3 clusters
  Score: Raw -403360.495611 + Penalty 2628.682786 = -400731.812824
  nChanged 21
		SP:Iteration 69Q (39342.510000 sec): 3 clusters
  Score: Raw -403371.939441 + Penalty 2628.682786 = -400743.256655
  nChanged 17
		SP:Iteration 70Q (39342.670000 sec): 3 clusters
  Score: Raw -403382.262021 + Penalty 2628.682786 = -400753.579235
  nChanged 12
		SP:Iteration 71Q (39342.850000 sec): 3 clusters
  Score: Raw -403386.729352 + Penalty 2628.682786 = -400758.046565
  nChanged 8
		SP:Iteration 72Q (39343.010000 sec): 3 clusters
  Score: Raw -403391.491691 + Penalty 2628.682786 = -400762.808905
  nChanged 6
		SP:Iteration 73Q (39343.180000 sec): 3 clusters
  Score: Raw -403394.662965 + Penalty 2628.682786 = -400765.980179
  nChanged 1
		SP:Iteration 74Q (39343.330000 sec): 3 clusters
  Score: Raw -403394.946006 + Penalty 2628.682786 = -400766.263220
  nChanged 0
		SP:Iteration 75F (39343.480000 sec): 3 clusters
  Score: Raw -403394.946006 + Penalty 2628.682786 = -400766.263220
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 47 (1529 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (39343.560000 sec): 2 clusters
  Score: Raw -182359.592875 + Penalty 1191.509996 = -181168.082879
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (39343.710000 sec): 3 clusters
  Score: Raw -181818.128293 + Penalty 2383.019992 = -179435.108301
  nChanged 516
		SP:Iteration 1F (39343.890000 sec): 3 clusters
  Score: Raw -182253.853560 + Penalty 2383.019992 = -179870.833568
  nChanged 141
		SP:Iteration 2F (39344.040000 sec): 3 clusters
  Score: Raw -182431.225298 + Penalty 2383.019992 = -180048.205307
  nChanged 100
		SP:Iteration 3F (39344.170000 sec): 3 clusters
  Score: Raw -182532.845606 + Penalty 2383.019992 = -180149.825614
  nChanged 65
		SP:Iteration 4Q (39344.310000 sec): 3 clusters
  Score: Raw -182602.423376 + Penalty 2383.019992 = -180219.403384
  nChanged 53
		SP:Iteration 5Q (39344.460000 sec): 3 clusters
  Score: Raw -182649.382471 + Penalty 2383.019992 = -180266.362480
  nChanged 31
		SP:Iteration 6Q (39344.600000 sec): 3 clusters
  Score: Raw -182672.143871 + Penalty 2383.019992 = -180289.123879
  nChanged 27
		SP:Iteration 7Q (39344.750000 sec): 3 clusters
  Score: Raw -182689.393620 + Penalty 2383.019992 = -180306.373628
  nChanged 16
		SP:Iteration 8Q (39344.890000 sec): 3 clusters
  Score: Raw -182701.958089 + Penalty 2383.019992 = -180318.938097
  nChanged 9
		SP:Iteration 9Q (39345.030000 sec): 3 clusters
  Score: Raw -182708.523211 + Penalty 2383.019992 = -180325.503219
  nChanged 6
		SP:Iteration 10Q (39345.180000 sec): 3 clusters
  Score: Raw -182711.919955 + Penalty 2383.019992 = -180328.899963
  nChanged 5
		SP:Iteration 11Q (39345.320000 sec): 3 clusters
  Score: Raw -182717.556067 + Penalty 2383.019992 = -180334.536075
  nChanged 10
		SP:Iteration 12Q (39345.470000 sec): 3 clusters
  Score: Raw -182726.620281 + Penalty 2383.019992 = -180343.600289
  nChanged 2
		SP:Iteration 13Q (39345.610000 sec): 3 clusters
  Score: Raw -182728.203004 + Penalty 2383.019992 = -180345.183012
  nChanged 2
		SP:Iteration 14Q (39345.750000 sec): 3 clusters
  Score: Raw -182728.967794 + Penalty 2383.019992 = -180345.947802
  nChanged 0
		SP:Iteration 15F (39345.900000 sec): 3 clusters
  Score: Raw -182728.967794 + Penalty 2383.019992 = -180345.947802
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 48 (1271 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (39345.970000 sec): 2 clusters
  Score: Raw -149713.174754 + Penalty 1161.478382 = -148551.696372
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (39346.130000 sec): 3 clusters
  Score: Raw -149315.370657 + Penalty 2322.956763 = -146992.413894
  nChanged 423
		SP:Iteration 1F (39346.290000 sec): 3 clusters
  Score: Raw -149696.772864 + Penalty 2322.956763 = -147373.816101
  nChanged 106
		SP:Iteration 2F (39346.440000 sec): 3 clusters
  Score: Raw -149821.240869 + Penalty 2322.956763 = -147498.284106
  nChanged 68
		SP:Iteration 3F (39346.590000 sec): 3 clusters
  Score: Raw -149907.603442 + Penalty 2322.956763 = -147584.646679
  nChanged 59
		SP:Iteration 4Q (39346.750000 sec): 3 clusters
  Score: Raw -149989.151616 + Penalty 2322.956763 = -147666.194853
  nChanged 80
		SP:Iteration 5F (39346.910000 sec): 3 clusters
  Score: Raw -150093.163296 + Penalty 2322.956763 = -147770.206533
  nChanged 80
		SP:Iteration 6F (39347.080000 sec): 3 clusters
  Score: Raw -150212.878681 + Penalty 2322.956763 = -147889.921918
  nChanged 69
		SP:Iteration 7F (39347.210000 sec): 3 clusters
  Score: Raw -150321.245278 + Penalty 2322.956763 = -147998.288515
  nChanged 68
		SP:Iteration 8F (39347.350000 sec): 3 clusters
  Score: Raw -150439.647197 + Penalty 2322.956763 = -148116.690434
  nChanged 46
		SP:Iteration 9Q (39347.510000 sec): 3 clusters
  Score: Raw -150515.678229 + Penalty 2322.956763 = -148192.721466
  nChanged 40
		SP:Iteration 10Q (39347.660000 sec): 3 clusters
  Score: Raw -150584.378544 + Penalty 2322.956763 = -148261.421781
  nChanged 20
		SP:Iteration 11Q (39347.790000 sec): 3 clusters
  Score: Raw -150605.892516 + Penalty 2322.956763 = -148282.935753
  nChanged 7
		SP:Iteration 12Q (39347.970000 sec): 3 clusters
  Score: Raw -150614.066668 + Penalty 2322.956763 = -148291.109905
  nChanged 3
		SP:Iteration 13Q (39348.140000 sec): 3 clusters
  Score: Raw -150619.755398 + Penalty 2322.956763 = -148296.798634
  nChanged 4
		SP:Iteration 14Q (39348.300000 sec): 3 clusters
  Score: Raw -150622.500406 + Penalty 2322.956763 = -148299.543643
  nChanged 1
		SP:Iteration 15Q (39348.460000 sec): 3 clusters
  Score: Raw -150623.660202 + Penalty 2322.956763 = -148300.703439
  nChanged 1
		SP:Iteration 16Q (39348.620000 sec): 3 clusters
  Score: Raw -150626.304648 + Penalty 2322.956763 = -148303.347884
  nChanged 0
		SP:Iteration 17F (39348.780000 sec): 3 clusters
  Score: Raw -150638.054283 + Penalty 2322.956763 = -148315.097520
  nChanged 1
		SP:Iteration 18Q (39348.940000 sec): 3 clusters
  Score: Raw -150654.015375 + Penalty 2322.956763 = -148331.058611
  nChanged 3
		SP:Iteration 19Q (39349.100000 sec): 3 clusters
  Score: Raw -150670.109250 + Penalty 2322.956763 = -148347.152487
  nChanged 5
		SP:Iteration 20F (39349.260000 sec): 3 clusters
  Score: Raw -150684.551779 + Penalty 2322.956763 = -148361.595016
  nChanged 8
		SP:Iteration 21Q (39349.420000 sec): 3 clusters
  Score: Raw -150694.615044 + Penalty 2322.956763 = -148371.658281
  nChanged 4
		SP:Iteration 22Q (39349.580000 sec): 3 clusters
  Score: Raw -150697.838781 + Penalty 2322.956763 = -148374.882018
  nChanged 3
		SP:Iteration 23Q (39349.740000 sec): 3 clusters
  Score: Raw -150703.047553 + Penalty 2322.956763 = -148380.090790
  nChanged 1
		SP:Iteration 24Q (39349.900000 sec): 3 clusters
  Score: Raw -150703.761950 + Penalty 2322.956763 = -148380.805187
  nChanged 1
		SP:Iteration 25Q (39350.060000 sec): 3 clusters
  Score: Raw -150706.657244 + Penalty 2322.956763 = -148383.700481
  nChanged 0
		SP:Iteration 26F (39350.220000 sec): 3 clusters
  Score: Raw -150706.657244 + Penalty 2322.956763 = -148383.700481
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 49 (316 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (39350.300000 sec): 2 clusters
  Score: Raw -20388.794501 + Penalty 935.308110 = -19453.486392
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (39350.460000 sec): 3 clusters
  Score: Raw -20513.965955 + Penalty 1870.616219 = -18643.349736
  nChanged 85
		SP:Iteration 1F (39350.620000 sec): 3 clusters
  Score: Raw -20830.888708 + Penalty 1870.616219 = -18960.272489
  nChanged 33
		SP:Iteration 2F (39350.780000 sec): 3 clusters
  Score: Raw -20967.103475 + Penalty 1870.616219 = -19096.487255
  nChanged 16
		SP:Iteration 3F (39350.980000 sec): 3 clusters
  Score: Raw -21077.241547 + Penalty 1870.616219 = -19206.625328
  nChanged 12
		SP:Iteration 4Q (39351.130000 sec): 3 clusters
  Score: Raw -21212.358678 + Penalty 1870.616219 = -19341.742458
  nChanged 5
		SP:Iteration 5Q (39351.260000 sec): 3 clusters
  Score: Raw -21270.398719 + Penalty 1870.616219 = -19399.782500
  nChanged 6
		SP:Iteration 6Q (39351.440000 sec): 3 clusters
  Score: Raw -21308.618456 + Penalty 1870.616219 = -19438.002237
  nChanged 6
		SP:Iteration 7Q (39351.590000 sec): 3 clusters
  Score: Raw -21337.398385 + Penalty 1870.616219 = -19466.782166
  nChanged 4
		SP:Iteration 8Q (39351.760000 sec): 3 clusters
  Score: Raw -21348.267242 + Penalty 1870.616219 = -19477.651022
  nChanged 3
		SP:Iteration 9Q (39351.870000 sec): 3 clusters
  Score: Raw -21361.405903 + Penalty 1870.616219 = -19490.789684
  nChanged 4
		SP:Iteration 10Q (39352.010000 sec): 3 clusters
  Score: Raw -21389.480024 + Penalty 1870.616219 = -19518.863804
  nChanged 2
		SP:Iteration 11Q (39352.140000 sec): 3 clusters
  Score: Raw -21398.507312 + Penalty 1870.616219 = -19527.891093
  nChanged 1
		SP:Iteration 12Q (39352.290000 sec): 3 clusters
  Score: Raw -21400.540466 + Penalty 1870.616219 = -19529.924247
  nChanged 0
		SP:Iteration 13F (39352.430000 sec): 3 clusters
  Score: Raw -21400.540466 + Penalty 1870.616219 = -19529.924247
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 76.
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 50 (8306 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (39352.560000 sec): 2 clusters
  Score: Raw -1007354.192784 + Penalty 1466.519181 = -1005887.673602
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (39352.750000 sec): 3 clusters
  Score: Raw -1002746.185444 + Penalty 2933.038363 = -999813.147082
  nChanged 3582
		SP:Iteration 1F (39352.930000 sec): 3 clusters
  Score: Raw -1004718.574603 + Penalty 2933.038363 = -1001785.536240
  nChanged 578
		SP:Iteration 2F (39353.100000 sec): 3 clusters
  Score: Raw -1005026.338773 + Penalty 2933.038363 = -1002093.300410
  nChanged 460
		SP:Iteration 3F (39353.280000 sec): 3 clusters
  Score: Raw -1005250.490418 + Penalty 2933.038363 = -1002317.452055
  nChanged 404
		SP:Iteration 4Q (39353.460000 sec): 3 clusters
  Score: Raw -1005443.573788 + Penalty 2933.038363 = -1002510.535425
  nChanged 372
		SP:Iteration 5Q (39353.640000 sec): 3 clusters
  Score: Raw -1005644.813428 + Penalty 2933.038363 = -1002711.775065
  nChanged 338
		SP:Iteration 6Q (39353.820000 sec): 3 clusters
  Score: Raw -1005831.133697 + Penalty 2933.038363 = -1002898.095335
  nChanged 356
		SP:Iteration 7Q (39354.000000 sec): 3 clusters
  Score: Raw -1006003.403343 + Penalty 2933.038363 = -1003070.364981
  nChanged 302
		SP:Iteration 8Q (39354.170000 sec): 3 clusters
  Score: Raw -1006125.062333 + Penalty 2933.038363 = -1003192.023970
  nChanged 244
		SP:Iteration 9Q (39354.350000 sec): 3 clusters
  Score: Raw -1006203.988184 + Penalty 2933.038363 = -1003270.949821
  nChanged 168
		SP:Iteration 10Q (39354.560000 sec): 3 clusters
  Score: Raw -1006254.224408 + Penalty 2933.038363 = -1003321.186045
  nChanged 134
		SP:Iteration 11Q (39354.780000 sec): 3 clusters
  Score: Raw -1006292.453407 + Penalty 2933.038363 = -1003359.415045
  nChanged 115
		SP:Iteration 12Q (39354.970000 sec): 3 clusters
  Score: Raw -1006325.200761 + Penalty 2933.038363 = -1003392.162398
  nChanged 106
		SP:Iteration 13Q (39355.190000 sec): 3 clusters
  Score: Raw -1006347.658076 + Penalty 2933.038363 = -1003414.619713
  nChanged 87
		SP:Iteration 14Q (39355.320000 sec): 3 clusters
  Score: Raw -1006365.520031 + Penalty 2933.038363 = -1003432.481668
  nChanged 68
		SP:Iteration 15Q (39355.490000 sec): 3 clusters
  Score: Raw -1006379.605453 + Penalty 2933.038363 = -1003446.567090
  nChanged 57
		SP:Iteration 16Q (39355.670000 sec): 3 clusters
  Score: Raw -1006390.616493 + Penalty 2933.038363 = -1003457.578130
  nChanged 50
		SP:Iteration 17Q (39355.850000 sec): 3 clusters
  Score: Raw -1006399.364015 + Penalty 2933.038363 = -1003466.325652
  nChanged 45
		SP:Iteration 18Q (39356.030000 sec): 3 clusters
  Score: Raw -1006407.485427 + Penalty 2933.038363 = -1003474.447064
  nChanged 38
		SP:Iteration 19Q (39356.210000 sec): 3 clusters
  Score: Raw -1006414.290301 + Penalty 2933.038363 = -1003481.251938
  nChanged 34
		SP:Iteration 20F (39356.400000 sec): 3 clusters
  Score: Raw -1006419.214581 + Penalty 2933.038363 = -1003486.176218
  nChanged 27
		SP:Iteration 21Q (39356.580000 sec): 3 clusters
  Score: Raw -1006423.689205 + Penalty 2933.038363 = -1003490.650842
  nChanged 27
		SP:Iteration 22Q (39356.800000 sec): 3 clusters
  Score: Raw -1006428.290682 + Penalty 2933.038363 = -1003495.252319
  nChanged 27
		SP:Iteration 23Q (39356.970000 sec): 3 clusters
  Score: Raw -1006433.963769 + Penalty 2933.038363 = -1003500.925406
  nChanged 31
		SP:Iteration 24Q (39357.190000 sec): 3 clusters
  Score: Raw -1006439.313794 + Penalty 2933.038363 = -1003506.275431
  nChanged 24
		SP:Iteration 25Q (39357.370000 sec): 3 clusters
  Score: Raw -1006443.060837 + Penalty 2933.038363 = -1003510.022474
  nChanged 20
		SP:Iteration 26Q (39357.560000 sec): 3 clusters
  Score: Raw -1006445.651264 + Penalty 2933.038363 = -1003512.612901
  nChanged 18
		SP:Iteration 27Q (39357.800000 sec): 3 clusters
  Score: Raw -1006448.128644 + Penalty 2933.038363 = -1003515.090281
  nChanged 11
		SP:Iteration 28Q (39357.990000 sec): 3 clusters
  Score: Raw -1006449.360757 + Penalty 2933.038363 = -1003516.322394
  nChanged 10
		SP:Iteration 29Q (39358.180000 sec): 3 clusters
  Score: Raw -1006450.315109 + Penalty 2933.038363 = -1003517.276746
  nChanged 7
		SP:Iteration 30Q (39358.390000 sec): 3 clusters
  Score: Raw -1006450.932769 + Penalty 2933.038363 = -1003517.894406
  nChanged 5
		SP:Iteration 31Q (39358.570000 sec): 3 clusters
  Score: Raw -1006451.248152 + Penalty 2933.038363 = -1003518.209789
  nChanged 7
		SP:Iteration 32Q (39358.730000 sec): 3 clusters
  Score: Raw -1006451.939609 + Penalty 2933.038363 = -1003518.901246
  nChanged 5
		SP:Iteration 33Q (39358.890000 sec): 3 clusters
  Score: Raw -1006452.592981 + Penalty 2933.038363 = -1003519.554618
  nChanged 7
		SP:Iteration 34Q (39359.150000 sec): 3 clusters
  Score: Raw -1006453.597751 + Penalty 2933.038363 = -1003520.559388
  nChanged 5
		SP:Iteration 35Q (39359.290000 sec): 3 clusters
  Score: Raw -1006453.974959 + Penalty 2933.038363 = -1003520.936596
  nChanged 1
		SP:Iteration 36Q (39359.470000 sec): 3 clusters
  Score: Raw -1006454.207967 + Penalty 2933.038363 = -1003521.169604
  nChanged 4
		SP:Iteration 37Q (39359.650000 sec): 3 clusters
  Score: Raw -1006454.676493 + Penalty 2933.038363 = -1003521.638131
  nChanged 5
		SP:Iteration 38Q (39359.830000 sec): 3 clusters
  Score: Raw -1006455.125742 + Penalty 2933.038363 = -1003522.087380
  nChanged 5
		SP:Iteration 39Q (39360.010000 sec): 3 clusters
  Score: Raw -1006455.660188 + Penalty 2933.038363 = -1003522.621825
  nChanged 4
		SP:Iteration 40F (39360.190000 sec): 3 clusters
  Score: Raw -1006456.234295 + Penalty 2933.038363 = -1003523.195932
  nChanged 6
		SP:Iteration 41Q (39360.440000 sec): 3 clusters
  Score: Raw -1006457.572504 + Penalty 2933.038363 = -1003524.534142
  nChanged 12
		SP:Iteration 42Q (39360.630000 sec): 3 clusters
  Score: Raw -1006459.319133 + Penalty 2933.038363 = -1003526.280770
  nChanged 14
		SP:Iteration 43Q (39360.810000 sec): 3 clusters
  Score: Raw -1006461.218596 + Penalty 2933.038363 = -1003528.180233
  nChanged 9
		SP:Iteration 44Q (39360.990000 sec): 3 clusters
  Score: Raw -1006462.332367 + Penalty 2933.038363 = -1003529.294004
  nChanged 11
		SP:Iteration 45Q (39361.170000 sec): 3 clusters
  Score: Raw -1006463.559590 + Penalty 2933.038363 = -1003530.521227
  nChanged 10
		SP:Iteration 46Q (39361.390000 sec): 3 clusters
  Score: Raw -1006464.576655 + Penalty 2933.038363 = -1003531.538292
  nChanged 5
		SP:Iteration 47Q (39361.590000 sec): 3 clusters
  Score: Raw -1006465.302304 + Penalty 2933.038363 = -1003532.263941
  nChanged 6
		SP:Iteration 48Q (39361.780000 sec): 3 clusters
  Score: Raw -1006465.959333 + Penalty 2933.038363 = -1003532.920970
  nChanged 7
		SP:Iteration 49Q (39361.940000 sec): 3 clusters
  Score: Raw -1006466.943843 + Penalty 2933.038363 = -1003533.905480
  nChanged 5
		SP:Iteration 50Q (39362.140000 sec): 3 clusters
  Score: Raw -1006467.361556 + Penalty 2933.038363 = -1003534.323193
  nChanged 5
		SP:Iteration 51Q (39362.360000 sec): 3 clusters
  Score: Raw -1006468.079371 + Penalty 2933.038363 = -1003535.041008
  nChanged 7
		SP:Iteration 52Q (39362.550000 sec): 3 clusters
  Score: Raw -1006468.653700 + Penalty 2933.038363 = -1003535.615337
  nChanged 4
		SP:Iteration 53Q (39362.720000 sec): 3 clusters
  Score: Raw -1006468.958637 + Penalty 2933.038363 = -1003535.920274
  nChanged 2
		SP:Iteration 54Q (39362.900000 sec): 3 clusters
  Score: Raw -1006469.109108 + Penalty 2933.038363 = -1003536.070745
  nChanged 0
		SP:Iteration 55F (39363.120000 sec): 3 clusters
  Score: Raw -1006469.109108 + Penalty 2933.038363 = -1003536.070745
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 51 (394 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (39363.190000 sec): 2 clusters
  Score: Raw -37783.255485 + Penalty 971.157023 = -36812.098462
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (39363.350000 sec): 3 clusters
  Score: Raw -37883.050899 + Penalty 1942.314046 = -35940.736853
  nChanged 82
		SP:Iteration 1F (39363.510000 sec): 3 clusters
  Score: Raw -38086.089463 + Penalty 1942.314046 = -36143.775417
  nChanged 35
		SP:Iteration 2F (39363.670000 sec): 3 clusters
  Score: Raw -38223.808248 + Penalty 1942.314046 = -36281.494203
  nChanged 14
		SP:Iteration 3Q (39363.830000 sec): 3 clusters
  Score: Raw -38280.182257 + Penalty 1942.314046 = -36337.868211
  nChanged 10
		SP:Iteration 4Q (39363.990000 sec): 3 clusters
  Score: Raw -38315.267204 + Penalty 1942.314046 = -36372.953158
  nChanged 9
		SP:Iteration 5Q (39364.150000 sec): 3 clusters
  Score: Raw -38349.661854 + Penalty 1942.314046 = -36407.347809
  nChanged 9
		SP:Iteration 6Q (39364.310000 sec): 3 clusters
  Score: Raw -38388.814082 + Penalty 1942.314046 = -36446.500036
  nChanged 3
		SP:Iteration 7Q (39364.470000 sec): 3 clusters
  Score: Raw -38392.479312 + Penalty 1942.314046 = -36450.165266
  nChanged 1
		SP:Iteration 8Q (39364.630000 sec): 3 clusters
  Score: Raw -38396.705523 + Penalty 1942.314046 = -36454.391477
  nChanged 1
		SP:Iteration 9Q (39364.790000 sec): 3 clusters
  Score: Raw -38400.885243 + Penalty 1942.314046 = -36458.571198
  nChanged 3
		SP:Iteration 10Q (39364.950000 sec): 3 clusters
  Score: Raw -38404.876812 + Penalty 1942.314046 = -36462.562766
  nChanged 0
		SP:Iteration 11F (39365.110000 sec): 3 clusters
  Score: Raw -38404.876812 + Penalty 1942.314046 = -36462.562766
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 52 (70 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (39365.190000 sec): 2 clusters
  Score: Raw -8367.593386 + Penalty 690.380477 = -7677.212909
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (39365.350000 sec): 3 clusters
  Score: Raw -8674.238695 + Penalty 1380.760954 = -7293.477742
  nChanged 1
		SP:Iteration 1Q (39365.510000 sec): 3 clusters
  Score: Raw -8703.562318 + Penalty 1380.760954 = -7322.801365
  nChanged 0
		SP:Iteration 2F (39365.660000 sec): 3 clusters
  Score: Raw -8703.562318 + Penalty 1380.760954 = -7322.801365
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 53 (12740 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (39365.820000 sec): 2 clusters
  Score: Raw -1555811.002561 + Penalty 1536.031563 = -1554274.970997
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (39366.030000 sec): 3 clusters
  Score: Raw -1548426.647363 + Penalty 3072.063127 = -1545354.584236
  nChanged 5586
		SP:Iteration 1F (39366.330000 sec): 3 clusters
  Score: Raw -1551381.071148 + Penalty 3072.063127 = -1548309.008021
  nChanged 743
		SP:Iteration 2F (39366.560000 sec): 3 clusters
  Score: Raw -1551695.130444 + Penalty 3072.063127 = -1548623.067317
  nChanged 719
		SP:Iteration 3F (39366.800000 sec): 3 clusters
  Score: Raw -1552032.051771 + Penalty 3072.063127 = -1548959.988644
  nChanged 714
		SP:Iteration 4F (39367.040000 sec): 3 clusters
  Score: Raw -1552423.542602 + Penalty 3072.063127 = -1549351.479475
  nChanged 726
		SP:Iteration 5F (39367.290000 sec): 3 clusters
  Score: Raw -1552860.195001 + Penalty 3072.063127 = -1549788.131874
  nChanged 716
		SP:Iteration 6F (39367.530000 sec): 3 clusters
  Score: Raw -1553369.535754 + Penalty 3072.063127 = -1550297.472627
  nChanged 792
		SP:Iteration 7F (39367.780000 sec): 3 clusters
  Score: Raw -1553972.415620 + Penalty 3072.063127 = -1550900.352493
  nChanged 692
		SP:Iteration 8F (39368.040000 sec): 3 clusters
  Score: Raw -1554550.963411 + Penalty 3072.063127 = -1551478.900284
  nChanged 561
		SP:Iteration 9Q (39368.320000 sec): 3 clusters
  Score: Raw -1554996.047286 + Penalty 3072.063127 = -1551923.984159
  nChanged 394
		SP:Iteration 10Q (39368.570000 sec): 3 clusters
  Score: Raw -1555310.845863 + Penalty 3072.063127 = -1552238.782736
  nChanged 276
		SP:Iteration 11Q (39368.830000 sec): 3 clusters
  Score: Raw -1555531.940047 + Penalty 3072.063127 = -1552459.876920
  nChanged 200
		SP:Iteration 12Q (39369.070000 sec): 3 clusters
  Score: Raw -1555705.670883 + Penalty 3072.063127 = -1552633.607757
  nChanged 124
		SP:Iteration 13Q (39369.270000 sec): 3 clusters
  Score: Raw -1555808.299688 + Penalty 3072.063127 = -1552736.236561
  nChanged 80
		SP:Iteration 14Q (39369.490000 sec): 3 clusters
  Score: Raw -1555871.090387 + Penalty 3072.063127 = -1552799.027260
  nChanged 56
		SP:Iteration 15Q (39369.730000 sec): 3 clusters
  Score: Raw -1555912.979685 + Penalty 3072.063127 = -1552840.916558
  nChanged 44
		SP:Iteration 16Q (39369.950000 sec): 3 clusters
  Score: Raw -1555946.346337 + Penalty 3072.063127 = -1552874.283210
  nChanged 31
		SP:Iteration 17Q (39370.210000 sec): 3 clusters
  Score: Raw -1555971.387154 + Penalty 3072.063127 = -1552899.324027
  nChanged 24
		SP:Iteration 18Q (39370.460000 sec): 3 clusters
  Score: Raw -1555990.667037 + Penalty 3072.063127 = -1552918.603910
  nChanged 16
		SP:Iteration 19Q (39370.670000 sec): 3 clusters
  Score: Raw -1556003.028297 + Penalty 3072.063127 = -1552930.965170
  nChanged 9
		SP:Iteration 20F (39370.890000 sec): 3 clusters
  Score: Raw -1556009.572644 + Penalty 3072.063127 = -1552937.509517
  nChanged 8
		SP:Iteration 21Q (39371.150000 sec): 3 clusters
  Score: Raw -1556014.460318 + Penalty 3072.063127 = -1552942.397191
  nChanged 5
		SP:Iteration 22Q (39371.370000 sec): 3 clusters
  Score: Raw -1556018.858420 + Penalty 3072.063127 = -1552946.795293
  nChanged 4
		SP:Iteration 23Q (39371.630000 sec): 3 clusters
  Score: Raw -1556022.413641 + Penalty 3072.063127 = -1552950.350514
  nChanged 5
		SP:Iteration 24Q (39371.890000 sec): 3 clusters
  Score: Raw -1556026.916621 + Penalty 3072.063127 = -1552954.853494
  nChanged 7
		SP:Iteration 25Q (39372.150000 sec): 3 clusters
  Score: Raw -1556030.481834 + Penalty 3072.063127 = -1552958.418707
  nChanged 4
		SP:Iteration 26Q (39372.380000 sec): 3 clusters
  Score: Raw -1556032.851848 + Penalty 3072.063127 = -1552960.788721
  nChanged 2
		SP:Iteration 27Q (39372.590000 sec): 3 clusters
  Score: Raw -1556034.751464 + Penalty 3072.063127 = -1552962.688337
  nChanged 2
		SP:Iteration 28Q (39372.780000 sec): 3 clusters
  Score: Raw -1556035.567274 + Penalty 3072.063127 = -1552963.504147
  nChanged 0
		SP:Iteration 29F (39372.970000 sec): 3 clusters
  Score: Raw -1556035.567274 + Penalty 3072.063127 = -1552963.504147
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 54 (293 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (39373.100000 sec): 2 clusters
  Score: Raw -26892.379013 + Penalty 923.028049 = -25969.350964
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (39373.250000 sec): 3 clusters
  Score: Raw -26943.509461 + Penalty 1846.056098 = -25097.453363
  nChanged 59
		SP:Iteration 1F (39373.410000 sec): 3 clusters
  Score: Raw -27094.685192 + Penalty 1846.056098 = -25248.629094
  nChanged 15
		SP:Iteration 2F (39373.560000 sec): 3 clusters
  Score: Raw -27149.476104 + Penalty 1846.056098 = -25303.420006
  nChanged 10
		SP:Iteration 3Q (39373.700000 sec): 3 clusters
  Score: Raw -27189.674488 + Penalty 1846.056098 = -25343.618390
  nChanged 5
		SP:Iteration 4Q (39373.840000 sec): 3 clusters
  Score: Raw -27202.192678 + Penalty 1846.056098 = -25356.136580
  nChanged 4
		SP:Iteration 5Q (39373.990000 sec): 3 clusters
  Score: Raw -27217.580554 + Penalty 1846.056098 = -25371.524456
  nChanged 5
		SP:Iteration 6Q (39374.130000 sec): 3 clusters
  Score: Raw -27247.899773 + Penalty 1846.056098 = -25401.843675
  nChanged 4
		SP:Iteration 7Q (39374.270000 sec): 3 clusters
  Score: Raw -27258.417116 + Penalty 1846.056098 = -25412.361018
  nChanged 4
		SP:Iteration 8Q (39374.420000 sec): 3 clusters
  Score: Raw -27267.093106 + Penalty 1846.056098 = -25421.037009
  nChanged 2
		SP:Iteration 9Q (39374.560000 sec): 3 clusters
  Score: Raw -27274.033955 + Penalty 1846.056098 = -25427.977857
  nChanged 5
		SP:Iteration 10Q (39374.710000 sec): 3 clusters
  Score: Raw -27292.866552 + Penalty 1846.056098 = -25446.810454
  nChanged 10
		SP:Iteration 11Q (39374.850000 sec): 3 clusters
  Score: Raw -27329.850400 + Penalty 1846.056098 = -25483.794302
  nChanged 6
		SP:Iteration 12Q (39374.990000 sec): 3 clusters
  Score: Raw -27346.784767 + Penalty 1846.056098 = -25500.728669
  nChanged 3
		SP:Iteration 13Q (39375.140000 sec): 3 clusters
  Score: Raw -27353.174893 + Penalty 1846.056098 = -25507.118795
  nChanged 3
		SP:Iteration 14Q (39375.280000 sec): 3 clusters
  Score: Raw -27362.778081 + Penalty 1846.056098 = -25516.721983
  nChanged 4
		SP:Iteration 15Q (39375.430000 sec): 3 clusters
  Score: Raw -27377.881103 + Penalty 1846.056098 = -25531.825005
  nChanged 2
		SP:Iteration 16Q (39375.570000 sec): 3 clusters
  Score: Raw -27384.268377 + Penalty 1846.056098 = -25538.212279
  nChanged 1
		SP:Iteration 17Q (39375.710000 sec): 3 clusters
  Score: Raw -27385.373795 + Penalty 1846.056098 = -25539.317697
  nChanged 0
		SP:Iteration 18F (39375.860000 sec): 3 clusters
  Score: Raw -27385.373795 + Penalty 1846.056098 = -25539.317697
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 55 (9069 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (39375.950000 sec): 2 clusters
  Score: Raw -1138376.772295 + Penalty 1480.800309 = -1136895.971986
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (39376.160000 sec): 3 clusters
  Score: Raw -1133259.367705 + Penalty 2961.600617 = -1130297.767088
  nChanged 3895
		SP:Iteration 1F (39376.360000 sec): 3 clusters
  Score: Raw -1135357.287913 + Penalty 2961.600617 = -1132395.687295
  nChanged 522
		SP:Iteration 2F (39376.520000 sec): 3 clusters
  Score: Raw -1135589.655671 + Penalty 2961.600617 = -1132628.055054
  nChanged 413
		SP:Iteration 3Q (39376.740000 sec): 3 clusters
  Score: Raw -1135755.005939 + Penalty 2961.600617 = -1132793.405322
  nChanged 341
		SP:Iteration 4Q (39376.940000 sec): 3 clusters
  Score: Raw -1135879.832134 + Penalty 2961.600617 = -1132918.231517
  nChanged 312
		SP:Iteration 5Q (39377.150000 sec): 3 clusters
  Score: Raw -1136000.130603 + Penalty 2961.600617 = -1133038.529986
  nChanged 304
		SP:Iteration 6Q (39377.420000 sec): 3 clusters
  Score: Raw -1136107.996677 + Penalty 2961.600617 = -1133146.396060
  nChanged 275
		SP:Iteration 7Q (39377.670000 sec): 3 clusters
  Score: Raw -1136195.672731 + Penalty 2961.600617 = -1133234.072114
  nChanged 227
		SP:Iteration 8Q (39377.810000 sec): 3 clusters
  Score: Raw -1136272.870883 + Penalty 2961.600617 = -1133311.270266
  nChanged 224
		SP:Iteration 9Q (39378.020000 sec): 3 clusters
  Score: Raw -1136342.878931 + Penalty 2961.600617 = -1133381.278314
  nChanged 214
		SP:Iteration 10Q (39378.200000 sec): 3 clusters
  Score: Raw -1136401.073481 + Penalty 2961.600617 = -1133439.472863
  nChanged 191
		SP:Iteration 11Q (39378.370000 sec): 3 clusters
  Score: Raw -1136450.571347 + Penalty 2961.600617 = -1133488.970730
  nChanged 157
		SP:Iteration 12Q (39378.540000 sec): 3 clusters
  Score: Raw -1136489.285637 + Penalty 2961.600617 = -1133527.685020
  nChanged 129
		SP:Iteration 13Q (39378.720000 sec): 3 clusters
  Score: Raw -1136517.249241 + Penalty 2961.600617 = -1133555.648624
  nChanged 115
		SP:Iteration 14Q (39378.930000 sec): 3 clusters
  Score: Raw -1136542.019049 + Penalty 2961.600617 = -1133580.418432
  nChanged 108
		SP:Iteration 15Q (39379.140000 sec): 3 clusters
  Score: Raw -1136566.314968 + Penalty 2961.600617 = -1133604.714351
  nChanged 106
		SP:Iteration 16Q (39379.320000 sec): 3 clusters
  Score: Raw -1136590.951395 + Penalty 2961.600617 = -1133629.350778
  nChanged 96
		SP:Iteration 17Q (39379.510000 sec): 3 clusters
  Score: Raw -1136609.587578 + Penalty 2961.600617 = -1133647.986961
  nChanged 97
		SP:Iteration 18Q (39379.710000 sec): 3 clusters
  Score: Raw -1136637.778453 + Penalty 2961.600617 = -1133676.177836
  nChanged 130
		SP:Iteration 19Q (39379.920000 sec): 3 clusters
  Score: Raw -1136670.468003 + Penalty 2961.600617 = -1133708.867385
  nChanged 121
		SP:Iteration 20F (39380.150000 sec): 3 clusters
  Score: Raw -1136704.965155 + Penalty 2961.600617 = -1133743.364538
  nChanged 135
		SP:Iteration 21Q (39380.330000 sec): 3 clusters
  Score: Raw -1136750.824506 + Penalty 2961.600617 = -1133789.223888
  nChanged 147
		SP:Iteration 22Q (39380.490000 sec): 3 clusters
  Score: Raw -1136795.902121 + Penalty 2961.600617 = -1133834.301503
  nChanged 133
		SP:Iteration 23Q (39380.670000 sec): 3 clusters
  Score: Raw -1136841.703904 + Penalty 2961.600617 = -1133880.103287
  nChanged 149
		SP:Iteration 24Q (39380.850000 sec): 3 clusters
  Score: Raw -1136891.219387 + Penalty 2961.600617 = -1133929.618770
  nChanged 154
		SP:Iteration 25Q (39381.020000 sec): 3 clusters
  Score: Raw -1136943.103974 + Penalty 2961.600617 = -1133981.503357
  nChanged 150
		SP:Iteration 26Q (39381.190000 sec): 3 clusters
  Score: Raw -1136998.024142 + Penalty 2961.600617 = -1134036.423525
  nChanged 171
		SP:Iteration 27Q (39381.370000 sec): 3 clusters
  Score: Raw -1137074.861204 + Penalty 2961.600617 = -1134113.260587
  nChanged 184
		SP:Iteration 28Q (39381.560000 sec): 3 clusters
  Score: Raw -1137166.592857 + Penalty 2961.600617 = -1134204.992240
  nChanged 217
		SP:Iteration 29Q (39381.740000 sec): 3 clusters
  Score: Raw -1137294.508180 + Penalty 2961.600617 = -1134332.907562
  nChanged 233
		SP:Iteration 30Q (39381.910000 sec): 3 clusters
  Score: Raw -1137441.312605 + Penalty 2961.600617 = -1134479.711988
  nChanged 234
		SP:Iteration 31Q (39382.140000 sec): 3 clusters
  Score: Raw -1137602.401533 + Penalty 2961.600617 = -1134640.800916
  nChanged 207
		SP:Iteration 32Q (39382.300000 sec): 3 clusters
  Score: Raw -1137752.724310 + Penalty 2961.600617 = -1134791.123693
  nChanged 183
		SP:Iteration 33Q (39382.480000 sec): 3 clusters
  Score: Raw -1137919.877813 + Penalty 2961.600617 = -1134958.277196
  nChanged 173
		SP:Iteration 34Q (39382.650000 sec): 3 clusters
  Score: Raw -1138110.017752 + Penalty 2961.600617 = -1135148.417135
  nChanged 149
		SP:Iteration 35Q (39382.830000 sec): 3 clusters
  Score: Raw -1138253.008474 + Penalty 2961.600617 = -1135291.407857
  nChanged 130
		SP:Iteration 36Q (39383.000000 sec): 3 clusters
  Score: Raw -1138331.294728 + Penalty 2961.600617 = -1135369.694110
  nChanged 89
		SP:Iteration 37Q (39383.180000 sec): 3 clusters
  Score: Raw -1138372.722897 + Penalty 2961.600617 = -1135411.122279
  nChanged 74
		SP:Iteration 38Q (39383.420000 sec): 3 clusters
  Score: Raw -1138409.038839 + Penalty 2961.600617 = -1135447.438222
  nChanged 58
		SP:Iteration 39Q (39383.580000 sec): 3 clusters
  Score: Raw -1138436.737338 + Penalty 2961.600617 = -1135475.136721
  nChanged 60
		SP:Iteration 40F (39383.800000 sec): 3 clusters
  Score: Raw -1138458.529558 + Penalty 2961.600617 = -1135496.928941
  nChanged 41
		SP:Iteration 41Q (39384.000000 sec): 3 clusters
  Score: Raw -1138472.662429 + Penalty 2961.600617 = -1135511.061812
  nChanged 33
		SP:Iteration 42Q (39384.200000 sec): 3 clusters
  Score: Raw -1138482.567477 + Penalty 2961.600617 = -1135520.966860
  nChanged 29
		SP:Iteration 43Q (39384.410000 sec): 3 clusters
  Score: Raw -1138494.341895 + Penalty 2961.600617 = -1135532.741278
  nChanged 25
		SP:Iteration 44Q (39384.610000 sec): 3 clusters
  Score: Raw -1138500.753888 + Penalty 2961.600617 = -1135539.153271
  nChanged 14
		SP:Iteration 45Q (39384.760000 sec): 3 clusters
  Score: Raw -1138504.301987 + Penalty 2961.600617 = -1135542.701370
  nChanged 6
		SP:Iteration 46Q (39384.930000 sec): 3 clusters
  Score: Raw -1138505.846230 + Penalty 2961.600617 = -1135544.245613
  nChanged 6
		SP:Iteration 47Q (39385.120000 sec): 3 clusters
  Score: Raw -1138507.700728 + Penalty 2961.600617 = -1135546.100111
  nChanged 7
		SP:Iteration 48Q (39385.280000 sec): 3 clusters
  Score: Raw -1138509.823570 + Penalty 2961.600617 = -1135548.222953
  nChanged 5
		SP:Iteration 49Q (39385.440000 sec): 3 clusters
  Score: Raw -1138510.770437 + Penalty 2961.600617 = -1135549.169820
  nChanged 4
		SP:Iteration 50Q (39385.600000 sec): 3 clusters
  Score: Raw -1138511.233561 + Penalty 2961.600617 = -1135549.632944
  nChanged 2
		SP:Iteration 51Q (39385.800000 sec): 3 clusters
  Score: Raw -1138511.424215 + Penalty 2961.600617 = -1135549.823598
  nChanged 1
		SP:Iteration 52Q (39385.960000 sec): 3 clusters
  Score: Raw -1138511.809049 + Penalty 2961.600617 = -1135550.208432
  nChanged 2
		SP:Iteration 53Q (39386.120000 sec): 3 clusters
  Score: Raw -1138512.490973 + Penalty 2961.600617 = -1135550.890356
  nChanged 6
		SP:Iteration 54Q (39386.280000 sec): 3 clusters
  Score: Raw -1138513.663799 + Penalty 2961.600617 = -1135552.063182
  nChanged 3
		SP:Iteration 55Q (39386.480000 sec): 3 clusters
  Score: Raw -1138514.659594 + Penalty 2961.600617 = -1135553.058977
  nChanged 5
		SP:Iteration 56Q (39386.640000 sec): 3 clusters
  Score: Raw -1138516.341265 + Penalty 2961.600617 = -1135554.740648
  nChanged 10
		SP:Iteration 57Q (39386.880000 sec): 3 clusters
  Score: Raw -1138519.713791 + Penalty 2961.600617 = -1135558.113174
  nChanged 11
		SP:Iteration 58Q (39387.060000 sec): 3 clusters
  Score: Raw -1138521.634346 + Penalty 2961.600617 = -1135560.033729
  nChanged 4
		SP:Iteration 59Q (39387.260000 sec): 3 clusters
  Score: Raw -1138522.428518 + Penalty 2961.600617 = -1135560.827901
  nChanged 5
		SP:Iteration 60F (39387.510000 sec): 3 clusters
  Score: Raw -1138523.665788 + Penalty 2961.600617 = -1135562.065171
  nChanged 3
		SP:Iteration 61Q (39387.710000 sec): 3 clusters
  Score: Raw -1138524.020416 + Penalty 2961.600617 = -1135562.419799
  nChanged 3
		SP:Iteration 62Q (39387.880000 sec): 3 clusters
  Score: Raw -1138524.411636 + Penalty 2961.600617 = -1135562.811019
  nChanged 3
		SP:Iteration 63Q (39388.060000 sec): 3 clusters
  Score: Raw -1138524.776919 + Penalty 2961.600617 = -1135563.176302
  nChanged 2
		SP:Iteration 64Q (39388.230000 sec): 3 clusters
  Score: Raw -1138524.974319 + Penalty 2961.600617 = -1135563.373702
  nChanged 1
		SP:Iteration 65Q (39388.400000 sec): 3 clusters
  Score: Raw -1138525.091232 + Penalty 2961.600617 = -1135563.490615
  nChanged 3
		SP:Iteration 66Q (39388.580000 sec): 3 clusters
  Score: Raw -1138525.687319 + Penalty 2961.600617 = -1135564.086702
  nChanged 6
		SP:Iteration 67Q (39388.760000 sec): 3 clusters
  Score: Raw -1138526.740854 + Penalty 2961.600617 = -1135565.140237
  nChanged 3
		SP:Iteration 68Q (39388.940000 sec): 3 clusters
  Score: Raw -1138527.096244 + Penalty 2961.600617 = -1135565.495627
  nChanged 2
		SP:Iteration 69Q (39389.130000 sec): 3 clusters
  Score: Raw -1138527.404436 + Penalty 2961.600617 = -1135565.803819
  nChanged 2
		SP:Iteration 70Q (39389.310000 sec): 3 clusters
  Score: Raw -1138527.780138 + Penalty 2961.600617 = -1135566.179521
  nChanged 2
		SP:Iteration 71Q (39389.520000 sec): 3 clusters
  Score: Raw -1138528.168652 + Penalty 2961.600617 = -1135566.568035
  nChanged 2
		SP:Iteration 72Q (39389.660000 sec): 3 clusters
  Score: Raw -1138528.541788 + Penalty 2961.600617 = -1135566.941171
  nChanged 2
		SP:Iteration 73Q (39389.840000 sec): 3 clusters
  Score: Raw -1138528.961921 + Penalty 2961.600617 = -1135567.361304
  nChanged 1
		SP:Iteration 74Q (39390.010000 sec): 3 clusters
  Score: Raw -1138529.200378 + Penalty 2961.600617 = -1135567.599761
  nChanged 0
		SP:Iteration 75F (39390.220000 sec): 3 clusters
  Score: Raw -1138529.200378 + Penalty 2961.600617 = -1135567.599761
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 56 (165 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (39390.270000 sec): 2 clusters
  Score: Raw -19829.774858 + Penalty 829.716140 = -19000.058718
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (39390.460000 sec): 3 clusters
  Score: Raw -19982.222915 + Penalty 1659.432279 = -18322.790636
  nChanged 10
		SP:Iteration 1F (39390.590000 sec): 3 clusters
  Score: Raw -20014.900258 + Penalty 1659.432279 = -18355.467979
  nChanged 4
		SP:Iteration 2Q (39390.780000 sec): 3 clusters
  Score: Raw -20022.945916 + Penalty 1659.432279 = -18363.513637
  nChanged 2
		SP:Iteration 3Q (39390.910000 sec): 3 clusters
  Score: Raw -20031.418091 + Penalty 1659.432279 = -18371.985812
  nChanged 3
		SP:Iteration 4Q (39391.080000 sec): 3 clusters
  Score: Raw -20050.624082 + Penalty 1659.432279 = -18391.191803
  nChanged 1
		SP:Iteration 5Q (39391.200000 sec): 3 clusters
  Score: Raw -20053.216598 + Penalty 1659.432279 = -18393.784319
  nChanged 0
		SP:Iteration 6F (39391.340000 sec): 3 clusters
  Score: Raw -20053.216598 + Penalty 1659.432279 = -18393.784319
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 57 (33838 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (39391.640000 sec): 2 clusters
  Score: Raw -4096109.494321 + Penalty 1694.767703 = -4094414.726618
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (39392.030000 sec): 3 clusters
  Score: Raw -4075247.481056 + Penalty 3389.535406 = -4071857.945650
  nChanged 15485
		SP:Iteration 1F (39392.380000 sec): 3 clusters
  Score: Raw -4083842.195728 + Penalty 3389.535406 = -4080452.660323
  nChanged 1398
		SP:Iteration 2Q (39392.740000 sec): 3 clusters
  Score: Raw -4084245.220339 + Penalty 3389.535406 = -4080855.684933
  nChanged 1302
		SP:Iteration 3Q (39393.140000 sec): 3 clusters
  Score: Raw -4084630.403828 + Penalty 3389.535406 = -4081240.868422
  nChanged 1246
		SP:Iteration 4Q (39393.510000 sec): 3 clusters
  Score: Raw -4085005.307516 + Penalty 3389.535406 = -4081615.772110
  nChanged 1242
		SP:Iteration 5Q (39393.860000 sec): 3 clusters
  Score: Raw -4085444.916761 + Penalty 3389.535406 = -4082055.381355
  nChanged 1413
		SP:Iteration 6Q (39394.210000 sec): 3 clusters
  Score: Raw -4086032.980561 + Penalty 3389.535406 = -4082643.445156
  nChanged 1703
		SP:Iteration 7F (39394.640000 sec): 3 clusters
  Score: Raw -4086935.337354 + Penalty 3389.535406 = -4083545.801948
  nChanged 2045
		SP:Iteration 8F (39395.020000 sec): 3 clusters
  Score: Raw -4088206.510832 + Penalty 3389.535406 = -4084816.975426
  nChanged 2302
		SP:Iteration 9F (39395.400000 sec): 3 clusters
  Score: Raw -4089979.676931 + Penalty 3389.535406 = -4086590.141525
  nChanged 2278
		SP:Iteration 10F (39395.860000 sec): 3 clusters
  Score: Raw -4092004.268834 + Penalty 3389.535406 = -4088614.733428
  nChanged 1862
		SP:Iteration 11F (39396.240000 sec): 3 clusters
  Score: Raw -4093878.422920 + Penalty 3389.535406 = -4090488.887515
  nChanged 1128
		SP:Iteration 12Q (39396.540000 sec): 3 clusters
  Score: Raw -4095023.013679 + Penalty 3389.535406 = -4091633.478274
  nChanged 612
		SP:Iteration 13Q (39396.820000 sec): 3 clusters
  Score: Raw -4095586.722704 + Penalty 3389.535406 = -4092197.187299
  nChanged 420
		SP:Iteration 14Q (39397.120000 sec): 3 clusters
  Score: Raw -4095856.209987 + Penalty 3389.535406 = -4092466.674581
  nChanged 269
		SP:Iteration 15Q (39397.450000 sec): 3 clusters
  Score: Raw -4096021.035481 + Penalty 3389.535406 = -4092631.500075
  nChanged 191
		SP:Iteration 16Q (39397.780000 sec): 3 clusters
  Score: Raw -4096125.312669 + Penalty 3389.535406 = -4092735.777263
  nChanged 145
		SP:Iteration 17Q (39398.190000 sec): 3 clusters
  Score: Raw -4096189.844529 + Penalty 3389.535406 = -4092800.309124
  nChanged 99
		SP:Iteration 18Q (39398.540000 sec): 3 clusters
  Score: Raw -4096231.507050 + Penalty 3389.535406 = -4092841.971644
  nChanged 74
		SP:Iteration 19Q (39398.920000 sec): 3 clusters
  Score: Raw -4096260.521103 + Penalty 3389.535406 = -4092870.985697
  nChanged 68
		SP:Iteration 20F (39399.240000 sec): 3 clusters
  Score: Raw -4096286.347015 + Penalty 3389.535406 = -4092896.811609
  nChanged 54
		SP:Iteration 21Q (39399.600000 sec): 3 clusters
  Score: Raw -4096307.779399 + Penalty 3389.535406 = -4092918.243993
  nChanged 49
		SP:Iteration 22Q (39399.990000 sec): 3 clusters
  Score: Raw -4096327.487543 + Penalty 3389.535406 = -4092937.952137
  nChanged 42
		SP:Iteration 23Q (39400.370000 sec): 3 clusters
  Score: Raw -4096341.289643 + Penalty 3389.535406 = -4092951.754237
  nChanged 26
		SP:Iteration 24Q (39400.730000 sec): 3 clusters
  Score: Raw -4096350.101450 + Penalty 3389.535406 = -4092960.566044
  nChanged 28
		SP:Iteration 25Q (39401.080000 sec): 3 clusters
  Score: Raw -4096358.140642 + Penalty 3389.535406 = -4092968.605236
  nChanged 11
		SP:Iteration 26Q (39401.470000 sec): 3 clusters
  Score: Raw -4096360.956203 + Penalty 3389.535406 = -4092971.420797
  nChanged 11
		SP:Iteration 27Q (39401.840000 sec): 3 clusters
  Score: Raw -4096364.313569 + Penalty 3389.535406 = -4092974.778163
  nChanged 9
		SP:Iteration 28Q (39402.130000 sec): 3 clusters
  Score: Raw -4096366.797152 + Penalty 3389.535406 = -4092977.261746
  nChanged 6
		SP:Iteration 29Q (39402.410000 sec): 3 clusters
  Score: Raw -4096368.102905 + Penalty 3389.535406 = -4092978.567499
  nChanged 6
		SP:Iteration 30Q (39402.730000 sec): 3 clusters
  Score: Raw -4096369.725021 + Penalty 3389.535406 = -4092980.189616
  nChanged 5
		SP:Iteration 31Q (39403.140000 sec): 3 clusters
  Score: Raw -4096371.515789 + Penalty 3389.535406 = -4092981.980384
  nChanged 5
		SP:Iteration 32Q (39403.490000 sec): 3 clusters
  Score: Raw -4096372.838015 + Penalty 3389.535406 = -4092983.302610
  nChanged 6
		SP:Iteration 33Q (39403.880000 sec): 3 clusters
  Score: Raw -4096375.030070 + Penalty 3389.535406 = -4092985.494665
  nChanged 7
		SP:Iteration 34Q (39404.310000 sec): 3 clusters
  Score: Raw -4096377.358900 + Penalty 3389.535406 = -4092987.823494
  nChanged 7
		SP:Iteration 35Q (39404.670000 sec): 3 clusters
  Score: Raw -4096379.378930 + Penalty 3389.535406 = -4092989.843524
  nChanged 9
		SP:Iteration 36Q (39404.980000 sec): 3 clusters
  Score: Raw -4096381.504710 + Penalty 3389.535406 = -4092991.969304
  nChanged 7
		SP:Iteration 37Q (39405.280000 sec): 3 clusters
  Score: Raw -4096384.200638 + Penalty 3389.535406 = -4092994.665232
  nChanged 7
		SP:Iteration 38Q (39405.580000 sec): 3 clusters
  Score: Raw -4096385.763940 + Penalty 3389.535406 = -4092996.228535
  nChanged 4
		SP:Iteration 39Q (39405.900000 sec): 3 clusters
  Score: Raw -4096386.578852 + Penalty 3389.535406 = -4092997.043447
  nChanged 4
		SP:Iteration 40F (39406.290000 sec): 3 clusters
  Score: Raw -4096387.496447 + Penalty 3389.535406 = -4092997.961041
  nChanged 4
		SP:Iteration 41Q (39406.640000 sec): 3 clusters
  Score: Raw -4096389.595905 + Penalty 3389.535406 = -4093000.060499
  nChanged 3
		SP:Iteration 42Q (39407.040000 sec): 3 clusters
  Score: Raw -4096390.345613 + Penalty 3389.535406 = -4093000.810207
  nChanged 5
		SP:Iteration 43Q (39407.350000 sec): 3 clusters
  Score: Raw -4096391.365596 + Penalty 3389.535406 = -4093001.830190
  nChanged 2
		SP:Iteration 44Q (39407.660000 sec): 3 clusters
  Score: Raw -4096391.941475 + Penalty 3389.535406 = -4093002.406069
  nChanged 1
		SP:Iteration 45Q (39407.960000 sec): 3 clusters
  Score: Raw -4096392.102517 + Penalty 3389.535406 = -4093002.567111
  nChanged 1
		SP:Iteration 46Q (39408.340000 sec): 3 clusters
  Score: Raw -4096392.258783 + Penalty 3389.535406 = -4093002.723377
  nChanged 0
		SP:Iteration 47F (39408.650000 sec): 3 clusters
  Score: Raw -4096392.258783 + Penalty 3389.535406 = -4093002.723377
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 58 (278 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (39408.780000 sec): 2 clusters
  Score: Raw -15224.577650 + Penalty 914.488431 = -14310.089219
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (39408.910000 sec): 3 clusters
  Score: Raw -15354.911420 + Penalty 1828.976862 = -13525.934558
  nChanged 51
		SP:Iteration 1F (39409.060000 sec): 3 clusters
  Score: Raw -15471.304821 + Penalty 1828.976862 = -13642.327959
  nChanged 12
		SP:Iteration 2Q (39409.210000 sec): 3 clusters
  Score: Raw -15503.342839 + Penalty 1828.976862 = -13674.365977
  nChanged 7
		SP:Iteration 3Q (39409.390000 sec): 3 clusters
  Score: Raw -15526.021519 + Penalty 1828.976862 = -13697.044657
  nChanged 9
		SP:Iteration 4Q (39409.540000 sec): 3 clusters
  Score: Raw -15550.752160 + Penalty 1828.976862 = -13721.775298
  nChanged 15
		SP:Iteration 5F (39409.690000 sec): 3 clusters
  Score: Raw -15619.529773 + Penalty 1828.976862 = -13790.552911
  nChanged 12
		SP:Iteration 6Q (39409.840000 sec): 3 clusters
  Score: Raw -15698.712788 + Penalty 1828.976862 = -13869.735926
  nChanged 8
		SP:Iteration 7Q (39409.980000 sec): 3 clusters
  Score: Raw -15771.507089 + Penalty 1828.976862 = -13942.530227
  nChanged 5
		SP:Iteration 8Q (39410.130000 sec): 3 clusters
  Score: Raw -15817.938945 + Penalty 1828.976862 = -13988.962083
  nChanged 5
		SP:Iteration 9Q (39410.280000 sec): 3 clusters
  Score: Raw -15902.529252 + Penalty 1828.976862 = -14073.552390
  nChanged 5
		SP:Iteration 10Q (39410.440000 sec): 3 clusters
  Score: Raw -15946.338913 + Penalty 1828.976862 = -14117.362051
  nChanged 3
		SP:Iteration 11Q (39410.570000 sec): 3 clusters
  Score: Raw -15961.615428 + Penalty 1828.976862 = -14132.638566
  nChanged 1
		SP:Iteration 12Q (39410.780000 sec): 3 clusters
  Score: Raw -15963.263837 + Penalty 1828.976862 = -14134.286975
  nChanged 0
		SP:Iteration 13F (39410.920000 sec): 3 clusters
  Score: Raw -15963.263837 + Penalty 1828.976862 = -14134.286975
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 59 (4915 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (39411.020000 sec): 2 clusters
  Score: Raw -597229.983338 + Penalty 1381.257643 = -595848.725695
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (39411.220000 sec): 3 clusters
  Score: Raw -594657.940961 + Penalty 2762.515286 = -591895.425675
  nChanged 2029
		SP:Iteration 1F (39411.390000 sec): 3 clusters
  Score: Raw -595822.903848 + Penalty 2762.515286 = -593060.388563
  nChanged 342
		SP:Iteration 2F (39411.560000 sec): 3 clusters
  Score: Raw -596013.579404 + Penalty 2762.515286 = -593251.064119
  nChanged 271
		SP:Iteration 3F (39411.760000 sec): 3 clusters
  Score: Raw -596185.458847 + Penalty 2762.515286 = -593422.943562
  nChanged 244
		SP:Iteration 4Q (39411.930000 sec): 3 clusters
  Score: Raw -596342.528886 + Penalty 2762.515286 = -593580.013600
  nChanged 245
		SP:Iteration 5Q (39412.060000 sec): 3 clusters
  Score: Raw -596511.562091 + Penalty 2762.515286 = -593749.046805
  nChanged 249
		SP:Iteration 6F (39412.220000 sec): 3 clusters
  Score: Raw -596685.489545 + Penalty 2762.515286 = -593922.974260
  nChanged 255
		SP:Iteration 7F (39412.380000 sec): 3 clusters
  Score: Raw -596873.736168 + Penalty 2762.515286 = -594111.220883
  nChanged 221
		SP:Iteration 8Q (39412.530000 sec): 3 clusters
  Score: Raw -597040.051401 + Penalty 2762.515286 = -594277.536115
  nChanged 167
		SP:Iteration 9Q (39412.690000 sec): 3 clusters
  Score: Raw -597149.978984 + Penalty 2762.515286 = -594387.463699
  nChanged 125
		SP:Iteration 10Q (39412.850000 sec): 3 clusters
  Score: Raw -597228.076947 + Penalty 2762.515286 = -594465.561662
  nChanged 96
		SP:Iteration 11Q (39413.010000 sec): 3 clusters
  Score: Raw -597284.318840 + Penalty 2762.515286 = -594521.803554
  nChanged 78
		SP:Iteration 12Q (39413.170000 sec): 3 clusters
  Score: Raw -597320.678143 + Penalty 2762.515286 = -594558.162858
  nChanged 41
		SP:Iteration 13Q (39413.330000 sec): 3 clusters
  Score: Raw -597345.086259 + Penalty 2762.515286 = -594582.570973
  nChanged 40
		SP:Iteration 14Q (39413.490000 sec): 3 clusters
  Score: Raw -597367.857541 + Penalty 2762.515286 = -594605.342256
  nChanged 30
		SP:Iteration 15Q (39413.650000 sec): 3 clusters
  Score: Raw -597382.387946 + Penalty 2762.515286 = -594619.872660
  nChanged 22
		SP:Iteration 16Q (39413.810000 sec): 3 clusters
  Score: Raw -597394.389437 + Penalty 2762.515286 = -594631.874152
  nChanged 25
		SP:Iteration 17Q (39413.970000 sec): 3 clusters
  Score: Raw -597408.727775 + Penalty 2762.515286 = -594646.212489
  nChanged 18
		SP:Iteration 18Q (39414.130000 sec): 3 clusters
  Score: Raw -597420.522083 + Penalty 2762.515286 = -594658.006797
  nChanged 13
		SP:Iteration 19Q (39414.290000 sec): 3 clusters
  Score: Raw -597426.630095 + Penalty 2762.515286 = -594664.114809
  nChanged 11
		SP:Iteration 20F (39414.450000 sec): 3 clusters
  Score: Raw -597431.293996 + Penalty 2762.515286 = -594668.778711
  nChanged 3
		SP:Iteration 21Q (39414.610000 sec): 3 clusters
  Score: Raw -597431.738035 + Penalty 2762.515286 = -594669.222750
  nChanged 0
		SP:Iteration 22F (39414.800000 sec): 3 clusters
  Score: Raw -597431.738035 + Penalty 2762.515286 = -594669.222750
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 60 (173 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (39414.880000 sec): 2 clusters
  Score: Raw -9955.847160 + Penalty 837.409884 = -9118.437275
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (39415.040000 sec): 3 clusters
  Score: Raw -10160.131259 + Penalty 1674.819768 = -8485.311490
  nChanged 34
		SP:Iteration 1F (39415.200000 sec): 3 clusters
  Score: Raw -10287.297466 + Penalty 1674.819768 = -8612.477698
  nChanged 7
		SP:Iteration 2Q (39415.330000 sec): 3 clusters
  Score: Raw -10319.108472 + Penalty 1674.819768 = -8644.288704
  nChanged 4
		SP:Iteration 3Q (39415.490000 sec): 3 clusters
  Score: Raw -10338.054310 + Penalty 1674.819768 = -8663.234542
  nChanged 2
		SP:Iteration 4Q (39415.650000 sec): 3 clusters
  Score: Raw -10352.740938 + Penalty 1674.819768 = -8677.921170
  nChanged 3
		SP:Iteration 5Q (39415.810000 sec): 3 clusters
  Score: Raw -10394.161028 + Penalty 1674.819768 = -8719.341260
  nChanged 2
		SP:Iteration 6Q (39415.970000 sec): 3 clusters
  Score: Raw -10416.143242 + Penalty 1674.819768 = -8741.323473
  nChanged 2
		SP:Iteration 7Q (39416.130000 sec): 3 clusters
  Score: Raw -10445.441788 + Penalty 1674.819768 = -8770.622020
  nChanged 4
		SP:Iteration 8Q (39416.290000 sec): 3 clusters
  Score: Raw -10479.955936 + Penalty 1674.819768 = -8805.136168
  nChanged 2
		SP:Iteration 9Q (39416.450000 sec): 3 clusters
  Score: Raw -10485.305599 + Penalty 1674.819768 = -8810.485830
  nChanged 0
		SP:Iteration 10F (39416.610000 sec): 3 clusters
  Score: Raw -10485.305599 + Penalty 1674.819768 = -8810.485830
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 61 (255 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (39416.690000 sec): 2 clusters
  Score: Raw -23820.090541 + Penalty 900.455326 = -22919.635214
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (39416.850000 sec): 3 clusters
  Score: Raw -23913.472995 + Penalty 1800.910652 = -22112.562343
  nChanged 53
		SP:Iteration 1F (39417.010000 sec): 3 clusters
  Score: Raw -24023.406493 + Penalty 1800.910652 = -22222.495841
  nChanged 13
		SP:Iteration 2F (39417.160000 sec): 3 clusters
  Score: Raw -24053.290371 + Penalty 1800.910652 = -22252.379719
  nChanged 4
		SP:Iteration 3Q (39417.330000 sec): 3 clusters
  Score: Raw -24074.040062 + Penalty 1800.910652 = -22273.129410
  nChanged 3
		SP:Iteration 4Q (39417.490000 sec): 3 clusters
  Score: Raw -24096.368484 + Penalty 1800.910652 = -22295.457832
  nChanged 5
		SP:Iteration 5Q (39417.650000 sec): 3 clusters
  Score: Raw -24112.720521 + Penalty 1800.910652 = -22311.809869
  nChanged 4
		SP:Iteration 6Q (39417.810000 sec): 3 clusters
  Score: Raw -24135.456907 + Penalty 1800.910652 = -22334.546255
  nChanged 6
		SP:Iteration 7Q (39417.980000 sec): 3 clusters
  Score: Raw -24159.449467 + Penalty 1800.910652 = -22358.538815
  nChanged 1
		SP:Iteration 8Q (39418.140000 sec): 3 clusters
  Score: Raw -24161.496538 + Penalty 1800.910652 = -22360.585886
  nChanged 0
		SP:Iteration 9F (39418.300000 sec): 3 clusters
  Score: Raw -24161.496538 + Penalty 1800.910652 = -22360.585886
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 62 (332 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (39418.370000 sec): 2 clusters
  Score: Raw -24641.805784 + Penalty 943.334432 = -23698.471352
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (39418.550000 sec): 3 clusters
  Score: Raw -24722.377408 + Penalty 1886.668865 = -22835.708543
  nChanged 80
		SP:Iteration 1F (39418.730000 sec): 3 clusters
  Score: Raw -24964.192334 + Penalty 1886.668865 = -23077.523469
  nChanged 20
		SP:Iteration 2F (39418.890000 sec): 3 clusters
  Score: Raw -25017.414645 + Penalty 1886.668865 = -23130.745780
  nChanged 7
		SP:Iteration 3Q (39419.050000 sec): 3 clusters
  Score: Raw -25044.771269 + Penalty 1886.668865 = -23158.102404
  nChanged 6
		SP:Iteration 4Q (39419.230000 sec): 3 clusters
  Score: Raw -25083.075462 + Penalty 1886.668865 = -23196.406597
  nChanged 14
		SP:Iteration 5Q (39419.350000 sec): 3 clusters
  Score: Raw -25152.524656 + Penalty 1886.668865 = -23265.855791
  nChanged 9
		SP:Iteration 6Q (39419.500000 sec): 3 clusters
  Score: Raw -25187.048625 + Penalty 1886.668865 = -23300.379760
  nChanged 6
		SP:Iteration 7Q (39419.640000 sec): 3 clusters
  Score: Raw -25201.596965 + Penalty 1886.668865 = -23314.928100
  nChanged 2
		SP:Iteration 8Q (39419.790000 sec): 3 clusters
  Score: Raw -25228.611335 + Penalty 1886.668865 = -23341.942470
  nChanged 2
		SP:Iteration 9Q (39419.930000 sec): 3 clusters
  Score: Raw -25246.504764 + Penalty 1886.668865 = -23359.835899
  nChanged 1
		SP:Iteration 10Q (39420.070000 sec): 3 clusters
  Score: Raw -25258.163757 + Penalty 1886.668865 = -23371.494892
  nChanged 1
		SP:Iteration 11Q (39420.220000 sec): 3 clusters
  Score: Raw -25263.934640 + Penalty 1886.668865 = -23377.265775
  nChanged 0
		SP:Iteration 12F (39420.360000 sec): 3 clusters
  Score: Raw -25264.509510 + Penalty 1886.668865 = -23377.840645
  nChanged 1
		SP:Iteration 13Q (39420.510000 sec): 3 clusters
  Score: Raw -25297.719583 + Penalty 1886.668865 = -23411.050718
  nChanged 2
		SP:Iteration 14Q (39420.650000 sec): 3 clusters
  Score: Raw -25319.838774 + Penalty 1886.668865 = -23433.169909
  nChanged 2
		SP:Iteration 15Q (39420.790000 sec): 3 clusters
  Score: Raw -25324.636131 + Penalty 1886.668865 = -23437.967266
  nChanged 2
		SP:Iteration 16Q (39420.940000 sec): 3 clusters
  Score: Raw -25326.299230 + Penalty 1886.668865 = -23439.630366
  nChanged 1
		SP:Iteration 17Q (39421.080000 sec): 3 clusters
  Score: Raw -25328.039788 + Penalty 1886.668865 = -23441.370923
  nChanged 0
		SP:Iteration 18F (39421.230000 sec): 3 clusters
  Score: Raw -25328.039788 + Penalty 1886.668865 = -23441.370923
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 63 (3737 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (39421.310000 sec): 2 clusters
  Score: Raw -505583.264108 + Penalty 1336.731245 = -504246.532863
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (39421.460000 sec): 3 clusters
  Score: Raw -503766.712365 + Penalty 2673.462490 = -501093.249876
  nChanged 1443
		SP:Iteration 1F (39421.600000 sec): 3 clusters
  Score: Raw -504552.844511 + Penalty 2673.462490 = -501879.382021
  nChanged 264
		SP:Iteration 2F (39421.740000 sec): 3 clusters
  Score: Raw -504698.371703 + Penalty 2673.462490 = -502024.909213
  nChanged 184
		SP:Iteration 3Q (39421.890000 sec): 3 clusters
  Score: Raw -504804.044744 + Penalty 2673.462490 = -502130.582254
  nChanged 158
		SP:Iteration 4Q (39422.030000 sec): 3 clusters
  Score: Raw -504900.502515 + Penalty 2673.462490 = -502227.040025
  nChanged 129
		SP:Iteration 5Q (39422.230000 sec): 3 clusters
  Score: Raw -504977.833285 + Penalty 2673.462490 = -502304.370795
  nChanged 131
		SP:Iteration 6Q (39422.420000 sec): 3 clusters
  Score: Raw -505065.032589 + Penalty 2673.462490 = -502391.570099
  nChanged 155
		SP:Iteration 7Q (39422.600000 sec): 3 clusters
  Score: Raw -505182.175456 + Penalty 2673.462490 = -502508.712967
  nChanged 124
		SP:Iteration 8Q (39422.810000 sec): 3 clusters
  Score: Raw -505253.471291 + Penalty 2673.462490 = -502580.008801
  nChanged 109
		SP:Iteration 9Q (39422.950000 sec): 3 clusters
  Score: Raw -505323.638466 + Penalty 2673.462490 = -502650.175976
  nChanged 96
		SP:Iteration 10Q (39423.110000 sec): 3 clusters
  Score: Raw -505391.556555 + Penalty 2673.462490 = -502718.094065
  nChanged 103
		SP:Iteration 11Q (39423.270000 sec): 3 clusters
  Score: Raw -505460.786376 + Penalty 2673.462490 = -502787.323887
  nChanged 87
		SP:Iteration 12Q (39423.430000 sec): 3 clusters
  Score: Raw -505530.525765 + Penalty 2673.462490 = -502857.063275
  nChanged 89
		SP:Iteration 13Q (39423.600000 sec): 3 clusters
  Score: Raw -505588.176778 + Penalty 2673.462490 = -502914.714288
  nChanged 60
		SP:Iteration 14Q (39423.760000 sec): 3 clusters
  Score: Raw -505632.337813 + Penalty 2673.462490 = -502958.875324
  nChanged 62
		SP:Iteration 15Q (39423.920000 sec): 3 clusters
  Score: Raw -505682.551951 + Penalty 2673.462490 = -503009.089462
  nChanged 54
		SP:Iteration 16Q (39424.090000 sec): 3 clusters
  Score: Raw -505730.286071 + Penalty 2673.462490 = -503056.823582
  nChanged 51
		SP:Iteration 17Q (39424.250000 sec): 3 clusters
  Score: Raw -505771.862450 + Penalty 2673.462490 = -503098.399960
  nChanged 31
		SP:Iteration 18Q (39424.410000 sec): 3 clusters
  Score: Raw -505790.247561 + Penalty 2673.462490 = -503116.785071
  nChanged 22
		SP:Iteration 19Q (39424.570000 sec): 3 clusters
  Score: Raw -505802.826087 + Penalty 2673.462490 = -503129.363597
  nChanged 13
		SP:Iteration 20F (39424.730000 sec): 3 clusters
  Score: Raw -505811.828689 + Penalty 2673.462490 = -503138.366199
  nChanged 17
		SP:Iteration 21Q (39424.890000 sec): 3 clusters
  Score: Raw -505824.421299 + Penalty 2673.462490 = -503150.958810
  nChanged 14
		SP:Iteration 22Q (39425.050000 sec): 3 clusters
  Score: Raw -505833.465842 + Penalty 2673.462490 = -503160.003353
  nChanged 12
		SP:Iteration 23Q (39425.210000 sec): 3 clusters
  Score: Raw -505841.333117 + Penalty 2673.462490 = -503167.870627
  nChanged 8
		SP:Iteration 24Q (39425.380000 sec): 3 clusters
  Score: Raw -505845.045912 + Penalty 2673.462490 = -503171.583422
  nChanged 4
		SP:Iteration 25Q (39425.540000 sec): 3 clusters
  Score: Raw -505847.544560 + Penalty 2673.462490 = -503174.082070
  nChanged 5
		SP:Iteration 26Q (39425.710000 sec): 3 clusters
  Score: Raw -505849.361787 + Penalty 2673.462490 = -503175.899297
  nChanged 2
		SP:Iteration 27Q (39425.890000 sec): 3 clusters
  Score: Raw -505850.970859 + Penalty 2673.462490 = -503177.508369
  nChanged 4
		SP:Iteration 28Q (39426.030000 sec): 3 clusters
  Score: Raw -505852.358572 + Penalty 2673.462490 = -503178.896082
  nChanged 2
		SP:Iteration 29Q (39426.190000 sec): 3 clusters
  Score: Raw -505852.960480 + Penalty 2673.462490 = -503179.497990
  nChanged 0
		SP:Iteration 30F (39426.370000 sec): 3 clusters
  Score: Raw -505852.960480 + Penalty 2673.462490 = -503179.497990
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 64 (10981 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (39426.490000 sec): 2 clusters
  Score: Raw -1323207.315050 + Penalty 1511.887290 = -1321695.427759
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (39426.690000 sec): 3 clusters
  Score: Raw -1316932.810747 + Penalty 3023.774580 = -1313909.036166
  nChanged 4781
		SP:Iteration 1F (39426.870000 sec): 3 clusters
  Score: Raw -1319555.798467 + Penalty 3023.774580 = -1316532.023886
  nChanged 687
		SP:Iteration 2F (39427.100000 sec): 3 clusters
  Score: Raw -1319880.146544 + Penalty 3023.774580 = -1316856.371964
  nChanged 620
		SP:Iteration 3F (39427.310000 sec): 3 clusters
  Score: Raw -1320185.209758 + Penalty 3023.774580 = -1317161.435178
  nChanged 544
		SP:Iteration 4Q (39427.550000 sec): 3 clusters
  Score: Raw -1320437.485398 + Penalty 3023.774580 = -1317413.710818
  nChanged 537
		SP:Iteration 5Q (39427.790000 sec): 3 clusters
  Score: Raw -1320694.031192 + Penalty 3023.774580 = -1317670.256612
  nChanged 497
		SP:Iteration 6Q (39428.040000 sec): 3 clusters
  Score: Raw -1320925.408836 + Penalty 3023.774580 = -1317901.634256
  nChanged 429
		SP:Iteration 7Q (39428.290000 sec): 3 clusters
  Score: Raw -1321142.112239 + Penalty 3023.774580 = -1318118.337658
  nChanged 438
		SP:Iteration 8Q (39428.530000 sec): 3 clusters
  Score: Raw -1321355.215101 + Penalty 3023.774580 = -1318331.440521
  nChanged 399
		SP:Iteration 9Q (39428.770000 sec): 3 clusters
  Score: Raw -1321540.448655 + Penalty 3023.774580 = -1318516.674075
  nChanged 345
		SP:Iteration 10Q (39429.010000 sec): 3 clusters
  Score: Raw -1321709.324036 + Penalty 3023.774580 = -1318685.549455
  nChanged 334
		SP:Iteration 11Q (39429.220000 sec): 3 clusters
  Score: Raw -1321864.478414 + Penalty 3023.774580 = -1318840.703834
  nChanged 280
		SP:Iteration 12Q (39429.460000 sec): 3 clusters
  Score: Raw -1321986.823078 + Penalty 3023.774580 = -1318963.048498
  nChanged 226
		SP:Iteration 13Q (39429.710000 sec): 3 clusters
  Score: Raw -1322064.306279 + Penalty 3023.774580 = -1319040.531698
  nChanged 175
		SP:Iteration 14Q (39429.940000 sec): 3 clusters
  Score: Raw -1322123.026103 + Penalty 3023.774580 = -1319099.251523
  nChanged 148
		SP:Iteration 15Q (39430.170000 sec): 3 clusters
  Score: Raw -1322164.161388 + Penalty 3023.774580 = -1319140.386808
  nChanged 119
		SP:Iteration 16Q (39430.420000 sec): 3 clusters
  Score: Raw -1322194.131636 + Penalty 3023.774580 = -1319170.357056
  nChanged 96
		SP:Iteration 17Q (39430.590000 sec): 3 clusters
  Score: Raw -1322216.481981 + Penalty 3023.774580 = -1319192.707401
  nChanged 69
		SP:Iteration 18Q (39430.780000 sec): 3 clusters
  Score: Raw -1322229.352661 + Penalty 3023.774580 = -1319205.578081
  nChanged 53
		SP:Iteration 19Q (39431.010000 sec): 3 clusters
  Score: Raw -1322242.182974 + Penalty 3023.774580 = -1319218.408394
  nChanged 51
		SP:Iteration 20F (39431.190000 sec): 3 clusters
  Score: Raw -1322251.895621 + Penalty 3023.774580 = -1319228.121040
  nChanged 46
		SP:Iteration 21Q (39431.430000 sec): 3 clusters
  Score: Raw -1322260.312259 + Penalty 3023.774580 = -1319236.537678
  nChanged 42
		SP:Iteration 22Q (39431.660000 sec): 3 clusters
  Score: Raw -1322267.216801 + Penalty 3023.774580 = -1319243.442221
  nChanged 36
		SP:Iteration 23Q (39431.890000 sec): 3 clusters
  Score: Raw -1322272.685293 + Penalty 3023.774580 = -1319248.910712
  nChanged 34
		SP:Iteration 24Q (39432.130000 sec): 3 clusters
  Score: Raw -1322277.393203 + Penalty 3023.774580 = -1319253.618622
  nChanged 24
		SP:Iteration 25Q (39432.370000 sec): 3 clusters
  Score: Raw -1322281.045962 + Penalty 3023.774580 = -1319257.271382
  nChanged 27
		SP:Iteration 26Q (39432.560000 sec): 3 clusters
  Score: Raw -1322285.062547 + Penalty 3023.774580 = -1319261.287967
  nChanged 29
		SP:Iteration 27Q (39432.810000 sec): 3 clusters
  Score: Raw -1322289.335812 + Penalty 3023.774580 = -1319265.561232
  nChanged 35
		SP:Iteration 28Q (39433.050000 sec): 3 clusters
  Score: Raw -1322294.217143 + Penalty 3023.774580 = -1319270.442563
  nChanged 28
		SP:Iteration 29Q (39433.250000 sec): 3 clusters
  Score: Raw -1322297.378649 + Penalty 3023.774580 = -1319273.604068
  nChanged 16
		SP:Iteration 30Q (39433.530000 sec): 3 clusters
  Score: Raw -1322299.876411 + Penalty 3023.774580 = -1319276.101830
  nChanged 15
		SP:Iteration 31Q (39433.710000 sec): 3 clusters
  Score: Raw -1322301.246426 + Penalty 3023.774580 = -1319277.471846
  nChanged 10
		SP:Iteration 32Q (39433.950000 sec): 3 clusters
  Score: Raw -1322302.288437 + Penalty 3023.774580 = -1319278.513857
  nChanged 15
		SP:Iteration 33Q (39434.140000 sec): 3 clusters
  Score: Raw -1322304.750445 + Penalty 3023.774580 = -1319280.975865
  nChanged 15
		SP:Iteration 34Q (39434.360000 sec): 3 clusters
  Score: Raw -1322306.489401 + Penalty 3023.774580 = -1319282.714820
  nChanged 17
		SP:Iteration 35Q (39434.600000 sec): 3 clusters
  Score: Raw -1322308.464338 + Penalty 3023.774580 = -1319284.689757
  nChanged 19
		SP:Iteration 36Q (39434.830000 sec): 3 clusters
  Score: Raw -1322311.292179 + Penalty 3023.774580 = -1319287.517599
  nChanged 22
		SP:Iteration 37Q (39435.110000 sec): 3 clusters
  Score: Raw -1322313.645732 + Penalty 3023.774580 = -1319289.871152
  nChanged 14
		SP:Iteration 38Q (39435.290000 sec): 3 clusters
  Score: Raw -1322316.056639 + Penalty 3023.774580 = -1319292.282058
  nChanged 18
		SP:Iteration 39Q (39435.550000 sec): 3 clusters
  Score: Raw -1322318.013820 + Penalty 3023.774580 = -1319294.239240
  nChanged 13
		SP:Iteration 40F (39435.740000 sec): 3 clusters
  Score: Raw -1322319.571594 + Penalty 3023.774580 = -1319295.797014
  nChanged 14
		SP:Iteration 41Q (39435.970000 sec): 3 clusters
  Score: Raw -1322321.242844 + Penalty 3023.774580 = -1319297.468263
  nChanged 10
		SP:Iteration 42Q (39436.160000 sec): 3 clusters
  Score: Raw -1322322.235307 + Penalty 3023.774580 = -1319298.460726
  nChanged 15
		SP:Iteration 43Q (39436.360000 sec): 3 clusters
  Score: Raw -1322323.519789 + Penalty 3023.774580 = -1319299.745209
  nChanged 15
		SP:Iteration 44Q (39436.560000 sec): 3 clusters
  Score: Raw -1322325.034549 + Penalty 3023.774580 = -1319301.259969
  nChanged 12
		SP:Iteration 45Q (39436.810000 sec): 3 clusters
  Score: Raw -1322326.073901 + Penalty 3023.774580 = -1319302.299320
  nChanged 13
		SP:Iteration 46Q (39437.020000 sec): 3 clusters
  Score: Raw -1322327.788099 + Penalty 3023.774580 = -1319304.013519
  nChanged 15
		SP:Iteration 47Q (39437.210000 sec): 3 clusters
  Score: Raw -1322329.667636 + Penalty 3023.774580 = -1319305.893056
  nChanged 14
		SP:Iteration 48Q (39437.420000 sec): 3 clusters
  Score: Raw -1322331.026922 + Penalty 3023.774580 = -1319307.252341
  nChanged 15
		SP:Iteration 49Q (39437.590000 sec): 3 clusters
  Score: Raw -1322333.020752 + Penalty 3023.774580 = -1319309.246172
  nChanged 17
		SP:Iteration 50Q (39437.770000 sec): 3 clusters
  Score: Raw -1322335.508804 + Penalty 3023.774580 = -1319311.734223
  nChanged 13
		SP:Iteration 51Q (39438.030000 sec): 3 clusters
  Score: Raw -1322337.422139 + Penalty 3023.774580 = -1319313.647558
  nChanged 17
		SP:Iteration 52Q (39438.220000 sec): 3 clusters
  Score: Raw -1322339.595685 + Penalty 3023.774580 = -1319315.821105
  nChanged 18
		SP:Iteration 53Q (39438.430000 sec): 3 clusters
  Score: Raw -1322341.924722 + Penalty 3023.774580 = -1319318.150142
  nChanged 15
		SP:Iteration 54Q (39438.630000 sec): 3 clusters
  Score: Raw -1322343.571080 + Penalty 3023.774580 = -1319319.796499
  nChanged 17
		SP:Iteration 55Q (39438.820000 sec): 3 clusters
  Score: Raw -1322345.864464 + Penalty 3023.774580 = -1319322.089884
  nChanged 23
		SP:Iteration 56Q (39439.020000 sec): 3 clusters
  Score: Raw -1322349.516068 + Penalty 3023.774580 = -1319325.741487
  nChanged 26
		SP:Iteration 57Q (39439.220000 sec): 3 clusters
  Score: Raw -1322353.875894 + Penalty 3023.774580 = -1319330.101313
  nChanged 31
		SP:Iteration 58Q (39439.420000 sec): 3 clusters
  Score: Raw -1322357.085702 + Penalty 3023.774580 = -1319333.311121
  nChanged 22
		SP:Iteration 59Q (39439.610000 sec): 3 clusters
  Score: Raw -1322360.732466 + Penalty 3023.774580 = -1319336.957885
  nChanged 28
		SP:Iteration 60F (39439.810000 sec): 3 clusters
  Score: Raw -1322365.306609 + Penalty 3023.774580 = -1319341.532029
  nChanged 37
		SP:Iteration 61Q (39440.010000 sec): 3 clusters
  Score: Raw -1322371.519905 + Penalty 3023.774580 = -1319347.745325
  nChanged 55
		SP:Iteration 62Q (39440.200000 sec): 3 clusters
  Score: Raw -1322383.774258 + Penalty 3023.774580 = -1319359.999678
  nChanged 54
		SP:Iteration 63Q (39440.450000 sec): 3 clusters
  Score: Raw -1322396.858300 + Penalty 3023.774580 = -1319373.083720
  nChanged 51
		SP:Iteration 64Q (39440.640000 sec): 3 clusters
  Score: Raw -1322407.766346 + Penalty 3023.774580 = -1319383.991765
  nChanged 57
		SP:Iteration 65Q (39440.870000 sec): 3 clusters
  Score: Raw -1322420.909515 + Penalty 3023.774580 = -1319397.134935
  nChanged 55
		SP:Iteration 66Q (39441.050000 sec): 3 clusters
  Score: Raw -1322431.623127 + Penalty 3023.774580 = -1319407.848547
  nChanged 58
		SP:Iteration 67Q (39441.310000 sec): 3 clusters
  Score: Raw -1322446.300135 + Penalty 3023.774580 = -1319422.525555
  nChanged 45
		SP:Iteration 68Q (39441.510000 sec): 3 clusters
  Score: Raw -1322455.466942 + Penalty 3023.774580 = -1319431.692361
  nChanged 38
		SP:Iteration 69Q (39441.700000 sec): 3 clusters
  Score: Raw -1322461.254817 + Penalty 3023.774580 = -1319437.480237
  nChanged 33
		SP:Iteration 70Q (39441.900000 sec): 3 clusters
  Score: Raw -1322466.072618 + Penalty 3023.774580 = -1319442.298038
  nChanged 26
		SP:Iteration 71Q (39442.100000 sec): 3 clusters
  Score: Raw -1322470.742387 + Penalty 3023.774580 = -1319446.967807
  nChanged 25
		SP:Iteration 72Q (39442.300000 sec): 3 clusters
  Score: Raw -1322475.652649 + Penalty 3023.774580 = -1319451.878068
  nChanged 34
		SP:Iteration 73Q (39442.490000 sec): 3 clusters
  Score: Raw -1322482.600174 + Penalty 3023.774580 = -1319458.825593
  nChanged 43
		SP:Iteration 74Q (39442.690000 sec): 3 clusters
  Score: Raw -1322490.488664 + Penalty 3023.774580 = -1319466.714083
  nChanged 41
		SP:Iteration 75Q (39442.890000 sec): 3 clusters
  Score: Raw -1322498.827044 + Penalty 3023.774580 = -1319475.052463
  nChanged 34
		SP:Iteration 76Q (39443.130000 sec): 3 clusters
  Score: Raw -1322504.458438 + Penalty 3023.774580 = -1319480.683858
  nChanged 34
		SP:Iteration 77Q (39443.360000 sec): 3 clusters
  Score: Raw -1322509.399866 + Penalty 3023.774580 = -1319485.625285
  nChanged 33
		SP:Iteration 78Q (39443.580000 sec): 3 clusters
  Score: Raw -1322514.271671 + Penalty 3023.774580 = -1319490.497091
  nChanged 31
		SP:Iteration 79Q (39443.770000 sec): 3 clusters
  Score: Raw -1322519.332945 + Penalty 3023.774580 = -1319495.558365
  nChanged 31
		SP:Iteration 80F (39444.000000 sec): 3 clusters
  Score: Raw -1322524.990334 + Penalty 3023.774580 = -1319501.215754
  nChanged 31
		SP:Iteration 81Q (39444.160000 sec): 3 clusters
  Score: Raw -1322530.360786 + Penalty 3023.774580 = -1319506.586206
  nChanged 19
		SP:Iteration 82Q (39444.360000 sec): 3 clusters
  Score: Raw -1322534.725770 + Penalty 3023.774580 = -1319510.951189
  nChanged 22
		SP:Iteration 83Q (39444.570000 sec): 3 clusters
  Score: Raw -1322538.953541 + Penalty 3023.774580 = -1319515.178961
  nChanged 29
		SP:Iteration 84Q (39444.780000 sec): 3 clusters
  Score: Raw -1322544.407643 + Penalty 3023.774580 = -1319520.633063
  nChanged 26
		SP:Iteration 85Q (39445.010000 sec): 3 clusters
  Score: Raw -1322548.787433 + Penalty 3023.774580 = -1319525.012853
  nChanged 20
		SP:Iteration 86Q (39445.230000 sec): 3 clusters
  Score: Raw -1322552.435180 + Penalty 3023.774580 = -1319528.660600
  nChanged 27
		SP:Iteration 87Q (39445.450000 sec): 3 clusters
  Score: Raw -1322556.344298 + Penalty 3023.774580 = -1319532.569718
  nChanged 24
		SP:Iteration 88Q (39445.680000 sec): 3 clusters
  Score: Raw -1322560.117553 + Penalty 3023.774580 = -1319536.342973
  nChanged 15
		SP:Iteration 89Q (39445.910000 sec): 3 clusters
  Score: Raw -1322561.978947 + Penalty 3023.774580 = -1319538.204367
  nChanged 15
		SP:Iteration 90Q (39446.130000 sec): 3 clusters
  Score: Raw -1322563.549070 + Penalty 3023.774580 = -1319539.774489
  nChanged 14
		SP:Iteration 91Q (39446.360000 sec): 3 clusters
  Score: Raw -1322564.904061 + Penalty 3023.774580 = -1319541.129480
  nChanged 13
		SP:Iteration 92Q (39446.630000 sec): 3 clusters
  Score: Raw -1322566.550799 + Penalty 3023.774580 = -1319542.776219
  nChanged 8
		SP:Iteration 93Q (39446.850000 sec): 3 clusters
  Score: Raw -1322567.631053 + Penalty 3023.774580 = -1319543.856472
  nChanged 8
		SP:Iteration 94Q (39447.120000 sec): 3 clusters
  Score: Raw -1322569.100451 + Penalty 3023.774580 = -1319545.325870
  nChanged 12
		SP:Iteration 95Q (39447.270000 sec): 3 clusters
  Score: Raw -1322571.115182 + Penalty 3023.774580 = -1319547.340601
  nChanged 15
		SP:Iteration 96Q (39447.510000 sec): 3 clusters
  Score: Raw -1322573.304590 + Penalty 3023.774580 = -1319549.530010
  nChanged 14
		SP:Iteration 97Q (39447.730000 sec): 3 clusters
  Score: Raw -1322575.056771 + Penalty 3023.774580 = -1319551.282191
  nChanged 16
		SP:Iteration 98Q (39447.940000 sec): 3 clusters
  Score: Raw -1322577.169087 + Penalty 3023.774580 = -1319553.394507
  nChanged 19
		SP:Iteration 99Q (39448.110000 sec): 3 clusters
  Score: Raw -1322579.987618 + Penalty 3023.774580 = -1319556.213037
  nChanged 21
		SP:Iteration 100F (39448.340000 sec): 3 clusters
  Score: Raw -1322582.921615 + Penalty 3023.774580 = -1319559.147034
  nChanged 23
		SP:Iteration 101Q (39448.560000 sec): 3 clusters
  Score: Raw -1322585.852852 + Penalty 3023.774580 = -1319562.078272
  nChanged 24
		SP:Iteration 102Q (39448.830000 sec): 3 clusters
  Score: Raw -1322589.547621 + Penalty 3023.774580 = -1319565.773041
  nChanged 18
		SP:Iteration 103Q (39449.060000 sec): 3 clusters
  Score: Raw -1322591.234345 + Penalty 3023.774580 = -1319567.459765
  nChanged 13
		SP:Iteration 104Q (39449.320000 sec): 3 clusters
  Score: Raw -1322592.575933 + Penalty 3023.774580 = -1319568.801352
  nChanged 10
		SP:Iteration 105Q (39449.480000 sec): 3 clusters
  Score: Raw -1322593.623939 + Penalty 3023.774580 = -1319569.849358
  nChanged 9
		SP:Iteration 106Q (39449.750000 sec): 3 clusters
  Score: Raw -1322594.427366 + Penalty 3023.774580 = -1319570.652786
  nChanged 6
		SP:Iteration 107Q (39449.920000 sec): 3 clusters
  Score: Raw -1322595.034930 + Penalty 3023.774580 = -1319571.260350
  nChanged 3
		SP:Iteration 108Q (39450.160000 sec): 3 clusters
  Score: Raw -1322595.265515 + Penalty 3023.774580 = -1319571.490935
  nChanged 3
		SP:Iteration 109Q (39450.390000 sec): 3 clusters
  Score: Raw -1322595.599899 + Penalty 3023.774580 = -1319571.825319
  nChanged 1
		SP:Iteration 110Q (39450.600000 sec): 3 clusters
  Score: Raw -1322595.694362 + Penalty 3023.774580 = -1319571.919781
  nChanged 1
		SP:Iteration 111Q (39450.870000 sec): 3 clusters
  Score: Raw -1322595.793274 + Penalty 3023.774580 = -1319572.018694
  nChanged 0
		SP:Iteration 112F (39451.040000 sec): 3 clusters
  Score: Raw -1322595.793274 + Penalty 3023.774580 = -1319572.018694
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 65 (137 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (39451.160000 sec): 2 clusters
  Score: Raw -6746.469758 + Penalty 799.496900 = -5946.972857
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (39451.340000 sec): 3 clusters
  Score: Raw -6987.160012 + Penalty 1598.993801 = -5388.166211
  nChanged 22
		SP:Iteration 1F (39451.500000 sec): 3 clusters
  Score: Raw -7117.120363 + Penalty 1598.993801 = -5518.126562
  nChanged 11
		SP:Iteration 2F (39451.630000 sec): 3 clusters
  Score: Raw -7174.046789 + Penalty 1598.993801 = -5575.052988
  nChanged 9
		SP:Iteration 3F (39451.750000 sec): 3 clusters
  Score: Raw -7270.055859 + Penalty 1598.993801 = -5671.062058
  nChanged 4
		SP:Iteration 4Q (39451.890000 sec): 3 clusters
  Score: Raw -7282.366399 + Penalty 1598.993801 = -5683.372598
  nChanged 2
		SP:Iteration 5Q (39452.030000 sec): 3 clusters
  Score: Raw -7289.114575 + Penalty 1598.993801 = -5690.120774
  nChanged 2
		SP:Iteration 6Q (39452.180000 sec): 3 clusters
  Score: Raw -7299.532270 + Penalty 1598.993801 = -5700.538469
  nChanged 2
		SP:Iteration 7Q (39452.320000 sec): 3 clusters
  Score: Raw -7305.259421 + Penalty 1598.993801 = -5706.265620
  nChanged 0
		SP:Iteration 8F (39452.460000 sec): 3 clusters
  Score: Raw -7305.259421 + Penalty 1598.993801 = -5706.265620
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 66 (578 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (39452.540000 sec): 2 clusters
  Score: Raw -70878.238301 + Penalty 1033.430754 = -69844.807547
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (39452.680000 sec): 3 clusters
  Score: Raw -70756.221290 + Penalty 2066.861507 = -68689.359783
  nChanged 132
		SP:Iteration 1F (39452.820000 sec): 3 clusters
  Score: Raw -70916.112755 + Penalty 2066.861507 = -68849.251248
  nChanged 31
		SP:Iteration 2F (39452.970000 sec): 3 clusters
  Score: Raw -70967.307761 + Penalty 2066.861507 = -68900.446253
  nChanged 17
		SP:Iteration 3Q (39453.110000 sec): 3 clusters
  Score: Raw -71000.328529 + Penalty 2066.861507 = -68933.467022
  nChanged 13
		SP:Iteration 4Q (39453.260000 sec): 3 clusters
  Score: Raw -71024.543529 + Penalty 2066.861507 = -68957.682022
  nChanged 14
		SP:Iteration 5Q (39453.400000 sec): 3 clusters
  Score: Raw -71045.117205 + Penalty 2066.861507 = -68978.255698
  nChanged 10
		SP:Iteration 6Q (39453.540000 sec): 3 clusters
  Score: Raw -71059.629700 + Penalty 2066.861507 = -68992.768193
  nChanged 13
		SP:Iteration 7Q (39453.690000 sec): 3 clusters
  Score: Raw -71078.277566 + Penalty 2066.861507 = -69011.416059
  nChanged 6
		SP:Iteration 8Q (39453.830000 sec): 3 clusters
  Score: Raw -71091.698598 + Penalty 2066.861507 = -69024.837091
  nChanged 12
		SP:Iteration 9Q (39453.980000 sec): 3 clusters
  Score: Raw -71130.494567 + Penalty 2066.861507 = -69063.633060
  nChanged 20
		SP:Iteration 10Q (39454.120000 sec): 3 clusters
  Score: Raw -71217.737275 + Penalty 2066.861507 = -69150.875768
  nChanged 16
		SP:Iteration 11Q (39454.260000 sec): 3 clusters
  Score: Raw -71254.742335 + Penalty 2066.861507 = -69187.880828
  nChanged 12
		SP:Iteration 12Q (39454.410000 sec): 3 clusters
  Score: Raw -71271.537803 + Penalty 2066.861507 = -69204.676296
  nChanged 3
		SP:Iteration 13Q (39454.550000 sec): 3 clusters
  Score: Raw -71275.929122 + Penalty 2066.861507 = -69209.067615
  nChanged 1
		SP:Iteration 14Q (39454.710000 sec): 3 clusters
  Score: Raw -71276.862181 + Penalty 2066.861507 = -69210.000674
  nChanged 0
		SP:Iteration 15F (39454.880000 sec): 3 clusters
  Score: Raw -71276.862181 + Penalty 2066.861507 = -69210.000674
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 67 (179 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (39454.970000 sec): 2 clusters
  Score: Raw -13934.171712 + Penalty 842.950193 = -13091.221519
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (39455.150000 sec): 3 clusters
  Score: Raw -14123.839717 + Penalty 1685.900387 = -12437.939330
  nChanged 26
		SP:Iteration 1F (39455.290000 sec): 3 clusters
  Score: Raw -14220.552552 + Penalty 1685.900387 = -12534.652165
  nChanged 8
		SP:Iteration 2Q (39455.430000 sec): 3 clusters
  Score: Raw -14253.393040 + Penalty 1685.900387 = -12567.492653
  nChanged 1
		SP:Iteration 3Q (39455.560000 sec): 3 clusters
  Score: Raw -14259.676376 + Penalty 1685.900387 = -12573.775989
  nChanged 1
		SP:Iteration 4Q (39455.710000 sec): 3 clusters
  Score: Raw -14262.746219 + Penalty 1685.900387 = -12576.845832
  nChanged 1
		SP:Iteration 5Q (39455.860000 sec): 3 clusters
  Score: Raw -14264.297938 + Penalty 1685.900387 = -12578.397551
  nChanged 0
		SP:Iteration 6F (39456.000000 sec): 3 clusters
  Score: Raw -14264.304141 + Penalty 1685.900387 = -12578.403754
  nChanged 1
		SP:Iteration 7Q (39456.150000 sec): 3 clusters
  Score: Raw -14297.655196 + Penalty 1685.900387 = -12611.754809
  nChanged 3
		SP:Iteration 8Q (39456.300000 sec): 3 clusters
  Score: Raw -14323.537671 + Penalty 1685.900387 = -12637.637285
  nChanged 4
		SP:Iteration 9Q (39456.450000 sec): 3 clusters
  Score: Raw -14335.537769 + Penalty 1685.900387 = -12649.637382
  nChanged 2
		SP:Iteration 10Q (39456.600000 sec): 3 clusters
  Score: Raw -14342.250859 + Penalty 1685.900387 = -12656.350472
  nChanged 3
		SP:Iteration 11Q (39456.740000 sec): 3 clusters
  Score: Raw -14357.311095 + Penalty 1685.900387 = -12671.410708
  nChanged 4
		SP:Iteration 12Q (39456.930000 sec): 3 clusters
  Score: Raw -14382.712488 + Penalty 1685.900387 = -12696.812101
  nChanged 6
		SP:Iteration 13Q (39457.030000 sec): 3 clusters
  Score: Raw -14427.984227 + Penalty 1685.900387 = -12742.083840
  nChanged 3
		SP:Iteration 14Q (39457.170000 sec): 3 clusters
  Score: Raw -14441.605838 + Penalty 1685.900387 = -12755.705451
  nChanged 2
		SP:Iteration 15Q (39457.320000 sec): 3 clusters
  Score: Raw -14461.632092 + Penalty 1685.900387 = -12775.731705
  nChanged 1
		SP:Iteration 16Q (39457.460000 sec): 3 clusters
  Score: Raw -14471.873980 + Penalty 1685.900387 = -12785.973593
  nChanged 2
		SP:Iteration 17Q (39457.600000 sec): 3 clusters
  Score: Raw -14478.509767 + Penalty 1685.900387 = -12792.609380
  nChanged 1
		SP:Iteration 18Q (39457.740000 sec): 3 clusters
  Score: Raw -14481.216713 + Penalty 1685.900387 = -12795.316326
  nChanged 0
		SP:Iteration 19F (39457.890000 sec): 3 clusters
  Score: Raw -14481.216713 + Penalty 1685.900387 = -12795.316326
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 68 (159 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (39457.960000 sec): 2 clusters
  Score: Raw -8115.716111 + Penalty 823.696933 = -7292.019178
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (39458.100000 sec): 3 clusters
  Score: Raw -8323.434629 + Penalty 1647.393866 = -6676.040763
  nChanged 25
		SP:Iteration 1F (39458.300000 sec): 3 clusters
  Score: Raw -8476.264785 + Penalty 1647.393866 = -6828.870920
  nChanged 2
		SP:Iteration 2Q (39458.440000 sec): 3 clusters
  Score: Raw -8483.521423 + Penalty 1647.393866 = -6836.127557
  nChanged 0
		SP:Iteration 3F (39458.600000 sec): 3 clusters
  Score: Raw -8483.521423 + Penalty 1647.393866 = -6836.127557
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 69 (9314 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (39458.740000 sec): 2 clusters
  Score: Raw -1165558.827949 + Penalty 1485.132013 = -1164073.695936
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (39458.960000 sec): 3 clusters
  Score: Raw -1160333.148479 + Penalty 2970.264025 = -1157362.884454
  nChanged 4016
		SP:Iteration 1F (39459.170000 sec): 3 clusters
  Score: Raw -1162735.568113 + Penalty 2970.264025 = -1159765.304087
  nChanged 767
		SP:Iteration 2F (39459.350000 sec): 3 clusters
  Score: Raw -1163361.557453 + Penalty 2970.264025 = -1160391.293428
  nChanged 811
		SP:Iteration 3F (39459.520000 sec): 3 clusters
  Score: Raw -1164129.620457 + Penalty 2970.264025 = -1161159.356432
  nChanged 833
		SP:Iteration 4F (39459.700000 sec): 3 clusters
  Score: Raw -1164897.944045 + Penalty 2970.264025 = -1161927.680020
  nChanged 669
		SP:Iteration 5F (39459.910000 sec): 3 clusters
  Score: Raw -1165433.487186 + Penalty 2970.264025 = -1162463.223161
  nChanged 485
		SP:Iteration 6F (39460.080000 sec): 3 clusters
  Score: Raw -1165711.314652 + Penalty 2970.264025 = -1162741.050627
  nChanged 295
		SP:Iteration 7Q (39460.260000 sec): 3 clusters
  Score: Raw -1165855.453934 + Penalty 2970.264025 = -1162885.189909
  nChanged 215
		SP:Iteration 8Q (39460.440000 sec): 3 clusters
  Score: Raw -1165952.897848 + Penalty 2970.264025 = -1162982.633823
  nChanged 136
		SP:Iteration 9Q (39460.620000 sec): 3 clusters
  Score: Raw -1166002.480723 + Penalty 2970.264025 = -1163032.216698
  nChanged 105
		SP:Iteration 10Q (39460.790000 sec): 3 clusters
  Score: Raw -1166039.045722 + Penalty 2970.264025 = -1163068.781697
  nChanged 93
		SP:Iteration 11Q (39460.960000 sec): 3 clusters
  Score: Raw -1166066.411227 + Penalty 2970.264025 = -1163096.147201
  nChanged 72
		SP:Iteration 12Q (39461.140000 sec): 3 clusters
  Score: Raw -1166085.310370 + Penalty 2970.264025 = -1163115.046345
  nChanged 51
		SP:Iteration 13Q (39461.390000 sec): 3 clusters
  Score: Raw -1166096.070532 + Penalty 2970.264025 = -1163125.806507
  nChanged 35
		SP:Iteration 14Q (39461.580000 sec): 3 clusters
  Score: Raw -1166103.755253 + Penalty 2970.264025 = -1163133.491228
  nChanged 37
		SP:Iteration 15Q (39461.780000 sec): 3 clusters
  Score: Raw -1166112.316068 + Penalty 2970.264025 = -1163142.052043
  nChanged 32
		SP:Iteration 16Q (39461.990000 sec): 3 clusters
  Score: Raw -1166119.917008 + Penalty 2970.264025 = -1163149.652983
  nChanged 33
		SP:Iteration 17Q (39462.210000 sec): 3 clusters
  Score: Raw -1166127.580994 + Penalty 2970.264025 = -1163157.316969
  nChanged 29
		SP:Iteration 18Q (39462.450000 sec): 3 clusters
  Score: Raw -1166133.972820 + Penalty 2970.264025 = -1163163.708795
  nChanged 26
		SP:Iteration 19Q (39462.680000 sec): 3 clusters
  Score: Raw -1166140.829971 + Penalty 2970.264025 = -1163170.565946
  nChanged 26
		SP:Iteration 20F (39462.870000 sec): 3 clusters
  Score: Raw -1166148.437031 + Penalty 2970.264025 = -1163178.173005
  nChanged 24
		SP:Iteration 21Q (39463.060000 sec): 3 clusters
  Score: Raw -1166154.159778 + Penalty 2970.264025 = -1163183.895753
  nChanged 16
		SP:Iteration 22Q (39463.260000 sec): 3 clusters
  Score: Raw -1166156.876946 + Penalty 2970.264025 = -1163186.612921
  nChanged 8
		SP:Iteration 23Q (39463.450000 sec): 3 clusters
  Score: Raw -1166158.563004 + Penalty 2970.264025 = -1163188.298979
  nChanged 8
		SP:Iteration 24Q (39463.650000 sec): 3 clusters
  Score: Raw -1166159.455875 + Penalty 2970.264025 = -1163189.191850
  nChanged 3
		SP:Iteration 25Q (39463.840000 sec): 3 clusters
  Score: Raw -1166159.685344 + Penalty 2970.264025 = -1163189.421319
  nChanged 2
		SP:Iteration 26Q (39464.030000 sec): 3 clusters
  Score: Raw -1166160.215005 + Penalty 2970.264025 = -1163189.950980
  nChanged 1
		SP:Iteration 27Q (39464.230000 sec): 3 clusters
  Score: Raw -1166160.497656 + Penalty 2970.264025 = -1163190.233631
  nChanged 3
		SP:Iteration 28Q (39464.440000 sec): 3 clusters
  Score: Raw -1166160.971138 + Penalty 2970.264025 = -1163190.707113
  nChanged 2
		SP:Iteration 29Q (39464.650000 sec): 3 clusters
  Score: Raw -1166161.279512 + Penalty 2970.264025 = -1163191.015487
  nChanged 0
		SP:Iteration 30F (39464.830000 sec): 3 clusters
  Score: Raw -1166161.279512 + Penalty 2970.264025 = -1163191.015487
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 70 (300 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (39464.890000 sec): 2 clusters
  Score: Raw -35990.965450 + Penalty 926.864652 = -35064.100798
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (39465.050000 sec): 3 clusters
  Score: Raw -36045.967969 + Penalty 1853.729304 = -34192.238665
  nChanged 59
		SP:Iteration 1F (39465.250000 sec): 3 clusters
  Score: Raw -36192.053900 + Penalty 1853.729304 = -34338.324596
  nChanged 23
		SP:Iteration 2F (39465.440000 sec): 3 clusters
  Score: Raw -36277.120227 + Penalty 1853.729304 = -34423.390922
  nChanged 10
		SP:Iteration 3Q (39465.580000 sec): 3 clusters
  Score: Raw -36330.253662 + Penalty 1853.729304 = -34476.524358
  nChanged 6
		SP:Iteration 4Q (39465.720000 sec): 3 clusters
  Score: Raw -36356.002389 + Penalty 1853.729304 = -34502.273085
  nChanged 3
		SP:Iteration 5Q (39465.880000 sec): 3 clusters
  Score: Raw -36382.837986 + Penalty 1853.729304 = -34529.108682
  nChanged 4
		SP:Iteration 6Q (39466.070000 sec): 3 clusters
  Score: Raw -36395.598865 + Penalty 1853.729304 = -34541.869561
  nChanged 2
		SP:Iteration 7Q (39466.230000 sec): 3 clusters
  Score: Raw -36398.350539 + Penalty 1853.729304 = -34544.621235
  nChanged 1
		SP:Iteration 8Q (39466.360000 sec): 3 clusters
  Score: Raw -36398.923101 + Penalty 1853.729304 = -34545.193797
  nChanged 0
		SP:Iteration 9F (39466.510000 sec): 3 clusters
  Score: Raw -36398.923101 + Penalty 1853.729304 = -34545.193797
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 71 (208 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (39466.590000 sec): 2 clusters
  Score: Raw -16135.700236 + Penalty 867.349938 = -15268.350298
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (39466.760000 sec): 3 clusters
  Score: Raw -16261.882006 + Penalty 1734.699876 = -14527.182130
  nChanged 34
		SP:Iteration 1F (39466.920000 sec): 3 clusters
  Score: Raw -16361.055001 + Penalty 1734.699876 = -14626.355125
  nChanged 10
		SP:Iteration 2Q (39467.090000 sec): 3 clusters
  Score: Raw -16383.820199 + Penalty 1734.699876 = -14649.120323
  nChanged 3
		SP:Iteration 3Q (39467.250000 sec): 3 clusters
  Score: Raw -16398.971116 + Penalty 1734.699876 = -14664.271240
  nChanged 2
		SP:Iteration 4Q (39467.410000 sec): 3 clusters
  Score: Raw -16416.313769 + Penalty 1734.699876 = -14681.613893
  nChanged 0
		SP:Iteration 5F (39467.580000 sec): 3 clusters
  Score: Raw -16416.313769 + Penalty 1734.699876 = -14681.613893
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 72 (310 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (39467.670000 sec): 2 clusters
  Score: Raw -26246.121372 + Penalty 932.192998 = -25313.928374
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (39467.810000 sec): 3 clusters
  Score: Raw -26293.086410 + Penalty 1864.385997 = -24428.700413
  nChanged 70
		SP:Iteration 1F (39467.970000 sec): 3 clusters
  Score: Raw -26457.857004 + Penalty 1864.385997 = -24593.471008
  nChanged 25
		SP:Iteration 2F (39468.130000 sec): 3 clusters
  Score: Raw -26547.283401 + Penalty 1864.385997 = -24682.897404
  nChanged 19
		SP:Iteration 3F (39468.290000 sec): 3 clusters
  Score: Raw -26630.903251 + Penalty 1864.385997 = -24766.517254
  nChanged 13
		SP:Iteration 4Q (39468.450000 sec): 3 clusters
  Score: Raw -26689.530430 + Penalty 1864.385997 = -24825.144433
  nChanged 9
		SP:Iteration 5Q (39468.610000 sec): 3 clusters
  Score: Raw -26760.237200 + Penalty 1864.385997 = -24895.851203
  nChanged 7
		SP:Iteration 6Q (39468.770000 sec): 3 clusters
  Score: Raw -26813.774828 + Penalty 1864.385997 = -24949.388831
  nChanged 9
		SP:Iteration 7Q (39468.930000 sec): 3 clusters
  Score: Raw -26879.918804 + Penalty 1864.385997 = -25015.532807
  nChanged 11
		SP:Iteration 8Q (39469.090000 sec): 3 clusters
  Score: Raw -26957.683658 + Penalty 1864.385997 = -25093.297662
  nChanged 6
		SP:Iteration 9Q (39469.250000 sec): 3 clusters
  Score: Raw -26986.652975 + Penalty 1864.385997 = -25122.266978
  nChanged 6
		SP:Iteration 10Q (39469.410000 sec): 3 clusters
  Score: Raw -27016.825660 + Penalty 1864.385997 = -25152.439663
  nChanged 7
		SP:Iteration 11Q (39469.580000 sec): 3 clusters
  Score: Raw -27035.883827 + Penalty 1864.385997 = -25171.497830
  nChanged 2
		SP:Iteration 12Q (39469.780000 sec): 3 clusters
  Score: Raw -27041.372500 + Penalty 1864.385997 = -25176.986503
  nChanged 3
		SP:Iteration 13Q (39469.920000 sec): 3 clusters
  Score: Raw -27050.770387 + Penalty 1864.385997 = -25186.384390
  nChanged 3
		SP:Iteration 14Q (39470.110000 sec): 3 clusters
  Score: Raw -27057.197478 + Penalty 1864.385997 = -25192.811481
  nChanged 3
		SP:Iteration 15Q (39470.280000 sec): 3 clusters
  Score: Raw -27077.776782 + Penalty 1864.385997 = -25213.390785
  nChanged 2
		SP:Iteration 16Q (39470.450000 sec): 3 clusters
  Score: Raw -27089.555008 + Penalty 1864.385997 = -25225.169012
  nChanged 2
		SP:Iteration 17Q (39470.610000 sec): 3 clusters
  Score: Raw -27095.359436 + Penalty 1864.385997 = -25230.973440
  nChanged 1
		SP:Iteration 18Q (39470.750000 sec): 3 clusters
  Score: Raw -27098.738713 + Penalty 1864.385997 = -25234.352717
  nChanged 1
		SP:Iteration 19Q (39470.890000 sec): 3 clusters
  Score: Raw -27101.184198 + Penalty 1864.385997 = -25236.798201
  nChanged 0
		SP:Iteration 20F (39471.040000 sec): 3 clusters
  Score: Raw -27105.652655 + Penalty 1864.385997 = -25241.266659
  nChanged 1
		SP:Iteration 21Q (39471.180000 sec): 3 clusters
  Score: Raw -27117.392855 + Penalty 1864.385997 = -25253.006858
  nChanged 4
		SP:Iteration 22Q (39471.330000 sec): 3 clusters
  Score: Raw -27133.122734 + Penalty 1864.385997 = -25268.736738
  nChanged 5
		SP:Iteration 23Q (39471.470000 sec): 3 clusters
  Score: Raw -27168.155776 + Penalty 1864.385997 = -25303.769779
  nChanged 3
		SP:Iteration 24Q (39471.610000 sec): 3 clusters
  Score: Raw -27183.148777 + Penalty 1864.385997 = -25318.762781
  nChanged 2
		SP:Iteration 25Q (39471.770000 sec): 3 clusters
  Score: Raw -27185.185636 + Penalty 1864.385997 = -25320.799639
  nChanged 1
		SP:Iteration 26Q (39471.930000 sec): 3 clusters
  Score: Raw -27188.064835 + Penalty 1864.385997 = -25323.678839
  nChanged 0
		SP:Iteration 27F (39472.130000 sec): 3 clusters
  Score: Raw -27188.064835 + Penalty 1864.385997 = -25323.678839
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 77.
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 73 (186 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (39472.250000 sec): 2 clusters
  Score: Raw -16943.266083 + Penalty 849.183834 = -16094.082248
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (39472.390000 sec): 3 clusters
  Score: Raw -17066.359175 + Penalty 1698.367669 = -15367.991506
  nChanged 37
		SP:Iteration 1F (39472.560000 sec): 3 clusters
  Score: Raw -17258.681336 + Penalty 1698.367669 = -15560.313667
  nChanged 8
		SP:Iteration 2Q (39472.720000 sec): 3 clusters
  Score: Raw -17319.300240 + Penalty 1698.367669 = -15620.932571
  nChanged 5
		SP:Iteration 3Q (39472.880000 sec): 3 clusters
  Score: Raw -17336.112460 + Penalty 1698.367669 = -15637.744791
  nChanged 0
		SP:Iteration 4F (39473.070000 sec): 3 clusters
  Score: Raw -17336.112460 + Penalty 1698.367669 = -15637.744791
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 74 (575 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (39473.160000 sec): 2 clusters
  Score: Raw -83057.544918 + Penalty 1032.585132 = -82024.959786
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (39473.340000 sec): 3 clusters
  Score: Raw -83021.052785 + Penalty 2065.170263 = -80955.882521
  nChanged 165
		SP:Iteration 1F (39473.510000 sec): 3 clusters
  Score: Raw -83368.318021 + Penalty 2065.170263 = -81303.147757
  nChanged 55
		SP:Iteration 2F (39473.660000 sec): 3 clusters
  Score: Raw -83517.974742 + Penalty 2065.170263 = -81452.804479
  nChanged 28
		SP:Iteration 3Q (39473.840000 sec): 3 clusters
  Score: Raw -83572.381048 + Penalty 2065.170263 = -81507.210785
  nChanged 23
		SP:Iteration 4Q (39474.010000 sec): 3 clusters
  Score: Raw -83621.666155 + Penalty 2065.170263 = -81556.495892
  nChanged 20
		SP:Iteration 5Q (39474.130000 sec): 3 clusters
  Score: Raw -83670.396945 + Penalty 2065.170263 = -81605.226682
  nChanged 21
		SP:Iteration 6Q (39474.300000 sec): 3 clusters
  Score: Raw -83717.850736 + Penalty 2065.170263 = -81652.680473
  nChanged 16
		SP:Iteration 7Q (39474.460000 sec): 3 clusters
  Score: Raw -83792.103177 + Penalty 2065.170263 = -81726.932914
  nChanged 15
		SP:Iteration 8Q (39474.630000 sec): 3 clusters
  Score: Raw -83826.918758 + Penalty 2065.170263 = -81761.748495
  nChanged 5
		SP:Iteration 9Q (39474.790000 sec): 3 clusters
  Score: Raw -83847.488628 + Penalty 2065.170263 = -81782.318364
  nChanged 6
		SP:Iteration 10Q (39474.950000 sec): 3 clusters
  Score: Raw -83863.151315 + Penalty 2065.170263 = -81797.981052
  nChanged 6
		SP:Iteration 11Q (39475.110000 sec): 3 clusters
  Score: Raw -83883.893780 + Penalty 2065.170263 = -81818.723517
  nChanged 1
		SP:Iteration 12Q (39475.320000 sec): 3 clusters
  Score: Raw -83884.974323 + Penalty 2065.170263 = -81819.804060
  nChanged 1
		SP:Iteration 13Q (39475.480000 sec): 3 clusters
  Score: Raw -83886.203495 + Penalty 2065.170263 = -81821.033232
  nChanged 2
		SP:Iteration 14Q (39475.600000 sec): 3 clusters
  Score: Raw -83901.694462 + Penalty 2065.170263 = -81836.524199
  nChanged 3
		SP:Iteration 15Q (39475.760000 sec): 3 clusters
  Score: Raw -83913.915688 + Penalty 2065.170263 = -81848.745424
  nChanged 0
		SP:Iteration 16F (39475.920000 sec): 3 clusters
  Score: Raw -83913.915688 + Penalty 2065.170263 = -81848.745424
  nChanged 0
Deleting Class 21 (43 points): Lose 1265.258557 but Gain 2224.536093
Iteration 379Q (39597.980000 sec): 77 clusters
  Score: Raw -104765989.074295 + Penalty 169064.743089 = -104596924.331206
  nChanged 86
Deleting Class 49 (121 points): Lose 1614.150657 but Gain 2224.536093
Iteration 380F (39754.580000 sec): 76 clusters
  Score: Raw -104765045.731774 + Penalty 166840.206996 = -104598205.524778
  nChanged 182
Deleting Class 72 (186 points): Lose 1845.285811 but Gain 2224.536093
Iteration 381Q (39849.400000 sec): 75 clusters
  Score: Raw -104764188.831461 + Penalty 164615.670902 = -104599573.160559
  nChanged 216
Iteration 382Q (39948.850000 sec): 75 clusters
  Score: Raw -104764902.835440 + Penalty 164615.670902 = -104600287.164538
  nChanged 43
Iteration 383Q (40052.450000 sec): 75 clusters
  Score: Raw -104765062.155688 + Penalty 164615.670902 = -104600446.484786
  nChanged 34
Iteration 384Q (40154.270000 sec): 75 clusters
  Score: Raw -104765097.569983 + Penalty 164615.670902 = -104600481.899080
  nChanged 24
Iteration 385Q (40258.050000 sec): 75 clusters
  Score: Raw -104765119.072921 + Penalty 164615.670902 = -104600503.402019
  nChanged 19
Iteration 386Q (40357.030000 sec): 75 clusters
  Score: Raw -104765127.309309 + Penalty 164615.670902 = -104600511.638406
  nChanged 16
Iteration 387Q (40455.900000 sec): 75 clusters
  Score: Raw -104765130.785337 + Penalty 164615.670902 = -104600515.114434
  nChanged 8
Iteration 388Q (40558.430000 sec): 75 clusters
  Score: Raw -104765140.822665 + Penalty 164615.670902 = -104600525.151762
  nChanged 9
Iteration 389Q (40661.820000 sec): 75 clusters
  Score: Raw -104765140.990886 + Penalty 164615.670902 = -104600525.319983
  nChanged 5
Iteration 390Q (40764.610000 sec): 75 clusters
  Score: Raw -104765141.082281 + Penalty 164615.670902 = -104600525.411379
  nChanged 3
Iteration 391Q (40866.430000 sec): 75 clusters
  Score: Raw -104765141.134869 + Penalty 164615.670902 = -104600525.463967
  nChanged 2
Iteration 392Q (40957.140000 sec): 75 clusters
  Score: Raw -104765141.169150 + Penalty 164615.670902 = -104600525.498248
  nChanged 1
Iteration 393Q (41060.150000 sec): 75 clusters
  Score: Raw -104765141.186476 + Penalty 164615.670902 = -104600525.515573
  nChanged 1
Iteration 394Q (41160.690000 sec): 75 clusters
  Score: Raw -104765141.202060 + Penalty 164615.670902 = -104600525.531157
  nChanged 0
Iteration 395F (41310.860000 sec): 75 clusters
  Score: Raw -104765147.362003 + Penalty 164615.670902 = -104600531.691101
  nChanged 5
Iteration 396Q (41411.000000 sec): 75 clusters
  Score: Raw -104765205.245674 + Penalty 164615.670902 = -104600589.574772
  nChanged 5
Iteration 397Q (41512.850000 sec): 75 clusters
  Score: Raw -104765255.254087 + Penalty 164615.670902 = -104600639.583185
  nChanged 1
Iteration 398Q (41616.610000 sec): 75 clusters
  Score: Raw -104765264.381838 + Penalty 164615.670902 = -104600648.710936
  nChanged 2
Iteration 399Q (41718.350000 sec): 75 clusters
  Score: Raw -104765274.431574 + Penalty 164615.670902 = -104600658.760671
  nChanged 2
Iteration 400F (41868.350000 sec): 75 clusters
  Score: Raw -104765284.028878 + Penalty 164615.670902 = -104600668.357975
  nChanged 3
Iteration 401Q (41969.030000 sec): 75 clusters
  Score: Raw -104765291.231579 + Penalty 164615.670902 = -104600675.560676
  nChanged 0
Iteration 402F (42123.640000 sec): 75 clusters
  Score: Raw -104765291.231579 + Penalty 164615.670902 = -104600675.560676
  nChanged 0
Compute initial score before splitting:   Score: Raw -104765291.231579 + Penalty 164615.670902 = -104600675.560676
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 1 (10307 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (42123.750000 sec): 2 clusters
  Score: Raw -1223213.568741 + Penalty 1501.594015 = -1221711.974726
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (42123.940000 sec): 3 clusters
  Score: Raw -1217368.461188 + Penalty 3003.188030 = -1214365.273158
  nChanged 4469
		SP:Iteration 1F (42124.130000 sec): 3 clusters
  Score: Raw -1219806.985072 + Penalty 3003.188030 = -1216803.797042
  nChanged 682
		SP:Iteration 2F (42124.330000 sec): 3 clusters
  Score: Raw -1220195.916051 + Penalty 3003.188030 = -1217192.728021
  nChanged 644
		SP:Iteration 3F (42124.530000 sec): 3 clusters
  Score: Raw -1220559.880157 + Penalty 3003.188030 = -1217556.692127
  nChanged 602
		SP:Iteration 4F (42124.710000 sec): 3 clusters
  Score: Raw -1220916.277876 + Penalty 3003.188030 = -1217913.089845
  nChanged 583
		SP:Iteration 5F (42124.890000 sec): 3 clusters
  Score: Raw -1221271.296626 + Penalty 3003.188030 = -1218268.108596
  nChanged 518
		SP:Iteration 6F (42125.100000 sec): 3 clusters
  Score: Raw -1221605.570030 + Penalty 3003.188030 = -1218602.382000
  nChanged 525
		SP:Iteration 7F (42125.310000 sec): 3 clusters
  Score: Raw -1221949.107407 + Penalty 3003.188030 = -1218945.919376
  nChanged 450
		SP:Iteration 8Q (42125.530000 sec): 3 clusters
  Score: Raw -1222233.892749 + Penalty 3003.188030 = -1219230.704718
  nChanged 352
		SP:Iteration 9Q (42125.730000 sec): 3 clusters
  Score: Raw -1222396.774257 + Penalty 3003.188030 = -1219393.586226
  nChanged 268
		SP:Iteration 10Q (42125.930000 sec): 3 clusters
  Score: Raw -1222503.139335 + Penalty 3003.188030 = -1219499.951305
  nChanged 218
		SP:Iteration 11Q (42126.090000 sec): 3 clusters
  Score: Raw -1222576.845483 + Penalty 3003.188030 = -1219573.657453
  nChanged 159
		SP:Iteration 12Q (42126.260000 sec): 3 clusters
  Score: Raw -1222623.475788 + Penalty 3003.188030 = -1219620.287758
  nChanged 132
		SP:Iteration 13Q (42126.430000 sec): 3 clusters
  Score: Raw -1222659.243343 + Penalty 3003.188030 = -1219656.055313
  nChanged 100
		SP:Iteration 14Q (42126.660000 sec): 3 clusters
  Score: Raw -1222684.421007 + Penalty 3003.188030 = -1219681.232976
  nChanged 96
		SP:Iteration 15Q (42126.870000 sec): 3 clusters
  Score: Raw -1222706.085856 + Penalty 3003.188030 = -1219702.897826
  nChanged 78
		SP:Iteration 16Q (42127.040000 sec): 3 clusters
  Score: Raw -1222721.211080 + Penalty 3003.188030 = -1219718.023050
  nChanged 66
		SP:Iteration 17Q (42127.220000 sec): 3 clusters
  Score: Raw -1222732.608643 + Penalty 3003.188030 = -1219729.420612
  nChanged 53
		SP:Iteration 18Q (42127.350000 sec): 3 clusters
  Score: Raw -1222740.726525 + Penalty 3003.188030 = -1219737.538495
  nChanged 42
		SP:Iteration 19Q (42127.570000 sec): 3 clusters
  Score: Raw -1222748.065504 + Penalty 3003.188030 = -1219744.877474
  nChanged 33
		SP:Iteration 20F (42127.800000 sec): 3 clusters
  Score: Raw -1222753.259595 + Penalty 3003.188030 = -1219750.071565
  nChanged 32
		SP:Iteration 21Q (42127.950000 sec): 3 clusters
  Score: Raw -1222757.154770 + Penalty 3003.188030 = -1219753.966739
  nChanged 30
		SP:Iteration 22Q (42128.160000 sec): 3 clusters
  Score: Raw -1222760.558513 + Penalty 3003.188030 = -1219757.370482
  nChanged 21
		SP:Iteration 23Q (42128.340000 sec): 3 clusters
  Score: Raw -1222762.362190 + Penalty 3003.188030 = -1219759.174159
  nChanged 17
		SP:Iteration 24Q (42128.530000 sec): 3 clusters
  Score: Raw -1222763.827029 + Penalty 3003.188030 = -1219760.638998
  nChanged 15
		SP:Iteration 25Q (42128.690000 sec): 3 clusters
  Score: Raw -1222766.068970 + Penalty 3003.188030 = -1219762.880940
  nChanged 22
		SP:Iteration 26Q (42128.900000 sec): 3 clusters
  Score: Raw -1222768.971193 + Penalty 3003.188030 = -1219765.783163
  nChanged 24
		SP:Iteration 27Q (42129.120000 sec): 3 clusters
  Score: Raw -1222771.772422 + Penalty 3003.188030 = -1219768.584391
  nChanged 21
		SP:Iteration 28Q (42129.250000 sec): 3 clusters
  Score: Raw -1222773.756278 + Penalty 3003.188030 = -1219770.568248
  nChanged 12
		SP:Iteration 29Q (42129.450000 sec): 3 clusters
  Score: Raw -1222775.419096 + Penalty 3003.188030 = -1219772.231065
  nChanged 14
		SP:Iteration 30Q (42129.630000 sec): 3 clusters
  Score: Raw -1222776.594189 + Penalty 3003.188030 = -1219773.406158
  nChanged 10
		SP:Iteration 31Q (42129.850000 sec): 3 clusters
  Score: Raw -1222777.331421 + Penalty 3003.188030 = -1219774.143391
  nChanged 7
		SP:Iteration 32Q (42130.040000 sec): 3 clusters
  Score: Raw -1222777.919166 + Penalty 3003.188030 = -1219774.731136
  nChanged 7
		SP:Iteration 33Q (42130.260000 sec): 3 clusters
  Score: Raw -1222778.747446 + Penalty 3003.188030 = -1219775.559416
  nChanged 7
		SP:Iteration 34Q (42130.500000 sec): 3 clusters
  Score: Raw -1222779.326927 + Penalty 3003.188030 = -1219776.138897
  nChanged 5
		SP:Iteration 35Q (42130.650000 sec): 3 clusters
  Score: Raw -1222779.611414 + Penalty 3003.188030 = -1219776.423383
  nChanged 3
		SP:Iteration 36Q (42130.850000 sec): 3 clusters
  Score: Raw -1222779.713133 + Penalty 3003.188030 = -1219776.525102
  nChanged 2
		SP:Iteration 37Q (42131.000000 sec): 3 clusters
  Score: Raw -1222779.940958 + Penalty 3003.188030 = -1219776.752928
  nChanged 5
		SP:Iteration 38Q (42131.210000 sec): 3 clusters
  Score: Raw -1222780.321758 + Penalty 3003.188030 = -1219777.133728
  nChanged 3
		SP:Iteration 39Q (42131.460000 sec): 3 clusters
  Score: Raw -1222780.653312 + Penalty 3003.188030 = -1219777.465282
  nChanged 4
		SP:Iteration 40F (42131.650000 sec): 3 clusters
  Score: Raw -1222781.246810 + Penalty 3003.188030 = -1219778.058779
  nChanged 6
		SP:Iteration 41Q (42131.880000 sec): 3 clusters
  Score: Raw -1222781.846222 + Penalty 3003.188030 = -1219778.658191
  nChanged 9
		SP:Iteration 42Q (42132.100000 sec): 3 clusters
  Score: Raw -1222782.881762 + Penalty 3003.188030 = -1219779.693731
  nChanged 6
		SP:Iteration 43Q (42132.270000 sec): 3 clusters
  Score: Raw -1222783.543103 + Penalty 3003.188030 = -1219780.355072
  nChanged 6
		SP:Iteration 44Q (42132.430000 sec): 3 clusters
  Score: Raw -1222784.088819 + Penalty 3003.188030 = -1219780.900789
  nChanged 7
		SP:Iteration 45Q (42132.670000 sec): 3 clusters
  Score: Raw -1222784.993722 + Penalty 3003.188030 = -1219781.805691
  nChanged 8
		SP:Iteration 46Q (42132.860000 sec): 3 clusters
  Score: Raw -1222785.838279 + Penalty 3003.188030 = -1219782.650249
  nChanged 6
		SP:Iteration 47Q (42133.080000 sec): 3 clusters
  Score: Raw -1222786.454637 + Penalty 3003.188030 = -1219783.266607
  nChanged 7
		SP:Iteration 48Q (42133.310000 sec): 3 clusters
  Score: Raw -1222787.004100 + Penalty 3003.188030 = -1219783.816069
  nChanged 8
		SP:Iteration 49Q (42133.520000 sec): 3 clusters
  Score: Raw -1222787.924526 + Penalty 3003.188030 = -1219784.736495
  nChanged 12
		SP:Iteration 50Q (42133.650000 sec): 3 clusters
  Score: Raw -1222788.996110 + Penalty 3003.188030 = -1219785.808080
  nChanged 6
		SP:Iteration 51Q (42133.830000 sec): 3 clusters
  Score: Raw -1222789.599924 + Penalty 3003.188030 = -1219786.411893
  nChanged 5
		SP:Iteration 52Q (42133.980000 sec): 3 clusters
  Score: Raw -1222789.975714 + Penalty 3003.188030 = -1219786.787684
  nChanged 4
		SP:Iteration 53Q (42134.170000 sec): 3 clusters
  Score: Raw -1222790.437585 + Penalty 3003.188030 = -1219787.249555
  nChanged 3
		SP:Iteration 54Q (42134.380000 sec): 3 clusters
  Score: Raw -1222790.656091 + Penalty 3003.188030 = -1219787.468060
  nChanged 1
		SP:Iteration 55Q (42134.580000 sec): 3 clusters
  Score: Raw -1222790.717189 + Penalty 3003.188030 = -1219787.529158
  nChanged 2
		SP:Iteration 56Q (42134.740000 sec): 3 clusters
  Score: Raw -1222790.844765 + Penalty 3003.188030 = -1219787.656734
  nChanged 1
		SP:Iteration 57Q (42134.970000 sec): 3 clusters
  Score: Raw -1222790.945163 + Penalty 3003.188030 = -1219787.757132
  nChanged 0
		SP:Iteration 58F (42135.170000 sec): 3 clusters
  Score: Raw -1222790.945163 + Penalty 3003.188030 = -1219787.757132
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 2 (23921 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (42135.350000 sec): 2 clusters
  Score: Raw -3008506.404192 + Penalty 1638.408202 = -3006867.995990
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (42135.650000 sec): 3 clusters
  Score: Raw -2993843.591487 + Penalty 3276.816404 = -2990566.775083
  nChanged 10920
		SP:Iteration 1F (42135.920000 sec): 3 clusters
  Score: Raw -2999821.742508 + Penalty 3276.816404 = -2996544.926104
  nChanged 1091
		SP:Iteration 2Q (42136.220000 sec): 3 clusters
  Score: Raw -3000196.639229 + Penalty 3276.816404 = -2996919.822824
  nChanged 1092
		SP:Iteration 3Q (42136.560000 sec): 3 clusters
  Score: Raw -3000593.219253 + Penalty 3276.816404 = -2997316.402849
  nChanged 1129
		SP:Iteration 4Q (42136.870000 sec): 3 clusters
  Score: Raw -3001083.498901 + Penalty 3276.816404 = -2997806.682496
  nChanged 1308
		SP:Iteration 5F (42137.160000 sec): 3 clusters
  Score: Raw -3001764.710338 + Penalty 3276.816404 = -2998487.893934
  nChanged 1477
		SP:Iteration 6F (42137.440000 sec): 3 clusters
  Score: Raw -3002701.327718 + Penalty 3276.816404 = -2999424.511314
  nChanged 1718
		SP:Iteration 7F (42137.680000 sec): 3 clusters
  Score: Raw -3004028.452855 + Penalty 3276.816404 = -3000751.636451
  nChanged 1724
		SP:Iteration 8F (42137.950000 sec): 3 clusters
  Score: Raw -3005528.464774 + Penalty 3276.816404 = -3002251.648370
  nChanged 1458
		SP:Iteration 9F (42138.230000 sec): 3 clusters
  Score: Raw -3006904.028052 + Penalty 3276.816404 = -3003627.211648
  nChanged 977
		SP:Iteration 10Q (42138.580000 sec): 3 clusters
  Score: Raw -3007780.762205 + Penalty 3276.816404 = -3004503.945801
  nChanged 562
		SP:Iteration 11Q (42138.890000 sec): 3 clusters
  Score: Raw -3008276.189155 + Penalty 3276.816404 = -3004999.372750
  nChanged 298
		SP:Iteration 12Q (42139.190000 sec): 3 clusters
  Score: Raw -3008523.421372 + Penalty 3276.816404 = -3005246.604968
  nChanged 131
		SP:Iteration 13Q (42139.450000 sec): 3 clusters
  Score: Raw -3008624.396040 + Penalty 3276.816404 = -3005347.579636
  nChanged 76
		SP:Iteration 14Q (42139.760000 sec): 3 clusters
  Score: Raw -3008680.623535 + Penalty 3276.816404 = -3005403.807130
  nChanged 32
		SP:Iteration 15Q (42140.040000 sec): 3 clusters
  Score: Raw -3008709.120663 + Penalty 3276.816404 = -3005432.304259
  nChanged 25
		SP:Iteration 16Q (42140.360000 sec): 3 clusters
  Score: Raw -3008734.939165 + Penalty 3276.816404 = -3005458.122761
  nChanged 20
		SP:Iteration 17Q (42140.630000 sec): 3 clusters
  Score: Raw -3008750.187591 + Penalty 3276.816404 = -3005473.371187
  nChanged 6
		SP:Iteration 18Q (42140.890000 sec): 3 clusters
  Score: Raw -3008754.450027 + Penalty 3276.816404 = -3005477.633623
  nChanged 7
		SP:Iteration 19Q (42141.180000 sec): 3 clusters
  Score: Raw -3008760.468724 + Penalty 3276.816404 = -3005483.652320
  nChanged 6
		SP:Iteration 20F (42141.490000 sec): 3 clusters
  Score: Raw -3008765.904521 + Penalty 3276.816404 = -3005489.088116
  nChanged 5
		SP:Iteration 21Q (42141.780000 sec): 3 clusters
  Score: Raw -3008769.858465 + Penalty 3276.816404 = -3005493.042061
  nChanged 5
		SP:Iteration 22Q (42142.070000 sec): 3 clusters
  Score: Raw -3008773.589736 + Penalty 3276.816404 = -3005496.773332
  nChanged 6
		SP:Iteration 23Q (42142.330000 sec): 3 clusters
  Score: Raw -3008778.615644 + Penalty 3276.816404 = -3005501.799240
  nChanged 4
		SP:Iteration 24Q (42142.600000 sec): 3 clusters
  Score: Raw -3008780.696602 + Penalty 3276.816404 = -3005503.880198
  nChanged 0
		SP:Iteration 25F (42142.920000 sec): 3 clusters
  Score: Raw -3008780.696602 + Penalty 3276.816404 = -3005503.880198
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 3 (146 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (42143.010000 sec): 2 clusters
  Score: Raw -16929.937136 + Penalty 809.836076 = -16120.101060
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (42143.090000 sec): 3 clusters
  Score: Raw -17164.168194 + Penalty 1619.672152 = -15544.496042
  nChanged 29
		SP:Iteration 1F (42143.230000 sec): 3 clusters
  Score: Raw -17335.804738 + Penalty 1619.672152 = -15716.132586
  nChanged 6
		SP:Iteration 2Q (42143.350000 sec): 3 clusters
  Score: Raw -17381.169208 + Penalty 1619.672152 = -15761.497055
  nChanged 3
		SP:Iteration 3Q (42143.460000 sec): 3 clusters
  Score: Raw -17392.002336 + Penalty 1619.672152 = -15772.330184
  nChanged 1
		SP:Iteration 4Q (42143.590000 sec): 3 clusters
  Score: Raw -17399.584485 + Penalty 1619.672152 = -15779.912333
  nChanged 4
		SP:Iteration 5Q (42143.760000 sec): 3 clusters
  Score: Raw -17431.835385 + Penalty 1619.672152 = -15812.163233
  nChanged 6
		SP:Iteration 6Q (42143.920000 sec): 3 clusters
  Score: Raw -17472.675533 + Penalty 1619.672152 = -15853.003381
  nChanged 3
		SP:Iteration 7Q (42144.080000 sec): 3 clusters
  Score: Raw -17487.633037 + Penalty 1619.672152 = -15867.960885
  nChanged 1
		SP:Iteration 8Q (42144.270000 sec): 3 clusters
  Score: Raw -17490.077843 + Penalty 1619.672152 = -15870.405691
  nChanged 0
		SP:Iteration 9F (42144.370000 sec): 3 clusters
  Score: Raw -17490.077843 + Penalty 1619.672152 = -15870.405691
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 4 (1341 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (42144.470000 sec): 2 clusters
  Score: Raw -150120.023181 + Penalty 1170.190269 = -148949.832912
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (42144.590000 sec): 3 clusters
  Score: Raw -149672.825586 + Penalty 2340.380537 = -147332.445049
  nChanged 450
		SP:Iteration 1F (42144.760000 sec): 3 clusters
  Score: Raw -150101.282690 + Penalty 2340.380537 = -147760.902153
  nChanged 120
		SP:Iteration 2F (42144.900000 sec): 3 clusters
  Score: Raw -150225.514056 + Penalty 2340.380537 = -147885.133519
  nChanged 83
		SP:Iteration 3F (42144.990000 sec): 3 clusters
  Score: Raw -150326.606716 + Penalty 2340.380537 = -147986.226179
  nChanged 68
		SP:Iteration 4F (42145.150000 sec): 3 clusters
  Score: Raw -150410.020201 + Penalty 2340.380537 = -148069.639664
  nChanged 54
		SP:Iteration 5Q (42145.240000 sec): 3 clusters
  Score: Raw -150497.915226 + Penalty 2340.380537 = -148157.534689
  nChanged 43
		SP:Iteration 6Q (42145.340000 sec): 3 clusters
  Score: Raw -150576.435489 + Penalty 2340.380537 = -148236.054952
  nChanged 24
		SP:Iteration 7Q (42145.430000 sec): 3 clusters
  Score: Raw -150632.968655 + Penalty 2340.380537 = -148292.588118
  nChanged 23
		SP:Iteration 8Q (42145.530000 sec): 3 clusters
  Score: Raw -150665.393979 + Penalty 2340.380537 = -148325.013442
  nChanged 23
		SP:Iteration 9Q (42145.620000 sec): 3 clusters
  Score: Raw -150702.951957 + Penalty 2340.380537 = -148362.571420
  nChanged 24
		SP:Iteration 10Q (42145.730000 sec): 3 clusters
  Score: Raw -150730.406509 + Penalty 2340.380537 = -148390.025972
  nChanged 19
		SP:Iteration 11Q (42145.840000 sec): 3 clusters
  Score: Raw -150749.933263 + Penalty 2340.380537 = -148409.552726
  nChanged 10
		SP:Iteration 12Q (42145.970000 sec): 3 clusters
  Score: Raw -150760.559988 + Penalty 2340.380537 = -148420.179451
  nChanged 8
		SP:Iteration 13Q (42146.120000 sec): 3 clusters
  Score: Raw -150766.374233 + Penalty 2340.380537 = -148425.993696
  nChanged 6
		SP:Iteration 14Q (42146.250000 sec): 3 clusters
  Score: Raw -150773.556521 + Penalty 2340.380537 = -148433.175984
  nChanged 4
		SP:Iteration 15Q (42146.400000 sec): 3 clusters
  Score: Raw -150777.998429 + Penalty 2340.380537 = -148437.617892
  nChanged 1
		SP:Iteration 16Q (42146.530000 sec): 3 clusters
  Score: Raw -150778.616136 + Penalty 2340.380537 = -148438.235599
  nChanged 2
		SP:Iteration 17Q (42146.680000 sec): 3 clusters
  Score: Raw -150780.112852 + Penalty 2340.380537 = -148439.732315
  nChanged 1
		SP:Iteration 18Q (42146.770000 sec): 3 clusters
  Score: Raw -150782.355831 + Penalty 2340.380537 = -148441.975294
  nChanged 2
		SP:Iteration 19Q (42146.880000 sec): 3 clusters
  Score: Raw -150783.360348 + Penalty 2340.380537 = -148442.979811
  nChanged 0
		SP:Iteration 20F (42147.010000 sec): 3 clusters
  Score: Raw -150789.423438 + Penalty 2340.380537 = -148449.042901
  nChanged 1
		SP:Iteration 21Q (42147.170000 sec): 3 clusters
  Score: Raw -150792.715891 + Penalty 2340.380537 = -148452.335354
  nChanged 2
		SP:Iteration 22Q (42147.290000 sec): 3 clusters
  Score: Raw -150798.078363 + Penalty 2340.380537 = -148457.697826
  nChanged 4
		SP:Iteration 23Q (42147.440000 sec): 3 clusters
  Score: Raw -150801.890114 + Penalty 2340.380537 = -148461.509577
  nChanged 3
		SP:Iteration 24Q (42147.580000 sec): 3 clusters
  Score: Raw -150807.717432 + Penalty 2340.380537 = -148467.336895
  nChanged 7
		SP:Iteration 25Q (42147.710000 sec): 3 clusters
  Score: Raw -150821.831542 + Penalty 2340.380537 = -148481.451005
  nChanged 8
		SP:Iteration 26Q (42147.810000 sec): 3 clusters
  Score: Raw -150830.643051 + Penalty 2340.380537 = -148490.262514
  nChanged 8
		SP:Iteration 27Q (42147.950000 sec): 3 clusters
  Score: Raw -150835.456752 + Penalty 2340.380537 = -148495.076215
  nChanged 3
		SP:Iteration 28Q (42148.050000 sec): 3 clusters
  Score: Raw -150836.499488 + Penalty 2340.380537 = -148496.118951
  nChanged 3
		SP:Iteration 29Q (42148.200000 sec): 3 clusters
  Score: Raw -150838.684250 + Penalty 2340.380537 = -148498.303713
  nChanged 2
		SP:Iteration 30Q (42148.290000 sec): 3 clusters
  Score: Raw -150839.741849 + Penalty 2340.380537 = -148499.361312
  nChanged 2
		SP:Iteration 31Q (42148.420000 sec): 3 clusters
  Score: Raw -150841.769139 + Penalty 2340.380537 = -148501.388602
  nChanged 3
		SP:Iteration 32Q (42148.580000 sec): 3 clusters
  Score: Raw -150845.198410 + Penalty 2340.380537 = -148504.817873
  nChanged 4
		SP:Iteration 33Q (42148.690000 sec): 3 clusters
  Score: Raw -150848.819653 + Penalty 2340.380537 = -148508.439116
  nChanged 1
		SP:Iteration 34Q (42148.850000 sec): 3 clusters
  Score: Raw -150849.161198 + Penalty 2340.380537 = -148508.780661
  nChanged 0
		SP:Iteration 35F (42148.960000 sec): 3 clusters
  Score: Raw -150849.161198 + Penalty 2340.380537 = -148508.780661
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 5 (5373 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (42149.060000 sec): 2 clusters
  Score: Raw -649684.866935 + Penalty 1395.735525 = -648289.131410
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (42149.200000 sec): 3 clusters
  Score: Raw -646834.104457 + Penalty 2791.471049 = -644042.633408
  nChanged 2193
		SP:Iteration 1F (42149.380000 sec): 3 clusters
  Score: Raw -648031.487847 + Penalty 2791.471049 = -645240.016798
  nChanged 372
		SP:Iteration 2F (42149.550000 sec): 3 clusters
  Score: Raw -648235.267131 + Penalty 2791.471049 = -645443.796082
  nChanged 286
		SP:Iteration 3F (42149.670000 sec): 3 clusters
  Score: Raw -648393.358784 + Penalty 2791.471049 = -645601.887734
  nChanged 246
		SP:Iteration 4Q (42149.890000 sec): 3 clusters
  Score: Raw -648522.667463 + Penalty 2791.471049 = -645731.196413
  nChanged 187
		SP:Iteration 5Q (42150.020000 sec): 3 clusters
  Score: Raw -648620.100185 + Penalty 2791.471049 = -645828.629136
  nChanged 182
		SP:Iteration 6Q (42150.210000 sec): 3 clusters
  Score: Raw -648702.770124 + Penalty 2791.471049 = -645911.299075
  nChanged 161
		SP:Iteration 7Q (42150.410000 sec): 3 clusters
  Score: Raw -648781.367797 + Penalty 2791.471049 = -645989.896747
  nChanged 143
		SP:Iteration 8Q (42150.560000 sec): 3 clusters
  Score: Raw -648857.537815 + Penalty 2791.471049 = -646066.066766
  nChanged 154
		SP:Iteration 9Q (42150.700000 sec): 3 clusters
  Score: Raw -648937.929693 + Penalty 2791.471049 = -646146.458643
  nChanged 145
		SP:Iteration 10Q (42150.840000 sec): 3 clusters
  Score: Raw -649030.926592 + Penalty 2791.471049 = -646239.455542
  nChanged 159
		SP:Iteration 11Q (42151.030000 sec): 3 clusters
  Score: Raw -649127.456957 + Penalty 2791.471049 = -646335.985908
  nChanged 169
		SP:Iteration 12Q (42151.200000 sec): 3 clusters
  Score: Raw -649219.598863 + Penalty 2791.471049 = -646428.127814
  nChanged 163
		SP:Iteration 13Q (42151.390000 sec): 3 clusters
  Score: Raw -649316.930618 + Penalty 2791.471049 = -646525.459568
  nChanged 174
		SP:Iteration 14Q (42151.550000 sec): 3 clusters
  Score: Raw -649428.626846 + Penalty 2791.471049 = -646637.155796
  nChanged 179
		SP:Iteration 15Q (42151.730000 sec): 3 clusters
  Score: Raw -649552.069080 + Penalty 2791.471049 = -646760.598031
  nChanged 174
		SP:Iteration 16Q (42151.940000 sec): 3 clusters
  Score: Raw -649670.138345 + Penalty 2791.471049 = -646878.667295
  nChanged 184
		SP:Iteration 17Q (42152.090000 sec): 3 clusters
  Score: Raw -649789.154195 + Penalty 2791.471049 = -646997.683145
  nChanged 163
		SP:Iteration 18Q (42152.230000 sec): 3 clusters
  Score: Raw -649878.672364 + Penalty 2791.471049 = -647087.201315
  nChanged 134
		SP:Iteration 19Q (42152.420000 sec): 3 clusters
  Score: Raw -649946.121726 + Penalty 2791.471049 = -647154.650677
  nChanged 87
		SP:Iteration 20F (42152.600000 sec): 3 clusters
  Score: Raw -649981.490950 + Penalty 2791.471049 = -647190.019900
  nChanged 66
		SP:Iteration 21Q (42152.780000 sec): 3 clusters
  Score: Raw -650001.001308 + Penalty 2791.471049 = -647209.530259
  nChanged 48
		SP:Iteration 22Q (42152.970000 sec): 3 clusters
  Score: Raw -650014.362499 + Penalty 2791.471049 = -647222.891450
  nChanged 46
		SP:Iteration 23Q (42153.130000 sec): 3 clusters
  Score: Raw -650029.927974 + Penalty 2791.471049 = -647238.456925
  nChanged 37
		SP:Iteration 24Q (42153.300000 sec): 3 clusters
  Score: Raw -650042.483769 + Penalty 2791.471049 = -647251.012720
  nChanged 31
		SP:Iteration 25Q (42153.470000 sec): 3 clusters
  Score: Raw -650051.505802 + Penalty 2791.471049 = -647260.034752
  nChanged 29
		SP:Iteration 26Q (42153.640000 sec): 3 clusters
  Score: Raw -650058.832176 + Penalty 2791.471049 = -647267.361126
  nChanged 14
		SP:Iteration 27Q (42153.770000 sec): 3 clusters
  Score: Raw -650061.207205 + Penalty 2791.471049 = -647269.736155
  nChanged 9
		SP:Iteration 28Q (42153.920000 sec): 3 clusters
  Score: Raw -650062.870714 + Penalty 2791.471049 = -647271.399664
  nChanged 9
		SP:Iteration 29Q (42154.080000 sec): 3 clusters
  Score: Raw -650064.445372 + Penalty 2791.471049 = -647272.974323
  nChanged 4
		SP:Iteration 30Q (42154.200000 sec): 3 clusters
  Score: Raw -650065.106186 + Penalty 2791.471049 = -647273.635137
  nChanged 6
		SP:Iteration 31Q (42154.350000 sec): 3 clusters
  Score: Raw -650066.235531 + Penalty 2791.471049 = -647274.764481
  nChanged 4
		SP:Iteration 32Q (42154.510000 sec): 3 clusters
  Score: Raw -650066.981304 + Penalty 2791.471049 = -647275.510255
  nChanged 4
		SP:Iteration 33Q (42154.740000 sec): 3 clusters
  Score: Raw -650067.819072 + Penalty 2791.471049 = -647276.348023
  nChanged 4
		SP:Iteration 34Q (42154.910000 sec): 3 clusters
  Score: Raw -650069.052085 + Penalty 2791.471049 = -647277.581035
  nChanged 7
		SP:Iteration 35Q (42155.060000 sec): 3 clusters
  Score: Raw -650070.261864 + Penalty 2791.471049 = -647278.790814
  nChanged 4
		SP:Iteration 36Q (42155.220000 sec): 3 clusters
  Score: Raw -650070.787287 + Penalty 2791.471049 = -647279.316238
  nChanged 1
		SP:Iteration 37Q (42155.360000 sec): 3 clusters
  Score: Raw -650070.915254 + Penalty 2791.471049 = -647279.444204
  nChanged 1
		SP:Iteration 38Q (42155.520000 sec): 3 clusters
  Score: Raw -650071.031201 + Penalty 2791.471049 = -647279.560152
  nChanged 1
		SP:Iteration 39Q (42155.680000 sec): 3 clusters
  Score: Raw -650071.122891 + Penalty 2791.471049 = -647279.651842
  nChanged 1
		SP:Iteration 40F (42155.820000 sec): 3 clusters
  Score: Raw -650071.221952 + Penalty 2791.471049 = -647279.750903
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 6 (970 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (42155.920000 sec): 2 clusters
  Score: Raw -113508.727423 + Penalty 1117.560612 = -112391.166811
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (42156.050000 sec): 3 clusters
  Score: Raw -113287.624076 + Penalty 2235.121223 = -111052.502853
  nChanged 287
		SP:Iteration 1F (42156.150000 sec): 3 clusters
  Score: Raw -113608.909755 + Penalty 2235.121223 = -111373.788532
  nChanged 83
		SP:Iteration 2F (42156.240000 sec): 3 clusters
  Score: Raw -113720.573480 + Penalty 2235.121223 = -111485.452257
  nChanged 50
		SP:Iteration 3F (42156.390000 sec): 3 clusters
  Score: Raw -113775.667543 + Penalty 2235.121223 = -111540.546320
  nChanged 28
		SP:Iteration 4Q (42156.520000 sec): 3 clusters
  Score: Raw -113803.424317 + Penalty 2235.121223 = -111568.303094
  nChanged 15
		SP:Iteration 5Q (42156.650000 sec): 3 clusters
  Score: Raw -113816.758632 + Penalty 2235.121223 = -111581.637409
  nChanged 16
		SP:Iteration 6Q (42156.740000 sec): 3 clusters
  Score: Raw -113833.058899 + Penalty 2235.121223 = -111597.937676
  nChanged 12
		SP:Iteration 7Q (42156.880000 sec): 3 clusters
  Score: Raw -113844.079286 + Penalty 2235.121223 = -111608.958063
  nChanged 9
		SP:Iteration 8Q (42157.010000 sec): 3 clusters
  Score: Raw -113857.393043 + Penalty 2235.121223 = -111622.271820
  nChanged 10
		SP:Iteration 9Q (42157.140000 sec): 3 clusters
  Score: Raw -113863.876227 + Penalty 2235.121223 = -111628.755004
  nChanged 2
		SP:Iteration 10Q (42157.240000 sec): 3 clusters
  Score: Raw -113864.514145 + Penalty 2235.121223 = -111629.392922
  nChanged 1
		SP:Iteration 11Q (42157.360000 sec): 3 clusters
  Score: Raw -113864.730520 + Penalty 2235.121223 = -111629.609297
  nChanged 1
		SP:Iteration 12Q (42157.460000 sec): 3 clusters
  Score: Raw -113864.949141 + Penalty 2235.121223 = -111629.827918
  nChanged 0
		SP:Iteration 13F (42157.600000 sec): 3 clusters
  Score: Raw -113864.949141 + Penalty 2235.121223 = -111629.827918
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 7 (4084 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (42157.720000 sec): 2 clusters
  Score: Raw -497017.289403 + Penalty 1351.160229 = -495666.129174
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (42157.890000 sec): 3 clusters
  Score: Raw -494957.201088 + Penalty 2702.320458 = -492254.880630
  nChanged 1621
		SP:Iteration 1F (42158.050000 sec): 3 clusters
  Score: Raw -495844.351922 + Penalty 2702.320458 = -493142.031464
  nChanged 286
		SP:Iteration 2F (42158.190000 sec): 3 clusters
  Score: Raw -495966.448249 + Penalty 2702.320458 = -493264.127791
  nChanged 184
		SP:Iteration 3Q (42158.340000 sec): 3 clusters
  Score: Raw -496042.834864 + Penalty 2702.320458 = -493340.514406
  nChanged 133
		SP:Iteration 4Q (42158.520000 sec): 3 clusters
  Score: Raw -496098.026218 + Penalty 2702.320458 = -493395.705760
  nChanged 105
		SP:Iteration 5Q (42158.670000 sec): 3 clusters
  Score: Raw -496148.128139 + Penalty 2702.320458 = -493445.807680
  nChanged 101
		SP:Iteration 6Q (42158.810000 sec): 3 clusters
  Score: Raw -496192.336683 + Penalty 2702.320458 = -493490.016225
  nChanged 97
		SP:Iteration 7Q (42158.990000 sec): 3 clusters
  Score: Raw -496231.427638 + Penalty 2702.320458 = -493529.107179
  nChanged 77
		SP:Iteration 8Q (42159.150000 sec): 3 clusters
  Score: Raw -496261.346677 + Penalty 2702.320458 = -493559.026219
  nChanged 78
		SP:Iteration 9Q (42159.360000 sec): 3 clusters
  Score: Raw -496294.967427 + Penalty 2702.320458 = -493592.646969
  nChanged 92
		SP:Iteration 10Q (42159.480000 sec): 3 clusters
  Score: Raw -496334.522106 + Penalty 2702.320458 = -493632.201648
  nChanged 75
		SP:Iteration 11Q (42159.640000 sec): 3 clusters
  Score: Raw -496365.001290 + Penalty 2702.320458 = -493662.680832
  nChanged 83
		SP:Iteration 12Q (42159.790000 sec): 3 clusters
  Score: Raw -496401.845546 + Penalty 2702.320458 = -493699.525088
  nChanged 80
		SP:Iteration 13Q (42159.960000 sec): 3 clusters
  Score: Raw -496439.622584 + Penalty 2702.320458 = -493737.302125
  nChanged 92
		SP:Iteration 14Q (42160.070000 sec): 3 clusters
  Score: Raw -496484.738510 + Penalty 2702.320458 = -493782.418052
  nChanged 105
		SP:Iteration 15Q (42160.250000 sec): 3 clusters
  Score: Raw -496534.499450 + Penalty 2702.320458 = -493832.178991
  nChanged 108
		SP:Iteration 16Q (42160.410000 sec): 3 clusters
  Score: Raw -496592.302890 + Penalty 2702.320458 = -493889.982432
  nChanged 100
		SP:Iteration 17Q (42160.560000 sec): 3 clusters
  Score: Raw -496646.844408 + Penalty 2702.320458 = -493944.523949
  nChanged 82
		SP:Iteration 18Q (42160.680000 sec): 3 clusters
  Score: Raw -496696.040482 + Penalty 2702.320458 = -493993.720024
  nChanged 84
		SP:Iteration 19Q (42160.830000 sec): 3 clusters
  Score: Raw -496744.040369 + Penalty 2702.320458 = -494041.719911
  nChanged 79
		SP:Iteration 20F (42161.010000 sec): 3 clusters
  Score: Raw -496801.176234 + Penalty 2702.320458 = -494098.855775
  nChanged 72
		SP:Iteration 21Q (42161.190000 sec): 3 clusters
  Score: Raw -496855.835828 + Penalty 2702.320458 = -494153.515370
  nChanged 74
		SP:Iteration 22Q (42161.350000 sec): 3 clusters
  Score: Raw -496917.588956 + Penalty 2702.320458 = -494215.268498
  nChanged 72
		SP:Iteration 23Q (42161.540000 sec): 3 clusters
  Score: Raw -496970.772305 + Penalty 2702.320458 = -494268.451846
  nChanged 45
		SP:Iteration 24Q (42161.730000 sec): 3 clusters
  Score: Raw -497002.819491 + Penalty 2702.320458 = -494300.499032
  nChanged 41
		SP:Iteration 25Q (42161.880000 sec): 3 clusters
  Score: Raw -497032.495131 + Penalty 2702.320458 = -494330.174673
  nChanged 33
		SP:Iteration 26Q (42162.060000 sec): 3 clusters
  Score: Raw -497057.255009 + Penalty 2702.320458 = -494354.934551
  nChanged 27
		SP:Iteration 27Q (42162.160000 sec): 3 clusters
  Score: Raw -497075.306098 + Penalty 2702.320458 = -494372.985640
  nChanged 23
		SP:Iteration 28Q (42162.380000 sec): 3 clusters
  Score: Raw -497089.096790 + Penalty 2702.320458 = -494386.776331
  nChanged 15
		SP:Iteration 29Q (42162.560000 sec): 3 clusters
  Score: Raw -497098.662400 + Penalty 2702.320458 = -494396.341942
  nChanged 12
		SP:Iteration 30Q (42162.750000 sec): 3 clusters
  Score: Raw -497110.715702 + Penalty 2702.320458 = -494408.395244
  nChanged 19
		SP:Iteration 31Q (42162.860000 sec): 3 clusters
  Score: Raw -497129.417388 + Penalty 2702.320458 = -494427.096930
  nChanged 11
		SP:Iteration 32Q (42163.040000 sec): 3 clusters
  Score: Raw -497138.705176 + Penalty 2702.320458 = -494436.384718
  nChanged 9
		SP:Iteration 33Q (42163.130000 sec): 3 clusters
  Score: Raw -497145.064981 + Penalty 2702.320458 = -494442.744523
  nChanged 7
		SP:Iteration 34Q (42163.280000 sec): 3 clusters
  Score: Raw -497150.351899 + Penalty 2702.320458 = -494448.031441
  nChanged 4
		SP:Iteration 35Q (42163.420000 sec): 3 clusters
  Score: Raw -497153.896464 + Penalty 2702.320458 = -494451.576006
  nChanged 4
		SP:Iteration 36Q (42163.520000 sec): 3 clusters
  Score: Raw -497157.076999 + Penalty 2702.320458 = -494454.756541
  nChanged 4
		SP:Iteration 37Q (42163.670000 sec): 3 clusters
  Score: Raw -497159.879261 + Penalty 2702.320458 = -494457.558803
  nChanged 3
		SP:Iteration 38Q (42163.780000 sec): 3 clusters
  Score: Raw -497162.521100 + Penalty 2702.320458 = -494460.200642
  nChanged 3
		SP:Iteration 39Q (42163.920000 sec): 3 clusters
  Score: Raw -497165.642077 + Penalty 2702.320458 = -494463.321619
  nChanged 4
		SP:Iteration 40F (42164.050000 sec): 3 clusters
  Score: Raw -497169.058173 + Penalty 2702.320458 = -494466.737714
  nChanged 3
		SP:Iteration 41Q (42164.160000 sec): 3 clusters
  Score: Raw -497171.725540 + Penalty 2702.320458 = -494469.405082
  nChanged 2
		SP:Iteration 42Q (42164.290000 sec): 3 clusters
  Score: Raw -497173.096481 + Penalty 2702.320458 = -494470.776022
  nChanged 2
		SP:Iteration 43Q (42164.390000 sec): 3 clusters
  Score: Raw -497174.302877 + Penalty 2702.320458 = -494471.982419
  nChanged 1
		SP:Iteration 44Q (42164.530000 sec): 3 clusters
  Score: Raw -497175.010282 + Penalty 2702.320458 = -494472.689824
  nChanged 0
		SP:Iteration 45F (42164.640000 sec): 3 clusters
  Score: Raw -497175.010282 + Penalty 2702.320458 = -494472.689824
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 8 (2582 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (42164.740000 sec): 2 clusters
  Score: Raw -299689.468383 + Penalty 1276.651930 = -298412.816453
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (42164.880000 sec): 3 clusters
  Score: Raw -298520.661874 + Penalty 2553.303861 = -295967.358013
  nChanged 907
		SP:Iteration 1F (42165.020000 sec): 3 clusters
  Score: Raw -299068.439886 + Penalty 2553.303861 = -296515.136025
  nChanged 191
		SP:Iteration 2F (42165.160000 sec): 3 clusters
  Score: Raw -299178.713030 + Penalty 2553.303861 = -296625.409169
  nChanged 129
		SP:Iteration 3Q (42165.310000 sec): 3 clusters
  Score: Raw -299251.219321 + Penalty 2553.303861 = -296697.915460
  nChanged 76
		SP:Iteration 4Q (42165.440000 sec): 3 clusters
  Score: Raw -299294.396732 + Penalty 2553.303861 = -296741.092871
  nChanged 74
		SP:Iteration 5Q (42165.580000 sec): 3 clusters
  Score: Raw -299332.528477 + Penalty 2553.303861 = -296779.224616
  nChanged 62
		SP:Iteration 6Q (42165.710000 sec): 3 clusters
  Score: Raw -299365.182701 + Penalty 2553.303861 = -296811.878840
  nChanged 56
		SP:Iteration 7Q (42165.860000 sec): 3 clusters
  Score: Raw -299394.549023 + Penalty 2553.303861 = -296841.245162
  nChanged 42
		SP:Iteration 8Q (42166.030000 sec): 3 clusters
  Score: Raw -299411.868484 + Penalty 2553.303861 = -296858.564623
  nChanged 25
		SP:Iteration 9Q (42166.200000 sec): 3 clusters
  Score: Raw -299420.557593 + Penalty 2553.303861 = -296867.253732
  nChanged 25
		SP:Iteration 10Q (42166.360000 sec): 3 clusters
  Score: Raw -299432.282641 + Penalty 2553.303861 = -296878.978781
  nChanged 29
		SP:Iteration 11Q (42166.520000 sec): 3 clusters
  Score: Raw -299444.599584 + Penalty 2553.303861 = -296891.295724
  nChanged 24
		SP:Iteration 12Q (42166.690000 sec): 3 clusters
  Score: Raw -299456.593226 + Penalty 2553.303861 = -296903.289365
  nChanged 26
		SP:Iteration 13Q (42166.850000 sec): 3 clusters
  Score: Raw -299468.841781 + Penalty 2553.303861 = -296915.537921
  nChanged 28
		SP:Iteration 14Q (42167.020000 sec): 3 clusters
  Score: Raw -299481.828360 + Penalty 2553.303861 = -296928.524499
  nChanged 20
		SP:Iteration 15Q (42167.100000 sec): 3 clusters
  Score: Raw -299489.861848 + Penalty 2553.303861 = -296936.557988
  nChanged 15
		SP:Iteration 16Q (42167.190000 sec): 3 clusters
  Score: Raw -299497.777009 + Penalty 2553.303861 = -296944.473148
  nChanged 20
		SP:Iteration 17Q (42167.290000 sec): 3 clusters
  Score: Raw -299507.308295 + Penalty 2553.303861 = -296954.004435
  nChanged 17
		SP:Iteration 18Q (42167.430000 sec): 3 clusters
  Score: Raw -299514.351226 + Penalty 2553.303861 = -296961.047366
  nChanged 20
		SP:Iteration 19Q (42167.590000 sec): 3 clusters
  Score: Raw -299523.438712 + Penalty 2553.303861 = -296970.134851
  nChanged 16
		SP:Iteration 20F (42167.750000 sec): 3 clusters
  Score: Raw -299529.186509 + Penalty 2553.303861 = -296975.882648
  nChanged 15
		SP:Iteration 21Q (42167.940000 sec): 3 clusters
  Score: Raw -299536.136633 + Penalty 2553.303861 = -296982.832772
  nChanged 16
		SP:Iteration 22Q (42168.100000 sec): 3 clusters
  Score: Raw -299541.656101 + Penalty 2553.303861 = -296988.352240
  nChanged 15
		SP:Iteration 23Q (42168.260000 sec): 3 clusters
  Score: Raw -299546.581582 + Penalty 2553.303861 = -296993.277722
  nChanged 7
		SP:Iteration 24Q (42168.420000 sec): 3 clusters
  Score: Raw -299548.554182 + Penalty 2553.303861 = -296995.250322
  nChanged 9
		SP:Iteration 25Q (42168.580000 sec): 3 clusters
  Score: Raw -299552.866906 + Penalty 2553.303861 = -296999.563046
  nChanged 9
		SP:Iteration 26Q (42168.750000 sec): 3 clusters
  Score: Raw -299556.056016 + Penalty 2553.303861 = -297002.752155
  nChanged 6
		SP:Iteration 27Q (42168.910000 sec): 3 clusters
  Score: Raw -299557.760858 + Penalty 2553.303861 = -297004.456997
  nChanged 4
		SP:Iteration 28Q (42169.100000 sec): 3 clusters
  Score: Raw -299558.936851 + Penalty 2553.303861 = -297005.632990
  nChanged 5
		SP:Iteration 29Q (42169.260000 sec): 3 clusters
  Score: Raw -299559.909624 + Penalty 2553.303861 = -297006.605763
  nChanged 1
		SP:Iteration 30Q (42169.420000 sec): 3 clusters
  Score: Raw -299560.104635 + Penalty 2553.303861 = -297006.800774
  nChanged 1
		SP:Iteration 31Q (42169.620000 sec): 3 clusters
  Score: Raw -299560.443019 + Penalty 2553.303861 = -297007.139159
  nChanged 3
		SP:Iteration 32Q (42169.770000 sec): 3 clusters
  Score: Raw -299561.468186 + Penalty 2553.303861 = -297008.164326
  nChanged 4
		SP:Iteration 33Q (42169.910000 sec): 3 clusters
  Score: Raw -299562.239404 + Penalty 2553.303861 = -297008.935544
  nChanged 4
		SP:Iteration 34Q (42170.070000 sec): 3 clusters
  Score: Raw -299563.640403 + Penalty 2553.303861 = -297010.336543
  nChanged 5
		SP:Iteration 35Q (42170.240000 sec): 3 clusters
  Score: Raw -299565.968277 + Penalty 2553.303861 = -297012.664416
  nChanged 7
		SP:Iteration 36Q (42170.400000 sec): 3 clusters
  Score: Raw -299568.930375 + Penalty 2553.303861 = -297015.626515
  nChanged 8
		SP:Iteration 37Q (42170.570000 sec): 3 clusters
  Score: Raw -299572.815897 + Penalty 2553.303861 = -297019.512036
  nChanged 9
		SP:Iteration 38Q (42170.780000 sec): 3 clusters
  Score: Raw -299576.623114 + Penalty 2553.303861 = -297023.319254
  nChanged 10
		SP:Iteration 39Q (42170.910000 sec): 3 clusters
  Score: Raw -299580.079547 + Penalty 2553.303861 = -297026.775687
  nChanged 8
		SP:Iteration 40F (42171.060000 sec): 3 clusters
  Score: Raw -299582.668427 + Penalty 2553.303861 = -297029.364567
  nChanged 10
		SP:Iteration 41Q (42171.200000 sec): 3 clusters
  Score: Raw -299587.631492 + Penalty 2553.303861 = -297034.327631
  nChanged 10
		SP:Iteration 42Q (42171.360000 sec): 3 clusters
  Score: Raw -299593.247658 + Penalty 2553.303861 = -297039.943797
  nChanged 13
		SP:Iteration 43Q (42171.510000 sec): 3 clusters
  Score: Raw -299597.735471 + Penalty 2553.303861 = -297044.431610
  nChanged 10
		SP:Iteration 44Q (42171.650000 sec): 3 clusters
  Score: Raw -299601.073969 + Penalty 2553.303861 = -297047.770108
  nChanged 11
		SP:Iteration 45Q (42171.810000 sec): 3 clusters
  Score: Raw -299605.564903 + Penalty 2553.303861 = -297052.261043
  nChanged 9
		SP:Iteration 46Q (42171.970000 sec): 3 clusters
  Score: Raw -299609.162811 + Penalty 2553.303861 = -297055.858950
  nChanged 8
		SP:Iteration 47Q (42172.130000 sec): 3 clusters
  Score: Raw -299612.074220 + Penalty 2553.303861 = -297058.770359
  nChanged 9
		SP:Iteration 48Q (42172.300000 sec): 3 clusters
  Score: Raw -299614.109911 + Penalty 2553.303861 = -297060.806050
  nChanged 7
		SP:Iteration 49Q (42172.490000 sec): 3 clusters
  Score: Raw -299615.907098 + Penalty 2553.303861 = -297062.603238
  nChanged 3
		SP:Iteration 50Q (42172.630000 sec): 3 clusters
  Score: Raw -299616.702267 + Penalty 2553.303861 = -297063.398407
  nChanged 2
		SP:Iteration 51Q (42172.780000 sec): 3 clusters
  Score: Raw -299617.058003 + Penalty 2553.303861 = -297063.754143
  nChanged 2
		SP:Iteration 52Q (42172.940000 sec): 3 clusters
  Score: Raw -299617.390417 + Penalty 2553.303861 = -297064.086556
  nChanged 1
		SP:Iteration 53Q (42173.140000 sec): 3 clusters
  Score: Raw -299617.574457 + Penalty 2553.303861 = -297064.270597
  nChanged 0
		SP:Iteration 54F (42173.280000 sec): 3 clusters
  Score: Raw -299617.574457 + Penalty 2553.303861 = -297064.270597
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 9 (346484 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (42174.880000 sec): 2 clusters
  Score: Raw -42506547.446030 + Penalty 2072.783687 = -42504474.662343
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (42177.360000 sec): 3 clusters
  Score: Raw -42274595.514067 + Penalty 4145.567374 = -42270449.946693
  nChanged 169130
		SP:Iteration 1F (42179.720000 sec): 3 clusters
  Score: Raw -42380133.566576 + Penalty 4145.567374 = -42375987.999202
  nChanged 15100
		SP:Iteration 2Q (42182.270000 sec): 3 clusters
  Score: Raw -42386010.220015 + Penalty 4145.567374 = -42381864.652641
  nChanged 19841
		SP:Iteration 3F (42184.640000 sec): 3 clusters
  Score: Raw -42396165.842604 + Penalty 4145.567374 = -42392020.275230
  nChanged 24456
		SP:Iteration 4F (42186.690000 sec): 3 clusters
  Score: Raw -42411313.603153 + Penalty 4145.567374 = -42407168.035779
  nChanged 26523
		SP:Iteration 5F (42189.440000 sec): 3 clusters
  Score: Raw -42429517.400997 + Penalty 4145.567374 = -42425371.833623
  nChanged 24994
		SP:Iteration 6F (42191.760000 sec): 3 clusters
  Score: Raw -42447650.442861 + Penalty 4145.567374 = -42443504.875486
  nChanged 21455
		SP:Iteration 7F (42193.590000 sec): 3 clusters
  Score: Raw -42464344.308686 + Penalty 4145.567374 = -42460198.741312
  nChanged 18181
		SP:Iteration 8F (42195.410000 sec): 3 clusters
  Score: Raw -42480238.605279 + Penalty 4145.567374 = -42476093.037905
  nChanged 13742
		SP:Iteration 9Q (42197.560000 sec): 3 clusters
  Score: Raw -42492711.483461 + Penalty 4145.567374 = -42488565.916087
  nChanged 8562
		SP:Iteration 10Q (42199.310000 sec): 3 clusters
  Score: Raw -42500157.483262 + Penalty 4145.567374 = -42496011.915888
  nChanged 4440
		SP:Iteration 11Q (42200.910000 sec): 3 clusters
  Score: Raw -42503699.830640 + Penalty 4145.567374 = -42499554.263266
  nChanged 2185
		SP:Iteration 12Q (42202.590000 sec): 3 clusters
  Score: Raw -42505296.622778 + Penalty 4145.567374 = -42501151.055404
  nChanged 1070
		SP:Iteration 13Q (42204.280000 sec): 3 clusters
  Score: Raw -42506040.446370 + Penalty 4145.567374 = -42501894.878996
  nChanged 560
		SP:Iteration 14Q (42205.860000 sec): 3 clusters
  Score: Raw -42506445.247009 + Penalty 4145.567374 = -42502299.679635
  nChanged 281
		SP:Iteration 15Q (42207.460000 sec): 3 clusters
  Score: Raw -42506648.372197 + Penalty 4145.567374 = -42502502.804822
  nChanged 160
		SP:Iteration 16Q (42209.040000 sec): 3 clusters
  Score: Raw -42506750.186987 + Penalty 4145.567374 = -42502604.619613
  nChanged 100
		SP:Iteration 17Q (42210.570000 sec): 3 clusters
  Score: Raw -42506803.396433 + Penalty 4145.567374 = -42502657.829059
  nChanged 71
		SP:Iteration 18Q (42212.330000 sec): 3 clusters
  Score: Raw -42506833.559093 + Penalty 4145.567374 = -42502687.991719
  nChanged 36
		SP:Iteration 19Q (42214.100000 sec): 3 clusters
  Score: Raw -42506856.436414 + Penalty 4145.567374 = -42502710.869040
  nChanged 41
		SP:Iteration 20F (42216.140000 sec): 3 clusters
  Score: Raw -42506880.196285 + Penalty 4145.567374 = -42502734.628911
  nChanged 38
		SP:Iteration 21Q (42217.940000 sec): 3 clusters
  Score: Raw -42506898.813153 + Penalty 4145.567374 = -42502753.245779
  nChanged 29
		SP:Iteration 22Q (42219.610000 sec): 3 clusters
  Score: Raw -42506914.790370 + Penalty 4145.567374 = -42502769.222996
  nChanged 27
		SP:Iteration 23Q (42221.360000 sec): 3 clusters
  Score: Raw -42506928.880167 + Penalty 4145.567374 = -42502783.312793
  nChanged 18
		SP:Iteration 24Q (42223.110000 sec): 3 clusters
  Score: Raw -42506940.966891 + Penalty 4145.567374 = -42502795.399517
  nChanged 20
		SP:Iteration 25Q (42224.820000 sec): 3 clusters
  Score: Raw -42506951.430017 + Penalty 4145.567374 = -42502805.862643
  nChanged 20
		SP:Iteration 26Q (42226.670000 sec): 3 clusters
  Score: Raw -42506964.128771 + Penalty 4145.567374 = -42502818.561397
  nChanged 21
		SP:Iteration 27Q (42228.770000 sec): 3 clusters
  Score: Raw -42506976.346319 + Penalty 4145.567374 = -42502830.778945
  nChanged 17
		SP:Iteration 28Q (42230.630000 sec): 3 clusters
  Score: Raw -42506985.591699 + Penalty 4145.567374 = -42502840.024325
  nChanged 19
		SP:Iteration 29Q (42232.620000 sec): 3 clusters
  Score: Raw -42506995.878370 + Penalty 4145.567374 = -42502850.310995
  nChanged 18
		SP:Iteration 30Q (42234.590000 sec): 3 clusters
  Score: Raw -42507002.834157 + Penalty 4145.567374 = -42502857.266783
  nChanged 7
		SP:Iteration 31Q (42236.430000 sec): 3 clusters
  Score: Raw -42507006.370618 + Penalty 4145.567374 = -42502860.803244
  nChanged 10
		SP:Iteration 32Q (42238.370000 sec): 3 clusters
  Score: Raw -42507011.071233 + Penalty 4145.567374 = -42502865.503859
  nChanged 8
		SP:Iteration 33Q (42240.300000 sec): 3 clusters
  Score: Raw -42507015.144117 + Penalty 4145.567374 = -42502869.576743
  nChanged 9
		SP:Iteration 34Q (42242.410000 sec): 3 clusters
  Score: Raw -42507021.060610 + Penalty 4145.567374 = -42502875.493236
  nChanged 9
		SP:Iteration 35Q (42244.500000 sec): 3 clusters
  Score: Raw -42507026.118357 + Penalty 4145.567374 = -42502880.550983
  nChanged 7
		SP:Iteration 36Q (42246.800000 sec): 3 clusters
  Score: Raw -42507030.302983 + Penalty 4145.567374 = -42502884.735609
  nChanged 6
		SP:Iteration 37Q (42248.790000 sec): 3 clusters
  Score: Raw -42507033.577250 + Penalty 4145.567374 = -42502888.009876
  nChanged 6
		SP:Iteration 38Q (42250.810000 sec): 3 clusters
  Score: Raw -42507035.896483 + Penalty 4145.567374 = -42502890.329109
  nChanged 5
		SP:Iteration 39Q (42252.830000 sec): 3 clusters
  Score: Raw -42507038.351918 + Penalty 4145.567374 = -42502892.784544
  nChanged 6
		SP:Iteration 40F (42255.140000 sec): 3 clusters
  Score: Raw -42507041.435313 + Penalty 4145.567374 = -42502895.867939
  nChanged 11
		SP:Iteration 41Q (42256.970000 sec): 3 clusters
  Score: Raw -42507046.467123 + Penalty 4145.567374 = -42502900.899749
  nChanged 4
		SP:Iteration 42Q (42258.840000 sec): 3 clusters
  Score: Raw -42507048.322489 + Penalty 4145.567374 = -42502902.755114
  nChanged 5
		SP:Iteration 43Q (42261.040000 sec): 3 clusters
  Score: Raw -42507050.142823 + Penalty 4145.567374 = -42502904.575449
  nChanged 1
		SP:Iteration 44Q (42263.570000 sec): 3 clusters
  Score: Raw -42507051.898813 + Penalty 4145.567374 = -42502906.331439
  nChanged 4
		SP:Iteration 45Q (42265.590000 sec): 3 clusters
  Score: Raw -42507053.929552 + Penalty 4145.567374 = -42502908.362178
  nChanged 2
		SP:Iteration 46Q (42267.580000 sec): 3 clusters
  Score: Raw -42507054.620998 + Penalty 4145.567374 = -42502909.053623
  nChanged 0
		SP:Iteration 47F (42269.790000 sec): 3 clusters
  Score: Raw -42507054.620998 + Penalty 4145.567374 = -42502909.053623
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 10 (30931 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (42270.240000 sec): 2 clusters
  Score: Raw -3652946.525832 + Penalty 1680.171057 = -3651266.354775
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (42270.590000 sec): 3 clusters
  Score: Raw -3633779.401867 + Penalty 3360.342114 = -3630419.059754
  nChanged 14339
		SP:Iteration 1F (42270.970000 sec): 3 clusters
  Score: Raw -3641699.568060 + Penalty 3360.342114 = -3638339.225946
  nChanged 1247
		SP:Iteration 2Q (42271.400000 sec): 3 clusters
  Score: Raw -3642062.329475 + Penalty 3360.342114 = -3638701.987361
  nChanged 1208
		SP:Iteration 3Q (42271.770000 sec): 3 clusters
  Score: Raw -3642446.056187 + Penalty 3360.342114 = -3639085.714073
  nChanged 1215
		SP:Iteration 4Q (42272.130000 sec): 3 clusters
  Score: Raw -3642882.427027 + Penalty 3360.342114 = -3639522.084913
  nChanged 1260
		SP:Iteration 5Q (42272.530000 sec): 3 clusters
  Score: Raw -3643395.231985 + Penalty 3360.342114 = -3640034.889871
  nChanged 1323
		SP:Iteration 6Q (42272.940000 sec): 3 clusters
  Score: Raw -3644081.449290 + Penalty 3360.342114 = -3640721.107177
  nChanged 1500
		SP:Iteration 7Q (42273.370000 sec): 3 clusters
  Score: Raw -3644951.825748 + Penalty 3360.342114 = -3641591.483635
  nChanged 1603
		SP:Iteration 8F (42273.730000 sec): 3 clusters
  Score: Raw -3645979.249737 + Penalty 3360.342114 = -3642618.907623
  nChanged 1596
		SP:Iteration 9F (42274.090000 sec): 3 clusters
  Score: Raw -3647081.347470 + Penalty 3360.342114 = -3643721.005356
  nChanged 1547
		SP:Iteration 10F (42274.450000 sec): 3 clusters
  Score: Raw -3648186.515202 + Penalty 3360.342114 = -3644826.173088
  nChanged 1432
		SP:Iteration 11Q (42274.810000 sec): 3 clusters
  Score: Raw -3649217.430155 + Penalty 3360.342114 = -3645857.088041
  nChanged 1261
		SP:Iteration 12Q (42275.230000 sec): 3 clusters
  Score: Raw -3650124.723925 + Penalty 3360.342114 = -3646764.381811
  nChanged 1023
		SP:Iteration 13Q (42275.570000 sec): 3 clusters
  Score: Raw -3650823.063899 + Penalty 3360.342114 = -3647462.721785
  nChanged 827
		SP:Iteration 14Q (42275.900000 sec): 3 clusters
  Score: Raw -3651402.136621 + Penalty 3360.342114 = -3648041.794508
  nChanged 728
		SP:Iteration 15Q (42276.250000 sec): 3 clusters
  Score: Raw -3651948.688651 + Penalty 3360.342114 = -3648588.346537
  nChanged 573
		SP:Iteration 16Q (42276.570000 sec): 3 clusters
  Score: Raw -3652391.557617 + Penalty 3360.342114 = -3649031.215503
  nChanged 367
		SP:Iteration 17Q (42276.940000 sec): 3 clusters
  Score: Raw -3652675.375733 + Penalty 3360.342114 = -3649315.033619
  nChanged 230
		SP:Iteration 18Q (42277.240000 sec): 3 clusters
  Score: Raw -3652858.552532 + Penalty 3360.342114 = -3649498.210418
  nChanged 174
		SP:Iteration 19Q (42277.600000 sec): 3 clusters
  Score: Raw -3652999.105815 + Penalty 3360.342114 = -3649638.763701
  nChanged 139
		SP:Iteration 20F (42277.940000 sec): 3 clusters
  Score: Raw -3653095.110031 + Penalty 3360.342114 = -3649734.767917
  nChanged 86
		SP:Iteration 21Q (42278.220000 sec): 3 clusters
  Score: Raw -3653154.567277 + Penalty 3360.342114 = -3649794.225163
  nChanged 62
		SP:Iteration 22Q (42278.690000 sec): 3 clusters
  Score: Raw -3653196.932860 + Penalty 3360.342114 = -3649836.590746
  nChanged 34
		SP:Iteration 23Q (42279.020000 sec): 3 clusters
  Score: Raw -3653213.928494 + Penalty 3360.342114 = -3649853.586380
  nChanged 34
		SP:Iteration 24Q (42279.380000 sec): 3 clusters
  Score: Raw -3653230.618840 + Penalty 3360.342114 = -3649870.276726
  nChanged 19
		SP:Iteration 25Q (42279.700000 sec): 3 clusters
  Score: Raw -3653241.387101 + Penalty 3360.342114 = -3649881.044987
  nChanged 18
		SP:Iteration 26Q (42280.120000 sec): 3 clusters
  Score: Raw -3653253.841677 + Penalty 3360.342114 = -3649893.499563
  nChanged 21
		SP:Iteration 27Q (42280.400000 sec): 3 clusters
  Score: Raw -3653265.850170 + Penalty 3360.342114 = -3649905.508056
  nChanged 19
		SP:Iteration 28Q (42280.750000 sec): 3 clusters
  Score: Raw -3653275.314179 + Penalty 3360.342114 = -3649914.972065
  nChanged 9
		SP:Iteration 29Q (42281.100000 sec): 3 clusters
  Score: Raw -3653279.150825 + Penalty 3360.342114 = -3649918.808711
  nChanged 9
		SP:Iteration 30Q (42281.430000 sec): 3 clusters
  Score: Raw -3653283.329211 + Penalty 3360.342114 = -3649922.987097
  nChanged 9
		SP:Iteration 31Q (42281.780000 sec): 3 clusters
  Score: Raw -3653288.080708 + Penalty 3360.342114 = -3649927.738595
  nChanged 6
		SP:Iteration 32Q (42282.050000 sec): 3 clusters
  Score: Raw -3653291.961942 + Penalty 3360.342114 = -3649931.619829
  nChanged 10
		SP:Iteration 33Q (42282.410000 sec): 3 clusters
  Score: Raw -3653296.879209 + Penalty 3360.342114 = -3649936.537095
  nChanged 10
		SP:Iteration 34Q (42282.680000 sec): 3 clusters
  Score: Raw -3653301.938962 + Penalty 3360.342114 = -3649941.596848
  nChanged 6
		SP:Iteration 35Q (42283.060000 sec): 3 clusters
  Score: Raw -3653305.592533 + Penalty 3360.342114 = -3649945.250419
  nChanged 5
		SP:Iteration 36Q (42283.430000 sec): 3 clusters
  Score: Raw -3653310.618246 + Penalty 3360.342114 = -3649950.276132
  nChanged 7
		SP:Iteration 37Q (42283.720000 sec): 3 clusters
  Score: Raw -3653314.302963 + Penalty 3360.342114 = -3649953.960849
  nChanged 8
		SP:Iteration 38Q (42284.090000 sec): 3 clusters
  Score: Raw -3653317.968164 + Penalty 3360.342114 = -3649957.626050
  nChanged 6
		SP:Iteration 39Q (42284.470000 sec): 3 clusters
  Score: Raw -3653319.594300 + Penalty 3360.342114 = -3649959.252187
  nChanged 2
		SP:Iteration 40F (42284.840000 sec): 3 clusters
  Score: Raw -3653320.782323 + Penalty 3360.342114 = -3649960.440209
  nChanged 2
		SP:Iteration 41Q (42285.160000 sec): 3 clusters
  Score: Raw -3653321.457436 + Penalty 3360.342114 = -3649961.115322
  nChanged 0
		SP:Iteration 42F (42285.540000 sec): 3 clusters
  Score: Raw -3653321.457436 + Penalty 3360.342114 = -3649961.115322
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 11 (1204 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (42285.660000 sec): 2 clusters
  Score: Raw -141660.426129 + Penalty 1152.678252 = -140507.747878
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (42285.840000 sec): 3 clusters
  Score: Raw -141247.933449 + Penalty 2305.356503 = -138942.576946
  nChanged 367
		SP:Iteration 1F (42286.020000 sec): 3 clusters
  Score: Raw -141593.238564 + Penalty 2305.356503 = -139287.882060
  nChanged 105
		SP:Iteration 2F (42286.210000 sec): 3 clusters
  Score: Raw -141745.450421 + Penalty 2305.356503 = -139440.093917
  nChanged 62
		SP:Iteration 3F (42286.390000 sec): 3 clusters
  Score: Raw -141834.280613 + Penalty 2305.356503 = -139528.924110
  nChanged 50
		SP:Iteration 4Q (42286.570000 sec): 3 clusters
  Score: Raw -141898.698812 + Penalty 2305.356503 = -139593.342309
  nChanged 36
		SP:Iteration 5Q (42286.770000 sec): 3 clusters
  Score: Raw -141939.064100 + Penalty 2305.356503 = -139633.707596
  nChanged 34
		SP:Iteration 6Q (42286.900000 sec): 3 clusters
  Score: Raw -141977.144958 + Penalty 2305.356503 = -139671.788454
  nChanged 39
		SP:Iteration 7Q (42287.090000 sec): 3 clusters
  Score: Raw -142029.418005 + Penalty 2305.356503 = -139724.061502
  nChanged 46
		SP:Iteration 8Q (42287.270000 sec): 3 clusters
  Score: Raw -142103.643107 + Penalty 2305.356503 = -139798.286603
  nChanged 57
		SP:Iteration 9Q (42287.440000 sec): 3 clusters
  Score: Raw -142180.682417 + Penalty 2305.356503 = -139875.325914
  nChanged 55
		SP:Iteration 10Q (42287.610000 sec): 3 clusters
  Score: Raw -142249.127825 + Penalty 2305.356503 = -139943.771322
  nChanged 49
		SP:Iteration 11Q (42287.730000 sec): 3 clusters
  Score: Raw -142310.441944 + Penalty 2305.356503 = -140005.085441
  nChanged 28
		SP:Iteration 12Q (42287.920000 sec): 3 clusters
  Score: Raw -142350.641835 + Penalty 2305.356503 = -140045.285332
  nChanged 25
		SP:Iteration 13Q (42288.030000 sec): 3 clusters
  Score: Raw -142385.402423 + Penalty 2305.356503 = -140080.045920
  nChanged 18
		SP:Iteration 14Q (42288.180000 sec): 3 clusters
  Score: Raw -142414.354674 + Penalty 2305.356503 = -140108.998171
  nChanged 10
		SP:Iteration 15Q (42288.380000 sec): 3 clusters
  Score: Raw -142432.457453 + Penalty 2305.356503 = -140127.100949
  nChanged 7
		SP:Iteration 16Q (42288.530000 sec): 3 clusters
  Score: Raw -142444.433717 + Penalty 2305.356503 = -140139.077213
  nChanged 7
		SP:Iteration 17Q (42288.690000 sec): 3 clusters
  Score: Raw -142452.714953 + Penalty 2305.356503 = -140147.358449
  nChanged 3
		SP:Iteration 18Q (42288.870000 sec): 3 clusters
  Score: Raw -142456.800631 + Penalty 2305.356503 = -140151.444128
  nChanged 2
		SP:Iteration 19Q (42289.030000 sec): 3 clusters
  Score: Raw -142459.485318 + Penalty 2305.356503 = -140154.128815
  nChanged 0
		SP:Iteration 20F (42289.170000 sec): 3 clusters
  Score: Raw -142460.412909 + Penalty 2305.356503 = -140155.056405
  nChanged 1
		SP:Iteration 21Q (42289.380000 sec): 3 clusters
  Score: Raw -142467.087440 + Penalty 2305.356503 = -140161.730936
  nChanged 3
		SP:Iteration 22Q (42289.640000 sec): 3 clusters
  Score: Raw -142493.352774 + Penalty 2305.356503 = -140187.996271
  nChanged 3
		SP:Iteration 23Q (42289.780000 sec): 3 clusters
  Score: Raw -142506.322649 + Penalty 2305.356503 = -140200.966146
  nChanged 0
		SP:Iteration 24F (42290.000000 sec): 3 clusters
  Score: Raw -142506.322649 + Penalty 2305.356503 = -140200.966146
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 12 (14770 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (42290.160000 sec): 2 clusters
  Score: Raw -1781102.846187 + Penalty 1560.057424 = -1779542.788764
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (42290.420000 sec): 3 clusters
  Score: Raw -1772527.838363 + Penalty 3120.114847 = -1769407.723516
  nChanged 6491
		SP:Iteration 1F (42290.630000 sec): 3 clusters
  Score: Raw -1776180.255443 + Penalty 3120.114847 = -1773060.140596
  nChanged 853
		SP:Iteration 2F (42290.850000 sec): 3 clusters
  Score: Raw -1776561.727542 + Penalty 3120.114847 = -1773441.612695
  nChanged 819
		SP:Iteration 3F (42291.100000 sec): 3 clusters
  Score: Raw -1776954.727770 + Penalty 3120.114847 = -1773834.612923
  nChanged 819
		SP:Iteration 4F (42291.320000 sec): 3 clusters
  Score: Raw -1777381.541475 + Penalty 3120.114847 = -1774261.426628
  nChanged 817
		SP:Iteration 5F (42291.550000 sec): 3 clusters
  Score: Raw -1777865.929153 + Penalty 3120.114847 = -1774745.814306
  nChanged 835
		SP:Iteration 6F (42291.820000 sec): 3 clusters
  Score: Raw -1778421.947111 + Penalty 3120.114847 = -1775301.832264
  nChanged 784
		SP:Iteration 7F (42292.160000 sec): 3 clusters
  Score: Raw -1778976.688158 + Penalty 3120.114847 = -1775856.573311
  nChanged 711
		SP:Iteration 8Q (42292.430000 sec): 3 clusters
  Score: Raw -1779483.433711 + Penalty 3120.114847 = -1776363.318864
  nChanged 633
		SP:Iteration 9Q (42292.660000 sec): 3 clusters
  Score: Raw -1779970.584080 + Penalty 3120.114847 = -1776850.469233
  nChanged 476
		SP:Iteration 10Q (42292.900000 sec): 3 clusters
  Score: Raw -1780335.285442 + Penalty 3120.114847 = -1777215.170595
  nChanged 358
		SP:Iteration 11Q (42293.210000 sec): 3 clusters
  Score: Raw -1780611.969673 + Penalty 3120.114847 = -1777491.854826
  nChanged 288
		SP:Iteration 12Q (42293.420000 sec): 3 clusters
  Score: Raw -1780846.554610 + Penalty 3120.114847 = -1777726.439763
  nChanged 194
		SP:Iteration 13Q (42293.700000 sec): 3 clusters
  Score: Raw -1781008.156696 + Penalty 3120.114847 = -1777888.041849
  nChanged 112
		SP:Iteration 14Q (42293.950000 sec): 3 clusters
  Score: Raw -1781097.449725 + Penalty 3120.114847 = -1777977.334878
  nChanged 86
		SP:Iteration 15Q (42294.220000 sec): 3 clusters
  Score: Raw -1781160.850362 + Penalty 3120.114847 = -1778040.735515
  nChanged 54
		SP:Iteration 16Q (42294.490000 sec): 3 clusters
  Score: Raw -1781197.026519 + Penalty 3120.114847 = -1778076.911672
  nChanged 41
		SP:Iteration 17Q (42294.720000 sec): 3 clusters
  Score: Raw -1781224.072781 + Penalty 3120.114847 = -1778103.957934
  nChanged 27
		SP:Iteration 18Q (42295.000000 sec): 3 clusters
  Score: Raw -1781246.597841 + Penalty 3120.114847 = -1778126.482994
  nChanged 19
		SP:Iteration 19Q (42295.210000 sec): 3 clusters
  Score: Raw -1781262.372345 + Penalty 3120.114847 = -1778142.257498
  nChanged 16
		SP:Iteration 20F (42295.490000 sec): 3 clusters
  Score: Raw -1781274.503706 + Penalty 3120.114847 = -1778154.388859
  nChanged 16
		SP:Iteration 21Q (42295.740000 sec): 3 clusters
  Score: Raw -1781287.005631 + Penalty 3120.114847 = -1778166.890784
  nChanged 14
		SP:Iteration 22Q (42295.980000 sec): 3 clusters
  Score: Raw -1781300.176642 + Penalty 3120.114847 = -1778180.061795
  nChanged 13
		SP:Iteration 23Q (42296.250000 sec): 3 clusters
  Score: Raw -1781310.470104 + Penalty 3120.114847 = -1778190.355257
  nChanged 10
		SP:Iteration 24Q (42296.600000 sec): 3 clusters
  Score: Raw -1781317.131298 + Penalty 3120.114847 = -1778197.016451
  nChanged 10
		SP:Iteration 25Q (42296.790000 sec): 3 clusters
  Score: Raw -1781325.139772 + Penalty 3120.114847 = -1778205.024925
  nChanged 6
		SP:Iteration 26Q (42297.120000 sec): 3 clusters
  Score: Raw -1781330.201868 + Penalty 3120.114847 = -1778210.087021
  nChanged 11
		SP:Iteration 27Q (42297.380000 sec): 3 clusters
  Score: Raw -1781337.918314 + Penalty 3120.114847 = -1778217.803467
  nChanged 7
		SP:Iteration 28Q (42297.630000 sec): 3 clusters
  Score: Raw -1781343.994952 + Penalty 3120.114847 = -1778223.880105
  nChanged 6
		SP:Iteration 29Q (42297.880000 sec): 3 clusters
  Score: Raw -1781347.324371 + Penalty 3120.114847 = -1778227.209524
  nChanged 5
		SP:Iteration 30Q (42298.140000 sec): 3 clusters
  Score: Raw -1781351.455764 + Penalty 3120.114847 = -1778231.340917
  nChanged 2
		SP:Iteration 31Q (42298.430000 sec): 3 clusters
  Score: Raw -1781352.675487 + Penalty 3120.114847 = -1778232.560640
  nChanged 1
		SP:Iteration 32Q (42298.610000 sec): 3 clusters
  Score: Raw -1781353.165505 + Penalty 3120.114847 = -1778233.050657
  nChanged 0
		SP:Iteration 33F (42298.860000 sec): 3 clusters
  Score: Raw -1781353.165505 + Penalty 3120.114847 = -1778233.050657
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 13 (4728 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (42298.940000 sec): 2 clusters
  Score: Raw -528235.247060 + Penalty 1374.954353 = -526860.292707
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (42299.100000 sec): 3 clusters
  Score: Raw -525807.653275 + Penalty 2749.908707 = -523057.744568
  nChanged 1883
		SP:Iteration 1F (42299.260000 sec): 3 clusters
  Score: Raw -527037.786147 + Penalty 2749.908707 = -524287.877440
  nChanged 424
		SP:Iteration 2F (42299.420000 sec): 3 clusters
  Score: Raw -527441.927726 + Penalty 2749.908707 = -524692.019019
  nChanged 388
		SP:Iteration 3F (42299.580000 sec): 3 clusters
  Score: Raw -527889.366852 + Penalty 2749.908707 = -525139.458145
  nChanged 371
		SP:Iteration 4F (42299.740000 sec): 3 clusters
  Score: Raw -528357.995344 + Penalty 2749.908707 = -525608.086637
  nChanged 345
		SP:Iteration 5F (42299.900000 sec): 3 clusters
  Score: Raw -528764.401177 + Penalty 2749.908707 = -526014.492470
  nChanged 302
		SP:Iteration 6F (42300.060000 sec): 3 clusters
  Score: Raw -529041.781691 + Penalty 2749.908707 = -526291.872984
  nChanged 216
		SP:Iteration 7Q (42300.220000 sec): 3 clusters
  Score: Raw -529211.378698 + Penalty 2749.908707 = -526461.469991
  nChanged 147
		SP:Iteration 8Q (42300.370000 sec): 3 clusters
  Score: Raw -529314.375959 + Penalty 2749.908707 = -526564.467252
  nChanged 91
		SP:Iteration 9Q (42300.530000 sec): 3 clusters
  Score: Raw -529372.971741 + Penalty 2749.908707 = -526623.063035
  nChanged 72
		SP:Iteration 10Q (42300.690000 sec): 3 clusters
  Score: Raw -529410.759056 + Penalty 2749.908707 = -526660.850349
  nChanged 58
		SP:Iteration 11Q (42300.890000 sec): 3 clusters
  Score: Raw -529433.789693 + Penalty 2749.908707 = -526683.880986
  nChanged 40
		SP:Iteration 12Q (42301.020000 sec): 3 clusters
  Score: Raw -529447.703898 + Penalty 2749.908707 = -526697.795191
  nChanged 27
		SP:Iteration 13Q (42301.180000 sec): 3 clusters
  Score: Raw -529456.548082 + Penalty 2749.908707 = -526706.639376
  nChanged 19
		SP:Iteration 14Q (42301.340000 sec): 3 clusters
  Score: Raw -529461.612602 + Penalty 2749.908707 = -526711.703895
  nChanged 12
		SP:Iteration 15Q (42301.500000 sec): 3 clusters
  Score: Raw -529464.145798 + Penalty 2749.908707 = -526714.237091
  nChanged 7
		SP:Iteration 16Q (42301.660000 sec): 3 clusters
  Score: Raw -529466.341205 + Penalty 2749.908707 = -526716.432499
  nChanged 13
		SP:Iteration 17Q (42301.820000 sec): 3 clusters
  Score: Raw -529470.425933 + Penalty 2749.908707 = -526720.517226
  nChanged 14
		SP:Iteration 18Q (42301.980000 sec): 3 clusters
  Score: Raw -529475.200917 + Penalty 2749.908707 = -526725.292211
  nChanged 12
		SP:Iteration 19Q (42302.130000 sec): 3 clusters
  Score: Raw -529478.580220 + Penalty 2749.908707 = -526728.671514
  nChanged 10
		SP:Iteration 20F (42302.290000 sec): 3 clusters
  Score: Raw -529481.227940 + Penalty 2749.908707 = -526731.319233
  nChanged 6
		SP:Iteration 21Q (42302.450000 sec): 3 clusters
  Score: Raw -529483.393617 + Penalty 2749.908707 = -526733.484910
  nChanged 3
		SP:Iteration 22Q (42302.610000 sec): 3 clusters
  Score: Raw -529484.192903 + Penalty 2749.908707 = -526734.284196
  nChanged 4
		SP:Iteration 23Q (42302.770000 sec): 3 clusters
  Score: Raw -529485.097109 + Penalty 2749.908707 = -526735.188402
  nChanged 4
		SP:Iteration 24Q (42302.930000 sec): 3 clusters
  Score: Raw -529486.219337 + Penalty 2749.908707 = -526736.310631
  nChanged 4
		SP:Iteration 25Q (42303.090000 sec): 3 clusters
  Score: Raw -529486.836379 + Penalty 2749.908707 = -526736.927673
  nChanged 1
		SP:Iteration 26Q (42303.250000 sec): 3 clusters
  Score: Raw -529487.169641 + Penalty 2749.908707 = -526737.260934
  nChanged 3
		SP:Iteration 27Q (42303.410000 sec): 3 clusters
  Score: Raw -529487.514561 + Penalty 2749.908707 = -526737.605854
  nChanged 2
		SP:Iteration 28Q (42303.570000 sec): 3 clusters
  Score: Raw -529487.719798 + Penalty 2749.908707 = -526737.811091
  nChanged 1
		SP:Iteration 29Q (42303.730000 sec): 3 clusters
  Score: Raw -529488.020896 + Penalty 2749.908707 = -526738.112189
  nChanged 2
		SP:Iteration 30Q (42303.890000 sec): 3 clusters
  Score: Raw -529489.975739 + Penalty 2749.908707 = -526740.067032
  nChanged 4
		SP:Iteration 31Q (42304.040000 sec): 3 clusters
  Score: Raw -529490.812658 + Penalty 2749.908707 = -526740.903952
  nChanged 2
		SP:Iteration 32Q (42304.220000 sec): 3 clusters
  Score: Raw -529491.250609 + Penalty 2749.908707 = -526741.341902
  nChanged 1
		SP:Iteration 33Q (42304.420000 sec): 3 clusters
  Score: Raw -529491.442336 + Penalty 2749.908707 = -526741.533629
  nChanged 1
		SP:Iteration 34Q (42304.590000 sec): 3 clusters
  Score: Raw -529491.548571 + Penalty 2749.908707 = -526741.639865
  nChanged 0
		SP:Iteration 35F (42304.790000 sec): 3 clusters
  Score: Raw -529491.548571 + Penalty 2749.908707 = -526741.639865
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 14 (32146 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (42305.070000 sec): 2 clusters
  Score: Raw -3930488.777286 + Penalty 1686.432037 = -3928802.345249
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (42305.410000 sec): 3 clusters
  Score: Raw -3910653.064758 + Penalty 3372.864074 = -3907280.200684
  nChanged 14755
		SP:Iteration 1F (42305.730000 sec): 3 clusters
  Score: Raw -3918515.919788 + Penalty 3372.864074 = -3915143.055713
  nChanged 1418
		SP:Iteration 2Q (42306.050000 sec): 3 clusters
  Score: Raw -3918980.748769 + Penalty 3372.864074 = -3915607.884694
  nChanged 1481
		SP:Iteration 3Q (42306.400000 sec): 3 clusters
  Score: Raw -3919538.653566 + Penalty 3372.864074 = -3916165.789492
  nChanged 1572
		SP:Iteration 4Q (42306.730000 sec): 3 clusters
  Score: Raw -3920198.189255 + Penalty 3372.864074 = -3916825.325180
  nChanged 1679
		SP:Iteration 5F (42307.080000 sec): 3 clusters
  Score: Raw -3921040.811721 + Penalty 3372.864074 = -3917667.947647
  nChanged 1791
		SP:Iteration 6F (42307.400000 sec): 3 clusters
  Score: Raw -3922045.803628 + Penalty 3372.864074 = -3918672.939554
  nChanged 1884
		SP:Iteration 7F (42307.720000 sec): 3 clusters
  Score: Raw -3923183.894038 + Penalty 3372.864074 = -3919811.029964
  nChanged 1815
		SP:Iteration 8F (42308.020000 sec): 3 clusters
  Score: Raw -3924390.651783 + Penalty 3372.864074 = -3921017.787709
  nChanged 1676
		SP:Iteration 9F (42308.330000 sec): 3 clusters
  Score: Raw -3925531.962213 + Penalty 3372.864074 = -3922159.098139
  nChanged 1466
		SP:Iteration 10Q (42308.640000 sec): 3 clusters
  Score: Raw -3926483.377797 + Penalty 3372.864074 = -3923110.513723
  nChanged 1132
		SP:Iteration 11Q (42309.000000 sec): 3 clusters
  Score: Raw -3927070.077298 + Penalty 3372.864074 = -3923697.213224
  nChanged 793
		SP:Iteration 12Q (42309.300000 sec): 3 clusters
  Score: Raw -3927370.240373 + Penalty 3372.864074 = -3923997.376299
  nChanged 516
		SP:Iteration 13Q (42309.650000 sec): 3 clusters
  Score: Raw -3927533.182681 + Penalty 3372.864074 = -3924160.318606
  nChanged 407
		SP:Iteration 14Q (42309.970000 sec): 3 clusters
  Score: Raw -3927658.710457 + Penalty 3372.864074 = -3924285.846383
  nChanged 361
		SP:Iteration 15Q (42310.310000 sec): 3 clusters
  Score: Raw -3927762.592863 + Penalty 3372.864074 = -3924389.728789
  nChanged 355
		SP:Iteration 16Q (42310.710000 sec): 3 clusters
  Score: Raw -3927878.600929 + Penalty 3372.864074 = -3924505.736855
  nChanged 363
		SP:Iteration 17Q (42311.040000 sec): 3 clusters
  Score: Raw -3928013.600812 + Penalty 3372.864074 = -3924640.736737
  nChanged 387
		SP:Iteration 18Q (42311.360000 sec): 3 clusters
  Score: Raw -3928168.611406 + Penalty 3372.864074 = -3924795.747332
  nChanged 414
		SP:Iteration 19Q (42311.660000 sec): 3 clusters
  Score: Raw -3928355.860203 + Penalty 3372.864074 = -3924982.996128
  nChanged 438
		SP:Iteration 20F (42312.010000 sec): 3 clusters
  Score: Raw -3928564.937593 + Penalty 3372.864074 = -3925192.073519
  nChanged 404
		SP:Iteration 21Q (42312.370000 sec): 3 clusters
  Score: Raw -3928741.746223 + Penalty 3372.864074 = -3925368.882149
  nChanged 362
		SP:Iteration 22Q (42312.750000 sec): 3 clusters
  Score: Raw -3928884.254297 + Penalty 3372.864074 = -3925511.390223
  nChanged 335
		SP:Iteration 23Q (42313.050000 sec): 3 clusters
  Score: Raw -3929002.980238 + Penalty 3372.864074 = -3925630.116164
  nChanged 269
		SP:Iteration 24Q (42313.410000 sec): 3 clusters
  Score: Raw -3929077.884347 + Penalty 3372.864074 = -3925705.020273
  nChanged 219
		SP:Iteration 25Q (42313.740000 sec): 3 clusters
  Score: Raw -3929134.928837 + Penalty 3372.864074 = -3925762.064763
  nChanged 199
		SP:Iteration 26Q (42314.070000 sec): 3 clusters
  Score: Raw -3929177.554646 + Penalty 3372.864074 = -3925804.690572
  nChanged 174
		SP:Iteration 27Q (42314.410000 sec): 3 clusters
  Score: Raw -3929213.374712 + Penalty 3372.864074 = -3925840.510638
  nChanged 179
		SP:Iteration 28Q (42314.770000 sec): 3 clusters
  Score: Raw -3929248.838700 + Penalty 3372.864074 = -3925875.974626
  nChanged 180
		SP:Iteration 29Q (42315.090000 sec): 3 clusters
  Score: Raw -3929286.687427 + Penalty 3372.864074 = -3925913.823353
  nChanged 181
		SP:Iteration 30Q (42315.410000 sec): 3 clusters
  Score: Raw -3929322.879886 + Penalty 3372.864074 = -3925950.015812
  nChanged 163
		SP:Iteration 31Q (42315.790000 sec): 3 clusters
  Score: Raw -3929354.948715 + Penalty 3372.864074 = -3925982.084641
  nChanged 168
		SP:Iteration 32Q (42316.080000 sec): 3 clusters
  Score: Raw -3929390.180045 + Penalty 3372.864074 = -3926017.315971
  nChanged 171
		SP:Iteration 33Q (42316.430000 sec): 3 clusters
  Score: Raw -3929428.467325 + Penalty 3372.864074 = -3926055.603250
  nChanged 161
		SP:Iteration 34Q (42316.800000 sec): 3 clusters
  Score: Raw -3929465.024977 + Penalty 3372.864074 = -3926092.160903
  nChanged 169
		SP:Iteration 35Q (42317.060000 sec): 3 clusters
  Score: Raw -3929503.360999 + Penalty 3372.864074 = -3926130.496925
  nChanged 155
		SP:Iteration 36Q (42317.380000 sec): 3 clusters
  Score: Raw -3929537.612274 + Penalty 3372.864074 = -3926164.748200
  nChanged 160
		SP:Iteration 37Q (42317.640000 sec): 3 clusters
  Score: Raw -3929576.766778 + Penalty 3372.864074 = -3926203.902704
  nChanged 175
		SP:Iteration 38Q (42317.980000 sec): 3 clusters
  Score: Raw -3929625.531115 + Penalty 3372.864074 = -3926252.667041
  nChanged 176
		SP:Iteration 39Q (42318.320000 sec): 3 clusters
  Score: Raw -3929669.695723 + Penalty 3372.864074 = -3926296.831649
  nChanged 169
		SP:Iteration 40F (42318.640000 sec): 3 clusters
  Score: Raw -3929712.592933 + Penalty 3372.864074 = -3926339.728859
  nChanged 157
		SP:Iteration 41Q (42319.000000 sec): 3 clusters
  Score: Raw -3929750.900228 + Penalty 3372.864074 = -3926378.036154
  nChanged 142
		SP:Iteration 42Q (42319.390000 sec): 3 clusters
  Score: Raw -3929784.376102 + Penalty 3372.864074 = -3926411.512028
  nChanged 126
		SP:Iteration 43Q (42319.700000 sec): 3 clusters
  Score: Raw -3929816.273852 + Penalty 3372.864074 = -3926443.409778
  nChanged 138
		SP:Iteration 44Q (42320.040000 sec): 3 clusters
  Score: Raw -3929855.971109 + Penalty 3372.864074 = -3926483.107035
  nChanged 145
		SP:Iteration 45Q (42320.390000 sec): 3 clusters
  Score: Raw -3929897.819061 + Penalty 3372.864074 = -3926524.954987
  nChanged 156
		SP:Iteration 46Q (42320.740000 sec): 3 clusters
  Score: Raw -3929941.498595 + Penalty 3372.864074 = -3926568.634520
  nChanged 141
		SP:Iteration 47Q (42321.080000 sec): 3 clusters
  Score: Raw -3929983.706229 + Penalty 3372.864074 = -3926610.842155
  nChanged 130
		SP:Iteration 48Q (42321.420000 sec): 3 clusters
  Score: Raw -3930018.609677 + Penalty 3372.864074 = -3926645.745603
  nChanged 128
		SP:Iteration 49Q (42321.750000 sec): 3 clusters
  Score: Raw -3930055.810833 + Penalty 3372.864074 = -3926682.946759
  nChanged 130
		SP:Iteration 50Q (42322.020000 sec): 3 clusters
  Score: Raw -3930096.486110 + Penalty 3372.864074 = -3926723.622035
  nChanged 132
		SP:Iteration 51Q (42322.330000 sec): 3 clusters
  Score: Raw -3930141.964497 + Penalty 3372.864074 = -3926769.100423
  nChanged 123
		SP:Iteration 52Q (42322.640000 sec): 3 clusters
  Score: Raw -3930183.080015 + Penalty 3372.864074 = -3926810.215941
  nChanged 116
		SP:Iteration 53Q (42323.000000 sec): 3 clusters
  Score: Raw -3930220.895624 + Penalty 3372.864074 = -3926848.031549
  nChanged 112
		SP:Iteration 54Q (42323.300000 sec): 3 clusters
  Score: Raw -3930254.622659 + Penalty 3372.864074 = -3926881.758585
  nChanged 91
		SP:Iteration 55Q (42323.600000 sec): 3 clusters
  Score: Raw -3930285.533391 + Penalty 3372.864074 = -3926912.669317
  nChanged 79
		SP:Iteration 56Q (42323.950000 sec): 3 clusters
  Score: Raw -3930311.318688 + Penalty 3372.864074 = -3926938.454613
  nChanged 72
		SP:Iteration 57Q (42324.280000 sec): 3 clusters
  Score: Raw -3930334.887250 + Penalty 3372.864074 = -3926962.023176
  nChanged 82
		SP:Iteration 58Q (42324.610000 sec): 3 clusters
  Score: Raw -3930364.454731 + Penalty 3372.864074 = -3926991.590657
  nChanged 67
		SP:Iteration 59Q (42324.930000 sec): 3 clusters
  Score: Raw -3930388.655683 + Penalty 3372.864074 = -3927015.791609
  nChanged 66
		SP:Iteration 60F (42325.250000 sec): 3 clusters
  Score: Raw -3930414.956260 + Penalty 3372.864074 = -3927042.092185
  nChanged 64
		SP:Iteration 61Q (42325.590000 sec): 3 clusters
  Score: Raw -3930437.720747 + Penalty 3372.864074 = -3927064.856673
  nChanged 52
		SP:Iteration 62Q (42325.970000 sec): 3 clusters
  Score: Raw -3930456.409379 + Penalty 3372.864074 = -3927083.545304
  nChanged 45
		SP:Iteration 63Q (42326.240000 sec): 3 clusters
  Score: Raw -3930470.908879 + Penalty 3372.864074 = -3927098.044805
  nChanged 50
		SP:Iteration 64Q (42326.580000 sec): 3 clusters
  Score: Raw -3930494.982946 + Penalty 3372.864074 = -3927122.118872
  nChanged 51
		SP:Iteration 65Q (42326.900000 sec): 3 clusters
  Score: Raw -3930514.499883 + Penalty 3372.864074 = -3927141.635809
  nChanged 40
		SP:Iteration 66Q (42327.200000 sec): 3 clusters
  Score: Raw -3930526.683418 + Penalty 3372.864074 = -3927153.819344
  nChanged 34
		SP:Iteration 67Q (42327.560000 sec): 3 clusters
  Score: Raw -3930537.451104 + Penalty 3372.864074 = -3927164.587030
  nChanged 34
		SP:Iteration 68Q (42327.850000 sec): 3 clusters
  Score: Raw -3930548.317284 + Penalty 3372.864074 = -3927175.453209
  nChanged 25
		SP:Iteration 69Q (42328.170000 sec): 3 clusters
  Score: Raw -3930556.361530 + Penalty 3372.864074 = -3927183.497455
  nChanged 20
		SP:Iteration 70Q (42328.480000 sec): 3 clusters
  Score: Raw -3930563.150866 + Penalty 3372.864074 = -3927190.286791
  nChanged 18
		SP:Iteration 71Q (42328.810000 sec): 3 clusters
  Score: Raw -3930568.588980 + Penalty 3372.864074 = -3927195.724906
  nChanged 20
		SP:Iteration 72Q (42329.080000 sec): 3 clusters
  Score: Raw -3930575.416981 + Penalty 3372.864074 = -3927202.552907
  nChanged 20
		SP:Iteration 73Q (42329.390000 sec): 3 clusters
  Score: Raw -3930582.144462 + Penalty 3372.864074 = -3927209.280388
  nChanged 17
		SP:Iteration 74Q (42329.750000 sec): 3 clusters
  Score: Raw -3930587.836134 + Penalty 3372.864074 = -3927214.972060
  nChanged 19
		SP:Iteration 75Q (42330.040000 sec): 3 clusters
  Score: Raw -3930596.612447 + Penalty 3372.864074 = -3927223.748373
  nChanged 15
		SP:Iteration 76Q (42330.350000 sec): 3 clusters
  Score: Raw -3930602.338355 + Penalty 3372.864074 = -3927229.474281
  nChanged 16
		SP:Iteration 77Q (42330.680000 sec): 3 clusters
  Score: Raw -3930607.474809 + Penalty 3372.864074 = -3927234.610734
  nChanged 17
		SP:Iteration 78Q (42330.930000 sec): 3 clusters
  Score: Raw -3930613.935785 + Penalty 3372.864074 = -3927241.071711
  nChanged 17
		SP:Iteration 79Q (42331.280000 sec): 3 clusters
  Score: Raw -3930621.202226 + Penalty 3372.864074 = -3927248.338151
  nChanged 21
		SP:Iteration 80F (42331.590000 sec): 3 clusters
  Score: Raw -3930628.939436 + Penalty 3372.864074 = -3927256.075362
  nChanged 18
		SP:Iteration 81Q (42331.920000 sec): 3 clusters
  Score: Raw -3930634.945395 + Penalty 3372.864074 = -3927262.081320
  nChanged 21
		SP:Iteration 82Q (42332.260000 sec): 3 clusters
  Score: Raw -3930644.194454 + Penalty 3372.864074 = -3927271.330380
  nChanged 19
		SP:Iteration 83Q (42332.580000 sec): 3 clusters
  Score: Raw -3930651.306848 + Penalty 3372.864074 = -3927278.442774
  nChanged 13
		SP:Iteration 84Q (42332.920000 sec): 3 clusters
  Score: Raw -3930656.028728 + Penalty 3372.864074 = -3927283.164654
  nChanged 12
		SP:Iteration 85Q (42333.250000 sec): 3 clusters
  Score: Raw -3930661.276117 + Penalty 3372.864074 = -3927288.412043
  nChanged 6
		SP:Iteration 86Q (42333.580000 sec): 3 clusters
  Score: Raw -3930662.638199 + Penalty 3372.864074 = -3927289.774125
  nChanged 4
		SP:Iteration 87Q (42333.810000 sec): 3 clusters
  Score: Raw -3930663.752394 + Penalty 3372.864074 = -3927290.888320
  nChanged 3
		SP:Iteration 88Q (42334.080000 sec): 3 clusters
  Score: Raw -3930665.553600 + Penalty 3372.864074 = -3927292.689526
  nChanged 2
		SP:Iteration 89Q (42334.390000 sec): 3 clusters
  Score: Raw -3930666.226729 + Penalty 3372.864074 = -3927293.362655
  nChanged 2
		SP:Iteration 90Q (42334.700000 sec): 3 clusters
  Score: Raw -3930666.864803 + Penalty 3372.864074 = -3927294.000729
  nChanged 4
		SP:Iteration 91Q (42335.000000 sec): 3 clusters
  Score: Raw -3930667.911557 + Penalty 3372.864074 = -3927295.047483
  nChanged 1
		SP:Iteration 92Q (42335.340000 sec): 3 clusters
  Score: Raw -3930668.157306 + Penalty 3372.864074 = -3927295.293232
  nChanged 2
		SP:Iteration 93Q (42335.600000 sec): 3 clusters
  Score: Raw -3930668.685206 + Penalty 3372.864074 = -3927295.821132
  nChanged 0
		SP:Iteration 94F (42335.940000 sec): 3 clusters
  Score: Raw -3930668.685206 + Penalty 3372.864074 = -3927295.821132
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 15 (1781 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (42336.080000 sec): 2 clusters
  Score: Raw -198295.144134 + Penalty 1216.301171 = -197078.842963
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (42336.240000 sec): 3 clusters
  Score: Raw -197621.401040 + Penalty 2432.602342 = -195188.798698
  nChanged 632
		SP:Iteration 1F (42336.430000 sec): 3 clusters
  Score: Raw -198160.098079 + Penalty 2432.602342 = -195727.495737
  nChanged 180
		SP:Iteration 2F (42336.610000 sec): 3 clusters
  Score: Raw -198377.459105 + Penalty 2432.602342 = -195944.856763
  nChanged 118
		SP:Iteration 3F (42336.770000 sec): 3 clusters
  Score: Raw -198531.560028 + Penalty 2432.602342 = -196098.957686
  nChanged 105
		SP:Iteration 4F (42336.940000 sec): 3 clusters
  Score: Raw -198653.303123 + Penalty 2432.602342 = -196220.700781
  nChanged 85
		SP:Iteration 5Q (42337.050000 sec): 3 clusters
  Score: Raw -198766.845195 + Penalty 2432.602342 = -196334.242853
  nChanged 87
		SP:Iteration 6Q (42337.180000 sec): 3 clusters
  Score: Raw -198866.440802 + Penalty 2432.602342 = -196433.838460
  nChanged 70
		SP:Iteration 7Q (42337.250000 sec): 3 clusters
  Score: Raw -198948.308703 + Penalty 2432.602342 = -196515.706361
  nChanged 46
		SP:Iteration 8Q (42337.430000 sec): 3 clusters
  Score: Raw -198994.761249 + Penalty 2432.602342 = -196562.158907
  nChanged 34
		SP:Iteration 9Q (42337.550000 sec): 3 clusters
  Score: Raw -199034.139661 + Penalty 2432.602342 = -196601.537319
  nChanged 33
		SP:Iteration 10Q (42337.660000 sec): 3 clusters
  Score: Raw -199066.534926 + Penalty 2432.602342 = -196633.932584
  nChanged 29
		SP:Iteration 11Q (42337.790000 sec): 3 clusters
  Score: Raw -199097.470173 + Penalty 2432.602342 = -196664.867831
  nChanged 25
		SP:Iteration 12Q (42337.920000 sec): 3 clusters
  Score: Raw -199127.115223 + Penalty 2432.602342 = -196694.512881
  nChanged 23
		SP:Iteration 13Q (42338.050000 sec): 3 clusters
  Score: Raw -199149.846729 + Penalty 2432.602342 = -196717.244387
  nChanged 26
		SP:Iteration 14Q (42338.170000 sec): 3 clusters
  Score: Raw -199184.099233 + Penalty 2432.602342 = -196751.496891
  nChanged 26
		SP:Iteration 15Q (42338.350000 sec): 3 clusters
  Score: Raw -199212.091828 + Penalty 2432.602342 = -196779.489486
  nChanged 11
		SP:Iteration 16Q (42338.540000 sec): 3 clusters
  Score: Raw -199224.456000 + Penalty 2432.602342 = -196791.853658
  nChanged 10
		SP:Iteration 17Q (42338.730000 sec): 3 clusters
  Score: Raw -199233.323939 + Penalty 2432.602342 = -196800.721597
  nChanged 9
		SP:Iteration 18Q (42338.890000 sec): 3 clusters
  Score: Raw -199250.624135 + Penalty 2432.602342 = -196818.021793
  nChanged 9
		SP:Iteration 19Q (42339.050000 sec): 3 clusters
  Score: Raw -199265.064740 + Penalty 2432.602342 = -196832.462398
  nChanged 7
		SP:Iteration 20F (42339.190000 sec): 3 clusters
  Score: Raw -199270.469688 + Penalty 2432.602342 = -196837.867345
  nChanged 6
		SP:Iteration 21Q (42339.390000 sec): 3 clusters
  Score: Raw -199273.549514 + Penalty 2432.602342 = -196840.947172
  nChanged 3
		SP:Iteration 22Q (42339.570000 sec): 3 clusters
  Score: Raw -199275.328441 + Penalty 2432.602342 = -196842.726099
  nChanged 3
		SP:Iteration 23Q (42339.720000 sec): 3 clusters
  Score: Raw -199276.886742 + Penalty 2432.602342 = -196844.284400
  nChanged 2
		SP:Iteration 24Q (42339.890000 sec): 3 clusters
  Score: Raw -199277.638587 + Penalty 2432.602342 = -196845.036245
  nChanged 1
		SP:Iteration 25Q (42339.990000 sec): 3 clusters
  Score: Raw -199278.118797 + Penalty 2432.602342 = -196845.516455
  nChanged 1
		SP:Iteration 26Q (42340.150000 sec): 3 clusters
  Score: Raw -199278.277068 + Penalty 2432.602342 = -196845.674726
  nChanged 0
		SP:Iteration 27F (42340.290000 sec): 3 clusters
  Score: Raw -199278.277068 + Penalty 2432.602342 = -196845.674726
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 16 (693 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (42340.360000 sec): 2 clusters
  Score: Raw -78531.255924 + Penalty 1062.917375 = -77468.338549
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (42340.520000 sec): 3 clusters
  Score: Raw -78447.609594 + Penalty 2125.834750 = -76321.774844
  nChanged 187
		SP:Iteration 1F (42340.670000 sec): 3 clusters
  Score: Raw -78698.763276 + Penalty 2125.834750 = -76572.928526
  nChanged 61
		SP:Iteration 2F (42340.750000 sec): 3 clusters
  Score: Raw -78801.355524 + Penalty 2125.834750 = -76675.520775
  nChanged 36
		SP:Iteration 3F (42340.890000 sec): 3 clusters
  Score: Raw -78860.345081 + Penalty 2125.834750 = -76734.510332
  nChanged 19
		SP:Iteration 4Q (42341.040000 sec): 3 clusters
  Score: Raw -78887.313691 + Penalty 2125.834750 = -76761.478942
  nChanged 11
		SP:Iteration 5Q (42341.170000 sec): 3 clusters
  Score: Raw -78897.797753 + Penalty 2125.834750 = -76771.963003
  nChanged 9
		SP:Iteration 6Q (42341.290000 sec): 3 clusters
  Score: Raw -78908.857311 + Penalty 2125.834750 = -76783.022562
  nChanged 9
		SP:Iteration 7Q (42341.390000 sec): 3 clusters
  Score: Raw -78934.742772 + Penalty 2125.834750 = -76808.908022
  nChanged 12
		SP:Iteration 8Q (42341.580000 sec): 3 clusters
  Score: Raw -78947.819754 + Penalty 2125.834750 = -76821.985004
  nChanged 9
		SP:Iteration 9Q (42341.720000 sec): 3 clusters
  Score: Raw -78964.182385 + Penalty 2125.834750 = -76838.347635
  nChanged 12
		SP:Iteration 10Q (42341.840000 sec): 3 clusters
  Score: Raw -78986.298022 + Penalty 2125.834750 = -76860.463272
  nChanged 7
		SP:Iteration 11Q (42341.980000 sec): 3 clusters
  Score: Raw -78995.909718 + Penalty 2125.834750 = -76870.074968
  nChanged 7
		SP:Iteration 12Q (42342.100000 sec): 3 clusters
  Score: Raw -79004.155933 + Penalty 2125.834750 = -76878.321184
  nChanged 3
		SP:Iteration 13Q (42342.230000 sec): 3 clusters
  Score: Raw -79011.394254 + Penalty 2125.834750 = -76885.559505
  nChanged 6
		SP:Iteration 14Q (42342.360000 sec): 3 clusters
  Score: Raw -79027.153252 + Penalty 2125.834750 = -76901.318502
  nChanged 8
		SP:Iteration 15Q (42342.500000 sec): 3 clusters
  Score: Raw -79043.235041 + Penalty 2125.834750 = -76917.400292
  nChanged 4
		SP:Iteration 16Q (42342.640000 sec): 3 clusters
  Score: Raw -79053.791176 + Penalty 2125.834750 = -76927.956426
  nChanged 2
		SP:Iteration 17Q (42342.770000 sec): 3 clusters
  Score: Raw -79056.015116 + Penalty 2125.834750 = -76930.180366
  nChanged 0
		SP:Iteration 18F (42342.910000 sec): 3 clusters
  Score: Raw -79056.015116 + Penalty 2125.834750 = -76930.180366
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 17 (318 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (42343.000000 sec): 2 clusters
  Score: Raw -22369.364508 + Penalty 936.333350 = -21433.031159
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (42343.160000 sec): 3 clusters
  Score: Raw -22406.846119 + Penalty 1872.666699 = -20534.179420
  nChanged 62
		SP:Iteration 1F (42343.250000 sec): 3 clusters
  Score: Raw -22611.283835 + Penalty 1872.666699 = -20738.617136
  nChanged 31
		SP:Iteration 2F (42343.440000 sec): 3 clusters
  Score: Raw -22797.333968 + Penalty 1872.666699 = -20924.667268
  nChanged 27
		SP:Iteration 3F (42343.580000 sec): 3 clusters
  Score: Raw -22936.045264 + Penalty 1872.666699 = -21063.378564
  nChanged 15
		SP:Iteration 4Q (42343.700000 sec): 3 clusters
  Score: Raw -23024.705727 + Penalty 1872.666699 = -21152.039027
  nChanged 15
		SP:Iteration 5Q (42343.860000 sec): 3 clusters
  Score: Raw -23120.982089 + Penalty 1872.666699 = -21248.315389
  nChanged 9
		SP:Iteration 6Q (42343.990000 sec): 3 clusters
  Score: Raw -23150.945821 + Penalty 1872.666699 = -21278.279122
  nChanged 6
		SP:Iteration 7Q (42344.130000 sec): 3 clusters
  Score: Raw -23173.506852 + Penalty 1872.666699 = -21300.840153
  nChanged 1
		SP:Iteration 8Q (42344.310000 sec): 3 clusters
  Score: Raw -23176.190691 + Penalty 1872.666699 = -21303.523992
  nChanged 0
		SP:Iteration 9F (42344.440000 sec): 3 clusters
  Score: Raw -23176.190691 + Penalty 1872.666699 = -21303.523992
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 18 (2892 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (42344.510000 sec): 2 clusters
  Score: Raw -351723.073365 + Penalty 1295.076832 = -350427.996533
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (42344.720000 sec): 3 clusters
  Score: Raw -350353.444217 + Penalty 2590.153665 = -347763.290553
  nChanged 1085
		SP:Iteration 1F (42344.850000 sec): 3 clusters
  Score: Raw -350982.006679 + Penalty 2590.153665 = -348391.853015
  nChanged 217
		SP:Iteration 2F (42345.040000 sec): 3 clusters
  Score: Raw -351121.257718 + Penalty 2590.153665 = -348531.104053
  nChanged 164
		SP:Iteration 3F (42345.190000 sec): 3 clusters
  Score: Raw -351239.014079 + Penalty 2590.153665 = -348648.860414
  nChanged 129
		SP:Iteration 4Q (42345.330000 sec): 3 clusters
  Score: Raw -351332.237253 + Penalty 2590.153665 = -348742.083589
  nChanged 117
		SP:Iteration 5Q (42345.460000 sec): 3 clusters
  Score: Raw -351398.348100 + Penalty 2590.153665 = -348808.194436
  nChanged 103
		SP:Iteration 6Q (42345.620000 sec): 3 clusters
  Score: Raw -351460.055827 + Penalty 2590.153665 = -348869.902163
  nChanged 84
		SP:Iteration 7Q (42345.780000 sec): 3 clusters
  Score: Raw -351508.093419 + Penalty 2590.153665 = -348917.939755
  nChanged 79
		SP:Iteration 8Q (42345.930000 sec): 3 clusters
  Score: Raw -351548.709286 + Penalty 2590.153665 = -348958.555621
  nChanged 57
		SP:Iteration 9Q (42346.100000 sec): 3 clusters
  Score: Raw -351579.717987 + Penalty 2590.153665 = -348989.564322
  nChanged 52
		SP:Iteration 10Q (42346.240000 sec): 3 clusters
  Score: Raw -351610.233030 + Penalty 2590.153665 = -349020.079365
  nChanged 54
		SP:Iteration 11Q (42346.390000 sec): 3 clusters
  Score: Raw -351636.831812 + Penalty 2590.153665 = -349046.678147
  nChanged 45
		SP:Iteration 12Q (42346.530000 sec): 3 clusters
  Score: Raw -351657.447108 + Penalty 2590.153665 = -349067.293444
  nChanged 29
		SP:Iteration 13Q (42346.740000 sec): 3 clusters
  Score: Raw -351670.979640 + Penalty 2590.153665 = -349080.825975
  nChanged 28
		SP:Iteration 14Q (42346.890000 sec): 3 clusters
  Score: Raw -351684.827085 + Penalty 2590.153665 = -349094.673420
  nChanged 29
		SP:Iteration 15Q (42347.070000 sec): 3 clusters
  Score: Raw -351699.928284 + Penalty 2590.153665 = -349109.774620
  nChanged 38
		SP:Iteration 16Q (42347.230000 sec): 3 clusters
  Score: Raw -351720.330447 + Penalty 2590.153665 = -349130.176782
  nChanged 34
		SP:Iteration 17Q (42347.350000 sec): 3 clusters
  Score: Raw -351741.959279 + Penalty 2590.153665 = -349151.805615
  nChanged 33
		SP:Iteration 18Q (42347.500000 sec): 3 clusters
  Score: Raw -351759.287913 + Penalty 2590.153665 = -349169.134248
  nChanged 24
		SP:Iteration 19Q (42347.670000 sec): 3 clusters
  Score: Raw -351772.497463 + Penalty 2590.153665 = -349182.343799
  nChanged 21
		SP:Iteration 20F (42347.860000 sec): 3 clusters
  Score: Raw -351782.820382 + Penalty 2590.153665 = -349192.666717
  nChanged 26
		SP:Iteration 21Q (42348.050000 sec): 3 clusters
  Score: Raw -351797.235431 + Penalty 2590.153665 = -349207.081766
  nChanged 20
		SP:Iteration 22Q (42348.180000 sec): 3 clusters
  Score: Raw -351810.125558 + Penalty 2590.153665 = -349219.971893
  nChanged 24
		SP:Iteration 23Q (42348.340000 sec): 3 clusters
  Score: Raw -351828.516144 + Penalty 2590.153665 = -349238.362480
  nChanged 30
		SP:Iteration 24Q (42348.500000 sec): 3 clusters
  Score: Raw -351847.725100 + Penalty 2590.153665 = -349257.571436
  nChanged 21
		SP:Iteration 25Q (42348.650000 sec): 3 clusters
  Score: Raw -351864.911881 + Penalty 2590.153665 = -349274.758217
  nChanged 23
		SP:Iteration 26Q (42348.820000 sec): 3 clusters
  Score: Raw -351880.038421 + Penalty 2590.153665 = -349289.884757
  nChanged 28
		SP:Iteration 27Q (42348.970000 sec): 3 clusters
  Score: Raw -351897.748016 + Penalty 2590.153665 = -349307.594352
  nChanged 23
		SP:Iteration 28Q (42349.120000 sec): 3 clusters
  Score: Raw -351912.414722 + Penalty 2590.153665 = -349322.261058
  nChanged 25
		SP:Iteration 29Q (42349.270000 sec): 3 clusters
  Score: Raw -351928.771866 + Penalty 2590.153665 = -349338.618202
  nChanged 28
		SP:Iteration 30Q (42349.420000 sec): 3 clusters
  Score: Raw -351949.343619 + Penalty 2590.153665 = -349359.189954
  nChanged 31
		SP:Iteration 31Q (42349.570000 sec): 3 clusters
  Score: Raw -351965.356139 + Penalty 2590.153665 = -349375.202474
  nChanged 18
		SP:Iteration 32Q (42349.730000 sec): 3 clusters
  Score: Raw -351976.587555 + Penalty 2590.153665 = -349386.433891
  nChanged 19
		SP:Iteration 33Q (42349.900000 sec): 3 clusters
  Score: Raw -351989.395844 + Penalty 2590.153665 = -349399.242179
  nChanged 18
		SP:Iteration 34Q (42350.100000 sec): 3 clusters
  Score: Raw -352001.655157 + Penalty 2590.153665 = -349411.501492
  nChanged 20
		SP:Iteration 35Q (42350.270000 sec): 3 clusters
  Score: Raw -352014.213897 + Penalty 2590.153665 = -349424.060232
  nChanged 18
		SP:Iteration 36Q (42350.410000 sec): 3 clusters
  Score: Raw -352026.649312 + Penalty 2590.153665 = -349436.495647
  nChanged 19
		SP:Iteration 37Q (42350.580000 sec): 3 clusters
  Score: Raw -352045.011521 + Penalty 2590.153665 = -349454.857856
  nChanged 29
		SP:Iteration 38Q (42350.740000 sec): 3 clusters
  Score: Raw -352068.411442 + Penalty 2590.153665 = -349478.257777
  nChanged 28
		SP:Iteration 39Q (42350.860000 sec): 3 clusters
  Score: Raw -352092.288403 + Penalty 2590.153665 = -349502.134738
  nChanged 34
		SP:Iteration 40F (42351.030000 sec): 3 clusters
  Score: Raw -352129.218853 + Penalty 2590.153665 = -349539.065188
  nChanged 39
		SP:Iteration 41Q (42351.200000 sec): 3 clusters
  Score: Raw -352175.068509 + Penalty 2590.153665 = -349584.914845
  nChanged 49
		SP:Iteration 42Q (42351.380000 sec): 3 clusters
  Score: Raw -352229.775507 + Penalty 2590.153665 = -349639.621843
  nChanged 44
		SP:Iteration 43Q (42351.540000 sec): 3 clusters
  Score: Raw -352260.501069 + Penalty 2590.153665 = -349670.347405
  nChanged 25
		SP:Iteration 44Q (42351.700000 sec): 3 clusters
  Score: Raw -352279.602796 + Penalty 2590.153665 = -349689.449131
  nChanged 20
		SP:Iteration 45Q (42351.860000 sec): 3 clusters
  Score: Raw -352297.601985 + Penalty 2590.153665 = -349707.448321
  nChanged 21
		SP:Iteration 46Q (42352.020000 sec): 3 clusters
  Score: Raw -352321.071511 + Penalty 2590.153665 = -349730.917847
  nChanged 27
		SP:Iteration 47Q (42352.180000 sec): 3 clusters
  Score: Raw -352354.263061 + Penalty 2590.153665 = -349764.109396
  nChanged 23
		SP:Iteration 48Q (42352.360000 sec): 3 clusters
  Score: Raw -352392.635695 + Penalty 2590.153665 = -349802.482030
  nChanged 26
		SP:Iteration 49Q (42352.500000 sec): 3 clusters
  Score: Raw -352430.285606 + Penalty 2590.153665 = -349840.131941
  nChanged 27
		SP:Iteration 50Q (42352.660000 sec): 3 clusters
  Score: Raw -352474.578294 + Penalty 2590.153665 = -349884.424630
  nChanged 21
		SP:Iteration 51Q (42352.820000 sec): 3 clusters
  Score: Raw -352502.111879 + Penalty 2590.153665 = -349911.958214
  nChanged 18
		SP:Iteration 52Q (42352.980000 sec): 3 clusters
  Score: Raw -352517.300038 + Penalty 2590.153665 = -349927.146374
  nChanged 9
		SP:Iteration 53Q (42353.140000 sec): 3 clusters
  Score: Raw -352524.481982 + Penalty 2590.153665 = -349934.328318
  nChanged 5
		SP:Iteration 54Q (42353.300000 sec): 3 clusters
  Score: Raw -352528.042595 + Penalty 2590.153665 = -349937.888931
  nChanged 6
		SP:Iteration 55Q (42353.460000 sec): 3 clusters
  Score: Raw -352531.416905 + Penalty 2590.153665 = -349941.263240
  nChanged 6
		SP:Iteration 56Q (42353.620000 sec): 3 clusters
  Score: Raw -352534.748204 + Penalty 2590.153665 = -349944.594540
  nChanged 2
		SP:Iteration 57Q (42353.780000 sec): 3 clusters
  Score: Raw -352535.300144 + Penalty 2590.153665 = -349945.146479
  nChanged 1
		SP:Iteration 58Q (42353.940000 sec): 3 clusters
  Score: Raw -352535.484465 + Penalty 2590.153665 = -349945.330800
  nChanged 0
		SP:Iteration 59F (42354.100000 sec): 3 clusters
  Score: Raw -352535.484465 + Penalty 2590.153665 = -349945.330800
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 19 (1949 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (42354.170000 sec): 2 clusters
  Score: Raw -240677.027839 + Penalty 1230.949151 = -239446.078688
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (42354.320000 sec): 3 clusters
  Score: Raw -239858.895924 + Penalty 2461.898302 = -237396.997622
  nChanged 656
		SP:Iteration 1F (42354.460000 sec): 3 clusters
  Score: Raw -240251.673724 + Penalty 2461.898302 = -237789.775422
  nChanged 132
		SP:Iteration 2F (42354.610000 sec): 3 clusters
  Score: Raw -240340.786721 + Penalty 2461.898302 = -237878.888418
  nChanged 84
		SP:Iteration 3Q (42354.770000 sec): 3 clusters
  Score: Raw -240389.896481 + Penalty 2461.898302 = -237927.998179
  nChanged 56
		SP:Iteration 4Q (42354.930000 sec): 3 clusters
  Score: Raw -240422.095700 + Penalty 2461.898302 = -237960.197398
  nChanged 31
		SP:Iteration 5Q (42355.090000 sec): 3 clusters
  Score: Raw -240442.178297 + Penalty 2461.898302 = -237980.279994
  nChanged 30
		SP:Iteration 6Q (42355.260000 sec): 3 clusters
  Score: Raw -240456.244222 + Penalty 2461.898302 = -237994.345919
  nChanged 24
		SP:Iteration 7Q (42355.420000 sec): 3 clusters
  Score: Raw -240466.701986 + Penalty 2461.898302 = -238004.803684
  nChanged 14
		SP:Iteration 8Q (42355.580000 sec): 3 clusters
  Score: Raw -240472.865741 + Penalty 2461.898302 = -238010.967439
  nChanged 11
		SP:Iteration 9Q (42355.750000 sec): 3 clusters
  Score: Raw -240476.140128 + Penalty 2461.898302 = -238014.241826
  nChanged 10
		SP:Iteration 10Q (42355.910000 sec): 3 clusters
  Score: Raw -240480.680073 + Penalty 2461.898302 = -238018.781771
  nChanged 13
		SP:Iteration 11Q (42356.070000 sec): 3 clusters
  Score: Raw -240487.235624 + Penalty 2461.898302 = -238025.337322
  nChanged 17
		SP:Iteration 12Q (42356.240000 sec): 3 clusters
  Score: Raw -240495.463882 + Penalty 2461.898302 = -238033.565580
  nChanged 14
		SP:Iteration 13Q (42356.400000 sec): 3 clusters
  Score: Raw -240501.997291 + Penalty 2461.898302 = -238040.098989
  nChanged 10
		SP:Iteration 14Q (42356.560000 sec): 3 clusters
  Score: Raw -240506.404418 + Penalty 2461.898302 = -238044.506115
  nChanged 9
		SP:Iteration 15Q (42356.720000 sec): 3 clusters
  Score: Raw -240510.115693 + Penalty 2461.898302 = -238048.217391
  nChanged 7
		SP:Iteration 16Q (42356.890000 sec): 3 clusters
  Score: Raw -240512.717939 + Penalty 2461.898302 = -238050.819637
  nChanged 4
		SP:Iteration 17Q (42357.050000 sec): 3 clusters
  Score: Raw -240513.840646 + Penalty 2461.898302 = -238051.942344
  nChanged 3
		SP:Iteration 18Q (42357.220000 sec): 3 clusters
  Score: Raw -240514.993865 + Penalty 2461.898302 = -238053.095563
  nChanged 4
		SP:Iteration 19Q (42357.380000 sec): 3 clusters
  Score: Raw -240518.277470 + Penalty 2461.898302 = -238056.379167
  nChanged 8
		SP:Iteration 20F (42357.540000 sec): 3 clusters
  Score: Raw -240522.089011 + Penalty 2461.898302 = -238060.190709
  nChanged 8
		SP:Iteration 21Q (42357.710000 sec): 3 clusters
  Score: Raw -240525.622516 + Penalty 2461.898302 = -238063.724214
  nChanged 11
		SP:Iteration 22Q (42357.870000 sec): 3 clusters
  Score: Raw -240531.778901 + Penalty 2461.898302 = -238069.880599
  nChanged 13
		SP:Iteration 23Q (42358.030000 sec): 3 clusters
  Score: Raw -240537.329983 + Penalty 2461.898302 = -238075.431681
  nChanged 10
		SP:Iteration 24Q (42358.200000 sec): 3 clusters
  Score: Raw -240540.743244 + Penalty 2461.898302 = -238078.844942
  nChanged 9
		SP:Iteration 25Q (42358.360000 sec): 3 clusters
  Score: Raw -240543.917533 + Penalty 2461.898302 = -238082.019231
  nChanged 6
		SP:Iteration 26Q (42358.520000 sec): 3 clusters
  Score: Raw -240547.405025 + Penalty 2461.898302 = -238085.506722
  nChanged 11
		SP:Iteration 27Q (42358.710000 sec): 3 clusters
  Score: Raw -240552.083348 + Penalty 2461.898302 = -238090.185046
  nChanged 11
		SP:Iteration 28Q (42358.850000 sec): 3 clusters
  Score: Raw -240556.749969 + Penalty 2461.898302 = -238094.851667
  nChanged 7
		SP:Iteration 29Q (42359.060000 sec): 3 clusters
  Score: Raw -240560.489578 + Penalty 2461.898302 = -238098.591276
  nChanged 6
		SP:Iteration 30Q (42359.220000 sec): 3 clusters
  Score: Raw -240563.627560 + Penalty 2461.898302 = -238101.729257
  nChanged 7
		SP:Iteration 31Q (42359.370000 sec): 3 clusters
  Score: Raw -240566.481306 + Penalty 2461.898302 = -238104.583004
  nChanged 6
		SP:Iteration 32Q (42359.480000 sec): 3 clusters
  Score: Raw -240568.780662 + Penalty 2461.898302 = -238106.882360
  nChanged 6
		SP:Iteration 33Q (42359.660000 sec): 3 clusters
  Score: Raw -240570.302663 + Penalty 2461.898302 = -238108.404361
  nChanged 2
		SP:Iteration 34Q (42359.840000 sec): 3 clusters
  Score: Raw -240571.466002 + Penalty 2461.898302 = -238109.567700
  nChanged 2
		SP:Iteration 35Q (42359.980000 sec): 3 clusters
  Score: Raw -240573.478092 + Penalty 2461.898302 = -238111.579789
  nChanged 3
		SP:Iteration 36Q (42360.120000 sec): 3 clusters
  Score: Raw -240577.608726 + Penalty 2461.898302 = -238115.710424
  nChanged 11
		SP:Iteration 37Q (42360.280000 sec): 3 clusters
  Score: Raw -240582.373207 + Penalty 2461.898302 = -238120.474904
  nChanged 11
		SP:Iteration 38Q (42360.470000 sec): 3 clusters
  Score: Raw -240586.524199 + Penalty 2461.898302 = -238124.625897
  nChanged 14
		SP:Iteration 39Q (42360.680000 sec): 3 clusters
  Score: Raw -240592.836884 + Penalty 2461.898302 = -238130.938582
  nChanged 12
		SP:Iteration 40F (42360.800000 sec): 3 clusters
  Score: Raw -240598.954439 + Penalty 2461.898302 = -238137.056136
  nChanged 12
		SP:Iteration 41Q (42360.940000 sec): 3 clusters
  Score: Raw -240604.076284 + Penalty 2461.898302 = -238142.177982
  nChanged 9
		SP:Iteration 42Q (42361.090000 sec): 3 clusters
  Score: Raw -240608.349705 + Penalty 2461.898302 = -238146.451402
  nChanged 6
		SP:Iteration 43Q (42361.240000 sec): 3 clusters
  Score: Raw -240612.244072 + Penalty 2461.898302 = -238150.345770
  nChanged 10
		SP:Iteration 44Q (42361.370000 sec): 3 clusters
  Score: Raw -240618.313701 + Penalty 2461.898302 = -238156.415399
  nChanged 12
		SP:Iteration 45Q (42361.510000 sec): 3 clusters
  Score: Raw -240624.047782 + Penalty 2461.898302 = -238162.149480
  nChanged 14
		SP:Iteration 46Q (42361.670000 sec): 3 clusters
  Score: Raw -240632.826415 + Penalty 2461.898302 = -238170.928112
  nChanged 13
		SP:Iteration 47Q (42361.830000 sec): 3 clusters
  Score: Raw -240639.957294 + Penalty 2461.898302 = -238178.058991
  nChanged 13
		SP:Iteration 48Q (42362.000000 sec): 3 clusters
  Score: Raw -240645.794719 + Penalty 2461.898302 = -238183.896416
  nChanged 9
		SP:Iteration 49Q (42362.160000 sec): 3 clusters
  Score: Raw -240649.938415 + Penalty 2461.898302 = -238188.040113
  nChanged 9
		SP:Iteration 50Q (42362.290000 sec): 3 clusters
  Score: Raw -240653.298726 + Penalty 2461.898302 = -238191.400424
  nChanged 11
		SP:Iteration 51Q (42362.420000 sec): 3 clusters
  Score: Raw -240659.931723 + Penalty 2461.898302 = -238198.033421
  nChanged 12
		SP:Iteration 52Q (42362.610000 sec): 3 clusters
  Score: Raw -240668.586835 + Penalty 2461.898302 = -238206.688532
  nChanged 11
		SP:Iteration 53Q (42362.850000 sec): 3 clusters
  Score: Raw -240675.927428 + Penalty 2461.898302 = -238214.029126
  nChanged 9
		SP:Iteration 54Q (42362.950000 sec): 3 clusters
  Score: Raw -240680.823560 + Penalty 2461.898302 = -238218.925258
  nChanged 15
		SP:Iteration 55Q (42363.090000 sec): 3 clusters
  Score: Raw -240690.033868 + Penalty 2461.898302 = -238228.135565
  nChanged 13
		SP:Iteration 56Q (42363.210000 sec): 3 clusters
  Score: Raw -240696.528368 + Penalty 2461.898302 = -238234.630066
  nChanged 13
		SP:Iteration 57Q (42363.400000 sec): 3 clusters
  Score: Raw -240705.039791 + Penalty 2461.898302 = -238243.141489
  nChanged 10
		SP:Iteration 58Q (42363.500000 sec): 3 clusters
  Score: Raw -240710.591323 + Penalty 2461.898302 = -238248.693021
  nChanged 6
		SP:Iteration 59Q (42363.640000 sec): 3 clusters
  Score: Raw -240713.916377 + Penalty 2461.898302 = -238252.018075
  nChanged 8
		SP:Iteration 60F (42363.800000 sec): 3 clusters
  Score: Raw -240720.098563 + Penalty 2461.898302 = -238258.200261
  nChanged 11
		SP:Iteration 61Q (42363.980000 sec): 3 clusters
  Score: Raw -240727.224474 + Penalty 2461.898302 = -238265.326172
  nChanged 9
		SP:Iteration 62Q (42364.130000 sec): 3 clusters
  Score: Raw -240733.021939 + Penalty 2461.898302 = -238271.123637
  nChanged 7
		SP:Iteration 63Q (42364.320000 sec): 3 clusters
  Score: Raw -240736.776421 + Penalty 2461.898302 = -238274.878118
  nChanged 7
		SP:Iteration 64Q (42364.490000 sec): 3 clusters
  Score: Raw -240739.916626 + Penalty 2461.898302 = -238278.018324
  nChanged 5
		SP:Iteration 65Q (42364.630000 sec): 3 clusters
  Score: Raw -240741.773746 + Penalty 2461.898302 = -238279.875444
  nChanged 3
		SP:Iteration 66Q (42364.760000 sec): 3 clusters
  Score: Raw -240743.480057 + Penalty 2461.898302 = -238281.581755
  nChanged 5
		SP:Iteration 67Q (42364.890000 sec): 3 clusters
  Score: Raw -240747.433004 + Penalty 2461.898302 = -238285.534702
  nChanged 9
		SP:Iteration 68Q (42365.060000 sec): 3 clusters
  Score: Raw -240752.748829 + Penalty 2461.898302 = -238290.850526
  nChanged 8
		SP:Iteration 69Q (42365.180000 sec): 3 clusters
  Score: Raw -240756.950551 + Penalty 2461.898302 = -238295.052248
  nChanged 7
		SP:Iteration 70Q (42365.280000 sec): 3 clusters
  Score: Raw -240762.428343 + Penalty 2461.898302 = -238300.530040
  nChanged 3
		SP:Iteration 71Q (42365.470000 sec): 3 clusters
  Score: Raw -240764.529184 + Penalty 2461.898302 = -238302.630882
  nChanged 5
		SP:Iteration 72Q (42365.630000 sec): 3 clusters
  Score: Raw -240767.485667 + Penalty 2461.898302 = -238305.587365
  nChanged 2
		SP:Iteration 73Q (42365.850000 sec): 3 clusters
  Score: Raw -240768.418634 + Penalty 2461.898302 = -238306.520332
  nChanged 2
		SP:Iteration 74Q (42365.960000 sec): 3 clusters
  Score: Raw -240769.603495 + Penalty 2461.898302 = -238307.705193
  nChanged 2
		SP:Iteration 75Q (42366.130000 sec): 3 clusters
  Score: Raw -240771.924917 + Penalty 2461.898302 = -238310.026615
  nChanged 3
		SP:Iteration 76Q (42366.260000 sec): 3 clusters
  Score: Raw -240777.678570 + Penalty 2461.898302 = -238315.780268
  nChanged 5
		SP:Iteration 77Q (42366.400000 sec): 3 clusters
  Score: Raw -240781.806068 + Penalty 2461.898302 = -238319.907766
  nChanged 2
		SP:Iteration 78Q (42366.530000 sec): 3 clusters
  Score: Raw -240783.517516 + Penalty 2461.898302 = -238321.619214
  nChanged 2
		SP:Iteration 79Q (42366.660000 sec): 3 clusters
  Score: Raw -240784.938824 + Penalty 2461.898302 = -238323.040521
  nChanged 0
		SP:Iteration 80F (42366.830000 sec): 3 clusters
  Score: Raw -240784.938824 + Penalty 2461.898302 = -238323.040521
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 20 (186304 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (42367.730000 sec): 2 clusters
  Score: Raw -22426885.611691 + Penalty 1971.959442 = -22424913.652249
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (42368.980000 sec): 3 clusters
  Score: Raw -22303464.483707 + Penalty 3943.918884 = -22299520.564824
  nChanged 90273
		SP:Iteration 1F (42370.200000 sec): 3 clusters
  Score: Raw -22356667.011984 + Penalty 3943.918884 = -22352723.093100
  nChanged 6158
		SP:Iteration 2Q (42371.540000 sec): 3 clusters
  Score: Raw -22358328.182077 + Penalty 3943.918884 = -22354384.263193
  nChanged 7866
		SP:Iteration 3Q (42372.890000 sec): 3 clusters
  Score: Raw -22361252.373773 + Penalty 3943.918884 = -22357308.454889
  nChanged 10599
		SP:Iteration 4F (42374.160000 sec): 3 clusters
  Score: Raw -22366719.630635 + Penalty 3943.918884 = -22362775.711752
  nChanged 13936
		SP:Iteration 5F (42375.390000 sec): 3 clusters
  Score: Raw -22376292.601451 + Penalty 3943.918884 = -22372348.682567
  nChanged 16463
		SP:Iteration 6F (42376.530000 sec): 3 clusters
  Score: Raw -22390321.163354 + Penalty 3943.918884 = -22386377.244470
  nChanged 15946
		SP:Iteration 7F (42377.770000 sec): 3 clusters
  Score: Raw -22405615.575588 + Penalty 3943.918884 = -22401671.656705
  nChanged 11859
		SP:Iteration 8F (42379.110000 sec): 3 clusters
  Score: Raw -22417108.253700 + Penalty 3943.918884 = -22413164.334816
  nChanged 6696
		SP:Iteration 9Q (42380.400000 sec): 3 clusters
  Score: Raw -22423180.089893 + Penalty 3943.918884 = -22419236.171009
  nChanged 3084
		SP:Iteration 10Q (42381.680000 sec): 3 clusters
  Score: Raw -22425669.061219 + Penalty 3943.918884 = -22421725.142335
  nChanged 1293
		SP:Iteration 11Q (42382.870000 sec): 3 clusters
  Score: Raw -22426610.964179 + Penalty 3943.918884 = -22422667.045295
  nChanged 571
		SP:Iteration 12Q (42384.040000 sec): 3 clusters
  Score: Raw -22426966.676318 + Penalty 3943.918884 = -22423022.757434
  nChanged 247
		SP:Iteration 13Q (42385.100000 sec): 3 clusters
  Score: Raw -22427118.941886 + Penalty 3943.918884 = -22423175.023002
  nChanged 130
		SP:Iteration 14Q (42386.300000 sec): 3 clusters
  Score: Raw -22427194.765702 + Penalty 3943.918884 = -22423250.846818
  nChanged 92
		SP:Iteration 15Q (42387.720000 sec): 3 clusters
  Score: Raw -22427253.190559 + Penalty 3943.918884 = -22423309.271675
  nChanged 57
		SP:Iteration 16Q (42389.110000 sec): 3 clusters
  Score: Raw -22427285.290713 + Penalty 3943.918884 = -22423341.371829
  nChanged 37
		SP:Iteration 17Q (42390.500000 sec): 3 clusters
  Score: Raw -22427312.191396 + Penalty 3943.918884 = -22423368.272513
  nChanged 29
		SP:Iteration 18Q (42391.550000 sec): 3 clusters
  Score: Raw -22427331.162790 + Penalty 3943.918884 = -22423387.243906
  nChanged 32
		SP:Iteration 19Q (42392.720000 sec): 3 clusters
  Score: Raw -22427349.476603 + Penalty 3943.918884 = -22423405.557719
  nChanged 19
		SP:Iteration 20F (42393.920000 sec): 3 clusters
  Score: Raw -22427361.786752 + Penalty 3943.918884 = -22423417.867869
  nChanged 20
		SP:Iteration 21Q (42395.120000 sec): 3 clusters
  Score: Raw -22427372.854641 + Penalty 3943.918884 = -22423428.935758
  nChanged 17
		SP:Iteration 22Q (42396.280000 sec): 3 clusters
  Score: Raw -22427380.663112 + Penalty 3943.918884 = -22423436.744228
  nChanged 9
		SP:Iteration 23Q (42397.460000 sec): 3 clusters
  Score: Raw -22427384.942080 + Penalty 3943.918884 = -22423441.023196
  nChanged 5
		SP:Iteration 24Q (42398.580000 sec): 3 clusters
  Score: Raw -22427389.914363 + Penalty 3943.918884 = -22423445.995479
  nChanged 12
		SP:Iteration 25Q (42399.720000 sec): 3 clusters
  Score: Raw -22427397.173570 + Penalty 3943.918884 = -22423453.254687
  nChanged 10
		SP:Iteration 26Q (42400.880000 sec): 3 clusters
  Score: Raw -22427402.597618 + Penalty 3943.918884 = -22423458.678734
  nChanged 4
		SP:Iteration 27Q (42402.010000 sec): 3 clusters
  Score: Raw -22427405.730272 + Penalty 3943.918884 = -22423461.811388
  nChanged 7
		SP:Iteration 28Q (42403.160000 sec): 3 clusters
  Score: Raw -22427409.024086 + Penalty 3943.918884 = -22423465.105202
  nChanged 4
		SP:Iteration 29Q (42404.330000 sec): 3 clusters
  Score: Raw -22427410.690091 + Penalty 3943.918884 = -22423466.771207
  nChanged 2
		SP:Iteration 30Q (42405.440000 sec): 3 clusters
  Score: Raw -22427411.369497 + Penalty 3943.918884 = -22423467.450614
  nChanged 0
		SP:Iteration 31F (42406.600000 sec): 3 clusters
  Score: Raw -22427411.369497 + Penalty 3943.918884 = -22423467.450614
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 22 (16997 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (42406.840000 sec): 2 clusters
  Score: Raw -1991534.263463 + Penalty 1582.878722 = -1989951.384741
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (42407.150000 sec): 3 clusters
  Score: Raw -1981384.253793 + Penalty 3165.757444 = -1978218.496348
  nChanged 7599
		SP:Iteration 1F (42407.390000 sec): 3 clusters
  Score: Raw -1985628.015074 + Penalty 3165.757444 = -1982462.257629
  nChanged 977
		SP:Iteration 2F (42407.700000 sec): 3 clusters
  Score: Raw -1986114.352981 + Penalty 3165.757444 = -1982948.595536
  nChanged 975
		SP:Iteration 3F (42408.060000 sec): 3 clusters
  Score: Raw -1986703.682804 + Penalty 3165.757444 = -1983537.925360
  nChanged 1017
		SP:Iteration 4F (42408.370000 sec): 3 clusters
  Score: Raw -1987319.558724 + Penalty 3165.757444 = -1984153.801280
  nChanged 995
		SP:Iteration 5F (42408.600000 sec): 3 clusters
  Score: Raw -1987905.441443 + Penalty 3165.757444 = -1984739.683998
  nChanged 956
		SP:Iteration 6F (42408.890000 sec): 3 clusters
  Score: Raw -1988487.112286 + Penalty 3165.757444 = -1985321.354842
  nChanged 907
		SP:Iteration 7F (42409.130000 sec): 3 clusters
  Score: Raw -1989041.477275 + Penalty 3165.757444 = -1985875.719831
  nChanged 845
		SP:Iteration 8Q (42409.420000 sec): 3 clusters
  Score: Raw -1989592.222499 + Penalty 3165.757444 = -1986426.465055
  nChanged 754
		SP:Iteration 9Q (42409.720000 sec): 3 clusters
  Score: Raw -1990006.156278 + Penalty 3165.757444 = -1986840.398834
  nChanged 633
		SP:Iteration 10Q (42409.940000 sec): 3 clusters
  Score: Raw -1990310.377791 + Penalty 3165.757444 = -1987144.620347
  nChanged 496
		SP:Iteration 11Q (42410.240000 sec): 3 clusters
  Score: Raw -1990514.100371 + Penalty 3165.757444 = -1987348.342926
  nChanged 392
		SP:Iteration 12Q (42410.500000 sec): 3 clusters
  Score: Raw -1990646.517782 + Penalty 3165.757444 = -1987480.760338
  nChanged 311
		SP:Iteration 13Q (42410.840000 sec): 3 clusters
  Score: Raw -1990735.336965 + Penalty 3165.757444 = -1987569.579521
  nChanged 235
		SP:Iteration 14Q (42411.080000 sec): 3 clusters
  Score: Raw -1990798.327491 + Penalty 3165.757444 = -1987632.570047
  nChanged 199
		SP:Iteration 15Q (42411.350000 sec): 3 clusters
  Score: Raw -1990848.422572 + Penalty 3165.757444 = -1987682.665128
  nChanged 183
		SP:Iteration 16Q (42411.630000 sec): 3 clusters
  Score: Raw -1990897.756064 + Penalty 3165.757444 = -1987731.998620
  nChanged 155
		SP:Iteration 17Q (42411.950000 sec): 3 clusters
  Score: Raw -1990942.139215 + Penalty 3165.757444 = -1987776.381770
  nChanged 162
		SP:Iteration 18Q (42412.220000 sec): 3 clusters
  Score: Raw -1990984.046227 + Penalty 3165.757444 = -1987818.288783
  nChanged 150
		SP:Iteration 19Q (42412.490000 sec): 3 clusters
  Score: Raw -1991022.011231 + Penalty 3165.757444 = -1987856.253787
  nChanged 143
		SP:Iteration 20F (42412.800000 sec): 3 clusters
  Score: Raw -1991059.763404 + Penalty 3165.757444 = -1987894.005959
  nChanged 130
		SP:Iteration 21Q (42413.090000 sec): 3 clusters
  Score: Raw -1991091.346658 + Penalty 3165.757444 = -1987925.589214
  nChanged 123
		SP:Iteration 22Q (42413.330000 sec): 3 clusters
  Score: Raw -1991121.486608 + Penalty 3165.757444 = -1987955.729163
  nChanged 123
		SP:Iteration 23Q (42413.630000 sec): 3 clusters
  Score: Raw -1991149.185256 + Penalty 3165.757444 = -1987983.427811
  nChanged 132
		SP:Iteration 24Q (42413.890000 sec): 3 clusters
  Score: Raw -1991177.863340 + Penalty 3165.757444 = -1988012.105896
  nChanged 109
		SP:Iteration 25Q (42414.180000 sec): 3 clusters
  Score: Raw -1991201.201401 + Penalty 3165.757444 = -1988035.443956
  nChanged 114
		SP:Iteration 26Q (42414.450000 sec): 3 clusters
  Score: Raw -1991224.833025 + Penalty 3165.757444 = -1988059.075580
  nChanged 95
		SP:Iteration 27Q (42414.710000 sec): 3 clusters
  Score: Raw -1991244.041068 + Penalty 3165.757444 = -1988078.283624
  nChanged 102
		SP:Iteration 28Q (42415.060000 sec): 3 clusters
  Score: Raw -1991265.899995 + Penalty 3165.757444 = -1988100.142551
  nChanged 99
		SP:Iteration 29Q (42415.300000 sec): 3 clusters
  Score: Raw -1991290.523428 + Penalty 3165.757444 = -1988124.765983
  nChanged 96
		SP:Iteration 30Q (42415.540000 sec): 3 clusters
  Score: Raw -1991311.178565 + Penalty 3165.757444 = -1988145.421120
  nChanged 80
		SP:Iteration 31Q (42415.830000 sec): 3 clusters
  Score: Raw -1991325.781971 + Penalty 3165.757444 = -1988160.024526
  nChanged 68
		SP:Iteration 32Q (42416.110000 sec): 3 clusters
  Score: Raw -1991337.666808 + Penalty 3165.757444 = -1988171.909363
  nChanged 66
		SP:Iteration 33Q (42416.350000 sec): 3 clusters
  Score: Raw -1991347.883183 + Penalty 3165.757444 = -1988182.125738
  nChanged 58
		SP:Iteration 34Q (42416.660000 sec): 3 clusters
  Score: Raw -1991358.071759 + Penalty 3165.757444 = -1988192.314314
  nChanged 54
		SP:Iteration 35Q (42416.920000 sec): 3 clusters
  Score: Raw -1991366.567930 + Penalty 3165.757444 = -1988200.810485
  nChanged 56
		SP:Iteration 36Q (42417.260000 sec): 3 clusters
  Score: Raw -1991374.361537 + Penalty 3165.757444 = -1988208.604092
  nChanged 59
		SP:Iteration 37Q (42417.540000 sec): 3 clusters
  Score: Raw -1991384.572663 + Penalty 3165.757444 = -1988218.815219
  nChanged 59
		SP:Iteration 38Q (42417.820000 sec): 3 clusters
  Score: Raw -1991395.109725 + Penalty 3165.757444 = -1988229.352280
  nChanged 59
		SP:Iteration 39Q (42418.070000 sec): 3 clusters
  Score: Raw -1991408.674597 + Penalty 3165.757444 = -1988242.917153
  nChanged 70
		SP:Iteration 40F (42418.360000 sec): 3 clusters
  Score: Raw -1991423.001778 + Penalty 3165.757444 = -1988257.244333
  nChanged 76
		SP:Iteration 41Q (42418.620000 sec): 3 clusters
  Score: Raw -1991439.347574 + Penalty 3165.757444 = -1988273.590129
  nChanged 73
		SP:Iteration 42Q (42418.880000 sec): 3 clusters
  Score: Raw -1991454.641281 + Penalty 3165.757444 = -1988288.883837
  nChanged 76
		SP:Iteration 43Q (42419.160000 sec): 3 clusters
  Score: Raw -1991471.438603 + Penalty 3165.757444 = -1988305.681158
  nChanged 84
		SP:Iteration 44Q (42419.430000 sec): 3 clusters
  Score: Raw -1991491.208437 + Penalty 3165.757444 = -1988325.450993
  nChanged 91
		SP:Iteration 45Q (42419.710000 sec): 3 clusters
  Score: Raw -1991510.089531 + Penalty 3165.757444 = -1988344.332087
  nChanged 74
		SP:Iteration 46Q (42419.990000 sec): 3 clusters
  Score: Raw -1991524.825273 + Penalty 3165.757444 = -1988359.067829
  nChanged 81
		SP:Iteration 47Q (42420.270000 sec): 3 clusters
  Score: Raw -1991546.524797 + Penalty 3165.757444 = -1988380.767353
  nChanged 87
		SP:Iteration 48Q (42420.540000 sec): 3 clusters
  Score: Raw -1991566.723434 + Penalty 3165.757444 = -1988400.965989
  nChanged 77
		SP:Iteration 49Q (42420.810000 sec): 3 clusters
  Score: Raw -1991582.574319 + Penalty 3165.757444 = -1988416.816875
  nChanged 79
		SP:Iteration 50Q (42421.080000 sec): 3 clusters
  Score: Raw -1991597.737491 + Penalty 3165.757444 = -1988431.980046
  nChanged 71
		SP:Iteration 51Q (42421.350000 sec): 3 clusters
  Score: Raw -1991610.952310 + Penalty 3165.757444 = -1988445.194865
  nChanged 59
		SP:Iteration 52Q (42421.630000 sec): 3 clusters
  Score: Raw -1991624.355097 + Penalty 3165.757444 = -1988458.597653
  nChanged 55
		SP:Iteration 53Q (42421.900000 sec): 3 clusters
  Score: Raw -1991634.214534 + Penalty 3165.757444 = -1988468.457089
  nChanged 50
		SP:Iteration 54Q (42422.180000 sec): 3 clusters
  Score: Raw -1991642.920372 + Penalty 3165.757444 = -1988477.162927
  nChanged 54
		SP:Iteration 55Q (42422.460000 sec): 3 clusters
  Score: Raw -1991652.018339 + Penalty 3165.757444 = -1988486.260895
  nChanged 44
		SP:Iteration 56Q (42422.730000 sec): 3 clusters
  Score: Raw -1991657.729392 + Penalty 3165.757444 = -1988491.971947
  nChanged 32
		SP:Iteration 57Q (42423.010000 sec): 3 clusters
  Score: Raw -1991662.226184 + Penalty 3165.757444 = -1988496.468740
  nChanged 40
		SP:Iteration 58Q (42423.280000 sec): 3 clusters
  Score: Raw -1991667.191224 + Penalty 3165.757444 = -1988501.433780
  nChanged 36
		SP:Iteration 59Q (42423.550000 sec): 3 clusters
  Score: Raw -1991671.674719 + Penalty 3165.757444 = -1988505.917275
  nChanged 36
		SP:Iteration 60F (42423.830000 sec): 3 clusters
  Score: Raw -1991676.225336 + Penalty 3165.757444 = -1988510.467891
  nChanged 23
		SP:Iteration 61Q (42424.140000 sec): 3 clusters
  Score: Raw -1991679.624199 + Penalty 3165.757444 = -1988513.866755
  nChanged 22
		SP:Iteration 62Q (42424.450000 sec): 3 clusters
  Score: Raw -1991683.403306 + Penalty 3165.757444 = -1988517.645862
  nChanged 26
		SP:Iteration 63Q (42424.730000 sec): 3 clusters
  Score: Raw -1991686.064428 + Penalty 3165.757444 = -1988520.306983
  nChanged 24
		SP:Iteration 64Q (42424.980000 sec): 3 clusters
  Score: Raw -1991688.619511 + Penalty 3165.757444 = -1988522.862067
  nChanged 19
		SP:Iteration 65Q (42425.250000 sec): 3 clusters
  Score: Raw -1991691.206267 + Penalty 3165.757444 = -1988525.448822
  nChanged 20
		SP:Iteration 66Q (42425.460000 sec): 3 clusters
  Score: Raw -1991693.365449 + Penalty 3165.757444 = -1988527.608005
  nChanged 20
		SP:Iteration 67Q (42425.740000 sec): 3 clusters
  Score: Raw -1991695.334758 + Penalty 3165.757444 = -1988529.577313
  nChanged 14
		SP:Iteration 68Q (42426.020000 sec): 3 clusters
  Score: Raw -1991697.412400 + Penalty 3165.757444 = -1988531.654956
  nChanged 17
		SP:Iteration 69Q (42426.310000 sec): 3 clusters
  Score: Raw -1991699.480579 + Penalty 3165.757444 = -1988533.723135
  nChanged 19
		SP:Iteration 70Q (42426.640000 sec): 3 clusters
  Score: Raw -1991701.791636 + Penalty 3165.757444 = -1988536.034191
  nChanged 20
		SP:Iteration 71Q (42426.880000 sec): 3 clusters
  Score: Raw -1991704.157862 + Penalty 3165.757444 = -1988538.400417
  nChanged 23
		SP:Iteration 72Q (42427.160000 sec): 3 clusters
  Score: Raw -1991706.627488 + Penalty 3165.757444 = -1988540.870044
  nChanged 16
		SP:Iteration 73Q (42427.440000 sec): 3 clusters
  Score: Raw -1991709.013555 + Penalty 3165.757444 = -1988543.256110
  nChanged 16
		SP:Iteration 74Q (42427.730000 sec): 3 clusters
  Score: Raw -1991710.755702 + Penalty 3165.757444 = -1988544.998257
  nChanged 19
		SP:Iteration 75Q (42427.960000 sec): 3 clusters
  Score: Raw -1991713.076776 + Penalty 3165.757444 = -1988547.319332
  nChanged 16
		SP:Iteration 76Q (42428.220000 sec): 3 clusters
  Score: Raw -1991715.136864 + Penalty 3165.757444 = -1988549.379419
  nChanged 19
		SP:Iteration 77Q (42428.430000 sec): 3 clusters
  Score: Raw -1991717.747990 + Penalty 3165.757444 = -1988551.990545
  nChanged 13
		SP:Iteration 78Q (42428.750000 sec): 3 clusters
  Score: Raw -1991719.956827 + Penalty 3165.757444 = -1988554.199383
  nChanged 13
		SP:Iteration 79Q (42428.980000 sec): 3 clusters
  Score: Raw -1991722.026198 + Penalty 3165.757444 = -1988556.268753
  nChanged 17
		SP:Iteration 80F (42429.280000 sec): 3 clusters
  Score: Raw -1991724.578031 + Penalty 3165.757444 = -1988558.820586
  nChanged 16
		SP:Iteration 81Q (42429.570000 sec): 3 clusters
  Score: Raw -1991727.391093 + Penalty 3165.757444 = -1988561.633648
  nChanged 17
		SP:Iteration 82Q (42429.930000 sec): 3 clusters
  Score: Raw -1991730.084053 + Penalty 3165.757444 = -1988564.326608
  nChanged 15
		SP:Iteration 83Q (42430.160000 sec): 3 clusters
  Score: Raw -1991732.627405 + Penalty 3165.757444 = -1988566.869960
  nChanged 21
		SP:Iteration 84Q (42430.470000 sec): 3 clusters
  Score: Raw -1991735.683796 + Penalty 3165.757444 = -1988569.926351
  nChanged 16
		SP:Iteration 85Q (42430.740000 sec): 3 clusters
  Score: Raw -1991737.944422 + Penalty 3165.757444 = -1988572.186977
  nChanged 20
		SP:Iteration 86Q (42431.020000 sec): 3 clusters
  Score: Raw -1991741.035719 + Penalty 3165.757444 = -1988575.278275
  nChanged 23
		SP:Iteration 87Q (42431.340000 sec): 3 clusters
  Score: Raw -1991743.749655 + Penalty 3165.757444 = -1988577.992211
  nChanged 15
		SP:Iteration 88Q (42431.600000 sec): 3 clusters
  Score: Raw -1991745.645656 + Penalty 3165.757444 = -1988579.888211
  nChanged 10
		SP:Iteration 89Q (42431.870000 sec): 3 clusters
  Score: Raw -1991747.047759 + Penalty 3165.757444 = -1988581.290314
  nChanged 6
		SP:Iteration 90Q (42432.140000 sec): 3 clusters
  Score: Raw -1991747.664634 + Penalty 3165.757444 = -1988581.907190
  nChanged 11
		SP:Iteration 91Q (42432.420000 sec): 3 clusters
  Score: Raw -1991749.186491 + Penalty 3165.757444 = -1988583.429046
  nChanged 17
		SP:Iteration 92Q (42432.720000 sec): 3 clusters
  Score: Raw -1991751.199336 + Penalty 3165.757444 = -1988585.441892
  nChanged 14
		SP:Iteration 93Q (42433.020000 sec): 3 clusters
  Score: Raw -1991752.875400 + Penalty 3165.757444 = -1988587.117956
  nChanged 15
		SP:Iteration 94Q (42433.240000 sec): 3 clusters
  Score: Raw -1991754.741754 + Penalty 3165.757444 = -1988588.984310
  nChanged 11
		SP:Iteration 95Q (42433.550000 sec): 3 clusters
  Score: Raw -1991756.512205 + Penalty 3165.757444 = -1988590.754760
  nChanged 10
		SP:Iteration 96Q (42433.900000 sec): 3 clusters
  Score: Raw -1991757.467493 + Penalty 3165.757444 = -1988591.710049
  nChanged 7
		SP:Iteration 97Q (42434.190000 sec): 3 clusters
  Score: Raw -1991757.861033 + Penalty 3165.757444 = -1988592.103588
  nChanged 4
		SP:Iteration 98Q (42434.480000 sec): 3 clusters
  Score: Raw -1991758.122307 + Penalty 3165.757444 = -1988592.364862
  nChanged 2
		SP:Iteration 99Q (42434.750000 sec): 3 clusters
  Score: Raw -1991758.275868 + Penalty 3165.757444 = -1988592.518424
  nChanged 1
		SP:Iteration 100F (42435.000000 sec): 3 clusters
  Score: Raw -1991758.389851 + Penalty 3165.757444 = -1988592.632407
  nChanged 3
		SP:Iteration 101Q (42435.310000 sec): 3 clusters
  Score: Raw -1991758.635332 + Penalty 3165.757444 = -1988592.877887
  nChanged 2
		SP:Iteration 102Q (42435.560000 sec): 3 clusters
  Score: Raw -1991758.817095 + Penalty 3165.757444 = -1988593.059651
  nChanged 2
		SP:Iteration 103Q (42435.850000 sec): 3 clusters
  Score: Raw -1991758.987836 + Penalty 3165.757444 = -1988593.230392
  nChanged 1
		SP:Iteration 104Q (42436.190000 sec): 3 clusters
  Score: Raw -1991759.101227 + Penalty 3165.757444 = -1988593.343783
  nChanged 1
		SP:Iteration 105Q (42436.460000 sec): 3 clusters
  Score: Raw -1991759.252257 + Penalty 3165.757444 = -1988593.494813
  nChanged 3
		SP:Iteration 106Q (42436.730000 sec): 3 clusters
  Score: Raw -1991759.608600 + Penalty 3165.757444 = -1988593.851156
  nChanged 2
		SP:Iteration 107Q (42437.010000 sec): 3 clusters
  Score: Raw -1991759.788736 + Penalty 3165.757444 = -1988594.031291
  nChanged 0
		SP:Iteration 108F (42437.310000 sec): 3 clusters
  Score: Raw -1991759.788736 + Penalty 3165.757444 = -1988594.031291
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 23 (3986 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (42437.420000 sec): 2 clusters
  Score: Raw -489376.788793 + Penalty 1347.213319 = -488029.575474
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (42437.600000 sec): 3 clusters
  Score: Raw -487374.601569 + Penalty 2694.426638 = -484680.174931
  nChanged 1539
		SP:Iteration 1F (42437.710000 sec): 3 clusters
  Score: Raw -488218.706126 + Penalty 2694.426638 = -485524.279489
  nChanged 282
		SP:Iteration 2F (42437.850000 sec): 3 clusters
  Score: Raw -488388.294722 + Penalty 2694.426638 = -485693.868084
  nChanged 225
		SP:Iteration 3F (42438.030000 sec): 3 clusters
  Score: Raw -488535.470111 + Penalty 2694.426638 = -485841.043473
  nChanged 207
		SP:Iteration 4F (42438.200000 sec): 3 clusters
  Score: Raw -488676.650408 + Penalty 2694.426638 = -485982.223771
  nChanged 167
		SP:Iteration 5Q (42438.430000 sec): 3 clusters
  Score: Raw -488786.172043 + Penalty 2694.426638 = -486091.745405
  nChanged 157
		SP:Iteration 6Q (42438.720000 sec): 3 clusters
  Score: Raw -488873.519254 + Penalty 2694.426638 = -486179.092616
  nChanged 133
		SP:Iteration 7Q (42438.880000 sec): 3 clusters
  Score: Raw -488936.920358 + Penalty 2694.426638 = -486242.493720
  nChanged 113
		SP:Iteration 8Q (42439.100000 sec): 3 clusters
  Score: Raw -488998.187839 + Penalty 2694.426638 = -486303.761201
  nChanged 131
		SP:Iteration 9Q (42439.320000 sec): 3 clusters
  Score: Raw -489061.638270 + Penalty 2694.426638 = -486367.211632
  nChanged 100
		SP:Iteration 10Q (42439.540000 sec): 3 clusters
  Score: Raw -489111.199520 + Penalty 2694.426638 = -486416.772882
  nChanged 112
		SP:Iteration 11Q (42439.740000 sec): 3 clusters
  Score: Raw -489175.590060 + Penalty 2694.426638 = -486481.163422
  nChanged 114
		SP:Iteration 12Q (42439.910000 sec): 3 clusters
  Score: Raw -489238.927563 + Penalty 2694.426638 = -486544.500925
  nChanged 91
		SP:Iteration 13Q (42440.140000 sec): 3 clusters
  Score: Raw -489289.653289 + Penalty 2694.426638 = -486595.226651
  nChanged 89
		SP:Iteration 14Q (42440.330000 sec): 3 clusters
  Score: Raw -489345.663551 + Penalty 2694.426638 = -486651.236913
  nChanged 77
		SP:Iteration 15Q (42440.570000 sec): 3 clusters
  Score: Raw -489400.855446 + Penalty 2694.426638 = -486706.428809
  nChanged 75
		SP:Iteration 16Q (42440.720000 sec): 3 clusters
  Score: Raw -489452.689116 + Penalty 2694.426638 = -486758.262478
  nChanged 67
		SP:Iteration 17Q (42440.870000 sec): 3 clusters
  Score: Raw -489498.515110 + Penalty 2694.426638 = -486804.088472
  nChanged 45
		SP:Iteration 18Q (42441.000000 sec): 3 clusters
  Score: Raw -489525.378112 + Penalty 2694.426638 = -486830.951474
  nChanged 29
		SP:Iteration 19Q (42441.160000 sec): 3 clusters
  Score: Raw -489548.757256 + Penalty 2694.426638 = -486854.330618
  nChanged 35
		SP:Iteration 20F (42441.350000 sec): 3 clusters
  Score: Raw -489576.659506 + Penalty 2694.426638 = -486882.232868
  nChanged 37
		SP:Iteration 21Q (42441.560000 sec): 3 clusters
  Score: Raw -489605.906543 + Penalty 2694.426638 = -486911.479906
  nChanged 24
		SP:Iteration 22Q (42441.680000 sec): 3 clusters
  Score: Raw -489626.799301 + Penalty 2694.426638 = -486932.372663
  nChanged 23
		SP:Iteration 23Q (42441.860000 sec): 3 clusters
  Score: Raw -489640.982887 + Penalty 2694.426638 = -486946.556249
  nChanged 22
		SP:Iteration 24Q (42442.040000 sec): 3 clusters
  Score: Raw -489660.315677 + Penalty 2694.426638 = -486965.889039
  nChanged 21
		SP:Iteration 25Q (42442.200000 sec): 3 clusters
  Score: Raw -489678.961958 + Penalty 2694.426638 = -486984.535321
  nChanged 18
		SP:Iteration 26Q (42442.380000 sec): 3 clusters
  Score: Raw -489698.990704 + Penalty 2694.426638 = -487004.564066
  nChanged 18
		SP:Iteration 27Q (42442.550000 sec): 3 clusters
  Score: Raw -489716.750343 + Penalty 2694.426638 = -487022.323706
  nChanged 14
		SP:Iteration 28Q (42442.740000 sec): 3 clusters
  Score: Raw -489731.101322 + Penalty 2694.426638 = -487036.674684
  nChanged 20
		SP:Iteration 29Q (42442.910000 sec): 3 clusters
  Score: Raw -489745.819992 + Penalty 2694.426638 = -487051.393354
  nChanged 14
		SP:Iteration 30Q (42443.050000 sec): 3 clusters
  Score: Raw -489755.259087 + Penalty 2694.426638 = -487060.832449
  nChanged 14
		SP:Iteration 31Q (42443.230000 sec): 3 clusters
  Score: Raw -489762.227639 + Penalty 2694.426638 = -487067.801002
  nChanged 6
		SP:Iteration 32Q (42443.380000 sec): 3 clusters
  Score: Raw -489766.896275 + Penalty 2694.426638 = -487072.469637
  nChanged 10
		SP:Iteration 33Q (42443.540000 sec): 3 clusters
  Score: Raw -489773.935408 + Penalty 2694.426638 = -487079.508771
  nChanged 12
		SP:Iteration 34Q (42443.720000 sec): 3 clusters
  Score: Raw -489784.144320 + Penalty 2694.426638 = -487089.717682
  nChanged 8
		SP:Iteration 35Q (42443.940000 sec): 3 clusters
  Score: Raw -489790.526534 + Penalty 2694.426638 = -487096.099896
  nChanged 8
		SP:Iteration 36Q (42444.080000 sec): 3 clusters
  Score: Raw -489796.407528 + Penalty 2694.426638 = -487101.980890
  nChanged 8
		SP:Iteration 37Q (42444.260000 sec): 3 clusters
  Score: Raw -489801.348080 + Penalty 2694.426638 = -487106.921442
  nChanged 3
		SP:Iteration 38Q (42444.440000 sec): 3 clusters
  Score: Raw -489802.863344 + Penalty 2694.426638 = -487108.436707
  nChanged 4
		SP:Iteration 39Q (42444.600000 sec): 3 clusters
  Score: Raw -489804.796251 + Penalty 2694.426638 = -487110.369614
  nChanged 3
		SP:Iteration 40F (42444.750000 sec): 3 clusters
  Score: Raw -489808.243545 + Penalty 2694.426638 = -487113.816908
  nChanged 4
		SP:Iteration 41Q (42444.890000 sec): 3 clusters
  Score: Raw -489811.112680 + Penalty 2694.426638 = -487116.686042
  nChanged 1
		SP:Iteration 42Q (42445.080000 sec): 3 clusters
  Score: Raw -489811.648227 + Penalty 2694.426638 = -487117.221590
  nChanged 0
		SP:Iteration 43F (42445.270000 sec): 3 clusters
  Score: Raw -489811.648227 + Penalty 2694.426638 = -487117.221590
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 24 (2529 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (42445.370000 sec): 2 clusters
  Score: Raw -310854.145973 + Penalty 1273.281628 = -309580.864346
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (42445.560000 sec): 3 clusters
  Score: Raw -309702.305318 + Penalty 2546.563255 = -307155.742063
  nChanged 901
		SP:Iteration 1F (42445.740000 sec): 3 clusters
  Score: Raw -310234.600538 + Penalty 2546.563255 = -307688.037283
  nChanged 220
		SP:Iteration 2F (42445.850000 sec): 3 clusters
  Score: Raw -310360.017772 + Penalty 2546.563255 = -307813.454517
  nChanged 120
		SP:Iteration 3Q (42445.980000 sec): 3 clusters
  Score: Raw -310443.061483 + Penalty 2546.563255 = -307896.498228
  nChanged 91
		SP:Iteration 4Q (42446.110000 sec): 3 clusters
  Score: Raw -310495.921517 + Penalty 2546.563255 = -307949.358262
  nChanged 59
		SP:Iteration 5Q (42446.240000 sec): 3 clusters
  Score: Raw -310525.944290 + Penalty 2546.563255 = -307979.381035
  nChanged 48
		SP:Iteration 6Q (42446.440000 sec): 3 clusters
  Score: Raw -310549.590194 + Penalty 2546.563255 = -308003.026939
  nChanged 40
		SP:Iteration 7Q (42446.640000 sec): 3 clusters
  Score: Raw -310564.553326 + Penalty 2546.563255 = -308017.990071
  nChanged 32
		SP:Iteration 8Q (42446.760000 sec): 3 clusters
  Score: Raw -310577.029020 + Penalty 2546.563255 = -308030.465765
  nChanged 30
		SP:Iteration 9Q (42446.940000 sec): 3 clusters
  Score: Raw -310590.164368 + Penalty 2546.563255 = -308043.601113
  nChanged 22
		SP:Iteration 10Q (42447.100000 sec): 3 clusters
  Score: Raw -310600.442712 + Penalty 2546.563255 = -308053.879457
  nChanged 24
		SP:Iteration 11Q (42447.260000 sec): 3 clusters
  Score: Raw -310609.872386 + Penalty 2546.563255 = -308063.309131
  nChanged 22
		SP:Iteration 12Q (42447.430000 sec): 3 clusters
  Score: Raw -310617.384057 + Penalty 2546.563255 = -308070.820802
  nChanged 14
		SP:Iteration 13Q (42447.600000 sec): 3 clusters
  Score: Raw -310624.452011 + Penalty 2546.563255 = -308077.888756
  nChanged 12
		SP:Iteration 14Q (42447.770000 sec): 3 clusters
  Score: Raw -310629.112127 + Penalty 2546.563255 = -308082.548872
  nChanged 10
		SP:Iteration 15Q (42447.880000 sec): 3 clusters
  Score: Raw -310632.183124 + Penalty 2546.563255 = -308085.619869
  nChanged 14
		SP:Iteration 16Q (42448.110000 sec): 3 clusters
  Score: Raw -310635.692558 + Penalty 2546.563255 = -308089.129303
  nChanged 8
		SP:Iteration 17Q (42448.290000 sec): 3 clusters
  Score: Raw -310637.564386 + Penalty 2546.563255 = -308091.001131
  nChanged 3
		SP:Iteration 18Q (42448.510000 sec): 3 clusters
  Score: Raw -310638.170746 + Penalty 2546.563255 = -308091.607490
  nChanged 4
		SP:Iteration 19Q (42448.700000 sec): 3 clusters
  Score: Raw -310639.126165 + Penalty 2546.563255 = -308092.562909
  nChanged 2
		SP:Iteration 20F (42448.840000 sec): 3 clusters
  Score: Raw -310639.560105 + Penalty 2546.563255 = -308092.996849
  nChanged 1
		SP:Iteration 21Q (42449.010000 sec): 3 clusters
  Score: Raw -310639.770372 + Penalty 2546.563255 = -308093.207116
  nChanged 0
		SP:Iteration 22F (42449.190000 sec): 3 clusters
  Score: Raw -310639.770372 + Penalty 2546.563255 = -308093.207116
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 25 (487 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (42449.280000 sec): 2 clusters
  Score: Raw -54390.799135 + Penalty 1005.592920 = -53385.206215
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (42449.450000 sec): 3 clusters
  Score: Raw -54327.653589 + Penalty 2011.185840 = -52316.467749
  nChanged 122
		SP:Iteration 1F (42449.550000 sec): 3 clusters
  Score: Raw -54522.751062 + Penalty 2011.185840 = -52511.565222
  nChanged 37
		SP:Iteration 2F (42449.650000 sec): 3 clusters
  Score: Raw -54597.464011 + Penalty 2011.185840 = -52586.278171
  nChanged 24
		SP:Iteration 3Q (42449.780000 sec): 3 clusters
  Score: Raw -54715.549792 + Penalty 2011.185840 = -52704.363952
  nChanged 28
		SP:Iteration 4F (42449.920000 sec): 3 clusters
  Score: Raw -54843.909973 + Penalty 2011.185840 = -52832.724133
  nChanged 24
		SP:Iteration 5Q (42450.090000 sec): 3 clusters
  Score: Raw -55004.643436 + Penalty 2011.185840 = -52993.457596
  nChanged 17
		SP:Iteration 6Q (42450.210000 sec): 3 clusters
  Score: Raw -55060.629882 + Penalty 2011.185840 = -53049.444042
  nChanged 10
		SP:Iteration 7Q (42450.350000 sec): 3 clusters
  Score: Raw -55081.011309 + Penalty 2011.185840 = -53069.825469
  nChanged 6
		SP:Iteration 8Q (42450.480000 sec): 3 clusters
  Score: Raw -55089.140019 + Penalty 2011.185840 = -53077.954179
  nChanged 2
		SP:Iteration 9Q (42450.610000 sec): 3 clusters
  Score: Raw -55092.052547 + Penalty 2011.185840 = -53080.866707
  nChanged 3
		SP:Iteration 10Q (42450.740000 sec): 3 clusters
  Score: Raw -55100.279438 + Penalty 2011.185840 = -53089.093598
  nChanged 2
		SP:Iteration 11Q (42450.880000 sec): 3 clusters
  Score: Raw -55106.285202 + Penalty 2011.185840 = -53095.099362
  nChanged 2
		SP:Iteration 12Q (42451.020000 sec): 3 clusters
  Score: Raw -55108.617416 + Penalty 2011.185840 = -53097.431576
  nChanged 2
		SP:Iteration 13Q (42451.150000 sec): 3 clusters
  Score: Raw -55116.514011 + Penalty 2011.185840 = -53105.328171
  nChanged 5
		SP:Iteration 14Q (42451.230000 sec): 3 clusters
  Score: Raw -55126.827290 + Penalty 2011.185840 = -53115.641450
  nChanged 2
		SP:Iteration 15Q (42451.350000 sec): 3 clusters
  Score: Raw -55134.653759 + Penalty 2011.185840 = -53123.467919
  nChanged 3
		SP:Iteration 16Q (42451.480000 sec): 3 clusters
  Score: Raw -55145.172006 + Penalty 2011.185840 = -53133.986166
  nChanged 3
		SP:Iteration 17Q (42451.610000 sec): 3 clusters
  Score: Raw -55153.212223 + Penalty 2011.185840 = -53142.026383
  nChanged 2
		SP:Iteration 18Q (42451.750000 sec): 3 clusters
  Score: Raw -55157.576764 + Penalty 2011.185840 = -53146.390924
  nChanged 2
		SP:Iteration 19Q (42451.880000 sec): 3 clusters
  Score: Raw -55164.980047 + Penalty 2011.185840 = -53153.794207
  nChanged 1
		SP:Iteration 20F (42452.020000 sec): 3 clusters
  Score: Raw -55166.957570 + Penalty 2011.185840 = -53155.771730
  nChanged 1
		SP:Iteration 21Q (42452.150000 sec): 3 clusters
  Score: Raw -55168.338290 + Penalty 2011.185840 = -53157.152450
  nChanged 0
		SP:Iteration 22F (42452.260000 sec): 3 clusters
  Score: Raw -55168.338290 + Penalty 2011.185840 = -53157.152450
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 26 (509 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (42452.330000 sec): 2 clusters
  Score: Raw -62212.738434 + Penalty 1012.772803 = -61199.965632
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (42452.460000 sec): 3 clusters
  Score: Raw -62145.227326 + Penalty 2025.545605 = -60119.681720
  nChanged 111
		SP:Iteration 1F (42452.560000 sec): 3 clusters
  Score: Raw -62294.722085 + Penalty 2025.545605 = -60269.176479
  nChanged 32
		SP:Iteration 2F (42452.640000 sec): 3 clusters
  Score: Raw -62340.961305 + Penalty 2025.545605 = -60315.415699
  nChanged 11
		SP:Iteration 3Q (42452.780000 sec): 3 clusters
  Score: Raw -62359.152532 + Penalty 2025.545605 = -60333.606926
  nChanged 6
		SP:Iteration 4Q (42452.910000 sec): 3 clusters
  Score: Raw -62371.199527 + Penalty 2025.545605 = -60345.653922
  nChanged 7
		SP:Iteration 5Q (42453.080000 sec): 3 clusters
  Score: Raw -62380.389787 + Penalty 2025.545605 = -60354.844182
  nChanged 2
		SP:Iteration 6Q (42453.250000 sec): 3 clusters
  Score: Raw -62382.322372 + Penalty 2025.545605 = -60356.776767
  nChanged 1
		SP:Iteration 7Q (42453.450000 sec): 3 clusters
  Score: Raw -62383.739515 + Penalty 2025.545605 = -60358.193910
  nChanged 0
		SP:Iteration 8F (42453.590000 sec): 3 clusters
  Score: Raw -62383.739515 + Penalty 2025.545605 = -60358.193910
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 27 (4104 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (42453.730000 sec): 2 clusters
  Score: Raw -495795.047068 + Penalty 1351.954075 = -494443.092992
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (42453.840000 sec): 3 clusters
  Score: Raw -493756.809720 + Penalty 2703.908151 = -491052.901569
  nChanged 1617
		SP:Iteration 1F (42454.020000 sec): 3 clusters
  Score: Raw -494668.509828 + Penalty 2703.908151 = -491964.601677
  nChanged 299
		SP:Iteration 2F (42454.220000 sec): 3 clusters
  Score: Raw -494836.668813 + Penalty 2703.908151 = -492132.760662
  nChanged 224
		SP:Iteration 3F (42454.420000 sec): 3 clusters
  Score: Raw -494972.043784 + Penalty 2703.908151 = -492268.135634
  nChanged 186
		SP:Iteration 4Q (42454.580000 sec): 3 clusters
  Score: Raw -495089.983636 + Penalty 2703.908151 = -492386.075485
  nChanged 154
		SP:Iteration 5Q (42454.700000 sec): 3 clusters
  Score: Raw -495175.251600 + Penalty 2703.908151 = -492471.343449
  nChanged 123
		SP:Iteration 6Q (42454.830000 sec): 3 clusters
  Score: Raw -495240.668661 + Penalty 2703.908151 = -492536.760510
  nChanged 107
		SP:Iteration 7Q (42454.990000 sec): 3 clusters
  Score: Raw -495296.310061 + Penalty 2703.908151 = -492592.401911
  nChanged 93
		SP:Iteration 8Q (42455.130000 sec): 3 clusters
  Score: Raw -495350.264649 + Penalty 2703.908151 = -492646.356498
  nChanged 96
		SP:Iteration 9Q (42455.230000 sec): 3 clusters
  Score: Raw -495399.279444 + Penalty 2703.908151 = -492695.371293
  nChanged 79
		SP:Iteration 10Q (42455.370000 sec): 3 clusters
  Score: Raw -495446.719460 + Penalty 2703.908151 = -492742.811309
  nChanged 79
		SP:Iteration 11Q (42455.520000 sec): 3 clusters
  Score: Raw -495497.840664 + Penalty 2703.908151 = -492793.932513
  nChanged 76
		SP:Iteration 12Q (42455.630000 sec): 3 clusters
  Score: Raw -495549.636531 + Penalty 2703.908151 = -492845.728380
  nChanged 78
		SP:Iteration 13Q (42455.810000 sec): 3 clusters
  Score: Raw -495600.782133 + Penalty 2703.908151 = -492896.873983
  nChanged 55
		SP:Iteration 14Q (42456.000000 sec): 3 clusters
  Score: Raw -495631.023397 + Penalty 2703.908151 = -492927.115247
  nChanged 43
		SP:Iteration 15Q (42456.190000 sec): 3 clusters
  Score: Raw -495659.732452 + Penalty 2703.908151 = -492955.824301
  nChanged 40
		SP:Iteration 16Q (42456.350000 sec): 3 clusters
  Score: Raw -495688.375491 + Penalty 2703.908151 = -492984.467341
  nChanged 49
		SP:Iteration 17Q (42456.570000 sec): 3 clusters
  Score: Raw -495729.480679 + Penalty 2703.908151 = -493025.572529
  nChanged 48
		SP:Iteration 18Q (42456.760000 sec): 3 clusters
  Score: Raw -495769.215053 + Penalty 2703.908151 = -493065.306902
  nChanged 40
		SP:Iteration 19Q (42456.960000 sec): 3 clusters
  Score: Raw -495804.904304 + Penalty 2703.908151 = -493100.996153
  nChanged 39
		SP:Iteration 20F (42457.120000 sec): 3 clusters
  Score: Raw -495842.645697 + Penalty 2703.908151 = -493138.737546
  nChanged 40
		SP:Iteration 21Q (42457.290000 sec): 3 clusters
  Score: Raw -495868.907931 + Penalty 2703.908151 = -493164.999780
  nChanged 39
		SP:Iteration 22Q (42457.500000 sec): 3 clusters
  Score: Raw -495894.932442 + Penalty 2703.908151 = -493191.024291
  nChanged 30
		SP:Iteration 23Q (42457.690000 sec): 3 clusters
  Score: Raw -495911.192793 + Penalty 2703.908151 = -493207.284642
  nChanged 25
		SP:Iteration 24Q (42457.900000 sec): 3 clusters
  Score: Raw -495923.922666 + Penalty 2703.908151 = -493220.014515
  nChanged 20
		SP:Iteration 25Q (42458.100000 sec): 3 clusters
  Score: Raw -495936.705934 + Penalty 2703.908151 = -493232.797783
  nChanged 15
		SP:Iteration 26Q (42458.310000 sec): 3 clusters
  Score: Raw -495944.826785 + Penalty 2703.908151 = -493240.918634
  nChanged 13
		SP:Iteration 27Q (42458.540000 sec): 3 clusters
  Score: Raw -495951.128549 + Penalty 2703.908151 = -493247.220398
  nChanged 11
		SP:Iteration 28Q (42458.730000 sec): 3 clusters
  Score: Raw -495957.412822 + Penalty 2703.908151 = -493253.504671
  nChanged 7
		SP:Iteration 29Q (42458.920000 sec): 3 clusters
  Score: Raw -495961.179952 + Penalty 2703.908151 = -493257.271801
  nChanged 6
		SP:Iteration 30Q (42459.140000 sec): 3 clusters
  Score: Raw -495964.240315 + Penalty 2703.908151 = -493260.332164
  nChanged 5
		SP:Iteration 31Q (42459.360000 sec): 3 clusters
  Score: Raw -495966.054920 + Penalty 2703.908151 = -493262.146769
  nChanged 5
		SP:Iteration 32Q (42459.560000 sec): 3 clusters
  Score: Raw -495967.742267 + Penalty 2703.908151 = -493263.834117
  nChanged 4
		SP:Iteration 33Q (42459.760000 sec): 3 clusters
  Score: Raw -495969.256759 + Penalty 2703.908151 = -493265.348609
  nChanged 4
		SP:Iteration 34Q (42459.970000 sec): 3 clusters
  Score: Raw -495971.013348 + Penalty 2703.908151 = -493267.105197
  nChanged 4
		SP:Iteration 35Q (42460.240000 sec): 3 clusters
  Score: Raw -495972.978609 + Penalty 2703.908151 = -493269.070458
  nChanged 4
		SP:Iteration 36Q (42460.380000 sec): 3 clusters
  Score: Raw -495976.645463 + Penalty 2703.908151 = -493272.737312
  nChanged 7
		SP:Iteration 37Q (42460.640000 sec): 3 clusters
  Score: Raw -495979.216545 + Penalty 2703.908151 = -493275.308394
  nChanged 5
		SP:Iteration 38Q (42460.770000 sec): 3 clusters
  Score: Raw -495981.668511 + Penalty 2703.908151 = -493277.760360
  nChanged 5
		SP:Iteration 39Q (42461.000000 sec): 3 clusters
  Score: Raw -495983.430382 + Penalty 2703.908151 = -493279.522232
  nChanged 1
		SP:Iteration 40F (42461.230000 sec): 3 clusters
  Score: Raw -495983.691684 + Penalty 2703.908151 = -493279.783533
  nChanged 2
		SP:Iteration 41Q (42461.440000 sec): 3 clusters
  Score: Raw -495985.031991 + Penalty 2703.908151 = -493281.123840
  nChanged 2
		SP:Iteration 42Q (42461.650000 sec): 3 clusters
  Score: Raw -495986.211857 + Penalty 2703.908151 = -493282.303706
  nChanged 2
		SP:Iteration 43Q (42461.820000 sec): 3 clusters
  Score: Raw -495987.951361 + Penalty 2703.908151 = -493284.043210
  nChanged 1
		SP:Iteration 44Q (42462.020000 sec): 3 clusters
  Score: Raw -495988.742081 + Penalty 2703.908151 = -493284.833930
  nChanged 0
		SP:Iteration 45F (42462.200000 sec): 3 clusters
  Score: Raw -495988.742081 + Penalty 2703.908151 = -493284.833930
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 28 (4889 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (42462.260000 sec): 2 clusters
  Score: Raw -569754.107036 + Penalty 1380.395748 = -568373.711288
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (42462.440000 sec): 3 clusters
  Score: Raw -567267.513722 + Penalty 2760.791495 = -564506.722226
  nChanged 1982
		SP:Iteration 1F (42462.590000 sec): 3 clusters
  Score: Raw -568343.389565 + Penalty 2760.791495 = -565582.598070
  nChanged 325
		SP:Iteration 2F (42462.750000 sec): 3 clusters
  Score: Raw -568511.151050 + Penalty 2760.791495 = -565750.359555
  nChanged 241
		SP:Iteration 3Q (42462.900000 sec): 3 clusters
  Score: Raw -568684.285275 + Penalty 2760.791495 = -565923.493780
  nChanged 253
		SP:Iteration 4F (42463.060000 sec): 3 clusters
  Score: Raw -568871.513578 + Penalty 2760.791495 = -566110.722082
  nChanged 268
		SP:Iteration 5F (42463.180000 sec): 3 clusters
  Score: Raw -569082.233569 + Penalty 2760.791495 = -566321.442074
  nChanged 293
		SP:Iteration 6F (42463.330000 sec): 3 clusters
  Score: Raw -569329.551377 + Penalty 2760.791495 = -566568.759882
  nChanged 278
		SP:Iteration 7F (42463.470000 sec): 3 clusters
  Score: Raw -569527.134055 + Penalty 2760.791495 = -566766.342560
  nChanged 228
		SP:Iteration 8Q (42463.610000 sec): 3 clusters
  Score: Raw -569684.511568 + Penalty 2760.791495 = -566923.720073
  nChanged 190
		SP:Iteration 9Q (42463.760000 sec): 3 clusters
  Score: Raw -569799.175717 + Penalty 2760.791495 = -567038.384222
  nChanged 140
		SP:Iteration 10Q (42463.900000 sec): 3 clusters
  Score: Raw -569868.677283 + Penalty 2760.791495 = -567107.885787
  nChanged 111
		SP:Iteration 11Q (42464.040000 sec): 3 clusters
  Score: Raw -569924.816531 + Penalty 2760.791495 = -567164.025035
  nChanged 99
		SP:Iteration 12Q (42464.180000 sec): 3 clusters
  Score: Raw -569967.773901 + Penalty 2760.791495 = -567206.982405
  nChanged 86
		SP:Iteration 13Q (42464.320000 sec): 3 clusters
  Score: Raw -570011.367895 + Penalty 2760.791495 = -567250.576400
  nChanged 96
		SP:Iteration 14Q (42464.500000 sec): 3 clusters
  Score: Raw -570070.328258 + Penalty 2760.791495 = -567309.536763
  nChanged 95
		SP:Iteration 15Q (42464.650000 sec): 3 clusters
  Score: Raw -570131.707718 + Penalty 2760.791495 = -567370.916223
  nChanged 99
		SP:Iteration 16Q (42464.790000 sec): 3 clusters
  Score: Raw -570211.969645 + Penalty 2760.791495 = -567451.178150
  nChanged 108
		SP:Iteration 17Q (42464.930000 sec): 3 clusters
  Score: Raw -570299.851593 + Penalty 2760.791495 = -567539.060098
  nChanged 106
		SP:Iteration 18Q (42465.080000 sec): 3 clusters
  Score: Raw -570362.280837 + Penalty 2760.791495 = -567601.489342
  nChanged 86
		SP:Iteration 19Q (42465.240000 sec): 3 clusters
  Score: Raw -570410.515175 + Penalty 2760.791495 = -567649.723680
  nChanged 78
		SP:Iteration 20F (42465.400000 sec): 3 clusters
  Score: Raw -570444.211781 + Penalty 2760.791495 = -567683.420286
  nChanged 59
		SP:Iteration 21Q (42465.560000 sec): 3 clusters
  Score: Raw -570469.157475 + Penalty 2760.791495 = -567708.365979
  nChanged 38
		SP:Iteration 22Q (42465.720000 sec): 3 clusters
  Score: Raw -570483.623028 + Penalty 2760.791495 = -567722.831533
  nChanged 26
		SP:Iteration 23Q (42465.880000 sec): 3 clusters
  Score: Raw -570494.131294 + Penalty 2760.791495 = -567733.339799
  nChanged 26
		SP:Iteration 24Q (42466.040000 sec): 3 clusters
  Score: Raw -570504.698635 + Penalty 2760.791495 = -567743.907140
  nChanged 21
		SP:Iteration 25Q (42466.200000 sec): 3 clusters
  Score: Raw -570510.642578 + Penalty 2760.791495 = -567749.851083
  nChanged 13
		SP:Iteration 26Q (42466.350000 sec): 3 clusters
  Score: Raw -570514.766661 + Penalty 2760.791495 = -567753.975165
  nChanged 14
		SP:Iteration 27Q (42466.510000 sec): 3 clusters
  Score: Raw -570519.638570 + Penalty 2760.791495 = -567758.847075
  nChanged 14
		SP:Iteration 28Q (42466.670000 sec): 3 clusters
  Score: Raw -570524.049458 + Penalty 2760.791495 = -567763.257963
  nChanged 14
		SP:Iteration 29Q (42466.830000 sec): 3 clusters
  Score: Raw -570526.946802 + Penalty 2760.791495 = -567766.155306
  nChanged 8
		SP:Iteration 30Q (42466.990000 sec): 3 clusters
  Score: Raw -570528.605687 + Penalty 2760.791495 = -567767.814191
  nChanged 7
		SP:Iteration 31Q (42467.150000 sec): 3 clusters
  Score: Raw -570529.997290 + Penalty 2760.791495 = -567769.205795
  nChanged 5
		SP:Iteration 32Q (42467.310000 sec): 3 clusters
  Score: Raw -570530.941338 + Penalty 2760.791495 = -567770.149842
  nChanged 3
		SP:Iteration 33Q (42467.470000 sec): 3 clusters
  Score: Raw -570531.398507 + Penalty 2760.791495 = -567770.607011
  nChanged 3
		SP:Iteration 34Q (42467.630000 sec): 3 clusters
  Score: Raw -570532.214954 + Penalty 2760.791495 = -567771.423458
  nChanged 2
		SP:Iteration 35Q (42467.790000 sec): 3 clusters
  Score: Raw -570532.514065 + Penalty 2760.791495 = -567771.722570
  nChanged 1
		SP:Iteration 36Q (42467.950000 sec): 3 clusters
  Score: Raw -570532.588515 + Penalty 2760.791495 = -567771.797020
  nChanged 2
		SP:Iteration 37Q (42468.110000 sec): 3 clusters
  Score: Raw -570532.911328 + Penalty 2760.791495 = -567772.119833
  nChanged 2
		SP:Iteration 38Q (42468.270000 sec): 3 clusters
  Score: Raw -570533.615813 + Penalty 2760.791495 = -567772.824317
  nChanged 5
		SP:Iteration 39Q (42468.420000 sec): 3 clusters
  Score: Raw -570534.854064 + Penalty 2760.791495 = -567774.062569
  nChanged 2
		SP:Iteration 40F (42468.580000 sec): 3 clusters
  Score: Raw -570535.229648 + Penalty 2760.791495 = -567774.438152
  nChanged 4
		SP:Iteration 41Q (42468.740000 sec): 3 clusters
  Score: Raw -570536.056998 + Penalty 2760.791495 = -567775.265503
  nChanged 4
		SP:Iteration 42Q (42468.900000 sec): 3 clusters
  Score: Raw -570536.923946 + Penalty 2760.791495 = -567776.132451
  nChanged 3
		SP:Iteration 43Q (42469.060000 sec): 3 clusters
  Score: Raw -570537.815157 + Penalty 2760.791495 = -567777.023662
  nChanged 6
		SP:Iteration 44Q (42469.220000 sec): 3 clusters
  Score: Raw -570538.708716 + Penalty 2760.791495 = -567777.917221
  nChanged 2
		SP:Iteration 45Q (42469.380000 sec): 3 clusters
  Score: Raw -570539.005204 + Penalty 2760.791495 = -567778.213709
  nChanged 3
		SP:Iteration 46Q (42469.620000 sec): 3 clusters
  Score: Raw -570539.455919 + Penalty 2760.791495 = -567778.664423
  nChanged 2
		SP:Iteration 47Q (42469.820000 sec): 3 clusters
  Score: Raw -570539.861094 + Penalty 2760.791495 = -567779.069598
  nChanged 3
		SP:Iteration 48Q (42469.960000 sec): 3 clusters
  Score: Raw -570540.823847 + Penalty 2760.791495 = -567780.032352
  nChanged 2
		SP:Iteration 49Q (42470.140000 sec): 3 clusters
  Score: Raw -570541.139681 + Penalty 2760.791495 = -567780.348186
  nChanged 1
		SP:Iteration 50Q (42470.370000 sec): 3 clusters
  Score: Raw -570541.248182 + Penalty 2760.791495 = -567780.456687
  nChanged 1
		SP:Iteration 51Q (42470.550000 sec): 3 clusters
  Score: Raw -570541.321904 + Penalty 2760.791495 = -567780.530409
  nChanged 0
		SP:Iteration 52F (42470.760000 sec): 3 clusters
  Score: Raw -570541.321904 + Penalty 2760.791495 = -567780.530409
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 29 (7937 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (42470.930000 sec): 2 clusters
  Score: Raw -903700.296505 + Penalty 1459.134730 = -902241.161774
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (42471.170000 sec): 3 clusters
  Score: Raw -899322.571739 + Penalty 2918.269461 = -896404.302278
  nChanged 3365
		SP:Iteration 1F (42471.390000 sec): 3 clusters
  Score: Raw -901124.740823 + Penalty 2918.269461 = -898206.471362
  nChanged 558
		SP:Iteration 2F (42471.640000 sec): 3 clusters
  Score: Raw -901422.464069 + Penalty 2918.269461 = -898504.194608
  nChanged 466
		SP:Iteration 3F (42471.810000 sec): 3 clusters
  Score: Raw -901661.599386 + Penalty 2918.269461 = -898743.329925
  nChanged 397
		SP:Iteration 4F (42471.990000 sec): 3 clusters
  Score: Raw -901860.853123 + Penalty 2918.269461 = -898942.583662
  nChanged 345
		SP:Iteration 5Q (42472.200000 sec): 3 clusters
  Score: Raw -902012.362415 + Penalty 2918.269461 = -899094.092954
  nChanged 291
		SP:Iteration 6Q (42472.430000 sec): 3 clusters
  Score: Raw -902140.486077 + Penalty 2918.269461 = -899222.216616
  nChanged 263
		SP:Iteration 7Q (42472.630000 sec): 3 clusters
  Score: Raw -902263.615614 + Penalty 2918.269461 = -899345.346153
  nChanged 274
		SP:Iteration 8Q (42472.870000 sec): 3 clusters
  Score: Raw -902416.808888 + Penalty 2918.269461 = -899498.539428
  nChanged 265
		SP:Iteration 9Q (42473.070000 sec): 3 clusters
  Score: Raw -902574.214570 + Penalty 2918.269461 = -899655.945109
  nChanged 242
		SP:Iteration 10Q (42473.300000 sec): 3 clusters
  Score: Raw -902704.010991 + Penalty 2918.269461 = -899785.741530
  nChanged 253
		SP:Iteration 11Q (42473.580000 sec): 3 clusters
  Score: Raw -902834.449031 + Penalty 2918.269461 = -899916.179570
  nChanged 250
		SP:Iteration 12Q (42473.740000 sec): 3 clusters
  Score: Raw -902974.030538 + Penalty 2918.269461 = -900055.761077
  nChanged 258
		SP:Iteration 13Q (42473.920000 sec): 3 clusters
  Score: Raw -903119.090832 + Penalty 2918.269461 = -900200.821371
  nChanged 237
		SP:Iteration 14Q (42474.140000 sec): 3 clusters
  Score: Raw -903242.556573 + Penalty 2918.269461 = -900324.287112
  nChanged 229
		SP:Iteration 15Q (42474.340000 sec): 3 clusters
  Score: Raw -903370.826143 + Penalty 2918.269461 = -900452.556682
  nChanged 210
		SP:Iteration 16Q (42474.520000 sec): 3 clusters
  Score: Raw -903485.803965 + Penalty 2918.269461 = -900567.534504
  nChanged 189
		SP:Iteration 17Q (42474.700000 sec): 3 clusters
  Score: Raw -903580.069978 + Penalty 2918.269461 = -900661.800517
  nChanged 167
		SP:Iteration 18Q (42474.890000 sec): 3 clusters
  Score: Raw -903673.171078 + Penalty 2918.269461 = -900754.901618
  nChanged 179
		SP:Iteration 19Q (42475.150000 sec): 3 clusters
  Score: Raw -903767.254224 + Penalty 2918.269461 = -900848.984763
  nChanged 167
		SP:Iteration 20F (42475.370000 sec): 3 clusters
  Score: Raw -903850.320347 + Penalty 2918.269461 = -900932.050886
  nChanged 162
		SP:Iteration 21Q (42475.570000 sec): 3 clusters
  Score: Raw -903935.055122 + Penalty 2918.269461 = -901016.785661
  nChanged 135
		SP:Iteration 22Q (42475.760000 sec): 3 clusters
  Score: Raw -903994.652123 + Penalty 2918.269461 = -901076.382663
  nChanged 129
		SP:Iteration 23Q (42475.980000 sec): 3 clusters
  Score: Raw -904045.575531 + Penalty 2918.269461 = -901127.306070
  nChanged 99
		SP:Iteration 24Q (42476.180000 sec): 3 clusters
  Score: Raw -904085.210428 + Penalty 2918.269461 = -901166.940967
  nChanged 97
		SP:Iteration 25Q (42476.390000 sec): 3 clusters
  Score: Raw -904118.117273 + Penalty 2918.269461 = -901199.847812
  nChanged 78
		SP:Iteration 26Q (42476.580000 sec): 3 clusters
  Score: Raw -904141.907633 + Penalty 2918.269461 = -901223.638172
  nChanged 75
		SP:Iteration 27Q (42476.800000 sec): 3 clusters
  Score: Raw -904164.115464 + Penalty 2918.269461 = -901245.846004
  nChanged 85
		SP:Iteration 28Q (42476.990000 sec): 3 clusters
  Score: Raw -904196.379022 + Penalty 2918.269461 = -901278.109561
  nChanged 100
		SP:Iteration 29Q (42477.220000 sec): 3 clusters
  Score: Raw -904239.998177 + Penalty 2918.269461 = -901321.728716
  nChanged 97
		SP:Iteration 30Q (42477.380000 sec): 3 clusters
  Score: Raw -904277.820890 + Penalty 2918.269461 = -901359.551429
  nChanged 76
		SP:Iteration 31Q (42477.560000 sec): 3 clusters
  Score: Raw -904308.296314 + Penalty 2918.269461 = -901390.026853
  nChanged 70
		SP:Iteration 32Q (42477.760000 sec): 3 clusters
  Score: Raw -904332.855863 + Penalty 2918.269461 = -901414.586402
  nChanged 60
		SP:Iteration 33Q (42477.990000 sec): 3 clusters
  Score: Raw -904353.790251 + Penalty 2918.269461 = -901435.520790
  nChanged 59
		SP:Iteration 34Q (42478.190000 sec): 3 clusters
  Score: Raw -904380.754667 + Penalty 2918.269461 = -901462.485206
  nChanged 64
		SP:Iteration 35Q (42478.420000 sec): 3 clusters
  Score: Raw -904402.861254 + Penalty 2918.269461 = -901484.591793
  nChanged 48
		SP:Iteration 36Q (42478.660000 sec): 3 clusters
  Score: Raw -904414.994716 + Penalty 2918.269461 = -901496.725255
  nChanged 33
		SP:Iteration 37Q (42478.840000 sec): 3 clusters
  Score: Raw -904423.206453 + Penalty 2918.269461 = -901504.936992
  nChanged 26
		SP:Iteration 38Q (42479.150000 sec): 3 clusters
  Score: Raw -904429.631701 + Penalty 2918.269461 = -901511.362241
  nChanged 25
		SP:Iteration 39Q (42479.340000 sec): 3 clusters
  Score: Raw -904435.628982 + Penalty 2918.269461 = -901517.359522
  nChanged 19
		SP:Iteration 40F (42479.530000 sec): 3 clusters
  Score: Raw -904440.576740 + Penalty 2918.269461 = -901522.307280
  nChanged 19
		SP:Iteration 41Q (42479.750000 sec): 3 clusters
  Score: Raw -904445.095301 + Penalty 2918.269461 = -901526.825840
  nChanged 21
		SP:Iteration 42Q (42479.950000 sec): 3 clusters
  Score: Raw -904449.066387 + Penalty 2918.269461 = -901530.796926
  nChanged 15
		SP:Iteration 43Q (42480.180000 sec): 3 clusters
  Score: Raw -904450.887592 + Penalty 2918.269461 = -901532.618131
  nChanged 12
		SP:Iteration 44Q (42480.410000 sec): 3 clusters
  Score: Raw -904451.981666 + Penalty 2918.269461 = -901533.712205
  nChanged 9
		SP:Iteration 45Q (42480.610000 sec): 3 clusters
  Score: Raw -904453.138627 + Penalty 2918.269461 = -901534.869167
  nChanged 8
		SP:Iteration 46Q (42480.740000 sec): 3 clusters
  Score: Raw -904454.407100 + Penalty 2918.269461 = -901536.137639
  nChanged 7
		SP:Iteration 47Q (42480.960000 sec): 3 clusters
  Score: Raw -904455.969299 + Penalty 2918.269461 = -901537.699838
  nChanged 8
		SP:Iteration 48Q (42481.220000 sec): 3 clusters
  Score: Raw -904457.151857 + Penalty 2918.269461 = -901538.882396
  nChanged 4
		SP:Iteration 49Q (42481.410000 sec): 3 clusters
  Score: Raw -904457.678714 + Penalty 2918.269461 = -901539.409253
  nChanged 2
		SP:Iteration 50Q (42481.520000 sec): 3 clusters
  Score: Raw -904458.010636 + Penalty 2918.269461 = -901539.741175
  nChanged 0
		SP:Iteration 51F (42481.740000 sec): 3 clusters
  Score: Raw -904458.010636 + Penalty 2918.269461 = -901539.741175
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 30 (13231 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (42481.860000 sec): 2 clusters
  Score: Raw -1654909.520544 + Penalty 1542.176649 = -1653367.343895
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (42482.090000 sec): 3 clusters
  Score: Raw -1647202.297971 + Penalty 3084.353298 = -1644117.944673
  nChanged 5801
		SP:Iteration 1F (42482.380000 sec): 3 clusters
  Score: Raw -1650484.586072 + Penalty 3084.353298 = -1647400.232774
  nChanged 991
		SP:Iteration 2F (42482.620000 sec): 3 clusters
  Score: Raw -1651144.669353 + Penalty 3084.353298 = -1648060.316054
  nChanged 995
		SP:Iteration 3F (42482.840000 sec): 3 clusters
  Score: Raw -1651951.205584 + Penalty 3084.353298 = -1648866.852286
  nChanged 1105
		SP:Iteration 4F (42483.090000 sec): 3 clusters
  Score: Raw -1652915.869163 + Penalty 3084.353298 = -1649831.515865
  nChanged 1072
		SP:Iteration 5F (42483.390000 sec): 3 clusters
  Score: Raw -1653702.802094 + Penalty 3084.353298 = -1650618.448796
  nChanged 806
		SP:Iteration 6F (42483.670000 sec): 3 clusters
  Score: Raw -1654200.568312 + Penalty 3084.353298 = -1651116.215014
  nChanged 603
		SP:Iteration 7Q (42483.870000 sec): 3 clusters
  Score: Raw -1654516.834803 + Penalty 3084.353298 = -1651432.481505
  nChanged 444
		SP:Iteration 8Q (42484.120000 sec): 3 clusters
  Score: Raw -1654713.585824 + Penalty 3084.353298 = -1651629.232526
  nChanged 321
		SP:Iteration 9Q (42484.400000 sec): 3 clusters
  Score: Raw -1654824.118576 + Penalty 3084.353298 = -1651739.765278
  nChanged 233
		SP:Iteration 10Q (42484.600000 sec): 3 clusters
  Score: Raw -1654886.239024 + Penalty 3084.353298 = -1651801.885726
  nChanged 154
		SP:Iteration 11Q (42484.880000 sec): 3 clusters
  Score: Raw -1654915.748133 + Penalty 3084.353298 = -1651831.394835
  nChanged 110
		SP:Iteration 12Q (42485.130000 sec): 3 clusters
  Score: Raw -1654936.995876 + Penalty 3084.353298 = -1651852.642578
  nChanged 97
		SP:Iteration 13Q (42485.420000 sec): 3 clusters
  Score: Raw -1654954.979567 + Penalty 3084.353298 = -1651870.626269
  nChanged 83
		SP:Iteration 14Q (42485.680000 sec): 3 clusters
  Score: Raw -1654970.561832 + Penalty 3084.353298 = -1651886.208534
  nChanged 68
		SP:Iteration 15Q (42485.990000 sec): 3 clusters
  Score: Raw -1654980.994646 + Penalty 3084.353298 = -1651896.641348
  nChanged 48
		SP:Iteration 16Q (42486.320000 sec): 3 clusters
  Score: Raw -1654987.983821 + Penalty 3084.353298 = -1651903.630523
  nChanged 36
		SP:Iteration 17Q (42486.560000 sec): 3 clusters
  Score: Raw -1654993.278206 + Penalty 3084.353298 = -1651908.924908
  nChanged 37
		SP:Iteration 18Q (42486.850000 sec): 3 clusters
  Score: Raw -1654998.038333 + Penalty 3084.353298 = -1651913.685035
  nChanged 40
		SP:Iteration 19Q (42487.130000 sec): 3 clusters
  Score: Raw -1655003.185376 + Penalty 3084.353298 = -1651918.832078
  nChanged 29
		SP:Iteration 20F (42487.400000 sec): 3 clusters
  Score: Raw -1655006.622372 + Penalty 3084.353298 = -1651922.269074
  nChanged 35
		SP:Iteration 21Q (42487.650000 sec): 3 clusters
  Score: Raw -1655011.913726 + Penalty 3084.353298 = -1651927.560428
  nChanged 42
		SP:Iteration 22Q (42487.910000 sec): 3 clusters
  Score: Raw -1655017.449997 + Penalty 3084.353298 = -1651933.096699
  nChanged 33
		SP:Iteration 23Q (42488.160000 sec): 3 clusters
  Score: Raw -1655021.315763 + Penalty 3084.353298 = -1651936.962465
  nChanged 23
		SP:Iteration 24Q (42488.430000 sec): 3 clusters
  Score: Raw -1655024.070085 + Penalty 3084.353298 = -1651939.716787
  nChanged 22
		SP:Iteration 25Q (42488.690000 sec): 3 clusters
  Score: Raw -1655026.774867 + Penalty 3084.353298 = -1651942.421569
  nChanged 20
		SP:Iteration 26Q (42488.980000 sec): 3 clusters
  Score: Raw -1655029.113274 + Penalty 3084.353298 = -1651944.759976
  nChanged 18
		SP:Iteration 27Q (42489.250000 sec): 3 clusters
  Score: Raw -1655031.165217 + Penalty 3084.353298 = -1651946.811919
  nChanged 20
		SP:Iteration 28Q (42489.550000 sec): 3 clusters
  Score: Raw -1655033.452206 + Penalty 3084.353298 = -1651949.098908
  nChanged 15
		SP:Iteration 29Q (42489.740000 sec): 3 clusters
  Score: Raw -1655035.417855 + Penalty 3084.353298 = -1651951.064557
  nChanged 24
		SP:Iteration 30Q (42490.000000 sec): 3 clusters
  Score: Raw -1655038.462314 + Penalty 3084.353298 = -1651954.109016
  nChanged 21
		SP:Iteration 31Q (42490.220000 sec): 3 clusters
  Score: Raw -1655040.675332 + Penalty 3084.353298 = -1651956.322034
  nChanged 19
		SP:Iteration 32Q (42490.490000 sec): 3 clusters
  Score: Raw -1655042.433475 + Penalty 3084.353298 = -1651958.080177
  nChanged 10
		SP:Iteration 33Q (42490.750000 sec): 3 clusters
  Score: Raw -1655043.349229 + Penalty 3084.353298 = -1651958.995931
  nChanged 12
		SP:Iteration 34Q (42491.000000 sec): 3 clusters
  Score: Raw -1655045.016040 + Penalty 3084.353298 = -1651960.662742
  nChanged 12
		SP:Iteration 35Q (42491.240000 sec): 3 clusters
  Score: Raw -1655046.438186 + Penalty 3084.353298 = -1651962.084888
  nChanged 16
		SP:Iteration 36Q (42491.480000 sec): 3 clusters
  Score: Raw -1655048.131683 + Penalty 3084.353298 = -1651963.778385
  nChanged 18
		SP:Iteration 37Q (42491.750000 sec): 3 clusters
  Score: Raw -1655050.025947 + Penalty 3084.353298 = -1651965.672649
  nChanged 18
		SP:Iteration 38Q (42492.050000 sec): 3 clusters
  Score: Raw -1655051.619269 + Penalty 3084.353298 = -1651967.265971
  nChanged 15
		SP:Iteration 39Q (42492.300000 sec): 3 clusters
  Score: Raw -1655053.117476 + Penalty 3084.353298 = -1651968.764178
  nChanged 15
		SP:Iteration 40F (42492.630000 sec): 3 clusters
  Score: Raw -1655054.902185 + Penalty 3084.353298 = -1651970.548887
  nChanged 18
		SP:Iteration 41Q (42492.870000 sec): 3 clusters
  Score: Raw -1655056.725441 + Penalty 3084.353298 = -1651972.372143
  nChanged 8
		SP:Iteration 42Q (42493.100000 sec): 3 clusters
  Score: Raw -1655057.378998 + Penalty 3084.353298 = -1651973.025700
  nChanged 13
		SP:Iteration 43Q (42493.370000 sec): 3 clusters
  Score: Raw -1655058.580651 + Penalty 3084.353298 = -1651974.227353
  nChanged 8
		SP:Iteration 44Q (42493.670000 sec): 3 clusters
  Score: Raw -1655059.175632 + Penalty 3084.353298 = -1651974.822334
  nChanged 4
		SP:Iteration 45Q (42493.920000 sec): 3 clusters
  Score: Raw -1655059.419293 + Penalty 3084.353298 = -1651975.065995
  nChanged 1
		SP:Iteration 46Q (42494.130000 sec): 3 clusters
  Score: Raw -1655059.447814 + Penalty 3084.353298 = -1651975.094516
  nChanged 0
		SP:Iteration 47F (42494.380000 sec): 3 clusters
  Score: Raw -1655059.447814 + Penalty 3084.353298 = -1651975.094516
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 31 (545 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (42494.450000 sec): 2 clusters
  Score: Raw -59723.482970 + Penalty 1023.877692 = -58699.605278
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (42494.610000 sec): 3 clusters
  Score: Raw -59673.509259 + Penalty 2047.755383 = -57625.753876
  nChanged 143
		SP:Iteration 1F (42494.760000 sec): 3 clusters
  Score: Raw -59883.797196 + Penalty 2047.755383 = -57836.041813
  nChanged 40
		SP:Iteration 2F (42494.940000 sec): 3 clusters
  Score: Raw -59985.115204 + Penalty 2047.755383 = -57937.359821
  nChanged 23
		SP:Iteration 3Q (42495.110000 sec): 3 clusters
  Score: Raw -60033.498332 + Penalty 2047.755383 = -57985.742949
  nChanged 15
		SP:Iteration 4Q (42495.220000 sec): 3 clusters
  Score: Raw -60076.333894 + Penalty 2047.755383 = -58028.578510
  nChanged 20
		SP:Iteration 5Q (42495.400000 sec): 3 clusters
  Score: Raw -60130.955589 + Penalty 2047.755383 = -58083.200206
  nChanged 21
		SP:Iteration 6Q (42495.560000 sec): 3 clusters
  Score: Raw -60193.348681 + Penalty 2047.755383 = -58145.593298
  nChanged 20
		SP:Iteration 7Q (42495.740000 sec): 3 clusters
  Score: Raw -60261.987151 + Penalty 2047.755383 = -58214.231768
  nChanged 21
		SP:Iteration 8Q (42495.850000 sec): 3 clusters
  Score: Raw -60416.482454 + Penalty 2047.755383 = -58368.727071
  nChanged 14
		SP:Iteration 9Q (42496.010000 sec): 3 clusters
  Score: Raw -60482.847555 + Penalty 2047.755383 = -58435.092172
  nChanged 13
		SP:Iteration 10Q (42496.150000 sec): 3 clusters
  Score: Raw -60523.298100 + Penalty 2047.755383 = -58475.542717
  nChanged 12
		SP:Iteration 11Q (42496.240000 sec): 3 clusters
  Score: Raw -60557.532948 + Penalty 2047.755383 = -58509.777565
  nChanged 5
		SP:Iteration 12Q (42496.380000 sec): 3 clusters
  Score: Raw -60564.934816 + Penalty 2047.755383 = -58517.179433
  nChanged 3
		SP:Iteration 13Q (42496.530000 sec): 3 clusters
  Score: Raw -60573.187280 + Penalty 2047.755383 = -58525.431897
  nChanged 1
		SP:Iteration 14Q (42496.670000 sec): 3 clusters
  Score: Raw -60574.428163 + Penalty 2047.755383 = -58526.672780
  nChanged 1
		SP:Iteration 15Q (42496.800000 sec): 3 clusters
  Score: Raw -60575.418562 + Penalty 2047.755383 = -58527.663179
  nChanged 1
		SP:Iteration 16Q (42496.980000 sec): 3 clusters
  Score: Raw -60576.975728 + Penalty 2047.755383 = -58529.220345
  nChanged 0
		SP:Iteration 17F (42497.120000 sec): 3 clusters
  Score: Raw -60576.975728 + Penalty 2047.755383 = -58529.220345
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 32 (7915 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (42497.240000 sec): 2 clusters
  Score: Raw -960147.298161 + Penalty 1458.683683 = -958688.614478
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (42497.420000 sec): 3 clusters
  Score: Raw -955814.647018 + Penalty 2917.367366 = -952897.279652
  nChanged 3302
		SP:Iteration 1F (42497.620000 sec): 3 clusters
  Score: Raw -957666.821189 + Penalty 2917.367366 = -954749.453823
  nChanged 569
		SP:Iteration 2F (42497.820000 sec): 3 clusters
  Score: Raw -957973.413836 + Penalty 2917.367366 = -955056.046470
  nChanged 536
		SP:Iteration 3F (42497.990000 sec): 3 clusters
  Score: Raw -958299.430243 + Penalty 2917.367366 = -955382.062877
  nChanged 499
		SP:Iteration 4F (42498.240000 sec): 3 clusters
  Score: Raw -958659.669953 + Penalty 2917.367366 = -955742.302587
  nChanged 499
		SP:Iteration 5F (42498.490000 sec): 3 clusters
  Score: Raw -959027.500582 + Penalty 2917.367366 = -956110.133216
  nChanged 399
		SP:Iteration 6F (42498.660000 sec): 3 clusters
  Score: Raw -959327.584623 + Penalty 2917.367366 = -956410.217257
  nChanged 366
		SP:Iteration 7Q (42498.930000 sec): 3 clusters
  Score: Raw -959645.607905 + Penalty 2917.367366 = -956728.240539
  nChanged 309
		SP:Iteration 8Q (42499.170000 sec): 3 clusters
  Score: Raw -959928.757556 + Penalty 2917.367366 = -957011.390190
  nChanged 266
		SP:Iteration 9Q (42499.330000 sec): 3 clusters
  Score: Raw -960142.214772 + Penalty 2917.367366 = -957224.847406
  nChanged 183
		SP:Iteration 10Q (42499.510000 sec): 3 clusters
  Score: Raw -960272.920989 + Penalty 2917.367366 = -957355.553623
  nChanged 153
		SP:Iteration 11Q (42499.720000 sec): 3 clusters
  Score: Raw -960385.281368 + Penalty 2917.367366 = -957467.914002
  nChanged 106
		SP:Iteration 12Q (42499.960000 sec): 3 clusters
  Score: Raw -960465.794522 + Penalty 2917.367366 = -957548.427156
  nChanged 93
		SP:Iteration 13Q (42500.100000 sec): 3 clusters
  Score: Raw -960552.415129 + Penalty 2917.367366 = -957635.047763
  nChanged 91
		SP:Iteration 14Q (42500.290000 sec): 3 clusters
  Score: Raw -960645.729990 + Penalty 2917.367366 = -957728.362624
  nChanged 85
		SP:Iteration 15Q (42500.490000 sec): 3 clusters
  Score: Raw -960718.648225 + Penalty 2917.367366 = -957801.280859
  nChanged 43
		SP:Iteration 16Q (42500.720000 sec): 3 clusters
  Score: Raw -960739.785306 + Penalty 2917.367366 = -957822.417940
  nChanged 37
		SP:Iteration 17Q (42500.950000 sec): 3 clusters
  Score: Raw -960758.628751 + Penalty 2917.367366 = -957841.261385
  nChanged 26
		SP:Iteration 18Q (42501.200000 sec): 3 clusters
  Score: Raw -960768.032620 + Penalty 2917.367366 = -957850.665254
  nChanged 18
		SP:Iteration 19Q (42501.480000 sec): 3 clusters
  Score: Raw -960772.510614 + Penalty 2917.367366 = -957855.143248
  nChanged 12
		SP:Iteration 20F (42501.680000 sec): 3 clusters
  Score: Raw -960776.116631 + Penalty 2917.367366 = -957858.749265
  nChanged 14
		SP:Iteration 21Q (42501.940000 sec): 3 clusters
  Score: Raw -960780.952349 + Penalty 2917.367366 = -957863.584983
  nChanged 15
		SP:Iteration 22Q (42502.140000 sec): 3 clusters
  Score: Raw -960785.312715 + Penalty 2917.367366 = -957867.945349
  nChanged 15
		SP:Iteration 23Q (42502.400000 sec): 3 clusters
  Score: Raw -960790.026574 + Penalty 2917.367366 = -957872.659208
  nChanged 12
		SP:Iteration 24Q (42502.590000 sec): 3 clusters
  Score: Raw -960793.945106 + Penalty 2917.367366 = -957876.577740
  nChanged 12
		SP:Iteration 25Q (42502.840000 sec): 3 clusters
  Score: Raw -960797.012472 + Penalty 2917.367366 = -957879.645106
  nChanged 6
		SP:Iteration 26Q (42503.020000 sec): 3 clusters
  Score: Raw -960797.996154 + Penalty 2917.367366 = -957880.628788
  nChanged 3
		SP:Iteration 27Q (42503.250000 sec): 3 clusters
  Score: Raw -960798.468029 + Penalty 2917.367366 = -957881.100663
  nChanged 4
		SP:Iteration 28Q (42503.530000 sec): 3 clusters
  Score: Raw -960798.927836 + Penalty 2917.367366 = -957881.560470
  nChanged 2
		SP:Iteration 29Q (42503.690000 sec): 3 clusters
  Score: Raw -960799.263819 + Penalty 2917.367366 = -957881.896453
  nChanged 0
		SP:Iteration 30F (42503.920000 sec): 3 clusters
  Score: Raw -960799.263819 + Penalty 2917.367366 = -957881.896453
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 33 (1896 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (42503.990000 sec): 2 clusters
  Score: Raw -222422.181641 + Penalty 1226.469023 = -221195.712617
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (42504.250000 sec): 3 clusters
  Score: Raw -221646.723963 + Penalty 2452.938047 = -219193.785916
  nChanged 646
		SP:Iteration 1F (42504.490000 sec): 3 clusters
  Score: Raw -222115.123155 + Penalty 2452.938047 = -219662.185108
  nChanged 163
		SP:Iteration 2F (42504.710000 sec): 3 clusters
  Score: Raw -222264.180240 + Penalty 2452.938047 = -219811.242193
  nChanged 116
		SP:Iteration 3F (42504.880000 sec): 3 clusters
  Score: Raw -222373.914355 + Penalty 2452.938047 = -219920.976308
  nChanged 84
		SP:Iteration 4Q (42504.990000 sec): 3 clusters
  Score: Raw -222453.601763 + Penalty 2452.938047 = -220000.663716
  nChanged 64
		SP:Iteration 5Q (42505.120000 sec): 3 clusters
  Score: Raw -222518.124066 + Penalty 2452.938047 = -220065.186019
  nChanged 63
		SP:Iteration 6Q (42505.270000 sec): 3 clusters
  Score: Raw -222573.645802 + Penalty 2452.938047 = -220120.707755
  nChanged 62
		SP:Iteration 7Q (42505.410000 sec): 3 clusters
  Score: Raw -222626.936287 + Penalty 2452.938047 = -220173.998240
  nChanged 47
		SP:Iteration 8Q (42505.540000 sec): 3 clusters
  Score: Raw -222674.990431 + Penalty 2452.938047 = -220222.052384
  nChanged 48
		SP:Iteration 9Q (42505.750000 sec): 3 clusters
  Score: Raw -222727.765598 + Penalty 2452.938047 = -220274.827551
  nChanged 35
		SP:Iteration 10Q (42505.880000 sec): 3 clusters
  Score: Raw -222757.252850 + Penalty 2452.938047 = -220304.314803
  nChanged 32
		SP:Iteration 11Q (42506.040000 sec): 3 clusters
  Score: Raw -222780.817976 + Penalty 2452.938047 = -220327.879929
  nChanged 23
		SP:Iteration 12Q (42506.230000 sec): 3 clusters
  Score: Raw -222793.189616 + Penalty 2452.938047 = -220340.251569
  nChanged 22
		SP:Iteration 13Q (42506.380000 sec): 3 clusters
  Score: Raw -222809.281276 + Penalty 2452.938047 = -220356.343229
  nChanged 19
		SP:Iteration 14Q (42506.520000 sec): 3 clusters
  Score: Raw -222820.945937 + Penalty 2452.938047 = -220368.007890
  nChanged 12
		SP:Iteration 15Q (42506.680000 sec): 3 clusters
  Score: Raw -222827.625415 + Penalty 2452.938047 = -220374.687368
  nChanged 17
		SP:Iteration 16Q (42506.840000 sec): 3 clusters
  Score: Raw -222836.871673 + Penalty 2452.938047 = -220383.933626
  nChanged 16
		SP:Iteration 17Q (42507.000000 sec): 3 clusters
  Score: Raw -222847.630771 + Penalty 2452.938047 = -220394.692724
  nChanged 22
		SP:Iteration 18Q (42507.160000 sec): 3 clusters
  Score: Raw -222866.494582 + Penalty 2452.938047 = -220413.556535
  nChanged 34
		SP:Iteration 19Q (42507.320000 sec): 3 clusters
  Score: Raw -222904.462614 + Penalty 2452.938047 = -220451.524567
  nChanged 48
		SP:Iteration 20F (42507.480000 sec): 3 clusters
  Score: Raw -222962.523247 + Penalty 2452.938047 = -220509.585200
  nChanged 48
		SP:Iteration 21Q (42507.640000 sec): 3 clusters
  Score: Raw -223037.500232 + Penalty 2452.938047 = -220584.562185
  nChanged 63
		SP:Iteration 22Q (42507.800000 sec): 3 clusters
  Score: Raw -223181.334637 + Penalty 2452.938047 = -220728.396590
  nChanged 54
		SP:Iteration 23Q (42507.960000 sec): 3 clusters
  Score: Raw -223295.010802 + Penalty 2452.938047 = -220842.072755
  nChanged 39
		SP:Iteration 24Q (42508.120000 sec): 3 clusters
  Score: Raw -223380.202450 + Penalty 2452.938047 = -220927.264403
  nChanged 28
		SP:Iteration 25Q (42508.280000 sec): 3 clusters
  Score: Raw -223447.226024 + Penalty 2452.938047 = -220994.287977
  nChanged 12
		SP:Iteration 26Q (42508.440000 sec): 3 clusters
  Score: Raw -223454.584326 + Penalty 2452.938047 = -221001.646279
  nChanged 2
		SP:Iteration 27Q (42508.600000 sec): 3 clusters
  Score: Raw -223460.057491 + Penalty 2452.938047 = -221007.119444
  nChanged 3
		SP:Iteration 28Q (42508.760000 sec): 3 clusters
  Score: Raw -223466.020054 + Penalty 2452.938047 = -221013.082008
  nChanged 3
		SP:Iteration 29Q (42508.920000 sec): 3 clusters
  Score: Raw -223469.226309 + Penalty 2452.938047 = -221016.288262
  nChanged 1
		SP:Iteration 30Q (42509.080000 sec): 3 clusters
  Score: Raw -223469.397848 + Penalty 2452.938047 = -221016.459801
  nChanged 0
		SP:Iteration 31F (42509.240000 sec): 3 clusters
  Score: Raw -223469.397848 + Penalty 2452.938047 = -221016.459801
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 34 (18679 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (42509.440000 sec): 2 clusters
  Score: Raw -2256838.937171 + Penalty 1598.212716 = -2255240.724454
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (42509.770000 sec): 3 clusters
  Score: Raw -2245799.733821 + Penalty 3196.425433 = -2242603.308389
  nChanged 8306
		SP:Iteration 1F (42510.030000 sec): 3 clusters
  Score: Raw -2250611.785011 + Penalty 3196.425433 = -2247415.359578
  nChanged 1087
		SP:Iteration 2F (42510.290000 sec): 3 clusters
  Score: Raw -2251151.905597 + Penalty 3196.425433 = -2247955.480164
  nChanged 1117
		SP:Iteration 3F (42510.590000 sec): 3 clusters
  Score: Raw -2251788.391313 + Penalty 3196.425433 = -2248591.965880
  nChanged 1202
		SP:Iteration 4F (42510.890000 sec): 3 clusters
  Score: Raw -2252558.941326 + Penalty 3196.425433 = -2249362.515894
  nChanged 1238
		SP:Iteration 5F (42511.160000 sec): 3 clusters
  Score: Raw -2253485.249373 + Penalty 3196.425433 = -2250288.823940
  nChanged 1225
		SP:Iteration 6F (42511.430000 sec): 3 clusters
  Score: Raw -2254431.495059 + Penalty 3196.425433 = -2251235.069627
  nChanged 1051
		SP:Iteration 7F (42511.690000 sec): 3 clusters
  Score: Raw -2255156.915399 + Penalty 3196.425433 = -2251960.489967
  nChanged 805
		SP:Iteration 8Q (42512.000000 sec): 3 clusters
  Score: Raw -2255680.434371 + Penalty 3196.425433 = -2252484.008938
  nChanged 627
		SP:Iteration 9Q (42512.300000 sec): 3 clusters
  Score: Raw -2256095.489814 + Penalty 3196.425433 = -2252899.064381
  nChanged 499
		SP:Iteration 10Q (42512.570000 sec): 3 clusters
  Score: Raw -2256438.521299 + Penalty 3196.425433 = -2253242.095867
  nChanged 434
		SP:Iteration 11Q (42512.850000 sec): 3 clusters
  Score: Raw -2256766.048230 + Penalty 3196.425433 = -2253569.622798
  nChanged 348
		SP:Iteration 12Q (42513.150000 sec): 3 clusters
  Score: Raw -2257046.919940 + Penalty 3196.425433 = -2253850.494507
  nChanged 258
		SP:Iteration 13Q (42513.440000 sec): 3 clusters
  Score: Raw -2257236.775490 + Penalty 3196.425433 = -2254040.350057
  nChanged 183
		SP:Iteration 14Q (42513.760000 sec): 3 clusters
  Score: Raw -2257343.488253 + Penalty 3196.425433 = -2254147.062821
  nChanged 132
		SP:Iteration 15Q (42514.010000 sec): 3 clusters
  Score: Raw -2257409.495393 + Penalty 3196.425433 = -2254213.069961
  nChanged 87
		SP:Iteration 16Q (42514.240000 sec): 3 clusters
  Score: Raw -2257453.045792 + Penalty 3196.425433 = -2254256.620359
  nChanged 76
		SP:Iteration 17Q (42514.500000 sec): 3 clusters
  Score: Raw -2257491.503756 + Penalty 3196.425433 = -2254295.078324
  nChanged 65
		SP:Iteration 18Q (42514.780000 sec): 3 clusters
  Score: Raw -2257525.767371 + Penalty 3196.425433 = -2254329.341939
  nChanged 48
		SP:Iteration 19Q (42515.120000 sec): 3 clusters
  Score: Raw -2257551.357048 + Penalty 3196.425433 = -2254354.931615
  nChanged 47
		SP:Iteration 20F (42515.370000 sec): 3 clusters
  Score: Raw -2257573.565041 + Penalty 3196.425433 = -2254377.139608
  nChanged 37
		SP:Iteration 21Q (42515.700000 sec): 3 clusters
  Score: Raw -2257589.937284 + Penalty 3196.425433 = -2254393.511852
  nChanged 26
		SP:Iteration 22Q (42515.990000 sec): 3 clusters
  Score: Raw -2257598.231921 + Penalty 3196.425433 = -2254401.806489
  nChanged 23
		SP:Iteration 23Q (42516.290000 sec): 3 clusters
  Score: Raw -2257608.156845 + Penalty 3196.425433 = -2254411.731412
  nChanged 27
		SP:Iteration 24Q (42516.570000 sec): 3 clusters
  Score: Raw -2257618.801427 + Penalty 3196.425433 = -2254422.375994
  nChanged 26
		SP:Iteration 25Q (42516.840000 sec): 3 clusters
  Score: Raw -2257631.645581 + Penalty 3196.425433 = -2254435.220149
  nChanged 20
		SP:Iteration 26Q (42517.120000 sec): 3 clusters
  Score: Raw -2257642.145486 + Penalty 3196.425433 = -2254445.720053
  nChanged 18
		SP:Iteration 27Q (42517.440000 sec): 3 clusters
  Score: Raw -2257649.523304 + Penalty 3196.425433 = -2254453.097871
  nChanged 17
		SP:Iteration 28Q (42517.740000 sec): 3 clusters
  Score: Raw -2257655.017778 + Penalty 3196.425433 = -2254458.592346
  nChanged 12
		SP:Iteration 29Q (42518.040000 sec): 3 clusters
  Score: Raw -2257658.734926 + Penalty 3196.425433 = -2254462.309494
  nChanged 9
		SP:Iteration 30Q (42518.420000 sec): 3 clusters
  Score: Raw -2257661.545014 + Penalty 3196.425433 = -2254465.119581
  nChanged 10
		SP:Iteration 31Q (42518.770000 sec): 3 clusters
  Score: Raw -2257665.575762 + Penalty 3196.425433 = -2254469.150329
  nChanged 11
		SP:Iteration 32Q (42519.020000 sec): 3 clusters
  Score: Raw -2257670.462198 + Penalty 3196.425433 = -2254474.036765
  nChanged 8
		SP:Iteration 33Q (42519.290000 sec): 3 clusters
  Score: Raw -2257674.579891 + Penalty 3196.425433 = -2254478.154458
  nChanged 12
		SP:Iteration 34Q (42519.610000 sec): 3 clusters
  Score: Raw -2257679.700895 + Penalty 3196.425433 = -2254483.275462
  nChanged 14
		SP:Iteration 35Q (42519.930000 sec): 3 clusters
  Score: Raw -2257685.900825 + Penalty 3196.425433 = -2254489.475393
  nChanged 8
		SP:Iteration 36Q (42520.190000 sec): 3 clusters
  Score: Raw -2257689.211427 + Penalty 3196.425433 = -2254492.785995
  nChanged 7
		SP:Iteration 37Q (42520.470000 sec): 3 clusters
  Score: Raw -2257692.382307 + Penalty 3196.425433 = -2254495.956874
  nChanged 6
		SP:Iteration 38Q (42520.750000 sec): 3 clusters
  Score: Raw -2257696.086543 + Penalty 3196.425433 = -2254499.661110
  nChanged 7
		SP:Iteration 39Q (42521.030000 sec): 3 clusters
  Score: Raw -2257699.380471 + Penalty 3196.425433 = -2254502.955039
  nChanged 8
		SP:Iteration 40F (42521.380000 sec): 3 clusters
  Score: Raw -2257703.342643 + Penalty 3196.425433 = -2254506.917210
  nChanged 12
		SP:Iteration 41Q (42521.700000 sec): 3 clusters
  Score: Raw -2257710.352971 + Penalty 3196.425433 = -2254513.927538
  nChanged 15
		SP:Iteration 42Q (42521.990000 sec): 3 clusters
  Score: Raw -2257719.600229 + Penalty 3196.425433 = -2254523.174796
  nChanged 13
		SP:Iteration 43Q (42522.280000 sec): 3 clusters
  Score: Raw -2257729.789216 + Penalty 3196.425433 = -2254533.363784
  nChanged 12
		SP:Iteration 44Q (42522.530000 sec): 3 clusters
  Score: Raw -2257736.691682 + Penalty 3196.425433 = -2254540.266249
  nChanged 8
		SP:Iteration 45Q (42522.750000 sec): 3 clusters
  Score: Raw -2257741.484670 + Penalty 3196.425433 = -2254545.059238
  nChanged 11
		SP:Iteration 46Q (42523.040000 sec): 3 clusters
  Score: Raw -2257746.365522 + Penalty 3196.425433 = -2254549.940089
  nChanged 8
		SP:Iteration 47Q (42523.350000 sec): 3 clusters
  Score: Raw -2257749.346697 + Penalty 3196.425433 = -2254552.921264
  nChanged 2
		SP:Iteration 48Q (42523.620000 sec): 3 clusters
  Score: Raw -2257749.798332 + Penalty 3196.425433 = -2254553.372899
  nChanged 1
		SP:Iteration 49Q (42523.900000 sec): 3 clusters
  Score: Raw -2257750.254096 + Penalty 3196.425433 = -2254553.828663
  nChanged 1
		SP:Iteration 50Q (42524.110000 sec): 3 clusters
  Score: Raw -2257750.469611 + Penalty 3196.425433 = -2254554.044179
  nChanged 2
		SP:Iteration 51Q (42524.400000 sec): 3 clusters
  Score: Raw -2257751.758710 + Penalty 3196.425433 = -2254555.333277
  nChanged 2
		SP:Iteration 52Q (42524.660000 sec): 3 clusters
  Score: Raw -2257752.754360 + Penalty 3196.425433 = -2254556.328927
  nChanged 1
		SP:Iteration 53Q (42524.940000 sec): 3 clusters
  Score: Raw -2257753.578684 + Penalty 3196.425433 = -2254557.153251
  nChanged 1
		SP:Iteration 54Q (42525.240000 sec): 3 clusters
  Score: Raw -2257754.077744 + Penalty 3196.425433 = -2254557.652312
  nChanged 1
		SP:Iteration 55Q (42525.520000 sec): 3 clusters
  Score: Raw -2257754.824422 + Penalty 3196.425433 = -2254558.398989
  nChanged 5
		SP:Iteration 56Q (42525.810000 sec): 3 clusters
  Score: Raw -2257759.028296 + Penalty 3196.425433 = -2254562.602864
  nChanged 8
		SP:Iteration 57Q (42526.080000 sec): 3 clusters
  Score: Raw -2257766.321187 + Penalty 3196.425433 = -2254569.895754
  nChanged 12
		SP:Iteration 58Q (42526.350000 sec): 3 clusters
  Score: Raw -2257773.998689 + Penalty 3196.425433 = -2254577.573256
  nChanged 8
		SP:Iteration 59Q (42526.620000 sec): 3 clusters
  Score: Raw -2257779.859828 + Penalty 3196.425433 = -2254583.434395
  nChanged 8
		SP:Iteration 60F (42526.890000 sec): 3 clusters
  Score: Raw -2257783.237802 + Penalty 3196.425433 = -2254586.812370
  nChanged 3
		SP:Iteration 61Q (42527.210000 sec): 3 clusters
  Score: Raw -2257784.917367 + Penalty 3196.425433 = -2254588.491935
  nChanged 2
		SP:Iteration 62Q (42527.550000 sec): 3 clusters
  Score: Raw -2257785.549489 + Penalty 3196.425433 = -2254589.124057
  nChanged 2
		SP:Iteration 63Q (42527.860000 sec): 3 clusters
  Score: Raw -2257786.378873 + Penalty 3196.425433 = -2254589.953441
  nChanged 2
		SP:Iteration 64Q (42528.080000 sec): 3 clusters
  Score: Raw -2257787.565897 + Penalty 3196.425433 = -2254591.140465
  nChanged 0
		SP:Iteration 65F (42528.370000 sec): 3 clusters
  Score: Raw -2257787.565897 + Penalty 3196.425433 = -2254591.140465
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 35 (1165 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (42528.480000 sec): 2 clusters
  Score: Raw -138230.862594 + Penalty 1147.327409 = -137083.535184
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (42528.580000 sec): 3 clusters
  Score: Raw -137836.386365 + Penalty 2294.654819 = -135541.731546
  nChanged 346
		SP:Iteration 1F (42528.700000 sec): 3 clusters
  Score: Raw -138109.168343 + Penalty 2294.654819 = -135814.513524
  nChanged 83
		SP:Iteration 2F (42528.840000 sec): 3 clusters
  Score: Raw -138190.901624 + Penalty 2294.654819 = -135896.246805
  nChanged 52
		SP:Iteration 3Q (42529.000000 sec): 3 clusters
  Score: Raw -138243.712613 + Penalty 2294.654819 = -135949.057794
  nChanged 36
		SP:Iteration 4Q (42529.120000 sec): 3 clusters
  Score: Raw -138275.446935 + Penalty 2294.654819 = -135980.792116
  nChanged 25
		SP:Iteration 5Q (42529.320000 sec): 3 clusters
  Score: Raw -138293.060024 + Penalty 2294.654819 = -135998.405205
  nChanged 14
		SP:Iteration 6Q (42529.500000 sec): 3 clusters
  Score: Raw -138309.042959 + Penalty 2294.654819 = -136014.388140
  nChanged 18
		SP:Iteration 7Q (42529.650000 sec): 3 clusters
  Score: Raw -138324.972710 + Penalty 2294.654819 = -136030.317891
  nChanged 15
		SP:Iteration 8Q (42529.830000 sec): 3 clusters
  Score: Raw -138338.363357 + Penalty 2294.654819 = -136043.708538
  nChanged 23
		SP:Iteration 9Q (42529.950000 sec): 3 clusters
  Score: Raw -138367.102710 + Penalty 2294.654819 = -136072.447892
  nChanged 28
		SP:Iteration 10Q (42530.100000 sec): 3 clusters
  Score: Raw -138396.655110 + Penalty 2294.654819 = -136102.000291
  nChanged 21
		SP:Iteration 11Q (42530.230000 sec): 3 clusters
  Score: Raw -138434.297324 + Penalty 2294.654819 = -136139.642505
  nChanged 23
		SP:Iteration 12Q (42530.360000 sec): 3 clusters
  Score: Raw -138508.441128 + Penalty 2294.654819 = -136213.786309
  nChanged 32
		SP:Iteration 13Q (42530.480000 sec): 3 clusters
  Score: Raw -138552.073274 + Penalty 2294.654819 = -136257.418455
  nChanged 31
		SP:Iteration 14Q (42530.610000 sec): 3 clusters
  Score: Raw -138578.805583 + Penalty 2294.654819 = -136284.150764
  nChanged 21
		SP:Iteration 15Q (42530.810000 sec): 3 clusters
  Score: Raw -138594.354426 + Penalty 2294.654819 = -136299.699607
  nChanged 12
		SP:Iteration 16Q (42530.960000 sec): 3 clusters
  Score: Raw -138604.356198 + Penalty 2294.654819 = -136309.701379
  nChanged 9
		SP:Iteration 17Q (42531.170000 sec): 3 clusters
  Score: Raw -138609.112419 + Penalty 2294.654819 = -136314.457600
  nChanged 7
		SP:Iteration 18Q (42531.360000 sec): 3 clusters
  Score: Raw -138614.347726 + Penalty 2294.654819 = -136319.692908
  nChanged 7
		SP:Iteration 19Q (42531.520000 sec): 3 clusters
  Score: Raw -138618.101129 + Penalty 2294.654819 = -136323.446310
  nChanged 3
		SP:Iteration 20F (42531.720000 sec): 3 clusters
  Score: Raw -138621.472215 + Penalty 2294.654819 = -136326.817396
  nChanged 5
		SP:Iteration 21Q (42531.850000 sec): 3 clusters
  Score: Raw -138624.578262 + Penalty 2294.654819 = -136329.923443
  nChanged 6
		SP:Iteration 22Q (42532.080000 sec): 3 clusters
  Score: Raw -138628.956563 + Penalty 2294.654819 = -136334.301744
  nChanged 5
		SP:Iteration 23Q (42532.260000 sec): 3 clusters
  Score: Raw -138632.678336 + Penalty 2294.654819 = -136338.023517
  nChanged 7
		SP:Iteration 24Q (42532.380000 sec): 3 clusters
  Score: Raw -138638.931504 + Penalty 2294.654819 = -136344.276685
  nChanged 7
		SP:Iteration 25Q (42532.540000 sec): 3 clusters
  Score: Raw -138644.486103 + Penalty 2294.654819 = -136349.831284
  nChanged 5
		SP:Iteration 26Q (42532.750000 sec): 3 clusters
  Score: Raw -138649.684727 + Penalty 2294.654819 = -136355.029908
  nChanged 3
		SP:Iteration 27Q (42532.920000 sec): 3 clusters
  Score: Raw -138651.601732 + Penalty 2294.654819 = -136356.946913
  nChanged 2
		SP:Iteration 28Q (42533.060000 sec): 3 clusters
  Score: Raw -138652.861277 + Penalty 2294.654819 = -136358.206458
  nChanged 1
		SP:Iteration 29Q (42533.230000 sec): 3 clusters
  Score: Raw -138655.922941 + Penalty 2294.654819 = -136361.268122
  nChanged 0
		SP:Iteration 30F (42533.380000 sec): 3 clusters
  Score: Raw -138655.922941 + Penalty 2294.654819 = -136361.268122
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 36 (692 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (42533.480000 sec): 2 clusters
  Score: Raw -81616.610141 + Penalty 1062.682718 = -80553.927423
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (42533.670000 sec): 3 clusters
  Score: Raw -81452.996875 + Penalty 2125.365436 = -79327.631439
  nChanged 168
		SP:Iteration 1F (42533.900000 sec): 3 clusters
  Score: Raw -81641.332880 + Penalty 2125.365436 = -79515.967444
  nChanged 56
		SP:Iteration 2F (42534.100000 sec): 3 clusters
  Score: Raw -81715.187318 + Penalty 2125.365436 = -79589.821882
  nChanged 36
		SP:Iteration 3F (42534.230000 sec): 3 clusters
  Score: Raw -81764.635401 + Penalty 2125.365436 = -79639.269965
  nChanged 22
		SP:Iteration 4Q (42534.450000 sec): 3 clusters
  Score: Raw -81792.801768 + Penalty 2125.365436 = -79667.436332
  nChanged 10
		SP:Iteration 5Q (42534.630000 sec): 3 clusters
  Score: Raw -81803.022613 + Penalty 2125.365436 = -79677.657178
  nChanged 5
		SP:Iteration 6Q (42534.760000 sec): 3 clusters
  Score: Raw -81810.098470 + Penalty 2125.365436 = -79684.733034
  nChanged 3
		SP:Iteration 7Q (42534.940000 sec): 3 clusters
  Score: Raw -81813.146924 + Penalty 2125.365436 = -79687.781489
  nChanged 2
		SP:Iteration 8Q (42535.100000 sec): 3 clusters
  Score: Raw -81815.030219 + Penalty 2125.365436 = -79689.664784
  nChanged 2
		SP:Iteration 9Q (42535.240000 sec): 3 clusters
  Score: Raw -81816.079126 + Penalty 2125.365436 = -79690.713690
  nChanged 0
		SP:Iteration 10F (42535.420000 sec): 3 clusters
  Score: Raw -81816.079126 + Penalty 2125.365436 = -79690.713690
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 37 (1841 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (42535.500000 sec): 2 clusters
  Score: Raw -236338.479131 + Penalty 1221.685429 = -235116.793702
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (42535.650000 sec): 3 clusters
  Score: Raw -235601.602922 + Penalty 2443.370859 = -233158.232063
  nChanged 649
		SP:Iteration 1F (42535.820000 sec): 3 clusters
  Score: Raw -235991.883033 + Penalty 2443.370859 = -233548.512174
  nChanged 153
		SP:Iteration 2F (42536.040000 sec): 3 clusters
  Score: Raw -236142.251696 + Penalty 2443.370859 = -233698.880838
  nChanged 119
		SP:Iteration 3F (42536.220000 sec): 3 clusters
  Score: Raw -236262.036840 + Penalty 2443.370859 = -233818.665981
  nChanged 95
		SP:Iteration 4F (42536.400000 sec): 3 clusters
  Score: Raw -236342.512809 + Penalty 2443.370859 = -233899.141950
  nChanged 90
		SP:Iteration 5Q (42536.620000 sec): 3 clusters
  Score: Raw -236438.172354 + Penalty 2443.370859 = -233994.801495
  nChanged 84
		SP:Iteration 6Q (42536.840000 sec): 3 clusters
  Score: Raw -236523.480846 + Penalty 2443.370859 = -234080.109987
  nChanged 59
		SP:Iteration 7Q (42537.030000 sec): 3 clusters
  Score: Raw -236582.227422 + Penalty 2443.370859 = -234138.856563
  nChanged 40
		SP:Iteration 8Q (42537.200000 sec): 3 clusters
  Score: Raw -236623.484281 + Penalty 2443.370859 = -234180.113422
  nChanged 40
		SP:Iteration 9Q (42537.360000 sec): 3 clusters
  Score: Raw -236662.310750 + Penalty 2443.370859 = -234218.939891
  nChanged 31
		SP:Iteration 10Q (42537.530000 sec): 3 clusters
  Score: Raw -236690.389355 + Penalty 2443.370859 = -234247.018496
  nChanged 35
		SP:Iteration 11Q (42537.700000 sec): 3 clusters
  Score: Raw -236718.446035 + Penalty 2443.370859 = -234275.075176
  nChanged 23
		SP:Iteration 12Q (42537.800000 sec): 3 clusters
  Score: Raw -236737.806204 + Penalty 2443.370859 = -234294.435345
  nChanged 15
		SP:Iteration 13Q (42537.910000 sec): 3 clusters
  Score: Raw -236747.998199 + Penalty 2443.370859 = -234304.627340
  nChanged 11
		SP:Iteration 14Q (42538.030000 sec): 3 clusters
  Score: Raw -236754.421361 + Penalty 2443.370859 = -234311.050502
  nChanged 8
		SP:Iteration 15Q (42538.220000 sec): 3 clusters
  Score: Raw -236759.786247 + Penalty 2443.370859 = -234316.415388
  nChanged 7
		SP:Iteration 16Q (42538.370000 sec): 3 clusters
  Score: Raw -236763.424634 + Penalty 2443.370859 = -234320.053775
  nChanged 3
		SP:Iteration 17Q (42538.530000 sec): 3 clusters
  Score: Raw -236764.497237 + Penalty 2443.370859 = -234321.126378
  nChanged 1
		SP:Iteration 18Q (42538.740000 sec): 3 clusters
  Score: Raw -236765.040663 + Penalty 2443.370859 = -234321.669804
  nChanged 4
		SP:Iteration 19Q (42538.890000 sec): 3 clusters
  Score: Raw -236766.989520 + Penalty 2443.370859 = -234323.618661
  nChanged 1
		SP:Iteration 20F (42539.010000 sec): 3 clusters
  Score: Raw -236767.193397 + Penalty 2443.370859 = -234323.822538
  nChanged 1
		SP:Iteration 21Q (42539.150000 sec): 3 clusters
  Score: Raw -236767.473752 + Penalty 2443.370859 = -234324.102893
  nChanged 0
		SP:Iteration 22F (42539.280000 sec): 3 clusters
  Score: Raw -236767.473752 + Penalty 2443.370859 = -234324.102893
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 38 (240 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (42539.370000 sec): 2 clusters
  Score: Raw -22724.810688 + Penalty 890.603825 = -21834.206863
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (42539.500000 sec): 3 clusters
  Score: Raw -22887.463548 + Penalty 1781.207650 = -21106.255898
  nChanged 53
		SP:Iteration 1F (42539.660000 sec): 3 clusters
  Score: Raw -23146.809695 + Penalty 1781.207650 = -21365.602045
  nChanged 15
		SP:Iteration 2F (42539.880000 sec): 3 clusters
  Score: Raw -23256.253939 + Penalty 1781.207650 = -21475.046289
  nChanged 12
		SP:Iteration 3Q (42540.090000 sec): 3 clusters
  Score: Raw -23358.218239 + Penalty 1781.207650 = -21577.010589
  nChanged 7
		SP:Iteration 4Q (42540.320000 sec): 3 clusters
  Score: Raw -23421.655419 + Penalty 1781.207650 = -21640.447769
  nChanged 6
		SP:Iteration 5Q (42540.530000 sec): 3 clusters
  Score: Raw -23524.040518 + Penalty 1781.207650 = -21742.832868
  nChanged 4
		SP:Iteration 6Q (42540.680000 sec): 3 clusters
  Score: Raw -23569.086350 + Penalty 1781.207650 = -21787.878700
  nChanged 3
		SP:Iteration 7Q (42540.820000 sec): 3 clusters
  Score: Raw -23601.862662 + Penalty 1781.207650 = -21820.655011
  nChanged 0
		SP:Iteration 8F (42540.950000 sec): 3 clusters
  Score: Raw -23601.862662 + Penalty 1781.207650 = -21820.655011
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 39 (8894 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (42541.070000 sec): 2 clusters
  Score: Raw -1021133.400645 + Penalty 1477.633978 = -1019655.766667
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (42541.290000 sec): 3 clusters
  Score: Raw -1016170.017901 + Penalty 2955.267956 = -1013214.749945
  nChanged 3818
		SP:Iteration 1F (42541.490000 sec): 3 clusters
  Score: Raw -1018381.280067 + Penalty 2955.267956 = -1015426.012111
  nChanged 615
		SP:Iteration 2F (42541.670000 sec): 3 clusters
  Score: Raw -1018702.517787 + Penalty 2955.267956 = -1015747.249831
  nChanged 526
		SP:Iteration 3F (42541.860000 sec): 3 clusters
  Score: Raw -1018988.718390 + Penalty 2955.267956 = -1016033.450435
  nChanged 497
		SP:Iteration 4F (42542.020000 sec): 3 clusters
  Score: Raw -1019297.477756 + Penalty 2955.267956 = -1016342.209801
  nChanged 474
		SP:Iteration 5F (42542.250000 sec): 3 clusters
  Score: Raw -1019591.148371 + Penalty 2955.267956 = -1016635.880415
  nChanged 434
		SP:Iteration 6Q (42542.490000 sec): 3 clusters
  Score: Raw -1019852.423128 + Penalty 2955.267956 = -1016897.155173
  nChanged 389
		SP:Iteration 7Q (42542.690000 sec): 3 clusters
  Score: Raw -1020078.176794 + Penalty 2955.267956 = -1017122.908838
  nChanged 364
		SP:Iteration 8Q (42542.880000 sec): 3 clusters
  Score: Raw -1020291.539241 + Penalty 2955.267956 = -1017336.271286
  nChanged 329
		SP:Iteration 9Q (42543.120000 sec): 3 clusters
  Score: Raw -1020473.628120 + Penalty 2955.267956 = -1017518.360164
  nChanged 286
		SP:Iteration 10Q (42543.320000 sec): 3 clusters
  Score: Raw -1020641.062013 + Penalty 2955.267956 = -1017685.794057
  nChanged 254
		SP:Iteration 11Q (42543.520000 sec): 3 clusters
  Score: Raw -1020770.974984 + Penalty 2955.267956 = -1017815.707028
  nChanged 226
		SP:Iteration 12Q (42543.750000 sec): 3 clusters
  Score: Raw -1020865.807293 + Penalty 2955.267956 = -1017910.539337
  nChanged 192
		SP:Iteration 13Q (42544.000000 sec): 3 clusters
  Score: Raw -1020949.656697 + Penalty 2955.267956 = -1017994.388741
  nChanged 149
		SP:Iteration 14Q (42544.210000 sec): 3 clusters
  Score: Raw -1021016.468629 + Penalty 2955.267956 = -1018061.200673
  nChanged 158
		SP:Iteration 15Q (42544.430000 sec): 3 clusters
  Score: Raw -1021091.087451 + Penalty 2955.267956 = -1018135.819495
  nChanged 171
		SP:Iteration 16Q (42544.620000 sec): 3 clusters
  Score: Raw -1021175.455501 + Penalty 2955.267956 = -1018220.187546
  nChanged 146
		SP:Iteration 17Q (42544.850000 sec): 3 clusters
  Score: Raw -1021246.174590 + Penalty 2955.267956 = -1018290.906634
  nChanged 131
		SP:Iteration 18Q (42545.090000 sec): 3 clusters
  Score: Raw -1021306.608150 + Penalty 2955.267956 = -1018351.340194
  nChanged 123
		SP:Iteration 19Q (42545.340000 sec): 3 clusters
  Score: Raw -1021351.524024 + Penalty 2955.267956 = -1018396.256069
  nChanged 112
		SP:Iteration 20F (42545.480000 sec): 3 clusters
  Score: Raw -1021389.309058 + Penalty 2955.267956 = -1018434.041103
  nChanged 98
		SP:Iteration 21Q (42545.680000 sec): 3 clusters
  Score: Raw -1021421.161288 + Penalty 2955.267956 = -1018465.893333
  nChanged 89
		SP:Iteration 22Q (42545.850000 sec): 3 clusters
  Score: Raw -1021447.561963 + Penalty 2955.267956 = -1018492.294008
  nChanged 75
		SP:Iteration 23Q (42546.080000 sec): 3 clusters
  Score: Raw -1021472.451877 + Penalty 2955.267956 = -1018517.183922
  nChanged 70
		SP:Iteration 24Q (42546.250000 sec): 3 clusters
  Score: Raw -1021498.233762 + Penalty 2955.267956 = -1018542.965807
  nChanged 81
		SP:Iteration 25Q (42546.520000 sec): 3 clusters
  Score: Raw -1021525.100712 + Penalty 2955.267956 = -1018569.832756
  nChanged 76
		SP:Iteration 26Q (42546.680000 sec): 3 clusters
  Score: Raw -1021547.006520 + Penalty 2955.267956 = -1018591.738565
  nChanged 70
		SP:Iteration 27Q (42546.860000 sec): 3 clusters
  Score: Raw -1021567.676570 + Penalty 2955.267956 = -1018612.408614
  nChanged 62
		SP:Iteration 28Q (42547.050000 sec): 3 clusters
  Score: Raw -1021585.978662 + Penalty 2955.267956 = -1018630.710706
  nChanged 71
		SP:Iteration 29Q (42547.310000 sec): 3 clusters
  Score: Raw -1021611.677369 + Penalty 2955.267956 = -1018656.409413
  nChanged 69
		SP:Iteration 30Q (42547.530000 sec): 3 clusters
  Score: Raw -1021631.838383 + Penalty 2955.267956 = -1018676.570427
  nChanged 61
		SP:Iteration 31Q (42547.760000 sec): 3 clusters
  Score: Raw -1021647.833230 + Penalty 2955.267956 = -1018692.565275
  nChanged 59
		SP:Iteration 32Q (42548.020000 sec): 3 clusters
  Score: Raw -1021664.348526 + Penalty 2955.267956 = -1018709.080570
  nChanged 55
		SP:Iteration 33Q (42548.240000 sec): 3 clusters
  Score: Raw -1021680.570510 + Penalty 2955.267956 = -1018725.302554
  nChanged 55
		SP:Iteration 34Q (42548.520000 sec): 3 clusters
  Score: Raw -1021696.631378 + Penalty 2955.267956 = -1018741.363422
  nChanged 65
		SP:Iteration 35Q (42548.750000 sec): 3 clusters
  Score: Raw -1021714.618565 + Penalty 2955.267956 = -1018759.350609
  nChanged 53
		SP:Iteration 36Q (42549.020000 sec): 3 clusters
  Score: Raw -1021729.284307 + Penalty 2955.267956 = -1018774.016351
  nChanged 48
		SP:Iteration 37Q (42549.260000 sec): 3 clusters
  Score: Raw -1021740.849177 + Penalty 2955.267956 = -1018785.581221
  nChanged 47
		SP:Iteration 38Q (42549.450000 sec): 3 clusters
  Score: Raw -1021751.403018 + Penalty 2955.267956 = -1018796.135063
  nChanged 38
		SP:Iteration 39Q (42549.600000 sec): 3 clusters
  Score: Raw -1021760.207069 + Penalty 2955.267956 = -1018804.939113
  nChanged 32
		SP:Iteration 40F (42549.780000 sec): 3 clusters
  Score: Raw -1021765.972227 + Penalty 2955.267956 = -1018810.704271
  nChanged 26
		SP:Iteration 41Q (42549.950000 sec): 3 clusters
  Score: Raw -1021770.485960 + Penalty 2955.267956 = -1018815.218005
  nChanged 32
		SP:Iteration 42Q (42550.130000 sec): 3 clusters
  Score: Raw -1021777.407987 + Penalty 2955.267956 = -1018822.140032
  nChanged 33
		SP:Iteration 43Q (42550.310000 sec): 3 clusters
  Score: Raw -1021784.804153 + Penalty 2955.267956 = -1018829.536197
  nChanged 32
		SP:Iteration 44Q (42550.490000 sec): 3 clusters
  Score: Raw -1021791.926527 + Penalty 2955.267956 = -1018836.658571
  nChanged 30
		SP:Iteration 45Q (42550.670000 sec): 3 clusters
  Score: Raw -1021800.320199 + Penalty 2955.267956 = -1018845.052243
  nChanged 40
		SP:Iteration 46Q (42550.850000 sec): 3 clusters
  Score: Raw -1021810.246747 + Penalty 2955.267956 = -1018854.978791
  nChanged 38
		SP:Iteration 47Q (42551.050000 sec): 3 clusters
  Score: Raw -1021824.798931 + Penalty 2955.267956 = -1018869.530975
  nChanged 49
		SP:Iteration 48Q (42551.230000 sec): 3 clusters
  Score: Raw -1021840.404793 + Penalty 2955.267956 = -1018885.136838
  nChanged 44
		SP:Iteration 49Q (42551.410000 sec): 3 clusters
  Score: Raw -1021853.974584 + Penalty 2955.267956 = -1018898.706628
  nChanged 52
		SP:Iteration 50Q (42551.580000 sec): 3 clusters
  Score: Raw -1021868.770010 + Penalty 2955.267956 = -1018913.502054
  nChanged 52
		SP:Iteration 51Q (42551.750000 sec): 3 clusters
  Score: Raw -1021881.960636 + Penalty 2955.267956 = -1018926.692681
  nChanged 39
		SP:Iteration 52Q (42551.920000 sec): 3 clusters
  Score: Raw -1021892.264531 + Penalty 2955.267956 = -1018936.996576
  nChanged 34
		SP:Iteration 53Q (42552.100000 sec): 3 clusters
  Score: Raw -1021900.653751 + Penalty 2955.267956 = -1018945.385796
  nChanged 35
		SP:Iteration 54Q (42552.270000 sec): 3 clusters
  Score: Raw -1021911.081567 + Penalty 2955.267956 = -1018955.813611
  nChanged 31
		SP:Iteration 55Q (42552.440000 sec): 3 clusters
  Score: Raw -1021919.522239 + Penalty 2955.267956 = -1018964.254283
  nChanged 34
		SP:Iteration 56Q (42552.620000 sec): 3 clusters
  Score: Raw -1021933.647175 + Penalty 2955.267956 = -1018978.379219
  nChanged 34
		SP:Iteration 57Q (42552.780000 sec): 3 clusters
  Score: Raw -1021947.553807 + Penalty 2955.267956 = -1018992.285851
  nChanged 38
		SP:Iteration 58Q (42552.960000 sec): 3 clusters
  Score: Raw -1021959.181411 + Penalty 2955.267956 = -1019003.913456
  nChanged 35
		SP:Iteration 59Q (42553.140000 sec): 3 clusters
  Score: Raw -1021972.736701 + Penalty 2955.267956 = -1019017.468746
  nChanged 42
		SP:Iteration 60F (42553.300000 sec): 3 clusters
  Score: Raw -1021984.196891 + Penalty 2955.267956 = -1019028.928936
  nChanged 35
		SP:Iteration 61Q (42553.480000 sec): 3 clusters
  Score: Raw -1021992.579652 + Penalty 2955.267956 = -1019037.311696
  nChanged 43
		SP:Iteration 62Q (42553.660000 sec): 3 clusters
  Score: Raw -1022008.567372 + Penalty 2955.267956 = -1019053.299416
  nChanged 52
		SP:Iteration 63Q (42553.820000 sec): 3 clusters
  Score: Raw -1022029.324954 + Penalty 2955.267956 = -1019074.056998
  nChanged 46
		SP:Iteration 64Q (42554.000000 sec): 3 clusters
  Score: Raw -1022045.221890 + Penalty 2955.267956 = -1019089.953934
  nChanged 39
		SP:Iteration 65Q (42554.180000 sec): 3 clusters
  Score: Raw -1022059.168665 + Penalty 2955.267956 = -1019103.900710
  nChanged 29
		SP:Iteration 66Q (42554.350000 sec): 3 clusters
  Score: Raw -1022069.154529 + Penalty 2955.267956 = -1019113.886574
  nChanged 32
		SP:Iteration 67Q (42554.520000 sec): 3 clusters
  Score: Raw -1022085.408011 + Penalty 2955.267956 = -1019130.140056
  nChanged 45
		SP:Iteration 68Q (42554.700000 sec): 3 clusters
  Score: Raw -1022111.988502 + Penalty 2955.267956 = -1019156.720546
  nChanged 50
		SP:Iteration 69Q (42554.870000 sec): 3 clusters
  Score: Raw -1022143.094855 + Penalty 2955.267956 = -1019187.826899
  nChanged 54
		SP:Iteration 70Q (42555.040000 sec): 3 clusters
  Score: Raw -1022167.984354 + Penalty 2955.267956 = -1019212.716398
  nChanged 45
		SP:Iteration 71Q (42555.220000 sec): 3 clusters
  Score: Raw -1022185.858088 + Penalty 2955.267956 = -1019230.590133
  nChanged 35
		SP:Iteration 72Q (42555.390000 sec): 3 clusters
  Score: Raw -1022197.546168 + Penalty 2955.267956 = -1019242.278212
  nChanged 38
		SP:Iteration 73Q (42555.560000 sec): 3 clusters
  Score: Raw -1022208.032936 + Penalty 2955.267956 = -1019252.764980
  nChanged 31
		SP:Iteration 74Q (42555.740000 sec): 3 clusters
  Score: Raw -1022217.431972 + Penalty 2955.267956 = -1019262.164016
  nChanged 36
		SP:Iteration 75Q (42555.920000 sec): 3 clusters
  Score: Raw -1022226.485627 + Penalty 2955.267956 = -1019271.217671
  nChanged 29
		SP:Iteration 76Q (42556.090000 sec): 3 clusters
  Score: Raw -1022233.607910 + Penalty 2955.267956 = -1019278.339955
  nChanged 20
		SP:Iteration 77Q (42556.370000 sec): 3 clusters
  Score: Raw -1022239.075034 + Penalty 2955.267956 = -1019283.807079
  nChanged 20
		SP:Iteration 78Q (42556.530000 sec): 3 clusters
  Score: Raw -1022244.346620 + Penalty 2955.267956 = -1019289.078665
  nChanged 22
		SP:Iteration 79Q (42556.730000 sec): 3 clusters
  Score: Raw -1022251.653337 + Penalty 2955.267956 = -1019296.385381
  nChanged 17
		SP:Iteration 80F (42556.990000 sec): 3 clusters
  Score: Raw -1022256.486509 + Penalty 2955.267956 = -1019301.218553
  nChanged 19
		SP:Iteration 81Q (42557.220000 sec): 3 clusters
  Score: Raw -1022262.526632 + Penalty 2955.267956 = -1019307.258676
  nChanged 15
		SP:Iteration 82Q (42557.420000 sec): 3 clusters
  Score: Raw -1022266.131541 + Penalty 2955.267956 = -1019310.863586
  nChanged 16
		SP:Iteration 83Q (42557.600000 sec): 3 clusters
  Score: Raw -1022269.002328 + Penalty 2955.267956 = -1019313.734373
  nChanged 11
		SP:Iteration 84Q (42557.790000 sec): 3 clusters
  Score: Raw -1022272.076487 + Penalty 2955.267956 = -1019316.808532
  nChanged 9
		SP:Iteration 85Q (42558.030000 sec): 3 clusters
  Score: Raw -1022274.762532 + Penalty 2955.267956 = -1019319.494576
  nChanged 12
		SP:Iteration 86Q (42558.290000 sec): 3 clusters
  Score: Raw -1022279.064113 + Penalty 2955.267956 = -1019323.796158
  nChanged 19
		SP:Iteration 87Q (42558.570000 sec): 3 clusters
  Score: Raw -1022282.834982 + Penalty 2955.267956 = -1019327.567026
  nChanged 11
		SP:Iteration 88Q (42558.880000 sec): 3 clusters
  Score: Raw -1022284.511001 + Penalty 2955.267956 = -1019329.243046
  nChanged 8
		SP:Iteration 89Q (42559.060000 sec): 3 clusters
  Score: Raw -1022285.691794 + Penalty 2955.267956 = -1019330.423838
  nChanged 5
		SP:Iteration 90Q (42559.250000 sec): 3 clusters
  Score: Raw -1022286.331911 + Penalty 2955.267956 = -1019331.063955
  nChanged 3
		SP:Iteration 91Q (42559.460000 sec): 3 clusters
  Score: Raw -1022286.896592 + Penalty 2955.267956 = -1019331.628636
  nChanged 4
		SP:Iteration 92Q (42559.680000 sec): 3 clusters
  Score: Raw -1022287.463069 + Penalty 2955.267956 = -1019332.195114
  nChanged 1
		SP:Iteration 93Q (42559.920000 sec): 3 clusters
  Score: Raw -1022287.543123 + Penalty 2955.267956 = -1019332.275168
  nChanged 1
		SP:Iteration 94Q (42560.150000 sec): 3 clusters
  Score: Raw -1022287.696107 + Penalty 2955.267956 = -1019332.428151
  nChanged 1
		SP:Iteration 95Q (42560.360000 sec): 3 clusters
  Score: Raw -1022287.794721 + Penalty 2955.267956 = -1019332.526766
  nChanged 0
		SP:Iteration 96F (42560.500000 sec): 3 clusters
  Score: Raw -1022287.794721 + Penalty 2955.267956 = -1019332.526766
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 40 (198 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (42560.620000 sec): 2 clusters
  Score: Raw -16731.389263 + Penalty 859.343392 = -15872.045871
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (42560.840000 sec): 3 clusters
  Score: Raw -16833.225464 + Penalty 1718.686785 = -15114.538679
  nChanged 33
		SP:Iteration 1F (42560.980000 sec): 3 clusters
  Score: Raw -17001.513269 + Penalty 1718.686785 = -15282.826484
  nChanged 16
		SP:Iteration 2F (42561.190000 sec): 3 clusters
  Score: Raw -17109.870791 + Penalty 1718.686785 = -15391.184006
  nChanged 5
		SP:Iteration 3Q (42561.280000 sec): 3 clusters
  Score: Raw -17133.246961 + Penalty 1718.686785 = -15414.560176
  nChanged 2
		SP:Iteration 4Q (42561.460000 sec): 3 clusters
  Score: Raw -17143.725838 + Penalty 1718.686785 = -15425.039053
  nChanged 0
		SP:Iteration 5F (42561.640000 sec): 3 clusters
  Score: Raw -17143.725838 + Penalty 1718.686785 = -15425.039053
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 41 (1025 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (42561.700000 sec): 2 clusters
  Score: Raw -127382.832955 + Penalty 1126.522782 = -126256.310172
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (42561.830000 sec): 3 clusters
  Score: Raw -127035.007786 + Penalty 2253.045565 = -124781.962222
  nChanged 286
		SP:Iteration 1F (42561.970000 sec): 3 clusters
  Score: Raw -127280.276505 + Penalty 2253.045565 = -125027.230940
  nChanged 60
		SP:Iteration 2F (42562.100000 sec): 3 clusters
  Score: Raw -127330.719918 + Penalty 2253.045565 = -125077.674353
  nChanged 28
		SP:Iteration 3Q (42562.270000 sec): 3 clusters
  Score: Raw -127350.921555 + Penalty 2253.045565 = -125097.875991
  nChanged 16
		SP:Iteration 4Q (42562.480000 sec): 3 clusters
  Score: Raw -127361.310798 + Penalty 2253.045565 = -125108.265233
  nChanged 11
		SP:Iteration 5Q (42562.640000 sec): 3 clusters
  Score: Raw -127371.048714 + Penalty 2253.045565 = -125118.003149
  nChanged 5
		SP:Iteration 6Q (42562.800000 sec): 3 clusters
  Score: Raw -127375.647237 + Penalty 2253.045565 = -125122.601672
  nChanged 6
		SP:Iteration 7Q (42562.980000 sec): 3 clusters
  Score: Raw -127379.161352 + Penalty 2253.045565 = -125126.115787
  nChanged 3
		SP:Iteration 8Q (42563.150000 sec): 3 clusters
  Score: Raw -127383.418584 + Penalty 2253.045565 = -125130.373019
  nChanged 5
		SP:Iteration 9Q (42563.330000 sec): 3 clusters
  Score: Raw -127391.683835 + Penalty 2253.045565 = -125138.638270
  nChanged 11
		SP:Iteration 10Q (42563.510000 sec): 3 clusters
  Score: Raw -127399.904828 + Penalty 2253.045565 = -125146.859263
  nChanged 4
		SP:Iteration 11Q (42563.680000 sec): 3 clusters
  Score: Raw -127402.308330 + Penalty 2253.045565 = -125149.262766
  nChanged 6
		SP:Iteration 12Q (42563.860000 sec): 3 clusters
  Score: Raw -127407.191253 + Penalty 2253.045565 = -125154.145688
  nChanged 5
		SP:Iteration 13Q (42564.030000 sec): 3 clusters
  Score: Raw -127412.562067 + Penalty 2253.045565 = -125159.516502
  nChanged 7
		SP:Iteration 14Q (42564.200000 sec): 3 clusters
  Score: Raw -127415.960072 + Penalty 2253.045565 = -125162.914507
  nChanged 1
		SP:Iteration 15Q (42564.430000 sec): 3 clusters
  Score: Raw -127416.780726 + Penalty 2253.045565 = -125163.735161
  nChanged 0
		SP:Iteration 16F (42564.600000 sec): 3 clusters
  Score: Raw -127416.780726 + Penalty 2253.045565 = -125163.735161
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 42 (423 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (42564.670000 sec): 2 clusters
  Score: Raw -45914.886167 + Penalty 982.697979 = -44932.188188
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (42564.850000 sec): 3 clusters
  Score: Raw -45928.932158 + Penalty 1965.395958 = -43963.536200
  nChanged 97
		SP:Iteration 1F (42565.010000 sec): 3 clusters
  Score: Raw -46131.896140 + Penalty 1965.395958 = -44166.500182
  nChanged 33
		SP:Iteration 2F (42565.100000 sec): 3 clusters
  Score: Raw -46238.584644 + Penalty 1965.395958 = -44273.188685
  nChanged 29
		SP:Iteration 3F (42565.220000 sec): 3 clusters
  Score: Raw -46353.848373 + Penalty 1965.395958 = -44388.452415
  nChanged 16
		SP:Iteration 4Q (42565.400000 sec): 3 clusters
  Score: Raw -46393.084810 + Penalty 1965.395958 = -44427.688851
  nChanged 7
		SP:Iteration 5Q (42565.580000 sec): 3 clusters
  Score: Raw -46412.628640 + Penalty 1965.395958 = -44447.232682
  nChanged 4
		SP:Iteration 6Q (42565.800000 sec): 3 clusters
  Score: Raw -46418.080511 + Penalty 1965.395958 = -44452.684553
  nChanged 3
		SP:Iteration 7Q (42566.010000 sec): 3 clusters
  Score: Raw -46421.445446 + Penalty 1965.395958 = -44456.049487
  nChanged 0
		SP:Iteration 8F (42566.150000 sec): 3 clusters
  Score: Raw -46421.445446 + Penalty 1965.395958 = -44456.049487
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 43 (3028 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (42566.280000 sec): 2 clusters
  Score: Raw -337849.775932 + Penalty 1302.544362 = -336547.231570
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (42566.400000 sec): 3 clusters
  Score: Raw -336417.008355 + Penalty 2605.088725 = -333811.919630
  nChanged 1168
		SP:Iteration 1F (42566.570000 sec): 3 clusters
  Score: Raw -337151.979901 + Penalty 2605.088725 = -334546.891176
  nChanged 262
		SP:Iteration 2F (42566.670000 sec): 3 clusters
  Score: Raw -337380.738415 + Penalty 2605.088725 = -334775.649690
  nChanged 224
		SP:Iteration 3F (42566.800000 sec): 3 clusters
  Score: Raw -337627.348608 + Penalty 2605.088725 = -335022.259883
  nChanged 211
		SP:Iteration 4F (42566.940000 sec): 3 clusters
  Score: Raw -337853.430841 + Penalty 2605.088725 = -335248.342116
  nChanged 198
		SP:Iteration 5F (42567.100000 sec): 3 clusters
  Score: Raw -338076.363199 + Penalty 2605.088725 = -335471.274474
  nChanged 174
		SP:Iteration 6F (42567.300000 sec): 3 clusters
  Score: Raw -338250.926266 + Penalty 2605.088725 = -335645.837541
  nChanged 148
		SP:Iteration 7Q (42567.470000 sec): 3 clusters
  Score: Raw -338375.608112 + Penalty 2605.088725 = -335770.519388
  nChanged 116
		SP:Iteration 8Q (42567.640000 sec): 3 clusters
  Score: Raw -338466.021500 + Penalty 2605.088725 = -335860.932776
  nChanged 78
		SP:Iteration 9Q (42567.860000 sec): 3 clusters
  Score: Raw -338512.847265 + Penalty 2605.088725 = -335907.758540
  nChanged 55
		SP:Iteration 10Q (42568.000000 sec): 3 clusters
  Score: Raw -338544.546217 + Penalty 2605.088725 = -335939.457492
  nChanged 40
		SP:Iteration 11Q (42568.130000 sec): 3 clusters
  Score: Raw -338566.953223 + Penalty 2605.088725 = -335961.864498
  nChanged 32
		SP:Iteration 12Q (42568.260000 sec): 3 clusters
  Score: Raw -338588.547601 + Penalty 2605.088725 = -335983.458877
  nChanged 27
		SP:Iteration 13Q (42568.390000 sec): 3 clusters
  Score: Raw -338604.278882 + Penalty 2605.088725 = -335999.190157
  nChanged 24
		SP:Iteration 14Q (42568.590000 sec): 3 clusters
  Score: Raw -338614.763411 + Penalty 2605.088725 = -336009.674687
  nChanged 20
		SP:Iteration 15Q (42568.820000 sec): 3 clusters
  Score: Raw -338625.002942 + Penalty 2605.088725 = -336019.914217
  nChanged 14
		SP:Iteration 16Q (42568.960000 sec): 3 clusters
  Score: Raw -338632.944032 + Penalty 2605.088725 = -336027.855307
  nChanged 11
		SP:Iteration 17Q (42569.140000 sec): 3 clusters
  Score: Raw -338638.096499 + Penalty 2605.088725 = -336033.007774
  nChanged 12
		SP:Iteration 18Q (42569.260000 sec): 3 clusters
  Score: Raw -338642.389235 + Penalty 2605.088725 = -336037.300511
  nChanged 11
		SP:Iteration 19Q (42569.440000 sec): 3 clusters
  Score: Raw -338646.961823 + Penalty 2605.088725 = -336041.873098
  nChanged 10
		SP:Iteration 20F (42569.630000 sec): 3 clusters
  Score: Raw -338649.502731 + Penalty 2605.088725 = -336044.414006
  nChanged 2
		SP:Iteration 21Q (42569.810000 sec): 3 clusters
  Score: Raw -338651.043265 + Penalty 2605.088725 = -336045.954540
  nChanged 7
		SP:Iteration 22Q (42569.990000 sec): 3 clusters
  Score: Raw -338655.164980 + Penalty 2605.088725 = -336050.076255
  nChanged 5
		SP:Iteration 23Q (42570.180000 sec): 3 clusters
  Score: Raw -338657.521779 + Penalty 2605.088725 = -336052.433054
  nChanged 4
		SP:Iteration 24Q (42570.350000 sec): 3 clusters
  Score: Raw -338658.569814 + Penalty 2605.088725 = -336053.481090
  nChanged 2
		SP:Iteration 25Q (42570.520000 sec): 3 clusters
  Score: Raw -338658.903676 + Penalty 2605.088725 = -336053.814951
  nChanged 0
		SP:Iteration 26F (42570.640000 sec): 3 clusters
  Score: Raw -338658.903676 + Penalty 2605.088725 = -336053.814951
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 44 (546 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (42570.740000 sec): 2 clusters
  Score: Raw -60142.558543 + Penalty 1024.175584 = -59118.382959
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (42570.960000 sec): 3 clusters
  Score: Raw -60090.069441 + Penalty 2048.351167 = -58041.718274
  nChanged 148
		SP:Iteration 1F (42571.180000 sec): 3 clusters
  Score: Raw -60344.221247 + Penalty 2048.351167 = -58295.870080
  nChanged 50
		SP:Iteration 2F (42571.400000 sec): 3 clusters
  Score: Raw -60451.641507 + Penalty 2048.351167 = -58403.290340
  nChanged 20
		SP:Iteration 3Q (42571.550000 sec): 3 clusters
  Score: Raw -60505.772077 + Penalty 2048.351167 = -58457.420910
  nChanged 25
		SP:Iteration 4Q (42571.760000 sec): 3 clusters
  Score: Raw -60563.588118 + Penalty 2048.351167 = -58515.236950
  nChanged 10
		SP:Iteration 5Q (42571.900000 sec): 3 clusters
  Score: Raw -60580.852851 + Penalty 2048.351167 = -58532.501684
  nChanged 11
		SP:Iteration 6Q (42572.030000 sec): 3 clusters
  Score: Raw -60605.781562 + Penalty 2048.351167 = -58557.430395
  nChanged 4
		SP:Iteration 7Q (42572.160000 sec): 3 clusters
  Score: Raw -60610.878695 + Penalty 2048.351167 = -58562.527528
  nChanged 5
		SP:Iteration 8Q (42572.290000 sec): 3 clusters
  Score: Raw -60627.698867 + Penalty 2048.351167 = -58579.347700
  nChanged 7
		SP:Iteration 9Q (42572.390000 sec): 3 clusters
  Score: Raw -60655.523972 + Penalty 2048.351167 = -58607.172805
  nChanged 8
		SP:Iteration 10Q (42572.520000 sec): 3 clusters
  Score: Raw -60675.333516 + Penalty 2048.351167 = -58626.982349
  nChanged 8
		SP:Iteration 11Q (42572.640000 sec): 3 clusters
  Score: Raw -60691.633564 + Penalty 2048.351167 = -58643.282397
  nChanged 8
		SP:Iteration 12Q (42572.750000 sec): 3 clusters
  Score: Raw -60711.836951 + Penalty 2048.351167 = -58663.485784
  nChanged 12
		SP:Iteration 13Q (42572.960000 sec): 3 clusters
  Score: Raw -60750.814406 + Penalty 2048.351167 = -58702.463239
  nChanged 14
		SP:Iteration 14Q (42573.050000 sec): 3 clusters
  Score: Raw -60818.471365 + Penalty 2048.351167 = -58770.120197
  nChanged 16
		SP:Iteration 15Q (42573.140000 sec): 3 clusters
  Score: Raw -60888.103225 + Penalty 2048.351167 = -58839.752057
  nChanged 16
		SP:Iteration 16Q (42573.220000 sec): 3 clusters
  Score: Raw -60948.289661 + Penalty 2048.351167 = -58899.938493
  nChanged 16
		SP:Iteration 17Q (42573.350000 sec): 3 clusters
  Score: Raw -61000.894422 + Penalty 2048.351167 = -58952.543255
  nChanged 15
		SP:Iteration 18Q (42573.470000 sec): 3 clusters
  Score: Raw -61065.046735 + Penalty 2048.351167 = -59016.695567
  nChanged 10
		SP:Iteration 19Q (42573.640000 sec): 3 clusters
  Score: Raw -61103.483458 + Penalty 2048.351167 = -59055.132291
  nChanged 3
		SP:Iteration 20F (42573.830000 sec): 3 clusters
  Score: Raw -61108.995327 + Penalty 2048.351167 = -59060.644160
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 45 (2869 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (42573.940000 sec): 2 clusters
  Score: Raw -354460.725129 + Penalty 1293.779308 = -353166.945822
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (42574.130000 sec): 3 clusters
  Score: Raw -353117.942941 + Penalty 2587.558615 = -350530.384325
  nChanged 1078
		SP:Iteration 1F (42574.350000 sec): 3 clusters
  Score: Raw -353748.563603 + Penalty 2587.558615 = -351161.004987
  nChanged 215
		SP:Iteration 2F (42574.570000 sec): 3 clusters
  Score: Raw -353886.075770 + Penalty 2587.558615 = -351298.517155
  nChanged 151
		SP:Iteration 3F (42574.780000 sec): 3 clusters
  Score: Raw -353975.642994 + Penalty 2587.558615 = -351388.084379
  nChanged 113
		SP:Iteration 4Q (42574.940000 sec): 3 clusters
  Score: Raw -354043.882550 + Penalty 2587.558615 = -351456.323935
  nChanged 100
		SP:Iteration 5Q (42575.090000 sec): 3 clusters
  Score: Raw -354105.454366 + Penalty 2587.558615 = -351517.895751
  nChanged 90
		SP:Iteration 6Q (42575.260000 sec): 3 clusters
  Score: Raw -354162.581389 + Penalty 2587.558615 = -351575.022774
  nChanged 86
		SP:Iteration 7Q (42575.420000 sec): 3 clusters
  Score: Raw -354224.240279 + Penalty 2587.558615 = -351636.681664
  nChanged 89
		SP:Iteration 8Q (42575.610000 sec): 3 clusters
  Score: Raw -354291.153641 + Penalty 2587.558615 = -351703.595026
  nChanged 75
		SP:Iteration 9Q (42575.760000 sec): 3 clusters
  Score: Raw -354346.986867 + Penalty 2587.558615 = -351759.428252
  nChanged 67
		SP:Iteration 10Q (42575.920000 sec): 3 clusters
  Score: Raw -354381.884400 + Penalty 2587.558615 = -351794.325785
  nChanged 58
		SP:Iteration 11Q (42576.110000 sec): 3 clusters
  Score: Raw -354413.865378 + Penalty 2587.558615 = -351826.306763
  nChanged 52
		SP:Iteration 12Q (42576.260000 sec): 3 clusters
  Score: Raw -354448.437357 + Penalty 2587.558615 = -351860.878742
  nChanged 60
		SP:Iteration 13Q (42576.420000 sec): 3 clusters
  Score: Raw -354483.448937 + Penalty 2587.558615 = -351895.890322
  nChanged 53
		SP:Iteration 14Q (42576.610000 sec): 3 clusters
  Score: Raw -354515.384455 + Penalty 2587.558615 = -351927.825840
  nChanged 57
		SP:Iteration 15Q (42576.760000 sec): 3 clusters
  Score: Raw -354544.156593 + Penalty 2587.558615 = -351956.597978
  nChanged 44
		SP:Iteration 16Q (42576.930000 sec): 3 clusters
  Score: Raw -354560.529192 + Penalty 2587.558615 = -351972.970577
  nChanged 24
		SP:Iteration 17Q (42577.110000 sec): 3 clusters
  Score: Raw -354568.480432 + Penalty 2587.558615 = -351980.921817
  nChanged 20
		SP:Iteration 18Q (42577.390000 sec): 3 clusters
  Score: Raw -354576.203388 + Penalty 2587.558615 = -351988.644772
  nChanged 13
		SP:Iteration 19Q (42577.620000 sec): 3 clusters
  Score: Raw -354581.885544 + Penalty 2587.558615 = -351994.326929
  nChanged 13
		SP:Iteration 20F (42577.850000 sec): 3 clusters
  Score: Raw -354588.092318 + Penalty 2587.558615 = -352000.533702
  nChanged 15
		SP:Iteration 21Q (42578.060000 sec): 3 clusters
  Score: Raw -354595.044971 + Penalty 2587.558615 = -352007.486356
  nChanged 16
		SP:Iteration 22Q (42578.270000 sec): 3 clusters
  Score: Raw -354601.659560 + Penalty 2587.558615 = -352014.100945
  nChanged 18
		SP:Iteration 23Q (42578.490000 sec): 3 clusters
  Score: Raw -354611.122444 + Penalty 2587.558615 = -352023.563829
  nChanged 21
		SP:Iteration 24Q (42578.680000 sec): 3 clusters
  Score: Raw -354621.078192 + Penalty 2587.558615 = -352033.519577
  nChanged 25
		SP:Iteration 25Q (42578.870000 sec): 3 clusters
  Score: Raw -354632.723788 + Penalty 2587.558615 = -352045.165173
  nChanged 20
		SP:Iteration 26Q (42579.100000 sec): 3 clusters
  Score: Raw -354640.913491 + Penalty 2587.558615 = -352053.354876
  nChanged 16
		SP:Iteration 27Q (42579.300000 sec): 3 clusters
  Score: Raw -354647.669357 + Penalty 2587.558615 = -352060.110742
  nChanged 12
		SP:Iteration 28Q (42579.550000 sec): 3 clusters
  Score: Raw -354651.676276 + Penalty 2587.558615 = -352064.117661
  nChanged 10
		SP:Iteration 29Q (42579.760000 sec): 3 clusters
  Score: Raw -354654.898793 + Penalty 2587.558615 = -352067.340178
  nChanged 7
		SP:Iteration 30Q (42579.940000 sec): 3 clusters
  Score: Raw -354656.723519 + Penalty 2587.558615 = -352069.164904
  nChanged 5
		SP:Iteration 31Q (42580.110000 sec): 3 clusters
  Score: Raw -354659.240522 + Penalty 2587.558615 = -352071.681907
  nChanged 3
		SP:Iteration 32Q (42580.280000 sec): 3 clusters
  Score: Raw -354660.875352 + Penalty 2587.558615 = -352073.316737
  nChanged 6
		SP:Iteration 33Q (42580.410000 sec): 3 clusters
  Score: Raw -354663.043764 + Penalty 2587.558615 = -352075.485149
  nChanged 5
		SP:Iteration 34Q (42580.540000 sec): 3 clusters
  Score: Raw -354664.708584 + Penalty 2587.558615 = -352077.149969
  nChanged 4
		SP:Iteration 35Q (42580.650000 sec): 3 clusters
  Score: Raw -354665.754841 + Penalty 2587.558615 = -352078.196225
  nChanged 4
		SP:Iteration 36Q (42580.800000 sec): 3 clusters
  Score: Raw -354666.984475 + Penalty 2587.558615 = -352079.425860
  nChanged 7
		SP:Iteration 37Q (42580.970000 sec): 3 clusters
  Score: Raw -354668.751983 + Penalty 2587.558615 = -352081.193368
  nChanged 4
		SP:Iteration 38Q (42581.130000 sec): 3 clusters
  Score: Raw -354669.571412 + Penalty 2587.558615 = -352082.012797
  nChanged 2
		SP:Iteration 39Q (42581.260000 sec): 3 clusters
  Score: Raw -354670.034872 + Penalty 2587.558615 = -352082.476257
  nChanged 2
		SP:Iteration 40F (42581.390000 sec): 3 clusters
  Score: Raw -354670.798740 + Penalty 2587.558615 = -352083.240124
  nChanged 1
		SP:Iteration 41Q (42581.540000 sec): 3 clusters
  Score: Raw -354671.429993 + Penalty 2587.558615 = -352083.871378
  nChanged 3
		SP:Iteration 42Q (42581.740000 sec): 3 clusters
  Score: Raw -354672.427841 + Penalty 2587.558615 = -352084.869226
  nChanged 2
		SP:Iteration 43Q (42581.960000 sec): 3 clusters
  Score: Raw -354673.100260 + Penalty 2587.558615 = -352085.541645
  nChanged 1
		SP:Iteration 44Q (42582.150000 sec): 3 clusters
  Score: Raw -354673.492317 + Penalty 2587.558615 = -352085.933702
  nChanged 1
		SP:Iteration 45Q (42582.380000 sec): 3 clusters
  Score: Raw -354673.620451 + Penalty 2587.558615 = -352086.061836
  nChanged 1
		SP:Iteration 46Q (42582.580000 sec): 3 clusters
  Score: Raw -354673.889728 + Penalty 2587.558615 = -352086.331113
  nChanged 1
		SP:Iteration 47Q (42582.760000 sec): 3 clusters
  Score: Raw -354674.175529 + Penalty 2587.558615 = -352086.616914
  nChanged 0
		SP:Iteration 48F (42582.940000 sec): 3 clusters
  Score: Raw -354674.175529 + Penalty 2587.558615 = -352086.616914
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 46 (3255 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (42583.050000 sec): 2 clusters
  Score: Raw -403204.784668 + Penalty 1314.291478 = -401890.493190
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (42583.200000 sec): 3 clusters
  Score: Raw -401612.419366 + Penalty 2628.582955 = -398983.836411
  nChanged 1227
		SP:Iteration 1F (42583.380000 sec): 3 clusters
  Score: Raw -402313.721171 + Penalty 2628.582955 = -399685.138216
  nChanged 280
		SP:Iteration 2F (42583.540000 sec): 3 clusters
  Score: Raw -402484.475842 + Penalty 2628.582955 = -399855.892887
  nChanged 170
		SP:Iteration 3F (42583.690000 sec): 3 clusters
  Score: Raw -402581.713495 + Penalty 2628.582955 = -399953.130540
  nChanged 134
		SP:Iteration 4Q (42583.890000 sec): 3 clusters
  Score: Raw -402648.980804 + Penalty 2628.582955 = -400020.397849
  nChanged 74
		SP:Iteration 5Q (42584.070000 sec): 3 clusters
  Score: Raw -402687.386651 + Penalty 2628.582955 = -400058.803696
  nChanged 62
		SP:Iteration 6Q (42584.250000 sec): 3 clusters
  Score: Raw -402717.991213 + Penalty 2628.582955 = -400089.408258
  nChanged 58
		SP:Iteration 7Q (42584.400000 sec): 3 clusters
  Score: Raw -402747.089894 + Penalty 2628.582955 = -400118.506939
  nChanged 53
		SP:Iteration 8Q (42584.580000 sec): 3 clusters
  Score: Raw -402773.702704 + Penalty 2628.582955 = -400145.119749
  nChanged 50
		SP:Iteration 9Q (42584.750000 sec): 3 clusters
  Score: Raw -402800.624219 + Penalty 2628.582955 = -400172.041264
  nChanged 56
		SP:Iteration 10Q (42584.930000 sec): 3 clusters
  Score: Raw -402822.716995 + Penalty 2628.582955 = -400194.134040
  nChanged 38
		SP:Iteration 11Q (42585.110000 sec): 3 clusters
  Score: Raw -402843.286826 + Penalty 2628.582955 = -400214.703870
  nChanged 40
		SP:Iteration 12Q (42585.240000 sec): 3 clusters
  Score: Raw -402860.097247 + Penalty 2628.582955 = -400231.514292
  nChanged 35
		SP:Iteration 13Q (42585.380000 sec): 3 clusters
  Score: Raw -402873.942709 + Penalty 2628.582955 = -400245.359754
  nChanged 36
		SP:Iteration 14Q (42585.510000 sec): 3 clusters
  Score: Raw -402887.648247 + Penalty 2628.582955 = -400259.065292
  nChanged 21
		SP:Iteration 15Q (42585.640000 sec): 3 clusters
  Score: Raw -402895.314621 + Penalty 2628.582955 = -400266.731666
  nChanged 16
		SP:Iteration 16Q (42585.770000 sec): 3 clusters
  Score: Raw -402900.946838 + Penalty 2628.582955 = -400272.363883
  nChanged 14
		SP:Iteration 17Q (42585.910000 sec): 3 clusters
  Score: Raw -402904.993180 + Penalty 2628.582955 = -400276.410225
  nChanged 14
		SP:Iteration 18Q (42586.110000 sec): 3 clusters
  Score: Raw -402909.653979 + Penalty 2628.582955 = -400281.071024
  nChanged 15
		SP:Iteration 19Q (42586.250000 sec): 3 clusters
  Score: Raw -402914.992990 + Penalty 2628.582955 = -400286.410035
  nChanged 18
		SP:Iteration 20F (42586.430000 sec): 3 clusters
  Score: Raw -402921.694009 + Penalty 2628.582955 = -400293.111054
  nChanged 18
		SP:Iteration 21Q (42586.580000 sec): 3 clusters
  Score: Raw -402928.756878 + Penalty 2628.582955 = -400300.173923
  nChanged 20
		SP:Iteration 22Q (42586.720000 sec): 3 clusters
  Score: Raw -402940.312885 + Penalty 2628.582955 = -400311.729929
  nChanged 23
		SP:Iteration 23Q (42586.860000 sec): 3 clusters
  Score: Raw -402950.741733 + Penalty 2628.582955 = -400322.158778
  nChanged 18
		SP:Iteration 24Q (42587.010000 sec): 3 clusters
  Score: Raw -402957.512941 + Penalty 2628.582955 = -400328.929986
  nChanged 20
		SP:Iteration 25Q (42587.110000 sec): 3 clusters
  Score: Raw -402966.789937 + Penalty 2628.582955 = -400338.206982
  nChanged 19
		SP:Iteration 26Q (42587.290000 sec): 3 clusters
  Score: Raw -402975.644939 + Penalty 2628.582955 = -400347.061984
  nChanged 20
		SP:Iteration 27Q (42587.430000 sec): 3 clusters
  Score: Raw -402985.239346 + Penalty 2628.582955 = -400356.656391
  nChanged 16
		SP:Iteration 28Q (42587.630000 sec): 3 clusters
  Score: Raw -402991.600576 + Penalty 2628.582955 = -400363.017621
  nChanged 21
		SP:Iteration 29Q (42587.860000 sec): 3 clusters
  Score: Raw -402999.884940 + Penalty 2628.582955 = -400371.301984
  nChanged 24
		SP:Iteration 30Q (42588.020000 sec): 3 clusters
  Score: Raw -403010.965841 + Penalty 2628.582955 = -400382.382886
  nChanged 19
		SP:Iteration 31Q (42588.160000 sec): 3 clusters
  Score: Raw -403020.565739 + Penalty 2628.582955 = -400391.982783
  nChanged 22
		SP:Iteration 32Q (42588.290000 sec): 3 clusters
  Score: Raw -403031.275750 + Penalty 2628.582955 = -400402.692794
  nChanged 30
		SP:Iteration 33Q (42588.480000 sec): 3 clusters
  Score: Raw -403047.405881 + Penalty 2628.582955 = -400418.822926
  nChanged 24
		SP:Iteration 34Q (42588.610000 sec): 3 clusters
  Score: Raw -403056.291538 + Penalty 2628.582955 = -400427.708583
  nChanged 16
		SP:Iteration 35Q (42588.740000 sec): 3 clusters
  Score: Raw -403064.207456 + Penalty 2628.582955 = -400435.624501
  nChanged 20
		SP:Iteration 36Q (42588.880000 sec): 3 clusters
  Score: Raw -403075.708518 + Penalty 2628.582955 = -400447.125562
  nChanged 27
		SP:Iteration 37Q (42589.010000 sec): 3 clusters
  Score: Raw -403091.772193 + Penalty 2628.582955 = -400463.189238
  nChanged 27
		SP:Iteration 38Q (42589.180000 sec): 3 clusters
  Score: Raw -403106.520903 + Penalty 2628.582955 = -400477.937948
  nChanged 25
		SP:Iteration 39Q (42589.360000 sec): 3 clusters
  Score: Raw -403125.059333 + Penalty 2628.582955 = -400496.476378
  nChanged 32
		SP:Iteration 40F (42589.510000 sec): 3 clusters
  Score: Raw -403144.472125 + Penalty 2628.582955 = -400515.889170
  nChanged 40
		SP:Iteration 41Q (42589.640000 sec): 3 clusters
  Score: Raw -403169.840830 + Penalty 2628.582955 = -400541.257875
  nChanged 27
		SP:Iteration 42Q (42589.830000 sec): 3 clusters
  Score: Raw -403188.844490 + Penalty 2628.582955 = -400560.261535
  nChanged 22
		SP:Iteration 43Q (42589.970000 sec): 3 clusters
  Score: Raw -403208.206346 + Penalty 2628.582955 = -400579.623390
  nChanged 28
		SP:Iteration 44Q (42590.180000 sec): 3 clusters
  Score: Raw -403226.420776 + Penalty 2628.582955 = -400597.837820
  nChanged 26
		SP:Iteration 45Q (42590.320000 sec): 3 clusters
  Score: Raw -403242.310125 + Penalty 2628.582955 = -400613.727170
  nChanged 18
		SP:Iteration 46Q (42590.450000 sec): 3 clusters
  Score: Raw -403251.968690 + Penalty 2628.582955 = -400623.385735
  nChanged 19
		SP:Iteration 47Q (42590.610000 sec): 3 clusters
  Score: Raw -403265.811535 + Penalty 2628.582955 = -400637.228579
  nChanged 13
		SP:Iteration 48Q (42590.760000 sec): 3 clusters
  Score: Raw -403274.091063 + Penalty 2628.582955 = -400645.508108
  nChanged 9
		SP:Iteration 49Q (42590.920000 sec): 3 clusters
  Score: Raw -403278.625257 + Penalty 2628.582955 = -400650.042302
  nChanged 6
		SP:Iteration 50Q (42591.090000 sec): 3 clusters
  Score: Raw -403282.889815 + Penalty 2628.582955 = -400654.306859
  nChanged 9
		SP:Iteration 51Q (42591.220000 sec): 3 clusters
  Score: Raw -403288.547722 + Penalty 2628.582955 = -400659.964767
  nChanged 9
		SP:Iteration 52Q (42591.350000 sec): 3 clusters
  Score: Raw -403296.927362 + Penalty 2628.582955 = -400668.344407
  nChanged 12
		SP:Iteration 53Q (42591.490000 sec): 3 clusters
  Score: Raw -403302.729028 + Penalty 2628.582955 = -400674.146073
  nChanged 10
		SP:Iteration 54Q (42591.630000 sec): 3 clusters
  Score: Raw -403311.366303 + Penalty 2628.582955 = -400682.783348
  nChanged 9
		SP:Iteration 55Q (42591.770000 sec): 3 clusters
  Score: Raw -403317.794214 + Penalty 2628.582955 = -400689.211259
  nChanged 6
		SP:Iteration 56Q (42591.860000 sec): 3 clusters
  Score: Raw -403321.283750 + Penalty 2628.582955 = -400692.700795
  nChanged 6
		SP:Iteration 57Q (42592.040000 sec): 3 clusters
  Score: Raw -403327.362349 + Penalty 2628.582955 = -400698.779394
  nChanged 8
		SP:Iteration 58Q (42592.190000 sec): 3 clusters
  Score: Raw -403334.707571 + Penalty 2628.582955 = -400706.124615
  nChanged 11
		SP:Iteration 59Q (42592.330000 sec): 3 clusters
  Score: Raw -403341.758717 + Penalty 2628.582955 = -400713.175762
  nChanged 9
		SP:Iteration 60F (42592.480000 sec): 3 clusters
  Score: Raw -403345.896390 + Penalty 2628.582955 = -400717.313435
  nChanged 5
		SP:Iteration 61Q (42592.660000 sec): 3 clusters
  Score: Raw -403350.937859 + Penalty 2628.582955 = -400722.354904
  nChanged 8
		SP:Iteration 62Q (42592.800000 sec): 3 clusters
  Score: Raw -403358.683412 + Penalty 2628.582955 = -400730.100457
  nChanged 14
		SP:Iteration 63Q (42593.070000 sec): 3 clusters
  Score: Raw -403371.671868 + Penalty 2628.582955 = -400743.088913
  nChanged 12
		SP:Iteration 64Q (42593.220000 sec): 3 clusters
  Score: Raw -403379.317792 + Penalty 2628.582955 = -400750.734836
  nChanged 7
		SP:Iteration 65Q (42593.410000 sec): 3 clusters
  Score: Raw -403385.040955 + Penalty 2628.582955 = -400756.458000
  nChanged 5
		SP:Iteration 66Q (42593.600000 sec): 3 clusters
  Score: Raw -403390.085147 + Penalty 2628.582955 = -400761.502191
  nChanged 4
		SP:Iteration 67Q (42593.740000 sec): 3 clusters
  Score: Raw -403393.011617 + Penalty 2628.582955 = -400764.428662
  nChanged 3
		SP:Iteration 68Q (42593.880000 sec): 3 clusters
  Score: Raw -403394.146734 + Penalty 2628.582955 = -400765.563779
  nChanged 0
		SP:Iteration 69F (42594.080000 sec): 3 clusters
  Score: Raw -403394.146734 + Penalty 2628.582955 = -400765.563779
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 47 (1529 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (42594.160000 sec): 2 clusters
  Score: Raw -182359.592875 + Penalty 1191.509996 = -181168.082879
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (42594.420000 sec): 3 clusters
  Score: Raw -181781.325722 + Penalty 2383.019992 = -179398.305730
  nChanged 502
		SP:Iteration 1F (42594.600000 sec): 3 clusters
  Score: Raw -182119.169026 + Penalty 2383.019992 = -179736.149034
  nChanged 128
		SP:Iteration 2F (42594.730000 sec): 3 clusters
  Score: Raw -182227.084472 + Penalty 2383.019992 = -179844.064480
  nChanged 81
		SP:Iteration 3F (42594.860000 sec): 3 clusters
  Score: Raw -182312.733028 + Penalty 2383.019992 = -179929.713036
  nChanged 74
		SP:Iteration 4Q (42595.110000 sec): 3 clusters
  Score: Raw -182378.597148 + Penalty 2383.019992 = -179995.577156
  nChanged 67
		SP:Iteration 5Q (42595.250000 sec): 3 clusters
  Score: Raw -182434.819434 + Penalty 2383.019992 = -180051.799442
  nChanged 39
		SP:Iteration 6Q (42595.390000 sec): 3 clusters
  Score: Raw -182468.233110 + Penalty 2383.019992 = -180085.213118
  nChanged 46
		SP:Iteration 7Q (42595.530000 sec): 3 clusters
  Score: Raw -182512.730246 + Penalty 2383.019992 = -180129.710254
  nChanged 35
		SP:Iteration 8Q (42595.720000 sec): 3 clusters
  Score: Raw -182539.011126 + Penalty 2383.019992 = -180155.991134
  nChanged 27
		SP:Iteration 9Q (42595.860000 sec): 3 clusters
  Score: Raw -182555.732190 + Penalty 2383.019992 = -180172.712198
  nChanged 23
		SP:Iteration 10Q (42596.010000 sec): 3 clusters
  Score: Raw -182569.876878 + Penalty 2383.019992 = -180186.856886
  nChanged 17
		SP:Iteration 11Q (42596.150000 sec): 3 clusters
  Score: Raw -182583.286517 + Penalty 2383.019992 = -180200.266525
  nChanged 14
		SP:Iteration 12Q (42596.290000 sec): 3 clusters
  Score: Raw -182595.667009 + Penalty 2383.019992 = -180212.647017
  nChanged 13
		SP:Iteration 13Q (42596.410000 sec): 3 clusters
  Score: Raw -182606.376005 + Penalty 2383.019992 = -180223.356013
  nChanged 11
		SP:Iteration 14Q (42596.530000 sec): 3 clusters
  Score: Raw -182618.442743 + Penalty 2383.019992 = -180235.422751
  nChanged 18
		SP:Iteration 15Q (42596.690000 sec): 3 clusters
  Score: Raw -182634.525018 + Penalty 2383.019992 = -180251.505026
  nChanged 16
		SP:Iteration 16Q (42596.790000 sec): 3 clusters
  Score: Raw -182648.676339 + Penalty 2383.019992 = -180265.656347
  nChanged 21
		SP:Iteration 17Q (42596.980000 sec): 3 clusters
  Score: Raw -182661.618422 + Penalty 2383.019992 = -180278.598430
  nChanged 16
		SP:Iteration 18Q (42597.150000 sec): 3 clusters
  Score: Raw -182671.928870 + Penalty 2383.019992 = -180288.908878
  nChanged 13
		SP:Iteration 19Q (42597.260000 sec): 3 clusters
  Score: Raw -182680.307496 + Penalty 2383.019992 = -180297.287504
  nChanged 5
		SP:Iteration 20F (42597.450000 sec): 3 clusters
  Score: Raw -182682.652846 + Penalty 2383.019992 = -180299.632854
  nChanged 4
		SP:Iteration 21Q (42597.780000 sec): 3 clusters
  Score: Raw -182684.934671 + Penalty 2383.019992 = -180301.914679
  nChanged 5
		SP:Iteration 22Q (42597.900000 sec): 3 clusters
  Score: Raw -182687.653853 + Penalty 2383.019992 = -180304.633861
  nChanged 5
		SP:Iteration 23Q (42598.060000 sec): 3 clusters
  Score: Raw -182691.133500 + Penalty 2383.019992 = -180308.113508
  nChanged 8
		SP:Iteration 24Q (42598.210000 sec): 3 clusters
  Score: Raw -182696.109256 + Penalty 2383.019992 = -180313.089264
  nChanged 6
		SP:Iteration 25Q (42598.360000 sec): 3 clusters
  Score: Raw -182699.761329 + Penalty 2383.019992 = -180316.741337
  nChanged 2
		SP:Iteration 26Q (42598.520000 sec): 3 clusters
  Score: Raw -182700.822804 + Penalty 2383.019992 = -180317.802812
  nChanged 1
		SP:Iteration 27Q (42598.680000 sec): 3 clusters
  Score: Raw -182701.786426 + Penalty 2383.019992 = -180318.766434
  nChanged 3
		SP:Iteration 28Q (42598.850000 sec): 3 clusters
  Score: Raw -182704.389176 + Penalty 2383.019992 = -180321.369184
  nChanged 3
		SP:Iteration 29Q (42599.010000 sec): 3 clusters
  Score: Raw -182705.649232 + Penalty 2383.019992 = -180322.629240
  nChanged 5
		SP:Iteration 30Q (42599.170000 sec): 3 clusters
  Score: Raw -182711.413879 + Penalty 2383.019992 = -180328.393887
  nChanged 1
		SP:Iteration 31Q (42599.330000 sec): 3 clusters
  Score: Raw -182711.620196 + Penalty 2383.019992 = -180328.600204
  nChanged 0
		SP:Iteration 32F (42599.500000 sec): 3 clusters
  Score: Raw -182711.620196 + Penalty 2383.019992 = -180328.600204
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 48 (1271 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (42599.580000 sec): 2 clusters
  Score: Raw -149713.174754 + Penalty 1161.478382 = -148551.696372
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (42599.750000 sec): 3 clusters
  Score: Raw -149328.070057 + Penalty 2322.956763 = -147005.113294
  nChanged 410
		SP:Iteration 1F (42599.930000 sec): 3 clusters
  Score: Raw -149852.266557 + Penalty 2322.956763 = -147529.309794
  nChanged 146
		SP:Iteration 2F (42600.140000 sec): 3 clusters
  Score: Raw -150166.776487 + Penalty 2322.956763 = -147843.819724
  nChanged 115
		SP:Iteration 3F (42600.250000 sec): 3 clusters
  Score: Raw -150362.605376 + Penalty 2322.956763 = -148039.648613
  nChanged 71
		SP:Iteration 4F (42600.420000 sec): 3 clusters
  Score: Raw -150458.426929 + Penalty 2322.956763 = -148135.470166
  nChanged 47
		SP:Iteration 5Q (42600.580000 sec): 3 clusters
  Score: Raw -150509.988790 + Penalty 2322.956763 = -148187.032027
  nChanged 22
		SP:Iteration 6Q (42600.740000 sec): 3 clusters
  Score: Raw -150529.073517 + Penalty 2322.956763 = -148206.116754
  nChanged 9
		SP:Iteration 7Q (42600.910000 sec): 3 clusters
  Score: Raw -150537.549774 + Penalty 2322.956763 = -148214.593011
  nChanged 8
		SP:Iteration 8Q (42601.070000 sec): 3 clusters
  Score: Raw -150544.488510 + Penalty 2322.956763 = -148221.531746
  nChanged 8
		SP:Iteration 9Q (42601.240000 sec): 3 clusters
  Score: Raw -150549.861642 + Penalty 2322.956763 = -148226.904879
  nChanged 2
		SP:Iteration 10Q (42601.400000 sec): 3 clusters
  Score: Raw -150551.953462 + Penalty 2322.956763 = -148228.996699
  nChanged 4
		SP:Iteration 11Q (42601.560000 sec): 3 clusters
  Score: Raw -150554.940588 + Penalty 2322.956763 = -148231.983825
  nChanged 0
		SP:Iteration 12F (42601.720000 sec): 3 clusters
  Score: Raw -150554.940588 + Penalty 2322.956763 = -148231.983825
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 50 (8306 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (42601.830000 sec): 2 clusters
  Score: Raw -1007354.192784 + Penalty 1466.519181 = -1005887.673602
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (42602.060000 sec): 3 clusters
  Score: Raw -1002731.269900 + Penalty 2933.038363 = -999798.231537
  nChanged 3571
		SP:Iteration 1F (42602.230000 sec): 3 clusters
  Score: Raw -1004610.737667 + Penalty 2933.038363 = -1001677.699305
  nChanged 427
		SP:Iteration 2F (42602.360000 sec): 3 clusters
  Score: Raw -1004777.908147 + Penalty 2933.038363 = -1001844.869784
  nChanged 332
		SP:Iteration 3Q (42602.540000 sec): 3 clusters
  Score: Raw -1004904.703083 + Penalty 2933.038363 = -1001971.664720
  nChanged 297
		SP:Iteration 4Q (42602.710000 sec): 3 clusters
  Score: Raw -1005006.111860 + Penalty 2933.038363 = -1002073.073497
  nChanged 244
		SP:Iteration 5Q (42602.890000 sec): 3 clusters
  Score: Raw -1005078.021207 + Penalty 2933.038363 = -1002144.982844
  nChanged 218
		SP:Iteration 6Q (42603.070000 sec): 3 clusters
  Score: Raw -1005144.015658 + Penalty 2933.038363 = -1002210.977295
  nChanged 196
		SP:Iteration 7Q (42603.290000 sec): 3 clusters
  Score: Raw -1005196.547490 + Penalty 2933.038363 = -1002263.509128
  nChanged 161
		SP:Iteration 8Q (42603.470000 sec): 3 clusters
  Score: Raw -1005240.998117 + Penalty 2933.038363 = -1002307.959755
  nChanged 164
		SP:Iteration 9Q (42603.650000 sec): 3 clusters
  Score: Raw -1005283.307026 + Penalty 2933.038363 = -1002350.268663
  nChanged 159
		SP:Iteration 10Q (42603.830000 sec): 3 clusters
  Score: Raw -1005324.295951 + Penalty 2933.038363 = -1002391.257588
  nChanged 161
		SP:Iteration 11Q (42604.010000 sec): 3 clusters
  Score: Raw -1005370.215278 + Penalty 2933.038363 = -1002437.176915
  nChanged 179
		SP:Iteration 12Q (42604.190000 sec): 3 clusters
  Score: Raw -1005425.951767 + Penalty 2933.038363 = -1002492.913404
  nChanged 211
		SP:Iteration 13Q (42604.370000 sec): 3 clusters
  Score: Raw -1005502.860859 + Penalty 2933.038363 = -1002569.822496
  nChanged 236
		SP:Iteration 14Q (42604.540000 sec): 3 clusters
  Score: Raw -1005596.453970 + Penalty 2933.038363 = -1002663.415607
  nChanged 267
		SP:Iteration 15Q (42604.730000 sec): 3 clusters
  Score: Raw -1005713.747699 + Penalty 2933.038363 = -1002780.709336
  nChanged 291
		SP:Iteration 16Q (42604.900000 sec): 3 clusters
  Score: Raw -1005851.109030 + Penalty 2933.038363 = -1002918.070667
  nChanged 316
		SP:Iteration 17Q (42605.080000 sec): 3 clusters
  Score: Raw -1006021.091318 + Penalty 2933.038363 = -1003088.052955
  nChanged 338
		SP:Iteration 18Q (42605.300000 sec): 3 clusters
  Score: Raw -1006231.658692 + Penalty 2933.038363 = -1003298.620329
  nChanged 338
		SP:Iteration 19Q (42605.480000 sec): 3 clusters
  Score: Raw -1006444.308205 + Penalty 2933.038363 = -1003511.269842
  nChanged 291
		SP:Iteration 20F (42605.740000 sec): 3 clusters
  Score: Raw -1006652.662546 + Penalty 2933.038363 = -1003719.624184
  nChanged 259
		SP:Iteration 21Q (42605.960000 sec): 3 clusters
  Score: Raw -1006853.528065 + Penalty 2933.038363 = -1003920.489702
  nChanged 219
		SP:Iteration 22Q (42606.190000 sec): 3 clusters
  Score: Raw -1007012.677153 + Penalty 2933.038363 = -1004079.638790
  nChanged 169
		SP:Iteration 23Q (42606.480000 sec): 3 clusters
  Score: Raw -1007145.219755 + Penalty 2933.038363 = -1004212.181392
  nChanged 136
		SP:Iteration 24Q (42606.670000 sec): 3 clusters
  Score: Raw -1007265.773887 + Penalty 2933.038363 = -1004332.735524
  nChanged 83
		SP:Iteration 25Q (42606.910000 sec): 3 clusters
  Score: Raw -1007349.934150 + Penalty 2933.038363 = -1004416.895787
  nChanged 66
		SP:Iteration 26Q (42607.140000 sec): 3 clusters
  Score: Raw -1007411.897661 + Penalty 2933.038363 = -1004478.859298
  nChanged 32
		SP:Iteration 27Q (42607.330000 sec): 3 clusters
  Score: Raw -1007446.643776 + Penalty 2933.038363 = -1004513.605414
  nChanged 28
		SP:Iteration 28Q (42607.540000 sec): 3 clusters
  Score: Raw -1007471.674800 + Penalty 2933.038363 = -1004538.636437
  nChanged 22
		SP:Iteration 29Q (42607.750000 sec): 3 clusters
  Score: Raw -1007490.531970 + Penalty 2933.038363 = -1004557.493608
  nChanged 15
		SP:Iteration 30Q (42607.960000 sec): 3 clusters
  Score: Raw -1007508.309121 + Penalty 2933.038363 = -1004575.270759
  nChanged 13
		SP:Iteration 31Q (42608.150000 sec): 3 clusters
  Score: Raw -1007517.262685 + Penalty 2933.038363 = -1004584.224322
  nChanged 6
		SP:Iteration 32Q (42608.340000 sec): 3 clusters
  Score: Raw -1007524.473871 + Penalty 2933.038363 = -1004591.435509
  nChanged 4
		SP:Iteration 33Q (42608.560000 sec): 3 clusters
  Score: Raw -1007527.830203 + Penalty 2933.038363 = -1004594.791840
  nChanged 4
		SP:Iteration 34Q (42608.780000 sec): 3 clusters
  Score: Raw -1007529.873656 + Penalty 2933.038363 = -1004596.835293
  nChanged 2
		SP:Iteration 35Q (42609.040000 sec): 3 clusters
  Score: Raw -1007531.193192 + Penalty 2933.038363 = -1004598.154829
  nChanged 3
		SP:Iteration 36Q (42609.310000 sec): 3 clusters
  Score: Raw -1007532.942079 + Penalty 2933.038363 = -1004599.903716
  nChanged 0
		SP:Iteration 37F (42609.510000 sec): 3 clusters
  Score: Raw -1007532.942079 + Penalty 2933.038363 = -1004599.903716
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 51 (381 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (42609.660000 sec): 2 clusters
  Score: Raw -36659.761933 + Penalty 965.704898 = -35694.057035
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (42609.820000 sec): 3 clusters
  Score: Raw -36668.834748 + Penalty 1931.409797 = -34737.424951
  nChanged 91
		SP:Iteration 1F (42610.040000 sec): 3 clusters
  Score: Raw -36894.438518 + Penalty 1931.409797 = -34963.028721
  nChanged 22
		SP:Iteration 2F (42610.200000 sec): 3 clusters
  Score: Raw -36955.988028 + Penalty 1931.409797 = -35024.578231
  nChanged 11
		SP:Iteration 3Q (42610.330000 sec): 3 clusters
  Score: Raw -36988.497058 + Penalty 1931.409797 = -35057.087261
  nChanged 8
		SP:Iteration 4Q (42610.440000 sec): 3 clusters
  Score: Raw -37006.552121 + Penalty 1931.409797 = -35075.142324
  nChanged 9
		SP:Iteration 5Q (42610.630000 sec): 3 clusters
  Score: Raw -37044.541707 + Penalty 1931.409797 = -35113.131910
  nChanged 6
		SP:Iteration 6Q (42610.760000 sec): 3 clusters
  Score: Raw -37061.134375 + Penalty 1931.409797 = -35129.724578
  nChanged 6
		SP:Iteration 7Q (42610.900000 sec): 3 clusters
  Score: Raw -37076.006789 + Penalty 1931.409797 = -35144.596992
  nChanged 6
		SP:Iteration 8Q (42610.990000 sec): 3 clusters
  Score: Raw -37094.150996 + Penalty 1931.409797 = -35162.741199
  nChanged 4
		SP:Iteration 9Q (42611.140000 sec): 3 clusters
  Score: Raw -37108.464882 + Penalty 1931.409797 = -35177.055085
  nChanged 4
		SP:Iteration 10Q (42611.280000 sec): 3 clusters
  Score: Raw -37111.312872 + Penalty 1931.409797 = -35179.903075
  nChanged 1
		SP:Iteration 11Q (42611.420000 sec): 3 clusters
  Score: Raw -37112.365936 + Penalty 1931.409797 = -35180.956139
  nChanged 1
		SP:Iteration 12Q (42611.550000 sec): 3 clusters
  Score: Raw -37112.627030 + Penalty 1931.409797 = -35181.217233
  nChanged 0
		SP:Iteration 13F (42611.690000 sec): 3 clusters
  Score: Raw -37112.627030 + Penalty 1931.409797 = -35181.217233
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 52 (70 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (42611.780000 sec): 2 clusters
  Score: Raw -8367.593386 + Penalty 690.380477 = -7677.212909
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (42611.940000 sec): 3 clusters
  Score: Raw -8598.257759 + Penalty 1380.760954 = -7217.496805
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 53 (12739 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (42612.150000 sec): 2 clusters
  Score: Raw -1555694.328675 + Penalty 1536.018808 = -1554158.309867
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (42612.430000 sec): 3 clusters
  Score: Raw -1548308.225102 + Penalty 3072.037616 = -1545236.187487
  nChanged 5620
		SP:Iteration 1F (42612.660000 sec): 3 clusters
  Score: Raw -1551381.037696 + Penalty 3072.037616 = -1548309.000080
  nChanged 747
		SP:Iteration 2F (42612.960000 sec): 3 clusters
  Score: Raw -1551739.068553 + Penalty 3072.037616 = -1548667.030937
  nChanged 745
		SP:Iteration 3F (42613.210000 sec): 3 clusters
  Score: Raw -1552084.249461 + Penalty 3072.037616 = -1549012.211845
  nChanged 684
		SP:Iteration 4F (42613.480000 sec): 3 clusters
  Score: Raw -1552441.859426 + Penalty 3072.037616 = -1549369.821810
  nChanged 669
		SP:Iteration 5F (42613.790000 sec): 3 clusters
  Score: Raw -1552813.723714 + Penalty 3072.037616 = -1549741.686098
  nChanged 675
		SP:Iteration 6F (42614.040000 sec): 3 clusters
  Score: Raw -1553198.720592 + Penalty 3072.037616 = -1550126.682976
  nChanged 617
		SP:Iteration 7Q (42614.330000 sec): 3 clusters
  Score: Raw -1553603.899326 + Penalty 3072.037616 = -1550531.861710
  nChanged 639
		SP:Iteration 8F (42614.550000 sec): 3 clusters
  Score: Raw -1554061.998588 + Penalty 3072.037616 = -1550989.960972
  nChanged 539
		SP:Iteration 9Q (42614.860000 sec): 3 clusters
  Score: Raw -1554485.725087 + Penalty 3072.037616 = -1551413.687471
  nChanged 471
		SP:Iteration 10Q (42615.130000 sec): 3 clusters
  Score: Raw -1554864.853448 + Penalty 3072.037616 = -1551792.815832
  nChanged 364
		SP:Iteration 11Q (42615.440000 sec): 3 clusters
  Score: Raw -1555164.080447 + Penalty 3072.037616 = -1552092.042831
  nChanged 280
		SP:Iteration 12Q (42615.780000 sec): 3 clusters
  Score: Raw -1555403.599645 + Penalty 3072.037616 = -1552331.562029
  nChanged 191
		SP:Iteration 13Q (42616.000000 sec): 3 clusters
  Score: Raw -1555561.000850 + Penalty 3072.037616 = -1552488.963234
  nChanged 134
		SP:Iteration 14Q (42616.240000 sec): 3 clusters
  Score: Raw -1555663.369096 + Penalty 3072.037616 = -1552591.331481
  nChanged 104
		SP:Iteration 15Q (42616.510000 sec): 3 clusters
  Score: Raw -1555755.711404 + Penalty 3072.037616 = -1552683.673788
  nChanged 79
		SP:Iteration 16Q (42616.690000 sec): 3 clusters
  Score: Raw -1555819.820260 + Penalty 3072.037616 = -1552747.782645
  nChanged 56
		SP:Iteration 17Q (42616.960000 sec): 3 clusters
  Score: Raw -1555860.873700 + Penalty 3072.037616 = -1552788.836084
  nChanged 38
		SP:Iteration 18Q (42617.150000 sec): 3 clusters
  Score: Raw -1555888.203100 + Penalty 3072.037616 = -1552816.165484
  nChanged 30
		SP:Iteration 19Q (42617.390000 sec): 3 clusters
  Score: Raw -1555912.716422 + Penalty 3072.037616 = -1552840.678806
  nChanged 22
		SP:Iteration 20F (42617.670000 sec): 3 clusters
  Score: Raw -1555925.599267 + Penalty 3072.037616 = -1552853.561652
  nChanged 10
		SP:Iteration 21Q (42617.910000 sec): 3 clusters
  Score: Raw -1555933.650120 + Penalty 3072.037616 = -1552861.612504
  nChanged 13
		SP:Iteration 22Q (42618.140000 sec): 3 clusters
  Score: Raw -1555941.340146 + Penalty 3072.037616 = -1552869.302530
  nChanged 6
		SP:Iteration 23Q (42618.350000 sec): 3 clusters
  Score: Raw -1555946.013422 + Penalty 3072.037616 = -1552873.975806
  nChanged 6
		SP:Iteration 24Q (42618.620000 sec): 3 clusters
  Score: Raw -1555948.903066 + Penalty 3072.037616 = -1552876.865450
  nChanged 3
		SP:Iteration 25Q (42618.840000 sec): 3 clusters
  Score: Raw -1555949.631619 + Penalty 3072.037616 = -1552877.594003
  nChanged 0
		SP:Iteration 26F (42619.160000 sec): 3 clusters
  Score: Raw -1555949.631619 + Penalty 3072.037616 = -1552877.594003
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 54 (296 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (42619.220000 sec): 2 clusters
  Score: Raw -27137.621032 + Penalty 924.683411 = -26212.937621
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (42619.410000 sec): 3 clusters
  Score: Raw -27254.354075 + Penalty 1849.366823 = -25404.987252
  nChanged 80
		SP:Iteration 1F (42619.610000 sec): 3 clusters
  Score: Raw -27471.534046 + Penalty 1849.366823 = -25622.167223
  nChanged 23
		SP:Iteration 2F (42619.740000 sec): 3 clusters
  Score: Raw -27570.443132 + Penalty 1849.366823 = -25721.076310
  nChanged 14
		SP:Iteration 3Q (42619.910000 sec): 3 clusters
  Score: Raw -27616.667387 + Penalty 1849.366823 = -25767.300565
  nChanged 4
		SP:Iteration 4Q (42620.060000 sec): 3 clusters
  Score: Raw -27637.433444 + Penalty 1849.366823 = -25788.066621
  nChanged 2
		SP:Iteration 5Q (42620.200000 sec): 3 clusters
  Score: Raw -27645.934344 + Penalty 1849.366823 = -25796.567521
  nChanged 3
		SP:Iteration 6Q (42620.370000 sec): 3 clusters
  Score: Raw -27654.970923 + Penalty 1849.366823 = -25805.604100
  nChanged 0
		SP:Iteration 7F (42620.540000 sec): 3 clusters
  Score: Raw -27654.970923 + Penalty 1849.366823 = -25805.604100
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 55 (9071 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (42620.670000 sec): 2 clusters
  Score: Raw -1138637.501038 + Penalty 1480.836141 = -1137156.664897
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (42620.840000 sec): 3 clusters
  Score: Raw -1133533.174451 + Penalty 2961.672282 = -1130571.502169
  nChanged 3864
		SP:Iteration 1F (42621.040000 sec): 3 clusters
  Score: Raw -1135624.449215 + Penalty 2961.672282 = -1132662.776933
  nChanged 605
		SP:Iteration 2F (42621.220000 sec): 3 clusters
  Score: Raw -1135920.705822 + Penalty 2961.672282 = -1132959.033540
  nChanged 509
		SP:Iteration 3F (42621.480000 sec): 3 clusters
  Score: Raw -1136211.630668 + Penalty 2961.672282 = -1133249.958386
  nChanged 507
		SP:Iteration 4F (42621.700000 sec): 3 clusters
  Score: Raw -1136477.687296 + Penalty 2961.672282 = -1133516.015014
  nChanged 463
		SP:Iteration 5F (42621.900000 sec): 3 clusters
  Score: Raw -1136700.408508 + Penalty 2961.672282 = -1133738.736226
  nChanged 413
		SP:Iteration 6Q (42622.120000 sec): 3 clusters
  Score: Raw -1136884.111302 + Penalty 2961.672282 = -1133922.439020
  nChanged 360
		SP:Iteration 7Q (42622.330000 sec): 3 clusters
  Score: Raw -1137045.675331 + Penalty 2961.672282 = -1134084.003050
  nChanged 332
		SP:Iteration 8Q (42622.580000 sec): 3 clusters
  Score: Raw -1137212.178160 + Penalty 2961.672282 = -1134250.505878
  nChanged 344
		SP:Iteration 9Q (42622.840000 sec): 3 clusters
  Score: Raw -1137395.423017 + Penalty 2961.672282 = -1134433.750735
  nChanged 351
		SP:Iteration 10Q (42623.090000 sec): 3 clusters
  Score: Raw -1137595.675530 + Penalty 2961.672282 = -1134634.003248
  nChanged 364
		SP:Iteration 11Q (42623.330000 sec): 3 clusters
  Score: Raw -1137828.793717 + Penalty 2961.672282 = -1134867.121435
  nChanged 377
		SP:Iteration 12Q (42623.520000 sec): 3 clusters
  Score: Raw -1138095.691796 + Penalty 2961.672282 = -1135134.019514
  nChanged 360
		SP:Iteration 13Q (42623.770000 sec): 3 clusters
  Score: Raw -1138379.271437 + Penalty 2961.672282 = -1135417.599155
  nChanged 313
		SP:Iteration 14Q (42624.060000 sec): 3 clusters
  Score: Raw -1138630.359101 + Penalty 2961.672282 = -1135668.686819
  nChanged 214
		SP:Iteration 15Q (42624.410000 sec): 3 clusters
  Score: Raw -1138810.289278 + Penalty 2961.672282 = -1135848.616996
  nChanged 164
		SP:Iteration 16Q (42624.650000 sec): 3 clusters
  Score: Raw -1138950.661036 + Penalty 2961.672282 = -1135988.988754
  nChanged 98
		SP:Iteration 17Q (42624.890000 sec): 3 clusters
  Score: Raw -1139049.415334 + Penalty 2961.672282 = -1136087.743052
  nChanged 56
		SP:Iteration 18Q (42625.120000 sec): 3 clusters
  Score: Raw -1139111.099022 + Penalty 2961.672282 = -1136149.426740
  nChanged 38
		SP:Iteration 19Q (42625.370000 sec): 3 clusters
  Score: Raw -1139152.634251 + Penalty 2961.672282 = -1136190.961969
  nChanged 24
		SP:Iteration 20F (42625.670000 sec): 3 clusters
  Score: Raw -1139180.383389 + Penalty 2961.672282 = -1136218.711107
  nChanged 18
		SP:Iteration 21Q (42625.790000 sec): 3 clusters
  Score: Raw -1139208.747466 + Penalty 2961.672282 = -1136247.075184
  nChanged 24
		SP:Iteration 22Q (42625.990000 sec): 3 clusters
  Score: Raw -1139233.381612 + Penalty 2961.672282 = -1136271.709330
  nChanged 9
		SP:Iteration 23Q (42626.200000 sec): 3 clusters
  Score: Raw -1139241.624740 + Penalty 2961.672282 = -1136279.952458
  nChanged 7
		SP:Iteration 24Q (42626.380000 sec): 3 clusters
  Score: Raw -1139248.491164 + Penalty 2961.672282 = -1136286.818882
  nChanged 0
		SP:Iteration 25F (42626.610000 sec): 3 clusters
  Score: Raw -1139248.491164 + Penalty 2961.672282 = -1136286.818882
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 56 (165 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (42626.790000 sec): 2 clusters
  Score: Raw -19829.774858 + Penalty 829.716140 = -19000.058718
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (42626.870000 sec): 3 clusters
  Score: Raw -19960.712332 + Penalty 1659.432279 = -18301.280053
  nChanged 21
		SP:Iteration 1F (42627.020000 sec): 3 clusters
  Score: Raw -20025.044143 + Penalty 1659.432279 = -18365.611864
  nChanged 3
		SP:Iteration 2Q (42627.150000 sec): 3 clusters
  Score: Raw -20032.050968 + Penalty 1659.432279 = -18372.618689
  nChanged 1
		SP:Iteration 3Q (42627.340000 sec): 3 clusters
  Score: Raw -20040.905313 + Penalty 1659.432279 = -18381.473034
  nChanged 1
		SP:Iteration 4Q (42627.580000 sec): 3 clusters
  Score: Raw -20048.811838 + Penalty 1659.432279 = -18389.379559
  nChanged 0
		SP:Iteration 5F (42627.710000 sec): 3 clusters
  Score: Raw -20048.811838 + Penalty 1659.432279 = -18389.379559
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 57 (33852 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (42627.980000 sec): 2 clusters
  Score: Raw -4097818.037425 + Penalty 1694.834921 = -4096123.202504
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (42628.390000 sec): 3 clusters
  Score: Raw -4076695.343642 + Penalty 3389.669842 = -4073305.673799
  nChanged 15760
		SP:Iteration 1F (42628.750000 sec): 3 clusters
  Score: Raw -4085404.250608 + Penalty 3389.669842 = -4082014.580766
  nChanged 1341
		SP:Iteration 2Q (42629.090000 sec): 3 clusters
  Score: Raw -4085778.483780 + Penalty 3389.669842 = -4082388.813937
  nChanged 1325
		SP:Iteration 3Q (42629.500000 sec): 3 clusters
  Score: Raw -4086177.169989 + Penalty 3389.669842 = -4082787.500146
  nChanged 1349
		SP:Iteration 4Q (42629.910000 sec): 3 clusters
  Score: Raw -4086615.679950 + Penalty 3389.669842 = -4083226.010107
  nChanged 1370
		SP:Iteration 5Q (42630.380000 sec): 3 clusters
  Score: Raw -4087145.090103 + Penalty 3389.669842 = -4083755.420260
  nChanged 1567
		SP:Iteration 6Q (42630.700000 sec): 3 clusters
  Score: Raw -4087910.833500 + Penalty 3389.669842 = -4084521.163658
  nChanged 1885
		SP:Iteration 7F (42631.120000 sec): 3 clusters
  Score: Raw -4089035.839260 + Penalty 3389.669842 = -4085646.169417
  nChanged 2290
		SP:Iteration 8F (42631.490000 sec): 3 clusters
  Score: Raw -4090695.803942 + Penalty 3389.669842 = -4087306.134100
  nChanged 2471
		SP:Iteration 9F (42631.840000 sec): 3 clusters
  Score: Raw -4092808.080529 + Penalty 3389.669842 = -4089418.410687
  nChanged 2281
		SP:Iteration 10F (42632.210000 sec): 3 clusters
  Score: Raw -4094963.072173 + Penalty 3389.669842 = -4091573.402330
  nChanged 1633
		SP:Iteration 11Q (42632.560000 sec): 3 clusters
  Score: Raw -4096513.528020 + Penalty 3389.669842 = -4093123.858178
  nChanged 924
		SP:Iteration 12Q (42633.040000 sec): 3 clusters
  Score: Raw -4097333.706242 + Penalty 3389.669842 = -4093944.036399
  nChanged 441
		SP:Iteration 13Q (42633.480000 sec): 3 clusters
  Score: Raw -4097691.744539 + Penalty 3389.669842 = -4094302.074697
  nChanged 206
		SP:Iteration 14Q (42633.830000 sec): 3 clusters
  Score: Raw -4097865.666184 + Penalty 3389.669842 = -4094475.996342
  nChanged 123
		SP:Iteration 15Q (42634.230000 sec): 3 clusters
  Score: Raw -4097983.409014 + Penalty 3389.669842 = -4094593.739172
  nChanged 59
		SP:Iteration 16Q (42634.520000 sec): 3 clusters
  Score: Raw -4098042.713630 + Penalty 3389.669842 = -4094653.043788
  nChanged 37
		SP:Iteration 17Q (42634.910000 sec): 3 clusters
  Score: Raw -4098074.891646 + Penalty 3389.669842 = -4094685.221803
  nChanged 17
		SP:Iteration 18Q (42635.240000 sec): 3 clusters
  Score: Raw -4098092.484730 + Penalty 3389.669842 = -4094702.814888
  nChanged 12
		SP:Iteration 19Q (42635.640000 sec): 3 clusters
  Score: Raw -4098107.685677 + Penalty 3389.669842 = -4094718.015835
  nChanged 13
		SP:Iteration 20F (42636.050000 sec): 3 clusters
  Score: Raw -4098117.834513 + Penalty 3389.669842 = -4094728.164671
  nChanged 6
		SP:Iteration 21Q (42636.360000 sec): 3 clusters
  Score: Raw -4098125.508085 + Penalty 3389.669842 = -4094735.838243
  nChanged 8
		SP:Iteration 22Q (42636.690000 sec): 3 clusters
  Score: Raw -4098135.972984 + Penalty 3389.669842 = -4094746.303142
  nChanged 7
		SP:Iteration 23Q (42637.090000 sec): 3 clusters
  Score: Raw -4098145.200829 + Penalty 3389.669842 = -4094755.530987
  nChanged 8
		SP:Iteration 24Q (42637.400000 sec): 3 clusters
  Score: Raw -4098151.848015 + Penalty 3389.669842 = -4094762.178173
  nChanged 4
		SP:Iteration 25Q (42637.680000 sec): 3 clusters
  Score: Raw -4098154.430354 + Penalty 3389.669842 = -4094764.760511
  nChanged 0
		SP:Iteration 26F (42638.070000 sec): 3 clusters
  Score: Raw -4098154.430354 + Penalty 3389.669842 = -4094764.760511
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 58 (284 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (42638.150000 sec): 2 clusters
  Score: Raw -15555.177525 + Penalty 917.958314 = -14637.219211
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (42638.250000 sec): 3 clusters
  Score: Raw -15669.356252 + Penalty 1835.916627 = -13833.439625
  nChanged 71
		SP:Iteration 1F (42638.420000 sec): 3 clusters
  Score: Raw -15841.697810 + Penalty 1835.916627 = -14005.781182
  nChanged 14
		SP:Iteration 2Q (42638.580000 sec): 3 clusters
  Score: Raw -15865.079260 + Penalty 1835.916627 = -14029.162633
  nChanged 6
		SP:Iteration 3Q (42638.770000 sec): 3 clusters
  Score: Raw -15874.369709 + Penalty 1835.916627 = -14038.453081
  nChanged 3
		SP:Iteration 4Q (42638.950000 sec): 3 clusters
  Score: Raw -15880.011993 + Penalty 1835.916627 = -14044.095365
  nChanged 3
		SP:Iteration 5Q (42639.080000 sec): 3 clusters
  Score: Raw -15889.403880 + Penalty 1835.916627 = -14053.487253
  nChanged 3
		SP:Iteration 6Q (42639.200000 sec): 3 clusters
  Score: Raw -15897.567876 + Penalty 1835.916627 = -14061.651248
  nChanged 3
		SP:Iteration 7Q (42639.390000 sec): 3 clusters
  Score: Raw -15905.538680 + Penalty 1835.916627 = -14069.622053
  nChanged 5
		SP:Iteration 8Q (42639.560000 sec): 3 clusters
  Score: Raw -15918.072107 + Penalty 1835.916627 = -14082.155479
  nChanged 1
		SP:Iteration 9Q (42639.740000 sec): 3 clusters
  Score: Raw -15918.956512 + Penalty 1835.916627 = -14083.039885
  nChanged 0
		SP:Iteration 10F (42639.930000 sec): 3 clusters
  Score: Raw -15918.956512 + Penalty 1835.916627 = -14083.039885
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 59 (4915 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (42640.060000 sec): 2 clusters
  Score: Raw -597229.983338 + Penalty 1381.257643 = -595848.725695
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (42640.260000 sec): 3 clusters
  Score: Raw -594727.209194 + Penalty 2762.515286 = -591964.693908
  nChanged 1934
		SP:Iteration 1F (42640.460000 sec): 3 clusters
  Score: Raw -595790.358631 + Penalty 2762.515286 = -593027.843345
  nChanged 339
		SP:Iteration 2F (42640.620000 sec): 3 clusters
  Score: Raw -595975.874695 + Penalty 2762.515286 = -593213.359409
  nChanged 260
		SP:Iteration 3F (42640.790000 sec): 3 clusters
  Score: Raw -596102.653683 + Penalty 2762.515286 = -593340.138398
  nChanged 218
		SP:Iteration 4Q (42641.010000 sec): 3 clusters
  Score: Raw -596213.479789 + Penalty 2762.515286 = -593450.964503
  nChanged 206
		SP:Iteration 5Q (42641.240000 sec): 3 clusters
  Score: Raw -596315.739123 + Penalty 2762.515286 = -593553.223838
  nChanged 177
		SP:Iteration 6Q (42641.460000 sec): 3 clusters
  Score: Raw -596394.564379 + Penalty 2762.515286 = -593632.049093
  nChanged 178
		SP:Iteration 7Q (42641.610000 sec): 3 clusters
  Score: Raw -596491.239975 + Penalty 2762.515286 = -593728.724690
  nChanged 190
		SP:Iteration 8Q (42641.780000 sec): 3 clusters
  Score: Raw -596610.820663 + Penalty 2762.515286 = -593848.305378
  nChanged 209
		SP:Iteration 9Q (42641.950000 sec): 3 clusters
  Score: Raw -596740.994924 + Penalty 2762.515286 = -593978.479638
  nChanged 186
		SP:Iteration 10Q (42642.080000 sec): 3 clusters
  Score: Raw -596867.472758 + Penalty 2762.515286 = -594104.957472
  nChanged 180
		SP:Iteration 11Q (42642.240000 sec): 3 clusters
  Score: Raw -596989.631915 + Penalty 2762.515286 = -594227.116630
  nChanged 155
		SP:Iteration 12Q (42642.400000 sec): 3 clusters
  Score: Raw -597093.763799 + Penalty 2762.515286 = -594331.248514
  nChanged 135
		SP:Iteration 13Q (42642.560000 sec): 3 clusters
  Score: Raw -597184.147098 + Penalty 2762.515286 = -594421.631812
  nChanged 109
		SP:Iteration 14Q (42642.720000 sec): 3 clusters
  Score: Raw -597247.423566 + Penalty 2762.515286 = -594484.908280
  nChanged 73
		SP:Iteration 15Q (42642.880000 sec): 3 clusters
  Score: Raw -597286.233831 + Penalty 2762.515286 = -594523.718546
  nChanged 68
		SP:Iteration 16Q (42643.040000 sec): 3 clusters
  Score: Raw -597321.812016 + Penalty 2762.515286 = -594559.296730
  nChanged 59
		SP:Iteration 17Q (42643.240000 sec): 3 clusters
  Score: Raw -597351.150661 + Penalty 2762.515286 = -594588.635376
  nChanged 41
		SP:Iteration 18Q (42643.400000 sec): 3 clusters
  Score: Raw -597368.032405 + Penalty 2762.515286 = -594605.517119
  nChanged 27
		SP:Iteration 19Q (42643.570000 sec): 3 clusters
  Score: Raw -597382.170066 + Penalty 2762.515286 = -594619.654780
  nChanged 26
		SP:Iteration 20F (42643.700000 sec): 3 clusters
  Score: Raw -597393.946478 + Penalty 2762.515286 = -594631.431193
  nChanged 19
		SP:Iteration 21Q (42643.860000 sec): 3 clusters
  Score: Raw -597401.510366 + Penalty 2762.515286 = -594638.995081
  nChanged 10
		SP:Iteration 22Q (42644.020000 sec): 3 clusters
  Score: Raw -597404.068060 + Penalty 2762.515286 = -594641.552774
  nChanged 3
		SP:Iteration 23Q (42644.180000 sec): 3 clusters
  Score: Raw -597404.890339 + Penalty 2762.515286 = -594642.375054
  nChanged 2
		SP:Iteration 24Q (42644.340000 sec): 3 clusters
  Score: Raw -597405.951297 + Penalty 2762.515286 = -594643.436012
  nChanged 5
		SP:Iteration 25Q (42644.500000 sec): 3 clusters
  Score: Raw -597408.119653 + Penalty 2762.515286 = -594645.604367
  nChanged 9
		SP:Iteration 26Q (42644.660000 sec): 3 clusters
  Score: Raw -597411.709621 + Penalty 2762.515286 = -594649.194335
  nChanged 8
		SP:Iteration 27Q (42644.820000 sec): 3 clusters
  Score: Raw -597414.571633 + Penalty 2762.515286 = -594652.056348
  nChanged 5
		SP:Iteration 28Q (42644.970000 sec): 3 clusters
  Score: Raw -597416.314799 + Penalty 2762.515286 = -594653.799514
  nChanged 4
		SP:Iteration 29Q (42645.130000 sec): 3 clusters
  Score: Raw -597417.309689 + Penalty 2762.515286 = -594654.794404
  nChanged 3
		SP:Iteration 30Q (42645.290000 sec): 3 clusters
  Score: Raw -597418.050524 + Penalty 2762.515286 = -594655.535239
  nChanged 1
		SP:Iteration 31Q (42645.450000 sec): 3 clusters
  Score: Raw -597418.268424 + Penalty 2762.515286 = -594655.753138
  nChanged 4
		SP:Iteration 32Q (42645.610000 sec): 3 clusters
  Score: Raw -597420.660013 + Penalty 2762.515286 = -594658.144727
  nChanged 9
		SP:Iteration 33Q (42645.770000 sec): 3 clusters
  Score: Raw -597425.389788 + Penalty 2762.515286 = -594662.874502
  nChanged 10
		SP:Iteration 34Q (42645.930000 sec): 3 clusters
  Score: Raw -597430.884768 + Penalty 2762.515286 = -594668.369482
  nChanged 8
		SP:Iteration 35Q (42646.080000 sec): 3 clusters
  Score: Raw -597434.648567 + Penalty 2762.515286 = -594672.133281
  nChanged 5
		SP:Iteration 36Q (42646.240000 sec): 3 clusters
  Score: Raw -597436.363643 + Penalty 2762.515286 = -594673.848357
  nChanged 3
		SP:Iteration 37Q (42646.400000 sec): 3 clusters
  Score: Raw -597437.215700 + Penalty 2762.515286 = -594674.700415
  nChanged 0
		SP:Iteration 38F (42646.560000 sec): 3 clusters
  Score: Raw -597437.215700 + Penalty 2762.515286 = -594674.700415
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 60 (187 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (42646.640000 sec): 2 clusters
  Score: Raw -10954.926336 + Penalty 850.055150 = -10104.871186
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (42646.800000 sec): 3 clusters
  Score: Raw -11098.520604 + Penalty 1700.110300 = -9398.410304
  nChanged 45
		SP:Iteration 1F (42646.960000 sec): 3 clusters
  Score: Raw -11302.438995 + Penalty 1700.110300 = -9602.328695
  nChanged 12
		SP:Iteration 2F (42647.120000 sec): 3 clusters
  Score: Raw -11368.373225 + Penalty 1700.110300 = -9668.262925
  nChanged 2
		SP:Iteration 3Q (42647.280000 sec): 3 clusters
  Score: Raw -11378.361590 + Penalty 1700.110300 = -9678.251289
  nChanged 2
		SP:Iteration 4Q (42647.440000 sec): 3 clusters
  Score: Raw -11386.208122 + Penalty 1700.110300 = -9686.097822
  nChanged 2
		SP:Iteration 5Q (42647.600000 sec): 3 clusters
  Score: Raw -11401.188665 + Penalty 1700.110300 = -9701.078364
  nChanged 2
		SP:Iteration 6Q (42647.760000 sec): 3 clusters
  Score: Raw -11423.671759 + Penalty 1700.110300 = -9723.561458
  nChanged 2
		SP:Iteration 7Q (42647.920000 sec): 3 clusters
  Score: Raw -11441.833313 + Penalty 1700.110300 = -9741.723012
  nChanged 2
		SP:Iteration 8Q (42648.080000 sec): 3 clusters
  Score: Raw -11456.472566 + Penalty 1700.110300 = -9756.362266
  nChanged 0
		SP:Iteration 9F (42648.240000 sec): 3 clusters
  Score: Raw -11456.472566 + Penalty 1700.110300 = -9756.362266
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 61 (250 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (42648.320000 sec): 2 clusters
  Score: Raw -23389.054479 + Penalty 897.237399 = -22491.817080
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (42648.480000 sec): 3 clusters
  Score: Raw -23475.553773 + Penalty 1794.474798 = -21681.078975
  nChanged 49
		SP:Iteration 1F (42648.640000 sec): 3 clusters
  Score: Raw -23636.387255 + Penalty 1794.474798 = -21841.912456
  nChanged 14
		SP:Iteration 2F (42648.840000 sec): 3 clusters
  Score: Raw -23672.250100 + Penalty 1794.474798 = -21877.775302
  nChanged 4
		SP:Iteration 3Q (42649.010000 sec): 3 clusters
  Score: Raw -23683.189319 + Penalty 1794.474798 = -21888.714520
  nChanged 2
		SP:Iteration 4Q (42649.190000 sec): 3 clusters
  Score: Raw -23701.191680 + Penalty 1794.474798 = -21906.716881
  nChanged 3
		SP:Iteration 5Q (42649.340000 sec): 3 clusters
  Score: Raw -23709.082228 + Penalty 1794.474798 = -21914.607429
  nChanged 1
		SP:Iteration 6Q (42649.510000 sec): 3 clusters
  Score: Raw -23715.348419 + Penalty 1794.474798 = -21920.873621
  nChanged 1
		SP:Iteration 7Q (42649.670000 sec): 3 clusters
  Score: Raw -23718.255853 + Penalty 1794.474798 = -21923.781055
  nChanged 1
		SP:Iteration 8Q (42649.790000 sec): 3 clusters
  Score: Raw -23719.592238 + Penalty 1794.474798 = -21925.117440
  nChanged 3
		SP:Iteration 9Q (42649.950000 sec): 3 clusters
  Score: Raw -23727.277979 + Penalty 1794.474798 = -21932.803181
  nChanged 3
		SP:Iteration 10Q (42650.090000 sec): 3 clusters
  Score: Raw -23736.744702 + Penalty 1794.474798 = -21942.269904
  nChanged 0
		SP:Iteration 11F (42650.270000 sec): 3 clusters
  Score: Raw -23736.744702 + Penalty 1794.474798 = -21942.269904
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 62 (298 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (42650.360000 sec): 2 clusters
  Score: Raw -22025.742240 + Penalty 925.777692 = -21099.964549
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (42650.520000 sec): 3 clusters
  Score: Raw -22080.983605 + Penalty 1851.555383 = -20229.428222
  nChanged 63
		SP:Iteration 1F (42650.700000 sec): 3 clusters
  Score: Raw -22237.171708 + Penalty 1851.555383 = -20385.616325
  nChanged 26
		SP:Iteration 2F (42650.890000 sec): 3 clusters
  Score: Raw -22335.161535 + Penalty 1851.555383 = -20483.606152
  nChanged 11
		SP:Iteration 3Q (42651.060000 sec): 3 clusters
  Score: Raw -22384.564212 + Penalty 1851.555383 = -20533.008829
  nChanged 9
		SP:Iteration 4Q (42651.220000 sec): 3 clusters
  Score: Raw -22453.623959 + Penalty 1851.555383 = -20602.068576
  nChanged 8
		SP:Iteration 5Q (42651.420000 sec): 3 clusters
  Score: Raw -22485.288293 + Penalty 1851.555383 = -20633.732910
  nChanged 2
		SP:Iteration 6Q (42651.560000 sec): 3 clusters
  Score: Raw -22489.890383 + Penalty 1851.555383 = -20638.334999
  nChanged 1
		SP:Iteration 7Q (42651.700000 sec): 3 clusters
  Score: Raw -22492.161863 + Penalty 1851.555383 = -20640.606480
  nChanged 0
		SP:Iteration 8F (42651.880000 sec): 3 clusters
  Score: Raw -22492.161863 + Penalty 1851.555383 = -20640.606480
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 63 (3736 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (42652.020000 sec): 2 clusters
  Score: Raw -505445.956258 + Penalty 1336.687755 = -504109.268503
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (42652.230000 sec): 3 clusters
  Score: Raw -503613.617811 + Penalty 2673.375510 = -500940.242301
  nChanged 1399
		SP:Iteration 1F (42652.390000 sec): 3 clusters
  Score: Raw -504397.008806 + Penalty 2673.375510 = -501723.633296
  nChanged 281
		SP:Iteration 2F (42652.540000 sec): 3 clusters
  Score: Raw -504564.225999 + Penalty 2673.375510 = -501890.850489
  nChanged 212
		SP:Iteration 3F (42652.700000 sec): 3 clusters
  Score: Raw -504724.865193 + Penalty 2673.375510 = -502051.489684
  nChanged 223
		SP:Iteration 4F (42652.900000 sec): 3 clusters
  Score: Raw -504893.824479 + Penalty 2673.375510 = -502220.448970
  nChanged 210
		SP:Iteration 5F (42653.050000 sec): 3 clusters
  Score: Raw -505062.598325 + Penalty 2673.375510 = -502389.222815
  nChanged 185
		SP:Iteration 6Q (42653.220000 sec): 3 clusters
  Score: Raw -505214.982862 + Penalty 2673.375510 = -502541.607352
  nChanged 151
		SP:Iteration 7Q (42653.360000 sec): 3 clusters
  Score: Raw -505336.855156 + Penalty 2673.375510 = -502663.479647
  nChanged 133
		SP:Iteration 8Q (42653.510000 sec): 3 clusters
  Score: Raw -505450.732707 + Penalty 2673.375510 = -502777.357197
  nChanged 107
		SP:Iteration 9Q (42653.650000 sec): 3 clusters
  Score: Raw -505531.110010 + Penalty 2673.375510 = -502857.734501
  nChanged 94
		SP:Iteration 10Q (42653.780000 sec): 3 clusters
  Score: Raw -505611.101108 + Penalty 2673.375510 = -502937.725598
  nChanged 73
		SP:Iteration 11Q (42653.930000 sec): 3 clusters
  Score: Raw -505675.907555 + Penalty 2673.375510 = -503002.532045
  nChanged 56
		SP:Iteration 12Q (42654.170000 sec): 3 clusters
  Score: Raw -505720.538554 + Penalty 2673.375510 = -503047.163044
  nChanged 39
		SP:Iteration 13Q (42654.370000 sec): 3 clusters
  Score: Raw -505750.544299 + Penalty 2673.375510 = -503077.168790
  nChanged 34
		SP:Iteration 14Q (42654.570000 sec): 3 clusters
  Score: Raw -505774.103209 + Penalty 2673.375510 = -503100.727700
  nChanged 28
		SP:Iteration 15Q (42654.730000 sec): 3 clusters
  Score: Raw -505794.671993 + Penalty 2673.375510 = -503121.296483
  nChanged 23
		SP:Iteration 16Q (42654.900000 sec): 3 clusters
  Score: Raw -505810.072613 + Penalty 2673.375510 = -503136.697103
  nChanged 12
		SP:Iteration 17Q (42655.040000 sec): 3 clusters
  Score: Raw -505818.061788 + Penalty 2673.375510 = -503144.686279
  nChanged 12
		SP:Iteration 18Q (42655.210000 sec): 3 clusters
  Score: Raw -505825.319671 + Penalty 2673.375510 = -503151.944162
  nChanged 6
		SP:Iteration 19Q (42655.370000 sec): 3 clusters
  Score: Raw -505829.608485 + Penalty 2673.375510 = -503156.232975
  nChanged 7
		SP:Iteration 20F (42655.560000 sec): 3 clusters
  Score: Raw -505834.623542 + Penalty 2673.375510 = -503161.248033
  nChanged 5
		SP:Iteration 21Q (42655.670000 sec): 3 clusters
  Score: Raw -505839.200314 + Penalty 2673.375510 = -503165.824804
  nChanged 5
		SP:Iteration 22Q (42655.850000 sec): 3 clusters
  Score: Raw -505842.224273 + Penalty 2673.375510 = -503168.848763
  nChanged 4
		SP:Iteration 23Q (42656.060000 sec): 3 clusters
  Score: Raw -505846.487737 + Penalty 2673.375510 = -503173.112227
  nChanged 3
		SP:Iteration 24Q (42656.300000 sec): 3 clusters
  Score: Raw -505848.635247 + Penalty 2673.375510 = -503175.259737
  nChanged 3
		SP:Iteration 25Q (42656.480000 sec): 3 clusters
  Score: Raw -505850.719611 + Penalty 2673.375510 = -503177.344101
  nChanged 3
		SP:Iteration 26Q (42656.640000 sec): 3 clusters
  Score: Raw -505853.964053 + Penalty 2673.375510 = -503180.588543
  nChanged 3
		SP:Iteration 27Q (42656.780000 sec): 3 clusters
  Score: Raw -505856.251622 + Penalty 2673.375510 = -503182.876112
  nChanged 2
		SP:Iteration 28Q (42656.960000 sec): 3 clusters
  Score: Raw -505857.656868 + Penalty 2673.375510 = -503184.281359
  nChanged 3
		SP:Iteration 29Q (42657.140000 sec): 3 clusters
  Score: Raw -505859.454371 + Penalty 2673.375510 = -503186.078861
  nChanged 2
		SP:Iteration 30Q (42657.350000 sec): 3 clusters
  Score: Raw -505862.324047 + Penalty 2673.375510 = -503188.948538
  nChanged 2
		SP:Iteration 31Q (42657.530000 sec): 3 clusters
  Score: Raw -505864.203067 + Penalty 2673.375510 = -503190.827557
  nChanged 3
		SP:Iteration 32Q (42657.740000 sec): 3 clusters
  Score: Raw -505865.916238 + Penalty 2673.375510 = -503192.540728
  nChanged 2
		SP:Iteration 33Q (42657.920000 sec): 3 clusters
  Score: Raw -505867.491768 + Penalty 2673.375510 = -503194.116258
  nChanged 3
		SP:Iteration 34Q (42658.070000 sec): 3 clusters
  Score: Raw -505869.727321 + Penalty 2673.375510 = -503196.351811
  nChanged 1
		SP:Iteration 35Q (42658.220000 sec): 3 clusters
  Score: Raw -505870.545477 + Penalty 2673.375510 = -503197.169967
  nChanged 0
		SP:Iteration 36F (42658.350000 sec): 3 clusters
  Score: Raw -505870.545477 + Penalty 2673.375510 = -503197.169967
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 64 (10982 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (42658.500000 sec): 2 clusters
  Score: Raw -1323316.566377 + Penalty 1511.902088 = -1321804.664289
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (42658.780000 sec): 3 clusters
  Score: Raw -1317054.334281 + Penalty 3023.804176 = -1314030.530106
  nChanged 4758
		SP:Iteration 1F (42659.020000 sec): 3 clusters
  Score: Raw -1319553.109469 + Penalty 3023.804176 = -1316529.305294
  nChanged 642
		SP:Iteration 2F (42659.260000 sec): 3 clusters
  Score: Raw -1319813.751609 + Penalty 3023.804176 = -1316789.947434
  nChanged 555
		SP:Iteration 3F (42659.430000 sec): 3 clusters
  Score: Raw -1320069.750912 + Penalty 3023.804176 = -1317045.946736
  nChanged 525
		SP:Iteration 4Q (42659.620000 sec): 3 clusters
  Score: Raw -1320310.351546 + Penalty 3023.804176 = -1317286.547371
  nChanged 491
		SP:Iteration 5Q (42659.860000 sec): 3 clusters
  Score: Raw -1320539.206231 + Penalty 3023.804176 = -1317515.402056
  nChanged 440
		SP:Iteration 6Q (42660.170000 sec): 3 clusters
  Score: Raw -1320748.529576 + Penalty 3023.804176 = -1317724.725401
  nChanged 414
		SP:Iteration 7Q (42660.380000 sec): 3 clusters
  Score: Raw -1320955.397912 + Penalty 3023.804176 = -1317931.593736
  nChanged 405
		SP:Iteration 8Q (42660.620000 sec): 3 clusters
  Score: Raw -1321175.245347 + Penalty 3023.804176 = -1318151.441172
  nChanged 417
		SP:Iteration 9Q (42660.810000 sec): 3 clusters
  Score: Raw -1321393.293566 + Penalty 3023.804176 = -1318369.489390
  nChanged 383
		SP:Iteration 10Q (42661.020000 sec): 3 clusters
  Score: Raw -1321590.377958 + Penalty 3023.804176 = -1318566.573783
  nChanged 393
		SP:Iteration 11Q (42661.310000 sec): 3 clusters
  Score: Raw -1321796.561992 + Penalty 3023.804176 = -1318772.757816
  nChanged 375
		SP:Iteration 12Q (42661.580000 sec): 3 clusters
  Score: Raw -1322019.200854 + Penalty 3023.804176 = -1318995.396678
  nChanged 420
		SP:Iteration 13Q (42661.810000 sec): 3 clusters
  Score: Raw -1322285.276680 + Penalty 3023.804176 = -1319261.472504
  nChanged 359
		SP:Iteration 14Q (42662.080000 sec): 3 clusters
  Score: Raw -1322536.334427 + Penalty 3023.804176 = -1319512.530251
  nChanged 316
		SP:Iteration 15Q (42662.340000 sec): 3 clusters
  Score: Raw -1322748.217109 + Penalty 3023.804176 = -1319724.412934
  nChanged 243
		SP:Iteration 16Q (42662.560000 sec): 3 clusters
  Score: Raw -1322907.777635 + Penalty 3023.804176 = -1319883.973459
  nChanged 194
		SP:Iteration 17Q (42662.840000 sec): 3 clusters
  Score: Raw -1323037.603976 + Penalty 3023.804176 = -1320013.799801
  nChanged 160
		SP:Iteration 18Q (42663.070000 sec): 3 clusters
  Score: Raw -1323145.851703 + Penalty 3023.804176 = -1320122.047527
  nChanged 128
		SP:Iteration 19Q (42663.230000 sec): 3 clusters
  Score: Raw -1323230.901468 + Penalty 3023.804176 = -1320207.097293
  nChanged 105
		SP:Iteration 20F (42663.460000 sec): 3 clusters
  Score: Raw -1323302.066442 + Penalty 3023.804176 = -1320278.262267
  nChanged 70
		SP:Iteration 21Q (42663.750000 sec): 3 clusters
  Score: Raw -1323348.979751 + Penalty 3023.804176 = -1320325.175575
  nChanged 45
		SP:Iteration 22Q (42663.910000 sec): 3 clusters
  Score: Raw -1323383.700697 + Penalty 3023.804176 = -1320359.896521
  nChanged 46
		SP:Iteration 23Q (42664.140000 sec): 3 clusters
  Score: Raw -1323414.831983 + Penalty 3023.804176 = -1320391.027807
  nChanged 30
		SP:Iteration 24Q (42664.350000 sec): 3 clusters
  Score: Raw -1323438.637914 + Penalty 3023.804176 = -1320414.833738
  nChanged 24
		SP:Iteration 25Q (42664.580000 sec): 3 clusters
  Score: Raw -1323459.178036 + Penalty 3023.804176 = -1320435.373860
  nChanged 23
		SP:Iteration 26Q (42664.830000 sec): 3 clusters
  Score: Raw -1323473.163672 + Penalty 3023.804176 = -1320449.359497
  nChanged 22
		SP:Iteration 27Q (42665.090000 sec): 3 clusters
  Score: Raw -1323487.228738 + Penalty 3023.804176 = -1320463.424562
  nChanged 20
		SP:Iteration 28Q (42665.290000 sec): 3 clusters
  Score: Raw -1323500.457285 + Penalty 3023.804176 = -1320476.653110
  nChanged 16
		SP:Iteration 29Q (42665.460000 sec): 3 clusters
  Score: Raw -1323514.546480 + Penalty 3023.804176 = -1320490.742305
  nChanged 17
		SP:Iteration 30Q (42665.710000 sec): 3 clusters
  Score: Raw -1323526.279276 + Penalty 3023.804176 = -1320502.475100
  nChanged 15
		SP:Iteration 31Q (42665.890000 sec): 3 clusters
  Score: Raw -1323534.229122 + Penalty 3023.804176 = -1320510.424946
  nChanged 11
		SP:Iteration 32Q (42666.110000 sec): 3 clusters
  Score: Raw -1323541.143626 + Penalty 3023.804176 = -1320517.339450
  nChanged 8
		SP:Iteration 33Q (42666.340000 sec): 3 clusters
  Score: Raw -1323548.268700 + Penalty 3023.804176 = -1320524.464524
  nChanged 5
		SP:Iteration 34Q (42666.520000 sec): 3 clusters
  Score: Raw -1323552.432511 + Penalty 3023.804176 = -1320528.628336
  nChanged 4
		SP:Iteration 35Q (42666.760000 sec): 3 clusters
  Score: Raw -1323554.579520 + Penalty 3023.804176 = -1320530.775344
  nChanged 4
		SP:Iteration 36Q (42667.020000 sec): 3 clusters
  Score: Raw -1323555.905229 + Penalty 3023.804176 = -1320532.101054
  nChanged 3
		SP:Iteration 37Q (42667.270000 sec): 3 clusters
  Score: Raw -1323556.935620 + Penalty 3023.804176 = -1320533.131444
  nChanged 1
		SP:Iteration 38Q (42667.500000 sec): 3 clusters
  Score: Raw -1323558.312795 + Penalty 3023.804176 = -1320534.508620
  nChanged 1
		SP:Iteration 39Q (42667.710000 sec): 3 clusters
  Score: Raw -1323558.427140 + Penalty 3023.804176 = -1320534.622965
  nChanged 0
		SP:Iteration 40F (42667.980000 sec): 3 clusters
  Score: Raw -1323558.427140 + Penalty 3023.804176 = -1320534.622965
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 65 (173 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (42668.080000 sec): 2 clusters
  Score: Raw -8257.667683 + Penalty 837.409884 = -7420.257799
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (42668.160000 sec): 3 clusters
  Score: Raw -8428.883803 + Penalty 1674.819768 = -6754.064035
  nChanged 35
		SP:Iteration 1F (42668.270000 sec): 3 clusters
  Score: Raw -8557.740424 + Penalty 1674.819768 = -6882.920656
  nChanged 9
		SP:Iteration 2F (42668.410000 sec): 3 clusters
  Score: Raw -8598.225465 + Penalty 1674.819768 = -6923.405697
  nChanged 5
		SP:Iteration 3Q (42668.540000 sec): 3 clusters
  Score: Raw -8633.937942 + Penalty 1674.819768 = -6959.118174
  nChanged 4
		SP:Iteration 4Q (42668.670000 sec): 3 clusters
  Score: Raw -8651.948183 + Penalty 1674.819768 = -6977.128415
  nChanged 4
		SP:Iteration 5Q (42668.780000 sec): 3 clusters
  Score: Raw -8674.101603 + Penalty 1674.819768 = -6999.281835
  nChanged 2
		SP:Iteration 6Q (42668.900000 sec): 3 clusters
  Score: Raw -8738.256625 + Penalty 1674.819768 = -7063.436857
  nChanged 0
		SP:Iteration 7F (42669.020000 sec): 3 clusters
  Score: Raw -8741.067781 + Penalty 1674.819768 = -7066.248013
  nChanged 1
		SP:Iteration 8Q (42669.160000 sec): 3 clusters
  Score: Raw -8747.999043 + Penalty 1674.819768 = -7073.179275
  nChanged 2
		SP:Iteration 9Q (42669.300000 sec): 3 clusters
  Score: Raw -8764.400521 + Penalty 1674.819768 = -7089.580753
  nChanged 2
		SP:Iteration 10Q (42669.430000 sec): 3 clusters
  Score: Raw -8782.098717 + Penalty 1674.819768 = -7107.278949
  nChanged 2
		SP:Iteration 11Q (42669.520000 sec): 3 clusters
  Score: Raw -8794.348603 + Penalty 1674.819768 = -7119.528835
  nChanged 0
		SP:Iteration 12F (42669.640000 sec): 3 clusters
  Score: Raw -8794.348603 + Penalty 1674.819768 = -7119.528835
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 66 (578 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (42669.730000 sec): 2 clusters
  Score: Raw -70878.238301 + Penalty 1033.430754 = -69844.807547
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (42669.870000 sec): 3 clusters
  Score: Raw -70788.222918 + Penalty 2066.861507 = -68721.361411
  nChanged 132
		SP:Iteration 1F (42670.000000 sec): 3 clusters
  Score: Raw -70992.264365 + Penalty 2066.861507 = -68925.402858
  nChanged 36
		SP:Iteration 2F (42670.200000 sec): 3 clusters
  Score: Raw -71121.958575 + Penalty 2066.861507 = -69055.097067
  nChanged 28
		SP:Iteration 3Q (42670.300000 sec): 3 clusters
  Score: Raw -71156.970656 + Penalty 2066.861507 = -69090.109149
  nChanged 15
		SP:Iteration 4Q (42670.460000 sec): 3 clusters
  Score: Raw -71180.644747 + Penalty 2066.861507 = -69113.783240
  nChanged 15
		SP:Iteration 5Q (42670.620000 sec): 3 clusters
  Score: Raw -71197.525504 + Penalty 2066.861507 = -69130.663997
  nChanged 8
		SP:Iteration 6Q (42670.780000 sec): 3 clusters
  Score: Raw -71209.128905 + Penalty 2066.861507 = -69142.267398
  nChanged 9
		SP:Iteration 7Q (42670.920000 sec): 3 clusters
  Score: Raw -71226.451065 + Penalty 2066.861507 = -69159.589557
  nChanged 5
		SP:Iteration 8Q (42671.090000 sec): 3 clusters
  Score: Raw -71231.043071 + Penalty 2066.861507 = -69164.181564
  nChanged 4
		SP:Iteration 9Q (42671.220000 sec): 3 clusters
  Score: Raw -71235.334683 + Penalty 2066.861507 = -69168.473176
  nChanged 2
		SP:Iteration 10Q (42671.360000 sec): 3 clusters
  Score: Raw -71236.780978 + Penalty 2066.861507 = -69169.919471
  nChanged 1
		SP:Iteration 11Q (42671.530000 sec): 3 clusters
  Score: Raw -71238.429582 + Penalty 2066.861507 = -69171.568074
  nChanged 1
		SP:Iteration 12Q (42671.720000 sec): 3 clusters
  Score: Raw -71240.214929 + Penalty 2066.861507 = -69173.353422
  nChanged 1
		SP:Iteration 13Q (42671.850000 sec): 3 clusters
  Score: Raw -71240.944882 + Penalty 2066.861507 = -69174.083375
  nChanged 1
		SP:Iteration 14Q (42672.050000 sec): 3 clusters
  Score: Raw -71242.157436 + Penalty 2066.861507 = -69175.295929
  nChanged 0
		SP:Iteration 15F (42672.200000 sec): 3 clusters
  Score: Raw -71242.157436 + Penalty 2066.861507 = -69175.295929
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 67 (179 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (42672.290000 sec): 2 clusters
  Score: Raw -13934.171712 + Penalty 842.950193 = -13091.221519
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (42672.490000 sec): 3 clusters
  Score: Raw -14192.865138 + Penalty 1685.900387 = -12506.964751
  nChanged 38
		SP:Iteration 1F (42672.640000 sec): 3 clusters
  Score: Raw -14415.477152 + Penalty 1685.900387 = -12729.576765
  nChanged 16
		SP:Iteration 2F (42672.750000 sec): 3 clusters
  Score: Raw -14662.328280 + Penalty 1685.900387 = -12976.427893
  nChanged 8
		SP:Iteration 3Q (42672.860000 sec): 3 clusters
  Score: Raw -14725.355318 + Penalty 1685.900387 = -13039.454931
  nChanged 6
		SP:Iteration 4Q (42672.990000 sec): 3 clusters
  Score: Raw -14793.292662 + Penalty 1685.900387 = -13107.392275
  nChanged 3
		SP:Iteration 5Q (42673.120000 sec): 3 clusters
  Score: Raw -14840.843910 + Penalty 1685.900387 = -13154.943523
  nChanged 0
		SP:Iteration 6F (42673.240000 sec): 3 clusters
  Score: Raw -14840.843910 + Penalty 1685.900387 = -13154.943523
  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 6.36 GB.

 Trying to split cluster 68 (215 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (42673.340000 sec): 2 clusters
  Score: Raw -11030.829326 + Penalty 872.728680 = -10158.100646
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (42673.560000 sec): 3 clusters
  Score: Raw -11184.626672 + Penalty 1745.457359 = -9439.169313
  nChanged 30
		SP:Iteration 1F (42673.690000 sec): 3 clusters
  Score: Raw -11310.644030 + Penalty 1745.457359 = -9565.186671
  nChanged 18
		SP:Iteration 2F (42673.860000 sec): 3 clusters
  Score: Raw -11417.386406 + Penalty 1745.457359 = -9671.929047
  nChanged 6
		SP:Iteration 3Q (42673.990000 sec): 3 clusters
  Score: Raw -11455.347056 + Penalty 1745.457359 = -9709.889697
  nChanged 5
		SP:Iteration 4Q (42674.170000 sec): 3 clusters
  Score: Raw -11483.535798 + Penalty 1745.457359 = -9738.078438
  nChanged 3
		SP:Iteration 5Q (42674.340000 sec): 3 clusters
  Score: Raw -11512.113036 + Penalty 1745.457359 = -9766.655677
  nChanged 0
		SP:Iteration 6F (42674.490000 sec): 3 clusters
  Score: Raw -11512.113036 + Penalty 1745.457359 = -9766.655677
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 69 (9314 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (42674.640000 sec): 2 clusters
  Score: Raw -1165557.342907 + Penalty 1485.132013 = -1164072.210894
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (42674.820000 sec): 3 clusters
  Score: Raw -1160454.707713 + Penalty 2970.264025 = -1157484.443687
  nChanged 4010
		SP:Iteration 1F (42675.000000 sec): 3 clusters
  Score: Raw -1162636.334592 + Penalty 2970.264025 = -1159666.070567
  nChanged 752
		SP:Iteration 2F (42675.170000 sec): 3 clusters
  Score: Raw -1163194.852416 + Penalty 2970.264025 = -1160224.588391
  nChanged 804
		SP:Iteration 3F (42675.370000 sec): 3 clusters
  Score: Raw -1163927.844213 + Penalty 2970.264025 = -1160957.580188
  nChanged 799
		SP:Iteration 4F (42675.550000 sec): 3 clusters
  Score: Raw -1164721.804235 + Penalty 2970.264025 = -1161751.540209
  nChanged 725
		SP:Iteration 5F (42675.790000 sec): 3 clusters
  Score: Raw -1165330.686289 + Penalty 2970.264025 = -1162360.422264
  nChanged 504
		SP:Iteration 6F (42676.020000 sec): 3 clusters
  Score: Raw -1165638.559874 + Penalty 2970.264025 = -1162668.295849
  nChanged 312
		SP:Iteration 7Q (42676.290000 sec): 3 clusters
  Score: Raw -1165794.117109 + Penalty 2970.264025 = -1162823.853084
  nChanged 198
		SP:Iteration 8Q (42676.480000 sec): 3 clusters
  Score: Raw -1165866.193643 + Penalty 2970.264025 = -1162895.929617
  nChanged 132
		SP:Iteration 9Q (42676.710000 sec): 3 clusters
  Score: Raw -1165910.023546 + Penalty 2970.264025 = -1162939.759521
  nChanged 110
		SP:Iteration 10Q (42676.900000 sec): 3 clusters
  Score: Raw -1165948.431745 + Penalty 2970.264025 = -1162978.167720
  nChanged 85
		SP:Iteration 11Q (42677.100000 sec): 3 clusters
  Score: Raw -1165977.470106 + Penalty 2970.264025 = -1163007.206081
  nChanged 66
		SP:Iteration 12Q (42677.340000 sec): 3 clusters
  Score: Raw -1165997.275129 + Penalty 2970.264025 = -1163027.011104
  nChanged 47
		SP:Iteration 13Q (42677.580000 sec): 3 clusters
  Score: Raw -1166013.400435 + Penalty 2970.264025 = -1163043.136409
  nChanged 44
		SP:Iteration 14Q (42677.800000 sec): 3 clusters
  Score: Raw -1166029.873997 + Penalty 2970.264025 = -1163059.609971
  nChanged 33
		SP:Iteration 15Q (42678.070000 sec): 3 clusters
  Score: Raw -1166045.555233 + Penalty 2970.264025 = -1163075.291208
  nChanged 46
		SP:Iteration 16Q (42678.240000 sec): 3 clusters
  Score: Raw -1166065.253256 + Penalty 2970.264025 = -1163094.989231
  nChanged 43
		SP:Iteration 17Q (42678.470000 sec): 3 clusters
  Score: Raw -1166079.327847 + Penalty 2970.264025 = -1163109.063822
  nChanged 41
		SP:Iteration 18Q (42678.680000 sec): 3 clusters
  Score: Raw -1166089.532137 + Penalty 2970.264025 = -1163119.268112
  nChanged 29
		SP:Iteration 19Q (42678.870000 sec): 3 clusters
  Score: Raw -1166097.535562 + Penalty 2970.264025 = -1163127.271536
  nChanged 34
		SP:Iteration 20F (42679.070000 sec): 3 clusters
  Score: Raw -1166106.066351 + Penalty 2970.264025 = -1163135.802326
  nChanged 33
		SP:Iteration 21Q (42679.250000 sec): 3 clusters
  Score: Raw -1166113.414609 + Penalty 2970.264025 = -1163143.150583
  nChanged 28
		SP:Iteration 22Q (42679.470000 sec): 3 clusters
  Score: Raw -1166121.567745 + Penalty 2970.264025 = -1163151.303720
  nChanged 31
		SP:Iteration 23Q (42679.700000 sec): 3 clusters
  Score: Raw -1166129.677322 + Penalty 2970.264025 = -1163159.413297
  nChanged 33
		SP:Iteration 24Q (42679.960000 sec): 3 clusters
  Score: Raw -1166137.367427 + Penalty 2970.264025 = -1163167.103402
  nChanged 28
		SP:Iteration 25Q (42680.180000 sec): 3 clusters
  Score: Raw -1166143.625330 + Penalty 2970.264025 = -1163173.361305
  nChanged 14
		SP:Iteration 26Q (42680.410000 sec): 3 clusters
  Score: Raw -1166147.051804 + Penalty 2970.264025 = -1163176.787779
  nChanged 17
		SP:Iteration 27Q (42680.600000 sec): 3 clusters
  Score: Raw -1166151.318826 + Penalty 2970.264025 = -1163181.054801
  nChanged 18
		SP:Iteration 28Q (42680.820000 sec): 3 clusters
  Score: Raw -1166155.374051 + Penalty 2970.264025 = -1163185.110025
  nChanged 14
		SP:Iteration 29Q (42680.940000 sec): 3 clusters
  Score: Raw -1166159.162884 + Penalty 2970.264025 = -1163188.898859
  nChanged 9
		SP:Iteration 30Q (42681.120000 sec): 3 clusters
  Score: Raw -1166161.176754 + Penalty 2970.264025 = -1163190.912729
  nChanged 8
		SP:Iteration 31Q (42681.390000 sec): 3 clusters
  Score: Raw -1166162.203948 + Penalty 2970.264025 = -1163191.939923
  nChanged 7
		SP:Iteration 32Q (42681.620000 sec): 3 clusters
  Score: Raw -1166163.122873 + Penalty 2970.264025 = -1163192.858847
  nChanged 7
		SP:Iteration 33Q (42681.800000 sec): 3 clusters
  Score: Raw -1166164.194761 + Penalty 2970.264025 = -1163193.930735
  nChanged 4
		SP:Iteration 34Q (42681.980000 sec): 3 clusters
  Score: Raw -1166165.070218 + Penalty 2970.264025 = -1163194.806193
  nChanged 2
		SP:Iteration 35Q (42682.150000 sec): 3 clusters
  Score: Raw -1166165.362395 + Penalty 2970.264025 = -1163195.098370
  nChanged 1
		SP:Iteration 36Q (42682.420000 sec): 3 clusters
  Score: Raw -1166165.499348 + Penalty 2970.264025 = -1163195.235323
  nChanged 1
		SP:Iteration 37Q (42682.660000 sec): 3 clusters
  Score: Raw -1166165.634466 + Penalty 2970.264025 = -1163195.370441
  nChanged 1
		SP:Iteration 38Q (42682.910000 sec): 3 clusters
  Score: Raw -1166165.990118 + Penalty 2970.264025 = -1163195.726092
  nChanged 3
		SP:Iteration 39Q (42683.140000 sec): 3 clusters
  Score: Raw -1166166.395013 + Penalty 2970.264025 = -1163196.130988
  nChanged 3
		SP:Iteration 40F (42683.390000 sec): 3 clusters
  Score: Raw -1166166.749658 + Penalty 2970.264025 = -1163196.485633
  nChanged 1
		SP:Iteration 41Q (42683.570000 sec): 3 clusters
  Score: Raw -1166167.046208 + Penalty 2970.264025 = -1163196.782183
  nChanged 1
		SP:Iteration 42Q (42683.820000 sec): 3 clusters
  Score: Raw -1166167.206290 + Penalty 2970.264025 = -1163196.942264
  nChanged 0
		SP:Iteration 43F (42684.010000 sec): 3 clusters
  Score: Raw -1166167.206290 + Penalty 2970.264025 = -1163196.942264
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 70 (300 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (42684.160000 sec): 2 clusters
  Score: Raw -35990.965450 + Penalty 926.864652 = -35064.100798
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (42684.300000 sec): 3 clusters
  Score: Raw -36070.845832 + Penalty 1853.729304 = -34217.116527
  nChanged 58
		SP:Iteration 1F (42684.470000 sec): 3 clusters
  Score: Raw -36240.689982 + Penalty 1853.729304 = -34386.960677
  nChanged 16
		SP:Iteration 2F (42684.590000 sec): 3 clusters
  Score: Raw -36278.302901 + Penalty 1853.729304 = -34424.573597
  nChanged 5
		SP:Iteration 3Q (42684.730000 sec): 3 clusters
  Score: Raw -36294.941980 + Penalty 1853.729304 = -34441.212675
  nChanged 4
		SP:Iteration 4Q (42684.870000 sec): 3 clusters
  Score: Raw -36315.763517 + Penalty 1853.729304 = -34462.034213
  nChanged 4
		SP:Iteration 5Q (42684.970000 sec): 3 clusters
  Score: Raw -36324.558144 + Penalty 1853.729304 = -34470.828839
  nChanged 5
		SP:Iteration 6Q (42685.090000 sec): 3 clusters
  Score: Raw -36336.704708 + Penalty 1853.729304 = -34482.975404
  nChanged 3
		SP:Iteration 7Q (42685.230000 sec): 3 clusters
  Score: Raw -36348.744914 + Penalty 1853.729304 = -34495.015610
  nChanged 5
		SP:Iteration 8Q (42685.380000 sec): 3 clusters
  Score: Raw -36366.570211 + Penalty 1853.729304 = -34512.840907
  nChanged 3
		SP:Iteration 9Q (42685.510000 sec): 3 clusters
  Score: Raw -36373.665083 + Penalty 1853.729304 = -34519.935779
  nChanged 1
		SP:Iteration 10Q (42685.650000 sec): 3 clusters
  Score: Raw -36377.344188 + Penalty 1853.729304 = -34523.614884
  nChanged 1
		SP:Iteration 11Q (42685.790000 sec): 3 clusters
  Score: Raw -36383.761324 + Penalty 1853.729304 = -34530.032019
  nChanged 2
		SP:Iteration 12Q (42685.910000 sec): 3 clusters
  Score: Raw -36387.002777 + Penalty 1853.729304 = -34533.273473
  nChanged 2
		SP:Iteration 13Q (42686.040000 sec): 3 clusters
  Score: Raw -36392.141294 + Penalty 1853.729304 = -34538.411990
  nChanged 1
		SP:Iteration 14Q (42686.200000 sec): 3 clusters
  Score: Raw -36394.333926 + Penalty 1853.729304 = -34540.604622
  nChanged 1
		SP:Iteration 15Q (42686.360000 sec): 3 clusters
  Score: Raw -36397.773888 + Penalty 1853.729304 = -34544.044584
  nChanged 2
		SP:Iteration 16Q (42686.560000 sec): 3 clusters
  Score: Raw -36402.301948 + Penalty 1853.729304 = -34548.572644
  nChanged 1
		SP:Iteration 17Q (42686.680000 sec): 3 clusters
  Score: Raw -36408.028093 + Penalty 1853.729304 = -34554.298788
  nChanged 0
		SP:Iteration 18F (42686.910000 sec): 3 clusters
  Score: Raw -36408.028093 + Penalty 1853.729304 = -34554.298788
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 71 (207 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (42686.990000 sec): 2 clusters
  Score: Raw -16016.232159 + Penalty 866.566804 = -15149.665355
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (42687.160000 sec): 3 clusters
  Score: Raw -16148.964122 + Penalty 1733.133608 = -14415.830515
  nChanged 31
		SP:Iteration 1F (42687.290000 sec): 3 clusters
  Score: Raw -16266.608875 + Penalty 1733.133608 = -14533.475267
  nChanged 9
		SP:Iteration 2Q (42687.410000 sec): 3 clusters
  Score: Raw -16313.248235 + Penalty 1733.133608 = -14580.114627
  nChanged 3
		SP:Iteration 3Q (42687.540000 sec): 3 clusters
  Score: Raw -16325.437125 + Penalty 1733.133608 = -14592.303517
  nChanged 0
		SP:Iteration 4F (42687.710000 sec): 3 clusters
  Score: Raw -16325.437125 + Penalty 1733.133608 = -14592.303517
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 73 (187 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (42687.790000 sec): 2 clusters
  Score: Raw -17024.030580 + Penalty 850.055150 = -16173.975430
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (42687.950000 sec): 3 clusters
  Score: Raw -17201.389133 + Penalty 1700.110300 = -15501.278832
  nChanged 34
		SP:Iteration 1F (42688.110000 sec): 3 clusters
  Score: Raw -17399.918447 + Penalty 1700.110300 = -15699.808146
  nChanged 9
		SP:Iteration 2Q (42688.230000 sec): 3 clusters
  Score: Raw -17436.859648 + Penalty 1700.110300 = -15736.749348
  nChanged 1
		SP:Iteration 3Q (42688.370000 sec): 3 clusters
  Score: Raw -17446.074863 + Penalty 1700.110300 = -15745.964563
  nChanged 1
		SP:Iteration 4Q (42688.510000 sec): 3 clusters
  Score: Raw -17448.497095 + Penalty 1700.110300 = -15748.386795
  nChanged 0
		SP:Iteration 5F (42688.660000 sec): 3 clusters
  Score: Raw -17448.497095 + Penalty 1700.110300 = -15748.386795
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 74 (575 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (42688.710000 sec): 2 clusters
  Score: Raw -83057.544918 + Penalty 1032.585132 = -82024.959786
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (42688.870000 sec): 3 clusters
  Score: Raw -83059.431836 + Penalty 2065.170263 = -80994.261573
  nChanged 139
		SP:Iteration 1F (42689.030000 sec): 3 clusters
  Score: Raw -83375.063743 + Penalty 2065.170263 = -81309.893480
  nChanged 63
		SP:Iteration 2F (42689.150000 sec): 3 clusters
  Score: Raw -83503.729572 + Penalty 2065.170263 = -81438.559309
  nChanged 27
		SP:Iteration 3Q (42689.310000 sec): 3 clusters
  Score: Raw -83552.886169 + Penalty 2065.170263 = -81487.715905
  nChanged 15
		SP:Iteration 4Q (42689.470000 sec): 3 clusters
  Score: Raw -83595.249363 + Penalty 2065.170263 = -81530.079100
  nChanged 11
		SP:Iteration 5Q (42689.630000 sec): 3 clusters
  Score: Raw -83616.663374 + Penalty 2065.170263 = -81551.493110
  nChanged 6
		SP:Iteration 6Q (42689.790000 sec): 3 clusters
  Score: Raw -83629.440496 + Penalty 2065.170263 = -81564.270232
  nChanged 1
		SP:Iteration 7Q (42689.950000 sec): 3 clusters
  Score: Raw -83636.668014 + Penalty 2065.170263 = -81571.497751
  nChanged 1
		SP:Iteration 8Q (42690.110000 sec): 3 clusters
  Score: Raw -83642.652320 + Penalty 2065.170263 = -81577.482057
  nChanged 3
		SP:Iteration 9Q (42690.270000 sec): 3 clusters
  Score: Raw -83649.922389 + Penalty 2065.170263 = -81584.752126
  nChanged 1
		SP:Iteration 10Q (42690.430000 sec): 3 clusters
  Score: Raw -83650.465932 + Penalty 2065.170263 = -81585.295669
  nChanged 0
		SP:Iteration 11F (42690.590000 sec): 3 clusters
  Score: Raw -83650.465932 + Penalty 2065.170263 = -81585.295669
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 75 (129 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (42690.670000 sec): 2 clusters
  Score: Raw -7980.161838 + Penalty 789.719516 = -7190.442322
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (42690.830000 sec): 3 clusters
  Score: Raw -8324.221033 + Penalty 1579.439031 = -6744.782002
  nChanged 26
		SP:Iteration 1F (42690.990000 sec): 3 clusters
  Score: Raw -8464.628608 + Penalty 1579.439031 = -6885.189577
  nChanged 5
		SP:Iteration 2Q (42691.150000 sec): 3 clusters
  Score: Raw -8525.186100 + Penalty 1579.439031 = -6945.747068
  nChanged 1
		SP:Iteration 3Q (42691.310000 sec): 3 clusters
  Score: Raw -8531.210415 + Penalty 1579.439031 = -6951.771383
  nChanged 0
		SP:Iteration 4F (42691.470000 sec): 3 clusters
  Score: Raw -8531.210415 + Penalty 1579.439031 = -6951.771383
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 76 (348 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (42691.550000 sec): 2 clusters
  Score: Raw -25761.766770 + Penalty 950.982903 = -24810.783867
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (42691.710000 sec): 3 clusters
  Score: Raw -25870.196220 + Penalty 1901.965806 = -23968.230414
  nChanged 78
		SP:Iteration 1F (42691.870000 sec): 3 clusters
  Score: Raw -26074.598809 + Penalty 1901.965806 = -24172.633003
  nChanged 22
		SP:Iteration 2F (42692.030000 sec): 3 clusters
  Score: Raw -26150.028750 + Penalty 1901.965806 = -24248.062944
  nChanged 14
		SP:Iteration 3Q (42692.190000 sec): 3 clusters
  Score: Raw -26221.346860 + Penalty 1901.965806 = -24319.381054
  nChanged 11
		SP:Iteration 4Q (42692.350000 sec): 3 clusters
  Score: Raw -26244.299933 + Penalty 1901.965806 = -24342.334127
  nChanged 9
		SP:Iteration 5Q (42692.550000 sec): 3 clusters
  Score: Raw -26293.255319 + Penalty 1901.965806 = -24391.289513
  nChanged 9
		SP:Iteration 6Q (42692.710000 sec): 3 clusters
  Score: Raw -26334.401891 + Penalty 1901.965806 = -24432.436085
  nChanged 4
		SP:Iteration 7Q (42692.870000 sec): 3 clusters
  Score: Raw -26353.343999 + Penalty 1901.965806 = -24451.378193
  nChanged 3
		SP:Iteration 8Q (42693.030000 sec): 3 clusters
  Score: Raw -26359.765278 + Penalty 1901.965806 = -24457.799472
  nChanged 2
		SP:Iteration 9Q (42693.190000 sec): 3 clusters
  Score: Raw -26366.160689 + Penalty 1901.965806 = -24464.194883
  nChanged 2
		SP:Iteration 10Q (42693.350000 sec): 3 clusters
  Score: Raw -26368.991591 + Penalty 1901.965806 = -24467.025785
  nChanged 1
		SP:Iteration 11Q (42693.500000 sec): 3 clusters
  Score: Raw -26370.391149 + Penalty 1901.965806 = -24468.425344
  nChanged 0
		SP:Iteration 12F (42693.660000 sec): 3 clusters
  Score: Raw -26370.790415 + Penalty 1901.965806 = -24468.824609
  nChanged 1
		SP:Iteration 13Q (42693.820000 sec): 3 clusters
  Score: Raw -26400.326374 + Penalty 1901.965806 = -24498.360568
  nChanged 6
		SP:Iteration 14Q (42693.980000 sec): 3 clusters
  Score: Raw -26438.967108 + Penalty 1901.965806 = -24537.001302
  nChanged 6
		SP:Iteration 15Q (42694.140000 sec): 3 clusters
  Score: Raw -26467.485468 + Penalty 1901.965806 = -24565.519662
  nChanged 4
		SP:Iteration 16Q (42694.300000 sec): 3 clusters
  Score: Raw -26486.495677 + Penalty 1901.965806 = -24584.529871
  nChanged 4
		SP:Iteration 17Q (42694.460000 sec): 3 clusters
  Score: Raw -26500.662208 + Penalty 1901.965806 = -24598.696403
  nChanged 2
		SP:Iteration 18Q (42694.620000 sec): 3 clusters
  Score: Raw -26506.350720 + Penalty 1901.965806 = -24604.384914
  nChanged 0
		SP:Iteration 19F (42694.780000 sec): 3 clusters
  Score: Raw -26506.350720 + Penalty 1901.965806 = -24604.384914
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 77 (221 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (42694.850000 sec): 2 clusters
  Score: Raw -19349.789154 + Penalty 877.201439 = -18472.587715
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (42695.000000 sec): 3 clusters
  Score: Raw -19457.387714 + Penalty 1754.402878 = -17702.984836
  nChanged 39
		SP:Iteration 1F (42695.160000 sec): 3 clusters
  Score: Raw -19586.298573 + Penalty 1754.402878 = -17831.895695
  nChanged 12
		SP:Iteration 2F (42695.320000 sec): 3 clusters
  Score: Raw -19639.977586 + Penalty 1754.402878 = -17885.574708
  nChanged 7
		SP:Iteration 3Q (42695.480000 sec): 3 clusters
  Score: Raw -19659.675472 + Penalty 1754.402878 = -17905.272594
  nChanged 1
		SP:Iteration 4Q (42695.640000 sec): 3 clusters
  Score: Raw -19660.771841 + Penalty 1754.402878 = -17906.368963
  nChanged 0
		SP:Iteration 5F (42695.810000 sec): 3 clusters
  Score: Raw -19660.771841 + Penalty 1754.402878 = -17906.368963
  nChanged 0
Deleting Class 67 (64 points): Lose 1482.843496 but Gain 2224.536093
Iteration 403F (42846.990000 sec): 75 clusters
  Score: Raw -104764715.060281 + Penalty 164615.670902 = -104600099.389378
  nChanged 64
Iteration 404F (42993.650000 sec): 75 clusters
  Score: Raw -104765101.081170 + Penalty 164615.670902 = -104600485.410268
  nChanged 7
Iteration 405Q (43095.610000 sec): 75 clusters
  Score: Raw -104765208.890570 + Penalty 164615.670902 = -104600593.219668
  nChanged 5
Iteration 406Q (43200.250000 sec): 75 clusters
  Score: Raw -104765241.038390 + Penalty 164615.670902 = -104600625.367488
  nChanged 1
Iteration 407Q (43299.860000 sec): 75 clusters
  Score: Raw -104765242.630078 + Penalty 164615.670902 = -104600626.959175
  nChanged 1
Iteration 408Q (43388.440000 sec): 75 clusters
  Score: Raw -104765243.161933 + Penalty 164615.670902 = -104600627.491031
  nChanged 0
Iteration 409F (43537.440000 sec): 75 clusters
  Score: Raw -104765243.161933 + Penalty 164615.670902 = -104600627.491031
  nChanged 0
Compute initial score before splitting:   Score: Raw -104765243.161933 + Penalty 164615.670902 = -104600627.491031
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 1 (10307 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (43537.540000 sec): 2 clusters
  Score: Raw -1223213.568741 + Penalty 1501.594015 = -1221711.974726
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (43537.770000 sec): 3 clusters
  Score: Raw -1217417.144750 + Penalty 3003.188030 = -1214413.956719
  nChanged 4411
		SP:Iteration 1F (43538.000000 sec): 3 clusters
  Score: Raw -1219711.887142 + Penalty 3003.188030 = -1216708.699112
  nChanged 608
		SP:Iteration 2F (43538.260000 sec): 3 clusters
  Score: Raw -1219959.082589 + Penalty 3003.188030 = -1216955.894558
  nChanged 509
		SP:Iteration 3Q (43538.450000 sec): 3 clusters
  Score: Raw -1220185.295184 + Penalty 3003.188030 = -1217182.107153
  nChanged 523
		SP:Iteration 4F (43538.700000 sec): 3 clusters
  Score: Raw -1220444.612175 + Penalty 3003.188030 = -1217441.424145
  nChanged 546
		SP:Iteration 5F (43538.900000 sec): 3 clusters
  Score: Raw -1220761.797628 + Penalty 3003.188030 = -1217758.609597
  nChanged 579
		SP:Iteration 6F (43539.090000 sec): 3 clusters
  Score: Raw -1221148.238861 + Penalty 3003.188030 = -1218145.050831
  nChanged 657
		SP:Iteration 7F (43539.350000 sec): 3 clusters
  Score: Raw -1221654.824805 + Penalty 3003.188030 = -1218651.636775
  nChanged 580
		SP:Iteration 8F (43539.600000 sec): 3 clusters
  Score: Raw -1222123.481211 + Penalty 3003.188030 = -1219120.293181
  nChanged 524
		SP:Iteration 9F (43539.770000 sec): 3 clusters
  Score: Raw -1222574.435111 + Penalty 3003.188030 = -1219571.247080
  nChanged 379
		SP:Iteration 10Q (43540.030000 sec): 3 clusters
  Score: Raw -1222888.148211 + Penalty 3003.188030 = -1219884.960181
  nChanged 238
		SP:Iteration 11Q (43540.250000 sec): 3 clusters
  Score: Raw -1223088.155831 + Penalty 3003.188030 = -1220084.967801
  nChanged 149
		SP:Iteration 12Q (43540.530000 sec): 3 clusters
  Score: Raw -1223214.970184 + Penalty 3003.188030 = -1220211.782154
  nChanged 77
		SP:Iteration 13Q (43540.800000 sec): 3 clusters
  Score: Raw -1223274.008296 + Penalty 3003.188030 = -1220270.820265
  nChanged 49
		SP:Iteration 14Q (43541.010000 sec): 3 clusters
  Score: Raw -1223327.257265 + Penalty 3003.188030 = -1220324.069234
  nChanged 41
		SP:Iteration 15Q (43541.200000 sec): 3 clusters
  Score: Raw -1223368.728361 + Penalty 3003.188030 = -1220365.540331
  nChanged 30
		SP:Iteration 16Q (43541.430000 sec): 3 clusters
  Score: Raw -1223394.344840 + Penalty 3003.188030 = -1220391.156810
  nChanged 21
		SP:Iteration 17Q (43541.630000 sec): 3 clusters
  Score: Raw -1223411.554097 + Penalty 3003.188030 = -1220408.366066
  nChanged 16
		SP:Iteration 18Q (43541.840000 sec): 3 clusters
  Score: Raw -1223424.695680 + Penalty 3003.188030 = -1220421.507650
  nChanged 13
		SP:Iteration 19Q (43542.110000 sec): 3 clusters
  Score: Raw -1223440.284131 + Penalty 3003.188030 = -1220437.096101
  nChanged 11
		SP:Iteration 20F (43542.330000 sec): 3 clusters
  Score: Raw -1223453.419970 + Penalty 3003.188030 = -1220450.231940
  nChanged 11
		SP:Iteration 21Q (43542.510000 sec): 3 clusters
  Score: Raw -1223462.740233 + Penalty 3003.188030 = -1220459.552203
  nChanged 8
		SP:Iteration 22Q (43542.780000 sec): 3 clusters
  Score: Raw -1223468.571482 + Penalty 3003.188030 = -1220465.383452
  nChanged 9
		SP:Iteration 23Q (43542.960000 sec): 3 clusters
  Score: Raw -1223474.979426 + Penalty 3003.188030 = -1220471.791396
  nChanged 7
		SP:Iteration 24Q (43543.200000 sec): 3 clusters
  Score: Raw -1223479.343482 + Penalty 3003.188030 = -1220476.155452
  nChanged 3
		SP:Iteration 25Q (43543.410000 sec): 3 clusters
  Score: Raw -1223482.750112 + Penalty 3003.188030 = -1220479.562082
  nChanged 3
		SP:Iteration 26Q (43543.710000 sec): 3 clusters
  Score: Raw -1223492.565496 + Penalty 3003.188030 = -1220489.377465
  nChanged 9
		SP:Iteration 27Q (43543.970000 sec): 3 clusters
  Score: Raw -1223503.118438 + Penalty 3003.188030 = -1220499.930408
  nChanged 5
		SP:Iteration 28Q (43544.220000 sec): 3 clusters
  Score: Raw -1223510.181569 + Penalty 3003.188030 = -1220506.993538
  nChanged 7
		SP:Iteration 29Q (43544.420000 sec): 3 clusters
  Score: Raw -1223517.074489 + Penalty 3003.188030 = -1220513.886459
  nChanged 5
		SP:Iteration 30Q (43544.600000 sec): 3 clusters
  Score: Raw -1223520.822140 + Penalty 3003.188030 = -1220517.634110
  nChanged 7
		SP:Iteration 31Q (43544.850000 sec): 3 clusters
  Score: Raw -1223528.146815 + Penalty 3003.188030 = -1220524.958784
  nChanged 6
		SP:Iteration 32Q (43545.090000 sec): 3 clusters
  Score: Raw -1223532.473886 + Penalty 3003.188030 = -1220529.285855
  nChanged 6
		SP:Iteration 33Q (43545.320000 sec): 3 clusters
  Score: Raw -1223538.125330 + Penalty 3003.188030 = -1220534.937300
  nChanged 4
		SP:Iteration 34Q (43545.590000 sec): 3 clusters
  Score: Raw -1223541.288420 + Penalty 3003.188030 = -1220538.100390
  nChanged 2
		SP:Iteration 35Q (43545.820000 sec): 3 clusters
  Score: Raw -1223542.129696 + Penalty 3003.188030 = -1220538.941665
  nChanged 2
		SP:Iteration 36Q (43546.020000 sec): 3 clusters
  Score: Raw -1223542.756493 + Penalty 3003.188030 = -1220539.568462
  nChanged 1
		SP:Iteration 37Q (43546.180000 sec): 3 clusters
  Score: Raw -1223544.694658 + Penalty 3003.188030 = -1220541.506627
  nChanged 2
		SP:Iteration 38Q (43546.380000 sec): 3 clusters
  Score: Raw -1223547.702556 + Penalty 3003.188030 = -1220544.514526
  nChanged 3
		SP:Iteration 39Q (43546.550000 sec): 3 clusters
  Score: Raw -1223549.611780 + Penalty 3003.188030 = -1220546.423750
  nChanged 3
		SP:Iteration 40F (43546.860000 sec): 3 clusters
  Score: Raw -1223551.973281 + Penalty 3003.188030 = -1220548.785250
  nChanged 1
		SP:Iteration 41Q (43547.110000 sec): 3 clusters
  Score: Raw -1223552.122608 + Penalty 3003.188030 = -1220548.934577
  nChanged 0
		SP:Iteration 42F (43547.320000 sec): 3 clusters
  Score: Raw -1223552.122608 + Penalty 3003.188030 = -1220548.934577
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 2 (23921 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (43547.560000 sec): 2 clusters
  Score: Raw -3008506.404192 + Penalty 1638.408202 = -3006867.995990
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (43547.910000 sec): 3 clusters
  Score: Raw -2993933.895466 + Penalty 3276.816404 = -2990657.079061
  nChanged 10895
		SP:Iteration 1F (43548.260000 sec): 3 clusters
  Score: Raw -3000119.961044 + Penalty 3276.816404 = -2996843.144640
  nChanged 1239
		SP:Iteration 2F (43548.580000 sec): 3 clusters
  Score: Raw -3000603.036102 + Penalty 3276.816404 = -2997326.219698
  nChanged 1239
		SP:Iteration 3F (43548.890000 sec): 3 clusters
  Score: Raw -3001162.905583 + Penalty 3276.816404 = -2997886.089179
  nChanged 1413
		SP:Iteration 4F (43549.230000 sec): 3 clusters
  Score: Raw -3001976.787591 + Penalty 3276.816404 = -2998699.971187
  nChanged 1616
		SP:Iteration 5F (43549.500000 sec): 3 clusters
  Score: Raw -3003153.159039 + Penalty 3276.816404 = -2999876.342635
  nChanged 1779
		SP:Iteration 6F (43549.770000 sec): 3 clusters
  Score: Raw -3004645.834559 + Penalty 3276.816404 = -3001369.018155
  nChanged 1651
		SP:Iteration 7F (43550.150000 sec): 3 clusters
  Score: Raw -3006200.183441 + Penalty 3276.816404 = -3002923.367037
  nChanged 1215
		SP:Iteration 8F (43550.410000 sec): 3 clusters
  Score: Raw -3007369.803106 + Penalty 3276.816404 = -3004092.986701
  nChanged 696
		SP:Iteration 9Q (43550.730000 sec): 3 clusters
  Score: Raw -3007986.597240 + Penalty 3276.816404 = -3004709.780836
  nChanged 377
		SP:Iteration 10Q (43551.010000 sec): 3 clusters
  Score: Raw -3008303.758168 + Penalty 3276.816404 = -3005026.941763
  nChanged 210
		SP:Iteration 11Q (43551.380000 sec): 3 clusters
  Score: Raw -3008496.500020 + Penalty 3276.816404 = -3005219.683616
  nChanged 102
		SP:Iteration 12Q (43551.690000 sec): 3 clusters
  Score: Raw -3008601.396227 + Penalty 3276.816404 = -3005324.579823
  nChanged 60
		SP:Iteration 13Q (43552.020000 sec): 3 clusters
  Score: Raw -3008660.938886 + Penalty 3276.816404 = -3005384.122482
  nChanged 32
		SP:Iteration 14Q (43552.320000 sec): 3 clusters
  Score: Raw -3008699.920517 + Penalty 3276.816404 = -3005423.104113
  nChanged 23
		SP:Iteration 15Q (43552.610000 sec): 3 clusters
  Score: Raw -3008721.720089 + Penalty 3276.816404 = -3005444.903684
  nChanged 10
		SP:Iteration 16Q (43552.910000 sec): 3 clusters
  Score: Raw -3008730.220782 + Penalty 3276.816404 = -3005453.404377
  nChanged 9
		SP:Iteration 17Q (43553.150000 sec): 3 clusters
  Score: Raw -3008737.976638 + Penalty 3276.816404 = -3005461.160234
  nChanged 5
		SP:Iteration 18Q (43553.470000 sec): 3 clusters
  Score: Raw -3008740.938399 + Penalty 3276.816404 = -3005464.121994
  nChanged 7
		SP:Iteration 19Q (43553.810000 sec): 3 clusters
  Score: Raw -3008748.932016 + Penalty 3276.816404 = -3005472.115611
  nChanged 6
		SP:Iteration 20F (43554.130000 sec): 3 clusters
  Score: Raw -3008756.574269 + Penalty 3276.816404 = -3005479.757865
  nChanged 4
		SP:Iteration 21Q (43554.490000 sec): 3 clusters
  Score: Raw -3008762.725299 + Penalty 3276.816404 = -3005485.908895
  nChanged 5
		SP:Iteration 22Q (43554.730000 sec): 3 clusters
  Score: Raw -3008768.134515 + Penalty 3276.816404 = -3005491.318111
  nChanged 4
		SP:Iteration 23Q (43555.050000 sec): 3 clusters
  Score: Raw -3008770.797153 + Penalty 3276.816404 = -3005493.980748
  nChanged 3
		SP:Iteration 24Q (43555.400000 sec): 3 clusters
  Score: Raw -3008773.821436 + Penalty 3276.816404 = -3005497.005032
  nChanged 1
		SP:Iteration 25Q (43555.740000 sec): 3 clusters
  Score: Raw -3008774.291494 + Penalty 3276.816404 = -3005497.475090
  nChanged 2
		SP:Iteration 26Q (43556.090000 sec): 3 clusters
  Score: Raw -3008777.372955 + Penalty 3276.816404 = -3005500.556551
  nChanged 2
		SP:Iteration 27Q (43556.440000 sec): 3 clusters
  Score: Raw -3008780.113217 + Penalty 3276.816404 = -3005503.296813
  nChanged 4
		SP:Iteration 28Q (43556.690000 sec): 3 clusters
  Score: Raw -3008785.408598 + Penalty 3276.816404 = -3005508.592194
  nChanged 5
		SP:Iteration 29Q (43557.030000 sec): 3 clusters
  Score: Raw -3008790.939932 + Penalty 3276.816404 = -3005514.123527
  nChanged 6
		SP:Iteration 30Q (43557.320000 sec): 3 clusters
  Score: Raw -3008795.836632 + Penalty 3276.816404 = -3005519.020228
  nChanged 5
		SP:Iteration 31Q (43557.670000 sec): 3 clusters
  Score: Raw -3008800.618576 + Penalty 3276.816404 = -3005523.802172
  nChanged 3
		SP:Iteration 32Q (43557.990000 sec): 3 clusters
  Score: Raw -3008804.115111 + Penalty 3276.816404 = -3005527.298707
  nChanged 1
		SP:Iteration 33Q (43558.260000 sec): 3 clusters
  Score: Raw -3008805.025147 + Penalty 3276.816404 = -3005528.208743
  nChanged 2
		SP:Iteration 34Q (43558.610000 sec): 3 clusters
  Score: Raw -3008808.627184 + Penalty 3276.816404 = -3005531.810780
  nChanged 5
		SP:Iteration 35Q (43558.910000 sec): 3 clusters
  Score: Raw -3008812.906577 + Penalty 3276.816404 = -3005536.090173
  nChanged 3
		SP:Iteration 36Q (43559.210000 sec): 3 clusters
  Score: Raw -3008814.674289 + Penalty 3276.816404 = -3005537.857884
  nChanged 0
		SP:Iteration 37F (43559.560000 sec): 3 clusters
  Score: Raw -3008814.674289 + Penalty 3276.816404 = -3005537.857884
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 3 (146 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (43559.630000 sec): 2 clusters
  Score: Raw -16929.937136 + Penalty 809.836076 = -16120.101060
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (43559.760000 sec): 3 clusters
  Score: Raw -17181.986643 + Penalty 1619.672152 = -15562.314491
  nChanged 21
		SP:Iteration 1F (43559.930000 sec): 3 clusters
  Score: Raw -17314.007518 + Penalty 1619.672152 = -15694.335365
  nChanged 4
		SP:Iteration 2Q (43560.110000 sec): 3 clusters
  Score: Raw -17342.197823 + Penalty 1619.672152 = -15722.525671
  nChanged 4
		SP:Iteration 3Q (43560.240000 sec): 3 clusters
  Score: Raw -17368.344706 + Penalty 1619.672152 = -15748.672554
  nChanged 2
		SP:Iteration 4Q (43560.360000 sec): 3 clusters
  Score: Raw -17386.924351 + Penalty 1619.672152 = -15767.252199
  nChanged 1
		SP:Iteration 5Q (43560.500000 sec): 3 clusters
  Score: Raw -17396.492674 + Penalty 1619.672152 = -15776.820522
  nChanged 1
		SP:Iteration 6Q (43560.600000 sec): 3 clusters
  Score: Raw -17399.606336 + Penalty 1619.672152 = -15779.934184
  nChanged 2
		SP:Iteration 7Q (43560.770000 sec): 3 clusters
  Score: Raw -17416.511983 + Penalty 1619.672152 = -15796.839831
  nChanged 0
		SP:Iteration 8F (43560.940000 sec): 3 clusters
  Score: Raw -17419.911206 + Penalty 1619.672152 = -15800.239054
  nChanged 1
		SP:Iteration 9Q (43561.070000 sec): 3 clusters
  Score: Raw -17429.267371 + Penalty 1619.672152 = -15809.595219
  nChanged 0
		SP:Iteration 10F (43561.280000 sec): 3 clusters
  Score: Raw -17429.267371 + Penalty 1619.672152 = -15809.595219
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 4 (1341 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (43561.340000 sec): 2 clusters
  Score: Raw -150120.023181 + Penalty 1170.190269 = -148949.832912
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (43561.530000 sec): 3 clusters
  Score: Raw -149619.541780 + Penalty 2340.380537 = -147279.161243
  nChanged 424
		SP:Iteration 1F (43561.710000 sec): 3 clusters
  Score: Raw -150016.847383 + Penalty 2340.380537 = -147676.466846
  nChanged 152
		SP:Iteration 2F (43561.900000 sec): 3 clusters
  Score: Raw -150273.146225 + Penalty 2340.380537 = -147932.765688
  nChanged 133
		SP:Iteration 3F (43562.070000 sec): 3 clusters
  Score: Raw -150501.304284 + Penalty 2340.380537 = -148160.923747
  nChanged 108
		SP:Iteration 4F (43562.240000 sec): 3 clusters
  Score: Raw -150702.111304 + Penalty 2340.380537 = -148361.730767
  nChanged 67
		SP:Iteration 5Q (43562.390000 sec): 3 clusters
  Score: Raw -150831.199688 + Penalty 2340.380537 = -148490.819151
  nChanged 46
		SP:Iteration 6Q (43562.520000 sec): 3 clusters
  Score: Raw -150888.934167 + Penalty 2340.380537 = -148548.553630
  nChanged 30
		SP:Iteration 7Q (43562.660000 sec): 3 clusters
  Score: Raw -150922.388750 + Penalty 2340.380537 = -148582.008213
  nChanged 22
		SP:Iteration 8Q (43562.800000 sec): 3 clusters
  Score: Raw -150939.765488 + Penalty 2340.380537 = -148599.384950
  nChanged 7
		SP:Iteration 9Q (43562.980000 sec): 3 clusters
  Score: Raw -150943.383342 + Penalty 2340.380537 = -148603.002805
  nChanged 4
		SP:Iteration 10Q (43563.080000 sec): 3 clusters
  Score: Raw -150948.441725 + Penalty 2340.380537 = -148608.061188
  nChanged 6
		SP:Iteration 11Q (43563.210000 sec): 3 clusters
  Score: Raw -150954.981589 + Penalty 2340.380537 = -148614.601052
  nChanged 6
		SP:Iteration 12Q (43563.340000 sec): 3 clusters
  Score: Raw -150959.990624 + Penalty 2340.380537 = -148619.610087
  nChanged 1
		SP:Iteration 13Q (43563.490000 sec): 3 clusters
  Score: Raw -150960.406568 + Penalty 2340.380537 = -148620.026031
  nChanged 1
		SP:Iteration 14Q (43563.660000 sec): 3 clusters
  Score: Raw -150960.879158 + Penalty 2340.380537 = -148620.498621
  nChanged 3
		SP:Iteration 15Q (43563.880000 sec): 3 clusters
  Score: Raw -150964.025296 + Penalty 2340.380537 = -148623.644759
  nChanged 4
		SP:Iteration 16Q (43564.020000 sec): 3 clusters
  Score: Raw -150969.039541 + Penalty 2340.380537 = -148628.659004
  nChanged 7
		SP:Iteration 17Q (43564.200000 sec): 3 clusters
  Score: Raw -150974.672018 + Penalty 2340.380537 = -148634.291481
  nChanged 3
		SP:Iteration 18Q (43564.340000 sec): 3 clusters
  Score: Raw -150975.946634 + Penalty 2340.380537 = -148635.566097
  nChanged 1
		SP:Iteration 19Q (43564.520000 sec): 3 clusters
  Score: Raw -150976.219116 + Penalty 2340.380537 = -148635.838579
  nChanged 0
		SP:Iteration 20F (43564.660000 sec): 3 clusters
  Score: Raw -150976.219116 + Penalty 2340.380537 = -148635.838579
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 5 (5373 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (43564.780000 sec): 2 clusters
  Score: Raw -649684.866935 + Penalty 1395.735525 = -648289.131410
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (43565.000000 sec): 3 clusters
  Score: Raw -646788.161934 + Penalty 2791.471049 = -643996.690885
  nChanged 2212
		SP:Iteration 1F (43565.240000 sec): 3 clusters
  Score: Raw -647988.199193 + Penalty 2791.471049 = -645196.728144
  nChanged 354
		SP:Iteration 2F (43565.380000 sec): 3 clusters
  Score: Raw -648183.882200 + Penalty 2791.471049 = -645392.411151
  nChanged 321
		SP:Iteration 3F (43565.560000 sec): 3 clusters
  Score: Raw -648371.772286 + Penalty 2791.471049 = -645580.301237
  nChanged 316
		SP:Iteration 4F (43565.800000 sec): 3 clusters
  Score: Raw -648575.962608 + Penalty 2791.471049 = -645784.491559
  nChanged 302
		SP:Iteration 5F (43565.950000 sec): 3 clusters
  Score: Raw -648782.319110 + Penalty 2791.471049 = -645990.848061
  nChanged 308
		SP:Iteration 6F (43566.120000 sec): 3 clusters
  Score: Raw -649012.131265 + Penalty 2791.471049 = -646220.660215
  nChanged 293
		SP:Iteration 7F (43566.270000 sec): 3 clusters
  Score: Raw -649233.446955 + Penalty 2791.471049 = -646441.975906
  nChanged 285
		SP:Iteration 8F (43566.510000 sec): 3 clusters
  Score: Raw -649470.503139 + Penalty 2791.471049 = -646679.032090
  nChanged 270
		SP:Iteration 9F (43566.730000 sec): 3 clusters
  Score: Raw -649645.603204 + Penalty 2791.471049 = -646854.132155
  nChanged 211
		SP:Iteration 10Q (43566.930000 sec): 3 clusters
  Score: Raw -649751.317180 + Penalty 2791.471049 = -646959.846131
  nChanged 132
		SP:Iteration 11Q (43567.120000 sec): 3 clusters
  Score: Raw -649819.894231 + Penalty 2791.471049 = -647028.423181
  nChanged 118
		SP:Iteration 12Q (43567.330000 sec): 3 clusters
  Score: Raw -649871.144833 + Penalty 2791.471049 = -647079.673783
  nChanged 93
		SP:Iteration 13Q (43567.480000 sec): 3 clusters
  Score: Raw -649899.375634 + Penalty 2791.471049 = -647107.904585
  nChanged 60
		SP:Iteration 14Q (43567.650000 sec): 3 clusters
  Score: Raw -649915.384621 + Penalty 2791.471049 = -647123.913571
  nChanged 53
		SP:Iteration 15Q (43567.860000 sec): 3 clusters
  Score: Raw -649926.675617 + Penalty 2791.471049 = -647135.204568
  nChanged 30
		SP:Iteration 16Q (43568.050000 sec): 3 clusters
  Score: Raw -649934.321692 + Penalty 2791.471049 = -647142.850642
  nChanged 29
		SP:Iteration 17Q (43568.210000 sec): 3 clusters
  Score: Raw -649939.932835 + Penalty 2791.471049 = -647148.461785
  nChanged 18
		SP:Iteration 18Q (43568.380000 sec): 3 clusters
  Score: Raw -649944.430057 + Penalty 2791.471049 = -647152.959007
  nChanged 24
		SP:Iteration 19Q (43568.560000 sec): 3 clusters
  Score: Raw -649951.540977 + Penalty 2791.471049 = -647160.069927
  nChanged 30
		SP:Iteration 20F (43568.720000 sec): 3 clusters
  Score: Raw -649961.092349 + Penalty 2791.471049 = -647169.621299
  nChanged 26
		SP:Iteration 21Q (43568.910000 sec): 3 clusters
  Score: Raw -649968.373885 + Penalty 2791.471049 = -647176.902835
  nChanged 22
		SP:Iteration 22Q (43569.200000 sec): 3 clusters
  Score: Raw -649973.502578 + Penalty 2791.471049 = -647182.031528
  nChanged 17
		SP:Iteration 23Q (43569.410000 sec): 3 clusters
  Score: Raw -649977.866620 + Penalty 2791.471049 = -647186.395570
  nChanged 22
		SP:Iteration 24Q (43569.600000 sec): 3 clusters
  Score: Raw -649982.551434 + Penalty 2791.471049 = -647191.080384
  nChanged 16
		SP:Iteration 25Q (43569.850000 sec): 3 clusters
  Score: Raw -649987.363871 + Penalty 2791.471049 = -647195.892822
  nChanged 17
		SP:Iteration 26Q (43570.100000 sec): 3 clusters
  Score: Raw -649991.064321 + Penalty 2791.471049 = -647199.593271
  nChanged 14
		SP:Iteration 27Q (43570.240000 sec): 3 clusters
  Score: Raw -649993.972949 + Penalty 2791.471049 = -647202.501900
  nChanged 10
		SP:Iteration 28Q (43570.470000 sec): 3 clusters
  Score: Raw -649996.107985 + Penalty 2791.471049 = -647204.636935
  nChanged 14
		SP:Iteration 29Q (43570.660000 sec): 3 clusters
  Score: Raw -649998.759080 + Penalty 2791.471049 = -647207.288030
  nChanged 8
		SP:Iteration 30Q (43570.850000 sec): 3 clusters
  Score: Raw -650000.232610 + Penalty 2791.471049 = -647208.761561
  nChanged 5
		SP:Iteration 31Q (43571.040000 sec): 3 clusters
  Score: Raw -650000.960975 + Penalty 2791.471049 = -647209.489926
  nChanged 2
		SP:Iteration 32Q (43571.190000 sec): 3 clusters
  Score: Raw -650001.159274 + Penalty 2791.471049 = -647209.688225
  nChanged 1
		SP:Iteration 33Q (43571.400000 sec): 3 clusters
  Score: Raw -650001.255439 + Penalty 2791.471049 = -647209.784390
  nChanged 0
		SP:Iteration 34F (43571.660000 sec): 3 clusters
  Score: Raw -650001.255439 + Penalty 2791.471049 = -647209.784390
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 6 (970 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (43571.760000 sec): 2 clusters
  Score: Raw -113508.727423 + Penalty 1117.560612 = -112391.166811
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (43571.980000 sec): 3 clusters
  Score: Raw -113246.843627 + Penalty 2235.121223 = -111011.722404
  nChanged 281
		SP:Iteration 1F (43572.160000 sec): 3 clusters
  Score: Raw -113537.178579 + Penalty 2235.121223 = -111302.057356
  nChanged 80
		SP:Iteration 2F (43572.370000 sec): 3 clusters
  Score: Raw -113627.934221 + Penalty 2235.121223 = -111392.812998
  nChanged 44
		SP:Iteration 3Q (43572.570000 sec): 3 clusters
  Score: Raw -113676.451326 + Penalty 2235.121223 = -111441.330103
  nChanged 29
		SP:Iteration 4Q (43572.740000 sec): 3 clusters
  Score: Raw -113717.379687 + Penalty 2235.121223 = -111482.258464
  nChanged 26
		SP:Iteration 5Q (43572.890000 sec): 3 clusters
  Score: Raw -113739.855825 + Penalty 2235.121223 = -111504.734602
  nChanged 16
		SP:Iteration 6Q (43573.050000 sec): 3 clusters
  Score: Raw -113762.185729 + Penalty 2235.121223 = -111527.064506
  nChanged 18
		SP:Iteration 7Q (43573.210000 sec): 3 clusters
  Score: Raw -113780.255729 + Penalty 2235.121223 = -111545.134506
  nChanged 19
		SP:Iteration 8Q (43573.350000 sec): 3 clusters
  Score: Raw -113796.719296 + Penalty 2235.121223 = -111561.598073
  nChanged 10
		SP:Iteration 9Q (43573.530000 sec): 3 clusters
  Score: Raw -113805.388877 + Penalty 2235.121223 = -111570.267654
  nChanged 11
		SP:Iteration 10Q (43573.660000 sec): 3 clusters
  Score: Raw -113818.021054 + Penalty 2235.121223 = -111582.899831
  nChanged 14
		SP:Iteration 11Q (43573.800000 sec): 3 clusters
  Score: Raw -113833.603582 + Penalty 2235.121223 = -111598.482358
  nChanged 10
		SP:Iteration 12Q (43573.950000 sec): 3 clusters
  Score: Raw -113843.872310 + Penalty 2235.121223 = -111608.751087
  nChanged 10
		SP:Iteration 13Q (43574.060000 sec): 3 clusters
  Score: Raw -113850.920597 + Penalty 2235.121223 = -111615.799374
  nChanged 2
		SP:Iteration 14Q (43574.190000 sec): 3 clusters
  Score: Raw -113854.128429 + Penalty 2235.121223 = -111619.007206
  nChanged 1
		SP:Iteration 15Q (43574.340000 sec): 3 clusters
  Score: Raw -113855.038248 + Penalty 2235.121223 = -111619.917025
  nChanged 1
		SP:Iteration 16Q (43574.480000 sec): 3 clusters
  Score: Raw -113855.349989 + Penalty 2235.121223 = -111620.228765
  nChanged 0
		SP:Iteration 17F (43574.620000 sec): 3 clusters
  Score: Raw -113855.349989 + Penalty 2235.121223 = -111620.228765
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 7 (4084 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (43574.700000 sec): 2 clusters
  Score: Raw -497017.289403 + Penalty 1351.160229 = -495666.129174
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (43574.870000 sec): 3 clusters
  Score: Raw -494987.291937 + Penalty 2702.320458 = -492284.971479
  nChanged 1629
		SP:Iteration 1F (43575.040000 sec): 3 clusters
  Score: Raw -495903.240283 + Penalty 2702.320458 = -493200.919825
  nChanged 292
		SP:Iteration 2F (43575.200000 sec): 3 clusters
  Score: Raw -496096.004858 + Penalty 2702.320458 = -493393.684399
  nChanged 236
		SP:Iteration 3F (43575.370000 sec): 3 clusters
  Score: Raw -496204.309625 + Penalty 2702.320458 = -493501.989167
  nChanged 164
		SP:Iteration 4Q (43575.530000 sec): 3 clusters
  Score: Raw -496281.659075 + Penalty 2702.320458 = -493579.338616
  nChanged 125
		SP:Iteration 5Q (43575.690000 sec): 3 clusters
  Score: Raw -496337.349954 + Penalty 2702.320458 = -493635.029496
  nChanged 110
		SP:Iteration 6Q (43575.850000 sec): 3 clusters
  Score: Raw -496387.255465 + Penalty 2702.320458 = -493684.935007
  nChanged 85
		SP:Iteration 7Q (43576.020000 sec): 3 clusters
  Score: Raw -496424.065333 + Penalty 2702.320458 = -493721.744875
  nChanged 72
		SP:Iteration 8Q (43576.180000 sec): 3 clusters
  Score: Raw -496449.395359 + Penalty 2702.320458 = -493747.074901
  nChanged 64
		SP:Iteration 9Q (43576.350000 sec): 3 clusters
  Score: Raw -496471.873428 + Penalty 2702.320458 = -493769.552969
  nChanged 56
		SP:Iteration 10Q (43576.510000 sec): 3 clusters
  Score: Raw -496491.378723 + Penalty 2702.320458 = -493789.058264
  nChanged 47
		SP:Iteration 11Q (43576.670000 sec): 3 clusters
  Score: Raw -496504.605514 + Penalty 2702.320458 = -493802.285055
  nChanged 35
		SP:Iteration 12Q (43576.830000 sec): 3 clusters
  Score: Raw -496514.069251 + Penalty 2702.320458 = -493811.748793
  nChanged 30
		SP:Iteration 13Q (43577.000000 sec): 3 clusters
  Score: Raw -496520.341268 + Penalty 2702.320458 = -493818.020810
  nChanged 28
		SP:Iteration 14Q (43577.160000 sec): 3 clusters
  Score: Raw -496529.615491 + Penalty 2702.320458 = -493827.295033
  nChanged 35
		SP:Iteration 15Q (43577.330000 sec): 3 clusters
  Score: Raw -496540.825757 + Penalty 2702.320458 = -493838.505298
  nChanged 38
		SP:Iteration 16Q (43577.490000 sec): 3 clusters
  Score: Raw -496553.714009 + Penalty 2702.320458 = -493851.393551
  nChanged 36
		SP:Iteration 17Q (43577.650000 sec): 3 clusters
  Score: Raw -496566.970910 + Penalty 2702.320458 = -493864.650452
  nChanged 35
		SP:Iteration 18Q (43577.810000 sec): 3 clusters
  Score: Raw -496578.988575 + Penalty 2702.320458 = -493876.668117
  nChanged 33
		SP:Iteration 19Q (43577.980000 sec): 3 clusters
  Score: Raw -496588.784762 + Penalty 2702.320458 = -493886.464303
  nChanged 29
		SP:Iteration 20F (43578.180000 sec): 3 clusters
  Score: Raw -496601.783953 + Penalty 2702.320458 = -493899.463495
  nChanged 32
		SP:Iteration 21Q (43578.310000 sec): 3 clusters
  Score: Raw -496612.163919 + Penalty 2702.320458 = -493909.843460
  nChanged 34
		SP:Iteration 22Q (43578.520000 sec): 3 clusters
  Score: Raw -496622.978380 + Penalty 2702.320458 = -493920.657922
  nChanged 33
		SP:Iteration 23Q (43578.660000 sec): 3 clusters
  Score: Raw -496634.021555 + Penalty 2702.320458 = -493931.701097
  nChanged 32
		SP:Iteration 24Q (43578.820000 sec): 3 clusters
  Score: Raw -496642.212558 + Penalty 2702.320458 = -493939.892100
  nChanged 21
		SP:Iteration 25Q (43578.980000 sec): 3 clusters
  Score: Raw -496648.632806 + Penalty 2702.320458 = -493946.312348
  nChanged 16
		SP:Iteration 26Q (43579.140000 sec): 3 clusters
  Score: Raw -496653.350120 + Penalty 2702.320458 = -493951.029661
  nChanged 11
		SP:Iteration 27Q (43579.300000 sec): 3 clusters
  Score: Raw -496656.650114 + Penalty 2702.320458 = -493954.329656
  nChanged 20
		SP:Iteration 28Q (43579.460000 sec): 3 clusters
  Score: Raw -496661.421234 + Penalty 2702.320458 = -493959.100775
  nChanged 21
		SP:Iteration 29Q (43579.620000 sec): 3 clusters
  Score: Raw -496668.294662 + Penalty 2702.320458 = -493965.974203
  nChanged 17
		SP:Iteration 30Q (43579.780000 sec): 3 clusters
  Score: Raw -496675.578997 + Penalty 2702.320458 = -493973.258539
  nChanged 21
		SP:Iteration 31Q (43579.940000 sec): 3 clusters
  Score: Raw -496685.153317 + Penalty 2702.320458 = -493982.832859
  nChanged 26
		SP:Iteration 32Q (43580.100000 sec): 3 clusters
  Score: Raw -496693.395847 + Penalty 2702.320458 = -493991.075389
  nChanged 28
		SP:Iteration 33Q (43580.260000 sec): 3 clusters
  Score: Raw -496701.121027 + Penalty 2702.320458 = -493998.800569
  nChanged 21
		SP:Iteration 34Q (43580.410000 sec): 3 clusters
  Score: Raw -496707.181491 + Penalty 2702.320458 = -494004.861033
  nChanged 21
		SP:Iteration 35Q (43580.570000 sec): 3 clusters
  Score: Raw -496712.966182 + Penalty 2702.320458 = -494010.645724
  nChanged 14
		SP:Iteration 36Q (43580.730000 sec): 3 clusters
  Score: Raw -496716.600883 + Penalty 2702.320458 = -494014.280424
  nChanged 13
		SP:Iteration 37Q (43580.890000 sec): 3 clusters
  Score: Raw -496719.779374 + Penalty 2702.320458 = -494017.458916
  nChanged 11
		SP:Iteration 38Q (43581.050000 sec): 3 clusters
  Score: Raw -496722.024620 + Penalty 2702.320458 = -494019.704162
  nChanged 9
		SP:Iteration 39Q (43581.210000 sec): 3 clusters
  Score: Raw -496724.312346 + Penalty 2702.320458 = -494021.991888
  nChanged 11
		SP:Iteration 40F (43581.370000 sec): 3 clusters
  Score: Raw -496726.647854 + Penalty 2702.320458 = -494024.327395
  nChanged 7
		SP:Iteration 41Q (43581.530000 sec): 3 clusters
  Score: Raw -496728.006358 + Penalty 2702.320458 = -494025.685900
  nChanged 6
		SP:Iteration 42Q (43581.690000 sec): 3 clusters
  Score: Raw -496729.455936 + Penalty 2702.320458 = -494027.135477
  nChanged 6
		SP:Iteration 43Q (43581.850000 sec): 3 clusters
  Score: Raw -496730.940053 + Penalty 2702.320458 = -494028.619595
  nChanged 12
		SP:Iteration 44Q (43582.010000 sec): 3 clusters
  Score: Raw -496734.364777 + Penalty 2702.320458 = -494032.044319
  nChanged 11
		SP:Iteration 45Q (43582.170000 sec): 3 clusters
  Score: Raw -496737.574083 + Penalty 2702.320458 = -494035.253624
  nChanged 16
		SP:Iteration 46Q (43582.330000 sec): 3 clusters
  Score: Raw -496741.019392 + Penalty 2702.320458 = -494038.698934
  nChanged 10
		SP:Iteration 47Q (43582.490000 sec): 3 clusters
  Score: Raw -496744.357303 + Penalty 2702.320458 = -494042.036845
  nChanged 11
		SP:Iteration 48Q (43582.650000 sec): 3 clusters
  Score: Raw -496746.819233 + Penalty 2702.320458 = -494044.498775
  nChanged 12
		SP:Iteration 49Q (43582.810000 sec): 3 clusters
  Score: Raw -496749.258750 + Penalty 2702.320458 = -494046.938292
  nChanged 10
		SP:Iteration 50Q (43582.970000 sec): 3 clusters
  Score: Raw -496752.091927 + Penalty 2702.320458 = -494049.771469
  nChanged 9
		SP:Iteration 51Q (43583.200000 sec): 3 clusters
  Score: Raw -496753.918415 + Penalty 2702.320458 = -494051.597957
  nChanged 10
		SP:Iteration 52Q (43583.410000 sec): 3 clusters
  Score: Raw -496756.483465 + Penalty 2702.320458 = -494054.163006
  nChanged 6
		SP:Iteration 53Q (43583.590000 sec): 3 clusters
  Score: Raw -496757.991652 + Penalty 2702.320458 = -494055.671194
  nChanged 5
		SP:Iteration 54Q (43583.770000 sec): 3 clusters
  Score: Raw -496759.062802 + Penalty 2702.320458 = -494056.742344
  nChanged 4
		SP:Iteration 55Q (43583.970000 sec): 3 clusters
  Score: Raw -496760.092927 + Penalty 2702.320458 = -494057.772469
  nChanged 3
		SP:Iteration 56Q (43584.110000 sec): 3 clusters
  Score: Raw -496760.364116 + Penalty 2702.320458 = -494058.043658
  nChanged 2
		SP:Iteration 57Q (43584.320000 sec): 3 clusters
  Score: Raw -496760.630648 + Penalty 2702.320458 = -494058.310190
  nChanged 4
		SP:Iteration 58Q (43584.510000 sec): 3 clusters
  Score: Raw -496761.442550 + Penalty 2702.320458 = -494059.122091
  nChanged 1
		SP:Iteration 59Q (43584.740000 sec): 3 clusters
  Score: Raw -496761.716050 + Penalty 2702.320458 = -494059.395592
  nChanged 3
		SP:Iteration 60F (43584.920000 sec): 3 clusters
  Score: Raw -496762.487309 + Penalty 2702.320458 = -494060.166851
  nChanged 4
		SP:Iteration 61Q (43585.040000 sec): 3 clusters
  Score: Raw -496763.173127 + Penalty 2702.320458 = -494060.852668
  nChanged 5
		SP:Iteration 62Q (43585.170000 sec): 3 clusters
  Score: Raw -496764.362738 + Penalty 2702.320458 = -494062.042280
  nChanged 4
		SP:Iteration 63Q (43585.300000 sec): 3 clusters
  Score: Raw -496765.011980 + Penalty 2702.320458 = -494062.691521
  nChanged 1
		SP:Iteration 64Q (43585.440000 sec): 3 clusters
  Score: Raw -496765.150843 + Penalty 2702.320458 = -494062.830385
  nChanged 0
		SP:Iteration 65F (43585.580000 sec): 3 clusters
  Score: Raw -496765.150843 + Penalty 2702.320458 = -494062.830385
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 8 (2582 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (43585.680000 sec): 2 clusters
  Score: Raw -299689.468383 + Penalty 1276.651930 = -298412.816453
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (43585.840000 sec): 3 clusters
  Score: Raw -298525.856773 + Penalty 2553.303861 = -295972.552912
  nChanged 953
		SP:Iteration 1F (43586.000000 sec): 3 clusters
  Score: Raw -299096.078599 + Penalty 2553.303861 = -296542.774738
  nChanged 197
		SP:Iteration 2F (43586.140000 sec): 3 clusters
  Score: Raw -299222.430024 + Penalty 2553.303861 = -296669.126163
  nChanged 115
		SP:Iteration 3Q (43586.290000 sec): 3 clusters
  Score: Raw -299295.029487 + Penalty 2553.303861 = -296741.725627
  nChanged 91
		SP:Iteration 4Q (43586.490000 sec): 3 clusters
  Score: Raw -299347.288594 + Penalty 2553.303861 = -296793.984733
  nChanged 62
		SP:Iteration 5Q (43586.670000 sec): 3 clusters
  Score: Raw -299380.832213 + Penalty 2553.303861 = -296827.528352
  nChanged 45
		SP:Iteration 6Q (43586.820000 sec): 3 clusters
  Score: Raw -299406.954512 + Penalty 2553.303861 = -296853.650652
  nChanged 41
		SP:Iteration 7Q (43586.990000 sec): 3 clusters
  Score: Raw -299428.912761 + Penalty 2553.303861 = -296875.608900
  nChanged 35
		SP:Iteration 8Q (43587.130000 sec): 3 clusters
  Score: Raw -299445.877268 + Penalty 2553.303861 = -296892.573407
  nChanged 31
		SP:Iteration 9Q (43587.380000 sec): 3 clusters
  Score: Raw -299461.223329 + Penalty 2553.303861 = -296907.919469
  nChanged 26
		SP:Iteration 10Q (43587.590000 sec): 3 clusters
  Score: Raw -299471.845400 + Penalty 2553.303861 = -296918.541539
  nChanged 28
		SP:Iteration 11Q (43587.810000 sec): 3 clusters
  Score: Raw -299485.523692 + Penalty 2553.303861 = -296932.219831
  nChanged 29
		SP:Iteration 12Q (43588.020000 sec): 3 clusters
  Score: Raw -299500.967839 + Penalty 2553.303861 = -296947.663978
  nChanged 32
		SP:Iteration 13Q (43588.230000 sec): 3 clusters
  Score: Raw -299515.019138 + Penalty 2553.303861 = -296961.715277
  nChanged 24
		SP:Iteration 14Q (43588.380000 sec): 3 clusters
  Score: Raw -299528.249845 + Penalty 2553.303861 = -296974.945984
  nChanged 24
		SP:Iteration 15Q (43588.540000 sec): 3 clusters
  Score: Raw -299542.338864 + Penalty 2553.303861 = -296989.035003
  nChanged 35
		SP:Iteration 16Q (43588.700000 sec): 3 clusters
  Score: Raw -299559.726265 + Penalty 2553.303861 = -297006.422404
  nChanged 31
		SP:Iteration 17Q (43588.840000 sec): 3 clusters
  Score: Raw -299578.696842 + Penalty 2553.303861 = -297025.392982
  nChanged 43
		SP:Iteration 18Q (43588.990000 sec): 3 clusters
  Score: Raw -299602.002838 + Penalty 2553.303861 = -297048.698977
  nChanged 46
		SP:Iteration 19Q (43589.080000 sec): 3 clusters
  Score: Raw -299622.914167 + Penalty 2553.303861 = -297069.610306
  nChanged 40
		SP:Iteration 20F (43589.210000 sec): 3 clusters
  Score: Raw -299643.020098 + Penalty 2553.303861 = -297089.716237
  nChanged 34
		SP:Iteration 21Q (43589.350000 sec): 3 clusters
  Score: Raw -299659.099910 + Penalty 2553.303861 = -297105.796049
  nChanged 27
		SP:Iteration 22Q (43589.500000 sec): 3 clusters
  Score: Raw -299667.740217 + Penalty 2553.303861 = -297114.436357
  nChanged 24
		SP:Iteration 23Q (43589.650000 sec): 3 clusters
  Score: Raw -299677.763123 + Penalty 2553.303861 = -297124.459262
  nChanged 31
		SP:Iteration 24Q (43589.770000 sec): 3 clusters
  Score: Raw -299691.623118 + Penalty 2553.303861 = -297138.319257
  nChanged 28
		SP:Iteration 25Q (43589.900000 sec): 3 clusters
  Score: Raw -299707.798072 + Penalty 2553.303861 = -297154.494211
  nChanged 27
		SP:Iteration 26Q (43590.020000 sec): 3 clusters
  Score: Raw -299721.887149 + Penalty 2553.303861 = -297168.583288
  nChanged 24
		SP:Iteration 27Q (43590.160000 sec): 3 clusters
  Score: Raw -299733.899089 + Penalty 2553.303861 = -297180.595228
  nChanged 28
		SP:Iteration 28Q (43590.290000 sec): 3 clusters
  Score: Raw -299750.106263 + Penalty 2553.303861 = -297196.802402
  nChanged 25
		SP:Iteration 29Q (43590.390000 sec): 3 clusters
  Score: Raw -299766.278864 + Penalty 2553.303861 = -297212.975003
  nChanged 31
		SP:Iteration 30Q (43590.480000 sec): 3 clusters
  Score: Raw -299781.891888 + Penalty 2553.303861 = -297228.588028
  nChanged 27
		SP:Iteration 31Q (43590.640000 sec): 3 clusters
  Score: Raw -299796.670768 + Penalty 2553.303861 = -297243.366907
  nChanged 25
		SP:Iteration 32Q (43590.770000 sec): 3 clusters
  Score: Raw -299813.527923 + Penalty 2553.303861 = -297260.224062
  nChanged 28
		SP:Iteration 33Q (43590.930000 sec): 3 clusters
  Score: Raw -299827.364213 + Penalty 2553.303861 = -297274.060352
  nChanged 14
		SP:Iteration 34Q (43591.090000 sec): 3 clusters
  Score: Raw -299834.084104 + Penalty 2553.303861 = -297280.780243
  nChanged 16
		SP:Iteration 35Q (43591.290000 sec): 3 clusters
  Score: Raw -299842.626752 + Penalty 2553.303861 = -297289.322891
  nChanged 16
		SP:Iteration 36Q (43591.470000 sec): 3 clusters
  Score: Raw -299851.205264 + Penalty 2553.303861 = -297297.901403
  nChanged 16
		SP:Iteration 37Q (43591.640000 sec): 3 clusters
  Score: Raw -299859.351769 + Penalty 2553.303861 = -297306.047909
  nChanged 13
		SP:Iteration 38Q (43591.780000 sec): 3 clusters
  Score: Raw -299866.012321 + Penalty 2553.303861 = -297312.708460
  nChanged 17
		SP:Iteration 39Q (43591.910000 sec): 3 clusters
  Score: Raw -299875.057443 + Penalty 2553.303861 = -297321.753582
  nChanged 14
		SP:Iteration 40F (43592.040000 sec): 3 clusters
  Score: Raw -299885.875761 + Penalty 2553.303861 = -297332.571901
  nChanged 20
		SP:Iteration 41Q (43592.220000 sec): 3 clusters
  Score: Raw -299899.066065 + Penalty 2553.303861 = -297345.762204
  nChanged 21
		SP:Iteration 42Q (43592.340000 sec): 3 clusters
  Score: Raw -299915.994287 + Penalty 2553.303861 = -297362.690426
  nChanged 28
		SP:Iteration 43Q (43592.560000 sec): 3 clusters
  Score: Raw -299935.035546 + Penalty 2553.303861 = -297381.731685
  nChanged 21
		SP:Iteration 44Q (43592.720000 sec): 3 clusters
  Score: Raw -299951.818497 + Penalty 2553.303861 = -297398.514636
  nChanged 16
		SP:Iteration 45Q (43592.900000 sec): 3 clusters
  Score: Raw -299967.783862 + Penalty 2553.303861 = -297414.480002
  nChanged 19
		SP:Iteration 46Q (43593.100000 sec): 3 clusters
  Score: Raw -299985.384187 + Penalty 2553.303861 = -297432.080326
  nChanged 21
		SP:Iteration 47Q (43593.270000 sec): 3 clusters
  Score: Raw -300001.096131 + Penalty 2553.303861 = -297447.792270
  nChanged 16
		SP:Iteration 48Q (43593.440000 sec): 3 clusters
  Score: Raw -300018.810654 + Penalty 2553.303861 = -297465.506793
  nChanged 14
		SP:Iteration 49Q (43593.610000 sec): 3 clusters
  Score: Raw -300030.365084 + Penalty 2553.303861 = -297477.061224
  nChanged 16
		SP:Iteration 50Q (43593.780000 sec): 3 clusters
  Score: Raw -300045.749946 + Penalty 2553.303861 = -297492.446085
  nChanged 10
		SP:Iteration 51Q (43593.980000 sec): 3 clusters
  Score: Raw -300055.785062 + Penalty 2553.303861 = -297502.481201
  nChanged 12
		SP:Iteration 52Q (43594.150000 sec): 3 clusters
  Score: Raw -300063.421439 + Penalty 2553.303861 = -297510.117578
  nChanged 6
		SP:Iteration 53Q (43594.280000 sec): 3 clusters
  Score: Raw -300068.168273 + Penalty 2553.303861 = -297514.864413
  nChanged 8
		SP:Iteration 54Q (43594.400000 sec): 3 clusters
  Score: Raw -300073.316600 + Penalty 2553.303861 = -297520.012739
  nChanged 7
		SP:Iteration 55Q (43594.530000 sec): 3 clusters
  Score: Raw -300078.362571 + Penalty 2553.303861 = -297525.058711
  nChanged 5
		SP:Iteration 56Q (43594.660000 sec): 3 clusters
  Score: Raw -300080.900261 + Penalty 2553.303861 = -297527.596400
  nChanged 4
		SP:Iteration 57Q (43594.830000 sec): 3 clusters
  Score: Raw -300084.151820 + Penalty 2553.303861 = -297530.847959
  nChanged 6
		SP:Iteration 58Q (43594.960000 sec): 3 clusters
  Score: Raw -300088.496752 + Penalty 2553.303861 = -297535.192892
  nChanged 5
		SP:Iteration 59Q (43595.090000 sec): 3 clusters
  Score: Raw -300094.202842 + Penalty 2553.303861 = -297540.898981
  nChanged 3
		SP:Iteration 60F (43595.260000 sec): 3 clusters
  Score: Raw -300095.852628 + Penalty 2553.303861 = -297542.548767
  nChanged 1
		SP:Iteration 61Q (43595.420000 sec): 3 clusters
  Score: Raw -300096.378714 + Penalty 2553.303861 = -297543.074854
  nChanged 1
		SP:Iteration 62Q (43595.580000 sec): 3 clusters
  Score: Raw -300096.601199 + Penalty 2553.303861 = -297543.297338
  nChanged 0
		SP:Iteration 63F (43595.740000 sec): 3 clusters
  Score: Raw -300096.601199 + Penalty 2553.303861 = -297543.297338
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 9 (346484 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (43597.700000 sec): 2 clusters
  Score: Raw -42506547.446030 + Penalty 2072.783687 = -42504474.662343
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (43599.860000 sec): 3 clusters
  Score: Raw -42274575.903219 + Penalty 4145.567374 = -42270430.335845
  nChanged 169170
		SP:Iteration 1F (43601.910000 sec): 3 clusters
  Score: Raw -42382227.092132 + Penalty 4145.567374 = -42378081.524758
  nChanged 19227
		SP:Iteration 2F (43604.070000 sec): 3 clusters
  Score: Raw -42391817.030167 + Penalty 4145.567374 = -42387671.462793
  nChanged 24567
		SP:Iteration 3F (43606.180000 sec): 3 clusters
  Score: Raw -42407235.033383 + Penalty 4145.567374 = -42403089.466009
  nChanged 27458
		SP:Iteration 4F (43608.300000 sec): 3 clusters
  Score: Raw -42426837.591755 + Penalty 4145.567374 = -42422692.024381
  nChanged 26546
		SP:Iteration 5F (43610.450000 sec): 3 clusters
  Score: Raw -42447241.496068 + Penalty 4145.567374 = -42443095.928694
  nChanged 22736
		SP:Iteration 6F (43612.650000 sec): 3 clusters
  Score: Raw -42465883.647914 + Penalty 4145.567374 = -42461738.080540
  nChanged 18275
		SP:Iteration 7F (43615.400000 sec): 3 clusters
  Score: Raw -42481928.406312 + Penalty 4145.567374 = -42477782.838937
  nChanged 13106
		SP:Iteration 8Q (43617.600000 sec): 3 clusters
  Score: Raw -42493788.224405 + Penalty 4145.567374 = -42489642.657031
  nChanged 7972
		SP:Iteration 9Q (43619.840000 sec): 3 clusters
  Score: Raw -42500780.907675 + Penalty 4145.567374 = -42496635.340301
  nChanged 4070
		SP:Iteration 10Q (43622.000000 sec): 3 clusters
  Score: Raw -42504152.774820 + Penalty 4145.567374 = -42500007.207446
  nChanged 1876
		SP:Iteration 11Q (43623.950000 sec): 3 clusters
  Score: Raw -42505670.220835 + Penalty 4145.567374 = -42501524.653461
  nChanged 790
		SP:Iteration 12Q (43625.800000 sec): 3 clusters
  Score: Raw -42506266.376538 + Penalty 4145.567374 = -42502120.809164
  nChanged 330
		SP:Iteration 13Q (43627.720000 sec): 3 clusters
  Score: Raw -42506527.424628 + Penalty 4145.567374 = -42502381.857253
  nChanged 178
		SP:Iteration 14Q (43629.560000 sec): 3 clusters
  Score: Raw -42506673.510877 + Penalty 4145.567374 = -42502527.943503
  nChanged 121
		SP:Iteration 15Q (43631.340000 sec): 3 clusters
  Score: Raw -42506765.216536 + Penalty 4145.567374 = -42502619.649162
  nChanged 65
		SP:Iteration 16Q (43633.250000 sec): 3 clusters
  Score: Raw -42506816.274111 + Penalty 4145.567374 = -42502670.706737
  nChanged 40
		SP:Iteration 17Q (43634.930000 sec): 3 clusters
  Score: Raw -42506852.566120 + Penalty 4145.567374 = -42502706.998746
  nChanged 47
		SP:Iteration 18Q (43636.630000 sec): 3 clusters
  Score: Raw -42506895.047491 + Penalty 4145.567374 = -42502749.480117
  nChanged 41
		SP:Iteration 19Q (43638.530000 sec): 3 clusters
  Score: Raw -42506928.488615 + Penalty 4145.567374 = -42502782.921241
  nChanged 37
		SP:Iteration 20F (43640.660000 sec): 3 clusters
  Score: Raw -42506953.930313 + Penalty 4145.567374 = -42502808.362939
  nChanged 26
		SP:Iteration 21Q (43643.190000 sec): 3 clusters
  Score: Raw -42506970.342264 + Penalty 4145.567374 = -42502824.774890
  nChanged 22
		SP:Iteration 22Q (43645.620000 sec): 3 clusters
  Score: Raw -42506982.353539 + Penalty 4145.567374 = -42502836.786165
  nChanged 20
		SP:Iteration 23Q (43647.500000 sec): 3 clusters
  Score: Raw -42506994.034305 + Penalty 4145.567374 = -42502848.466931
  nChanged 16
		SP:Iteration 24Q (43649.190000 sec): 3 clusters
  Score: Raw -42507004.537056 + Penalty 4145.567374 = -42502858.969682
  nChanged 16
		SP:Iteration 25Q (43650.890000 sec): 3 clusters
  Score: Raw -42507018.771690 + Penalty 4145.567374 = -42502873.204316
  nChanged 17
		SP:Iteration 26Q (43652.850000 sec): 3 clusters
  Score: Raw -42507030.557331 + Penalty 4145.567374 = -42502884.989957
  nChanged 21
		SP:Iteration 27Q (43654.730000 sec): 3 clusters
  Score: Raw -42507044.171662 + Penalty 4145.567374 = -42502898.604288
  nChanged 22
		SP:Iteration 28Q (43656.750000 sec): 3 clusters
  Score: Raw -42507056.592483 + Penalty 4145.567374 = -42502911.025109
  nChanged 14
		SP:Iteration 29Q (43658.680000 sec): 3 clusters
  Score: Raw -42507065.666454 + Penalty 4145.567374 = -42502920.099080
  nChanged 14
		SP:Iteration 30Q (43660.380000 sec): 3 clusters
  Score: Raw -42507075.012496 + Penalty 4145.567374 = -42502929.445122
  nChanged 20
		SP:Iteration 31Q (43662.310000 sec): 3 clusters
  Score: Raw -42507086.286330 + Penalty 4145.567374 = -42502940.718956
  nChanged 16
		SP:Iteration 32Q (43664.220000 sec): 3 clusters
  Score: Raw -42507094.018024 + Penalty 4145.567374 = -42502948.450650
  nChanged 12
		SP:Iteration 33Q (43666.110000 sec): 3 clusters
  Score: Raw -42507099.721673 + Penalty 4145.567374 = -42502954.154298
  nChanged 7
		SP:Iteration 34Q (43667.890000 sec): 3 clusters
  Score: Raw -42507102.765942 + Penalty 4145.567374 = -42502957.198568
  nChanged 4
		SP:Iteration 35Q (43669.850000 sec): 3 clusters
  Score: Raw -42507105.516329 + Penalty 4145.567374 = -42502959.948955
  nChanged 6
		SP:Iteration 36Q (43672.320000 sec): 3 clusters
  Score: Raw -42507108.793290 + Penalty 4145.567374 = -42502963.225916
  nChanged 7
		SP:Iteration 37Q (43673.800000 sec): 3 clusters
  Score: Raw -42507112.871093 + Penalty 4145.567374 = -42502967.303719
  nChanged 15
		SP:Iteration 38Q (43675.700000 sec): 3 clusters
  Score: Raw -42507120.533196 + Penalty 4145.567374 = -42502974.965822
  nChanged 8
		SP:Iteration 39Q (43677.630000 sec): 3 clusters
  Score: Raw -42507124.940479 + Penalty 4145.567374 = -42502979.373105
  nChanged 5
		SP:Iteration 40F (43679.610000 sec): 3 clusters
  Score: Raw -42507127.843214 + Penalty 4145.567374 = -42502982.275840
  nChanged 7
		SP:Iteration 41Q (43681.410000 sec): 3 clusters
  Score: Raw -42507131.844272 + Penalty 4145.567374 = -42502986.276897
  nChanged 6
		SP:Iteration 42Q (43683.490000 sec): 3 clusters
  Score: Raw -42507135.914667 + Penalty 4145.567374 = -42502990.347293
  nChanged 5
		SP:Iteration 43Q (43685.390000 sec): 3 clusters
  Score: Raw -42507138.807609 + Penalty 4145.567374 = -42502993.240235
  nChanged 5
		SP:Iteration 44Q (43687.450000 sec): 3 clusters
  Score: Raw -42507142.332754 + Penalty 4145.567374 = -42502996.765380
  nChanged 8
		SP:Iteration 45Q (43689.310000 sec): 3 clusters
  Score: Raw -42507147.029377 + Penalty 4145.567374 = -42503001.462003
  nChanged 11
		SP:Iteration 46Q (43691.070000 sec): 3 clusters
  Score: Raw -42507152.960109 + Penalty 4145.567374 = -42503007.392734
  nChanged 8
		SP:Iteration 47Q (43692.810000 sec): 3 clusters
  Score: Raw -42507156.242079 + Penalty 4145.567374 = -42503010.674705
  nChanged 7
		SP:Iteration 48Q (43694.490000 sec): 3 clusters
  Score: Raw -42507158.894738 + Penalty 4145.567374 = -42503013.327363
  nChanged 4
		SP:Iteration 49Q (43696.270000 sec): 3 clusters
  Score: Raw -42507159.779047 + Penalty 4145.567374 = -42503014.211673
  nChanged 1
		SP:Iteration 50Q (43698.760000 sec): 3 clusters
  Score: Raw -42507160.038904 + Penalty 4145.567374 = -42503014.471529
  nChanged 2
		SP:Iteration 51Q (43700.650000 sec): 3 clusters
  Score: Raw -42507160.658967 + Penalty 4145.567374 = -42503015.091592
  nChanged 0
		SP:Iteration 52F (43702.800000 sec): 3 clusters
  Score: Raw -42507160.658967 + Penalty 4145.567374 = -42503015.091592
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 10 (30931 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (43703.240000 sec): 2 clusters
  Score: Raw -3652946.525832 + Penalty 1680.171057 = -3651266.354775
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (43703.640000 sec): 3 clusters
  Score: Raw -3633746.988433 + Penalty 3360.342114 = -3630386.646320
  nChanged 14283
		SP:Iteration 1F (43703.990000 sec): 3 clusters
  Score: Raw -3641581.929423 + Penalty 3360.342114 = -3638221.587310
  nChanged 1317
		SP:Iteration 2Q (43704.380000 sec): 3 clusters
  Score: Raw -3642057.549698 + Penalty 3360.342114 = -3638697.207584
  nChanged 1392
		SP:Iteration 3Q (43704.780000 sec): 3 clusters
  Score: Raw -3642651.173028 + Penalty 3360.342114 = -3639290.830914
  nChanged 1579
		SP:Iteration 4F (43705.100000 sec): 3 clusters
  Score: Raw -3643445.970207 + Penalty 3360.342114 = -3640085.628093
  nChanged 1816
		SP:Iteration 5F (43705.500000 sec): 3 clusters
  Score: Raw -3644567.307492 + Penalty 3360.342114 = -3641206.965378
  nChanged 2130
		SP:Iteration 6F (43705.850000 sec): 3 clusters
  Score: Raw -3646151.184621 + Penalty 3360.342114 = -3642790.842507
  nChanged 2266
		SP:Iteration 7F (43706.200000 sec): 3 clusters
  Score: Raw -3648047.211720 + Penalty 3360.342114 = -3644686.869606
  nChanged 2024
		SP:Iteration 8F (43706.610000 sec): 3 clusters
  Score: Raw -3649830.546595 + Penalty 3360.342114 = -3646470.204481
  nChanged 1589
		SP:Iteration 9F (43706.990000 sec): 3 clusters
  Score: Raw -3651264.551821 + Penalty 3360.342114 = -3647904.209708
  nChanged 1050
		SP:Iteration 10Q (43707.330000 sec): 3 clusters
  Score: Raw -3652203.925847 + Penalty 3360.342114 = -3648843.583733
  nChanged 545
		SP:Iteration 11Q (43707.720000 sec): 3 clusters
  Score: Raw -3652699.951698 + Penalty 3360.342114 = -3649339.609584
  nChanged 265
		SP:Iteration 12Q (43708.030000 sec): 3 clusters
  Score: Raw -3652927.737679 + Penalty 3360.342114 = -3649567.395565
  nChanged 125
		SP:Iteration 13Q (43708.380000 sec): 3 clusters
  Score: Raw -3653036.574058 + Penalty 3360.342114 = -3649676.231944
  nChanged 68
		SP:Iteration 14Q (43708.720000 sec): 3 clusters
  Score: Raw -3653111.405556 + Penalty 3360.342114 = -3649751.063442
  nChanged 41
		SP:Iteration 15Q (43709.060000 sec): 3 clusters
  Score: Raw -3653152.881481 + Penalty 3360.342114 = -3649792.539367
  nChanged 24
		SP:Iteration 16Q (43709.450000 sec): 3 clusters
  Score: Raw -3653175.298115 + Penalty 3360.342114 = -3649814.956001
  nChanged 14
		SP:Iteration 17Q (43709.840000 sec): 3 clusters
  Score: Raw -3653187.665577 + Penalty 3360.342114 = -3649827.323463
  nChanged 8
		SP:Iteration 18Q (43710.200000 sec): 3 clusters
  Score: Raw -3653194.909329 + Penalty 3360.342114 = -3649834.567215
  nChanged 7
		SP:Iteration 19Q (43710.500000 sec): 3 clusters
  Score: Raw -3653203.178262 + Penalty 3360.342114 = -3649842.836148
  nChanged 7
		SP:Iteration 20F (43710.840000 sec): 3 clusters
  Score: Raw -3653212.672248 + Penalty 3360.342114 = -3649852.330134
  nChanged 8
		SP:Iteration 21Q (43711.120000 sec): 3 clusters
  Score: Raw -3653221.431080 + Penalty 3360.342114 = -3649861.088966
  nChanged 3
		SP:Iteration 22Q (43711.440000 sec): 3 clusters
  Score: Raw -3653224.629711 + Penalty 3360.342114 = -3649864.287598
  nChanged 2
		SP:Iteration 23Q (43711.740000 sec): 3 clusters
  Score: Raw -3653225.906648 + Penalty 3360.342114 = -3649865.564534
  nChanged 1
		SP:Iteration 24Q (43712.100000 sec): 3 clusters
  Score: Raw -3653226.907090 + Penalty 3360.342114 = -3649866.564976
  nChanged 1
		SP:Iteration 25Q (43712.410000 sec): 3 clusters
  Score: Raw -3653227.619506 + Penalty 3360.342114 = -3649867.277392
  nChanged 2
		SP:Iteration 26Q (43712.720000 sec): 3 clusters
  Score: Raw -3653229.171948 + Penalty 3360.342114 = -3649868.829834
  nChanged 0
		SP:Iteration 27F (43713.060000 sec): 3 clusters
  Score: Raw -3653229.171948 + Penalty 3360.342114 = -3649868.829834
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 11 (1204 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (43713.200000 sec): 2 clusters
  Score: Raw -141660.426129 + Penalty 1152.678252 = -140507.747878
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (43713.320000 sec): 3 clusters
  Score: Raw -141255.639957 + Penalty 2305.356503 = -138950.283453
  nChanged 416
		SP:Iteration 1F (43713.490000 sec): 3 clusters
  Score: Raw -141745.869405 + Penalty 2305.356503 = -139440.512902
  nChanged 134
		SP:Iteration 2F (43713.670000 sec): 3 clusters
  Score: Raw -142041.087296 + Penalty 2305.356503 = -139735.730793
  nChanged 121
		SP:Iteration 3F (43713.840000 sec): 3 clusters
  Score: Raw -142208.943791 + Penalty 2305.356503 = -139903.587288
  nChanged 78
		SP:Iteration 4F (43714.040000 sec): 3 clusters
  Score: Raw -142331.412758 + Penalty 2305.356503 = -140026.056255
  nChanged 53
		SP:Iteration 5Q (43714.210000 sec): 3 clusters
  Score: Raw -142409.319873 + Penalty 2305.356503 = -140103.963370
  nChanged 33
		SP:Iteration 6Q (43714.410000 sec): 3 clusters
  Score: Raw -142468.695359 + Penalty 2305.356503 = -140163.338855
  nChanged 22
		SP:Iteration 7Q (43714.620000 sec): 3 clusters
  Score: Raw -142501.114700 + Penalty 2305.356503 = -140195.758197
  nChanged 22
		SP:Iteration 8Q (43714.810000 sec): 3 clusters
  Score: Raw -142534.293942 + Penalty 2305.356503 = -140228.937439
  nChanged 11
		SP:Iteration 9Q (43714.970000 sec): 3 clusters
  Score: Raw -142548.161920 + Penalty 2305.356503 = -140242.805417
  nChanged 3
		SP:Iteration 10Q (43715.190000 sec): 3 clusters
  Score: Raw -142551.256457 + Penalty 2305.356503 = -140245.899953
  nChanged 6
		SP:Iteration 11Q (43715.400000 sec): 3 clusters
  Score: Raw -142559.543336 + Penalty 2305.356503 = -140254.186833
  nChanged 4
		SP:Iteration 12Q (43715.630000 sec): 3 clusters
  Score: Raw -142565.861960 + Penalty 2305.356503 = -140260.505457
  nChanged 2
		SP:Iteration 13Q (43715.770000 sec): 3 clusters
  Score: Raw -142566.947882 + Penalty 2305.356503 = -140261.591378
  nChanged 0
		SP:Iteration 14F (43715.940000 sec): 3 clusters
  Score: Raw -142566.947882 + Penalty 2305.356503 = -140261.591378
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 12 (14770 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (43716.120000 sec): 2 clusters
  Score: Raw -1781102.846187 + Penalty 1560.057424 = -1779542.788764
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (43716.410000 sec): 3 clusters
  Score: Raw -1772424.908334 + Penalty 3120.114847 = -1769304.793487
  nChanged 6600
		SP:Iteration 1F (43716.670000 sec): 3 clusters
  Score: Raw -1776026.213549 + Penalty 3120.114847 = -1772906.098702
  nChanged 834
		SP:Iteration 2F (43716.950000 sec): 3 clusters
  Score: Raw -1776354.273585 + Penalty 3120.114847 = -1773234.158738
  nChanged 758
		SP:Iteration 3F (43717.250000 sec): 3 clusters
  Score: Raw -1776663.878232 + Penalty 3120.114847 = -1773543.763385
  nChanged 707
		SP:Iteration 4Q (43717.440000 sec): 3 clusters
  Score: Raw -1776956.580981 + Penalty 3120.114847 = -1773836.466134
  nChanged 631
		SP:Iteration 5Q (43717.770000 sec): 3 clusters
  Score: Raw -1777242.788977 + Penalty 3120.114847 = -1774122.674130
  nChanged 617
		SP:Iteration 6Q (43718.040000 sec): 3 clusters
  Score: Raw -1777527.380479 + Penalty 3120.114847 = -1774407.265632
  nChanged 607
		SP:Iteration 7Q (43718.380000 sec): 3 clusters
  Score: Raw -1777847.687904 + Penalty 3120.114847 = -1774727.573057
  nChanged 647
		SP:Iteration 8Q (43718.660000 sec): 3 clusters
  Score: Raw -1778194.932556 + Penalty 3120.114847 = -1775074.817709
  nChanged 640
		SP:Iteration 9Q (43718.920000 sec): 3 clusters
  Score: Raw -1778579.320111 + Penalty 3120.114847 = -1775459.205264
  nChanged 631
		SP:Iteration 10Q (43719.180000 sec): 3 clusters
  Score: Raw -1778973.404475 + Penalty 3120.114847 = -1775853.289628
  nChanged 591
		SP:Iteration 11Q (43719.440000 sec): 3 clusters
  Score: Raw -1779325.111197 + Penalty 3120.114847 = -1776204.996350
  nChanged 509
		SP:Iteration 12Q (43719.710000 sec): 3 clusters
  Score: Raw -1779600.325018 + Penalty 3120.114847 = -1776480.210171
  nChanged 388
		SP:Iteration 13Q (43719.970000 sec): 3 clusters
  Score: Raw -1779772.830522 + Penalty 3120.114847 = -1776652.715675
  nChanged 307
		SP:Iteration 14Q (43720.270000 sec): 3 clusters
  Score: Raw -1779882.732722 + Penalty 3120.114847 = -1776762.617875
  nChanged 223
		SP:Iteration 15Q (43720.500000 sec): 3 clusters
  Score: Raw -1779950.557094 + Penalty 3120.114847 = -1776830.442247
  nChanged 173
		SP:Iteration 16Q (43720.780000 sec): 3 clusters
  Score: Raw -1780000.304519 + Penalty 3120.114847 = -1776880.189672
  nChanged 155
		SP:Iteration 17Q (43721.000000 sec): 3 clusters
  Score: Raw -1780043.026500 + Penalty 3120.114847 = -1776922.911653
  nChanged 135
		SP:Iteration 18Q (43721.310000 sec): 3 clusters
  Score: Raw -1780071.839581 + Penalty 3120.114847 = -1776951.724734
  nChanged 114
		SP:Iteration 19Q (43721.640000 sec): 3 clusters
  Score: Raw -1780094.325000 + Penalty 3120.114847 = -1776974.210153
  nChanged 107
		SP:Iteration 20F (43721.870000 sec): 3 clusters
  Score: Raw -1780111.080150 + Penalty 3120.114847 = -1776990.965303
  nChanged 82
		SP:Iteration 21Q (43722.150000 sec): 3 clusters
  Score: Raw -1780126.766544 + Penalty 3120.114847 = -1777006.651697
  nChanged 87
		SP:Iteration 22Q (43722.370000 sec): 3 clusters
  Score: Raw -1780139.975529 + Penalty 3120.114847 = -1777019.860682
  nChanged 68
		SP:Iteration 23Q (43722.710000 sec): 3 clusters
  Score: Raw -1780149.710029 + Penalty 3120.114847 = -1777029.595182
  nChanged 55
		SP:Iteration 24Q (43722.990000 sec): 3 clusters
  Score: Raw -1780156.833644 + Penalty 3120.114847 = -1777036.718797
  nChanged 32
		SP:Iteration 25Q (43723.210000 sec): 3 clusters
  Score: Raw -1780159.422412 + Penalty 3120.114847 = -1777039.307565
  nChanged 25
		SP:Iteration 26Q (43723.490000 sec): 3 clusters
  Score: Raw -1780161.884576 + Penalty 3120.114847 = -1777041.769729
  nChanged 23
		SP:Iteration 27Q (43723.710000 sec): 3 clusters
  Score: Raw -1780163.893429 + Penalty 3120.114847 = -1777043.778582
  nChanged 22
		SP:Iteration 28Q (43724.010000 sec): 3 clusters
  Score: Raw -1780166.154327 + Penalty 3120.114847 = -1777046.039480
  nChanged 22
		SP:Iteration 29Q (43724.330000 sec): 3 clusters
  Score: Raw -1780167.468516 + Penalty 3120.114847 = -1777047.353669
  nChanged 14
		SP:Iteration 30Q (43724.560000 sec): 3 clusters
  Score: Raw -1780168.281333 + Penalty 3120.114847 = -1777048.166486
  nChanged 12
		SP:Iteration 31Q (43724.810000 sec): 3 clusters
  Score: Raw -1780168.945380 + Penalty 3120.114847 = -1777048.830533
  nChanged 10
		SP:Iteration 32Q (43725.130000 sec): 3 clusters
  Score: Raw -1780169.641422 + Penalty 3120.114847 = -1777049.526575
  nChanged 11
		SP:Iteration 33Q (43725.430000 sec): 3 clusters
  Score: Raw -1780170.394811 + Penalty 3120.114847 = -1777050.279964
  nChanged 12
		SP:Iteration 34Q (43725.720000 sec): 3 clusters
  Score: Raw -1780171.318816 + Penalty 3120.114847 = -1777051.203969
  nChanged 11
		SP:Iteration 35Q (43725.990000 sec): 3 clusters
  Score: Raw -1780172.184717 + Penalty 3120.114847 = -1777052.069870
  nChanged 6
		SP:Iteration 36Q (43726.290000 sec): 3 clusters
  Score: Raw -1780172.796929 + Penalty 3120.114847 = -1777052.682082
  nChanged 8
		SP:Iteration 37Q (43726.630000 sec): 3 clusters
  Score: Raw -1780173.593533 + Penalty 3120.114847 = -1777053.478686
  nChanged 7
		SP:Iteration 38Q (43726.870000 sec): 3 clusters
  Score: Raw -1780174.386072 + Penalty 3120.114847 = -1777054.271225
  nChanged 8
		SP:Iteration 39Q (43727.150000 sec): 3 clusters
  Score: Raw -1780174.937006 + Penalty 3120.114847 = -1777054.822159
  nChanged 10
		SP:Iteration 40F (43727.430000 sec): 3 clusters
  Score: Raw -1780175.789700 + Penalty 3120.114847 = -1777055.674853
  nChanged 9
		SP:Iteration 41Q (43727.670000 sec): 3 clusters
  Score: Raw -1780176.651569 + Penalty 3120.114847 = -1777056.536722
  nChanged 6
		SP:Iteration 42Q (43727.990000 sec): 3 clusters
  Score: Raw -1780177.067007 + Penalty 3120.114847 = -1777056.952160
  nChanged 1
		SP:Iteration 43Q (43728.310000 sec): 3 clusters
  Score: Raw -1780177.105712 + Penalty 3120.114847 = -1777056.990865
  nChanged 1
		SP:Iteration 44Q (43728.550000 sec): 3 clusters
  Score: Raw -1780177.124128 + Penalty 3120.114847 = -1777057.009281
  nChanged 1
		SP:Iteration 45Q (43728.790000 sec): 3 clusters
  Score: Raw -1780177.157339 + Penalty 3120.114847 = -1777057.042492
  nChanged 2
		SP:Iteration 46Q (43729.080000 sec): 3 clusters
  Score: Raw -1780177.238773 + Penalty 3120.114847 = -1777057.123926
  nChanged 0
		SP:Iteration 47F (43729.330000 sec): 3 clusters
  Score: Raw -1780177.238773 + Penalty 3120.114847 = -1777057.123926
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 13 (4728 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (43729.480000 sec): 2 clusters
  Score: Raw -528235.247060 + Penalty 1374.954353 = -526860.292707
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (43729.680000 sec): 3 clusters
  Score: Raw -525779.236126 + Penalty 2749.908707 = -523029.327419
  nChanged 1896
		SP:Iteration 1F (43729.880000 sec): 3 clusters
  Score: Raw -527068.565171 + Penalty 2749.908707 = -524318.656465
  nChanged 453
		SP:Iteration 2F (43730.080000 sec): 3 clusters
  Score: Raw -527454.913905 + Penalty 2749.908707 = -524705.005198
  nChanged 370
		SP:Iteration 3F (43730.300000 sec): 3 clusters
  Score: Raw -527779.489352 + Penalty 2749.908707 = -525029.580645
  nChanged 319
		SP:Iteration 4F (43730.450000 sec): 3 clusters
  Score: Raw -528098.226384 + Penalty 2749.908707 = -525348.317677
  nChanged 300
		SP:Iteration 5F (43730.630000 sec): 3 clusters
  Score: Raw -528358.378599 + Penalty 2749.908707 = -525608.469892
  nChanged 231
		SP:Iteration 6Q (43730.830000 sec): 3 clusters
  Score: Raw -528536.248408 + Penalty 2749.908707 = -525786.339701
  nChanged 169
		SP:Iteration 7Q (43730.940000 sec): 3 clusters
  Score: Raw -528675.880053 + Penalty 2749.908707 = -525925.971347
  nChanged 147
		SP:Iteration 8Q (43731.140000 sec): 3 clusters
  Score: Raw -528810.505693 + Penalty 2749.908707 = -526060.596986
  nChanged 165
		SP:Iteration 9Q (43731.250000 sec): 3 clusters
  Score: Raw -528996.299219 + Penalty 2749.908707 = -526246.390512
  nChanged 176
		SP:Iteration 10Q (43731.430000 sec): 3 clusters
  Score: Raw -529184.430901 + Penalty 2749.908707 = -526434.522194
  nChanged 140
		SP:Iteration 11Q (43731.630000 sec): 3 clusters
  Score: Raw -529284.048196 + Penalty 2749.908707 = -526534.139490
  nChanged 99
		SP:Iteration 12Q (43731.810000 sec): 3 clusters
  Score: Raw -529338.801512 + Penalty 2749.908707 = -526588.892806
  nChanged 62
		SP:Iteration 13Q (43731.980000 sec): 3 clusters
  Score: Raw -529363.226447 + Penalty 2749.908707 = -526613.317741
  nChanged 30
		SP:Iteration 14Q (43732.190000 sec): 3 clusters
  Score: Raw -529373.455683 + Penalty 2749.908707 = -526623.546977
  nChanged 30
		SP:Iteration 15Q (43732.400000 sec): 3 clusters
  Score: Raw -529383.785262 + Penalty 2749.908707 = -526633.876556
  nChanged 20
		SP:Iteration 16Q (43732.570000 sec): 3 clusters
  Score: Raw -529390.117672 + Penalty 2749.908707 = -526640.208965
  nChanged 19
		SP:Iteration 17Q (43732.780000 sec): 3 clusters
  Score: Raw -529396.019635 + Penalty 2749.908707 = -526646.110928
  nChanged 14
		SP:Iteration 18Q (43732.970000 sec): 3 clusters
  Score: Raw -529399.947949 + Penalty 2749.908707 = -526650.039243
  nChanged 9
		SP:Iteration 19Q (43733.220000 sec): 3 clusters
  Score: Raw -529402.294146 + Penalty 2749.908707 = -526652.385439
  nChanged 11
		SP:Iteration 20F (43733.350000 sec): 3 clusters
  Score: Raw -529405.659961 + Penalty 2749.908707 = -526655.751254
  nChanged 16
		SP:Iteration 21Q (43733.600000 sec): 3 clusters
  Score: Raw -529414.666691 + Penalty 2749.908707 = -526664.757984
  nChanged 19
		SP:Iteration 22Q (43733.860000 sec): 3 clusters
  Score: Raw -529422.543979 + Penalty 2749.908707 = -526672.635272
  nChanged 21
		SP:Iteration 23Q (43734.060000 sec): 3 clusters
  Score: Raw -529429.978594 + Penalty 2749.908707 = -526680.069888
  nChanged 22
		SP:Iteration 24Q (43734.240000 sec): 3 clusters
  Score: Raw -529437.952993 + Penalty 2749.908707 = -526688.044286
  nChanged 23
		SP:Iteration 25Q (43734.360000 sec): 3 clusters
  Score: Raw -529445.617099 + Penalty 2749.908707 = -526695.708392
  nChanged 15
		SP:Iteration 26Q (43734.560000 sec): 3 clusters
  Score: Raw -529449.029912 + Penalty 2749.908707 = -526699.121205
  nChanged 8
		SP:Iteration 27Q (43734.710000 sec): 3 clusters
  Score: Raw -529450.626453 + Penalty 2749.908707 = -526700.717746
  nChanged 4
		SP:Iteration 28Q (43734.910000 sec): 3 clusters
  Score: Raw -529451.297849 + Penalty 2749.908707 = -526701.389143
  nChanged 3
		SP:Iteration 29Q (43735.080000 sec): 3 clusters
  Score: Raw -529451.891354 + Penalty 2749.908707 = -526701.982647
  nChanged 1
		SP:Iteration 30Q (43735.280000 sec): 3 clusters
  Score: Raw -529451.996994 + Penalty 2749.908707 = -526702.088287
  nChanged 2
		SP:Iteration 31Q (43735.510000 sec): 3 clusters
  Score: Raw -529452.252212 + Penalty 2749.908707 = -526702.343506
  nChanged 0
		SP:Iteration 32F (43735.640000 sec): 3 clusters
  Score: Raw -529452.252212 + Penalty 2749.908707 = -526702.343506
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 14 (32146 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (43735.910000 sec): 2 clusters
  Score: Raw -3930488.777286 + Penalty 1686.432037 = -3928802.345249
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (43736.340000 sec): 3 clusters
  Score: Raw -3910521.053654 + Penalty 3372.864074 = -3907148.189579
  nChanged 14823
		SP:Iteration 1F (43736.730000 sec): 3 clusters
  Score: Raw -3918991.762483 + Penalty 3372.864074 = -3915618.898409
  nChanged 1550
		SP:Iteration 2Q (43737.120000 sec): 3 clusters
  Score: Raw -3919516.787662 + Penalty 3372.864074 = -3916143.923588
  nChanged 1497
		SP:Iteration 3Q (43737.510000 sec): 3 clusters
  Score: Raw -3920094.789556 + Penalty 3372.864074 = -3916721.925481
  nChanged 1457
		SP:Iteration 4Q (43737.910000 sec): 3 clusters
  Score: Raw -3920738.802478 + Penalty 3372.864074 = -3917365.938404
  nChanged 1506
		SP:Iteration 5Q (43738.290000 sec): 3 clusters
  Score: Raw -3921461.050419 + Penalty 3372.864074 = -3918088.186345
  nChanged 1580
		SP:Iteration 6Q (43738.690000 sec): 3 clusters
  Score: Raw -3922318.360466 + Penalty 3372.864074 = -3918945.496391
  nChanged 1640
		SP:Iteration 7F (43739.080000 sec): 3 clusters
  Score: Raw -3923434.347546 + Penalty 3372.864074 = -3920061.483471
  nChanged 1688
		SP:Iteration 8F (43739.480000 sec): 3 clusters
  Score: Raw -3924713.531019 + Penalty 3372.864074 = -3921340.666945
  nChanged 1638
		SP:Iteration 9F (43739.860000 sec): 3 clusters
  Score: Raw -3925819.616817 + Penalty 3372.864074 = -3922446.752743
  nChanged 1340
		SP:Iteration 10Q (43740.230000 sec): 3 clusters
  Score: Raw -3926534.348966 + Penalty 3372.864074 = -3923161.484892
  nChanged 903
		SP:Iteration 11Q (43740.580000 sec): 3 clusters
  Score: Raw -3926891.621134 + Penalty 3372.864074 = -3923518.757060
  nChanged 616
		SP:Iteration 12Q (43740.980000 sec): 3 clusters
  Score: Raw -3927079.042126 + Penalty 3372.864074 = -3923706.178051
  nChanged 449
		SP:Iteration 13Q (43741.330000 sec): 3 clusters
  Score: Raw -3927201.470606 + Penalty 3372.864074 = -3923828.606532
  nChanged 369
		SP:Iteration 14Q (43741.740000 sec): 3 clusters
  Score: Raw -3927298.007390 + Penalty 3372.864074 = -3923925.143316
  nChanged 353
		SP:Iteration 15Q (43742.100000 sec): 3 clusters
  Score: Raw -3927381.696471 + Penalty 3372.864074 = -3924008.832397
  nChanged 312
		SP:Iteration 16Q (43742.460000 sec): 3 clusters
  Score: Raw -3927457.971454 + Penalty 3372.864074 = -3924085.107380
  nChanged 324
		SP:Iteration 17Q (43742.840000 sec): 3 clusters
  Score: Raw -3927534.694107 + Penalty 3372.864074 = -3924161.830033
  nChanged 292
		SP:Iteration 18Q (43743.240000 sec): 3 clusters
  Score: Raw -3927596.312593 + Penalty 3372.864074 = -3924223.448519
  nChanged 248
		SP:Iteration 19Q (43743.620000 sec): 3 clusters
  Score: Raw -3927647.379898 + Penalty 3372.864074 = -3924274.515824
  nChanged 230
		SP:Iteration 20F (43744.020000 sec): 3 clusters
  Score: Raw -3927692.122569 + Penalty 3372.864074 = -3924319.258494
  nChanged 237
		SP:Iteration 21Q (43744.400000 sec): 3 clusters
  Score: Raw -3927738.310320 + Penalty 3372.864074 = -3924365.446246
  nChanged 247
		SP:Iteration 22Q (43744.810000 sec): 3 clusters
  Score: Raw -3927787.164422 + Penalty 3372.864074 = -3924414.300347
  nChanged 225
		SP:Iteration 23Q (43745.220000 sec): 3 clusters
  Score: Raw -3927830.099566 + Penalty 3372.864074 = -3924457.235492
  nChanged 241
		SP:Iteration 24Q (43745.580000 sec): 3 clusters
  Score: Raw -3927881.573930 + Penalty 3372.864074 = -3924508.709856
  nChanged 247
		SP:Iteration 25Q (43745.960000 sec): 3 clusters
  Score: Raw -3927931.223751 + Penalty 3372.864074 = -3924558.359677
  nChanged 240
		SP:Iteration 26Q (43746.360000 sec): 3 clusters
  Score: Raw -3927980.875838 + Penalty 3372.864074 = -3924608.011763
  nChanged 234
		SP:Iteration 27Q (43746.700000 sec): 3 clusters
  Score: Raw -3928031.594221 + Penalty 3372.864074 = -3924658.730146
  nChanged 229
		SP:Iteration 28Q (43747.030000 sec): 3 clusters
  Score: Raw -3928085.089907 + Penalty 3372.864074 = -3924712.225833
  nChanged 257
		SP:Iteration 29Q (43747.430000 sec): 3 clusters
  Score: Raw -3928140.992766 + Penalty 3372.864074 = -3924768.128692
  nChanged 245
		SP:Iteration 30Q (43747.820000 sec): 3 clusters
  Score: Raw -3928196.120243 + Penalty 3372.864074 = -3924823.256168
  nChanged 255
		SP:Iteration 31Q (43748.150000 sec): 3 clusters
  Score: Raw -3928261.736291 + Penalty 3372.864074 = -3924888.872217
  nChanged 289
		SP:Iteration 32Q (43748.490000 sec): 3 clusters
  Score: Raw -3928343.376385 + Penalty 3372.864074 = -3924970.512311
  nChanged 296
		SP:Iteration 33Q (43748.850000 sec): 3 clusters
  Score: Raw -3928431.386491 + Penalty 3372.864074 = -3925058.522417
  nChanged 283
		SP:Iteration 34Q (43749.230000 sec): 3 clusters
  Score: Raw -3928517.418874 + Penalty 3372.864074 = -3925144.554800
  nChanged 321
		SP:Iteration 35Q (43749.560000 sec): 3 clusters
  Score: Raw -3928612.020370 + Penalty 3372.864074 = -3925239.156296
  nChanged 327
		SP:Iteration 36Q (43749.960000 sec): 3 clusters
  Score: Raw -3928704.001177 + Penalty 3372.864074 = -3925331.137103
  nChanged 287
		SP:Iteration 37Q (43750.350000 sec): 3 clusters
  Score: Raw -3928781.612069 + Penalty 3372.864074 = -3925408.747995
  nChanged 318
		SP:Iteration 38Q (43750.700000 sec): 3 clusters
  Score: Raw -3928873.663737 + Penalty 3372.864074 = -3925500.799663
  nChanged 283
		SP:Iteration 39Q (43751.040000 sec): 3 clusters
  Score: Raw -3928959.030425 + Penalty 3372.864074 = -3925586.166351
  nChanged 293
		SP:Iteration 40F (43751.480000 sec): 3 clusters
  Score: Raw -3929047.645707 + Penalty 3372.864074 = -3925674.781633
  nChanged 266
		SP:Iteration 41Q (43751.850000 sec): 3 clusters
  Score: Raw -3929130.064824 + Penalty 3372.864074 = -3925757.200750
  nChanged 221
		SP:Iteration 42Q (43752.210000 sec): 3 clusters
  Score: Raw -3929194.449749 + Penalty 3372.864074 = -3925821.585675
  nChanged 235
		SP:Iteration 43Q (43752.550000 sec): 3 clusters
  Score: Raw -3929269.520495 + Penalty 3372.864074 = -3925896.656421
  nChanged 247
		SP:Iteration 44Q (43752.880000 sec): 3 clusters
  Score: Raw -3929358.717452 + Penalty 3372.864074 = -3925985.853378
  nChanged 253
		SP:Iteration 45Q (43753.230000 sec): 3 clusters
  Score: Raw -3929450.506646 + Penalty 3372.864074 = -3926077.642572
  nChanged 234
		SP:Iteration 46Q (43753.590000 sec): 3 clusters
  Score: Raw -3929534.224836 + Penalty 3372.864074 = -3926161.360762
  nChanged 240
		SP:Iteration 47Q (43753.940000 sec): 3 clusters
  Score: Raw -3929629.827461 + Penalty 3372.864074 = -3926256.963387
  nChanged 248
		SP:Iteration 48Q (43754.280000 sec): 3 clusters
  Score: Raw -3929737.958297 + Penalty 3372.864074 = -3926365.094222
  nChanged 252
		SP:Iteration 49Q (43754.590000 sec): 3 clusters
  Score: Raw -3929870.480932 + Penalty 3372.864074 = -3926497.616858
  nChanged 244
		SP:Iteration 50Q (43754.950000 sec): 3 clusters
  Score: Raw -3930004.165199 + Penalty 3372.864074 = -3926631.301125
  nChanged 229
		SP:Iteration 51Q (43755.390000 sec): 3 clusters
  Score: Raw -3930148.676899 + Penalty 3372.864074 = -3926775.812824
  nChanged 222
		SP:Iteration 52Q (43755.690000 sec): 3 clusters
  Score: Raw -3930317.566779 + Penalty 3372.864074 = -3926944.702705
  nChanged 201
		SP:Iteration 53Q (43756.050000 sec): 3 clusters
  Score: Raw -3930479.312895 + Penalty 3372.864074 = -3927106.448821
  nChanged 155
		SP:Iteration 54Q (43756.380000 sec): 3 clusters
  Score: Raw -3930596.858353 + Penalty 3372.864074 = -3927223.994279
  nChanged 123
		SP:Iteration 55Q (43756.750000 sec): 3 clusters
  Score: Raw -3930667.992375 + Penalty 3372.864074 = -3927295.128301
  nChanged 100
		SP:Iteration 56Q (43757.030000 sec): 3 clusters
  Score: Raw -3930710.653484 + Penalty 3372.864074 = -3927337.789410
  nChanged 68
		SP:Iteration 57Q (43757.370000 sec): 3 clusters
  Score: Raw -3930737.021511 + Penalty 3372.864074 = -3927364.157437
  nChanged 61
		SP:Iteration 58Q (43757.710000 sec): 3 clusters
  Score: Raw -3930757.297007 + Penalty 3372.864074 = -3927384.432932
  nChanged 52
		SP:Iteration 59Q (43758.040000 sec): 3 clusters
  Score: Raw -3930775.098663 + Penalty 3372.864074 = -3927402.234589
  nChanged 55
		SP:Iteration 60F (43758.410000 sec): 3 clusters
  Score: Raw -3930789.356875 + Penalty 3372.864074 = -3927416.492801
  nChanged 47
		SP:Iteration 61Q (43758.840000 sec): 3 clusters
  Score: Raw -3930803.977740 + Penalty 3372.864074 = -3927431.113665
  nChanged 40
		SP:Iteration 62Q (43759.100000 sec): 3 clusters
  Score: Raw -3930816.892767 + Penalty 3372.864074 = -3927444.028693
  nChanged 41
		SP:Iteration 63Q (43759.440000 sec): 3 clusters
  Score: Raw -3930828.284628 + Penalty 3372.864074 = -3927455.420554
  nChanged 25
		SP:Iteration 64Q (43759.710000 sec): 3 clusters
  Score: Raw -3930836.729932 + Penalty 3372.864074 = -3927463.865858
  nChanged 20
		SP:Iteration 65Q (43760.020000 sec): 3 clusters
  Score: Raw -3930843.799393 + Penalty 3372.864074 = -3927470.935319
  nChanged 29
		SP:Iteration 66Q (43760.310000 sec): 3 clusters
  Score: Raw -3930852.689191 + Penalty 3372.864074 = -3927479.825117
  nChanged 31
		SP:Iteration 67Q (43760.650000 sec): 3 clusters
  Score: Raw -3930861.518277 + Penalty 3372.864074 = -3927488.654203
  nChanged 22
		SP:Iteration 68Q (43760.960000 sec): 3 clusters
  Score: Raw -3930868.248168 + Penalty 3372.864074 = -3927495.384094
  nChanged 19
		SP:Iteration 69Q (43761.280000 sec): 3 clusters
  Score: Raw -3930873.959897 + Penalty 3372.864074 = -3927501.095822
  nChanged 14
		SP:Iteration 70Q (43761.590000 sec): 3 clusters
  Score: Raw -3930877.711617 + Penalty 3372.864074 = -3927504.847542
  nChanged 8
		SP:Iteration 71Q (43761.940000 sec): 3 clusters
  Score: Raw -3930880.046240 + Penalty 3372.864074 = -3927507.182166
  nChanged 8
		SP:Iteration 72Q (43762.290000 sec): 3 clusters
  Score: Raw -3930881.507550 + Penalty 3372.864074 = -3927508.643476
  nChanged 6
		SP:Iteration 73Q (43762.650000 sec): 3 clusters
  Score: Raw -3930882.529509 + Penalty 3372.864074 = -3927509.665435
  nChanged 2
		SP:Iteration 74Q (43763.020000 sec): 3 clusters
  Score: Raw -3930882.973915 + Penalty 3372.864074 = -3927510.109840
  nChanged 2
		SP:Iteration 75Q (43763.320000 sec): 3 clusters
  Score: Raw -3930883.277209 + Penalty 3372.864074 = -3927510.413135
  nChanged 2
		SP:Iteration 76Q (43763.660000 sec): 3 clusters
  Score: Raw -3930883.646296 + Penalty 3372.864074 = -3927510.782222
  nChanged 1
		SP:Iteration 77Q (43763.920000 sec): 3 clusters
  Score: Raw -3930883.772094 + Penalty 3372.864074 = -3927510.908020
  nChanged 2
		SP:Iteration 78Q (43764.260000 sec): 3 clusters
  Score: Raw -3930884.054426 + Penalty 3372.864074 = -3927511.190352
  nChanged 1
		SP:Iteration 79Q (43764.590000 sec): 3 clusters
  Score: Raw -3930884.127535 + Penalty 3372.864074 = -3927511.263461
  nChanged 1
		SP:Iteration 80F (43764.980000 sec): 3 clusters
  Score: Raw -3930884.238075 + Penalty 3372.864074 = -3927511.374001
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 15 (1781 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (43765.100000 sec): 2 clusters
  Score: Raw -198295.144134 + Penalty 1216.301171 = -197078.842963
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (43765.280000 sec): 3 clusters
  Score: Raw -197569.106588 + Penalty 2432.602342 = -195136.504246
  nChanged 624
		SP:Iteration 1F (43765.470000 sec): 3 clusters
  Score: Raw -198046.698496 + Penalty 2432.602342 = -195614.096154
  nChanged 171
		SP:Iteration 2F (43765.660000 sec): 3 clusters
  Score: Raw -198217.788668 + Penalty 2432.602342 = -195785.186326
  nChanged 117
		SP:Iteration 3F (43765.870000 sec): 3 clusters
  Score: Raw -198340.703317 + Penalty 2432.602342 = -195908.100975
  nChanged 89
		SP:Iteration 4Q (43766.090000 sec): 3 clusters
  Score: Raw -198447.841452 + Penalty 2432.602342 = -196015.239110
  nChanged 93
		SP:Iteration 5F (43766.220000 sec): 3 clusters
  Score: Raw -198560.518398 + Penalty 2432.602342 = -196127.916056
  nChanged 74
		SP:Iteration 6Q (43766.420000 sec): 3 clusters
  Score: Raw -198644.525350 + Penalty 2432.602342 = -196211.923008
  nChanged 53
		SP:Iteration 7Q (43766.560000 sec): 3 clusters
  Score: Raw -198703.237934 + Penalty 2432.602342 = -196270.635592
  nChanged 48
		SP:Iteration 8Q (43766.720000 sec): 3 clusters
  Score: Raw -198749.783854 + Penalty 2432.602342 = -196317.181512
  nChanged 32
		SP:Iteration 9Q (43766.870000 sec): 3 clusters
  Score: Raw -198783.641710 + Penalty 2432.602342 = -196351.039368
  nChanged 28
		SP:Iteration 10Q (43767.000000 sec): 3 clusters
  Score: Raw -198799.706050 + Penalty 2432.602342 = -196367.103708
  nChanged 13
		SP:Iteration 11Q (43767.230000 sec): 3 clusters
  Score: Raw -198805.684510 + Penalty 2432.602342 = -196373.082168
  nChanged 9
		SP:Iteration 12Q (43767.360000 sec): 3 clusters
  Score: Raw -198811.653906 + Penalty 2432.602342 = -196379.051564
  nChanged 11
		SP:Iteration 13Q (43767.550000 sec): 3 clusters
  Score: Raw -198816.909157 + Penalty 2432.602342 = -196384.306815
  nChanged 4
		SP:Iteration 14Q (43767.690000 sec): 3 clusters
  Score: Raw -198818.967822 + Penalty 2432.602342 = -196386.365479
  nChanged 7
		SP:Iteration 15Q (43767.810000 sec): 3 clusters
  Score: Raw -198824.248988 + Penalty 2432.602342 = -196391.646646
  nChanged 5
		SP:Iteration 16Q (43768.030000 sec): 3 clusters
  Score: Raw -198825.657355 + Penalty 2432.602342 = -196393.055013
  nChanged 2
		SP:Iteration 17Q (43768.230000 sec): 3 clusters
  Score: Raw -198826.324809 + Penalty 2432.602342 = -196393.722467
  nChanged 1
		SP:Iteration 18Q (43768.440000 sec): 3 clusters
  Score: Raw -198826.699225 + Penalty 2432.602342 = -196394.096883
  nChanged 1
		SP:Iteration 19Q (43768.570000 sec): 3 clusters
  Score: Raw -198826.787714 + Penalty 2432.602342 = -196394.185372
  nChanged 0
		SP:Iteration 20F (43768.790000 sec): 3 clusters
  Score: Raw -198826.787714 + Penalty 2432.602342 = -196394.185372
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 16 (693 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (43768.900000 sec): 2 clusters
  Score: Raw -78531.255924 + Penalty 1062.917375 = -77468.338549
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (43769.060000 sec): 3 clusters
  Score: Raw -78425.994560 + Penalty 2125.834750 = -76300.159810
  nChanged 206
		SP:Iteration 1F (43769.210000 sec): 3 clusters
  Score: Raw -78680.458537 + Penalty 2125.834750 = -76554.623787
  nChanged 46
		SP:Iteration 2F (43769.330000 sec): 3 clusters
  Score: Raw -78760.802121 + Penalty 2125.834750 = -76634.967371
  nChanged 32
		SP:Iteration 3Q (43769.470000 sec): 3 clusters
  Score: Raw -78796.008428 + Penalty 2125.834750 = -76670.173678
  nChanged 24
		SP:Iteration 4Q (43769.650000 sec): 3 clusters
  Score: Raw -78824.447187 + Penalty 2125.834750 = -76698.612438
  nChanged 13
		SP:Iteration 5Q (43769.780000 sec): 3 clusters
  Score: Raw -78851.280052 + Penalty 2125.834750 = -76725.445302
  nChanged 5
		SP:Iteration 6Q (43769.920000 sec): 3 clusters
  Score: Raw -78855.201374 + Penalty 2125.834750 = -76729.366624
  nChanged 5
		SP:Iteration 7Q (43770.010000 sec): 3 clusters
  Score: Raw -78860.188195 + Penalty 2125.834750 = -76734.353446
  nChanged 3
		SP:Iteration 8Q (43770.190000 sec): 3 clusters
  Score: Raw -78862.803535 + Penalty 2125.834750 = -76736.968786
  nChanged 2
		SP:Iteration 9Q (43770.310000 sec): 3 clusters
  Score: Raw -78866.307644 + Penalty 2125.834750 = -76740.472895
  nChanged 1
		SP:Iteration 10Q (43770.450000 sec): 3 clusters
  Score: Raw -78866.825589 + Penalty 2125.834750 = -76740.990839
  nChanged 2
		SP:Iteration 11Q (43770.630000 sec): 3 clusters
  Score: Raw -78868.420852 + Penalty 2125.834750 = -76742.586102
  nChanged 0
		SP:Iteration 12F (43770.800000 sec): 3 clusters
  Score: Raw -78868.420852 + Penalty 2125.834750 = -76742.586102
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 17 (318 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (43770.870000 sec): 2 clusters
  Score: Raw -22369.364508 + Penalty 936.333350 = -21433.031159
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (43771.010000 sec): 3 clusters
  Score: Raw -22488.320249 + Penalty 1872.666699 = -20615.653550
  nChanged 80
		SP:Iteration 1F (43771.190000 sec): 3 clusters
  Score: Raw -22762.254865 + Penalty 1872.666699 = -20889.588166
  nChanged 28
		SP:Iteration 2F (43771.330000 sec): 3 clusters
  Score: Raw -22896.759252 + Penalty 1872.666699 = -21024.092552
  nChanged 11
		SP:Iteration 3Q (43771.470000 sec): 3 clusters
  Score: Raw -22975.300374 + Penalty 1872.666699 = -21102.633675
  nChanged 5
		SP:Iteration 4Q (43771.600000 sec): 3 clusters
  Score: Raw -23024.365676 + Penalty 1872.666699 = -21151.698977
  nChanged 6
		SP:Iteration 5Q (43771.710000 sec): 3 clusters
  Score: Raw -23046.679588 + Penalty 1872.666699 = -21174.012888
  nChanged 10
		SP:Iteration 6Q (43771.850000 sec): 3 clusters
  Score: Raw -23079.084261 + Penalty 1872.666699 = -21206.417562
  nChanged 7
		SP:Iteration 7Q (43772.030000 sec): 3 clusters
  Score: Raw -23097.445218 + Penalty 1872.666699 = -21224.778519
  nChanged 5
		SP:Iteration 8Q (43772.200000 sec): 3 clusters
  Score: Raw -23115.678059 + Penalty 1872.666699 = -21243.011360
  nChanged 7
		SP:Iteration 9Q (43772.370000 sec): 3 clusters
  Score: Raw -23147.075249 + Penalty 1872.666699 = -21274.408549
  nChanged 9
		SP:Iteration 10Q (43772.540000 sec): 3 clusters
  Score: Raw -23185.602156 + Penalty 1872.666699 = -21312.935457
  nChanged 3
		SP:Iteration 11Q (43772.710000 sec): 3 clusters
  Score: Raw -23208.023540 + Penalty 1872.666699 = -21335.356841
  nChanged 2
		SP:Iteration 12Q (43772.870000 sec): 3 clusters
  Score: Raw -23213.994174 + Penalty 1872.666699 = -21341.327475
  nChanged 1
		SP:Iteration 13Q (43773.020000 sec): 3 clusters
  Score: Raw -23216.173270 + Penalty 1872.666699 = -21343.506571
  nChanged 0
		SP:Iteration 14F (43773.180000 sec): 3 clusters
  Score: Raw -23216.173270 + Penalty 1872.666699 = -21343.506571
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 18 (2892 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (43773.330000 sec): 2 clusters
  Score: Raw -351723.073365 + Penalty 1295.076832 = -350427.996533
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (43773.500000 sec): 3 clusters
  Score: Raw -350356.494596 + Penalty 2590.153665 = -347766.340931
  nChanged 1055
		SP:Iteration 1F (43773.700000 sec): 3 clusters
  Score: Raw -350938.272639 + Penalty 2590.153665 = -348348.118974
  nChanged 227
		SP:Iteration 2F (43773.890000 sec): 3 clusters
  Score: Raw -351087.684608 + Penalty 2590.153665 = -348497.530943
  nChanged 157
		SP:Iteration 3F (43774.050000 sec): 3 clusters
  Score: Raw -351179.047847 + Penalty 2590.153665 = -348588.894183
  nChanged 113
		SP:Iteration 4Q (43774.190000 sec): 3 clusters
  Score: Raw -351242.499602 + Penalty 2590.153665 = -348652.345937
  nChanged 90
		SP:Iteration 5Q (43774.340000 sec): 3 clusters
  Score: Raw -351295.418566 + Penalty 2590.153665 = -348705.264902
  nChanged 82
		SP:Iteration 6Q (43774.530000 sec): 3 clusters
  Score: Raw -351349.216529 + Penalty 2590.153665 = -348759.062864
  nChanged 75
		SP:Iteration 7Q (43774.710000 sec): 3 clusters
  Score: Raw -351388.510875 + Penalty 2590.153665 = -348798.357210
  nChanged 54
		SP:Iteration 8Q (43774.880000 sec): 3 clusters
  Score: Raw -351417.568681 + Penalty 2590.153665 = -348827.415017
  nChanged 51
		SP:Iteration 9Q (43775.060000 sec): 3 clusters
  Score: Raw -351445.551815 + Penalty 2590.153665 = -348855.398150
  nChanged 58
		SP:Iteration 10Q (43775.230000 sec): 3 clusters
  Score: Raw -351475.048031 + Penalty 2590.153665 = -348884.894366
  nChanged 45
		SP:Iteration 11Q (43775.390000 sec): 3 clusters
  Score: Raw -351494.948278 + Penalty 2590.153665 = -348904.794613
  nChanged 41
		SP:Iteration 12Q (43775.530000 sec): 3 clusters
  Score: Raw -351516.441676 + Penalty 2590.153665 = -348926.288011
  nChanged 46
		SP:Iteration 13Q (43775.690000 sec): 3 clusters
  Score: Raw -351546.535312 + Penalty 2590.153665 = -348956.381647
  nChanged 37
		SP:Iteration 14Q (43775.900000 sec): 3 clusters
  Score: Raw -351566.914086 + Penalty 2590.153665 = -348976.760421
  nChanged 27
		SP:Iteration 15Q (43776.040000 sec): 3 clusters
  Score: Raw -351580.662622 + Penalty 2590.153665 = -348990.508958
  nChanged 21
		SP:Iteration 16Q (43776.180000 sec): 3 clusters
  Score: Raw -351593.108658 + Penalty 2590.153665 = -349002.954993
  nChanged 32
		SP:Iteration 17Q (43776.330000 sec): 3 clusters
  Score: Raw -351611.433002 + Penalty 2590.153665 = -349021.279337
  nChanged 30
		SP:Iteration 18Q (43776.490000 sec): 3 clusters
  Score: Raw -351627.735379 + Penalty 2590.153665 = -349037.581714
  nChanged 31
		SP:Iteration 19Q (43776.650000 sec): 3 clusters
  Score: Raw -351647.928095 + Penalty 2590.153665 = -349057.774430
  nChanged 29
		SP:Iteration 20F (43776.810000 sec): 3 clusters
  Score: Raw -351664.229120 + Penalty 2590.153665 = -349074.075456
  nChanged 23
		SP:Iteration 21Q (43776.970000 sec): 3 clusters
  Score: Raw -351677.956375 + Penalty 2590.153665 = -349087.802710
  nChanged 24
		SP:Iteration 22Q (43777.130000 sec): 3 clusters
  Score: Raw -351688.995993 + Penalty 2590.153665 = -349098.842329
  nChanged 18
		SP:Iteration 23Q (43777.290000 sec): 3 clusters
  Score: Raw -351702.323145 + Penalty 2590.153665 = -349112.169481
  nChanged 18
		SP:Iteration 24Q (43777.450000 sec): 3 clusters
  Score: Raw -351714.380779 + Penalty 2590.153665 = -349124.227114
  nChanged 17
		SP:Iteration 25Q (43777.610000 sec): 3 clusters
  Score: Raw -351726.930032 + Penalty 2590.153665 = -349136.776368
  nChanged 26
		SP:Iteration 26Q (43777.770000 sec): 3 clusters
  Score: Raw -351741.127380 + Penalty 2590.153665 = -349150.973715
  nChanged 17
		SP:Iteration 27Q (43777.950000 sec): 3 clusters
  Score: Raw -351748.450970 + Penalty 2590.153665 = -349158.297306
  nChanged 20
		SP:Iteration 28Q (43778.150000 sec): 3 clusters
  Score: Raw -351760.246939 + Penalty 2590.153665 = -349170.093274
  nChanged 18
		SP:Iteration 29Q (43778.290000 sec): 3 clusters
  Score: Raw -351771.701230 + Penalty 2590.153665 = -349181.547565
  nChanged 21
		SP:Iteration 30Q (43778.430000 sec): 3 clusters
  Score: Raw -351783.297710 + Penalty 2590.153665 = -349193.144045
  nChanged 17
		SP:Iteration 31Q (43778.570000 sec): 3 clusters
  Score: Raw -351793.315286 + Penalty 2590.153665 = -349203.161621
  nChanged 15
		SP:Iteration 32Q (43778.730000 sec): 3 clusters
  Score: Raw -351801.572806 + Penalty 2590.153665 = -349211.419141
  nChanged 17
		SP:Iteration 33Q (43778.890000 sec): 3 clusters
  Score: Raw -351808.223097 + Penalty 2590.153665 = -349218.069432
  nChanged 6
		SP:Iteration 34Q (43779.070000 sec): 3 clusters
  Score: Raw -351810.550153 + Penalty 2590.153665 = -349220.396488
  nChanged 7
		SP:Iteration 35Q (43779.270000 sec): 3 clusters
  Score: Raw -351813.546183 + Penalty 2590.153665 = -349223.392518
  nChanged 8
		SP:Iteration 36Q (43779.420000 sec): 3 clusters
  Score: Raw -351818.948978 + Penalty 2590.153665 = -349228.795313
  nChanged 6
		SP:Iteration 37Q (43779.570000 sec): 3 clusters
  Score: Raw -351822.119717 + Penalty 2590.153665 = -349231.966053
  nChanged 5
		SP:Iteration 38Q (43779.710000 sec): 3 clusters
  Score: Raw -351824.438558 + Penalty 2590.153665 = -349234.284894
  nChanged 5
		SP:Iteration 39Q (43779.880000 sec): 3 clusters
  Score: Raw -351827.450548 + Penalty 2590.153665 = -349237.296884
  nChanged 7
		SP:Iteration 40F (43780.030000 sec): 3 clusters
  Score: Raw -351832.627236 + Penalty 2590.153665 = -349242.473571
  nChanged 7
		SP:Iteration 41Q (43780.180000 sec): 3 clusters
  Score: Raw -351842.449697 + Penalty 2590.153665 = -349252.296033
  nChanged 13
		SP:Iteration 42Q (43780.330000 sec): 3 clusters
  Score: Raw -351850.308601 + Penalty 2590.153665 = -349260.154937
  nChanged 15
		SP:Iteration 43Q (43780.470000 sec): 3 clusters
  Score: Raw -351861.423497 + Penalty 2590.153665 = -349271.269832
  nChanged 10
		SP:Iteration 44Q (43780.610000 sec): 3 clusters
  Score: Raw -351866.808562 + Penalty 2590.153665 = -349276.654897
  nChanged 5
		SP:Iteration 45Q (43780.750000 sec): 3 clusters
  Score: Raw -351872.373951 + Penalty 2590.153665 = -349282.220286
  nChanged 5
		SP:Iteration 46Q (43780.890000 sec): 3 clusters
  Score: Raw -351874.628630 + Penalty 2590.153665 = -349284.474965
  nChanged 4
		SP:Iteration 47Q (43781.050000 sec): 3 clusters
  Score: Raw -351878.124190 + Penalty 2590.153665 = -349287.970526
  nChanged 3
		SP:Iteration 48Q (43781.210000 sec): 3 clusters
  Score: Raw -351882.905216 + Penalty 2590.153665 = -349292.751551
  nChanged 4
		SP:Iteration 49Q (43781.370000 sec): 3 clusters
  Score: Raw -351887.533053 + Penalty 2590.153665 = -349297.379388
  nChanged 6
		SP:Iteration 50Q (43781.530000 sec): 3 clusters
  Score: Raw -351892.986741 + Penalty 2590.153665 = -349302.833077
  nChanged 7
		SP:Iteration 51Q (43781.690000 sec): 3 clusters
  Score: Raw -351899.279843 + Penalty 2590.153665 = -349309.126178
  nChanged 4
		SP:Iteration 52Q (43781.850000 sec): 3 clusters
  Score: Raw -351902.788392 + Penalty 2590.153665 = -349312.634727
  nChanged 4
		SP:Iteration 53Q (43782.010000 sec): 3 clusters
  Score: Raw -351908.171230 + Penalty 2590.153665 = -349318.017565
  nChanged 3
		SP:Iteration 54Q (43782.170000 sec): 3 clusters
  Score: Raw -351910.613464 + Penalty 2590.153665 = -349320.459799
  nChanged 4
		SP:Iteration 55Q (43782.330000 sec): 3 clusters
  Score: Raw -351913.281807 + Penalty 2590.153665 = -349323.128142
  nChanged 0
		SP:Iteration 56F (43782.490000 sec): 3 clusters
  Score: Raw -351913.281807 + Penalty 2590.153665 = -349323.128142
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 19 (1949 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (43782.610000 sec): 2 clusters
  Score: Raw -240677.027839 + Penalty 1230.949151 = -239446.078688
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (43782.770000 sec): 3 clusters
  Score: Raw -239864.406403 + Penalty 2461.898302 = -237402.508101
  nChanged 677
		SP:Iteration 1F (43782.920000 sec): 3 clusters
  Score: Raw -240268.481609 + Penalty 2461.898302 = -237806.583307
  nChanged 137
		SP:Iteration 2F (43783.090000 sec): 3 clusters
  Score: Raw -240345.802441 + Penalty 2461.898302 = -237883.904139
  nChanged 84
		SP:Iteration 3Q (43783.290000 sec): 3 clusters
  Score: Raw -240403.101890 + Penalty 2461.898302 = -237941.203588
  nChanged 66
		SP:Iteration 4Q (43783.480000 sec): 3 clusters
  Score: Raw -240444.115050 + Penalty 2461.898302 = -237982.216747
  nChanged 55
		SP:Iteration 5Q (43783.610000 sec): 3 clusters
  Score: Raw -240475.487047 + Penalty 2461.898302 = -238013.588744
  nChanged 49
		SP:Iteration 6Q (43783.740000 sec): 3 clusters
  Score: Raw -240504.330579 + Penalty 2461.898302 = -238042.432277
  nChanged 37
		SP:Iteration 7Q (43783.880000 sec): 3 clusters
  Score: Raw -240529.845946 + Penalty 2461.898302 = -238067.947643
  nChanged 39
		SP:Iteration 8Q (43784.060000 sec): 3 clusters
  Score: Raw -240552.975068 + Penalty 2461.898302 = -238091.076765
  nChanged 27
		SP:Iteration 9Q (43784.230000 sec): 3 clusters
  Score: Raw -240568.200772 + Penalty 2461.898302 = -238106.302470
  nChanged 20
		SP:Iteration 10Q (43784.430000 sec): 3 clusters
  Score: Raw -240578.690180 + Penalty 2461.898302 = -238116.791878
  nChanged 19
		SP:Iteration 11Q (43784.590000 sec): 3 clusters
  Score: Raw -240586.131235 + Penalty 2461.898302 = -238124.232932
  nChanged 11
		SP:Iteration 12Q (43784.820000 sec): 3 clusters
  Score: Raw -240591.151135 + Penalty 2461.898302 = -238129.252833
  nChanged 5
		SP:Iteration 13Q (43784.950000 sec): 3 clusters
  Score: Raw -240593.605642 + Penalty 2461.898302 = -238131.707340
  nChanged 4
		SP:Iteration 14Q (43785.090000 sec): 3 clusters
  Score: Raw -240594.772994 + Penalty 2461.898302 = -238132.874691
  nChanged 2
		SP:Iteration 15Q (43785.230000 sec): 3 clusters
  Score: Raw -240595.156937 + Penalty 2461.898302 = -238133.258635
  nChanged 3
		SP:Iteration 16Q (43785.360000 sec): 3 clusters
  Score: Raw -240597.084248 + Penalty 2461.898302 = -238135.185946
  nChanged 2
		SP:Iteration 17Q (43785.500000 sec): 3 clusters
  Score: Raw -240597.497000 + Penalty 2461.898302 = -238135.598697
  nChanged 2
		SP:Iteration 18Q (43785.640000 sec): 3 clusters
  Score: Raw -240598.471634 + Penalty 2461.898302 = -238136.573331
  nChanged 2
		SP:Iteration 19Q (43785.790000 sec): 3 clusters
  Score: Raw -240600.461508 + Penalty 2461.898302 = -238138.563206
  nChanged 7
		SP:Iteration 20F (43785.920000 sec): 3 clusters
  Score: Raw -240603.733440 + Penalty 2461.898302 = -238141.835138
  nChanged 4
		SP:Iteration 21Q (43786.050000 sec): 3 clusters
  Score: Raw -240605.427527 + Penalty 2461.898302 = -238143.529225
  nChanged 3
		SP:Iteration 22Q (43786.230000 sec): 3 clusters
  Score: Raw -240606.821383 + Penalty 2461.898302 = -238144.923081
  nChanged 3
		SP:Iteration 23Q (43786.430000 sec): 3 clusters
  Score: Raw -240607.863242 + Penalty 2461.898302 = -238145.964940
  nChanged 3
		SP:Iteration 24Q (43786.550000 sec): 3 clusters
  Score: Raw -240608.753937 + Penalty 2461.898302 = -238146.855635
  nChanged 0
		SP:Iteration 25F (43786.730000 sec): 3 clusters
  Score: Raw -240608.753937 + Penalty 2461.898302 = -238146.855635
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 20 (186304 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (43787.850000 sec): 2 clusters
  Score: Raw -22426885.611691 + Penalty 1971.959442 = -22424913.652249
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (43789.030000 sec): 3 clusters
  Score: Raw -22303927.121168 + Penalty 3943.918884 = -22299983.202284
  nChanged 89933
		SP:Iteration 1F (43790.280000 sec): 3 clusters
  Score: Raw -22357194.607241 + Penalty 3943.918884 = -22353250.688357
  nChanged 5170
		SP:Iteration 2Q (43791.690000 sec): 3 clusters
  Score: Raw -22358297.704246 + Penalty 3943.918884 = -22354353.785362
  nChanged 5749
		SP:Iteration 3Q (43793.110000 sec): 3 clusters
  Score: Raw -22359769.923342 + Penalty 3943.918884 = -22355826.004458
  nChanged 6695
		SP:Iteration 4Q (43794.510000 sec): 3 clusters
  Score: Raw -22361859.227074 + Penalty 3943.918884 = -22357915.308190
  nChanged 8055
		SP:Iteration 5Q (43795.890000 sec): 3 clusters
  Score: Raw -22365108.781725 + Penalty 3943.918884 = -22361164.862841
  nChanged 9870
		SP:Iteration 6F (43797.350000 sec): 3 clusters
  Score: Raw -22370308.691248 + Penalty 3943.918884 = -22366364.772365
  nChanged 11765
		SP:Iteration 7F (43798.570000 sec): 3 clusters
  Score: Raw -22378147.775598 + Penalty 3943.918884 = -22374203.856714
  nChanged 12823
		SP:Iteration 8F (43799.780000 sec): 3 clusters
  Score: Raw -22388240.111884 + Penalty 3943.918884 = -22384296.193000
  nChanged 11666
		SP:Iteration 9F (43800.920000 sec): 3 clusters
  Score: Raw -22398232.618653 + Penalty 3943.918884 = -22394288.699770
  nChanged 9273
		SP:Iteration 10Q (43802.160000 sec): 3 clusters
  Score: Raw -22406033.306747 + Penalty 3943.918884 = -22402089.387863
  nChanged 6754
		SP:Iteration 11Q (43803.460000 sec): 3 clusters
  Score: Raw -22411186.542909 + Penalty 3943.918884 = -22407242.624025
  nChanged 5109
		SP:Iteration 12Q (43804.660000 sec): 3 clusters
  Score: Raw -22414760.981149 + Penalty 3943.918884 = -22410817.062265
  nChanged 4183
		SP:Iteration 13Q (43805.800000 sec): 3 clusters
  Score: Raw -22417663.820835 + Penalty 3943.918884 = -22413719.901951
  nChanged 3578
		SP:Iteration 14Q (43806.920000 sec): 3 clusters
  Score: Raw -22420202.674907 + Penalty 3943.918884 = -22416258.756024
  nChanged 2909
		SP:Iteration 15Q (43808.040000 sec): 3 clusters
  Score: Raw -22422320.472296 + Penalty 3943.918884 = -22418376.553412
  nChanged 2250
		SP:Iteration 16Q (43809.330000 sec): 3 clusters
  Score: Raw -22423982.930493 + Penalty 3943.918884 = -22420039.011609
  nChanged 1630
		SP:Iteration 17Q (43810.710000 sec): 3 clusters
  Score: Raw -22425157.251476 + Penalty 3943.918884 = -22421213.332592
  nChanged 1115
		SP:Iteration 18Q (43812.080000 sec): 3 clusters
  Score: Raw -22425925.391097 + Penalty 3943.918884 = -22421981.472213
  nChanged 714
		SP:Iteration 19Q (43813.450000 sec): 3 clusters
  Score: Raw -22426409.472161 + Penalty 3943.918884 = -22422465.553277
  nChanged 432
		SP:Iteration 20F (43814.610000 sec): 3 clusters
  Score: Raw -22426706.106302 + Penalty 3943.918884 = -22422762.187418
  nChanged 248
		SP:Iteration 21Q (43815.780000 sec): 3 clusters
  Score: Raw -22426870.498579 + Penalty 3943.918884 = -22422926.579695
  nChanged 133
		SP:Iteration 22Q (43816.900000 sec): 3 clusters
  Score: Raw -22426959.800026 + Penalty 3943.918884 = -22423015.881142
  nChanged 75
		SP:Iteration 23Q (43817.990000 sec): 3 clusters
  Score: Raw -22427010.648867 + Penalty 3943.918884 = -22423066.729983
  nChanged 54
		SP:Iteration 24Q (43819.090000 sec): 3 clusters
  Score: Raw -22427047.934914 + Penalty 3943.918884 = -22423104.016031
  nChanged 31
		SP:Iteration 25Q (43820.210000 sec): 3 clusters
  Score: Raw -22427069.544222 + Penalty 3943.918884 = -22423125.625338
  nChanged 20
		SP:Iteration 26Q (43821.400000 sec): 3 clusters
  Score: Raw -22427082.606603 + Penalty 3943.918884 = -22423138.687719
  nChanged 23
		SP:Iteration 27Q (43822.520000 sec): 3 clusters
  Score: Raw -22427096.543307 + Penalty 3943.918884 = -22423152.624423
  nChanged 14
		SP:Iteration 28Q (43823.620000 sec): 3 clusters
  Score: Raw -22427105.200378 + Penalty 3943.918884 = -22423161.281494
  nChanged 11
		SP:Iteration 29Q (43824.740000 sec): 3 clusters
  Score: Raw -22427111.347867 + Penalty 3943.918884 = -22423167.428983
  nChanged 9
		SP:Iteration 30Q (43825.900000 sec): 3 clusters
  Score: Raw -22427115.870674 + Penalty 3943.918884 = -22423171.951790
  nChanged 2
		SP:Iteration 31Q (43827.040000 sec): 3 clusters
  Score: Raw -22427116.693170 + Penalty 3943.918884 = -22423172.774286
  nChanged 2
		SP:Iteration 32Q (43828.160000 sec): 3 clusters
  Score: Raw -22427118.519550 + Penalty 3943.918884 = -22423174.600666
  nChanged 4
		SP:Iteration 33Q (43829.230000 sec): 3 clusters
  Score: Raw -22427120.511955 + Penalty 3943.918884 = -22423176.593071
  nChanged 0
		SP:Iteration 34F (43830.440000 sec): 3 clusters
  Score: Raw -22427120.511955 + Penalty 3943.918884 = -22423176.593071
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 21 (142 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (43830.640000 sec): 2 clusters
  Score: Raw -11871.576870 + Penalty 805.321897 = -11066.254973
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (43830.790000 sec): 3 clusters
  Score: Raw -12066.786150 + Penalty 1610.643794 = -10456.142356
  nChanged 11
		SP:Iteration 1F (43831.020000 sec): 3 clusters
  Score: Raw -12101.212067 + Penalty 1610.643794 = -10490.568274
  nChanged 8
		SP:Iteration 2F (43831.140000 sec): 3 clusters
  Score: Raw -12144.745147 + Penalty 1610.643794 = -10534.101353
  nChanged 4
		SP:Iteration 3Q (43831.340000 sec): 3 clusters
  Score: Raw -12163.546331 + Penalty 1610.643794 = -10552.902537
  nChanged 5
		SP:Iteration 4Q (43831.470000 sec): 3 clusters
  Score: Raw -12192.997995 + Penalty 1610.643794 = -10582.354202
  nChanged 3
		SP:Iteration 5Q (43831.690000 sec): 3 clusters
  Score: Raw -12224.596314 + Penalty 1610.643794 = -10613.952520
  nChanged 0
		SP:Iteration 6F (43831.830000 sec): 3 clusters
  Score: Raw -12224.596314 + Penalty 1610.643794 = -10613.952520
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 22 (16997 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (43832.010000 sec): 2 clusters
  Score: Raw -1991534.263463 + Penalty 1582.878722 = -1989951.384741
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (43832.290000 sec): 3 clusters
  Score: Raw -1981294.937022 + Penalty 3165.757444 = -1978129.179578
  nChanged 7632
		SP:Iteration 1F (43832.550000 sec): 3 clusters
  Score: Raw -1985369.550191 + Penalty 3165.757444 = -1982203.792747
  nChanged 931
		SP:Iteration 2F (43832.790000 sec): 3 clusters
  Score: Raw -1985805.774173 + Penalty 3165.757444 = -1982640.016728
  nChanged 901
		SP:Iteration 3F (43833.120000 sec): 3 clusters
  Score: Raw -1986326.909834 + Penalty 3165.757444 = -1983161.152390
  nChanged 946
		SP:Iteration 4F (43833.380000 sec): 3 clusters
  Score: Raw -1986935.033043 + Penalty 3165.757444 = -1983769.275599
  nChanged 949
		SP:Iteration 5F (43833.630000 sec): 3 clusters
  Score: Raw -1987427.885093 + Penalty 3165.757444 = -1984262.127648
  nChanged 810
		SP:Iteration 6Q (43833.880000 sec): 3 clusters
  Score: Raw -1987801.004432 + Penalty 3165.757444 = -1984635.246987
  nChanged 752
		SP:Iteration 7Q (43834.170000 sec): 3 clusters
  Score: Raw -1988184.341187 + Penalty 3165.757444 = -1985018.583742
  nChanged 790
		SP:Iteration 8Q (43834.510000 sec): 3 clusters
  Score: Raw -1988593.226540 + Penalty 3165.757444 = -1985427.469096
  nChanged 785
		SP:Iteration 9Q (43834.770000 sec): 3 clusters
  Score: Raw -1989044.902462 + Penalty 3165.757444 = -1985879.145017
  nChanged 780
		SP:Iteration 10Q (43835.110000 sec): 3 clusters
  Score: Raw -1989537.828081 + Penalty 3165.757444 = -1986372.070637
  nChanged 741
		SP:Iteration 11Q (43835.430000 sec): 3 clusters
  Score: Raw -1989990.609945 + Penalty 3165.757444 = -1986824.852500
  nChanged 654
		SP:Iteration 12Q (43835.770000 sec): 3 clusters
  Score: Raw -1990362.899238 + Penalty 3165.757444 = -1987197.141793
  nChanged 546
		SP:Iteration 13Q (43836.110000 sec): 3 clusters
  Score: Raw -1990604.538158 + Penalty 3165.757444 = -1987438.780713
  nChanged 403
		SP:Iteration 14Q (43836.330000 sec): 3 clusters
  Score: Raw -1990759.892907 + Penalty 3165.757444 = -1987594.135462
  nChanged 318
		SP:Iteration 15Q (43836.580000 sec): 3 clusters
  Score: Raw -1990874.234354 + Penalty 3165.757444 = -1987708.476910
  nChanged 262
		SP:Iteration 16Q (43836.920000 sec): 3 clusters
  Score: Raw -1990948.140604 + Penalty 3165.757444 = -1987782.383160
  nChanged 220
		SP:Iteration 17Q (43837.220000 sec): 3 clusters
  Score: Raw -1991013.555874 + Penalty 3165.757444 = -1987847.798429
  nChanged 188
		SP:Iteration 18Q (43837.530000 sec): 3 clusters
  Score: Raw -1991068.782052 + Penalty 3165.757444 = -1987903.024608
  nChanged 176
		SP:Iteration 19Q (43837.790000 sec): 3 clusters
  Score: Raw -1991115.835182 + Penalty 3165.757444 = -1987950.077737
  nChanged 143
		SP:Iteration 20F (43838.130000 sec): 3 clusters
  Score: Raw -1991148.638547 + Penalty 3165.757444 = -1987982.881103
  nChanged 126
		SP:Iteration 21Q (43838.400000 sec): 3 clusters
  Score: Raw -1991174.132948 + Penalty 3165.757444 = -1988008.375504
  nChanged 119
		SP:Iteration 22Q (43838.660000 sec): 3 clusters
  Score: Raw -1991201.192300 + Penalty 3165.757444 = -1988035.434855
  nChanged 118
		SP:Iteration 23Q (43838.910000 sec): 3 clusters
  Score: Raw -1991229.857832 + Penalty 3165.757444 = -1988064.100388
  nChanged 126
		SP:Iteration 24Q (43839.210000 sec): 3 clusters
  Score: Raw -1991257.978867 + Penalty 3165.757444 = -1988092.221423
  nChanged 117
		SP:Iteration 25Q (43839.500000 sec): 3 clusters
  Score: Raw -1991287.717234 + Penalty 3165.757444 = -1988121.959790
  nChanged 121
		SP:Iteration 26Q (43839.840000 sec): 3 clusters
  Score: Raw -1991313.113284 + Penalty 3165.757444 = -1988147.355840
  nChanged 103
		SP:Iteration 27Q (43840.170000 sec): 3 clusters
  Score: Raw -1991334.208189 + Penalty 3165.757444 = -1988168.450745
  nChanged 85
		SP:Iteration 28Q (43840.500000 sec): 3 clusters
  Score: Raw -1991351.571249 + Penalty 3165.757444 = -1988185.813804
  nChanged 83
		SP:Iteration 29Q (43840.760000 sec): 3 clusters
  Score: Raw -1991367.865180 + Penalty 3165.757444 = -1988202.107735
  nChanged 73
		SP:Iteration 30Q (43841.030000 sec): 3 clusters
  Score: Raw -1991381.723165 + Penalty 3165.757444 = -1988215.965720
  nChanged 69
		SP:Iteration 31Q (43841.360000 sec): 3 clusters
  Score: Raw -1991395.745481 + Penalty 3165.757444 = -1988229.988037
  nChanged 77
		SP:Iteration 32Q (43841.650000 sec): 3 clusters
  Score: Raw -1991411.310213 + Penalty 3165.757444 = -1988245.552768
  nChanged 68
		SP:Iteration 33Q (43841.920000 sec): 3 clusters
  Score: Raw -1991426.221503 + Penalty 3165.757444 = -1988260.464058
  nChanged 79
		SP:Iteration 34Q (43842.190000 sec): 3 clusters
  Score: Raw -1991444.736835 + Penalty 3165.757444 = -1988278.979390
  nChanged 78
		SP:Iteration 35Q (43842.470000 sec): 3 clusters
  Score: Raw -1991460.444868 + Penalty 3165.757444 = -1988294.687424
  nChanged 100
		SP:Iteration 36Q (43842.740000 sec): 3 clusters
  Score: Raw -1991481.287172 + Penalty 3165.757444 = -1988315.529728
  nChanged 92
		SP:Iteration 37Q (43843.020000 sec): 3 clusters
  Score: Raw -1991499.821300 + Penalty 3165.757444 = -1988334.063856
  nChanged 88
		SP:Iteration 38Q (43843.300000 sec): 3 clusters
  Score: Raw -1991515.725477 + Penalty 3165.757444 = -1988349.968033
  nChanged 83
		SP:Iteration 39Q (43843.580000 sec): 3 clusters
  Score: Raw -1991531.248775 + Penalty 3165.757444 = -1988365.491330
  nChanged 74
		SP:Iteration 40F (43843.850000 sec): 3 clusters
  Score: Raw -1991544.933069 + Penalty 3165.757444 = -1988379.175625
  nChanged 71
		SP:Iteration 41Q (43844.120000 sec): 3 clusters
  Score: Raw -1991558.005554 + Penalty 3165.757444 = -1988392.248109
  nChanged 62
		SP:Iteration 42Q (43844.460000 sec): 3 clusters
  Score: Raw -1991570.804609 + Penalty 3165.757444 = -1988405.047164
  nChanged 66
		SP:Iteration 43Q (43844.750000 sec): 3 clusters
  Score: Raw -1991584.058966 + Penalty 3165.757444 = -1988418.301522
  nChanged 66
		SP:Iteration 44Q (43844.990000 sec): 3 clusters
  Score: Raw -1991597.330496 + Penalty 3165.757444 = -1988431.573052
  nChanged 58
		SP:Iteration 45Q (43845.330000 sec): 3 clusters
  Score: Raw -1991607.383200 + Penalty 3165.757444 = -1988441.625755
  nChanged 61
		SP:Iteration 46Q (43845.580000 sec): 3 clusters
  Score: Raw -1991618.839825 + Penalty 3165.757444 = -1988453.082381
  nChanged 60
		SP:Iteration 47Q (43845.820000 sec): 3 clusters
  Score: Raw -1991628.454683 + Penalty 3165.757444 = -1988462.697238
  nChanged 58
		SP:Iteration 48Q (43846.090000 sec): 3 clusters
  Score: Raw -1991635.834029 + Penalty 3165.757444 = -1988470.076585
  nChanged 35
		SP:Iteration 49Q (43846.370000 sec): 3 clusters
  Score: Raw -1991641.767444 + Penalty 3165.757444 = -1988476.010000
  nChanged 41
		SP:Iteration 50Q (43846.650000 sec): 3 clusters
  Score: Raw -1991647.986172 + Penalty 3165.757444 = -1988482.228727
  nChanged 36
		SP:Iteration 51Q (43846.920000 sec): 3 clusters
  Score: Raw -1991652.306256 + Penalty 3165.757444 = -1988486.548812
  nChanged 33
		SP:Iteration 52Q (43847.240000 sec): 3 clusters
  Score: Raw -1991656.821889 + Penalty 3165.757444 = -1988491.064444
  nChanged 30
		SP:Iteration 53Q (43847.480000 sec): 3 clusters
  Score: Raw -1991661.415747 + Penalty 3165.757444 = -1988495.658303
  nChanged 39
		SP:Iteration 54Q (43847.800000 sec): 3 clusters
  Score: Raw -1991666.470754 + Penalty 3165.757444 = -1988500.713309
  nChanged 29
		SP:Iteration 55Q (43848.030000 sec): 3 clusters
  Score: Raw -1991670.494295 + Penalty 3165.757444 = -1988504.736850
  nChanged 25
		SP:Iteration 56Q (43848.270000 sec): 3 clusters
  Score: Raw -1991673.867795 + Penalty 3165.757444 = -1988508.110350
  nChanged 24
		SP:Iteration 57Q (43848.540000 sec): 3 clusters
  Score: Raw -1991677.178955 + Penalty 3165.757444 = -1988511.421511
  nChanged 23
		SP:Iteration 58Q (43848.830000 sec): 3 clusters
  Score: Raw -1991680.349464 + Penalty 3165.757444 = -1988514.592020
  nChanged 21
		SP:Iteration 59Q (43849.140000 sec): 3 clusters
  Score: Raw -1991682.729955 + Penalty 3165.757444 = -1988516.972511
  nChanged 16
		SP:Iteration 60F (43849.480000 sec): 3 clusters
  Score: Raw -1991684.333754 + Penalty 3165.757444 = -1988518.576309
  nChanged 18
		SP:Iteration 61Q (43849.740000 sec): 3 clusters
  Score: Raw -1991686.223121 + Penalty 3165.757444 = -1988520.465677
  nChanged 21
		SP:Iteration 62Q (43850.040000 sec): 3 clusters
  Score: Raw -1991688.372368 + Penalty 3165.757444 = -1988522.614924
  nChanged 25
		SP:Iteration 63Q (43850.300000 sec): 3 clusters
  Score: Raw -1991691.400696 + Penalty 3165.757444 = -1988525.643252
  nChanged 24
		SP:Iteration 64Q (43850.550000 sec): 3 clusters
  Score: Raw -1991694.296118 + Penalty 3165.757444 = -1988528.538674
  nChanged 19
		SP:Iteration 65Q (43850.820000 sec): 3 clusters
  Score: Raw -1991697.130578 + Penalty 3165.757444 = -1988531.373133
  nChanged 28
		SP:Iteration 66Q (43851.140000 sec): 3 clusters
  Score: Raw -1991702.691504 + Penalty 3165.757444 = -1988536.934060
  nChanged 31
		SP:Iteration 67Q (43851.410000 sec): 3 clusters
  Score: Raw -1991706.967678 + Penalty 3165.757444 = -1988541.210234
  nChanged 19
		SP:Iteration 68Q (43851.690000 sec): 3 clusters
  Score: Raw -1991709.415632 + Penalty 3165.757444 = -1988543.658187
  nChanged 16
		SP:Iteration 69Q (43852.000000 sec): 3 clusters
  Score: Raw -1991711.079266 + Penalty 3165.757444 = -1988545.321822
  nChanged 17
		SP:Iteration 70Q (43852.290000 sec): 3 clusters
  Score: Raw -1991713.452576 + Penalty 3165.757444 = -1988547.695132
  nChanged 18
		SP:Iteration 71Q (43852.590000 sec): 3 clusters
  Score: Raw -1991715.811342 + Penalty 3165.757444 = -1988550.053898
  nChanged 19
		SP:Iteration 72Q (43852.810000 sec): 3 clusters
  Score: Raw -1991718.464802 + Penalty 3165.757444 = -1988552.707358
  nChanged 18
		SP:Iteration 73Q (43853.070000 sec): 3 clusters
  Score: Raw -1991720.412922 + Penalty 3165.757444 = -1988554.655478
  nChanged 16
		SP:Iteration 74Q (43853.360000 sec): 3 clusters
  Score: Raw -1991722.428772 + Penalty 3165.757444 = -1988556.671327
  nChanged 20
		SP:Iteration 75Q (43853.660000 sec): 3 clusters
  Score: Raw -1991725.690730 + Penalty 3165.757444 = -1988559.933286
  nChanged 29
		SP:Iteration 76Q (43854.000000 sec): 3 clusters
  Score: Raw -1991731.360275 + Penalty 3165.757444 = -1988565.602831
  nChanged 34
		SP:Iteration 77Q (43854.270000 sec): 3 clusters
  Score: Raw -1991736.596719 + Penalty 3165.757444 = -1988570.839275
  nChanged 30
		SP:Iteration 78Q (43854.580000 sec): 3 clusters
  Score: Raw -1991740.406447 + Penalty 3165.757444 = -1988574.649002
  nChanged 28
		SP:Iteration 79Q (43854.770000 sec): 3 clusters
  Score: Raw -1991744.569919 + Penalty 3165.757444 = -1988578.812474
  nChanged 25
		SP:Iteration 80F (43855.040000 sec): 3 clusters
  Score: Raw -1991748.054253 + Penalty 3165.757444 = -1988582.296808
  nChanged 31
		SP:Iteration 81Q (43855.320000 sec): 3 clusters
  Score: Raw -1991753.260285 + Penalty 3165.757444 = -1988587.502840
  nChanged 36
		SP:Iteration 82Q (43855.580000 sec): 3 clusters
  Score: Raw -1991757.876630 + Penalty 3165.757444 = -1988592.119186
  nChanged 27
		SP:Iteration 83Q (43855.770000 sec): 3 clusters
  Score: Raw -1991760.417703 + Penalty 3165.757444 = -1988594.660259
  nChanged 17
		SP:Iteration 84Q (43856.060000 sec): 3 clusters
  Score: Raw -1991762.550573 + Penalty 3165.757444 = -1988596.793129
  nChanged 16
		SP:Iteration 85Q (43856.300000 sec): 3 clusters
  Score: Raw -1991764.230113 + Penalty 3165.757444 = -1988598.472668
  nChanged 13
		SP:Iteration 86Q (43856.600000 sec): 3 clusters
  Score: Raw -1991765.298617 + Penalty 3165.757444 = -1988599.541172
  nChanged 6
		SP:Iteration 87Q (43856.840000 sec): 3 clusters
  Score: Raw -1991766.056971 + Penalty 3165.757444 = -1988600.299527
  nChanged 6
		SP:Iteration 88Q (43857.150000 sec): 3 clusters
  Score: Raw -1991766.590357 + Penalty 3165.757444 = -1988600.832912
  nChanged 5
		SP:Iteration 89Q (43857.440000 sec): 3 clusters
  Score: Raw -1991767.156633 + Penalty 3165.757444 = -1988601.399189
  nChanged 6
		SP:Iteration 90Q (43857.740000 sec): 3 clusters
  Score: Raw -1991768.289000 + Penalty 3165.757444 = -1988602.531555
  nChanged 8
		SP:Iteration 91Q (43857.990000 sec): 3 clusters
  Score: Raw -1991769.571250 + Penalty 3165.757444 = -1988603.813805
  nChanged 10
		SP:Iteration 92Q (43858.180000 sec): 3 clusters
  Score: Raw -1991771.095796 + Penalty 3165.757444 = -1988605.338351
  nChanged 13
		SP:Iteration 93Q (43858.470000 sec): 3 clusters
  Score: Raw -1991773.016556 + Penalty 3165.757444 = -1988607.259111
  nChanged 6
		SP:Iteration 94Q (43858.760000 sec): 3 clusters
  Score: Raw -1991774.207752 + Penalty 3165.757444 = -1988608.450308
  nChanged 6
		SP:Iteration 95Q (43858.960000 sec): 3 clusters
  Score: Raw -1991774.792117 + Penalty 3165.757444 = -1988609.034673
  nChanged 7
		SP:Iteration 96Q (43859.260000 sec): 3 clusters
  Score: Raw -1991775.857369 + Penalty 3165.757444 = -1988610.099925
  nChanged 7
		SP:Iteration 97Q (43859.520000 sec): 3 clusters
  Score: Raw -1991776.738322 + Penalty 3165.757444 = -1988610.980878
  nChanged 3
		SP:Iteration 98Q (43859.800000 sec): 3 clusters
  Score: Raw -1991777.244586 + Penalty 3165.757444 = -1988611.487142
  nChanged 4
		SP:Iteration 99Q (43860.110000 sec): 3 clusters
  Score: Raw -1991777.941037 + Penalty 3165.757444 = -1988612.183593
  nChanged 3
		SP:Iteration 100F (43860.430000 sec): 3 clusters
  Score: Raw -1991778.341085 + Penalty 3165.757444 = -1988612.583640
  nChanged 5
		SP:Iteration 101Q (43860.780000 sec): 3 clusters
  Score: Raw -1991778.826499 + Penalty 3165.757444 = -1988613.069054
  nChanged 3
		SP:Iteration 102Q (43861.080000 sec): 3 clusters
  Score: Raw -1991779.281899 + Penalty 3165.757444 = -1988613.524455
  nChanged 7
		SP:Iteration 103Q (43861.400000 sec): 3 clusters
  Score: Raw -1991779.894400 + Penalty 3165.757444 = -1988614.136955
  nChanged 4
		SP:Iteration 104Q (43861.710000 sec): 3 clusters
  Score: Raw -1991780.306317 + Penalty 3165.757444 = -1988614.548873
  nChanged 2
		SP:Iteration 105Q (43862.010000 sec): 3 clusters
  Score: Raw -1991780.521643 + Penalty 3165.757444 = -1988614.764198
  nChanged 7
		SP:Iteration 106Q (43862.230000 sec): 3 clusters
  Score: Raw -1991781.435820 + Penalty 3165.757444 = -1988615.678375
  nChanged 6
		SP:Iteration 107Q (43862.450000 sec): 3 clusters
  Score: Raw -1991782.155682 + Penalty 3165.757444 = -1988616.398238
  nChanged 5
		SP:Iteration 108Q (43862.730000 sec): 3 clusters
  Score: Raw -1991782.693429 + Penalty 3165.757444 = -1988616.935984
  nChanged 4
		SP:Iteration 109Q (43863.060000 sec): 3 clusters
  Score: Raw -1991783.091115 + Penalty 3165.757444 = -1988617.333671
  nChanged 5
		SP:Iteration 110Q (43863.300000 sec): 3 clusters
  Score: Raw -1991783.804908 + Penalty 3165.757444 = -1988618.047463
  nChanged 7
		SP:Iteration 111Q (43863.580000 sec): 3 clusters
  Score: Raw -1991784.335433 + Penalty 3165.757444 = -1988618.577988
  nChanged 5
		SP:Iteration 112Q (43863.860000 sec): 3 clusters
  Score: Raw -1991784.848472 + Penalty 3165.757444 = -1988619.091027
  nChanged 3
		SP:Iteration 113Q (43864.140000 sec): 3 clusters
  Score: Raw -1991785.125990 + Penalty 3165.757444 = -1988619.368546
  nChanged 4
		SP:Iteration 114Q (43864.430000 sec): 3 clusters
  Score: Raw -1991785.459722 + Penalty 3165.757444 = -1988619.702278
  nChanged 3
		SP:Iteration 115Q (43864.750000 sec): 3 clusters
  Score: Raw -1991785.734337 + Penalty 3165.757444 = -1988619.976892
  nChanged 4
		SP:Iteration 116Q (43865.000000 sec): 3 clusters
  Score: Raw -1991786.132930 + Penalty 3165.757444 = -1988620.375485
  nChanged 5
		SP:Iteration 117Q (43865.320000 sec): 3 clusters
  Score: Raw -1991786.753243 + Penalty 3165.757444 = -1988620.995798
  nChanged 4
		SP:Iteration 118Q (43865.560000 sec): 3 clusters
  Score: Raw -1991787.264572 + Penalty 3165.757444 = -1988621.507127
  nChanged 6
		SP:Iteration 119Q (43865.910000 sec): 3 clusters
  Score: Raw -1991788.122525 + Penalty 3165.757444 = -1988622.365081
  nChanged 5
		SP:Iteration 120F (43866.140000 sec): 3 clusters
  Score: Raw -1991788.569824 + Penalty 3165.757444 = -1988622.812380
  nChanged 6
		SP:Iteration 121Q (43866.430000 sec): 3 clusters
  Score: Raw -1991789.435809 + Penalty 3165.757444 = -1988623.678364
  nChanged 3
		SP:Iteration 122Q (43866.680000 sec): 3 clusters
  Score: Raw -1991790.122074 + Penalty 3165.757444 = -1988624.364630
  nChanged 5
		SP:Iteration 123Q (43866.940000 sec): 3 clusters
  Score: Raw -1991790.722556 + Penalty 3165.757444 = -1988624.965111
  nChanged 6
		SP:Iteration 124Q (43867.200000 sec): 3 clusters
  Score: Raw -1991791.311537 + Penalty 3165.757444 = -1988625.554093
  nChanged 5
		SP:Iteration 125Q (43867.380000 sec): 3 clusters
  Score: Raw -1991791.790531 + Penalty 3165.757444 = -1988626.033087
  nChanged 3
		SP:Iteration 126Q (43867.660000 sec): 3 clusters
  Score: Raw -1991792.278080 + Penalty 3165.757444 = -1988626.520635
  nChanged 7
		SP:Iteration 127Q (43867.890000 sec): 3 clusters
  Score: Raw -1991793.350228 + Penalty 3165.757444 = -1988627.592784
  nChanged 9
		SP:Iteration 128Q (43868.180000 sec): 3 clusters
  Score: Raw -1991795.020241 + Penalty 3165.757444 = -1988629.262797
  nChanged 14
		SP:Iteration 129Q (43868.480000 sec): 3 clusters
  Score: Raw -1991798.260910 + Penalty 3165.757444 = -1988632.503465
  nChanged 17
		SP:Iteration 130Q (43868.720000 sec): 3 clusters
  Score: Raw -1991801.350556 + Penalty 3165.757444 = -1988635.593112
  nChanged 23
		SP:Iteration 131Q (43869.010000 sec): 3 clusters
  Score: Raw -1991805.667841 + Penalty 3165.757444 = -1988639.910396
  nChanged 20
		SP:Iteration 132Q (43869.300000 sec): 3 clusters
  Score: Raw -1991809.393624 + Penalty 3165.757444 = -1988643.636179
  nChanged 21
		SP:Iteration 133Q (43869.550000 sec): 3 clusters
  Score: Raw -1991813.379099 + Penalty 3165.757444 = -1988647.621655
  nChanged 19
		SP:Iteration 134Q (43869.860000 sec): 3 clusters
  Score: Raw -1991816.666349 + Penalty 3165.757444 = -1988650.908904
  nChanged 20
		SP:Iteration 135Q (43870.190000 sec): 3 clusters
  Score: Raw -1991819.849279 + Penalty 3165.757444 = -1988654.091835
  nChanged 14
		SP:Iteration 136Q (43870.520000 sec): 3 clusters
  Score: Raw -1991822.246976 + Penalty 3165.757444 = -1988656.489531
  nChanged 23
		SP:Iteration 137Q (43870.790000 sec): 3 clusters
  Score: Raw -1991826.555817 + Penalty 3165.757444 = -1988660.798373
  nChanged 22
		SP:Iteration 138Q (43871.050000 sec): 3 clusters
  Score: Raw -1991829.954483 + Penalty 3165.757444 = -1988664.197039
  nChanged 14
		SP:Iteration 139Q (43871.340000 sec): 3 clusters
  Score: Raw -1991831.622385 + Penalty 3165.757444 = -1988665.864940
  nChanged 10
		SP:Iteration 140F (43871.570000 sec): 3 clusters
  Score: Raw -1991832.884491 + Penalty 3165.757444 = -1988667.127046
  nChanged 13
		SP:Iteration 141Q (43871.900000 sec): 3 clusters
  Score: Raw -1991834.440402 + Penalty 3165.757444 = -1988668.682957
  nChanged 15
		SP:Iteration 142Q (43872.250000 sec): 3 clusters
  Score: Raw -1991836.589952 + Penalty 3165.757444 = -1988670.832507
  nChanged 21
		SP:Iteration 143Q (43872.520000 sec): 3 clusters
  Score: Raw -1991839.979670 + Penalty 3165.757444 = -1988674.222225
  nChanged 22
		SP:Iteration 144Q (43872.800000 sec): 3 clusters
  Score: Raw -1991843.619282 + Penalty 3165.757444 = -1988677.861838
  nChanged 20
		SP:Iteration 145Q (43873.040000 sec): 3 clusters
  Score: Raw -1991847.254971 + Penalty 3165.757444 = -1988681.497526
  nChanged 23
		SP:Iteration 146Q (43873.270000 sec): 3 clusters
  Score: Raw -1991851.943315 + Penalty 3165.757444 = -1988686.185870
  nChanged 12
		SP:Iteration 147Q (43873.560000 sec): 3 clusters
  Score: Raw -1991853.611649 + Penalty 3165.757444 = -1988687.854204
  nChanged 10
		SP:Iteration 148Q (43873.850000 sec): 3 clusters
  Score: Raw -1991854.865964 + Penalty 3165.757444 = -1988689.108520
  nChanged 8
		SP:Iteration 149Q (43874.130000 sec): 3 clusters
  Score: Raw -1991856.091932 + Penalty 3165.757444 = -1988690.334488
  nChanged 12
		SP:Iteration 150Q (43874.410000 sec): 3 clusters
  Score: Raw -1991858.028202 + Penalty 3165.757444 = -1988692.270757
  nChanged 16
		SP:Iteration 151Q (43874.690000 sec): 3 clusters
  Score: Raw -1991860.557427 + Penalty 3165.757444 = -1988694.799982
  nChanged 15
		SP:Iteration 152Q (43874.990000 sec): 3 clusters
  Score: Raw -1991862.180534 + Penalty 3165.757444 = -1988696.423089
  nChanged 8
		SP:Iteration 153Q (43875.320000 sec): 3 clusters
  Score: Raw -1991863.997991 + Penalty 3165.757444 = -1988698.240546
  nChanged 8
		SP:Iteration 154Q (43875.590000 sec): 3 clusters
  Score: Raw -1991865.350157 + Penalty 3165.757444 = -1988699.592713
  nChanged 5
		SP:Iteration 155Q (43875.890000 sec): 3 clusters
  Score: Raw -1991866.206181 + Penalty 3165.757444 = -1988700.448736
  nChanged 7
		SP:Iteration 156Q (43876.200000 sec): 3 clusters
  Score: Raw -1991867.302732 + Penalty 3165.757444 = -1988701.545288
  nChanged 8
		SP:Iteration 157Q (43876.470000 sec): 3 clusters
  Score: Raw -1991868.501951 + Penalty 3165.757444 = -1988702.744507
  nChanged 10
		SP:Iteration 158Q (43876.760000 sec): 3 clusters
  Score: Raw -1991870.242260 + Penalty 3165.757444 = -1988704.484815
  nChanged 4
		SP:Iteration 159Q (43877.020000 sec): 3 clusters
  Score: Raw -1991871.144413 + Penalty 3165.757444 = -1988705.386968
  nChanged 1
		SP:Iteration 160F (43877.370000 sec): 3 clusters
  Score: Raw -1991871.265185 + Penalty 3165.757444 = -1988705.507741
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 23 (3986 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (43877.440000 sec): 2 clusters
  Score: Raw -489376.788793 + Penalty 1347.213319 = -488029.575474
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (43877.590000 sec): 3 clusters
  Score: Raw -487332.619781 + Penalty 2694.426638 = -484638.193144
  nChanged 1646
		SP:Iteration 1F (43877.770000 sec): 3 clusters
  Score: Raw -488284.329794 + Penalty 2694.426638 = -485589.903157
  nChanged 290
		SP:Iteration 2F (43877.940000 sec): 3 clusters
  Score: Raw -488441.872538 + Penalty 2694.426638 = -485747.445900
  nChanged 208
		SP:Iteration 3F (43878.100000 sec): 3 clusters
  Score: Raw -488549.973055 + Penalty 2694.426638 = -485855.546417
  nChanged 156
		SP:Iteration 4Q (43878.250000 sec): 3 clusters
  Score: Raw -488627.073026 + Penalty 2694.426638 = -485932.646388
  nChanged 140
		SP:Iteration 5Q (43878.460000 sec): 3 clusters
  Score: Raw -488695.899230 + Penalty 2694.426638 = -486001.472593
  nChanged 125
		SP:Iteration 6Q (43878.610000 sec): 3 clusters
  Score: Raw -488760.134160 + Penalty 2694.426638 = -486065.707522
  nChanged 125
		SP:Iteration 7Q (43878.760000 sec): 3 clusters
  Score: Raw -488830.758112 + Penalty 2694.426638 = -486136.331474
  nChanged 138
		SP:Iteration 8Q (43878.980000 sec): 3 clusters
  Score: Raw -488909.018022 + Penalty 2694.426638 = -486214.591384
  nChanged 127
		SP:Iteration 9Q (43879.070000 sec): 3 clusters
  Score: Raw -488982.145078 + Penalty 2694.426638 = -486287.718440
  nChanged 126
		SP:Iteration 10Q (43879.220000 sec): 3 clusters
  Score: Raw -489060.938918 + Penalty 2694.426638 = -486366.512280
  nChanged 120
		SP:Iteration 11Q (43879.360000 sec): 3 clusters
  Score: Raw -489130.234896 + Penalty 2694.426638 = -486435.808258
  nChanged 105
		SP:Iteration 12Q (43879.550000 sec): 3 clusters
  Score: Raw -489192.663894 + Penalty 2694.426638 = -486498.237256
  nChanged 90
		SP:Iteration 13Q (43879.720000 sec): 3 clusters
  Score: Raw -489250.725709 + Penalty 2694.426638 = -486556.299072
  nChanged 76
		SP:Iteration 14Q (43879.880000 sec): 3 clusters
  Score: Raw -489304.804388 + Penalty 2694.426638 = -486610.377750
  nChanged 66
		SP:Iteration 15Q (43880.010000 sec): 3 clusters
  Score: Raw -489346.389587 + Penalty 2694.426638 = -486651.962949
  nChanged 59
		SP:Iteration 16Q (43880.180000 sec): 3 clusters
  Score: Raw -489382.141945 + Penalty 2694.426638 = -486687.715307
  nChanged 49
		SP:Iteration 17Q (43880.340000 sec): 3 clusters
  Score: Raw -489418.989052 + Penalty 2694.426638 = -486724.562414
  nChanged 55
		SP:Iteration 18Q (43880.510000 sec): 3 clusters
  Score: Raw -489460.453250 + Penalty 2694.426638 = -486766.026612
  nChanged 53
		SP:Iteration 19Q (43880.670000 sec): 3 clusters
  Score: Raw -489492.926798 + Penalty 2694.426638 = -486798.500161
  nChanged 40
		SP:Iteration 20F (43880.800000 sec): 3 clusters
  Score: Raw -489523.561279 + Penalty 2694.426638 = -486829.134641
  nChanged 41
		SP:Iteration 21Q (43880.970000 sec): 3 clusters
  Score: Raw -489552.781811 + Penalty 2694.426638 = -486858.355173
  nChanged 32
		SP:Iteration 22Q (43881.200000 sec): 3 clusters
  Score: Raw -489575.620012 + Penalty 2694.426638 = -486881.193374
  nChanged 28
		SP:Iteration 23Q (43881.380000 sec): 3 clusters
  Score: Raw -489591.741372 + Penalty 2694.426638 = -486897.314734
  nChanged 17
		SP:Iteration 24Q (43881.510000 sec): 3 clusters
  Score: Raw -489602.002903 + Penalty 2694.426638 = -486907.576266
  nChanged 16
		SP:Iteration 25Q (43881.650000 sec): 3 clusters
  Score: Raw -489609.760431 + Penalty 2694.426638 = -486915.333793
  nChanged 9
		SP:Iteration 26Q (43881.840000 sec): 3 clusters
  Score: Raw -489615.691785 + Penalty 2694.426638 = -486921.265147
  nChanged 17
		SP:Iteration 27Q (43881.970000 sec): 3 clusters
  Score: Raw -489628.127422 + Penalty 2694.426638 = -486933.700784
  nChanged 15
		SP:Iteration 28Q (43882.090000 sec): 3 clusters
  Score: Raw -489636.056006 + Penalty 2694.426638 = -486941.629368
  nChanged 13
		SP:Iteration 29Q (43882.200000 sec): 3 clusters
  Score: Raw -489644.246000 + Penalty 2694.426638 = -486949.819362
  nChanged 10
		SP:Iteration 30Q (43882.390000 sec): 3 clusters
  Score: Raw -489651.160836 + Penalty 2694.426638 = -486956.734198
  nChanged 10
		SP:Iteration 31Q (43882.580000 sec): 3 clusters
  Score: Raw -489662.651841 + Penalty 2694.426638 = -486968.225204
  nChanged 18
		SP:Iteration 32Q (43882.770000 sec): 3 clusters
  Score: Raw -489676.005130 + Penalty 2694.426638 = -486981.578492
  nChanged 12
		SP:Iteration 33Q (43882.940000 sec): 3 clusters
  Score: Raw -489689.222838 + Penalty 2694.426638 = -486994.796200
  nChanged 18
		SP:Iteration 34Q (43883.150000 sec): 3 clusters
  Score: Raw -489705.204937 + Penalty 2694.426638 = -487010.778299
  nChanged 16
		SP:Iteration 35Q (43883.370000 sec): 3 clusters
  Score: Raw -489715.187956 + Penalty 2694.426638 = -487020.761318
  nChanged 6
		SP:Iteration 36Q (43883.550000 sec): 3 clusters
  Score: Raw -489721.545956 + Penalty 2694.426638 = -487027.119318
  nChanged 9
		SP:Iteration 37Q (43883.670000 sec): 3 clusters
  Score: Raw -489730.131449 + Penalty 2694.426638 = -487035.704811
  nChanged 8
		SP:Iteration 38Q (43883.810000 sec): 3 clusters
  Score: Raw -489735.542841 + Penalty 2694.426638 = -487041.116203
  nChanged 6
		SP:Iteration 39Q (43883.960000 sec): 3 clusters
  Score: Raw -489738.983092 + Penalty 2694.426638 = -487044.556455
  nChanged 5
		SP:Iteration 40F (43884.120000 sec): 3 clusters
  Score: Raw -489742.043303 + Penalty 2694.426638 = -487047.616665
  nChanged 6
		SP:Iteration 41Q (43884.320000 sec): 3 clusters
  Score: Raw -489745.576651 + Penalty 2694.426638 = -487051.150013
  nChanged 3
		SP:Iteration 42Q (43884.460000 sec): 3 clusters
  Score: Raw -489747.437330 + Penalty 2694.426638 = -487053.010692
  nChanged 3
		SP:Iteration 43Q (43884.590000 sec): 3 clusters
  Score: Raw -489749.783181 + Penalty 2694.426638 = -487055.356543
  nChanged 3
		SP:Iteration 44Q (43884.730000 sec): 3 clusters
  Score: Raw -489751.199685 + Penalty 2694.426638 = -487056.773047
  nChanged 1
		SP:Iteration 45Q (43884.860000 sec): 3 clusters
  Score: Raw -489751.779238 + Penalty 2694.426638 = -487057.352600
  nChanged 1
		SP:Iteration 46Q (43885.000000 sec): 3 clusters
  Score: Raw -489752.061989 + Penalty 2694.426638 = -487057.635351
  nChanged 1
		SP:Iteration 47Q (43885.140000 sec): 3 clusters
  Score: Raw -489752.519556 + Penalty 2694.426638 = -487058.092918
  nChanged 1
		SP:Iteration 48Q (43885.300000 sec): 3 clusters
  Score: Raw -489753.254571 + Penalty 2694.426638 = -487058.827933
  nChanged 2
		SP:Iteration 49Q (43885.460000 sec): 3 clusters
  Score: Raw -489753.889505 + Penalty 2694.426638 = -487059.462867
  nChanged 0
		SP:Iteration 50F (43885.620000 sec): 3 clusters
  Score: Raw -489753.889505 + Penalty 2694.426638 = -487059.462867
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 24 (2529 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (43885.690000 sec): 2 clusters
  Score: Raw -310854.145973 + Penalty 1273.281628 = -309580.864346
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (43885.850000 sec): 3 clusters
  Score: Raw -309676.966923 + Penalty 2546.563255 = -307130.403668
  nChanged 907
		SP:Iteration 1F (43886.010000 sec): 3 clusters
  Score: Raw -310186.363168 + Penalty 2546.563255 = -307639.799913
  nChanged 179
		SP:Iteration 2F (43886.170000 sec): 3 clusters
  Score: Raw -310298.724029 + Penalty 2546.563255 = -307752.160774
  nChanged 117
		SP:Iteration 3Q (43886.330000 sec): 3 clusters
  Score: Raw -310375.364467 + Penalty 2546.563255 = -307828.801211
  nChanged 103
		SP:Iteration 4Q (43886.490000 sec): 3 clusters
  Score: Raw -310435.652728 + Penalty 2546.563255 = -307889.089473
  nChanged 77
		SP:Iteration 5Q (43886.640000 sec): 3 clusters
  Score: Raw -310482.855376 + Penalty 2546.563255 = -307936.292121
  nChanged 72
		SP:Iteration 6Q (43886.800000 sec): 3 clusters
  Score: Raw -310525.026172 + Penalty 2546.563255 = -307978.462917
  nChanged 63
		SP:Iteration 7Q (43886.960000 sec): 3 clusters
  Score: Raw -310558.621732 + Penalty 2546.563255 = -308012.058477
  nChanged 52
		SP:Iteration 8Q (43887.120000 sec): 3 clusters
  Score: Raw -310589.882000 + Penalty 2546.563255 = -308043.318745
  nChanged 50
		SP:Iteration 9Q (43887.280000 sec): 3 clusters
  Score: Raw -310618.330019 + Penalty 2546.563255 = -308071.766764
  nChanged 53
		SP:Iteration 10Q (43887.440000 sec): 3 clusters
  Score: Raw -310659.410005 + Penalty 2546.563255 = -308112.846750
  nChanged 48
		SP:Iteration 11Q (43887.600000 sec): 3 clusters
  Score: Raw -310692.685338 + Penalty 2546.563255 = -308146.122083
  nChanged 51
		SP:Iteration 12Q (43887.770000 sec): 3 clusters
  Score: Raw -310742.235355 + Penalty 2546.563255 = -308195.672100
  nChanged 64
		SP:Iteration 13Q (43887.930000 sec): 3 clusters
  Score: Raw -310804.602178 + Penalty 2546.563255 = -308258.038923
  nChanged 65
		SP:Iteration 14Q (43888.090000 sec): 3 clusters
  Score: Raw -310869.652427 + Penalty 2546.563255 = -308323.089172
  nChanged 56
		SP:Iteration 15Q (43888.260000 sec): 3 clusters
  Score: Raw -310907.067642 + Penalty 2546.563255 = -308360.504386
  nChanged 49
		SP:Iteration 16Q (43888.420000 sec): 3 clusters
  Score: Raw -310943.477379 + Penalty 2546.563255 = -308396.914124
  nChanged 39
		SP:Iteration 17Q (43888.580000 sec): 3 clusters
  Score: Raw -310971.269503 + Penalty 2546.563255 = -308424.706248
  nChanged 39
		SP:Iteration 18Q (43888.750000 sec): 3 clusters
  Score: Raw -310992.184033 + Penalty 2546.563255 = -308445.620778
  nChanged 32
		SP:Iteration 19Q (43888.910000 sec): 3 clusters
  Score: Raw -311007.747028 + Penalty 2546.563255 = -308461.183773
  nChanged 27
		SP:Iteration 20F (43889.070000 sec): 3 clusters
  Score: Raw -311018.213844 + Penalty 2546.563255 = -308471.650589
  nChanged 22
		SP:Iteration 21Q (43889.240000 sec): 3 clusters
  Score: Raw -311029.281981 + Penalty 2546.563255 = -308482.718725
  nChanged 14
		SP:Iteration 22Q (43889.400000 sec): 3 clusters
  Score: Raw -311040.644760 + Penalty 2546.563255 = -308494.081505
  nChanged 23
		SP:Iteration 23Q (43889.560000 sec): 3 clusters
  Score: Raw -311052.471392 + Penalty 2546.563255 = -308505.908136
  nChanged 13
		SP:Iteration 24Q (43889.730000 sec): 3 clusters
  Score: Raw -311057.363325 + Penalty 2546.563255 = -308510.800070
  nChanged 5
		SP:Iteration 25Q (43889.890000 sec): 3 clusters
  Score: Raw -311059.097794 + Penalty 2546.563255 = -308512.534539
  nChanged 5
		SP:Iteration 26Q (43890.050000 sec): 3 clusters
  Score: Raw -311061.211173 + Penalty 2546.563255 = -308514.647917
  nChanged 5
		SP:Iteration 27Q (43890.220000 sec): 3 clusters
  Score: Raw -311064.015743 + Penalty 2546.563255 = -308517.452488
  nChanged 6
		SP:Iteration 28Q (43890.380000 sec): 3 clusters
  Score: Raw -311066.578897 + Penalty 2546.563255 = -308520.015642
  nChanged 4
		SP:Iteration 29Q (43890.540000 sec): 3 clusters
  Score: Raw -311067.658241 + Penalty 2546.563255 = -308521.094986
  nChanged 5
		SP:Iteration 30Q (43890.710000 sec): 3 clusters
  Score: Raw -311068.786699 + Penalty 2546.563255 = -308522.223444
  nChanged 2
		SP:Iteration 31Q (43890.870000 sec): 3 clusters
  Score: Raw -311069.336120 + Penalty 2546.563255 = -308522.772865
  nChanged 3
		SP:Iteration 32Q (43891.030000 sec): 3 clusters
  Score: Raw -311070.094981 + Penalty 2546.563255 = -308523.531725
  nChanged 6
		SP:Iteration 33Q (43891.200000 sec): 3 clusters
  Score: Raw -311072.845467 + Penalty 2546.563255 = -308526.282212
  nChanged 3
		SP:Iteration 34Q (43891.360000 sec): 3 clusters
  Score: Raw -311073.883261 + Penalty 2546.563255 = -308527.320005
  nChanged 1
		SP:Iteration 35Q (43891.520000 sec): 3 clusters
  Score: Raw -311074.197640 + Penalty 2546.563255 = -308527.634385
  nChanged 1
		SP:Iteration 36Q (43891.690000 sec): 3 clusters
  Score: Raw -311074.556018 + Penalty 2546.563255 = -308527.992763
  nChanged 3
		SP:Iteration 37Q (43891.850000 sec): 3 clusters
  Score: Raw -311075.301953 + Penalty 2546.563255 = -308528.738698
  nChanged 3
		SP:Iteration 38Q (43892.010000 sec): 3 clusters
  Score: Raw -311076.110805 + Penalty 2546.563255 = -308529.547550
  nChanged 1
		SP:Iteration 39Q (43892.170000 sec): 3 clusters
  Score: Raw -311076.467633 + Penalty 2546.563255 = -308529.904378
  nChanged 2
		SP:Iteration 40F (43892.360000 sec): 3 clusters
  Score: Raw -311077.091671 + Penalty 2546.563255 = -308530.528416
  nChanged 2
		SP:Iteration 41Q (43892.550000 sec): 3 clusters
  Score: Raw -311077.738655 + Penalty 2546.563255 = -308531.175400
  nChanged 4
		SP:Iteration 42Q (43892.710000 sec): 3 clusters
  Score: Raw -311080.329929 + Penalty 2546.563255 = -308533.766674
  nChanged 6
		SP:Iteration 43Q (43892.900000 sec): 3 clusters
  Score: Raw -311082.219565 + Penalty 2546.563255 = -308535.656310
  nChanged 5
		SP:Iteration 44Q (43893.060000 sec): 3 clusters
  Score: Raw -311084.318863 + Penalty 2546.563255 = -308537.755608
  nChanged 3
		SP:Iteration 45Q (43893.270000 sec): 3 clusters
  Score: Raw -311085.426269 + Penalty 2546.563255 = -308538.863014
  nChanged 2
		SP:Iteration 46Q (43893.440000 sec): 3 clusters
  Score: Raw -311086.018361 + Penalty 2546.563255 = -308539.455106
  nChanged 2
		SP:Iteration 47Q (43893.570000 sec): 3 clusters
  Score: Raw -311087.211412 + Penalty 2546.563255 = -308540.648157
  nChanged 2
		SP:Iteration 48Q (43893.750000 sec): 3 clusters
  Score: Raw -311088.185058 + Penalty 2546.563255 = -308541.621803
  nChanged 5
		SP:Iteration 49Q (43893.950000 sec): 3 clusters
  Score: Raw -311090.616427 + Penalty 2546.563255 = -308544.053171
  nChanged 7
		SP:Iteration 50Q (43894.100000 sec): 3 clusters
  Score: Raw -311094.434969 + Penalty 2546.563255 = -308547.871714
  nChanged 10
		SP:Iteration 51Q (43894.310000 sec): 3 clusters
  Score: Raw -311099.532607 + Penalty 2546.563255 = -308552.969352
  nChanged 10
		SP:Iteration 52Q (43894.470000 sec): 3 clusters
  Score: Raw -311105.292252 + Penalty 2546.563255 = -308558.728997
  nChanged 15
		SP:Iteration 53Q (43894.650000 sec): 3 clusters
  Score: Raw -311114.139378 + Penalty 2546.563255 = -308567.576123
  nChanged 14
		SP:Iteration 54Q (43894.780000 sec): 3 clusters
  Score: Raw -311122.938836 + Penalty 2546.563255 = -308576.375581
  nChanged 16
		SP:Iteration 55Q (43894.930000 sec): 3 clusters
  Score: Raw -311131.867507 + Penalty 2546.563255 = -308585.304251
  nChanged 17
		SP:Iteration 56Q (43895.110000 sec): 3 clusters
  Score: Raw -311145.221929 + Penalty 2546.563255 = -308598.658673
  nChanged 21
		SP:Iteration 57Q (43895.300000 sec): 3 clusters
  Score: Raw -311163.061619 + Penalty 2546.563255 = -308616.498364
  nChanged 27
		SP:Iteration 58Q (43895.510000 sec): 3 clusters
  Score: Raw -311181.166454 + Penalty 2546.563255 = -308634.603198
  nChanged 26
		SP:Iteration 59Q (43895.760000 sec): 3 clusters
  Score: Raw -311192.021387 + Penalty 2546.563255 = -308645.458132
  nChanged 25
		SP:Iteration 60F (43895.930000 sec): 3 clusters
  Score: Raw -311207.752206 + Penalty 2546.563255 = -308661.188951
  nChanged 20
		SP:Iteration 61Q (43896.130000 sec): 3 clusters
  Score: Raw -311220.978682 + Penalty 2546.563255 = -308674.415427
  nChanged 17
		SP:Iteration 62Q (43896.330000 sec): 3 clusters
  Score: Raw -311227.108684 + Penalty 2546.563255 = -308680.545429
  nChanged 15
		SP:Iteration 63Q (43896.480000 sec): 3 clusters
  Score: Raw -311233.351469 + Penalty 2546.563255 = -308686.788214
  nChanged 12
		SP:Iteration 64Q (43896.640000 sec): 3 clusters
  Score: Raw -311238.215632 + Penalty 2546.563255 = -308691.652377
  nChanged 12
		SP:Iteration 65Q (43896.830000 sec): 3 clusters
  Score: Raw -311244.019128 + Penalty 2546.563255 = -308697.455873
  nChanged 11
		SP:Iteration 66Q (43897.000000 sec): 3 clusters
  Score: Raw -311249.429830 + Penalty 2546.563255 = -308702.866575
  nChanged 8
		SP:Iteration 67Q (43897.180000 sec): 3 clusters
  Score: Raw -311253.755128 + Penalty 2546.563255 = -308707.191872
  nChanged 10
		SP:Iteration 68Q (43897.340000 sec): 3 clusters
  Score: Raw -311256.498919 + Penalty 2546.563255 = -308709.935664
  nChanged 8
		SP:Iteration 69Q (43897.600000 sec): 3 clusters
  Score: Raw -311259.412679 + Penalty 2546.563255 = -308712.849423
  nChanged 13
		SP:Iteration 70Q (43897.790000 sec): 3 clusters
  Score: Raw -311264.830900 + Penalty 2546.563255 = -308718.267645
  nChanged 12
		SP:Iteration 71Q (43897.980000 sec): 3 clusters
  Score: Raw -311269.570881 + Penalty 2546.563255 = -308723.007626
  nChanged 9
		SP:Iteration 72Q (43898.150000 sec): 3 clusters
  Score: Raw -311272.234383 + Penalty 2546.563255 = -308725.671127
  nChanged 5
		SP:Iteration 73Q (43898.320000 sec): 3 clusters
  Score: Raw -311273.830521 + Penalty 2546.563255 = -308727.267266
  nChanged 6
		SP:Iteration 74Q (43898.470000 sec): 3 clusters
  Score: Raw -311276.229499 + Penalty 2546.563255 = -308729.666244
  nChanged 9
		SP:Iteration 75Q (43898.650000 sec): 3 clusters
  Score: Raw -311280.715243 + Penalty 2546.563255 = -308734.151987
  nChanged 5
		SP:Iteration 76Q (43898.820000 sec): 3 clusters
  Score: Raw -311283.421535 + Penalty 2546.563255 = -308736.858280
  nChanged 7
		SP:Iteration 77Q (43898.990000 sec): 3 clusters
  Score: Raw -311288.204232 + Penalty 2546.563255 = -308741.640977
  nChanged 14
		SP:Iteration 78Q (43899.130000 sec): 3 clusters
  Score: Raw -311296.867544 + Penalty 2546.563255 = -308750.304289
  nChanged 20
		SP:Iteration 79Q (43899.280000 sec): 3 clusters
  Score: Raw -311316.353891 + Penalty 2546.563255 = -308769.790635
  nChanged 29
		SP:Iteration 80F (43899.430000 sec): 3 clusters
  Score: Raw -311346.786371 + Penalty 2546.563255 = -308800.223116
  nChanged 24
		SP:Iteration 81Q (43899.540000 sec): 3 clusters
  Score: Raw -311367.590258 + Penalty 2546.563255 = -308821.027002
  nChanged 28
		SP:Iteration 82Q (43899.720000 sec): 3 clusters
  Score: Raw -311391.464685 + Penalty 2546.563255 = -308844.901430
  nChanged 23
		SP:Iteration 83Q (43899.880000 sec): 3 clusters
  Score: Raw -311408.120070 + Penalty 2546.563255 = -308861.556814
  nChanged 14
		SP:Iteration 84Q (43900.070000 sec): 3 clusters
  Score: Raw -311416.815274 + Penalty 2546.563255 = -308870.252019
  nChanged 10
		SP:Iteration 85Q (43900.260000 sec): 3 clusters
  Score: Raw -311422.075621 + Penalty 2546.563255 = -308875.512366
  nChanged 10
		SP:Iteration 86Q (43900.440000 sec): 3 clusters
  Score: Raw -311429.768887 + Penalty 2546.563255 = -308883.205632
  nChanged 13
		SP:Iteration 87Q (43900.630000 sec): 3 clusters
  Score: Raw -311438.806104 + Penalty 2546.563255 = -308892.242849
  nChanged 11
		SP:Iteration 88Q (43900.800000 sec): 3 clusters
  Score: Raw -311446.794603 + Penalty 2546.563255 = -308900.231348
  nChanged 7
		SP:Iteration 89Q (43900.970000 sec): 3 clusters
  Score: Raw -311449.904608 + Penalty 2546.563255 = -308903.341353
  nChanged 5
		SP:Iteration 90Q (43901.160000 sec): 3 clusters
  Score: Raw -311452.241057 + Penalty 2546.563255 = -308905.677802
  nChanged 6
		SP:Iteration 91Q (43901.310000 sec): 3 clusters
  Score: Raw -311456.568970 + Penalty 2546.563255 = -308910.005715
  nChanged 8
		SP:Iteration 92Q (43901.520000 sec): 3 clusters
  Score: Raw -311463.466872 + Penalty 2546.563255 = -308916.903616
  nChanged 12
		SP:Iteration 93Q (43901.760000 sec): 3 clusters
  Score: Raw -311470.498249 + Penalty 2546.563255 = -308923.934994
  nChanged 8
		SP:Iteration 94Q (43901.980000 sec): 3 clusters
  Score: Raw -311476.208985 + Penalty 2546.563255 = -308929.645730
  nChanged 8
		SP:Iteration 95Q (43902.160000 sec): 3 clusters
  Score: Raw -311481.519620 + Penalty 2546.563255 = -308934.956365
  nChanged 3
		SP:Iteration 96Q (43902.290000 sec): 3 clusters
  Score: Raw -311483.932978 + Penalty 2546.563255 = -308937.369722
  nChanged 2
		SP:Iteration 97Q (43902.450000 sec): 3 clusters
  Score: Raw -311485.214571 + Penalty 2546.563255 = -308938.651316
  nChanged 2
		SP:Iteration 98Q (43902.630000 sec): 3 clusters
  Score: Raw -311485.540354 + Penalty 2546.563255 = -308938.977099
  nChanged 0
		SP:Iteration 99F (43902.790000 sec): 3 clusters
  Score: Raw -311485.540354 + Penalty 2546.563255 = -308938.977099
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 25 (487 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (43902.870000 sec): 2 clusters
  Score: Raw -54390.799135 + Penalty 1005.592920 = -53385.206215
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (43903.040000 sec): 3 clusters
  Score: Raw -54370.294282 + Penalty 2011.185840 = -52359.108442
  nChanged 128
		SP:Iteration 1F (43903.210000 sec): 3 clusters
  Score: Raw -54624.469548 + Penalty 2011.185840 = -52613.283708
  nChanged 49
		SP:Iteration 2F (43903.370000 sec): 3 clusters
  Score: Raw -54863.028279 + Penalty 2011.185840 = -52851.842439
  nChanged 37
		SP:Iteration 3F (43903.540000 sec): 3 clusters
  Score: Raw -54986.364451 + Penalty 2011.185840 = -52975.178611
  nChanged 18
		SP:Iteration 4Q (43903.710000 sec): 3 clusters
  Score: Raw -55025.667772 + Penalty 2011.185840 = -53014.481932
  nChanged 6
		SP:Iteration 5Q (43903.880000 sec): 3 clusters
  Score: Raw -55047.214055 + Penalty 2011.185840 = -53036.028215
  nChanged 6
		SP:Iteration 6Q (43904.040000 sec): 3 clusters
  Score: Raw -55068.673657 + Penalty 2011.185840 = -53057.487817
  nChanged 8
		SP:Iteration 7Q (43904.240000 sec): 3 clusters
  Score: Raw -55090.224635 + Penalty 2011.185840 = -53079.038795
  nChanged 3
		SP:Iteration 8Q (43904.340000 sec): 3 clusters
  Score: Raw -55099.424082 + Penalty 2011.185840 = -53088.238242
  nChanged 4
		SP:Iteration 9Q (43904.520000 sec): 3 clusters
  Score: Raw -55117.222015 + Penalty 2011.185840 = -53106.036175
  nChanged 5
		SP:Iteration 10Q (43904.710000 sec): 3 clusters
  Score: Raw -55129.511068 + Penalty 2011.185840 = -53118.325228
  nChanged 5
		SP:Iteration 11Q (43904.880000 sec): 3 clusters
  Score: Raw -55138.501481 + Penalty 2011.185840 = -53127.315641
  nChanged 1
		SP:Iteration 12Q (43905.060000 sec): 3 clusters
  Score: Raw -55140.431376 + Penalty 2011.185840 = -53129.245536
  nChanged 3
		SP:Iteration 13Q (43905.270000 sec): 3 clusters
  Score: Raw -55148.483509 + Penalty 2011.185840 = -53137.297669
  nChanged 4
		SP:Iteration 14Q (43905.480000 sec): 3 clusters
  Score: Raw -55155.205735 + Penalty 2011.185840 = -53144.019895
  nChanged 3
		SP:Iteration 15Q (43905.690000 sec): 3 clusters
  Score: Raw -55162.677032 + Penalty 2011.185840 = -53151.491192
  nChanged 3
		SP:Iteration 16Q (43905.830000 sec): 3 clusters
  Score: Raw -55168.733337 + Penalty 2011.185840 = -53157.547497
  nChanged 0
		SP:Iteration 17F (43906.030000 sec): 3 clusters
  Score: Raw -55168.733337 + Penalty 2011.185840 = -53157.547497
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 26 (509 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (43906.090000 sec): 2 clusters
  Score: Raw -62212.738434 + Penalty 1012.772803 = -61199.965632
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (43906.250000 sec): 3 clusters
  Score: Raw -62145.509122 + Penalty 2025.545605 = -60119.963516
  nChanged 123
		SP:Iteration 1F (43906.470000 sec): 3 clusters
  Score: Raw -62294.027810 + Penalty 2025.545605 = -60268.482205
  nChanged 25
		SP:Iteration 2Q (43906.650000 sec): 3 clusters
  Score: Raw -62328.645064 + Penalty 2025.545605 = -60303.099458
  nChanged 6
		SP:Iteration 3Q (43906.820000 sec): 3 clusters
  Score: Raw -62335.490466 + Penalty 2025.545605 = -60309.944860
  nChanged 3
		SP:Iteration 4Q (43906.940000 sec): 3 clusters
  Score: Raw -62339.943299 + Penalty 2025.545605 = -60314.397694
  nChanged 1
		SP:Iteration 5Q (43907.170000 sec): 3 clusters
  Score: Raw -62341.620216 + Penalty 2025.545605 = -60316.074611
  nChanged 1
		SP:Iteration 6Q (43907.370000 sec): 3 clusters
  Score: Raw -62342.083250 + Penalty 2025.545605 = -60316.537645
  nChanged 0
		SP:Iteration 7F (43907.510000 sec): 3 clusters
  Score: Raw -62342.083250 + Penalty 2025.545605 = -60316.537645
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 27 (4104 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (43907.680000 sec): 2 clusters
  Score: Raw -495795.047068 + Penalty 1351.954075 = -494443.092992
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (43907.910000 sec): 3 clusters
  Score: Raw -493695.181077 + Penalty 2703.908151 = -490991.272927
  nChanged 1628
		SP:Iteration 1F (43908.050000 sec): 3 clusters
  Score: Raw -494563.953711 + Penalty 2703.908151 = -491860.045560
  nChanged 324
		SP:Iteration 2F (43908.270000 sec): 3 clusters
  Score: Raw -494731.261214 + Penalty 2703.908151 = -492027.353063
  nChanged 207
		SP:Iteration 3F (43908.430000 sec): 3 clusters
  Score: Raw -494819.790369 + Penalty 2703.908151 = -492115.882218
  nChanged 147
		SP:Iteration 4Q (43908.620000 sec): 3 clusters
  Score: Raw -494881.787775 + Penalty 2703.908151 = -492177.879624
  nChanged 122
		SP:Iteration 5Q (43908.780000 sec): 3 clusters
  Score: Raw -494935.470523 + Penalty 2703.908151 = -492231.562372
  nChanged 104
		SP:Iteration 6Q (43909.000000 sec): 3 clusters
  Score: Raw -494985.068634 + Penalty 2703.908151 = -492281.160484
  nChanged 96
		SP:Iteration 7Q (43909.150000 sec): 3 clusters
  Score: Raw -495030.010947 + Penalty 2703.908151 = -492326.102796
  nChanged 91
		SP:Iteration 8Q (43909.320000 sec): 3 clusters
  Score: Raw -495063.308644 + Penalty 2703.908151 = -492359.400493
  nChanged 77
		SP:Iteration 9Q (43909.470000 sec): 3 clusters
  Score: Raw -495096.965235 + Penalty 2703.908151 = -492393.057084
  nChanged 77
		SP:Iteration 10Q (43909.610000 sec): 3 clusters
  Score: Raw -495131.806829 + Penalty 2703.908151 = -492427.898678
  nChanged 75
		SP:Iteration 11Q (43909.730000 sec): 3 clusters
  Score: Raw -495169.165694 + Penalty 2703.908151 = -492465.257543
  nChanged 79
		SP:Iteration 12Q (43909.860000 sec): 3 clusters
  Score: Raw -495200.301869 + Penalty 2703.908151 = -492496.393719
  nChanged 67
		SP:Iteration 13Q (43909.990000 sec): 3 clusters
  Score: Raw -495227.002173 + Penalty 2703.908151 = -492523.094022
  nChanged 66
		SP:Iteration 14Q (43910.130000 sec): 3 clusters
  Score: Raw -495254.286457 + Penalty 2703.908151 = -492550.378307
  nChanged 69
		SP:Iteration 15Q (43910.310000 sec): 3 clusters
  Score: Raw -495284.048668 + Penalty 2703.908151 = -492580.140517
  nChanged 71
		SP:Iteration 16Q (43910.450000 sec): 3 clusters
  Score: Raw -495325.153488 + Penalty 2703.908151 = -492621.245337
  nChanged 87
		SP:Iteration 17Q (43910.630000 sec): 3 clusters
  Score: Raw -495367.118454 + Penalty 2703.908151 = -492663.210303
  nChanged 77
		SP:Iteration 18Q (43910.810000 sec): 3 clusters
  Score: Raw -495410.168658 + Penalty 2703.908151 = -492706.260507
  nChanged 72
		SP:Iteration 19Q (43910.930000 sec): 3 clusters
  Score: Raw -495448.191175 + Penalty 2703.908151 = -492744.283024
  nChanged 67
		SP:Iteration 20F (43911.100000 sec): 3 clusters
  Score: Raw -495485.730693 + Penalty 2703.908151 = -492781.822543
  nChanged 68
		SP:Iteration 21Q (43911.240000 sec): 3 clusters
  Score: Raw -495524.001843 + Penalty 2703.908151 = -492820.093692
  nChanged 64
		SP:Iteration 22Q (43911.400000 sec): 3 clusters
  Score: Raw -495554.836241 + Penalty 2703.908151 = -492850.928090
  nChanged 55
		SP:Iteration 23Q (43911.530000 sec): 3 clusters
  Score: Raw -495586.648171 + Penalty 2703.908151 = -492882.740020
  nChanged 52
		SP:Iteration 24Q (43911.700000 sec): 3 clusters
  Score: Raw -495618.622031 + Penalty 2703.908151 = -492914.713880
  nChanged 50
		SP:Iteration 25Q (43911.890000 sec): 3 clusters
  Score: Raw -495646.606836 + Penalty 2703.908151 = -492942.698686
  nChanged 42
		SP:Iteration 26Q (43912.000000 sec): 3 clusters
  Score: Raw -495673.750883 + Penalty 2703.908151 = -492969.842732
  nChanged 45
		SP:Iteration 27Q (43912.110000 sec): 3 clusters
  Score: Raw -495697.923646 + Penalty 2703.908151 = -492994.015495
  nChanged 42
		SP:Iteration 28Q (43912.300000 sec): 3 clusters
  Score: Raw -495722.794701 + Penalty 2703.908151 = -493018.886550
  nChanged 42
		SP:Iteration 29Q (43912.470000 sec): 3 clusters
  Score: Raw -495752.389229 + Penalty 2703.908151 = -493048.481079
  nChanged 31
		SP:Iteration 30Q (43912.640000 sec): 3 clusters
  Score: Raw -495771.755140 + Penalty 2703.908151 = -493067.846990
  nChanged 31
		SP:Iteration 31Q (43912.790000 sec): 3 clusters
  Score: Raw -495795.996212 + Penalty 2703.908151 = -493092.088062
  nChanged 33
		SP:Iteration 32Q (43912.950000 sec): 3 clusters
  Score: Raw -495818.414176 + Penalty 2703.908151 = -493114.506025
  nChanged 26
		SP:Iteration 33Q (43913.130000 sec): 3 clusters
  Score: Raw -495836.897994 + Penalty 2703.908151 = -493132.989843
  nChanged 21
		SP:Iteration 34Q (43913.290000 sec): 3 clusters
  Score: Raw -495851.008626 + Penalty 2703.908151 = -493147.100475
  nChanged 27
		SP:Iteration 35Q (43913.430000 sec): 3 clusters
  Score: Raw -495866.070894 + Penalty 2703.908151 = -493162.162744
  nChanged 17
		SP:Iteration 36Q (43913.680000 sec): 3 clusters
  Score: Raw -495874.549516 + Penalty 2703.908151 = -493170.641365
  nChanged 13
		SP:Iteration 37Q (43913.850000 sec): 3 clusters
  Score: Raw -495880.721335 + Penalty 2703.908151 = -493176.813184
  nChanged 13
		SP:Iteration 38Q (43914.020000 sec): 3 clusters
  Score: Raw -495890.090851 + Penalty 2703.908151 = -493186.182700
  nChanged 9
		SP:Iteration 39Q (43914.150000 sec): 3 clusters
  Score: Raw -495894.015064 + Penalty 2703.908151 = -493190.106914
  nChanged 9
		SP:Iteration 40F (43914.310000 sec): 3 clusters
  Score: Raw -495898.992941 + Penalty 2703.908151 = -493195.084790
  nChanged 8
		SP:Iteration 41Q (43914.480000 sec): 3 clusters
  Score: Raw -495906.225097 + Penalty 2703.908151 = -493202.316946
  nChanged 9
		SP:Iteration 42Q (43914.660000 sec): 3 clusters
  Score: Raw -495914.185697 + Penalty 2703.908151 = -493210.277547
  nChanged 11
		SP:Iteration 43Q (43914.890000 sec): 3 clusters
  Score: Raw -495921.084940 + Penalty 2703.908151 = -493217.176789
  nChanged 15
		SP:Iteration 44Q (43915.070000 sec): 3 clusters
  Score: Raw -495928.623630 + Penalty 2703.908151 = -493224.715479
  nChanged 11
		SP:Iteration 45Q (43915.270000 sec): 3 clusters
  Score: Raw -495933.532229 + Penalty 2703.908151 = -493229.624079
  nChanged 8
		SP:Iteration 46Q (43915.480000 sec): 3 clusters
  Score: Raw -495937.136346 + Penalty 2703.908151 = -493233.228195
  nChanged 9
		SP:Iteration 47Q (43915.670000 sec): 3 clusters
  Score: Raw -495942.453220 + Penalty 2703.908151 = -493238.545069
  nChanged 7
		SP:Iteration 48Q (43915.880000 sec): 3 clusters
  Score: Raw -495948.928191 + Penalty 2703.908151 = -493245.020040
  nChanged 9
		SP:Iteration 49Q (43916.030000 sec): 3 clusters
  Score: Raw -495954.962422 + Penalty 2703.908151 = -493251.054272
  nChanged 6
		SP:Iteration 50Q (43916.280000 sec): 3 clusters
  Score: Raw -495958.117815 + Penalty 2703.908151 = -493254.209664
  nChanged 4
		SP:Iteration 51Q (43916.520000 sec): 3 clusters
  Score: Raw -495960.916394 + Penalty 2703.908151 = -493257.008244
  nChanged 3
		SP:Iteration 52Q (43916.690000 sec): 3 clusters
  Score: Raw -495963.370578 + Penalty 2703.908151 = -493259.462428
  nChanged 6
		SP:Iteration 53Q (43916.860000 sec): 3 clusters
  Score: Raw -495967.428972 + Penalty 2703.908151 = -493263.520822
  nChanged 2
		SP:Iteration 54Q (43917.010000 sec): 3 clusters
  Score: Raw -495968.601119 + Penalty 2703.908151 = -493264.692968
  nChanged 2
		SP:Iteration 55Q (43917.200000 sec): 3 clusters
  Score: Raw -495971.322286 + Penalty 2703.908151 = -493267.414135
  nChanged 3
		SP:Iteration 56Q (43917.380000 sec): 3 clusters
  Score: Raw -495973.595676 + Penalty 2703.908151 = -493269.687525
  nChanged 1
		SP:Iteration 57Q (43917.600000 sec): 3 clusters
  Score: Raw -495974.005521 + Penalty 2703.908151 = -493270.097370
  nChanged 0
		SP:Iteration 58F (43917.800000 sec): 3 clusters
  Score: Raw -495974.005521 + Penalty 2703.908151 = -493270.097370
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 28 (4889 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (43917.900000 sec): 2 clusters
  Score: Raw -569754.107036 + Penalty 1380.395748 = -568373.711288
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (43918.040000 sec): 3 clusters
  Score: Raw -567201.907733 + Penalty 2760.791495 = -564441.116237
  nChanged 2016
		SP:Iteration 1F (43918.190000 sec): 3 clusters
  Score: Raw -568422.652701 + Penalty 2760.791495 = -565661.861206
  nChanged 438
		SP:Iteration 2F (43918.430000 sec): 3 clusters
  Score: Raw -568693.560150 + Penalty 2760.791495 = -565932.768654
  nChanged 318
		SP:Iteration 3F (43918.630000 sec): 3 clusters
  Score: Raw -568927.979284 + Penalty 2760.791495 = -566167.187789
  nChanged 288
		SP:Iteration 4F (43918.790000 sec): 3 clusters
  Score: Raw -569138.104243 + Penalty 2760.791495 = -566377.312748
  nChanged 259
		SP:Iteration 5F (43918.970000 sec): 3 clusters
  Score: Raw -569334.576123 + Penalty 2760.791495 = -566573.784628
  nChanged 248
		SP:Iteration 6F (43919.210000 sec): 3 clusters
  Score: Raw -569523.206232 + Penalty 2760.791495 = -566762.414737
  nChanged 212
		SP:Iteration 7Q (43919.390000 sec): 3 clusters
  Score: Raw -569697.054627 + Penalty 2760.791495 = -566936.263132
  nChanged 202
		SP:Iteration 8Q (43919.560000 sec): 3 clusters
  Score: Raw -569843.280747 + Penalty 2760.791495 = -567082.489252
  nChanged 147
		SP:Iteration 9Q (43919.770000 sec): 3 clusters
  Score: Raw -569954.592602 + Penalty 2760.791495 = -567193.801107
  nChanged 124
		SP:Iteration 10Q (43919.950000 sec): 3 clusters
  Score: Raw -570053.408623 + Penalty 2760.791495 = -567292.617128
  nChanged 102
		SP:Iteration 11Q (43920.170000 sec): 3 clusters
  Score: Raw -570127.533688 + Penalty 2760.791495 = -567366.742193
  nChanged 90
		SP:Iteration 12Q (43920.330000 sec): 3 clusters
  Score: Raw -570204.920907 + Penalty 2760.791495 = -567444.129412
  nChanged 89
		SP:Iteration 13Q (43920.530000 sec): 3 clusters
  Score: Raw -570264.251543 + Penalty 2760.791495 = -567503.460048
  nChanged 69
		SP:Iteration 14Q (43920.750000 sec): 3 clusters
  Score: Raw -570311.129393 + Penalty 2760.791495 = -567550.337897
  nChanged 65
		SP:Iteration 15Q (43920.940000 sec): 3 clusters
  Score: Raw -570357.932431 + Penalty 2760.791495 = -567597.140936
  nChanged 63
		SP:Iteration 16Q (43921.070000 sec): 3 clusters
  Score: Raw -570401.507532 + Penalty 2760.791495 = -567640.716036
  nChanged 61
		SP:Iteration 17Q (43921.230000 sec): 3 clusters
  Score: Raw -570444.522153 + Penalty 2760.791495 = -567683.730658
  nChanged 54
		SP:Iteration 18Q (43921.420000 sec): 3 clusters
  Score: Raw -570476.219902 + Penalty 2760.791495 = -567715.428406
  nChanged 45
		SP:Iteration 19Q (43921.570000 sec): 3 clusters
  Score: Raw -570499.924764 + Penalty 2760.791495 = -567739.133269
  nChanged 30
		SP:Iteration 20F (43921.720000 sec): 3 clusters
  Score: Raw -570515.427013 + Penalty 2760.791495 = -567754.635518
  nChanged 25
		SP:Iteration 21Q (43921.910000 sec): 3 clusters
  Score: Raw -570529.586847 + Penalty 2760.791495 = -567768.795351
  nChanged 20
		SP:Iteration 22Q (43922.090000 sec): 3 clusters
  Score: Raw -570536.185427 + Penalty 2760.791495 = -567775.393932
  nChanged 15
		SP:Iteration 23Q (43922.240000 sec): 3 clusters
  Score: Raw -570540.801865 + Penalty 2760.791495 = -567780.010370
  nChanged 9
		SP:Iteration 24Q (43922.440000 sec): 3 clusters
  Score: Raw -570544.057563 + Penalty 2760.791495 = -567783.266068
  nChanged 7
		SP:Iteration 25Q (43922.600000 sec): 3 clusters
  Score: Raw -570547.667880 + Penalty 2760.791495 = -567786.876385
  nChanged 12
		SP:Iteration 26Q (43922.750000 sec): 3 clusters
  Score: Raw -570554.370520 + Penalty 2760.791495 = -567793.579025
  nChanged 15
		SP:Iteration 27Q (43922.900000 sec): 3 clusters
  Score: Raw -570561.514419 + Penalty 2760.791495 = -567800.722924
  nChanged 17
		SP:Iteration 28Q (43923.130000 sec): 3 clusters
  Score: Raw -570568.895648 + Penalty 2760.791495 = -567808.104153
  nChanged 18
		SP:Iteration 29Q (43923.360000 sec): 3 clusters
  Score: Raw -570576.214467 + Penalty 2760.791495 = -567815.422971
  nChanged 13
		SP:Iteration 30Q (43923.510000 sec): 3 clusters
  Score: Raw -570580.823322 + Penalty 2760.791495 = -567820.031826
  nChanged 9
		SP:Iteration 31Q (43923.680000 sec): 3 clusters
  Score: Raw -570585.476923 + Penalty 2760.791495 = -567824.685427
  nChanged 9
		SP:Iteration 32Q (43923.870000 sec): 3 clusters
  Score: Raw -570589.439132 + Penalty 2760.791495 = -567828.647636
  nChanged 10
		SP:Iteration 33Q (43924.050000 sec): 3 clusters
  Score: Raw -570593.628443 + Penalty 2760.791495 = -567832.836948
  nChanged 8
		SP:Iteration 34Q (43924.190000 sec): 3 clusters
  Score: Raw -570597.404193 + Penalty 2760.791495 = -567836.612698
  nChanged 7
		SP:Iteration 35Q (43924.430000 sec): 3 clusters
  Score: Raw -570599.398488 + Penalty 2760.791495 = -567838.606993
  nChanged 9
		SP:Iteration 36Q (43924.570000 sec): 3 clusters
  Score: Raw -570603.370612 + Penalty 2760.791495 = -567842.579117
  nChanged 6
		SP:Iteration 37Q (43924.760000 sec): 3 clusters
  Score: Raw -570605.688631 + Penalty 2760.791495 = -567844.897136
  nChanged 5
		SP:Iteration 38Q (43924.940000 sec): 3 clusters
  Score: Raw -570607.473718 + Penalty 2760.791495 = -567846.682223
  nChanged 2
		SP:Iteration 39Q (43925.100000 sec): 3 clusters
  Score: Raw -570607.961763 + Penalty 2760.791495 = -567847.170268
  nChanged 2
		SP:Iteration 40F (43925.320000 sec): 3 clusters
  Score: Raw -570608.399572 + Penalty 2760.791495 = -567847.608077
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 29 (7937 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (43925.470000 sec): 2 clusters
  Score: Raw -903700.296505 + Penalty 1459.134730 = -902241.161774
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (43925.740000 sec): 3 clusters
  Score: Raw -899315.986253 + Penalty 2918.269461 = -896397.716793
  nChanged 3344
		SP:Iteration 1F (43925.980000 sec): 3 clusters
  Score: Raw -901224.808882 + Penalty 2918.269461 = -898306.539421
  nChanged 566
		SP:Iteration 2F (43926.270000 sec): 3 clusters
  Score: Raw -901571.110058 + Penalty 2918.269461 = -898652.840597
  nChanged 500
		SP:Iteration 3F (43926.490000 sec): 3 clusters
  Score: Raw -901853.526218 + Penalty 2918.269461 = -898935.256757
  nChanged 405
		SP:Iteration 4F (43926.750000 sec): 3 clusters
  Score: Raw -902090.615433 + Penalty 2918.269461 = -899172.345972
  nChanged 401
		SP:Iteration 5F (43926.990000 sec): 3 clusters
  Score: Raw -902347.833255 + Penalty 2918.269461 = -899429.563794
  nChanged 400
		SP:Iteration 6F (43927.150000 sec): 3 clusters
  Score: Raw -902581.546820 + Penalty 2918.269461 = -899663.277359
  nChanged 334
		SP:Iteration 7Q (43927.370000 sec): 3 clusters
  Score: Raw -902787.698368 + Penalty 2918.269461 = -899869.428907
  nChanged 331
		SP:Iteration 8Q (43927.640000 sec): 3 clusters
  Score: Raw -902981.750182 + Penalty 2918.269461 = -900063.480721
  nChanged 279
		SP:Iteration 9Q (43927.930000 sec): 3 clusters
  Score: Raw -903135.312271 + Penalty 2918.269461 = -900217.042810
  nChanged 244
		SP:Iteration 10Q (43928.200000 sec): 3 clusters
  Score: Raw -903249.392583 + Penalty 2918.269461 = -900331.123122
  nChanged 190
		SP:Iteration 11Q (43928.430000 sec): 3 clusters
  Score: Raw -903316.907638 + Penalty 2918.269461 = -900398.638178
  nChanged 148
		SP:Iteration 12Q (43928.650000 sec): 3 clusters
  Score: Raw -903376.818719 + Penalty 2918.269461 = -900458.549258
  nChanged 141
		SP:Iteration 13Q (43928.890000 sec): 3 clusters
  Score: Raw -903436.222412 + Penalty 2918.269461 = -900517.952951
  nChanged 139
		SP:Iteration 14Q (43929.130000 sec): 3 clusters
  Score: Raw -903493.257850 + Penalty 2918.269461 = -900574.988389
  nChanged 136
		SP:Iteration 15Q (43929.350000 sec): 3 clusters
  Score: Raw -903543.839171 + Penalty 2918.269461 = -900625.569711
  nChanged 119
		SP:Iteration 16Q (43929.560000 sec): 3 clusters
  Score: Raw -903585.845780 + Penalty 2918.269461 = -900667.576320
  nChanged 113
		SP:Iteration 17Q (43929.800000 sec): 3 clusters
  Score: Raw -903633.641439 + Penalty 2918.269461 = -900715.371978
  nChanged 111
		SP:Iteration 18Q (43930.050000 sec): 3 clusters
  Score: Raw -903682.374394 + Penalty 2918.269461 = -900764.104933
  nChanged 104
		SP:Iteration 19Q (43930.270000 sec): 3 clusters
  Score: Raw -903731.920746 + Penalty 2918.269461 = -900813.651285
  nChanged 109
		SP:Iteration 20F (43930.530000 sec): 3 clusters
  Score: Raw -903790.257987 + Penalty 2918.269461 = -900871.988526
  nChanged 109
		SP:Iteration 21Q (43930.810000 sec): 3 clusters
  Score: Raw -903848.120569 + Penalty 2918.269461 = -900929.851108
  nChanged 101
		SP:Iteration 22Q (43931.060000 sec): 3 clusters
  Score: Raw -903901.603812 + Penalty 2918.269461 = -900983.334351
  nChanged 112
		SP:Iteration 23Q (43931.210000 sec): 3 clusters
  Score: Raw -903942.434827 + Penalty 2918.269461 = -901024.165366
  nChanged 92
		SP:Iteration 24Q (43931.400000 sec): 3 clusters
  Score: Raw -903973.955680 + Penalty 2918.269461 = -901055.686219
  nChanged 67
		SP:Iteration 25Q (43931.650000 sec): 3 clusters
  Score: Raw -903993.277257 + Penalty 2918.269461 = -901075.007796
  nChanged 53
		SP:Iteration 26Q (43931.850000 sec): 3 clusters
  Score: Raw -904009.751982 + Penalty 2918.269461 = -901091.482521
  nChanged 60
		SP:Iteration 27Q (43932.050000 sec): 3 clusters
  Score: Raw -904028.034564 + Penalty 2918.269461 = -901109.765103
  nChanged 41
		SP:Iteration 28Q (43932.200000 sec): 3 clusters
  Score: Raw -904040.183496 + Penalty 2918.269461 = -901121.914035
  nChanged 33
		SP:Iteration 29Q (43932.440000 sec): 3 clusters
  Score: Raw -904049.526466 + Penalty 2918.269461 = -901131.257005
  nChanged 31
		SP:Iteration 30Q (43932.640000 sec): 3 clusters
  Score: Raw -904056.120139 + Penalty 2918.269461 = -901137.850678
  nChanged 24
		SP:Iteration 31Q (43932.790000 sec): 3 clusters
  Score: Raw -904062.746988 + Penalty 2918.269461 = -901144.477527
  nChanged 30
		SP:Iteration 32Q (43932.970000 sec): 3 clusters
  Score: Raw -904071.931436 + Penalty 2918.269461 = -901153.661975
  nChanged 38
		SP:Iteration 33Q (43933.180000 sec): 3 clusters
  Score: Raw -904082.201964 + Penalty 2918.269461 = -901163.932503
  nChanged 27
		SP:Iteration 34Q (43933.400000 sec): 3 clusters
  Score: Raw -904088.018099 + Penalty 2918.269461 = -901169.748638
  nChanged 31
		SP:Iteration 35Q (43933.580000 sec): 3 clusters
  Score: Raw -904095.477876 + Penalty 2918.269461 = -901177.208415
  nChanged 27
		SP:Iteration 36Q (43933.760000 sec): 3 clusters
  Score: Raw -904100.657091 + Penalty 2918.269461 = -901182.387630
  nChanged 18
		SP:Iteration 37Q (43933.980000 sec): 3 clusters
  Score: Raw -904103.750923 + Penalty 2918.269461 = -901185.481462
  nChanged 18
		SP:Iteration 38Q (43934.150000 sec): 3 clusters
  Score: Raw -904108.429983 + Penalty 2918.269461 = -901190.160522
  nChanged 33
		SP:Iteration 39Q (43934.330000 sec): 3 clusters
  Score: Raw -904118.201111 + Penalty 2918.269461 = -901199.931650
  nChanged 29
		SP:Iteration 40F (43934.510000 sec): 3 clusters
  Score: Raw -904123.282846 + Penalty 2918.269461 = -901205.013385
  nChanged 17
		SP:Iteration 41Q (43934.690000 sec): 3 clusters
  Score: Raw -904125.392150 + Penalty 2918.269461 = -901207.122689
  nChanged 18
		SP:Iteration 42Q (43934.870000 sec): 3 clusters
  Score: Raw -904128.744804 + Penalty 2918.269461 = -901210.475343
  nChanged 16
		SP:Iteration 43Q (43935.050000 sec): 3 clusters
  Score: Raw -904131.624288 + Penalty 2918.269461 = -901213.354827
  nChanged 19
		SP:Iteration 44Q (43935.230000 sec): 3 clusters
  Score: Raw -904134.356500 + Penalty 2918.269461 = -901216.087039
  nChanged 14
		SP:Iteration 45Q (43935.410000 sec): 3 clusters
  Score: Raw -904136.386553 + Penalty 2918.269461 = -901218.117092
  nChanged 15
		SP:Iteration 46Q (43935.590000 sec): 3 clusters
  Score: Raw -904139.583316 + Penalty 2918.269461 = -901221.313855
  nChanged 9
		SP:Iteration 47Q (43935.760000 sec): 3 clusters
  Score: Raw -904141.796640 + Penalty 2918.269461 = -901223.527179
  nChanged 13
		SP:Iteration 48Q (43935.940000 sec): 3 clusters
  Score: Raw -904143.548885 + Penalty 2918.269461 = -901225.279424
  nChanged 10
		SP:Iteration 49Q (43936.120000 sec): 3 clusters
  Score: Raw -904145.428670 + Penalty 2918.269461 = -901227.159209
  nChanged 13
		SP:Iteration 50Q (43936.300000 sec): 3 clusters
  Score: Raw -904147.813614 + Penalty 2918.269461 = -901229.544153
  nChanged 8
		SP:Iteration 51Q (43936.480000 sec): 3 clusters
  Score: Raw -904149.402782 + Penalty 2918.269461 = -901231.133321
  nChanged 11
		SP:Iteration 52Q (43936.660000 sec): 3 clusters
  Score: Raw -904151.595696 + Penalty 2918.269461 = -901233.326235
  nChanged 14
		SP:Iteration 53Q (43936.840000 sec): 3 clusters
  Score: Raw -904153.858343 + Penalty 2918.269461 = -901235.588882
  nChanged 14
		SP:Iteration 54Q (43937.020000 sec): 3 clusters
  Score: Raw -904155.886106 + Penalty 2918.269461 = -901237.616645
  nChanged 15
		SP:Iteration 55Q (43937.200000 sec): 3 clusters
  Score: Raw -904158.351701 + Penalty 2918.269461 = -901240.082240
  nChanged 14
		SP:Iteration 56Q (43937.380000 sec): 3 clusters
  Score: Raw -904160.662864 + Penalty 2918.269461 = -901242.393403
  nChanged 13
		SP:Iteration 57Q (43937.560000 sec): 3 clusters
  Score: Raw -904163.298787 + Penalty 2918.269461 = -901245.029326
  nChanged 15
		SP:Iteration 58Q (43937.740000 sec): 3 clusters
  Score: Raw -904165.295042 + Penalty 2918.269461 = -901247.025581
  nChanged 10
		SP:Iteration 59Q (43937.920000 sec): 3 clusters
  Score: Raw -904167.529260 + Penalty 2918.269461 = -901249.259799
  nChanged 11
		SP:Iteration 60F (43938.100000 sec): 3 clusters
  Score: Raw -904169.984971 + Penalty 2918.269461 = -901251.715510
  nChanged 11
		SP:Iteration 61Q (43938.280000 sec): 3 clusters
  Score: Raw -904171.726809 + Penalty 2918.269461 = -901253.457348
  nChanged 7
		SP:Iteration 62Q (43938.460000 sec): 3 clusters
  Score: Raw -904172.633980 + Penalty 2918.269461 = -901254.364519
  nChanged 8
		SP:Iteration 63Q (43938.640000 sec): 3 clusters
  Score: Raw -904173.836460 + Penalty 2918.269461 = -901255.566999
  nChanged 7
		SP:Iteration 64Q (43938.820000 sec): 3 clusters
  Score: Raw -904175.087082 + Penalty 2918.269461 = -901256.817621
  nChanged 9
		SP:Iteration 65Q (43939.000000 sec): 3 clusters
  Score: Raw -904176.482867 + Penalty 2918.269461 = -901258.213406
  nChanged 9
		SP:Iteration 66Q (43939.180000 sec): 3 clusters
  Score: Raw -904178.845017 + Penalty 2918.269461 = -901260.575556
  nChanged 8
		SP:Iteration 67Q (43939.360000 sec): 3 clusters
  Score: Raw -904179.823492 + Penalty 2918.269461 = -901261.554031
  nChanged 6
		SP:Iteration 68Q (43939.620000 sec): 3 clusters
  Score: Raw -904180.251782 + Penalty 2918.269461 = -901261.982321
  nChanged 2
		SP:Iteration 69Q (43939.810000 sec): 3 clusters
  Score: Raw -904180.426640 + Penalty 2918.269461 = -901262.157179
  nChanged 1
		SP:Iteration 70Q (43940.040000 sec): 3 clusters
  Score: Raw -904180.681854 + Penalty 2918.269461 = -901262.412393
  nChanged 3
		SP:Iteration 71Q (43940.280000 sec): 3 clusters
  Score: Raw -904181.067129 + Penalty 2918.269461 = -901262.797668
  nChanged 4
		SP:Iteration 72Q (43940.450000 sec): 3 clusters
  Score: Raw -904181.943322 + Penalty 2918.269461 = -901263.673862
  nChanged 3
		SP:Iteration 73Q (43940.650000 sec): 3 clusters
  Score: Raw -904183.289803 + Penalty 2918.269461 = -901265.020342
  nChanged 5
		SP:Iteration 74Q (43940.900000 sec): 3 clusters
  Score: Raw -904183.854354 + Penalty 2918.269461 = -901265.584893
  nChanged 3
		SP:Iteration 75Q (43941.160000 sec): 3 clusters
  Score: Raw -904184.136587 + Penalty 2918.269461 = -901265.867126
  nChanged 1
		SP:Iteration 76Q (43941.380000 sec): 3 clusters
  Score: Raw -904184.212942 + Penalty 2918.269461 = -901265.943481
  nChanged 0
		SP:Iteration 77F (43941.580000 sec): 3 clusters
  Score: Raw -904184.212942 + Penalty 2918.269461 = -901265.943481
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 30 (13231 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (43941.730000 sec): 2 clusters
  Score: Raw -1654909.520544 + Penalty 1542.176649 = -1653367.343895
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (43941.980000 sec): 3 clusters
  Score: Raw -1647295.048001 + Penalty 3084.353298 = -1644210.694703
  nChanged 5852
		SP:Iteration 1F (43942.310000 sec): 3 clusters
  Score: Raw -1650670.143998 + Penalty 3084.353298 = -1647585.790700
  nChanged 1033
		SP:Iteration 2F (43942.530000 sec): 3 clusters
  Score: Raw -1651536.164215 + Penalty 3084.353298 = -1648451.810917
  nChanged 1221
		SP:Iteration 3F (43942.770000 sec): 3 clusters
  Score: Raw -1652652.581122 + Penalty 3084.353298 = -1649568.227824
  nChanged 1208
		SP:Iteration 4F (43942.990000 sec): 3 clusters
  Score: Raw -1653703.458453 + Penalty 3084.353298 = -1650619.105155
  nChanged 1014
		SP:Iteration 5F (43943.270000 sec): 3 clusters
  Score: Raw -1654375.564990 + Penalty 3084.353298 = -1651291.211692
  nChanged 667
		SP:Iteration 6F (43943.560000 sec): 3 clusters
  Score: Raw -1654691.790496 + Penalty 3084.353298 = -1651607.437198
  nChanged 409
		SP:Iteration 7Q (43943.800000 sec): 3 clusters
  Score: Raw -1654820.375275 + Penalty 3084.353298 = -1651736.021977
  nChanged 242
		SP:Iteration 8Q (43944.060000 sec): 3 clusters
  Score: Raw -1654873.369755 + Penalty 3084.353298 = -1651789.016457
  nChanged 146
		SP:Iteration 9Q (43944.260000 sec): 3 clusters
  Score: Raw -1654895.714240 + Penalty 3084.353298 = -1651811.360942
  nChanged 94
		SP:Iteration 10Q (43944.530000 sec): 3 clusters
  Score: Raw -1654907.936983 + Penalty 3084.353298 = -1651823.583685
  nChanged 69
		SP:Iteration 11Q (43944.760000 sec): 3 clusters
  Score: Raw -1654916.173505 + Penalty 3084.353298 = -1651831.820207
  nChanged 66
		SP:Iteration 12Q (43945.030000 sec): 3 clusters
  Score: Raw -1654922.762932 + Penalty 3084.353298 = -1651838.409634
  nChanged 44
		SP:Iteration 13Q (43945.280000 sec): 3 clusters
  Score: Raw -1654926.971775 + Penalty 3084.353298 = -1651842.618477
  nChanged 29
		SP:Iteration 14Q (43945.500000 sec): 3 clusters
  Score: Raw -1654930.214982 + Penalty 3084.353298 = -1651845.861684
  nChanged 25
		SP:Iteration 15Q (43945.790000 sec): 3 clusters
  Score: Raw -1654933.269580 + Penalty 3084.353298 = -1651848.916282
  nChanged 24
		SP:Iteration 16Q (43946.040000 sec): 3 clusters
  Score: Raw -1654935.497231 + Penalty 3084.353298 = -1651851.143933
  nChanged 26
		SP:Iteration 17Q (43946.350000 sec): 3 clusters
  Score: Raw -1654937.605808 + Penalty 3084.353298 = -1651853.252509
  nChanged 15
		SP:Iteration 18Q (43946.610000 sec): 3 clusters
  Score: Raw -1654939.016334 + Penalty 3084.353298 = -1651854.663036
  nChanged 13
		SP:Iteration 19Q (43946.840000 sec): 3 clusters
  Score: Raw -1654940.698798 + Penalty 3084.353298 = -1651856.345500
  nChanged 15
		SP:Iteration 20F (43947.100000 sec): 3 clusters
  Score: Raw -1654942.023903 + Penalty 3084.353298 = -1651857.670605
  nChanged 9
		SP:Iteration 21Q (43947.400000 sec): 3 clusters
  Score: Raw -1654942.749167 + Penalty 3084.353298 = -1651858.395869
  nChanged 7
		SP:Iteration 22Q (43947.650000 sec): 3 clusters
  Score: Raw -1654943.107451 + Penalty 3084.353298 = -1651858.754153
  nChanged 4
		SP:Iteration 23Q (43947.910000 sec): 3 clusters
  Score: Raw -1654943.336341 + Penalty 3084.353298 = -1651858.983043
  nChanged 1
		SP:Iteration 24Q (43948.180000 sec): 3 clusters
  Score: Raw -1654943.394934 + Penalty 3084.353298 = -1651859.041636
  nChanged 2
		SP:Iteration 25Q (43948.430000 sec): 3 clusters
  Score: Raw -1654943.495113 + Penalty 3084.353298 = -1651859.141815
  nChanged 1
		SP:Iteration 26Q (43948.680000 sec): 3 clusters
  Score: Raw -1654943.638867 + Penalty 3084.353298 = -1651859.285569
  nChanged 4
		SP:Iteration 27Q (43948.930000 sec): 3 clusters
  Score: Raw -1654943.873618 + Penalty 3084.353298 = -1651859.520320
  nChanged 0
		SP:Iteration 28F (43949.240000 sec): 3 clusters
  Score: Raw -1654943.873618 + Penalty 3084.353298 = -1651859.520320
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 31 (545 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (43949.360000 sec): 2 clusters
  Score: Raw -59723.482970 + Penalty 1023.877692 = -58699.605278
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (43949.460000 sec): 3 clusters
  Score: Raw -59634.231433 + Penalty 2047.755383 = -57586.476050
  nChanged 156
		SP:Iteration 1F (43949.620000 sec): 3 clusters
  Score: Raw -59837.919813 + Penalty 2047.755383 = -57790.164429
  nChanged 35
		SP:Iteration 2F (43949.720000 sec): 3 clusters
  Score: Raw -59898.810843 + Penalty 2047.755383 = -57851.055460
  nChanged 28
		SP:Iteration 3F (43949.900000 sec): 3 clusters
  Score: Raw -59956.276062 + Penalty 2047.755383 = -57908.520679
  nChanged 14
		SP:Iteration 4Q (43950.040000 sec): 3 clusters
  Score: Raw -60013.178951 + Penalty 2047.755383 = -57965.423567
  nChanged 16
		SP:Iteration 5Q (43950.160000 sec): 3 clusters
  Score: Raw -60059.606654 + Penalty 2047.755383 = -58011.851271
  nChanged 9
		SP:Iteration 6Q (43950.310000 sec): 3 clusters
  Score: Raw -60095.524213 + Penalty 2047.755383 = -58047.768830
  nChanged 11
		SP:Iteration 7Q (43950.400000 sec): 3 clusters
  Score: Raw -60123.566837 + Penalty 2047.755383 = -58075.811454
  nChanged 11
		SP:Iteration 8Q (43950.580000 sec): 3 clusters
  Score: Raw -60139.019414 + Penalty 2047.755383 = -58091.264031
  nChanged 8
		SP:Iteration 9Q (43950.750000 sec): 3 clusters
  Score: Raw -60152.701935 + Penalty 2047.755383 = -58104.946551
  nChanged 5
		SP:Iteration 10Q (43950.930000 sec): 3 clusters
  Score: Raw -60162.211368 + Penalty 2047.755383 = -58114.455985
  nChanged 2
		SP:Iteration 11Q (43951.130000 sec): 3 clusters
  Score: Raw -60165.220233 + Penalty 2047.755383 = -58117.464850
  nChanged 2
		SP:Iteration 12Q (43951.300000 sec): 3 clusters
  Score: Raw -60167.519724 + Penalty 2047.755383 = -58119.764341
  nChanged 1
		SP:Iteration 13Q (43951.480000 sec): 3 clusters
  Score: Raw -60168.239872 + Penalty 2047.755383 = -58120.484489
  nChanged 0
		SP:Iteration 14F (43951.650000 sec): 3 clusters
  Score: Raw -60168.239872 + Penalty 2047.755383 = -58120.484489
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 32 (7915 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (43951.830000 sec): 2 clusters
  Score: Raw -960147.298161 + Penalty 1458.683683 = -958688.614478
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (43952.030000 sec): 3 clusters
  Score: Raw -955857.214069 + Penalty 2917.367366 = -952939.846703
  nChanged 3323
		SP:Iteration 1F (43952.290000 sec): 3 clusters
  Score: Raw -957705.389311 + Penalty 2917.367366 = -954788.021945
  nChanged 579
		SP:Iteration 2F (43952.490000 sec): 3 clusters
  Score: Raw -958038.331701 + Penalty 2917.367366 = -955120.964335
  nChanged 497
		SP:Iteration 3F (43952.750000 sec): 3 clusters
  Score: Raw -958347.404663 + Penalty 2917.367366 = -955430.037297
  nChanged 441
		SP:Iteration 4F (43953.040000 sec): 3 clusters
  Score: Raw -958603.702686 + Penalty 2917.367366 = -955686.335320
  nChanged 416
		SP:Iteration 5F (43953.240000 sec): 3 clusters
  Score: Raw -958855.594810 + Penalty 2917.367366 = -955938.227444
  nChanged 414
		SP:Iteration 6F (43953.450000 sec): 3 clusters
  Score: Raw -959115.506656 + Penalty 2917.367366 = -956198.139290
  nChanged 370
		SP:Iteration 7Q (43953.610000 sec): 3 clusters
  Score: Raw -959328.104563 + Penalty 2917.367366 = -956410.737197
  nChanged 285
		SP:Iteration 8Q (43953.780000 sec): 3 clusters
  Score: Raw -959486.677977 + Penalty 2917.367366 = -956569.310611
  nChanged 249
		SP:Iteration 9Q (43954.010000 sec): 3 clusters
  Score: Raw -959610.905457 + Penalty 2917.367366 = -956693.538091
  nChanged 186
		SP:Iteration 10Q (43954.230000 sec): 3 clusters
  Score: Raw -959678.693088 + Penalty 2917.367366 = -956761.325722
  nChanged 132
		SP:Iteration 11Q (43954.480000 sec): 3 clusters
  Score: Raw -959728.578690 + Penalty 2917.367366 = -956811.211324
  nChanged 116
		SP:Iteration 12Q (43954.710000 sec): 3 clusters
  Score: Raw -959770.268834 + Penalty 2917.367366 = -956852.901468
  nChanged 117
		SP:Iteration 13Q (43954.910000 sec): 3 clusters
  Score: Raw -959810.359049 + Penalty 2917.367366 = -956892.991683
  nChanged 111
		SP:Iteration 14Q (43955.170000 sec): 3 clusters
  Score: Raw -959843.474874 + Penalty 2917.367366 = -956926.107508
  nChanged 87
		SP:Iteration 15Q (43955.340000 sec): 3 clusters
  Score: Raw -959867.287803 + Penalty 2917.367366 = -956949.920437
  nChanged 78
		SP:Iteration 16Q (43955.540000 sec): 3 clusters
  Score: Raw -959887.498055 + Penalty 2917.367366 = -956970.130689
  nChanged 66
		SP:Iteration 17Q (43955.710000 sec): 3 clusters
  Score: Raw -959903.925857 + Penalty 2917.367366 = -956986.558491
  nChanged 71
		SP:Iteration 18Q (43955.960000 sec): 3 clusters
  Score: Raw -959920.631467 + Penalty 2917.367366 = -957003.264101
  nChanged 55
		SP:Iteration 19Q (43956.160000 sec): 3 clusters
  Score: Raw -959932.958172 + Penalty 2917.367366 = -957015.590806
  nChanged 50
		SP:Iteration 20F (43956.330000 sec): 3 clusters
  Score: Raw -959942.195998 + Penalty 2917.367366 = -957024.828632
  nChanged 34
		SP:Iteration 21Q (43956.520000 sec): 3 clusters
  Score: Raw -959949.989651 + Penalty 2917.367366 = -957032.622285
  nChanged 39
		SP:Iteration 22Q (43956.690000 sec): 3 clusters
  Score: Raw -959957.602610 + Penalty 2917.367366 = -957040.235244
  nChanged 31
		SP:Iteration 23Q (43956.870000 sec): 3 clusters
  Score: Raw -959964.326383 + Penalty 2917.367366 = -957046.959017
  nChanged 43
		SP:Iteration 24Q (43957.030000 sec): 3 clusters
  Score: Raw -959975.567962 + Penalty 2917.367366 = -957058.200596
  nChanged 47
		SP:Iteration 25Q (43957.270000 sec): 3 clusters
  Score: Raw -959987.335613 + Penalty 2917.367366 = -957069.968247
  nChanged 48
		SP:Iteration 26Q (43957.500000 sec): 3 clusters
  Score: Raw -960001.821478 + Penalty 2917.367366 = -957084.454112
  nChanged 61
		SP:Iteration 27Q (43957.650000 sec): 3 clusters
  Score: Raw -960017.561872 + Penalty 2917.367366 = -957100.194506
  nChanged 69
		SP:Iteration 28Q (43957.850000 sec): 3 clusters
  Score: Raw -960036.480573 + Penalty 2917.367366 = -957119.113207
  nChanged 80
		SP:Iteration 29Q (43958.030000 sec): 3 clusters
  Score: Raw -960057.507498 + Penalty 2917.367366 = -957140.140132
  nChanged 76
		SP:Iteration 30Q (43958.240000 sec): 3 clusters
  Score: Raw -960080.162823 + Penalty 2917.367366 = -957162.795457
  nChanged 77
		SP:Iteration 31Q (43958.400000 sec): 3 clusters
  Score: Raw -960105.455966 + Penalty 2917.367366 = -957188.088600
  nChanged 80
		SP:Iteration 32Q (43958.660000 sec): 3 clusters
  Score: Raw -960128.414727 + Penalty 2917.367366 = -957211.047361
  nChanged 80
		SP:Iteration 33Q (43958.900000 sec): 3 clusters
  Score: Raw -960151.222452 + Penalty 2917.367366 = -957233.855086
  nChanged 88
		SP:Iteration 34Q (43959.080000 sec): 3 clusters
  Score: Raw -960174.660725 + Penalty 2917.367366 = -957257.293359
  nChanged 80
		SP:Iteration 35Q (43959.270000 sec): 3 clusters
  Score: Raw -960198.313106 + Penalty 2917.367366 = -957280.945740
  nChanged 70
		SP:Iteration 36Q (43959.560000 sec): 3 clusters
  Score: Raw -960218.116398 + Penalty 2917.367366 = -957300.749032
  nChanged 58
		SP:Iteration 37Q (43959.770000 sec): 3 clusters
  Score: Raw -960234.671056 + Penalty 2917.367366 = -957317.303690
  nChanged 48
		SP:Iteration 38Q (43960.000000 sec): 3 clusters
  Score: Raw -960246.679055 + Penalty 2917.367366 = -957329.311689
  nChanged 44
		SP:Iteration 39Q (43960.280000 sec): 3 clusters
  Score: Raw -960258.691336 + Penalty 2917.367366 = -957341.323970
  nChanged 40
		SP:Iteration 40F (43960.450000 sec): 3 clusters
  Score: Raw -960267.353022 + Penalty 2917.367366 = -957349.985656
  nChanged 34
		SP:Iteration 41Q (43960.610000 sec): 3 clusters
  Score: Raw -960273.629136 + Penalty 2917.367366 = -957356.261770
  nChanged 25
		SP:Iteration 42Q (43960.790000 sec): 3 clusters
  Score: Raw -960277.761054 + Penalty 2917.367366 = -957360.393688
  nChanged 22
		SP:Iteration 43Q (43960.940000 sec): 3 clusters
  Score: Raw -960281.159591 + Penalty 2917.367366 = -957363.792225
  nChanged 11
		SP:Iteration 44Q (43961.110000 sec): 3 clusters
  Score: Raw -960283.036367 + Penalty 2917.367366 = -957365.669001
  nChanged 13
		SP:Iteration 45Q (43961.280000 sec): 3 clusters
  Score: Raw -960284.801666 + Penalty 2917.367366 = -957367.434300
  nChanged 12
		SP:Iteration 46Q (43961.510000 sec): 3 clusters
  Score: Raw -960286.680711 + Penalty 2917.367366 = -957369.313345
  nChanged 11
		SP:Iteration 47Q (43961.760000 sec): 3 clusters
  Score: Raw -960288.121477 + Penalty 2917.367366 = -957370.754111
  nChanged 10
		SP:Iteration 48Q (43961.990000 sec): 3 clusters
  Score: Raw -960289.139478 + Penalty 2917.367366 = -957371.772112
  nChanged 8
		SP:Iteration 49Q (43962.200000 sec): 3 clusters
  Score: Raw -960289.877284 + Penalty 2917.367366 = -957372.509918
  nChanged 3
		SP:Iteration 50Q (43962.380000 sec): 3 clusters
  Score: Raw -960290.087212 + Penalty 2917.367366 = -957372.719846
  nChanged 4
		SP:Iteration 51Q (43962.570000 sec): 3 clusters
  Score: Raw -960290.796328 + Penalty 2917.367366 = -957373.428962
  nChanged 3
		SP:Iteration 52Q (43962.820000 sec): 3 clusters
  Score: Raw -960291.185311 + Penalty 2917.367366 = -957373.817945
  nChanged 5
		SP:Iteration 53Q (43963.070000 sec): 3 clusters
  Score: Raw -960291.911841 + Penalty 2917.367366 = -957374.544475
  nChanged 5
		SP:Iteration 54Q (43963.270000 sec): 3 clusters
  Score: Raw -960292.584368 + Penalty 2917.367366 = -957375.217002
  nChanged 12
		SP:Iteration 55Q (43963.500000 sec): 3 clusters
  Score: Raw -960294.082777 + Penalty 2917.367366 = -957376.715411
  nChanged 10
		SP:Iteration 56Q (43963.700000 sec): 3 clusters
  Score: Raw -960295.023378 + Penalty 2917.367366 = -957377.656012
  nChanged 12
		SP:Iteration 57Q (43963.930000 sec): 3 clusters
  Score: Raw -960296.359061 + Penalty 2917.367366 = -957378.991695
  nChanged 12
		SP:Iteration 58Q (43964.140000 sec): 3 clusters
  Score: Raw -960298.236639 + Penalty 2917.367366 = -957380.869273
  nChanged 8
		SP:Iteration 59Q (43964.340000 sec): 3 clusters
  Score: Raw -960299.397912 + Penalty 2917.367366 = -957382.030546
  nChanged 7
		SP:Iteration 60F (43964.550000 sec): 3 clusters
  Score: Raw -960300.289543 + Penalty 2917.367366 = -957382.922177
  nChanged 8
		SP:Iteration 61Q (43964.730000 sec): 3 clusters
  Score: Raw -960301.048240 + Penalty 2917.367366 = -957383.680874
  nChanged 4
		SP:Iteration 62Q (43964.930000 sec): 3 clusters
  Score: Raw -960301.395772 + Penalty 2917.367366 = -957384.028406
  nChanged 4
		SP:Iteration 63Q (43965.100000 sec): 3 clusters
  Score: Raw -960301.966935 + Penalty 2917.367366 = -957384.599569
  nChanged 7
		SP:Iteration 64Q (43965.270000 sec): 3 clusters
  Score: Raw -960302.533794 + Penalty 2917.367366 = -957385.166428
  nChanged 2
		SP:Iteration 65Q (43965.500000 sec): 3 clusters
  Score: Raw -960302.672322 + Penalty 2917.367366 = -957385.304956
  nChanged 3
		SP:Iteration 66Q (43965.640000 sec): 3 clusters
  Score: Raw -960302.856420 + Penalty 2917.367366 = -957385.489054
  nChanged 2
		SP:Iteration 67Q (43965.940000 sec): 3 clusters
  Score: Raw -960303.159066 + Penalty 2917.367366 = -957385.791700
  nChanged 3
		SP:Iteration 68Q (43966.180000 sec): 3 clusters
  Score: Raw -960303.323969 + Penalty 2917.367366 = -957385.956603
  nChanged 0
		SP:Iteration 69F (43966.360000 sec): 3 clusters
  Score: Raw -960303.323969 + Penalty 2917.367366 = -957385.956603
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 33 (1896 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (43966.450000 sec): 2 clusters
  Score: Raw -222422.181641 + Penalty 1226.469023 = -221195.712617
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (43966.620000 sec): 3 clusters
  Score: Raw -221609.500311 + Penalty 2452.938047 = -219156.562264
  nChanged 638
		SP:Iteration 1F (43966.770000 sec): 3 clusters
  Score: Raw -222040.036132 + Penalty 2452.938047 = -219587.098085
  nChanged 161
		SP:Iteration 2F (43966.900000 sec): 3 clusters
  Score: Raw -222162.366237 + Penalty 2452.938047 = -219709.428190
  nChanged 104
		SP:Iteration 3F (43967.070000 sec): 3 clusters
  Score: Raw -222255.332473 + Penalty 2452.938047 = -219802.394426
  nChanged 86
		SP:Iteration 4Q (43967.250000 sec): 3 clusters
  Score: Raw -222329.515470 + Penalty 2452.938047 = -219876.577423
  nChanged 81
		SP:Iteration 5Q (43967.420000 sec): 3 clusters
  Score: Raw -222397.615509 + Penalty 2452.938047 = -219944.677463
  nChanged 63
		SP:Iteration 6Q (43967.560000 sec): 3 clusters
  Score: Raw -222443.601384 + Penalty 2452.938047 = -219990.663337
  nChanged 53
		SP:Iteration 7Q (43967.700000 sec): 3 clusters
  Score: Raw -222476.534273 + Penalty 2452.938047 = -220023.596226
  nChanged 45
		SP:Iteration 8Q (43967.870000 sec): 3 clusters
  Score: Raw -222512.441279 + Penalty 2452.938047 = -220059.503232
  nChanged 44
		SP:Iteration 9Q (43968.050000 sec): 3 clusters
  Score: Raw -222553.372524 + Penalty 2452.938047 = -220100.434477
  nChanged 50
		SP:Iteration 10Q (43968.180000 sec): 3 clusters
  Score: Raw -222586.345848 + Penalty 2452.938047 = -220133.407801
  nChanged 36
		SP:Iteration 11Q (43968.320000 sec): 3 clusters
  Score: Raw -222607.780808 + Penalty 2452.938047 = -220154.842761
  nChanged 25
		SP:Iteration 12Q (43968.440000 sec): 3 clusters
  Score: Raw -222620.098813 + Penalty 2452.938047 = -220167.160766
  nChanged 22
		SP:Iteration 13Q (43968.640000 sec): 3 clusters
  Score: Raw -222634.090476 + Penalty 2452.938047 = -220181.152429
  nChanged 22
		SP:Iteration 14Q (43968.760000 sec): 3 clusters
  Score: Raw -222647.437652 + Penalty 2452.938047 = -220194.499605
  nChanged 24
		SP:Iteration 15Q (43968.910000 sec): 3 clusters
  Score: Raw -222668.079445 + Penalty 2452.938047 = -220215.141399
  nChanged 34
		SP:Iteration 16Q (43969.100000 sec): 3 clusters
  Score: Raw -222697.789908 + Penalty 2452.938047 = -220244.851861
  nChanged 41
		SP:Iteration 17Q (43969.300000 sec): 3 clusters
  Score: Raw -222725.268352 + Penalty 2452.938047 = -220272.330305
  nChanged 26
		SP:Iteration 18Q (43969.480000 sec): 3 clusters
  Score: Raw -222747.702172 + Penalty 2452.938047 = -220294.764125
  nChanged 26
		SP:Iteration 19Q (43969.640000 sec): 3 clusters
  Score: Raw -222770.242593 + Penalty 2452.938047 = -220317.304547
  nChanged 22
		SP:Iteration 20F (43969.800000 sec): 3 clusters
  Score: Raw -222784.554178 + Penalty 2452.938047 = -220331.616131
  nChanged 19
		SP:Iteration 21Q (43969.990000 sec): 3 clusters
  Score: Raw -222800.687585 + Penalty 2452.938047 = -220347.749538
  nChanged 26
		SP:Iteration 22Q (43970.140000 sec): 3 clusters
  Score: Raw -222816.690516 + Penalty 2452.938047 = -220363.752469
  nChanged 21
		SP:Iteration 23Q (43970.370000 sec): 3 clusters
  Score: Raw -222827.282544 + Penalty 2452.938047 = -220374.344497
  nChanged 14
		SP:Iteration 24Q (43970.500000 sec): 3 clusters
  Score: Raw -222835.163748 + Penalty 2452.938047 = -220382.225701
  nChanged 9
		SP:Iteration 25Q (43970.660000 sec): 3 clusters
  Score: Raw -222840.742357 + Penalty 2452.938047 = -220387.804310
  nChanged 8
		SP:Iteration 26Q (43970.860000 sec): 3 clusters
  Score: Raw -222846.663186 + Penalty 2452.938047 = -220393.725139
  nChanged 10
		SP:Iteration 27Q (43970.980000 sec): 3 clusters
  Score: Raw -222853.250735 + Penalty 2452.938047 = -220400.312688
  nChanged 9
		SP:Iteration 28Q (43971.120000 sec): 3 clusters
  Score: Raw -222858.831049 + Penalty 2452.938047 = -220405.893002
  nChanged 9
		SP:Iteration 29Q (43971.240000 sec): 3 clusters
  Score: Raw -222863.872677 + Penalty 2452.938047 = -220410.934630
  nChanged 6
		SP:Iteration 30Q (43971.390000 sec): 3 clusters
  Score: Raw -222865.894271 + Penalty 2452.938047 = -220412.956224
  nChanged 3
		SP:Iteration 31Q (43971.550000 sec): 3 clusters
  Score: Raw -222867.125334 + Penalty 2452.938047 = -220414.187287
  nChanged 2
		SP:Iteration 32Q (43971.720000 sec): 3 clusters
  Score: Raw -222868.134985 + Penalty 2452.938047 = -220415.196938
  nChanged 3
		SP:Iteration 33Q (43972.000000 sec): 3 clusters
  Score: Raw -222869.873127 + Penalty 2452.938047 = -220416.935080
  nChanged 3
		SP:Iteration 34Q (43972.170000 sec): 3 clusters
  Score: Raw -222871.254015 + Penalty 2452.938047 = -220418.315968
  nChanged 1
		SP:Iteration 35Q (43972.310000 sec): 3 clusters
  Score: Raw -222871.707674 + Penalty 2452.938047 = -220418.769627
  nChanged 1
		SP:Iteration 36Q (43972.480000 sec): 3 clusters
  Score: Raw -222872.208850 + Penalty 2452.938047 = -220419.270804
  nChanged 2
		SP:Iteration 37Q (43972.670000 sec): 3 clusters
  Score: Raw -222872.863427 + Penalty 2452.938047 = -220419.925380
  nChanged 0
		SP:Iteration 38F (43972.800000 sec): 3 clusters
  Score: Raw -222872.863427 + Penalty 2452.938047 = -220419.925380
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 34 (18679 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (43973.060000 sec): 2 clusters
  Score: Raw -2256838.937171 + Penalty 1598.212716 = -2255240.724454
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (43973.430000 sec): 3 clusters
  Score: Raw -2245548.354756 + Penalty 3196.425433 = -2242351.929323
  nChanged 8541
		SP:Iteration 1F (43973.690000 sec): 3 clusters
  Score: Raw -2250536.304621 + Penalty 3196.425433 = -2247339.879188
  nChanged 1127
		SP:Iteration 2F (43974.000000 sec): 3 clusters
  Score: Raw -2251129.577570 + Penalty 3196.425433 = -2247933.152137
  nChanged 1223
		SP:Iteration 3F (43974.290000 sec): 3 clusters
  Score: Raw -2251925.751082 + Penalty 3196.425433 = -2248729.325650
  nChanged 1367
		SP:Iteration 4F (43974.520000 sec): 3 clusters
  Score: Raw -2252955.664346 + Penalty 3196.425433 = -2249759.238913
  nChanged 1400
		SP:Iteration 5F (43974.740000 sec): 3 clusters
  Score: Raw -2254057.244194 + Penalty 3196.425433 = -2250860.818761
  nChanged 1222
		SP:Iteration 6F (43975.040000 sec): 3 clusters
  Score: Raw -2254981.110253 + Penalty 3196.425433 = -2251784.684820
  nChanged 948
		SP:Iteration 7F (43975.300000 sec): 3 clusters
  Score: Raw -2255716.466393 + Penalty 3196.425433 = -2252520.040960
  nChanged 747
		SP:Iteration 8Q (43975.650000 sec): 3 clusters
  Score: Raw -2256287.003438 + Penalty 3196.425433 = -2253090.578006
  nChanged 527
		SP:Iteration 9Q (43975.970000 sec): 3 clusters
  Score: Raw -2256705.490639 + Penalty 3196.425433 = -2253509.065206
  nChanged 361
		SP:Iteration 10Q (43976.260000 sec): 3 clusters
  Score: Raw -2257005.815386 + Penalty 3196.425433 = -2253809.389953
  nChanged 224
		SP:Iteration 11Q (43976.610000 sec): 3 clusters
  Score: Raw -2257190.447066 + Penalty 3196.425433 = -2253994.021633
  nChanged 153
		SP:Iteration 12Q (43976.890000 sec): 3 clusters
  Score: Raw -2257325.195378 + Penalty 3196.425433 = -2254128.769945
  nChanged 105
		SP:Iteration 13Q (43977.140000 sec): 3 clusters
  Score: Raw -2257443.208357 + Penalty 3196.425433 = -2254246.782925
  nChanged 68
		SP:Iteration 14Q (43977.420000 sec): 3 clusters
  Score: Raw -2257516.602850 + Penalty 3196.425433 = -2254320.177418
  nChanged 48
		SP:Iteration 15Q (43977.730000 sec): 3 clusters
  Score: Raw -2257591.595109 + Penalty 3196.425433 = -2254395.169677
  nChanged 49
		SP:Iteration 16Q (43978.010000 sec): 3 clusters
  Score: Raw -2257660.326459 + Penalty 3196.425433 = -2254463.901026
  nChanged 45
		SP:Iteration 17Q (43978.250000 sec): 3 clusters
  Score: Raw -2257732.832213 + Penalty 3196.425433 = -2254536.406780
  nChanged 39
		SP:Iteration 18Q (43978.550000 sec): 3 clusters
  Score: Raw -2257798.716720 + Penalty 3196.425433 = -2254602.291288
  nChanged 35
		SP:Iteration 19Q (43978.830000 sec): 3 clusters
  Score: Raw -2257853.603079 + Penalty 3196.425433 = -2254657.177647
  nChanged 25
		SP:Iteration 20F (43979.100000 sec): 3 clusters
  Score: Raw -2257889.535329 + Penalty 3196.425433 = -2254693.109897
  nChanged 26
		SP:Iteration 21Q (43979.360000 sec): 3 clusters
  Score: Raw -2257934.004293 + Penalty 3196.425433 = -2254737.578860
  nChanged 26
		SP:Iteration 22Q (43979.630000 sec): 3 clusters
  Score: Raw -2257974.509113 + Penalty 3196.425433 = -2254778.083680
  nChanged 17
		SP:Iteration 23Q (43979.970000 sec): 3 clusters
  Score: Raw -2257998.756269 + Penalty 3196.425433 = -2254802.330836
  nChanged 4
		SP:Iteration 24Q (43980.160000 sec): 3 clusters
  Score: Raw -2258003.681995 + Penalty 3196.425433 = -2254807.256563
  nChanged 4
		SP:Iteration 25Q (43980.410000 sec): 3 clusters
  Score: Raw -2258007.384300 + Penalty 3196.425433 = -2254810.958868
  nChanged 2
		SP:Iteration 26Q (43980.670000 sec): 3 clusters
  Score: Raw -2258009.205584 + Penalty 3196.425433 = -2254812.780152
  nChanged 0
		SP:Iteration 27F (43980.930000 sec): 3 clusters
  Score: Raw -2258009.205584 + Penalty 3196.425433 = -2254812.780152
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 35 (1165 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (43981.030000 sec): 2 clusters
  Score: Raw -138230.862594 + Penalty 1147.327409 = -137083.535184
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (43981.200000 sec): 3 clusters
  Score: Raw -137853.758802 + Penalty 2294.654819 = -135559.103983
  nChanged 372
		SP:Iteration 1F (43981.360000 sec): 3 clusters
  Score: Raw -138207.750716 + Penalty 2294.654819 = -135913.095897
  nChanged 100
		SP:Iteration 2F (43981.510000 sec): 3 clusters
  Score: Raw -138339.304482 + Penalty 2294.654819 = -136044.649663
  nChanged 60
		SP:Iteration 3F (43981.670000 sec): 3 clusters
  Score: Raw -138414.771744 + Penalty 2294.654819 = -136120.116925
  nChanged 42
		SP:Iteration 4Q (43981.830000 sec): 3 clusters
  Score: Raw -138465.988669 + Penalty 2294.654819 = -136171.333850
  nChanged 28
		SP:Iteration 5Q (43981.990000 sec): 3 clusters
  Score: Raw -138489.580573 + Penalty 2294.654819 = -136194.925754
  nChanged 20
		SP:Iteration 6Q (43982.150000 sec): 3 clusters
  Score: Raw -138505.606295 + Penalty 2294.654819 = -136210.951476
  nChanged 16
		SP:Iteration 7Q (43982.310000 sec): 3 clusters
  Score: Raw -138519.863597 + Penalty 2294.654819 = -136225.208778
  nChanged 11
		SP:Iteration 8Q (43982.470000 sec): 3 clusters
  Score: Raw -138532.247975 + Penalty 2294.654819 = -136237.593156
  nChanged 10
		SP:Iteration 9Q (43982.630000 sec): 3 clusters
  Score: Raw -138539.386110 + Penalty 2294.654819 = -136244.731291
  nChanged 8
		SP:Iteration 10Q (43982.790000 sec): 3 clusters
  Score: Raw -138544.646369 + Penalty 2294.654819 = -136249.991551
  nChanged 5
		SP:Iteration 11Q (43982.950000 sec): 3 clusters
  Score: Raw -138547.796054 + Penalty 2294.654819 = -136253.141235
  nChanged 6
		SP:Iteration 12Q (43983.110000 sec): 3 clusters
  Score: Raw -138552.359854 + Penalty 2294.654819 = -136257.705035
  nChanged 4
		SP:Iteration 13Q (43983.270000 sec): 3 clusters
  Score: Raw -138554.789264 + Penalty 2294.654819 = -136260.134445
  nChanged 2
		SP:Iteration 14Q (43983.430000 sec): 3 clusters
  Score: Raw -138556.088188 + Penalty 2294.654819 = -136261.433370
  nChanged 0
		SP:Iteration 15F (43983.590000 sec): 3 clusters
  Score: Raw -138556.088188 + Penalty 2294.654819 = -136261.433370
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 36 (692 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (43983.670000 sec): 2 clusters
  Score: Raw -81616.610141 + Penalty 1062.682718 = -80553.927423
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (43983.830000 sec): 3 clusters
  Score: Raw -81440.132967 + Penalty 2125.365436 = -79314.767532
  nChanged 190
		SP:Iteration 1F (43983.990000 sec): 3 clusters
  Score: Raw -81633.741388 + Penalty 2125.365436 = -79508.375953
  nChanged 47
		SP:Iteration 2F (43984.160000 sec): 3 clusters
  Score: Raw -81695.396288 + Penalty 2125.365436 = -79570.030852
  nChanged 19
		SP:Iteration 3Q (43984.350000 sec): 3 clusters
  Score: Raw -81723.483865 + Penalty 2125.365436 = -79598.118429
  nChanged 19
		SP:Iteration 4Q (43984.550000 sec): 3 clusters
  Score: Raw -81757.372691 + Penalty 2125.365436 = -79632.007256
  nChanged 14
		SP:Iteration 5Q (43984.730000 sec): 3 clusters
  Score: Raw -81775.235108 + Penalty 2125.365436 = -79649.869672
  nChanged 7
		SP:Iteration 6Q (43984.900000 sec): 3 clusters
  Score: Raw -81783.707538 + Penalty 2125.365436 = -79658.342102
  nChanged 3
		SP:Iteration 7Q (43985.040000 sec): 3 clusters
  Score: Raw -81786.344615 + Penalty 2125.365436 = -79660.979179
  nChanged 3
		SP:Iteration 8Q (43985.190000 sec): 3 clusters
  Score: Raw -81788.878278 + Penalty 2125.365436 = -79663.512843
  nChanged 2
		SP:Iteration 9Q (43985.350000 sec): 3 clusters
  Score: Raw -81789.968652 + Penalty 2125.365436 = -79664.603216
  nChanged 3
		SP:Iteration 10Q (43985.490000 sec): 3 clusters
  Score: Raw -81793.721024 + Penalty 2125.365436 = -79668.355589
  nChanged 2
		SP:Iteration 11Q (43985.650000 sec): 3 clusters
  Score: Raw -81797.842206 + Penalty 2125.365436 = -79672.476770
  nChanged 1
		SP:Iteration 12Q (43985.850000 sec): 3 clusters
  Score: Raw -81798.211662 + Penalty 2125.365436 = -79672.846226
  nChanged 0
		SP:Iteration 13F (43985.960000 sec): 3 clusters
  Score: Raw -81798.211662 + Penalty 2125.365436 = -79672.846226
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 37 (1841 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (43986.090000 sec): 2 clusters
  Score: Raw -236338.479131 + Penalty 1221.685429 = -235116.793702
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (43986.220000 sec): 3 clusters
  Score: Raw -235587.646113 + Penalty 2443.370859 = -233144.275254
  nChanged 598
		SP:Iteration 1F (43986.350000 sec): 3 clusters
  Score: Raw -236037.553095 + Penalty 2443.370859 = -233594.182236
  nChanged 164
		SP:Iteration 2F (43986.500000 sec): 3 clusters
  Score: Raw -236161.753572 + Penalty 2443.370859 = -233718.382713
  nChanged 90
		SP:Iteration 3Q (43986.650000 sec): 3 clusters
  Score: Raw -236236.103526 + Penalty 2443.370859 = -233792.732667
  nChanged 64
		SP:Iteration 4Q (43986.830000 sec): 3 clusters
  Score: Raw -236284.576913 + Penalty 2443.370859 = -233841.206054
  nChanged 45
		SP:Iteration 5Q (43987.010000 sec): 3 clusters
  Score: Raw -236310.893458 + Penalty 2443.370859 = -233867.522599
  nChanged 35
		SP:Iteration 6Q (43987.220000 sec): 3 clusters
  Score: Raw -236334.454668 + Penalty 2443.370859 = -233891.083809
  nChanged 32
		SP:Iteration 7Q (43987.280000 sec): 3 clusters
  Score: Raw -236363.177168 + Penalty 2443.370859 = -233919.806309
  nChanged 39
		SP:Iteration 8Q (43987.410000 sec): 3 clusters
  Score: Raw -236394.462534 + Penalty 2443.370859 = -233951.091675
  nChanged 44
		SP:Iteration 9Q (43987.500000 sec): 3 clusters
  Score: Raw -236426.902136 + Penalty 2443.370859 = -233983.531277
  nChanged 35
		SP:Iteration 10Q (43987.620000 sec): 3 clusters
  Score: Raw -236456.453241 + Penalty 2443.370859 = -234013.082382
  nChanged 36
		SP:Iteration 11Q (43987.700000 sec): 3 clusters
  Score: Raw -236483.706311 + Penalty 2443.370859 = -234040.335452
  nChanged 27
		SP:Iteration 12Q (43987.830000 sec): 3 clusters
  Score: Raw -236507.504043 + Penalty 2443.370859 = -234064.133184
  nChanged 34
		SP:Iteration 13Q (43987.980000 sec): 3 clusters
  Score: Raw -236540.092407 + Penalty 2443.370859 = -234096.721549
  nChanged 34
		SP:Iteration 14Q (43988.120000 sec): 3 clusters
  Score: Raw -236574.903820 + Penalty 2443.370859 = -234131.532961
  nChanged 33
		SP:Iteration 15Q (43988.240000 sec): 3 clusters
  Score: Raw -236605.474707 + Penalty 2443.370859 = -234162.103848
  nChanged 28
		SP:Iteration 16Q (43988.490000 sec): 3 clusters
  Score: Raw -236628.845173 + Penalty 2443.370859 = -234185.474314
  nChanged 28
		SP:Iteration 17Q (43988.650000 sec): 3 clusters
  Score: Raw -236656.596511 + Penalty 2443.370859 = -234213.225652
  nChanged 26
		SP:Iteration 18Q (43988.740000 sec): 3 clusters
  Score: Raw -236674.827044 + Penalty 2443.370859 = -234231.456185
  nChanged 22
		SP:Iteration 19Q (43988.880000 sec): 3 clusters
  Score: Raw -236690.714540 + Penalty 2443.370859 = -234247.343681
  nChanged 14
		SP:Iteration 20F (43989.040000 sec): 3 clusters
  Score: Raw -236705.125094 + Penalty 2443.370859 = -234261.754235
  nChanged 16
		SP:Iteration 21Q (43989.240000 sec): 3 clusters
  Score: Raw -236718.465236 + Penalty 2443.370859 = -234275.094377
  nChanged 12
		SP:Iteration 22Q (43989.390000 sec): 3 clusters
  Score: Raw -236726.678154 + Penalty 2443.370859 = -234283.307295
  nChanged 9
		SP:Iteration 23Q (43989.520000 sec): 3 clusters
  Score: Raw -236733.472543 + Penalty 2443.370859 = -234290.101685
  nChanged 16
		SP:Iteration 24Q (43989.660000 sec): 3 clusters
  Score: Raw -236742.045817 + Penalty 2443.370859 = -234298.674958
  nChanged 8
		SP:Iteration 25Q (43989.790000 sec): 3 clusters
  Score: Raw -236746.692468 + Penalty 2443.370859 = -234303.321609
  nChanged 5
		SP:Iteration 26Q (43989.930000 sec): 3 clusters
  Score: Raw -236750.114090 + Penalty 2443.370859 = -234306.743232
  nChanged 10
		SP:Iteration 27Q (43990.060000 sec): 3 clusters
  Score: Raw -236758.068756 + Penalty 2443.370859 = -234314.697897
  nChanged 10
		SP:Iteration 28Q (43990.220000 sec): 3 clusters
  Score: Raw -236766.835478 + Penalty 2443.370859 = -234323.464619
  nChanged 14
		SP:Iteration 29Q (43990.340000 sec): 3 clusters
  Score: Raw -236776.711880 + Penalty 2443.370859 = -234333.341021
  nChanged 11
		SP:Iteration 30Q (43990.470000 sec): 3 clusters
  Score: Raw -236782.569612 + Penalty 2443.370859 = -234339.198753
  nChanged 8
		SP:Iteration 31Q (43990.600000 sec): 3 clusters
  Score: Raw -236789.847543 + Penalty 2443.370859 = -234346.476684
  nChanged 8
		SP:Iteration 32Q (43990.780000 sec): 3 clusters
  Score: Raw -236793.984242 + Penalty 2443.370859 = -234350.613383
  nChanged 4
		SP:Iteration 33Q (43990.950000 sec): 3 clusters
  Score: Raw -236795.935639 + Penalty 2443.370859 = -234352.564780
  nChanged 0
		SP:Iteration 34F (43991.090000 sec): 3 clusters
  Score: Raw -236795.935639 + Penalty 2443.370859 = -234352.564780
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 38 (240 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (43991.170000 sec): 2 clusters
  Score: Raw -22724.810688 + Penalty 890.603825 = -21834.206863
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (43991.310000 sec): 3 clusters
  Score: Raw -22846.910976 + Penalty 1781.207650 = -21065.703326
  nChanged 53
		SP:Iteration 1F (43991.430000 sec): 3 clusters
  Score: Raw -23042.247400 + Penalty 1781.207650 = -21261.039750
  nChanged 21
		SP:Iteration 2F (43991.560000 sec): 3 clusters
  Score: Raw -23153.998721 + Penalty 1781.207650 = -21372.791071
  nChanged 7
		SP:Iteration 3Q (43991.680000 sec): 3 clusters
  Score: Raw -23228.602602 + Penalty 1781.207650 = -21447.394952
  nChanged 5
		SP:Iteration 4Q (43991.850000 sec): 3 clusters
  Score: Raw -23262.377729 + Penalty 1781.207650 = -21481.170079
  nChanged 6
		SP:Iteration 5Q (43992.020000 sec): 3 clusters
  Score: Raw -23298.650576 + Penalty 1781.207650 = -21517.442926
  nChanged 5
		SP:Iteration 6Q (43992.190000 sec): 3 clusters
  Score: Raw -23318.522664 + Penalty 1781.207650 = -21537.315014
  nChanged 4
		SP:Iteration 7Q (43992.410000 sec): 3 clusters
  Score: Raw -23334.624175 + Penalty 1781.207650 = -21553.416525
  nChanged 4
		SP:Iteration 8Q (43992.560000 sec): 3 clusters
  Score: Raw -23348.762344 + Penalty 1781.207650 = -21567.554694
  nChanged 5
		SP:Iteration 9Q (43992.790000 sec): 3 clusters
  Score: Raw -23376.118984 + Penalty 1781.207650 = -21594.911334
  nChanged 3
		SP:Iteration 10Q (43992.950000 sec): 3 clusters
  Score: Raw -23420.682233 + Penalty 1781.207650 = -21639.474583
  nChanged 3
		SP:Iteration 11Q (43993.080000 sec): 3 clusters
  Score: Raw -23434.517821 + Penalty 1781.207650 = -21653.310171
  nChanged 2
		SP:Iteration 12Q (43993.240000 sec): 3 clusters
  Score: Raw -23451.283567 + Penalty 1781.207650 = -21670.075917
  nChanged 1
		SP:Iteration 13Q (43993.390000 sec): 3 clusters
  Score: Raw -23452.825403 + Penalty 1781.207650 = -21671.617753
  nChanged 0
		SP:Iteration 14F (43993.590000 sec): 3 clusters
  Score: Raw -23468.435612 + Penalty 1781.207650 = -21687.227961
  nChanged 1
		SP:Iteration 15Q (43993.700000 sec): 3 clusters
  Score: Raw -23492.473350 + Penalty 1781.207650 = -21711.265700
  nChanged 1
		SP:Iteration 16Q (43993.840000 sec): 3 clusters
  Score: Raw -23495.740236 + Penalty 1781.207650 = -21714.532586
  nChanged 0
		SP:Iteration 17F (43993.960000 sec): 3 clusters
  Score: Raw -23495.740236 + Penalty 1781.207650 = -21714.532586
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 39 (8894 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (43994.080000 sec): 2 clusters
  Score: Raw -1021133.400645 + Penalty 1477.633978 = -1019655.766667
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (43994.350000 sec): 3 clusters
  Score: Raw -1016224.265016 + Penalty 2955.267956 = -1013268.997060
  nChanged 3765
		SP:Iteration 1F (43994.540000 sec): 3 clusters
  Score: Raw -1018399.793167 + Penalty 2955.267956 = -1015444.525212
  nChanged 574
		SP:Iteration 2F (43994.700000 sec): 3 clusters
  Score: Raw -1018679.769463 + Penalty 2955.267956 = -1015724.501508
  nChanged 490
		SP:Iteration 3F (43994.920000 sec): 3 clusters
  Score: Raw -1018934.140059 + Penalty 2955.267956 = -1015978.872103
  nChanged 428
		SP:Iteration 4Q (43995.100000 sec): 3 clusters
  Score: Raw -1019163.824180 + Penalty 2955.267956 = -1016208.556225
  nChanged 445
		SP:Iteration 5F (43995.310000 sec): 3 clusters
  Score: Raw -1019430.048208 + Penalty 2955.267956 = -1016474.780252
  nChanged 438
		SP:Iteration 6Q (43995.440000 sec): 3 clusters
  Score: Raw -1019698.042411 + Penalty 2955.267956 = -1016742.774456
  nChanged 422
		SP:Iteration 7Q (43995.680000 sec): 3 clusters
  Score: Raw -1019957.634465 + Penalty 2955.267956 = -1017002.366510
  nChanged 388
		SP:Iteration 8Q (43995.880000 sec): 3 clusters
  Score: Raw -1020180.895643 + Penalty 2955.267956 = -1017225.627688
  nChanged 367
		SP:Iteration 9Q (43996.130000 sec): 3 clusters
  Score: Raw -1020418.928825 + Penalty 2955.267956 = -1017463.660869
  nChanged 356
		SP:Iteration 10Q (43996.370000 sec): 3 clusters
  Score: Raw -1020656.654707 + Penalty 2955.267956 = -1017701.386751
  nChanged 357
		SP:Iteration 11Q (43996.630000 sec): 3 clusters
  Score: Raw -1020930.095357 + Penalty 2955.267956 = -1017974.827401
  nChanged 339
		SP:Iteration 12Q (43996.830000 sec): 3 clusters
  Score: Raw -1021219.217133 + Penalty 2955.267956 = -1018263.949178
  nChanged 304
		SP:Iteration 13Q (43997.010000 sec): 3 clusters
  Score: Raw -1021450.127889 + Penalty 2955.267956 = -1018494.859934
  nChanged 243
		SP:Iteration 14Q (43997.150000 sec): 3 clusters
  Score: Raw -1021601.723189 + Penalty 2955.267956 = -1018646.455234
  nChanged 197
		SP:Iteration 15Q (43997.330000 sec): 3 clusters
  Score: Raw -1021703.768285 + Penalty 2955.267956 = -1018748.500329
  nChanged 148
		SP:Iteration 16Q (43997.530000 sec): 3 clusters
  Score: Raw -1021773.372820 + Penalty 2955.267956 = -1018818.104865
  nChanged 109
		SP:Iteration 17Q (43997.770000 sec): 3 clusters
  Score: Raw -1021822.649719 + Penalty 2955.267956 = -1018867.381763
  nChanged 92
		SP:Iteration 18Q (43998.010000 sec): 3 clusters
  Score: Raw -1021855.410124 + Penalty 2955.267956 = -1018900.142169
  nChanged 73
		SP:Iteration 19Q (43998.260000 sec): 3 clusters
  Score: Raw -1021878.800982 + Penalty 2955.267956 = -1018923.533027
  nChanged 63
		SP:Iteration 20F (43998.490000 sec): 3 clusters
  Score: Raw -1021895.991138 + Penalty 2955.267956 = -1018940.723182
  nChanged 46
		SP:Iteration 21Q (43998.730000 sec): 3 clusters
  Score: Raw -1021908.357781 + Penalty 2955.267956 = -1018953.089826
  nChanged 45
		SP:Iteration 22Q (43998.990000 sec): 3 clusters
  Score: Raw -1021918.836452 + Penalty 2955.267956 = -1018963.568496
  nChanged 36
		SP:Iteration 23Q (43999.210000 sec): 3 clusters
  Score: Raw -1021925.817589 + Penalty 2955.267956 = -1018970.549633
  nChanged 33
		SP:Iteration 24Q (43999.410000 sec): 3 clusters
  Score: Raw -1021932.737577 + Penalty 2955.267956 = -1018977.469621
  nChanged 30
		SP:Iteration 25Q (43999.620000 sec): 3 clusters
  Score: Raw -1021939.630641 + Penalty 2955.267956 = -1018984.362686
  nChanged 34
		SP:Iteration 26Q (43999.820000 sec): 3 clusters
  Score: Raw -1021949.268070 + Penalty 2955.267956 = -1018994.000114
  nChanged 40
		SP:Iteration 27Q (44000.060000 sec): 3 clusters
  Score: Raw -1021959.612726 + Penalty 2955.267956 = -1019004.344771
  nChanged 42
		SP:Iteration 28Q (44000.300000 sec): 3 clusters
  Score: Raw -1021971.078835 + Penalty 2955.267956 = -1019015.810880
  nChanged 46
		SP:Iteration 29Q (44000.560000 sec): 3 clusters
  Score: Raw -1021985.382241 + Penalty 2955.267956 = -1019030.114286
  nChanged 40
		SP:Iteration 30Q (44000.780000 sec): 3 clusters
  Score: Raw -1021995.723522 + Penalty 2955.267956 = -1019040.455566
  nChanged 35
		SP:Iteration 31Q (44000.990000 sec): 3 clusters
  Score: Raw -1022005.530277 + Penalty 2955.267956 = -1019050.262321
  nChanged 43
		SP:Iteration 32Q (44001.250000 sec): 3 clusters
  Score: Raw -1022018.465755 + Penalty 2955.267956 = -1019063.197799
  nChanged 39
		SP:Iteration 33Q (44001.520000 sec): 3 clusters
  Score: Raw -1022029.964648 + Penalty 2955.267956 = -1019074.696692
  nChanged 41
		SP:Iteration 34Q (44001.760000 sec): 3 clusters
  Score: Raw -1022042.646084 + Penalty 2955.267956 = -1019087.378128
  nChanged 44
		SP:Iteration 35Q (44002.030000 sec): 3 clusters
  Score: Raw -1022060.409157 + Penalty 2955.267956 = -1019105.141201
  nChanged 49
		SP:Iteration 36Q (44002.310000 sec): 3 clusters
  Score: Raw -1022078.372724 + Penalty 2955.267956 = -1019123.104768
  nChanged 43
		SP:Iteration 37Q (44002.530000 sec): 3 clusters
  Score: Raw -1022091.821889 + Penalty 2955.267956 = -1019136.553933
  nChanged 52
		SP:Iteration 38Q (44002.750000 sec): 3 clusters
  Score: Raw -1022111.600601 + Penalty 2955.267956 = -1019156.332645
  nChanged 56
		SP:Iteration 39Q (44002.920000 sec): 3 clusters
  Score: Raw -1022136.070276 + Penalty 2955.267956 = -1019180.802320
  nChanged 61
		SP:Iteration 40F (44003.130000 sec): 3 clusters
  Score: Raw -1022161.203407 + Penalty 2955.267956 = -1019205.935452
  nChanged 54
		SP:Iteration 41Q (44003.270000 sec): 3 clusters
  Score: Raw -1022189.034136 + Penalty 2955.267956 = -1019233.766181
  nChanged 64
		SP:Iteration 42Q (44003.490000 sec): 3 clusters
  Score: Raw -1022215.835086 + Penalty 2955.267956 = -1019260.567130
  nChanged 59
		SP:Iteration 43Q (44003.680000 sec): 3 clusters
  Score: Raw -1022235.944309 + Penalty 2955.267956 = -1019280.676353
  nChanged 39
		SP:Iteration 44Q (44003.890000 sec): 3 clusters
  Score: Raw -1022247.644787 + Penalty 2955.267956 = -1019292.376831
  nChanged 34
		SP:Iteration 45Q (44004.080000 sec): 3 clusters
  Score: Raw -1022256.349703 + Penalty 2955.267956 = -1019301.081747
  nChanged 24
		SP:Iteration 46Q (44004.280000 sec): 3 clusters
  Score: Raw -1022262.040887 + Penalty 2955.267956 = -1019306.772931
  nChanged 21
		SP:Iteration 47Q (44004.480000 sec): 3 clusters
  Score: Raw -1022267.842412 + Penalty 2955.267956 = -1019312.574457
  nChanged 26
		SP:Iteration 48Q (44004.670000 sec): 3 clusters
  Score: Raw -1022274.272229 + Penalty 2955.267956 = -1019319.004274
  nChanged 25
		SP:Iteration 49Q (44004.920000 sec): 3 clusters
  Score: Raw -1022279.079155 + Penalty 2955.267956 = -1019323.811200
  nChanged 17
		SP:Iteration 50Q (44005.100000 sec): 3 clusters
  Score: Raw -1022282.962504 + Penalty 2955.267956 = -1019327.694548
  nChanged 17
		SP:Iteration 51Q (44005.340000 sec): 3 clusters
  Score: Raw -1022286.935197 + Penalty 2955.267956 = -1019331.667241
  nChanged 17
		SP:Iteration 52Q (44005.530000 sec): 3 clusters
  Score: Raw -1022290.821881 + Penalty 2955.267956 = -1019335.553926
  nChanged 16
		SP:Iteration 53Q (44005.750000 sec): 3 clusters
  Score: Raw -1022294.810119 + Penalty 2955.267956 = -1019339.542163
  nChanged 14
		SP:Iteration 54Q (44005.980000 sec): 3 clusters
  Score: Raw -1022298.216245 + Penalty 2955.267956 = -1019342.948289
  nChanged 12
		SP:Iteration 55Q (44006.130000 sec): 3 clusters
  Score: Raw -1022300.191109 + Penalty 2955.267956 = -1019344.923153
  nChanged 11
		SP:Iteration 56Q (44006.300000 sec): 3 clusters
  Score: Raw -1022302.072185 + Penalty 2955.267956 = -1019346.804229
  nChanged 12
		SP:Iteration 57Q (44006.500000 sec): 3 clusters
  Score: Raw -1022304.827461 + Penalty 2955.267956 = -1019349.559505
  nChanged 13
		SP:Iteration 58Q (44006.690000 sec): 3 clusters
  Score: Raw -1022307.798138 + Penalty 2955.267956 = -1019352.530183
  nChanged 12
		SP:Iteration 59Q (44006.920000 sec): 3 clusters
  Score: Raw -1022310.210016 + Penalty 2955.267956 = -1019354.942061
  nChanged 8
		SP:Iteration 60F (44007.100000 sec): 3 clusters
  Score: Raw -1022311.729978 + Penalty 2955.267956 = -1019356.462022
  nChanged 4
		SP:Iteration 61Q (44007.320000 sec): 3 clusters
  Score: Raw -1022312.286174 + Penalty 2955.267956 = -1019357.018218
  nChanged 2
		SP:Iteration 62Q (44007.530000 sec): 3 clusters
  Score: Raw -1022312.435132 + Penalty 2955.267956 = -1019357.167177
  nChanged 0
		SP:Iteration 63F (44007.720000 sec): 3 clusters
  Score: Raw -1022312.435132 + Penalty 2955.267956 = -1019357.167177
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 40 (198 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (44007.800000 sec): 2 clusters
  Score: Raw -16731.389263 + Penalty 859.343392 = -15872.045871
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (44007.990000 sec): 3 clusters
  Score: Raw -16862.224388 + Penalty 1718.686785 = -15143.537603
  nChanged 35
		SP:Iteration 1F (44008.180000 sec): 3 clusters
  Score: Raw -17023.453730 + Penalty 1718.686785 = -15304.766945
  nChanged 9
		SP:Iteration 2Q (44008.330000 sec): 3 clusters
  Score: Raw -17058.826086 + Penalty 1718.686785 = -15340.139301
  nChanged 5
		SP:Iteration 3Q (44008.460000 sec): 3 clusters
  Score: Raw -17078.669150 + Penalty 1718.686785 = -15359.982365
  nChanged 3
		SP:Iteration 4Q (44008.650000 sec): 3 clusters
  Score: Raw -17098.017835 + Penalty 1718.686785 = -15379.331050
  nChanged 0
		SP:Iteration 5F (44008.830000 sec): 3 clusters
  Score: Raw -17098.017835 + Penalty 1718.686785 = -15379.331050
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 41 (1025 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (44008.910000 sec): 2 clusters
  Score: Raw -127382.832955 + Penalty 1126.522782 = -126256.310172
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (44009.080000 sec): 3 clusters
  Score: Raw -127030.929005 + Penalty 2253.045565 = -124777.883440
  nChanged 307
		SP:Iteration 1F (44009.210000 sec): 3 clusters
  Score: Raw -127279.824559 + Penalty 2253.045565 = -125026.778994
  nChanged 73
		SP:Iteration 2F (44009.370000 sec): 3 clusters
  Score: Raw -127351.387408 + Penalty 2253.045565 = -125098.341843
  nChanged 41
		SP:Iteration 3Q (44009.580000 sec): 3 clusters
  Score: Raw -127392.422011 + Penalty 2253.045565 = -125139.376446
  nChanged 24
		SP:Iteration 4Q (44009.790000 sec): 3 clusters
  Score: Raw -127421.168025 + Penalty 2253.045565 = -125168.122461
  nChanged 26
		SP:Iteration 5Q (44009.940000 sec): 3 clusters
  Score: Raw -127448.006292 + Penalty 2253.045565 = -125194.960727
  nChanged 20
		SP:Iteration 6Q (44010.120000 sec): 3 clusters
  Score: Raw -127461.575651 + Penalty 2253.045565 = -125208.530087
  nChanged 12
		SP:Iteration 7Q (44010.330000 sec): 3 clusters
  Score: Raw -127470.678152 + Penalty 2253.045565 = -125217.632587
  nChanged 5
		SP:Iteration 8Q (44010.530000 sec): 3 clusters
  Score: Raw -127481.407376 + Penalty 2253.045565 = -125228.361811
  nChanged 8
		SP:Iteration 9Q (44010.750000 sec): 3 clusters
  Score: Raw -127490.222888 + Penalty 2253.045565 = -125237.177323
  nChanged 3
		SP:Iteration 10Q (44010.960000 sec): 3 clusters
  Score: Raw -127492.694016 + Penalty 2253.045565 = -125239.648451
  nChanged 0
		SP:Iteration 11F (44011.100000 sec): 3 clusters
  Score: Raw -127492.694016 + Penalty 2253.045565 = -125239.648451
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 42 (423 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (44011.140000 sec): 2 clusters
  Score: Raw -45914.886167 + Penalty 982.697979 = -44932.188188
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (44011.240000 sec): 3 clusters
  Score: Raw -45941.821401 + Penalty 1965.395958 = -43976.425443
  nChanged 94
		SP:Iteration 1F (44011.400000 sec): 3 clusters
  Score: Raw -46120.240272 + Penalty 1965.395958 = -44154.844314
  nChanged 29
		SP:Iteration 2F (44011.560000 sec): 3 clusters
  Score: Raw -46201.437100 + Penalty 1965.395958 = -44236.041141
  nChanged 17
		SP:Iteration 3Q (44011.700000 sec): 3 clusters
  Score: Raw -46246.503561 + Penalty 1965.395958 = -44281.107603
  nChanged 11
		SP:Iteration 4Q (44011.840000 sec): 3 clusters
  Score: Raw -46273.196462 + Penalty 1965.395958 = -44307.800504
  nChanged 11
		SP:Iteration 5Q (44012.000000 sec): 3 clusters
  Score: Raw -46328.495076 + Penalty 1965.395958 = -44363.099118
  nChanged 10
		SP:Iteration 6Q (44012.170000 sec): 3 clusters
  Score: Raw -46366.915746 + Penalty 1965.395958 = -44401.519788
  nChanged 8
		SP:Iteration 7Q (44012.360000 sec): 3 clusters
  Score: Raw -46391.197990 + Penalty 1965.395958 = -44425.802032
  nChanged 5
		SP:Iteration 8Q (44012.540000 sec): 3 clusters
  Score: Raw -46402.975993 + Penalty 1965.395958 = -44437.580034
  nChanged 3
		SP:Iteration 9Q (44012.690000 sec): 3 clusters
  Score: Raw -46409.190006 + Penalty 1965.395958 = -44443.794048
  nChanged 3
		SP:Iteration 10Q (44012.860000 sec): 3 clusters
  Score: Raw -46415.314889 + Penalty 1965.395958 = -44449.918931
  nChanged 1
		SP:Iteration 11Q (44013.060000 sec): 3 clusters
  Score: Raw -46417.782305 + Penalty 1965.395958 = -44452.386347
  nChanged 2
		SP:Iteration 12Q (44013.270000 sec): 3 clusters
  Score: Raw -46420.988652 + Penalty 1965.395958 = -44455.592693
  nChanged 0
		SP:Iteration 13F (44013.420000 sec): 3 clusters
  Score: Raw -46420.988652 + Penalty 1965.395958 = -44455.592693
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 43 (3028 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (44013.520000 sec): 2 clusters
  Score: Raw -337849.775932 + Penalty 1302.544362 = -336547.231570
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (44013.690000 sec): 3 clusters
  Score: Raw -336417.905228 + Penalty 2605.088725 = -333812.816504
  nChanged 1206
		SP:Iteration 1F (44013.860000 sec): 3 clusters
  Score: Raw -337239.471111 + Penalty 2605.088725 = -334634.382386
  nChanged 280
		SP:Iteration 2F (44014.030000 sec): 3 clusters
  Score: Raw -337466.359701 + Penalty 2605.088725 = -334861.270977
  nChanged 209
		SP:Iteration 3F (44014.140000 sec): 3 clusters
  Score: Raw -337624.083922 + Penalty 2605.088725 = -335018.995197
  nChanged 160
		SP:Iteration 4F (44014.290000 sec): 3 clusters
  Score: Raw -337752.026888 + Penalty 2605.088725 = -335146.938164
  nChanged 126
		SP:Iteration 5Q (44014.540000 sec): 3 clusters
  Score: Raw -337858.963991 + Penalty 2605.088725 = -335253.875266
  nChanged 128
		SP:Iteration 6Q (44014.750000 sec): 3 clusters
  Score: Raw -338007.241757 + Penalty 2605.088725 = -335402.153032
  nChanged 132
		SP:Iteration 7Q (44014.890000 sec): 3 clusters
  Score: Raw -338155.359038 + Penalty 2605.088725 = -335550.270314
  nChanged 124
		SP:Iteration 8Q (44015.020000 sec): 3 clusters
  Score: Raw -338300.494015 + Penalty 2605.088725 = -335695.405290
  nChanged 134
		SP:Iteration 9Q (44015.160000 sec): 3 clusters
  Score: Raw -338428.308722 + Penalty 2605.088725 = -335823.219998
  nChanged 99
		SP:Iteration 10Q (44015.340000 sec): 3 clusters
  Score: Raw -338505.750991 + Penalty 2605.088725 = -335900.662266
  nChanged 63
		SP:Iteration 11Q (44015.480000 sec): 3 clusters
  Score: Raw -338551.041679 + Penalty 2605.088725 = -335945.952955
  nChanged 58
		SP:Iteration 12Q (44015.600000 sec): 3 clusters
  Score: Raw -338589.555198 + Penalty 2605.088725 = -335984.466473
  nChanged 45
		SP:Iteration 13Q (44015.740000 sec): 3 clusters
  Score: Raw -338622.511531 + Penalty 2605.088725 = -336017.422806
  nChanged 41
		SP:Iteration 14Q (44015.860000 sec): 3 clusters
  Score: Raw -338646.664400 + Penalty 2605.088725 = -336041.575675
  nChanged 34
		SP:Iteration 15Q (44016.000000 sec): 3 clusters
  Score: Raw -338664.262969 + Penalty 2605.088725 = -336059.174245
  nChanged 28
		SP:Iteration 16Q (44016.130000 sec): 3 clusters
  Score: Raw -338681.251178 + Penalty 2605.088725 = -336076.162453
  nChanged 24
		SP:Iteration 17Q (44016.280000 sec): 3 clusters
  Score: Raw -338690.190279 + Penalty 2605.088725 = -336085.101555
  nChanged 12
		SP:Iteration 18Q (44016.420000 sec): 3 clusters
  Score: Raw -338696.016974 + Penalty 2605.088725 = -336090.928249
  nChanged 10
		SP:Iteration 19Q (44016.550000 sec): 3 clusters
  Score: Raw -338699.945821 + Penalty 2605.088725 = -336094.857096
  nChanged 14
		SP:Iteration 20F (44016.720000 sec): 3 clusters
  Score: Raw -338703.301199 + Penalty 2605.088725 = -336098.212474
  nChanged 9
		SP:Iteration 21Q (44016.860000 sec): 3 clusters
  Score: Raw -338705.621399 + Penalty 2605.088725 = -336100.532674
  nChanged 5
		SP:Iteration 22Q (44017.020000 sec): 3 clusters
  Score: Raw -338706.980141 + Penalty 2605.088725 = -336101.891416
  nChanged 0
		SP:Iteration 23F (44017.200000 sec): 3 clusters
  Score: Raw -338706.980141 + Penalty 2605.088725 = -336101.891416
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 44 (546 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (44017.280000 sec): 2 clusters
  Score: Raw -60142.558543 + Penalty 1024.175584 = -59118.382959
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (44017.460000 sec): 3 clusters
  Score: Raw -60072.898955 + Penalty 2048.351167 = -58024.547788
  nChanged 141
		SP:Iteration 1F (44017.600000 sec): 3 clusters
  Score: Raw -60317.909837 + Penalty 2048.351167 = -58269.558670
  nChanged 39
		SP:Iteration 2F (44017.760000 sec): 3 clusters
  Score: Raw -60391.364903 + Penalty 2048.351167 = -58343.013736
  nChanged 25
		SP:Iteration 3Q (44017.920000 sec): 3 clusters
  Score: Raw -60444.936839 + Penalty 2048.351167 = -58396.585672
  nChanged 21
		SP:Iteration 4Q (44018.110000 sec): 3 clusters
  Score: Raw -60485.775232 + Penalty 2048.351167 = -58437.424065
  nChanged 20
		SP:Iteration 5Q (44018.270000 sec): 3 clusters
  Score: Raw -60529.623444 + Penalty 2048.351167 = -58481.272276
  nChanged 14
		SP:Iteration 6Q (44018.440000 sec): 3 clusters
  Score: Raw -60560.302278 + Penalty 2048.351167 = -58511.951111
  nChanged 12
		SP:Iteration 7Q (44018.610000 sec): 3 clusters
  Score: Raw -60596.309164 + Penalty 2048.351167 = -58547.957997
  nChanged 18
		SP:Iteration 8Q (44018.760000 sec): 3 clusters
  Score: Raw -60693.906953 + Penalty 2048.351167 = -58645.555786
  nChanged 16
		SP:Iteration 9Q (44018.940000 sec): 3 clusters
  Score: Raw -60748.865821 + Penalty 2048.351167 = -58700.514654
  nChanged 17
		SP:Iteration 10Q (44019.100000 sec): 3 clusters
  Score: Raw -60791.058789 + Penalty 2048.351167 = -58742.707622
  nChanged 12
		SP:Iteration 11Q (44019.240000 sec): 3 clusters
  Score: Raw -60838.188869 + Penalty 2048.351167 = -58789.837702
  nChanged 10
		SP:Iteration 12Q (44019.430000 sec): 3 clusters
  Score: Raw -60859.280962 + Penalty 2048.351167 = -58810.929795
  nChanged 7
		SP:Iteration 13Q (44019.540000 sec): 3 clusters
  Score: Raw -60880.798452 + Penalty 2048.351167 = -58832.447285
  nChanged 2
		SP:Iteration 14Q (44019.680000 sec): 3 clusters
  Score: Raw -60888.597850 + Penalty 2048.351167 = -58840.246683
  nChanged 1
		SP:Iteration 15Q (44019.830000 sec): 3 clusters
  Score: Raw -60889.795967 + Penalty 2048.351167 = -58841.444800
  nChanged 1
		SP:Iteration 16Q (44019.990000 sec): 3 clusters
  Score: Raw -60895.030589 + Penalty 2048.351167 = -58846.679422
  nChanged 0
		SP:Iteration 17F (44020.130000 sec): 3 clusters
  Score: Raw -60895.030589 + Penalty 2048.351167 = -58846.679422
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 45 (2869 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (44020.280000 sec): 2 clusters
  Score: Raw -354460.725129 + Penalty 1293.779308 = -353166.945822
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (44020.460000 sec): 3 clusters
  Score: Raw -353101.697258 + Penalty 2587.558615 = -350514.138643
  nChanged 1057
		SP:Iteration 1F (44020.680000 sec): 3 clusters
  Score: Raw -353746.868218 + Penalty 2587.558615 = -351159.309603
  nChanged 245
		SP:Iteration 2F (44020.870000 sec): 3 clusters
  Score: Raw -353892.591549 + Penalty 2587.558615 = -351305.032934
  nChanged 145
		SP:Iteration 3F (44021.030000 sec): 3 clusters
  Score: Raw -353979.660917 + Penalty 2587.558615 = -351392.102302
  nChanged 94
		SP:Iteration 4Q (44021.250000 sec): 3 clusters
  Score: Raw -354036.268756 + Penalty 2587.558615 = -351448.710141
  nChanged 94
		SP:Iteration 5Q (44021.420000 sec): 3 clusters
  Score: Raw -354093.560875 + Penalty 2587.558615 = -351506.002260
  nChanged 94
		SP:Iteration 6Q (44021.600000 sec): 3 clusters
  Score: Raw -354148.887506 + Penalty 2587.558615 = -351561.328891
  nChanged 74
		SP:Iteration 7Q (44021.740000 sec): 3 clusters
  Score: Raw -354189.338732 + Penalty 2587.558615 = -351601.780117
  nChanged 67
		SP:Iteration 8Q (44021.880000 sec): 3 clusters
  Score: Raw -354220.041544 + Penalty 2587.558615 = -351632.482928
  nChanged 50
		SP:Iteration 9Q (44022.010000 sec): 3 clusters
  Score: Raw -354245.029236 + Penalty 2587.558615 = -351657.470621
  nChanged 40
		SP:Iteration 10Q (44022.150000 sec): 3 clusters
  Score: Raw -354264.168414 + Penalty 2587.558615 = -351676.609799
  nChanged 35
		SP:Iteration 11Q (44022.280000 sec): 3 clusters
  Score: Raw -354273.891878 + Penalty 2587.558615 = -351686.333263
  nChanged 26
		SP:Iteration 12Q (44022.380000 sec): 3 clusters
  Score: Raw -354283.453486 + Penalty 2587.558615 = -351695.894871
  nChanged 26
		SP:Iteration 13Q (44022.520000 sec): 3 clusters
  Score: Raw -354293.378661 + Penalty 2587.558615 = -351705.820046
  nChanged 26
		SP:Iteration 14Q (44022.660000 sec): 3 clusters
  Score: Raw -354302.285617 + Penalty 2587.558615 = -351714.727002
  nChanged 26
		SP:Iteration 15Q (44022.810000 sec): 3 clusters
  Score: Raw -354310.872653 + Penalty 2587.558615 = -351723.314038
  nChanged 20
		SP:Iteration 16Q (44022.950000 sec): 3 clusters
  Score: Raw -354317.235310 + Penalty 2587.558615 = -351729.676694
  nChanged 20
		SP:Iteration 17Q (44023.080000 sec): 3 clusters
  Score: Raw -354323.382352 + Penalty 2587.558615 = -351735.823737
  nChanged 17
		SP:Iteration 18Q (44023.180000 sec): 3 clusters
  Score: Raw -354332.496496 + Penalty 2587.558615 = -351744.937881
  nChanged 28
		SP:Iteration 19Q (44023.320000 sec): 3 clusters
  Score: Raw -354349.140342 + Penalty 2587.558615 = -351761.581727
  nChanged 32
		SP:Iteration 20F (44023.490000 sec): 3 clusters
  Score: Raw -354365.324349 + Penalty 2587.558615 = -351777.765733
  nChanged 35
		SP:Iteration 21Q (44023.710000 sec): 3 clusters
  Score: Raw -354379.560263 + Penalty 2587.558615 = -351792.001648
  nChanged 27
		SP:Iteration 22Q (44023.850000 sec): 3 clusters
  Score: Raw -354389.554423 + Penalty 2587.558615 = -351801.995808
  nChanged 25
		SP:Iteration 23Q (44023.990000 sec): 3 clusters
  Score: Raw -354399.389570 + Penalty 2587.558615 = -351811.830955
  nChanged 30
		SP:Iteration 24Q (44024.130000 sec): 3 clusters
  Score: Raw -354416.448607 + Penalty 2587.558615 = -351828.889992
  nChanged 29
		SP:Iteration 25Q (44024.270000 sec): 3 clusters
  Score: Raw -354427.479425 + Penalty 2587.558615 = -351839.920810
  nChanged 32
		SP:Iteration 26Q (44024.470000 sec): 3 clusters
  Score: Raw -354439.865385 + Penalty 2587.558615 = -351852.306770
  nChanged 24
		SP:Iteration 27Q (44024.610000 sec): 3 clusters
  Score: Raw -354446.476947 + Penalty 2587.558615 = -351858.918332
  nChanged 18
		SP:Iteration 28Q (44024.750000 sec): 3 clusters
  Score: Raw -354454.658782 + Penalty 2587.558615 = -351867.100167
  nChanged 31
		SP:Iteration 29Q (44024.900000 sec): 3 clusters
  Score: Raw -354472.148018 + Penalty 2587.558615 = -351884.589403
  nChanged 34
		SP:Iteration 30Q (44025.040000 sec): 3 clusters
  Score: Raw -354497.669370 + Penalty 2587.558615 = -351910.110754
  nChanged 33
		SP:Iteration 31Q (44025.190000 sec): 3 clusters
  Score: Raw -354517.407953 + Penalty 2587.558615 = -351929.849338
  nChanged 31
		SP:Iteration 32Q (44025.340000 sec): 3 clusters
  Score: Raw -354533.967300 + Penalty 2587.558615 = -351946.408684
  nChanged 38
		SP:Iteration 33Q (44025.500000 sec): 3 clusters
  Score: Raw -354551.880458 + Penalty 2587.558615 = -351964.321843
  nChanged 30
		SP:Iteration 34Q (44025.660000 sec): 3 clusters
  Score: Raw -354566.642733 + Penalty 2587.558615 = -351979.084117
  nChanged 22
		SP:Iteration 35Q (44025.820000 sec): 3 clusters
  Score: Raw -354579.096929 + Penalty 2587.558615 = -351991.538314
  nChanged 30
		SP:Iteration 36Q (44025.980000 sec): 3 clusters
  Score: Raw -354597.531237 + Penalty 2587.558615 = -352009.972621
  nChanged 23
		SP:Iteration 37Q (44026.140000 sec): 3 clusters
  Score: Raw -354612.440281 + Penalty 2587.558615 = -352024.881665
  nChanged 24
		SP:Iteration 38Q (44026.300000 sec): 3 clusters
  Score: Raw -354625.044691 + Penalty 2587.558615 = -352037.486076
  nChanged 20
		SP:Iteration 39Q (44026.460000 sec): 3 clusters
  Score: Raw -354639.413470 + Penalty 2587.558615 = -352051.854855
  nChanged 20
		SP:Iteration 40F (44026.620000 sec): 3 clusters
  Score: Raw -354652.698747 + Penalty 2587.558615 = -352065.140132
  nChanged 23
		SP:Iteration 41Q (44026.780000 sec): 3 clusters
  Score: Raw -354665.449163 + Penalty 2587.558615 = -352077.890548
  nChanged 19
		SP:Iteration 42Q (44026.940000 sec): 3 clusters
  Score: Raw -354675.247963 + Penalty 2587.558615 = -352087.689348
  nChanged 15
		SP:Iteration 43Q (44027.100000 sec): 3 clusters
  Score: Raw -354681.440761 + Penalty 2587.558615 = -352093.882146
  nChanged 11
		SP:Iteration 44Q (44027.260000 sec): 3 clusters
  Score: Raw -354685.890410 + Penalty 2587.558615 = -352098.331794
  nChanged 5
		SP:Iteration 45Q (44027.430000 sec): 3 clusters
  Score: Raw -354688.320519 + Penalty 2587.558615 = -352100.761904
  nChanged 5
		SP:Iteration 46Q (44027.590000 sec): 3 clusters
  Score: Raw -354691.648500 + Penalty 2587.558615 = -352104.089885
  nChanged 9
		SP:Iteration 47Q (44027.750000 sec): 3 clusters
  Score: Raw -354695.737409 + Penalty 2587.558615 = -352108.178793
  nChanged 7
		SP:Iteration 48Q (44027.910000 sec): 3 clusters
  Score: Raw -354699.251864 + Penalty 2587.558615 = -352111.693249
  nChanged 4
		SP:Iteration 49Q (44028.080000 sec): 3 clusters
  Score: Raw -354700.842760 + Penalty 2587.558615 = -352113.284145
  nChanged 4
		SP:Iteration 50Q (44028.240000 sec): 3 clusters
  Score: Raw -354702.174959 + Penalty 2587.558615 = -352114.616343
  nChanged 2
		SP:Iteration 51Q (44028.410000 sec): 3 clusters
  Score: Raw -354703.351642 + Penalty 2587.558615 = -352115.793026
  nChanged 4
		SP:Iteration 52Q (44028.570000 sec): 3 clusters
  Score: Raw -354705.400210 + Penalty 2587.558615 = -352117.841595
  nChanged 4
		SP:Iteration 53Q (44028.730000 sec): 3 clusters
  Score: Raw -354707.100076 + Penalty 2587.558615 = -352119.541461
  nChanged 6
		SP:Iteration 54Q (44028.890000 sec): 3 clusters
  Score: Raw -354711.357980 + Penalty 2587.558615 = -352123.799365
  nChanged 6
		SP:Iteration 55Q (44029.060000 sec): 3 clusters
  Score: Raw -354714.583354 + Penalty 2587.558615 = -352127.024739
  nChanged 4
		SP:Iteration 56Q (44029.220000 sec): 3 clusters
  Score: Raw -354715.896308 + Penalty 2587.558615 = -352128.337693
  nChanged 1
		SP:Iteration 57Q (44029.380000 sec): 3 clusters
  Score: Raw -354717.017137 + Penalty 2587.558615 = -352129.458522
  nChanged 3
		SP:Iteration 58Q (44029.550000 sec): 3 clusters
  Score: Raw -354720.320722 + Penalty 2587.558615 = -352132.762107
  nChanged 3
		SP:Iteration 59Q (44029.710000 sec): 3 clusters
  Score: Raw -354722.178813 + Penalty 2587.558615 = -352134.620197
  nChanged 6
		SP:Iteration 60F (44029.870000 sec): 3 clusters
  Score: Raw -354726.666678 + Penalty 2587.558615 = -352139.108063
  nChanged 6
		SP:Iteration 61Q (44030.040000 sec): 3 clusters
  Score: Raw -354731.310070 + Penalty 2587.558615 = -352143.751455
  nChanged 5
		SP:Iteration 62Q (44030.200000 sec): 3 clusters
  Score: Raw -354735.645819 + Penalty 2587.558615 = -352148.087204
  nChanged 6
		SP:Iteration 63Q (44030.370000 sec): 3 clusters
  Score: Raw -354739.918208 + Penalty 2587.558615 = -352152.359592
  nChanged 8
		SP:Iteration 64Q (44030.530000 sec): 3 clusters
  Score: Raw -354744.448491 + Penalty 2587.558615 = -352156.889876
  nChanged 1
		SP:Iteration 65Q (44030.690000 sec): 3 clusters
  Score: Raw -354744.890406 + Penalty 2587.558615 = -352157.331790
  nChanged 3
		SP:Iteration 66Q (44030.850000 sec): 3 clusters
  Score: Raw -354746.837522 + Penalty 2587.558615 = -352159.278907
  nChanged 2
		SP:Iteration 67Q (44031.010000 sec): 3 clusters
  Score: Raw -354748.912015 + Penalty 2587.558615 = -352161.353399
  nChanged 3
		SP:Iteration 68Q (44031.170000 sec): 3 clusters
  Score: Raw -354749.947071 + Penalty 2587.558615 = -352162.388456
  nChanged 3
		SP:Iteration 69Q (44031.330000 sec): 3 clusters
  Score: Raw -354751.755088 + Penalty 2587.558615 = -352164.196472
  nChanged 4
		SP:Iteration 70Q (44031.490000 sec): 3 clusters
  Score: Raw -354754.028383 + Penalty 2587.558615 = -352166.469768
  nChanged 2
		SP:Iteration 71Q (44031.650000 sec): 3 clusters
  Score: Raw -354754.481011 + Penalty 2587.558615 = -352166.922396
  nChanged 1
		SP:Iteration 72Q (44031.810000 sec): 3 clusters
  Score: Raw -354755.307590 + Penalty 2587.558615 = -352167.748975
  nChanged 1
		SP:Iteration 73Q (44032.040000 sec): 3 clusters
  Score: Raw -354757.081870 + Penalty 2587.558615 = -352169.523255
  nChanged 3
		SP:Iteration 74Q (44032.250000 sec): 3 clusters
  Score: Raw -354759.286165 + Penalty 2587.558615 = -352171.727550
  nChanged 4
		SP:Iteration 75Q (44032.440000 sec): 3 clusters
  Score: Raw -354762.615299 + Penalty 2587.558615 = -352175.056684
  nChanged 5
		SP:Iteration 76Q (44032.580000 sec): 3 clusters
  Score: Raw -354769.071117 + Penalty 2587.558615 = -352181.512502
  nChanged 3
		SP:Iteration 77Q (44032.770000 sec): 3 clusters
  Score: Raw -354771.085259 + Penalty 2587.558615 = -352183.526644
  nChanged 2
		SP:Iteration 78Q (44032.950000 sec): 3 clusters
  Score: Raw -354771.659677 + Penalty 2587.558615 = -352184.101061
  nChanged 0
		SP:Iteration 79F (44033.140000 sec): 3 clusters
  Score: Raw -354771.659677 + Penalty 2587.558615 = -352184.101061
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 46 (3255 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (44033.270000 sec): 2 clusters
  Score: Raw -403204.784668 + Penalty 1314.291478 = -401890.493190
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (44033.500000 sec): 3 clusters
  Score: Raw -401629.830625 + Penalty 2628.582955 = -399001.247670
  nChanged 1237
		SP:Iteration 1F (44033.730000 sec): 3 clusters
  Score: Raw -402324.973047 + Penalty 2628.582955 = -399696.390092
  nChanged 211
		SP:Iteration 2F (44033.910000 sec): 3 clusters
  Score: Raw -402434.126551 + Penalty 2628.582955 = -399805.543596
  nChanged 132
		SP:Iteration 3Q (44034.080000 sec): 3 clusters
  Score: Raw -402491.910895 + Penalty 2628.582955 = -399863.327940
  nChanged 76
		SP:Iteration 4Q (44034.210000 sec): 3 clusters
  Score: Raw -402519.342510 + Penalty 2628.582955 = -399890.759555
  nChanged 62
		SP:Iteration 5Q (44034.390000 sec): 3 clusters
  Score: Raw -402543.725308 + Penalty 2628.582955 = -399915.142352
  nChanged 43
		SP:Iteration 6Q (44034.570000 sec): 3 clusters
  Score: Raw -402560.080628 + Penalty 2628.582955 = -399931.497673
  nChanged 45
		SP:Iteration 7Q (44034.720000 sec): 3 clusters
  Score: Raw -402578.803012 + Penalty 2628.582955 = -399950.220057
  nChanged 41
		SP:Iteration 8Q (44034.920000 sec): 3 clusters
  Score: Raw -402592.065938 + Penalty 2628.582955 = -399963.482983
  nChanged 33
		SP:Iteration 9Q (44035.060000 sec): 3 clusters
  Score: Raw -402603.860718 + Penalty 2628.582955 = -399975.277762
  nChanged 36
		SP:Iteration 10Q (44035.260000 sec): 3 clusters
  Score: Raw -402620.789987 + Penalty 2628.582955 = -399992.207032
  nChanged 34
		SP:Iteration 11Q (44035.450000 sec): 3 clusters
  Score: Raw -402632.949865 + Penalty 2628.582955 = -400004.366910
  nChanged 34
		SP:Iteration 12Q (44035.640000 sec): 3 clusters
  Score: Raw -402641.860632 + Penalty 2628.582955 = -400013.277677
  nChanged 19
		SP:Iteration 13Q (44035.830000 sec): 3 clusters
  Score: Raw -402649.356182 + Penalty 2628.582955 = -400020.773227
  nChanged 20
		SP:Iteration 14Q (44036.040000 sec): 3 clusters
  Score: Raw -402654.783954 + Penalty 2628.582955 = -400026.200999
  nChanged 18
		SP:Iteration 15Q (44036.200000 sec): 3 clusters
  Score: Raw -402661.518431 + Penalty 2628.582955 = -400032.935476
  nChanged 22
		SP:Iteration 16Q (44036.420000 sec): 3 clusters
  Score: Raw -402669.712453 + Penalty 2628.582955 = -400041.129498
  nChanged 33
		SP:Iteration 17Q (44036.650000 sec): 3 clusters
  Score: Raw -402683.478561 + Penalty 2628.582955 = -400054.895605
  nChanged 36
		SP:Iteration 18Q (44036.810000 sec): 3 clusters
  Score: Raw -402696.425229 + Penalty 2628.582955 = -400067.842273
  nChanged 30
		SP:Iteration 19Q (44036.950000 sec): 3 clusters
  Score: Raw -402707.092520 + Penalty 2628.582955 = -400078.509565
  nChanged 29
		SP:Iteration 20F (44037.160000 sec): 3 clusters
  Score: Raw -402716.949454 + Penalty 2628.582955 = -400088.366499
  nChanged 24
		SP:Iteration 21Q (44037.370000 sec): 3 clusters
  Score: Raw -402724.223684 + Penalty 2628.582955 = -400095.640729
  nChanged 25
		SP:Iteration 22Q (44037.580000 sec): 3 clusters
  Score: Raw -402733.168588 + Penalty 2628.582955 = -400104.585633
  nChanged 26
		SP:Iteration 23Q (44037.780000 sec): 3 clusters
  Score: Raw -402741.761709 + Penalty 2628.582955 = -400113.178754
  nChanged 26
		SP:Iteration 24Q (44037.920000 sec): 3 clusters
  Score: Raw -402753.496059 + Penalty 2628.582955 = -400124.913104
  nChanged 23
		SP:Iteration 25Q (44038.050000 sec): 3 clusters
  Score: Raw -402763.561795 + Penalty 2628.582955 = -400134.978840
  nChanged 28
		SP:Iteration 26Q (44038.180000 sec): 3 clusters
  Score: Raw -402774.946079 + Penalty 2628.582955 = -400146.363124
  nChanged 24
		SP:Iteration 27Q (44038.310000 sec): 3 clusters
  Score: Raw -402783.801775 + Penalty 2628.582955 = -400155.218820
  nChanged 28
		SP:Iteration 28Q (44038.470000 sec): 3 clusters
  Score: Raw -402792.114887 + Penalty 2628.582955 = -400163.531932
  nChanged 27
		SP:Iteration 29Q (44038.590000 sec): 3 clusters
  Score: Raw -402800.849999 + Penalty 2628.582955 = -400172.267044
  nChanged 26
		SP:Iteration 30Q (44038.730000 sec): 3 clusters
  Score: Raw -402808.939489 + Penalty 2628.582955 = -400180.356534
  nChanged 28
		SP:Iteration 31Q (44038.900000 sec): 3 clusters
  Score: Raw -402818.896137 + Penalty 2628.582955 = -400190.313182
  nChanged 30
		SP:Iteration 32Q (44039.060000 sec): 3 clusters
  Score: Raw -402828.027642 + Penalty 2628.582955 = -400199.444687
  nChanged 26
		SP:Iteration 33Q (44039.270000 sec): 3 clusters
  Score: Raw -402839.557031 + Penalty 2628.582955 = -400210.974076
  nChanged 27
		SP:Iteration 34Q (44039.450000 sec): 3 clusters
  Score: Raw -402850.866102 + Penalty 2628.582955 = -400222.283146
  nChanged 24
		SP:Iteration 35Q (44039.590000 sec): 3 clusters
  Score: Raw -402858.475064 + Penalty 2628.582955 = -400229.892109
  nChanged 32
		SP:Iteration 36Q (44039.720000 sec): 3 clusters
  Score: Raw -402869.393899 + Penalty 2628.582955 = -400240.810944
  nChanged 36
		SP:Iteration 37Q (44039.890000 sec): 3 clusters
  Score: Raw -402881.888804 + Penalty 2628.582955 = -400253.305849
  nChanged 38
		SP:Iteration 38Q (44040.060000 sec): 3 clusters
  Score: Raw -402896.863071 + Penalty 2628.582955 = -400268.280116
  nChanged 41
		SP:Iteration 39Q (44040.220000 sec): 3 clusters
  Score: Raw -402915.692692 + Penalty 2628.582955 = -400287.109737
  nChanged 46
		SP:Iteration 40F (44040.480000 sec): 3 clusters
  Score: Raw -402938.981415 + Penalty 2628.582955 = -400310.398460
  nChanged 55
		SP:Iteration 41Q (44040.690000 sec): 3 clusters
  Score: Raw -402964.250151 + Penalty 2628.582955 = -400335.667196
  nChanged 44
		SP:Iteration 42Q (44040.910000 sec): 3 clusters
  Score: Raw -402985.030554 + Penalty 2628.582955 = -400356.447598
  nChanged 42
		SP:Iteration 43Q (44041.040000 sec): 3 clusters
  Score: Raw -403008.067009 + Penalty 2628.582955 = -400379.484054
  nChanged 52
		SP:Iteration 44Q (44041.200000 sec): 3 clusters
  Score: Raw -403032.731059 + Penalty 2628.582955 = -400404.148104
  nChanged 47
		SP:Iteration 45Q (44041.390000 sec): 3 clusters
  Score: Raw -403053.794790 + Penalty 2628.582955 = -400425.211834
  nChanged 48
		SP:Iteration 46Q (44041.590000 sec): 3 clusters
  Score: Raw -403078.267532 + Penalty 2628.582955 = -400449.684576
  nChanged 40
		SP:Iteration 47Q (44041.760000 sec): 3 clusters
  Score: Raw -403098.065726 + Penalty 2628.582955 = -400469.482770
  nChanged 41
		SP:Iteration 48Q (44041.950000 sec): 3 clusters
  Score: Raw -403119.197560 + Penalty 2628.582955 = -400490.614605
  nChanged 42
		SP:Iteration 49Q (44042.110000 sec): 3 clusters
  Score: Raw -403144.749753 + Penalty 2628.582955 = -400516.166798
  nChanged 36
		SP:Iteration 50Q (44042.280000 sec): 3 clusters
  Score: Raw -403163.019350 + Penalty 2628.582955 = -400534.436395
  nChanged 22
		SP:Iteration 51Q (44042.470000 sec): 3 clusters
  Score: Raw -403178.324126 + Penalty 2628.582955 = -400549.741171
  nChanged 28
		SP:Iteration 52Q (44042.610000 sec): 3 clusters
  Score: Raw -403200.342256 + Penalty 2628.582955 = -400571.759301
  nChanged 24
		SP:Iteration 53Q (44042.780000 sec): 3 clusters
  Score: Raw -403217.596551 + Penalty 2628.582955 = -400589.013596
  nChanged 27
		SP:Iteration 54Q (44042.970000 sec): 3 clusters
  Score: Raw -403236.445106 + Penalty 2628.582955 = -400607.862151
  nChanged 14
		SP:Iteration 55Q (44043.210000 sec): 3 clusters
  Score: Raw -403247.611892 + Penalty 2628.582955 = -400619.028937
  nChanged 11
		SP:Iteration 56Q (44043.380000 sec): 3 clusters
  Score: Raw -403254.647102 + Penalty 2628.582955 = -400626.064147
  nChanged 10
		SP:Iteration 57Q (44043.480000 sec): 3 clusters
  Score: Raw -403264.563101 + Penalty 2628.582955 = -400635.980146
  nChanged 9
		SP:Iteration 58Q (44043.640000 sec): 3 clusters
  Score: Raw -403272.319221 + Penalty 2628.582955 = -400643.736266
  nChanged 7
		SP:Iteration 59Q (44043.810000 sec): 3 clusters
  Score: Raw -403277.972120 + Penalty 2628.582955 = -400649.389165
  nChanged 8
		SP:Iteration 60F (44043.970000 sec): 3 clusters
  Score: Raw -403283.300957 + Penalty 2628.582955 = -400654.718001
  nChanged 12
		SP:Iteration 61Q (44044.170000 sec): 3 clusters
  Score: Raw -403292.194801 + Penalty 2628.582955 = -400663.611846
  nChanged 13
		SP:Iteration 62Q (44044.340000 sec): 3 clusters
  Score: Raw -403301.904707 + Penalty 2628.582955 = -400673.321751
  nChanged 8
		SP:Iteration 63Q (44044.470000 sec): 3 clusters
  Score: Raw -403307.592623 + Penalty 2628.582955 = -400679.009668
  nChanged 6
		SP:Iteration 64Q (44044.630000 sec): 3 clusters
  Score: Raw -403311.558590 + Penalty 2628.582955 = -400682.975634
  nChanged 2
		SP:Iteration 65Q (44044.770000 sec): 3 clusters
  Score: Raw -403312.444214 + Penalty 2628.582955 = -400683.861259
  nChanged 0
		SP:Iteration 66F (44044.890000 sec): 3 clusters
  Score: Raw -403312.444214 + Penalty 2628.582955 = -400683.861259
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 47 (1529 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (44044.980000 sec): 2 clusters
  Score: Raw -182359.592875 + Penalty 1191.509996 = -181168.082879
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (44045.080000 sec): 3 clusters
  Score: Raw -181811.895477 + Penalty 2383.019992 = -179428.875485
  nChanged 488
		SP:Iteration 1F (44045.260000 sec): 3 clusters
  Score: Raw -182144.046764 + Penalty 2383.019992 = -179761.026772
  nChanged 105
		SP:Iteration 2F (44045.390000 sec): 3 clusters
  Score: Raw -182227.241303 + Penalty 2383.019992 = -179844.221311
  nChanged 63
		SP:Iteration 3Q (44045.570000 sec): 3 clusters
  Score: Raw -182270.339396 + Penalty 2383.019992 = -179887.319404
  nChanged 47
		SP:Iteration 4Q (44045.700000 sec): 3 clusters
  Score: Raw -182306.891297 + Penalty 2383.019992 = -179923.871305
  nChanged 36
		SP:Iteration 5Q (44045.810000 sec): 3 clusters
  Score: Raw -182329.086804 + Penalty 2383.019992 = -179946.066813
  nChanged 21
		SP:Iteration 6Q (44045.930000 sec): 3 clusters
  Score: Raw -182340.367809 + Penalty 2383.019992 = -179957.347817
  nChanged 12
		SP:Iteration 7Q (44046.050000 sec): 3 clusters
  Score: Raw -182345.303576 + Penalty 2383.019992 = -179962.283584
  nChanged 4
		SP:Iteration 8Q (44046.260000 sec): 3 clusters
  Score: Raw -182346.133560 + Penalty 2383.019992 = -179963.113568
  nChanged 5
		SP:Iteration 9Q (44046.410000 sec): 3 clusters
  Score: Raw -182348.458535 + Penalty 2383.019992 = -179965.438543
  nChanged 2
		SP:Iteration 10Q (44046.550000 sec): 3 clusters
  Score: Raw -182349.297738 + Penalty 2383.019992 = -179966.277746
  nChanged 1
		SP:Iteration 11Q (44046.710000 sec): 3 clusters
  Score: Raw -182350.613054 + Penalty 2383.019992 = -179967.593062
  nChanged 2
		SP:Iteration 12Q (44046.940000 sec): 3 clusters
  Score: Raw -182351.673571 + Penalty 2383.019992 = -179968.653579
  nChanged 2
		SP:Iteration 13Q (44047.150000 sec): 3 clusters
  Score: Raw -182353.385656 + Penalty 2383.019992 = -179970.365664
  nChanged 7
		SP:Iteration 14Q (44047.310000 sec): 3 clusters
  Score: Raw -182356.410308 + Penalty 2383.019992 = -179973.390316
  nChanged 8
		SP:Iteration 15Q (44047.530000 sec): 3 clusters
  Score: Raw -182359.880139 + Penalty 2383.019992 = -179976.860147
  nChanged 10
		SP:Iteration 16Q (44047.710000 sec): 3 clusters
  Score: Raw -182365.570131 + Penalty 2383.019992 = -179982.550139
  nChanged 8
		SP:Iteration 17Q (44047.890000 sec): 3 clusters
  Score: Raw -182368.716930 + Penalty 2383.019992 = -179985.696938
  nChanged 5
		SP:Iteration 18Q (44048.090000 sec): 3 clusters
  Score: Raw -182373.139616 + Penalty 2383.019992 = -179990.119625
  nChanged 7
		SP:Iteration 19Q (44048.260000 sec): 3 clusters
  Score: Raw -182378.141858 + Penalty 2383.019992 = -179995.121866
  nChanged 9
		SP:Iteration 20F (44048.390000 sec): 3 clusters
  Score: Raw -182382.322709 + Penalty 2383.019992 = -179999.302717
  nChanged 9
		SP:Iteration 21Q (44048.560000 sec): 3 clusters
  Score: Raw -182386.386288 + Penalty 2383.019992 = -180003.366296
  nChanged 6
		SP:Iteration 22Q (44048.760000 sec): 3 clusters
  Score: Raw -182388.696291 + Penalty 2383.019992 = -180005.676299
  nChanged 10
		SP:Iteration 23Q (44048.860000 sec): 3 clusters
  Score: Raw -182393.663559 + Penalty 2383.019992 = -180010.643568
  nChanged 5
		SP:Iteration 24Q (44049.060000 sec): 3 clusters
  Score: Raw -182396.077404 + Penalty 2383.019992 = -180013.057412
  nChanged 8
		SP:Iteration 25Q (44049.200000 sec): 3 clusters
  Score: Raw -182399.504587 + Penalty 2383.019992 = -180016.484595
  nChanged 8
		SP:Iteration 26Q (44049.390000 sec): 3 clusters
  Score: Raw -182403.265631 + Penalty 2383.019992 = -180020.245639
  nChanged 1
		SP:Iteration 27Q (44049.610000 sec): 3 clusters
  Score: Raw -182404.186332 + Penalty 2383.019992 = -180021.166340
  nChanged 2
		SP:Iteration 28Q (44049.840000 sec): 3 clusters
  Score: Raw -182405.437419 + Penalty 2383.019992 = -180022.417427
  nChanged 2
		SP:Iteration 29Q (44050.010000 sec): 3 clusters
  Score: Raw -182406.347666 + Penalty 2383.019992 = -180023.327674
  nChanged 3
		SP:Iteration 30Q (44050.170000 sec): 3 clusters
  Score: Raw -182407.783343 + Penalty 2383.019992 = -180024.763351
  nChanged 3
		SP:Iteration 31Q (44050.340000 sec): 3 clusters
  Score: Raw -182408.868774 + Penalty 2383.019992 = -180025.848782
  nChanged 3
		SP:Iteration 32Q (44050.520000 sec): 3 clusters
  Score: Raw -182410.324769 + Penalty 2383.019992 = -180027.304777
  nChanged 9
		SP:Iteration 33Q (44050.720000 sec): 3 clusters
  Score: Raw -182416.249228 + Penalty 2383.019992 = -180033.229236
  nChanged 8
		SP:Iteration 34Q (44050.920000 sec): 3 clusters
  Score: Raw -182419.561961 + Penalty 2383.019992 = -180036.541970
  nChanged 3
		SP:Iteration 35Q (44051.090000 sec): 3 clusters
  Score: Raw -182420.759495 + Penalty 2383.019992 = -180037.739503
  nChanged 1
		SP:Iteration 36Q (44051.310000 sec): 3 clusters
  Score: Raw -182421.433483 + Penalty 2383.019992 = -180038.413491
  nChanged 3
		SP:Iteration 37Q (44051.460000 sec): 3 clusters
  Score: Raw -182423.297376 + Penalty 2383.019992 = -180040.277384
  nChanged 5
		SP:Iteration 38Q (44051.640000 sec): 3 clusters
  Score: Raw -182425.120862 + Penalty 2383.019992 = -180042.100870
  nChanged 3
		SP:Iteration 39Q (44051.840000 sec): 3 clusters
  Score: Raw -182426.592606 + Penalty 2383.019992 = -180043.572614
  nChanged 1
		SP:Iteration 40F (44052.040000 sec): 3 clusters
  Score: Raw -182426.822768 + Penalty 2383.019992 = -180043.802776
  nChanged 2
		SP:Iteration 41Q (44052.250000 sec): 3 clusters
  Score: Raw -182427.374147 + Penalty 2383.019992 = -180044.354155
  nChanged 0
		SP:Iteration 42F (44052.480000 sec): 3 clusters
  Score: Raw -182427.374147 + Penalty 2383.019992 = -180044.354155
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 48 (1271 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (44052.570000 sec): 2 clusters
  Score: Raw -149713.174754 + Penalty 1161.478382 = -148551.696372
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (44052.760000 sec): 3 clusters
  Score: Raw -149284.167768 + Penalty 2322.956763 = -146961.211004
  nChanged 411
		SP:Iteration 1F (44052.900000 sec): 3 clusters
  Score: Raw -149630.557804 + Penalty 2322.956763 = -147307.601041
  nChanged 121
		SP:Iteration 2F (44053.050000 sec): 3 clusters
  Score: Raw -149800.213725 + Penalty 2322.956763 = -147477.256961
  nChanged 93
		SP:Iteration 3F (44053.220000 sec): 3 clusters
  Score: Raw -149949.877996 + Penalty 2322.956763 = -147626.921233
  nChanged 81
		SP:Iteration 4F (44053.360000 sec): 3 clusters
  Score: Raw -150072.123964 + Penalty 2322.956763 = -147749.167201
  nChanged 74
		SP:Iteration 5F (44053.480000 sec): 3 clusters
  Score: Raw -150199.271574 + Penalty 2322.956763 = -147876.314811
  nChanged 62
		SP:Iteration 6Q (44053.650000 sec): 3 clusters
  Score: Raw -150304.754666 + Penalty 2322.956763 = -147981.797902
  nChanged 40
		SP:Iteration 7Q (44053.790000 sec): 3 clusters
  Score: Raw -150392.710768 + Penalty 2322.956763 = -148069.754005
  nChanged 39
		SP:Iteration 8Q (44053.880000 sec): 3 clusters
  Score: Raw -150536.230594 + Penalty 2322.956763 = -148213.273831
  nChanged 36
		SP:Iteration 9Q (44054.020000 sec): 3 clusters
  Score: Raw -150588.953788 + Penalty 2322.956763 = -148265.997025
  nChanged 17
		SP:Iteration 10Q (44054.150000 sec): 3 clusters
  Score: Raw -150610.398457 + Penalty 2322.956763 = -148287.441694
  nChanged 9
		SP:Iteration 11Q (44054.280000 sec): 3 clusters
  Score: Raw -150619.363388 + Penalty 2322.956763 = -148296.406625
  nChanged 6
		SP:Iteration 12Q (44054.440000 sec): 3 clusters
  Score: Raw -150625.408822 + Penalty 2322.956763 = -148302.452059
  nChanged 2
		SP:Iteration 13Q (44054.640000 sec): 3 clusters
  Score: Raw -150627.659282 + Penalty 2322.956763 = -148304.702519
  nChanged 0
		SP:Iteration 14F (44054.810000 sec): 3 clusters
  Score: Raw -150627.659282 + Penalty 2322.956763 = -148304.702519
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 50 (8306 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (44054.920000 sec): 2 clusters
  Score: Raw -1007354.192784 + Penalty 1466.519181 = -1005887.673602
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (44055.140000 sec): 3 clusters
  Score: Raw -1002660.260611 + Penalty 2933.038363 = -999727.222248
  nChanged 3600
		SP:Iteration 1F (44055.400000 sec): 3 clusters
  Score: Raw -1004640.090237 + Penalty 2933.038363 = -1001707.051874
  nChanged 526
		SP:Iteration 2F (44055.550000 sec): 3 clusters
  Score: Raw -1004878.980350 + Penalty 2933.038363 = -1001945.941987
  nChanged 437
		SP:Iteration 3F (44055.730000 sec): 3 clusters
  Score: Raw -1005069.939409 + Penalty 2933.038363 = -1002136.901046
  nChanged 347
		SP:Iteration 4Q (44055.950000 sec): 3 clusters
  Score: Raw -1005204.608111 + Penalty 2933.038363 = -1002271.569748
  nChanged 308
		SP:Iteration 5Q (44056.190000 sec): 3 clusters
  Score: Raw -1005332.623483 + Penalty 2933.038363 = -1002399.585120
  nChanged 306
		SP:Iteration 6Q (44056.470000 sec): 3 clusters
  Score: Raw -1005450.804818 + Penalty 2933.038363 = -1002517.766455
  nChanged 269
		SP:Iteration 7Q (44056.720000 sec): 3 clusters
  Score: Raw -1005572.810701 + Penalty 2933.038363 = -1002639.772338
  nChanged 293
		SP:Iteration 8Q (44056.920000 sec): 3 clusters
  Score: Raw -1005698.902348 + Penalty 2933.038363 = -1002765.863986
  nChanged 274
		SP:Iteration 9Q (44057.190000 sec): 3 clusters
  Score: Raw -1005823.841305 + Penalty 2933.038363 = -1002890.802942
  nChanged 279
		SP:Iteration 10Q (44057.370000 sec): 3 clusters
  Score: Raw -1005953.982706 + Penalty 2933.038363 = -1003020.944343
  nChanged 255
		SP:Iteration 11Q (44057.620000 sec): 3 clusters
  Score: Raw -1006064.829633 + Penalty 2933.038363 = -1003131.791270
  nChanged 224
		SP:Iteration 12Q (44057.890000 sec): 3 clusters
  Score: Raw -1006160.570301 + Penalty 2933.038363 = -1003227.531939
  nChanged 219
		SP:Iteration 13Q (44058.110000 sec): 3 clusters
  Score: Raw -1006264.396718 + Penalty 2933.038363 = -1003331.358355
  nChanged 226
		SP:Iteration 14Q (44058.280000 sec): 3 clusters
  Score: Raw -1006386.344878 + Penalty 2933.038363 = -1003453.306515
  nChanged 218
		SP:Iteration 15Q (44058.500000 sec): 3 clusters
  Score: Raw -1006511.445788 + Penalty 2933.038363 = -1003578.407425
  nChanged 220
		SP:Iteration 16Q (44058.650000 sec): 3 clusters
  Score: Raw -1006611.760221 + Penalty 2933.038363 = -1003678.721858
  nChanged 195
		SP:Iteration 17Q (44058.880000 sec): 3 clusters
  Score: Raw -1006701.303799 + Penalty 2933.038363 = -1003768.265436
  nChanged 172
		SP:Iteration 18Q (44059.090000 sec): 3 clusters
  Score: Raw -1006773.878204 + Penalty 2933.038363 = -1003840.839841
  nChanged 134
		SP:Iteration 19Q (44059.330000 sec): 3 clusters
  Score: Raw -1006829.453967 + Penalty 2933.038363 = -1003896.415605
  nChanged 121
		SP:Iteration 20F (44059.560000 sec): 3 clusters
  Score: Raw -1006869.313089 + Penalty 2933.038363 = -1003936.274726
  nChanged 87
		SP:Iteration 21Q (44059.760000 sec): 3 clusters
  Score: Raw -1006895.699458 + Penalty 2933.038363 = -1003962.661095
  nChanged 72
		SP:Iteration 22Q (44060.010000 sec): 3 clusters
  Score: Raw -1006913.663889 + Penalty 2933.038363 = -1003980.625526
  nChanged 61
		SP:Iteration 23Q (44060.190000 sec): 3 clusters
  Score: Raw -1006927.514873 + Penalty 2933.038363 = -1003994.476510
  nChanged 55
		SP:Iteration 24Q (44060.360000 sec): 3 clusters
  Score: Raw -1006942.156924 + Penalty 2933.038363 = -1004009.118561
  nChanged 55
		SP:Iteration 25Q (44060.620000 sec): 3 clusters
  Score: Raw -1006955.457413 + Penalty 2933.038363 = -1004022.419050
  nChanged 48
		SP:Iteration 26Q (44060.800000 sec): 3 clusters
  Score: Raw -1006964.618531 + Penalty 2933.038363 = -1004031.580169
  nChanged 34
		SP:Iteration 27Q (44061.000000 sec): 3 clusters
  Score: Raw -1006970.246995 + Penalty 2933.038363 = -1004037.208632
  nChanged 23
		SP:Iteration 28Q (44061.240000 sec): 3 clusters
  Score: Raw -1006974.423733 + Penalty 2933.038363 = -1004041.385370
  nChanged 26
		SP:Iteration 29Q (44061.460000 sec): 3 clusters
  Score: Raw -1006979.070277 + Penalty 2933.038363 = -1004046.031914
  nChanged 26
		SP:Iteration 30Q (44061.680000 sec): 3 clusters
  Score: Raw -1006983.128181 + Penalty 2933.038363 = -1004050.089818
  nChanged 25
		SP:Iteration 31Q (44061.930000 sec): 3 clusters
  Score: Raw -1006987.376441 + Penalty 2933.038363 = -1004054.338078
  nChanged 17
		SP:Iteration 32Q (44062.140000 sec): 3 clusters
  Score: Raw -1006992.080625 + Penalty 2933.038363 = -1004059.042262
  nChanged 26
		SP:Iteration 33Q (44062.380000 sec): 3 clusters
  Score: Raw -1006997.665472 + Penalty 2933.038363 = -1004064.627109
  nChanged 22
		SP:Iteration 34Q (44062.630000 sec): 3 clusters
  Score: Raw -1007002.051858 + Penalty 2933.038363 = -1004069.013495
  nChanged 21
		SP:Iteration 35Q (44062.840000 sec): 3 clusters
  Score: Raw -1007006.390261 + Penalty 2933.038363 = -1004073.351898
  nChanged 23
		SP:Iteration 36Q (44063.020000 sec): 3 clusters
  Score: Raw -1007011.537179 + Penalty 2933.038363 = -1004078.498816
  nChanged 22
		SP:Iteration 37Q (44063.200000 sec): 3 clusters
  Score: Raw -1007015.235059 + Penalty 2933.038363 = -1004082.196696
  nChanged 11
		SP:Iteration 38Q (44063.470000 sec): 3 clusters
  Score: Raw -1007016.847000 + Penalty 2933.038363 = -1004083.808638
  nChanged 18
		SP:Iteration 39Q (44063.700000 sec): 3 clusters
  Score: Raw -1007019.406992 + Penalty 2933.038363 = -1004086.368629
  nChanged 13
		SP:Iteration 40F (44063.890000 sec): 3 clusters
  Score: Raw -1007020.880639 + Penalty 2933.038363 = -1004087.842277
  nChanged 12
		SP:Iteration 41Q (44064.140000 sec): 3 clusters
  Score: Raw -1007022.359880 + Penalty 2933.038363 = -1004089.321517
  nChanged 6
		SP:Iteration 42Q (44064.380000 sec): 3 clusters
  Score: Raw -1007022.863403 + Penalty 2933.038363 = -1004089.825040
  nChanged 11
		SP:Iteration 43Q (44064.570000 sec): 3 clusters
  Score: Raw -1007025.210010 + Penalty 2933.038363 = -1004092.171647
  nChanged 13
		SP:Iteration 44Q (44064.750000 sec): 3 clusters
  Score: Raw -1007028.428759 + Penalty 2933.038363 = -1004095.390396
  nChanged 19
		SP:Iteration 45Q (44064.980000 sec): 3 clusters
  Score: Raw -1007032.210524 + Penalty 2933.038363 = -1004099.172161
  nChanged 22
		SP:Iteration 46Q (44065.180000 sec): 3 clusters
  Score: Raw -1007036.002606 + Penalty 2933.038363 = -1004102.964244
  nChanged 22
		SP:Iteration 47Q (44065.380000 sec): 3 clusters
  Score: Raw -1007040.249294 + Penalty 2933.038363 = -1004107.210931
  nChanged 22
		SP:Iteration 48Q (44065.590000 sec): 3 clusters
  Score: Raw -1007043.970513 + Penalty 2933.038363 = -1004110.932150
  nChanged 16
		SP:Iteration 49Q (44065.790000 sec): 3 clusters
  Score: Raw -1007046.215806 + Penalty 2933.038363 = -1004113.177443
  nChanged 16
		SP:Iteration 50Q (44066.000000 sec): 3 clusters
  Score: Raw -1007048.751920 + Penalty 2933.038363 = -1004115.713557
  nChanged 18
		SP:Iteration 51Q (44066.230000 sec): 3 clusters
  Score: Raw -1007050.586210 + Penalty 2933.038363 = -1004117.547847
  nChanged 11
		SP:Iteration 52Q (44066.500000 sec): 3 clusters
  Score: Raw -1007052.373049 + Penalty 2933.038363 = -1004119.334686
  nChanged 17
		SP:Iteration 53Q (44066.690000 sec): 3 clusters
  Score: Raw -1007055.131342 + Penalty 2933.038363 = -1004122.092979
  nChanged 10
		SP:Iteration 54Q (44066.920000 sec): 3 clusters
  Score: Raw -1007056.718177 + Penalty 2933.038363 = -1004123.679815
  nChanged 19
		SP:Iteration 55Q (44067.150000 sec): 3 clusters
  Score: Raw -1007060.025793 + Penalty 2933.038363 = -1004126.987430
  nChanged 21
		SP:Iteration 56Q (44067.360000 sec): 3 clusters
  Score: Raw -1007063.042952 + Penalty 2933.038363 = -1004130.004590
  nChanged 20
		SP:Iteration 57Q (44067.550000 sec): 3 clusters
  Score: Raw -1007065.294959 + Penalty 2933.038363 = -1004132.256596
  nChanged 17
		SP:Iteration 58Q (44067.750000 sec): 3 clusters
  Score: Raw -1007068.289159 + Penalty 2933.038363 = -1004135.250797
  nChanged 20
		SP:Iteration 59Q (44067.960000 sec): 3 clusters
  Score: Raw -1007071.812604 + Penalty 2933.038363 = -1004138.774241
  nChanged 19
		SP:Iteration 60F (44068.130000 sec): 3 clusters
  Score: Raw -1007074.759338 + Penalty 2933.038363 = -1004141.720975
  nChanged 15
		SP:Iteration 61Q (44068.350000 sec): 3 clusters
  Score: Raw -1007077.026313 + Penalty 2933.038363 = -1004143.987950
  nChanged 12
		SP:Iteration 62Q (44068.630000 sec): 3 clusters
  Score: Raw -1007078.953875 + Penalty 2933.038363 = -1004145.915513
  nChanged 16
		SP:Iteration 63Q (44068.860000 sec): 3 clusters
  Score: Raw -1007081.343563 + Penalty 2933.038363 = -1004148.305200
  nChanged 15
		SP:Iteration 64Q (44069.080000 sec): 3 clusters
  Score: Raw -1007084.179226 + Penalty 2933.038363 = -1004151.140863
  nChanged 17
		SP:Iteration 65Q (44069.330000 sec): 3 clusters
  Score: Raw -1007087.757672 + Penalty 2933.038363 = -1004154.719309
  nChanged 19
		SP:Iteration 66Q (44069.600000 sec): 3 clusters
  Score: Raw -1007091.502989 + Penalty 2933.038363 = -1004158.464626
  nChanged 16
		SP:Iteration 67Q (44069.790000 sec): 3 clusters
  Score: Raw -1007094.342167 + Penalty 2933.038363 = -1004161.303804
  nChanged 12
		SP:Iteration 68Q (44070.010000 sec): 3 clusters
  Score: Raw -1007096.429706 + Penalty 2933.038363 = -1004163.391344
  nChanged 7
		SP:Iteration 69Q (44070.260000 sec): 3 clusters
  Score: Raw -1007097.144766 + Penalty 2933.038363 = -1004164.106403
  nChanged 6
		SP:Iteration 70Q (44070.390000 sec): 3 clusters
  Score: Raw -1007097.834071 + Penalty 2933.038363 = -1004164.795708
  nChanged 6
		SP:Iteration 71Q (44070.590000 sec): 3 clusters
  Score: Raw -1007098.874263 + Penalty 2933.038363 = -1004165.835900
  nChanged 5
		SP:Iteration 72Q (44070.790000 sec): 3 clusters
  Score: Raw -1007099.444167 + Penalty 2933.038363 = -1004166.405804
  nChanged 5
		SP:Iteration 73Q (44071.000000 sec): 3 clusters
  Score: Raw -1007100.051567 + Penalty 2933.038363 = -1004167.013204
  nChanged 5
		SP:Iteration 74Q (44071.180000 sec): 3 clusters
  Score: Raw -1007100.751440 + Penalty 2933.038363 = -1004167.713077
  nChanged 4
		SP:Iteration 75Q (44071.360000 sec): 3 clusters
  Score: Raw -1007101.351444 + Penalty 2933.038363 = -1004168.313081
  nChanged 7
		SP:Iteration 76Q (44071.540000 sec): 3 clusters
  Score: Raw -1007102.391577 + Penalty 2933.038363 = -1004169.353214
  nChanged 3
		SP:Iteration 77Q (44071.730000 sec): 3 clusters
  Score: Raw -1007102.943907 + Penalty 2933.038363 = -1004169.905544
  nChanged 6
		SP:Iteration 78Q (44071.920000 sec): 3 clusters
  Score: Raw -1007103.898651 + Penalty 2933.038363 = -1004170.860288
  nChanged 6
		SP:Iteration 79Q (44072.110000 sec): 3 clusters
  Score: Raw -1007104.511007 + Penalty 2933.038363 = -1004171.472645
  nChanged 5
		SP:Iteration 80F (44072.290000 sec): 3 clusters
  Score: Raw -1007104.965200 + Penalty 2933.038363 = -1004171.926837
  nChanged 2
		SP:Iteration 81Q (44072.460000 sec): 3 clusters
  Score: Raw -1007105.190483 + Penalty 2933.038363 = -1004172.152120
  nChanged 6
		SP:Iteration 82Q (44072.640000 sec): 3 clusters
  Score: Raw -1007106.041012 + Penalty 2933.038363 = -1004173.002650
  nChanged 3
		SP:Iteration 83Q (44072.820000 sec): 3 clusters
  Score: Raw -1007106.548595 + Penalty 2933.038363 = -1004173.510232
  nChanged 7
		SP:Iteration 84Q (44073.000000 sec): 3 clusters
  Score: Raw -1007107.451737 + Penalty 2933.038363 = -1004174.413374
  nChanged 5
		SP:Iteration 85Q (44073.180000 sec): 3 clusters
  Score: Raw -1007108.123437 + Penalty 2933.038363 = -1004175.085074
  nChanged 6
		SP:Iteration 86Q (44073.360000 sec): 3 clusters
  Score: Raw -1007108.693526 + Penalty 2933.038363 = -1004175.655164
  nChanged 5
		SP:Iteration 87Q (44073.530000 sec): 3 clusters
  Score: Raw -1007109.112623 + Penalty 2933.038363 = -1004176.074260
  nChanged 5
		SP:Iteration 88Q (44073.740000 sec): 3 clusters
  Score: Raw -1007110.292925 + Penalty 2933.038363 = -1004177.254562
  nChanged 9
		SP:Iteration 89Q (44073.920000 sec): 3 clusters
  Score: Raw -1007112.214689 + Penalty 2933.038363 = -1004179.176326
  nChanged 11
		SP:Iteration 90Q (44074.100000 sec): 3 clusters
  Score: Raw -1007113.517528 + Penalty 2933.038363 = -1004180.479165
  nChanged 8
		SP:Iteration 91Q (44074.280000 sec): 3 clusters
  Score: Raw -1007114.489182 + Penalty 2933.038363 = -1004181.450819
  nChanged 9
		SP:Iteration 92Q (44074.460000 sec): 3 clusters
  Score: Raw -1007116.148477 + Penalty 2933.038363 = -1004183.110114
  nChanged 16
		SP:Iteration 93Q (44074.640000 sec): 3 clusters
  Score: Raw -1007119.900603 + Penalty 2933.038363 = -1004186.862241
  nChanged 23
		SP:Iteration 94Q (44074.820000 sec): 3 clusters
  Score: Raw -1007126.731097 + Penalty 2933.038363 = -1004193.692734
  nChanged 26
		SP:Iteration 95Q (44074.990000 sec): 3 clusters
  Score: Raw -1007132.756825 + Penalty 2933.038363 = -1004199.718462
  nChanged 28
		SP:Iteration 96Q (44075.170000 sec): 3 clusters
  Score: Raw -1007141.415094 + Penalty 2933.038363 = -1004208.376732
  nChanged 29
		SP:Iteration 97Q (44075.350000 sec): 3 clusters
  Score: Raw -1007149.537351 + Penalty 2933.038363 = -1004216.498989
  nChanged 34
		SP:Iteration 98Q (44075.530000 sec): 3 clusters
  Score: Raw -1007157.565366 + Penalty 2933.038363 = -1004224.527004
  nChanged 30
		SP:Iteration 99Q (44075.710000 sec): 3 clusters
  Score: Raw -1007164.999210 + Penalty 2933.038363 = -1004231.960847
  nChanged 37
		SP:Iteration 100F (44075.890000 sec): 3 clusters
  Score: Raw -1007171.881738 + Penalty 2933.038363 = -1004238.843375
  nChanged 30
		SP:Iteration 101Q (44076.060000 sec): 3 clusters
  Score: Raw -1007178.859482 + Penalty 2933.038363 = -1004245.821119
  nChanged 35
		SP:Iteration 102Q (44076.240000 sec): 3 clusters
  Score: Raw -1007186.626922 + Penalty 2933.038363 = -1004253.588559
  nChanged 31
		SP:Iteration 103Q (44076.420000 sec): 3 clusters
  Score: Raw -1007193.412367 + Penalty 2933.038363 = -1004260.374004
  nChanged 24
		SP:Iteration 104Q (44076.600000 sec): 3 clusters
  Score: Raw -1007199.651833 + Penalty 2933.038363 = -1004266.613471
  nChanged 31
		SP:Iteration 105Q (44076.780000 sec): 3 clusters
  Score: Raw -1007209.537795 + Penalty 2933.038363 = -1004276.499432
  nChanged 38
		SP:Iteration 106Q (44076.960000 sec): 3 clusters
  Score: Raw -1007221.955542 + Penalty 2933.038363 = -1004288.917179
  nChanged 37
		SP:Iteration 107Q (44077.140000 sec): 3 clusters
  Score: Raw -1007233.737365 + Penalty 2933.038363 = -1004300.699002
  nChanged 45
		SP:Iteration 108Q (44077.320000 sec): 3 clusters
  Score: Raw -1007245.279712 + Penalty 2933.038363 = -1004312.241350
  nChanged 32
		SP:Iteration 109Q (44077.500000 sec): 3 clusters
  Score: Raw -1007253.671666 + Penalty 2933.038363 = -1004320.633303
  nChanged 34
		SP:Iteration 110Q (44077.750000 sec): 3 clusters
  Score: Raw -1007262.794062 + Penalty 2933.038363 = -1004329.755699
  nChanged 35
		SP:Iteration 111Q (44077.940000 sec): 3 clusters
  Score: Raw -1007274.155782 + Penalty 2933.038363 = -1004341.117419
  nChanged 29
		SP:Iteration 112Q (44078.100000 sec): 3 clusters
  Score: Raw -1007281.314696 + Penalty 2933.038363 = -1004348.276333
  nChanged 23
		SP:Iteration 113Q (44078.300000 sec): 3 clusters
  Score: Raw -1007286.004204 + Penalty 2933.038363 = -1004352.965841
  nChanged 21
		SP:Iteration 114Q (44078.490000 sec): 3 clusters
  Score: Raw -1007289.655732 + Penalty 2933.038363 = -1004356.617369
  nChanged 24
		SP:Iteration 115Q (44078.660000 sec): 3 clusters
  Score: Raw -1007295.015702 + Penalty 2933.038363 = -1004361.977339
  nChanged 22
		SP:Iteration 116Q (44078.910000 sec): 3 clusters
  Score: Raw -1007299.198859 + Penalty 2933.038363 = -1004366.160496
  nChanged 16
		SP:Iteration 117Q (44079.140000 sec): 3 clusters
  Score: Raw -1007303.108832 + Penalty 2933.038363 = -1004370.070470
  nChanged 21
		SP:Iteration 118Q (44079.360000 sec): 3 clusters
  Score: Raw -1007308.340347 + Penalty 2933.038363 = -1004375.301984
  nChanged 27
		SP:Iteration 119Q (44079.550000 sec): 3 clusters
  Score: Raw -1007315.425164 + Penalty 2933.038363 = -1004382.386801
  nChanged 23
		SP:Iteration 120F (44079.770000 sec): 3 clusters
  Score: Raw -1007320.681041 + Penalty 2933.038363 = -1004387.642679
  nChanged 14
		SP:Iteration 121Q (44079.960000 sec): 3 clusters
  Score: Raw -1007323.369111 + Penalty 2933.038363 = -1004390.330748
  nChanged 19
		SP:Iteration 122Q (44080.190000 sec): 3 clusters
  Score: Raw -1007326.911500 + Penalty 2933.038363 = -1004393.873137
  nChanged 22
		SP:Iteration 123Q (44080.400000 sec): 3 clusters
  Score: Raw -1007331.755248 + Penalty 2933.038363 = -1004398.716885
  nChanged 14
		SP:Iteration 124Q (44080.610000 sec): 3 clusters
  Score: Raw -1007335.007494 + Penalty 2933.038363 = -1004401.969131
  nChanged 19
		SP:Iteration 125Q (44080.840000 sec): 3 clusters
  Score: Raw -1007338.909694 + Penalty 2933.038363 = -1004405.871331
  nChanged 15
		SP:Iteration 126Q (44081.090000 sec): 3 clusters
  Score: Raw -1007342.139743 + Penalty 2933.038363 = -1004409.101380
  nChanged 13
		SP:Iteration 127Q (44081.340000 sec): 3 clusters
  Score: Raw -1007344.768281 + Penalty 2933.038363 = -1004411.729918
  nChanged 13
		SP:Iteration 128Q (44081.540000 sec): 3 clusters
  Score: Raw -1007346.884483 + Penalty 2933.038363 = -1004413.846120
  nChanged 14
		SP:Iteration 129Q (44081.710000 sec): 3 clusters
  Score: Raw -1007349.742773 + Penalty 2933.038363 = -1004416.704411
  nChanged 11
		SP:Iteration 130Q (44081.930000 sec): 3 clusters
  Score: Raw -1007352.756510 + Penalty 2933.038363 = -1004419.718147
  nChanged 16
		SP:Iteration 131Q (44082.150000 sec): 3 clusters
  Score: Raw -1007355.564830 + Penalty 2933.038363 = -1004422.526467
  nChanged 8
		SP:Iteration 132Q (44082.340000 sec): 3 clusters
  Score: Raw -1007356.853517 + Penalty 2933.038363 = -1004423.815154
  nChanged 4
		SP:Iteration 133Q (44082.570000 sec): 3 clusters
  Score: Raw -1007357.555386 + Penalty 2933.038363 = -1004424.517024
  nChanged 6
		SP:Iteration 134Q (44082.820000 sec): 3 clusters
  Score: Raw -1007358.709407 + Penalty 2933.038363 = -1004425.671044
  nChanged 6
		SP:Iteration 135Q (44083.040000 sec): 3 clusters
  Score: Raw -1007360.114252 + Penalty 2933.038363 = -1004427.075889
  nChanged 7
		SP:Iteration 136Q (44083.290000 sec): 3 clusters
  Score: Raw -1007361.749536 + Penalty 2933.038363 = -1004428.711173
  nChanged 8
		SP:Iteration 137Q (44083.520000 sec): 3 clusters
  Score: Raw -1007363.167437 + Penalty 2933.038363 = -1004430.129074
  nChanged 5
		SP:Iteration 138Q (44083.680000 sec): 3 clusters
  Score: Raw -1007364.258697 + Penalty 2933.038363 = -1004431.220335
  nChanged 5
		SP:Iteration 139Q (44083.890000 sec): 3 clusters
  Score: Raw -1007364.994238 + Penalty 2933.038363 = -1004431.955875
  nChanged 6
		SP:Iteration 140F (44084.110000 sec): 3 clusters
  Score: Raw -1007366.331470 + Penalty 2933.038363 = -1004433.293107
  nChanged 7
		SP:Iteration 141Q (44084.360000 sec): 3 clusters
  Score: Raw -1007367.956192 + Penalty 2933.038363 = -1004434.917829
  nChanged 11
		SP:Iteration 142Q (44084.530000 sec): 3 clusters
  Score: Raw -1007370.457573 + Penalty 2933.038363 = -1004437.419210
  nChanged 12
		SP:Iteration 143Q (44084.710000 sec): 3 clusters
  Score: Raw -1007374.126748 + Penalty 2933.038363 = -1004441.088385
  nChanged 11
		SP:Iteration 144Q (44084.910000 sec): 3 clusters
  Score: Raw -1007376.718288 + Penalty 2933.038363 = -1004443.679925
  nChanged 9
		SP:Iteration 145Q (44085.210000 sec): 3 clusters
  Score: Raw -1007379.005037 + Penalty 2933.038363 = -1004445.966674
  nChanged 17
		SP:Iteration 146Q (44085.410000 sec): 3 clusters
  Score: Raw -1007382.761434 + Penalty 2933.038363 = -1004449.723071
  nChanged 14
		SP:Iteration 147Q (44085.590000 sec): 3 clusters
  Score: Raw -1007385.798556 + Penalty 2933.038363 = -1004452.760193
  nChanged 10
		SP:Iteration 148Q (44085.810000 sec): 3 clusters
  Score: Raw -1007387.893537 + Penalty 2933.038363 = -1004454.855174
  nChanged 5
		SP:Iteration 149Q (44086.060000 sec): 3 clusters
  Score: Raw -1007388.679928 + Penalty 2933.038363 = -1004455.641565
  nChanged 4
		SP:Iteration 150Q (44086.270000 sec): 3 clusters
  Score: Raw -1007389.268951 + Penalty 2933.038363 = -1004456.230588
  nChanged 2
		SP:Iteration 151Q (44086.560000 sec): 3 clusters
  Score: Raw -1007389.561768 + Penalty 2933.038363 = -1004456.523406
  nChanged 1
		SP:Iteration 152Q (44086.800000 sec): 3 clusters
  Score: Raw -1007389.629245 + Penalty 2933.038363 = -1004456.590882
  nChanged 1
		SP:Iteration 153Q (44087.020000 sec): 3 clusters
  Score: Raw -1007389.725178 + Penalty 2933.038363 = -1004456.686815
  nChanged 1
		SP:Iteration 154Q (44087.280000 sec): 3 clusters
  Score: Raw -1007389.899964 + Penalty 2933.038363 = -1004456.861602
  nChanged 1
		SP:Iteration 155Q (44087.490000 sec): 3 clusters
  Score: Raw -1007390.464136 + Penalty 2933.038363 = -1004457.425773
  nChanged 6
		SP:Iteration 156Q (44087.650000 sec): 3 clusters
  Score: Raw -1007391.753497 + Penalty 2933.038363 = -1004458.715134
  nChanged 7
		SP:Iteration 157Q (44087.820000 sec): 3 clusters
  Score: Raw -1007393.323510 + Penalty 2933.038363 = -1004460.285147
  nChanged 9
		SP:Iteration 158Q (44088.000000 sec): 3 clusters
  Score: Raw -1007395.158117 + Penalty 2933.038363 = -1004462.119754
  nChanged 14
		SP:Iteration 159Q (44088.190000 sec): 3 clusters
  Score: Raw -1007397.796276 + Penalty 2933.038363 = -1004464.757913
  nChanged 12
		SP:Iteration 160F (44088.380000 sec): 3 clusters
  Score: Raw -1007399.484915 + Penalty 2933.038363 = -1004466.446552
  nChanged 5
		SP:Iteration 161Q (44088.570000 sec): 3 clusters
  Score: Raw -1007400.102814 + Penalty 2933.038363 = -1004467.064451
  nChanged 1
		SP:Iteration 162Q (44088.760000 sec): 3 clusters
  Score: Raw -1007400.216694 + Penalty 2933.038363 = -1004467.178331
  nChanged 1
		SP:Iteration 163Q (44088.970000 sec): 3 clusters
  Score: Raw -1007400.684971 + Penalty 2933.038363 = -1004467.646608
  nChanged 3
		SP:Iteration 164Q (44089.200000 sec): 3 clusters
  Score: Raw -1007401.001164 + Penalty 2933.038363 = -1004467.962801
  nChanged 2
		SP:Iteration 165Q (44089.410000 sec): 3 clusters
  Score: Raw -1007401.331079 + Penalty 2933.038363 = -1004468.292716
  nChanged 3
		SP:Iteration 166Q (44089.680000 sec): 3 clusters
  Score: Raw -1007401.884793 + Penalty 2933.038363 = -1004468.846430
  nChanged 3
		SP:Iteration 167Q (44089.830000 sec): 3 clusters
  Score: Raw -1007402.546098 + Penalty 2933.038363 = -1004469.507735
  nChanged 3
		SP:Iteration 168Q (44090.030000 sec): 3 clusters
  Score: Raw -1007403.133244 + Penalty 2933.038363 = -1004470.094881
  nChanged 5
		SP:Iteration 169Q (44090.250000 sec): 3 clusters
  Score: Raw -1007404.128921 + Penalty 2933.038363 = -1004471.090558
  nChanged 5
		SP:Iteration 170Q (44090.450000 sec): 3 clusters
  Score: Raw -1007404.821088 + Penalty 2933.038363 = -1004471.782725
  nChanged 2
		SP:Iteration 171Q (44090.640000 sec): 3 clusters
  Score: Raw -1007405.181662 + Penalty 2933.038363 = -1004472.143299
  nChanged 4
		SP:Iteration 172Q (44090.850000 sec): 3 clusters
  Score: Raw -1007406.006412 + Penalty 2933.038363 = -1004472.968049
  nChanged 2
		SP:Iteration 173Q (44091.020000 sec): 3 clusters
  Score: Raw -1007406.390619 + Penalty 2933.038363 = -1004473.352257
  nChanged 3
		SP:Iteration 174Q (44091.290000 sec): 3 clusters
  Score: Raw -1007406.808279 + Penalty 2933.038363 = -1004473.769916
  nChanged 3
		SP:Iteration 175Q (44091.490000 sec): 3 clusters
  Score: Raw -1007407.298265 + Penalty 2933.038363 = -1004474.259902
  nChanged 5
		SP:Iteration 176Q (44091.710000 sec): 3 clusters
  Score: Raw -1007407.863097 + Penalty 2933.038363 = -1004474.824734
  nChanged 5
		SP:Iteration 177Q (44091.990000 sec): 3 clusters
  Score: Raw -1007408.514385 + Penalty 2933.038363 = -1004475.476022
  nChanged 4
		SP:Iteration 178Q (44092.190000 sec): 3 clusters
  Score: Raw -1007408.942158 + Penalty 2933.038363 = -1004475.903795
  nChanged 4
		SP:Iteration 179Q (44092.370000 sec): 3 clusters
  Score: Raw -1007409.210517 + Penalty 2933.038363 = -1004476.172154
  nChanged 1
		SP:Iteration 180F (44092.580000 sec): 3 clusters
  Score: Raw -1007409.332023 + Penalty 2933.038363 = -1004476.293660
  nChanged 1
		SP:Iteration 181Q (44092.790000 sec): 3 clusters
  Score: Raw -1007409.532137 + Penalty 2933.038363 = -1004476.493774
  nChanged 1
		SP:Iteration 182Q (44093.010000 sec): 3 clusters
  Score: Raw -1007409.603413 + Penalty 2933.038363 = -1004476.565050
  nChanged 0
		SP:Iteration 183F (44093.240000 sec): 3 clusters
  Score: Raw -1007409.603413 + Penalty 2933.038363 = -1004476.565050
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 51 (381 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (44093.370000 sec): 2 clusters
  Score: Raw -36659.761933 + Penalty 965.704898 = -35694.057035
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (44093.530000 sec): 3 clusters
  Score: Raw -36702.008902 + Penalty 1931.409797 = -34770.599106
  nChanged 78
		SP:Iteration 1F (44093.740000 sec): 3 clusters
  Score: Raw -36856.053366 + Penalty 1931.409797 = -34924.643569
  nChanged 22
		SP:Iteration 2F (44093.870000 sec): 3 clusters
  Score: Raw -36904.837119 + Penalty 1931.409797 = -34973.427322
  nChanged 11
		SP:Iteration 3Q (44093.980000 sec): 3 clusters
  Score: Raw -36925.073957 + Penalty 1931.409797 = -34993.664160
  nChanged 7
		SP:Iteration 4Q (44094.130000 sec): 3 clusters
  Score: Raw -36937.150193 + Penalty 1931.409797 = -35005.740396
  nChanged 1
		SP:Iteration 5Q (44094.330000 sec): 3 clusters
  Score: Raw -36937.507318 + Penalty 1931.409797 = -35006.097521
  nChanged 0
		SP:Iteration 6F (44094.520000 sec): 3 clusters
  Score: Raw -36937.507318 + Penalty 1931.409797 = -35006.097521
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 52 (70 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (44094.600000 sec): 2 clusters
  Score: Raw -8367.593386 + Penalty 690.380477 = -7677.212909
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (44094.770000 sec): 3 clusters
  Score: Raw -8604.513951 + Penalty 1380.760954 = -7223.752997
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 53 (12739 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (44094.950000 sec): 2 clusters
  Score: Raw -1555694.328675 + Penalty 1536.018808 = -1554158.309867
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (44095.180000 sec): 3 clusters
  Score: Raw -1548318.235053 + Penalty 3072.037616 = -1545246.197437
  nChanged 5599
		SP:Iteration 1F (44095.450000 sec): 3 clusters
  Score: Raw -1551351.342167 + Penalty 3072.037616 = -1548279.304552
  nChanged 695
		SP:Iteration 2F (44095.740000 sec): 3 clusters
  Score: Raw -1551622.967513 + Penalty 3072.037616 = -1548550.929897
  nChanged 628
		SP:Iteration 3Q (44096.020000 sec): 3 clusters
  Score: Raw -1551904.639360 + Penalty 3072.037616 = -1548832.601744
  nChanged 634
		SP:Iteration 4Q (44096.360000 sec): 3 clusters
  Score: Raw -1552215.316084 + Penalty 3072.037616 = -1549143.278469
  nChanged 591
		SP:Iteration 5Q (44096.610000 sec): 3 clusters
  Score: Raw -1552501.701267 + Penalty 3072.037616 = -1549429.663651
  nChanged 571
		SP:Iteration 6Q (44096.790000 sec): 3 clusters
  Score: Raw -1552789.676414 + Penalty 3072.037616 = -1549717.638798
  nChanged 573
		SP:Iteration 7Q (44097.120000 sec): 3 clusters
  Score: Raw -1553124.091155 + Penalty 3072.037616 = -1550052.053539
  nChanged 584
		SP:Iteration 8Q (44097.340000 sec): 3 clusters
  Score: Raw -1553484.449552 + Penalty 3072.037616 = -1550412.411937
  nChanged 599
		SP:Iteration 9Q (44097.630000 sec): 3 clusters
  Score: Raw -1553911.531421 + Penalty 3072.037616 = -1550839.493805
  nChanged 618
		SP:Iteration 10Q (44097.900000 sec): 3 clusters
  Score: Raw -1554343.225682 + Penalty 3072.037616 = -1551271.188066
  nChanged 519
		SP:Iteration 11Q (44098.150000 sec): 3 clusters
  Score: Raw -1554693.102024 + Penalty 3072.037616 = -1551621.064408
  nChanged 459
		SP:Iteration 12Q (44098.430000 sec): 3 clusters
  Score: Raw -1555016.088049 + Penalty 3072.037616 = -1551944.050433
  nChanged 347
		SP:Iteration 13Q (44098.660000 sec): 3 clusters
  Score: Raw -1555248.046890 + Penalty 3072.037616 = -1552176.009275
  nChanged 274
		SP:Iteration 14Q (44098.950000 sec): 3 clusters
  Score: Raw -1555415.421366 + Penalty 3072.037616 = -1552343.383750
  nChanged 201
		SP:Iteration 15Q (44099.160000 sec): 3 clusters
  Score: Raw -1555551.690970 + Penalty 3072.037616 = -1552479.653354
  nChanged 139
		SP:Iteration 16Q (44099.390000 sec): 3 clusters
  Score: Raw -1555636.639224 + Penalty 3072.037616 = -1552564.601608
  nChanged 114
		SP:Iteration 17Q (44099.660000 sec): 3 clusters
  Score: Raw -1555707.788785 + Penalty 3072.037616 = -1552635.751169
  nChanged 75
		SP:Iteration 18Q (44099.900000 sec): 3 clusters
  Score: Raw -1555752.795314 + Penalty 3072.037616 = -1552680.757699
  nChanged 61
		SP:Iteration 19Q (44100.200000 sec): 3 clusters
  Score: Raw -1555783.978051 + Penalty 3072.037616 = -1552711.940435
  nChanged 51
		SP:Iteration 20F (44100.450000 sec): 3 clusters
  Score: Raw -1555820.395155 + Penalty 3072.037616 = -1552748.357540
  nChanged 42
		SP:Iteration 21Q (44100.640000 sec): 3 clusters
  Score: Raw -1555847.811752 + Penalty 3072.037616 = -1552775.774136
  nChanged 32
		SP:Iteration 22Q (44100.840000 sec): 3 clusters
  Score: Raw -1555867.929030 + Penalty 3072.037616 = -1552795.891414
  nChanged 29
		SP:Iteration 23Q (44101.090000 sec): 3 clusters
  Score: Raw -1555885.614536 + Penalty 3072.037616 = -1552813.576920
  nChanged 23
		SP:Iteration 24Q (44101.280000 sec): 3 clusters
  Score: Raw -1555896.400716 + Penalty 3072.037616 = -1552824.363100
  nChanged 19
		SP:Iteration 25Q (44101.570000 sec): 3 clusters
  Score: Raw -1555909.385144 + Penalty 3072.037616 = -1552837.347529
  nChanged 15
		SP:Iteration 26Q (44101.840000 sec): 3 clusters
  Score: Raw -1555919.833928 + Penalty 3072.037616 = -1552847.796312
  nChanged 17
		SP:Iteration 27Q (44102.040000 sec): 3 clusters
  Score: Raw -1555930.371010 + Penalty 3072.037616 = -1552858.333394
  nChanged 22
		SP:Iteration 28Q (44102.250000 sec): 3 clusters
  Score: Raw -1555944.759961 + Penalty 3072.037616 = -1552872.722345
  nChanged 16
		SP:Iteration 29Q (44102.420000 sec): 3 clusters
  Score: Raw -1555955.819814 + Penalty 3072.037616 = -1552883.782198
  nChanged 19
		SP:Iteration 30Q (44102.720000 sec): 3 clusters
  Score: Raw -1555971.892928 + Penalty 3072.037616 = -1552899.855312
  nChanged 17
		SP:Iteration 31Q (44102.980000 sec): 3 clusters
  Score: Raw -1555990.424458 + Penalty 3072.037616 = -1552918.386842
  nChanged 18
		SP:Iteration 32Q (44103.200000 sec): 3 clusters
  Score: Raw -1556003.912737 + Penalty 3072.037616 = -1552931.875121
  nChanged 16
		SP:Iteration 33Q (44103.460000 sec): 3 clusters
  Score: Raw -1556015.085935 + Penalty 3072.037616 = -1552943.048319
  nChanged 10
		SP:Iteration 34Q (44103.640000 sec): 3 clusters
  Score: Raw -1556026.442702 + Penalty 3072.037616 = -1552954.405086
  nChanged 8
		SP:Iteration 35Q (44103.900000 sec): 3 clusters
  Score: Raw -1556032.095295 + Penalty 3072.037616 = -1552960.057680
  nChanged 6
		SP:Iteration 36Q (44104.170000 sec): 3 clusters
  Score: Raw -1556038.457640 + Penalty 3072.037616 = -1552966.420024
  nChanged 8
		SP:Iteration 37Q (44104.430000 sec): 3 clusters
  Score: Raw -1556045.336427 + Penalty 3072.037616 = -1552973.298811
  nChanged 7
		SP:Iteration 38Q (44104.650000 sec): 3 clusters
  Score: Raw -1556052.484387 + Penalty 3072.037616 = -1552980.446771
  nChanged 4
		SP:Iteration 39Q (44104.900000 sec): 3 clusters
  Score: Raw -1556054.583546 + Penalty 3072.037616 = -1552982.545931
  nChanged 3
		SP:Iteration 40F (44105.120000 sec): 3 clusters
  Score: Raw -1556056.295152 + Penalty 3072.037616 = -1552984.257536
  nChanged 3
		SP:Iteration 41Q (44105.340000 sec): 3 clusters
  Score: Raw -1556058.059577 + Penalty 3072.037616 = -1552986.021961
  nChanged 3
		SP:Iteration 42Q (44105.540000 sec): 3 clusters
  Score: Raw -1556058.767542 + Penalty 3072.037616 = -1552986.729926
  nChanged 0
		SP:Iteration 43F (44105.800000 sec): 3 clusters
  Score: Raw -1556058.767542 + Penalty 3072.037616 = -1552986.729926
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 54 (296 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (44105.900000 sec): 2 clusters
  Score: Raw -27137.621032 + Penalty 924.683411 = -26212.937621
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (44106.070000 sec): 3 clusters
  Score: Raw -27274.610237 + Penalty 1849.366823 = -25425.243414
  nChanged 58
		SP:Iteration 1F (44106.230000 sec): 3 clusters
  Score: Raw -27450.782019 + Penalty 1849.366823 = -25601.415196
  nChanged 24
		SP:Iteration 2F (44106.380000 sec): 3 clusters
  Score: Raw -27546.931462 + Penalty 1849.366823 = -25697.564639
  nChanged 11
		SP:Iteration 3Q (44106.580000 sec): 3 clusters
  Score: Raw -27593.595984 + Penalty 1849.366823 = -25744.229162
  nChanged 5
		SP:Iteration 4Q (44106.750000 sec): 3 clusters
  Score: Raw -27615.874531 + Penalty 1849.366823 = -25766.507708
  nChanged 3
		SP:Iteration 5Q (44106.920000 sec): 3 clusters
  Score: Raw -27619.691206 + Penalty 1849.366823 = -25770.324383
  nChanged 0
		SP:Iteration 6F (44107.100000 sec): 3 clusters
  Score: Raw -27619.691206 + Penalty 1849.366823 = -25770.324383
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 55 (9071 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (44107.240000 sec): 2 clusters
  Score: Raw -1138637.501038 + Penalty 1480.836141 = -1137156.664897
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (44107.470000 sec): 3 clusters
  Score: Raw -1133526.919232 + Penalty 2961.672282 = -1130565.246950
  nChanged 3910
		SP:Iteration 1F (44107.720000 sec): 3 clusters
  Score: Raw -1135677.848296 + Penalty 2961.672282 = -1132716.176014
  nChanged 537
		SP:Iteration 2F (44107.940000 sec): 3 clusters
  Score: Raw -1135879.349477 + Penalty 2961.672282 = -1132917.677195
  nChanged 393
		SP:Iteration 3Q (44108.100000 sec): 3 clusters
  Score: Raw -1136018.257481 + Penalty 2961.672282 = -1133056.585199
  nChanged 339
		SP:Iteration 4Q (44108.310000 sec): 3 clusters
  Score: Raw -1136142.149748 + Penalty 2961.672282 = -1133180.477466
  nChanged 290
		SP:Iteration 5Q (44108.540000 sec): 3 clusters
  Score: Raw -1136237.030672 + Penalty 2961.672282 = -1133275.358390
  nChanged 255
		SP:Iteration 6Q (44108.740000 sec): 3 clusters
  Score: Raw -1136331.748072 + Penalty 2961.672282 = -1133370.075790
  nChanged 243
		SP:Iteration 7Q (44108.990000 sec): 3 clusters
  Score: Raw -1136446.677802 + Penalty 2961.672282 = -1133485.005520
  nChanged 269
		SP:Iteration 8Q (44109.240000 sec): 3 clusters
  Score: Raw -1136589.326306 + Penalty 2961.672282 = -1133627.654024
  nChanged 296
		SP:Iteration 9Q (44109.440000 sec): 3 clusters
  Score: Raw -1136750.170822 + Penalty 2961.672282 = -1133788.498541
  nChanged 317
		SP:Iteration 10Q (44109.760000 sec): 3 clusters
  Score: Raw -1136918.919133 + Penalty 2961.672282 = -1133957.246851
  nChanged 341
		SP:Iteration 11Q (44110.040000 sec): 3 clusters
  Score: Raw -1137122.730512 + Penalty 2961.672282 = -1134161.058230
  nChanged 360
		SP:Iteration 12Q (44110.230000 sec): 3 clusters
  Score: Raw -1137348.425177 + Penalty 2961.672282 = -1134386.752895
  nChanged 347
		SP:Iteration 13Q (44110.470000 sec): 3 clusters
  Score: Raw -1137582.815439 + Penalty 2961.672282 = -1134621.143157
  nChanged 338
		SP:Iteration 14Q (44110.660000 sec): 3 clusters
  Score: Raw -1137829.031113 + Penalty 2961.672282 = -1134867.358831
  nChanged 280
		SP:Iteration 15Q (44110.860000 sec): 3 clusters
  Score: Raw -1138019.846066 + Penalty 2961.672282 = -1135058.173784
  nChanged 245
		SP:Iteration 16Q (44111.120000 sec): 3 clusters
  Score: Raw -1138188.382752 + Penalty 2961.672282 = -1135226.710470
  nChanged 216
		SP:Iteration 17Q (44111.330000 sec): 3 clusters
  Score: Raw -1138333.341959 + Penalty 2961.672282 = -1135371.669677
  nChanged 170
		SP:Iteration 18Q (44111.530000 sec): 3 clusters
  Score: Raw -1138448.791834 + Penalty 2961.672282 = -1135487.119552
  nChanged 145
		SP:Iteration 19Q (44111.680000 sec): 3 clusters
  Score: Raw -1138555.563777 + Penalty 2961.672282 = -1135593.891495
  nChanged 115
		SP:Iteration 20F (44111.920000 sec): 3 clusters
  Score: Raw -1138644.661120 + Penalty 2961.672282 = -1135682.988839
  nChanged 74
		SP:Iteration 21Q (44112.070000 sec): 3 clusters
  Score: Raw -1138703.241231 + Penalty 2961.672282 = -1135741.568949
  nChanged 58
		SP:Iteration 22Q (44112.230000 sec): 3 clusters
  Score: Raw -1138747.559598 + Penalty 2961.672282 = -1135785.887316
  nChanged 47
		SP:Iteration 23Q (44112.510000 sec): 3 clusters
  Score: Raw -1138796.955429 + Penalty 2961.672282 = -1135835.283147
  nChanged 30
		SP:Iteration 24Q (44112.670000 sec): 3 clusters
  Score: Raw -1138826.340800 + Penalty 2961.672282 = -1135864.668519
  nChanged 25
		SP:Iteration 25Q (44112.900000 sec): 3 clusters
  Score: Raw -1138847.522216 + Penalty 2961.672282 = -1135885.849934
  nChanged 15
		SP:Iteration 26Q (44113.150000 sec): 3 clusters
  Score: Raw -1138863.196181 + Penalty 2961.672282 = -1135901.523899
  nChanged 8
		SP:Iteration 27Q (44113.370000 sec): 3 clusters
  Score: Raw -1138869.539462 + Penalty 2961.672282 = -1135907.867180
  nChanged 4
		SP:Iteration 28Q (44113.560000 sec): 3 clusters
  Score: Raw -1138873.482691 + Penalty 2961.672282 = -1135911.810409
  nChanged 1
		SP:Iteration 29Q (44113.810000 sec): 3 clusters
  Score: Raw -1138873.719457 + Penalty 2961.672282 = -1135912.047175
  nChanged 0
		SP:Iteration 30F (44114.060000 sec): 3 clusters
  Score: Raw -1138873.719457 + Penalty 2961.672282 = -1135912.047175
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 56 (165 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (44114.150000 sec): 2 clusters
  Score: Raw -19829.774858 + Penalty 829.716140 = -19000.058718
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (44114.350000 sec): 3 clusters
  Score: Raw -19960.442075 + Penalty 1659.432279 = -18301.009796
  nChanged 16
		SP:Iteration 1F (44114.520000 sec): 3 clusters
  Score: Raw -20000.670573 + Penalty 1659.432279 = -18341.238294
  nChanged 5
		SP:Iteration 2Q (44114.740000 sec): 3 clusters
  Score: Raw -20015.376070 + Penalty 1659.432279 = -18355.943791
  nChanged 0
		SP:Iteration 3F (44114.960000 sec): 3 clusters
  Score: Raw -20015.376070 + Penalty 1659.432279 = -18355.943791
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 57 (33852 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (44115.290000 sec): 2 clusters
  Score: Raw -4097818.037425 + Penalty 1694.834921 = -4096123.202504
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (44115.710000 sec): 3 clusters
  Score: Raw -4076847.308617 + Penalty 3389.669842 = -4073457.638775
  nChanged 15686
		SP:Iteration 1F (44116.080000 sec): 3 clusters
  Score: Raw -4085704.500698 + Penalty 3389.669842 = -4082314.830855
  nChanged 1360
		SP:Iteration 2Q (44116.560000 sec): 3 clusters
  Score: Raw -4086085.402237 + Penalty 3389.669842 = -4082695.732395
  nChanged 1261
		SP:Iteration 3Q (44116.990000 sec): 3 clusters
  Score: Raw -4086442.044373 + Penalty 3389.669842 = -4083052.374530
  nChanged 1207
		SP:Iteration 4Q (44117.380000 sec): 3 clusters
  Score: Raw -4086787.297946 + Penalty 3389.669842 = -4083397.628104
  nChanged 1181
		SP:Iteration 5Q (44117.800000 sec): 3 clusters
  Score: Raw -4087177.261085 + Penalty 3389.669842 = -4083787.591243
  nChanged 1258
		SP:Iteration 6Q (44118.180000 sec): 3 clusters
  Score: Raw -4087667.579343 + Penalty 3389.669842 = -4084277.909500
  nChanged 1524
		SP:Iteration 7Q (44118.480000 sec): 3 clusters
  Score: Raw -4088398.514204 + Penalty 3389.669842 = -4085008.844361
  nChanged 1769
		SP:Iteration 8F (44118.840000 sec): 3 clusters
  Score: Raw -4089450.643605 + Penalty 3389.669842 = -4086060.973763
  nChanged 2018
		SP:Iteration 9F (44119.140000 sec): 3 clusters
  Score: Raw -4090889.410532 + Penalty 3389.669842 = -4087499.740690
  nChanged 2100
		SP:Iteration 10F (44119.530000 sec): 3 clusters
  Score: Raw -4092591.345302 + Penalty 3389.669842 = -4089201.675459
  nChanged 1857
		SP:Iteration 11F (44119.930000 sec): 3 clusters
  Score: Raw -4094192.775893 + Penalty 3389.669842 = -4090803.106051
  nChanged 1437
		SP:Iteration 12Q (44120.260000 sec): 3 clusters
  Score: Raw -4095400.435036 + Penalty 3389.669842 = -4092010.765194
  nChanged 1051
		SP:Iteration 13Q (44120.640000 sec): 3 clusters
  Score: Raw -4096236.007396 + Penalty 3389.669842 = -4092846.337553
  nChanged 756
		SP:Iteration 14Q (44120.950000 sec): 3 clusters
  Score: Raw -4096825.049388 + Penalty 3389.669842 = -4093435.379545
  nChanged 536
		SP:Iteration 15Q (44121.220000 sec): 3 clusters
  Score: Raw -4097245.293306 + Penalty 3389.669842 = -4093855.623464
  nChanged 362
		SP:Iteration 16Q (44121.600000 sec): 3 clusters
  Score: Raw -4097511.872306 + Penalty 3389.669842 = -4094122.202464
  nChanged 232
		SP:Iteration 17Q (44121.860000 sec): 3 clusters
  Score: Raw -4097682.292540 + Penalty 3389.669842 = -4094292.622698
  nChanged 174
		SP:Iteration 18Q (44122.210000 sec): 3 clusters
  Score: Raw -4097814.935691 + Penalty 3389.669842 = -4094425.265848
  nChanged 107
		SP:Iteration 19Q (44122.600000 sec): 3 clusters
  Score: Raw -4097888.740110 + Penalty 3389.669842 = -4094499.070268
  nChanged 78
		SP:Iteration 20F (44122.930000 sec): 3 clusters
  Score: Raw -4097946.805450 + Penalty 3389.669842 = -4094557.135608
  nChanged 61
		SP:Iteration 21Q (44123.310000 sec): 3 clusters
  Score: Raw -4097987.287105 + Penalty 3389.669842 = -4094597.617263
  nChanged 45
		SP:Iteration 22Q (44123.670000 sec): 3 clusters
  Score: Raw -4098021.520887 + Penalty 3389.669842 = -4094631.851045
  nChanged 29
		SP:Iteration 23Q (44123.970000 sec): 3 clusters
  Score: Raw -4098043.375678 + Penalty 3389.669842 = -4094653.705835
  nChanged 20
		SP:Iteration 24Q (44124.250000 sec): 3 clusters
  Score: Raw -4098062.544449 + Penalty 3389.669842 = -4094672.874607
  nChanged 25
		SP:Iteration 25Q (44124.550000 sec): 3 clusters
  Score: Raw -4098082.455784 + Penalty 3389.669842 = -4094692.785941
  nChanged 20
		SP:Iteration 26Q (44124.830000 sec): 3 clusters
  Score: Raw -4098098.512765 + Penalty 3389.669842 = -4094708.842922
  nChanged 13
		SP:Iteration 27Q (44125.160000 sec): 3 clusters
  Score: Raw -4098109.069011 + Penalty 3389.669842 = -4094719.399169
  nChanged 13
		SP:Iteration 28Q (44125.440000 sec): 3 clusters
  Score: Raw -4098117.957870 + Penalty 3389.669842 = -4094728.288028
  nChanged 7
		SP:Iteration 29Q (44125.830000 sec): 3 clusters
  Score: Raw -4098125.053276 + Penalty 3389.669842 = -4094735.383434
  nChanged 5
		SP:Iteration 30Q (44126.120000 sec): 3 clusters
  Score: Raw -4098128.285513 + Penalty 3389.669842 = -4094738.615671
  nChanged 8
		SP:Iteration 31Q (44126.410000 sec): 3 clusters
  Score: Raw -4098137.039184 + Penalty 3389.669842 = -4094747.369342
  nChanged 9
		SP:Iteration 32Q (44126.700000 sec): 3 clusters
  Score: Raw -4098144.562230 + Penalty 3389.669842 = -4094754.892388
  nChanged 7
		SP:Iteration 33Q (44127.030000 sec): 3 clusters
  Score: Raw -4098152.526606 + Penalty 3389.669842 = -4094762.856764
  nChanged 6
		SP:Iteration 34Q (44127.350000 sec): 3 clusters
  Score: Raw -4098158.341686 + Penalty 3389.669842 = -4094768.671844
  nChanged 6
		SP:Iteration 35Q (44127.650000 sec): 3 clusters
  Score: Raw -4098163.998480 + Penalty 3389.669842 = -4094774.328638
  nChanged 7
		SP:Iteration 36Q (44127.950000 sec): 3 clusters
  Score: Raw -4098170.506508 + Penalty 3389.669842 = -4094780.836665
  nChanged 5
		SP:Iteration 37Q (44128.210000 sec): 3 clusters
  Score: Raw -4098172.646901 + Penalty 3389.669842 = -4094782.977059
  nChanged 1
		SP:Iteration 38Q (44128.560000 sec): 3 clusters
  Score: Raw -4098172.916804 + Penalty 3389.669842 = -4094783.246962
  nChanged 0
		SP:Iteration 39F (44128.890000 sec): 3 clusters
  Score: Raw -4098172.916804 + Penalty 3389.669842 = -4094783.246962
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 58 (282 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (44129.010000 sec): 2 clusters
  Score: Raw -15476.554636 + Penalty 916.809899 = -14559.744737
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (44129.150000 sec): 3 clusters
  Score: Raw -15577.803961 + Penalty 1833.619798 = -13744.184163
  nChanged 63
		SP:Iteration 1F (44129.270000 sec): 3 clusters
  Score: Raw -15802.881814 + Penalty 1833.619798 = -13969.262015
  nChanged 25
		SP:Iteration 2F (44129.390000 sec): 3 clusters
  Score: Raw -15939.021951 + Penalty 1833.619798 = -14105.402153
  nChanged 19
		SP:Iteration 3F (44129.540000 sec): 3 clusters
  Score: Raw -16155.722962 + Penalty 1833.619798 = -14322.103164
  nChanged 13
		SP:Iteration 4Q (44129.690000 sec): 3 clusters
  Score: Raw -16243.240028 + Penalty 1833.619798 = -14409.620230
  nChanged 9
		SP:Iteration 5Q (44129.800000 sec): 3 clusters
  Score: Raw -16307.602789 + Penalty 1833.619798 = -14473.982991
  nChanged 4
		SP:Iteration 6Q (44129.920000 sec): 3 clusters
  Score: Raw -16328.033574 + Penalty 1833.619798 = -14494.413776
  nChanged 2
		SP:Iteration 7Q (44130.060000 sec): 3 clusters
  Score: Raw -16335.240889 + Penalty 1833.619798 = -14501.621091
  nChanged 2
		SP:Iteration 8Q (44130.180000 sec): 3 clusters
  Score: Raw -16339.094594 + Penalty 1833.619798 = -14505.474796
  nChanged 3
		SP:Iteration 9Q (44130.350000 sec): 3 clusters
  Score: Raw -16359.510950 + Penalty 1833.619798 = -14525.891152
  nChanged 2
		SP:Iteration 10Q (44130.510000 sec): 3 clusters
  Score: Raw -16363.672661 + Penalty 1833.619798 = -14530.052863
  nChanged 0
		SP:Iteration 11F (44130.650000 sec): 3 clusters
  Score: Raw -16363.672661 + Penalty 1833.619798 = -14530.052863
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 59 (4915 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (44130.760000 sec): 2 clusters
  Score: Raw -597229.983338 + Penalty 1381.257643 = -595848.725695
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (44130.940000 sec): 3 clusters
  Score: Raw -594775.890848 + Penalty 2762.515286 = -592013.375563
  nChanged 1966
		SP:Iteration 1F (44131.110000 sec): 3 clusters
  Score: Raw -595967.472893 + Penalty 2762.515286 = -593204.957608
  nChanged 377
		SP:Iteration 2F (44131.270000 sec): 3 clusters
  Score: Raw -596216.198470 + Penalty 2762.515286 = -593453.683185
  nChanged 324
		SP:Iteration 3F (44131.400000 sec): 3 clusters
  Score: Raw -596448.985584 + Penalty 2762.515286 = -593686.470298
  nChanged 321
		SP:Iteration 4F (44131.570000 sec): 3 clusters
  Score: Raw -596692.068039 + Penalty 2762.515286 = -593929.552753
  nChanged 288
		SP:Iteration 5F (44131.760000 sec): 3 clusters
  Score: Raw -596912.929611 + Penalty 2762.515286 = -594150.414326
  nChanged 241
		SP:Iteration 6Q (44131.890000 sec): 3 clusters
  Score: Raw -597070.186155 + Penalty 2762.515286 = -594307.670870
  nChanged 169
		SP:Iteration 7Q (44132.100000 sec): 3 clusters
  Score: Raw -597161.685752 + Penalty 2762.515286 = -594399.170467
  nChanged 107
		SP:Iteration 8Q (44132.240000 sec): 3 clusters
  Score: Raw -597212.621331 + Penalty 2762.515286 = -594450.106046
  nChanged 91
		SP:Iteration 9Q (44132.420000 sec): 3 clusters
  Score: Raw -597256.264383 + Penalty 2762.515286 = -594493.749098
  nChanged 77
		SP:Iteration 10Q (44132.590000 sec): 3 clusters
  Score: Raw -597288.897803 + Penalty 2762.515286 = -594526.382517
  nChanged 49
		SP:Iteration 11Q (44132.740000 sec): 3 clusters
  Score: Raw -597309.537802 + Penalty 2762.515286 = -594547.022516
  nChanged 50
		SP:Iteration 12Q (44132.900000 sec): 3 clusters
  Score: Raw -597327.722314 + Penalty 2762.515286 = -594565.207028
  nChanged 29
		SP:Iteration 13Q (44133.050000 sec): 3 clusters
  Score: Raw -597336.942585 + Penalty 2762.515286 = -594574.427299
  nChanged 20
		SP:Iteration 14Q (44133.210000 sec): 3 clusters
  Score: Raw -597342.718820 + Penalty 2762.515286 = -594580.203535
  nChanged 12
		SP:Iteration 15Q (44133.330000 sec): 3 clusters
  Score: Raw -597347.643326 + Penalty 2762.515286 = -594585.128041
  nChanged 15
		SP:Iteration 16Q (44133.510000 sec): 3 clusters
  Score: Raw -597352.781648 + Penalty 2762.515286 = -594590.266362
  nChanged 18
		SP:Iteration 17Q (44133.630000 sec): 3 clusters
  Score: Raw -597357.417609 + Penalty 2762.515286 = -594594.902324
  nChanged 10
		SP:Iteration 18Q (44133.800000 sec): 3 clusters
  Score: Raw -597360.176040 + Penalty 2762.515286 = -594597.660755
  nChanged 13
		SP:Iteration 19Q (44133.930000 sec): 3 clusters
  Score: Raw -597365.849833 + Penalty 2762.515286 = -594603.334547
  nChanged 12
		SP:Iteration 20F (44134.110000 sec): 3 clusters
  Score: Raw -597370.052202 + Penalty 2762.515286 = -594607.536917
  nChanged 14
		SP:Iteration 21Q (44134.270000 sec): 3 clusters
  Score: Raw -597374.174179 + Penalty 2762.515286 = -594611.658893
  nChanged 9
		SP:Iteration 22Q (44134.430000 sec): 3 clusters
  Score: Raw -597376.655470 + Penalty 2762.515286 = -594614.140185
  nChanged 10
		SP:Iteration 23Q (44134.620000 sec): 3 clusters
  Score: Raw -597379.355682 + Penalty 2762.515286 = -594616.840396
  nChanged 5
		SP:Iteration 24Q (44134.790000 sec): 3 clusters
  Score: Raw -597380.436795 + Penalty 2762.515286 = -594617.921509
  nChanged 4
		SP:Iteration 25Q (44134.970000 sec): 3 clusters
  Score: Raw -597381.567651 + Penalty 2762.515286 = -594619.052365
  nChanged 2
		SP:Iteration 26Q (44135.090000 sec): 3 clusters
  Score: Raw -597382.406538 + Penalty 2762.515286 = -594619.891253
  nChanged 4
		SP:Iteration 27Q (44135.230000 sec): 3 clusters
  Score: Raw -597383.476323 + Penalty 2762.515286 = -594620.961037
  nChanged 7
		SP:Iteration 28Q (44135.390000 sec): 3 clusters
  Score: Raw -597386.167332 + Penalty 2762.515286 = -594623.652046
  nChanged 9
		SP:Iteration 29Q (44135.580000 sec): 3 clusters
  Score: Raw -597389.132931 + Penalty 2762.515286 = -594626.617645
  nChanged 7
		SP:Iteration 30Q (44135.790000 sec): 3 clusters
  Score: Raw -597390.771771 + Penalty 2762.515286 = -594628.256486
  nChanged 5
		SP:Iteration 31Q (44135.910000 sec): 3 clusters
  Score: Raw -597392.064664 + Penalty 2762.515286 = -594629.549378
  nChanged 5
		SP:Iteration 32Q (44136.080000 sec): 3 clusters
  Score: Raw -597393.063115 + Penalty 2762.515286 = -594630.547830
  nChanged 3
		SP:Iteration 33Q (44136.240000 sec): 3 clusters
  Score: Raw -597393.608157 + Penalty 2762.515286 = -594631.092871
  nChanged 3
		SP:Iteration 34Q (44136.420000 sec): 3 clusters
  Score: Raw -597394.498536 + Penalty 2762.515286 = -594631.983250
  nChanged 7
		SP:Iteration 35Q (44136.550000 sec): 3 clusters
  Score: Raw -597396.508880 + Penalty 2762.515286 = -594633.993595
  nChanged 1
		SP:Iteration 36Q (44136.730000 sec): 3 clusters
  Score: Raw -597396.789927 + Penalty 2762.515286 = -594634.274642
  nChanged 3
		SP:Iteration 37Q (44136.880000 sec): 3 clusters
  Score: Raw -597397.713999 + Penalty 2762.515286 = -594635.198713
  nChanged 1
		SP:Iteration 38Q (44137.060000 sec): 3 clusters
  Score: Raw -597397.884744 + Penalty 2762.515286 = -594635.369458
  nChanged 0
		SP:Iteration 39F (44137.220000 sec): 3 clusters
  Score: Raw -597397.884744 + Penalty 2762.515286 = -594635.369458
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 60 (189 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (44137.290000 sec): 2 clusters
  Score: Raw -11101.917047 + Penalty 851.783890 = -10250.133157
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (44137.440000 sec): 3 clusters
  Score: Raw -11266.788418 + Penalty 1703.567780 = -9563.220638
  nChanged 33
		SP:Iteration 1F (44137.590000 sec): 3 clusters
  Score: Raw -11397.123794 + Penalty 1703.567780 = -9693.556014
  nChanged 14
		SP:Iteration 2F (44137.730000 sec): 3 clusters
  Score: Raw -11475.590011 + Penalty 1703.567780 = -9772.022231
  nChanged 6
		SP:Iteration 3Q (44137.900000 sec): 3 clusters
  Score: Raw -11521.320119 + Penalty 1703.567780 = -9817.752339
  nChanged 2
		SP:Iteration 4Q (44138.050000 sec): 3 clusters
  Score: Raw -11550.875078 + Penalty 1703.567780 = -9847.307298
  nChanged 2
		SP:Iteration 5Q (44138.220000 sec): 3 clusters
  Score: Raw -11571.892915 + Penalty 1703.567780 = -9868.325135
  nChanged 3
		SP:Iteration 6Q (44138.380000 sec): 3 clusters
  Score: Raw -11596.456187 + Penalty 1703.567780 = -9892.888407
  nChanged 3
		SP:Iteration 7Q (44138.570000 sec): 3 clusters
  Score: Raw -11609.459873 + Penalty 1703.567780 = -9905.892093
  nChanged 1
		SP:Iteration 8Q (44138.710000 sec): 3 clusters
  Score: Raw -11619.407989 + Penalty 1703.567780 = -9915.840209
  nChanged 1
		SP:Iteration 9Q (44138.880000 sec): 3 clusters
  Score: Raw -11637.926220 + Penalty 1703.567780 = -9934.358440
  nChanged 1
		SP:Iteration 10Q (44139.010000 sec): 3 clusters
  Score: Raw -11652.878624 + Penalty 1703.567780 = -9949.310845
  nChanged 2
		SP:Iteration 11Q (44139.160000 sec): 3 clusters
  Score: Raw -11667.620786 + Penalty 1703.567780 = -9964.053006
  nChanged 0
		SP:Iteration 12F (44139.310000 sec): 3 clusters
  Score: Raw -11673.512008 + Penalty 1703.567780 = -9969.944228
  nChanged 1
		SP:Iteration 13Q (44139.420000 sec): 3 clusters
  Score: Raw -11695.984083 + Penalty 1703.567780 = -9992.416303
  nChanged 0
		SP:Iteration 14F (44139.590000 sec): 3 clusters
  Score: Raw -11695.984083 + Penalty 1703.567780 = -9992.416303
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 61 (250 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (44139.700000 sec): 2 clusters
  Score: Raw -23389.054479 + Penalty 897.237399 = -22491.817080
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (44139.800000 sec): 3 clusters
  Score: Raw -23463.196456 + Penalty 1794.474798 = -21668.721658
  nChanged 36
		SP:Iteration 1F (44139.980000 sec): 3 clusters
  Score: Raw -23592.894785 + Penalty 1794.474798 = -21798.419986
  nChanged 19
		SP:Iteration 2F (44140.100000 sec): 3 clusters
  Score: Raw -23651.314576 + Penalty 1794.474798 = -21856.839778
  nChanged 9
		SP:Iteration 3Q (44140.230000 sec): 3 clusters
  Score: Raw -23687.385220 + Penalty 1794.474798 = -21892.910421
  nChanged 1
		SP:Iteration 4Q (44140.380000 sec): 3 clusters
  Score: Raw -23688.881934 + Penalty 1794.474798 = -21894.407136
  nChanged 0
		SP:Iteration 5F (44140.520000 sec): 3 clusters
  Score: Raw -23688.881934 + Penalty 1794.474798 = -21894.407136
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 62 (298 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (44140.610000 sec): 2 clusters
  Score: Raw -22025.742240 + Penalty 925.777692 = -21099.964549
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (44140.720000 sec): 3 clusters
  Score: Raw -22108.796599 + Penalty 1851.555383 = -20257.241216
  nChanged 85
		SP:Iteration 1F (44140.820000 sec): 3 clusters
  Score: Raw -22400.585882 + Penalty 1851.555383 = -20549.030499
  nChanged 24
		SP:Iteration 2F (44141.010000 sec): 3 clusters
  Score: Raw -22520.480637 + Penalty 1851.555383 = -20668.925254
  nChanged 11
		SP:Iteration 3Q (44141.140000 sec): 3 clusters
  Score: Raw -22625.436687 + Penalty 1851.555383 = -20773.881304
  nChanged 6
		SP:Iteration 4Q (44141.280000 sec): 3 clusters
  Score: Raw -22684.644414 + Penalty 1851.555383 = -20833.089031
  nChanged 2
		SP:Iteration 5Q (44141.400000 sec): 3 clusters
  Score: Raw -22694.560404 + Penalty 1851.555383 = -20843.005021
  nChanged 0
		SP:Iteration 6F (44141.500000 sec): 3 clusters
  Score: Raw -22694.560404 + Penalty 1851.555383 = -20843.005021
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 63 (3736 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (44141.600000 sec): 2 clusters
  Score: Raw -505445.956258 + Penalty 1336.687755 = -504109.268503
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (44141.780000 sec): 3 clusters
  Score: Raw -503625.249632 + Penalty 2673.375510 = -500951.874122
  nChanged 1410
		SP:Iteration 1F (44141.920000 sec): 3 clusters
  Score: Raw -504523.171503 + Penalty 2673.375510 = -501849.795993
  nChanged 336
		SP:Iteration 2F (44142.100000 sec): 3 clusters
  Score: Raw -504770.965997 + Penalty 2673.375510 = -502097.590487
  nChanged 245
		SP:Iteration 3F (44142.260000 sec): 3 clusters
  Score: Raw -504928.506536 + Penalty 2673.375510 = -502255.131027
  nChanged 176
		SP:Iteration 4Q (44142.400000 sec): 3 clusters
  Score: Raw -505051.634413 + Penalty 2673.375510 = -502378.258903
  nChanged 130
		SP:Iteration 5Q (44142.540000 sec): 3 clusters
  Score: Raw -505133.973651 + Penalty 2673.375510 = -502460.598141
  nChanged 119
		SP:Iteration 6Q (44142.730000 sec): 3 clusters
  Score: Raw -505208.401384 + Penalty 2673.375510 = -502535.025874
  nChanged 99
		SP:Iteration 7Q (44142.860000 sec): 3 clusters
  Score: Raw -505272.435197 + Penalty 2673.375510 = -502599.059687
  nChanged 87
		SP:Iteration 8Q (44143.020000 sec): 3 clusters
  Score: Raw -505330.582874 + Penalty 2673.375510 = -502657.207364
  nChanged 90
		SP:Iteration 9Q (44143.140000 sec): 3 clusters
  Score: Raw -505395.338840 + Penalty 2673.375510 = -502721.963331
  nChanged 79
		SP:Iteration 10Q (44143.300000 sec): 3 clusters
  Score: Raw -505451.666753 + Penalty 2673.375510 = -502778.291243
  nChanged 86
		SP:Iteration 11Q (44143.410000 sec): 3 clusters
  Score: Raw -505514.575868 + Penalty 2673.375510 = -502841.200358
  nChanged 81
		SP:Iteration 12Q (44143.600000 sec): 3 clusters
  Score: Raw -505578.494551 + Penalty 2673.375510 = -502905.119041
  nChanged 59
		SP:Iteration 13Q (44143.770000 sec): 3 clusters
  Score: Raw -505621.055291 + Penalty 2673.375510 = -502947.679781
  nChanged 45
		SP:Iteration 14Q (44143.930000 sec): 3 clusters
  Score: Raw -505658.138753 + Penalty 2673.375510 = -502984.763243
  nChanged 44
		SP:Iteration 15Q (44144.050000 sec): 3 clusters
  Score: Raw -505700.377220 + Penalty 2673.375510 = -503027.001710
  nChanged 35
		SP:Iteration 16Q (44144.240000 sec): 3 clusters
  Score: Raw -505730.676913 + Penalty 2673.375510 = -503057.301403
  nChanged 30
		SP:Iteration 17Q (44144.380000 sec): 3 clusters
  Score: Raw -505751.285439 + Penalty 2673.375510 = -503077.909929
  nChanged 20
		SP:Iteration 18Q (44144.540000 sec): 3 clusters
  Score: Raw -505763.903426 + Penalty 2673.375510 = -503090.527917
  nChanged 16
		SP:Iteration 19Q (44144.660000 sec): 3 clusters
  Score: Raw -505772.738116 + Penalty 2673.375510 = -503099.362606
  nChanged 6
		SP:Iteration 20F (44144.770000 sec): 3 clusters
  Score: Raw -505777.132468 + Penalty 2673.375510 = -503103.756958
  nChanged 6
		SP:Iteration 21Q (44144.940000 sec): 3 clusters
  Score: Raw -505780.649344 + Penalty 2673.375510 = -503107.273834
  nChanged 6
		SP:Iteration 22Q (44145.080000 sec): 3 clusters
  Score: Raw -505783.518013 + Penalty 2673.375510 = -503110.142503
  nChanged 6
		SP:Iteration 23Q (44145.290000 sec): 3 clusters
  Score: Raw -505787.644148 + Penalty 2673.375510 = -503114.268638
  nChanged 7
		SP:Iteration 24Q (44145.460000 sec): 3 clusters
  Score: Raw -505794.080048 + Penalty 2673.375510 = -503120.704538
  nChanged 8
		SP:Iteration 25Q (44145.600000 sec): 3 clusters
  Score: Raw -505801.476109 + Penalty 2673.375510 = -503128.100599
  nChanged 5
		SP:Iteration 26Q (44145.730000 sec): 3 clusters
  Score: Raw -505806.828566 + Penalty 2673.375510 = -503133.453056
  nChanged 8
		SP:Iteration 27Q (44145.900000 sec): 3 clusters
  Score: Raw -505816.189291 + Penalty 2673.375510 = -503142.813781
  nChanged 11
		SP:Iteration 28Q (44146.040000 sec): 3 clusters
  Score: Raw -505824.659754 + Penalty 2673.375510 = -503151.284244
  nChanged 8
		SP:Iteration 29Q (44146.180000 sec): 3 clusters
  Score: Raw -505833.421365 + Penalty 2673.375510 = -503160.045855
  nChanged 6
		SP:Iteration 30Q (44146.340000 sec): 3 clusters
  Score: Raw -505838.078641 + Penalty 2673.375510 = -503164.703132
  nChanged 4
		SP:Iteration 31Q (44146.500000 sec): 3 clusters
  Score: Raw -505843.422915 + Penalty 2673.375510 = -503170.047405
  nChanged 8
		SP:Iteration 32Q (44146.610000 sec): 3 clusters
  Score: Raw -505853.298125 + Penalty 2673.375510 = -503179.922615
  nChanged 9
		SP:Iteration 33Q (44146.750000 sec): 3 clusters
  Score: Raw -505861.174639 + Penalty 2673.375510 = -503187.799129
  nChanged 5
		SP:Iteration 34Q (44146.890000 sec): 3 clusters
  Score: Raw -505864.601585 + Penalty 2673.375510 = -503191.226076
  nChanged 6
		SP:Iteration 35Q (44147.050000 sec): 3 clusters
  Score: Raw -505868.834697 + Penalty 2673.375510 = -503195.459188
  nChanged 2
		SP:Iteration 36Q (44147.180000 sec): 3 clusters
  Score: Raw -505870.816151 + Penalty 2673.375510 = -503197.440641
  nChanged 5
		SP:Iteration 37Q (44147.300000 sec): 3 clusters
  Score: Raw -505873.983691 + Penalty 2673.375510 = -503200.608181
  nChanged 3
		SP:Iteration 38Q (44147.420000 sec): 3 clusters
  Score: Raw -505875.933191 + Penalty 2673.375510 = -503202.557681
  nChanged 3
		SP:Iteration 39Q (44147.560000 sec): 3 clusters
  Score: Raw -505878.780250 + Penalty 2673.375510 = -503205.404740
  nChanged 3
		SP:Iteration 40F (44147.680000 sec): 3 clusters
  Score: Raw -505880.635396 + Penalty 2673.375510 = -503207.259886
  nChanged 3
		SP:Iteration 41Q (44147.790000 sec): 3 clusters
  Score: Raw -505882.930411 + Penalty 2673.375510 = -503209.554901
  nChanged 2
		SP:Iteration 42Q (44147.960000 sec): 3 clusters
  Score: Raw -505884.393325 + Penalty 2673.375510 = -503211.017815
  nChanged 0
		SP:Iteration 43F (44148.080000 sec): 3 clusters
  Score: Raw -505884.393325 + Penalty 2673.375510 = -503211.017815
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 64 (10982 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (44148.200000 sec): 2 clusters
  Score: Raw -1323316.566377 + Penalty 1511.902088 = -1321804.664289
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (44148.390000 sec): 3 clusters
  Score: Raw -1317040.550015 + Penalty 3023.804176 = -1314016.745839
  nChanged 4776
		SP:Iteration 1F (44148.600000 sec): 3 clusters
  Score: Raw -1319647.609375 + Penalty 3023.804176 = -1316623.805199
  nChanged 681
		SP:Iteration 2F (44148.790000 sec): 3 clusters
  Score: Raw -1319924.265462 + Penalty 3023.804176 = -1316900.461286
  nChanged 539
		SP:Iteration 3Q (44149.010000 sec): 3 clusters
  Score: Raw -1320168.069645 + Penalty 3023.804176 = -1317144.265469
  nChanged 492
		SP:Iteration 4Q (44149.200000 sec): 3 clusters
  Score: Raw -1320401.680563 + Penalty 3023.804176 = -1317377.876388
  nChanged 519
		SP:Iteration 5Q (44149.450000 sec): 3 clusters
  Score: Raw -1320672.021655 + Penalty 3023.804176 = -1317648.217480
  nChanged 561
		SP:Iteration 6F (44149.680000 sec): 3 clusters
  Score: Raw -1320996.391914 + Penalty 3023.804176 = -1317972.587739
  nChanged 571
		SP:Iteration 7F (44149.870000 sec): 3 clusters
  Score: Raw -1321334.615654 + Penalty 3023.804176 = -1318310.811478
  nChanged 499
		SP:Iteration 8Q (44150.070000 sec): 3 clusters
  Score: Raw -1321648.166903 + Penalty 3023.804176 = -1318624.362727
  nChanged 437
		SP:Iteration 9Q (44150.260000 sec): 3 clusters
  Score: Raw -1321929.809523 + Penalty 3023.804176 = -1318906.005347
  nChanged 384
		SP:Iteration 10Q (44150.440000 sec): 3 clusters
  Score: Raw -1322192.524908 + Penalty 3023.804176 = -1319168.720733
  nChanged 322
		SP:Iteration 11Q (44150.700000 sec): 3 clusters
  Score: Raw -1322392.205147 + Penalty 3023.804176 = -1319368.400971
  nChanged 278
		SP:Iteration 12Q (44150.900000 sec): 3 clusters
  Score: Raw -1322556.944820 + Penalty 3023.804176 = -1319533.140644
  nChanged 256
		SP:Iteration 13Q (44151.100000 sec): 3 clusters
  Score: Raw -1322689.706910 + Penalty 3023.804176 = -1319665.902734
  nChanged 210
		SP:Iteration 14Q (44151.300000 sec): 3 clusters
  Score: Raw -1322770.588494 + Penalty 3023.804176 = -1319746.784318
  nChanged 144
		SP:Iteration 15Q (44151.510000 sec): 3 clusters
  Score: Raw -1322826.965925 + Penalty 3023.804176 = -1319803.161750
  nChanged 111
		SP:Iteration 16Q (44151.730000 sec): 3 clusters
  Score: Raw -1322866.249168 + Penalty 3023.804176 = -1319842.444992
  nChanged 82
		SP:Iteration 17Q (44151.930000 sec): 3 clusters
  Score: Raw -1322893.391461 + Penalty 3023.804176 = -1319869.587286
  nChanged 73
		SP:Iteration 18Q (44152.130000 sec): 3 clusters
  Score: Raw -1322917.611785 + Penalty 3023.804176 = -1319893.807610
  nChanged 70
		SP:Iteration 19Q (44152.290000 sec): 3 clusters
  Score: Raw -1322936.462268 + Penalty 3023.804176 = -1319912.658092
  nChanged 52
		SP:Iteration 20F (44152.510000 sec): 3 clusters
  Score: Raw -1322947.974173 + Penalty 3023.804176 = -1319924.169997
  nChanged 45
		SP:Iteration 21Q (44152.690000 sec): 3 clusters
  Score: Raw -1322958.320456 + Penalty 3023.804176 = -1319934.516281
  nChanged 37
		SP:Iteration 22Q (44152.900000 sec): 3 clusters
  Score: Raw -1322965.080937 + Penalty 3023.804176 = -1319941.276761
  nChanged 37
		SP:Iteration 23Q (44153.090000 sec): 3 clusters
  Score: Raw -1322972.719600 + Penalty 3023.804176 = -1319948.915425
  nChanged 27
		SP:Iteration 24Q (44153.290000 sec): 3 clusters
  Score: Raw -1322978.467711 + Penalty 3023.804176 = -1319954.663536
  nChanged 27
		SP:Iteration 25Q (44153.460000 sec): 3 clusters
  Score: Raw -1322983.477200 + Penalty 3023.804176 = -1319959.673025
  nChanged 28
		SP:Iteration 26Q (44153.610000 sec): 3 clusters
  Score: Raw -1322990.481224 + Penalty 3023.804176 = -1319966.677049
  nChanged 33
		SP:Iteration 27Q (44153.840000 sec): 3 clusters
  Score: Raw -1322996.719393 + Penalty 3023.804176 = -1319972.915217
  nChanged 28
		SP:Iteration 28Q (44154.060000 sec): 3 clusters
  Score: Raw -1323001.216720 + Penalty 3023.804176 = -1319977.412544
  nChanged 19
		SP:Iteration 29Q (44154.250000 sec): 3 clusters
  Score: Raw -1323005.000847 + Penalty 3023.804176 = -1319981.196671
  nChanged 21
		SP:Iteration 30Q (44154.480000 sec): 3 clusters
  Score: Raw -1323008.789311 + Penalty 3023.804176 = -1319984.985135
  nChanged 17
		SP:Iteration 31Q (44154.690000 sec): 3 clusters
  Score: Raw -1323012.071856 + Penalty 3023.804176 = -1319988.267680
  nChanged 14
		SP:Iteration 32Q (44154.900000 sec): 3 clusters
  Score: Raw -1323016.253639 + Penalty 3023.804176 = -1319992.449464
  nChanged 21
		SP:Iteration 33Q (44155.110000 sec): 3 clusters
  Score: Raw -1323020.323126 + Penalty 3023.804176 = -1319996.518950
  nChanged 18
		SP:Iteration 34Q (44155.270000 sec): 3 clusters
  Score: Raw -1323023.038246 + Penalty 3023.804176 = -1319999.234070
  nChanged 7
		SP:Iteration 35Q (44155.480000 sec): 3 clusters
  Score: Raw -1323023.805073 + Penalty 3023.804176 = -1320000.000897
  nChanged 6
		SP:Iteration 36Q (44155.640000 sec): 3 clusters
  Score: Raw -1323024.243580 + Penalty 3023.804176 = -1320000.439404
  nChanged 3
		SP:Iteration 37Q (44155.860000 sec): 3 clusters
  Score: Raw -1323024.792914 + Penalty 3023.804176 = -1320000.988738
  nChanged 1
		SP:Iteration 38Q (44156.020000 sec): 3 clusters
  Score: Raw -1323024.953753 + Penalty 3023.804176 = -1320001.149577
  nChanged 2
		SP:Iteration 39Q (44156.200000 sec): 3 clusters
  Score: Raw -1323025.298590 + Penalty 3023.804176 = -1320001.494414
  nChanged 3
		SP:Iteration 40F (44156.340000 sec): 3 clusters
  Score: Raw -1323025.635102 + Penalty 3023.804176 = -1320001.830927
  nChanged 1
		SP:Iteration 41Q (44156.560000 sec): 3 clusters
  Score: Raw -1323025.736982 + Penalty 3023.804176 = -1320001.932807
  nChanged 2
		SP:Iteration 42Q (44156.770000 sec): 3 clusters
  Score: Raw -1323025.881293 + Penalty 3023.804176 = -1320002.077118
  nChanged 2
		SP:Iteration 43Q (44157.020000 sec): 3 clusters
  Score: Raw -1323026.290706 + Penalty 3023.804176 = -1320002.486531
  nChanged 3
		SP:Iteration 44Q (44157.170000 sec): 3 clusters
  Score: Raw -1323026.825308 + Penalty 3023.804176 = -1320003.021132
  nChanged 6
		SP:Iteration 45Q (44157.360000 sec): 3 clusters
  Score: Raw -1323027.990620 + Penalty 3023.804176 = -1320004.186445
  nChanged 6
		SP:Iteration 46Q (44157.570000 sec): 3 clusters
  Score: Raw -1323028.807285 + Penalty 3023.804176 = -1320005.003110
  nChanged 7
		SP:Iteration 47Q (44157.790000 sec): 3 clusters
  Score: Raw -1323030.246022 + Penalty 3023.804176 = -1320006.441846
  nChanged 7
		SP:Iteration 48Q (44158.000000 sec): 3 clusters
  Score: Raw -1323031.701253 + Penalty 3023.804176 = -1320007.897077
  nChanged 7
		SP:Iteration 49Q (44158.210000 sec): 3 clusters
  Score: Raw -1323032.810390 + Penalty 3023.804176 = -1320009.006215
  nChanged 9
		SP:Iteration 50Q (44158.380000 sec): 3 clusters
  Score: Raw -1323034.387473 + Penalty 3023.804176 = -1320010.583298
  nChanged 5
		SP:Iteration 51Q (44158.560000 sec): 3 clusters
  Score: Raw -1323035.037928 + Penalty 3023.804176 = -1320011.233753
  nChanged 5
		SP:Iteration 52Q (44158.770000 sec): 3 clusters
  Score: Raw -1323035.592662 + Penalty 3023.804176 = -1320011.788487
  nChanged 0
		SP:Iteration 53F (44158.980000 sec): 3 clusters
  Score: Raw -1323035.592662 + Penalty 3023.804176 = -1320011.788487
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 65 (210 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (44159.070000 sec): 2 clusters
  Score: Raw -10226.417773 + Penalty 868.904974 = -9357.512799
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (44159.270000 sec): 3 clusters
  Score: Raw -10426.434684 + Penalty 1737.809947 = -8688.624737
  nChanged 49
		SP:Iteration 1F (44159.400000 sec): 3 clusters
  Score: Raw -10661.267292 + Penalty 1737.809947 = -8923.457344
  nChanged 24
		SP:Iteration 2F (44159.590000 sec): 3 clusters
  Score: Raw -10795.842610 + Penalty 1737.809947 = -9058.032662
  nChanged 13
		SP:Iteration 3F (44159.780000 sec): 3 clusters
  Score: Raw -10911.940025 + Penalty 1737.809947 = -9174.130078
  nChanged 8
		SP:Iteration 4Q (44159.890000 sec): 3 clusters
  Score: Raw -11021.898762 + Penalty 1737.809947 = -9284.088814
  nChanged 7
		SP:Iteration 5Q (44160.090000 sec): 3 clusters
  Score: Raw -11053.685686 + Penalty 1737.809947 = -9315.875739
  nChanged 2
		SP:Iteration 6Q (44160.220000 sec): 3 clusters
  Score: Raw -11068.534695 + Penalty 1737.809947 = -9330.724748
  nChanged 2
		SP:Iteration 7Q (44160.430000 sec): 3 clusters
  Score: Raw -11074.764517 + Penalty 1737.809947 = -9336.954569
  nChanged 2
		SP:Iteration 8Q (44160.560000 sec): 3 clusters
  Score: Raw -11112.179272 + Penalty 1737.809947 = -9374.369324
  nChanged 0
		SP:Iteration 9F (44160.680000 sec): 3 clusters
  Score: Raw -11112.179272 + Penalty 1737.809947 = -9374.369324
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 49.
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 66 (578 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (44160.800000 sec): 2 clusters
  Score: Raw -70878.238301 + Penalty 1033.430754 = -69844.807547
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (44160.940000 sec): 3 clusters
  Score: Raw -70770.025092 + Penalty 2066.861507 = -68703.163585
  nChanged 160
		SP:Iteration 1F (44161.070000 sec): 3 clusters
  Score: Raw -70963.695406 + Penalty 2066.861507 = -68896.833899
  nChanged 29
		SP:Iteration 2F (44161.220000 sec): 3 clusters
  Score: Raw -71010.618237 + Penalty 2066.861507 = -68943.756730
  nChanged 16
		SP:Iteration 3Q (44161.430000 sec): 3 clusters
  Score: Raw -71033.311927 + Penalty 2066.861507 = -68966.450420
  nChanged 6
		SP:Iteration 4Q (44161.600000 sec): 3 clusters
  Score: Raw -71043.276297 + Penalty 2066.861507 = -68976.414789
  nChanged 7
		SP:Iteration 5Q (44161.780000 sec): 3 clusters
  Score: Raw -71056.241772 + Penalty 2066.861507 = -68989.380264
  nChanged 4
		SP:Iteration 6Q (44161.920000 sec): 3 clusters
  Score: Raw -71061.840811 + Penalty 2066.861507 = -68994.979303
  nChanged 2
		SP:Iteration 7Q (44162.060000 sec): 3 clusters
  Score: Raw -71063.689751 + Penalty 2066.861507 = -68996.828243
  nChanged 1
		SP:Iteration 8Q (44162.180000 sec): 3 clusters
  Score: Raw -71065.274664 + Penalty 2066.861507 = -68998.413157
  nChanged 0
		SP:Iteration 9F (44162.310000 sec): 3 clusters
  Score: Raw -71065.274664 + Penalty 2066.861507 = -68998.413157
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 68 (216 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (44162.360000 sec): 2 clusters
  Score: Raw -11066.350016 + Penalty 873.482741 = -10192.867274
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (44162.480000 sec): 3 clusters
  Score: Raw -11205.986238 + Penalty 1746.965482 = -9459.020755
  nChanged 33
		SP:Iteration 1F (44162.580000 sec): 3 clusters
  Score: Raw -11344.122288 + Penalty 1746.965482 = -9597.156805
  nChanged 10
		SP:Iteration 2Q (44162.680000 sec): 3 clusters
  Score: Raw -11394.812465 + Penalty 1746.965482 = -9647.846982
  nChanged 4
		SP:Iteration 3Q (44162.770000 sec): 3 clusters
  Score: Raw -11407.970601 + Penalty 1746.965482 = -9661.005119
  nChanged 2
		SP:Iteration 4Q (44162.870000 sec): 3 clusters
  Score: Raw -11420.687032 + Penalty 1746.965482 = -9673.721549
  nChanged 2
		SP:Iteration 5Q (44162.960000 sec): 3 clusters
  Score: Raw -11427.175740 + Penalty 1746.965482 = -9680.210257
  nChanged 0
		SP:Iteration 6F (44163.060000 sec): 3 clusters
  Score: Raw -11427.175740 + Penalty 1746.965482 = -9680.210257
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 69 (9314 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (44163.160000 sec): 2 clusters
  Score: Raw -1165557.342907 + Penalty 1485.132013 = -1164072.210894
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (44163.330000 sec): 3 clusters
  Score: Raw -1160445.638415 + Penalty 2970.264025 = -1157475.374390
  nChanged 3999
		SP:Iteration 1F (44163.540000 sec): 3 clusters
  Score: Raw -1162657.763976 + Penalty 2970.264025 = -1159687.499950
  nChanged 700
		SP:Iteration 2F (44163.700000 sec): 3 clusters
  Score: Raw -1163162.088313 + Penalty 2970.264025 = -1160191.824288
  nChanged 750
		SP:Iteration 3F (44163.950000 sec): 3 clusters
  Score: Raw -1163809.074314 + Penalty 2970.264025 = -1160838.810289
  nChanged 746
		SP:Iteration 4F (44164.080000 sec): 3 clusters
  Score: Raw -1164499.009806 + Penalty 2970.264025 = -1161528.745781
  nChanged 712
		SP:Iteration 5F (44164.260000 sec): 3 clusters
  Score: Raw -1165027.472690 + Penalty 2970.264025 = -1162057.208665
  nChanged 558
		SP:Iteration 6F (44164.410000 sec): 3 clusters
  Score: Raw -1165345.855532 + Penalty 2970.264025 = -1162375.591507
  nChanged 376
		SP:Iteration 7Q (44164.630000 sec): 3 clusters
  Score: Raw -1165507.797656 + Penalty 2970.264025 = -1162537.533631
  nChanged 235
		SP:Iteration 8Q (44164.830000 sec): 3 clusters
  Score: Raw -1165591.625240 + Penalty 2970.264025 = -1162621.361214
  nChanged 181
		SP:Iteration 9Q (44164.990000 sec): 3 clusters
  Score: Raw -1165653.045694 + Penalty 2970.264025 = -1162682.781668
  nChanged 135
		SP:Iteration 10Q (44165.180000 sec): 3 clusters
  Score: Raw -1165693.566280 + Penalty 2970.264025 = -1162723.302255
  nChanged 127
		SP:Iteration 11Q (44165.380000 sec): 3 clusters
  Score: Raw -1165725.194563 + Penalty 2970.264025 = -1162754.930538
  nChanged 92
		SP:Iteration 12Q (44165.520000 sec): 3 clusters
  Score: Raw -1165747.581515 + Penalty 2970.264025 = -1162777.317490
  nChanged 83
		SP:Iteration 13Q (44165.720000 sec): 3 clusters
  Score: Raw -1165766.360234 + Penalty 2970.264025 = -1162796.096209
  nChanged 70
		SP:Iteration 14Q (44165.940000 sec): 3 clusters
  Score: Raw -1165779.178543 + Penalty 2970.264025 = -1162808.914518
  nChanged 59
		SP:Iteration 15Q (44166.120000 sec): 3 clusters
  Score: Raw -1165791.473718 + Penalty 2970.264025 = -1162821.209693
  nChanged 66
		SP:Iteration 16Q (44166.280000 sec): 3 clusters
  Score: Raw -1165807.163181 + Penalty 2970.264025 = -1162836.899156
  nChanged 65
		SP:Iteration 17Q (44166.480000 sec): 3 clusters
  Score: Raw -1165822.222074 + Penalty 2970.264025 = -1162851.958049
  nChanged 73
		SP:Iteration 18Q (44166.650000 sec): 3 clusters
  Score: Raw -1165842.750706 + Penalty 2970.264025 = -1162872.486680
  nChanged 69
		SP:Iteration 19Q (44166.870000 sec): 3 clusters
  Score: Raw -1165859.054916 + Penalty 2970.264025 = -1162888.790890
  nChanged 62
		SP:Iteration 20F (44167.020000 sec): 3 clusters
  Score: Raw -1165875.180747 + Penalty 2970.264025 = -1162904.916722
  nChanged 66
		SP:Iteration 21Q (44167.200000 sec): 3 clusters
  Score: Raw -1165896.420191 + Penalty 2970.264025 = -1162926.156166
  nChanged 68
		SP:Iteration 22Q (44167.400000 sec): 3 clusters
  Score: Raw -1165913.701281 + Penalty 2970.264025 = -1162943.437256
  nChanged 57
		SP:Iteration 23Q (44167.610000 sec): 3 clusters
  Score: Raw -1165929.775653 + Penalty 2970.264025 = -1162959.511628
  nChanged 54
		SP:Iteration 24Q (44167.820000 sec): 3 clusters
  Score: Raw -1165944.101058 + Penalty 2970.264025 = -1162973.837033
  nChanged 57
		SP:Iteration 25Q (44168.020000 sec): 3 clusters
  Score: Raw -1165962.276449 + Penalty 2970.264025 = -1162992.012424
  nChanged 59
		SP:Iteration 26Q (44168.230000 sec): 3 clusters
  Score: Raw -1165978.127353 + Penalty 2970.264025 = -1163007.863328
  nChanged 52
		SP:Iteration 27Q (44168.430000 sec): 3 clusters
  Score: Raw -1165996.223134 + Penalty 2970.264025 = -1163025.959109
  nChanged 55
		SP:Iteration 28Q (44168.670000 sec): 3 clusters
  Score: Raw -1166011.149498 + Penalty 2970.264025 = -1163040.885472
  nChanged 48
		SP:Iteration 29Q (44168.820000 sec): 3 clusters
  Score: Raw -1166026.195651 + Penalty 2970.264025 = -1163055.931626
  nChanged 54
		SP:Iteration 30Q (44169.020000 sec): 3 clusters
  Score: Raw -1166042.290294 + Penalty 2970.264025 = -1163072.026269
  nChanged 53
		SP:Iteration 31Q (44169.200000 sec): 3 clusters
  Score: Raw -1166057.106461 + Penalty 2970.264025 = -1163086.842436
  nChanged 44
		SP:Iteration 32Q (44169.360000 sec): 3 clusters
  Score: Raw -1166068.837940 + Penalty 2970.264025 = -1163098.573915
  nChanged 41
		SP:Iteration 33Q (44169.520000 sec): 3 clusters
  Score: Raw -1166079.483703 + Penalty 2970.264025 = -1163109.219678
  nChanged 34
		SP:Iteration 34Q (44169.710000 sec): 3 clusters
  Score: Raw -1166088.032088 + Penalty 2970.264025 = -1163117.768063
  nChanged 28
		SP:Iteration 35Q (44169.900000 sec): 3 clusters
  Score: Raw -1166094.754474 + Penalty 2970.264025 = -1163124.490449
  nChanged 30
		SP:Iteration 36Q (44170.080000 sec): 3 clusters
  Score: Raw -1166100.161497 + Penalty 2970.264025 = -1163129.897472
  nChanged 22
		SP:Iteration 37Q (44170.240000 sec): 3 clusters
  Score: Raw -1166105.246566 + Penalty 2970.264025 = -1163134.982541
  nChanged 20
		SP:Iteration 38Q (44170.490000 sec): 3 clusters
  Score: Raw -1166109.283988 + Penalty 2970.264025 = -1163139.019963
  nChanged 24
		SP:Iteration 39Q (44170.650000 sec): 3 clusters
  Score: Raw -1166115.571569 + Penalty 2970.264025 = -1163145.307544
  nChanged 18
		SP:Iteration 40F (44170.900000 sec): 3 clusters
  Score: Raw -1166120.597397 + Penalty 2970.264025 = -1163150.333372
  nChanged 23
		SP:Iteration 41Q (44171.030000 sec): 3 clusters
  Score: Raw -1166126.275018 + Penalty 2970.264025 = -1163156.010993
  nChanged 19
		SP:Iteration 42Q (44171.180000 sec): 3 clusters
  Score: Raw -1166129.830089 + Penalty 2970.264025 = -1163159.566064
  nChanged 16
		SP:Iteration 43Q (44171.350000 sec): 3 clusters
  Score: Raw -1166133.130510 + Penalty 2970.264025 = -1163162.866485
  nChanged 17
		SP:Iteration 44Q (44171.500000 sec): 3 clusters
  Score: Raw -1166137.489559 + Penalty 2970.264025 = -1163167.225533
  nChanged 16
		SP:Iteration 45Q (44171.730000 sec): 3 clusters
  Score: Raw -1166141.637721 + Penalty 2970.264025 = -1163171.373696
  nChanged 12
		SP:Iteration 46Q (44171.980000 sec): 3 clusters
  Score: Raw -1166144.380411 + Penalty 2970.264025 = -1163174.116386
  nChanged 16
		SP:Iteration 47Q (44172.180000 sec): 3 clusters
  Score: Raw -1166148.062525 + Penalty 2970.264025 = -1163177.798500
  nChanged 17
		SP:Iteration 48Q (44172.350000 sec): 3 clusters
  Score: Raw -1166152.260008 + Penalty 2970.264025 = -1163181.995983
  nChanged 14
		SP:Iteration 49Q (44172.550000 sec): 3 clusters
  Score: Raw -1166154.816822 + Penalty 2970.264025 = -1163184.552797
  nChanged 11
		SP:Iteration 50Q (44172.780000 sec): 3 clusters
  Score: Raw -1166156.789637 + Penalty 2970.264025 = -1163186.525612
  nChanged 8
		SP:Iteration 51Q (44172.960000 sec): 3 clusters
  Score: Raw -1166158.274433 + Penalty 2970.264025 = -1163188.010408
  nChanged 8
		SP:Iteration 52Q (44173.130000 sec): 3 clusters
  Score: Raw -1166159.461534 + Penalty 2970.264025 = -1163189.197509
  nChanged 4
		SP:Iteration 53Q (44173.390000 sec): 3 clusters
  Score: Raw -1166159.912917 + Penalty 2970.264025 = -1163189.648892
  nChanged 4
		SP:Iteration 54Q (44173.580000 sec): 3 clusters
  Score: Raw -1166160.604365 + Penalty 2970.264025 = -1163190.340339
  nChanged 5
		SP:Iteration 55Q (44173.810000 sec): 3 clusters
  Score: Raw -1166161.517978 + Penalty 2970.264025 = -1163191.253953
  nChanged 7
		SP:Iteration 56Q (44173.980000 sec): 3 clusters
  Score: Raw -1166162.707288 + Penalty 2970.264025 = -1163192.443263
  nChanged 3
		SP:Iteration 57Q (44174.200000 sec): 3 clusters
  Score: Raw -1166163.405274 + Penalty 2970.264025 = -1163193.141249
  nChanged 5
		SP:Iteration 58Q (44174.440000 sec): 3 clusters
  Score: Raw -1166164.900498 + Penalty 2970.264025 = -1163194.636473
  nChanged 1
		SP:Iteration 59Q (44174.630000 sec): 3 clusters
  Score: Raw -1166165.003257 + Penalty 2970.264025 = -1163194.739232
  nChanged 1
		SP:Iteration 60F (44174.830000 sec): 3 clusters
  Score: Raw -1166165.155505 + Penalty 2970.264025 = -1163194.891480
  nChanged 1
		SP:Iteration 61Q (44175.020000 sec): 3 clusters
  Score: Raw -1166165.266552 + Penalty 2970.264025 = -1163195.002527
  nChanged 0
		SP:Iteration 62F (44175.210000 sec): 3 clusters
  Score: Raw -1166165.266552 + Penalty 2970.264025 = -1163195.002527
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 70 (300 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (44175.320000 sec): 2 clusters
  Score: Raw -35990.965450 + Penalty 926.864652 = -35064.100798
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (44175.440000 sec): 3 clusters
  Score: Raw -36067.385679 + Penalty 1853.729304 = -34213.656374
  nChanged 56
		SP:Iteration 1F (44175.590000 sec): 3 clusters
  Score: Raw -36208.128775 + Penalty 1853.729304 = -34354.399471
  nChanged 16
		SP:Iteration 2F (44175.720000 sec): 3 clusters
  Score: Raw -36261.517422 + Penalty 1853.729304 = -34407.788118
  nChanged 7
		SP:Iteration 3Q (44175.880000 sec): 3 clusters
  Score: Raw -36291.568745 + Penalty 1853.729304 = -34437.839441
  nChanged 8
		SP:Iteration 4Q (44175.990000 sec): 3 clusters
  Score: Raw -36320.945296 + Penalty 1853.729304 = -34467.215992
  nChanged 3
		SP:Iteration 5Q (44176.120000 sec): 3 clusters
  Score: Raw -36330.056273 + Penalty 1853.729304 = -34476.326969
  nChanged 5
		SP:Iteration 6Q (44176.310000 sec): 3 clusters
  Score: Raw -36345.127698 + Penalty 1853.729304 = -34491.398394
  nChanged 2
		SP:Iteration 7Q (44176.440000 sec): 3 clusters
  Score: Raw -36352.195805 + Penalty 1853.729304 = -34498.466501
  nChanged 3
		SP:Iteration 8Q (44176.640000 sec): 3 clusters
  Score: Raw -36364.540644 + Penalty 1853.729304 = -34510.811339
  nChanged 1
		SP:Iteration 9Q (44176.780000 sec): 3 clusters
  Score: Raw -36366.975143 + Penalty 1853.729304 = -34513.245839
  nChanged 0
		SP:Iteration 10F (44176.920000 sec): 3 clusters
  Score: Raw -36366.975143 + Penalty 1853.729304 = -34513.245839
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 71 (206 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (44176.990000 sec): 2 clusters
  Score: Raw -15935.914923 + Penalty 865.779877 = -15070.135046
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (44177.170000 sec): 3 clusters
  Score: Raw -16093.856927 + Penalty 1731.559755 = -14362.297172
  nChanged 28
		SP:Iteration 1F (44177.270000 sec): 3 clusters
  Score: Raw -16157.764138 + Penalty 1731.559755 = -14426.204383
  nChanged 5
		SP:Iteration 2Q (44177.480000 sec): 3 clusters
  Score: Raw -16170.594019 + Penalty 1731.559755 = -14439.034264
  nChanged 3
		SP:Iteration 3Q (44177.600000 sec): 3 clusters
  Score: Raw -16178.628907 + Penalty 1731.559755 = -14447.069152
  nChanged 1
		SP:Iteration 4Q (44177.710000 sec): 3 clusters
  Score: Raw -16180.582307 + Penalty 1731.559755 = -14449.022552
  nChanged 1
		SP:Iteration 5Q (44177.910000 sec): 3 clusters
  Score: Raw -16184.144859 + Penalty 1731.559755 = -14452.585104
  nChanged 2
		SP:Iteration 6Q (44178.040000 sec): 3 clusters
  Score: Raw -16186.893163 + Penalty 1731.559755 = -14455.333408
  nChanged 1
		SP:Iteration 7Q (44178.180000 sec): 3 clusters
  Score: Raw -16189.910761 + Penalty 1731.559755 = -14458.351006
  nChanged 0
		SP:Iteration 8F (44178.350000 sec): 3 clusters
  Score: Raw -16189.910761 + Penalty 1731.559755 = -14458.351006
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 73 (187 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (44178.420000 sec): 2 clusters
  Score: Raw -17024.030580 + Penalty 850.055150 = -16173.975430
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (44178.570000 sec): 3 clusters
  Score: Raw -17194.800104 + Penalty 1700.110300 = -15494.689804
  nChanged 29
		SP:Iteration 1F (44178.730000 sec): 3 clusters
  Score: Raw -17352.470688 + Penalty 1700.110300 = -15652.360388
  nChanged 8
		SP:Iteration 2Q (44178.880000 sec): 3 clusters
  Score: Raw -17380.738081 + Penalty 1700.110300 = -15680.627781
  nChanged 1
		SP:Iteration 3Q (44179.050000 sec): 3 clusters
  Score: Raw -17388.972143 + Penalty 1700.110300 = -15688.861842
  nChanged 0
		SP:Iteration 4F (44179.210000 sec): 3 clusters
  Score: Raw -17388.972143 + Penalty 1700.110300 = -15688.861842
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 74 (575 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (44179.280000 sec): 2 clusters
  Score: Raw -83057.544918 + Penalty 1032.585132 = -82024.959786
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (44179.440000 sec): 3 clusters
  Score: Raw -83024.913822 + Penalty 2065.170263 = -80959.743559
  nChanged 163
		SP:Iteration 1F (44179.620000 sec): 3 clusters
  Score: Raw -83427.606916 + Penalty 2065.170263 = -81362.436653
  nChanged 59
		SP:Iteration 2F (44179.750000 sec): 3 clusters
  Score: Raw -83538.633696 + Penalty 2065.170263 = -81473.463433
  nChanged 30
		SP:Iteration 3F (44179.920000 sec): 3 clusters
  Score: Raw -83586.082291 + Penalty 2065.170263 = -81520.912027
  nChanged 11
		SP:Iteration 4Q (44180.080000 sec): 3 clusters
  Score: Raw -83601.938271 + Penalty 2065.170263 = -81536.768008
  nChanged 10
		SP:Iteration 5Q (44180.260000 sec): 3 clusters
  Score: Raw -83615.029391 + Penalty 2065.170263 = -81549.859127
  nChanged 5
		SP:Iteration 6Q (44180.410000 sec): 3 clusters
  Score: Raw -83618.996072 + Penalty 2065.170263 = -81553.825809
  nChanged 2
		SP:Iteration 7Q (44180.580000 sec): 3 clusters
  Score: Raw -83620.803820 + Penalty 2065.170263 = -81555.633557
  nChanged 4
		SP:Iteration 8Q (44180.730000 sec): 3 clusters
  Score: Raw -83624.439409 + Penalty 2065.170263 = -81559.269145
  nChanged 2
		SP:Iteration 9Q (44180.860000 sec): 3 clusters
  Score: Raw -83626.769487 + Penalty 2065.170263 = -81561.599223
  nChanged 0
		SP:Iteration 10F (44181.030000 sec): 3 clusters
  Score: Raw -83626.769487 + Penalty 2065.170263 = -81561.599223
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 75 (129 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (44181.100000 sec): 2 clusters
  Score: Raw -7980.161838 + Penalty 789.719516 = -7190.442322
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (44181.260000 sec): 3 clusters
  Score: Raw -8336.946207 + Penalty 1579.439031 = -6757.507176
  nChanged 15
		SP:Iteration 1F (44181.420000 sec): 3 clusters
  Score: Raw -8404.075090 + Penalty 1579.439031 = -6824.636059
  nChanged 3
		SP:Iteration 2Q (44181.560000 sec): 3 clusters
  Score: Raw -8411.429442 + Penalty 1579.439031 = -6831.990411
  nChanged 1
		SP:Iteration 3Q (44181.720000 sec): 3 clusters
  Score: Raw -8414.374990 + Penalty 1579.439031 = -6834.935958
  nChanged 2
		SP:Iteration 4Q (44181.870000 sec): 3 clusters
  Score: Raw -8424.828154 + Penalty 1579.439031 = -6845.389122
  nChanged 2
		SP:Iteration 5Q (44182.030000 sec): 3 clusters
  Score: Raw -8453.509878 + Penalty 1579.439031 = -6874.070847
  nChanged 1
		SP:Iteration 6Q (44182.180000 sec): 3 clusters
  Score: Raw -8455.834282 + Penalty 1579.439031 = -6876.395251
  nChanged 1
		SP:Iteration 7Q (44182.330000 sec): 3 clusters
  Score: Raw -8476.907013 + Penalty 1579.439031 = -6897.467981
  nChanged 2
		SP:Iteration 8Q (44182.480000 sec): 3 clusters
  Score: Raw -8487.745642 + Penalty 1579.439031 = -6908.306611
  nChanged 1
		SP:Iteration 9Q (44182.590000 sec): 3 clusters
  Score: Raw -8493.159187 + Penalty 1579.439031 = -6913.720156
  nChanged 3
		SP:Iteration 10Q (44182.760000 sec): 3 clusters
  Score: Raw -8514.161163 + Penalty 1579.439031 = -6934.722131
  nChanged 1
		SP:Iteration 11Q (44182.920000 sec): 3 clusters
  Score: Raw -8518.043672 + Penalty 1579.439031 = -6938.604641
  nChanged 0
		SP:Iteration 12F (44183.080000 sec): 3 clusters
  Score: Raw -8518.043672 + Penalty 1579.439031 = -6938.604641
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 76 (348 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (44183.140000 sec): 2 clusters
  Score: Raw -25778.187638 + Penalty 950.982903 = -24827.204735
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (44183.320000 sec): 3 clusters
  Score: Raw -25936.077230 + Penalty 1901.965806 = -24034.111424
  nChanged 93
		SP:Iteration 1F (44183.470000 sec): 3 clusters
  Score: Raw -26301.677750 + Penalty 1901.965806 = -24399.711944
  nChanged 32
		SP:Iteration 2F (44183.590000 sec): 3 clusters
  Score: Raw -26528.163762 + Penalty 1901.965806 = -24626.197956
  nChanged 16
		SP:Iteration 3Q (44183.740000 sec): 3 clusters
  Score: Raw -26673.824162 + Penalty 1901.965806 = -24771.858356
  nChanged 6
		SP:Iteration 4Q (44183.880000 sec): 3 clusters
  Score: Raw -26723.902639 + Penalty 1901.965806 = -24821.936833
  nChanged 6
		SP:Iteration 5Q (44184.020000 sec): 3 clusters
  Score: Raw -26755.134247 + Penalty 1901.965806 = -24853.168441
  nChanged 2
		SP:Iteration 6Q (44184.170000 sec): 3 clusters
  Score: Raw -26761.609923 + Penalty 1901.965806 = -24859.644117
  nChanged 0
		SP:Iteration 7F (44184.280000 sec): 3 clusters
  Score: Raw -26761.609923 + Penalty 1901.965806 = -24859.644117
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 67.
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 77 (221 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (44184.380000 sec): 2 clusters
  Score: Raw -19349.789154 + Penalty 877.201439 = -18472.587715
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (44184.540000 sec): 3 clusters
  Score: Raw -19449.155647 + Penalty 1754.402878 = -17694.752769
  nChanged 31
		SP:Iteration 1F (44184.680000 sec): 3 clusters
  Score: Raw -19533.505175 + Penalty 1754.402878 = -17779.102297
  nChanged 4
		SP:Iteration 2Q (44184.860000 sec): 3 clusters
  Score: Raw -19551.527917 + Penalty 1754.402878 = -17797.125039
  nChanged 0
		SP:Iteration 3F (44184.990000 sec): 3 clusters
  Score: Raw -19551.527917 + Penalty 1754.402878 = -17797.125039
  nChanged 0
Deleting Class 76 (257 points): Lose 2045.601498 but Gain 2224.536093
Iteration 410F (44341.960000 sec): 76 clusters
  Score: Raw -104765164.013316 + Penalty 166840.206996 = -104598323.806321
  nChanged 227
Iteration 411F (44518.180000 sec): 76 clusters
  Score: Raw -104766063.985328 + Penalty 166840.206996 = -104599223.778333
  nChanged 36
Iteration 412Q (44620.790000 sec): 76 clusters
  Score: Raw -104766182.345405 + Penalty 166840.206996 = -104599342.138410
  nChanged 19
Iteration 413Q (44711.690000 sec): 76 clusters
  Score: Raw -104766242.425865 + Penalty 166840.206996 = -104599402.218869
  nChanged 12
Iteration 414Q (44814.430000 sec): 76 clusters
  Score: Raw -104766257.983754 + Penalty 166840.206996 = -104599417.776758
  nChanged 6
Iteration 415Q (44914.130000 sec): 76 clusters
  Score: Raw -104766261.551235 + Penalty 166840.206996 = -104599421.344239
  nChanged 4
Iteration 416Q (45019.810000 sec): 76 clusters
  Score: Raw -104766266.726214 + Penalty 166840.206996 = -104599426.519219
  nChanged 2
Iteration 417Q (45124.340000 sec): 76 clusters
  Score: Raw -104766281.178861 + Penalty 166840.206996 = -104599440.971865
  nChanged 3
Iteration 418Q (45228.040000 sec): 76 clusters
  Score: Raw -104766287.096996 + Penalty 166840.206996 = -104599446.890000
  nChanged 2
Writing temp clu file 
Because OldScore, -104599440.971865, is greater than current (better) Score,-104599446.890000 
 Compute initial score before splitting:   Score: Raw -104766287.096996 + Penalty 166840.206996 = -104599446.890000
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 1 (10307 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (45228.300000 sec): 2 clusters
  Score: Raw -1223213.568741 + Penalty 1501.594015 = -1221711.974726
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (45228.570000 sec): 3 clusters
  Score: Raw -1217313.348478 + Penalty 3003.188030 = -1214310.160448
  nChanged 4501
		SP:Iteration 1F (45228.800000 sec): 3 clusters
  Score: Raw -1219900.910199 + Penalty 3003.188030 = -1216897.722168
  nChanged 664
		SP:Iteration 2F (45229.030000 sec): 3 clusters
  Score: Raw -1220276.215706 + Penalty 3003.188030 = -1217273.027676
  nChanged 590
		SP:Iteration 3F (45229.270000 sec): 3 clusters
  Score: Raw -1220622.929963 + Penalty 3003.188030 = -1217619.741933
  nChanged 561
		SP:Iteration 4F (45229.520000 sec): 3 clusters
  Score: Raw -1220978.769274 + Penalty 3003.188030 = -1217975.581243
  nChanged 544
		SP:Iteration 5F (45229.730000 sec): 3 clusters
  Score: Raw -1221292.992416 + Penalty 3003.188030 = -1218289.804385
  nChanged 518
		SP:Iteration 6F (45229.910000 sec): 3 clusters
  Score: Raw -1221604.690669 + Penalty 3003.188030 = -1218601.502639
  nChanged 533
		SP:Iteration 7F (45230.180000 sec): 3 clusters
  Score: Raw -1221908.229849 + Penalty 3003.188030 = -1218905.041819
  nChanged 491
		SP:Iteration 8Q (45230.400000 sec): 3 clusters
  Score: Raw -1222152.701045 + Penalty 3003.188030 = -1219149.513015
  nChanged 408
		SP:Iteration 9Q (45230.660000 sec): 3 clusters
  Score: Raw -1222328.883133 + Penalty 3003.188030 = -1219325.695103
  nChanged 317
		SP:Iteration 10Q (45230.940000 sec): 3 clusters
  Score: Raw -1222455.787035 + Penalty 3003.188030 = -1219452.599005
  nChanged 247
		SP:Iteration 11Q (45231.120000 sec): 3 clusters
  Score: Raw -1222536.657746 + Penalty 3003.188030 = -1219533.469715
  nChanged 186
		SP:Iteration 12Q (45231.350000 sec): 3 clusters
  Score: Raw -1222589.959581 + Penalty 3003.188030 = -1219586.771550
  nChanged 153
		SP:Iteration 13Q (45231.560000 sec): 3 clusters
  Score: Raw -1222627.381477 + Penalty 3003.188030 = -1219624.193447
  nChanged 124
		SP:Iteration 14Q (45231.750000 sec): 3 clusters
  Score: Raw -1222652.783272 + Penalty 3003.188030 = -1219649.595242
  nChanged 106
		SP:Iteration 15Q (45232.040000 sec): 3 clusters
  Score: Raw -1222678.519851 + Penalty 3003.188030 = -1219675.331821
  nChanged 97
		SP:Iteration 16Q (45232.260000 sec): 3 clusters
  Score: Raw -1222700.076100 + Penalty 3003.188030 = -1219696.888069
  nChanged 85
		SP:Iteration 17Q (45232.480000 sec): 3 clusters
  Score: Raw -1222719.277705 + Penalty 3003.188030 = -1219716.089675
  nChanged 79
		SP:Iteration 18Q (45232.710000 sec): 3 clusters
  Score: Raw -1222734.670625 + Penalty 3003.188030 = -1219731.482595
  nChanged 71
		SP:Iteration 19Q (45232.940000 sec): 3 clusters
  Score: Raw -1222746.169048 + Penalty 3003.188030 = -1219742.981018
  nChanged 63
		SP:Iteration 20F (45233.240000 sec): 3 clusters
  Score: Raw -1222758.162099 + Penalty 3003.188030 = -1219754.974069
  nChanged 57
		SP:Iteration 21Q (45233.510000 sec): 3 clusters
  Score: Raw -1222770.568084 + Penalty 3003.188030 = -1219767.380054
  nChanged 64
		SP:Iteration 22Q (45233.700000 sec): 3 clusters
  Score: Raw -1222781.760373 + Penalty 3003.188030 = -1219778.572343
  nChanged 54
		SP:Iteration 23Q (45233.960000 sec): 3 clusters
  Score: Raw -1222790.652339 + Penalty 3003.188030 = -1219787.464309
  nChanged 43
		SP:Iteration 24Q (45234.240000 sec): 3 clusters
  Score: Raw -1222797.006340 + Penalty 3003.188030 = -1219793.818309
  nChanged 51
		SP:Iteration 25Q (45234.420000 sec): 3 clusters
  Score: Raw -1222804.493758 + Penalty 3003.188030 = -1219801.305727
  nChanged 47
		SP:Iteration 26Q (45234.690000 sec): 3 clusters
  Score: Raw -1222812.997500 + Penalty 3003.188030 = -1219809.809470
  nChanged 58
		SP:Iteration 27Q (45234.920000 sec): 3 clusters
  Score: Raw -1222822.978673 + Penalty 3003.188030 = -1219819.790643
  nChanged 63
		SP:Iteration 28Q (45235.140000 sec): 3 clusters
  Score: Raw -1222833.270945 + Penalty 3003.188030 = -1219830.082915
  nChanged 56
		SP:Iteration 29Q (45235.450000 sec): 3 clusters
  Score: Raw -1222842.647225 + Penalty 3003.188030 = -1219839.459195
  nChanged 53
		SP:Iteration 30Q (45235.680000 sec): 3 clusters
  Score: Raw -1222851.428673 + Penalty 3003.188030 = -1219848.240642
  nChanged 51
		SP:Iteration 31Q (45235.890000 sec): 3 clusters
  Score: Raw -1222860.476104 + Penalty 3003.188030 = -1219857.288073
  nChanged 44
		SP:Iteration 32Q (45236.080000 sec): 3 clusters
  Score: Raw -1222869.363873 + Penalty 3003.188030 = -1219866.175843
  nChanged 50
		SP:Iteration 33Q (45236.320000 sec): 3 clusters
  Score: Raw -1222877.711170 + Penalty 3003.188030 = -1219874.523139
  nChanged 53
		SP:Iteration 34Q (45236.520000 sec): 3 clusters
  Score: Raw -1222886.743249 + Penalty 3003.188030 = -1219883.555218
  nChanged 51
		SP:Iteration 35Q (45236.730000 sec): 3 clusters
  Score: Raw -1222895.885318 + Penalty 3003.188030 = -1219892.697288
  nChanged 36
		SP:Iteration 36Q (45236.970000 sec): 3 clusters
  Score: Raw -1222901.933498 + Penalty 3003.188030 = -1219898.745467
  nChanged 40
		SP:Iteration 37Q (45237.160000 sec): 3 clusters
  Score: Raw -1222908.092260 + Penalty 3003.188030 = -1219904.904229
  nChanged 29
		SP:Iteration 38Q (45237.380000 sec): 3 clusters
  Score: Raw -1222912.187090 + Penalty 3003.188030 = -1219908.999060
  nChanged 35
		SP:Iteration 39Q (45237.570000 sec): 3 clusters
  Score: Raw -1222917.705481 + Penalty 3003.188030 = -1219914.517451
  nChanged 38
		SP:Iteration 40F (45237.760000 sec): 3 clusters
  Score: Raw -1222924.015114 + Penalty 3003.188030 = -1219920.827084
  nChanged 42
		SP:Iteration 41Q (45237.970000 sec): 3 clusters
  Score: Raw -1222929.612038 + Penalty 3003.188030 = -1219926.424008
  nChanged 37
		SP:Iteration 42Q (45238.220000 sec): 3 clusters
  Score: Raw -1222934.827325 + Penalty 3003.188030 = -1219931.639295
  nChanged 29
		SP:Iteration 43Q (45238.460000 sec): 3 clusters
  Score: Raw -1222939.823516 + Penalty 3003.188030 = -1219936.635486
  nChanged 31
		SP:Iteration 44Q (45238.700000 sec): 3 clusters
  Score: Raw -1222945.500783 + Penalty 3003.188030 = -1219942.312753
  nChanged 39
		SP:Iteration 45Q (45238.940000 sec): 3 clusters
  Score: Raw -1222953.292537 + Penalty 3003.188030 = -1219950.104507
  nChanged 45
		SP:Iteration 46Q (45239.200000 sec): 3 clusters
  Score: Raw -1222962.075875 + Penalty 3003.188030 = -1219958.887844
  nChanged 41
		SP:Iteration 47Q (45239.370000 sec): 3 clusters
  Score: Raw -1222968.791037 + Penalty 3003.188030 = -1219965.603007
  nChanged 42
		SP:Iteration 48Q (45239.600000 sec): 3 clusters
  Score: Raw -1222975.706264 + Penalty 3003.188030 = -1219972.518234
  nChanged 44
		SP:Iteration 49Q (45239.850000 sec): 3 clusters
  Score: Raw -1222983.423081 + Penalty 3003.188030 = -1219980.235050
  nChanged 36
		SP:Iteration 50Q (45240.130000 sec): 3 clusters
  Score: Raw -1222990.776200 + Penalty 3003.188030 = -1219987.588170
  nChanged 35
		SP:Iteration 51Q (45240.380000 sec): 3 clusters
  Score: Raw -1222997.951973 + Penalty 3003.188030 = -1219994.763942
  nChanged 31
		SP:Iteration 52Q (45240.570000 sec): 3 clusters
  Score: Raw -1223003.109367 + Penalty 3003.188030 = -1219999.921336
  nChanged 43
		SP:Iteration 53Q (45240.780000 sec): 3 clusters
  Score: Raw -1223011.040096 + Penalty 3003.188030 = -1220007.852065
  nChanged 46
		SP:Iteration 54Q (45241.060000 sec): 3 clusters
  Score: Raw -1223020.652311 + Penalty 3003.188030 = -1220017.464281
  nChanged 62
		SP:Iteration 55Q (45241.240000 sec): 3 clusters
  Score: Raw -1223035.389336 + Penalty 3003.188030 = -1220032.201305
  nChanged 75
		SP:Iteration 56Q (45241.480000 sec): 3 clusters
  Score: Raw -1223052.459338 + Penalty 3003.188030 = -1220049.271308
  nChanged 76
		SP:Iteration 57Q (45241.690000 sec): 3 clusters
  Score: Raw -1223069.990549 + Penalty 3003.188030 = -1220066.802519
  nChanged 73
		SP:Iteration 58Q (45241.920000 sec): 3 clusters
  Score: Raw -1223085.887674 + Penalty 3003.188030 = -1220082.699644
  nChanged 74
		SP:Iteration 59Q (45242.150000 sec): 3 clusters
  Score: Raw -1223103.974415 + Penalty 3003.188030 = -1220100.786385
  nChanged 65
		SP:Iteration 60F (45242.370000 sec): 3 clusters
  Score: Raw -1223118.367115 + Penalty 3003.188030 = -1220115.179085
  nChanged 58
		SP:Iteration 61Q (45242.610000 sec): 3 clusters
  Score: Raw -1223130.624017 + Penalty 3003.188030 = -1220127.435987
  nChanged 68
		SP:Iteration 62Q (45242.860000 sec): 3 clusters
  Score: Raw -1223146.095988 + Penalty 3003.188030 = -1220142.907958
  nChanged 73
		SP:Iteration 63Q (45243.080000 sec): 3 clusters
  Score: Raw -1223164.061877 + Penalty 3003.188030 = -1220160.873847
  nChanged 68
		SP:Iteration 64Q (45243.340000 sec): 3 clusters
  Score: Raw -1223179.216200 + Penalty 3003.188030 = -1220176.028170
  nChanged 58
		SP:Iteration 65Q (45243.570000 sec): 3 clusters
  Score: Raw -1223191.831123 + Penalty 3003.188030 = -1220188.643093
  nChanged 64
		SP:Iteration 66Q (45243.850000 sec): 3 clusters
  Score: Raw -1223206.532216 + Penalty 3003.188030 = -1220203.344186
  nChanged 75
		SP:Iteration 67Q (45244.100000 sec): 3 clusters
  Score: Raw -1223224.995252 + Penalty 3003.188030 = -1220221.807221
  nChanged 74
		SP:Iteration 68Q (45244.320000 sec): 3 clusters
  Score: Raw -1223240.273280 + Penalty 3003.188030 = -1220237.085250
  nChanged 67
		SP:Iteration 69Q (45244.570000 sec): 3 clusters
  Score: Raw -1223256.256177 + Penalty 3003.188030 = -1220253.068146
  nChanged 73
		SP:Iteration 70Q (45244.760000 sec): 3 clusters
  Score: Raw -1223271.912420 + Penalty 3003.188030 = -1220268.724390
  nChanged 62
		SP:Iteration 71Q (45245.000000 sec): 3 clusters
  Score: Raw -1223289.529081 + Penalty 3003.188030 = -1220286.341050
  nChanged 68
		SP:Iteration 72Q (45245.150000 sec): 3 clusters
  Score: Raw -1223310.580963 + Penalty 3003.188030 = -1220307.392933
  nChanged 65
		SP:Iteration 73Q (45245.330000 sec): 3 clusters
  Score: Raw -1223331.244892 + Penalty 3003.188030 = -1220328.056862
  nChanged 72
		SP:Iteration 74Q (45245.570000 sec): 3 clusters
  Score: Raw -1223352.904420 + Penalty 3003.188030 = -1220349.716390
  nChanged 69
		SP:Iteration 75Q (45245.770000 sec): 3 clusters
  Score: Raw -1223376.460160 + Penalty 3003.188030 = -1220373.272130
  nChanged 67
		SP:Iteration 76Q (45245.990000 sec): 3 clusters
  Score: Raw -1223397.284041 + Penalty 3003.188030 = -1220394.096011
  nChanged 60
		SP:Iteration 77Q (45246.220000 sec): 3 clusters
  Score: Raw -1223415.941136 + Penalty 3003.188030 = -1220412.753105
  nChanged 63
		SP:Iteration 78Q (45246.480000 sec): 3 clusters
  Score: Raw -1223432.716869 + Penalty 3003.188030 = -1220429.528839
  nChanged 58
		SP:Iteration 79Q (45246.630000 sec): 3 clusters
  Score: Raw -1223449.036381 + Penalty 3003.188030 = -1220445.848351
  nChanged 54
		SP:Iteration 80F (45246.870000 sec): 3 clusters
  Score: Raw -1223466.735675 + Penalty 3003.188030 = -1220463.547644
  nChanged 47
		SP:Iteration 81Q (45247.140000 sec): 3 clusters
  Score: Raw -1223478.411139 + Penalty 3003.188030 = -1220475.223109
  nChanged 37
		SP:Iteration 82Q (45247.340000 sec): 3 clusters
  Score: Raw -1223486.511258 + Penalty 3003.188030 = -1220483.323228
  nChanged 31
		SP:Iteration 83Q (45247.570000 sec): 3 clusters
  Score: Raw -1223492.373610 + Penalty 3003.188030 = -1220489.185579
  nChanged 18
		SP:Iteration 84Q (45247.780000 sec): 3 clusters
  Score: Raw -1223496.480171 + Penalty 3003.188030 = -1220493.292141
  nChanged 24
		SP:Iteration 85Q (45248.000000 sec): 3 clusters
  Score: Raw -1223500.964797 + Penalty 3003.188030 = -1220497.776767
  nChanged 17
		SP:Iteration 86Q (45248.250000 sec): 3 clusters
  Score: Raw -1223503.931860 + Penalty 3003.188030 = -1220500.743830
  nChanged 18
		SP:Iteration 87Q (45248.470000 sec): 3 clusters
  Score: Raw -1223509.221469 + Penalty 3003.188030 = -1220506.033439
  nChanged 24
		SP:Iteration 88Q (45248.660000 sec): 3 clusters
  Score: Raw -1223515.038733 + Penalty 3003.188030 = -1220511.850703
  nChanged 26
		SP:Iteration 89Q (45248.840000 sec): 3 clusters
  Score: Raw -1223523.482111 + Penalty 3003.188030 = -1220520.294081
  nChanged 23
		SP:Iteration 90Q (45249.040000 sec): 3 clusters
  Score: Raw -1223531.104565 + Penalty 3003.188030 = -1220527.916535
  nChanged 22
		SP:Iteration 91Q (45249.310000 sec): 3 clusters
  Score: Raw -1223536.551173 + Penalty 3003.188030 = -1220533.363143
  nChanged 29
		SP:Iteration 92Q (45249.560000 sec): 3 clusters
  Score: Raw -1223542.901363 + Penalty 3003.188030 = -1220539.713332
  nChanged 25
		SP:Iteration 93Q (45249.850000 sec): 3 clusters
  Score: Raw -1223550.510019 + Penalty 3003.188030 = -1220547.321989
  nChanged 30
		SP:Iteration 94Q (45250.080000 sec): 3 clusters
  Score: Raw -1223559.517683 + Penalty 3003.188030 = -1220556.329653
  nChanged 24
		SP:Iteration 95Q (45250.360000 sec): 3 clusters
  Score: Raw -1223566.016466 + Penalty 3003.188030 = -1220562.828436
  nChanged 23
		SP:Iteration 96Q (45250.590000 sec): 3 clusters
  Score: Raw -1223572.103367 + Penalty 3003.188030 = -1220568.915337
  nChanged 22
		SP:Iteration 97Q (45250.820000 sec): 3 clusters
  Score: Raw -1223577.510668 + Penalty 3003.188030 = -1220574.322637
  nChanged 20
		SP:Iteration 98Q (45251.060000 sec): 3 clusters
  Score: Raw -1223583.660198 + Penalty 3003.188030 = -1220580.472168
  nChanged 25
		SP:Iteration 99Q (45251.260000 sec): 3 clusters
  Score: Raw -1223591.187691 + Penalty 3003.188030 = -1220587.999660
  nChanged 28
		SP:Iteration 100F (45251.420000 sec): 3 clusters
  Score: Raw -1223600.519315 + Penalty 3003.188030 = -1220597.331285
  nChanged 32
		SP:Iteration 101Q (45251.580000 sec): 3 clusters
  Score: Raw -1223609.243828 + Penalty 3003.188030 = -1220606.055798
  nChanged 29
		SP:Iteration 102Q (45251.760000 sec): 3 clusters
  Score: Raw -1223617.291247 + Penalty 3003.188030 = -1220614.103216
  nChanged 24
		SP:Iteration 103Q (45251.940000 sec): 3 clusters
  Score: Raw -1223624.190184 + Penalty 3003.188030 = -1220621.002153
  nChanged 28
		SP:Iteration 104Q (45252.210000 sec): 3 clusters
  Score: Raw -1223633.283062 + Penalty 3003.188030 = -1220630.095032
  nChanged 26
		SP:Iteration 105Q (45252.380000 sec): 3 clusters
  Score: Raw -1223640.774302 + Penalty 3003.188030 = -1220637.586271
  nChanged 18
		SP:Iteration 106Q (45252.570000 sec): 3 clusters
  Score: Raw -1223647.020111 + Penalty 3003.188030 = -1220643.832081
  nChanged 23
		SP:Iteration 107Q (45252.770000 sec): 3 clusters
  Score: Raw -1223654.444353 + Penalty 3003.188030 = -1220651.256323
  nChanged 25
		SP:Iteration 108Q (45252.980000 sec): 3 clusters
  Score: Raw -1223661.469508 + Penalty 3003.188030 = -1220658.281478
  nChanged 17
		SP:Iteration 109Q (45253.210000 sec): 3 clusters
  Score: Raw -1223666.016289 + Penalty 3003.188030 = -1220662.828259
  nChanged 14
		SP:Iteration 110Q (45253.430000 sec): 3 clusters
  Score: Raw -1223670.004943 + Penalty 3003.188030 = -1220666.816912
  nChanged 12
		SP:Iteration 111Q (45253.700000 sec): 3 clusters
  Score: Raw -1223673.193013 + Penalty 3003.188030 = -1220670.004982
  nChanged 19
		SP:Iteration 112Q (45253.940000 sec): 3 clusters
  Score: Raw -1223679.765405 + Penalty 3003.188030 = -1220676.577375
  nChanged 20
		SP:Iteration 113Q (45254.110000 sec): 3 clusters
  Score: Raw -1223685.237323 + Penalty 3003.188030 = -1220682.049293
  nChanged 13
		SP:Iteration 114Q (45254.320000 sec): 3 clusters
  Score: Raw -1223688.703934 + Penalty 3003.188030 = -1220685.515904
  nChanged 13
		SP:Iteration 115Q (45254.620000 sec): 3 clusters
  Score: Raw -1223691.090425 + Penalty 3003.188030 = -1220687.902395
  nChanged 9
		SP:Iteration 116Q (45254.780000 sec): 3 clusters
  Score: Raw -1223692.823787 + Penalty 3003.188030 = -1220689.635756
  nChanged 8
		SP:Iteration 117Q (45255.000000 sec): 3 clusters
  Score: Raw -1223694.992536 + Penalty 3003.188030 = -1220691.804506
  nChanged 9
		SP:Iteration 118Q (45255.190000 sec): 3 clusters
  Score: Raw -1223697.151943 + Penalty 3003.188030 = -1220693.963913
  nChanged 7
		SP:Iteration 119Q (45255.370000 sec): 3 clusters
  Score: Raw -1223698.629222 + Penalty 3003.188030 = -1220695.441191
  nChanged 3
		SP:Iteration 120F (45255.620000 sec): 3 clusters
  Score: Raw -1223699.408160 + Penalty 3003.188030 = -1220696.220129
  nChanged 4
		SP:Iteration 121Q (45255.810000 sec): 3 clusters
  Score: Raw -1223700.525811 + Penalty 3003.188030 = -1220697.337781
  nChanged 6
		SP:Iteration 122Q (45256.010000 sec): 3 clusters
  Score: Raw -1223701.841137 + Penalty 3003.188030 = -1220698.653107
  nChanged 0
		SP:Iteration 123F (45256.210000 sec): 3 clusters
  Score: Raw -1223701.841137 + Penalty 3003.188030 = -1220698.653107
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 2 (23921 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (45256.450000 sec): 2 clusters
  Score: Raw -3008506.404192 + Penalty 1638.408202 = -3006867.995990
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (45256.760000 sec): 3 clusters
  Score: Raw -2994036.411347 + Penalty 3276.816404 = -2990759.594943
  nChanged 10802
		SP:Iteration 1F (45257.090000 sec): 3 clusters
  Score: Raw -2999854.261891 + Penalty 3276.816404 = -2996577.445487
  nChanged 1038
		SP:Iteration 2Q (45257.460000 sec): 3 clusters
  Score: Raw -3000193.174811 + Penalty 3276.816404 = -2996916.358406
  nChanged 1025
		SP:Iteration 3Q (45257.820000 sec): 3 clusters
  Score: Raw -3000545.241957 + Penalty 3276.816404 = -2997268.425553
  nChanged 1029
		SP:Iteration 4Q (45258.190000 sec): 3 clusters
  Score: Raw -3000925.006901 + Penalty 3276.816404 = -2997648.190497
  nChanged 1103
		SP:Iteration 5Q (45258.570000 sec): 3 clusters
  Score: Raw -3001424.887181 + Penalty 3276.816404 = -2998148.070777
  nChanged 1303
		SP:Iteration 6F (45258.870000 sec): 3 clusters
  Score: Raw -3002171.370859 + Penalty 3276.816404 = -2998894.554455
  nChanged 1594
		SP:Iteration 7F (45259.180000 sec): 3 clusters
  Score: Raw -3003333.889672 + Penalty 3276.816404 = -3000057.073267
  nChanged 1711
		SP:Iteration 8F (45259.480000 sec): 3 clusters
  Score: Raw -3004750.932114 + Penalty 3276.816404 = -3001474.115710
  nChanged 1583
		SP:Iteration 9F (45259.780000 sec): 3 clusters
  Score: Raw -3006205.362880 + Penalty 3276.816404 = -3002928.546476
  nChanged 1176
		SP:Iteration 10Q (45260.150000 sec): 3 clusters
  Score: Raw -3007310.051055 + Penalty 3276.816404 = -3004033.234650
  nChanged 693
		SP:Iteration 11Q (45260.450000 sec): 3 clusters
  Score: Raw -3007955.288782 + Penalty 3276.816404 = -3004678.472377
  nChanged 385
		SP:Iteration 12Q (45260.760000 sec): 3 clusters
  Score: Raw -3008303.157974 + Penalty 3276.816404 = -3005026.341569
  nChanged 201
		SP:Iteration 13Q (45261.100000 sec): 3 clusters
  Score: Raw -3008487.769608 + Penalty 3276.816404 = -3005210.953204
  nChanged 111
		SP:Iteration 14Q (45261.360000 sec): 3 clusters
  Score: Raw -3008576.547244 + Penalty 3276.816404 = -3005299.730840
  nChanged 59
		SP:Iteration 15Q (45261.690000 sec): 3 clusters
  Score: Raw -3008629.408266 + Penalty 3276.816404 = -3005352.591861
  nChanged 46
		SP:Iteration 16Q (45261.990000 sec): 3 clusters
  Score: Raw -3008669.360892 + Penalty 3276.816404 = -3005392.544487
  nChanged 28
		SP:Iteration 17Q (45262.250000 sec): 3 clusters
  Score: Raw -3008697.899827 + Penalty 3276.816404 = -3005421.083423
  nChanged 19
		SP:Iteration 18Q (45262.540000 sec): 3 clusters
  Score: Raw -3008718.517120 + Penalty 3276.816404 = -3005441.700715
  nChanged 13
		SP:Iteration 19Q (45262.870000 sec): 3 clusters
  Score: Raw -3008731.775549 + Penalty 3276.816404 = -3005454.959145
  nChanged 11
		SP:Iteration 20F (45263.130000 sec): 3 clusters
  Score: Raw -3008741.440843 + Penalty 3276.816404 = -3005464.624439
  nChanged 5
		SP:Iteration 21Q (45263.440000 sec): 3 clusters
  Score: Raw -3008747.809133 + Penalty 3276.816404 = -3005470.992728
  nChanged 8
		SP:Iteration 22Q (45263.700000 sec): 3 clusters
  Score: Raw -3008756.827367 + Penalty 3276.816404 = -3005480.010962
  nChanged 8
		SP:Iteration 23Q (45263.990000 sec): 3 clusters
  Score: Raw -3008765.109204 + Penalty 3276.816404 = -3005488.292800
  nChanged 1
		SP:Iteration 24Q (45264.290000 sec): 3 clusters
  Score: Raw -3008765.391723 + Penalty 3276.816404 = -3005488.575318
  nChanged 1
		SP:Iteration 25Q (45264.600000 sec): 3 clusters
  Score: Raw -3008766.102654 + Penalty 3276.816404 = -3005489.286250
  nChanged 0
		SP:Iteration 26F (45264.890000 sec): 3 clusters
  Score: Raw -3008766.102654 + Penalty 3276.816404 = -3005489.286250
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 3 (146 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (45264.990000 sec): 2 clusters
  Score: Raw -16929.937136 + Penalty 809.836076 = -16120.101060
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (45265.110000 sec): 3 clusters
  Score: Raw -17145.718581 + Penalty 1619.672152 = -15526.046429
  nChanged 19
		SP:Iteration 1F (45265.250000 sec): 3 clusters
  Score: Raw -17238.146888 + Penalty 1619.672152 = -15618.474736
  nChanged 4
		SP:Iteration 2Q (45265.430000 sec): 3 clusters
  Score: Raw -17252.501071 + Penalty 1619.672152 = -15632.828919
  nChanged 4
		SP:Iteration 3Q (45265.650000 sec): 3 clusters
  Score: Raw -17267.591877 + Penalty 1619.672152 = -15647.919724
  nChanged 5
		SP:Iteration 4Q (45265.810000 sec): 3 clusters
  Score: Raw -17297.993572 + Penalty 1619.672152 = -15678.321420
  nChanged 4
		SP:Iteration 5Q (45266.030000 sec): 3 clusters
  Score: Raw -17311.618726 + Penalty 1619.672152 = -15691.946574
  nChanged 1
		SP:Iteration 6Q (45266.190000 sec): 3 clusters
  Score: Raw -17313.693880 + Penalty 1619.672152 = -15694.021728
  nChanged 1
		SP:Iteration 7Q (45266.380000 sec): 3 clusters
  Score: Raw -17321.874394 + Penalty 1619.672152 = -15702.202242
  nChanged 1
		SP:Iteration 8Q (45266.550000 sec): 3 clusters
  Score: Raw -17325.623683 + Penalty 1619.672152 = -15705.951531
  nChanged 0
		SP:Iteration 9F (45266.750000 sec): 3 clusters
  Score: Raw -17325.623683 + Penalty 1619.672152 = -15705.951531
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 4 (1341 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (45266.850000 sec): 2 clusters
  Score: Raw -150120.023181 + Penalty 1170.190269 = -148949.832912
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (45267.010000 sec): 3 clusters
  Score: Raw -149656.849252 + Penalty 2340.380537 = -147316.468715
  nChanged 444
		SP:Iteration 1F (45267.190000 sec): 3 clusters
  Score: Raw -150000.694683 + Penalty 2340.380537 = -147660.314146
  nChanged 108
		SP:Iteration 2F (45267.350000 sec): 3 clusters
  Score: Raw -150118.307799 + Penalty 2340.380537 = -147777.927262
  nChanged 63
		SP:Iteration 3Q (45267.550000 sec): 3 clusters
  Score: Raw -150186.914264 + Penalty 2340.380537 = -147846.533726
  nChanged 41
		SP:Iteration 4Q (45267.740000 sec): 3 clusters
  Score: Raw -150256.083282 + Penalty 2340.380537 = -147915.702744
  nChanged 35
		SP:Iteration 5Q (45267.920000 sec): 3 clusters
  Score: Raw -150298.098313 + Penalty 2340.380537 = -147957.717776
  nChanged 19
		SP:Iteration 6Q (45268.110000 sec): 3 clusters
  Score: Raw -150311.077237 + Penalty 2340.380537 = -147970.696699
  nChanged 16
		SP:Iteration 7Q (45268.310000 sec): 3 clusters
  Score: Raw -150320.581050 + Penalty 2340.380537 = -147980.200513
  nChanged 9
		SP:Iteration 8Q (45268.470000 sec): 3 clusters
  Score: Raw -150327.241010 + Penalty 2340.380537 = -147986.860473
  nChanged 5
		SP:Iteration 9Q (45268.670000 sec): 3 clusters
  Score: Raw -150334.027449 + Penalty 2340.380537 = -147993.646912
  nChanged 9
		SP:Iteration 10Q (45268.800000 sec): 3 clusters
  Score: Raw -150342.505991 + Penalty 2340.380537 = -148002.125454
  nChanged 9
		SP:Iteration 11Q (45269.010000 sec): 3 clusters
  Score: Raw -150349.626817 + Penalty 2340.380537 = -148009.246280
  nChanged 8
		SP:Iteration 12Q (45269.160000 sec): 3 clusters
  Score: Raw -150356.345983 + Penalty 2340.380537 = -148015.965446
  nChanged 8
		SP:Iteration 13Q (45269.400000 sec): 3 clusters
  Score: Raw -150370.516380 + Penalty 2340.380537 = -148030.135843
  nChanged 16
		SP:Iteration 14Q (45269.620000 sec): 3 clusters
  Score: Raw -150387.363872 + Penalty 2340.380537 = -148046.983335
  nChanged 15
		SP:Iteration 15Q (45269.850000 sec): 3 clusters
  Score: Raw -150400.392744 + Penalty 2340.380537 = -148060.012207
  nChanged 11
		SP:Iteration 16Q (45270.030000 sec): 3 clusters
  Score: Raw -150413.109242 + Penalty 2340.380537 = -148072.728705
  nChanged 11
		SP:Iteration 17Q (45270.230000 sec): 3 clusters
  Score: Raw -150439.573321 + Penalty 2340.380537 = -148099.192784
  nChanged 16
		SP:Iteration 18Q (45270.360000 sec): 3 clusters
  Score: Raw -150455.122234 + Penalty 2340.380537 = -148114.741697
  nChanged 16
		SP:Iteration 19Q (45270.570000 sec): 3 clusters
  Score: Raw -150471.023746 + Penalty 2340.380537 = -148130.643209
  nChanged 12
		SP:Iteration 20F (45270.710000 sec): 3 clusters
  Score: Raw -150488.996712 + Penalty 2340.380537 = -148148.616175
  nChanged 11
		SP:Iteration 21Q (45270.860000 sec): 3 clusters
  Score: Raw -150501.062500 + Penalty 2340.380537 = -148160.681963
  nChanged 9
		SP:Iteration 22Q (45271.010000 sec): 3 clusters
  Score: Raw -150511.559869 + Penalty 2340.380537 = -148171.179332
  nChanged 9
		SP:Iteration 23Q (45271.170000 sec): 3 clusters
  Score: Raw -150517.301825 + Penalty 2340.380537 = -148176.921288
  nChanged 6
		SP:Iteration 24Q (45271.490000 sec): 3 clusters
  Score: Raw -150523.887288 + Penalty 2340.380537 = -148183.506750
  nChanged 12
		SP:Iteration 25Q (45271.700000 sec): 3 clusters
  Score: Raw -150544.675207 + Penalty 2340.380537 = -148204.294670
  nChanged 20
		SP:Iteration 26Q (45271.880000 sec): 3 clusters
  Score: Raw -150562.360229 + Penalty 2340.380537 = -148221.979692
  nChanged 17
		SP:Iteration 27Q (45272.020000 sec): 3 clusters
  Score: Raw -150582.666901 + Penalty 2340.380537 = -148242.286364
  nChanged 13
		SP:Iteration 28Q (45272.210000 sec): 3 clusters
  Score: Raw -150597.798115 + Penalty 2340.380537 = -148257.417578
  nChanged 12
		SP:Iteration 29Q (45272.410000 sec): 3 clusters
  Score: Raw -150616.416944 + Penalty 2340.380537 = -148276.036407
  nChanged 13
		SP:Iteration 30Q (45272.550000 sec): 3 clusters
  Score: Raw -150652.053576 + Penalty 2340.380537 = -148311.673039
  nChanged 18
		SP:Iteration 31Q (45272.730000 sec): 3 clusters
  Score: Raw -150673.538370 + Penalty 2340.380537 = -148333.157833
  nChanged 15
		SP:Iteration 32Q (45272.930000 sec): 3 clusters
  Score: Raw -150683.430440 + Penalty 2340.380537 = -148343.049903
  nChanged 7
		SP:Iteration 33Q (45273.080000 sec): 3 clusters
  Score: Raw -150691.193009 + Penalty 2340.380537 = -148350.812472
  nChanged 4
		SP:Iteration 34Q (45273.240000 sec): 3 clusters
  Score: Raw -150693.493051 + Penalty 2340.380537 = -148353.112514
  nChanged 3
		SP:Iteration 35Q (45273.410000 sec): 3 clusters
  Score: Raw -150697.539388 + Penalty 2340.380537 = -148357.158850
  nChanged 4
		SP:Iteration 36Q (45273.570000 sec): 3 clusters
  Score: Raw -150700.676863 + Penalty 2340.380537 = -148360.296326
  nChanged 5
		SP:Iteration 37Q (45273.750000 sec): 3 clusters
  Score: Raw -150702.871024 + Penalty 2340.380537 = -148362.490487
  nChanged 6
		SP:Iteration 38Q (45273.880000 sec): 3 clusters
  Score: Raw -150705.253086 + Penalty 2340.380537 = -148364.872549
  nChanged 6
		SP:Iteration 39Q (45274.050000 sec): 3 clusters
  Score: Raw -150709.161320 + Penalty 2340.380537 = -148368.780782
  nChanged 4
		SP:Iteration 40F (45274.230000 sec): 3 clusters
  Score: Raw -150711.533557 + Penalty 2340.380537 = -148371.153020
  nChanged 6
		SP:Iteration 41Q (45274.370000 sec): 3 clusters
  Score: Raw -150715.412918 + Penalty 2340.380537 = -148375.032381
  nChanged 4
		SP:Iteration 42Q (45274.490000 sec): 3 clusters
  Score: Raw -150717.465218 + Penalty 2340.380537 = -148377.084681
  nChanged 4
		SP:Iteration 43Q (45274.670000 sec): 3 clusters
  Score: Raw -150719.151943 + Penalty 2340.380537 = -148378.771406
  nChanged 4
		SP:Iteration 44Q (45274.810000 sec): 3 clusters
  Score: Raw -150720.873274 + Penalty 2340.380537 = -148380.492737
  nChanged 2
		SP:Iteration 45Q (45274.950000 sec): 3 clusters
  Score: Raw -150721.555423 + Penalty 2340.380537 = -148381.174886
  nChanged 3
		SP:Iteration 46Q (45275.090000 sec): 3 clusters
  Score: Raw -150724.461354 + Penalty 2340.380537 = -148384.080817
  nChanged 6
		SP:Iteration 47Q (45275.210000 sec): 3 clusters
  Score: Raw -150726.881153 + Penalty 2340.380537 = -148386.500616
  nChanged 2
		SP:Iteration 48Q (45275.340000 sec): 3 clusters
  Score: Raw -150728.042317 + Penalty 2340.380537 = -148387.661780
  nChanged 1
		SP:Iteration 49Q (45275.470000 sec): 3 clusters
  Score: Raw -150728.423823 + Penalty 2340.380537 = -148388.043286
  nChanged 1
		SP:Iteration 50Q (45275.610000 sec): 3 clusters
  Score: Raw -150728.930119 + Penalty 2340.380537 = -148388.549582
  nChanged 3
		SP:Iteration 51Q (45275.820000 sec): 3 clusters
  Score: Raw -150729.875712 + Penalty 2340.380537 = -148389.495175
  nChanged 3
		SP:Iteration 52Q (45276.000000 sec): 3 clusters
  Score: Raw -150731.056821 + Penalty 2340.380537 = -148390.676284
  nChanged 5
		SP:Iteration 53Q (45276.130000 sec): 3 clusters
  Score: Raw -150733.259871 + Penalty 2340.380537 = -148392.879334
  nChanged 2
		SP:Iteration 54Q (45276.260000 sec): 3 clusters
  Score: Raw -150735.504631 + Penalty 2340.380537 = -148395.124094
  nChanged 4
		SP:Iteration 55Q (45276.450000 sec): 3 clusters
  Score: Raw -150739.665284 + Penalty 2340.380537 = -148399.284747
  nChanged 4
		SP:Iteration 56Q (45276.590000 sec): 3 clusters
  Score: Raw -150742.248239 + Penalty 2340.380537 = -148401.867702
  nChanged 7
		SP:Iteration 57Q (45276.720000 sec): 3 clusters
  Score: Raw -150747.161220 + Penalty 2340.380537 = -148406.780683
  nChanged 10
		SP:Iteration 58Q (45276.810000 sec): 3 clusters
  Score: Raw -150754.935110 + Penalty 2340.380537 = -148414.554573
  nChanged 10
		SP:Iteration 59Q (45276.970000 sec): 3 clusters
  Score: Raw -150762.666663 + Penalty 2340.380537 = -148422.286126
  nChanged 12
		SP:Iteration 60F (45277.150000 sec): 3 clusters
  Score: Raw -150770.035623 + Penalty 2340.380537 = -148429.655086
  nChanged 12
		SP:Iteration 61Q (45277.330000 sec): 3 clusters
  Score: Raw -150777.656940 + Penalty 2340.380537 = -148437.276403
  nChanged 12
		SP:Iteration 62Q (45277.510000 sec): 3 clusters
  Score: Raw -150786.362031 + Penalty 2340.380537 = -148445.981494
  nChanged 9
		SP:Iteration 63Q (45277.690000 sec): 3 clusters
  Score: Raw -150790.584115 + Penalty 2340.380537 = -148450.203578
  nChanged 10
		SP:Iteration 64Q (45277.870000 sec): 3 clusters
  Score: Raw -150795.988313 + Penalty 2340.380537 = -148455.607776
  nChanged 5
		SP:Iteration 65Q (45278.090000 sec): 3 clusters
  Score: Raw -150798.592885 + Penalty 2340.380537 = -148458.212348
  nChanged 8
		SP:Iteration 66Q (45278.290000 sec): 3 clusters
  Score: Raw -150804.124069 + Penalty 2340.380537 = -148463.743532
  nChanged 5
		SP:Iteration 67Q (45278.530000 sec): 3 clusters
  Score: Raw -150809.600567 + Penalty 2340.380537 = -148469.220030
  nChanged 7
		SP:Iteration 68Q (45278.780000 sec): 3 clusters
  Score: Raw -150815.948760 + Penalty 2340.380537 = -148475.568223
  nChanged 9
		SP:Iteration 69Q (45278.900000 sec): 3 clusters
  Score: Raw -150824.123989 + Penalty 2340.380537 = -148483.743452
  nChanged 21
		SP:Iteration 70Q (45279.050000 sec): 3 clusters
  Score: Raw -150848.902938 + Penalty 2340.380537 = -148508.522400
  nChanged 23
		SP:Iteration 71Q (45279.250000 sec): 3 clusters
  Score: Raw -150873.528373 + Penalty 2340.380537 = -148533.147836
  nChanged 20
		SP:Iteration 72Q (45279.450000 sec): 3 clusters
  Score: Raw -150901.720036 + Penalty 2340.380537 = -148561.339499
  nChanged 16
		SP:Iteration 73Q (45279.690000 sec): 3 clusters
  Score: Raw -150913.762685 + Penalty 2340.380537 = -148573.382148
  nChanged 7
		SP:Iteration 74Q (45279.870000 sec): 3 clusters
  Score: Raw -150918.703259 + Penalty 2340.380537 = -148578.322722
  nChanged 7
		SP:Iteration 75Q (45280.000000 sec): 3 clusters
  Score: Raw -150924.670655 + Penalty 2340.380537 = -148584.290118
  nChanged 3
		SP:Iteration 76Q (45280.150000 sec): 3 clusters
  Score: Raw -150926.489971 + Penalty 2340.380537 = -148586.109434
  nChanged 2
		SP:Iteration 77Q (45280.320000 sec): 3 clusters
  Score: Raw -150927.220971 + Penalty 2340.380537 = -148586.840434
  nChanged 0
		SP:Iteration 78F (45280.450000 sec): 3 clusters
  Score: Raw -150927.220971 + Penalty 2340.380537 = -148586.840434
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 5 (5373 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (45280.550000 sec): 2 clusters
  Score: Raw -649684.866935 + Penalty 1395.735525 = -648289.131410
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (45280.770000 sec): 3 clusters
  Score: Raw -646885.142441 + Penalty 2791.471049 = -644093.671391
  nChanged 2214
		SP:Iteration 1F (45280.930000 sec): 3 clusters
  Score: Raw -648123.606090 + Penalty 2791.471049 = -645332.135040
  nChanged 377
		SP:Iteration 2F (45281.090000 sec): 3 clusters
  Score: Raw -648347.563736 + Penalty 2791.471049 = -645556.092686
  nChanged 328
		SP:Iteration 3F (45281.230000 sec): 3 clusters
  Score: Raw -648560.550246 + Penalty 2791.471049 = -645769.079196
  nChanged 308
		SP:Iteration 4F (45281.480000 sec): 3 clusters
  Score: Raw -648772.396293 + Penalty 2791.471049 = -645980.925243
  nChanged 315
		SP:Iteration 5F (45281.650000 sec): 3 clusters
  Score: Raw -649025.518030 + Penalty 2791.471049 = -646234.046981
  nChanged 302
		SP:Iteration 6F (45281.880000 sec): 3 clusters
  Score: Raw -649260.927698 + Penalty 2791.471049 = -646469.456649
  nChanged 259
		SP:Iteration 7Q (45282.090000 sec): 3 clusters
  Score: Raw -649466.439382 + Penalty 2791.471049 = -646674.968333
  nChanged 186
		SP:Iteration 8Q (45282.330000 sec): 3 clusters
  Score: Raw -649591.871303 + Penalty 2791.471049 = -646800.400254
  nChanged 135
		SP:Iteration 9Q (45282.480000 sec): 3 clusters
  Score: Raw -649665.253760 + Penalty 2791.471049 = -646873.782710
  nChanged 100
		SP:Iteration 10Q (45282.730000 sec): 3 clusters
  Score: Raw -649722.022306 + Penalty 2791.471049 = -646930.551257
  nChanged 81
		SP:Iteration 11Q (45282.900000 sec): 3 clusters
  Score: Raw -649771.140103 + Penalty 2791.471049 = -646979.669053
  nChanged 65
		SP:Iteration 12Q (45283.030000 sec): 3 clusters
  Score: Raw -649809.212631 + Penalty 2791.471049 = -647017.741582
  nChanged 56
		SP:Iteration 13Q (45283.170000 sec): 3 clusters
  Score: Raw -649841.856041 + Penalty 2791.471049 = -647050.384991
  nChanged 56
		SP:Iteration 14Q (45283.340000 sec): 3 clusters
  Score: Raw -649876.729500 + Penalty 2791.471049 = -647085.258450
  nChanged 48
		SP:Iteration 15Q (45283.470000 sec): 3 clusters
  Score: Raw -649903.339892 + Penalty 2791.471049 = -647111.868843
  nChanged 53
		SP:Iteration 16Q (45283.610000 sec): 3 clusters
  Score: Raw -649932.638241 + Penalty 2791.471049 = -647141.167191
  nChanged 39
		SP:Iteration 17Q (45283.800000 sec): 3 clusters
  Score: Raw -649952.413014 + Penalty 2791.471049 = -647160.941965
  nChanged 27
		SP:Iteration 18Q (45284.060000 sec): 3 clusters
  Score: Raw -649967.659452 + Penalty 2791.471049 = -647176.188403
  nChanged 21
		SP:Iteration 19Q (45284.250000 sec): 3 clusters
  Score: Raw -649976.994021 + Penalty 2791.471049 = -647185.522971
  nChanged 20
		SP:Iteration 20F (45284.450000 sec): 3 clusters
  Score: Raw -649988.659434 + Penalty 2791.471049 = -647197.188385
  nChanged 24
		SP:Iteration 21Q (45284.630000 sec): 3 clusters
  Score: Raw -650003.185872 + Penalty 2791.471049 = -647211.714822
  nChanged 22
		SP:Iteration 22Q (45284.870000 sec): 3 clusters
  Score: Raw -650015.507773 + Penalty 2791.471049 = -647224.036723
  nChanged 15
		SP:Iteration 23Q (45285.160000 sec): 3 clusters
  Score: Raw -650024.159548 + Penalty 2791.471049 = -647232.688499
  nChanged 14
		SP:Iteration 24Q (45285.330000 sec): 3 clusters
  Score: Raw -650033.408364 + Penalty 2791.471049 = -647241.937315
  nChanged 6
		SP:Iteration 25Q (45285.530000 sec): 3 clusters
  Score: Raw -650036.288932 + Penalty 2791.471049 = -647244.817883
  nChanged 4
		SP:Iteration 26Q (45285.770000 sec): 3 clusters
  Score: Raw -650038.332985 + Penalty 2791.471049 = -647246.861935
  nChanged 2
		SP:Iteration 27Q (45285.950000 sec): 3 clusters
  Score: Raw -650039.180320 + Penalty 2791.471049 = -647247.709270
  nChanged 1
		SP:Iteration 28Q (45286.170000 sec): 3 clusters
  Score: Raw -650039.674437 + Penalty 2791.471049 = -647248.203387
  nChanged 1
		SP:Iteration 29Q (45286.370000 sec): 3 clusters
  Score: Raw -650040.000918 + Penalty 2791.471049 = -647248.529868
  nChanged 0
		SP:Iteration 30F (45286.550000 sec): 3 clusters
  Score: Raw -650040.000918 + Penalty 2791.471049 = -647248.529868
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 6 (970 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (45286.680000 sec): 2 clusters
  Score: Raw -113508.727423 + Penalty 1117.560612 = -112391.166811
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (45286.810000 sec): 3 clusters
  Score: Raw -113214.767122 + Penalty 2235.121223 = -110979.645899
  nChanged 293
		SP:Iteration 1F (45286.930000 sec): 3 clusters
  Score: Raw -113520.097263 + Penalty 2235.121223 = -111284.976040
  nChanged 78
		SP:Iteration 2F (45287.070000 sec): 3 clusters
  Score: Raw -113607.751990 + Penalty 2235.121223 = -111372.630767
  nChanged 54
		SP:Iteration 3F (45287.170000 sec): 3 clusters
  Score: Raw -113670.046511 + Penalty 2235.121223 = -111434.925288
  nChanged 32
		SP:Iteration 4Q (45287.300000 sec): 3 clusters
  Score: Raw -113702.059239 + Penalty 2235.121223 = -111466.938016
  nChanged 19
		SP:Iteration 5Q (45287.420000 sec): 3 clusters
  Score: Raw -113726.988613 + Penalty 2235.121223 = -111491.867390
  nChanged 20
		SP:Iteration 6Q (45287.590000 sec): 3 clusters
  Score: Raw -113752.010880 + Penalty 2235.121223 = -111516.889657
  nChanged 22
		SP:Iteration 7Q (45287.710000 sec): 3 clusters
  Score: Raw -113769.156284 + Penalty 2235.121223 = -111534.035060
  nChanged 10
		SP:Iteration 8Q (45287.890000 sec): 3 clusters
  Score: Raw -113778.641493 + Penalty 2235.121223 = -111543.520270
  nChanged 11
		SP:Iteration 9Q (45288.050000 sec): 3 clusters
  Score: Raw -113787.112014 + Penalty 2235.121223 = -111551.990790
  nChanged 6
		SP:Iteration 10Q (45288.230000 sec): 3 clusters
  Score: Raw -113790.805951 + Penalty 2235.121223 = -111555.684728
  nChanged 7
		SP:Iteration 11Q (45288.390000 sec): 3 clusters
  Score: Raw -113797.300666 + Penalty 2235.121223 = -111562.179443
  nChanged 2
		SP:Iteration 12Q (45288.550000 sec): 3 clusters
  Score: Raw -113798.629096 + Penalty 2235.121223 = -111563.507873
  nChanged 1
		SP:Iteration 13Q (45288.690000 sec): 3 clusters
  Score: Raw -113798.993764 + Penalty 2235.121223 = -111563.872540
  nChanged 1
		SP:Iteration 14Q (45288.820000 sec): 3 clusters
  Score: Raw -113799.570209 + Penalty 2235.121223 = -111564.448985
  nChanged 0
		SP:Iteration 15F (45288.960000 sec): 3 clusters
  Score: Raw -113799.570209 + Penalty 2235.121223 = -111564.448985
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 7 (4084 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (45289.100000 sec): 2 clusters
  Score: Raw -497017.289403 + Penalty 1351.160229 = -495666.129174
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (45289.320000 sec): 3 clusters
  Score: Raw -494928.365368 + Penalty 2702.320458 = -492226.044910
  nChanged 1625
		SP:Iteration 1F (45289.540000 sec): 3 clusters
  Score: Raw -495819.384706 + Penalty 2702.320458 = -493117.064247
  nChanged 305
		SP:Iteration 2F (45289.710000 sec): 3 clusters
  Score: Raw -495991.395999 + Penalty 2702.320458 = -493289.075540
  nChanged 204
		SP:Iteration 3Q (45289.900000 sec): 3 clusters
  Score: Raw -496105.239223 + Penalty 2702.320458 = -493402.918765
  nChanged 160
		SP:Iteration 4Q (45290.090000 sec): 3 clusters
  Score: Raw -496191.095723 + Penalty 2702.320458 = -493488.775265
  nChanged 136
		SP:Iteration 5Q (45290.260000 sec): 3 clusters
  Score: Raw -496255.703400 + Penalty 2702.320458 = -493553.382942
  nChanged 116
		SP:Iteration 6Q (45290.430000 sec): 3 clusters
  Score: Raw -496301.649015 + Penalty 2702.320458 = -493599.328557
  nChanged 85
		SP:Iteration 7Q (45290.530000 sec): 3 clusters
  Score: Raw -496337.737415 + Penalty 2702.320458 = -493635.416956
  nChanged 96
		SP:Iteration 8Q (45290.650000 sec): 3 clusters
  Score: Raw -496372.966761 + Penalty 2702.320458 = -493670.646302
  nChanged 91
		SP:Iteration 9Q (45290.830000 sec): 3 clusters
  Score: Raw -496406.490460 + Penalty 2702.320458 = -493704.170002
  nChanged 75
		SP:Iteration 10Q (45291.020000 sec): 3 clusters
  Score: Raw -496433.136672 + Penalty 2702.320458 = -493730.816214
  nChanged 66
		SP:Iteration 11Q (45291.190000 sec): 3 clusters
  Score: Raw -496459.774948 + Penalty 2702.320458 = -493757.454490
  nChanged 76
		SP:Iteration 12Q (45291.370000 sec): 3 clusters
  Score: Raw -496495.352734 + Penalty 2702.320458 = -493793.032276
  nChanged 86
		SP:Iteration 13Q (45291.570000 sec): 3 clusters
  Score: Raw -496535.929379 + Penalty 2702.320458 = -493833.608921
  nChanged 91
		SP:Iteration 14Q (45291.750000 sec): 3 clusters
  Score: Raw -496585.419591 + Penalty 2702.320458 = -493883.099133
  nChanged 87
		SP:Iteration 15Q (45291.910000 sec): 3 clusters
  Score: Raw -496640.448850 + Penalty 2702.320458 = -493938.128392
  nChanged 88
		SP:Iteration 16Q (45292.050000 sec): 3 clusters
  Score: Raw -496700.588810 + Penalty 2702.320458 = -493998.268352
  nChanged 95
		SP:Iteration 17Q (45292.260000 sec): 3 clusters
  Score: Raw -496763.241805 + Penalty 2702.320458 = -494060.921347
  nChanged 91
		SP:Iteration 18Q (45292.450000 sec): 3 clusters
  Score: Raw -496819.376975 + Penalty 2702.320458 = -494117.056517
  nChanged 73
		SP:Iteration 19Q (45292.610000 sec): 3 clusters
  Score: Raw -496875.104328 + Penalty 2702.320458 = -494172.783870
  nChanged 75
		SP:Iteration 20F (45292.750000 sec): 3 clusters
  Score: Raw -496930.252802 + Penalty 2702.320458 = -494227.932343
  nChanged 71
		SP:Iteration 21Q (45292.890000 sec): 3 clusters
  Score: Raw -496989.245424 + Penalty 2702.320458 = -494286.924966
  nChanged 60
		SP:Iteration 22Q (45293.030000 sec): 3 clusters
  Score: Raw -497038.419186 + Penalty 2702.320458 = -494336.098728
  nChanged 55
		SP:Iteration 23Q (45293.170000 sec): 3 clusters
  Score: Raw -497079.699771 + Penalty 2702.320458 = -494377.379313
  nChanged 52
		SP:Iteration 24Q (45293.390000 sec): 3 clusters
  Score: Raw -497121.612975 + Penalty 2702.320458 = -494419.292516
  nChanged 43
		SP:Iteration 25Q (45293.540000 sec): 3 clusters
  Score: Raw -497162.251789 + Penalty 2702.320458 = -494459.931331
  nChanged 37
		SP:Iteration 26Q (45293.720000 sec): 3 clusters
  Score: Raw -497196.667394 + Penalty 2702.320458 = -494494.346935
  nChanged 40
		SP:Iteration 27Q (45293.870000 sec): 3 clusters
  Score: Raw -497241.144805 + Penalty 2702.320458 = -494538.824347
  nChanged 35
		SP:Iteration 28Q (45294.020000 sec): 3 clusters
  Score: Raw -497267.235227 + Penalty 2702.320458 = -494564.914769
  nChanged 18
		SP:Iteration 29Q (45294.260000 sec): 3 clusters
  Score: Raw -497280.010409 + Penalty 2702.320458 = -494577.689950
  nChanged 19
		SP:Iteration 30Q (45294.420000 sec): 3 clusters
  Score: Raw -497294.131058 + Penalty 2702.320458 = -494591.810599
  nChanged 15
		SP:Iteration 31Q (45294.610000 sec): 3 clusters
  Score: Raw -497302.669714 + Penalty 2702.320458 = -494600.349256
  nChanged 7
		SP:Iteration 32Q (45294.740000 sec): 3 clusters
  Score: Raw -497306.482078 + Penalty 2702.320458 = -494604.161620
  nChanged 5
		SP:Iteration 33Q (45294.890000 sec): 3 clusters
  Score: Raw -497309.744119 + Penalty 2702.320458 = -494607.423661
  nChanged 9
		SP:Iteration 34Q (45295.030000 sec): 3 clusters
  Score: Raw -497314.697173 + Penalty 2702.320458 = -494612.376715
  nChanged 4
		SP:Iteration 35Q (45295.180000 sec): 3 clusters
  Score: Raw -497317.224874 + Penalty 2702.320458 = -494614.904415
  nChanged 7
		SP:Iteration 36Q (45295.290000 sec): 3 clusters
  Score: Raw -497321.233943 + Penalty 2702.320458 = -494618.913484
  nChanged 6
		SP:Iteration 37Q (45295.470000 sec): 3 clusters
  Score: Raw -497324.163305 + Penalty 2702.320458 = -494621.842847
  nChanged 4
		SP:Iteration 38Q (45295.580000 sec): 3 clusters
  Score: Raw -497326.353589 + Penalty 2702.320458 = -494624.033131
  nChanged 2
		SP:Iteration 39Q (45295.700000 sec): 3 clusters
  Score: Raw -497327.270180 + Penalty 2702.320458 = -494624.949721
  nChanged 1
		SP:Iteration 40F (45295.830000 sec): 3 clusters
  Score: Raw -497327.687889 + Penalty 2702.320458 = -494625.367431
  nChanged 1
		SP:Iteration 41Q (45295.950000 sec): 3 clusters
  Score: Raw -497328.212356 + Penalty 2702.320458 = -494625.891898
  nChanged 1
		SP:Iteration 42Q (45296.090000 sec): 3 clusters
  Score: Raw -497328.529115 + Penalty 2702.320458 = -494626.208656
  nChanged 0
		SP:Iteration 43F (45296.280000 sec): 3 clusters
  Score: Raw -497328.529115 + Penalty 2702.320458 = -494626.208656
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 8 (2582 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (45296.380000 sec): 2 clusters
  Score: Raw -299689.468383 + Penalty 1276.651930 = -298412.816453
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (45296.570000 sec): 3 clusters
  Score: Raw -298501.542720 + Penalty 2553.303861 = -295948.238859
  nChanged 985
		SP:Iteration 1F (45296.700000 sec): 3 clusters
  Score: Raw -299109.917818 + Penalty 2553.303861 = -296556.613957
  nChanged 208
		SP:Iteration 2F (45296.840000 sec): 3 clusters
  Score: Raw -299269.230995 + Penalty 2553.303861 = -296715.927134
  nChanged 146
		SP:Iteration 3F (45296.980000 sec): 3 clusters
  Score: Raw -299373.544141 + Penalty 2553.303861 = -296820.240281
  nChanged 100
		SP:Iteration 4Q (45297.130000 sec): 3 clusters
  Score: Raw -299436.429896 + Penalty 2553.303861 = -296883.126035
  nChanged 71
		SP:Iteration 5Q (45297.270000 sec): 3 clusters
  Score: Raw -299483.914459 + Penalty 2553.303861 = -296930.610598
  nChanged 84
		SP:Iteration 6Q (45297.410000 sec): 3 clusters
  Score: Raw -299535.900411 + Penalty 2553.303861 = -296982.596551
  nChanged 66
		SP:Iteration 7Q (45297.500000 sec): 3 clusters
  Score: Raw -299582.291888 + Penalty 2553.303861 = -297028.988028
  nChanged 62
		SP:Iteration 8Q (45297.640000 sec): 3 clusters
  Score: Raw -299624.895462 + Penalty 2553.303861 = -297071.591601
  nChanged 56
		SP:Iteration 9Q (45297.840000 sec): 3 clusters
  Score: Raw -299658.535496 + Penalty 2553.303861 = -297105.231635
  nChanged 52
		SP:Iteration 10Q (45297.980000 sec): 3 clusters
  Score: Raw -299685.247303 + Penalty 2553.303861 = -297131.943442
  nChanged 42
		SP:Iteration 11Q (45298.150000 sec): 3 clusters
  Score: Raw -299708.451045 + Penalty 2553.303861 = -297155.147184
  nChanged 36
		SP:Iteration 12Q (45298.250000 sec): 3 clusters
  Score: Raw -299732.371953 + Penalty 2553.303861 = -297179.068092
  nChanged 34
		SP:Iteration 13Q (45298.400000 sec): 3 clusters
  Score: Raw -299757.554636 + Penalty 2553.303861 = -297204.250775
  nChanged 37
		SP:Iteration 14Q (45298.600000 sec): 3 clusters
  Score: Raw -299781.228865 + Penalty 2553.303861 = -297227.925004
  nChanged 31
		SP:Iteration 15Q (45298.760000 sec): 3 clusters
  Score: Raw -299803.004288 + Penalty 2553.303861 = -297249.700427
  nChanged 34
		SP:Iteration 16Q (45298.940000 sec): 3 clusters
  Score: Raw -299831.944339 + Penalty 2553.303861 = -297278.640479
  nChanged 38
		SP:Iteration 17Q (45299.090000 sec): 3 clusters
  Score: Raw -299861.616446 + Penalty 2553.303861 = -297308.312586
  nChanged 31
		SP:Iteration 18Q (45299.270000 sec): 3 clusters
  Score: Raw -299881.814323 + Penalty 2553.303861 = -297328.510463
  nChanged 30
		SP:Iteration 19Q (45299.440000 sec): 3 clusters
  Score: Raw -299899.321918 + Penalty 2553.303861 = -297346.018057
  nChanged 23
		SP:Iteration 20F (45299.610000 sec): 3 clusters
  Score: Raw -299912.134351 + Penalty 2553.303861 = -297358.830491
  nChanged 17
		SP:Iteration 21Q (45299.770000 sec): 3 clusters
  Score: Raw -299918.774176 + Penalty 2553.303861 = -297365.470316
  nChanged 12
		SP:Iteration 22Q (45299.920000 sec): 3 clusters
  Score: Raw -299924.901875 + Penalty 2553.303861 = -297371.598015
  nChanged 14
		SP:Iteration 23Q (45300.130000 sec): 3 clusters
  Score: Raw -299933.319660 + Penalty 2553.303861 = -297380.015799
  nChanged 14
		SP:Iteration 24Q (45300.250000 sec): 3 clusters
  Score: Raw -299941.390215 + Penalty 2553.303861 = -297388.086355
  nChanged 11
		SP:Iteration 25Q (45300.380000 sec): 3 clusters
  Score: Raw -299946.966277 + Penalty 2553.303861 = -297393.662416
  nChanged 6
		SP:Iteration 26Q (45300.570000 sec): 3 clusters
  Score: Raw -299949.640537 + Penalty 2553.303861 = -297396.336676
  nChanged 7
		SP:Iteration 27Q (45300.670000 sec): 3 clusters
  Score: Raw -299953.466293 + Penalty 2553.303861 = -297400.162432
  nChanged 9
		SP:Iteration 28Q (45300.870000 sec): 3 clusters
  Score: Raw -299957.591844 + Penalty 2553.303861 = -297404.287983
  nChanged 7
		SP:Iteration 29Q (45300.980000 sec): 3 clusters
  Score: Raw -299961.073762 + Penalty 2553.303861 = -297407.769901
  nChanged 8
		SP:Iteration 30Q (45301.130000 sec): 3 clusters
  Score: Raw -299965.956431 + Penalty 2553.303861 = -297412.652570
  nChanged 9
		SP:Iteration 31Q (45301.270000 sec): 3 clusters
  Score: Raw -299970.254884 + Penalty 2553.303861 = -297416.951023
  nChanged 7
		SP:Iteration 32Q (45301.410000 sec): 3 clusters
  Score: Raw -299975.101037 + Penalty 2553.303861 = -297421.797176
  nChanged 7
		SP:Iteration 33Q (45301.560000 sec): 3 clusters
  Score: Raw -299978.708967 + Penalty 2553.303861 = -297425.405106
  nChanged 7
		SP:Iteration 34Q (45301.760000 sec): 3 clusters
  Score: Raw -299981.613727 + Penalty 2553.303861 = -297428.309867
  nChanged 1
		SP:Iteration 35Q (45301.900000 sec): 3 clusters
  Score: Raw -299982.125196 + Penalty 2553.303861 = -297428.821335
  nChanged 4
		SP:Iteration 36Q (45302.090000 sec): 3 clusters
  Score: Raw -299983.236750 + Penalty 2553.303861 = -297429.932889
  nChanged 3
		SP:Iteration 37Q (45302.230000 sec): 3 clusters
  Score: Raw -299985.340359 + Penalty 2553.303861 = -297432.036499
  nChanged 5
		SP:Iteration 38Q (45302.360000 sec): 3 clusters
  Score: Raw -299987.741167 + Penalty 2553.303861 = -297434.437306
  nChanged 2
		SP:Iteration 39Q (45302.490000 sec): 3 clusters
  Score: Raw -299988.677372 + Penalty 2553.303861 = -297435.373512
  nChanged 4
		SP:Iteration 40F (45302.620000 sec): 3 clusters
  Score: Raw -299990.609243 + Penalty 2553.303861 = -297437.305383
  nChanged 6
		SP:Iteration 41Q (45302.750000 sec): 3 clusters
  Score: Raw -299994.212308 + Penalty 2553.303861 = -297440.908447
  nChanged 8
		SP:Iteration 42Q (45302.880000 sec): 3 clusters
  Score: Raw -299998.794279 + Penalty 2553.303861 = -297445.490418
  nChanged 7
		SP:Iteration 43Q (45303.010000 sec): 3 clusters
  Score: Raw -300002.750678 + Penalty 2553.303861 = -297449.446817
  nChanged 9
		SP:Iteration 44Q (45303.150000 sec): 3 clusters
  Score: Raw -300006.735900 + Penalty 2553.303861 = -297453.432039
  nChanged 4
		SP:Iteration 45Q (45303.260000 sec): 3 clusters
  Score: Raw -300009.471602 + Penalty 2553.303861 = -297456.167741
  nChanged 1
		SP:Iteration 46Q (45303.420000 sec): 3 clusters
  Score: Raw -300009.908819 + Penalty 2553.303861 = -297456.604958
  nChanged 0
		SP:Iteration 47F (45303.550000 sec): 3 clusters
  Score: Raw -300009.908819 + Penalty 2553.303861 = -297456.604958
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 9 (346484 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (45305.040000 sec): 2 clusters
  Score: Raw -42506547.446030 + Penalty 2072.783687 = -42504474.662343
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (45307.410000 sec): 3 clusters
  Score: Raw -42274411.156544 + Penalty 4145.567374 = -42270265.589170
  nChanged 169110
		SP:Iteration 1F (45309.520000 sec): 3 clusters
  Score: Raw -42374577.434726 + Penalty 4145.567374 = -42370431.867352
  nChanged 8810
		SP:Iteration 2Q (45311.960000 sec): 3 clusters
  Score: Raw -42376853.187591 + Penalty 4145.567374 = -42372707.620217
  nChanged 11122
		SP:Iteration 3Q (45314.490000 sec): 3 clusters
  Score: Raw -42380841.415437 + Penalty 4145.567374 = -42376695.848063
  nChanged 14476
		SP:Iteration 4Q (45316.970000 sec): 3 clusters
  Score: Raw -42388241.218102 + Penalty 4145.567374 = -42384095.650728
  nChanged 19503
		SP:Iteration 5F (45319.050000 sec): 3 clusters
  Score: Raw -42401779.685138 + Penalty 4145.567374 = -42397634.117764
  nChanged 24812
		SP:Iteration 6F (45321.150000 sec): 3 clusters
  Score: Raw -42423579.920595 + Penalty 4145.567374 = -42419434.353221
  nChanged 27397
		SP:Iteration 7F (45323.020000 sec): 3 clusters
  Score: Raw -42450546.235538 + Penalty 4145.567374 = -42446400.668164
  nChanged 24429
		SP:Iteration 8F (45325.040000 sec): 3 clusters
  Score: Raw -42474149.292001 + Penalty 4145.567374 = -42470003.724627
  nChanged 17745
		SP:Iteration 9F (45327.130000 sec): 3 clusters
  Score: Raw -42489466.329664 + Penalty 4145.567374 = -42485320.762290
  nChanged 10952
		SP:Iteration 10Q (45329.190000 sec): 3 clusters
  Score: Raw -42497466.200532 + Penalty 4145.567374 = -42493320.633158
  nChanged 6650
		SP:Iteration 11Q (45331.560000 sec): 3 clusters
  Score: Raw -42501609.295604 + Penalty 4145.567374 = -42497463.728230
  nChanged 3969
		SP:Iteration 12Q (45333.740000 sec): 3 clusters
  Score: Raw -42503815.815036 + Penalty 4145.567374 = -42499670.247662
  nChanged 2442
		SP:Iteration 13Q (45335.630000 sec): 3 clusters
  Score: Raw -42505014.378087 + Penalty 4145.567374 = -42500868.810713
  nChanged 1522
		SP:Iteration 14Q (45337.470000 sec): 3 clusters
  Score: Raw -42505695.668580 + Penalty 4145.567374 = -42501550.101206
  nChanged 993
		SP:Iteration 15Q (45339.270000 sec): 3 clusters
  Score: Raw -42506101.097839 + Penalty 4145.567374 = -42501955.530465
  nChanged 646
		SP:Iteration 16Q (45341.130000 sec): 3 clusters
  Score: Raw -42506340.698169 + Penalty 4145.567374 = -42502195.130795
  nChanged 446
		SP:Iteration 17Q (45342.920000 sec): 3 clusters
  Score: Raw -42506511.380873 + Penalty 4145.567374 = -42502365.813499
  nChanged 345
		SP:Iteration 18Q (45344.790000 sec): 3 clusters
  Score: Raw -42506628.568339 + Penalty 4145.567374 = -42502483.000965
  nChanged 244
		SP:Iteration 19Q (45346.620000 sec): 3 clusters
  Score: Raw -42506710.143614 + Penalty 4145.567374 = -42502564.576240
  nChanged 209
		SP:Iteration 20F (45348.870000 sec): 3 clusters
  Score: Raw -42506777.155396 + Penalty 4145.567374 = -42502631.588022
  nChanged 170
		SP:Iteration 21Q (45350.650000 sec): 3 clusters
  Score: Raw -42506831.964837 + Penalty 4145.567374 = -42502686.397463
  nChanged 149
		SP:Iteration 22Q (45352.570000 sec): 3 clusters
  Score: Raw -42506884.119469 + Penalty 4145.567374 = -42502738.552095
  nChanged 130
		SP:Iteration 23Q (45354.610000 sec): 3 clusters
  Score: Raw -42506930.102130 + Penalty 4145.567374 = -42502784.534756
  nChanged 106
		SP:Iteration 24Q (45356.520000 sec): 3 clusters
  Score: Raw -42506960.987863 + Penalty 4145.567374 = -42502815.420489
  nChanged 80
		SP:Iteration 25Q (45358.660000 sec): 3 clusters
  Score: Raw -42506985.001186 + Penalty 4145.567374 = -42502839.433812
  nChanged 68
		SP:Iteration 26Q (45361.120000 sec): 3 clusters
  Score: Raw -42507004.629175 + Penalty 4145.567374 = -42502859.061800
  nChanged 53
		SP:Iteration 27Q (45363.080000 sec): 3 clusters
  Score: Raw -42507019.460930 + Penalty 4145.567374 = -42502873.893556
  nChanged 46
		SP:Iteration 28Q (45364.940000 sec): 3 clusters
  Score: Raw -42507032.748922 + Penalty 4145.567374 = -42502887.181548
  nChanged 44
		SP:Iteration 29Q (45366.900000 sec): 3 clusters
  Score: Raw -42507043.219793 + Penalty 4145.567374 = -42502897.652419
  nChanged 35
		SP:Iteration 30Q (45368.670000 sec): 3 clusters
  Score: Raw -42507052.137356 + Penalty 4145.567374 = -42502906.569982
  nChanged 30
		SP:Iteration 31Q (45370.430000 sec): 3 clusters
  Score: Raw -42507059.325620 + Penalty 4145.567374 = -42502913.758246
  nChanged 22
		SP:Iteration 32Q (45372.240000 sec): 3 clusters
  Score: Raw -42507065.260027 + Penalty 4145.567374 = -42502919.692653
  nChanged 25
		SP:Iteration 33Q (45374.070000 sec): 3 clusters
  Score: Raw -42507070.547009 + Penalty 4145.567374 = -42502924.979634
  nChanged 27
		SP:Iteration 34Q (45375.920000 sec): 3 clusters
  Score: Raw -42507076.745770 + Penalty 4145.567374 = -42502931.178396
  nChanged 24
		SP:Iteration 35Q (45377.750000 sec): 3 clusters
  Score: Raw -42507082.421227 + Penalty 4145.567374 = -42502936.853853
  nChanged 22
		SP:Iteration 36Q (45379.380000 sec): 3 clusters
  Score: Raw -42507087.047552 + Penalty 4145.567374 = -42502941.480177
  nChanged 12
		SP:Iteration 37Q (45381.130000 sec): 3 clusters
  Score: Raw -42507089.503024 + Penalty 4145.567374 = -42502943.935650
  nChanged 7
		SP:Iteration 38Q (45382.960000 sec): 3 clusters
  Score: Raw -42507091.021510 + Penalty 4145.567374 = -42502945.454135
  nChanged 8
		SP:Iteration 39Q (45384.760000 sec): 3 clusters
  Score: Raw -42507092.616477 + Penalty 4145.567374 = -42502947.049103
  nChanged 6
		SP:Iteration 40F (45387.360000 sec): 3 clusters
  Score: Raw -42507093.771372 + Penalty 4145.567374 = -42502948.203998
  nChanged 10
		SP:Iteration 41Q (45389.150000 sec): 3 clusters
  Score: Raw -42507095.809475 + Penalty 4145.567374 = -42502950.242101
  nChanged 8
		SP:Iteration 42Q (45391.000000 sec): 3 clusters
  Score: Raw -42507097.504968 + Penalty 4145.567374 = -42502951.937594
  nChanged 6
		SP:Iteration 43Q (45392.810000 sec): 3 clusters
  Score: Raw -42507098.556220 + Penalty 4145.567374 = -42502952.988846
  nChanged 3
		SP:Iteration 44Q (45394.500000 sec): 3 clusters
  Score: Raw -42507099.117817 + Penalty 4145.567374 = -42502953.550443
  nChanged 5
		SP:Iteration 45Q (45396.270000 sec): 3 clusters
  Score: Raw -42507099.860276 + Penalty 4145.567374 = -42502954.292902
  nChanged 2
		SP:Iteration 46Q (45397.970000 sec): 3 clusters
  Score: Raw -42507100.163041 + Penalty 4145.567374 = -42502954.595666
  nChanged 2
		SP:Iteration 47Q (45399.690000 sec): 3 clusters
  Score: Raw -42507100.598588 + Penalty 4145.567374 = -42502955.031214
  nChanged 0
		SP:Iteration 48F (45401.710000 sec): 3 clusters
  Score: Raw -42507100.598588 + Penalty 4145.567374 = -42502955.031214
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 10 (30931 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (45402.130000 sec): 2 clusters
  Score: Raw -3652946.525832 + Penalty 1680.171057 = -3651266.354775
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (45402.470000 sec): 3 clusters
  Score: Raw -3633818.929839 + Penalty 3360.342114 = -3630458.587725
  nChanged 14181
		SP:Iteration 1F (45402.830000 sec): 3 clusters
  Score: Raw -3641763.149392 + Penalty 3360.342114 = -3638402.807279
  nChanged 1624
		SP:Iteration 2F (45403.200000 sec): 3 clusters
  Score: Raw -3642505.198017 + Penalty 3360.342114 = -3639144.855903
  nChanged 1992
		SP:Iteration 3F (45403.600000 sec): 3 clusters
  Score: Raw -3643691.339696 + Penalty 3360.342114 = -3640330.997582
  nChanged 2430
		SP:Iteration 4F (45403.970000 sec): 3 clusters
  Score: Raw -3645515.466322 + Penalty 3360.342114 = -3642155.124208
  nChanged 2655
		SP:Iteration 5F (45404.340000 sec): 3 clusters
  Score: Raw -3647913.759756 + Penalty 3360.342114 = -3644553.417642
  nChanged 2440
		SP:Iteration 6F (45404.710000 sec): 3 clusters
  Score: Raw -3650381.553081 + Penalty 3360.342114 = -3647021.210968
  nChanged 1564
		SP:Iteration 7F (45405.080000 sec): 3 clusters
  Score: Raw -3651953.089265 + Penalty 3360.342114 = -3648592.747151
  nChanged 746
		SP:Iteration 8Q (45405.400000 sec): 3 clusters
  Score: Raw -3652677.503764 + Penalty 3360.342114 = -3649317.161651
  nChanged 296
		SP:Iteration 9Q (45405.760000 sec): 3 clusters
  Score: Raw -3652981.993918 + Penalty 3360.342114 = -3649621.651804
  nChanged 88
		SP:Iteration 10Q (45406.100000 sec): 3 clusters
  Score: Raw -3653087.135358 + Penalty 3360.342114 = -3649726.793244
  nChanged 39
		SP:Iteration 11Q (45406.460000 sec): 3 clusters
  Score: Raw -3653136.327122 + Penalty 3360.342114 = -3649775.985008
  nChanged 13
		SP:Iteration 12Q (45406.850000 sec): 3 clusters
  Score: Raw -3653149.138041 + Penalty 3360.342114 = -3649788.795927
  nChanged 6
		SP:Iteration 13Q (45407.180000 sec): 3 clusters
  Score: Raw -3653156.726759 + Penalty 3360.342114 = -3649796.384645
  nChanged 2
		SP:Iteration 14Q (45407.510000 sec): 3 clusters
  Score: Raw -3653158.474031 + Penalty 3360.342114 = -3649798.131917
  nChanged 1
		SP:Iteration 15Q (45407.880000 sec): 3 clusters
  Score: Raw -3653160.946760 + Penalty 3360.342114 = -3649800.604646
  nChanged 2
		SP:Iteration 16Q (45408.240000 sec): 3 clusters
  Score: Raw -3653162.898121 + Penalty 3360.342114 = -3649802.556008
  nChanged 1
		SP:Iteration 17Q (45408.520000 sec): 3 clusters
  Score: Raw -3653163.507573 + Penalty 3360.342114 = -3649803.165459
  nChanged 0
		SP:Iteration 18F (45408.870000 sec): 3 clusters
  Score: Raw -3653163.507573 + Penalty 3360.342114 = -3649803.165459
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 11 (1204 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (45408.990000 sec): 2 clusters
  Score: Raw -141660.426129 + Penalty 1152.678252 = -140507.747878
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (45409.100000 sec): 3 clusters
  Score: Raw -141334.354451 + Penalty 2305.356503 = -139028.997947
  nChanged 408
		SP:Iteration 1F (45409.240000 sec): 3 clusters
  Score: Raw -141840.223530 + Penalty 2305.356503 = -139534.867026
  nChanged 122
		SP:Iteration 2F (45409.380000 sec): 3 clusters
  Score: Raw -142003.080209 + Penalty 2305.356503 = -139697.723705
  nChanged 71
		SP:Iteration 3F (45409.540000 sec): 3 clusters
  Score: Raw -142087.627619 + Penalty 2305.356503 = -139782.271116
  nChanged 49
		SP:Iteration 4Q (45409.690000 sec): 3 clusters
  Score: Raw -142153.853792 + Penalty 2305.356503 = -139848.497288
  nChanged 46
		SP:Iteration 5Q (45409.900000 sec): 3 clusters
  Score: Raw -142213.307494 + Penalty 2305.356503 = -139907.950991
  nChanged 29
		SP:Iteration 6Q (45410.130000 sec): 3 clusters
  Score: Raw -142248.115523 + Penalty 2305.356503 = -139942.759020
  nChanged 28
		SP:Iteration 7Q (45410.330000 sec): 3 clusters
  Score: Raw -142287.587356 + Penalty 2305.356503 = -139982.230852
  nChanged 20
		SP:Iteration 8Q (45410.520000 sec): 3 clusters
  Score: Raw -142335.676928 + Penalty 2305.356503 = -140030.320425
  nChanged 15
		SP:Iteration 9Q (45410.740000 sec): 3 clusters
  Score: Raw -142350.382720 + Penalty 2305.356503 = -140045.026217
  nChanged 6
		SP:Iteration 10Q (45410.950000 sec): 3 clusters
  Score: Raw -142357.650618 + Penalty 2305.356503 = -140052.294115
  nChanged 7
		SP:Iteration 11Q (45411.160000 sec): 3 clusters
  Score: Raw -142366.875367 + Penalty 2305.356503 = -140061.518863
  nChanged 7
		SP:Iteration 12Q (45411.310000 sec): 3 clusters
  Score: Raw -142375.795614 + Penalty 2305.356503 = -140070.439111
  nChanged 4
		SP:Iteration 13Q (45411.480000 sec): 3 clusters
  Score: Raw -142381.753794 + Penalty 2305.356503 = -140076.397291
  nChanged 3
		SP:Iteration 14Q (45411.660000 sec): 3 clusters
  Score: Raw -142385.968944 + Penalty 2305.356503 = -140080.612441
  nChanged 5
		SP:Iteration 15Q (45411.860000 sec): 3 clusters
  Score: Raw -142398.153083 + Penalty 2305.356503 = -140092.796580
  nChanged 2
		SP:Iteration 16Q (45412.000000 sec): 3 clusters
  Score: Raw -142400.463764 + Penalty 2305.356503 = -140095.107261
  nChanged 0
		SP:Iteration 17F (45412.130000 sec): 3 clusters
  Score: Raw -142400.463764 + Penalty 2305.356503 = -140095.107261
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 12 (14770 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (45412.330000 sec): 2 clusters
  Score: Raw -1781102.846187 + Penalty 1560.057424 = -1779542.788764
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (45412.590000 sec): 3 clusters
  Score: Raw -1772442.612939 + Penalty 3120.114847 = -1769322.498092
  nChanged 6562
		SP:Iteration 1F (45412.840000 sec): 3 clusters
  Score: Raw -1775903.794107 + Penalty 3120.114847 = -1772783.679260
  nChanged 819
		SP:Iteration 2F (45413.070000 sec): 3 clusters
  Score: Raw -1776244.066015 + Penalty 3120.114847 = -1773123.951168
  nChanged 827
		SP:Iteration 3F (45413.350000 sec): 3 clusters
  Score: Raw -1776594.592448 + Penalty 3120.114847 = -1773474.477601
  nChanged 802
		SP:Iteration 4F (45413.650000 sec): 3 clusters
  Score: Raw -1776960.600776 + Penalty 3120.114847 = -1773840.485929
  nChanged 754
		SP:Iteration 5F (45413.900000 sec): 3 clusters
  Score: Raw -1777323.193802 + Penalty 3120.114847 = -1774203.078955
  nChanged 735
		SP:Iteration 6Q (45414.190000 sec): 3 clusters
  Score: Raw -1777649.250712 + Penalty 3120.114847 = -1774529.135865
  nChanged 683
		SP:Iteration 7Q (45414.440000 sec): 3 clusters
  Score: Raw -1777961.858453 + Penalty 3120.114847 = -1774841.743606
  nChanged 616
		SP:Iteration 8Q (45414.690000 sec): 3 clusters
  Score: Raw -1778225.472433 + Penalty 3120.114847 = -1775105.357586
  nChanged 523
		SP:Iteration 9Q (45414.980000 sec): 3 clusters
  Score: Raw -1778430.360316 + Penalty 3120.114847 = -1775310.245469
  nChanged 415
		SP:Iteration 10Q (45415.170000 sec): 3 clusters
  Score: Raw -1778611.651681 + Penalty 3120.114847 = -1775491.536834
  nChanged 404
		SP:Iteration 11Q (45415.480000 sec): 3 clusters
  Score: Raw -1778784.748940 + Penalty 3120.114847 = -1775664.634093
  nChanged 351
		SP:Iteration 12Q (45415.710000 sec): 3 clusters
  Score: Raw -1778930.869137 + Penalty 3120.114847 = -1775810.754290
  nChanged 339
		SP:Iteration 13Q (45416.000000 sec): 3 clusters
  Score: Raw -1779098.273751 + Penalty 3120.114847 = -1775978.158904
  nChanged 354
		SP:Iteration 14Q (45416.240000 sec): 3 clusters
  Score: Raw -1779271.042037 + Penalty 3120.114847 = -1776150.927190
  nChanged 347
		SP:Iteration 15Q (45416.500000 sec): 3 clusters
  Score: Raw -1779470.015639 + Penalty 3120.114847 = -1776349.900792
  nChanged 343
		SP:Iteration 16Q (45416.740000 sec): 3 clusters
  Score: Raw -1779708.089418 + Penalty 3120.114847 = -1776587.974571
  nChanged 361
		SP:Iteration 17Q (45417.000000 sec): 3 clusters
  Score: Raw -1779971.218596 + Penalty 3120.114847 = -1776851.103749
  nChanged 360
		SP:Iteration 18Q (45417.250000 sec): 3 clusters
  Score: Raw -1780231.699607 + Penalty 3120.114847 = -1777111.584760
  nChanged 295
		SP:Iteration 19Q (45417.500000 sec): 3 clusters
  Score: Raw -1780425.035605 + Penalty 3120.114847 = -1777304.920758
  nChanged 246
		SP:Iteration 20F (45417.750000 sec): 3 clusters
  Score: Raw -1780557.756710 + Penalty 3120.114847 = -1777437.641863
  nChanged 214
		SP:Iteration 21Q (45418.000000 sec): 3 clusters
  Score: Raw -1780674.166778 + Penalty 3120.114847 = -1777554.051931
  nChanged 166
		SP:Iteration 22Q (45418.300000 sec): 3 clusters
  Score: Raw -1780755.673794 + Penalty 3120.114847 = -1777635.558947
  nChanged 142
		SP:Iteration 23Q (45418.540000 sec): 3 clusters
  Score: Raw -1780824.339396 + Penalty 3120.114847 = -1777704.224549
  nChanged 128
		SP:Iteration 24Q (45418.790000 sec): 3 clusters
  Score: Raw -1780886.900201 + Penalty 3120.114847 = -1777766.785354
  nChanged 107
		SP:Iteration 25Q (45419.040000 sec): 3 clusters
  Score: Raw -1780939.509889 + Penalty 3120.114847 = -1777819.395042
  nChanged 98
		SP:Iteration 26Q (45419.340000 sec): 3 clusters
  Score: Raw -1780984.625042 + Penalty 3120.114847 = -1777864.510195
  nChanged 86
		SP:Iteration 27Q (45419.550000 sec): 3 clusters
  Score: Raw -1781023.524195 + Penalty 3120.114847 = -1777903.409348
  nChanged 74
		SP:Iteration 28Q (45419.800000 sec): 3 clusters
  Score: Raw -1781056.682115 + Penalty 3120.114847 = -1777936.567268
  nChanged 63
		SP:Iteration 29Q (45420.020000 sec): 3 clusters
  Score: Raw -1781084.132352 + Penalty 3120.114847 = -1777964.017505
  nChanged 61
		SP:Iteration 30Q (45420.230000 sec): 3 clusters
  Score: Raw -1781109.591480 + Penalty 3120.114847 = -1777989.476633
  nChanged 60
		SP:Iteration 31Q (45420.520000 sec): 3 clusters
  Score: Raw -1781133.947441 + Penalty 3120.114847 = -1778013.832594
  nChanged 63
		SP:Iteration 32Q (45420.780000 sec): 3 clusters
  Score: Raw -1781160.963535 + Penalty 3120.114847 = -1778040.848688
  nChanged 54
		SP:Iteration 33Q (45420.960000 sec): 3 clusters
  Score: Raw -1781183.521589 + Penalty 3120.114847 = -1778063.406742
  nChanged 51
		SP:Iteration 34Q (45421.170000 sec): 3 clusters
  Score: Raw -1781204.147917 + Penalty 3120.114847 = -1778084.033070
  nChanged 49
		SP:Iteration 35Q (45421.380000 sec): 3 clusters
  Score: Raw -1781225.554786 + Penalty 3120.114847 = -1778105.439939
  nChanged 40
		SP:Iteration 36Q (45421.650000 sec): 3 clusters
  Score: Raw -1781243.125585 + Penalty 3120.114847 = -1778123.010738
  nChanged 35
		SP:Iteration 37Q (45421.900000 sec): 3 clusters
  Score: Raw -1781256.191233 + Penalty 3120.114847 = -1778136.076386
  nChanged 21
		SP:Iteration 38Q (45422.180000 sec): 3 clusters
  Score: Raw -1781264.016947 + Penalty 3120.114847 = -1778143.902100
  nChanged 21
		SP:Iteration 39Q (45422.420000 sec): 3 clusters
  Score: Raw -1781271.488894 + Penalty 3120.114847 = -1778151.374047
  nChanged 17
		SP:Iteration 40F (45422.730000 sec): 3 clusters
  Score: Raw -1781279.303130 + Penalty 3120.114847 = -1778159.188282
  nChanged 24
		SP:Iteration 41Q (45423.010000 sec): 3 clusters
  Score: Raw -1781288.573971 + Penalty 3120.114847 = -1778168.459124
  nChanged 18
		SP:Iteration 42Q (45423.330000 sec): 3 clusters
  Score: Raw -1781296.649456 + Penalty 3120.114847 = -1778176.534609
  nChanged 20
		SP:Iteration 43Q (45423.580000 sec): 3 clusters
  Score: Raw -1781304.030463 + Penalty 3120.114847 = -1778183.915616
  nChanged 11
		SP:Iteration 44Q (45423.830000 sec): 3 clusters
  Score: Raw -1781308.506905 + Penalty 3120.114847 = -1778188.392058
  nChanged 15
		SP:Iteration 45Q (45424.120000 sec): 3 clusters
  Score: Raw -1781315.142470 + Penalty 3120.114847 = -1778195.027623
  nChanged 11
		SP:Iteration 46Q (45424.360000 sec): 3 clusters
  Score: Raw -1781318.173713 + Penalty 3120.114847 = -1778198.058866
  nChanged 9
		SP:Iteration 47Q (45424.660000 sec): 3 clusters
  Score: Raw -1781321.343508 + Penalty 3120.114847 = -1778201.228661
  nChanged 9
		SP:Iteration 48Q (45424.940000 sec): 3 clusters
  Score: Raw -1781324.391968 + Penalty 3120.114847 = -1778204.277121
  nChanged 7
		SP:Iteration 49Q (45425.180000 sec): 3 clusters
  Score: Raw -1781326.812951 + Penalty 3120.114847 = -1778206.698104
  nChanged 6
		SP:Iteration 50Q (45425.500000 sec): 3 clusters
  Score: Raw -1781328.312053 + Penalty 3120.114847 = -1778208.197206
  nChanged 5
		SP:Iteration 51Q (45425.760000 sec): 3 clusters
  Score: Raw -1781330.041026 + Penalty 3120.114847 = -1778209.926179
  nChanged 6
		SP:Iteration 52Q (45426.060000 sec): 3 clusters
  Score: Raw -1781332.063652 + Penalty 3120.114847 = -1778211.948805
  nChanged 5
		SP:Iteration 53Q (45426.310000 sec): 3 clusters
  Score: Raw -1781333.628690 + Penalty 3120.114847 = -1778213.513842
  nChanged 5
		SP:Iteration 54Q (45426.540000 sec): 3 clusters
  Score: Raw -1781334.507254 + Penalty 3120.114847 = -1778214.392407
  nChanged 2
		SP:Iteration 55Q (45426.830000 sec): 3 clusters
  Score: Raw -1781335.043900 + Penalty 3120.114847 = -1778214.929053
  nChanged 0
		SP:Iteration 56F (45427.130000 sec): 3 clusters
  Score: Raw -1781335.043900 + Penalty 3120.114847 = -1778214.929053
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 13 (4728 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (45427.230000 sec): 2 clusters
  Score: Raw -528235.247060 + Penalty 1374.954353 = -526860.292707
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (45427.370000 sec): 3 clusters
  Score: Raw -525821.538644 + Penalty 2749.908707 = -523071.629937
  nChanged 1916
		SP:Iteration 1F (45427.570000 sec): 3 clusters
  Score: Raw -527100.642917 + Penalty 2749.908707 = -524350.734210
  nChanged 408
		SP:Iteration 2F (45427.700000 sec): 3 clusters
  Score: Raw -527396.431220 + Penalty 2749.908707 = -524646.522513
  nChanged 287
		SP:Iteration 3F (45427.890000 sec): 3 clusters
  Score: Raw -527587.813427 + Penalty 2749.908707 = -524837.904720
  nChanged 226
		SP:Iteration 4Q (45428.010000 sec): 3 clusters
  Score: Raw -527739.852138 + Penalty 2749.908707 = -524989.943431
  nChanged 200
		SP:Iteration 5Q (45428.190000 sec): 3 clusters
  Score: Raw -527855.475248 + Penalty 2749.908707 = -525105.566541
  nChanged 179
		SP:Iteration 6Q (45428.350000 sec): 3 clusters
  Score: Raw -527950.567460 + Penalty 2749.908707 = -525200.658753
  nChanged 129
		SP:Iteration 7Q (45428.530000 sec): 3 clusters
  Score: Raw -528023.152323 + Penalty 2749.908707 = -525273.243617
  nChanged 141
		SP:Iteration 8Q (45428.690000 sec): 3 clusters
  Score: Raw -528112.338474 + Penalty 2749.908707 = -525362.429767
  nChanged 127
		SP:Iteration 9Q (45428.850000 sec): 3 clusters
  Score: Raw -528188.419844 + Penalty 2749.908707 = -525438.511137
  nChanged 103
		SP:Iteration 10Q (45429.010000 sec): 3 clusters
  Score: Raw -528264.500538 + Penalty 2749.908707 = -525514.591832
  nChanged 135
		SP:Iteration 11Q (45429.200000 sec): 3 clusters
  Score: Raw -528340.985751 + Penalty 2749.908707 = -525591.077045
  nChanged 118
		SP:Iteration 12Q (45429.360000 sec): 3 clusters
  Score: Raw -528404.797722 + Penalty 2749.908707 = -525654.889016
  nChanged 108
		SP:Iteration 13Q (45429.550000 sec): 3 clusters
  Score: Raw -528454.687204 + Penalty 2749.908707 = -525704.778497
  nChanged 78
		SP:Iteration 14Q (45429.710000 sec): 3 clusters
  Score: Raw -528484.731455 + Penalty 2749.908707 = -525734.822749
  nChanged 64
		SP:Iteration 15Q (45429.890000 sec): 3 clusters
  Score: Raw -528513.991489 + Penalty 2749.908707 = -525764.082782
  nChanged 65
		SP:Iteration 16Q (45430.130000 sec): 3 clusters
  Score: Raw -528543.042025 + Penalty 2749.908707 = -525793.133319
  nChanged 60
		SP:Iteration 17Q (45430.310000 sec): 3 clusters
  Score: Raw -528567.969093 + Penalty 2749.908707 = -525818.060386
  nChanged 44
		SP:Iteration 18Q (45430.450000 sec): 3 clusters
  Score: Raw -528586.775444 + Penalty 2749.908707 = -525836.866737
  nChanged 42
		SP:Iteration 19Q (45430.630000 sec): 3 clusters
  Score: Raw -528603.907697 + Penalty 2749.908707 = -525853.998991
  nChanged 46
		SP:Iteration 20F (45430.770000 sec): 3 clusters
  Score: Raw -528625.436592 + Penalty 2749.908707 = -525875.527885
  nChanged 37
		SP:Iteration 21Q (45430.960000 sec): 3 clusters
  Score: Raw -528645.454111 + Penalty 2749.908707 = -525895.545405
  nChanged 46
		SP:Iteration 22Q (45431.080000 sec): 3 clusters
  Score: Raw -528665.418162 + Penalty 2749.908707 = -525915.509455
  nChanged 47
		SP:Iteration 23Q (45431.210000 sec): 3 clusters
  Score: Raw -528686.817791 + Penalty 2749.908707 = -525936.909084
  nChanged 32
		SP:Iteration 24Q (45431.380000 sec): 3 clusters
  Score: Raw -528698.677856 + Penalty 2749.908707 = -525948.769149
  nChanged 27
		SP:Iteration 25Q (45431.580000 sec): 3 clusters
  Score: Raw -528706.257587 + Penalty 2749.908707 = -525956.348880
  nChanged 15
		SP:Iteration 26Q (45431.750000 sec): 3 clusters
  Score: Raw -528710.882795 + Penalty 2749.908707 = -525960.974089
  nChanged 20
		SP:Iteration 27Q (45431.910000 sec): 3 clusters
  Score: Raw -528717.380525 + Penalty 2749.908707 = -525967.471818
  nChanged 14
		SP:Iteration 28Q (45432.110000 sec): 3 clusters
  Score: Raw -528719.939998 + Penalty 2749.908707 = -525970.031292
  nChanged 11
		SP:Iteration 29Q (45432.280000 sec): 3 clusters
  Score: Raw -528723.735766 + Penalty 2749.908707 = -525973.827059
  nChanged 9
		SP:Iteration 30Q (45432.440000 sec): 3 clusters
  Score: Raw -528726.429918 + Penalty 2749.908707 = -525976.521211
  nChanged 10
		SP:Iteration 31Q (45432.660000 sec): 3 clusters
  Score: Raw -528729.562314 + Penalty 2749.908707 = -525979.653607
  nChanged 10
		SP:Iteration 32Q (45432.860000 sec): 3 clusters
  Score: Raw -528732.301742 + Penalty 2749.908707 = -525982.393035
  nChanged 10
		SP:Iteration 33Q (45433.090000 sec): 3 clusters
  Score: Raw -528734.592129 + Penalty 2749.908707 = -525984.683423
  nChanged 7
		SP:Iteration 34Q (45433.270000 sec): 3 clusters
  Score: Raw -528736.083283 + Penalty 2749.908707 = -525986.174576
  nChanged 4
		SP:Iteration 35Q (45433.480000 sec): 3 clusters
  Score: Raw -528737.191717 + Penalty 2749.908707 = -525987.283011
  nChanged 3
		SP:Iteration 36Q (45433.660000 sec): 3 clusters
  Score: Raw -528737.533071 + Penalty 2749.908707 = -525987.624364
  nChanged 2
		SP:Iteration 37Q (45433.870000 sec): 3 clusters
  Score: Raw -528737.897554 + Penalty 2749.908707 = -525987.988847
  nChanged 2
		SP:Iteration 38Q (45434.010000 sec): 3 clusters
  Score: Raw -528738.478175 + Penalty 2749.908707 = -525988.569469
  nChanged 1
		SP:Iteration 39Q (45434.160000 sec): 3 clusters
  Score: Raw -528738.602769 + Penalty 2749.908707 = -525988.694062
  nChanged 1
		SP:Iteration 40F (45434.310000 sec): 3 clusters
  Score: Raw -528738.749720 + Penalty 2749.908707 = -525988.841013
  nChanged 1
		SP:Iteration 41Q (45434.500000 sec): 3 clusters
  Score: Raw -528738.967780 + Penalty 2749.908707 = -525989.059073
  nChanged 3
		SP:Iteration 42Q (45434.710000 sec): 3 clusters
  Score: Raw -528739.533520 + Penalty 2749.908707 = -525989.624814
  nChanged 2
		SP:Iteration 43Q (45434.960000 sec): 3 clusters
  Score: Raw -528739.794291 + Penalty 2749.908707 = -525989.885585
  nChanged 1
		SP:Iteration 44Q (45435.070000 sec): 3 clusters
  Score: Raw -528740.008169 + Penalty 2749.908707 = -525990.099463
  nChanged 3
		SP:Iteration 45Q (45435.250000 sec): 3 clusters
  Score: Raw -528740.324079 + Penalty 2749.908707 = -525990.415373
  nChanged 3
		SP:Iteration 46Q (45435.390000 sec): 3 clusters
  Score: Raw -528741.065079 + Penalty 2749.908707 = -525991.156372
  nChanged 1
		SP:Iteration 47Q (45435.570000 sec): 3 clusters
  Score: Raw -528741.185875 + Penalty 2749.908707 = -525991.277168
  nChanged 0
		SP:Iteration 48F (45435.830000 sec): 3 clusters
  Score: Raw -528741.185875 + Penalty 2749.908707 = -525991.277168
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 14 (32146 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (45436.160000 sec): 2 clusters
  Score: Raw -3930488.777286 + Penalty 1686.432037 = -3928802.345249
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (45436.500000 sec): 3 clusters
  Score: Raw -3910539.865045 + Penalty 3372.864074 = -3907167.000971
  nChanged 14883
		SP:Iteration 1F (45436.890000 sec): 3 clusters
  Score: Raw -3919055.871159 + Penalty 3372.864074 = -3915683.007085
  nChanged 1537
		SP:Iteration 2Q (45437.310000 sec): 3 clusters
  Score: Raw -3919649.168333 + Penalty 3372.864074 = -3916276.304259
  nChanged 1537
		SP:Iteration 3Q (45437.720000 sec): 3 clusters
  Score: Raw -3920230.065777 + Penalty 3372.864074 = -3916857.201703
  nChanged 1504
		SP:Iteration 4Q (45438.140000 sec): 3 clusters
  Score: Raw -3920845.643466 + Penalty 3372.864074 = -3917472.779392
  nChanged 1509
		SP:Iteration 5Q (45438.600000 sec): 3 clusters
  Score: Raw -3921500.665566 + Penalty 3372.864074 = -3918127.801492
  nChanged 1524
		SP:Iteration 6Q (45438.980000 sec): 3 clusters
  Score: Raw -3922207.497232 + Penalty 3372.864074 = -3918834.633158
  nChanged 1546
		SP:Iteration 7Q (45439.340000 sec): 3 clusters
  Score: Raw -3923014.802441 + Penalty 3372.864074 = -3919641.938367
  nChanged 1541
		SP:Iteration 8Q (45439.730000 sec): 3 clusters
  Score: Raw -3923884.955341 + Penalty 3372.864074 = -3920512.091267
  nChanged 1568
		SP:Iteration 9Q (45440.160000 sec): 3 clusters
  Score: Raw -3924825.667455 + Penalty 3372.864074 = -3921452.803381
  nChanged 1478
		SP:Iteration 10Q (45440.570000 sec): 3 clusters
  Score: Raw -3925734.076420 + Penalty 3372.864074 = -3922361.212346
  nChanged 1248
		SP:Iteration 11Q (45440.910000 sec): 3 clusters
  Score: Raw -3926390.976461 + Penalty 3372.864074 = -3923018.112387
  nChanged 940
		SP:Iteration 12Q (45441.400000 sec): 3 clusters
  Score: Raw -3926775.943389 + Penalty 3372.864074 = -3923403.079315
  nChanged 666
		SP:Iteration 13Q (45441.750000 sec): 3 clusters
  Score: Raw -3927009.896776 + Penalty 3372.864074 = -3923637.032702
  nChanged 542
		SP:Iteration 14Q (45442.120000 sec): 3 clusters
  Score: Raw -3927203.730371 + Penalty 3372.864074 = -3923830.866297
  nChanged 497
		SP:Iteration 15Q (45442.460000 sec): 3 clusters
  Score: Raw -3927369.406585 + Penalty 3372.864074 = -3923996.542511
  nChanged 437
		SP:Iteration 16Q (45442.860000 sec): 3 clusters
  Score: Raw -3927513.463809 + Penalty 3372.864074 = -3924140.599735
  nChanged 430
		SP:Iteration 17Q (45443.210000 sec): 3 clusters
  Score: Raw -3927649.876736 + Penalty 3372.864074 = -3924277.012662
  nChanged 415
		SP:Iteration 18Q (45443.630000 sec): 3 clusters
  Score: Raw -3927780.825756 + Penalty 3372.864074 = -3924407.961682
  nChanged 397
		SP:Iteration 19Q (45443.960000 sec): 3 clusters
  Score: Raw -3927903.169385 + Penalty 3372.864074 = -3924530.305311
  nChanged 381
		SP:Iteration 20F (45444.330000 sec): 3 clusters
  Score: Raw -3928010.801972 + Penalty 3372.864074 = -3924637.937897
  nChanged 324
		SP:Iteration 21Q (45444.610000 sec): 3 clusters
  Score: Raw -3928095.383310 + Penalty 3372.864074 = -3924722.519236
  nChanged 316
		SP:Iteration 22Q (45444.960000 sec): 3 clusters
  Score: Raw -3928182.254456 + Penalty 3372.864074 = -3924809.390381
  nChanged 307
		SP:Iteration 23Q (45445.270000 sec): 3 clusters
  Score: Raw -3928256.404524 + Penalty 3372.864074 = -3924883.540450
  nChanged 265
		SP:Iteration 24Q (45445.680000 sec): 3 clusters
  Score: Raw -3928310.472123 + Penalty 3372.864074 = -3924937.608049
  nChanged 218
		SP:Iteration 25Q (45446.060000 sec): 3 clusters
  Score: Raw -3928353.389399 + Penalty 3372.864074 = -3924980.525325
  nChanged 217
		SP:Iteration 26Q (45446.430000 sec): 3 clusters
  Score: Raw -3928389.477247 + Penalty 3372.864074 = -3925016.613173
  nChanged 183
		SP:Iteration 27Q (45446.810000 sec): 3 clusters
  Score: Raw -3928418.198437 + Penalty 3372.864074 = -3925045.334363
  nChanged 184
		SP:Iteration 28Q (45447.130000 sec): 3 clusters
  Score: Raw -3928447.763152 + Penalty 3372.864074 = -3925074.899078
  nChanged 158
		SP:Iteration 29Q (45447.460000 sec): 3 clusters
  Score: Raw -3928473.784903 + Penalty 3372.864074 = -3925100.920829
  nChanged 163
		SP:Iteration 30Q (45447.860000 sec): 3 clusters
  Score: Raw -3928497.536809 + Penalty 3372.864074 = -3925124.672735
  nChanged 164
		SP:Iteration 31Q (45448.270000 sec): 3 clusters
  Score: Raw -3928522.004204 + Penalty 3372.864074 = -3925149.140130
  nChanged 171
		SP:Iteration 32Q (45448.650000 sec): 3 clusters
  Score: Raw -3928547.486161 + Penalty 3372.864074 = -3925174.622087
  nChanged 161
		SP:Iteration 33Q (45449.030000 sec): 3 clusters
  Score: Raw -3928573.401624 + Penalty 3372.864074 = -3925200.537549
  nChanged 170
		SP:Iteration 34Q (45449.390000 sec): 3 clusters
  Score: Raw -3928602.629167 + Penalty 3372.864074 = -3925229.765093
  nChanged 171
		SP:Iteration 35Q (45449.740000 sec): 3 clusters
  Score: Raw -3928632.566072 + Penalty 3372.864074 = -3925259.701998
  nChanged 172
		SP:Iteration 36Q (45450.130000 sec): 3 clusters
  Score: Raw -3928660.054128 + Penalty 3372.864074 = -3925287.190054
  nChanged 160
		SP:Iteration 37Q (45450.510000 sec): 3 clusters
  Score: Raw -3928687.140390 + Penalty 3372.864074 = -3925314.276316
  nChanged 158
		SP:Iteration 38Q (45450.920000 sec): 3 clusters
  Score: Raw -3928711.361929 + Penalty 3372.864074 = -3925338.497855
  nChanged 150
		SP:Iteration 39Q (45451.270000 sec): 3 clusters
  Score: Raw -3928733.248505 + Penalty 3372.864074 = -3925360.384431
  nChanged 147
		SP:Iteration 40F (45451.590000 sec): 3 clusters
  Score: Raw -3928755.782624 + Penalty 3372.864074 = -3925382.918549
  nChanged 153
		SP:Iteration 41Q (45451.960000 sec): 3 clusters
  Score: Raw -3928778.374180 + Penalty 3372.864074 = -3925405.510106
  nChanged 142
		SP:Iteration 42Q (45452.410000 sec): 3 clusters
  Score: Raw -3928797.678299 + Penalty 3372.864074 = -3925424.814225
  nChanged 147
		SP:Iteration 43Q (45452.770000 sec): 3 clusters
  Score: Raw -3928820.719832 + Penalty 3372.864074 = -3925447.855758
  nChanged 161
		SP:Iteration 44Q (45453.140000 sec): 3 clusters
  Score: Raw -3928848.884601 + Penalty 3372.864074 = -3925476.020527
  nChanged 171
		SP:Iteration 45Q (45453.500000 sec): 3 clusters
  Score: Raw -3928877.942106 + Penalty 3372.864074 = -3925505.078032
  nChanged 162
		SP:Iteration 46Q (45453.950000 sec): 3 clusters
  Score: Raw -3928903.644621 + Penalty 3372.864074 = -3925530.780547
  nChanged 155
		SP:Iteration 47Q (45454.400000 sec): 3 clusters
  Score: Raw -3928927.643689 + Penalty 3372.864074 = -3925554.779615
  nChanged 160
		SP:Iteration 48Q (45454.800000 sec): 3 clusters
  Score: Raw -3928955.502203 + Penalty 3372.864074 = -3925582.638129
  nChanged 167
		SP:Iteration 49Q (45455.150000 sec): 3 clusters
  Score: Raw -3928984.709919 + Penalty 3372.864074 = -3925611.845845
  nChanged 168
		SP:Iteration 50Q (45455.560000 sec): 3 clusters
  Score: Raw -3929011.506170 + Penalty 3372.864074 = -3925638.642096
  nChanged 142
		SP:Iteration 51Q (45455.850000 sec): 3 clusters
  Score: Raw -3929033.497369 + Penalty 3372.864074 = -3925660.633295
  nChanged 128
		SP:Iteration 52Q (45456.250000 sec): 3 clusters
  Score: Raw -3929050.937461 + Penalty 3372.864074 = -3925678.073387
  nChanged 117
		SP:Iteration 53Q (45456.690000 sec): 3 clusters
  Score: Raw -3929067.402694 + Penalty 3372.864074 = -3925694.538620
  nChanged 134
		SP:Iteration 54Q (45457.090000 sec): 3 clusters
  Score: Raw -3929087.825455 + Penalty 3372.864074 = -3925714.961381
  nChanged 120
		SP:Iteration 55Q (45457.500000 sec): 3 clusters
  Score: Raw -3929103.916235 + Penalty 3372.864074 = -3925731.052161
  nChanged 119
		SP:Iteration 56Q (45457.900000 sec): 3 clusters
  Score: Raw -3929120.561487 + Penalty 3372.864074 = -3925747.697413
  nChanged 135
		SP:Iteration 57Q (45458.290000 sec): 3 clusters
  Score: Raw -3929140.977728 + Penalty 3372.864074 = -3925768.113654
  nChanged 141
		SP:Iteration 58Q (45458.690000 sec): 3 clusters
  Score: Raw -3929162.828237 + Penalty 3372.864074 = -3925789.964163
  nChanged 144
		SP:Iteration 59Q (45459.090000 sec): 3 clusters
  Score: Raw -3929185.890276 + Penalty 3372.864074 = -3925813.026201
  nChanged 152
		SP:Iteration 60F (45459.490000 sec): 3 clusters
  Score: Raw -3929209.822430 + Penalty 3372.864074 = -3925836.958355
  nChanged 142
		SP:Iteration 61Q (45459.890000 sec): 3 clusters
  Score: Raw -3929231.623952 + Penalty 3372.864074 = -3925858.759878
  nChanged 145
		SP:Iteration 62Q (45460.280000 sec): 3 clusters
  Score: Raw -3929254.207063 + Penalty 3372.864074 = -3925881.342989
  nChanged 150
		SP:Iteration 63Q (45460.680000 sec): 3 clusters
  Score: Raw -3929277.565758 + Penalty 3372.864074 = -3925904.701684
  nChanged 137
		SP:Iteration 64Q (45461.050000 sec): 3 clusters
  Score: Raw -3929299.106070 + Penalty 3372.864074 = -3925926.241996
  nChanged 127
		SP:Iteration 65Q (45461.450000 sec): 3 clusters
  Score: Raw -3929319.716652 + Penalty 3372.864074 = -3925946.852578
  nChanged 128
		SP:Iteration 66Q (45461.820000 sec): 3 clusters
  Score: Raw -3929341.207370 + Penalty 3372.864074 = -3925968.343296
  nChanged 145
		SP:Iteration 67Q (45462.160000 sec): 3 clusters
  Score: Raw -3929365.726677 + Penalty 3372.864074 = -3925992.862603
  nChanged 145
		SP:Iteration 68Q (45462.530000 sec): 3 clusters
  Score: Raw -3929389.259506 + Penalty 3372.864074 = -3926016.395432
  nChanged 139
		SP:Iteration 69Q (45462.900000 sec): 3 clusters
  Score: Raw -3929413.512763 + Penalty 3372.864074 = -3926040.648689
  nChanged 128
		SP:Iteration 70Q (45463.210000 sec): 3 clusters
  Score: Raw -3929434.809988 + Penalty 3372.864074 = -3926061.945914
  nChanged 123
		SP:Iteration 71Q (45463.590000 sec): 3 clusters
  Score: Raw -3929455.292386 + Penalty 3372.864074 = -3926082.428312
  nChanged 127
		SP:Iteration 72Q (45463.880000 sec): 3 clusters
  Score: Raw -3929478.732999 + Penalty 3372.864074 = -3926105.868925
  nChanged 152
		SP:Iteration 73Q (45464.240000 sec): 3 clusters
  Score: Raw -3929509.095632 + Penalty 3372.864074 = -3926136.231558
  nChanged 153
		SP:Iteration 74Q (45464.600000 sec): 3 clusters
  Score: Raw -3929542.936996 + Penalty 3372.864074 = -3926170.072922
  nChanged 162
		SP:Iteration 75Q (45465.000000 sec): 3 clusters
  Score: Raw -3929582.720342 + Penalty 3372.864074 = -3926209.856267
  nChanged 167
		SP:Iteration 76Q (45465.390000 sec): 3 clusters
  Score: Raw -3929621.892841 + Penalty 3372.864074 = -3926249.028767
  nChanged 156
		SP:Iteration 77Q (45465.730000 sec): 3 clusters
  Score: Raw -3929660.211547 + Penalty 3372.864074 = -3926287.347473
  nChanged 151
		SP:Iteration 78Q (45466.150000 sec): 3 clusters
  Score: Raw -3929695.909719 + Penalty 3372.864074 = -3926323.045645
  nChanged 144
		SP:Iteration 79Q (45466.520000 sec): 3 clusters
  Score: Raw -3929730.642721 + Penalty 3372.864074 = -3926357.778647
  nChanged 156
		SP:Iteration 80F (45466.800000 sec): 3 clusters
  Score: Raw -3929773.677514 + Penalty 3372.864074 = -3926400.813439
  nChanged 147
		SP:Iteration 81Q (45467.220000 sec): 3 clusters
  Score: Raw -3929809.865429 + Penalty 3372.864074 = -3926437.001355
  nChanged 137
		SP:Iteration 82Q (45467.540000 sec): 3 clusters
  Score: Raw -3929846.053911 + Penalty 3372.864074 = -3926473.189837
  nChanged 132
		SP:Iteration 83Q (45467.840000 sec): 3 clusters
  Score: Raw -3929883.591434 + Penalty 3372.864074 = -3926510.727359
  nChanged 132
		SP:Iteration 84Q (45468.180000 sec): 3 clusters
  Score: Raw -3929919.427789 + Penalty 3372.864074 = -3926546.563715
  nChanged 139
		SP:Iteration 85Q (45468.530000 sec): 3 clusters
  Score: Raw -3929958.219011 + Penalty 3372.864074 = -3926585.354937
  nChanged 140
		SP:Iteration 86Q (45468.890000 sec): 3 clusters
  Score: Raw -3929997.583116 + Penalty 3372.864074 = -3926624.719042
  nChanged 129
		SP:Iteration 87Q (45469.230000 sec): 3 clusters
  Score: Raw -3930037.174197 + Penalty 3372.864074 = -3926664.310123
  nChanged 133
		SP:Iteration 88Q (45469.670000 sec): 3 clusters
  Score: Raw -3930077.461999 + Penalty 3372.864074 = -3926704.597924
  nChanged 120
		SP:Iteration 89Q (45469.960000 sec): 3 clusters
  Score: Raw -3930113.744921 + Penalty 3372.864074 = -3926740.880847
  nChanged 128
		SP:Iteration 90Q (45470.330000 sec): 3 clusters
  Score: Raw -3930154.009080 + Penalty 3372.864074 = -3926781.145006
  nChanged 118
		SP:Iteration 91Q (45470.690000 sec): 3 clusters
  Score: Raw -3930193.858515 + Penalty 3372.864074 = -3926820.994441
  nChanged 122
		SP:Iteration 92Q (45471.030000 sec): 3 clusters
  Score: Raw -3930230.756564 + Penalty 3372.864074 = -3926857.892489
  nChanged 99
		SP:Iteration 93Q (45471.410000 sec): 3 clusters
  Score: Raw -3930260.266440 + Penalty 3372.864074 = -3926887.402366
  nChanged 83
		SP:Iteration 94Q (45471.770000 sec): 3 clusters
  Score: Raw -3930289.576100 + Penalty 3372.864074 = -3926916.712026
  nChanged 97
		SP:Iteration 95Q (45472.120000 sec): 3 clusters
  Score: Raw -3930321.166440 + Penalty 3372.864074 = -3926948.302366
  nChanged 82
		SP:Iteration 96Q (45472.470000 sec): 3 clusters
  Score: Raw -3930345.334800 + Penalty 3372.864074 = -3926972.470726
  nChanged 69
		SP:Iteration 97Q (45472.780000 sec): 3 clusters
  Score: Raw -3930369.708674 + Penalty 3372.864074 = -3926996.844600
  nChanged 71
		SP:Iteration 98Q (45473.180000 sec): 3 clusters
  Score: Raw -3930392.218828 + Penalty 3372.864074 = -3927019.354754
  nChanged 69
		SP:Iteration 99Q (45473.500000 sec): 3 clusters
  Score: Raw -3930413.980366 + Penalty 3372.864074 = -3927041.116292
  nChanged 55
		SP:Iteration 100F (45473.920000 sec): 3 clusters
  Score: Raw -3930433.702445 + Penalty 3372.864074 = -3927060.838371
  nChanged 68
		SP:Iteration 101Q (45474.280000 sec): 3 clusters
  Score: Raw -3930456.727120 + Penalty 3372.864074 = -3927083.863046
  nChanged 49
		SP:Iteration 102Q (45474.680000 sec): 3 clusters
  Score: Raw -3930474.915934 + Penalty 3372.864074 = -3927102.051860
  nChanged 40
		SP:Iteration 103Q (45475.000000 sec): 3 clusters
  Score: Raw -3930490.086871 + Penalty 3372.864074 = -3927117.222797
  nChanged 35
		SP:Iteration 104Q (45475.270000 sec): 3 clusters
  Score: Raw -3930501.955806 + Penalty 3372.864074 = -3927129.091732
  nChanged 36
		SP:Iteration 105Q (45475.700000 sec): 3 clusters
  Score: Raw -3930517.161376 + Penalty 3372.864074 = -3927144.297302
  nChanged 34
		SP:Iteration 106Q (45476.050000 sec): 3 clusters
  Score: Raw -3930529.538128 + Penalty 3372.864074 = -3927156.674054
  nChanged 31
		SP:Iteration 107Q (45476.470000 sec): 3 clusters
  Score: Raw -3930540.908482 + Penalty 3372.864074 = -3927168.044407
  nChanged 22
		SP:Iteration 108Q (45476.810000 sec): 3 clusters
  Score: Raw -3930548.207283 + Penalty 3372.864074 = -3927175.343208
  nChanged 27
		SP:Iteration 109Q (45477.170000 sec): 3 clusters
  Score: Raw -3930556.964680 + Penalty 3372.864074 = -3927184.100606
  nChanged 23
		SP:Iteration 110Q (45477.500000 sec): 3 clusters
  Score: Raw -3930565.089586 + Penalty 3372.864074 = -3927192.225512
  nChanged 19
		SP:Iteration 111Q (45477.810000 sec): 3 clusters
  Score: Raw -3930570.900627 + Penalty 3372.864074 = -3927198.036553
  nChanged 18
		SP:Iteration 112Q (45478.170000 sec): 3 clusters
  Score: Raw -3930577.110415 + Penalty 3372.864074 = -3927204.246341
  nChanged 27
		SP:Iteration 113Q (45478.510000 sec): 3 clusters
  Score: Raw -3930587.546470 + Penalty 3372.864074 = -3927214.682396
  nChanged 26
		SP:Iteration 114Q (45478.830000 sec): 3 clusters
  Score: Raw -3930600.351044 + Penalty 3372.864074 = -3927227.486970
  nChanged 25
		SP:Iteration 115Q (45479.180000 sec): 3 clusters
  Score: Raw -3930615.012564 + Penalty 3372.864074 = -3927242.148490
  nChanged 30
		SP:Iteration 116Q (45479.490000 sec): 3 clusters
  Score: Raw -3930630.547568 + Penalty 3372.864074 = -3927257.683494
  nChanged 23
		SP:Iteration 117Q (45479.840000 sec): 3 clusters
  Score: Raw -3930643.506193 + Penalty 3372.864074 = -3927270.642119
  nChanged 20
		SP:Iteration 118Q (45480.170000 sec): 3 clusters
  Score: Raw -3930651.695555 + Penalty 3372.864074 = -3927278.831481
  nChanged 21
		SP:Iteration 119Q (45480.490000 sec): 3 clusters
  Score: Raw -3930660.906569 + Penalty 3372.864074 = -3927288.042495
  nChanged 22
		SP:Iteration 120F (45480.830000 sec): 3 clusters
  Score: Raw -3930667.115602 + Penalty 3372.864074 = -3927294.251528
  nChanged 12
		SP:Iteration 121Q (45481.210000 sec): 3 clusters
  Score: Raw -3930672.108778 + Penalty 3372.864074 = -3927299.244704
  nChanged 19
		SP:Iteration 122Q (45481.590000 sec): 3 clusters
  Score: Raw -3930679.650041 + Penalty 3372.864074 = -3927306.785967
  nChanged 17
		SP:Iteration 123Q (45481.900000 sec): 3 clusters
  Score: Raw -3930686.800658 + Penalty 3372.864074 = -3927313.936584
  nChanged 16
		SP:Iteration 124Q (45482.230000 sec): 3 clusters
  Score: Raw -3930693.541728 + Penalty 3372.864074 = -3927320.677654
  nChanged 18
		SP:Iteration 125Q (45482.540000 sec): 3 clusters
  Score: Raw -3930702.712609 + Penalty 3372.864074 = -3927329.848535
  nChanged 12
		SP:Iteration 126Q (45482.890000 sec): 3 clusters
  Score: Raw -3930709.129673 + Penalty 3372.864074 = -3927336.265599
  nChanged 12
		SP:Iteration 127Q (45483.210000 sec): 3 clusters
  Score: Raw -3930713.865553 + Penalty 3372.864074 = -3927341.001478
  nChanged 9
		SP:Iteration 128Q (45483.550000 sec): 3 clusters
  Score: Raw -3930717.811759 + Penalty 3372.864074 = -3927344.947684
  nChanged 8
		SP:Iteration 129Q (45483.930000 sec): 3 clusters
  Score: Raw -3930721.079448 + Penalty 3372.864074 = -3927348.215374
  nChanged 8
		SP:Iteration 130Q (45484.330000 sec): 3 clusters
  Score: Raw -3930723.589006 + Penalty 3372.864074 = -3927350.724932
  nChanged 7
		SP:Iteration 131Q (45484.690000 sec): 3 clusters
  Score: Raw -3930726.460762 + Penalty 3372.864074 = -3927353.596687
  nChanged 4
		SP:Iteration 132Q (45485.000000 sec): 3 clusters
  Score: Raw -3930728.639013 + Penalty 3372.864074 = -3927355.774938
  nChanged 6
		SP:Iteration 133Q (45485.260000 sec): 3 clusters
  Score: Raw -3930730.325598 + Penalty 3372.864074 = -3927357.461524
  nChanged 4
		SP:Iteration 134Q (45485.520000 sec): 3 clusters
  Score: Raw -3930731.538039 + Penalty 3372.864074 = -3927358.673965
  nChanged 3
		SP:Iteration 135Q (45485.810000 sec): 3 clusters
  Score: Raw -3930732.783304 + Penalty 3372.864074 = -3927359.919229
  nChanged 4
		SP:Iteration 136Q (45486.150000 sec): 3 clusters
  Score: Raw -3930734.036557 + Penalty 3372.864074 = -3927361.172483
  nChanged 2
		SP:Iteration 137Q (45486.550000 sec): 3 clusters
  Score: Raw -3930734.651081 + Penalty 3372.864074 = -3927361.787007
  nChanged 3
		SP:Iteration 138Q (45486.880000 sec): 3 clusters
  Score: Raw -3930735.400854 + Penalty 3372.864074 = -3927362.536780
  nChanged 2
		SP:Iteration 139Q (45487.190000 sec): 3 clusters
  Score: Raw -3930735.993130 + Penalty 3372.864074 = -3927363.129056
  nChanged 2
		SP:Iteration 140F (45487.540000 sec): 3 clusters
  Score: Raw -3930737.371427 + Penalty 3372.864074 = -3927364.507353
  nChanged 4
		SP:Iteration 141Q (45487.850000 sec): 3 clusters
  Score: Raw -3930740.045132 + Penalty 3372.864074 = -3927367.181057
  nChanged 5
		SP:Iteration 142Q (45488.170000 sec): 3 clusters
  Score: Raw -3930741.828590 + Penalty 3372.864074 = -3927368.964516
  nChanged 1
		SP:Iteration 143Q (45488.500000 sec): 3 clusters
  Score: Raw -3930742.076244 + Penalty 3372.864074 = -3927369.212170
  nChanged 3
		SP:Iteration 144Q (45488.880000 sec): 3 clusters
  Score: Raw -3930743.010545 + Penalty 3372.864074 = -3927370.146470
  nChanged 1
		SP:Iteration 145Q (45489.230000 sec): 3 clusters
  Score: Raw -3930743.215458 + Penalty 3372.864074 = -3927370.351383
  nChanged 1
		SP:Iteration 146Q (45489.610000 sec): 3 clusters
  Score: Raw -3930743.693022 + Penalty 3372.864074 = -3927370.828948
  nChanged 3
		SP:Iteration 147Q (45489.950000 sec): 3 clusters
  Score: Raw -3930744.505776 + Penalty 3372.864074 = -3927371.641702
  nChanged 4
		SP:Iteration 148Q (45490.320000 sec): 3 clusters
  Score: Raw -3930745.650001 + Penalty 3372.864074 = -3927372.785927
  nChanged 4
		SP:Iteration 149Q (45490.660000 sec): 3 clusters
  Score: Raw -3930747.832374 + Penalty 3372.864074 = -3927374.968300
  nChanged 5
		SP:Iteration 150Q (45490.970000 sec): 3 clusters
  Score: Raw -3930750.591111 + Penalty 3372.864074 = -3927377.727037
  nChanged 3
		SP:Iteration 151Q (45491.330000 sec): 3 clusters
  Score: Raw -3930751.588433 + Penalty 3372.864074 = -3927378.724359
  nChanged 3
		SP:Iteration 152Q (45491.640000 sec): 3 clusters
  Score: Raw -3930752.530379 + Penalty 3372.864074 = -3927379.666305
  nChanged 1
		SP:Iteration 153Q (45491.960000 sec): 3 clusters
  Score: Raw -3930753.138425 + Penalty 3372.864074 = -3927380.274351
  nChanged 2
		SP:Iteration 154Q (45492.330000 sec): 3 clusters
  Score: Raw -3930753.991707 + Penalty 3372.864074 = -3927381.127633
  nChanged 0
		SP:Iteration 155F (45492.650000 sec): 3 clusters
  Score: Raw -3930753.991707 + Penalty 3372.864074 = -3927381.127633
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 15 (1781 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (45492.830000 sec): 2 clusters
  Score: Raw -198295.144134 + Penalty 1216.301171 = -197078.842963
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (45492.990000 sec): 3 clusters
  Score: Raw -197614.659469 + Penalty 2432.602342 = -195182.057127
  nChanged 594
		SP:Iteration 1F (45493.180000 sec): 3 clusters
  Score: Raw -198097.361564 + Penalty 2432.602342 = -195664.759222
  nChanged 165
		SP:Iteration 2F (45493.350000 sec): 3 clusters
  Score: Raw -198252.600556 + Penalty 2432.602342 = -195819.998214
  nChanged 98
		SP:Iteration 3F (45493.510000 sec): 3 clusters
  Score: Raw -198331.054433 + Penalty 2432.602342 = -195898.452091
  nChanged 49
		SP:Iteration 4Q (45493.630000 sec): 3 clusters
  Score: Raw -198361.700906 + Penalty 2432.602342 = -195929.098564
  nChanged 33
		SP:Iteration 5Q (45493.820000 sec): 3 clusters
  Score: Raw -198376.725785 + Penalty 2432.602342 = -195944.123443
  nChanged 19
		SP:Iteration 6Q (45493.980000 sec): 3 clusters
  Score: Raw -198385.106601 + Penalty 2432.602342 = -195952.504259
  nChanged 15
		SP:Iteration 7Q (45494.150000 sec): 3 clusters
  Score: Raw -198393.320139 + Penalty 2432.602342 = -195960.717797
  nChanged 19
		SP:Iteration 8Q (45494.290000 sec): 3 clusters
  Score: Raw -198406.907434 + Penalty 2432.602342 = -195974.305092
  nChanged 19
		SP:Iteration 9Q (45494.400000 sec): 3 clusters
  Score: Raw -198422.786082 + Penalty 2432.602342 = -195990.183740
  nChanged 19
		SP:Iteration 10Q (45494.560000 sec): 3 clusters
  Score: Raw -198439.228975 + Penalty 2432.602342 = -196006.626633
  nChanged 25
		SP:Iteration 11Q (45494.760000 sec): 3 clusters
  Score: Raw -198455.303667 + Penalty 2432.602342 = -196022.701325
  nChanged 21
		SP:Iteration 12Q (45494.920000 sec): 3 clusters
  Score: Raw -198466.913972 + Penalty 2432.602342 = -196034.311630
  nChanged 13
		SP:Iteration 13Q (45495.120000 sec): 3 clusters
  Score: Raw -198473.780012 + Penalty 2432.602342 = -196041.177670
  nChanged 13
		SP:Iteration 14Q (45495.290000 sec): 3 clusters
  Score: Raw -198479.434901 + Penalty 2432.602342 = -196046.832559
  nChanged 6
		SP:Iteration 15Q (45495.440000 sec): 3 clusters
  Score: Raw -198483.029282 + Penalty 2432.602342 = -196050.426940
  nChanged 10
		SP:Iteration 16Q (45495.590000 sec): 3 clusters
  Score: Raw -198491.547338 + Penalty 2432.602342 = -196058.944996
  nChanged 7
		SP:Iteration 17Q (45495.730000 sec): 3 clusters
  Score: Raw -198495.210240 + Penalty 2432.602342 = -196062.607898
  nChanged 6
		SP:Iteration 18Q (45495.890000 sec): 3 clusters
  Score: Raw -198498.517598 + Penalty 2432.602342 = -196065.915256
  nChanged 4
		SP:Iteration 19Q (45496.050000 sec): 3 clusters
  Score: Raw -198500.527105 + Penalty 2432.602342 = -196067.924763
  nChanged 3
		SP:Iteration 20F (45496.210000 sec): 3 clusters
  Score: Raw -198501.447594 + Penalty 2432.602342 = -196068.845252
  nChanged 3
		SP:Iteration 21Q (45496.370000 sec): 3 clusters
  Score: Raw -198502.573938 + Penalty 2432.602342 = -196069.971596
  nChanged 1
		SP:Iteration 22Q (45496.570000 sec): 3 clusters
  Score: Raw -198503.235163 + Penalty 2432.602342 = -196070.632821
  nChanged 0
		SP:Iteration 23F (45496.720000 sec): 3 clusters
  Score: Raw -198503.235163 + Penalty 2432.602342 = -196070.632821
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 16 (693 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (45496.800000 sec): 2 clusters
  Score: Raw -78531.255924 + Penalty 1062.917375 = -77468.338549
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (45496.960000 sec): 3 clusters
  Score: Raw -78425.090260 + Penalty 2125.834750 = -76299.255510
  nChanged 184
		SP:Iteration 1F (45497.120000 sec): 3 clusters
  Score: Raw -78700.829843 + Penalty 2125.834750 = -76574.995094
  nChanged 63
		SP:Iteration 2F (45497.280000 sec): 3 clusters
  Score: Raw -78810.306012 + Penalty 2125.834750 = -76684.471262
  nChanged 35
		SP:Iteration 3F (45497.440000 sec): 3 clusters
  Score: Raw -78884.126041 + Penalty 2125.834750 = -76758.291291
  nChanged 21
		SP:Iteration 4Q (45497.600000 sec): 3 clusters
  Score: Raw -78922.028849 + Penalty 2125.834750 = -76796.194099
  nChanged 15
		SP:Iteration 5Q (45497.750000 sec): 3 clusters
  Score: Raw -78943.454957 + Penalty 2125.834750 = -76817.620208
  nChanged 7
		SP:Iteration 6Q (45497.900000 sec): 3 clusters
  Score: Raw -78951.207500 + Penalty 2125.834750 = -76825.372751
  nChanged 8
		SP:Iteration 7Q (45498.070000 sec): 3 clusters
  Score: Raw -78961.347332 + Penalty 2125.834750 = -76835.512582
  nChanged 3
		SP:Iteration 8Q (45498.230000 sec): 3 clusters
  Score: Raw -78963.759038 + Penalty 2125.834750 = -76837.924289
  nChanged 0
		SP:Iteration 9F (45498.400000 sec): 3 clusters
  Score: Raw -78963.759038 + Penalty 2125.834750 = -76837.924289
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 17 (318 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (45498.480000 sec): 2 clusters
  Score: Raw -22369.364508 + Penalty 936.333350 = -21433.031159
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (45498.640000 sec): 3 clusters
  Score: Raw -22424.435192 + Penalty 1872.666699 = -20551.768493
  nChanged 68
		SP:Iteration 1F (45498.800000 sec): 3 clusters
  Score: Raw -22634.090507 + Penalty 1872.666699 = -20761.423808
  nChanged 26
		SP:Iteration 2F (45498.970000 sec): 3 clusters
  Score: Raw -22775.346315 + Penalty 1872.666699 = -20902.679616
  nChanged 24
		SP:Iteration 3F (45499.130000 sec): 3 clusters
  Score: Raw -22884.511003 + Penalty 1872.666699 = -21011.844303
  nChanged 8
		SP:Iteration 4Q (45499.290000 sec): 3 clusters
  Score: Raw -22915.169304 + Penalty 1872.666699 = -21042.502605
  nChanged 10
		SP:Iteration 5Q (45499.460000 sec): 3 clusters
  Score: Raw -22993.686690 + Penalty 1872.666699 = -21121.019991
  nChanged 9
		SP:Iteration 6Q (45499.620000 sec): 3 clusters
  Score: Raw -23043.226935 + Penalty 1872.666699 = -21170.560235
  nChanged 6
		SP:Iteration 7Q (45499.780000 sec): 3 clusters
  Score: Raw -23083.972117 + Penalty 1872.666699 = -21211.305418
  nChanged 3
		SP:Iteration 8Q (45499.950000 sec): 3 clusters
  Score: Raw -23102.483686 + Penalty 1872.666699 = -21229.816986
  nChanged 0
		SP:Iteration 9F (45500.110000 sec): 3 clusters
  Score: Raw -23112.509427 + Penalty 1872.666699 = -21239.842728
  nChanged 1
		SP:Iteration 10Q (45500.270000 sec): 3 clusters
  Score: Raw -23130.936997 + Penalty 1872.666699 = -21258.270297
  nChanged 3
		SP:Iteration 11Q (45500.420000 sec): 3 clusters
  Score: Raw -23140.966943 + Penalty 1872.666699 = -21268.300244
  nChanged 4
		SP:Iteration 12Q (45500.590000 sec): 3 clusters
  Score: Raw -23151.076974 + Penalty 1872.666699 = -21278.410274
  nChanged 3
		SP:Iteration 13Q (45500.740000 sec): 3 clusters
  Score: Raw -23175.703637 + Penalty 1872.666699 = -21303.036938
  nChanged 2
		SP:Iteration 14Q (45500.900000 sec): 3 clusters
  Score: Raw -23183.044478 + Penalty 1872.666699 = -21310.377778
  nChanged 0
		SP:Iteration 15F (45501.060000 sec): 3 clusters
  Score: Raw -23183.044478 + Penalty 1872.666699 = -21310.377778
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 18 (2892 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (45501.160000 sec): 2 clusters
  Score: Raw -351723.073365 + Penalty 1295.076832 = -350427.996533
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (45501.310000 sec): 3 clusters
  Score: Raw -350365.454480 + Penalty 2590.153665 = -347775.300816
  nChanged 1110
		SP:Iteration 1F (45501.470000 sec): 3 clusters
  Score: Raw -350990.742330 + Penalty 2590.153665 = -348400.588665
  nChanged 210
		SP:Iteration 2F (45501.630000 sec): 3 clusters
  Score: Raw -351122.276352 + Penalty 2590.153665 = -348532.122688
  nChanged 139
		SP:Iteration 3Q (45501.790000 sec): 3 clusters
  Score: Raw -351201.288840 + Penalty 2590.153665 = -348611.135176
  nChanged 109
		SP:Iteration 4Q (45501.940000 sec): 3 clusters
  Score: Raw -351259.802157 + Penalty 2590.153665 = -348669.648493
  nChanged 80
		SP:Iteration 5Q (45502.100000 sec): 3 clusters
  Score: Raw -351296.151260 + Penalty 2590.153665 = -348705.997595
  nChanged 57
		SP:Iteration 6Q (45502.260000 sec): 3 clusters
  Score: Raw -351322.677236 + Penalty 2590.153665 = -348732.523572
  nChanged 51
		SP:Iteration 7Q (45502.420000 sec): 3 clusters
  Score: Raw -351352.767159 + Penalty 2590.153665 = -348762.613495
  nChanged 55
		SP:Iteration 8Q (45502.580000 sec): 3 clusters
  Score: Raw -351381.785002 + Penalty 2590.153665 = -348791.631337
  nChanged 49
		SP:Iteration 9Q (45502.840000 sec): 3 clusters
  Score: Raw -351413.814737 + Penalty 2590.153665 = -348823.661073
  nChanged 56
		SP:Iteration 10Q (45503.050000 sec): 3 clusters
  Score: Raw -351450.052750 + Penalty 2590.153665 = -348859.899085
  nChanged 60
		SP:Iteration 11Q (45503.210000 sec): 3 clusters
  Score: Raw -351486.430110 + Penalty 2590.153665 = -348896.276445
  nChanged 54
		SP:Iteration 12Q (45503.400000 sec): 3 clusters
  Score: Raw -351540.826516 + Penalty 2590.153665 = -348950.672852
  nChanged 58
		SP:Iteration 13Q (45503.590000 sec): 3 clusters
  Score: Raw -351610.607424 + Penalty 2590.153665 = -349020.453759
  nChanged 62
		SP:Iteration 14Q (45503.740000 sec): 3 clusters
  Score: Raw -351690.469895 + Penalty 2590.153665 = -349100.316230
  nChanged 69
		SP:Iteration 15Q (45503.940000 sec): 3 clusters
  Score: Raw -351779.329542 + Penalty 2590.153665 = -349189.175878
  nChanged 93
		SP:Iteration 16Q (45504.110000 sec): 3 clusters
  Score: Raw -351886.501565 + Penalty 2590.153665 = -349296.347900
  nChanged 103
		SP:Iteration 17Q (45504.320000 sec): 3 clusters
  Score: Raw -351982.406779 + Penalty 2590.153665 = -349392.253115
  nChanged 91
		SP:Iteration 18Q (45504.560000 sec): 3 clusters
  Score: Raw -352056.196950 + Penalty 2590.153665 = -349466.043286
  nChanged 76
		SP:Iteration 19Q (45504.730000 sec): 3 clusters
  Score: Raw -352114.987599 + Penalty 2590.153665 = -349524.833934
  nChanged 71
		SP:Iteration 20F (45504.940000 sec): 3 clusters
  Score: Raw -352176.925825 + Penalty 2590.153665 = -349586.772160
  nChanged 61
		SP:Iteration 21Q (45505.070000 sec): 3 clusters
  Score: Raw -352244.783101 + Penalty 2590.153665 = -349654.629437
  nChanged 63
		SP:Iteration 22Q (45505.220000 sec): 3 clusters
  Score: Raw -352326.577861 + Penalty 2590.153665 = -349736.424196
  nChanged 62
		SP:Iteration 23Q (45505.380000 sec): 3 clusters
  Score: Raw -352404.267567 + Penalty 2590.153665 = -349814.113902
  nChanged 58
		SP:Iteration 24Q (45505.550000 sec): 3 clusters
  Score: Raw -352458.175085 + Penalty 2590.153665 = -349868.021421
  nChanged 38
		SP:Iteration 25Q (45505.660000 sec): 3 clusters
  Score: Raw -352486.462794 + Penalty 2590.153665 = -349896.309129
  nChanged 33
		SP:Iteration 26Q (45505.820000 sec): 3 clusters
  Score: Raw -352509.149653 + Penalty 2590.153665 = -349918.995988
  nChanged 24
		SP:Iteration 27Q (45505.980000 sec): 3 clusters
  Score: Raw -352524.538728 + Penalty 2590.153665 = -349934.385064
  nChanged 15
		SP:Iteration 28Q (45506.090000 sec): 3 clusters
  Score: Raw -352538.093973 + Penalty 2590.153665 = -349947.940308
  nChanged 18
		SP:Iteration 29Q (45506.240000 sec): 3 clusters
  Score: Raw -352551.133487 + Penalty 2590.153665 = -349960.979823
  nChanged 20
		SP:Iteration 30Q (45506.410000 sec): 3 clusters
  Score: Raw -352569.438714 + Penalty 2590.153665 = -349979.285050
  nChanged 15
		SP:Iteration 31Q (45506.520000 sec): 3 clusters
  Score: Raw -352580.440520 + Penalty 2590.153665 = -349990.286856
  nChanged 19
		SP:Iteration 32Q (45506.660000 sec): 3 clusters
  Score: Raw -352597.999622 + Penalty 2590.153665 = -350007.845958
  nChanged 13
		SP:Iteration 33Q (45506.800000 sec): 3 clusters
  Score: Raw -352611.305967 + Penalty 2590.153665 = -350021.152303
  nChanged 13
		SP:Iteration 34Q (45506.940000 sec): 3 clusters
  Score: Raw -352620.129339 + Penalty 2590.153665 = -350029.975675
  nChanged 15
		SP:Iteration 35Q (45507.080000 sec): 3 clusters
  Score: Raw -352627.954114 + Penalty 2590.153665 = -350037.800450
  nChanged 6
		SP:Iteration 36Q (45507.230000 sec): 3 clusters
  Score: Raw -352631.176263 + Penalty 2590.153665 = -350041.022598
  nChanged 5
		SP:Iteration 37Q (45507.430000 sec): 3 clusters
  Score: Raw -352634.407441 + Penalty 2590.153665 = -350044.253776
  nChanged 5
		SP:Iteration 38Q (45507.640000 sec): 3 clusters
  Score: Raw -352637.728816 + Penalty 2590.153665 = -350047.575151
  nChanged 5
		SP:Iteration 39Q (45507.800000 sec): 3 clusters
  Score: Raw -352639.989314 + Penalty 2590.153665 = -350049.835650
  nChanged 3
		SP:Iteration 40F (45508.000000 sec): 3 clusters
  Score: Raw -352645.648492 + Penalty 2590.153665 = -350055.494827
  nChanged 6
		SP:Iteration 41Q (45508.140000 sec): 3 clusters
  Score: Raw -352652.926574 + Penalty 2590.153665 = -350062.772910
  nChanged 7
		SP:Iteration 42Q (45508.280000 sec): 3 clusters
  Score: Raw -352655.303762 + Penalty 2590.153665 = -350065.150098
  nChanged 2
		SP:Iteration 43Q (45508.420000 sec): 3 clusters
  Score: Raw -352656.544995 + Penalty 2590.153665 = -350066.391331
  nChanged 5
		SP:Iteration 44Q (45508.560000 sec): 3 clusters
  Score: Raw -352658.196673 + Penalty 2590.153665 = -350068.043008
  nChanged 3
		SP:Iteration 45Q (45508.810000 sec): 3 clusters
  Score: Raw -352659.833792 + Penalty 2590.153665 = -350069.680127
  nChanged 2
		SP:Iteration 46Q (45508.940000 sec): 3 clusters
  Score: Raw -352660.408312 + Penalty 2590.153665 = -350070.254647
  nChanged 1
		SP:Iteration 47Q (45509.110000 sec): 3 clusters
  Score: Raw -352660.862304 + Penalty 2590.153665 = -350070.708640
  nChanged 0
		SP:Iteration 48F (45509.310000 sec): 3 clusters
  Score: Raw -352660.862304 + Penalty 2590.153665 = -350070.708640
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 19 (1949 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (45509.420000 sec): 2 clusters
  Score: Raw -240677.027839 + Penalty 1230.949151 = -239446.078688
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (45509.620000 sec): 3 clusters
  Score: Raw -239842.858524 + Penalty 2461.898302 = -237380.960221
  nChanged 668
		SP:Iteration 1F (45509.780000 sec): 3 clusters
  Score: Raw -240230.344136 + Penalty 2461.898302 = -237768.445834
  nChanged 155
		SP:Iteration 2F (45509.940000 sec): 3 clusters
  Score: Raw -240338.063279 + Penalty 2461.898302 = -237876.164977
  nChanged 111
		SP:Iteration 3F (45510.110000 sec): 3 clusters
  Score: Raw -240411.731317 + Penalty 2461.898302 = -237949.833015
  nChanged 75
		SP:Iteration 4Q (45510.240000 sec): 3 clusters
  Score: Raw -240459.446312 + Penalty 2461.898302 = -237997.548010
  nChanged 56
		SP:Iteration 5Q (45510.370000 sec): 3 clusters
  Score: Raw -240491.652150 + Penalty 2461.898302 = -238029.753848
  nChanged 45
		SP:Iteration 6Q (45510.480000 sec): 3 clusters
  Score: Raw -240511.508736 + Penalty 2461.898302 = -238049.610433
  nChanged 30
		SP:Iteration 7Q (45510.680000 sec): 3 clusters
  Score: Raw -240527.721872 + Penalty 2461.898302 = -238065.823570
  nChanged 19
		SP:Iteration 8Q (45510.870000 sec): 3 clusters
  Score: Raw -240539.842073 + Penalty 2461.898302 = -238077.943771
  nChanged 21
		SP:Iteration 9Q (45511.010000 sec): 3 clusters
  Score: Raw -240549.452471 + Penalty 2461.898302 = -238087.554169
  nChanged 17
		SP:Iteration 10Q (45511.180000 sec): 3 clusters
  Score: Raw -240558.463020 + Penalty 2461.898302 = -238096.564718
  nChanged 14
		SP:Iteration 11Q (45511.350000 sec): 3 clusters
  Score: Raw -240564.491845 + Penalty 2461.898302 = -238102.593543
  nChanged 15
		SP:Iteration 12Q (45511.530000 sec): 3 clusters
  Score: Raw -240572.564683 + Penalty 2461.898302 = -238110.666381
  nChanged 17
		SP:Iteration 13Q (45511.680000 sec): 3 clusters
  Score: Raw -240578.097084 + Penalty 2461.898302 = -238116.198781
  nChanged 10
		SP:Iteration 14Q (45511.860000 sec): 3 clusters
  Score: Raw -240583.207827 + Penalty 2461.898302 = -238121.309524
  nChanged 7
		SP:Iteration 15Q (45511.990000 sec): 3 clusters
  Score: Raw -240585.579103 + Penalty 2461.898302 = -238123.680801
  nChanged 3
		SP:Iteration 16Q (45512.160000 sec): 3 clusters
  Score: Raw -240586.361950 + Penalty 2461.898302 = -238124.463648
  nChanged 2
		SP:Iteration 17Q (45512.300000 sec): 3 clusters
  Score: Raw -240586.710098 + Penalty 2461.898302 = -238124.811796
  nChanged 0
		SP:Iteration 18F (45512.440000 sec): 3 clusters
  Score: Raw -240586.710098 + Penalty 2461.898302 = -238124.811796
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 20 (186304 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (45513.530000 sec): 2 clusters
  Score: Raw -22426885.611691 + Penalty 1971.959442 = -22424913.652249
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (45514.940000 sec): 3 clusters
  Score: Raw -22303729.096961 + Penalty 3943.918884 = -22299785.178078
  nChanged 90207
		SP:Iteration 1F (45516.200000 sec): 3 clusters
  Score: Raw -22356930.588415 + Penalty 3943.918884 = -22352986.669531
  nChanged 4373
		SP:Iteration 2Q (45517.550000 sec): 3 clusters
  Score: Raw -22357622.691648 + Penalty 3943.918884 = -22353678.772764
  nChanged 4366
		SP:Iteration 3Q (45518.870000 sec): 3 clusters
  Score: Raw -22358361.375272 + Penalty 3943.918884 = -22354417.456388
  nChanged 4544
		SP:Iteration 4Q (45520.150000 sec): 3 clusters
  Score: Raw -22359206.603986 + Penalty 3943.918884 = -22355262.685102
  nChanged 4801
		SP:Iteration 5Q (45521.420000 sec): 3 clusters
  Score: Raw -22360164.597845 + Penalty 3943.918884 = -22356220.678961
  nChanged 5043
		SP:Iteration 6Q (45522.730000 sec): 3 clusters
  Score: Raw -22361211.838407 + Penalty 3943.918884 = -22357267.919523
  nChanged 5132
		SP:Iteration 7Q (45524.090000 sec): 3 clusters
  Score: Raw -22362353.183940 + Penalty 3943.918884 = -22358409.265057
  nChanged 5649
		SP:Iteration 8Q (45525.400000 sec): 3 clusters
  Score: Raw -22363806.680859 + Penalty 3943.918884 = -22359862.761975
  nChanged 6272
		SP:Iteration 9Q (45526.800000 sec): 3 clusters
  Score: Raw -22365712.782915 + Penalty 3943.918884 = -22361768.864031
  nChanged 7092
		SP:Iteration 10Q (45528.140000 sec): 3 clusters
  Score: Raw -22368312.566915 + Penalty 3943.918884 = -22364368.648031
  nChanged 8148
		SP:Iteration 11Q (45529.340000 sec): 3 clusters
  Score: Raw -22372013.503036 + Penalty 3943.918884 = -22368069.584152
  nChanged 9275
		SP:Iteration 12Q (45530.540000 sec): 3 clusters
  Score: Raw -22377350.771982 + Penalty 3943.918884 = -22373406.853098
  nChanged 10353
		SP:Iteration 13F (45531.750000 sec): 3 clusters
  Score: Raw -22384113.914531 + Penalty 3943.918884 = -22380169.995647
  nChanged 10002
		SP:Iteration 14F (45533.290000 sec): 3 clusters
  Score: Raw -22389991.393519 + Penalty 3943.918884 = -22386047.474635
  nChanged 7899
		SP:Iteration 15Q (45534.880000 sec): 3 clusters
  Score: Raw -22393178.448362 + Penalty 3943.918884 = -22389234.529478
  nChanged 5089
		SP:Iteration 16Q (45536.180000 sec): 3 clusters
  Score: Raw -22394396.007313 + Penalty 3943.918884 = -22390452.088429
  nChanged 2994
		SP:Iteration 17Q (45537.490000 sec): 3 clusters
  Score: Raw -22394904.783916 + Penalty 3943.918884 = -22390960.865032
  nChanged 2128
		SP:Iteration 18Q (45538.740000 sec): 3 clusters
  Score: Raw -22395265.467942 + Penalty 3943.918884 = -22391321.549058
  nChanged 2119
		SP:Iteration 19Q (45539.920000 sec): 3 clusters
  Score: Raw -22395657.179056 + Penalty 3943.918884 = -22391713.260172
  nChanged 2346
		SP:Iteration 20F (45541.160000 sec): 3 clusters
  Score: Raw -22396114.181551 + Penalty 3943.918884 = -22392170.262667
  nChanged 2457
		SP:Iteration 21Q (45542.510000 sec): 3 clusters
  Score: Raw -22396609.818554 + Penalty 3943.918884 = -22392665.899670
  nChanged 2617
		SP:Iteration 22Q (45543.770000 sec): 3 clusters
  Score: Raw -22397163.719490 + Penalty 3943.918884 = -22393219.800606
  nChanged 2843
		SP:Iteration 23Q (45544.990000 sec): 3 clusters
  Score: Raw -22397816.099690 + Penalty 3943.918884 = -22393872.180806
  nChanged 3048
		SP:Iteration 24Q (45546.240000 sec): 3 clusters
  Score: Raw -22398570.322909 + Penalty 3943.918884 = -22394626.404025
  nChanged 3312
		SP:Iteration 25Q (45547.500000 sec): 3 clusters
  Score: Raw -22399470.450642 + Penalty 3943.918884 = -22395526.531759
  nChanged 3556
		SP:Iteration 26Q (45548.810000 sec): 3 clusters
  Score: Raw -22400533.393458 + Penalty 3943.918884 = -22396589.474575
  nChanged 3799
		SP:Iteration 27Q (45550.090000 sec): 3 clusters
  Score: Raw -22401761.390346 + Penalty 3943.918884 = -22397817.471462
  nChanged 3991
		SP:Iteration 28Q (45551.360000 sec): 3 clusters
  Score: Raw -22403155.351047 + Penalty 3943.918884 = -22399211.432163
  nChanged 4199
		SP:Iteration 29Q (45552.620000 sec): 3 clusters
  Score: Raw -22404759.317462 + Penalty 3943.918884 = -22400815.398578
  nChanged 4281
		SP:Iteration 30Q (45553.900000 sec): 3 clusters
  Score: Raw -22406517.345574 + Penalty 3943.918884 = -22402573.426690
  nChanged 4301
		SP:Iteration 31Q (45555.190000 sec): 3 clusters
  Score: Raw -22408421.862833 + Penalty 3943.918884 = -22404477.943949
  nChanged 4387
		SP:Iteration 32Q (45556.310000 sec): 3 clusters
  Score: Raw -22410545.254505 + Penalty 3943.918884 = -22406601.335621
  nChanged 4267
		SP:Iteration 33Q (45557.630000 sec): 3 clusters
  Score: Raw -22412762.962823 + Penalty 3943.918884 = -22408819.043939
  nChanged 4154
		SP:Iteration 34Q (45558.880000 sec): 3 clusters
  Score: Raw -22415060.195111 + Penalty 3943.918884 = -22411116.276228
  nChanged 3771
		SP:Iteration 35Q (45560.040000 sec): 3 clusters
  Score: Raw -22417292.420215 + Penalty 3943.918884 = -22413348.501331
  nChanged 3469
		SP:Iteration 36Q (45561.220000 sec): 3 clusters
  Score: Raw -22419506.547016 + Penalty 3943.918884 = -22415562.628132
  nChanged 3032
		SP:Iteration 37Q (45562.750000 sec): 3 clusters
  Score: Raw -22421522.559724 + Penalty 3943.918884 = -22417578.640841
  nChanged 2393
		SP:Iteration 38Q (45564.210000 sec): 3 clusters
  Score: Raw -22423100.671034 + Penalty 3943.918884 = -22419156.752150
  nChanged 1768
		SP:Iteration 39Q (45565.630000 sec): 3 clusters
  Score: Raw -22424200.128609 + Penalty 3943.918884 = -22420256.209725
  nChanged 1077
		SP:Iteration 40F (45566.840000 sec): 3 clusters
  Score: Raw -22425087.520112 + Penalty 3943.918884 = -22421143.601228
  nChanged 1167
		SP:Iteration 41Q (45567.940000 sec): 3 clusters
  Score: Raw -22425894.831216 + Penalty 3943.918884 = -22421950.912332
  nChanged 780
		SP:Iteration 42Q (45569.060000 sec): 3 clusters
  Score: Raw -22426416.964846 + Penalty 3943.918884 = -22422473.045963
  nChanged 494
		SP:Iteration 43Q (45570.090000 sec): 3 clusters
  Score: Raw -22426732.792975 + Penalty 3943.918884 = -22422788.874091
  nChanged 294
		SP:Iteration 44Q (45571.080000 sec): 3 clusters
  Score: Raw -22426898.858341 + Penalty 3943.918884 = -22422954.939457
  nChanged 185
		SP:Iteration 45Q (45572.080000 sec): 3 clusters
  Score: Raw -22426988.505052 + Penalty 3943.918884 = -22423044.586169
  nChanged 116
		SP:Iteration 46Q (45573.140000 sec): 3 clusters
  Score: Raw -22427044.552781 + Penalty 3943.918884 = -22423100.633897
  nChanged 74
		SP:Iteration 47Q (45574.200000 sec): 3 clusters
  Score: Raw -22427088.067234 + Penalty 3943.918884 = -22423144.148350
  nChanged 75
		SP:Iteration 48Q (45575.230000 sec): 3 clusters
  Score: Raw -22427125.951304 + Penalty 3943.918884 = -22423182.032420
  nChanged 50
		SP:Iteration 49Q (45576.310000 sec): 3 clusters
  Score: Raw -22427154.885416 + Penalty 3943.918884 = -22423210.966532
  nChanged 47
		SP:Iteration 50Q (45577.340000 sec): 3 clusters
  Score: Raw -22427178.418189 + Penalty 3943.918884 = -22423234.499305
  nChanged 33
		SP:Iteration 51Q (45578.440000 sec): 3 clusters
  Score: Raw -22427192.933905 + Penalty 3943.918884 = -22423249.015021
  nChanged 15
		SP:Iteration 52Q (45579.500000 sec): 3 clusters
  Score: Raw -22427199.357212 + Penalty 3943.918884 = -22423255.438328
  nChanged 15
		SP:Iteration 53Q (45580.560000 sec): 3 clusters
  Score: Raw -22427203.846213 + Penalty 3943.918884 = -22423259.927329
  nChanged 8
		SP:Iteration 54Q (45581.560000 sec): 3 clusters
  Score: Raw -22427206.793253 + Penalty 3943.918884 = -22423262.874369
  nChanged 5
		SP:Iteration 55Q (45582.600000 sec): 3 clusters
  Score: Raw -22427208.799322 + Penalty 3943.918884 = -22423264.880438
  nChanged 4
		SP:Iteration 56Q (45583.580000 sec): 3 clusters
  Score: Raw -22427210.056549 + Penalty 3943.918884 = -22423266.137665
  nChanged 1
		SP:Iteration 57Q (45584.650000 sec): 3 clusters
  Score: Raw -22427210.372169 + Penalty 3943.918884 = -22423266.453285
  nChanged 2
		SP:Iteration 58Q (45585.620000 sec): 3 clusters
  Score: Raw -22427211.186285 + Penalty 3943.918884 = -22423267.267401
  nChanged 3
		SP:Iteration 59Q (45586.540000 sec): 3 clusters
  Score: Raw -22427211.980694 + Penalty 3943.918884 = -22423268.061810
  nChanged 4
		SP:Iteration 60F (45587.600000 sec): 3 clusters
  Score: Raw -22427213.100915 + Penalty 3943.918884 = -22423269.182032
  nChanged 2
		SP:Iteration 61Q (45588.660000 sec): 3 clusters
  Score: Raw -22427214.269716 + Penalty 3943.918884 = -22423270.350833
  nChanged 2
		SP:Iteration 62Q (45589.650000 sec): 3 clusters
  Score: Raw -22427214.986256 + Penalty 3943.918884 = -22423271.067372
  nChanged 3
		SP:Iteration 63Q (45590.660000 sec): 3 clusters
  Score: Raw -22427216.421059 + Penalty 3943.918884 = -22423272.502175
  nChanged 3
		SP:Iteration 64Q (45591.590000 sec): 3 clusters
  Score: Raw -22427217.303450 + Penalty 3943.918884 = -22423273.384566
  nChanged 1
		SP:Iteration 65Q (45592.540000 sec): 3 clusters
  Score: Raw -22427217.458009 + Penalty 3943.918884 = -22423273.539125
  nChanged 0
		SP:Iteration 66F (45593.580000 sec): 3 clusters
  Score: Raw -22427217.458009 + Penalty 3943.918884 = -22423273.539125
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 21 (143 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (45593.710000 sec): 2 clusters
  Score: Raw -11933.834015 + Penalty 806.462252 = -11127.371762
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (45593.910000 sec): 3 clusters
  Score: Raw -12157.910275 + Penalty 1612.924505 = -10544.985771
  nChanged 19
		SP:Iteration 1F (45594.100000 sec): 3 clusters
  Score: Raw -12216.687698 + Penalty 1612.924505 = -10603.763193
  nChanged 7
		SP:Iteration 2Q (45594.270000 sec): 3 clusters
  Score: Raw -12260.208739 + Penalty 1612.924505 = -10647.284235
  nChanged 3
		SP:Iteration 3Q (45594.390000 sec): 3 clusters
  Score: Raw -12272.098546 + Penalty 1612.924505 = -10659.174041
  nChanged 2
		SP:Iteration 4Q (45594.550000 sec): 3 clusters
  Score: Raw -12282.114081 + Penalty 1612.924505 = -10669.189577
  nChanged 0
		SP:Iteration 5F (45594.710000 sec): 3 clusters
  Score: Raw -12282.114081 + Penalty 1612.924505 = -10669.189577
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 22 (16997 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (45594.890000 sec): 2 clusters
  Score: Raw -1991534.263463 + Penalty 1582.878722 = -1989951.384741
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (45595.150000 sec): 3 clusters
  Score: Raw -1981484.919280 + Penalty 3165.757444 = -1978319.161835
  nChanged 7585
		SP:Iteration 1F (45595.350000 sec): 3 clusters
  Score: Raw -1985657.363867 + Penalty 3165.757444 = -1982491.606423
  nChanged 1000
		SP:Iteration 2F (45595.640000 sec): 3 clusters
  Score: Raw -1986079.415766 + Penalty 3165.757444 = -1982913.658322
  nChanged 908
		SP:Iteration 3F (45595.950000 sec): 3 clusters
  Score: Raw -1986481.042497 + Penalty 3165.757444 = -1983315.285053
  nChanged 923
		SP:Iteration 4F (45596.230000 sec): 3 clusters
  Score: Raw -1986954.575133 + Penalty 3165.757444 = -1983788.817689
  nChanged 1028
		SP:Iteration 5F (45596.460000 sec): 3 clusters
  Score: Raw -1987605.112005 + Penalty 3165.757444 = -1984439.354561
  nChanged 1159
		SP:Iteration 6F (45596.710000 sec): 3 clusters
  Score: Raw -1988453.107310 + Penalty 3165.757444 = -1985287.349865
  nChanged 1142
		SP:Iteration 7F (45597.030000 sec): 3 clusters
  Score: Raw -1989401.637211 + Penalty 3165.757444 = -1986235.879766
  nChanged 991
		SP:Iteration 8F (45597.240000 sec): 3 clusters
  Score: Raw -1990269.470444 + Penalty 3165.757444 = -1987103.712999
  nChanged 715
		SP:Iteration 9Q (45597.550000 sec): 3 clusters
  Score: Raw -1990983.908081 + Penalty 3165.757444 = -1987818.150636
  nChanged 457
		SP:Iteration 10Q (45597.810000 sec): 3 clusters
  Score: Raw -1991444.828295 + Penalty 3165.757444 = -1988279.070850
  nChanged 260
		SP:Iteration 11Q (45598.020000 sec): 3 clusters
  Score: Raw -1991660.548777 + Penalty 3165.757444 = -1988494.791333
  nChanged 140
		SP:Iteration 12Q (45598.240000 sec): 3 clusters
  Score: Raw -1991748.702142 + Penalty 3165.757444 = -1988582.944697
  nChanged 114
		SP:Iteration 13Q (45598.520000 sec): 3 clusters
  Score: Raw -1991822.273345 + Penalty 3165.757444 = -1988656.515900
  nChanged 70
		SP:Iteration 14Q (45598.780000 sec): 3 clusters
  Score: Raw -1991865.690793 + Penalty 3165.757444 = -1988699.933349
  nChanged 57
		SP:Iteration 15Q (45599.030000 sec): 3 clusters
  Score: Raw -1991899.125313 + Penalty 3165.757444 = -1988733.367869
  nChanged 44
		SP:Iteration 16Q (45599.320000 sec): 3 clusters
  Score: Raw -1991922.307597 + Penalty 3165.757444 = -1988756.550152
  nChanged 37
		SP:Iteration 17Q (45599.590000 sec): 3 clusters
  Score: Raw -1991940.618767 + Penalty 3165.757444 = -1988774.861323
  nChanged 35
		SP:Iteration 18Q (45599.850000 sec): 3 clusters
  Score: Raw -1991958.744613 + Penalty 3165.757444 = -1988792.987168
  nChanged 30
		SP:Iteration 19Q (45600.110000 sec): 3 clusters
  Score: Raw -1991974.926001 + Penalty 3165.757444 = -1988809.168556
  nChanged 26
		SP:Iteration 20F (45600.370000 sec): 3 clusters
  Score: Raw -1991989.200916 + Penalty 3165.757444 = -1988823.443472
  nChanged 21
		SP:Iteration 21Q (45600.550000 sec): 3 clusters
  Score: Raw -1991998.405727 + Penalty 3165.757444 = -1988832.648283
  nChanged 13
		SP:Iteration 22Q (45600.790000 sec): 3 clusters
  Score: Raw -1992003.336839 + Penalty 3165.757444 = -1988837.579395
  nChanged 13
		SP:Iteration 23Q (45601.060000 sec): 3 clusters
  Score: Raw -1992008.664777 + Penalty 3165.757444 = -1988842.907333
  nChanged 7
		SP:Iteration 24Q (45601.270000 sec): 3 clusters
  Score: Raw -1992011.692927 + Penalty 3165.757444 = -1988845.935482
  nChanged 5
		SP:Iteration 25Q (45601.530000 sec): 3 clusters
  Score: Raw -1992012.841666 + Penalty 3165.757444 = -1988847.084222
  nChanged 2
		SP:Iteration 26Q (45601.740000 sec): 3 clusters
  Score: Raw -1992013.313079 + Penalty 3165.757444 = -1988847.555635
  nChanged 4
		SP:Iteration 27Q (45601.960000 sec): 3 clusters
  Score: Raw -1992014.628173 + Penalty 3165.757444 = -1988848.870729
  nChanged 1
		SP:Iteration 28Q (45602.220000 sec): 3 clusters
  Score: Raw -1992014.858533 + Penalty 3165.757444 = -1988849.101089
  nChanged 0
		SP:Iteration 29F (45602.510000 sec): 3 clusters
  Score: Raw -1992014.858533 + Penalty 3165.757444 = -1988849.101089
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 23 (3986 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (45602.560000 sec): 2 clusters
  Score: Raw -489376.788793 + Penalty 1347.213319 = -488029.575474
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (45602.760000 sec): 3 clusters
  Score: Raw -487432.496240 + Penalty 2694.426638 = -484738.069603
  nChanged 1540
		SP:Iteration 1F (45602.950000 sec): 3 clusters
  Score: Raw -488321.292086 + Penalty 2694.426638 = -485626.865448
  nChanged 277
		SP:Iteration 2F (45603.100000 sec): 3 clusters
  Score: Raw -488485.165847 + Penalty 2694.426638 = -485790.739209
  nChanged 202
		SP:Iteration 3F (45603.290000 sec): 3 clusters
  Score: Raw -488605.505559 + Penalty 2694.426638 = -485911.078921
  nChanged 186
		SP:Iteration 4Q (45603.480000 sec): 3 clusters
  Score: Raw -488712.374678 + Penalty 2694.426638 = -486017.948040
  nChanged 155
		SP:Iteration 5Q (45603.650000 sec): 3 clusters
  Score: Raw -488793.323653 + Penalty 2694.426638 = -486098.897015
  nChanged 116
		SP:Iteration 6Q (45603.810000 sec): 3 clusters
  Score: Raw -488853.455874 + Penalty 2694.426638 = -486159.029236
  nChanged 113
		SP:Iteration 7Q (45603.980000 sec): 3 clusters
  Score: Raw -488906.517585 + Penalty 2694.426638 = -486212.090947
  nChanged 85
		SP:Iteration 8Q (45604.150000 sec): 3 clusters
  Score: Raw -488950.066160 + Penalty 2694.426638 = -486255.639522
  nChanged 77
		SP:Iteration 9Q (45604.320000 sec): 3 clusters
  Score: Raw -488986.523440 + Penalty 2694.426638 = -486292.096802
  nChanged 74
		SP:Iteration 10Q (45604.490000 sec): 3 clusters
  Score: Raw -489022.925482 + Penalty 2694.426638 = -486328.498845
  nChanged 69
		SP:Iteration 11Q (45604.650000 sec): 3 clusters
  Score: Raw -489056.185225 + Penalty 2694.426638 = -486361.758587
  nChanged 72
		SP:Iteration 12Q (45604.820000 sec): 3 clusters
  Score: Raw -489090.629760 + Penalty 2694.426638 = -486396.203122
  nChanged 57
		SP:Iteration 13Q (45604.990000 sec): 3 clusters
  Score: Raw -489119.194751 + Penalty 2694.426638 = -486424.768113
  nChanged 47
		SP:Iteration 14Q (45605.140000 sec): 3 clusters
  Score: Raw -489143.354838 + Penalty 2694.426638 = -486448.928200
  nChanged 50
		SP:Iteration 15Q (45605.290000 sec): 3 clusters
  Score: Raw -489169.570198 + Penalty 2694.426638 = -486475.143560
  nChanged 47
		SP:Iteration 16Q (45605.470000 sec): 3 clusters
  Score: Raw -489197.840373 + Penalty 2694.426638 = -486503.413736
  nChanged 44
		SP:Iteration 17Q (45605.620000 sec): 3 clusters
  Score: Raw -489219.354296 + Penalty 2694.426638 = -486524.927658
  nChanged 43
		SP:Iteration 18Q (45605.820000 sec): 3 clusters
  Score: Raw -489239.480660 + Penalty 2694.426638 = -486545.054022
  nChanged 47
		SP:Iteration 19Q (45605.990000 sec): 3 clusters
  Score: Raw -489261.818995 + Penalty 2694.426638 = -486567.392357
  nChanged 41
		SP:Iteration 20F (45606.160000 sec): 3 clusters
  Score: Raw -489283.678905 + Penalty 2694.426638 = -486589.252267
  nChanged 43
		SP:Iteration 21Q (45606.330000 sec): 3 clusters
  Score: Raw -489312.463434 + Penalty 2694.426638 = -486618.036796
  nChanged 49
		SP:Iteration 22Q (45606.500000 sec): 3 clusters
  Score: Raw -489337.112718 + Penalty 2694.426638 = -486642.686081
  nChanged 58
		SP:Iteration 23Q (45606.670000 sec): 3 clusters
  Score: Raw -489365.803947 + Penalty 2694.426638 = -486671.377309
  nChanged 41
		SP:Iteration 24Q (45606.830000 sec): 3 clusters
  Score: Raw -489387.832090 + Penalty 2694.426638 = -486693.405452
  nChanged 33
		SP:Iteration 25Q (45607.010000 sec): 3 clusters
  Score: Raw -489407.948486 + Penalty 2694.426638 = -486713.521848
  nChanged 33
		SP:Iteration 26Q (45607.240000 sec): 3 clusters
  Score: Raw -489425.160885 + Penalty 2694.426638 = -486730.734247
  nChanged 28
		SP:Iteration 27Q (45607.430000 sec): 3 clusters
  Score: Raw -489438.949594 + Penalty 2694.426638 = -486744.522957
  nChanged 21
		SP:Iteration 28Q (45607.590000 sec): 3 clusters
  Score: Raw -489447.033006 + Penalty 2694.426638 = -486752.606368
  nChanged 12
		SP:Iteration 29Q (45607.750000 sec): 3 clusters
  Score: Raw -489450.158466 + Penalty 2694.426638 = -486755.731829
  nChanged 10
		SP:Iteration 30Q (45607.920000 sec): 3 clusters
  Score: Raw -489452.483530 + Penalty 2694.426638 = -486758.056893
  nChanged 10
		SP:Iteration 31Q (45608.080000 sec): 3 clusters
  Score: Raw -489456.117410 + Penalty 2694.426638 = -486761.690773
  nChanged 14
		SP:Iteration 32Q (45608.250000 sec): 3 clusters
  Score: Raw -489462.219336 + Penalty 2694.426638 = -486767.792698
  nChanged 11
		SP:Iteration 33Q (45608.410000 sec): 3 clusters
  Score: Raw -489468.020384 + Penalty 2694.426638 = -486773.593746
  nChanged 14
		SP:Iteration 34Q (45608.570000 sec): 3 clusters
  Score: Raw -489475.068585 + Penalty 2694.426638 = -486780.641947
  nChanged 12
		SP:Iteration 35Q (45608.750000 sec): 3 clusters
  Score: Raw -489480.307046 + Penalty 2694.426638 = -486785.880408
  nChanged 3
		SP:Iteration 36Q (45608.890000 sec): 3 clusters
  Score: Raw -489481.337600 + Penalty 2694.426638 = -486786.910962
  nChanged 3
		SP:Iteration 37Q (45609.050000 sec): 3 clusters
  Score: Raw -489482.073929 + Penalty 2694.426638 = -486787.647291
  nChanged 1
		SP:Iteration 38Q (45609.210000 sec): 3 clusters
  Score: Raw -489482.223021 + Penalty 2694.426638 = -486787.796383
  nChanged 0
		SP:Iteration 39F (45609.370000 sec): 3 clusters
  Score: Raw -489482.223021 + Penalty 2694.426638 = -486787.796383
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 24 (2529 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (45609.430000 sec): 2 clusters
  Score: Raw -310854.145973 + Penalty 1273.281628 = -309580.864346
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (45609.590000 sec): 3 clusters
  Score: Raw -309723.251203 + Penalty 2546.563255 = -307176.687948
  nChanged 953
		SP:Iteration 1F (45609.750000 sec): 3 clusters
  Score: Raw -310292.485153 + Penalty 2546.563255 = -307745.921897
  nChanged 190
		SP:Iteration 2F (45609.910000 sec): 3 clusters
  Score: Raw -310420.895695 + Penalty 2546.563255 = -307874.332440
  nChanged 110
		SP:Iteration 3Q (45610.080000 sec): 3 clusters
  Score: Raw -310488.680936 + Penalty 2546.563255 = -307942.117681
  nChanged 79
		SP:Iteration 4Q (45610.210000 sec): 3 clusters
  Score: Raw -310537.043556 + Penalty 2546.563255 = -307990.480301
  nChanged 57
		SP:Iteration 5Q (45610.370000 sec): 3 clusters
  Score: Raw -310569.723201 + Penalty 2546.563255 = -308023.159946
  nChanged 53
		SP:Iteration 6Q (45610.530000 sec): 3 clusters
  Score: Raw -310602.402999 + Penalty 2546.563255 = -308055.839744
  nChanged 58
		SP:Iteration 7Q (45610.680000 sec): 3 clusters
  Score: Raw -310640.832722 + Penalty 2546.563255 = -308094.269467
  nChanged 45
		SP:Iteration 8Q (45610.830000 sec): 3 clusters
  Score: Raw -310666.406909 + Penalty 2546.563255 = -308119.843654
  nChanged 37
		SP:Iteration 9Q (45610.980000 sec): 3 clusters
  Score: Raw -310688.026615 + Penalty 2546.563255 = -308141.463360
  nChanged 41
		SP:Iteration 10Q (45611.120000 sec): 3 clusters
  Score: Raw -310708.159290 + Penalty 2546.563255 = -308161.596035
  nChanged 41
		SP:Iteration 11Q (45611.270000 sec): 3 clusters
  Score: Raw -310730.197277 + Penalty 2546.563255 = -308183.634022
  nChanged 32
		SP:Iteration 12Q (45611.420000 sec): 3 clusters
  Score: Raw -310747.881624 + Penalty 2546.563255 = -308201.318369
  nChanged 23
		SP:Iteration 13Q (45611.570000 sec): 3 clusters
  Score: Raw -310759.443754 + Penalty 2546.563255 = -308212.880499
  nChanged 16
		SP:Iteration 14Q (45611.710000 sec): 3 clusters
  Score: Raw -310764.490293 + Penalty 2546.563255 = -308217.927038
  nChanged 15
		SP:Iteration 15Q (45611.890000 sec): 3 clusters
  Score: Raw -310770.998023 + Penalty 2546.563255 = -308224.434768
  nChanged 19
		SP:Iteration 16Q (45612.070000 sec): 3 clusters
  Score: Raw -310778.686253 + Penalty 2546.563255 = -308232.122998
  nChanged 22
		SP:Iteration 17Q (45612.190000 sec): 3 clusters
  Score: Raw -310788.906377 + Penalty 2546.563255 = -308242.343122
  nChanged 24
		SP:Iteration 18Q (45612.320000 sec): 3 clusters
  Score: Raw -310799.186827 + Penalty 2546.563255 = -308252.623572
  nChanged 23
		SP:Iteration 19Q (45612.440000 sec): 3 clusters
  Score: Raw -310812.196208 + Penalty 2546.563255 = -308265.632953
  nChanged 27
		SP:Iteration 20F (45612.550000 sec): 3 clusters
  Score: Raw -310829.582655 + Penalty 2546.563255 = -308283.019400
  nChanged 25
		SP:Iteration 21Q (45612.670000 sec): 3 clusters
  Score: Raw -310842.573144 + Penalty 2546.563255 = -308296.009889
  nChanged 26
		SP:Iteration 22Q (45612.790000 sec): 3 clusters
  Score: Raw -310859.599792 + Penalty 2546.563255 = -308313.036537
  nChanged 25
		SP:Iteration 23Q (45612.910000 sec): 3 clusters
  Score: Raw -310875.079248 + Penalty 2546.563255 = -308328.515993
  nChanged 28
		SP:Iteration 24Q (45613.030000 sec): 3 clusters
  Score: Raw -310895.147070 + Penalty 2546.563255 = -308348.583815
  nChanged 30
		SP:Iteration 25Q (45613.150000 sec): 3 clusters
  Score: Raw -310911.644791 + Penalty 2546.563255 = -308365.081536
  nChanged 16
		SP:Iteration 26Q (45613.280000 sec): 3 clusters
  Score: Raw -310920.882208 + Penalty 2546.563255 = -308374.318953
  nChanged 7
		SP:Iteration 27Q (45613.410000 sec): 3 clusters
  Score: Raw -310926.451782 + Penalty 2546.563255 = -308379.888527
  nChanged 6
		SP:Iteration 28Q (45613.530000 sec): 3 clusters
  Score: Raw -310928.704715 + Penalty 2546.563255 = -308382.141460
  nChanged 2
		SP:Iteration 29Q (45613.660000 sec): 3 clusters
  Score: Raw -310929.726923 + Penalty 2546.563255 = -308383.163668
  nChanged 3
		SP:Iteration 30Q (45613.790000 sec): 3 clusters
  Score: Raw -310930.492483 + Penalty 2546.563255 = -308383.929228
  nChanged 1
		SP:Iteration 31Q (45613.920000 sec): 3 clusters
  Score: Raw -310931.027226 + Penalty 2546.563255 = -308384.463971
  nChanged 2
		SP:Iteration 32Q (45614.050000 sec): 3 clusters
  Score: Raw -310931.505578 + Penalty 2546.563255 = -308384.942323
  nChanged 3
		SP:Iteration 33Q (45614.170000 sec): 3 clusters
  Score: Raw -310933.363562 + Penalty 2546.563255 = -308386.800307
  nChanged 2
		SP:Iteration 34Q (45614.380000 sec): 3 clusters
  Score: Raw -310935.715902 + Penalty 2546.563255 = -308389.152647
  nChanged 5
		SP:Iteration 35Q (45614.560000 sec): 3 clusters
  Score: Raw -310940.389140 + Penalty 2546.563255 = -308393.825885
  nChanged 8
		SP:Iteration 36Q (45614.740000 sec): 3 clusters
  Score: Raw -310944.567375 + Penalty 2546.563255 = -308398.004120
  nChanged 5
		SP:Iteration 37Q (45614.870000 sec): 3 clusters
  Score: Raw -310947.277670 + Penalty 2546.563255 = -308400.714415
  nChanged 5
		SP:Iteration 38Q (45615.080000 sec): 3 clusters
  Score: Raw -310949.563745 + Penalty 2546.563255 = -308403.000490
  nChanged 6
		SP:Iteration 39Q (45615.250000 sec): 3 clusters
  Score: Raw -310952.184895 + Penalty 2546.563255 = -308405.621639
  nChanged 6
		SP:Iteration 40F (45615.430000 sec): 3 clusters
  Score: Raw -310955.619101 + Penalty 2546.563255 = -308409.055846
  nChanged 7
		SP:Iteration 41Q (45615.610000 sec): 3 clusters
  Score: Raw -310961.438845 + Penalty 2546.563255 = -308414.875590
  nChanged 9
		SP:Iteration 42Q (45615.740000 sec): 3 clusters
  Score: Raw -310969.370102 + Penalty 2546.563255 = -308422.806847
  nChanged 11
		SP:Iteration 43Q (45615.880000 sec): 3 clusters
  Score: Raw -310977.235418 + Penalty 2546.563255 = -308430.672163
  nChanged 10
		SP:Iteration 44Q (45616.020000 sec): 3 clusters
  Score: Raw -310987.484411 + Penalty 2546.563255 = -308440.921156
  nChanged 10
		SP:Iteration 45Q (45616.190000 sec): 3 clusters
  Score: Raw -310996.661666 + Penalty 2546.563255 = -308450.098411
  nChanged 8
		SP:Iteration 46Q (45616.320000 sec): 3 clusters
  Score: Raw -311002.743482 + Penalty 2546.563255 = -308456.180227
  nChanged 5
		SP:Iteration 47Q (45616.500000 sec): 3 clusters
  Score: Raw -311006.475568 + Penalty 2546.563255 = -308459.912313
  nChanged 7
		SP:Iteration 48Q (45616.650000 sec): 3 clusters
  Score: Raw -311011.611717 + Penalty 2546.563255 = -308465.048462
  nChanged 4
		SP:Iteration 49Q (45616.800000 sec): 3 clusters
  Score: Raw -311013.722394 + Penalty 2546.563255 = -308467.159139
  nChanged 2
		SP:Iteration 50Q (45616.990000 sec): 3 clusters
  Score: Raw -311015.829514 + Penalty 2546.563255 = -308469.266258
  nChanged 2
		SP:Iteration 51Q (45617.150000 sec): 3 clusters
  Score: Raw -311016.983541 + Penalty 2546.563255 = -308470.420286
  nChanged 3
		SP:Iteration 52Q (45617.310000 sec): 3 clusters
  Score: Raw -311018.721422 + Penalty 2546.563255 = -308472.158167
  nChanged 0
		SP:Iteration 53F (45617.530000 sec): 3 clusters
  Score: Raw -311018.721422 + Penalty 2546.563255 = -308472.158167
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 25 (487 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (45617.620000 sec): 2 clusters
  Score: Raw -54390.799135 + Penalty 1005.592920 = -53385.206215
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (45617.800000 sec): 3 clusters
  Score: Raw -54368.069157 + Penalty 2011.185840 = -52356.883317
  nChanged 116
		SP:Iteration 1F (45617.950000 sec): 3 clusters
  Score: Raw -54639.151264 + Penalty 2011.185840 = -52627.965424
  nChanged 51
		SP:Iteration 2F (45618.150000 sec): 3 clusters
  Score: Raw -54785.985307 + Penalty 2011.185840 = -52774.799467
  nChanged 29
		SP:Iteration 3F (45618.290000 sec): 3 clusters
  Score: Raw -54878.590754 + Penalty 2011.185840 = -52867.404914
  nChanged 19
		SP:Iteration 4Q (45618.460000 sec): 3 clusters
  Score: Raw -54943.548378 + Penalty 2011.185840 = -52932.362538
  nChanged 16
		SP:Iteration 5Q (45618.600000 sec): 3 clusters
  Score: Raw -54993.092934 + Penalty 2011.185840 = -52981.907094
  nChanged 14
		SP:Iteration 6Q (45618.690000 sec): 3 clusters
  Score: Raw -55032.682220 + Penalty 2011.185840 = -53021.496380
  nChanged 10
		SP:Iteration 7Q (45618.850000 sec): 3 clusters
  Score: Raw -55056.772685 + Penalty 2011.185840 = -53045.586845
  nChanged 7
		SP:Iteration 8Q (45618.980000 sec): 3 clusters
  Score: Raw -55078.171172 + Penalty 2011.185840 = -53066.985332
  nChanged 5
		SP:Iteration 9Q (45619.170000 sec): 3 clusters
  Score: Raw -55098.524046 + Penalty 2011.185840 = -53087.338206
  nChanged 7
		SP:Iteration 10Q (45619.300000 sec): 3 clusters
  Score: Raw -55114.157888 + Penalty 2011.185840 = -53102.972048
  nChanged 4
		SP:Iteration 11Q (45619.410000 sec): 3 clusters
  Score: Raw -55123.670348 + Penalty 2011.185840 = -53112.484508
  nChanged 3
		SP:Iteration 12Q (45619.550000 sec): 3 clusters
  Score: Raw -55127.841366 + Penalty 2011.185840 = -53116.655526
  nChanged 2
		SP:Iteration 13Q (45619.690000 sec): 3 clusters
  Score: Raw -55131.916207 + Penalty 2011.185840 = -53120.730367
  nChanged 0
		SP:Iteration 14F (45619.780000 sec): 3 clusters
  Score: Raw -55131.916207 + Penalty 2011.185840 = -53120.730367
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 26 (509 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (45619.890000 sec): 2 clusters
  Score: Raw -62212.738434 + Penalty 1012.772803 = -61199.965632
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (45620.000000 sec): 3 clusters
  Score: Raw -62154.336166 + Penalty 2025.545605 = -60128.790561
  nChanged 105
		SP:Iteration 1F (45620.130000 sec): 3 clusters
  Score: Raw -62282.812156 + Penalty 2025.545605 = -60257.266550
  nChanged 28
		SP:Iteration 2F (45620.270000 sec): 3 clusters
  Score: Raw -62333.253013 + Penalty 2025.545605 = -60307.707408
  nChanged 9
		SP:Iteration 3Q (45620.360000 sec): 3 clusters
  Score: Raw -62345.698763 + Penalty 2025.545605 = -60320.153157
  nChanged 5
		SP:Iteration 4Q (45620.500000 sec): 3 clusters
  Score: Raw -62356.196036 + Penalty 2025.545605 = -60330.650430
  nChanged 3
		SP:Iteration 5Q (45620.590000 sec): 3 clusters
  Score: Raw -62360.184738 + Penalty 2025.545605 = -60334.639133
  nChanged 2
		SP:Iteration 6Q (45620.730000 sec): 3 clusters
  Score: Raw -62362.812455 + Penalty 2025.545605 = -60337.266850
  nChanged 4
		SP:Iteration 7Q (45620.810000 sec): 3 clusters
  Score: Raw -62368.650711 + Penalty 2025.545605 = -60343.105106
  nChanged 1
		SP:Iteration 8Q (45620.980000 sec): 3 clusters
  Score: Raw -62369.210858 + Penalty 2025.545605 = -60343.665253
  nChanged 0
		SP:Iteration 9F (45621.150000 sec): 3 clusters
  Score: Raw -62369.210858 + Penalty 2025.545605 = -60343.665253
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 27 (4104 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (45621.310000 sec): 2 clusters
  Score: Raw -495795.047068 + Penalty 1351.954075 = -494443.092992
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (45621.490000 sec): 3 clusters
  Score: Raw -493724.238437 + Penalty 2703.908151 = -491020.330287
  nChanged 1613
		SP:Iteration 1F (45621.720000 sec): 3 clusters
  Score: Raw -494591.256279 + Penalty 2703.908151 = -491887.348129
  nChanged 286
		SP:Iteration 2F (45621.880000 sec): 3 clusters
  Score: Raw -494745.594348 + Penalty 2703.908151 = -492041.686197
  nChanged 210
		SP:Iteration 3F (45622.040000 sec): 3 clusters
  Score: Raw -494846.187942 + Penalty 2703.908151 = -492142.279791
  nChanged 142
		SP:Iteration 4Q (45622.250000 sec): 3 clusters
  Score: Raw -494911.965721 + Penalty 2703.908151 = -492208.057570
  nChanged 119
		SP:Iteration 5Q (45622.430000 sec): 3 clusters
  Score: Raw -494962.202956 + Penalty 2703.908151 = -492258.294805
  nChanged 92
		SP:Iteration 6Q (45622.580000 sec): 3 clusters
  Score: Raw -494990.191747 + Penalty 2703.908151 = -492286.283596
  nChanged 57
		SP:Iteration 7Q (45622.770000 sec): 3 clusters
  Score: Raw -495008.961747 + Penalty 2703.908151 = -492305.053596
  nChanged 51
		SP:Iteration 8Q (45622.950000 sec): 3 clusters
  Score: Raw -495026.290508 + Penalty 2703.908151 = -492322.382357
  nChanged 52
		SP:Iteration 9Q (45623.190000 sec): 3 clusters
  Score: Raw -495047.846459 + Penalty 2703.908151 = -492343.938309
  nChanged 61
		SP:Iteration 10Q (45623.350000 sec): 3 clusters
  Score: Raw -495072.927395 + Penalty 2703.908151 = -492369.019244
  nChanged 48
		SP:Iteration 11Q (45623.570000 sec): 3 clusters
  Score: Raw -495089.963875 + Penalty 2703.908151 = -492386.055724
  nChanged 45
		SP:Iteration 12Q (45623.800000 sec): 3 clusters
  Score: Raw -495108.856363 + Penalty 2703.908151 = -492404.948213
  nChanged 51
		SP:Iteration 13Q (45623.960000 sec): 3 clusters
  Score: Raw -495129.589306 + Penalty 2703.908151 = -492425.681155
  nChanged 55
		SP:Iteration 14Q (45624.150000 sec): 3 clusters
  Score: Raw -495149.114262 + Penalty 2703.908151 = -492445.206112
  nChanged 42
		SP:Iteration 15Q (45624.270000 sec): 3 clusters
  Score: Raw -495163.208726 + Penalty 2703.908151 = -492459.300575
  nChanged 37
		SP:Iteration 16Q (45624.440000 sec): 3 clusters
  Score: Raw -495172.913168 + Penalty 2703.908151 = -492469.005017
  nChanged 35
		SP:Iteration 17Q (45624.660000 sec): 3 clusters
  Score: Raw -495186.819494 + Penalty 2703.908151 = -492482.911343
  nChanged 41
		SP:Iteration 18Q (45624.810000 sec): 3 clusters
  Score: Raw -495207.113347 + Penalty 2703.908151 = -492503.205196
  nChanged 46
		SP:Iteration 19Q (45625.000000 sec): 3 clusters
  Score: Raw -495225.758257 + Penalty 2703.908151 = -492521.850106
  nChanged 45
		SP:Iteration 20F (45625.180000 sec): 3 clusters
  Score: Raw -495243.529893 + Penalty 2703.908151 = -492539.621742
  nChanged 48
		SP:Iteration 21Q (45625.340000 sec): 3 clusters
  Score: Raw -495264.913707 + Penalty 2703.908151 = -492561.005556
  nChanged 46
		SP:Iteration 22Q (45625.490000 sec): 3 clusters
  Score: Raw -495283.587621 + Penalty 2703.908151 = -492579.679471
  nChanged 51
		SP:Iteration 23Q (45625.650000 sec): 3 clusters
  Score: Raw -495308.967991 + Penalty 2703.908151 = -492605.059841
  nChanged 58
		SP:Iteration 24Q (45625.820000 sec): 3 clusters
  Score: Raw -495337.378873 + Penalty 2703.908151 = -492633.470722
  nChanged 57
		SP:Iteration 25Q (45625.960000 sec): 3 clusters
  Score: Raw -495363.716380 + Penalty 2703.908151 = -492659.808230
  nChanged 59
		SP:Iteration 26Q (45626.110000 sec): 3 clusters
  Score: Raw -495389.904089 + Penalty 2703.908151 = -492685.995938
  nChanged 59
		SP:Iteration 27Q (45626.380000 sec): 3 clusters
  Score: Raw -495425.542434 + Penalty 2703.908151 = -492721.634283
  nChanged 67
		SP:Iteration 28Q (45626.600000 sec): 3 clusters
  Score: Raw -495466.345610 + Penalty 2703.908151 = -492762.437459
  nChanged 73
		SP:Iteration 29Q (45626.780000 sec): 3 clusters
  Score: Raw -495517.514220 + Penalty 2703.908151 = -492813.606069
  nChanged 71
		SP:Iteration 30Q (45626.980000 sec): 3 clusters
  Score: Raw -495553.504388 + Penalty 2703.908151 = -492849.596237
  nChanged 67
		SP:Iteration 31Q (45627.200000 sec): 3 clusters
  Score: Raw -495592.002276 + Penalty 2703.908151 = -492888.094126
  nChanged 65
		SP:Iteration 32Q (45627.400000 sec): 3 clusters
  Score: Raw -495627.433234 + Penalty 2703.908151 = -492923.525083
  nChanged 65
		SP:Iteration 33Q (45627.560000 sec): 3 clusters
  Score: Raw -495668.350234 + Penalty 2703.908151 = -492964.442083
  nChanged 65
		SP:Iteration 34Q (45627.740000 sec): 3 clusters
  Score: Raw -495709.744265 + Penalty 2703.908151 = -493005.836114
  nChanged 68
		SP:Iteration 35Q (45627.890000 sec): 3 clusters
  Score: Raw -495755.788539 + Penalty 2703.908151 = -493051.880388
  nChanged 62
		SP:Iteration 36Q (45628.060000 sec): 3 clusters
  Score: Raw -495796.322588 + Penalty 2703.908151 = -493092.414437
  nChanged 53
		SP:Iteration 37Q (45628.240000 sec): 3 clusters
  Score: Raw -495834.718475 + Penalty 2703.908151 = -493130.810325
  nChanged 42
		SP:Iteration 38Q (45628.380000 sec): 3 clusters
  Score: Raw -495857.239071 + Penalty 2703.908151 = -493153.330921
  nChanged 33
		SP:Iteration 39Q (45628.560000 sec): 3 clusters
  Score: Raw -495878.503759 + Penalty 2703.908151 = -493174.595608
  nChanged 24
		SP:Iteration 40F (45628.780000 sec): 3 clusters
  Score: Raw -495892.179083 + Penalty 2703.908151 = -493188.270932
  nChanged 20
		SP:Iteration 41Q (45628.940000 sec): 3 clusters
  Score: Raw -495903.538037 + Penalty 2703.908151 = -493199.629886
  nChanged 16
		SP:Iteration 42Q (45629.140000 sec): 3 clusters
  Score: Raw -495915.206132 + Penalty 2703.908151 = -493211.297981
  nChanged 16
		SP:Iteration 43Q (45629.290000 sec): 3 clusters
  Score: Raw -495924.665873 + Penalty 2703.908151 = -493220.757723
  nChanged 18
		SP:Iteration 44Q (45629.500000 sec): 3 clusters
  Score: Raw -495935.213966 + Penalty 2703.908151 = -493231.305815
  nChanged 16
		SP:Iteration 45Q (45629.690000 sec): 3 clusters
  Score: Raw -495945.659122 + Penalty 2703.908151 = -493241.750971
  nChanged 21
		SP:Iteration 46Q (45629.930000 sec): 3 clusters
  Score: Raw -495958.205801 + Penalty 2703.908151 = -493254.297650
  nChanged 16
		SP:Iteration 47Q (45630.120000 sec): 3 clusters
  Score: Raw -495966.484919 + Penalty 2703.908151 = -493262.576769
  nChanged 8
		SP:Iteration 48Q (45630.320000 sec): 3 clusters
  Score: Raw -495971.710579 + Penalty 2703.908151 = -493267.802428
  nChanged 13
		SP:Iteration 49Q (45630.530000 sec): 3 clusters
  Score: Raw -495978.409253 + Penalty 2703.908151 = -493274.501102
  nChanged 8
		SP:Iteration 50Q (45630.720000 sec): 3 clusters
  Score: Raw -495984.023872 + Penalty 2703.908151 = -493280.115721
  nChanged 7
		SP:Iteration 51Q (45630.900000 sec): 3 clusters
  Score: Raw -495987.218322 + Penalty 2703.908151 = -493283.310171
  nChanged 2
		SP:Iteration 52Q (45631.080000 sec): 3 clusters
  Score: Raw -495987.966537 + Penalty 2703.908151 = -493284.058386
  nChanged 1
		SP:Iteration 53Q (45631.270000 sec): 3 clusters
  Score: Raw -495988.388640 + Penalty 2703.908151 = -493284.480490
  nChanged 0
		SP:Iteration 54F (45631.420000 sec): 3 clusters
  Score: Raw -495988.388640 + Penalty 2703.908151 = -493284.480490
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 28 (4889 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (45631.570000 sec): 2 clusters
  Score: Raw -569754.107036 + Penalty 1380.395748 = -568373.711288
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (45631.760000 sec): 3 clusters
  Score: Raw -567187.897459 + Penalty 2760.791495 = -564427.105963
  nChanged 2032
		SP:Iteration 1F (45631.990000 sec): 3 clusters
  Score: Raw -568337.037967 + Penalty 2760.791495 = -565576.246471
  nChanged 378
		SP:Iteration 2F (45632.190000 sec): 3 clusters
  Score: Raw -568577.315458 + Penalty 2760.791495 = -565816.523962
  nChanged 315
		SP:Iteration 3F (45632.420000 sec): 3 clusters
  Score: Raw -568834.673422 + Penalty 2760.791495 = -566073.881927
  nChanged 323
		SP:Iteration 4F (45632.670000 sec): 3 clusters
  Score: Raw -569086.552222 + Penalty 2760.791495 = -566325.760726
  nChanged 271
		SP:Iteration 5F (45632.850000 sec): 3 clusters
  Score: Raw -569282.371467 + Penalty 2760.791495 = -566521.579972
  nChanged 232
		SP:Iteration 6Q (45633.000000 sec): 3 clusters
  Score: Raw -569451.338896 + Penalty 2760.791495 = -566690.547401
  nChanged 201
		SP:Iteration 7Q (45633.240000 sec): 3 clusters
  Score: Raw -569605.345083 + Penalty 2760.791495 = -566844.553588
  nChanged 184
		SP:Iteration 8Q (45633.430000 sec): 3 clusters
  Score: Raw -569735.672001 + Penalty 2760.791495 = -566974.880505
  nChanged 170
		SP:Iteration 9Q (45633.590000 sec): 3 clusters
  Score: Raw -569844.557382 + Penalty 2760.791495 = -567083.765887
  nChanged 117
		SP:Iteration 10Q (45633.720000 sec): 3 clusters
  Score: Raw -569924.352078 + Penalty 2760.791495 = -567163.560583
  nChanged 97
		SP:Iteration 11Q (45633.970000 sec): 3 clusters
  Score: Raw -569971.523302 + Penalty 2760.791495 = -567210.731807
  nChanged 72
		SP:Iteration 12Q (45634.150000 sec): 3 clusters
  Score: Raw -570015.821590 + Penalty 2760.791495 = -567255.030095
  nChanged 72
		SP:Iteration 13Q (45634.360000 sec): 3 clusters
  Score: Raw -570053.370688 + Penalty 2760.791495 = -567292.579192
  nChanged 55
		SP:Iteration 14Q (45634.540000 sec): 3 clusters
  Score: Raw -570077.348051 + Penalty 2760.791495 = -567316.556555
  nChanged 62
		SP:Iteration 15Q (45634.660000 sec): 3 clusters
  Score: Raw -570112.747521 + Penalty 2760.791495 = -567351.956025
  nChanged 60
		SP:Iteration 16Q (45634.870000 sec): 3 clusters
  Score: Raw -570143.787072 + Penalty 2760.791495 = -567382.995576
  nChanged 49
		SP:Iteration 17Q (45635.010000 sec): 3 clusters
  Score: Raw -570170.993593 + Penalty 2760.791495 = -567410.202097
  nChanged 47
		SP:Iteration 18Q (45635.190000 sec): 3 clusters
  Score: Raw -570190.727523 + Penalty 2760.791495 = -567429.936027
  nChanged 39
		SP:Iteration 19Q (45635.320000 sec): 3 clusters
  Score: Raw -570206.969071 + Penalty 2760.791495 = -567446.177576
  nChanged 27
		SP:Iteration 20F (45635.520000 sec): 3 clusters
  Score: Raw -570215.729142 + Penalty 2760.791495 = -567454.937647
  nChanged 28
		SP:Iteration 21Q (45635.710000 sec): 3 clusters
  Score: Raw -570223.585342 + Penalty 2760.791495 = -567462.793847
  nChanged 17
		SP:Iteration 22Q (45635.950000 sec): 3 clusters
  Score: Raw -570229.937420 + Penalty 2760.791495 = -567469.145925
  nChanged 16
		SP:Iteration 23Q (45636.110000 sec): 3 clusters
  Score: Raw -570236.051186 + Penalty 2760.791495 = -567475.259690
  nChanged 10
		SP:Iteration 24Q (45636.290000 sec): 3 clusters
  Score: Raw -570238.920170 + Penalty 2760.791495 = -567478.128674
  nChanged 10
		SP:Iteration 25Q (45636.440000 sec): 3 clusters
  Score: Raw -570241.306811 + Penalty 2760.791495 = -567480.515315
  nChanged 7
		SP:Iteration 26Q (45636.610000 sec): 3 clusters
  Score: Raw -570242.612384 + Penalty 2760.791495 = -567481.820889
  nChanged 6
		SP:Iteration 27Q (45636.750000 sec): 3 clusters
  Score: Raw -570243.560697 + Penalty 2760.791495 = -567482.769202
  nChanged 5
		SP:Iteration 28Q (45636.920000 sec): 3 clusters
  Score: Raw -570244.637868 + Penalty 2760.791495 = -567483.846372
  nChanged 4
		SP:Iteration 29Q (45637.080000 sec): 3 clusters
  Score: Raw -570245.324380 + Penalty 2760.791495 = -567484.532885
  nChanged 0
		SP:Iteration 30F (45637.240000 sec): 3 clusters
  Score: Raw -570245.324380 + Penalty 2760.791495 = -567484.532885
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 29 (7937 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (45637.350000 sec): 2 clusters
  Score: Raw -903700.296505 + Penalty 1459.134730 = -902241.161774
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (45637.610000 sec): 3 clusters
  Score: Raw -899304.078879 + Penalty 2918.269461 = -896385.809418
  nChanged 3393
		SP:Iteration 1F (45637.760000 sec): 3 clusters
  Score: Raw -901205.403744 + Penalty 2918.269461 = -898287.134283
  nChanged 571
		SP:Iteration 2F (45637.930000 sec): 3 clusters
  Score: Raw -901517.518433 + Penalty 2918.269461 = -898599.248972
  nChanged 491
		SP:Iteration 3F (45638.090000 sec): 3 clusters
  Score: Raw -901805.117270 + Penalty 2918.269461 = -898886.847809
  nChanged 443
		SP:Iteration 4F (45638.340000 sec): 3 clusters
  Score: Raw -902048.405110 + Penalty 2918.269461 = -899130.135650
  nChanged 382
		SP:Iteration 5Q (45638.570000 sec): 3 clusters
  Score: Raw -902254.282469 + Penalty 2918.269461 = -899336.013008
  nChanged 344
		SP:Iteration 6Q (45638.770000 sec): 3 clusters
  Score: Raw -902413.322587 + Penalty 2918.269461 = -899495.053126
  nChanged 280
		SP:Iteration 7Q (45638.990000 sec): 3 clusters
  Score: Raw -902538.990075 + Penalty 2918.269461 = -899620.720614
  nChanged 255
		SP:Iteration 8Q (45639.190000 sec): 3 clusters
  Score: Raw -902648.397679 + Penalty 2918.269461 = -899730.128218
  nChanged 212
		SP:Iteration 9Q (45639.370000 sec): 3 clusters
  Score: Raw -902737.693996 + Penalty 2918.269461 = -899819.424535
  nChanged 193
		SP:Iteration 10Q (45639.590000 sec): 3 clusters
  Score: Raw -902805.513905 + Penalty 2918.269461 = -899887.244444
  nChanged 167
		SP:Iteration 11Q (45639.800000 sec): 3 clusters
  Score: Raw -902864.450356 + Penalty 2918.269461 = -899946.180895
  nChanged 153
		SP:Iteration 12Q (45640.020000 sec): 3 clusters
  Score: Raw -902917.569448 + Penalty 2918.269461 = -899999.299987
  nChanged 140
		SP:Iteration 13Q (45640.250000 sec): 3 clusters
  Score: Raw -902964.829044 + Penalty 2918.269461 = -900046.559583
  nChanged 141
		SP:Iteration 14Q (45640.510000 sec): 3 clusters
  Score: Raw -903013.853957 + Penalty 2918.269461 = -900095.584496
  nChanged 114
		SP:Iteration 15Q (45640.740000 sec): 3 clusters
  Score: Raw -903048.701177 + Penalty 2918.269461 = -900130.431716
  nChanged 85
		SP:Iteration 16Q (45640.950000 sec): 3 clusters
  Score: Raw -903076.255987 + Penalty 2918.269461 = -900157.986526
  nChanged 95
		SP:Iteration 17Q (45641.200000 sec): 3 clusters
  Score: Raw -903113.052969 + Penalty 2918.269461 = -900194.783508
  nChanged 125
		SP:Iteration 18Q (45641.450000 sec): 3 clusters
  Score: Raw -903168.362894 + Penalty 2918.269461 = -900250.093433
  nChanged 129
		SP:Iteration 19Q (45641.630000 sec): 3 clusters
  Score: Raw -903229.992989 + Penalty 2918.269461 = -900311.723528
  nChanged 124
		SP:Iteration 20F (45641.890000 sec): 3 clusters
  Score: Raw -903299.903521 + Penalty 2918.269461 = -900381.634060
  nChanged 145
		SP:Iteration 21Q (45642.130000 sec): 3 clusters
  Score: Raw -903373.733885 + Penalty 2918.269461 = -900455.464424
  nChanged 135
		SP:Iteration 22Q (45642.390000 sec): 3 clusters
  Score: Raw -903432.900981 + Penalty 2918.269461 = -900514.631520
  nChanged 122
		SP:Iteration 23Q (45642.620000 sec): 3 clusters
  Score: Raw -903498.444713 + Penalty 2918.269461 = -900580.175252
  nChanged 122
		SP:Iteration 24Q (45642.840000 sec): 3 clusters
  Score: Raw -903548.313563 + Penalty 2918.269461 = -900630.044102
  nChanged 117
		SP:Iteration 25Q (45643.030000 sec): 3 clusters
  Score: Raw -903588.939085 + Penalty 2918.269461 = -900670.669624
  nChanged 108
		SP:Iteration 26Q (45643.220000 sec): 3 clusters
  Score: Raw -903620.106585 + Penalty 2918.269461 = -900701.837124
  nChanged 76
		SP:Iteration 27Q (45643.420000 sec): 3 clusters
  Score: Raw -903638.640755 + Penalty 2918.269461 = -900720.371294
  nChanged 49
		SP:Iteration 28Q (45643.620000 sec): 3 clusters
  Score: Raw -903651.492068 + Penalty 2918.269461 = -900733.222607
  nChanged 58
		SP:Iteration 29Q (45643.770000 sec): 3 clusters
  Score: Raw -903664.035434 + Penalty 2918.269461 = -900745.765973
  nChanged 47
		SP:Iteration 30Q (45644.020000 sec): 3 clusters
  Score: Raw -903674.445234 + Penalty 2918.269461 = -900756.175773
  nChanged 44
		SP:Iteration 31Q (45644.200000 sec): 3 clusters
  Score: Raw -903684.312305 + Penalty 2918.269461 = -900766.042844
  nChanged 50
		SP:Iteration 32Q (45644.420000 sec): 3 clusters
  Score: Raw -903698.538594 + Penalty 2918.269461 = -900780.269133
  nChanged 54
		SP:Iteration 33Q (45644.670000 sec): 3 clusters
  Score: Raw -903711.248927 + Penalty 2918.269461 = -900792.979466
  nChanged 43
		SP:Iteration 34Q (45644.910000 sec): 3 clusters
  Score: Raw -903721.625379 + Penalty 2918.269461 = -900803.355918
  nChanged 51
		SP:Iteration 35Q (45645.060000 sec): 3 clusters
  Score: Raw -903736.568751 + Penalty 2918.269461 = -900818.299290
  nChanged 55
		SP:Iteration 36Q (45645.250000 sec): 3 clusters
  Score: Raw -903753.269774 + Penalty 2918.269461 = -900835.000313
  nChanged 51
		SP:Iteration 37Q (45645.490000 sec): 3 clusters
  Score: Raw -903766.219339 + Penalty 2918.269461 = -900847.949878
  nChanged 51
		SP:Iteration 38Q (45645.680000 sec): 3 clusters
  Score: Raw -903778.624447 + Penalty 2918.269461 = -900860.354986
  nChanged 50
		SP:Iteration 39Q (45645.900000 sec): 3 clusters
  Score: Raw -903793.032435 + Penalty 2918.269461 = -900874.762974
  nChanged 51
		SP:Iteration 40F (45646.110000 sec): 3 clusters
  Score: Raw -903808.931726 + Penalty 2918.269461 = -900890.662265
  nChanged 50
		SP:Iteration 41Q (45646.300000 sec): 3 clusters
  Score: Raw -903822.138607 + Penalty 2918.269461 = -900903.869146
  nChanged 46
		SP:Iteration 42Q (45646.530000 sec): 3 clusters
  Score: Raw -903833.501916 + Penalty 2918.269461 = -900915.232455
  nChanged 37
		SP:Iteration 43Q (45646.780000 sec): 3 clusters
  Score: Raw -903841.169210 + Penalty 2918.269461 = -900922.899749
  nChanged 39
		SP:Iteration 44Q (45646.900000 sec): 3 clusters
  Score: Raw -903852.397540 + Penalty 2918.269461 = -900934.128079
  nChanged 40
		SP:Iteration 45Q (45647.040000 sec): 3 clusters
  Score: Raw -903861.917234 + Penalty 2918.269461 = -900943.647773
  nChanged 41
		SP:Iteration 46Q (45647.280000 sec): 3 clusters
  Score: Raw -903871.357646 + Penalty 2918.269461 = -900953.088185
  nChanged 41
		SP:Iteration 47Q (45647.560000 sec): 3 clusters
  Score: Raw -903883.863187 + Penalty 2918.269461 = -900965.593726
  nChanged 46
		SP:Iteration 48Q (45647.760000 sec): 3 clusters
  Score: Raw -903895.454135 + Penalty 2918.269461 = -900977.184674
  nChanged 45
		SP:Iteration 49Q (45648.050000 sec): 3 clusters
  Score: Raw -903908.646038 + Penalty 2918.269461 = -900990.376577
  nChanged 55
		SP:Iteration 50Q (45648.250000 sec): 3 clusters
  Score: Raw -903928.910369 + Penalty 2918.269461 = -901010.640908
  nChanged 62
		SP:Iteration 51Q (45648.490000 sec): 3 clusters
  Score: Raw -903956.405118 + Penalty 2918.269461 = -901038.135657
  nChanged 94
		SP:Iteration 52Q (45648.660000 sec): 3 clusters
  Score: Raw -903998.346168 + Penalty 2918.269461 = -901080.076707
  nChanged 79
		SP:Iteration 53Q (45648.920000 sec): 3 clusters
  Score: Raw -904033.259546 + Penalty 2918.269461 = -901114.990085
  nChanged 93
		SP:Iteration 54Q (45649.200000 sec): 3 clusters
  Score: Raw -904069.611356 + Penalty 2918.269461 = -901151.341895
  nChanged 73
		SP:Iteration 55Q (45649.440000 sec): 3 clusters
  Score: Raw -904094.817658 + Penalty 2918.269461 = -901176.548197
  nChanged 68
		SP:Iteration 56Q (45649.640000 sec): 3 clusters
  Score: Raw -904113.586836 + Penalty 2918.269461 = -901195.317375
  nChanged 54
		SP:Iteration 57Q (45649.860000 sec): 3 clusters
  Score: Raw -904130.108667 + Penalty 2918.269461 = -901211.839206
  nChanged 60
		SP:Iteration 58Q (45650.070000 sec): 3 clusters
  Score: Raw -904149.073690 + Penalty 2918.269461 = -901230.804229
  nChanged 63
		SP:Iteration 59Q (45650.290000 sec): 3 clusters
  Score: Raw -904172.404816 + Penalty 2918.269461 = -901254.135355
  nChanged 71
		SP:Iteration 60F (45650.460000 sec): 3 clusters
  Score: Raw -904197.274266 + Penalty 2918.269461 = -901279.004806
  nChanged 62
		SP:Iteration 61Q (45650.730000 sec): 3 clusters
  Score: Raw -904217.605606 + Penalty 2918.269461 = -901299.336145
  nChanged 54
		SP:Iteration 62Q (45650.920000 sec): 3 clusters
  Score: Raw -904235.402403 + Penalty 2918.269461 = -901317.132942
  nChanged 64
		SP:Iteration 63Q (45651.150000 sec): 3 clusters
  Score: Raw -904258.608695 + Penalty 2918.269461 = -901340.339234
  nChanged 65
		SP:Iteration 64Q (45651.400000 sec): 3 clusters
  Score: Raw -904276.913620 + Penalty 2918.269461 = -901358.644159
  nChanged 48
		SP:Iteration 65Q (45651.680000 sec): 3 clusters
  Score: Raw -904292.124665 + Penalty 2918.269461 = -901373.855204
  nChanged 54
		SP:Iteration 66Q (45651.980000 sec): 3 clusters
  Score: Raw -904309.381216 + Penalty 2918.269461 = -901391.111755
  nChanged 44
		SP:Iteration 67Q (45652.190000 sec): 3 clusters
  Score: Raw -904324.725971 + Penalty 2918.269461 = -901406.456510
  nChanged 51
		SP:Iteration 68Q (45652.440000 sec): 3 clusters
  Score: Raw -904338.924315 + Penalty 2918.269461 = -901420.654854
  nChanged 36
		SP:Iteration 69Q (45652.620000 sec): 3 clusters
  Score: Raw -904349.347008 + Penalty 2918.269461 = -901431.077547
  nChanged 35
		SP:Iteration 70Q (45652.860000 sec): 3 clusters
  Score: Raw -904358.700972 + Penalty 2918.269461 = -901440.431512
  nChanged 40
		SP:Iteration 71Q (45653.090000 sec): 3 clusters
  Score: Raw -904366.919970 + Penalty 2918.269461 = -901448.650509
  nChanged 28
		SP:Iteration 72Q (45653.280000 sec): 3 clusters
  Score: Raw -904371.964655 + Penalty 2918.269461 = -901453.695194
  nChanged 25
		SP:Iteration 73Q (45653.500000 sec): 3 clusters
  Score: Raw -904378.828782 + Penalty 2918.269461 = -901460.559321
  nChanged 27
		SP:Iteration 74Q (45653.650000 sec): 3 clusters
  Score: Raw -904386.077097 + Penalty 2918.269461 = -901467.807636
  nChanged 24
		SP:Iteration 75Q (45653.830000 sec): 3 clusters
  Score: Raw -904391.774360 + Penalty 2918.269461 = -901473.504899
  nChanged 25
		SP:Iteration 76Q (45654.010000 sec): 3 clusters
  Score: Raw -904396.457173 + Penalty 2918.269461 = -901478.187712
  nChanged 15
		SP:Iteration 77Q (45654.190000 sec): 3 clusters
  Score: Raw -904400.315465 + Penalty 2918.269461 = -901482.046004
  nChanged 21
		SP:Iteration 78Q (45654.380000 sec): 3 clusters
  Score: Raw -904406.757474 + Penalty 2918.269461 = -901488.488013
  nChanged 21
		SP:Iteration 79Q (45654.560000 sec): 3 clusters
  Score: Raw -904413.055479 + Penalty 2918.269461 = -901494.786018
  nChanged 16
		SP:Iteration 80F (45654.740000 sec): 3 clusters
  Score: Raw -904416.298423 + Penalty 2918.269461 = -901498.028962
  nChanged 23
		SP:Iteration 81Q (45654.920000 sec): 3 clusters
  Score: Raw -904421.334828 + Penalty 2918.269461 = -901503.065367
  nChanged 19
		SP:Iteration 82Q (45655.130000 sec): 3 clusters
  Score: Raw -904425.996680 + Penalty 2918.269461 = -901507.727219
  nChanged 21
		SP:Iteration 83Q (45655.380000 sec): 3 clusters
  Score: Raw -904431.432247 + Penalty 2918.269461 = -901513.162786
  nChanged 12
		SP:Iteration 84Q (45655.560000 sec): 3 clusters
  Score: Raw -904433.657635 + Penalty 2918.269461 = -901515.388174
  nChanged 9
		SP:Iteration 85Q (45655.740000 sec): 3 clusters
  Score: Raw -904434.935915 + Penalty 2918.269461 = -901516.666454
  nChanged 10
		SP:Iteration 86Q (45655.930000 sec): 3 clusters
  Score: Raw -904436.765345 + Penalty 2918.269461 = -901518.495884
  nChanged 12
		SP:Iteration 87Q (45656.110000 sec): 3 clusters
  Score: Raw -904439.038182 + Penalty 2918.269461 = -901520.768721
  nChanged 13
		SP:Iteration 88Q (45656.290000 sec): 3 clusters
  Score: Raw -904441.975542 + Penalty 2918.269461 = -901523.706081
  nChanged 11
		SP:Iteration 89Q (45656.470000 sec): 3 clusters
  Score: Raw -904444.846012 + Penalty 2918.269461 = -901526.576551
  nChanged 15
		SP:Iteration 90Q (45656.680000 sec): 3 clusters
  Score: Raw -904447.902403 + Penalty 2918.269461 = -901529.632942
  nChanged 12
		SP:Iteration 91Q (45656.850000 sec): 3 clusters
  Score: Raw -904451.066193 + Penalty 2918.269461 = -901532.796732
  nChanged 7
		SP:Iteration 92Q (45657.030000 sec): 3 clusters
  Score: Raw -904452.828694 + Penalty 2918.269461 = -901534.559233
  nChanged 10
		SP:Iteration 93Q (45657.250000 sec): 3 clusters
  Score: Raw -904454.735196 + Penalty 2918.269461 = -901536.465735
  nChanged 3
		SP:Iteration 94Q (45657.430000 sec): 3 clusters
  Score: Raw -904456.294883 + Penalty 2918.269461 = -901538.025422
  nChanged 6
		SP:Iteration 95Q (45657.620000 sec): 3 clusters
  Score: Raw -904457.301497 + Penalty 2918.269461 = -901539.032036
  nChanged 4
		SP:Iteration 96Q (45657.800000 sec): 3 clusters
  Score: Raw -904457.690444 + Penalty 2918.269461 = -901539.420983
  nChanged 2
		SP:Iteration 97Q (45657.980000 sec): 3 clusters
  Score: Raw -904458.036490 + Penalty 2918.269461 = -901539.767029
  nChanged 1
		SP:Iteration 98Q (45658.160000 sec): 3 clusters
  Score: Raw -904458.168598 + Penalty 2918.269461 = -901539.899137
  nChanged 1
		SP:Iteration 99Q (45658.340000 sec): 3 clusters
  Score: Raw -904458.214545 + Penalty 2918.269461 = -901539.945084
  nChanged 0
		SP:Iteration 100F (45658.520000 sec): 3 clusters
  Score: Raw -904458.214545 + Penalty 2918.269461 = -901539.945084
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 30 (13231 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (45658.680000 sec): 2 clusters
  Score: Raw -1654909.520544 + Penalty 1542.176649 = -1653367.343895
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (45658.940000 sec): 3 clusters
  Score: Raw -1647236.327932 + Penalty 3084.353298 = -1644151.974633
  nChanged 5809
		SP:Iteration 1F (45659.210000 sec): 3 clusters
  Score: Raw -1650361.348566 + Penalty 3084.353298 = -1647276.995268
  nChanged 749
		SP:Iteration 2F (45659.470000 sec): 3 clusters
  Score: Raw -1650687.023390 + Penalty 3084.353298 = -1647602.670092
  nChanged 719
		SP:Iteration 3F (45659.760000 sec): 3 clusters
  Score: Raw -1651031.409628 + Penalty 3084.353298 = -1647947.056330
  nChanged 729
		SP:Iteration 4F (45660.040000 sec): 3 clusters
  Score: Raw -1651446.153559 + Penalty 3084.353298 = -1648361.800261
  nChanged 852
		SP:Iteration 5F (45660.330000 sec): 3 clusters
  Score: Raw -1652044.606346 + Penalty 3084.353298 = -1648960.253048
  nChanged 975
		SP:Iteration 6F (45660.550000 sec): 3 clusters
  Score: Raw -1652886.291724 + Penalty 3084.353298 = -1649801.938426
  nChanged 916
		SP:Iteration 7F (45660.810000 sec): 3 clusters
  Score: Raw -1653695.142736 + Penalty 3084.353298 = -1650610.789438
  nChanged 742
		SP:Iteration 8F (45661.050000 sec): 3 clusters
  Score: Raw -1654288.169247 + Penalty 3084.353298 = -1651203.815949
  nChanged 517
		SP:Iteration 9Q (45661.260000 sec): 3 clusters
  Score: Raw -1654647.886919 + Penalty 3084.353298 = -1651563.533621
  nChanged 346
		SP:Iteration 10Q (45661.580000 sec): 3 clusters
  Score: Raw -1654862.107975 + Penalty 3084.353298 = -1651777.754677
  nChanged 244
		SP:Iteration 11Q (45661.820000 sec): 3 clusters
  Score: Raw -1654998.695137 + Penalty 3084.353298 = -1651914.341839
  nChanged 164
		SP:Iteration 12Q (45662.060000 sec): 3 clusters
  Score: Raw -1655081.190755 + Penalty 3084.353298 = -1651996.837457
  nChanged 115
		SP:Iteration 13Q (45662.310000 sec): 3 clusters
  Score: Raw -1655133.514511 + Penalty 3084.353298 = -1652049.161213
  nChanged 85
		SP:Iteration 14Q (45662.570000 sec): 3 clusters
  Score: Raw -1655170.761747 + Penalty 3084.353298 = -1652086.408449
  nChanged 62
		SP:Iteration 15Q (45662.860000 sec): 3 clusters
  Score: Raw -1655196.153104 + Penalty 3084.353298 = -1652111.799806
  nChanged 44
		SP:Iteration 16Q (45663.130000 sec): 3 clusters
  Score: Raw -1655213.073136 + Penalty 3084.353298 = -1652128.719838
  nChanged 39
		SP:Iteration 17Q (45663.360000 sec): 3 clusters
  Score: Raw -1655230.196899 + Penalty 3084.353298 = -1652145.843601
  nChanged 37
		SP:Iteration 18Q (45663.670000 sec): 3 clusters
  Score: Raw -1655245.331154 + Penalty 3084.353298 = -1652160.977856
  nChanged 30
		SP:Iteration 19Q (45663.870000 sec): 3 clusters
  Score: Raw -1655260.617572 + Penalty 3084.353298 = -1652176.264273
  nChanged 37
		SP:Iteration 20F (45664.160000 sec): 3 clusters
  Score: Raw -1655278.700228 + Penalty 3084.353298 = -1652194.346930
  nChanged 26
		SP:Iteration 21Q (45664.410000 sec): 3 clusters
  Score: Raw -1655290.036058 + Penalty 3084.353298 = -1652205.682760
  nChanged 23
		SP:Iteration 22Q (45664.660000 sec): 3 clusters
  Score: Raw -1655300.246324 + Penalty 3084.353298 = -1652215.893026
  nChanged 17
		SP:Iteration 23Q (45664.950000 sec): 3 clusters
  Score: Raw -1655306.146373 + Penalty 3084.353298 = -1652221.793075
  nChanged 13
		SP:Iteration 24Q (45665.230000 sec): 3 clusters
  Score: Raw -1655310.615132 + Penalty 3084.353298 = -1652226.261834
  nChanged 9
		SP:Iteration 25Q (45665.490000 sec): 3 clusters
  Score: Raw -1655314.875790 + Penalty 3084.353298 = -1652230.522492
  nChanged 5
		SP:Iteration 26Q (45665.780000 sec): 3 clusters
  Score: Raw -1655316.591090 + Penalty 3084.353298 = -1652232.237792
  nChanged 4
		SP:Iteration 27Q (45666.050000 sec): 3 clusters
  Score: Raw -1655317.508576 + Penalty 3084.353298 = -1652233.155278
  nChanged 2
		SP:Iteration 28Q (45666.280000 sec): 3 clusters
  Score: Raw -1655318.161312 + Penalty 3084.353298 = -1652233.808014
  nChanged 1
		SP:Iteration 29Q (45666.470000 sec): 3 clusters
  Score: Raw -1655318.538330 + Penalty 3084.353298 = -1652234.185032
  nChanged 1
		SP:Iteration 30Q (45666.710000 sec): 3 clusters
  Score: Raw -1655318.648852 + Penalty 3084.353298 = -1652234.295554
  nChanged 0
		SP:Iteration 31F (45666.920000 sec): 3 clusters
  Score: Raw -1655318.648852 + Penalty 3084.353298 = -1652234.295554
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 31 (545 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (45667.060000 sec): 2 clusters
  Score: Raw -59723.482970 + Penalty 1023.877692 = -58699.605278
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (45667.260000 sec): 3 clusters
  Score: Raw -59625.486674 + Penalty 2047.755383 = -57577.731291
  nChanged 140
		SP:Iteration 1F (45667.380000 sec): 3 clusters
  Score: Raw -59837.035918 + Penalty 2047.755383 = -57789.280535
  nChanged 48
		SP:Iteration 2F (45667.550000 sec): 3 clusters
  Score: Raw -59924.786508 + Penalty 2047.755383 = -57877.031125
  nChanged 23
		SP:Iteration 3Q (45667.700000 sec): 3 clusters
  Score: Raw -59988.058486 + Penalty 2047.755383 = -57940.303103
  nChanged 21
		SP:Iteration 4Q (45667.840000 sec): 3 clusters
  Score: Raw -60023.815221 + Penalty 2047.755383 = -57976.059838
  nChanged 18
		SP:Iteration 5Q (45668.010000 sec): 3 clusters
  Score: Raw -60062.036460 + Penalty 2047.755383 = -58014.281076
  nChanged 13
		SP:Iteration 6Q (45668.110000 sec): 3 clusters
  Score: Raw -60094.956024 + Penalty 2047.755383 = -58047.200641
  nChanged 16
		SP:Iteration 7Q (45668.230000 sec): 3 clusters
  Score: Raw -60127.260979 + Penalty 2047.755383 = -58079.505596
  nChanged 9
		SP:Iteration 8Q (45668.360000 sec): 3 clusters
  Score: Raw -60151.469859 + Penalty 2047.755383 = -58103.714476
  nChanged 7
		SP:Iteration 9Q (45668.490000 sec): 3 clusters
  Score: Raw -60161.755800 + Penalty 2047.755383 = -58114.000416
  nChanged 2
		SP:Iteration 10Q (45668.650000 sec): 3 clusters
  Score: Raw -60164.013197 + Penalty 2047.755383 = -58116.257814
  nChanged 2
		SP:Iteration 11Q (45668.790000 sec): 3 clusters
  Score: Raw -60166.645169 + Penalty 2047.755383 = -58118.889786
  nChanged 1
		SP:Iteration 12Q (45669.000000 sec): 3 clusters
  Score: Raw -60167.385132 + Penalty 2047.755383 = -58119.629749
  nChanged 0
		SP:Iteration 13F (45669.140000 sec): 3 clusters
  Score: Raw -60167.385132 + Penalty 2047.755383 = -58119.629749
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 32 (7915 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (45669.290000 sec): 2 clusters
  Score: Raw -960147.298161 + Penalty 1458.683683 = -958688.614478
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (45669.540000 sec): 3 clusters
  Score: Raw -955828.286931 + Penalty 2917.367366 = -952910.919565
  nChanged 3336
		SP:Iteration 1F (45669.820000 sec): 3 clusters
  Score: Raw -957581.042897 + Penalty 2917.367366 = -954663.675531
  nChanged 483
		SP:Iteration 2F (45669.970000 sec): 3 clusters
  Score: Raw -957802.681412 + Penalty 2917.367366 = -954885.314046
  nChanged 401
		SP:Iteration 3F (45670.170000 sec): 3 clusters
  Score: Raw -957968.890268 + Penalty 2917.367366 = -955051.522902
  nChanged 319
		SP:Iteration 4Q (45670.330000 sec): 3 clusters
  Score: Raw -958101.150916 + Penalty 2917.367366 = -955183.783550
  nChanged 308
		SP:Iteration 5Q (45670.580000 sec): 3 clusters
  Score: Raw -958264.370304 + Penalty 2917.367366 = -955347.002938
  nChanged 322
		SP:Iteration 6Q (45670.770000 sec): 3 clusters
  Score: Raw -958457.197632 + Penalty 2917.367366 = -955539.830266
  nChanged 335
		SP:Iteration 7Q (45670.970000 sec): 3 clusters
  Score: Raw -958676.944007 + Penalty 2917.367366 = -955759.576641
  nChanged 333
		SP:Iteration 8Q (45671.230000 sec): 3 clusters
  Score: Raw -958949.594044 + Penalty 2917.367366 = -956032.226678
  nChanged 360
		SP:Iteration 9Q (45671.520000 sec): 3 clusters
  Score: Raw -959275.117492 + Penalty 2917.367366 = -956357.750126
  nChanged 372
		SP:Iteration 10Q (45671.730000 sec): 3 clusters
  Score: Raw -959573.340905 + Penalty 2917.367366 = -956655.973539
  nChanged 337
		SP:Iteration 11Q (45671.950000 sec): 3 clusters
  Score: Raw -959815.502437 + Penalty 2917.367366 = -956898.135071
  nChanged 278
		SP:Iteration 12Q (45672.120000 sec): 3 clusters
  Score: Raw -960007.907514 + Penalty 2917.367366 = -957090.540148
  nChanged 238
		SP:Iteration 13Q (45672.300000 sec): 3 clusters
  Score: Raw -960185.238834 + Penalty 2917.367366 = -957267.871468
  nChanged 212
		SP:Iteration 14Q (45672.620000 sec): 3 clusters
  Score: Raw -960335.848524 + Penalty 2917.367366 = -957418.481158
  nChanged 151
		SP:Iteration 15Q (45672.840000 sec): 3 clusters
  Score: Raw -960432.691378 + Penalty 2917.367366 = -957515.324012
  nChanged 120
		SP:Iteration 16Q (45673.050000 sec): 3 clusters
  Score: Raw -960515.466462 + Penalty 2917.367366 = -957598.099096
  nChanged 96
		SP:Iteration 17Q (45673.280000 sec): 3 clusters
  Score: Raw -960579.479489 + Penalty 2917.367366 = -957662.112123
  nChanged 101
		SP:Iteration 18Q (45673.480000 sec): 3 clusters
  Score: Raw -960647.708726 + Penalty 2917.367366 = -957730.341360
  nChanged 93
		SP:Iteration 19Q (45673.700000 sec): 3 clusters
  Score: Raw -960697.342334 + Penalty 2917.367366 = -957779.974968
  nChanged 58
		SP:Iteration 20F (45673.930000 sec): 3 clusters
  Score: Raw -960725.943243 + Penalty 2917.367366 = -957808.575877
  nChanged 48
		SP:Iteration 21Q (45674.080000 sec): 3 clusters
  Score: Raw -960741.817973 + Penalty 2917.367366 = -957824.450607
  nChanged 25
		SP:Iteration 22Q (45674.280000 sec): 3 clusters
  Score: Raw -960746.832632 + Penalty 2917.367366 = -957829.465266
  nChanged 18
		SP:Iteration 23Q (45674.520000 sec): 3 clusters
  Score: Raw -960750.660441 + Penalty 2917.367366 = -957833.293075
  nChanged 11
		SP:Iteration 24Q (45674.710000 sec): 3 clusters
  Score: Raw -960752.900065 + Penalty 2917.367366 = -957835.532699
  nChanged 11
		SP:Iteration 25Q (45674.910000 sec): 3 clusters
  Score: Raw -960755.703320 + Penalty 2917.367366 = -957838.335954
  nChanged 8
		SP:Iteration 26Q (45675.070000 sec): 3 clusters
  Score: Raw -960757.114661 + Penalty 2917.367366 = -957839.747295
  nChanged 9
		SP:Iteration 27Q (45675.280000 sec): 3 clusters
  Score: Raw -960758.930028 + Penalty 2917.367366 = -957841.562662
  nChanged 5
		SP:Iteration 28Q (45675.570000 sec): 3 clusters
  Score: Raw -960760.379066 + Penalty 2917.367366 = -957843.011700
  nChanged 2
		SP:Iteration 29Q (45675.770000 sec): 3 clusters
  Score: Raw -960761.180901 + Penalty 2917.367366 = -957843.813535
  nChanged 5
		SP:Iteration 30Q (45675.950000 sec): 3 clusters
  Score: Raw -960762.203104 + Penalty 2917.367366 = -957844.835738
  nChanged 2
		SP:Iteration 31Q (45676.110000 sec): 3 clusters
  Score: Raw -960762.628912 + Penalty 2917.367366 = -957845.261546
  nChanged 1
		SP:Iteration 32Q (45676.370000 sec): 3 clusters
  Score: Raw -960762.772330 + Penalty 2917.367366 = -957845.404964
  nChanged 1
		SP:Iteration 33Q (45676.630000 sec): 3 clusters
  Score: Raw -960762.976312 + Penalty 2917.367366 = -957845.608946
  nChanged 1
		SP:Iteration 34Q (45676.830000 sec): 3 clusters
  Score: Raw -960763.548950 + Penalty 2917.367366 = -957846.181584
  nChanged 2
		SP:Iteration 35Q (45676.980000 sec): 3 clusters
  Score: Raw -960763.776149 + Penalty 2917.367366 = -957846.408783
  nChanged 1
		SP:Iteration 36Q (45677.160000 sec): 3 clusters
  Score: Raw -960763.918039 + Penalty 2917.367366 = -957846.550673
  nChanged 0
		SP:Iteration 37F (45677.350000 sec): 3 clusters
  Score: Raw -960763.918039 + Penalty 2917.367366 = -957846.550673
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 33 (1896 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (45677.460000 sec): 2 clusters
  Score: Raw -222422.181641 + Penalty 1226.469023 = -221195.712617
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (45677.620000 sec): 3 clusters
  Score: Raw -221650.638631 + Penalty 2452.938047 = -219197.700584
  nChanged 675
		SP:Iteration 1F (45677.850000 sec): 3 clusters
  Score: Raw -222207.207626 + Penalty 2452.938047 = -219754.269579
  nChanged 163
		SP:Iteration 2F (45678.060000 sec): 3 clusters
  Score: Raw -222376.713914 + Penalty 2452.938047 = -219923.775867
  nChanged 114
		SP:Iteration 3F (45678.170000 sec): 3 clusters
  Score: Raw -222495.799925 + Penalty 2452.938047 = -220042.861878
  nChanged 84
		SP:Iteration 4Q (45678.390000 sec): 3 clusters
  Score: Raw -222570.819823 + Penalty 2452.938047 = -220117.881776
  nChanged 52
		SP:Iteration 5Q (45678.670000 sec): 3 clusters
  Score: Raw -222609.145794 + Penalty 2452.938047 = -220156.207747
  nChanged 43
		SP:Iteration 6Q (45678.850000 sec): 3 clusters
  Score: Raw -222634.555626 + Penalty 2452.938047 = -220181.617579
  nChanged 38
		SP:Iteration 7Q (45679.030000 sec): 3 clusters
  Score: Raw -222661.565575 + Penalty 2452.938047 = -220208.627528
  nChanged 29
		SP:Iteration 8Q (45679.150000 sec): 3 clusters
  Score: Raw -222679.899456 + Penalty 2452.938047 = -220226.961409
  nChanged 19
		SP:Iteration 9Q (45679.400000 sec): 3 clusters
  Score: Raw -222692.282157 + Penalty 2452.938047 = -220239.344110
  nChanged 22
		SP:Iteration 10Q (45679.590000 sec): 3 clusters
  Score: Raw -222705.091157 + Penalty 2452.938047 = -220252.153110
  nChanged 15
		SP:Iteration 11Q (45679.730000 sec): 3 clusters
  Score: Raw -222715.176763 + Penalty 2452.938047 = -220262.238716
  nChanged 15
		SP:Iteration 12Q (45679.920000 sec): 3 clusters
  Score: Raw -222723.270215 + Penalty 2452.938047 = -220270.332169
  nChanged 10
		SP:Iteration 13Q (45680.040000 sec): 3 clusters
  Score: Raw -222727.481070 + Penalty 2452.938047 = -220274.543023
  nChanged 5
		SP:Iteration 14Q (45680.180000 sec): 3 clusters
  Score: Raw -222729.010753 + Penalty 2452.938047 = -220276.072706
  nChanged 6
		SP:Iteration 15Q (45680.320000 sec): 3 clusters
  Score: Raw -222731.167028 + Penalty 2452.938047 = -220278.228981
  nChanged 1
		SP:Iteration 16Q (45680.550000 sec): 3 clusters
  Score: Raw -222731.304002 + Penalty 2452.938047 = -220278.365955
  nChanged 1
		SP:Iteration 17Q (45680.680000 sec): 3 clusters
  Score: Raw -222732.190644 + Penalty 2452.938047 = -220279.252598
  nChanged 1
		SP:Iteration 18Q (45680.820000 sec): 3 clusters
  Score: Raw -222733.273369 + Penalty 2452.938047 = -220280.335322
  nChanged 3
		SP:Iteration 19Q (45680.990000 sec): 3 clusters
  Score: Raw -222734.152113 + Penalty 2452.938047 = -220281.214066
  nChanged 0
		SP:Iteration 20F (45681.150000 sec): 3 clusters
  Score: Raw -222734.152113 + Penalty 2452.938047 = -220281.214066
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 34 (18679 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (45681.370000 sec): 2 clusters
  Score: Raw -2256838.937171 + Penalty 1598.212716 = -2255240.724454
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (45681.690000 sec): 3 clusters
  Score: Raw -2245708.370140 + Penalty 3196.425433 = -2242511.944707
  nChanged 8382
		SP:Iteration 1F (45682.010000 sec): 3 clusters
  Score: Raw -2250789.114842 + Penalty 3196.425433 = -2247592.689410
  nChanged 1120
		SP:Iteration 2F (45682.240000 sec): 3 clusters
  Score: Raw -2251333.904856 + Penalty 3196.425433 = -2248137.479424
  nChanged 1015
		SP:Iteration 3F (45682.490000 sec): 3 clusters
  Score: Raw -2251827.633168 + Penalty 3196.425433 = -2248631.207736
  nChanged 986
		SP:Iteration 4F (45682.820000 sec): 3 clusters
  Score: Raw -2252300.087687 + Penalty 3196.425433 = -2249103.662254
  nChanged 942
		SP:Iteration 5F (45683.150000 sec): 3 clusters
  Score: Raw -2252801.547944 + Penalty 3196.425433 = -2249605.122511
  nChanged 970
		SP:Iteration 6F (45683.430000 sec): 3 clusters
  Score: Raw -2253346.005115 + Penalty 3196.425433 = -2250149.579682
  nChanged 905
		SP:Iteration 7Q (45683.700000 sec): 3 clusters
  Score: Raw -2253885.673028 + Penalty 3196.425433 = -2250689.247596
  nChanged 897
		SP:Iteration 8Q (45683.990000 sec): 3 clusters
  Score: Raw -2254465.633525 + Penalty 3196.425433 = -2251269.208092
  nChanged 867
		SP:Iteration 9Q (45684.270000 sec): 3 clusters
  Score: Raw -2255068.783328 + Penalty 3196.425433 = -2251872.357896
  nChanged 754
		SP:Iteration 10Q (45684.600000 sec): 3 clusters
  Score: Raw -2255592.050058 + Penalty 3196.425433 = -2252395.624626
  nChanged 618
		SP:Iteration 11Q (45684.910000 sec): 3 clusters
  Score: Raw -2256041.863899 + Penalty 3196.425433 = -2252845.438467
  nChanged 430
		SP:Iteration 12Q (45685.160000 sec): 3 clusters
  Score: Raw -2256371.057283 + Penalty 3196.425433 = -2253174.631851
  nChanged 312
		SP:Iteration 13Q (45685.470000 sec): 3 clusters
  Score: Raw -2256624.378325 + Penalty 3196.425433 = -2253427.952892
  nChanged 223
		SP:Iteration 14Q (45685.740000 sec): 3 clusters
  Score: Raw -2256814.558853 + Penalty 3196.425433 = -2253618.133420
  nChanged 127
		SP:Iteration 15Q (45686.020000 sec): 3 clusters
  Score: Raw -2256912.791102 + Penalty 3196.425433 = -2253716.365669
  nChanged 80
		SP:Iteration 16Q (45686.300000 sec): 3 clusters
  Score: Raw -2256970.662081 + Penalty 3196.425433 = -2253774.236648
  nChanged 61
		SP:Iteration 17Q (45686.580000 sec): 3 clusters
  Score: Raw -2257015.495820 + Penalty 3196.425433 = -2253819.070388
  nChanged 38
		SP:Iteration 18Q (45686.810000 sec): 3 clusters
  Score: Raw -2257049.796619 + Penalty 3196.425433 = -2253853.371186
  nChanged 43
		SP:Iteration 19Q (45687.140000 sec): 3 clusters
  Score: Raw -2257083.843008 + Penalty 3196.425433 = -2253887.417575
  nChanged 28
		SP:Iteration 20F (45687.420000 sec): 3 clusters
  Score: Raw -2257108.433378 + Penalty 3196.425433 = -2253912.007945
  nChanged 19
		SP:Iteration 21Q (45687.680000 sec): 3 clusters
  Score: Raw -2257126.532755 + Penalty 3196.425433 = -2253930.107323
  nChanged 9
		SP:Iteration 22Q (45687.910000 sec): 3 clusters
  Score: Raw -2257134.370822 + Penalty 3196.425433 = -2253937.945390
  nChanged 7
		SP:Iteration 23Q (45688.160000 sec): 3 clusters
  Score: Raw -2257140.232639 + Penalty 3196.425433 = -2253943.807207
  nChanged 2
		SP:Iteration 24Q (45688.370000 sec): 3 clusters
  Score: Raw -2257141.702861 + Penalty 3196.425433 = -2253945.277428
  nChanged 3
		SP:Iteration 25Q (45688.650000 sec): 3 clusters
  Score: Raw -2257143.904917 + Penalty 3196.425433 = -2253947.479484
  nChanged 5
		SP:Iteration 26Q (45688.930000 sec): 3 clusters
  Score: Raw -2257148.045444 + Penalty 3196.425433 = -2253951.620011
  nChanged 6
		SP:Iteration 27Q (45689.210000 sec): 3 clusters
  Score: Raw -2257150.949285 + Penalty 3196.425433 = -2253954.523852
  nChanged 4
		SP:Iteration 28Q (45689.420000 sec): 3 clusters
  Score: Raw -2257152.380959 + Penalty 3196.425433 = -2253955.955526
  nChanged 1
		SP:Iteration 29Q (45689.710000 sec): 3 clusters
  Score: Raw -2257152.822909 + Penalty 3196.425433 = -2253956.397476
  nChanged 1
		SP:Iteration 30Q (45689.920000 sec): 3 clusters
  Score: Raw -2257153.474580 + Penalty 3196.425433 = -2253957.049148
  nChanged 1
		SP:Iteration 31Q (45690.190000 sec): 3 clusters
  Score: Raw -2257153.817598 + Penalty 3196.425433 = -2253957.392166
  nChanged 1
		SP:Iteration 32Q (45690.430000 sec): 3 clusters
  Score: Raw -2257154.803024 + Penalty 3196.425433 = -2253958.377591
  nChanged 2
		SP:Iteration 33Q (45690.770000 sec): 3 clusters
  Score: Raw -2257155.520742 + Penalty 3196.425433 = -2253959.095309
  nChanged 1
		SP:Iteration 34Q (45691.030000 sec): 3 clusters
  Score: Raw -2257156.751885 + Penalty 3196.425433 = -2253960.326452
  nChanged 0
		SP:Iteration 35F (45691.330000 sec): 3 clusters
  Score: Raw -2257156.751885 + Penalty 3196.425433 = -2253960.326452
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 35 (1165 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (45691.470000 sec): 2 clusters
  Score: Raw -138230.862594 + Penalty 1147.327409 = -137083.535184
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (45691.690000 sec): 3 clusters
  Score: Raw -137873.575092 + Penalty 2294.654819 = -135578.920274
  nChanged 371
		SP:Iteration 1F (45691.870000 sec): 3 clusters
  Score: Raw -138229.002071 + Penalty 2294.654819 = -135934.347252
  nChanged 96
		SP:Iteration 2F (45692.060000 sec): 3 clusters
  Score: Raw -138321.567891 + Penalty 2294.654819 = -136026.913072
  nChanged 54
		SP:Iteration 3Q (45692.220000 sec): 3 clusters
  Score: Raw -138364.044625 + Penalty 2294.654819 = -136069.389806
  nChanged 28
		SP:Iteration 4Q (45692.390000 sec): 3 clusters
  Score: Raw -138387.801108 + Penalty 2294.654819 = -136093.146289
  nChanged 23
		SP:Iteration 5Q (45692.580000 sec): 3 clusters
  Score: Raw -138410.899876 + Penalty 2294.654819 = -136116.245057
  nChanged 18
		SP:Iteration 6Q (45692.710000 sec): 3 clusters
  Score: Raw -138437.085741 + Penalty 2294.654819 = -136142.430922
  nChanged 18
		SP:Iteration 7Q (45692.870000 sec): 3 clusters
  Score: Raw -138469.123009 + Penalty 2294.654819 = -136174.468190
  nChanged 32
		SP:Iteration 8Q (45693.010000 sec): 3 clusters
  Score: Raw -138519.634572 + Penalty 2294.654819 = -136224.979753
  nChanged 23
		SP:Iteration 9Q (45693.170000 sec): 3 clusters
  Score: Raw -138549.072693 + Penalty 2294.654819 = -136254.417874
  nChanged 23
		SP:Iteration 10Q (45693.370000 sec): 3 clusters
  Score: Raw -138575.603587 + Penalty 2294.654819 = -136280.948768
  nChanged 23
		SP:Iteration 11Q (45693.550000 sec): 3 clusters
  Score: Raw -138602.309772 + Penalty 2294.654819 = -136307.654953
  nChanged 20
		SP:Iteration 12Q (45693.700000 sec): 3 clusters
  Score: Raw -138623.106691 + Penalty 2294.654819 = -136328.451872
  nChanged 16
		SP:Iteration 13Q (45693.850000 sec): 3 clusters
  Score: Raw -138644.401488 + Penalty 2294.654819 = -136349.746669
  nChanged 20
		SP:Iteration 14Q (45694.050000 sec): 3 clusters
  Score: Raw -138661.524686 + Penalty 2294.654819 = -136366.869867
  nChanged 10
		SP:Iteration 15Q (45694.290000 sec): 3 clusters
  Score: Raw -138670.970793 + Penalty 2294.654819 = -136376.315974
  nChanged 12
		SP:Iteration 16Q (45694.420000 sec): 3 clusters
  Score: Raw -138678.377321 + Penalty 2294.654819 = -136383.722502
  nChanged 6
		SP:Iteration 17Q (45694.580000 sec): 3 clusters
  Score: Raw -138683.812724 + Penalty 2294.654819 = -136389.157905
  nChanged 7
		SP:Iteration 18Q (45694.760000 sec): 3 clusters
  Score: Raw -138689.574337 + Penalty 2294.654819 = -136394.919518
  nChanged 8
		SP:Iteration 19Q (45694.900000 sec): 3 clusters
  Score: Raw -138695.495428 + Penalty 2294.654819 = -136400.840609
  nChanged 9
		SP:Iteration 20F (45695.030000 sec): 3 clusters
  Score: Raw -138704.734507 + Penalty 2294.654819 = -136410.079688
  nChanged 3
		SP:Iteration 21Q (45695.160000 sec): 3 clusters
  Score: Raw -138706.568663 + Penalty 2294.654819 = -136411.913844
  nChanged 0
		SP:Iteration 22F (45695.320000 sec): 3 clusters
  Score: Raw -138706.568663 + Penalty 2294.654819 = -136411.913844
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 36 (692 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (45695.390000 sec): 2 clusters
  Score: Raw -81616.610141 + Penalty 1062.682718 = -80553.927423
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (45695.600000 sec): 3 clusters
  Score: Raw -81473.201083 + Penalty 2125.365436 = -79347.835648
  nChanged 175
		SP:Iteration 1F (45695.730000 sec): 3 clusters
  Score: Raw -81654.129353 + Penalty 2125.365436 = -79528.763918
  nChanged 48
		SP:Iteration 2F (45695.890000 sec): 3 clusters
  Score: Raw -81721.429903 + Penalty 2125.365436 = -79596.064467
  nChanged 21
		SP:Iteration 3Q (45696.070000 sec): 3 clusters
  Score: Raw -81743.271383 + Penalty 2125.365436 = -79617.905947
  nChanged 7
		SP:Iteration 4Q (45696.200000 sec): 3 clusters
  Score: Raw -81749.749773 + Penalty 2125.365436 = -79624.384338
  nChanged 3
		SP:Iteration 5Q (45696.330000 sec): 3 clusters
  Score: Raw -81752.147247 + Penalty 2125.365436 = -79626.781811
  nChanged 1
		SP:Iteration 6Q (45696.510000 sec): 3 clusters
  Score: Raw -81753.242028 + Penalty 2125.365436 = -79627.876592
  nChanged 1
		SP:Iteration 7Q (45696.690000 sec): 3 clusters
  Score: Raw -81753.872504 + Penalty 2125.365436 = -79628.507069
  nChanged 0
		SP:Iteration 8F (45696.840000 sec): 3 clusters
  Score: Raw -81753.872504 + Penalty 2125.365436 = -79628.507069
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 37 (1841 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (45696.970000 sec): 2 clusters
  Score: Raw -236338.479131 + Penalty 1221.685429 = -235116.793702
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (45697.070000 sec): 3 clusters
  Score: Raw -235562.074448 + Penalty 2443.370859 = -233118.703589
  nChanged 633
		SP:Iteration 1F (45697.210000 sec): 3 clusters
  Score: Raw -236018.627381 + Penalty 2443.370859 = -233575.256523
  nChanged 156
		SP:Iteration 2F (45697.340000 sec): 3 clusters
  Score: Raw -236156.110251 + Penalty 2443.370859 = -233712.739393
  nChanged 94
		SP:Iteration 3F (45697.510000 sec): 3 clusters
  Score: Raw -236224.773161 + Penalty 2443.370859 = -233781.402302
  nChanged 54
		SP:Iteration 4Q (45697.730000 sec): 3 clusters
  Score: Raw -236268.980452 + Penalty 2443.370859 = -233825.609593
  nChanged 36
		SP:Iteration 5Q (45697.910000 sec): 3 clusters
  Score: Raw -236293.421386 + Penalty 2443.370859 = -233850.050527
  nChanged 27
		SP:Iteration 6Q (45698.040000 sec): 3 clusters
  Score: Raw -236308.836138 + Penalty 2443.370859 = -233865.465279
  nChanged 21
		SP:Iteration 7Q (45698.180000 sec): 3 clusters
  Score: Raw -236320.248959 + Penalty 2443.370859 = -233876.878100
  nChanged 25
		SP:Iteration 8Q (45698.330000 sec): 3 clusters
  Score: Raw -236343.236110 + Penalty 2443.370859 = -233899.865251
  nChanged 38
		SP:Iteration 9Q (45698.470000 sec): 3 clusters
  Score: Raw -236374.414309 + Penalty 2443.370859 = -233931.043450
  nChanged 44
		SP:Iteration 10Q (45698.610000 sec): 3 clusters
  Score: Raw -236411.130436 + Penalty 2443.370859 = -233967.759577
  nChanged 54
		SP:Iteration 11Q (45698.760000 sec): 3 clusters
  Score: Raw -236449.095259 + Penalty 2443.370859 = -234005.724400
  nChanged 47
		SP:Iteration 12Q (45698.900000 sec): 3 clusters
  Score: Raw -236484.095674 + Penalty 2443.370859 = -234040.724815
  nChanged 52
		SP:Iteration 13Q (45699.050000 sec): 3 clusters
  Score: Raw -236527.193070 + Penalty 2443.370859 = -234083.822212
  nChanged 49
		SP:Iteration 14Q (45699.190000 sec): 3 clusters
  Score: Raw -236571.294296 + Penalty 2443.370859 = -234127.923438
  nChanged 41
		SP:Iteration 15Q (45699.330000 sec): 3 clusters
  Score: Raw -236602.422473 + Penalty 2443.370859 = -234159.051614
  nChanged 38
		SP:Iteration 16Q (45699.480000 sec): 3 clusters
  Score: Raw -236630.898893 + Penalty 2443.370859 = -234187.528034
  nChanged 37
		SP:Iteration 17Q (45699.620000 sec): 3 clusters
  Score: Raw -236659.336984 + Penalty 2443.370859 = -234215.966125
  nChanged 28
		SP:Iteration 18Q (45699.770000 sec): 3 clusters
  Score: Raw -236676.968678 + Penalty 2443.370859 = -234233.597819
  nChanged 24
		SP:Iteration 19Q (45699.910000 sec): 3 clusters
  Score: Raw -236693.786493 + Penalty 2443.370859 = -234250.415635
  nChanged 19
		SP:Iteration 20F (45700.050000 sec): 3 clusters
  Score: Raw -236703.069726 + Penalty 2443.370859 = -234259.698867
  nChanged 8
		SP:Iteration 21Q (45700.200000 sec): 3 clusters
  Score: Raw -236709.269975 + Penalty 2443.370859 = -234265.899116
  nChanged 8
		SP:Iteration 22Q (45700.340000 sec): 3 clusters
  Score: Raw -236719.517032 + Penalty 2443.370859 = -234276.146173
  nChanged 10
		SP:Iteration 23Q (45700.480000 sec): 3 clusters
  Score: Raw -236726.237545 + Penalty 2443.370859 = -234282.866686
  nChanged 11
		SP:Iteration 24Q (45700.630000 sec): 3 clusters
  Score: Raw -236733.313223 + Penalty 2443.370859 = -234289.942364
  nChanged 9
		SP:Iteration 25Q (45700.770000 sec): 3 clusters
  Score: Raw -236739.780532 + Penalty 2443.370859 = -234296.409673
  nChanged 9
		SP:Iteration 26Q (45700.910000 sec): 3 clusters
  Score: Raw -236747.927049 + Penalty 2443.370859 = -234304.556190
  nChanged 10
		SP:Iteration 27Q (45701.060000 sec): 3 clusters
  Score: Raw -236754.458022 + Penalty 2443.370859 = -234311.087163
  nChanged 9
		SP:Iteration 28Q (45701.220000 sec): 3 clusters
  Score: Raw -236759.924283 + Penalty 2443.370859 = -234316.553424
  nChanged 6
		SP:Iteration 29Q (45701.380000 sec): 3 clusters
  Score: Raw -236763.549789 + Penalty 2443.370859 = -234320.178930
  nChanged 3
		SP:Iteration 30Q (45701.540000 sec): 3 clusters
  Score: Raw -236764.953836 + Penalty 2443.370859 = -234321.582977
  nChanged 2
		SP:Iteration 31Q (45701.700000 sec): 3 clusters
  Score: Raw -236765.491398 + Penalty 2443.370859 = -234322.120539
  nChanged 2
		SP:Iteration 32Q (45701.860000 sec): 3 clusters
  Score: Raw -236766.222295 + Penalty 2443.370859 = -234322.851436
  nChanged 1
		SP:Iteration 33Q (45702.020000 sec): 3 clusters
  Score: Raw -236767.347404 + Penalty 2443.370859 = -234323.976545
  nChanged 3
		SP:Iteration 34Q (45702.180000 sec): 3 clusters
  Score: Raw -236769.127807 + Penalty 2443.370859 = -234325.756948
  nChanged 0
		SP:Iteration 35F (45702.350000 sec): 3 clusters
  Score: Raw -236769.127807 + Penalty 2443.370859 = -234325.756948
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 38 (240 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (45702.420000 sec): 2 clusters
  Score: Raw -22724.810688 + Penalty 890.603825 = -21834.206863
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (45702.590000 sec): 3 clusters
  Score: Raw -22927.193494 + Penalty 1781.207650 = -21145.985844
  nChanged 36
		SP:Iteration 1F (45702.750000 sec): 3 clusters
  Score: Raw -23042.825280 + Penalty 1781.207650 = -21261.617630
  nChanged 14
		SP:Iteration 2F (45702.910000 sec): 3 clusters
  Score: Raw -23097.951742 + Penalty 1781.207650 = -21316.744092
  nChanged 11
		SP:Iteration 3Q (45703.070000 sec): 3 clusters
  Score: Raw -23158.536828 + Penalty 1781.207650 = -21377.329178
  nChanged 6
		SP:Iteration 4Q (45703.240000 sec): 3 clusters
  Score: Raw -23190.280682 + Penalty 1781.207650 = -21409.073032
  nChanged 4
		SP:Iteration 5Q (45703.390000 sec): 3 clusters
  Score: Raw -23211.931117 + Penalty 1781.207650 = -21430.723467
  nChanged 1
		SP:Iteration 6Q (45703.550000 sec): 3 clusters
  Score: Raw -23216.396996 + Penalty 1781.207650 = -21435.189345
  nChanged 1
		SP:Iteration 7Q (45703.710000 sec): 3 clusters
  Score: Raw -23219.067322 + Penalty 1781.207650 = -21437.859672
  nChanged 1
		SP:Iteration 8Q (45703.870000 sec): 3 clusters
  Score: Raw -23221.464498 + Penalty 1781.207650 = -21440.256848
  nChanged 1
		SP:Iteration 9Q (45704.030000 sec): 3 clusters
  Score: Raw -23225.000281 + Penalty 1781.207650 = -21443.792631
  nChanged 0
		SP:Iteration 10F (45704.190000 sec): 3 clusters
  Score: Raw -23225.000281 + Penalty 1781.207650 = -21443.792631
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 39 (8894 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (45704.330000 sec): 2 clusters
  Score: Raw -1021133.400645 + Penalty 1477.633978 = -1019655.766667
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (45704.510000 sec): 3 clusters
  Score: Raw -1016111.214730 + Penalty 2955.267956 = -1013155.946774
  nChanged 3828
		SP:Iteration 1F (45704.720000 sec): 3 clusters
  Score: Raw -1018368.232041 + Penalty 2955.267956 = -1015412.964085
  nChanged 692
		SP:Iteration 2F (45704.890000 sec): 3 clusters
  Score: Raw -1018888.112197 + Penalty 2955.267956 = -1015932.844241
  nChanged 653
		SP:Iteration 3F (45705.070000 sec): 3 clusters
  Score: Raw -1019377.531715 + Penalty 2955.267956 = -1016422.263760
  nChanged 585
		SP:Iteration 4F (45705.240000 sec): 3 clusters
  Score: Raw -1019839.698152 + Penalty 2955.267956 = -1016884.430196
  nChanged 547
		SP:Iteration 5F (45705.430000 sec): 3 clusters
  Score: Raw -1020228.850089 + Penalty 2955.267956 = -1017273.582133
  nChanged 457
		SP:Iteration 6F (45705.670000 sec): 3 clusters
  Score: Raw -1020460.960193 + Penalty 2955.267956 = -1017505.692238
  nChanged 345
		SP:Iteration 7Q (45705.910000 sec): 3 clusters
  Score: Raw -1020623.540604 + Penalty 2955.267956 = -1017668.272648
  nChanged 269
		SP:Iteration 8Q (45706.140000 sec): 3 clusters
  Score: Raw -1020745.911044 + Penalty 2955.267956 = -1017790.643088
  nChanged 241
		SP:Iteration 9Q (45706.440000 sec): 3 clusters
  Score: Raw -1020850.678701 + Penalty 2955.267956 = -1017895.410745
  nChanged 214
		SP:Iteration 10Q (45706.650000 sec): 3 clusters
  Score: Raw -1020951.146629 + Penalty 2955.267956 = -1017995.878673
  nChanged 212
		SP:Iteration 11Q (45706.840000 sec): 3 clusters
  Score: Raw -1021064.518350 + Penalty 2955.267956 = -1018109.250395
  nChanged 205
		SP:Iteration 12Q (45707.060000 sec): 3 clusters
  Score: Raw -1021185.667311 + Penalty 2955.267956 = -1018230.399356
  nChanged 203
		SP:Iteration 13Q (45707.310000 sec): 3 clusters
  Score: Raw -1021304.094669 + Penalty 2955.267956 = -1018348.826714
  nChanged 191
		SP:Iteration 14Q (45707.530000 sec): 3 clusters
  Score: Raw -1021409.733831 + Penalty 2955.267956 = -1018454.465875
  nChanged 173
		SP:Iteration 15Q (45707.740000 sec): 3 clusters
  Score: Raw -1021500.743839 + Penalty 2955.267956 = -1018545.475883
  nChanged 147
		SP:Iteration 16Q (45707.960000 sec): 3 clusters
  Score: Raw -1021571.850422 + Penalty 2955.267956 = -1018616.582466
  nChanged 130
		SP:Iteration 17Q (45708.220000 sec): 3 clusters
  Score: Raw -1021640.267268 + Penalty 2955.267956 = -1018684.999313
  nChanged 126
		SP:Iteration 18Q (45708.470000 sec): 3 clusters
  Score: Raw -1021713.082109 + Penalty 2955.267956 = -1018757.814154
  nChanged 107
		SP:Iteration 19Q (45708.700000 sec): 3 clusters
  Score: Raw -1021776.108142 + Penalty 2955.267956 = -1018820.840187
  nChanged 103
		SP:Iteration 20F (45708.930000 sec): 3 clusters
  Score: Raw -1021834.172609 + Penalty 2955.267956 = -1018878.904653
  nChanged 100
		SP:Iteration 21Q (45709.090000 sec): 3 clusters
  Score: Raw -1021887.390553 + Penalty 2955.267956 = -1018932.122598
  nChanged 99
		SP:Iteration 22Q (45709.340000 sec): 3 clusters
  Score: Raw -1021924.908386 + Penalty 2955.267956 = -1018969.640430
  nChanged 70
		SP:Iteration 23Q (45709.600000 sec): 3 clusters
  Score: Raw -1021951.370298 + Penalty 2955.267956 = -1018996.102343
  nChanged 65
		SP:Iteration 24Q (45709.840000 sec): 3 clusters
  Score: Raw -1021971.949179 + Penalty 2955.267956 = -1019016.681224
  nChanged 65
		SP:Iteration 25Q (45710.080000 sec): 3 clusters
  Score: Raw -1021996.310844 + Penalty 2955.267956 = -1019041.042888
  nChanged 64
		SP:Iteration 26Q (45710.300000 sec): 3 clusters
  Score: Raw -1022023.785144 + Penalty 2955.267956 = -1019068.517189
  nChanged 69
		SP:Iteration 27Q (45710.550000 sec): 3 clusters
  Score: Raw -1022047.395144 + Penalty 2955.267956 = -1019092.127188
  nChanged 51
		SP:Iteration 28Q (45710.750000 sec): 3 clusters
  Score: Raw -1022064.443970 + Penalty 2955.267956 = -1019109.176015
  nChanged 42
		SP:Iteration 29Q (45710.940000 sec): 3 clusters
  Score: Raw -1022079.151256 + Penalty 2955.267956 = -1019123.883300
  nChanged 40
		SP:Iteration 30Q (45711.160000 sec): 3 clusters
  Score: Raw -1022100.047336 + Penalty 2955.267956 = -1019144.779380
  nChanged 50
		SP:Iteration 31Q (45711.380000 sec): 3 clusters
  Score: Raw -1022129.487559 + Penalty 2955.267956 = -1019174.219603
  nChanged 60
		SP:Iteration 32Q (45711.550000 sec): 3 clusters
  Score: Raw -1022158.123146 + Penalty 2955.267956 = -1019202.855190
  nChanged 49
		SP:Iteration 33Q (45711.750000 sec): 3 clusters
  Score: Raw -1022177.517096 + Penalty 2955.267956 = -1019222.249140
  nChanged 42
		SP:Iteration 34Q (45711.930000 sec): 3 clusters
  Score: Raw -1022192.496957 + Penalty 2955.267956 = -1019237.229001
  nChanged 39
		SP:Iteration 35Q (45712.110000 sec): 3 clusters
  Score: Raw -1022206.312352 + Penalty 2955.267956 = -1019251.044396
  nChanged 48
		SP:Iteration 36Q (45712.310000 sec): 3 clusters
  Score: Raw -1022223.732346 + Penalty 2955.267956 = -1019268.464390
  nChanged 40
		SP:Iteration 37Q (45712.530000 sec): 3 clusters
  Score: Raw -1022235.293681 + Penalty 2955.267956 = -1019280.025725
  nChanged 28
		SP:Iteration 38Q (45712.730000 sec): 3 clusters
  Score: Raw -1022244.268863 + Penalty 2955.267956 = -1019289.000908
  nChanged 30
		SP:Iteration 39Q (45712.960000 sec): 3 clusters
  Score: Raw -1022252.939054 + Penalty 2955.267956 = -1019297.671098
  nChanged 23
		SP:Iteration 40F (45713.150000 sec): 3 clusters
  Score: Raw -1022260.409420 + Penalty 2955.267956 = -1019305.141464
  nChanged 29
		SP:Iteration 41Q (45713.370000 sec): 3 clusters
  Score: Raw -1022266.937403 + Penalty 2955.267956 = -1019311.669448
  nChanged 19
		SP:Iteration 42Q (45713.590000 sec): 3 clusters
  Score: Raw -1022271.012016 + Penalty 2955.267956 = -1019315.744060
  nChanged 22
		SP:Iteration 43Q (45713.730000 sec): 3 clusters
  Score: Raw -1022275.291430 + Penalty 2955.267956 = -1019320.023475
  nChanged 15
		SP:Iteration 44Q (45713.960000 sec): 3 clusters
  Score: Raw -1022278.540002 + Penalty 2955.267956 = -1019323.272047
  nChanged 16
		SP:Iteration 45Q (45714.220000 sec): 3 clusters
  Score: Raw -1022281.645390 + Penalty 2955.267956 = -1019326.377435
  nChanged 9
		SP:Iteration 46Q (45714.410000 sec): 3 clusters
  Score: Raw -1022284.197421 + Penalty 2955.267956 = -1019328.929465
  nChanged 10
		SP:Iteration 47Q (45714.620000 sec): 3 clusters
  Score: Raw -1022287.512009 + Penalty 2955.267956 = -1019332.244053
  nChanged 10
		SP:Iteration 48Q (45714.890000 sec): 3 clusters
  Score: Raw -1022288.873367 + Penalty 2955.267956 = -1019333.605411
  nChanged 5
		SP:Iteration 49Q (45715.060000 sec): 3 clusters
  Score: Raw -1022289.797117 + Penalty 2955.267956 = -1019334.529161
  nChanged 2
		SP:Iteration 50Q (45715.270000 sec): 3 clusters
  Score: Raw -1022290.277531 + Penalty 2955.267956 = -1019335.009575
  nChanged 6
		SP:Iteration 51Q (45715.500000 sec): 3 clusters
  Score: Raw -1022290.936571 + Penalty 2955.267956 = -1019335.668615
  nChanged 2
		SP:Iteration 52Q (45715.690000 sec): 3 clusters
  Score: Raw -1022291.129419 + Penalty 2955.267956 = -1019335.861463
  nChanged 0
		SP:Iteration 53F (45715.900000 sec): 3 clusters
  Score: Raw -1022291.129419 + Penalty 2955.267956 = -1019335.861463
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 40 (201 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (45715.980000 sec): 2 clusters
  Score: Raw -16981.915518 + Penalty 861.787048 = -16120.128471
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (45716.130000 sec): 3 clusters
  Score: Raw -17094.173278 + Penalty 1723.574095 = -15370.599182
  nChanged 30
		SP:Iteration 1F (45716.240000 sec): 3 clusters
  Score: Raw -17197.129430 + Penalty 1723.574095 = -15473.555334
  nChanged 8
		SP:Iteration 2Q (45716.370000 sec): 3 clusters
  Score: Raw -17227.680089 + Penalty 1723.574095 = -15504.105994
  nChanged 7
		SP:Iteration 3Q (45716.510000 sec): 3 clusters
  Score: Raw -17249.964532 + Penalty 1723.574095 = -15526.390437
  nChanged 5
		SP:Iteration 4Q (45716.680000 sec): 3 clusters
  Score: Raw -17275.760070 + Penalty 1723.574095 = -15552.185975
  nChanged 5
		SP:Iteration 5Q (45716.850000 sec): 3 clusters
  Score: Raw -17292.721045 + Penalty 1723.574095 = -15569.146950
  nChanged 6
		SP:Iteration 6Q (45717.070000 sec): 3 clusters
  Score: Raw -17324.067679 + Penalty 1723.574095 = -15600.493584
  nChanged 6
		SP:Iteration 7Q (45717.200000 sec): 3 clusters
  Score: Raw -17361.656745 + Penalty 1723.574095 = -15638.082650
  nChanged 6
		SP:Iteration 8Q (45717.330000 sec): 3 clusters
  Score: Raw -17397.363140 + Penalty 1723.574095 = -15673.789045
  nChanged 3
		SP:Iteration 9Q (45717.540000 sec): 3 clusters
  Score: Raw -17416.687982 + Penalty 1723.574095 = -15693.113887
  nChanged 2
		SP:Iteration 10Q (45717.630000 sec): 3 clusters
  Score: Raw -17440.332690 + Penalty 1723.574095 = -15716.758595
  nChanged 2
		SP:Iteration 11Q (45717.870000 sec): 3 clusters
  Score: Raw -17452.476376 + Penalty 1723.574095 = -15728.902280
  nChanged 2
		SP:Iteration 12Q (45718.060000 sec): 3 clusters
  Score: Raw -17488.110458 + Penalty 1723.574095 = -15764.536363
  nChanged 2
		SP:Iteration 13Q (45718.280000 sec): 3 clusters
  Score: Raw -17510.384534 + Penalty 1723.574095 = -15786.810439
  nChanged 1
		SP:Iteration 14Q (45718.410000 sec): 3 clusters
  Score: Raw -17550.022432 + Penalty 1723.574095 = -15826.448337
  nChanged 2
		SP:Iteration 15Q (45718.620000 sec): 3 clusters
  Score: Raw -17568.029969 + Penalty 1723.574095 = -15844.455874
  nChanged 1
		SP:Iteration 16Q (45718.810000 sec): 3 clusters
  Score: Raw -17651.884075 + Penalty 1723.574095 = -15928.309980
  nChanged 2
		SP:Iteration 17Q (45718.980000 sec): 3 clusters
  Score: Raw -17656.844068 + Penalty 1723.574095 = -15933.269972
  nChanged 0
		SP:Iteration 18F (45719.100000 sec): 3 clusters
  Score: Raw -17656.844068 + Penalty 1723.574095 = -15933.269972
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 41 (1025 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (45719.200000 sec): 2 clusters
  Score: Raw -127382.832955 + Penalty 1126.522782 = -126256.310172
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (45719.410000 sec): 3 clusters
  Score: Raw -127050.868748 + Penalty 2253.045565 = -124797.823183
  nChanged 297
		SP:Iteration 1F (45719.590000 sec): 3 clusters
  Score: Raw -127328.188394 + Penalty 2253.045565 = -125075.142829
  nChanged 70
		SP:Iteration 2F (45719.730000 sec): 3 clusters
  Score: Raw -127403.080728 + Penalty 2253.045565 = -125150.035163
  nChanged 43
		SP:Iteration 3Q (45719.850000 sec): 3 clusters
  Score: Raw -127444.492442 + Penalty 2253.045565 = -125191.446877
  nChanged 20
		SP:Iteration 4Q (45720.000000 sec): 3 clusters
  Score: Raw -127461.199674 + Penalty 2253.045565 = -125208.154109
  nChanged 16
		SP:Iteration 5Q (45720.160000 sec): 3 clusters
  Score: Raw -127473.815498 + Penalty 2253.045565 = -125220.769933
  nChanged 12
		SP:Iteration 6Q (45720.280000 sec): 3 clusters
  Score: Raw -127483.957873 + Penalty 2253.045565 = -125230.912308
  nChanged 5
		SP:Iteration 7Q (45720.470000 sec): 3 clusters
  Score: Raw -127487.099764 + Penalty 2253.045565 = -125234.054200
  nChanged 7
		SP:Iteration 8Q (45720.600000 sec): 3 clusters
  Score: Raw -127491.707219 + Penalty 2253.045565 = -125238.661655
  nChanged 3
		SP:Iteration 9Q (45720.720000 sec): 3 clusters
  Score: Raw -127494.919428 + Penalty 2253.045565 = -125241.873864
  nChanged 3
		SP:Iteration 10Q (45720.950000 sec): 3 clusters
  Score: Raw -127497.892937 + Penalty 2253.045565 = -125244.847372
  nChanged 2
		SP:Iteration 11Q (45721.070000 sec): 3 clusters
  Score: Raw -127499.192284 + Penalty 2253.045565 = -125246.146719
  nChanged 2
		SP:Iteration 12Q (45721.200000 sec): 3 clusters
  Score: Raw -127500.197734 + Penalty 2253.045565 = -125247.152169
  nChanged 1
		SP:Iteration 13Q (45721.380000 sec): 3 clusters
  Score: Raw -127500.899672 + Penalty 2253.045565 = -125247.854107
  nChanged 0
		SP:Iteration 14F (45721.490000 sec): 3 clusters
  Score: Raw -127500.899672 + Penalty 2253.045565 = -125247.854107
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 42 (423 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (45721.590000 sec): 2 clusters
  Score: Raw -45914.886167 + Penalty 982.697979 = -44932.188188
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (45721.860000 sec): 3 clusters
  Score: Raw -45942.100304 + Penalty 1965.395958 = -43976.704346
  nChanged 107
		SP:Iteration 1F (45721.990000 sec): 3 clusters
  Score: Raw -46168.734431 + Penalty 1965.395958 = -44203.338473
  nChanged 38
		SP:Iteration 2F (45722.090000 sec): 3 clusters
  Score: Raw -46281.914180 + Penalty 1965.395958 = -44316.518222
  nChanged 24
		SP:Iteration 3F (45722.180000 sec): 3 clusters
  Score: Raw -46363.304793 + Penalty 1965.395958 = -44397.908835
  nChanged 23
		SP:Iteration 4F (45722.370000 sec): 3 clusters
  Score: Raw -46470.127369 + Penalty 1965.395958 = -44504.731411
  nChanged 17
		SP:Iteration 5Q (45722.590000 sec): 3 clusters
  Score: Raw -46546.778124 + Penalty 1965.395958 = -44581.382166
  nChanged 7
		SP:Iteration 6Q (45722.800000 sec): 3 clusters
  Score: Raw -46579.653609 + Penalty 1965.395958 = -44614.257651
  nChanged 8
		SP:Iteration 7Q (45723.000000 sec): 3 clusters
  Score: Raw -46611.366154 + Penalty 1965.395958 = -44645.970196
  nChanged 3
		SP:Iteration 8Q (45723.230000 sec): 3 clusters
  Score: Raw -46622.000370 + Penalty 1965.395958 = -44656.604412
  nChanged 6
		SP:Iteration 9Q (45723.370000 sec): 3 clusters
  Score: Raw -46648.992743 + Penalty 1965.395958 = -44683.596785
  nChanged 7
		SP:Iteration 10Q (45723.570000 sec): 3 clusters
  Score: Raw -46668.216736 + Penalty 1965.395958 = -44702.820778
  nChanged 6
		SP:Iteration 11Q (45723.750000 sec): 3 clusters
  Score: Raw -46685.867020 + Penalty 1965.395958 = -44720.471062
  nChanged 7
		SP:Iteration 12Q (45723.860000 sec): 3 clusters
  Score: Raw -46705.095615 + Penalty 1965.395958 = -44739.699657
  nChanged 3
		SP:Iteration 13Q (45724.010000 sec): 3 clusters
  Score: Raw -46721.155923 + Penalty 1965.395958 = -44755.759965
  nChanged 3
		SP:Iteration 14Q (45724.190000 sec): 3 clusters
  Score: Raw -46728.990582 + Penalty 1965.395958 = -44763.594624
  nChanged 1
		SP:Iteration 15Q (45724.450000 sec): 3 clusters
  Score: Raw -46730.572811 + Penalty 1965.395958 = -44765.176853
  nChanged 0
		SP:Iteration 16F (45724.640000 sec): 3 clusters
  Score: Raw -46731.369178 + Penalty 1965.395958 = -44765.973220
  nChanged 1
		SP:Iteration 17Q (45724.860000 sec): 3 clusters
  Score: Raw -46742.055809 + Penalty 1965.395958 = -44776.659851
  nChanged 3
		SP:Iteration 18Q (45725.090000 sec): 3 clusters
  Score: Raw -46748.108254 + Penalty 1965.395958 = -44782.712295
  nChanged 4
		SP:Iteration 19Q (45725.220000 sec): 3 clusters
  Score: Raw -46755.606451 + Penalty 1965.395958 = -44790.210493
  nChanged 1
		SP:Iteration 20F (45725.420000 sec): 3 clusters
  Score: Raw -46760.716128 + Penalty 1965.395958 = -44795.320169
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 43 (3028 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (45725.530000 sec): 2 clusters
  Score: Raw -337849.775932 + Penalty 1302.544362 = -336547.231570
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (45725.690000 sec): 3 clusters
  Score: Raw -336438.594314 + Penalty 2605.088725 = -333833.505589
  nChanged 1159
		SP:Iteration 1F (45725.880000 sec): 3 clusters
  Score: Raw -337116.860890 + Penalty 2605.088725 = -334511.772165
  nChanged 238
		SP:Iteration 2F (45726.090000 sec): 3 clusters
  Score: Raw -337337.902545 + Penalty 2605.088725 = -334732.813820
  nChanged 219
		SP:Iteration 3F (45726.250000 sec): 3 clusters
  Score: Raw -337544.837771 + Penalty 2605.088725 = -334939.749047
  nChanged 182
		SP:Iteration 4F (45726.400000 sec): 3 clusters
  Score: Raw -337725.469528 + Penalty 2605.088725 = -335120.380804
  nChanged 168
		SP:Iteration 5F (45726.570000 sec): 3 clusters
  Score: Raw -337906.708301 + Penalty 2605.088725 = -335301.619576
  nChanged 169
		SP:Iteration 6F (45726.700000 sec): 3 clusters
  Score: Raw -338093.891083 + Penalty 2605.088725 = -335488.802359
  nChanged 156
		SP:Iteration 7F (45726.850000 sec): 3 clusters
  Score: Raw -338274.395833 + Penalty 2605.088725 = -335669.307108
  nChanged 145
		SP:Iteration 8Q (45727.020000 sec): 3 clusters
  Score: Raw -338424.220874 + Penalty 2605.088725 = -335819.132150
  nChanged 115
		SP:Iteration 9Q (45727.160000 sec): 3 clusters
  Score: Raw -338531.826755 + Penalty 2605.088725 = -335926.738030
  nChanged 83
		SP:Iteration 10Q (45727.280000 sec): 3 clusters
  Score: Raw -338596.586249 + Penalty 2605.088725 = -335991.497525
  nChanged 53
		SP:Iteration 11Q (45727.430000 sec): 3 clusters
  Score: Raw -338632.155018 + Penalty 2605.088725 = -336027.066294
  nChanged 34
		SP:Iteration 12Q (45727.600000 sec): 3 clusters
  Score: Raw -338648.618591 + Penalty 2605.088725 = -336043.529866
  nChanged 29
		SP:Iteration 13Q (45727.740000 sec): 3 clusters
  Score: Raw -338660.313474 + Penalty 2605.088725 = -336055.224749
  nChanged 14
		SP:Iteration 14Q (45727.880000 sec): 3 clusters
  Score: Raw -338668.142872 + Penalty 2605.088725 = -336063.054148
  nChanged 17
		SP:Iteration 15Q (45728.020000 sec): 3 clusters
  Score: Raw -338675.235530 + Penalty 2605.088725 = -336070.146805
  nChanged 12
		SP:Iteration 16Q (45728.180000 sec): 3 clusters
  Score: Raw -338679.157271 + Penalty 2605.088725 = -336074.068546
  nChanged 6
		SP:Iteration 17Q (45728.330000 sec): 3 clusters
  Score: Raw -338679.985791 + Penalty 2605.088725 = -336074.897067
  nChanged 2
		SP:Iteration 18Q (45728.460000 sec): 3 clusters
  Score: Raw -338680.414920 + Penalty 2605.088725 = -336075.326195
  nChanged 2
		SP:Iteration 19Q (45728.600000 sec): 3 clusters
  Score: Raw -338680.626307 + Penalty 2605.088725 = -336075.537582
  nChanged 0
		SP:Iteration 20F (45728.750000 sec): 3 clusters
  Score: Raw -338680.626307 + Penalty 2605.088725 = -336075.537582
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 44 (546 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (45728.800000 sec): 2 clusters
  Score: Raw -60142.558543 + Penalty 1024.175584 = -59118.382959
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (45728.980000 sec): 3 clusters
  Score: Raw -60059.413402 + Penalty 2048.351167 = -58011.062235
  nChanged 146
		SP:Iteration 1F (45729.140000 sec): 3 clusters
  Score: Raw -60264.938223 + Penalty 2048.351167 = -58216.587055
  nChanged 38
		SP:Iteration 2F (45729.350000 sec): 3 clusters
  Score: Raw -60353.138706 + Penalty 2048.351167 = -58304.787539
  nChanged 25
		SP:Iteration 3Q (45729.540000 sec): 3 clusters
  Score: Raw -60382.809294 + Penalty 2048.351167 = -58334.458127
  nChanged 6
		SP:Iteration 4Q (45729.640000 sec): 3 clusters
  Score: Raw -60396.752999 + Penalty 2048.351167 = -58348.401831
  nChanged 4
		SP:Iteration 5Q (45729.960000 sec): 3 clusters
  Score: Raw -60404.045523 + Penalty 2048.351167 = -58355.694356
  nChanged 6
		SP:Iteration 6Q (45730.170000 sec): 3 clusters
  Score: Raw -60412.687050 + Penalty 2048.351167 = -58364.335883
  nChanged 6
		SP:Iteration 7Q (45730.340000 sec): 3 clusters
  Score: Raw -60419.497042 + Penalty 2048.351167 = -58371.145875
  nChanged 4
		SP:Iteration 8Q (45730.570000 sec): 3 clusters
  Score: Raw -60425.730779 + Penalty 2048.351167 = -58377.379611
  nChanged 6
		SP:Iteration 9Q (45730.680000 sec): 3 clusters
  Score: Raw -60432.910003 + Penalty 2048.351167 = -58384.558836
  nChanged 3
		SP:Iteration 10Q (45730.820000 sec): 3 clusters
  Score: Raw -60439.776639 + Penalty 2048.351167 = -58391.425471
  nChanged 8
		SP:Iteration 11Q (45730.980000 sec): 3 clusters
  Score: Raw -60458.643688 + Penalty 2048.351167 = -58410.292521
  nChanged 6
		SP:Iteration 12Q (45731.160000 sec): 3 clusters
  Score: Raw -60468.600624 + Penalty 2048.351167 = -58420.249457
  nChanged 1
		SP:Iteration 13Q (45731.280000 sec): 3 clusters
  Score: Raw -60470.298848 + Penalty 2048.351167 = -58421.947681
  nChanged 2
		SP:Iteration 14Q (45731.440000 sec): 3 clusters
  Score: Raw -60472.087555 + Penalty 2048.351167 = -58423.736388
  nChanged 0
		SP:Iteration 15F (45731.620000 sec): 3 clusters
  Score: Raw -60472.087555 + Penalty 2048.351167 = -58423.736388
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 45 (2869 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (45731.730000 sec): 2 clusters
  Score: Raw -354460.725129 + Penalty 1293.779308 = -353166.945822
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (45731.940000 sec): 3 clusters
  Score: Raw -353114.279461 + Penalty 2587.558615 = -350526.720846
  nChanged 1088
		SP:Iteration 1F (45732.140000 sec): 3 clusters
  Score: Raw -353748.230271 + Penalty 2587.558615 = -351160.671656
  nChanged 232
		SP:Iteration 2F (45732.330000 sec): 3 clusters
  Score: Raw -353896.976980 + Penalty 2587.558615 = -351309.418365
  nChanged 155
		SP:Iteration 3F (45732.580000 sec): 3 clusters
  Score: Raw -354001.600232 + Penalty 2587.558615 = -351414.041617
  nChanged 119
		SP:Iteration 4Q (45732.770000 sec): 3 clusters
  Score: Raw -354090.919921 + Penalty 2587.558615 = -351503.361306
  nChanged 112
		SP:Iteration 5Q (45732.900000 sec): 3 clusters
  Score: Raw -354166.217970 + Penalty 2587.558615 = -351578.659355
  nChanged 110
		SP:Iteration 6Q (45733.060000 sec): 3 clusters
  Score: Raw -354241.340742 + Penalty 2587.558615 = -351653.782127
  nChanged 78
		SP:Iteration 7Q (45733.250000 sec): 3 clusters
  Score: Raw -354284.241676 + Penalty 2587.558615 = -351696.683061
  nChanged 68
		SP:Iteration 8Q (45733.360000 sec): 3 clusters
  Score: Raw -354318.268329 + Penalty 2587.558615 = -351730.709713
  nChanged 58
		SP:Iteration 9Q (45733.540000 sec): 3 clusters
  Score: Raw -354348.370863 + Penalty 2587.558615 = -351760.812248
  nChanged 54
		SP:Iteration 10Q (45733.680000 sec): 3 clusters
  Score: Raw -354372.499102 + Penalty 2587.558615 = -351784.940486
  nChanged 50
		SP:Iteration 11Q (45733.880000 sec): 3 clusters
  Score: Raw -354399.274843 + Penalty 2587.558615 = -351811.716227
  nChanged 47
		SP:Iteration 12Q (45734.040000 sec): 3 clusters
  Score: Raw -354419.909626 + Penalty 2587.558615 = -351832.351011
  nChanged 31
		SP:Iteration 13Q (45734.200000 sec): 3 clusters
  Score: Raw -354432.290677 + Penalty 2587.558615 = -351844.732062
  nChanged 28
		SP:Iteration 14Q (45734.380000 sec): 3 clusters
  Score: Raw -354443.328795 + Penalty 2587.558615 = -351855.770179
  nChanged 29
		SP:Iteration 15Q (45734.510000 sec): 3 clusters
  Score: Raw -354458.573553 + Penalty 2587.558615 = -351871.014938
  nChanged 30
		SP:Iteration 16Q (45734.700000 sec): 3 clusters
  Score: Raw -354474.246577 + Penalty 2587.558615 = -351886.687962
  nChanged 38
		SP:Iteration 17Q (45734.860000 sec): 3 clusters
  Score: Raw -354491.603313 + Penalty 2587.558615 = -351904.044697
  nChanged 31
		SP:Iteration 18Q (45735.060000 sec): 3 clusters
  Score: Raw -354509.066556 + Penalty 2587.558615 = -351921.507941
  nChanged 30
		SP:Iteration 19Q (45735.240000 sec): 3 clusters
  Score: Raw -354527.516045 + Penalty 2587.558615 = -351939.957430
  nChanged 25
		SP:Iteration 20F (45735.470000 sec): 3 clusters
  Score: Raw -354541.266243 + Penalty 2587.558615 = -351953.707627
  nChanged 28
		SP:Iteration 21Q (45735.620000 sec): 3 clusters
  Score: Raw -354555.293069 + Penalty 2587.558615 = -351967.734454
  nChanged 19
		SP:Iteration 22Q (45735.770000 sec): 3 clusters
  Score: Raw -354563.885883 + Penalty 2587.558615 = -351976.327267
  nChanged 14
		SP:Iteration 23Q (45735.900000 sec): 3 clusters
  Score: Raw -354569.695902 + Penalty 2587.558615 = -351982.137287
  nChanged 11
		SP:Iteration 24Q (45736.040000 sec): 3 clusters
  Score: Raw -354573.931407 + Penalty 2587.558615 = -351986.372792
  nChanged 5
		SP:Iteration 25Q (45736.170000 sec): 3 clusters
  Score: Raw -354575.629113 + Penalty 2587.558615 = -351988.070498
  nChanged 5
		SP:Iteration 26Q (45736.310000 sec): 3 clusters
  Score: Raw -354576.850291 + Penalty 2587.558615 = -351989.291675
  nChanged 4
		SP:Iteration 27Q (45736.450000 sec): 3 clusters
  Score: Raw -354578.015341 + Penalty 2587.558615 = -351990.456725
  nChanged 3
		SP:Iteration 28Q (45736.590000 sec): 3 clusters
  Score: Raw -354578.763227 + Penalty 2587.558615 = -351991.204612
  nChanged 2
		SP:Iteration 29Q (45736.780000 sec): 3 clusters
  Score: Raw -354579.339815 + Penalty 2587.558615 = -351991.781200
  nChanged 5
		SP:Iteration 30Q (45736.970000 sec): 3 clusters
  Score: Raw -354581.804068 + Penalty 2587.558615 = -351994.245453
  nChanged 8
		SP:Iteration 31Q (45737.160000 sec): 3 clusters
  Score: Raw -354587.017071 + Penalty 2587.558615 = -351999.458456
  nChanged 11
		SP:Iteration 32Q (45737.340000 sec): 3 clusters
  Score: Raw -354591.351563 + Penalty 2587.558615 = -352003.792948
  nChanged 9
		SP:Iteration 33Q (45737.470000 sec): 3 clusters
  Score: Raw -354594.069204 + Penalty 2587.558615 = -352006.510588
  nChanged 5
		SP:Iteration 34Q (45737.650000 sec): 3 clusters
  Score: Raw -354596.124752 + Penalty 2587.558615 = -352008.566136
  nChanged 4
		SP:Iteration 35Q (45737.800000 sec): 3 clusters
  Score: Raw -354597.897996 + Penalty 2587.558615 = -352010.339381
  nChanged 3
		SP:Iteration 36Q (45737.970000 sec): 3 clusters
  Score: Raw -354598.774746 + Penalty 2587.558615 = -352011.216131
  nChanged 2
		SP:Iteration 37Q (45738.080000 sec): 3 clusters
  Score: Raw -354599.333829 + Penalty 2587.558615 = -352011.775213
  nChanged 1
		SP:Iteration 38Q (45738.230000 sec): 3 clusters
  Score: Raw -354599.761914 + Penalty 2587.558615 = -352012.203298
  nChanged 0
		SP:Iteration 39F (45738.370000 sec): 3 clusters
  Score: Raw -354599.761914 + Penalty 2587.558615 = -352012.203298
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 46 (3255 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (45738.500000 sec): 2 clusters
  Score: Raw -403204.784668 + Penalty 1314.291478 = -401890.493190
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (45738.680000 sec): 3 clusters
  Score: Raw -401601.594352 + Penalty 2628.582955 = -398973.011397
  nChanged 1257
		SP:Iteration 1F (45738.820000 sec): 3 clusters
  Score: Raw -402325.954772 + Penalty 2628.582955 = -399697.371816
  nChanged 243
		SP:Iteration 2F (45738.980000 sec): 3 clusters
  Score: Raw -402457.811568 + Penalty 2628.582955 = -399829.228613
  nChanged 145
		SP:Iteration 3Q (45739.120000 sec): 3 clusters
  Score: Raw -402531.316516 + Penalty 2628.582955 = -399902.733561
  nChanged 90
		SP:Iteration 4Q (45739.260000 sec): 3 clusters
  Score: Raw -402577.491322 + Penalty 2628.582955 = -399948.908367
  nChanged 86
		SP:Iteration 5Q (45739.400000 sec): 3 clusters
  Score: Raw -402618.671702 + Penalty 2628.582955 = -399990.088747
  nChanged 87
		SP:Iteration 6Q (45739.530000 sec): 3 clusters
  Score: Raw -402657.034545 + Penalty 2628.582955 = -400028.451590
  nChanged 72
		SP:Iteration 7Q (45739.680000 sec): 3 clusters
  Score: Raw -402698.068921 + Penalty 2628.582955 = -400069.485966
  nChanged 66
		SP:Iteration 8Q (45739.830000 sec): 3 clusters
  Score: Raw -402728.496147 + Penalty 2628.582955 = -400099.913192
  nChanged 48
		SP:Iteration 9Q (45739.980000 sec): 3 clusters
  Score: Raw -402746.440210 + Penalty 2628.582955 = -400117.857255
  nChanged 32
		SP:Iteration 10Q (45740.110000 sec): 3 clusters
  Score: Raw -402755.674514 + Penalty 2628.582955 = -400127.091558
  nChanged 21
		SP:Iteration 11Q (45740.220000 sec): 3 clusters
  Score: Raw -402764.467510 + Penalty 2628.582955 = -400135.884555
  nChanged 26
		SP:Iteration 12Q (45740.380000 sec): 3 clusters
  Score: Raw -402773.046602 + Penalty 2628.582955 = -400144.463647
  nChanged 24
		SP:Iteration 13Q (45740.580000 sec): 3 clusters
  Score: Raw -402781.397241 + Penalty 2628.582955 = -400152.814286
  nChanged 19
		SP:Iteration 14Q (45740.750000 sec): 3 clusters
  Score: Raw -402790.029699 + Penalty 2628.582955 = -400161.446744
  nChanged 28
		SP:Iteration 15Q (45740.890000 sec): 3 clusters
  Score: Raw -402800.131447 + Penalty 2628.582955 = -400171.548492
  nChanged 25
		SP:Iteration 16Q (45741.060000 sec): 3 clusters
  Score: Raw -402810.283551 + Penalty 2628.582955 = -400181.700596
  nChanged 34
		SP:Iteration 17Q (45741.240000 sec): 3 clusters
  Score: Raw -402823.524018 + Penalty 2628.582955 = -400194.941062
  nChanged 28
		SP:Iteration 18Q (45741.410000 sec): 3 clusters
  Score: Raw -402833.463701 + Penalty 2628.582955 = -400204.880746
  nChanged 24
		SP:Iteration 19Q (45741.600000 sec): 3 clusters
  Score: Raw -402842.600947 + Penalty 2628.582955 = -400214.017992
  nChanged 15
		SP:Iteration 20F (45741.760000 sec): 3 clusters
  Score: Raw -402848.959495 + Penalty 2628.582955 = -400220.376540
  nChanged 15
		SP:Iteration 21Q (45741.900000 sec): 3 clusters
  Score: Raw -402855.141488 + Penalty 2628.582955 = -400226.558533
  nChanged 11
		SP:Iteration 22Q (45742.030000 sec): 3 clusters
  Score: Raw -402857.797945 + Penalty 2628.582955 = -400229.214990
  nChanged 5
		SP:Iteration 23Q (45742.160000 sec): 3 clusters
  Score: Raw -402858.881278 + Penalty 2628.582955 = -400230.298322
  nChanged 3
		SP:Iteration 24Q (45742.300000 sec): 3 clusters
  Score: Raw -402859.484877 + Penalty 2628.582955 = -400230.901922
  nChanged 3
		SP:Iteration 25Q (45742.440000 sec): 3 clusters
  Score: Raw -402860.343584 + Penalty 2628.582955 = -400231.760629
  nChanged 4
		SP:Iteration 26Q (45742.610000 sec): 3 clusters
  Score: Raw -402861.037016 + Penalty 2628.582955 = -400232.454061
  nChanged 1
		SP:Iteration 27Q (45742.750000 sec): 3 clusters
  Score: Raw -402861.236882 + Penalty 2628.582955 = -400232.653927
  nChanged 5
		SP:Iteration 28Q (45742.940000 sec): 3 clusters
  Score: Raw -402862.799501 + Penalty 2628.582955 = -400234.216546
  nChanged 4
		SP:Iteration 29Q (45743.080000 sec): 3 clusters
  Score: Raw -402863.386183 + Penalty 2628.582955 = -400234.803228
  nChanged 5
		SP:Iteration 30Q (45743.220000 sec): 3 clusters
  Score: Raw -402864.534507 + Penalty 2628.582955 = -400235.951551
  nChanged 3
		SP:Iteration 31Q (45743.380000 sec): 3 clusters
  Score: Raw -402865.226675 + Penalty 2628.582955 = -400236.643720
  nChanged 3
		SP:Iteration 32Q (45743.550000 sec): 3 clusters
  Score: Raw -402865.678301 + Penalty 2628.582955 = -400237.095346
  nChanged 1
		SP:Iteration 33Q (45743.690000 sec): 3 clusters
  Score: Raw -402866.169322 + Penalty 2628.582955 = -400237.586367
  nChanged 3
		SP:Iteration 34Q (45743.830000 sec): 3 clusters
  Score: Raw -402868.235828 + Penalty 2628.582955 = -400239.652872
  nChanged 6
		SP:Iteration 35Q (45744.000000 sec): 3 clusters
  Score: Raw -402870.974196 + Penalty 2628.582955 = -400242.391240
  nChanged 4
		SP:Iteration 36Q (45744.160000 sec): 3 clusters
  Score: Raw -402872.625575 + Penalty 2628.582955 = -400244.042620
  nChanged 4
		SP:Iteration 37Q (45744.290000 sec): 3 clusters
  Score: Raw -402873.467418 + Penalty 2628.582955 = -400244.884463
  nChanged 0
		SP:Iteration 38F (45744.430000 sec): 3 clusters
  Score: Raw -402873.467418 + Penalty 2628.582955 = -400244.884463
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 47 (1529 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (45744.510000 sec): 2 clusters
  Score: Raw -182359.592875 + Penalty 1191.509996 = -181168.082879
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (45744.640000 sec): 3 clusters
  Score: Raw -181759.688725 + Penalty 2383.019992 = -179376.668733
  nChanged 486
		SP:Iteration 1F (45744.820000 sec): 3 clusters
  Score: Raw -182087.475274 + Penalty 2383.019992 = -179704.455283
  nChanged 104
		SP:Iteration 2F (45744.990000 sec): 3 clusters
  Score: Raw -182179.523846 + Penalty 2383.019992 = -179796.503854
  nChanged 62
		SP:Iteration 3Q (45745.120000 sec): 3 clusters
  Score: Raw -182223.528494 + Penalty 2383.019992 = -179840.508502
  nChanged 42
		SP:Iteration 4Q (45745.270000 sec): 3 clusters
  Score: Raw -182258.271078 + Penalty 2383.019992 = -179875.251086
  nChanged 39
		SP:Iteration 5Q (45745.410000 sec): 3 clusters
  Score: Raw -182290.007361 + Penalty 2383.019992 = -179906.987369
  nChanged 26
		SP:Iteration 6Q (45745.550000 sec): 3 clusters
  Score: Raw -182321.100166 + Penalty 2383.019992 = -179938.080174
  nChanged 27
		SP:Iteration 7Q (45745.650000 sec): 3 clusters
  Score: Raw -182340.137261 + Penalty 2383.019992 = -179957.117269
  nChanged 19
		SP:Iteration 8Q (45745.750000 sec): 3 clusters
  Score: Raw -182351.541556 + Penalty 2383.019992 = -179968.521564
  nChanged 15
		SP:Iteration 9Q (45745.840000 sec): 3 clusters
  Score: Raw -182359.982953 + Penalty 2383.019992 = -179976.962961
  nChanged 11
		SP:Iteration 10Q (45745.940000 sec): 3 clusters
  Score: Raw -182364.787185 + Penalty 2383.019992 = -179981.767193
  nChanged 8
		SP:Iteration 11Q (45746.040000 sec): 3 clusters
  Score: Raw -182368.517546 + Penalty 2383.019992 = -179985.497555
  nChanged 11
		SP:Iteration 12Q (45746.170000 sec): 3 clusters
  Score: Raw -182375.456863 + Penalty 2383.019992 = -179992.436871
  nChanged 16
		SP:Iteration 13Q (45746.370000 sec): 3 clusters
  Score: Raw -182384.909518 + Penalty 2383.019992 = -180001.889526
  nChanged 14
		SP:Iteration 14Q (45746.510000 sec): 3 clusters
  Score: Raw -182391.015629 + Penalty 2383.019992 = -180007.995637
  nChanged 6
		SP:Iteration 15Q (45746.650000 sec): 3 clusters
  Score: Raw -182393.658837 + Penalty 2383.019992 = -180010.638845
  nChanged 6
		SP:Iteration 16Q (45746.810000 sec): 3 clusters
  Score: Raw -182396.300443 + Penalty 2383.019992 = -180013.280451
  nChanged 6
		SP:Iteration 17Q (45746.970000 sec): 3 clusters
  Score: Raw -182401.064109 + Penalty 2383.019992 = -180018.044117
  nChanged 6
		SP:Iteration 18Q (45747.130000 sec): 3 clusters
  Score: Raw -182403.417144 + Penalty 2383.019992 = -180020.397152
  nChanged 8
		SP:Iteration 19Q (45747.290000 sec): 3 clusters
  Score: Raw -182407.560151 + Penalty 2383.019992 = -180024.540159
  nChanged 7
		SP:Iteration 20F (45747.450000 sec): 3 clusters
  Score: Raw -182410.958636 + Penalty 2383.019992 = -180027.938644
  nChanged 5
		SP:Iteration 21Q (45747.610000 sec): 3 clusters
  Score: Raw -182413.915477 + Penalty 2383.019992 = -180030.895485
  nChanged 4
		SP:Iteration 22Q (45747.770000 sec): 3 clusters
  Score: Raw -182416.241396 + Penalty 2383.019992 = -180033.221404
  nChanged 3
		SP:Iteration 23Q (45747.920000 sec): 3 clusters
  Score: Raw -182418.798903 + Penalty 2383.019992 = -180035.778911
  nChanged 2
		SP:Iteration 24Q (45748.080000 sec): 3 clusters
  Score: Raw -182420.188725 + Penalty 2383.019992 = -180037.168733
  nChanged 2
		SP:Iteration 25Q (45748.240000 sec): 3 clusters
  Score: Raw -182421.222606 + Penalty 2383.019992 = -180038.202614
  nChanged 3
		SP:Iteration 26Q (45748.400000 sec): 3 clusters
  Score: Raw -182422.039608 + Penalty 2383.019992 = -180039.019616
  nChanged 3
		SP:Iteration 27Q (45748.560000 sec): 3 clusters
  Score: Raw -182424.784673 + Penalty 2383.019992 = -180041.764681
  nChanged 3
		SP:Iteration 28Q (45748.720000 sec): 3 clusters
  Score: Raw -182426.427814 + Penalty 2383.019992 = -180043.407822
  nChanged 1
		SP:Iteration 29Q (45748.880000 sec): 3 clusters
  Score: Raw -182427.235605 + Penalty 2383.019992 = -180044.215613
  nChanged 1
		SP:Iteration 30Q (45749.040000 sec): 3 clusters
  Score: Raw -182428.027977 + Penalty 2383.019992 = -180045.007985
  nChanged 0
		SP:Iteration 31F (45749.200000 sec): 3 clusters
  Score: Raw -182428.027977 + Penalty 2383.019992 = -180045.007985
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 48 (1271 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (45749.280000 sec): 2 clusters
  Score: Raw -149713.174754 + Penalty 1161.478382 = -148551.696372
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (45749.440000 sec): 3 clusters
  Score: Raw -149362.483858 + Penalty 2322.956763 = -147039.527095
  nChanged 410
		SP:Iteration 1F (45749.600000 sec): 3 clusters
  Score: Raw -149807.484962 + Penalty 2322.956763 = -147484.528199
  nChanged 144
		SP:Iteration 2F (45749.760000 sec): 3 clusters
  Score: Raw -150017.210259 + Penalty 2322.956763 = -147694.253496
  nChanged 109
		SP:Iteration 3F (45749.920000 sec): 3 clusters
  Score: Raw -150191.523247 + Penalty 2322.956763 = -147868.566484
  nChanged 84
		SP:Iteration 4F (45750.080000 sec): 3 clusters
  Score: Raw -150336.475796 + Penalty 2322.956763 = -148013.519033
  nChanged 63
		SP:Iteration 5Q (45750.240000 sec): 3 clusters
  Score: Raw -150475.747395 + Penalty 2322.956763 = -148152.790632
  nChanged 41
		SP:Iteration 6Q (45750.400000 sec): 3 clusters
  Score: Raw -150557.462625 + Penalty 2322.956763 = -148234.505862
  nChanged 30
		SP:Iteration 7Q (45750.560000 sec): 3 clusters
  Score: Raw -150606.217627 + Penalty 2322.956763 = -148283.260864
  nChanged 24
		SP:Iteration 8Q (45750.720000 sec): 3 clusters
  Score: Raw -150658.053387 + Penalty 2322.956763 = -148335.096624
  nChanged 19
		SP:Iteration 9Q (45750.880000 sec): 3 clusters
  Score: Raw -150683.688213 + Penalty 2322.956763 = -148360.731449
  nChanged 10
		SP:Iteration 10Q (45751.040000 sec): 3 clusters
  Score: Raw -150694.925265 + Penalty 2322.956763 = -148371.968501
  nChanged 2
		SP:Iteration 11Q (45751.200000 sec): 3 clusters
  Score: Raw -150697.917405 + Penalty 2322.956763 = -148374.960642
  nChanged 3
		SP:Iteration 12Q (45751.360000 sec): 3 clusters
  Score: Raw -150701.106115 + Penalty 2322.956763 = -148378.149352
  nChanged 4
		SP:Iteration 13Q (45751.520000 sec): 3 clusters
  Score: Raw -150704.732447 + Penalty 2322.956763 = -148381.775684
  nChanged 2
		SP:Iteration 14Q (45751.680000 sec): 3 clusters
  Score: Raw -150706.813049 + Penalty 2322.956763 = -148383.856286
  nChanged 1
		SP:Iteration 15Q (45751.840000 sec): 3 clusters
  Score: Raw -150709.409517 + Penalty 2322.956763 = -148386.452754
  nChanged 1
		SP:Iteration 16Q (45752.000000 sec): 3 clusters
  Score: Raw -150710.606581 + Penalty 2322.956763 = -148387.649818
  nChanged 0
		SP:Iteration 17F (45752.160000 sec): 3 clusters
  Score: Raw -150710.606581 + Penalty 2322.956763 = -148387.649818
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 49 (83 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (45752.240000 sec): 2 clusters
  Score: Raw -4041.531949 + Penalty 718.061599 = -3323.470350
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (45752.400000 sec): 3 clusters
  Score: Raw -4218.736240 + Penalty 1436.123198 = -2782.613042
  nChanged 2
		SP:Iteration 1Q (45752.560000 sec): 3 clusters
  Score: Raw -4234.440068 + Penalty 1436.123198 = -2798.316870
  nChanged 0
		SP:Iteration 2F (45752.720000 sec): 3 clusters
  Score: Raw -4234.440068 + Penalty 1436.123198 = -2798.316870
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 50 (8306 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (45752.830000 sec): 2 clusters
  Score: Raw -1007354.192784 + Penalty 1466.519181 = -1005887.673602
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (45753.020000 sec): 3 clusters
  Score: Raw -1002753.830593 + Penalty 2933.038363 = -999820.792230
  nChanged 3569
		SP:Iteration 1F (45753.190000 sec): 3 clusters
  Score: Raw -1004628.794226 + Penalty 2933.038363 = -1001695.755863
  nChanged 542
		SP:Iteration 2F (45753.370000 sec): 3 clusters
  Score: Raw -1004847.067177 + Penalty 2933.038363 = -1001914.028814
  nChanged 399
		SP:Iteration 3Q (45753.550000 sec): 3 clusters
  Score: Raw -1005008.410127 + Penalty 2933.038363 = -1002075.371764
  nChanged 339
		SP:Iteration 4Q (45753.730000 sec): 3 clusters
  Score: Raw -1005132.247356 + Penalty 2933.038363 = -1002199.208993
  nChanged 279
		SP:Iteration 5Q (45753.910000 sec): 3 clusters
  Score: Raw -1005243.798185 + Penalty 2933.038363 = -1002310.759823
  nChanged 259
		SP:Iteration 6Q (45754.080000 sec): 3 clusters
  Score: Raw -1005357.735663 + Penalty 2933.038363 = -1002424.697300
  nChanged 256
		SP:Iteration 7Q (45754.360000 sec): 3 clusters
  Score: Raw -1005492.129417 + Penalty 2933.038363 = -1002559.091054
  nChanged 290
		SP:Iteration 8Q (45754.590000 sec): 3 clusters
  Score: Raw -1005645.288051 + Penalty 2933.038363 = -1002712.249688
  nChanged 271
		SP:Iteration 9Q (45754.790000 sec): 3 clusters
  Score: Raw -1005773.516449 + Penalty 2933.038363 = -1002840.478086
  nChanged 255
		SP:Iteration 10Q (45755.010000 sec): 3 clusters
  Score: Raw -1005913.103255 + Penalty 2933.038363 = -1002980.064892
  nChanged 280
		SP:Iteration 11Q (45755.220000 sec): 3 clusters
  Score: Raw -1006068.176928 + Penalty 2933.038363 = -1003135.138565
  nChanged 238
		SP:Iteration 12Q (45755.470000 sec): 3 clusters
  Score: Raw -1006199.764846 + Penalty 2933.038363 = -1003266.726483
  nChanged 261
		SP:Iteration 13Q (45755.640000 sec): 3 clusters
  Score: Raw -1006358.077464 + Penalty 2933.038363 = -1003425.039101
  nChanged 271
		SP:Iteration 14Q (45755.870000 sec): 3 clusters
  Score: Raw -1006518.227909 + Penalty 2933.038363 = -1003585.189546
  nChanged 259
		SP:Iteration 15Q (45756.100000 sec): 3 clusters
  Score: Raw -1006690.615181 + Penalty 2933.038363 = -1003757.576818
  nChanged 240
		SP:Iteration 16Q (45756.360000 sec): 3 clusters
  Score: Raw -1006841.866658 + Penalty 2933.038363 = -1003908.828295
  nChanged 219
		SP:Iteration 17Q (45756.560000 sec): 3 clusters
  Score: Raw -1006988.942734 + Penalty 2933.038363 = -1004055.904371
  nChanged 192
		SP:Iteration 18Q (45756.730000 sec): 3 clusters
  Score: Raw -1007123.032144 + Penalty 2933.038363 = -1004189.993781
  nChanged 156
		SP:Iteration 19Q (45756.920000 sec): 3 clusters
  Score: Raw -1007223.672081 + Penalty 2933.038363 = -1004290.633718
  nChanged 133
		SP:Iteration 20F (45757.200000 sec): 3 clusters
  Score: Raw -1007317.975219 + Penalty 2933.038363 = -1004384.936856
  nChanged 133
		SP:Iteration 21Q (45757.420000 sec): 3 clusters
  Score: Raw -1007405.639250 + Penalty 2933.038363 = -1004472.600887
  nChanged 108
		SP:Iteration 22Q (45757.590000 sec): 3 clusters
  Score: Raw -1007468.870969 + Penalty 2933.038363 = -1004535.832606
  nChanged 89
		SP:Iteration 23Q (45757.780000 sec): 3 clusters
  Score: Raw -1007524.141764 + Penalty 2933.038363 = -1004591.103401
  nChanged 73
		SP:Iteration 24Q (45757.930000 sec): 3 clusters
  Score: Raw -1007562.700614 + Penalty 2933.038363 = -1004629.662251
  nChanged 43
		SP:Iteration 25Q (45758.110000 sec): 3 clusters
  Score: Raw -1007583.068757 + Penalty 2933.038363 = -1004650.030394
  nChanged 28
		SP:Iteration 26Q (45758.340000 sec): 3 clusters
  Score: Raw -1007594.779048 + Penalty 2933.038363 = -1004661.740685
  nChanged 28
		SP:Iteration 27Q (45758.570000 sec): 3 clusters
  Score: Raw -1007607.847720 + Penalty 2933.038363 = -1004674.809357
  nChanged 24
		SP:Iteration 28Q (45758.810000 sec): 3 clusters
  Score: Raw -1007617.663936 + Penalty 2933.038363 = -1004684.625573
  nChanged 24
		SP:Iteration 29Q (45758.940000 sec): 3 clusters
  Score: Raw -1007629.205987 + Penalty 2933.038363 = -1004696.167624
  nChanged 18
		SP:Iteration 30Q (45759.150000 sec): 3 clusters
  Score: Raw -1007637.210258 + Penalty 2933.038363 = -1004704.171895
  nChanged 14
		SP:Iteration 31Q (45759.430000 sec): 3 clusters
  Score: Raw -1007642.311487 + Penalty 2933.038363 = -1004709.273124
  nChanged 14
		SP:Iteration 32Q (45759.610000 sec): 3 clusters
  Score: Raw -1007646.959151 + Penalty 2933.038363 = -1004713.920788
  nChanged 10
		SP:Iteration 33Q (45759.850000 sec): 3 clusters
  Score: Raw -1007650.393125 + Penalty 2933.038363 = -1004717.354762
  nChanged 2
		SP:Iteration 34Q (45760.100000 sec): 3 clusters
  Score: Raw -1007650.923766 + Penalty 2933.038363 = -1004717.885403
  nChanged 1
		SP:Iteration 35Q (45760.300000 sec): 3 clusters
  Score: Raw -1007651.197746 + Penalty 2933.038363 = -1004718.159383
  nChanged 3
		SP:Iteration 36Q (45760.500000 sec): 3 clusters
  Score: Raw -1007652.381183 + Penalty 2933.038363 = -1004719.342820
  nChanged 2
		SP:Iteration 37Q (45760.700000 sec): 3 clusters
  Score: Raw -1007652.952071 + Penalty 2933.038363 = -1004719.913709
  nChanged 2
		SP:Iteration 38Q (45760.850000 sec): 3 clusters
  Score: Raw -1007653.499329 + Penalty 2933.038363 = -1004720.460966
  nChanged 1
		SP:Iteration 39Q (45761.100000 sec): 3 clusters
  Score: Raw -1007654.770868 + Penalty 2933.038363 = -1004721.732505
  nChanged 3
		SP:Iteration 40F (45761.300000 sec): 3 clusters
  Score: Raw -1007656.347984 + Penalty 2933.038363 = -1004723.309621
  nChanged 5
		SP:Iteration 41Q (45761.580000 sec): 3 clusters
  Score: Raw -1007658.144650 + Penalty 2933.038363 = -1004725.106287
  nChanged 6
		SP:Iteration 42Q (45761.830000 sec): 3 clusters
  Score: Raw -1007659.837730 + Penalty 2933.038363 = -1004726.799368
  nChanged 1
		SP:Iteration 43Q (45762.020000 sec): 3 clusters
  Score: Raw -1007660.229769 + Penalty 2933.038363 = -1004727.191406
  nChanged 1
		SP:Iteration 44Q (45762.220000 sec): 3 clusters
  Score: Raw -1007660.549470 + Penalty 2933.038363 = -1004727.511107
  nChanged 4
		SP:Iteration 45Q (45762.460000 sec): 3 clusters
  Score: Raw -1007662.658447 + Penalty 2933.038363 = -1004729.620084
  nChanged 7
		SP:Iteration 46Q (45762.710000 sec): 3 clusters
  Score: Raw -1007664.729283 + Penalty 2933.038363 = -1004731.690921
  nChanged 3
		SP:Iteration 47Q (45762.930000 sec): 3 clusters
  Score: Raw -1007666.016597 + Penalty 2933.038363 = -1004732.978234
  nChanged 4
		SP:Iteration 48Q (45763.100000 sec): 3 clusters
  Score: Raw -1007667.611762 + Penalty 2933.038363 = -1004734.573399
  nChanged 6
		SP:Iteration 49Q (45763.290000 sec): 3 clusters
  Score: Raw -1007669.325864 + Penalty 2933.038363 = -1004736.287501
  nChanged 4
		SP:Iteration 50Q (45763.550000 sec): 3 clusters
  Score: Raw -1007671.131192 + Penalty 2933.038363 = -1004738.092829
  nChanged 2
		SP:Iteration 51Q (45763.720000 sec): 3 clusters
  Score: Raw -1007671.641673 + Penalty 2933.038363 = -1004738.603310
  nChanged 1
		SP:Iteration 52Q (45763.940000 sec): 3 clusters
  Score: Raw -1007672.067279 + Penalty 2933.038363 = -1004739.028917
  nChanged 2
		SP:Iteration 53Q (45764.140000 sec): 3 clusters
  Score: Raw -1007673.202993 + Penalty 2933.038363 = -1004740.164630
  nChanged 3
		SP:Iteration 54Q (45764.310000 sec): 3 clusters
  Score: Raw -1007674.323480 + Penalty 2933.038363 = -1004741.285117
  nChanged 2
		SP:Iteration 55Q (45764.530000 sec): 3 clusters
  Score: Raw -1007675.108446 + Penalty 2933.038363 = -1004742.070083
  nChanged 3
		SP:Iteration 56Q (45764.750000 sec): 3 clusters
  Score: Raw -1007676.024956 + Penalty 2933.038363 = -1004742.986593
  nChanged 1
		SP:Iteration 57Q (45764.990000 sec): 3 clusters
  Score: Raw -1007676.295190 + Penalty 2933.038363 = -1004743.256827
  nChanged 0
		SP:Iteration 58F (45765.250000 sec): 3 clusters
  Score: Raw -1007676.295190 + Penalty 2933.038363 = -1004743.256827
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 51 (381 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (45765.370000 sec): 2 clusters
  Score: Raw -36659.761933 + Penalty 965.704898 = -35694.057035
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (45765.530000 sec): 3 clusters
  Score: Raw -36691.297808 + Penalty 1931.409797 = -34759.888011
  nChanged 95
		SP:Iteration 1F (45765.690000 sec): 3 clusters
  Score: Raw -36852.780972 + Penalty 1931.409797 = -34921.371175
  nChanged 25
		SP:Iteration 2F (45765.870000 sec): 3 clusters
  Score: Raw -36895.373612 + Penalty 1931.409797 = -34963.963815
  nChanged 11
		SP:Iteration 3Q (45766.030000 sec): 3 clusters
  Score: Raw -36922.322429 + Penalty 1931.409797 = -34990.912632
  nChanged 4
		SP:Iteration 4Q (45766.250000 sec): 3 clusters
  Score: Raw -36930.101875 + Penalty 1931.409797 = -34998.692078
  nChanged 4
		SP:Iteration 5Q (45766.410000 sec): 3 clusters
  Score: Raw -36945.302518 + Penalty 1931.409797 = -35013.892721
  nChanged 1
		SP:Iteration 6Q (45766.580000 sec): 3 clusters
  Score: Raw -36947.554497 + Penalty 1931.409797 = -35016.144701
  nChanged 1
		SP:Iteration 7Q (45766.770000 sec): 3 clusters
  Score: Raw -36950.734969 + Penalty 1931.409797 = -35019.325172
  nChanged 2
		SP:Iteration 8Q (45766.940000 sec): 3 clusters
  Score: Raw -36955.649109 + Penalty 1931.409797 = -35024.239312
  nChanged 2
		SP:Iteration 9Q (45767.140000 sec): 3 clusters
  Score: Raw -36962.908568 + Penalty 1931.409797 = -35031.498771
  nChanged 1
		SP:Iteration 10Q (45767.270000 sec): 3 clusters
  Score: Raw -36968.777288 + Penalty 1931.409797 = -35037.367491
  nChanged 3
		SP:Iteration 11Q (45767.470000 sec): 3 clusters
  Score: Raw -36975.878215 + Penalty 1931.409797 = -35044.468418
  nChanged 0
		SP:Iteration 12F (45767.590000 sec): 3 clusters
  Score: Raw -36975.878215 + Penalty 1931.409797 = -35044.468418
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 52 (70 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (45767.660000 sec): 2 clusters
  Score: Raw -8367.593386 + Penalty 690.380477 = -7677.212909
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (45767.870000 sec): 3 clusters
  Score: Raw -8598.076471 + Penalty 1380.760954 = -7217.315517
  nChanged 1
		SP:Iteration 1Q (45768.000000 sec): 3 clusters
  Score: Raw -8609.079228 + Penalty 1380.760954 = -7228.318274
  nChanged 0
		SP:Iteration 2F (45768.210000 sec): 3 clusters
  Score: Raw -8609.079228 + Penalty 1380.760954 = -7228.318274
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 53 (12739 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (45768.410000 sec): 2 clusters
  Score: Raw -1555694.328675 + Penalty 1536.018808 = -1554158.309867
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (45768.670000 sec): 3 clusters
  Score: Raw -1548334.278465 + Penalty 3072.037616 = -1545262.240849
  nChanged 5569
		SP:Iteration 1F (45768.980000 sec): 3 clusters
  Score: Raw -1551345.418257 + Penalty 3072.037616 = -1548273.380642
  nChanged 735
		SP:Iteration 2F (45769.210000 sec): 3 clusters
  Score: Raw -1551659.627280 + Penalty 3072.037616 = -1548587.589664
  nChanged 671
		SP:Iteration 3F (45769.480000 sec): 3 clusters
  Score: Raw -1551954.216953 + Penalty 3072.037616 = -1548882.179337
  nChanged 633
		SP:Iteration 4Q (45769.740000 sec): 3 clusters
  Score: Raw -1552235.886204 + Penalty 3072.037616 = -1549163.848588
  nChanged 598
		SP:Iteration 5Q (45769.990000 sec): 3 clusters
  Score: Raw -1552523.852974 + Penalty 3072.037616 = -1549451.815358
  nChanged 610
		SP:Iteration 6Q (45770.210000 sec): 3 clusters
  Score: Raw -1552821.430444 + Penalty 3072.037616 = -1549749.392828
  nChanged 622
		SP:Iteration 7Q (45770.500000 sec): 3 clusters
  Score: Raw -1553175.322161 + Penalty 3072.037616 = -1550103.284545
  nChanged 647
		SP:Iteration 8F (45770.740000 sec): 3 clusters
  Score: Raw -1553594.166496 + Penalty 3072.037616 = -1550522.128881
  nChanged 669
		SP:Iteration 9F (45770.940000 sec): 3 clusters
  Score: Raw -1554087.292221 + Penalty 3072.037616 = -1551015.254605
  nChanged 646
		SP:Iteration 10F (45771.230000 sec): 3 clusters
  Score: Raw -1554619.646972 + Penalty 3072.037616 = -1551547.609356
  nChanged 510
		SP:Iteration 11Q (45771.520000 sec): 3 clusters
  Score: Raw -1555034.821725 + Penalty 3072.037616 = -1551962.784110
  nChanged 342
		SP:Iteration 12Q (45771.800000 sec): 3 clusters
  Score: Raw -1555338.181708 + Penalty 3072.037616 = -1552266.144092
  nChanged 231
		SP:Iteration 13Q (45772.040000 sec): 3 clusters
  Score: Raw -1555549.843506 + Penalty 3072.037616 = -1552477.805890
  nChanged 153
		SP:Iteration 14Q (45772.320000 sec): 3 clusters
  Score: Raw -1555694.391956 + Penalty 3072.037616 = -1552622.354341
  nChanged 80
		SP:Iteration 15Q (45772.570000 sec): 3 clusters
  Score: Raw -1555771.109347 + Penalty 3072.037616 = -1552699.071731
  nChanged 48
		SP:Iteration 16Q (45772.830000 sec): 3 clusters
  Score: Raw -1555822.552773 + Penalty 3072.037616 = -1552750.515157
  nChanged 28
		SP:Iteration 17Q (45773.110000 sec): 3 clusters
  Score: Raw -1555862.248794 + Penalty 3072.037616 = -1552790.211178
  nChanged 21
		SP:Iteration 18Q (45773.370000 sec): 3 clusters
  Score: Raw -1555890.997165 + Penalty 3072.037616 = -1552818.959549
  nChanged 17
		SP:Iteration 19Q (45773.550000 sec): 3 clusters
  Score: Raw -1555912.191924 + Penalty 3072.037616 = -1552840.154308
  nChanged 9
		SP:Iteration 20F (45773.820000 sec): 3 clusters
  Score: Raw -1555923.477644 + Penalty 3072.037616 = -1552851.440029
  nChanged 4
		SP:Iteration 21Q (45774.070000 sec): 3 clusters
  Score: Raw -1555929.514865 + Penalty 3072.037616 = -1552857.477249
  nChanged 2
		SP:Iteration 22Q (45774.340000 sec): 3 clusters
  Score: Raw -1555932.668223 + Penalty 3072.037616 = -1552860.630608
  nChanged 2
		SP:Iteration 23Q (45774.590000 sec): 3 clusters
  Score: Raw -1555934.113735 + Penalty 3072.037616 = -1552862.076119
  nChanged 0
		SP:Iteration 24F (45774.820000 sec): 3 clusters
  Score: Raw -1555934.113735 + Penalty 3072.037616 = -1552862.076119
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 54 (296 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (45774.910000 sec): 2 clusters
  Score: Raw -27137.621032 + Penalty 924.683411 = -26212.937621
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (45775.050000 sec): 3 clusters
  Score: Raw -27265.339237 + Penalty 1849.366823 = -25415.972414
  nChanged 72
		SP:Iteration 1F (45775.270000 sec): 3 clusters
  Score: Raw -27490.077383 + Penalty 1849.366823 = -25640.710560
  nChanged 22
		SP:Iteration 2F (45775.400000 sec): 3 clusters
  Score: Raw -27580.818352 + Penalty 1849.366823 = -25731.451529
  nChanged 10
		SP:Iteration 3Q (45775.580000 sec): 3 clusters
  Score: Raw -27616.230300 + Penalty 1849.366823 = -25766.863477
  nChanged 6
		SP:Iteration 4Q (45775.770000 sec): 3 clusters
  Score: Raw -27635.859496 + Penalty 1849.366823 = -25786.492673
  nChanged 3
		SP:Iteration 5Q (45775.890000 sec): 3 clusters
  Score: Raw -27643.488342 + Penalty 1849.366823 = -25794.121519
  nChanged 2
		SP:Iteration 6Q (45776.060000 sec): 3 clusters
  Score: Raw -27646.432942 + Penalty 1849.366823 = -25797.066119
  nChanged 0
		SP:Iteration 7F (45776.230000 sec): 3 clusters
  Score: Raw -27646.432942 + Penalty 1849.366823 = -25797.066119
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 55 (9071 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (45776.400000 sec): 2 clusters
  Score: Raw -1138637.501038 + Penalty 1480.836141 = -1137156.664897
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (45776.660000 sec): 3 clusters
  Score: Raw -1133522.615102 + Penalty 2961.672282 = -1130560.942820
  nChanged 3909
		SP:Iteration 1F (45776.990000 sec): 3 clusters
  Score: Raw -1135591.050481 + Penalty 2961.672282 = -1132629.378199
  nChanged 551
		SP:Iteration 2F (45777.190000 sec): 3 clusters
  Score: Raw -1135833.563148 + Penalty 2961.672282 = -1132871.890866
  nChanged 451
		SP:Iteration 3Q (45777.420000 sec): 3 clusters
  Score: Raw -1136028.676801 + Penalty 2961.672282 = -1133067.004519
  nChanged 396
		SP:Iteration 4Q (45777.600000 sec): 3 clusters
  Score: Raw -1136190.405286 + Penalty 2961.672282 = -1133228.733004
  nChanged 341
		SP:Iteration 5Q (45777.830000 sec): 3 clusters
  Score: Raw -1136322.757618 + Penalty 2961.672282 = -1133361.085336
  nChanged 312
		SP:Iteration 6Q (45778.070000 sec): 3 clusters
  Score: Raw -1136419.756769 + Penalty 2961.672282 = -1133458.084488
  nChanged 251
		SP:Iteration 7Q (45778.350000 sec): 3 clusters
  Score: Raw -1136507.788056 + Penalty 2961.672282 = -1133546.115774
  nChanged 248
		SP:Iteration 8Q (45778.570000 sec): 3 clusters
  Score: Raw -1136598.460943 + Penalty 2961.672282 = -1133636.788661
  nChanged 260
		SP:Iteration 9Q (45778.770000 sec): 3 clusters
  Score: Raw -1136699.463801 + Penalty 2961.672282 = -1133737.791519
  nChanged 291
		SP:Iteration 10Q (45778.970000 sec): 3 clusters
  Score: Raw -1136811.473511 + Penalty 2961.672282 = -1133849.801229
  nChanged 293
		SP:Iteration 11Q (45779.230000 sec): 3 clusters
  Score: Raw -1136941.140823 + Penalty 2961.672282 = -1133979.468541
  nChanged 334
		SP:Iteration 12Q (45779.410000 sec): 3 clusters
  Score: Raw -1137129.741237 + Penalty 2961.672282 = -1134168.068955
  nChanged 383
		SP:Iteration 13Q (45779.660000 sec): 3 clusters
  Score: Raw -1137354.969944 + Penalty 2961.672282 = -1134393.297662
  nChanged 396
		SP:Iteration 14Q (45779.850000 sec): 3 clusters
  Score: Raw -1137621.488030 + Penalty 2961.672282 = -1134659.815748
  nChanged 425
		SP:Iteration 15Q (45780.080000 sec): 3 clusters
  Score: Raw -1137925.260142 + Penalty 2961.672282 = -1134963.587860
  nChanged 415
		SP:Iteration 16Q (45780.310000 sec): 3 clusters
  Score: Raw -1138260.567510 + Penalty 2961.672282 = -1135298.895229
  nChanged 361
		SP:Iteration 17Q (45780.530000 sec): 3 clusters
  Score: Raw -1138552.668820 + Penalty 2961.672282 = -1135590.996538
  nChanged 272
		SP:Iteration 18Q (45780.740000 sec): 3 clusters
  Score: Raw -1138776.502784 + Penalty 2961.672282 = -1135814.830503
  nChanged 179
		SP:Iteration 19Q (45781.000000 sec): 3 clusters
  Score: Raw -1138932.316016 + Penalty 2961.672282 = -1135970.643734
  nChanged 106
		SP:Iteration 20F (45781.210000 sec): 3 clusters
  Score: Raw -1139035.515074 + Penalty 2961.672282 = -1136073.842792
  nChanged 72
		SP:Iteration 21Q (45781.470000 sec): 3 clusters
  Score: Raw -1139110.341880 + Penalty 2961.672282 = -1136148.669598
  nChanged 44
		SP:Iteration 22Q (45781.680000 sec): 3 clusters
  Score: Raw -1139155.611806 + Penalty 2961.672282 = -1136193.939524
  nChanged 16
		SP:Iteration 23Q (45781.870000 sec): 3 clusters
  Score: Raw -1139169.900102 + Penalty 2961.672282 = -1136208.227820
  nChanged 7
		SP:Iteration 24Q (45782.040000 sec): 3 clusters
  Score: Raw -1139174.969551 + Penalty 2961.672282 = -1136213.297269
  nChanged 2
		SP:Iteration 25Q (45782.310000 sec): 3 clusters
  Score: Raw -1139177.326721 + Penalty 2961.672282 = -1136215.654439
  nChanged 6
		SP:Iteration 26Q (45782.530000 sec): 3 clusters
  Score: Raw -1139182.540111 + Penalty 2961.672282 = -1136220.867830
  nChanged 5
		SP:Iteration 27Q (45782.740000 sec): 3 clusters
  Score: Raw -1139186.569273 + Penalty 2961.672282 = -1136224.896991
  nChanged 2
		SP:Iteration 28Q (45782.950000 sec): 3 clusters
  Score: Raw -1139187.037184 + Penalty 2961.672282 = -1136225.364902
  nChanged 1
		SP:Iteration 29Q (45783.170000 sec): 3 clusters
  Score: Raw -1139187.390806 + Penalty 2961.672282 = -1136225.718524
  nChanged 1
		SP:Iteration 30Q (45783.390000 sec): 3 clusters
  Score: Raw -1139187.845447 + Penalty 2961.672282 = -1136226.173165
  nChanged 0
		SP:Iteration 31F (45783.660000 sec): 3 clusters
  Score: Raw -1139187.845447 + Penalty 2961.672282 = -1136226.173165
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 56 (165 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (45783.750000 sec): 2 clusters
  Score: Raw -19829.774858 + Penalty 829.716140 = -19000.058718
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (45783.930000 sec): 3 clusters
  Score: Raw -19954.295036 + Penalty 1659.432279 = -18294.862757
  nChanged 13
		SP:Iteration 1F (45784.140000 sec): 3 clusters
  Score: Raw -20009.529357 + Penalty 1659.432279 = -18350.097078
  nChanged 3
		SP:Iteration 2Q (45784.320000 sec): 3 clusters
  Score: Raw -20019.545716 + Penalty 1659.432279 = -18360.113437
  nChanged 2
		SP:Iteration 3Q (45784.450000 sec): 3 clusters
  Score: Raw -20026.464779 + Penalty 1659.432279 = -18367.032500
  nChanged 0
		SP:Iteration 4F (45784.670000 sec): 3 clusters
  Score: Raw -20026.464779 + Penalty 1659.432279 = -18367.032500
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 57 (33852 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (45784.980000 sec): 2 clusters
  Score: Raw -4097818.037425 + Penalty 1694.834921 = -4096123.202504
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (45785.380000 sec): 3 clusters
  Score: Raw -4076799.815098 + Penalty 3389.669842 = -4073410.145256
  nChanged 15737
		SP:Iteration 1F (45785.790000 sec): 3 clusters
  Score: Raw -4085705.019598 + Penalty 3389.669842 = -4082315.349755
  nChanged 1518
		SP:Iteration 2Q (45786.200000 sec): 3 clusters
  Score: Raw -4086149.594126 + Penalty 3389.669842 = -4082759.924283
  nChanged 1390
		SP:Iteration 3Q (45786.560000 sec): 3 clusters
  Score: Raw -4086552.736248 + Penalty 3389.669842 = -4083163.066406
  nChanged 1288
		SP:Iteration 4Q (45786.890000 sec): 3 clusters
  Score: Raw -4086957.370873 + Penalty 3389.669842 = -4083567.701031
  nChanged 1245
		SP:Iteration 5Q (45787.290000 sec): 3 clusters
  Score: Raw -4087378.756977 + Penalty 3389.669842 = -4083989.087135
  nChanged 1277
		SP:Iteration 6Q (45787.690000 sec): 3 clusters
  Score: Raw -4087832.963005 + Penalty 3389.669842 = -4084443.293163
  nChanged 1347
		SP:Iteration 7Q (45788.050000 sec): 3 clusters
  Score: Raw -4088383.995536 + Penalty 3389.669842 = -4084994.325694
  nChanged 1461
		SP:Iteration 8Q (45788.480000 sec): 3 clusters
  Score: Raw -4089066.955569 + Penalty 3389.669842 = -4085677.285726
  nChanged 1591
		SP:Iteration 9Q (45788.860000 sec): 3 clusters
  Score: Raw -4089947.619901 + Penalty 3389.669842 = -4086557.950059
  nChanged 1694
		SP:Iteration 10F (45789.270000 sec): 3 clusters
  Score: Raw -4091006.347932 + Penalty 3389.669842 = -4087616.678090
  nChanged 1661
		SP:Iteration 11Q (45789.650000 sec): 3 clusters
  Score: Raw -4092150.167275 + Penalty 3389.669842 = -4088760.497433
  nChanged 1590
		SP:Iteration 12Q (45790.010000 sec): 3 clusters
  Score: Raw -4093339.328950 + Penalty 3389.669842 = -4089949.659108
  nChanged 1369
		SP:Iteration 13Q (45790.360000 sec): 3 clusters
  Score: Raw -4094355.847511 + Penalty 3389.669842 = -4090966.177669
  nChanged 1133
		SP:Iteration 14Q (45790.770000 sec): 3 clusters
  Score: Raw -4095171.096604 + Penalty 3389.669842 = -4091781.426762
  nChanged 960
		SP:Iteration 15Q (45791.080000 sec): 3 clusters
  Score: Raw -4095836.184404 + Penalty 3389.669842 = -4092446.514561
  nChanged 783
		SP:Iteration 16Q (45791.480000 sec): 3 clusters
  Score: Raw -4096384.635116 + Penalty 3389.669842 = -4092994.965274
  nChanged 605
		SP:Iteration 17Q (45791.820000 sec): 3 clusters
  Score: Raw -4096847.007741 + Penalty 3389.669842 = -4093457.337899
  nChanged 500
		SP:Iteration 18Q (45792.170000 sec): 3 clusters
  Score: Raw -4097237.807671 + Penalty 3389.669842 = -4093848.137828
  nChanged 354
		SP:Iteration 19Q (45792.560000 sec): 3 clusters
  Score: Raw -4097538.032924 + Penalty 3389.669842 = -4094148.363082
  nChanged 240
		SP:Iteration 20F (45792.960000 sec): 3 clusters
  Score: Raw -4097718.557121 + Penalty 3389.669842 = -4094328.887279
  nChanged 158
		SP:Iteration 21Q (45793.360000 sec): 3 clusters
  Score: Raw -4097828.246290 + Penalty 3389.669842 = -4094438.576448
  nChanged 120
		SP:Iteration 22Q (45793.760000 sec): 3 clusters
  Score: Raw -4097895.963647 + Penalty 3389.669842 = -4094506.293804
  nChanged 73
		SP:Iteration 23Q (45794.150000 sec): 3 clusters
  Score: Raw -4097930.616247 + Penalty 3389.669842 = -4094540.946405
  nChanged 54
		SP:Iteration 24Q (45794.530000 sec): 3 clusters
  Score: Raw -4097957.005411 + Penalty 3389.669842 = -4094567.335569
  nChanged 32
		SP:Iteration 25Q (45794.880000 sec): 3 clusters
  Score: Raw -4097972.057730 + Penalty 3389.669842 = -4094582.387888
  nChanged 24
		SP:Iteration 26Q (45795.270000 sec): 3 clusters
  Score: Raw -4097981.900539 + Penalty 3389.669842 = -4094592.230696
  nChanged 24
		SP:Iteration 27Q (45795.610000 sec): 3 clusters
  Score: Raw -4097992.570092 + Penalty 3389.669842 = -4094602.900250
  nChanged 22
		SP:Iteration 28Q (45795.940000 sec): 3 clusters
  Score: Raw -4098003.607240 + Penalty 3389.669842 = -4094613.937398
  nChanged 17
		SP:Iteration 29Q (45796.300000 sec): 3 clusters
  Score: Raw -4098012.391591 + Penalty 3389.669842 = -4094622.721748
  nChanged 14
		SP:Iteration 30Q (45796.650000 sec): 3 clusters
  Score: Raw -4098019.816615 + Penalty 3389.669842 = -4094630.146772
  nChanged 10
		SP:Iteration 31Q (45796.950000 sec): 3 clusters
  Score: Raw -4098026.019116 + Penalty 3389.669842 = -4094636.349274
  nChanged 15
		SP:Iteration 32Q (45797.270000 sec): 3 clusters
  Score: Raw -4098035.064177 + Penalty 3389.669842 = -4094645.394335
  nChanged 18
		SP:Iteration 33Q (45797.600000 sec): 3 clusters
  Score: Raw -4098046.234077 + Penalty 3389.669842 = -4094656.564235
  nChanged 17
		SP:Iteration 34Q (45797.980000 sec): 3 clusters
  Score: Raw -4098055.578035 + Penalty 3389.669842 = -4094665.908193
  nChanged 10
		SP:Iteration 35Q (45798.410000 sec): 3 clusters
  Score: Raw -4098061.449874 + Penalty 3389.669842 = -4094671.780031
  nChanged 11
		SP:Iteration 36Q (45798.780000 sec): 3 clusters
  Score: Raw -4098065.885984 + Penalty 3389.669842 = -4094676.216142
  nChanged 11
		SP:Iteration 37Q (45799.110000 sec): 3 clusters
  Score: Raw -4098070.493983 + Penalty 3389.669842 = -4094680.824141
  nChanged 11
		SP:Iteration 38Q (45799.520000 sec): 3 clusters
  Score: Raw -4098075.053667 + Penalty 3389.669842 = -4094685.383824
  nChanged 6
		SP:Iteration 39Q (45799.900000 sec): 3 clusters
  Score: Raw -4098078.665488 + Penalty 3389.669842 = -4094688.995646
  nChanged 5
		SP:Iteration 40F (45800.240000 sec): 3 clusters
  Score: Raw -4098081.007901 + Penalty 3389.669842 = -4094691.338059
  nChanged 5
		SP:Iteration 41Q (45800.640000 sec): 3 clusters
  Score: Raw -4098083.340556 + Penalty 3389.669842 = -4094693.670714
  nChanged 3
		SP:Iteration 42Q (45801.020000 sec): 3 clusters
  Score: Raw -4098086.447234 + Penalty 3389.669842 = -4094696.777392
  nChanged 4
		SP:Iteration 43Q (45801.360000 sec): 3 clusters
  Score: Raw -4098089.885885 + Penalty 3389.669842 = -4094700.216043
  nChanged 6
		SP:Iteration 44Q (45801.710000 sec): 3 clusters
  Score: Raw -4098091.892550 + Penalty 3389.669842 = -4094702.222708
  nChanged 2
		SP:Iteration 45Q (45802.060000 sec): 3 clusters
  Score: Raw -4098092.243183 + Penalty 3389.669842 = -4094702.573341
  nChanged 0
		SP:Iteration 46F (45802.480000 sec): 3 clusters
  Score: Raw -4098092.243183 + Penalty 3389.669842 = -4094702.573341
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 58 (281 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (45802.600000 sec): 2 clusters
  Score: Raw -15415.508322 + Penalty 916.232634 = -14499.275688
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (45802.820000 sec): 3 clusters
  Score: Raw -15557.342572 + Penalty 1832.465268 = -13724.877304
  nChanged 69
		SP:Iteration 1F (45803.010000 sec): 3 clusters
  Score: Raw -15772.089176 + Penalty 1832.465268 = -13939.623909
  nChanged 29
		SP:Iteration 2F (45803.150000 sec): 3 clusters
  Score: Raw -15937.698564 + Penalty 1832.465268 = -14105.233297
  nChanged 12
		SP:Iteration 3Q (45803.360000 sec): 3 clusters
  Score: Raw -15999.546443 + Penalty 1832.465268 = -14167.081175
  nChanged 10
		SP:Iteration 4Q (45803.470000 sec): 3 clusters
  Score: Raw -16058.793399 + Penalty 1832.465268 = -14226.328131
  nChanged 6
		SP:Iteration 5Q (45803.650000 sec): 3 clusters
  Score: Raw -16116.914910 + Penalty 1832.465268 = -14284.449642
  nChanged 3
		SP:Iteration 6Q (45803.780000 sec): 3 clusters
  Score: Raw -16134.477696 + Penalty 1832.465268 = -14302.012429
  nChanged 4
		SP:Iteration 7Q (45803.970000 sec): 3 clusters
  Score: Raw -16156.490329 + Penalty 1832.465268 = -14324.025062
  nChanged 1
		SP:Iteration 8Q (45804.070000 sec): 3 clusters
  Score: Raw -16158.380368 + Penalty 1832.465268 = -14325.915101
  nChanged 1
		SP:Iteration 9Q (45804.210000 sec): 3 clusters
  Score: Raw -16159.805625 + Penalty 1832.465268 = -14327.340357
  nChanged 1
		SP:Iteration 10Q (45804.350000 sec): 3 clusters
  Score: Raw -16166.345363 + Penalty 1832.465268 = -14333.880095
  nChanged 0
		SP:Iteration 11F (45804.470000 sec): 3 clusters
  Score: Raw -16166.345363 + Penalty 1832.465268 = -14333.880095
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 59 (4915 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (45804.570000 sec): 2 clusters
  Score: Raw -597229.983338 + Penalty 1381.257643 = -595848.725695
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (45804.810000 sec): 3 clusters
  Score: Raw -594659.585883 + Penalty 2762.515286 = -591897.070597
  nChanged 2025
		SP:Iteration 1F (45805.010000 sec): 3 clusters
  Score: Raw -595900.863623 + Penalty 2762.515286 = -593138.348338
  nChanged 442
		SP:Iteration 2F (45805.170000 sec): 3 clusters
  Score: Raw -596236.865534 + Penalty 2762.515286 = -593474.350249
  nChanged 363
		SP:Iteration 3F (45805.390000 sec): 3 clusters
  Score: Raw -596484.894257 + Penalty 2762.515286 = -593722.378972
  nChanged 310
		SP:Iteration 4F (45805.610000 sec): 3 clusters
  Score: Raw -596696.503092 + Penalty 2762.515286 = -593933.987806
  nChanged 254
		SP:Iteration 5F (45805.820000 sec): 3 clusters
  Score: Raw -596849.517366 + Penalty 2762.515286 = -594087.002080
  nChanged 207
		SP:Iteration 6Q (45805.960000 sec): 3 clusters
  Score: Raw -596965.690010 + Penalty 2762.515286 = -594203.174724
  nChanged 156
		SP:Iteration 7Q (45806.220000 sec): 3 clusters
  Score: Raw -597043.975558 + Penalty 2762.515286 = -594281.460272
  nChanged 115
		SP:Iteration 8Q (45806.410000 sec): 3 clusters
  Score: Raw -597092.895990 + Penalty 2762.515286 = -594330.380704
  nChanged 83
		SP:Iteration 9Q (45806.530000 sec): 3 clusters
  Score: Raw -597125.907549 + Penalty 2762.515286 = -594363.392263
  nChanged 71
		SP:Iteration 10Q (45806.680000 sec): 3 clusters
  Score: Raw -597149.780308 + Penalty 2762.515286 = -594387.265022
  nChanged 46
		SP:Iteration 11Q (45806.890000 sec): 3 clusters
  Score: Raw -597161.751355 + Penalty 2762.515286 = -594399.236069
  nChanged 23
		SP:Iteration 12Q (45807.070000 sec): 3 clusters
  Score: Raw -597167.972465 + Penalty 2762.515286 = -594405.457180
  nChanged 24
		SP:Iteration 13Q (45807.290000 sec): 3 clusters
  Score: Raw -597173.364577 + Penalty 2762.515286 = -594410.849292
  nChanged 20
		SP:Iteration 14Q (45807.480000 sec): 3 clusters
  Score: Raw -597179.152538 + Penalty 2762.515286 = -594416.637253
  nChanged 26
		SP:Iteration 15Q (45807.740000 sec): 3 clusters
  Score: Raw -597186.211929 + Penalty 2762.515286 = -594423.696643
  nChanged 18
		SP:Iteration 16Q (45807.980000 sec): 3 clusters
  Score: Raw -597190.898225 + Penalty 2762.515286 = -594428.382939
  nChanged 20
		SP:Iteration 17Q (45808.160000 sec): 3 clusters
  Score: Raw -597195.503257 + Penalty 2762.515286 = -594432.987971
  nChanged 11
		SP:Iteration 18Q (45808.340000 sec): 3 clusters
  Score: Raw -597197.366154 + Penalty 2762.515286 = -594434.850869
  nChanged 8
		SP:Iteration 19Q (45808.580000 sec): 3 clusters
  Score: Raw -597199.756590 + Penalty 2762.515286 = -594437.241305
  nChanged 7
		SP:Iteration 20F (45808.770000 sec): 3 clusters
  Score: Raw -597201.603126 + Penalty 2762.515286 = -594439.087840
  nChanged 6
		SP:Iteration 21Q (45808.950000 sec): 3 clusters
  Score: Raw -597202.962164 + Penalty 2762.515286 = -594440.446879
  nChanged 7
		SP:Iteration 22Q (45809.080000 sec): 3 clusters
  Score: Raw -597204.521739 + Penalty 2762.515286 = -594442.006454
  nChanged 6
		SP:Iteration 23Q (45809.270000 sec): 3 clusters
  Score: Raw -597206.595530 + Penalty 2762.515286 = -594444.080245
  nChanged 6
		SP:Iteration 24Q (45809.470000 sec): 3 clusters
  Score: Raw -597207.750787 + Penalty 2762.515286 = -594445.235502
  nChanged 6
		SP:Iteration 25Q (45809.620000 sec): 3 clusters
  Score: Raw -597210.110768 + Penalty 2762.515286 = -594447.595482
  nChanged 9
		SP:Iteration 26Q (45809.810000 sec): 3 clusters
  Score: Raw -597212.797076 + Penalty 2762.515286 = -594450.281791
  nChanged 5
		SP:Iteration 27Q (45810.010000 sec): 3 clusters
  Score: Raw -597213.648030 + Penalty 2762.515286 = -594451.132744
  nChanged 3
		SP:Iteration 28Q (45810.250000 sec): 3 clusters
  Score: Raw -597214.041651 + Penalty 2762.515286 = -594451.526365
  nChanged 1
		SP:Iteration 29Q (45810.410000 sec): 3 clusters
  Score: Raw -597214.083242 + Penalty 2762.515286 = -594451.567956
  nChanged 3
		SP:Iteration 30Q (45810.580000 sec): 3 clusters
  Score: Raw -597214.486779 + Penalty 2762.515286 = -594451.971494
  nChanged 4
		SP:Iteration 31Q (45810.770000 sec): 3 clusters
  Score: Raw -597215.192654 + Penalty 2762.515286 = -594452.677369
  nChanged 4
		SP:Iteration 32Q (45810.950000 sec): 3 clusters
  Score: Raw -597215.784042 + Penalty 2762.515286 = -594453.268756
  nChanged 2
		SP:Iteration 33Q (45811.190000 sec): 3 clusters
  Score: Raw -597215.957740 + Penalty 2762.515286 = -594453.442455
  nChanged 1
		SP:Iteration 34Q (45811.390000 sec): 3 clusters
  Score: Raw -597216.214706 + Penalty 2762.515286 = -594453.699420
  nChanged 2
		SP:Iteration 35Q (45811.540000 sec): 3 clusters
  Score: Raw -597216.474818 + Penalty 2762.515286 = -594453.959532
  nChanged 2
		SP:Iteration 36Q (45811.750000 sec): 3 clusters
  Score: Raw -597216.946644 + Penalty 2762.515286 = -594454.431358
  nChanged 3
		SP:Iteration 37Q (45811.970000 sec): 3 clusters
  Score: Raw -597218.296217 + Penalty 2762.515286 = -594455.780931
  nChanged 4
		SP:Iteration 38Q (45812.230000 sec): 3 clusters
  Score: Raw -597219.223242 + Penalty 2762.515286 = -594456.707957
  nChanged 3
		SP:Iteration 39Q (45812.390000 sec): 3 clusters
  Score: Raw -597220.384410 + Penalty 2762.515286 = -594457.869124
  nChanged 5
		SP:Iteration 40F (45812.560000 sec): 3 clusters
  Score: Raw -597221.254912 + Penalty 2762.515286 = -594458.739626
  nChanged 3
		SP:Iteration 41Q (45812.780000 sec): 3 clusters
  Score: Raw -597222.057645 + Penalty 2762.515286 = -594459.542360
  nChanged 3
		SP:Iteration 42Q (45812.980000 sec): 3 clusters
  Score: Raw -597222.624809 + Penalty 2762.515286 = -594460.109524
  nChanged 3
		SP:Iteration 43Q (45813.220000 sec): 3 clusters
  Score: Raw -597223.295751 + Penalty 2762.515286 = -594460.780466
  nChanged 4
		SP:Iteration 44Q (45813.410000 sec): 3 clusters
  Score: Raw -597224.050434 + Penalty 2762.515286 = -594461.535149
  nChanged 5
		SP:Iteration 45Q (45813.610000 sec): 3 clusters
  Score: Raw -597225.069428 + Penalty 2762.515286 = -594462.554142
  nChanged 3
		SP:Iteration 46Q (45813.750000 sec): 3 clusters
  Score: Raw -597225.978182 + Penalty 2762.515286 = -594463.462896
  nChanged 5
		SP:Iteration 47Q (45813.950000 sec): 3 clusters
  Score: Raw -597227.196294 + Penalty 2762.515286 = -594464.681008
  nChanged 5
		SP:Iteration 48Q (45814.070000 sec): 3 clusters
  Score: Raw -597228.212009 + Penalty 2762.515286 = -594465.696723
  nChanged 6
		SP:Iteration 49Q (45814.210000 sec): 3 clusters
  Score: Raw -597229.722159 + Penalty 2762.515286 = -594467.206874
  nChanged 7
		SP:Iteration 50Q (45814.360000 sec): 3 clusters
  Score: Raw -597231.307421 + Penalty 2762.515286 = -594468.792135
  nChanged 8
		SP:Iteration 51Q (45814.510000 sec): 3 clusters
  Score: Raw -597233.363459 + Penalty 2762.515286 = -594470.848173
  nChanged 4
		SP:Iteration 52Q (45814.690000 sec): 3 clusters
  Score: Raw -597234.193537 + Penalty 2762.515286 = -594471.678251
  nChanged 4
		SP:Iteration 53Q (45814.900000 sec): 3 clusters
  Score: Raw -597235.340192 + Penalty 2762.515286 = -594472.824906
  nChanged 6
		SP:Iteration 54Q (45815.130000 sec): 3 clusters
  Score: Raw -597236.207629 + Penalty 2762.515286 = -594473.692344
  nChanged 3
		SP:Iteration 55Q (45815.350000 sec): 3 clusters
  Score: Raw -597236.866256 + Penalty 2762.515286 = -594474.350971
  nChanged 4
		SP:Iteration 56Q (45815.510000 sec): 3 clusters
  Score: Raw -597237.902095 + Penalty 2762.515286 = -594475.386809
  nChanged 5
		SP:Iteration 57Q (45815.730000 sec): 3 clusters
  Score: Raw -597239.004282 + Penalty 2762.515286 = -594476.488996
  nChanged 3
		SP:Iteration 58Q (45815.910000 sec): 3 clusters
  Score: Raw -597239.653955 + Penalty 2762.515286 = -594477.138670
  nChanged 3
		SP:Iteration 59Q (45816.110000 sec): 3 clusters
  Score: Raw -597240.166606 + Penalty 2762.515286 = -594477.651320
  nChanged 2
		SP:Iteration 60F (45816.270000 sec): 3 clusters
  Score: Raw -597240.465302 + Penalty 2762.515286 = -594477.950017
  nChanged 3
		SP:Iteration 61Q (45816.460000 sec): 3 clusters
  Score: Raw -597241.131721 + Penalty 2762.515286 = -594478.616436
  nChanged 5
		SP:Iteration 62Q (45816.630000 sec): 3 clusters
  Score: Raw -597241.947521 + Penalty 2762.515286 = -594479.432235
  nChanged 2
		SP:Iteration 63Q (45816.810000 sec): 3 clusters
  Score: Raw -597242.474822 + Penalty 2762.515286 = -594479.959536
  nChanged 2
		SP:Iteration 64Q (45816.990000 sec): 3 clusters
  Score: Raw -597242.742316 + Penalty 2762.515286 = -594480.227031
  nChanged 1
		SP:Iteration 65Q (45817.140000 sec): 3 clusters
  Score: Raw -597243.234442 + Penalty 2762.515286 = -594480.719156
  nChanged 3
		SP:Iteration 66Q (45817.290000 sec): 3 clusters
  Score: Raw -597243.741614 + Penalty 2762.515286 = -594481.226328
  nChanged 3
		SP:Iteration 67Q (45817.420000 sec): 3 clusters
  Score: Raw -597244.241161 + Penalty 2762.515286 = -594481.725875
  nChanged 3
		SP:Iteration 68Q (45817.550000 sec): 3 clusters
  Score: Raw -597244.858544 + Penalty 2762.515286 = -594482.343258
  nChanged 6
		SP:Iteration 69Q (45817.750000 sec): 3 clusters
  Score: Raw -597246.274404 + Penalty 2762.515286 = -594483.759118
  nChanged 11
		SP:Iteration 70Q (45817.930000 sec): 3 clusters
  Score: Raw -597248.800557 + Penalty 2762.515286 = -594486.285271
  nChanged 6
		SP:Iteration 71Q (45818.120000 sec): 3 clusters
  Score: Raw -597250.006252 + Penalty 2762.515286 = -594487.490966
  nChanged 11
		SP:Iteration 72Q (45818.310000 sec): 3 clusters
  Score: Raw -597252.468797 + Penalty 2762.515286 = -594489.953512
  nChanged 16
		SP:Iteration 73Q (45818.460000 sec): 3 clusters
  Score: Raw -597256.004396 + Penalty 2762.515286 = -594493.489110
  nChanged 13
		SP:Iteration 74Q (45818.660000 sec): 3 clusters
  Score: Raw -597258.790977 + Penalty 2762.515286 = -594496.275691
  nChanged 5
		SP:Iteration 75Q (45818.870000 sec): 3 clusters
  Score: Raw -597260.009697 + Penalty 2762.515286 = -594497.494412
  nChanged 5
		SP:Iteration 76Q (45819.040000 sec): 3 clusters
  Score: Raw -597261.184527 + Penalty 2762.515286 = -594498.669241
  nChanged 7
		SP:Iteration 77Q (45819.300000 sec): 3 clusters
  Score: Raw -597262.951905 + Penalty 2762.515286 = -594500.436619
  nChanged 8
		SP:Iteration 78Q (45819.440000 sec): 3 clusters
  Score: Raw -597264.543741 + Penalty 2762.515286 = -594502.028456
  nChanged 5
		SP:Iteration 79Q (45819.620000 sec): 3 clusters
  Score: Raw -597265.912663 + Penalty 2762.515286 = -594503.397378
  nChanged 10
		SP:Iteration 80F (45819.780000 sec): 3 clusters
  Score: Raw -597269.491249 + Penalty 2762.515286 = -594506.975963
  nChanged 14
		SP:Iteration 81Q (45820.000000 sec): 3 clusters
  Score: Raw -597273.961439 + Penalty 2762.515286 = -594511.446153
  nChanged 17
		SP:Iteration 82Q (45820.180000 sec): 3 clusters
  Score: Raw -597278.265080 + Penalty 2762.515286 = -594515.749795
  nChanged 9
		SP:Iteration 83Q (45820.420000 sec): 3 clusters
  Score: Raw -597280.555172 + Penalty 2762.515286 = -594518.039886
  nChanged 10
		SP:Iteration 84Q (45820.590000 sec): 3 clusters
  Score: Raw -597282.975375 + Penalty 2762.515286 = -594520.460089
  nChanged 6
		SP:Iteration 85Q (45820.820000 sec): 3 clusters
  Score: Raw -597284.800411 + Penalty 2762.515286 = -594522.285125
  nChanged 5
		SP:Iteration 86Q (45821.050000 sec): 3 clusters
  Score: Raw -597285.800607 + Penalty 2762.515286 = -594523.285322
  nChanged 8
		SP:Iteration 87Q (45821.260000 sec): 3 clusters
  Score: Raw -597287.499147 + Penalty 2762.515286 = -594524.983861
  nChanged 7
		SP:Iteration 88Q (45821.400000 sec): 3 clusters
  Score: Raw -597288.921552 + Penalty 2762.515286 = -594526.406267
  nChanged 8
		SP:Iteration 89Q (45821.640000 sec): 3 clusters
  Score: Raw -597290.944162 + Penalty 2762.515286 = -594528.428876
  nChanged 8
		SP:Iteration 90Q (45821.890000 sec): 3 clusters
  Score: Raw -597292.763780 + Penalty 2762.515286 = -594530.248494
  nChanged 9
		SP:Iteration 91Q (45822.090000 sec): 3 clusters
  Score: Raw -597294.793743 + Penalty 2762.515286 = -594532.278457
  nChanged 7
		SP:Iteration 92Q (45822.320000 sec): 3 clusters
  Score: Raw -597296.272835 + Penalty 2762.515286 = -594533.757550
  nChanged 7
		SP:Iteration 93Q (45822.540000 sec): 3 clusters
  Score: Raw -597297.684583 + Penalty 2762.515286 = -594535.169298
  nChanged 2
		SP:Iteration 94Q (45822.760000 sec): 3 clusters
  Score: Raw -597298.190372 + Penalty 2762.515286 = -594535.675086
  nChanged 4
		SP:Iteration 95Q (45822.960000 sec): 3 clusters
  Score: Raw -597299.000621 + Penalty 2762.515286 = -594536.485336
  nChanged 0
		SP:Iteration 96F (45823.200000 sec): 3 clusters
  Score: Raw -597299.000621 + Penalty 2762.515286 = -594536.485336
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 60 (191 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (45823.290000 sec): 2 clusters
  Score: Raw -11233.259014 + Penalty 853.494432 = -10379.764582
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (45823.430000 sec): 3 clusters
  Score: Raw -11350.359069 + Penalty 1706.988864 = -9643.370205
  nChanged 38
		SP:Iteration 1F (45823.610000 sec): 3 clusters
  Score: Raw -11531.068286 + Penalty 1706.988864 = -9824.079422
  nChanged 14
		SP:Iteration 2F (45823.830000 sec): 3 clusters
  Score: Raw -11594.011240 + Penalty 1706.988864 = -9887.022375
  nChanged 7
		SP:Iteration 3Q (45824.030000 sec): 3 clusters
  Score: Raw -11622.214322 + Penalty 1706.988864 = -9915.225458
  nChanged 6
		SP:Iteration 4Q (45824.200000 sec): 3 clusters
  Score: Raw -11662.752088 + Penalty 1706.988864 = -9955.763224
  nChanged 9
		SP:Iteration 5Q (45824.400000 sec): 3 clusters
  Score: Raw -11729.409540 + Penalty 1706.988864 = -10022.420676
  nChanged 5
		SP:Iteration 6Q (45824.550000 sec): 3 clusters
  Score: Raw -11754.223371 + Penalty 1706.988864 = -10047.234507
  nChanged 4
		SP:Iteration 7Q (45824.720000 sec): 3 clusters
  Score: Raw -11782.464393 + Penalty 1706.988864 = -10075.475529
  nChanged 0
		SP:Iteration 8F (45824.840000 sec): 3 clusters
  Score: Raw -11782.464393 + Penalty 1706.988864 = -10075.475529
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 61 (251 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (45824.890000 sec): 2 clusters
  Score: Raw -23477.671745 + Penalty 897.886103 = -22579.785642
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (45825.110000 sec): 3 clusters
  Score: Raw -23563.314529 + Penalty 1795.772205 = -21767.542324
  nChanged 33
		SP:Iteration 1F (45825.260000 sec): 3 clusters
  Score: Raw -23642.978023 + Penalty 1795.772205 = -21847.205817
  nChanged 17
		SP:Iteration 2F (45825.430000 sec): 3 clusters
  Score: Raw -23720.933901 + Penalty 1795.772205 = -21925.161696
  nChanged 13
		SP:Iteration 3F (45825.590000 sec): 3 clusters
  Score: Raw -23797.280572 + Penalty 1795.772205 = -22001.508367
  nChanged 7
		SP:Iteration 4Q (45825.790000 sec): 3 clusters
  Score: Raw -23826.118409 + Penalty 1795.772205 = -22030.346203
  nChanged 3
		SP:Iteration 5Q (45825.880000 sec): 3 clusters
  Score: Raw -23831.982669 + Penalty 1795.772205 = -22036.210464
  nChanged 0
		SP:Iteration 6F (45826.070000 sec): 3 clusters
  Score: Raw -23831.982669 + Penalty 1795.772205 = -22036.210464
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 62 (294 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (45826.110000 sec): 2 clusters
  Score: Raw -21718.440393 + Penalty 923.581712 = -20794.858681
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (45826.300000 sec): 3 clusters
  Score: Raw -21774.407350 + Penalty 1847.163424 = -19927.243925
  nChanged 66
		SP:Iteration 1F (45826.440000 sec): 3 clusters
  Score: Raw -21937.206868 + Penalty 1847.163424 = -20090.043443
  nChanged 20
		SP:Iteration 2F (45826.570000 sec): 3 clusters
  Score: Raw -22001.806908 + Penalty 1847.163424 = -20154.643484
  nChanged 8
		SP:Iteration 3Q (45826.680000 sec): 3 clusters
  Score: Raw -22038.877748 + Penalty 1847.163424 = -20191.714323
  nChanged 6
		SP:Iteration 4Q (45826.890000 sec): 3 clusters
  Score: Raw -22060.327327 + Penalty 1847.163424 = -20213.163903
  nChanged 2
		SP:Iteration 5Q (45827.110000 sec): 3 clusters
  Score: Raw -22064.795363 + Penalty 1847.163424 = -20217.631939
  nChanged 1
		SP:Iteration 6Q (45827.250000 sec): 3 clusters
  Score: Raw -22065.424929 + Penalty 1847.163424 = -20218.261505
  nChanged 0
		SP:Iteration 7F (45827.440000 sec): 3 clusters
  Score: Raw -22065.424929 + Penalty 1847.163424 = -20218.261505
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 63 (3736 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (45827.570000 sec): 2 clusters
  Score: Raw -505445.956258 + Penalty 1336.687755 = -504109.268503
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (45827.710000 sec): 3 clusters
  Score: Raw -503581.313897 + Penalty 2673.375510 = -500907.938387
  nChanged 1527
		SP:Iteration 1F (45827.850000 sec): 3 clusters
  Score: Raw -504509.250028 + Penalty 2673.375510 = -501835.874518
  nChanged 310
		SP:Iteration 2F (45827.980000 sec): 3 clusters
  Score: Raw -504700.558906 + Penalty 2673.375510 = -502027.183396
  nChanged 227
		SP:Iteration 3F (45828.120000 sec): 3 clusters
  Score: Raw -504848.522429 + Penalty 2673.375510 = -502175.146920
  nChanged 193
		SP:Iteration 4F (45828.310000 sec): 3 clusters
  Score: Raw -504965.370503 + Penalty 2673.375510 = -502291.994993
  nChanged 168
		SP:Iteration 5Q (45828.490000 sec): 3 clusters
  Score: Raw -505079.186164 + Penalty 2673.375510 = -502405.810655
  nChanged 176
		SP:Iteration 6Q (45828.630000 sec): 3 clusters
  Score: Raw -505195.104441 + Penalty 2673.375510 = -502521.728931
  nChanged 155
		SP:Iteration 7Q (45828.750000 sec): 3 clusters
  Score: Raw -505305.991021 + Penalty 2673.375510 = -502632.615511
  nChanged 137
		SP:Iteration 8Q (45828.890000 sec): 3 clusters
  Score: Raw -505400.820469 + Penalty 2673.375510 = -502727.444959
  nChanged 111
		SP:Iteration 9Q (45829.030000 sec): 3 clusters
  Score: Raw -505483.150806 + Penalty 2673.375510 = -502809.775296
  nChanged 104
		SP:Iteration 10Q (45829.120000 sec): 3 clusters
  Score: Raw -505565.832074 + Penalty 2673.375510 = -502892.456564
  nChanged 94
		SP:Iteration 11Q (45829.280000 sec): 3 clusters
  Score: Raw -505635.209287 + Penalty 2673.375510 = -502961.833777
  nChanged 72
		SP:Iteration 12Q (45829.420000 sec): 3 clusters
  Score: Raw -505693.408180 + Penalty 2673.375510 = -503020.032670
  nChanged 57
		SP:Iteration 13Q (45829.570000 sec): 3 clusters
  Score: Raw -505732.568204 + Penalty 2673.375510 = -503059.192694
  nChanged 46
		SP:Iteration 14Q (45829.670000 sec): 3 clusters
  Score: Raw -505764.280191 + Penalty 2673.375510 = -503090.904681
  nChanged 33
		SP:Iteration 15Q (45829.850000 sec): 3 clusters
  Score: Raw -505787.220554 + Penalty 2673.375510 = -503113.845044
  nChanged 31
		SP:Iteration 16Q (45829.990000 sec): 3 clusters
  Score: Raw -505807.463176 + Penalty 2673.375510 = -503134.087667
  nChanged 27
		SP:Iteration 17Q (45830.130000 sec): 3 clusters
  Score: Raw -505824.137405 + Penalty 2673.375510 = -503150.761895
  nChanged 26
		SP:Iteration 18Q (45830.280000 sec): 3 clusters
  Score: Raw -505845.106942 + Penalty 2673.375510 = -503171.731432
  nChanged 24
		SP:Iteration 19Q (45830.440000 sec): 3 clusters
  Score: Raw -505866.758639 + Penalty 2673.375510 = -503193.383129
  nChanged 16
		SP:Iteration 20F (45830.590000 sec): 3 clusters
  Score: Raw -505875.902596 + Penalty 2673.375510 = -503202.527086
  nChanged 9
		SP:Iteration 21Q (45830.830000 sec): 3 clusters
  Score: Raw -505883.605655 + Penalty 2673.375510 = -503210.230145
  nChanged 8
		SP:Iteration 22Q (45830.970000 sec): 3 clusters
  Score: Raw -505892.560272 + Penalty 2673.375510 = -503219.184762
  nChanged 10
		SP:Iteration 23Q (45831.130000 sec): 3 clusters
  Score: Raw -505901.057860 + Penalty 2673.375510 = -503227.682350
  nChanged 4
		SP:Iteration 24Q (45831.350000 sec): 3 clusters
  Score: Raw -505904.658994 + Penalty 2673.375510 = -503231.283484
  nChanged 7
		SP:Iteration 25Q (45831.500000 sec): 3 clusters
  Score: Raw -505908.076343 + Penalty 2673.375510 = -503234.700833
  nChanged 3
		SP:Iteration 26Q (45831.670000 sec): 3 clusters
  Score: Raw -505910.169848 + Penalty 2673.375510 = -503236.794339
  nChanged 4
		SP:Iteration 27Q (45831.850000 sec): 3 clusters
  Score: Raw -505912.309334 + Penalty 2673.375510 = -503238.933824
  nChanged 2
		SP:Iteration 28Q (45832.050000 sec): 3 clusters
  Score: Raw -505913.157082 + Penalty 2673.375510 = -503239.781572
  nChanged 0
		SP:Iteration 29F (45832.230000 sec): 3 clusters
  Score: Raw -505913.157082 + Penalty 2673.375510 = -503239.781572
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 64 (10982 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (45832.400000 sec): 2 clusters
  Score: Raw -1323316.566377 + Penalty 1511.902088 = -1321804.664289
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (45832.730000 sec): 3 clusters
  Score: Raw -1317061.184051 + Penalty 3023.804176 = -1314037.379875
  nChanged 4804
		SP:Iteration 1F (45832.990000 sec): 3 clusters
  Score: Raw -1319531.393416 + Penalty 3023.804176 = -1316507.589240
  nChanged 639
		SP:Iteration 2F (45833.220000 sec): 3 clusters
  Score: Raw -1319751.387576 + Penalty 3023.804176 = -1316727.583400
  nChanged 490
		SP:Iteration 3Q (45833.510000 sec): 3 clusters
  Score: Raw -1319910.188381 + Penalty 3023.804176 = -1316886.384206
  nChanged 406
		SP:Iteration 4Q (45833.790000 sec): 3 clusters
  Score: Raw -1320028.366490 + Penalty 3023.804176 = -1317004.562314
  nChanged 315
		SP:Iteration 5Q (45834.080000 sec): 3 clusters
  Score: Raw -1320128.556632 + Penalty 3023.804176 = -1317104.752456
  nChanged 335
		SP:Iteration 6Q (45834.320000 sec): 3 clusters
  Score: Raw -1320232.638070 + Penalty 3023.804176 = -1317208.833895
  nChanged 330
		SP:Iteration 7Q (45834.510000 sec): 3 clusters
  Score: Raw -1320332.891381 + Penalty 3023.804176 = -1317309.087205
  nChanged 293
		SP:Iteration 8Q (45834.750000 sec): 3 clusters
  Score: Raw -1320439.229630 + Penalty 3023.804176 = -1317415.425454
  nChanged 343
		SP:Iteration 9Q (45834.990000 sec): 3 clusters
  Score: Raw -1320565.469682 + Penalty 3023.804176 = -1317541.665507
  nChanged 364
		SP:Iteration 10Q (45835.230000 sec): 3 clusters
  Score: Raw -1320730.028184 + Penalty 3023.804176 = -1317706.224008
  nChanged 413
		SP:Iteration 11Q (45835.470000 sec): 3 clusters
  Score: Raw -1320951.083927 + Penalty 3023.804176 = -1317927.279752
  nChanged 450
		SP:Iteration 12Q (45835.710000 sec): 3 clusters
  Score: Raw -1321216.691240 + Penalty 3023.804176 = -1318192.887064
  nChanged 477
		SP:Iteration 13Q (45835.970000 sec): 3 clusters
  Score: Raw -1321515.439369 + Penalty 3023.804176 = -1318491.635193
  nChanged 508
		SP:Iteration 14Q (45836.210000 sec): 3 clusters
  Score: Raw -1321851.764676 + Penalty 3023.804176 = -1318827.960501
  nChanged 447
		SP:Iteration 15Q (45836.410000 sec): 3 clusters
  Score: Raw -1322156.310768 + Penalty 3023.804176 = -1319132.506593
  nChanged 415
		SP:Iteration 16Q (45836.620000 sec): 3 clusters
  Score: Raw -1322470.989073 + Penalty 3023.804176 = -1319447.184897
  nChanged 365
		SP:Iteration 17Q (45836.820000 sec): 3 clusters
  Score: Raw -1322759.949928 + Penalty 3023.804176 = -1319736.145753
  nChanged 318
		SP:Iteration 18Q (45837.030000 sec): 3 clusters
  Score: Raw -1323030.362408 + Penalty 3023.804176 = -1320006.558232
  nChanged 270
		SP:Iteration 19Q (45837.270000 sec): 3 clusters
  Score: Raw -1323321.029868 + Penalty 3023.804176 = -1320297.225692
  nChanged 239
		SP:Iteration 20F (45837.510000 sec): 3 clusters
  Score: Raw -1323595.557076 + Penalty 3023.804176 = -1320571.752900
  nChanged 183
		SP:Iteration 21Q (45837.720000 sec): 3 clusters
  Score: Raw -1323764.110817 + Penalty 3023.804176 = -1320740.306642
  nChanged 123
		SP:Iteration 22Q (45837.960000 sec): 3 clusters
  Score: Raw -1323855.640238 + Penalty 3023.804176 = -1320831.836062
  nChanged 84
		SP:Iteration 23Q (45838.200000 sec): 3 clusters
  Score: Raw -1323898.439994 + Penalty 3023.804176 = -1320874.635818
  nChanged 53
		SP:Iteration 24Q (45838.440000 sec): 3 clusters
  Score: Raw -1323919.093349 + Penalty 3023.804176 = -1320895.289174
  nChanged 41
		SP:Iteration 25Q (45838.720000 sec): 3 clusters
  Score: Raw -1323930.262265 + Penalty 3023.804176 = -1320906.458089
  nChanged 12
		SP:Iteration 26Q (45838.890000 sec): 3 clusters
  Score: Raw -1323933.331081 + Penalty 3023.804176 = -1320909.526905
  nChanged 11
		SP:Iteration 27Q (45839.130000 sec): 3 clusters
  Score: Raw -1323936.502804 + Penalty 3023.804176 = -1320912.698629
  nChanged 13
		SP:Iteration 28Q (45839.370000 sec): 3 clusters
  Score: Raw -1323940.113257 + Penalty 3023.804176 = -1320916.309082
  nChanged 12
		SP:Iteration 29Q (45839.610000 sec): 3 clusters
  Score: Raw -1323942.999654 + Penalty 3023.804176 = -1320919.195478
  nChanged 10
		SP:Iteration 30Q (45839.860000 sec): 3 clusters
  Score: Raw -1323945.048105 + Penalty 3023.804176 = -1320921.243929
  nChanged 11
		SP:Iteration 31Q (45840.100000 sec): 3 clusters
  Score: Raw -1323947.778180 + Penalty 3023.804176 = -1320923.974004
  nChanged 11
		SP:Iteration 32Q (45840.340000 sec): 3 clusters
  Score: Raw -1323949.867274 + Penalty 3023.804176 = -1320926.063098
  nChanged 8
		SP:Iteration 33Q (45840.580000 sec): 3 clusters
  Score: Raw -1323951.492677 + Penalty 3023.804176 = -1320927.688502
  nChanged 14
		SP:Iteration 34Q (45840.810000 sec): 3 clusters
  Score: Raw -1323954.557963 + Penalty 3023.804176 = -1320930.753788
  nChanged 9
		SP:Iteration 35Q (45841.050000 sec): 3 clusters
  Score: Raw -1323956.672796 + Penalty 3023.804176 = -1320932.868621
  nChanged 9
		SP:Iteration 36Q (45841.310000 sec): 3 clusters
  Score: Raw -1323958.296357 + Penalty 3023.804176 = -1320934.492181
  nChanged 4
		SP:Iteration 37Q (45841.530000 sec): 3 clusters
  Score: Raw -1323959.112798 + Penalty 3023.804176 = -1320935.308622
  nChanged 3
		SP:Iteration 38Q (45841.790000 sec): 3 clusters
  Score: Raw -1323959.494292 + Penalty 3023.804176 = -1320935.690117
  nChanged 1
		SP:Iteration 39Q (45842.020000 sec): 3 clusters
  Score: Raw -1323959.621257 + Penalty 3023.804176 = -1320935.817081
  nChanged 0
		SP:Iteration 40F (45842.300000 sec): 3 clusters
  Score: Raw -1323959.621257 + Penalty 3023.804176 = -1320935.817081
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 65 (128 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (45842.440000 sec): 2 clusters
  Score: Raw -7349.922128 + Penalty 788.454918 = -6561.467210
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (45842.640000 sec): 3 clusters
  Score: Raw -7728.903467 + Penalty 1576.909836 = -6151.993632
  nChanged 11
		SP:Iteration 1F (45842.860000 sec): 3 clusters
  Score: Raw -7783.643234 + Penalty 1576.909836 = -6206.733398
  nChanged 2
		SP:Iteration 2Q (45843.080000 sec): 3 clusters
  Score: Raw -7785.915868 + Penalty 1576.909836 = -6209.006032
  nChanged 2
		SP:Iteration 3Q (45843.260000 sec): 3 clusters
  Score: Raw -7799.929967 + Penalty 1576.909836 = -6223.020131
  nChanged 0
		SP:Iteration 4F (45843.440000 sec): 3 clusters
  Score: Raw -7799.929967 + Penalty 1576.909836 = -6223.020131
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 66 (578 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (45843.520000 sec): 2 clusters
  Score: Raw -70878.238301 + Penalty 1033.430754 = -69844.807547
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (45843.720000 sec): 3 clusters
  Score: Raw -70774.254774 + Penalty 2066.861507 = -68707.393266
  nChanged 138
		SP:Iteration 1F (45843.850000 sec): 3 clusters
  Score: Raw -70952.979826 + Penalty 2066.861507 = -68886.118318
  nChanged 25
		SP:Iteration 2Q (45844.040000 sec): 3 clusters
  Score: Raw -70986.282963 + Penalty 2066.861507 = -68919.421455
  nChanged 8
		SP:Iteration 3Q (45844.220000 sec): 3 clusters
  Score: Raw -70993.632552 + Penalty 2066.861507 = -68926.771044
  nChanged 2
		SP:Iteration 4Q (45844.350000 sec): 3 clusters
  Score: Raw -70995.128978 + Penalty 2066.861507 = -68928.267471
  nChanged 2
		SP:Iteration 5Q (45844.540000 sec): 3 clusters
  Score: Raw -71002.150782 + Penalty 2066.861507 = -68935.289275
  nChanged 2
		SP:Iteration 6Q (45844.690000 sec): 3 clusters
  Score: Raw -71015.415417 + Penalty 2066.861507 = -68948.553910
  nChanged 5
		SP:Iteration 7Q (45844.890000 sec): 3 clusters
  Score: Raw -71028.847410 + Penalty 2066.861507 = -68961.985903
  nChanged 8
		SP:Iteration 8Q (45845.150000 sec): 3 clusters
  Score: Raw -71046.828932 + Penalty 2066.861507 = -68979.967425
  nChanged 8
		SP:Iteration 9Q (45845.380000 sec): 3 clusters
  Score: Raw -71061.678152 + Penalty 2066.861507 = -68994.816645
  nChanged 11
		SP:Iteration 10Q (45845.580000 sec): 3 clusters
  Score: Raw -71098.550021 + Penalty 2066.861507 = -69031.688514
  nChanged 19
		SP:Iteration 11Q (45845.770000 sec): 3 clusters
  Score: Raw -71174.097132 + Penalty 2066.861507 = -69107.235625
  nChanged 14
		SP:Iteration 12Q (45845.940000 sec): 3 clusters
  Score: Raw -71197.449847 + Penalty 2066.861507 = -69130.588340
  nChanged 11
		SP:Iteration 13Q (45846.130000 sec): 3 clusters
  Score: Raw -71220.599073 + Penalty 2066.861507 = -69153.737565
  nChanged 9
		SP:Iteration 14Q (45846.250000 sec): 3 clusters
  Score: Raw -71234.789926 + Penalty 2066.861507 = -69167.928418
  nChanged 7
		SP:Iteration 15Q (45846.470000 sec): 3 clusters
  Score: Raw -71244.386251 + Penalty 2066.861507 = -69177.524744
  nChanged 6
		SP:Iteration 16Q (45846.650000 sec): 3 clusters
  Score: Raw -71259.519705 + Penalty 2066.861507 = -69192.658198
  nChanged 9
		SP:Iteration 17Q (45846.780000 sec): 3 clusters
  Score: Raw -71285.302155 + Penalty 2066.861507 = -69218.440648
  nChanged 8
		SP:Iteration 18Q (45847.030000 sec): 3 clusters
  Score: Raw -71299.030944 + Penalty 2066.861507 = -69232.169436
  nChanged 4
		SP:Iteration 19Q (45847.190000 sec): 3 clusters
  Score: Raw -71308.582274 + Penalty 2066.861507 = -69241.720766
  nChanged 2
		SP:Iteration 20F (45847.350000 sec): 3 clusters
  Score: Raw -71311.107223 + Penalty 2066.861507 = -69244.245716
  nChanged 1
		SP:Iteration 21Q (45847.500000 sec): 3 clusters
  Score: Raw -71312.562706 + Penalty 2066.861507 = -69245.701198
  nChanged 1
		SP:Iteration 22Q (45847.650000 sec): 3 clusters
  Score: Raw -71313.849234 + Penalty 2066.861507 = -69246.987727
  nChanged 2
		SP:Iteration 23Q (45847.840000 sec): 3 clusters
  Score: Raw -71315.171184 + Penalty 2066.861507 = -69248.309677
  nChanged 1
		SP:Iteration 24Q (45848.020000 sec): 3 clusters
  Score: Raw -71316.501511 + Penalty 2066.861507 = -69249.640004
  nChanged 1
		SP:Iteration 25Q (45848.200000 sec): 3 clusters
  Score: Raw -71317.521425 + Penalty 2066.861507 = -69250.659918
  nChanged 1
		SP:Iteration 26Q (45848.400000 sec): 3 clusters
  Score: Raw -71319.151102 + Penalty 2066.861507 = -69252.289595
  nChanged 0
		SP:Iteration 27F (45848.630000 sec): 3 clusters
  Score: Raw -71319.151102 + Penalty 2066.861507 = -69252.289595
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 67 (319 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (45848.720000 sec): 2 clusters
  Score: Raw -23565.481108 + Penalty 936.843554 = -22628.637553
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (45848.870000 sec): 3 clusters
  Score: Raw -23633.228399 + Penalty 1873.687108 = -21759.541291
  nChanged 85
		SP:Iteration 1F (45849.070000 sec): 3 clusters
  Score: Raw -23836.672281 + Penalty 1873.687108 = -21962.985172
  nChanged 21
		SP:Iteration 2F (45849.320000 sec): 3 clusters
  Score: Raw -23878.089747 + Penalty 1873.687108 = -22004.402639
  nChanged 10
		SP:Iteration 3Q (45849.450000 sec): 3 clusters
  Score: Raw -23894.015572 + Penalty 1873.687108 = -22020.328464
  nChanged 4
		SP:Iteration 4Q (45849.620000 sec): 3 clusters
  Score: Raw -23901.663051 + Penalty 1873.687108 = -22027.975943
  nChanged 1
		SP:Iteration 5Q (45849.790000 sec): 3 clusters
  Score: Raw -23902.120896 + Penalty 1873.687108 = -22028.433788
  nChanged 1
		SP:Iteration 6Q (45849.980000 sec): 3 clusters
  Score: Raw -23906.352960 + Penalty 1873.687108 = -22032.665852
  nChanged 1
		SP:Iteration 7Q (45850.180000 sec): 3 clusters
  Score: Raw -23909.023556 + Penalty 1873.687108 = -22035.336447
  nChanged 2
		SP:Iteration 8Q (45850.310000 sec): 3 clusters
  Score: Raw -23910.465968 + Penalty 1873.687108 = -22036.778860
  nChanged 3
		SP:Iteration 9Q (45850.500000 sec): 3 clusters
  Score: Raw -23912.777909 + Penalty 1873.687108 = -22039.090801
  nChanged 2
		SP:Iteration 10Q (45850.610000 sec): 3 clusters
  Score: Raw -23914.701858 + Penalty 1873.687108 = -22041.014749
  nChanged 2
		SP:Iteration 11Q (45850.820000 sec): 3 clusters
  Score: Raw -23925.714200 + Penalty 1873.687108 = -22052.027092
  nChanged 3
		SP:Iteration 12Q (45851.050000 sec): 3 clusters
  Score: Raw -23930.755647 + Penalty 1873.687108 = -22057.068539
  nChanged 4
		SP:Iteration 13Q (45851.210000 sec): 3 clusters
  Score: Raw -23935.153413 + Penalty 1873.687108 = -22061.466305
  nChanged 3
		SP:Iteration 14Q (45851.330000 sec): 3 clusters
  Score: Raw -23939.682012 + Penalty 1873.687108 = -22065.994904
  nChanged 5
		SP:Iteration 15Q (45851.560000 sec): 3 clusters
  Score: Raw -23952.927749 + Penalty 1873.687108 = -22079.240641
  nChanged 4
		SP:Iteration 16Q (45851.730000 sec): 3 clusters
  Score: Raw -23971.853744 + Penalty 1873.687108 = -22098.166636
  nChanged 7
		SP:Iteration 17Q (45851.930000 sec): 3 clusters
  Score: Raw -24003.764209 + Penalty 1873.687108 = -22130.077101
  nChanged 5
		SP:Iteration 18Q (45852.160000 sec): 3 clusters
  Score: Raw -24045.657192 + Penalty 1873.687108 = -22171.970084
  nChanged 3
		SP:Iteration 19Q (45852.290000 sec): 3 clusters
  Score: Raw -24060.574697 + Penalty 1873.687108 = -22186.887589
  nChanged 0
		SP:Iteration 20F (45852.480000 sec): 3 clusters
  Score: Raw -24062.256601 + Penalty 1873.687108 = -22188.569493
  nChanged 1
		SP:Iteration 21Q (45852.640000 sec): 3 clusters
  Score: Raw -24073.889714 + Penalty 1873.687108 = -22200.202606
  nChanged 0
		SP:Iteration 22F (45852.840000 sec): 3 clusters
  Score: Raw -24073.889714 + Penalty 1873.687108 = -22200.202606
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 68 (218 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (45852.940000 sec): 2 clusters
  Score: Raw -11161.379080 + Penalty 874.980448 = -10286.398632
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (45853.110000 sec): 3 clusters
  Score: Raw -11305.864711 + Penalty 1749.960895 = -9555.903816
  nChanged 35
		SP:Iteration 1F (45853.270000 sec): 3 clusters
  Score: Raw -11451.344686 + Penalty 1749.960895 = -9701.383791
  nChanged 14
		SP:Iteration 2F (45853.410000 sec): 3 clusters
  Score: Raw -11498.979975 + Penalty 1749.960895 = -9749.019080
  nChanged 6
		SP:Iteration 3Q (45853.560000 sec): 3 clusters
  Score: Raw -11514.983933 + Penalty 1749.960895 = -9765.023038
  nChanged 3
		SP:Iteration 4Q (45853.720000 sec): 3 clusters
  Score: Raw -11538.838111 + Penalty 1749.960895 = -9788.877216
  nChanged 1
		SP:Iteration 5Q (45853.940000 sec): 3 clusters
  Score: Raw -11545.039107 + Penalty 1749.960895 = -9795.078211
  nChanged 1
		SP:Iteration 6Q (45854.060000 sec): 3 clusters
  Score: Raw -11556.677123 + Penalty 1749.960895 = -9806.716228
  nChanged 1
		SP:Iteration 7Q (45854.240000 sec): 3 clusters
  Score: Raw -11567.470784 + Penalty 1749.960895 = -9817.509888
  nChanged 0
		SP:Iteration 8F (45854.410000 sec): 3 clusters
  Score: Raw -11567.470784 + Penalty 1749.960895 = -9817.509888
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 69 (9314 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (45854.580000 sec): 2 clusters
  Score: Raw -1165557.342907 + Penalty 1485.132013 = -1164072.210894
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (45854.850000 sec): 3 clusters
  Score: Raw -1160369.629487 + Penalty 2970.264025 = -1157399.365462
  nChanged 3959
		SP:Iteration 1F (45855.080000 sec): 3 clusters
  Score: Raw -1162341.222195 + Penalty 2970.264025 = -1159370.958170
  nChanged 568
		SP:Iteration 2F (45855.310000 sec): 3 clusters
  Score: Raw -1162564.170841 + Penalty 2970.264025 = -1159593.906816
  nChanged 454
		SP:Iteration 3Q (45855.580000 sec): 3 clusters
  Score: Raw -1162747.034850 + Penalty 2970.264025 = -1159776.770825
  nChanged 401
		SP:Iteration 4Q (45855.830000 sec): 3 clusters
  Score: Raw -1162891.400250 + Penalty 2970.264025 = -1159921.136225
  nChanged 339
		SP:Iteration 5Q (45856.080000 sec): 3 clusters
  Score: Raw -1162996.108100 + Penalty 2970.264025 = -1160025.844075
  nChanged 280
		SP:Iteration 6Q (45856.310000 sec): 3 clusters
  Score: Raw -1163089.850815 + Penalty 2970.264025 = -1160119.586790
  nChanged 271
		SP:Iteration 7Q (45856.540000 sec): 3 clusters
  Score: Raw -1163176.514977 + Penalty 2970.264025 = -1160206.250952
  nChanged 263
		SP:Iteration 8Q (45856.740000 sec): 3 clusters
  Score: Raw -1163262.048446 + Penalty 2970.264025 = -1160291.784421
  nChanged 283
		SP:Iteration 9Q (45857.020000 sec): 3 clusters
  Score: Raw -1163350.807717 + Penalty 2970.264025 = -1160380.543691
  nChanged 254
		SP:Iteration 10Q (45857.240000 sec): 3 clusters
  Score: Raw -1163441.246682 + Penalty 2970.264025 = -1160470.982657
  nChanged 279
		SP:Iteration 11Q (45857.480000 sec): 3 clusters
  Score: Raw -1163561.182341 + Penalty 2970.264025 = -1160590.918316
  nChanged 328
		SP:Iteration 12Q (45857.710000 sec): 3 clusters
  Score: Raw -1163724.416423 + Penalty 2970.264025 = -1160754.152398
  nChanged 401
		SP:Iteration 13Q (45857.950000 sec): 3 clusters
  Score: Raw -1163947.966075 + Penalty 2970.264025 = -1160977.702050
  nChanged 398
		SP:Iteration 14Q (45858.180000 sec): 3 clusters
  Score: Raw -1164189.743549 + Penalty 2970.264025 = -1161219.479524
  nChanged 450
		SP:Iteration 15Q (45858.400000 sec): 3 clusters
  Score: Raw -1164487.741167 + Penalty 2970.264025 = -1161517.477142
  nChanged 463
		SP:Iteration 16Q (45858.700000 sec): 3 clusters
  Score: Raw -1164795.529733 + Penalty 2970.264025 = -1161825.265707
  nChanged 428
		SP:Iteration 17Q (45858.910000 sec): 3 clusters
  Score: Raw -1165084.733577 + Penalty 2970.264025 = -1162114.469552
  nChanged 408
		SP:Iteration 18Q (45859.140000 sec): 3 clusters
  Score: Raw -1165364.107312 + Penalty 2970.264025 = -1162393.843287
  nChanged 342
		SP:Iteration 19Q (45859.440000 sec): 3 clusters
  Score: Raw -1165587.273464 + Penalty 2970.264025 = -1162617.009439
  nChanged 316
		SP:Iteration 20F (45859.630000 sec): 3 clusters
  Score: Raw -1165758.726664 + Penalty 2970.264025 = -1162788.462639
  nChanged 222
		SP:Iteration 21Q (45859.820000 sec): 3 clusters
  Score: Raw -1165854.850834 + Penalty 2970.264025 = -1162884.586808
  nChanged 147
		SP:Iteration 22Q (45860.110000 sec): 3 clusters
  Score: Raw -1165915.170573 + Penalty 2970.264025 = -1162944.906548
  nChanged 112
		SP:Iteration 23Q (45860.300000 sec): 3 clusters
  Score: Raw -1165954.845934 + Penalty 2970.264025 = -1162984.581909
  nChanged 82
		SP:Iteration 24Q (45860.520000 sec): 3 clusters
  Score: Raw -1165982.595868 + Penalty 2970.264025 = -1163012.331843
  nChanged 62
		SP:Iteration 25Q (45860.700000 sec): 3 clusters
  Score: Raw -1166005.324774 + Penalty 2970.264025 = -1163035.060749
  nChanged 59
		SP:Iteration 26Q (45860.960000 sec): 3 clusters
  Score: Raw -1166023.325595 + Penalty 2970.264025 = -1163053.061570
  nChanged 47
		SP:Iteration 27Q (45861.150000 sec): 3 clusters
  Score: Raw -1166042.105905 + Penalty 2970.264025 = -1163071.841880
  nChanged 38
		SP:Iteration 28Q (45861.370000 sec): 3 clusters
  Score: Raw -1166056.996461 + Penalty 2970.264025 = -1163086.732435
  nChanged 36
		SP:Iteration 29Q (45861.530000 sec): 3 clusters
  Score: Raw -1166069.158887 + Penalty 2970.264025 = -1163098.894862
  nChanged 32
		SP:Iteration 30Q (45861.730000 sec): 3 clusters
  Score: Raw -1166079.392461 + Penalty 2970.264025 = -1163109.128436
  nChanged 32
		SP:Iteration 31Q (45861.960000 sec): 3 clusters
  Score: Raw -1166094.060839 + Penalty 2970.264025 = -1163123.796813
  nChanged 41
		SP:Iteration 32Q (45862.150000 sec): 3 clusters
  Score: Raw -1166113.533120 + Penalty 2970.264025 = -1163143.269094
  nChanged 36
		SP:Iteration 33Q (45862.300000 sec): 3 clusters
  Score: Raw -1166131.501435 + Penalty 2970.264025 = -1163161.237410
  nChanged 38
		SP:Iteration 34Q (45862.500000 sec): 3 clusters
  Score: Raw -1166146.656910 + Penalty 2970.264025 = -1163176.392885
  nChanged 30
		SP:Iteration 35Q (45862.740000 sec): 3 clusters
  Score: Raw -1166156.212141 + Penalty 2970.264025 = -1163185.948116
  nChanged 24
		SP:Iteration 36Q (45862.930000 sec): 3 clusters
  Score: Raw -1166163.194157 + Penalty 2970.264025 = -1163192.930132
  nChanged 21
		SP:Iteration 37Q (45863.140000 sec): 3 clusters
  Score: Raw -1166166.836023 + Penalty 2970.264025 = -1163196.571998
  nChanged 13
		SP:Iteration 38Q (45863.390000 sec): 3 clusters
  Score: Raw -1166169.660284 + Penalty 2970.264025 = -1163199.396259
  nChanged 11
		SP:Iteration 39Q (45863.590000 sec): 3 clusters
  Score: Raw -1166171.819912 + Penalty 2970.264025 = -1163201.555887
  nChanged 6
		SP:Iteration 40F (45863.790000 sec): 3 clusters
  Score: Raw -1166173.046542 + Penalty 2970.264025 = -1163202.782517
  nChanged 5
		SP:Iteration 41Q (45863.960000 sec): 3 clusters
  Score: Raw -1166173.836696 + Penalty 2970.264025 = -1163203.572671
  nChanged 2
		SP:Iteration 42Q (45864.140000 sec): 3 clusters
  Score: Raw -1166174.191095 + Penalty 2970.264025 = -1163203.927070
  nChanged 1
		SP:Iteration 43Q (45864.370000 sec): 3 clusters
  Score: Raw -1166174.380704 + Penalty 2970.264025 = -1163204.116679
  nChanged 3
		SP:Iteration 44Q (45864.560000 sec): 3 clusters
  Score: Raw -1166174.827513 + Penalty 2970.264025 = -1163204.563487
  nChanged 4
		SP:Iteration 45Q (45864.790000 sec): 3 clusters
  Score: Raw -1166175.733915 + Penalty 2970.264025 = -1163205.469890
  nChanged 1
		SP:Iteration 46Q (45865.040000 sec): 3 clusters
  Score: Raw -1166176.100087 + Penalty 2970.264025 = -1163205.836062
  nChanged 2
		SP:Iteration 47Q (45865.260000 sec): 3 clusters
  Score: Raw -1166176.377961 + Penalty 2970.264025 = -1163206.113936
  nChanged 0
		SP:Iteration 48F (45865.470000 sec): 3 clusters
  Score: Raw -1166176.377961 + Penalty 2970.264025 = -1163206.113936
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 70 (300 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (45865.540000 sec): 2 clusters
  Score: Raw -35990.965450 + Penalty 926.864652 = -35064.100798
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (45865.720000 sec): 3 clusters
  Score: Raw -36089.903901 + Penalty 1853.729304 = -34236.174597
  nChanged 56
		SP:Iteration 1F (45865.920000 sec): 3 clusters
  Score: Raw -36251.019500 + Penalty 1853.729304 = -34397.290196
  nChanged 25
		SP:Iteration 2F (45866.060000 sec): 3 clusters
  Score: Raw -36376.221257 + Penalty 1853.729304 = -34522.491952
  nChanged 14
		SP:Iteration 3Q (45866.270000 sec): 3 clusters
  Score: Raw -36439.610636 + Penalty 1853.729304 = -34585.881332
  nChanged 9
		SP:Iteration 4Q (45866.470000 sec): 3 clusters
  Score: Raw -36495.317714 + Penalty 1853.729304 = -34641.588409
  nChanged 4
		SP:Iteration 5Q (45866.660000 sec): 3 clusters
  Score: Raw -36514.943010 + Penalty 1853.729304 = -34661.213706
  nChanged 5
		SP:Iteration 6Q (45866.860000 sec): 3 clusters
  Score: Raw -36530.234127 + Penalty 1853.729304 = -34676.504823
  nChanged 1
		SP:Iteration 7Q (45867.030000 sec): 3 clusters
  Score: Raw -36532.328089 + Penalty 1853.729304 = -34678.598785
  nChanged 0
		SP:Iteration 8F (45867.170000 sec): 3 clusters
  Score: Raw -36532.328089 + Penalty 1853.729304 = -34678.598785
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 71 (204 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (45867.270000 sec): 2 clusters
  Score: Raw -15779.698261 + Penalty 864.194499 = -14915.503762
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (45867.370000 sec): 3 clusters
  Score: Raw -15891.265019 + Penalty 1728.388998 = -14162.876021
  nChanged 31
		SP:Iteration 1F (45867.510000 sec): 3 clusters
  Score: Raw -16000.265037 + Penalty 1728.388998 = -14271.876039
  nChanged 10
		SP:Iteration 2Q (45867.650000 sec): 3 clusters
  Score: Raw -16035.978819 + Penalty 1728.388998 = -14307.589821
  nChanged 8
		SP:Iteration 3Q (45867.810000 sec): 3 clusters
  Score: Raw -16073.173711 + Penalty 1728.388998 = -14344.784713
  nChanged 4
		SP:Iteration 4Q (45867.960000 sec): 3 clusters
  Score: Raw -16088.460814 + Penalty 1728.388998 = -14360.071816
  nChanged 1
		SP:Iteration 5Q (45868.130000 sec): 3 clusters
  Score: Raw -16092.882919 + Penalty 1728.388998 = -14364.493921
  nChanged 2
		SP:Iteration 6Q (45868.300000 sec): 3 clusters
  Score: Raw -16108.251740 + Penalty 1728.388998 = -14379.862742
  nChanged 2
		SP:Iteration 7Q (45868.480000 sec): 3 clusters
  Score: Raw -16114.362972 + Penalty 1728.388998 = -14385.973974
  nChanged 1
		SP:Iteration 8Q (45868.600000 sec): 3 clusters
  Score: Raw -16116.090312 + Penalty 1728.388998 = -14387.701314
  nChanged 0
		SP:Iteration 9F (45868.710000 sec): 3 clusters
  Score: Raw -16116.090312 + Penalty 1728.388998 = -14387.701314
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 73 (187 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (45868.780000 sec): 2 clusters
  Score: Raw -17024.030580 + Penalty 850.055150 = -16173.975430
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (45868.970000 sec): 3 clusters
  Score: Raw -17204.272009 + Penalty 1700.110300 = -15504.161708
  nChanged 35
		SP:Iteration 1F (45869.100000 sec): 3 clusters
  Score: Raw -17466.421909 + Penalty 1700.110300 = -15766.311608
  nChanged 7
		SP:Iteration 2Q (45869.290000 sec): 3 clusters
  Score: Raw -17517.424526 + Penalty 1700.110300 = -15817.314226
  nChanged 2
		SP:Iteration 3Q (45869.480000 sec): 3 clusters
  Score: Raw -17525.622919 + Penalty 1700.110300 = -15825.512618
  nChanged 1
		SP:Iteration 4Q (45869.620000 sec): 3 clusters
  Score: Raw -17527.451896 + Penalty 1700.110300 = -15827.341596
  nChanged 0
		SP:Iteration 5F (45869.750000 sec): 3 clusters
  Score: Raw -17527.451896 + Penalty 1700.110300 = -15827.341596
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 74 (575 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (45869.820000 sec): 2 clusters
  Score: Raw -83057.544918 + Penalty 1032.585132 = -82024.959786
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (45869.960000 sec): 3 clusters
  Score: Raw -82990.285185 + Penalty 2065.170263 = -80925.114922
  nChanged 171
		SP:Iteration 1F (45870.090000 sec): 3 clusters
  Score: Raw -83246.407889 + Penalty 2065.170263 = -81181.237626
  nChanged 42
		SP:Iteration 2F (45870.250000 sec): 3 clusters
  Score: Raw -83324.548186 + Penalty 2065.170263 = -81259.377922
  nChanged 35
		SP:Iteration 3F (45870.410000 sec): 3 clusters
  Score: Raw -83383.724508 + Penalty 2065.170263 = -81318.554245
  nChanged 22
		SP:Iteration 4Q (45870.550000 sec): 3 clusters
  Score: Raw -83416.968133 + Penalty 2065.170263 = -81351.797870
  nChanged 17
		SP:Iteration 5Q (45870.720000 sec): 3 clusters
  Score: Raw -83449.192157 + Penalty 2065.170263 = -81384.021893
  nChanged 11
		SP:Iteration 6Q (45870.840000 sec): 3 clusters
  Score: Raw -83468.186413 + Penalty 2065.170263 = -81403.016150
  nChanged 10
		SP:Iteration 7Q (45871.000000 sec): 3 clusters
  Score: Raw -83495.924127 + Penalty 2065.170263 = -81430.753864
  nChanged 8
		SP:Iteration 8Q (45871.130000 sec): 3 clusters
  Score: Raw -83540.687494 + Penalty 2065.170263 = -81475.517230
  nChanged 10
		SP:Iteration 9Q (45871.310000 sec): 3 clusters
  Score: Raw -83579.870661 + Penalty 2065.170263 = -81514.700398
  nChanged 8
		SP:Iteration 10Q (45871.450000 sec): 3 clusters
  Score: Raw -83597.577043 + Penalty 2065.170263 = -81532.406780
  nChanged 8
		SP:Iteration 11Q (45871.590000 sec): 3 clusters
  Score: Raw -83623.257740 + Penalty 2065.170263 = -81558.087477
  nChanged 4
		SP:Iteration 12Q (45871.690000 sec): 3 clusters
  Score: Raw -83636.504908 + Penalty 2065.170263 = -81571.334645
  nChanged 3
		SP:Iteration 13Q (45871.830000 sec): 3 clusters
  Score: Raw -83650.265571 + Penalty 2065.170263 = -81585.095308
  nChanged 2
		SP:Iteration 14Q (45871.960000 sec): 3 clusters
  Score: Raw -83661.976004 + Penalty 2065.170263 = -81596.805741
  nChanged 5
		SP:Iteration 15Q (45872.100000 sec): 3 clusters
  Score: Raw -83669.356085 + Penalty 2065.170263 = -81604.185822
  nChanged 1
		SP:Iteration 16Q (45872.260000 sec): 3 clusters
  Score: Raw -83672.186221 + Penalty 2065.170263 = -81607.015958
  nChanged 2
		SP:Iteration 17Q (45872.430000 sec): 3 clusters
  Score: Raw -83677.239921 + Penalty 2065.170263 = -81612.069658
  nChanged 2
		SP:Iteration 18Q (45872.620000 sec): 3 clusters
  Score: Raw -83679.014648 + Penalty 2065.170263 = -81613.844385
  nChanged 0
		SP:Iteration 19F (45872.740000 sec): 3 clusters
  Score: Raw -83682.838648 + Penalty 2065.170263 = -81617.668384
  nChanged 2
		SP:Iteration 20F (45872.850000 sec): 3 clusters
  Score: Raw -83698.916881 + Penalty 2065.170263 = -81633.746618
  nChanged 2
		SP:Iteration 21Q (45872.990000 sec): 3 clusters
  Score: Raw -83710.049264 + Penalty 2065.170263 = -81644.879001
  nChanged 4
		SP:Iteration 22Q (45873.190000 sec): 3 clusters
  Score: Raw -83735.934548 + Penalty 2065.170263 = -81670.764285
  nChanged 3
		SP:Iteration 23Q (45873.360000 sec): 3 clusters
  Score: Raw -83739.221030 + Penalty 2065.170263 = -81674.050767
  nChanged 1
		SP:Iteration 24Q (45873.510000 sec): 3 clusters
  Score: Raw -83743.917692 + Penalty 2065.170263 = -81678.747428
  nChanged 0
		SP:Iteration 25F (45873.750000 sec): 3 clusters
  Score: Raw -83743.917692 + Penalty 2065.170263 = -81678.747428
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 75 (127 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (45873.850000 sec): 2 clusters
  Score: Raw -7899.358748 + Penalty 787.180402 = -7112.178346
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (45874.030000 sec): 3 clusters
  Score: Raw -8293.968337 + Penalty 1574.360803 = -6719.607534
  nChanged 17
		SP:Iteration 1F (45874.160000 sec): 3 clusters
  Score: Raw -8355.908291 + Penalty 1574.360803 = -6781.547488
  nChanged 5
		SP:Iteration 2Q (45874.310000 sec): 3 clusters
  Score: Raw -8379.638306 + Penalty 1574.360803 = -6805.277503
  nChanged 1
		SP:Iteration 3Q (45874.470000 sec): 3 clusters
  Score: Raw -8382.778445 + Penalty 1574.360803 = -6808.417642
  nChanged 0
		SP:Iteration 4F (45874.600000 sec): 3 clusters
  Score: Raw -8382.778445 + Penalty 1574.360803 = -6808.417642
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 77 (249 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (45874.690000 sec): 2 clusters
  Score: Raw -21575.521375 + Penalty 896.586096 = -20678.935279
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (45874.880000 sec): 3 clusters
  Score: Raw -21658.183914 + Penalty 1793.172191 = -19865.011722
  nChanged 43
		SP:Iteration 1F (45875.060000 sec): 3 clusters
  Score: Raw -21805.650388 + Penalty 1793.172191 = -20012.478197
  nChanged 14
		SP:Iteration 2F (45875.220000 sec): 3 clusters
  Score: Raw -21832.825425 + Penalty 1793.172191 = -20039.653233
  nChanged 3
		SP:Iteration 3Q (45875.350000 sec): 3 clusters
  Score: Raw -21847.211478 + Penalty 1793.172191 = -20054.039286
  nChanged 1
		SP:Iteration 4Q (45875.490000 sec): 3 clusters
  Score: Raw -21849.937675 + Penalty 1793.172191 = -20056.765484
  nChanged 1
		SP:Iteration 5Q (45875.660000 sec): 3 clusters
  Score: Raw -21855.129594 + Penalty 1793.172191 = -20061.957402
  nChanged 2
		SP:Iteration 6Q (45875.790000 sec): 3 clusters
  Score: Raw -21863.996888 + Penalty 1793.172191 = -20070.824697
  nChanged 4
		SP:Iteration 7Q (45875.930000 sec): 3 clusters
  Score: Raw -21875.336158 + Penalty 1793.172191 = -20082.163967
  nChanged 2
		SP:Iteration 8Q (45876.090000 sec): 3 clusters
  Score: Raw -21900.332155 + Penalty 1793.172191 = -20107.159964
  nChanged 4
		SP:Iteration 9Q (45876.220000 sec): 3 clusters
  Score: Raw -21921.844415 + Penalty 1793.172191 = -20128.672224
  nChanged 8
		SP:Iteration 10Q (45876.400000 sec): 3 clusters
  Score: Raw -21950.077128 + Penalty 1793.172191 = -20156.904937
  nChanged 5
		SP:Iteration 11Q (45876.590000 sec): 3 clusters
  Score: Raw -21973.058128 + Penalty 1793.172191 = -20179.885937
  nChanged 7
		SP:Iteration 12Q (45876.790000 sec): 3 clusters
  Score: Raw -22003.813126 + Penalty 1793.172191 = -20210.640934
  nChanged 7
		SP:Iteration 13Q (45876.910000 sec): 3 clusters
  Score: Raw -22040.442544 + Penalty 1793.172191 = -20247.270352
  nChanged 2
		SP:Iteration 14Q (45877.050000 sec): 3 clusters
  Score: Raw -22047.325692 + Penalty 1793.172191 = -20254.153500
  nChanged 3
		SP:Iteration 15Q (45877.210000 sec): 3 clusters
  Score: Raw -22059.228849 + Penalty 1793.172191 = -20266.056658
  nChanged 2
		SP:Iteration 16Q (45877.330000 sec): 3 clusters
  Score: Raw -22069.691873 + Penalty 1793.172191 = -20276.519682
  nChanged 2
		SP:Iteration 17Q (45877.450000 sec): 3 clusters
  Score: Raw -22071.954083 + Penalty 1793.172191 = -20278.781891
  nChanged 1
		SP:Iteration 18Q (45877.620000 sec): 3 clusters
  Score: Raw -22078.236724 + Penalty 1793.172191 = -20285.064533
  nChanged 1
		SP:Iteration 19Q (45877.800000 sec): 3 clusters
  Score: Raw -22084.493337 + Penalty 1793.172191 = -20291.321146
  nChanged 2
		SP:Iteration 20F (45877.960000 sec): 3 clusters
  Score: Raw -22106.007728 + Penalty 1793.172191 = -20312.835537
  nChanged 1
		SP:Iteration 21Q (45878.180000 sec): 3 clusters
  Score: Raw -22129.957555 + Penalty 1793.172191 = -20336.785364
  nChanged 0
		SP:Iteration 22F (45878.380000 sec): 3 clusters
  Score: Raw -22129.957555 + Penalty 1793.172191 = -20336.785364
  nChanged 0
Iteration 419Q (45979.580000 sec): 76 clusters
  Score: Raw -104766291.805174 + Penalty 166840.206996 = -104599451.598179
  nChanged 0
Iteration 420F (46134.190000 sec): 76 clusters
  Score: Raw -104766304.066749 + Penalty 166840.206996 = -104599463.859753
  nChanged 1
Iteration 421Q (46237.930000 sec): 76 clusters
  Score: Raw -104766403.034047 + Penalty 166840.206996 = -104599562.827051
  nChanged 0
Iteration 422F (46393.770000 sec): 76 clusters
  Score: Raw -104766403.034047 + Penalty 166840.206996 = -104599562.827051
  nChanged 0
Compute initial score before splitting:   Score: Raw -104766403.034047 + Penalty 166840.206996 = -104599562.827051
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 1 (10307 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (46393.910000 sec): 2 clusters
  Score: Raw -1223213.568741 + Penalty 1501.594015 = -1221711.974726
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (46394.180000 sec): 3 clusters
  Score: Raw -1217321.246554 + Penalty 3003.188030 = -1214318.058524
  nChanged 4424
		SP:Iteration 1F (46394.400000 sec): 3 clusters
  Score: Raw -1219597.182964 + Penalty 3003.188030 = -1216593.994934
  nChanged 621
		SP:Iteration 2F (46394.650000 sec): 3 clusters
  Score: Raw -1219846.286490 + Penalty 3003.188030 = -1216843.098459
  nChanged 521
		SP:Iteration 3F (46394.860000 sec): 3 clusters
  Score: Raw -1220062.557769 + Penalty 3003.188030 = -1217059.369738
  nChanged 493
		SP:Iteration 4Q (46395.080000 sec): 3 clusters
  Score: Raw -1220268.035567 + Penalty 3003.188030 = -1217264.847537
  nChanged 485
		SP:Iteration 5Q (46395.290000 sec): 3 clusters
  Score: Raw -1220508.271358 + Penalty 3003.188030 = -1217505.083327
  nChanged 526
		SP:Iteration 6F (46395.510000 sec): 3 clusters
  Score: Raw -1220804.730749 + Penalty 3003.188030 = -1217801.542719
  nChanged 580
		SP:Iteration 7F (46395.690000 sec): 3 clusters
  Score: Raw -1221173.573902 + Penalty 3003.188030 = -1218170.385872
  nChanged 569
		SP:Iteration 8F (46395.870000 sec): 3 clusters
  Score: Raw -1221566.716624 + Penalty 3003.188030 = -1218563.528594
  nChanged 560
		SP:Iteration 9F (46396.060000 sec): 3 clusters
  Score: Raw -1221999.087931 + Penalty 3003.188030 = -1218995.899901
  nChanged 501
		SP:Iteration 10Q (46396.240000 sec): 3 clusters
  Score: Raw -1222402.267201 + Penalty 3003.188030 = -1219399.079171
  nChanged 404
		SP:Iteration 11Q (46396.500000 sec): 3 clusters
  Score: Raw -1222762.663580 + Penalty 3003.188030 = -1219759.475550
  nChanged 280
		SP:Iteration 12Q (46396.750000 sec): 3 clusters
  Score: Raw -1223003.557189 + Penalty 3003.188030 = -1220000.369158
  nChanged 160
		SP:Iteration 13Q (46396.990000 sec): 3 clusters
  Score: Raw -1223148.810176 + Penalty 3003.188030 = -1220145.622146
  nChanged 97
		SP:Iteration 14Q (46397.190000 sec): 3 clusters
  Score: Raw -1223245.831592 + Penalty 3003.188030 = -1220242.643562
  nChanged 68
		SP:Iteration 15Q (46397.390000 sec): 3 clusters
  Score: Raw -1223312.425100 + Penalty 3003.188030 = -1220309.237070
  nChanged 41
		SP:Iteration 16Q (46397.630000 sec): 3 clusters
  Score: Raw -1223348.809602 + Penalty 3003.188030 = -1220345.621572
  nChanged 25
		SP:Iteration 17Q (46397.870000 sec): 3 clusters
  Score: Raw -1223377.228021 + Penalty 3003.188030 = -1220374.039990
  nChanged 21
		SP:Iteration 18Q (46398.030000 sec): 3 clusters
  Score: Raw -1223399.785108 + Penalty 3003.188030 = -1220396.597077
  nChanged 10
		SP:Iteration 19Q (46398.240000 sec): 3 clusters
  Score: Raw -1223409.747653 + Penalty 3003.188030 = -1220406.559623
  nChanged 9
		SP:Iteration 20F (46398.530000 sec): 3 clusters
  Score: Raw -1223415.702245 + Penalty 3003.188030 = -1220412.514215
  nChanged 5
		SP:Iteration 21Q (46398.730000 sec): 3 clusters
  Score: Raw -1223419.150948 + Penalty 3003.188030 = -1220415.962917
  nChanged 3
		SP:Iteration 22Q (46398.910000 sec): 3 clusters
  Score: Raw -1223421.200451 + Penalty 3003.188030 = -1220418.012420
  nChanged 3
		SP:Iteration 23Q (46399.120000 sec): 3 clusters
  Score: Raw -1223423.599095 + Penalty 3003.188030 = -1220420.411065
  nChanged 2
		SP:Iteration 24Q (46399.390000 sec): 3 clusters
  Score: Raw -1223424.739082 + Penalty 3003.188030 = -1220421.551052
  nChanged 1
		SP:Iteration 25Q (46399.680000 sec): 3 clusters
  Score: Raw -1223425.313030 + Penalty 3003.188030 = -1220422.124999
  nChanged 0
		SP:Iteration 26F (46399.950000 sec): 3 clusters
  Score: Raw -1223425.313030 + Penalty 3003.188030 = -1220422.124999
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 2 (23921 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (46400.120000 sec): 2 clusters
  Score: Raw -3008506.404192 + Penalty 1638.408202 = -3006867.995990
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (46400.480000 sec): 3 clusters
  Score: Raw -2993841.929458 + Penalty 3276.816404 = -2990565.113054
  nChanged 10983
		SP:Iteration 1F (46400.800000 sec): 3 clusters
  Score: Raw -3000019.593558 + Penalty 3276.816404 = -2996742.777154
  nChanged 1189
		SP:Iteration 2Q (46401.170000 sec): 3 clusters
  Score: Raw -3000441.118463 + Penalty 3276.816404 = -2997164.302059
  nChanged 1113
		SP:Iteration 3Q (46401.520000 sec): 3 clusters
  Score: Raw -3000851.581382 + Penalty 3276.816404 = -2997574.764978
  nChanged 1059
		SP:Iteration 4Q (46401.830000 sec): 3 clusters
  Score: Raw -3001225.269001 + Penalty 3276.816404 = -2997948.452597
  nChanged 1003
		SP:Iteration 5Q (46402.200000 sec): 3 clusters
  Score: Raw -3001547.219454 + Penalty 3276.816404 = -2998270.403050
  nChanged 905
		SP:Iteration 6Q (46402.570000 sec): 3 clusters
  Score: Raw -3001867.175040 + Penalty 3276.816404 = -2998590.358635
  nChanged 908
		SP:Iteration 7Q (46402.930000 sec): 3 clusters
  Score: Raw -3002212.056737 + Penalty 3276.816404 = -2998935.240333
  nChanged 934
		SP:Iteration 8Q (46403.280000 sec): 3 clusters
  Score: Raw -3002592.635342 + Penalty 3276.816404 = -2999315.818938
  nChanged 951
		SP:Iteration 9Q (46403.590000 sec): 3 clusters
  Score: Raw -3003005.091636 + Penalty 3276.816404 = -2999728.275232
  nChanged 939
		SP:Iteration 10Q (46403.870000 sec): 3 clusters
  Score: Raw -3003475.066628 + Penalty 3276.816404 = -3000198.250223
  nChanged 999
		SP:Iteration 11Q (46404.190000 sec): 3 clusters
  Score: Raw -3004077.939489 + Penalty 3276.816404 = -3000801.123085
  nChanged 1044
		SP:Iteration 12Q (46404.550000 sec): 3 clusters
  Score: Raw -3004797.012160 + Penalty 3276.816404 = -3001520.195756
  nChanged 959
		SP:Iteration 13Q (46404.930000 sec): 3 clusters
  Score: Raw -3005454.353400 + Penalty 3276.816404 = -3002177.536995
  nChanged 784
		SP:Iteration 14Q (46405.240000 sec): 3 clusters
  Score: Raw -3005969.941167 + Penalty 3276.816404 = -3002693.124763
  nChanged 672
		SP:Iteration 15Q (46405.520000 sec): 3 clusters
  Score: Raw -3006347.078019 + Penalty 3276.816404 = -3003070.261614
  nChanged 511
		SP:Iteration 16Q (46405.840000 sec): 3 clusters
  Score: Raw -3006600.021877 + Penalty 3276.816404 = -3003323.205473
  nChanged 413
		SP:Iteration 17Q (46406.220000 sec): 3 clusters
  Score: Raw -3006769.289078 + Penalty 3276.816404 = -3003492.472674
  nChanged 339
		SP:Iteration 18Q (46406.500000 sec): 3 clusters
  Score: Raw -3006905.305117 + Penalty 3276.816404 = -3003628.488713
  nChanged 315
		SP:Iteration 19Q (46406.830000 sec): 3 clusters
  Score: Raw -3007031.563239 + Penalty 3276.816404 = -3003754.746835
  nChanged 326
		SP:Iteration 20F (46407.180000 sec): 3 clusters
  Score: Raw -3007166.949865 + Penalty 3276.816404 = -3003890.133461
  nChanged 301
		SP:Iteration 21Q (46407.540000 sec): 3 clusters
  Score: Raw -3007294.567916 + Penalty 3276.816404 = -3004017.751512
  nChanged 303
		SP:Iteration 22Q (46407.800000 sec): 3 clusters
  Score: Raw -3007424.223088 + Penalty 3276.816404 = -3004147.406683
  nChanged 279
		SP:Iteration 23Q (46408.130000 sec): 3 clusters
  Score: Raw -3007560.199581 + Penalty 3276.816404 = -3004283.383177
  nChanged 303
		SP:Iteration 24Q (46408.430000 sec): 3 clusters
  Score: Raw -3007709.109814 + Penalty 3276.816404 = -3004432.293409
  nChanged 231
		SP:Iteration 25Q (46408.720000 sec): 3 clusters
  Score: Raw -3007821.803621 + Penalty 3276.816404 = -3004544.987217
  nChanged 213
		SP:Iteration 26Q (46409.040000 sec): 3 clusters
  Score: Raw -3007914.878125 + Penalty 3276.816404 = -3004638.061721
  nChanged 173
		SP:Iteration 27Q (46409.300000 sec): 3 clusters
  Score: Raw -3007986.227425 + Penalty 3276.816404 = -3004709.411021
  nChanged 154
		SP:Iteration 28Q (46409.650000 sec): 3 clusters
  Score: Raw -3008050.586747 + Penalty 3276.816404 = -3004773.770342
  nChanged 153
		SP:Iteration 29Q (46409.920000 sec): 3 clusters
  Score: Raw -3008124.646694 + Penalty 3276.816404 = -3004847.830289
  nChanged 147
		SP:Iteration 30Q (46410.230000 sec): 3 clusters
  Score: Raw -3008198.885919 + Penalty 3276.816404 = -3004922.069514
  nChanged 127
		SP:Iteration 31Q (46410.560000 sec): 3 clusters
  Score: Raw -3008263.678120 + Penalty 3276.816404 = -3004986.861716
  nChanged 126
		SP:Iteration 32Q (46410.920000 sec): 3 clusters
  Score: Raw -3008321.771242 + Penalty 3276.816404 = -3005044.954837
  nChanged 113
		SP:Iteration 33Q (46411.240000 sec): 3 clusters
  Score: Raw -3008374.913850 + Penalty 3276.816404 = -3005098.097446
  nChanged 102
		SP:Iteration 34Q (46411.540000 sec): 3 clusters
  Score: Raw -3008424.344202 + Penalty 3276.816404 = -3005147.527797
  nChanged 90
		SP:Iteration 35Q (46411.890000 sec): 3 clusters
  Score: Raw -3008468.349479 + Penalty 3276.816404 = -3005191.533075
  nChanged 74
		SP:Iteration 36Q (46412.230000 sec): 3 clusters
  Score: Raw -3008503.656407 + Penalty 3276.816404 = -3005226.840003
  nChanged 66
		SP:Iteration 37Q (46412.540000 sec): 3 clusters
  Score: Raw -3008539.709705 + Penalty 3276.816404 = -3005262.893301
  nChanged 57
		SP:Iteration 38Q (46412.840000 sec): 3 clusters
  Score: Raw -3008575.349466 + Penalty 3276.816404 = -3005298.533062
  nChanged 55
		SP:Iteration 39Q (46413.100000 sec): 3 clusters
  Score: Raw -3008611.349837 + Penalty 3276.816404 = -3005334.533433
  nChanged 45
		SP:Iteration 40F (46413.340000 sec): 3 clusters
  Score: Raw -3008639.071340 + Penalty 3276.816404 = -3005362.254936
  nChanged 42
		SP:Iteration 41Q (46413.640000 sec): 3 clusters
  Score: Raw -3008665.258710 + Penalty 3276.816404 = -3005388.442305
  nChanged 40
		SP:Iteration 42Q (46413.980000 sec): 3 clusters
  Score: Raw -3008686.832896 + Penalty 3276.816404 = -3005410.016492
  nChanged 23
		SP:Iteration 43Q (46414.280000 sec): 3 clusters
  Score: Raw -3008703.634490 + Penalty 3276.816404 = -3005426.818086
  nChanged 21
		SP:Iteration 44Q (46414.560000 sec): 3 clusters
  Score: Raw -3008715.116889 + Penalty 3276.816404 = -3005438.300484
  nChanged 17
		SP:Iteration 45Q (46414.820000 sec): 3 clusters
  Score: Raw -3008724.688377 + Penalty 3276.816404 = -3005447.871973
  nChanged 13
		SP:Iteration 46Q (46415.140000 sec): 3 clusters
  Score: Raw -3008733.033721 + Penalty 3276.816404 = -3005456.217317
  nChanged 10
		SP:Iteration 47Q (46415.420000 sec): 3 clusters
  Score: Raw -3008738.920011 + Penalty 3276.816404 = -3005462.103607
  nChanged 15
		SP:Iteration 48Q (46415.800000 sec): 3 clusters
  Score: Raw -3008747.287389 + Penalty 3276.816404 = -3005470.470985
  nChanged 12
		SP:Iteration 49Q (46416.120000 sec): 3 clusters
  Score: Raw -3008757.726653 + Penalty 3276.816404 = -3005480.910248
  nChanged 7
		SP:Iteration 50Q (46416.380000 sec): 3 clusters
  Score: Raw -3008764.375796 + Penalty 3276.816404 = -3005487.559391
  nChanged 5
		SP:Iteration 51Q (46416.690000 sec): 3 clusters
  Score: Raw -3008768.581360 + Penalty 3276.816404 = -3005491.764956
  nChanged 9
		SP:Iteration 52Q (46417.020000 sec): 3 clusters
  Score: Raw -3008774.622193 + Penalty 3276.816404 = -3005497.805788
  nChanged 6
		SP:Iteration 53Q (46417.350000 sec): 3 clusters
  Score: Raw -3008777.893078 + Penalty 3276.816404 = -3005501.076674
  nChanged 3
		SP:Iteration 54Q (46417.680000 sec): 3 clusters
  Score: Raw -3008779.341424 + Penalty 3276.816404 = -3005502.525019
  nChanged 2
		SP:Iteration 55Q (46418.050000 sec): 3 clusters
  Score: Raw -3008780.268932 + Penalty 3276.816404 = -3005503.452528
  nChanged 3
		SP:Iteration 56Q (46418.400000 sec): 3 clusters
  Score: Raw -3008781.730718 + Penalty 3276.816404 = -3005504.914314
  nChanged 5
		SP:Iteration 57Q (46418.620000 sec): 3 clusters
  Score: Raw -3008784.386114 + Penalty 3276.816404 = -3005507.569709
  nChanged 3
		SP:Iteration 58Q (46418.930000 sec): 3 clusters
  Score: Raw -3008785.403737 + Penalty 3276.816404 = -3005508.587333
  nChanged 2
		SP:Iteration 59Q (46419.240000 sec): 3 clusters
  Score: Raw -3008786.679433 + Penalty 3276.816404 = -3005509.863029
  nChanged 3
		SP:Iteration 60F (46419.460000 sec): 3 clusters
  Score: Raw -3008788.130970 + Penalty 3276.816404 = -3005511.314566
  nChanged 2
		SP:Iteration 61Q (46419.790000 sec): 3 clusters
  Score: Raw -3008788.553349 + Penalty 3276.816404 = -3005511.736945
  nChanged 2
		SP:Iteration 62Q (46420.090000 sec): 3 clusters
  Score: Raw -3008789.128268 + Penalty 3276.816404 = -3005512.311864
  nChanged 4
		SP:Iteration 63Q (46420.400000 sec): 3 clusters
  Score: Raw -3008791.087275 + Penalty 3276.816404 = -3005514.270871
  nChanged 3
		SP:Iteration 64Q (46420.710000 sec): 3 clusters
  Score: Raw -3008793.304117 + Penalty 3276.816404 = -3005516.487712
  nChanged 4
		SP:Iteration 65Q (46421.050000 sec): 3 clusters
  Score: Raw -3008795.254634 + Penalty 3276.816404 = -3005518.438230
  nChanged 2
		SP:Iteration 66Q (46421.320000 sec): 3 clusters
  Score: Raw -3008795.777915 + Penalty 3276.816404 = -3005518.961510
  nChanged 5
		SP:Iteration 67Q (46421.610000 sec): 3 clusters
  Score: Raw -3008800.325948 + Penalty 3276.816404 = -3005523.509543
  nChanged 6
		SP:Iteration 68Q (46421.930000 sec): 3 clusters
  Score: Raw -3008804.456243 + Penalty 3276.816404 = -3005527.639839
  nChanged 3
		SP:Iteration 69Q (46422.170000 sec): 3 clusters
  Score: Raw -3008806.343253 + Penalty 3276.816404 = -3005529.526849
  nChanged 2
		SP:Iteration 70Q (46422.440000 sec): 3 clusters
  Score: Raw -3008808.148121 + Penalty 3276.816404 = -3005531.331717
  nChanged 3
		SP:Iteration 71Q (46422.760000 sec): 3 clusters
  Score: Raw -3008809.707319 + Penalty 3276.816404 = -3005532.890915
  nChanged 1
		SP:Iteration 72Q (46423.110000 sec): 3 clusters
  Score: Raw -3008810.115280 + Penalty 3276.816404 = -3005533.298876
  nChanged 0
		SP:Iteration 73F (46423.410000 sec): 3 clusters
  Score: Raw -3008810.115280 + Penalty 3276.816404 = -3005533.298876
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 3 (146 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (46423.500000 sec): 2 clusters
  Score: Raw -16929.937136 + Penalty 809.836076 = -16120.101060
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (46423.660000 sec): 3 clusters
  Score: Raw -17130.409799 + Penalty 1619.672152 = -15510.737647
  nChanged 18
		SP:Iteration 1F (46423.820000 sec): 3 clusters
  Score: Raw -17206.123164 + Penalty 1619.672152 = -15586.451011
  nChanged 6
		SP:Iteration 2Q (46423.980000 sec): 3 clusters
  Score: Raw -17249.665739 + Penalty 1619.672152 = -15629.993587
  nChanged 4
		SP:Iteration 3Q (46424.150000 sec): 3 clusters
  Score: Raw -17274.127887 + Penalty 1619.672152 = -15654.455735
  nChanged 3
		SP:Iteration 4Q (46424.310000 sec): 3 clusters
  Score: Raw -17286.803227 + Penalty 1619.672152 = -15667.131075
  nChanged 2
		SP:Iteration 5Q (46424.470000 sec): 3 clusters
  Score: Raw -17298.264606 + Penalty 1619.672152 = -15678.592454
  nChanged 2
		SP:Iteration 6Q (46424.640000 sec): 3 clusters
  Score: Raw -17312.336726 + Penalty 1619.672152 = -15692.664574
  nChanged 0
		SP:Iteration 7F (46424.800000 sec): 3 clusters
  Score: Raw -17312.336726 + Penalty 1619.672152 = -15692.664574
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 4 (1341 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (46424.880000 sec): 2 clusters
  Score: Raw -150120.023181 + Penalty 1170.190269 = -148949.832912
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (46425.050000 sec): 3 clusters
  Score: Raw -149669.304546 + Penalty 2340.380537 = -147328.924009
  nChanged 428
		SP:Iteration 1F (46425.210000 sec): 3 clusters
  Score: Raw -150154.725153 + Penalty 2340.380537 = -147814.344616
  nChanged 142
		SP:Iteration 2F (46425.370000 sec): 3 clusters
  Score: Raw -150400.436673 + Penalty 2340.380537 = -148060.056136
  nChanged 94
		SP:Iteration 3F (46425.530000 sec): 3 clusters
  Score: Raw -150541.249985 + Penalty 2340.380537 = -148200.869448
  nChanged 74
		SP:Iteration 4F (46425.690000 sec): 3 clusters
  Score: Raw -150632.000982 + Penalty 2340.380537 = -148291.620445
  nChanged 52
		SP:Iteration 5Q (46425.850000 sec): 3 clusters
  Score: Raw -150691.215074 + Penalty 2340.380537 = -148350.834536
  nChanged 39
		SP:Iteration 6Q (46426.010000 sec): 3 clusters
  Score: Raw -150725.107420 + Penalty 2340.380537 = -148384.726883
  nChanged 28
		SP:Iteration 7Q (46426.170000 sec): 3 clusters
  Score: Raw -150762.635946 + Penalty 2340.380537 = -148422.255409
  nChanged 23
		SP:Iteration 8Q (46426.330000 sec): 3 clusters
  Score: Raw -150786.592535 + Penalty 2340.380537 = -148446.211998
  nChanged 19
		SP:Iteration 9Q (46426.490000 sec): 3 clusters
  Score: Raw -150806.210798 + Penalty 2340.380537 = -148465.830260
  nChanged 15
		SP:Iteration 10Q (46426.650000 sec): 3 clusters
  Score: Raw -150820.951055 + Penalty 2340.380537 = -148480.570518
  nChanged 15
		SP:Iteration 11Q (46426.810000 sec): 3 clusters
  Score: Raw -150835.617887 + Penalty 2340.380537 = -148495.237350
  nChanged 12
		SP:Iteration 12Q (46426.970000 sec): 3 clusters
  Score: Raw -150851.548989 + Penalty 2340.380537 = -148511.168452
  nChanged 12
		SP:Iteration 13Q (46427.130000 sec): 3 clusters
  Score: Raw -150857.788938 + Penalty 2340.380537 = -148517.408401
  nChanged 7
		SP:Iteration 14Q (46427.290000 sec): 3 clusters
  Score: Raw -150860.128450 + Penalty 2340.380537 = -148519.747913
  nChanged 2
		SP:Iteration 15Q (46427.450000 sec): 3 clusters
  Score: Raw -150861.423311 + Penalty 2340.380537 = -148521.042774
  nChanged 1
		SP:Iteration 16Q (46427.610000 sec): 3 clusters
  Score: Raw -150862.125474 + Penalty 2340.380537 = -148521.744937
  nChanged 1
		SP:Iteration 17Q (46427.770000 sec): 3 clusters
  Score: Raw -150862.401865 + Penalty 2340.380537 = -148522.021328
  nChanged 0
		SP:Iteration 18F (46427.920000 sec): 3 clusters
  Score: Raw -150862.401865 + Penalty 2340.380537 = -148522.021328
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 5 (5373 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (46428.030000 sec): 2 clusters
  Score: Raw -649684.866935 + Penalty 1395.735525 = -648289.131410
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (46428.230000 sec): 3 clusters
  Score: Raw -646894.334027 + Penalty 2791.471049 = -644102.862978
  nChanged 2197
		SP:Iteration 1F (46428.430000 sec): 3 clusters
  Score: Raw -648035.165495 + Penalty 2791.471049 = -645243.694445
  nChanged 379
		SP:Iteration 2F (46428.600000 sec): 3 clusters
  Score: Raw -648233.624771 + Penalty 2791.471049 = -645442.153721
  nChanged 283
		SP:Iteration 3F (46428.810000 sec): 3 clusters
  Score: Raw -648379.528615 + Penalty 2791.471049 = -645588.057565
  nChanged 249
		SP:Iteration 4Q (46429.000000 sec): 3 clusters
  Score: Raw -648502.766344 + Penalty 2791.471049 = -645711.295294
  nChanged 214
		SP:Iteration 5Q (46429.160000 sec): 3 clusters
  Score: Raw -648613.099243 + Penalty 2791.471049 = -645821.628193
  nChanged 238
		SP:Iteration 6Q (46429.330000 sec): 3 clusters
  Score: Raw -648763.053956 + Penalty 2791.471049 = -645971.582906
  nChanged 269
		SP:Iteration 7F (46429.550000 sec): 3 clusters
  Score: Raw -648964.941950 + Penalty 2791.471049 = -646173.470901
  nChanged 293
		SP:Iteration 8F (46429.740000 sec): 3 clusters
  Score: Raw -649202.383473 + Penalty 2791.471049 = -646410.912423
  nChanged 298
		SP:Iteration 9F (46429.910000 sec): 3 clusters
  Score: Raw -649460.337883 + Penalty 2791.471049 = -646668.866833
  nChanged 258
		SP:Iteration 10Q (46430.090000 sec): 3 clusters
  Score: Raw -649658.781995 + Penalty 2791.471049 = -646867.310945
  nChanged 157
		SP:Iteration 11Q (46430.250000 sec): 3 clusters
  Score: Raw -649770.422921 + Penalty 2791.471049 = -646978.951871
  nChanged 118
		SP:Iteration 12Q (46430.470000 sec): 3 clusters
  Score: Raw -649852.596468 + Penalty 2791.471049 = -647061.125418
  nChanged 90
		SP:Iteration 13Q (46430.710000 sec): 3 clusters
  Score: Raw -649910.454186 + Penalty 2791.471049 = -647118.983136
  nChanged 56
		SP:Iteration 14Q (46430.890000 sec): 3 clusters
  Score: Raw -649939.042450 + Penalty 2791.471049 = -647147.571400
  nChanged 45
		SP:Iteration 15Q (46431.090000 sec): 3 clusters
  Score: Raw -649964.839207 + Penalty 2791.471049 = -647173.368158
  nChanged 33
		SP:Iteration 16Q (46431.310000 sec): 3 clusters
  Score: Raw -649982.993201 + Penalty 2791.471049 = -647191.522151
  nChanged 24
		SP:Iteration 17Q (46431.470000 sec): 3 clusters
  Score: Raw -649994.883173 + Penalty 2791.471049 = -647203.412123
  nChanged 20
		SP:Iteration 18Q (46431.650000 sec): 3 clusters
  Score: Raw -650004.712308 + Penalty 2791.471049 = -647213.241259
  nChanged 18
		SP:Iteration 19Q (46431.810000 sec): 3 clusters
  Score: Raw -650012.836735 + Penalty 2791.471049 = -647221.365686
  nChanged 14
		SP:Iteration 20F (46431.990000 sec): 3 clusters
  Score: Raw -650020.855517 + Penalty 2791.471049 = -647229.384467
  nChanged 13
		SP:Iteration 21Q (46432.130000 sec): 3 clusters
  Score: Raw -650027.526169 + Penalty 2791.471049 = -647236.055119
  nChanged 8
		SP:Iteration 22Q (46432.250000 sec): 3 clusters
  Score: Raw -650031.687084 + Penalty 2791.471049 = -647240.216034
  nChanged 7
		SP:Iteration 23Q (46432.380000 sec): 3 clusters
  Score: Raw -650034.998734 + Penalty 2791.471049 = -647243.527685
  nChanged 5
		SP:Iteration 24Q (46432.570000 sec): 3 clusters
  Score: Raw -650036.758671 + Penalty 2791.471049 = -647245.287622
  nChanged 2
		SP:Iteration 25Q (46432.740000 sec): 3 clusters
  Score: Raw -650037.593489 + Penalty 2791.471049 = -647246.122439
  nChanged 1
		SP:Iteration 26Q (46432.920000 sec): 3 clusters
  Score: Raw -650038.022377 + Penalty 2791.471049 = -647246.551328
  nChanged 2
		SP:Iteration 27Q (46433.100000 sec): 3 clusters
  Score: Raw -650039.288365 + Penalty 2791.471049 = -647247.817315
  nChanged 3
		SP:Iteration 28Q (46433.270000 sec): 3 clusters
  Score: Raw -650040.709887 + Penalty 2791.471049 = -647249.238838
  nChanged 2
		SP:Iteration 29Q (46433.460000 sec): 3 clusters
  Score: Raw -650041.582925 + Penalty 2791.471049 = -647250.111876
  nChanged 3
		SP:Iteration 30Q (46433.670000 sec): 3 clusters
  Score: Raw -650043.687110 + Penalty 2791.471049 = -647252.216060
  nChanged 3
		SP:Iteration 31Q (46433.870000 sec): 3 clusters
  Score: Raw -650045.077109 + Penalty 2791.471049 = -647253.606059
  nChanged 4
		SP:Iteration 32Q (46434.120000 sec): 3 clusters
  Score: Raw -650046.777221 + Penalty 2791.471049 = -647255.306172
  nChanged 2
		SP:Iteration 33Q (46434.310000 sec): 3 clusters
  Score: Raw -650047.402428 + Penalty 2791.471049 = -647255.931379
  nChanged 1
		SP:Iteration 34Q (46434.470000 sec): 3 clusters
  Score: Raw -650047.710833 + Penalty 2791.471049 = -647256.239784
  nChanged 4
		SP:Iteration 35Q (46434.670000 sec): 3 clusters
  Score: Raw -650051.080914 + Penalty 2791.471049 = -647259.609864
  nChanged 7
		SP:Iteration 36Q (46434.910000 sec): 3 clusters
  Score: Raw -650054.521315 + Penalty 2791.471049 = -647263.050265
  nChanged 4
		SP:Iteration 37Q (46435.100000 sec): 3 clusters
  Score: Raw -650056.898250 + Penalty 2791.471049 = -647265.427201
  nChanged 2
		SP:Iteration 38Q (46435.330000 sec): 3 clusters
  Score: Raw -650058.007925 + Penalty 2791.471049 = -647266.536876
  nChanged 1
		SP:Iteration 39Q (46435.530000 sec): 3 clusters
  Score: Raw -650058.277533 + Penalty 2791.471049 = -647266.806483
  nChanged 0
		SP:Iteration 40F (46435.710000 sec): 3 clusters
  Score: Raw -650058.277533 + Penalty 2791.471049 = -647266.806483
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 6 (970 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (46435.790000 sec): 2 clusters
  Score: Raw -113508.727423 + Penalty 1117.560612 = -112391.166811
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (46435.970000 sec): 3 clusters
  Score: Raw -113213.932717 + Penalty 2235.121223 = -110978.811494
  nChanged 302
		SP:Iteration 1F (46436.150000 sec): 3 clusters
  Score: Raw -113534.259233 + Penalty 2235.121223 = -111299.138010
  nChanged 90
		SP:Iteration 2F (46436.270000 sec): 3 clusters
  Score: Raw -113642.103431 + Penalty 2235.121223 = -111406.982208
  nChanged 53
		SP:Iteration 3F (46436.400000 sec): 3 clusters
  Score: Raw -113702.099568 + Penalty 2235.121223 = -111466.978345
  nChanged 34
		SP:Iteration 4Q (46436.550000 sec): 3 clusters
  Score: Raw -113735.743402 + Penalty 2235.121223 = -111500.622179
  nChanged 20
		SP:Iteration 5Q (46436.680000 sec): 3 clusters
  Score: Raw -113750.699405 + Penalty 2235.121223 = -111515.578182
  nChanged 18
		SP:Iteration 6Q (46436.800000 sec): 3 clusters
  Score: Raw -113765.765897 + Penalty 2235.121223 = -111530.644674
  nChanged 18
		SP:Iteration 7Q (46436.950000 sec): 3 clusters
  Score: Raw -113780.922668 + Penalty 2235.121223 = -111545.801445
  nChanged 12
		SP:Iteration 8Q (46437.040000 sec): 3 clusters
  Score: Raw -113790.051358 + Penalty 2235.121223 = -111554.930135
  nChanged 8
		SP:Iteration 9Q (46437.210000 sec): 3 clusters
  Score: Raw -113796.133803 + Penalty 2235.121223 = -111561.012580
  nChanged 7
		SP:Iteration 10Q (46437.320000 sec): 3 clusters
  Score: Raw -113801.246846 + Penalty 2235.121223 = -111566.125623
  nChanged 6
		SP:Iteration 11Q (46437.430000 sec): 3 clusters
  Score: Raw -113805.959940 + Penalty 2235.121223 = -111570.838717
  nChanged 8
		SP:Iteration 12Q (46437.610000 sec): 3 clusters
  Score: Raw -113809.822905 + Penalty 2235.121223 = -111574.701682
  nChanged 9
		SP:Iteration 13Q (46437.740000 sec): 3 clusters
  Score: Raw -113817.335638 + Penalty 2235.121223 = -111582.214415
  nChanged 10
		SP:Iteration 14Q (46437.890000 sec): 3 clusters
  Score: Raw -113826.333581 + Penalty 2235.121223 = -111591.212357
  nChanged 8
		SP:Iteration 15Q (46438.030000 sec): 3 clusters
  Score: Raw -113835.971450 + Penalty 2235.121223 = -111600.850227
  nChanged 7
		SP:Iteration 16Q (46438.220000 sec): 3 clusters
  Score: Raw -113841.992773 + Penalty 2235.121223 = -111606.871550
  nChanged 10
		SP:Iteration 17Q (46438.400000 sec): 3 clusters
  Score: Raw -113849.383865 + Penalty 2235.121223 = -111614.262642
  nChanged 11
		SP:Iteration 18Q (46438.560000 sec): 3 clusters
  Score: Raw -113861.942197 + Penalty 2235.121223 = -111626.820974
  nChanged 14
		SP:Iteration 19Q (46438.740000 sec): 3 clusters
  Score: Raw -113873.285856 + Penalty 2235.121223 = -111638.164633
  nChanged 7
		SP:Iteration 20F (46438.910000 sec): 3 clusters
  Score: Raw -113880.332297 + Penalty 2235.121223 = -111645.211074
  nChanged 10
		SP:Iteration 21Q (46439.050000 sec): 3 clusters
  Score: Raw -113892.855165 + Penalty 2235.121223 = -111657.733942
  nChanged 8
		SP:Iteration 22Q (46439.210000 sec): 3 clusters
  Score: Raw -113906.238620 + Penalty 2235.121223 = -111671.117397
  nChanged 12
		SP:Iteration 23Q (46439.370000 sec): 3 clusters
  Score: Raw -113927.889783 + Penalty 2235.121223 = -111692.768559
  nChanged 17
		SP:Iteration 24Q (46439.510000 sec): 3 clusters
  Score: Raw -113960.301060 + Penalty 2235.121223 = -111725.179837
  nChanged 15
		SP:Iteration 25Q (46439.630000 sec): 3 clusters
  Score: Raw -113985.688074 + Penalty 2235.121223 = -111750.566851
  nChanged 14
		SP:Iteration 26Q (46439.750000 sec): 3 clusters
  Score: Raw -114002.566100 + Penalty 2235.121223 = -111767.444877
  nChanged 13
		SP:Iteration 27Q (46439.930000 sec): 3 clusters
  Score: Raw -114022.828715 + Penalty 2235.121223 = -111787.707492
  nChanged 10
		SP:Iteration 28Q (46440.070000 sec): 3 clusters
  Score: Raw -114043.404867 + Penalty 2235.121223 = -111808.283643
  nChanged 7
		SP:Iteration 29Q (46440.200000 sec): 3 clusters
  Score: Raw -114049.839804 + Penalty 2235.121223 = -111814.718581
  nChanged 2
		SP:Iteration 30Q (46440.310000 sec): 3 clusters
  Score: Raw -114053.376056 + Penalty 2235.121223 = -111818.254832
  nChanged 4
		SP:Iteration 31Q (46440.420000 sec): 3 clusters
  Score: Raw -114057.488523 + Penalty 2235.121223 = -111822.367300
  nChanged 2
		SP:Iteration 32Q (46440.590000 sec): 3 clusters
  Score: Raw -114060.670209 + Penalty 2235.121223 = -111825.548985
  nChanged 0
		SP:Iteration 33F (46440.800000 sec): 3 clusters
  Score: Raw -114060.670209 + Penalty 2235.121223 = -111825.548985
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 7 (4084 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (46440.920000 sec): 2 clusters
  Score: Raw -497017.289403 + Penalty 1351.160229 = -495666.129174
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (46441.170000 sec): 3 clusters
  Score: Raw -494921.577895 + Penalty 2702.320458 = -492219.257437
  nChanged 1638
		SP:Iteration 1F (46441.300000 sec): 3 clusters
  Score: Raw -495823.675297 + Penalty 2702.320458 = -493121.354838
  nChanged 320
		SP:Iteration 2F (46441.480000 sec): 3 clusters
  Score: Raw -496033.473847 + Penalty 2702.320458 = -493331.153388
  nChanged 257
		SP:Iteration 3F (46441.640000 sec): 3 clusters
  Score: Raw -496178.348105 + Penalty 2702.320458 = -493476.027647
  nChanged 177
		SP:Iteration 4Q (46441.850000 sec): 3 clusters
  Score: Raw -496260.980935 + Penalty 2702.320458 = -493558.660477
  nChanged 149
		SP:Iteration 5Q (46442.010000 sec): 3 clusters
  Score: Raw -496340.956274 + Penalty 2702.320458 = -493638.635816
  nChanged 130
		SP:Iteration 6Q (46442.170000 sec): 3 clusters
  Score: Raw -496402.008847 + Penalty 2702.320458 = -493699.688389
  nChanged 102
		SP:Iteration 7Q (46442.380000 sec): 3 clusters
  Score: Raw -496446.192986 + Penalty 2702.320458 = -493743.872528
  nChanged 87
		SP:Iteration 8Q (46442.570000 sec): 3 clusters
  Score: Raw -496480.785729 + Penalty 2702.320458 = -493778.465270
  nChanged 78
		SP:Iteration 9Q (46442.760000 sec): 3 clusters
  Score: Raw -496517.558082 + Penalty 2702.320458 = -493815.237624
  nChanged 63
		SP:Iteration 10Q (46442.900000 sec): 3 clusters
  Score: Raw -496542.558302 + Penalty 2702.320458 = -493840.237844
  nChanged 60
		SP:Iteration 11Q (46443.080000 sec): 3 clusters
  Score: Raw -496571.577839 + Penalty 2702.320458 = -493869.257381
  nChanged 58
		SP:Iteration 12Q (46443.240000 sec): 3 clusters
  Score: Raw -496599.524478 + Penalty 2702.320458 = -493897.204020
  nChanged 58
		SP:Iteration 13Q (46443.450000 sec): 3 clusters
  Score: Raw -496624.959022 + Penalty 2702.320458 = -493922.638564
  nChanged 60
		SP:Iteration 14Q (46443.660000 sec): 3 clusters
  Score: Raw -496655.667488 + Penalty 2702.320458 = -493953.347029
  nChanged 64
		SP:Iteration 15Q (46443.860000 sec): 3 clusters
  Score: Raw -496688.688184 + Penalty 2702.320458 = -493986.367726
  nChanged 56
		SP:Iteration 16Q (46444.060000 sec): 3 clusters
  Score: Raw -496721.897910 + Penalty 2702.320458 = -494019.577451
  nChanged 56
		SP:Iteration 17Q (46444.230000 sec): 3 clusters
  Score: Raw -496754.380268 + Penalty 2702.320458 = -494052.059810
  nChanged 51
		SP:Iteration 18Q (46444.460000 sec): 3 clusters
  Score: Raw -496785.521352 + Penalty 2702.320458 = -494083.200894
  nChanged 49
		SP:Iteration 19Q (46444.600000 sec): 3 clusters
  Score: Raw -496818.797828 + Penalty 2702.320458 = -494116.477370
  nChanged 45
		SP:Iteration 20F (46444.780000 sec): 3 clusters
  Score: Raw -496846.672593 + Penalty 2702.320458 = -494144.352135
  nChanged 44
		SP:Iteration 21Q (46445.000000 sec): 3 clusters
  Score: Raw -496875.699588 + Penalty 2702.320458 = -494173.379130
  nChanged 49
		SP:Iteration 22Q (46445.200000 sec): 3 clusters
  Score: Raw -496910.776651 + Penalty 2702.320458 = -494208.456193
  nChanged 45
		SP:Iteration 23Q (46445.360000 sec): 3 clusters
  Score: Raw -496943.014477 + Penalty 2702.320458 = -494240.694019
  nChanged 42
		SP:Iteration 24Q (46445.540000 sec): 3 clusters
  Score: Raw -496971.356526 + Penalty 2702.320458 = -494269.036068
  nChanged 39
		SP:Iteration 25Q (46445.740000 sec): 3 clusters
  Score: Raw -496999.831761 + Penalty 2702.320458 = -494297.511302
  nChanged 38
		SP:Iteration 26Q (46445.910000 sec): 3 clusters
  Score: Raw -497031.309561 + Penalty 2702.320458 = -494328.989103
  nChanged 47
		SP:Iteration 27Q (46446.160000 sec): 3 clusters
  Score: Raw -497067.606467 + Penalty 2702.320458 = -494365.286009
  nChanged 47
		SP:Iteration 28Q (46446.340000 sec): 3 clusters
  Score: Raw -497097.881150 + Penalty 2702.320458 = -494395.560692
  nChanged 33
		SP:Iteration 29Q (46446.540000 sec): 3 clusters
  Score: Raw -497120.318586 + Penalty 2702.320458 = -494417.998128
  nChanged 32
		SP:Iteration 30Q (46446.700000 sec): 3 clusters
  Score: Raw -497149.543643 + Penalty 2702.320458 = -494447.223185
  nChanged 35
		SP:Iteration 31Q (46446.860000 sec): 3 clusters
  Score: Raw -497183.296621 + Penalty 2702.320458 = -494480.976163
  nChanged 32
		SP:Iteration 32Q (46447.060000 sec): 3 clusters
  Score: Raw -497214.570293 + Penalty 2702.320458 = -494512.249835
  nChanged 30
		SP:Iteration 33Q (46447.300000 sec): 3 clusters
  Score: Raw -497236.866295 + Penalty 2702.320458 = -494534.545837
  nChanged 25
		SP:Iteration 34Q (46447.520000 sec): 3 clusters
  Score: Raw -497253.610662 + Penalty 2702.320458 = -494551.290204
  nChanged 15
		SP:Iteration 35Q (46447.730000 sec): 3 clusters
  Score: Raw -497265.403951 + Penalty 2702.320458 = -494563.083492
  nChanged 14
		SP:Iteration 36Q (46447.920000 sec): 3 clusters
  Score: Raw -497275.310505 + Penalty 2702.320458 = -494572.990046
  nChanged 11
		SP:Iteration 37Q (46448.060000 sec): 3 clusters
  Score: Raw -497281.497151 + Penalty 2702.320458 = -494579.176692
  nChanged 6
		SP:Iteration 38Q (46448.300000 sec): 3 clusters
  Score: Raw -497283.720589 + Penalty 2702.320458 = -494581.400130
  nChanged 3
		SP:Iteration 39Q (46448.520000 sec): 3 clusters
  Score: Raw -497286.026783 + Penalty 2702.320458 = -494583.706324
  nChanged 4
		SP:Iteration 40F (46448.700000 sec): 3 clusters
  Score: Raw -497288.944041 + Penalty 2702.320458 = -494586.623583
  nChanged 4
		SP:Iteration 41Q (46448.850000 sec): 3 clusters
  Score: Raw -497291.098158 + Penalty 2702.320458 = -494588.777699
  nChanged 3
		SP:Iteration 42Q (46449.060000 sec): 3 clusters
  Score: Raw -497292.662393 + Penalty 2702.320458 = -494590.341934
  nChanged 4
		SP:Iteration 43Q (46449.230000 sec): 3 clusters
  Score: Raw -497294.022217 + Penalty 2702.320458 = -494591.701758
  nChanged 2
		SP:Iteration 44Q (46449.410000 sec): 3 clusters
  Score: Raw -497295.009808 + Penalty 2702.320458 = -494592.689349
  nChanged 1
		SP:Iteration 45Q (46449.540000 sec): 3 clusters
  Score: Raw -497295.339687 + Penalty 2702.320458 = -494593.019229
  nChanged 1
		SP:Iteration 46Q (46449.730000 sec): 3 clusters
  Score: Raw -497295.571024 + Penalty 2702.320458 = -494593.250565
  nChanged 0
		SP:Iteration 47F (46449.900000 sec): 3 clusters
  Score: Raw -497295.571024 + Penalty 2702.320458 = -494593.250565
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 8 (2582 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (46450.030000 sec): 2 clusters
  Score: Raw -299689.468383 + Penalty 1276.651930 = -298412.816453
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (46450.250000 sec): 3 clusters
  Score: Raw -298563.338632 + Penalty 2553.303861 = -296010.034771
  nChanged 924
		SP:Iteration 1F (46450.390000 sec): 3 clusters
  Score: Raw -299117.310333 + Penalty 2553.303861 = -296564.006473
  nChanged 173
		SP:Iteration 2F (46450.580000 sec): 3 clusters
  Score: Raw -299233.886423 + Penalty 2553.303861 = -296680.582562
  nChanged 116
		SP:Iteration 3Q (46450.730000 sec): 3 clusters
  Score: Raw -299301.464392 + Penalty 2553.303861 = -296748.160531
  nChanged 81
		SP:Iteration 4Q (46450.900000 sec): 3 clusters
  Score: Raw -299351.996261 + Penalty 2553.303861 = -296798.692401
  nChanged 73
		SP:Iteration 5Q (46451.030000 sec): 3 clusters
  Score: Raw -299397.915023 + Penalty 2553.303861 = -296844.611162
  nChanged 63
		SP:Iteration 6Q (46451.240000 sec): 3 clusters
  Score: Raw -299434.393100 + Penalty 2553.303861 = -296881.089239
  nChanged 53
		SP:Iteration 7Q (46451.430000 sec): 3 clusters
  Score: Raw -299463.959788 + Penalty 2553.303861 = -296910.655927
  nChanged 49
		SP:Iteration 8Q (46451.630000 sec): 3 clusters
  Score: Raw -299489.036987 + Penalty 2553.303861 = -296935.733127
  nChanged 42
		SP:Iteration 9Q (46451.780000 sec): 3 clusters
  Score: Raw -299510.769202 + Penalty 2553.303861 = -296957.465341
  nChanged 49
		SP:Iteration 10Q (46451.950000 sec): 3 clusters
  Score: Raw -299540.776602 + Penalty 2553.303861 = -296987.472741
  nChanged 46
		SP:Iteration 11Q (46452.100000 sec): 3 clusters
  Score: Raw -299563.838294 + Penalty 2553.303861 = -297010.534434
  nChanged 37
		SP:Iteration 12Q (46452.270000 sec): 3 clusters
  Score: Raw -299584.693373 + Penalty 2553.303861 = -297031.389513
  nChanged 33
		SP:Iteration 13Q (46452.460000 sec): 3 clusters
  Score: Raw -299603.320944 + Penalty 2553.303861 = -297050.017083
  nChanged 35
		SP:Iteration 14Q (46452.650000 sec): 3 clusters
  Score: Raw -299625.889445 + Penalty 2553.303861 = -297072.585584
  nChanged 38
		SP:Iteration 15Q (46452.860000 sec): 3 clusters
  Score: Raw -299649.741388 + Penalty 2553.303861 = -297096.437528
  nChanged 29
		SP:Iteration 16Q (46453.040000 sec): 3 clusters
  Score: Raw -299669.470034 + Penalty 2553.303861 = -297116.166173
  nChanged 29
		SP:Iteration 17Q (46453.230000 sec): 3 clusters
  Score: Raw -299688.245055 + Penalty 2553.303861 = -297134.941194
  nChanged 18
		SP:Iteration 18Q (46453.400000 sec): 3 clusters
  Score: Raw -299699.055565 + Penalty 2553.303861 = -297145.751705
  nChanged 21
		SP:Iteration 19Q (46453.590000 sec): 3 clusters
  Score: Raw -299714.703176 + Penalty 2553.303861 = -297161.399315
  nChanged 24
		SP:Iteration 20F (46453.750000 sec): 3 clusters
  Score: Raw -299728.774472 + Penalty 2553.303861 = -297175.470611
  nChanged 19
		SP:Iteration 21Q (46453.900000 sec): 3 clusters
  Score: Raw -299739.051057 + Penalty 2553.303861 = -297185.747196
  nChanged 12
		SP:Iteration 22Q (46454.050000 sec): 3 clusters
  Score: Raw -299746.278167 + Penalty 2553.303861 = -297192.974306
  nChanged 12
		SP:Iteration 23Q (46454.200000 sec): 3 clusters
  Score: Raw -299751.915909 + Penalty 2553.303861 = -297198.612048
  nChanged 7
		SP:Iteration 24Q (46454.340000 sec): 3 clusters
  Score: Raw -299755.166707 + Penalty 2553.303861 = -297201.862846
  nChanged 9
		SP:Iteration 25Q (46454.480000 sec): 3 clusters
  Score: Raw -299761.741542 + Penalty 2553.303861 = -297208.437682
  nChanged 11
		SP:Iteration 26Q (46454.600000 sec): 3 clusters
  Score: Raw -299768.058998 + Penalty 2553.303861 = -297214.755137
  nChanged 5
		SP:Iteration 27Q (46454.760000 sec): 3 clusters
  Score: Raw -299771.035984 + Penalty 2553.303861 = -297217.732123
  nChanged 7
		SP:Iteration 28Q (46454.920000 sec): 3 clusters
  Score: Raw -299776.851854 + Penalty 2553.303861 = -297223.547994
  nChanged 11
		SP:Iteration 29Q (46455.110000 sec): 3 clusters
  Score: Raw -299784.640888 + Penalty 2553.303861 = -297231.337027
  nChanged 7
		SP:Iteration 30Q (46455.260000 sec): 3 clusters
  Score: Raw -299789.492922 + Penalty 2553.303861 = -297236.189061
  nChanged 7
		SP:Iteration 31Q (46455.420000 sec): 3 clusters
  Score: Raw -299792.039387 + Penalty 2553.303861 = -297238.735526
  nChanged 5
		SP:Iteration 32Q (46455.540000 sec): 3 clusters
  Score: Raw -299795.016597 + Penalty 2553.303861 = -297241.712736
  nChanged 5
		SP:Iteration 33Q (46455.670000 sec): 3 clusters
  Score: Raw -299797.485164 + Penalty 2553.303861 = -297244.181304
  nChanged 3
		SP:Iteration 34Q (46455.800000 sec): 3 clusters
  Score: Raw -299799.540029 + Penalty 2553.303861 = -297246.236169
  nChanged 4
		SP:Iteration 35Q (46456.020000 sec): 3 clusters
  Score: Raw -299802.667578 + Penalty 2553.303861 = -297249.363717
  nChanged 7
		SP:Iteration 36Q (46456.250000 sec): 3 clusters
  Score: Raw -299805.782312 + Penalty 2553.303861 = -297252.478452
  nChanged 4
		SP:Iteration 37Q (46456.370000 sec): 3 clusters
  Score: Raw -299807.878146 + Penalty 2553.303861 = -297254.574285
  nChanged 5
		SP:Iteration 38Q (46456.470000 sec): 3 clusters
  Score: Raw -299810.320000 + Penalty 2553.303861 = -297257.016139
  nChanged 4
		SP:Iteration 39Q (46456.650000 sec): 3 clusters
  Score: Raw -299811.798531 + Penalty 2553.303861 = -297258.494670
  nChanged 1
		SP:Iteration 40F (46456.820000 sec): 3 clusters
  Score: Raw -299813.873261 + Penalty 2553.303861 = -297260.569400
  nChanged 4
		SP:Iteration 41Q (46456.990000 sec): 3 clusters
  Score: Raw -299816.672956 + Penalty 2553.303861 = -297263.369095
  nChanged 5
		SP:Iteration 42Q (46457.120000 sec): 3 clusters
  Score: Raw -299819.350675 + Penalty 2553.303861 = -297266.046814
  nChanged 5
		SP:Iteration 43Q (46457.210000 sec): 3 clusters
  Score: Raw -299822.818917 + Penalty 2553.303861 = -297269.515056
  nChanged 5
		SP:Iteration 44Q (46457.430000 sec): 3 clusters
  Score: Raw -299824.595277 + Penalty 2553.303861 = -297271.291416
  nChanged 1
		SP:Iteration 45Q (46457.600000 sec): 3 clusters
  Score: Raw -299824.820109 + Penalty 2553.303861 = -297271.516248
  nChanged 0
		SP:Iteration 46F (46457.810000 sec): 3 clusters
  Score: Raw -299824.820109 + Penalty 2553.303861 = -297271.516248
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 9 (346484 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (46459.530000 sec): 2 clusters
  Score: Raw -42506547.446030 + Penalty 2072.783687 = -42504474.662343
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (46461.670000 sec): 3 clusters
  Score: Raw -42274585.173219 + Penalty 4145.567374 = -42270439.605845
  nChanged 169254
		SP:Iteration 1F (46463.750000 sec): 3 clusters
  Score: Raw -42378212.863654 + Penalty 4145.567374 = -42374067.296280
  nChanged 10569
		SP:Iteration 2Q (46466.650000 sec): 3 clusters
  Score: Raw -42381703.323477 + Penalty 4145.567374 = -42377557.756102
  nChanged 12707
		SP:Iteration 3Q (46469.440000 sec): 3 clusters
  Score: Raw -42386984.456931 + Penalty 4145.567374 = -42382838.889557
  nChanged 15408
		SP:Iteration 4Q (46471.690000 sec): 3 clusters
  Score: Raw -42395029.765055 + Penalty 4145.567374 = -42390884.197681
  nChanged 18443
		SP:Iteration 5F (46473.840000 sec): 3 clusters
  Score: Raw -42406848.449460 + Penalty 4145.567374 = -42402702.882086
  nChanged 21419
		SP:Iteration 6F (46475.930000 sec): 3 clusters
  Score: Raw -42422855.190343 + Penalty 4145.567374 = -42418709.622969
  nChanged 23180
		SP:Iteration 7F (46478.010000 sec): 3 clusters
  Score: Raw -42441816.284733 + Penalty 4145.567374 = -42437670.717359
  nChanged 23305
		SP:Iteration 8F (46480.290000 sec): 3 clusters
  Score: Raw -42461688.205567 + Penalty 4145.567374 = -42457542.638193
  nChanged 20479
		SP:Iteration 9F (46482.350000 sec): 3 clusters
  Score: Raw -42478938.277412 + Penalty 4145.567374 = -42474792.710038
  nChanged 15335
		SP:Iteration 10Q (46484.380000 sec): 3 clusters
  Score: Raw -42491105.924750 + Penalty 4145.567374 = -42486960.357376
  nChanged 10064
		SP:Iteration 11Q (46486.350000 sec): 3 clusters
  Score: Raw -42498404.551105 + Penalty 4145.567374 = -42494258.983731
  nChanged 6026
		SP:Iteration 12Q (46488.320000 sec): 3 clusters
  Score: Raw -42502327.529375 + Penalty 4145.567374 = -42498181.962001
  nChanged 3471
		SP:Iteration 13Q (46490.290000 sec): 3 clusters
  Score: Raw -42504329.052913 + Penalty 4145.567374 = -42500183.485539
  nChanged 1986
		SP:Iteration 14Q (46491.970000 sec): 3 clusters
  Score: Raw -42505336.907191 + Penalty 4145.567374 = -42501191.339817
  nChanged 1184
		SP:Iteration 15Q (46494.340000 sec): 3 clusters
  Score: Raw -42505891.523410 + Penalty 4145.567374 = -42501745.956036
  nChanged 741
		SP:Iteration 16Q (46496.340000 sec): 3 clusters
  Score: Raw -42506239.648626 + Penalty 4145.567374 = -42502094.081252
  nChanged 538
		SP:Iteration 17Q (46498.390000 sec): 3 clusters
  Score: Raw -42506495.128757 + Penalty 4145.567374 = -42502349.561382
  nChanged 352
		SP:Iteration 18Q (46500.550000 sec): 3 clusters
  Score: Raw -42506649.444060 + Penalty 4145.567374 = -42502503.876686
  nChanged 262
		SP:Iteration 19Q (46502.470000 sec): 3 clusters
  Score: Raw -42506755.487747 + Penalty 4145.567374 = -42502609.920373
  nChanged 169
		SP:Iteration 20F (46504.580000 sec): 3 clusters
  Score: Raw -42506816.723439 + Penalty 4145.567374 = -42502671.156065
  nChanged 124
		SP:Iteration 21Q (46506.560000 sec): 3 clusters
  Score: Raw -42506861.618627 + Penalty 4145.567374 = -42502716.051253
  nChanged 109
		SP:Iteration 22Q (46508.570000 sec): 3 clusters
  Score: Raw -42506903.839883 + Penalty 4145.567374 = -42502758.272509
  nChanged 92
		SP:Iteration 23Q (46510.380000 sec): 3 clusters
  Score: Raw -42506943.517467 + Penalty 4145.567374 = -42502797.950093
  nChanged 74
		SP:Iteration 24Q (46512.130000 sec): 3 clusters
  Score: Raw -42506969.864087 + Penalty 4145.567374 = -42502824.296713
  nChanged 65
		SP:Iteration 25Q (46513.950000 sec): 3 clusters
  Score: Raw -42506992.530279 + Penalty 4145.567374 = -42502846.962905
  nChanged 50
		SP:Iteration 26Q (46515.860000 sec): 3 clusters
  Score: Raw -42507009.503494 + Penalty 4145.567374 = -42502863.936120
  nChanged 40
		SP:Iteration 27Q (46517.880000 sec): 3 clusters
  Score: Raw -42507022.868118 + Penalty 4145.567374 = -42502877.300744
  nChanged 30
		SP:Iteration 28Q (46519.890000 sec): 3 clusters
  Score: Raw -42507031.333780 + Penalty 4145.567374 = -42502885.766406
  nChanged 26
		SP:Iteration 29Q (46521.780000 sec): 3 clusters
  Score: Raw -42507037.643367 + Penalty 4145.567374 = -42502892.075993
  nChanged 23
		SP:Iteration 30Q (46523.760000 sec): 3 clusters
  Score: Raw -42507043.721910 + Penalty 4145.567374 = -42502898.154536
  nChanged 18
		SP:Iteration 31Q (46525.800000 sec): 3 clusters
  Score: Raw -42507048.690995 + Penalty 4145.567374 = -42502903.123621
  nChanged 13
		SP:Iteration 32Q (46527.740000 sec): 3 clusters
  Score: Raw -42507051.785101 + Penalty 4145.567374 = -42502906.217727
  nChanged 5
		SP:Iteration 33Q (46529.660000 sec): 3 clusters
  Score: Raw -42507052.807601 + Penalty 4145.567374 = -42502907.240227
  nChanged 1
		SP:Iteration 34Q (46531.570000 sec): 3 clusters
  Score: Raw -42507053.059437 + Penalty 4145.567374 = -42502907.492063
  nChanged 0
		SP:Iteration 35F (46533.860000 sec): 3 clusters
  Score: Raw -42507053.059437 + Penalty 4145.567374 = -42502907.492063
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 10 (30931 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (46534.200000 sec): 2 clusters
  Score: Raw -3652946.525832 + Penalty 1680.171057 = -3651266.354775
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (46534.550000 sec): 3 clusters
  Score: Raw -3633708.953229 + Penalty 3360.342114 = -3630348.611116
  nChanged 14331
		SP:Iteration 1F (46534.890000 sec): 3 clusters
  Score: Raw -3641850.121110 + Penalty 3360.342114 = -3638489.778996
  nChanged 1294
		SP:Iteration 2Q (46535.230000 sec): 3 clusters
  Score: Raw -3642231.277246 + Penalty 3360.342114 = -3638870.935132
  nChanged 1189
		SP:Iteration 3Q (46535.570000 sec): 3 clusters
  Score: Raw -3642579.325661 + Penalty 3360.342114 = -3639218.983547
  nChanged 1101
		SP:Iteration 4Q (46535.940000 sec): 3 clusters
  Score: Raw -3642908.056520 + Penalty 3360.342114 = -3639547.714406
  nChanged 1137
		SP:Iteration 5Q (46536.300000 sec): 3 clusters
  Score: Raw -3643274.580999 + Penalty 3360.342114 = -3639914.238886
  nChanged 1158
		SP:Iteration 6Q (46536.610000 sec): 3 clusters
  Score: Raw -3643682.467551 + Penalty 3360.342114 = -3640322.125437
  nChanged 1186
		SP:Iteration 7Q (46537.010000 sec): 3 clusters
  Score: Raw -3644175.543690 + Penalty 3360.342114 = -3640815.201576
  nChanged 1250
		SP:Iteration 8Q (46537.350000 sec): 3 clusters
  Score: Raw -3644798.879229 + Penalty 3360.342114 = -3641438.537115
  nChanged 1377
		SP:Iteration 9Q (46537.740000 sec): 3 clusters
  Score: Raw -3645598.384121 + Penalty 3360.342114 = -3642238.042007
  nChanged 1401
		SP:Iteration 10Q (46538.110000 sec): 3 clusters
  Score: Raw -3646505.018377 + Penalty 3360.342114 = -3643144.676264
  nChanged 1393
		SP:Iteration 11Q (46538.490000 sec): 3 clusters
  Score: Raw -3647339.459345 + Penalty 3360.342114 = -3643979.117232
  nChanged 1185
		SP:Iteration 12Q (46538.880000 sec): 3 clusters
  Score: Raw -3647903.051503 + Penalty 3360.342114 = -3644542.709389
  nChanged 890
		SP:Iteration 13Q (46539.240000 sec): 3 clusters
  Score: Raw -3648233.717185 + Penalty 3360.342114 = -3644873.375071
  nChanged 609
		SP:Iteration 14Q (46539.600000 sec): 3 clusters
  Score: Raw -3648420.356389 + Penalty 3360.342114 = -3645060.014275
  nChanged 505
		SP:Iteration 15Q (46539.960000 sec): 3 clusters
  Score: Raw -3648568.940460 + Penalty 3360.342114 = -3645208.598346
  nChanged 433
		SP:Iteration 16Q (46540.330000 sec): 3 clusters
  Score: Raw -3648685.223001 + Penalty 3360.342114 = -3645324.880887
  nChanged 431
		SP:Iteration 17Q (46540.650000 sec): 3 clusters
  Score: Raw -3648802.994195 + Penalty 3360.342114 = -3645442.652082
  nChanged 425
		SP:Iteration 18Q (46541.040000 sec): 3 clusters
  Score: Raw -3648914.224319 + Penalty 3360.342114 = -3645553.882205
  nChanged 421
		SP:Iteration 19Q (46541.340000 sec): 3 clusters
  Score: Raw -3649032.445302 + Penalty 3360.342114 = -3645672.103188
  nChanged 452
		SP:Iteration 20F (46541.670000 sec): 3 clusters
  Score: Raw -3649166.146399 + Penalty 3360.342114 = -3645805.804285
  nChanged 486
		SP:Iteration 21Q (46541.990000 sec): 3 clusters
  Score: Raw -3649316.808204 + Penalty 3360.342114 = -3645956.466090
  nChanged 499
		SP:Iteration 22Q (46542.360000 sec): 3 clusters
  Score: Raw -3649478.426392 + Penalty 3360.342114 = -3646118.084278
  nChanged 499
		SP:Iteration 23Q (46542.660000 sec): 3 clusters
  Score: Raw -3649661.817348 + Penalty 3360.342114 = -3646301.475234
  nChanged 533
		SP:Iteration 24Q (46543.050000 sec): 3 clusters
  Score: Raw -3649869.268962 + Penalty 3360.342114 = -3646508.926848
  nChanged 518
		SP:Iteration 25Q (46543.350000 sec): 3 clusters
  Score: Raw -3650093.451503 + Penalty 3360.342114 = -3646733.109389
  nChanged 567
		SP:Iteration 26Q (46543.700000 sec): 3 clusters
  Score: Raw -3650345.719973 + Penalty 3360.342114 = -3646985.377860
  nChanged 519
		SP:Iteration 27Q (46544.020000 sec): 3 clusters
  Score: Raw -3650581.483090 + Penalty 3360.342114 = -3647221.140976
  nChanged 548
		SP:Iteration 28Q (46544.340000 sec): 3 clusters
  Score: Raw -3650846.521695 + Penalty 3360.342114 = -3647486.179581
  nChanged 502
		SP:Iteration 29Q (46544.680000 sec): 3 clusters
  Score: Raw -3651090.070569 + Penalty 3360.342114 = -3647729.728455
  nChanged 466
		SP:Iteration 30Q (46544.950000 sec): 3 clusters
  Score: Raw -3651330.385126 + Penalty 3360.342114 = -3647970.043012
  nChanged 475
		SP:Iteration 31Q (46545.280000 sec): 3 clusters
  Score: Raw -3651607.651723 + Penalty 3360.342114 = -3648247.309609
  nChanged 465
		SP:Iteration 32Q (46545.650000 sec): 3 clusters
  Score: Raw -3651893.352840 + Penalty 3360.342114 = -3648533.010726
  nChanged 406
		SP:Iteration 33Q (46545.950000 sec): 3 clusters
  Score: Raw -3652155.776452 + Penalty 3360.342114 = -3648795.434339
  nChanged 339
		SP:Iteration 34Q (46546.280000 sec): 3 clusters
  Score: Raw -3652391.555852 + Penalty 3360.342114 = -3649031.213739
  nChanged 309
		SP:Iteration 35Q (46546.580000 sec): 3 clusters
  Score: Raw -3652604.699029 + Penalty 3360.342114 = -3649244.356915
  nChanged 225
		SP:Iteration 36Q (46546.930000 sec): 3 clusters
  Score: Raw -3652763.691780 + Penalty 3360.342114 = -3649403.349666
  nChanged 163
		SP:Iteration 37Q (46547.220000 sec): 3 clusters
  Score: Raw -3652882.762492 + Penalty 3360.342114 = -3649522.420379
  nChanged 109
		SP:Iteration 38Q (46547.460000 sec): 3 clusters
  Score: Raw -3652954.340017 + Penalty 3360.342114 = -3649593.997903
  nChanged 71
		SP:Iteration 39Q (46547.790000 sec): 3 clusters
  Score: Raw -3653001.185586 + Penalty 3360.342114 = -3649640.843472
  nChanged 56
		SP:Iteration 40F (46548.120000 sec): 3 clusters
  Score: Raw -3653039.597072 + Penalty 3360.342114 = -3649679.254958
  nChanged 49
		SP:Iteration 41Q (46548.410000 sec): 3 clusters
  Score: Raw -3653069.857827 + Penalty 3360.342114 = -3649709.515714
  nChanged 32
		SP:Iteration 42Q (46548.710000 sec): 3 clusters
  Score: Raw -3653088.506735 + Penalty 3360.342114 = -3649728.164621
  nChanged 25
		SP:Iteration 43Q (46549.000000 sec): 3 clusters
  Score: Raw -3653103.086318 + Penalty 3360.342114 = -3649742.744204
  nChanged 16
		SP:Iteration 44Q (46549.300000 sec): 3 clusters
  Score: Raw -3653112.765090 + Penalty 3360.342114 = -3649752.422976
  nChanged 7
		SP:Iteration 45Q (46549.630000 sec): 3 clusters
  Score: Raw -3653117.276426 + Penalty 3360.342114 = -3649756.934313
  nChanged 7
		SP:Iteration 46Q (46549.950000 sec): 3 clusters
  Score: Raw -3653121.339953 + Penalty 3360.342114 = -3649760.997839
  nChanged 6
		SP:Iteration 47Q (46550.320000 sec): 3 clusters
  Score: Raw -3653124.588895 + Penalty 3360.342114 = -3649764.246781
  nChanged 4
		SP:Iteration 48Q (46550.590000 sec): 3 clusters
  Score: Raw -3653127.003808 + Penalty 3360.342114 = -3649766.661695
  nChanged 5
		SP:Iteration 49Q (46550.930000 sec): 3 clusters
  Score: Raw -3653130.991754 + Penalty 3360.342114 = -3649770.649640
  nChanged 5
		SP:Iteration 50Q (46551.190000 sec): 3 clusters
  Score: Raw -3653134.718509 + Penalty 3360.342114 = -3649774.376396
  nChanged 3
		SP:Iteration 51Q (46551.510000 sec): 3 clusters
  Score: Raw -3653136.710275 + Penalty 3360.342114 = -3649776.368161
  nChanged 5
		SP:Iteration 52Q (46551.810000 sec): 3 clusters
  Score: Raw -3653138.480336 + Penalty 3360.342114 = -3649778.138222
  nChanged 1
		SP:Iteration 53Q (46552.140000 sec): 3 clusters
  Score: Raw -3653139.586622 + Penalty 3360.342114 = -3649779.244508
  nChanged 2
		SP:Iteration 54Q (46552.420000 sec): 3 clusters
  Score: Raw -3653141.590369 + Penalty 3360.342114 = -3649781.248255
  nChanged 2
		SP:Iteration 55Q (46552.700000 sec): 3 clusters
  Score: Raw -3653142.872194 + Penalty 3360.342114 = -3649782.530080
  nChanged 2
		SP:Iteration 56Q (46553.020000 sec): 3 clusters
  Score: Raw -3653143.847438 + Penalty 3360.342114 = -3649783.505324
  nChanged 0
		SP:Iteration 57F (46553.370000 sec): 3 clusters
  Score: Raw -3653143.847438 + Penalty 3360.342114 = -3649783.505324
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 11 (1204 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (46553.470000 sec): 2 clusters
  Score: Raw -141660.426129 + Penalty 1152.678252 = -140507.747878
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (46553.610000 sec): 3 clusters
  Score: Raw -141221.332075 + Penalty 2305.356503 = -138915.975571
  nChanged 377
		SP:Iteration 1F (46553.750000 sec): 3 clusters
  Score: Raw -141542.995746 + Penalty 2305.356503 = -139237.639243
  nChanged 102
		SP:Iteration 2F (46553.930000 sec): 3 clusters
  Score: Raw -141700.937089 + Penalty 2305.356503 = -139395.580586
  nChanged 86
		SP:Iteration 3F (46554.090000 sec): 3 clusters
  Score: Raw -141931.349551 + Penalty 2305.356503 = -139625.993047
  nChanged 87
		SP:Iteration 4F (46554.220000 sec): 3 clusters
  Score: Raw -142082.051760 + Penalty 2305.356503 = -139776.695257
  nChanged 77
		SP:Iteration 5F (46554.340000 sec): 3 clusters
  Score: Raw -142189.167266 + Penalty 2305.356503 = -139883.810762
  nChanged 43
		SP:Iteration 6Q (46554.480000 sec): 3 clusters
  Score: Raw -142262.225772 + Penalty 2305.356503 = -139956.869269
  nChanged 40
		SP:Iteration 7Q (46554.650000 sec): 3 clusters
  Score: Raw -142325.657067 + Penalty 2305.356503 = -140020.300563
  nChanged 29
		SP:Iteration 8Q (46554.790000 sec): 3 clusters
  Score: Raw -142363.367979 + Penalty 2305.356503 = -140058.011476
  nChanged 21
		SP:Iteration 9Q (46554.980000 sec): 3 clusters
  Score: Raw -142396.606897 + Penalty 2305.356503 = -140091.250393
  nChanged 14
		SP:Iteration 10Q (46555.110000 sec): 3 clusters
  Score: Raw -142409.892073 + Penalty 2305.356503 = -140104.535570
  nChanged 4
		SP:Iteration 11Q (46555.280000 sec): 3 clusters
  Score: Raw -142412.147720 + Penalty 2305.356503 = -140106.791217
  nChanged 3
		SP:Iteration 12Q (46555.440000 sec): 3 clusters
  Score: Raw -142413.726293 + Penalty 2305.356503 = -140108.369790
  nChanged 2
		SP:Iteration 13Q (46555.620000 sec): 3 clusters
  Score: Raw -142414.778057 + Penalty 2305.356503 = -140109.421553
  nChanged 0
		SP:Iteration 14F (46555.770000 sec): 3 clusters
  Score: Raw -142414.778057 + Penalty 2305.356503 = -140109.421553
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 12 (14770 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (46555.920000 sec): 2 clusters
  Score: Raw -1781102.846187 + Penalty 1560.057424 = -1779542.788764
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (46556.150000 sec): 3 clusters
  Score: Raw -1772444.390586 + Penalty 3120.114847 = -1769324.275739
  nChanged 6603
		SP:Iteration 1F (46556.400000 sec): 3 clusters
  Score: Raw -1776171.502794 + Penalty 3120.114847 = -1773051.387947
  nChanged 920
		SP:Iteration 2F (46556.630000 sec): 3 clusters
  Score: Raw -1776626.643371 + Penalty 3120.114847 = -1773506.528524
  nChanged 843
		SP:Iteration 3F (46556.860000 sec): 3 clusters
  Score: Raw -1777058.418416 + Penalty 3120.114847 = -1773938.303569
  nChanged 813
		SP:Iteration 4F (46557.090000 sec): 3 clusters
  Score: Raw -1777549.302396 + Penalty 3120.114847 = -1774429.187549
  nChanged 895
		SP:Iteration 5F (46557.340000 sec): 3 clusters
  Score: Raw -1778093.600298 + Penalty 3120.114847 = -1774973.485451
  nChanged 820
		SP:Iteration 6F (46557.620000 sec): 3 clusters
  Score: Raw -1778554.512439 + Penalty 3120.114847 = -1775434.397592
  nChanged 659
		SP:Iteration 7Q (46557.820000 sec): 3 clusters
  Score: Raw -1778945.939540 + Penalty 3120.114847 = -1775825.824693
  nChanged 599
		SP:Iteration 8Q (46558.100000 sec): 3 clusters
  Score: Raw -1779320.891285 + Penalty 3120.114847 = -1776200.776438
  nChanged 530
		SP:Iteration 9Q (46558.340000 sec): 3 clusters
  Score: Raw -1779674.624189 + Penalty 3120.114847 = -1776554.509342
  nChanged 436
		SP:Iteration 10Q (46558.610000 sec): 3 clusters
  Score: Raw -1779935.726409 + Penalty 3120.114847 = -1776815.611562
  nChanged 362
		SP:Iteration 11Q (46558.850000 sec): 3 clusters
  Score: Raw -1780122.773763 + Penalty 3120.114847 = -1777002.658916
  nChanged 269
		SP:Iteration 12Q (46559.140000 sec): 3 clusters
  Score: Raw -1780279.416953 + Penalty 3120.114847 = -1777159.302106
  nChanged 279
		SP:Iteration 13Q (46559.350000 sec): 3 clusters
  Score: Raw -1780423.947012 + Penalty 3120.114847 = -1777303.832165
  nChanged 211
		SP:Iteration 14Q (46559.640000 sec): 3 clusters
  Score: Raw -1780532.781096 + Penalty 3120.114847 = -1777412.666249
  nChanged 205
		SP:Iteration 15Q (46559.850000 sec): 3 clusters
  Score: Raw -1780631.882701 + Penalty 3120.114847 = -1777511.767854
  nChanged 175
		SP:Iteration 16Q (46560.120000 sec): 3 clusters
  Score: Raw -1780715.341211 + Penalty 3120.114847 = -1777595.226364
  nChanged 153
		SP:Iteration 17Q (46560.350000 sec): 3 clusters
  Score: Raw -1780783.609792 + Penalty 3120.114847 = -1777663.494945
  nChanged 131
		SP:Iteration 18Q (46560.600000 sec): 3 clusters
  Score: Raw -1780838.517465 + Penalty 3120.114847 = -1777718.402618
  nChanged 123
		SP:Iteration 19Q (46560.850000 sec): 3 clusters
  Score: Raw -1780891.586325 + Penalty 3120.114847 = -1777771.471478
  nChanged 97
		SP:Iteration 20F (46561.140000 sec): 3 clusters
  Score: Raw -1780928.357284 + Penalty 3120.114847 = -1777808.242437
  nChanged 85
		SP:Iteration 21Q (46561.400000 sec): 3 clusters
  Score: Raw -1780960.411127 + Penalty 3120.114847 = -1777840.296280
  nChanged 75
		SP:Iteration 22Q (46561.660000 sec): 3 clusters
  Score: Raw -1780986.246034 + Penalty 3120.114847 = -1777866.131186
  nChanged 75
		SP:Iteration 23Q (46561.880000 sec): 3 clusters
  Score: Raw -1781014.355147 + Penalty 3120.114847 = -1777894.240300
  nChanged 73
		SP:Iteration 24Q (46562.100000 sec): 3 clusters
  Score: Raw -1781049.393215 + Penalty 3120.114847 = -1777929.278368
  nChanged 82
		SP:Iteration 25Q (46562.370000 sec): 3 clusters
  Score: Raw -1781088.153805 + Penalty 3120.114847 = -1777968.038958
  nChanged 69
		SP:Iteration 26Q (46562.560000 sec): 3 clusters
  Score: Raw -1781116.937339 + Penalty 3120.114847 = -1777996.822492
  nChanged 58
		SP:Iteration 27Q (46562.780000 sec): 3 clusters
  Score: Raw -1781137.808440 + Penalty 3120.114847 = -1778017.693593
  nChanged 52
		SP:Iteration 28Q (46563.030000 sec): 3 clusters
  Score: Raw -1781156.273094 + Penalty 3120.114847 = -1778036.158247
  nChanged 44
		SP:Iteration 29Q (46563.290000 sec): 3 clusters
  Score: Raw -1781170.023722 + Penalty 3120.114847 = -1778049.908875
  nChanged 33
		SP:Iteration 30Q (46563.500000 sec): 3 clusters
  Score: Raw -1781179.399321 + Penalty 3120.114847 = -1778059.284474
  nChanged 27
		SP:Iteration 31Q (46563.750000 sec): 3 clusters
  Score: Raw -1781188.161874 + Penalty 3120.114847 = -1778068.047027
  nChanged 22
		SP:Iteration 32Q (46563.990000 sec): 3 clusters
  Score: Raw -1781195.039021 + Penalty 3120.114847 = -1778074.924174
  nChanged 15
		SP:Iteration 33Q (46564.220000 sec): 3 clusters
  Score: Raw -1781199.916438 + Penalty 3120.114847 = -1778079.801591
  nChanged 13
		SP:Iteration 34Q (46564.460000 sec): 3 clusters
  Score: Raw -1781203.195297 + Penalty 3120.114847 = -1778083.080450
  nChanged 14
		SP:Iteration 35Q (46564.680000 sec): 3 clusters
  Score: Raw -1781206.730513 + Penalty 3120.114847 = -1778086.615666
  nChanged 10
		SP:Iteration 36Q (46564.880000 sec): 3 clusters
  Score: Raw -1781208.818747 + Penalty 3120.114847 = -1778088.703899
  nChanged 8
		SP:Iteration 37Q (46565.180000 sec): 3 clusters
  Score: Raw -1781210.329351 + Penalty 3120.114847 = -1778090.214504
  nChanged 5
		SP:Iteration 38Q (46565.380000 sec): 3 clusters
  Score: Raw -1781211.219085 + Penalty 3120.114847 = -1778091.104238
  nChanged 6
		SP:Iteration 39Q (46565.590000 sec): 3 clusters
  Score: Raw -1781212.149902 + Penalty 3120.114847 = -1778092.035055
  nChanged 3
		SP:Iteration 40F (46565.870000 sec): 3 clusters
  Score: Raw -1781212.536942 + Penalty 3120.114847 = -1778092.422095
  nChanged 1
		SP:Iteration 41Q (46566.100000 sec): 3 clusters
  Score: Raw -1781212.729064 + Penalty 3120.114847 = -1778092.614217
  nChanged 1
		SP:Iteration 42Q (46566.330000 sec): 3 clusters
  Score: Raw -1781212.812665 + Penalty 3120.114847 = -1778092.697818
  nChanged 1
		SP:Iteration 43Q (46566.570000 sec): 3 clusters
  Score: Raw -1781213.070623 + Penalty 3120.114847 = -1778092.955776
  nChanged 2
		SP:Iteration 44Q (46566.810000 sec): 3 clusters
  Score: Raw -1781213.370753 + Penalty 3120.114847 = -1778093.255906
  nChanged 1
		SP:Iteration 45Q (46567.040000 sec): 3 clusters
  Score: Raw -1781213.764627 + Penalty 3120.114847 = -1778093.649780
  nChanged 1
		SP:Iteration 46Q (46567.270000 sec): 3 clusters
  Score: Raw -1781213.832902 + Penalty 3120.114847 = -1778093.718055
  nChanged 0
		SP:Iteration 47F (46567.500000 sec): 3 clusters
  Score: Raw -1781213.832902 + Penalty 3120.114847 = -1778093.718055
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 13 (4728 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (46567.600000 sec): 2 clusters
  Score: Raw -528235.247060 + Penalty 1374.954353 = -526860.292707
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (46567.770000 sec): 3 clusters
  Score: Raw -525812.142317 + Penalty 2749.908707 = -523062.233610
  nChanged 1888
		SP:Iteration 1F (46567.880000 sec): 3 clusters
  Score: Raw -526909.008884 + Penalty 2749.908707 = -524159.100177
  nChanged 401
		SP:Iteration 2F (46567.990000 sec): 3 clusters
  Score: Raw -527194.751248 + Penalty 2749.908707 = -524444.842542
  nChanged 328
		SP:Iteration 3F (46568.120000 sec): 3 clusters
  Score: Raw -527435.674164 + Penalty 2749.908707 = -524685.765457
  nChanged 285
		SP:Iteration 4F (46568.260000 sec): 3 clusters
  Score: Raw -527668.270574 + Penalty 2749.908707 = -524918.361867
  nChanged 301
		SP:Iteration 5F (46568.450000 sec): 3 clusters
  Score: Raw -527936.723803 + Penalty 2749.908707 = -525186.815096
  nChanged 276
		SP:Iteration 6F (46568.580000 sec): 3 clusters
  Score: Raw -528189.593333 + Penalty 2749.908707 = -525439.684627
  nChanged 237
		SP:Iteration 7F (46568.700000 sec): 3 clusters
  Score: Raw -528434.323442 + Penalty 2749.908707 = -525684.414735
  nChanged 232
		SP:Iteration 8Q (46568.870000 sec): 3 clusters
  Score: Raw -528648.477542 + Penalty 2749.908707 = -525898.568836
  nChanged 175
		SP:Iteration 9Q (46569.080000 sec): 3 clusters
  Score: Raw -528795.866445 + Penalty 2749.908707 = -526045.957738
  nChanged 122
		SP:Iteration 10Q (46569.250000 sec): 3 clusters
  Score: Raw -528867.129875 + Penalty 2749.908707 = -526117.221168
  nChanged 76
		SP:Iteration 11Q (46569.420000 sec): 3 clusters
  Score: Raw -528901.773145 + Penalty 2749.908707 = -526151.864438
  nChanged 63
		SP:Iteration 12Q (46569.610000 sec): 3 clusters
  Score: Raw -528929.574114 + Penalty 2749.908707 = -526179.665407
  nChanged 44
		SP:Iteration 13Q (46569.750000 sec): 3 clusters
  Score: Raw -528945.011906 + Penalty 2749.908707 = -526195.103199
  nChanged 28
		SP:Iteration 14Q (46569.960000 sec): 3 clusters
  Score: Raw -528956.934226 + Penalty 2749.908707 = -526207.025519
  nChanged 32
		SP:Iteration 15Q (46570.110000 sec): 3 clusters
  Score: Raw -528970.655836 + Penalty 2749.908707 = -526220.747129
  nChanged 29
		SP:Iteration 16Q (46570.320000 sec): 3 clusters
  Score: Raw -528982.811445 + Penalty 2749.908707 = -526232.902738
  nChanged 28
		SP:Iteration 17Q (46570.420000 sec): 3 clusters
  Score: Raw -528994.553660 + Penalty 2749.908707 = -526244.644954
  nChanged 25
		SP:Iteration 18Q (46570.520000 sec): 3 clusters
  Score: Raw -529004.258915 + Penalty 2749.908707 = -526254.350208
  nChanged 23
		SP:Iteration 19Q (46570.700000 sec): 3 clusters
  Score: Raw -529011.745052 + Penalty 2749.908707 = -526261.836345
  nChanged 21
		SP:Iteration 20F (46570.870000 sec): 3 clusters
  Score: Raw -529020.401628 + Penalty 2749.908707 = -526270.492921
  nChanged 18
		SP:Iteration 21Q (46571.060000 sec): 3 clusters
  Score: Raw -529028.564151 + Penalty 2749.908707 = -526278.655445
  nChanged 14
		SP:Iteration 22Q (46571.240000 sec): 3 clusters
  Score: Raw -529034.713250 + Penalty 2749.908707 = -526284.804543
  nChanged 12
		SP:Iteration 23Q (46571.420000 sec): 3 clusters
  Score: Raw -529038.121651 + Penalty 2749.908707 = -526288.212944
  nChanged 11
		SP:Iteration 24Q (46571.610000 sec): 3 clusters
  Score: Raw -529043.537700 + Penalty 2749.908707 = -526293.628993
  nChanged 12
		SP:Iteration 25Q (46571.730000 sec): 3 clusters
  Score: Raw -529047.518914 + Penalty 2749.908707 = -526297.610207
  nChanged 11
		SP:Iteration 26Q (46571.870000 sec): 3 clusters
  Score: Raw -529050.731932 + Penalty 2749.908707 = -526300.823225
  nChanged 12
		SP:Iteration 27Q (46572.050000 sec): 3 clusters
  Score: Raw -529054.181613 + Penalty 2749.908707 = -526304.272906
  nChanged 9
		SP:Iteration 28Q (46572.220000 sec): 3 clusters
  Score: Raw -529056.030574 + Penalty 2749.908707 = -526306.121867
  nChanged 4
		SP:Iteration 29Q (46572.340000 sec): 3 clusters
  Score: Raw -529057.007790 + Penalty 2749.908707 = -526307.099084
  nChanged 2
		SP:Iteration 30Q (46572.560000 sec): 3 clusters
  Score: Raw -529057.368593 + Penalty 2749.908707 = -526307.459887
  nChanged 5
		SP:Iteration 31Q (46572.740000 sec): 3 clusters
  Score: Raw -529059.112186 + Penalty 2749.908707 = -526309.203480
  nChanged 10
		SP:Iteration 32Q (46572.930000 sec): 3 clusters
  Score: Raw -529061.660483 + Penalty 2749.908707 = -526311.751776
  nChanged 8
		SP:Iteration 33Q (46573.090000 sec): 3 clusters
  Score: Raw -529065.354734 + Penalty 2749.908707 = -526315.446027
  nChanged 11
		SP:Iteration 34Q (46573.260000 sec): 3 clusters
  Score: Raw -529070.024668 + Penalty 2749.908707 = -526320.115961
  nChanged 8
		SP:Iteration 35Q (46573.410000 sec): 3 clusters
  Score: Raw -529072.489477 + Penalty 2749.908707 = -526322.580770
  nChanged 6
		SP:Iteration 36Q (46573.590000 sec): 3 clusters
  Score: Raw -529075.331980 + Penalty 2749.908707 = -526325.423273
  nChanged 6
		SP:Iteration 37Q (46573.730000 sec): 3 clusters
  Score: Raw -529076.773408 + Penalty 2749.908707 = -526326.864702
  nChanged 2
		SP:Iteration 38Q (46573.890000 sec): 3 clusters
  Score: Raw -529077.492589 + Penalty 2749.908707 = -526327.583883
  nChanged 4
		SP:Iteration 39Q (46574.060000 sec): 3 clusters
  Score: Raw -529078.414193 + Penalty 2749.908707 = -526328.505486
  nChanged 2
		SP:Iteration 40F (46574.210000 sec): 3 clusters
  Score: Raw -529078.618673 + Penalty 2749.908707 = -526328.709966
  nChanged 1
		SP:Iteration 41Q (46574.350000 sec): 3 clusters
  Score: Raw -529078.732300 + Penalty 2749.908707 = -526328.823593
  nChanged 1
		SP:Iteration 42Q (46574.540000 sec): 3 clusters
  Score: Raw -529078.905031 + Penalty 2749.908707 = -526328.996325
  nChanged 1
		SP:Iteration 43Q (46574.680000 sec): 3 clusters
  Score: Raw -529079.404836 + Penalty 2749.908707 = -526329.496129
  nChanged 1
		SP:Iteration 44Q (46574.860000 sec): 3 clusters
  Score: Raw -529079.643307 + Penalty 2749.908707 = -526329.734600
  nChanged 2
		SP:Iteration 45Q (46575.040000 sec): 3 clusters
  Score: Raw -529080.232503 + Penalty 2749.908707 = -526330.323796
  nChanged 2
		SP:Iteration 46Q (46575.220000 sec): 3 clusters
  Score: Raw -529080.902304 + Penalty 2749.908707 = -526330.993598
  nChanged 3
		SP:Iteration 47Q (46575.400000 sec): 3 clusters
  Score: Raw -529082.095340 + Penalty 2749.908707 = -526332.186634
  nChanged 8
		SP:Iteration 48Q (46575.520000 sec): 3 clusters
  Score: Raw -529086.485505 + Penalty 2749.908707 = -526336.576798
  nChanged 12
		SP:Iteration 49Q (46575.700000 sec): 3 clusters
  Score: Raw -529093.922275 + Penalty 2749.908707 = -526344.013568
  nChanged 15
		SP:Iteration 50Q (46575.870000 sec): 3 clusters
  Score: Raw -529101.161894 + Penalty 2749.908707 = -526351.253187
  nChanged 14
		SP:Iteration 51Q (46576.040000 sec): 3 clusters
  Score: Raw -529110.636002 + Penalty 2749.908707 = -526360.727295
  nChanged 20
		SP:Iteration 52Q (46576.230000 sec): 3 clusters
  Score: Raw -529120.705722 + Penalty 2749.908707 = -526370.797015
  nChanged 29
		SP:Iteration 53Q (46576.360000 sec): 3 clusters
  Score: Raw -529132.852176 + Penalty 2749.908707 = -526382.943470
  nChanged 24
		SP:Iteration 54Q (46576.480000 sec): 3 clusters
  Score: Raw -529147.900664 + Penalty 2749.908707 = -526397.991957
  nChanged 34
		SP:Iteration 55Q (46576.590000 sec): 3 clusters
  Score: Raw -529171.210011 + Penalty 2749.908707 = -526421.301304
  nChanged 40
		SP:Iteration 56Q (46576.730000 sec): 3 clusters
  Score: Raw -529196.741304 + Penalty 2749.908707 = -526446.832598
  nChanged 49
		SP:Iteration 57Q (46576.890000 sec): 3 clusters
  Score: Raw -529227.383756 + Penalty 2749.908707 = -526477.475049
  nChanged 44
		SP:Iteration 58Q (46577.040000 sec): 3 clusters
  Score: Raw -529254.443274 + Penalty 2749.908707 = -526504.534567
  nChanged 38
		SP:Iteration 59Q (46577.260000 sec): 3 clusters
  Score: Raw -529274.758151 + Penalty 2749.908707 = -526524.849445
  nChanged 44
		SP:Iteration 60F (46577.480000 sec): 3 clusters
  Score: Raw -529300.911446 + Penalty 2749.908707 = -526551.002739
  nChanged 46
		SP:Iteration 61Q (46577.600000 sec): 3 clusters
  Score: Raw -529321.762935 + Penalty 2749.908707 = -526571.854228
  nChanged 33
		SP:Iteration 62Q (46577.780000 sec): 3 clusters
  Score: Raw -529338.746737 + Penalty 2749.908707 = -526588.838030
  nChanged 29
		SP:Iteration 63Q (46577.960000 sec): 3 clusters
  Score: Raw -529353.351355 + Penalty 2749.908707 = -526603.442648
  nChanged 26
		SP:Iteration 64Q (46578.140000 sec): 3 clusters
  Score: Raw -529365.336193 + Penalty 2749.908707 = -526615.427487
  nChanged 27
		SP:Iteration 65Q (46578.330000 sec): 3 clusters
  Score: Raw -529383.930825 + Penalty 2749.908707 = -526634.022118
  nChanged 28
		SP:Iteration 66Q (46578.480000 sec): 3 clusters
  Score: Raw -529398.627244 + Penalty 2749.908707 = -526648.718537
  nChanged 31
		SP:Iteration 67Q (46578.600000 sec): 3 clusters
  Score: Raw -529416.281774 + Penalty 2749.908707 = -526666.373067
  nChanged 39
		SP:Iteration 68Q (46578.750000 sec): 3 clusters
  Score: Raw -529435.079194 + Penalty 2749.908707 = -526685.170487
  nChanged 33
		SP:Iteration 69Q (46578.950000 sec): 3 clusters
  Score: Raw -529449.222418 + Penalty 2749.908707 = -526699.313711
  nChanged 30
		SP:Iteration 70Q (46579.060000 sec): 3 clusters
  Score: Raw -529462.981110 + Penalty 2749.908707 = -526713.072403
  nChanged 28
		SP:Iteration 71Q (46579.240000 sec): 3 clusters
  Score: Raw -529475.193600 + Penalty 2749.908707 = -526725.284893
  nChanged 26
		SP:Iteration 72Q (46579.360000 sec): 3 clusters
  Score: Raw -529484.088199 + Penalty 2749.908707 = -526734.179492
  nChanged 16
		SP:Iteration 73Q (46579.530000 sec): 3 clusters
  Score: Raw -529488.455220 + Penalty 2749.908707 = -526738.546513
  nChanged 10
		SP:Iteration 74Q (46579.640000 sec): 3 clusters
  Score: Raw -529492.197945 + Penalty 2749.908707 = -526742.289239
  nChanged 9
		SP:Iteration 75Q (46579.800000 sec): 3 clusters
  Score: Raw -529494.882508 + Penalty 2749.908707 = -526744.973801
  nChanged 6
		SP:Iteration 76Q (46579.980000 sec): 3 clusters
  Score: Raw -529496.886984 + Penalty 2749.908707 = -526746.978278
  nChanged 7
		SP:Iteration 77Q (46580.160000 sec): 3 clusters
  Score: Raw -529499.216200 + Penalty 2749.908707 = -526749.307493
  nChanged 5
		SP:Iteration 78Q (46580.330000 sec): 3 clusters
  Score: Raw -529500.948368 + Penalty 2749.908707 = -526751.039662
  nChanged 7
		SP:Iteration 79Q (46580.500000 sec): 3 clusters
  Score: Raw -529502.499492 + Penalty 2749.908707 = -526752.590785
  nChanged 4
		SP:Iteration 80F (46580.670000 sec): 3 clusters
  Score: Raw -529503.448332 + Penalty 2749.908707 = -526753.539625
  nChanged 5
		SP:Iteration 81Q (46580.850000 sec): 3 clusters
  Score: Raw -529504.211539 + Penalty 2749.908707 = -526754.302833
  nChanged 3
		SP:Iteration 82Q (46581.020000 sec): 3 clusters
  Score: Raw -529504.681535 + Penalty 2749.908707 = -526754.772828
  nChanged 0
		SP:Iteration 83F (46581.200000 sec): 3 clusters
  Score: Raw -529504.681535 + Penalty 2749.908707 = -526754.772828
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 14 (32146 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (46581.410000 sec): 2 clusters
  Score: Raw -3930488.777286 + Penalty 1686.432037 = -3928802.345249
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (46581.740000 sec): 3 clusters
  Score: Raw -3910364.264845 + Penalty 3372.864074 = -3906991.400770
  nChanged 14939
		SP:Iteration 1F (46582.060000 sec): 3 clusters
  Score: Raw -3918754.832540 + Penalty 3372.864074 = -3915381.968465
  nChanged 1292
		SP:Iteration 2Q (46582.410000 sec): 3 clusters
  Score: Raw -3919130.979096 + Penalty 3372.864074 = -3915758.115021
  nChanged 1240
		SP:Iteration 3Q (46582.750000 sec): 3 clusters
  Score: Raw -3919501.534497 + Penalty 3372.864074 = -3916128.670423
  nChanged 1248
		SP:Iteration 4Q (46583.160000 sec): 3 clusters
  Score: Raw -3919936.426767 + Penalty 3372.864074 = -3916563.562693
  nChanged 1374
		SP:Iteration 5Q (46583.520000 sec): 3 clusters
  Score: Raw -3920512.888384 + Penalty 3372.864074 = -3917140.024309
  nChanged 1559
		SP:Iteration 6Q (46583.850000 sec): 3 clusters
  Score: Raw -3921305.190653 + Penalty 3372.864074 = -3917932.326579
  nChanged 1734
		SP:Iteration 7F (46584.210000 sec): 3 clusters
  Score: Raw -3922403.334847 + Penalty 3372.864074 = -3919030.470773
  nChanged 1860
		SP:Iteration 8F (46584.590000 sec): 3 clusters
  Score: Raw -3923738.432864 + Penalty 3372.864074 = -3920365.568790
  nChanged 1850
		SP:Iteration 9F (46584.890000 sec): 3 clusters
  Score: Raw -3925228.843590 + Penalty 3372.864074 = -3921855.979516
  nChanged 1702
		SP:Iteration 10F (46585.200000 sec): 3 clusters
  Score: Raw -3926381.970352 + Penalty 3372.864074 = -3923009.106277
  nChanged 1232
		SP:Iteration 11Q (46585.540000 sec): 3 clusters
  Score: Raw -3926988.025876 + Penalty 3372.864074 = -3923615.161802
  nChanged 846
		SP:Iteration 12Q (46585.900000 sec): 3 clusters
  Score: Raw -3927295.376015 + Penalty 3372.864074 = -3923922.511940
  nChanged 578
		SP:Iteration 13Q (46586.230000 sec): 3 clusters
  Score: Raw -3927478.581714 + Penalty 3372.864074 = -3924105.717640
  nChanged 434
		SP:Iteration 14Q (46586.590000 sec): 3 clusters
  Score: Raw -3927606.442437 + Penalty 3372.864074 = -3924233.578363
  nChanged 373
		SP:Iteration 15Q (46586.910000 sec): 3 clusters
  Score: Raw -3927715.628163 + Penalty 3372.864074 = -3924342.764088
  nChanged 347
		SP:Iteration 16Q (46587.250000 sec): 3 clusters
  Score: Raw -3927820.524602 + Penalty 3372.864074 = -3924447.660528
  nChanged 367
		SP:Iteration 17Q (46587.610000 sec): 3 clusters
  Score: Raw -3927939.353999 + Penalty 3372.864074 = -3924566.489925
  nChanged 376
		SP:Iteration 18Q (46587.950000 sec): 3 clusters
  Score: Raw -3928066.586297 + Penalty 3372.864074 = -3924693.722223
  nChanged 376
		SP:Iteration 19Q (46588.250000 sec): 3 clusters
  Score: Raw -3928212.610023 + Penalty 3372.864074 = -3924839.745949
  nChanged 372
		SP:Iteration 20F (46588.600000 sec): 3 clusters
  Score: Raw -3928359.696764 + Penalty 3372.864074 = -3924986.832690
  nChanged 387
		SP:Iteration 21Q (46588.940000 sec): 3 clusters
  Score: Raw -3928506.658053 + Penalty 3372.864074 = -3925133.793979
  nChanged 351
		SP:Iteration 22Q (46589.230000 sec): 3 clusters
  Score: Raw -3928638.999221 + Penalty 3372.864074 = -3925266.135147
  nChanged 317
		SP:Iteration 23Q (46589.570000 sec): 3 clusters
  Score: Raw -3928749.895758 + Penalty 3372.864074 = -3925377.031684
  nChanged 319
		SP:Iteration 24Q (46589.900000 sec): 3 clusters
  Score: Raw -3928873.851646 + Penalty 3372.864074 = -3925500.987571
  nChanged 317
		SP:Iteration 25Q (46590.180000 sec): 3 clusters
  Score: Raw -3928994.895885 + Penalty 3372.864074 = -3925622.031810
  nChanged 302
		SP:Iteration 26Q (46590.540000 sec): 3 clusters
  Score: Raw -3929104.067683 + Penalty 3372.864074 = -3925731.203608
  nChanged 287
		SP:Iteration 27Q (46590.900000 sec): 3 clusters
  Score: Raw -3929198.232488 + Penalty 3372.864074 = -3925825.368414
  nChanged 292
		SP:Iteration 28Q (46591.170000 sec): 3 clusters
  Score: Raw -3929287.023513 + Penalty 3372.864074 = -3925914.159439
  nChanged 248
		SP:Iteration 29Q (46591.490000 sec): 3 clusters
  Score: Raw -3929355.947548 + Penalty 3372.864074 = -3925983.083474
  nChanged 218
		SP:Iteration 30Q (46591.860000 sec): 3 clusters
  Score: Raw -3929420.894455 + Penalty 3372.864074 = -3926048.030381
  nChanged 215
		SP:Iteration 31Q (46592.210000 sec): 3 clusters
  Score: Raw -3929488.447729 + Penalty 3372.864074 = -3926115.583655
  nChanged 196
		SP:Iteration 32Q (46592.540000 sec): 3 clusters
  Score: Raw -3929540.859149 + Penalty 3372.864074 = -3926167.995075
  nChanged 173
		SP:Iteration 33Q (46592.830000 sec): 3 clusters
  Score: Raw -3929585.683563 + Penalty 3372.864074 = -3926212.819489
  nChanged 177
		SP:Iteration 34Q (46593.160000 sec): 3 clusters
  Score: Raw -3929632.009194 + Penalty 3372.864074 = -3926259.145120
  nChanged 177
		SP:Iteration 35Q (46593.530000 sec): 3 clusters
  Score: Raw -3929679.537530 + Penalty 3372.864074 = -3926306.673456
  nChanged 171
		SP:Iteration 36Q (46593.830000 sec): 3 clusters
  Score: Raw -3929726.291713 + Penalty 3372.864074 = -3926353.427639
  nChanged 162
		SP:Iteration 37Q (46594.170000 sec): 3 clusters
  Score: Raw -3929771.437027 + Penalty 3372.864074 = -3926398.572953
  nChanged 177
		SP:Iteration 38Q (46594.530000 sec): 3 clusters
  Score: Raw -3929824.520599 + Penalty 3372.864074 = -3926451.656524
  nChanged 194
		SP:Iteration 39Q (46594.820000 sec): 3 clusters
  Score: Raw -3929885.684975 + Penalty 3372.864074 = -3926512.820900
  nChanged 192
		SP:Iteration 40F (46595.140000 sec): 3 clusters
  Score: Raw -3929950.738353 + Penalty 3372.864074 = -3926577.874279
  nChanged 171
		SP:Iteration 41Q (46595.460000 sec): 3 clusters
  Score: Raw -3930010.809722 + Penalty 3372.864074 = -3926637.945648
  nChanged 157
		SP:Iteration 42Q (46595.780000 sec): 3 clusters
  Score: Raw -3930067.818327 + Penalty 3372.864074 = -3926694.954253
  nChanged 155
		SP:Iteration 43Q (46596.140000 sec): 3 clusters
  Score: Raw -3930118.517440 + Penalty 3372.864074 = -3926745.653366
  nChanged 150
		SP:Iteration 44Q (46596.500000 sec): 3 clusters
  Score: Raw -3930168.985280 + Penalty 3372.864074 = -3926796.121206
  nChanged 141
		SP:Iteration 45Q (46596.860000 sec): 3 clusters
  Score: Raw -3930217.228666 + Penalty 3372.864074 = -3926844.364592
  nChanged 132
		SP:Iteration 46Q (46597.190000 sec): 3 clusters
  Score: Raw -3930265.585249 + Penalty 3372.864074 = -3926892.721175
  nChanged 116
		SP:Iteration 47Q (46597.530000 sec): 3 clusters
  Score: Raw -3930301.407624 + Penalty 3372.864074 = -3926928.543550
  nChanged 111
		SP:Iteration 48Q (46597.850000 sec): 3 clusters
  Score: Raw -3930338.962242 + Penalty 3372.864074 = -3926966.098168
  nChanged 107
		SP:Iteration 49Q (46598.130000 sec): 3 clusters
  Score: Raw -3930377.926267 + Penalty 3372.864074 = -3927005.062192
  nChanged 104
		SP:Iteration 50Q (46598.460000 sec): 3 clusters
  Score: Raw -3930418.236750 + Penalty 3372.864074 = -3927045.372676
  nChanged 90
		SP:Iteration 51Q (46598.840000 sec): 3 clusters
  Score: Raw -3930457.607827 + Penalty 3372.864074 = -3927084.743753
  nChanged 80
		SP:Iteration 52Q (46599.110000 sec): 3 clusters
  Score: Raw -3930491.884009 + Penalty 3372.864074 = -3927119.019934
  nChanged 82
		SP:Iteration 53Q (46599.420000 sec): 3 clusters
  Score: Raw -3930526.602069 + Penalty 3372.864074 = -3927153.737995
  nChanged 71
		SP:Iteration 54Q (46599.780000 sec): 3 clusters
  Score: Raw -3930553.176737 + Penalty 3372.864074 = -3927180.312662
  nChanged 49
		SP:Iteration 55Q (46600.150000 sec): 3 clusters
  Score: Raw -3930571.913966 + Penalty 3372.864074 = -3927199.049892
  nChanged 45
		SP:Iteration 56Q (46600.490000 sec): 3 clusters
  Score: Raw -3930593.924418 + Penalty 3372.864074 = -3927221.060344
  nChanged 47
		SP:Iteration 57Q (46600.810000 sec): 3 clusters
  Score: Raw -3930617.525105 + Penalty 3372.864074 = -3927244.661031
  nChanged 39
		SP:Iteration 58Q (46601.130000 sec): 3 clusters
  Score: Raw -3930632.363156 + Penalty 3372.864074 = -3927259.499082
  nChanged 34
		SP:Iteration 59Q (46601.410000 sec): 3 clusters
  Score: Raw -3930645.535385 + Penalty 3372.864074 = -3927272.671310
  nChanged 25
		SP:Iteration 60F (46601.790000 sec): 3 clusters
  Score: Raw -3930655.222034 + Penalty 3372.864074 = -3927282.357960
  nChanged 21
		SP:Iteration 61Q (46602.130000 sec): 3 clusters
  Score: Raw -3930664.673705 + Penalty 3372.864074 = -3927291.809630
  nChanged 27
		SP:Iteration 62Q (46602.460000 sec): 3 clusters
  Score: Raw -3930677.701012 + Penalty 3372.864074 = -3927304.836937
  nChanged 22
		SP:Iteration 63Q (46602.750000 sec): 3 clusters
  Score: Raw -3930686.261811 + Penalty 3372.864074 = -3927313.397737
  nChanged 26
		SP:Iteration 64Q (46603.100000 sec): 3 clusters
  Score: Raw -3930696.415231 + Penalty 3372.864074 = -3927323.551156
  nChanged 12
		SP:Iteration 65Q (46603.460000 sec): 3 clusters
  Score: Raw -3930701.683105 + Penalty 3372.864074 = -3927328.819031
  nChanged 11
		SP:Iteration 66Q (46603.830000 sec): 3 clusters
  Score: Raw -3930705.720197 + Penalty 3372.864074 = -3927332.856123
  nChanged 8
		SP:Iteration 67Q (46604.100000 sec): 3 clusters
  Score: Raw -3930709.489205 + Penalty 3372.864074 = -3927336.625131
  nChanged 11
		SP:Iteration 68Q (46604.450000 sec): 3 clusters
  Score: Raw -3930713.859518 + Penalty 3372.864074 = -3927340.995444
  nChanged 12
		SP:Iteration 69Q (46604.750000 sec): 3 clusters
  Score: Raw -3930718.346899 + Penalty 3372.864074 = -3927345.482824
  nChanged 10
		SP:Iteration 70Q (46605.030000 sec): 3 clusters
  Score: Raw -3930722.723906 + Penalty 3372.864074 = -3927349.859832
  nChanged 6
		SP:Iteration 71Q (46605.400000 sec): 3 clusters
  Score: Raw -3930725.356259 + Penalty 3372.864074 = -3927352.492185
  nChanged 10
		SP:Iteration 72Q (46605.710000 sec): 3 clusters
  Score: Raw -3930729.600798 + Penalty 3372.864074 = -3927356.736724
  nChanged 7
		SP:Iteration 73Q (46606.010000 sec): 3 clusters
  Score: Raw -3930732.226684 + Penalty 3372.864074 = -3927359.362610
  nChanged 7
		SP:Iteration 74Q (46606.320000 sec): 3 clusters
  Score: Raw -3930734.662659 + Penalty 3372.864074 = -3927361.798585
  nChanged 7
		SP:Iteration 75Q (46606.630000 sec): 3 clusters
  Score: Raw -3930737.297837 + Penalty 3372.864074 = -3927364.433763
  nChanged 7
		SP:Iteration 76Q (46606.950000 sec): 3 clusters
  Score: Raw -3930739.610823 + Penalty 3372.864074 = -3927366.746748
  nChanged 4
		SP:Iteration 77Q (46607.270000 sec): 3 clusters
  Score: Raw -3930741.917678 + Penalty 3372.864074 = -3927369.053604
  nChanged 9
		SP:Iteration 78Q (46607.580000 sec): 3 clusters
  Score: Raw -3930744.306064 + Penalty 3372.864074 = -3927371.441990
  nChanged 2
		SP:Iteration 79Q (46607.900000 sec): 3 clusters
  Score: Raw -3930744.821660 + Penalty 3372.864074 = -3927371.957586
  nChanged 1
		SP:Iteration 80F (46608.190000 sec): 3 clusters
  Score: Raw -3930745.886359 + Penalty 3372.864074 = -3927373.022285
  nChanged 4
		SP:Iteration 81Q (46608.480000 sec): 3 clusters
  Score: Raw -3930747.824576 + Penalty 3372.864074 = -3927374.960502
  nChanged 1
		SP:Iteration 82Q (46608.760000 sec): 3 clusters
  Score: Raw -3930748.084508 + Penalty 3372.864074 = -3927375.220434
  nChanged 1
		SP:Iteration 83Q (46609.050000 sec): 3 clusters
  Score: Raw -3930748.338633 + Penalty 3372.864074 = -3927375.474559
  nChanged 0
		SP:Iteration 84F (46609.390000 sec): 3 clusters
  Score: Raw -3930748.338633 + Penalty 3372.864074 = -3927375.474559
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 15 (1781 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (46609.500000 sec): 2 clusters
  Score: Raw -198295.144134 + Penalty 1216.301171 = -197078.842963
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (46609.700000 sec): 3 clusters
  Score: Raw -197570.514055 + Penalty 2432.602342 = -195137.911713
  nChanged 630
		SP:Iteration 1F (46609.830000 sec): 3 clusters
  Score: Raw -198045.861914 + Penalty 2432.602342 = -195613.259572
  nChanged 162
		SP:Iteration 2F (46610.010000 sec): 3 clusters
  Score: Raw -198215.379680 + Penalty 2432.602342 = -195782.777338
  nChanged 119
		SP:Iteration 3F (46610.220000 sec): 3 clusters
  Score: Raw -198326.633741 + Penalty 2432.602342 = -195894.031399
  nChanged 82
		SP:Iteration 4Q (46610.370000 sec): 3 clusters
  Score: Raw -198393.740138 + Penalty 2432.602342 = -195961.137796
  nChanged 76
		SP:Iteration 5Q (46610.490000 sec): 3 clusters
  Score: Raw -198464.918468 + Penalty 2432.602342 = -196032.316126
  nChanged 55
		SP:Iteration 6Q (46610.660000 sec): 3 clusters
  Score: Raw -198514.563433 + Penalty 2432.602342 = -196081.961091
  nChanged 43
		SP:Iteration 7Q (46610.830000 sec): 3 clusters
  Score: Raw -198563.284071 + Penalty 2432.602342 = -196130.681729
  nChanged 52
		SP:Iteration 8Q (46610.970000 sec): 3 clusters
  Score: Raw -198611.050753 + Penalty 2432.602342 = -196178.448411
  nChanged 56
		SP:Iteration 9Q (46611.110000 sec): 3 clusters
  Score: Raw -198652.286039 + Penalty 2432.602342 = -196219.683697
  nChanged 46
		SP:Iteration 10Q (46611.250000 sec): 3 clusters
  Score: Raw -198688.459691 + Penalty 2432.602342 = -196255.857349
  nChanged 40
		SP:Iteration 11Q (46611.390000 sec): 3 clusters
  Score: Raw -198721.842823 + Penalty 2432.602342 = -196289.240481
  nChanged 39
		SP:Iteration 12Q (46611.550000 sec): 3 clusters
  Score: Raw -198751.607381 + Penalty 2432.602342 = -196319.005039
  nChanged 25
		SP:Iteration 13Q (46611.730000 sec): 3 clusters
  Score: Raw -198767.698156 + Penalty 2432.602342 = -196335.095814
  nChanged 23
		SP:Iteration 14Q (46611.910000 sec): 3 clusters
  Score: Raw -198785.431558 + Penalty 2432.602342 = -196352.829216
  nChanged 31
		SP:Iteration 15Q (46612.060000 sec): 3 clusters
  Score: Raw -198808.641657 + Penalty 2432.602342 = -196376.039315
  nChanged 33
		SP:Iteration 16Q (46612.220000 sec): 3 clusters
  Score: Raw -198836.988823 + Penalty 2432.602342 = -196404.386481
  nChanged 33
		SP:Iteration 17Q (46612.350000 sec): 3 clusters
  Score: Raw -198870.456958 + Penalty 2432.602342 = -196437.854616
  nChanged 33
		SP:Iteration 18Q (46612.500000 sec): 3 clusters
  Score: Raw -198905.123798 + Penalty 2432.602342 = -196472.521456
  nChanged 25
		SP:Iteration 19Q (46612.600000 sec): 3 clusters
  Score: Raw -198927.214312 + Penalty 2432.602342 = -196494.611970
  nChanged 20
		SP:Iteration 20F (46612.700000 sec): 3 clusters
  Score: Raw -198944.508675 + Penalty 2432.602342 = -196511.906333
  nChanged 24
		SP:Iteration 21Q (46612.790000 sec): 3 clusters
  Score: Raw -198964.100622 + Penalty 2432.602342 = -196531.498280
  nChanged 21
		SP:Iteration 22Q (46612.930000 sec): 3 clusters
  Score: Raw -198980.668299 + Penalty 2432.602342 = -196548.065957
  nChanged 16
		SP:Iteration 23Q (46613.070000 sec): 3 clusters
  Score: Raw -198993.387951 + Penalty 2432.602342 = -196560.785608
  nChanged 17
		SP:Iteration 24Q (46613.160000 sec): 3 clusters
  Score: Raw -199003.422684 + Penalty 2432.602342 = -196570.820342
  nChanged 16
		SP:Iteration 25Q (46613.300000 sec): 3 clusters
  Score: Raw -199015.748299 + Penalty 2432.602342 = -196583.145957
  nChanged 12
		SP:Iteration 26Q (46613.440000 sec): 3 clusters
  Score: Raw -199022.986028 + Penalty 2432.602342 = -196590.383686
  nChanged 8
		SP:Iteration 27Q (46613.540000 sec): 3 clusters
  Score: Raw -199032.607562 + Penalty 2432.602342 = -196600.005220
  nChanged 11
		SP:Iteration 28Q (46613.630000 sec): 3 clusters
  Score: Raw -199041.922362 + Penalty 2432.602342 = -196609.320019
  nChanged 10
		SP:Iteration 29Q (46613.730000 sec): 3 clusters
  Score: Raw -199052.012596 + Penalty 2432.602342 = -196619.410254
  nChanged 10
		SP:Iteration 30Q (46613.870000 sec): 3 clusters
  Score: Raw -199060.559733 + Penalty 2432.602342 = -196627.957391
  nChanged 12
		SP:Iteration 31Q (46613.970000 sec): 3 clusters
  Score: Raw -199069.168587 + Penalty 2432.602342 = -196636.566245
  nChanged 7
		SP:Iteration 32Q (46614.150000 sec): 3 clusters
  Score: Raw -199073.971918 + Penalty 2432.602342 = -196641.369576
  nChanged 5
		SP:Iteration 33Q (46614.290000 sec): 3 clusters
  Score: Raw -199079.154221 + Penalty 2432.602342 = -196646.551879
  nChanged 4
		SP:Iteration 34Q (46614.450000 sec): 3 clusters
  Score: Raw -199081.504226 + Penalty 2432.602342 = -196648.901884
  nChanged 2
		SP:Iteration 35Q (46614.590000 sec): 3 clusters
  Score: Raw -199082.865317 + Penalty 2432.602342 = -196650.262975
  nChanged 2
		SP:Iteration 36Q (46614.700000 sec): 3 clusters
  Score: Raw -199084.124763 + Penalty 2432.602342 = -196651.522421
  nChanged 1
		SP:Iteration 37Q (46614.880000 sec): 3 clusters
  Score: Raw -199084.524151 + Penalty 2432.602342 = -196651.921809
  nChanged 0
		SP:Iteration 38F (46615.040000 sec): 3 clusters
  Score: Raw -199084.524151 + Penalty 2432.602342 = -196651.921809
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 16 (693 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (46615.140000 sec): 2 clusters
  Score: Raw -78531.255924 + Penalty 1062.917375 = -77468.338549
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (46615.270000 sec): 3 clusters
  Score: Raw -78382.145122 + Penalty 2125.834750 = -76256.310373
  nChanged 192
		SP:Iteration 1F (46615.440000 sec): 3 clusters
  Score: Raw -78644.182091 + Penalty 2125.834750 = -76518.347341
  nChanged 63
		SP:Iteration 2F (46615.680000 sec): 3 clusters
  Score: Raw -78756.001349 + Penalty 2125.834750 = -76630.166599
  nChanged 29
		SP:Iteration 3Q (46615.830000 sec): 3 clusters
  Score: Raw -78826.503741 + Penalty 2125.834750 = -76700.668991
  nChanged 25
		SP:Iteration 4Q (46615.980000 sec): 3 clusters
  Score: Raw -78882.928793 + Penalty 2125.834750 = -76757.094043
  nChanged 21
		SP:Iteration 5Q (46616.100000 sec): 3 clusters
  Score: Raw -78922.320750 + Penalty 2125.834750 = -76796.486000
  nChanged 15
		SP:Iteration 6Q (46616.230000 sec): 3 clusters
  Score: Raw -78945.630804 + Penalty 2125.834750 = -76819.796054
  nChanged 7
		SP:Iteration 7Q (46616.410000 sec): 3 clusters
  Score: Raw -78951.497443 + Penalty 2125.834750 = -76825.662693
  nChanged 3
		SP:Iteration 8Q (46616.570000 sec): 3 clusters
  Score: Raw -78953.015164 + Penalty 2125.834750 = -76827.180414
  nChanged 0
		SP:Iteration 9F (46616.680000 sec): 3 clusters
  Score: Raw -78953.015164 + Penalty 2125.834750 = -76827.180414
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 17 (318 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (46616.760000 sec): 2 clusters
  Score: Raw -22369.364508 + Penalty 936.333350 = -21433.031159
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (46616.920000 sec): 3 clusters
  Score: Raw -22445.876069 + Penalty 1872.666699 = -20573.209369
  nChanged 85
		SP:Iteration 1F (46617.060000 sec): 3 clusters
  Score: Raw -22758.511521 + Penalty 1872.666699 = -20885.844821
  nChanged 31
		SP:Iteration 2F (46617.240000 sec): 3 clusters
  Score: Raw -22986.238509 + Penalty 1872.666699 = -21113.571810
  nChanged 18
		SP:Iteration 3F (46617.390000 sec): 3 clusters
  Score: Raw -23050.940854 + Penalty 1872.666699 = -21178.274154
  nChanged 6
		SP:Iteration 4Q (46617.550000 sec): 3 clusters
  Score: Raw -23064.446758 + Penalty 1872.666699 = -21191.780058
  nChanged 4
		SP:Iteration 5Q (46617.700000 sec): 3 clusters
  Score: Raw -23101.209145 + Penalty 1872.666699 = -21228.542445
  nChanged 4
		SP:Iteration 6Q (46617.820000 sec): 3 clusters
  Score: Raw -23115.733884 + Penalty 1872.666699 = -21243.067184
  nChanged 6
		SP:Iteration 7Q (46617.980000 sec): 3 clusters
  Score: Raw -23138.114190 + Penalty 1872.666699 = -21265.447490
  nChanged 3
		SP:Iteration 8Q (46618.160000 sec): 3 clusters
  Score: Raw -23149.878906 + Penalty 1872.666699 = -21277.212207
  nChanged 2
		SP:Iteration 9Q (46618.350000 sec): 3 clusters
  Score: Raw -23153.688170 + Penalty 1872.666699 = -21281.021470
  nChanged 1
		SP:Iteration 10Q (46618.430000 sec): 3 clusters
  Score: Raw -23155.905257 + Penalty 1872.666699 = -21283.238558
  nChanged 1
		SP:Iteration 11Q (46618.550000 sec): 3 clusters
  Score: Raw -23158.729438 + Penalty 1872.666699 = -21286.062738
  nChanged 1
		SP:Iteration 12Q (46618.690000 sec): 3 clusters
  Score: Raw -23160.714613 + Penalty 1872.666699 = -21288.047914
  nChanged 0
		SP:Iteration 13F (46618.850000 sec): 3 clusters
  Score: Raw -23160.714613 + Penalty 1872.666699 = -21288.047914
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 18 (2892 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (46618.950000 sec): 2 clusters
  Score: Raw -351723.073365 + Penalty 1295.076832 = -350427.996533
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (46619.090000 sec): 3 clusters
  Score: Raw -350358.102204 + Penalty 2590.153665 = -347767.948539
  nChanged 1098
		SP:Iteration 1F (46619.320000 sec): 3 clusters
  Score: Raw -351016.113429 + Penalty 2590.153665 = -348425.959765
  nChanged 218
		SP:Iteration 2F (46619.400000 sec): 3 clusters
  Score: Raw -351129.929752 + Penalty 2590.153665 = -348539.776088
  nChanged 113
		SP:Iteration 3Q (46619.550000 sec): 3 clusters
  Score: Raw -351184.441308 + Penalty 2590.153665 = -348594.287643
  nChanged 82
		SP:Iteration 4Q (46619.670000 sec): 3 clusters
  Score: Raw -351226.064200 + Penalty 2590.153665 = -348635.910535
  nChanged 65
		SP:Iteration 5Q (46619.810000 sec): 3 clusters
  Score: Raw -351260.904957 + Penalty 2590.153665 = -348670.751292
  nChanged 66
		SP:Iteration 6Q (46619.950000 sec): 3 clusters
  Score: Raw -351292.824628 + Penalty 2590.153665 = -348702.670963
  nChanged 52
		SP:Iteration 7Q (46620.090000 sec): 3 clusters
  Score: Raw -351318.778737 + Penalty 2590.153665 = -348728.625073
  nChanged 49
		SP:Iteration 8Q (46620.170000 sec): 3 clusters
  Score: Raw -351341.346489 + Penalty 2590.153665 = -348751.192824
  nChanged 43
		SP:Iteration 9Q (46620.320000 sec): 3 clusters
  Score: Raw -351359.293118 + Penalty 2590.153665 = -348769.139453
  nChanged 32
		SP:Iteration 10Q (46620.490000 sec): 3 clusters
  Score: Raw -351373.987378 + Penalty 2590.153665 = -348783.833714
  nChanged 39
		SP:Iteration 11Q (46620.650000 sec): 3 clusters
  Score: Raw -351394.061046 + Penalty 2590.153665 = -348803.907381
  nChanged 41
		SP:Iteration 12Q (46620.770000 sec): 3 clusters
  Score: Raw -351415.136914 + Penalty 2590.153665 = -348824.983250
  nChanged 47
		SP:Iteration 13Q (46620.950000 sec): 3 clusters
  Score: Raw -351439.006936 + Penalty 2590.153665 = -348848.853271
  nChanged 43
		SP:Iteration 14Q (46621.120000 sec): 3 clusters
  Score: Raw -351458.175735 + Penalty 2590.153665 = -348868.022071
  nChanged 40
		SP:Iteration 15Q (46621.280000 sec): 3 clusters
  Score: Raw -351478.495021 + Penalty 2590.153665 = -348888.341357
  nChanged 37
		SP:Iteration 16Q (46621.450000 sec): 3 clusters
  Score: Raw -351493.726597 + Penalty 2590.153665 = -348903.572932
  nChanged 33
		SP:Iteration 17Q (46621.630000 sec): 3 clusters
  Score: Raw -351513.776736 + Penalty 2590.153665 = -348923.623071
  nChanged 39
		SP:Iteration 18Q (46621.830000 sec): 3 clusters
  Score: Raw -351531.063138 + Penalty 2590.153665 = -348940.909473
  nChanged 35
		SP:Iteration 19Q (46621.990000 sec): 3 clusters
  Score: Raw -351549.398485 + Penalty 2590.153665 = -348959.244821
  nChanged 33
		SP:Iteration 20F (46622.150000 sec): 3 clusters
  Score: Raw -351568.556872 + Penalty 2590.153665 = -348978.403207
  nChanged 36
		SP:Iteration 21Q (46622.330000 sec): 3 clusters
  Score: Raw -351584.312788 + Penalty 2590.153665 = -348994.159123
  nChanged 34
		SP:Iteration 22Q (46622.490000 sec): 3 clusters
  Score: Raw -351604.131115 + Penalty 2590.153665 = -349013.977451
  nChanged 43
		SP:Iteration 23Q (46622.660000 sec): 3 clusters
  Score: Raw -351626.406766 + Penalty 2590.153665 = -349036.253101
  nChanged 46
		SP:Iteration 24Q (46622.870000 sec): 3 clusters
  Score: Raw -351657.256606 + Penalty 2590.153665 = -349067.102942
  nChanged 37
		SP:Iteration 25Q (46623.010000 sec): 3 clusters
  Score: Raw -351687.138702 + Penalty 2590.153665 = -349096.985038
  nChanged 44
		SP:Iteration 26Q (46623.140000 sec): 3 clusters
  Score: Raw -351720.168555 + Penalty 2590.153665 = -349130.014890
  nChanged 42
		SP:Iteration 27Q (46623.290000 sec): 3 clusters
  Score: Raw -351754.576664 + Penalty 2590.153665 = -349164.423000
  nChanged 42
		SP:Iteration 28Q (46623.420000 sec): 3 clusters
  Score: Raw -351788.542420 + Penalty 2590.153665 = -349198.388756
  nChanged 43
		SP:Iteration 29Q (46623.570000 sec): 3 clusters
  Score: Raw -351819.042167 + Penalty 2590.153665 = -349228.888502
  nChanged 26
		SP:Iteration 30Q (46623.710000 sec): 3 clusters
  Score: Raw -351837.612140 + Penalty 2590.153665 = -349247.458476
  nChanged 18
		SP:Iteration 31Q (46623.880000 sec): 3 clusters
  Score: Raw -351850.866850 + Penalty 2590.153665 = -349260.713186
  nChanged 15
		SP:Iteration 32Q (46624.050000 sec): 3 clusters
  Score: Raw -351862.267449 + Penalty 2590.153665 = -349272.113785
  nChanged 18
		SP:Iteration 33Q (46624.200000 sec): 3 clusters
  Score: Raw -351875.631708 + Penalty 2590.153665 = -349285.478044
  nChanged 11
		SP:Iteration 34Q (46624.370000 sec): 3 clusters
  Score: Raw -351885.051815 + Penalty 2590.153665 = -349294.898150
  nChanged 10
		SP:Iteration 35Q (46624.480000 sec): 3 clusters
  Score: Raw -351892.115586 + Penalty 2590.153665 = -349301.961922
  nChanged 9
		SP:Iteration 36Q (46624.660000 sec): 3 clusters
  Score: Raw -351900.413493 + Penalty 2590.153665 = -349310.259828
  nChanged 12
		SP:Iteration 37Q (46624.760000 sec): 3 clusters
  Score: Raw -351913.482447 + Penalty 2590.153665 = -349323.328782
  nChanged 11
		SP:Iteration 38Q (46624.860000 sec): 3 clusters
  Score: Raw -351924.592221 + Penalty 2590.153665 = -349334.438556
  nChanged 10
		SP:Iteration 39Q (46624.980000 sec): 3 clusters
  Score: Raw -351930.928046 + Penalty 2590.153665 = -349340.774381
  nChanged 3
		SP:Iteration 40F (46625.140000 sec): 3 clusters
  Score: Raw -351933.839977 + Penalty 2590.153665 = -349343.686313
  nChanged 2
		SP:Iteration 41Q (46625.320000 sec): 3 clusters
  Score: Raw -351935.892059 + Penalty 2590.153665 = -349345.738395
  nChanged 3
		SP:Iteration 42Q (46625.460000 sec): 3 clusters
  Score: Raw -351938.105841 + Penalty 2590.153665 = -349347.952177
  nChanged 2
		SP:Iteration 43Q (46625.630000 sec): 3 clusters
  Score: Raw -351939.179477 + Penalty 2590.153665 = -349349.025812
  nChanged 1
		SP:Iteration 44Q (46625.780000 sec): 3 clusters
  Score: Raw -351940.745625 + Penalty 2590.153665 = -349350.591961
  nChanged 2
		SP:Iteration 45Q (46625.910000 sec): 3 clusters
  Score: Raw -351941.637820 + Penalty 2590.153665 = -349351.484155
  nChanged 0
		SP:Iteration 46F (46626.030000 sec): 3 clusters
  Score: Raw -351941.637820 + Penalty 2590.153665 = -349351.484155
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 19 (1949 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (46626.140000 sec): 2 clusters
  Score: Raw -240677.027839 + Penalty 1230.949151 = -239446.078688
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (46626.320000 sec): 3 clusters
  Score: Raw -239832.736620 + Penalty 2461.898302 = -237370.838318
  nChanged 655
		SP:Iteration 1F (46626.490000 sec): 3 clusters
  Score: Raw -240226.444819 + Penalty 2461.898302 = -237764.546517
  nChanged 132
		SP:Iteration 2F (46626.620000 sec): 3 clusters
  Score: Raw -240319.124740 + Penalty 2461.898302 = -237857.226437
  nChanged 83
		SP:Iteration 3Q (46626.820000 sec): 3 clusters
  Score: Raw -240375.408677 + Penalty 2461.898302 = -237913.510374
  nChanged 67
		SP:Iteration 4Q (46627.010000 sec): 3 clusters
  Score: Raw -240420.019558 + Penalty 2461.898302 = -237958.121256
  nChanged 48
		SP:Iteration 5Q (46627.180000 sec): 3 clusters
  Score: Raw -240452.502909 + Penalty 2461.898302 = -237990.604607
  nChanged 43
		SP:Iteration 6Q (46627.350000 sec): 3 clusters
  Score: Raw -240476.770155 + Penalty 2461.898302 = -238014.871852
  nChanged 23
		SP:Iteration 7Q (46627.490000 sec): 3 clusters
  Score: Raw -240489.116229 + Penalty 2461.898302 = -238027.217927
  nChanged 18
		SP:Iteration 8Q (46627.630000 sec): 3 clusters
  Score: Raw -240497.784121 + Penalty 2461.898302 = -238035.885818
  nChanged 16
		SP:Iteration 9Q (46627.770000 sec): 3 clusters
  Score: Raw -240504.884985 + Penalty 2461.898302 = -238042.986683
  nChanged 14
		SP:Iteration 10Q (46627.960000 sec): 3 clusters
  Score: Raw -240511.492731 + Penalty 2461.898302 = -238049.594428
  nChanged 9
		SP:Iteration 11Q (46628.050000 sec): 3 clusters
  Score: Raw -240516.341121 + Penalty 2461.898302 = -238054.442819
  nChanged 8
		SP:Iteration 12Q (46628.190000 sec): 3 clusters
  Score: Raw -240520.454374 + Penalty 2461.898302 = -238058.556072
  nChanged 10
		SP:Iteration 13Q (46628.310000 sec): 3 clusters
  Score: Raw -240526.428231 + Penalty 2461.898302 = -238064.529929
  nChanged 12
		SP:Iteration 14Q (46628.430000 sec): 3 clusters
  Score: Raw -240532.413663 + Penalty 2461.898302 = -238070.515361
  nChanged 9
		SP:Iteration 15Q (46628.560000 sec): 3 clusters
  Score: Raw -240537.599844 + Penalty 2461.898302 = -238075.701542
  nChanged 12
		SP:Iteration 16Q (46628.700000 sec): 3 clusters
  Score: Raw -240544.283813 + Penalty 2461.898302 = -238082.385510
  nChanged 11
		SP:Iteration 17Q (46628.860000 sec): 3 clusters
  Score: Raw -240549.860072 + Penalty 2461.898302 = -238087.961770
  nChanged 11
		SP:Iteration 18Q (46628.990000 sec): 3 clusters
  Score: Raw -240554.895114 + Penalty 2461.898302 = -238092.996812
  nChanged 9
		SP:Iteration 19Q (46629.120000 sec): 3 clusters
  Score: Raw -240559.595507 + Penalty 2461.898302 = -238097.697204
  nChanged 7
		SP:Iteration 20F (46629.210000 sec): 3 clusters
  Score: Raw -240562.159003 + Penalty 2461.898302 = -238100.260700
  nChanged 6
		SP:Iteration 21Q (46629.410000 sec): 3 clusters
  Score: Raw -240564.173423 + Penalty 2461.898302 = -238102.275121
  nChanged 1
		SP:Iteration 22Q (46629.570000 sec): 3 clusters
  Score: Raw -240564.552588 + Penalty 2461.898302 = -238102.654286
  nChanged 0
		SP:Iteration 23F (46629.740000 sec): 3 clusters
  Score: Raw -240564.552588 + Penalty 2461.898302 = -238102.654286
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 20 (186304 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (46630.590000 sec): 2 clusters
  Score: Raw -22426885.611691 + Penalty 1971.959442 = -22424913.652249
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (46631.850000 sec): 3 clusters
  Score: Raw -22303212.295993 + Penalty 3943.918884 = -22299268.377110
  nChanged 90497
		SP:Iteration 1F (46633.150000 sec): 3 clusters
  Score: Raw -22356675.564172 + Penalty 3943.918884 = -22352731.645288
  nChanged 4909
		SP:Iteration 2Q (46634.520000 sec): 3 clusters
  Score: Raw -22357655.463474 + Penalty 3943.918884 = -22353711.544590
  nChanged 5455
		SP:Iteration 3Q (46636.010000 sec): 3 clusters
  Score: Raw -22358908.684135 + Penalty 3943.918884 = -22354964.765252
  nChanged 5929
		SP:Iteration 4Q (46637.610000 sec): 3 clusters
  Score: Raw -22360408.121304 + Penalty 3943.918884 = -22356464.202420
  nChanged 6614
		SP:Iteration 5Q (46639.080000 sec): 3 clusters
  Score: Raw -22362307.532574 + Penalty 3943.918884 = -22358363.613690
  nChanged 7251
		SP:Iteration 6Q (46640.570000 sec): 3 clusters
  Score: Raw -22364582.522144 + Penalty 3943.918884 = -22360638.603260
  nChanged 7661
		SP:Iteration 7Q (46642.060000 sec): 3 clusters
  Score: Raw -22367127.078342 + Penalty 3943.918884 = -22363183.159458
  nChanged 7767
		SP:Iteration 8Q (46643.510000 sec): 3 clusters
  Score: Raw -22369727.401778 + Penalty 3943.918884 = -22365783.482894
  nChanged 7624
		SP:Iteration 9Q (46645.060000 sec): 3 clusters
  Score: Raw -22372313.831984 + Penalty 3943.918884 = -22368369.913101
  nChanged 7368
		SP:Iteration 10Q (46646.600000 sec): 3 clusters
  Score: Raw -22374906.486005 + Penalty 3943.918884 = -22370962.567121
  nChanged 7177
		SP:Iteration 11Q (46647.980000 sec): 3 clusters
  Score: Raw -22377603.003557 + Penalty 3943.918884 = -22373659.084673
  nChanged 6962
		SP:Iteration 12Q (46649.320000 sec): 3 clusters
  Score: Raw -22380586.349841 + Penalty 3943.918884 = -22376642.430957
  nChanged 7199
		SP:Iteration 13Q (46650.890000 sec): 3 clusters
  Score: Raw -22384292.386895 + Penalty 3943.918884 = -22380348.468011
  nChanged 7541
		SP:Iteration 14Q (46652.310000 sec): 3 clusters
  Score: Raw -22388677.988158 + Penalty 3943.918884 = -22384734.069275
  nChanged 7335
		SP:Iteration 15Q (46653.980000 sec): 3 clusters
  Score: Raw -22392632.836462 + Penalty 3943.918884 = -22388688.917578
  nChanged 6249
		SP:Iteration 16Q (46655.660000 sec): 3 clusters
  Score: Raw -22394966.471375 + Penalty 3943.918884 = -22391022.552491
  nChanged 4075
		SP:Iteration 17Q (46657.070000 sec): 3 clusters
  Score: Raw -22395892.946125 + Penalty 3943.918884 = -22391949.027241
  nChanged 2328
		SP:Iteration 18Q (46658.420000 sec): 3 clusters
  Score: Raw -22396285.533061 + Penalty 3943.918884 = -22392341.614177
  nChanged 1700
		SP:Iteration 19Q (46660.100000 sec): 3 clusters
  Score: Raw -22396570.209904 + Penalty 3943.918884 = -22392626.291020
  nChanged 1673
		SP:Iteration 20F (46661.210000 sec): 3 clusters
  Score: Raw -22396843.700250 + Penalty 3943.918884 = -22392899.781366
  nChanged 1850
		SP:Iteration 21Q (46662.760000 sec): 3 clusters
  Score: Raw -22397159.349397 + Penalty 3943.918884 = -22393215.430513
  nChanged 2013
		SP:Iteration 22Q (46664.160000 sec): 3 clusters
  Score: Raw -22397522.410526 + Penalty 3943.918884 = -22393578.491642
  nChanged 2098
		SP:Iteration 23Q (46665.560000 sec): 3 clusters
  Score: Raw -22397906.989825 + Penalty 3943.918884 = -22393963.070941
  nChanged 2231
		SP:Iteration 24Q (46667.180000 sec): 3 clusters
  Score: Raw -22398340.085826 + Penalty 3943.918884 = -22394396.166942
  nChanged 2387
		SP:Iteration 25Q (46668.360000 sec): 3 clusters
  Score: Raw -22398835.555114 + Penalty 3943.918884 = -22394891.636230
  nChanged 2566
		SP:Iteration 26Q (46669.940000 sec): 3 clusters
  Score: Raw -22399399.327945 + Penalty 3943.918884 = -22395455.409061
  nChanged 2755
		SP:Iteration 27Q (46671.180000 sec): 3 clusters
  Score: Raw -22400052.972921 + Penalty 3943.918884 = -22396109.054037
  nChanged 2932
		SP:Iteration 28Q (46672.720000 sec): 3 clusters
  Score: Raw -22400811.684195 + Penalty 3943.918884 = -22396867.765311
  nChanged 3094
		SP:Iteration 29Q (46674.160000 sec): 3 clusters
  Score: Raw -22401674.173407 + Penalty 3943.918884 = -22397730.254523
  nChanged 3272
		SP:Iteration 30Q (46675.540000 sec): 3 clusters
  Score: Raw -22402677.828283 + Penalty 3943.918884 = -22398733.909399
  nChanged 3436
		SP:Iteration 31Q (46677.120000 sec): 3 clusters
  Score: Raw -22403824.781098 + Penalty 3943.918884 = -22399880.862215
  nChanged 3622
		SP:Iteration 32Q (46678.180000 sec): 3 clusters
  Score: Raw -22405146.009721 + Penalty 3943.918884 = -22401202.090838
  nChanged 3806
		SP:Iteration 33Q (46679.560000 sec): 3 clusters
  Score: Raw -22406679.000109 + Penalty 3943.918884 = -22402735.081225
  nChanged 3910
		SP:Iteration 34Q (46680.740000 sec): 3 clusters
  Score: Raw -22408415.320122 + Penalty 3943.918884 = -22404471.401238
  nChanged 3992
		SP:Iteration 35Q (46682.190000 sec): 3 clusters
  Score: Raw -22410350.600974 + Penalty 3943.918884 = -22406406.682090
  nChanged 3946
		SP:Iteration 36Q (46683.470000 sec): 3 clusters
  Score: Raw -22412408.105940 + Penalty 3943.918884 = -22408464.187056
  nChanged 3739
		SP:Iteration 37Q (46684.640000 sec): 3 clusters
  Score: Raw -22414524.510886 + Penalty 3943.918884 = -22410580.592002
  nChanged 3495
		SP:Iteration 38Q (46685.990000 sec): 3 clusters
  Score: Raw -22416659.388544 + Penalty 3943.918884 = -22412715.469660
  nChanged 3158
		SP:Iteration 39Q (46687.180000 sec): 3 clusters
  Score: Raw -22418716.141406 + Penalty 3943.918884 = -22414772.222523
  nChanged 2666
		SP:Iteration 40F (46688.710000 sec): 3 clusters
  Score: Raw -22420619.124410 + Penalty 3943.918884 = -22416675.205526
  nChanged 2312
		SP:Iteration 41Q (46690.130000 sec): 3 clusters
  Score: Raw -22422283.583347 + Penalty 3943.918884 = -22418339.664463
  nChanged 1790
		SP:Iteration 42Q (46691.170000 sec): 3 clusters
  Score: Raw -22423542.263452 + Penalty 3943.918884 = -22419598.344568
  nChanged 1322
		SP:Iteration 43Q (46692.510000 sec): 3 clusters
  Score: Raw -22424426.615177 + Penalty 3943.918884 = -22420482.696293
  nChanged 1030
		SP:Iteration 44Q (46693.730000 sec): 3 clusters
  Score: Raw -22425056.143277 + Penalty 3943.918884 = -22421112.224393
  nChanged 798
		SP:Iteration 45Q (46695.070000 sec): 3 clusters
  Score: Raw -22425545.574947 + Penalty 3943.918884 = -22421601.656063
  nChanged 674
		SP:Iteration 46Q (46696.440000 sec): 3 clusters
  Score: Raw -22425938.535667 + Penalty 3943.918884 = -22421994.616783
  nChanged 558
		SP:Iteration 47Q (46697.520000 sec): 3 clusters
  Score: Raw -22426240.186528 + Penalty 3943.918884 = -22422296.267644
  nChanged 443
		SP:Iteration 48Q (46698.900000 sec): 3 clusters
  Score: Raw -22426465.311473 + Penalty 3943.918884 = -22422521.392589
  nChanged 356
		SP:Iteration 49Q (46699.910000 sec): 3 clusters
  Score: Raw -22426647.225328 + Penalty 3943.918884 = -22422703.306445
  nChanged 326
		SP:Iteration 50Q (46701.240000 sec): 3 clusters
  Score: Raw -22426820.985522 + Penalty 3943.918884 = -22422877.066638
  nChanged 287
		SP:Iteration 51Q (46702.560000 sec): 3 clusters
  Score: Raw -22426970.012508 + Penalty 3943.918884 = -22423026.093624
  nChanged 228
		SP:Iteration 52Q (46703.850000 sec): 3 clusters
  Score: Raw -22427075.808799 + Penalty 3943.918884 = -22423131.889915
  nChanged 170
		SP:Iteration 53Q (46705.220000 sec): 3 clusters
  Score: Raw -22427154.068199 + Penalty 3943.918884 = -22423210.149315
  nChanged 133
		SP:Iteration 54Q (46706.210000 sec): 3 clusters
  Score: Raw -22427207.254448 + Penalty 3943.918884 = -22423263.335564
  nChanged 107
		SP:Iteration 55Q (46707.340000 sec): 3 clusters
  Score: Raw -22427248.131987 + Penalty 3943.918884 = -22423304.213103
  nChanged 72
		SP:Iteration 56Q (46708.510000 sec): 3 clusters
  Score: Raw -22427271.326506 + Penalty 3943.918884 = -22423327.407622
  nChanged 61
		SP:Iteration 57Q (46709.670000 sec): 3 clusters
  Score: Raw -22427290.948688 + Penalty 3943.918884 = -22423347.029804
  nChanged 51
		SP:Iteration 58Q (46710.950000 sec): 3 clusters
  Score: Raw -22427304.944934 + Penalty 3943.918884 = -22423361.026050
  nChanged 37
		SP:Iteration 59Q (46711.960000 sec): 3 clusters
  Score: Raw -22427316.475313 + Penalty 3943.918884 = -22423372.556429
  nChanged 42
		SP:Iteration 60F (46713.400000 sec): 3 clusters
  Score: Raw -22427331.905295 + Penalty 3943.918884 = -22423387.986411
  nChanged 46
		SP:Iteration 61Q (46714.650000 sec): 3 clusters
  Score: Raw -22427347.979844 + Penalty 3943.918884 = -22423404.060960
  nChanged 32
		SP:Iteration 62Q (46716.020000 sec): 3 clusters
  Score: Raw -22427357.502733 + Penalty 3943.918884 = -22423413.583849
  nChanged 22
		SP:Iteration 63Q (46717.410000 sec): 3 clusters
  Score: Raw -22427365.488406 + Penalty 3943.918884 = -22423421.569523
  nChanged 26
		SP:Iteration 64Q (46718.450000 sec): 3 clusters
  Score: Raw -22427374.305794 + Penalty 3943.918884 = -22423430.386910
  nChanged 12
		SP:Iteration 65Q (46719.820000 sec): 3 clusters
  Score: Raw -22427377.736828 + Penalty 3943.918884 = -22423433.817944
  nChanged 12
		SP:Iteration 66Q (46720.920000 sec): 3 clusters
  Score: Raw -22427380.210477 + Penalty 3943.918884 = -22423436.291593
  nChanged 5
		SP:Iteration 67Q (46722.310000 sec): 3 clusters
  Score: Raw -22427381.495208 + Penalty 3943.918884 = -22423437.576324
  nChanged 7
		SP:Iteration 68Q (46723.660000 sec): 3 clusters
  Score: Raw -22427382.693674 + Penalty 3943.918884 = -22423438.774790
  nChanged 4
		SP:Iteration 69Q (46724.720000 sec): 3 clusters
  Score: Raw -22427383.358657 + Penalty 3943.918884 = -22423439.439773
  nChanged 2
		SP:Iteration 70Q (46726.010000 sec): 3 clusters
  Score: Raw -22427383.599748 + Penalty 3943.918884 = -22423439.680864
  nChanged 3
		SP:Iteration 71Q (46726.890000 sec): 3 clusters
  Score: Raw -22427383.995399 + Penalty 3943.918884 = -22423440.076515
  nChanged 3
		SP:Iteration 72Q (46728.240000 sec): 3 clusters
  Score: Raw -22427384.357693 + Penalty 3943.918884 = -22423440.438809
  nChanged 2
		SP:Iteration 73Q (46729.510000 sec): 3 clusters
  Score: Raw -22427384.634371 + Penalty 3943.918884 = -22423440.715487
  nChanged 2
		SP:Iteration 74Q (46730.720000 sec): 3 clusters
  Score: Raw -22427384.973394 + Penalty 3943.918884 = -22423441.054510
  nChanged 2
		SP:Iteration 75Q (46732.120000 sec): 3 clusters
  Score: Raw -22427385.412612 + Penalty 3943.918884 = -22423441.493728
  nChanged 3
		SP:Iteration 76Q (46733.180000 sec): 3 clusters
  Score: Raw -22427386.199549 + Penalty 3943.918884 = -22423442.280665
  nChanged 3
		SP:Iteration 77Q (46734.540000 sec): 3 clusters
  Score: Raw -22427386.388846 + Penalty 3943.918884 = -22423442.469962
  nChanged 1
		SP:Iteration 78Q (46735.950000 sec): 3 clusters
  Score: Raw -22427386.434765 + Penalty 3943.918884 = -22423442.515881
  nChanged 2
		SP:Iteration 79Q (46737.170000 sec): 3 clusters
  Score: Raw -22427386.729574 + Penalty 3943.918884 = -22423442.810691
  nChanged 2
		SP:Iteration 80F (46738.560000 sec): 3 clusters
  Score: Raw -22427387.337181 + Penalty 3943.918884 = -22423443.418297
  nChanged 5
		SP:Iteration 81Q (46739.680000 sec): 3 clusters
  Score: Raw -22427388.747653 + Penalty 3943.918884 = -22423444.828770
  nChanged 2
		SP:Iteration 82Q (46741.100000 sec): 3 clusters
  Score: Raw -22427389.236635 + Penalty 3943.918884 = -22423445.317751
  nChanged 3
		SP:Iteration 83Q (46742.280000 sec): 3 clusters
  Score: Raw -22427389.847143 + Penalty 3943.918884 = -22423445.928259
  nChanged 4
		SP:Iteration 84Q (46743.690000 sec): 3 clusters
  Score: Raw -22427390.610676 + Penalty 3943.918884 = -22423446.691792
  nChanged 4
		SP:Iteration 85Q (46745.090000 sec): 3 clusters
  Score: Raw -22427391.784365 + Penalty 3943.918884 = -22423447.865481
  nChanged 4
		SP:Iteration 86Q (46746.230000 sec): 3 clusters
  Score: Raw -22427392.252816 + Penalty 3943.918884 = -22423448.333932
  nChanged 1
		SP:Iteration 87Q (46747.700000 sec): 3 clusters
  Score: Raw -22427392.509922 + Penalty 3943.918884 = -22423448.591038
  nChanged 2
		SP:Iteration 88Q (46748.830000 sec): 3 clusters
  Score: Raw -22427392.908565 + Penalty 3943.918884 = -22423448.989681
  nChanged 1
		SP:Iteration 89Q (46750.200000 sec): 3 clusters
  Score: Raw -22427393.121538 + Penalty 3943.918884 = -22423449.202654
  nChanged 0
		SP:Iteration 90F (46751.630000 sec): 3 clusters
  Score: Raw -22427393.121538 + Penalty 3943.918884 = -22423449.202654
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 21 (143 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (46751.720000 sec): 2 clusters
  Score: Raw -11933.834015 + Penalty 806.462252 = -11127.371762
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (46751.880000 sec): 3 clusters
  Score: Raw -12127.537229 + Penalty 1612.924505 = -10514.612725
  nChanged 23
		SP:Iteration 1F (46752.040000 sec): 3 clusters
  Score: Raw -12229.235590 + Penalty 1612.924505 = -10616.311085
  nChanged 2
		SP:Iteration 2Q (46752.200000 sec): 3 clusters
  Score: Raw -12238.695214 + Penalty 1612.924505 = -10625.770709
  nChanged 2
		SP:Iteration 3Q (46752.360000 sec): 3 clusters
  Score: Raw -12248.671775 + Penalty 1612.924505 = -10635.747270
  nChanged 1
		SP:Iteration 4Q (46752.520000 sec): 3 clusters
  Score: Raw -12259.048916 + Penalty 1612.924505 = -10646.124411
  nChanged 1
		SP:Iteration 5Q (46752.710000 sec): 3 clusters
  Score: Raw -12261.912479 + Penalty 1612.924505 = -10648.987975
  nChanged 1
		SP:Iteration 6Q (46752.850000 sec): 3 clusters
  Score: Raw -12264.762237 + Penalty 1612.924505 = -10651.837732
  nChanged 1
		SP:Iteration 7Q (46753.010000 sec): 3 clusters
  Score: Raw -12266.414865 + Penalty 1612.924505 = -10653.490360
  nChanged 0
		SP:Iteration 8F (46753.150000 sec): 3 clusters
  Score: Raw -12266.414865 + Penalty 1612.924505 = -10653.490360
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 22 (16997 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (46753.310000 sec): 2 clusters
  Score: Raw -1991534.263463 + Penalty 1582.878722 = -1989951.384741
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (46753.650000 sec): 3 clusters
  Score: Raw -1981413.217421 + Penalty 3165.757444 = -1978247.459976
  nChanged 7584
		SP:Iteration 1F (46753.970000 sec): 3 clusters
  Score: Raw -1985796.560577 + Penalty 3165.757444 = -1982630.803133
  nChanged 1099
		SP:Iteration 2F (46754.250000 sec): 3 clusters
  Score: Raw -1986515.266006 + Penalty 3165.757444 = -1983349.508562
  nChanged 1131
		SP:Iteration 3F (46754.520000 sec): 3 clusters
  Score: Raw -1987177.578962 + Penalty 3165.757444 = -1984011.821518
  nChanged 1070
		SP:Iteration 4F (46754.800000 sec): 3 clusters
  Score: Raw -1987749.703574 + Penalty 3165.757444 = -1984583.946129
  nChanged 937
		SP:Iteration 5F (46755.080000 sec): 3 clusters
  Score: Raw -1988270.626148 + Penalty 3165.757444 = -1985104.868703
  nChanged 912
		SP:Iteration 6F (46755.350000 sec): 3 clusters
  Score: Raw -1988804.740035 + Penalty 3165.757444 = -1985638.982590
  nChanged 891
		SP:Iteration 7F (46755.650000 sec): 3 clusters
  Score: Raw -1989362.266157 + Penalty 3165.757444 = -1986196.508713
  nChanged 817
		SP:Iteration 8Q (46755.880000 sec): 3 clusters
  Score: Raw -1989927.903241 + Penalty 3165.757444 = -1986762.145797
  nChanged 738
		SP:Iteration 9Q (46756.130000 sec): 3 clusters
  Score: Raw -1990447.751567 + Penalty 3165.757444 = -1987281.994122
  nChanged 653
		SP:Iteration 10Q (46756.400000 sec): 3 clusters
  Score: Raw -1990863.009987 + Penalty 3165.757444 = -1987697.252542
  nChanged 529
		SP:Iteration 11Q (46756.680000 sec): 3 clusters
  Score: Raw -1991208.184123 + Penalty 3165.757444 = -1988042.426678
  nChanged 477
		SP:Iteration 12Q (46756.950000 sec): 3 clusters
  Score: Raw -1991500.901122 + Penalty 3165.757444 = -1988335.143677
  nChanged 389
		SP:Iteration 13Q (46757.260000 sec): 3 clusters
  Score: Raw -1991737.678361 + Penalty 3165.757444 = -1988571.920917
  nChanged 348
		SP:Iteration 14Q (46757.540000 sec): 3 clusters
  Score: Raw -1991958.389596 + Penalty 3165.757444 = -1988792.632151
  nChanged 264
		SP:Iteration 15Q (46757.820000 sec): 3 clusters
  Score: Raw -1992121.132140 + Penalty 3165.757444 = -1988955.374696
  nChanged 215
		SP:Iteration 16Q (46758.100000 sec): 3 clusters
  Score: Raw -1992246.773438 + Penalty 3165.757444 = -1989081.015993
  nChanged 144
		SP:Iteration 17Q (46758.380000 sec): 3 clusters
  Score: Raw -1992328.803429 + Penalty 3165.757444 = -1989163.045985
  nChanged 118
		SP:Iteration 18Q (46758.650000 sec): 3 clusters
  Score: Raw -1992391.701186 + Penalty 3165.757444 = -1989225.943741
  nChanged 82
		SP:Iteration 19Q (46758.930000 sec): 3 clusters
  Score: Raw -1992433.037327 + Penalty 3165.757444 = -1989267.279883
  nChanged 65
		SP:Iteration 20F (46759.190000 sec): 3 clusters
  Score: Raw -1992471.720480 + Penalty 3165.757444 = -1989305.963036
  nChanged 57
		SP:Iteration 21Q (46759.480000 sec): 3 clusters
  Score: Raw -1992503.208851 + Penalty 3165.757444 = -1989337.451407
  nChanged 48
		SP:Iteration 22Q (46759.760000 sec): 3 clusters
  Score: Raw -1992531.179181 + Penalty 3165.757444 = -1989365.421736
  nChanged 45
		SP:Iteration 23Q (46760.040000 sec): 3 clusters
  Score: Raw -1992552.739984 + Penalty 3165.757444 = -1989386.982540
  nChanged 38
		SP:Iteration 24Q (46760.290000 sec): 3 clusters
  Score: Raw -1992570.101062 + Penalty 3165.757444 = -1989404.343617
  nChanged 27
		SP:Iteration 25Q (46760.560000 sec): 3 clusters
  Score: Raw -1992582.410836 + Penalty 3165.757444 = -1989416.653392
  nChanged 25
		SP:Iteration 26Q (46760.840000 sec): 3 clusters
  Score: Raw -1992593.186313 + Penalty 3165.757444 = -1989427.428869
  nChanged 21
		SP:Iteration 27Q (46761.130000 sec): 3 clusters
  Score: Raw -1992604.161779 + Penalty 3165.757444 = -1989438.404335
  nChanged 18
		SP:Iteration 28Q (46761.410000 sec): 3 clusters
  Score: Raw -1992613.480435 + Penalty 3165.757444 = -1989447.722990
  nChanged 14
		SP:Iteration 29Q (46761.690000 sec): 3 clusters
  Score: Raw -1992618.681182 + Penalty 3165.757444 = -1989452.923737
  nChanged 13
		SP:Iteration 30Q (46762.040000 sec): 3 clusters
  Score: Raw -1992622.804083 + Penalty 3165.757444 = -1989457.046639
  nChanged 9
		SP:Iteration 31Q (46762.340000 sec): 3 clusters
  Score: Raw -1992624.730383 + Penalty 3165.757444 = -1989458.972939
  nChanged 5
		SP:Iteration 32Q (46762.660000 sec): 3 clusters
  Score: Raw -1992625.750141 + Penalty 3165.757444 = -1989459.992696
  nChanged 2
		SP:Iteration 33Q (46762.890000 sec): 3 clusters
  Score: Raw -1992626.996826 + Penalty 3165.757444 = -1989461.239381
  nChanged 2
		SP:Iteration 34Q (46763.160000 sec): 3 clusters
  Score: Raw -1992627.792891 + Penalty 3165.757444 = -1989462.035447
  nChanged 3
		SP:Iteration 35Q (46763.470000 sec): 3 clusters
  Score: Raw -1992628.161079 + Penalty 3165.757444 = -1989462.403634
  nChanged 1
		SP:Iteration 36Q (46763.750000 sec): 3 clusters
  Score: Raw -1992628.374079 + Penalty 3165.757444 = -1989462.616635
  nChanged 2
		SP:Iteration 37Q (46764.020000 sec): 3 clusters
  Score: Raw -1992628.946767 + Penalty 3165.757444 = -1989463.189323
  nChanged 3
		SP:Iteration 38Q (46764.290000 sec): 3 clusters
  Score: Raw -1992630.507239 + Penalty 3165.757444 = -1989464.749795
  nChanged 8
		SP:Iteration 39Q (46764.570000 sec): 3 clusters
  Score: Raw -1992635.639745 + Penalty 3165.757444 = -1989469.882301
  nChanged 11
		SP:Iteration 40F (46764.830000 sec): 3 clusters
  Score: Raw -1992644.627113 + Penalty 3165.757444 = -1989478.869669
  nChanged 16
		SP:Iteration 41Q (46765.130000 sec): 3 clusters
  Score: Raw -1992656.605854 + Penalty 3165.757444 = -1989490.848410
  nChanged 19
		SP:Iteration 42Q (46765.410000 sec): 3 clusters
  Score: Raw -1992667.125696 + Penalty 3165.757444 = -1989501.368252
  nChanged 19
		SP:Iteration 43Q (46765.680000 sec): 3 clusters
  Score: Raw -1992687.683271 + Penalty 3165.757444 = -1989521.925827
  nChanged 27
		SP:Iteration 44Q (46765.960000 sec): 3 clusters
  Score: Raw -1992734.264720 + Penalty 3165.757444 = -1989568.507276
  nChanged 30
		SP:Iteration 45Q (46766.240000 sec): 3 clusters
  Score: Raw -1992790.183810 + Penalty 3165.757444 = -1989624.426365
  nChanged 31
		SP:Iteration 46Q (46766.470000 sec): 3 clusters
  Score: Raw -1992821.003862 + Penalty 3165.757444 = -1989655.246418
  nChanged 31
		SP:Iteration 47Q (46766.760000 sec): 3 clusters
  Score: Raw -1992847.032144 + Penalty 3165.757444 = -1989681.274699
  nChanged 21
		SP:Iteration 48Q (46767.040000 sec): 3 clusters
  Score: Raw -1992865.099907 + Penalty 3165.757444 = -1989699.342463
  nChanged 21
		SP:Iteration 49Q (46767.310000 sec): 3 clusters
  Score: Raw -1992882.851171 + Penalty 3165.757444 = -1989717.093727
  nChanged 21
		SP:Iteration 50Q (46767.570000 sec): 3 clusters
  Score: Raw -1992909.173921 + Penalty 3165.757444 = -1989743.416477
  nChanged 26
		SP:Iteration 51Q (46767.880000 sec): 3 clusters
  Score: Raw -1992936.854798 + Penalty 3165.757444 = -1989771.097354
  nChanged 19
		SP:Iteration 52Q (46768.140000 sec): 3 clusters
  Score: Raw -1992948.063658 + Penalty 3165.757444 = -1989782.306213
  nChanged 4
		SP:Iteration 53Q (46768.380000 sec): 3 clusters
  Score: Raw -1992949.370881 + Penalty 3165.757444 = -1989783.613437
  nChanged 2
		SP:Iteration 54Q (46768.630000 sec): 3 clusters
  Score: Raw -1992949.889004 + Penalty 3165.757444 = -1989784.131560
  nChanged 2
		SP:Iteration 55Q (46768.870000 sec): 3 clusters
  Score: Raw -1992950.891028 + Penalty 3165.757444 = -1989785.133584
  nChanged 0
		SP:Iteration 56F (46769.190000 sec): 3 clusters
  Score: Raw -1992950.891028 + Penalty 3165.757444 = -1989785.133584
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 23 (3986 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (46769.290000 sec): 2 clusters
  Score: Raw -489376.788793 + Penalty 1347.213319 = -488029.575474
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (46769.470000 sec): 3 clusters
  Score: Raw -487341.106511 + Penalty 2694.426638 = -484646.679873
  nChanged 1619
		SP:Iteration 1F (46769.630000 sec): 3 clusters
  Score: Raw -488386.759759 + Penalty 2694.426638 = -485692.333121
  nChanged 352
		SP:Iteration 2F (46769.790000 sec): 3 clusters
  Score: Raw -488662.952624 + Penalty 2694.426638 = -485968.525986
  nChanged 250
		SP:Iteration 3F (46769.950000 sec): 3 clusters
  Score: Raw -488843.000785 + Penalty 2694.426638 = -486148.574148
  nChanged 205
		SP:Iteration 4F (46770.120000 sec): 3 clusters
  Score: Raw -488996.382330 + Penalty 2694.426638 = -486301.955692
  nChanged 181
		SP:Iteration 5Q (46770.290000 sec): 3 clusters
  Score: Raw -489128.310578 + Penalty 2694.426638 = -486433.883940
  nChanged 163
		SP:Iteration 6Q (46770.460000 sec): 3 clusters
  Score: Raw -489240.063123 + Penalty 2694.426638 = -486545.636486
  nChanged 129
		SP:Iteration 7Q (46770.620000 sec): 3 clusters
  Score: Raw -489324.145045 + Penalty 2694.426638 = -486629.718408
  nChanged 101
		SP:Iteration 8Q (46770.790000 sec): 3 clusters
  Score: Raw -489396.760654 + Penalty 2694.426638 = -486702.334016
  nChanged 82
		SP:Iteration 9Q (46770.950000 sec): 3 clusters
  Score: Raw -489448.332379 + Penalty 2694.426638 = -486753.905741
  nChanged 66
		SP:Iteration 10Q (46771.120000 sec): 3 clusters
  Score: Raw -489481.165043 + Penalty 2694.426638 = -486786.738405
  nChanged 56
		SP:Iteration 11Q (46771.260000 sec): 3 clusters
  Score: Raw -489513.506491 + Penalty 2694.426638 = -486819.079854
  nChanged 44
		SP:Iteration 12Q (46771.470000 sec): 3 clusters
  Score: Raw -489538.393699 + Penalty 2694.426638 = -486843.967061
  nChanged 38
		SP:Iteration 13Q (46771.600000 sec): 3 clusters
  Score: Raw -489557.018131 + Penalty 2694.426638 = -486862.591493
  nChanged 29
		SP:Iteration 14Q (46771.740000 sec): 3 clusters
  Score: Raw -489570.859070 + Penalty 2694.426638 = -486876.432432
  nChanged 27
		SP:Iteration 15Q (46771.910000 sec): 3 clusters
  Score: Raw -489582.738249 + Penalty 2694.426638 = -486888.311611
  nChanged 20
		SP:Iteration 16Q (46772.090000 sec): 3 clusters
  Score: Raw -489590.069369 + Penalty 2694.426638 = -486895.642732
  nChanged 11
		SP:Iteration 17Q (46772.270000 sec): 3 clusters
  Score: Raw -489596.249363 + Penalty 2694.426638 = -486901.822726
  nChanged 9
		SP:Iteration 18Q (46772.410000 sec): 3 clusters
  Score: Raw -489601.179290 + Penalty 2694.426638 = -486906.752652
  nChanged 11
		SP:Iteration 19Q (46772.570000 sec): 3 clusters
  Score: Raw -489605.471582 + Penalty 2694.426638 = -486911.044945
  nChanged 11
		SP:Iteration 20F (46772.730000 sec): 3 clusters
  Score: Raw -489609.383018 + Penalty 2694.426638 = -486914.956380
  nChanged 8
		SP:Iteration 21Q (46772.900000 sec): 3 clusters
  Score: Raw -489612.029133 + Penalty 2694.426638 = -486917.602495
  nChanged 5
		SP:Iteration 22Q (46773.060000 sec): 3 clusters
  Score: Raw -489614.263516 + Penalty 2694.426638 = -486919.836879
  nChanged 7
		SP:Iteration 23Q (46773.230000 sec): 3 clusters
  Score: Raw -489617.514027 + Penalty 2694.426638 = -486923.087389
  nChanged 5
		SP:Iteration 24Q (46773.390000 sec): 3 clusters
  Score: Raw -489620.742734 + Penalty 2694.426638 = -486926.316096
  nChanged 7
		SP:Iteration 25Q (46773.550000 sec): 3 clusters
  Score: Raw -489622.967549 + Penalty 2694.426638 = -486928.540912
  nChanged 4
		SP:Iteration 26Q (46773.710000 sec): 3 clusters
  Score: Raw -489625.136507 + Penalty 2694.426638 = -486930.709870
  nChanged 4
		SP:Iteration 27Q (46773.880000 sec): 3 clusters
  Score: Raw -489626.823173 + Penalty 2694.426638 = -486932.396535
  nChanged 3
		SP:Iteration 28Q (46774.020000 sec): 3 clusters
  Score: Raw -489627.838784 + Penalty 2694.426638 = -486933.412147
  nChanged 6
		SP:Iteration 29Q (46774.210000 sec): 3 clusters
  Score: Raw -489629.596550 + Penalty 2694.426638 = -486935.169912
  nChanged 6
		SP:Iteration 30Q (46774.370000 sec): 3 clusters
  Score: Raw -489631.563449 + Penalty 2694.426638 = -486937.136811
  nChanged 6
		SP:Iteration 31Q (46774.530000 sec): 3 clusters
  Score: Raw -489633.614277 + Penalty 2694.426638 = -486939.187639
  nChanged 3
		SP:Iteration 32Q (46774.690000 sec): 3 clusters
  Score: Raw -489634.544885 + Penalty 2694.426638 = -486940.118247
  nChanged 2
		SP:Iteration 33Q (46774.860000 sec): 3 clusters
  Score: Raw -489635.374862 + Penalty 2694.426638 = -486940.948224
  nChanged 1
		SP:Iteration 34Q (46775.020000 sec): 3 clusters
  Score: Raw -489635.779315 + Penalty 2694.426638 = -486941.352678
  nChanged 1
		SP:Iteration 35Q (46775.190000 sec): 3 clusters
  Score: Raw -489635.907009 + Penalty 2694.426638 = -486941.480371
  nChanged 0
		SP:Iteration 36F (46775.370000 sec): 3 clusters
  Score: Raw -489635.907009 + Penalty 2694.426638 = -486941.480371
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 24 (2529 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (46775.510000 sec): 2 clusters
  Score: Raw -310854.145973 + Penalty 1273.281628 = -309580.864346
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (46775.730000 sec): 3 clusters
  Score: Raw -309689.619063 + Penalty 2546.563255 = -307143.055808
  nChanged 947
		SP:Iteration 1F (46775.890000 sec): 3 clusters
  Score: Raw -310254.273161 + Penalty 2546.563255 = -307707.709906
  nChanged 199
		SP:Iteration 2F (46776.040000 sec): 3 clusters
  Score: Raw -310397.458213 + Penalty 2546.563255 = -307850.894958
  nChanged 127
		SP:Iteration 3F (46776.210000 sec): 3 clusters
  Score: Raw -310486.644686 + Penalty 2546.563255 = -307940.081431
  nChanged 108
		SP:Iteration 4Q (46776.370000 sec): 3 clusters
  Score: Raw -310565.832980 + Penalty 2546.563255 = -308019.269725
  nChanged 85
		SP:Iteration 5Q (46776.530000 sec): 3 clusters
  Score: Raw -310623.889241 + Penalty 2546.563255 = -308077.325986
  nChanged 73
		SP:Iteration 6Q (46776.680000 sec): 3 clusters
  Score: Raw -310672.533315 + Penalty 2546.563255 = -308125.970060
  nChanged 73
		SP:Iteration 7Q (46776.810000 sec): 3 clusters
  Score: Raw -310718.073187 + Penalty 2546.563255 = -308171.509932
  nChanged 68
		SP:Iteration 8Q (46776.960000 sec): 3 clusters
  Score: Raw -310756.580390 + Penalty 2546.563255 = -308210.017135
  nChanged 49
		SP:Iteration 9Q (46777.110000 sec): 3 clusters
  Score: Raw -310787.390041 + Penalty 2546.563255 = -308240.826786
  nChanged 46
		SP:Iteration 10Q (46777.260000 sec): 3 clusters
  Score: Raw -310819.976750 + Penalty 2546.563255 = -308273.413495
  nChanged 48
		SP:Iteration 11Q (46777.400000 sec): 3 clusters
  Score: Raw -310859.893354 + Penalty 2546.563255 = -308313.330099
  nChanged 42
		SP:Iteration 12Q (46777.540000 sec): 3 clusters
  Score: Raw -310900.785359 + Penalty 2546.563255 = -308354.222104
  nChanged 36
		SP:Iteration 13Q (46777.680000 sec): 3 clusters
  Score: Raw -310933.743639 + Penalty 2546.563255 = -308387.180384
  nChanged 33
		SP:Iteration 14Q (46777.800000 sec): 3 clusters
  Score: Raw -310956.978951 + Penalty 2546.563255 = -308410.415696
  nChanged 33
		SP:Iteration 15Q (46777.890000 sec): 3 clusters
  Score: Raw -310980.998747 + Penalty 2546.563255 = -308434.435491
  nChanged 28
		SP:Iteration 16Q (46778.020000 sec): 3 clusters
  Score: Raw -311006.272968 + Penalty 2546.563255 = -308459.709712
  nChanged 28
		SP:Iteration 17Q (46778.110000 sec): 3 clusters
  Score: Raw -311028.109905 + Penalty 2546.563255 = -308481.546650
  nChanged 20
		SP:Iteration 18Q (46778.250000 sec): 3 clusters
  Score: Raw -311043.759541 + Penalty 2546.563255 = -308497.196286
  nChanged 20
		SP:Iteration 19Q (46778.340000 sec): 3 clusters
  Score: Raw -311057.231152 + Penalty 2546.563255 = -308510.667897
  nChanged 19
		SP:Iteration 20F (46778.480000 sec): 3 clusters
  Score: Raw -311069.105643 + Penalty 2546.563255 = -308522.542388
  nChanged 22
		SP:Iteration 21Q (46778.560000 sec): 3 clusters
  Score: Raw -311080.976539 + Penalty 2546.563255 = -308534.413284
  nChanged 11
		SP:Iteration 22Q (46778.660000 sec): 3 clusters
  Score: Raw -311086.034265 + Penalty 2546.563255 = -308539.471010
  nChanged 10
		SP:Iteration 23Q (46778.800000 sec): 3 clusters
  Score: Raw -311093.212472 + Penalty 2546.563255 = -308546.649217
  nChanged 5
		SP:Iteration 24Q (46778.940000 sec): 3 clusters
  Score: Raw -311095.900713 + Penalty 2546.563255 = -308549.337458
  nChanged 9
		SP:Iteration 25Q (46779.100000 sec): 3 clusters
  Score: Raw -311101.778014 + Penalty 2546.563255 = -308555.214759
  nChanged 9
		SP:Iteration 26Q (46779.210000 sec): 3 clusters
  Score: Raw -311108.107534 + Penalty 2546.563255 = -308561.544279
  nChanged 4
		SP:Iteration 27Q (46779.350000 sec): 3 clusters
  Score: Raw -311112.952419 + Penalty 2546.563255 = -308566.389164
  nChanged 4
		SP:Iteration 28Q (46779.450000 sec): 3 clusters
  Score: Raw -311115.719848 + Penalty 2546.563255 = -308569.156593
  nChanged 4
		SP:Iteration 29Q (46779.540000 sec): 3 clusters
  Score: Raw -311117.580932 + Penalty 2546.563255 = -308571.017676
  nChanged 3
		SP:Iteration 30Q (46779.690000 sec): 3 clusters
  Score: Raw -311118.797720 + Penalty 2546.563255 = -308572.234464
  nChanged 1
		SP:Iteration 31Q (46779.830000 sec): 3 clusters
  Score: Raw -311119.267489 + Penalty 2546.563255 = -308572.704234
  nChanged 2
		SP:Iteration 32Q (46779.910000 sec): 3 clusters
  Score: Raw -311120.304069 + Penalty 2546.563255 = -308573.740814
  nChanged 3
		SP:Iteration 33Q (46780.000000 sec): 3 clusters
  Score: Raw -311122.348826 + Penalty 2546.563255 = -308575.785571
  nChanged 3
		SP:Iteration 34Q (46780.190000 sec): 3 clusters
  Score: Raw -311123.748639 + Penalty 2546.563255 = -308577.185384
  nChanged 3
		SP:Iteration 35Q (46780.290000 sec): 3 clusters
  Score: Raw -311125.754592 + Penalty 2546.563255 = -308579.191337
  nChanged 3
		SP:Iteration 36Q (46780.390000 sec): 3 clusters
  Score: Raw -311127.821737 + Penalty 2546.563255 = -308581.258482
  nChanged 3
		SP:Iteration 37Q (46780.510000 sec): 3 clusters
  Score: Raw -311129.459062 + Penalty 2546.563255 = -308582.895807
  nChanged 3
		SP:Iteration 38Q (46780.660000 sec): 3 clusters
  Score: Raw -311131.185449 + Penalty 2546.563255 = -308584.622194
  nChanged 2
		SP:Iteration 39Q (46780.750000 sec): 3 clusters
  Score: Raw -311132.479866 + Penalty 2546.563255 = -308585.916611
  nChanged 3
		SP:Iteration 40F (46780.860000 sec): 3 clusters
  Score: Raw -311134.093712 + Penalty 2546.563255 = -308587.530457
  nChanged 3
		SP:Iteration 41Q (46780.980000 sec): 3 clusters
  Score: Raw -311135.571997 + Penalty 2546.563255 = -308589.008742
  nChanged 1
		SP:Iteration 42Q (46781.120000 sec): 3 clusters
  Score: Raw -311135.875036 + Penalty 2546.563255 = -308589.311781
  nChanged 0
		SP:Iteration 43F (46781.240000 sec): 3 clusters
  Score: Raw -311135.875036 + Penalty 2546.563255 = -308589.311781
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 25 (487 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (46781.280000 sec): 2 clusters
  Score: Raw -54390.799135 + Penalty 1005.592920 = -53385.206215
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (46781.430000 sec): 3 clusters
  Score: Raw -54361.588044 + Penalty 2011.185840 = -52350.402204
  nChanged 117
		SP:Iteration 1F (46781.570000 sec): 3 clusters
  Score: Raw -54562.458150 + Penalty 2011.185840 = -52551.272310
  nChanged 40
		SP:Iteration 2F (46781.680000 sec): 3 clusters
  Score: Raw -54731.737659 + Penalty 2011.185840 = -52720.551819
  nChanged 42
		SP:Iteration 3F (46781.790000 sec): 3 clusters
  Score: Raw -54905.792260 + Penalty 2011.185840 = -52894.606420
  nChanged 30
		SP:Iteration 4F (46781.940000 sec): 3 clusters
  Score: Raw -55014.434553 + Penalty 2011.185840 = -53003.248713
  nChanged 24
		SP:Iteration 5Q (46782.060000 sec): 3 clusters
  Score: Raw -55083.543587 + Penalty 2011.185840 = -53072.357747
  nChanged 14
		SP:Iteration 6Q (46782.230000 sec): 3 clusters
  Score: Raw -55130.897134 + Penalty 2011.185840 = -53119.711294
  nChanged 8
		SP:Iteration 7Q (46782.380000 sec): 3 clusters
  Score: Raw -55153.132303 + Penalty 2011.185840 = -53141.946463
  nChanged 5
		SP:Iteration 8Q (46782.560000 sec): 3 clusters
  Score: Raw -55164.050514 + Penalty 2011.185840 = -53152.864674
  nChanged 2
		SP:Iteration 9Q (46782.700000 sec): 3 clusters
  Score: Raw -55170.542371 + Penalty 2011.185840 = -53159.356531
  nChanged 4
		SP:Iteration 10Q (46782.870000 sec): 3 clusters
  Score: Raw -55178.682876 + Penalty 2011.185840 = -53167.497036
  nChanged 3
		SP:Iteration 11Q (46782.990000 sec): 3 clusters
  Score: Raw -55186.811769 + Penalty 2011.185840 = -53175.625929
  nChanged 4
		SP:Iteration 12Q (46783.160000 sec): 3 clusters
  Score: Raw -55195.951462 + Penalty 2011.185840 = -53184.765622
  nChanged 1
		SP:Iteration 13Q (46783.310000 sec): 3 clusters
  Score: Raw -55197.541606 + Penalty 2011.185840 = -53186.355766
  nChanged 0
		SP:Iteration 14F (46783.480000 sec): 3 clusters
  Score: Raw -55197.541606 + Penalty 2011.185840 = -53186.355766
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 26 (509 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (46783.530000 sec): 2 clusters
  Score: Raw -62212.738434 + Penalty 1012.772803 = -61199.965632
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (46783.660000 sec): 3 clusters
  Score: Raw -62136.926053 + Penalty 2025.545605 = -60111.380448
  nChanged 118
		SP:Iteration 1F (46783.800000 sec): 3 clusters
  Score: Raw -62294.188880 + Penalty 2025.545605 = -60268.643275
  nChanged 31
		SP:Iteration 2F (46783.940000 sec): 3 clusters
  Score: Raw -62344.148514 + Penalty 2025.545605 = -60318.602908
  nChanged 8
		SP:Iteration 3Q (46784.040000 sec): 3 clusters
  Score: Raw -62358.545222 + Penalty 2025.545605 = -60332.999617
  nChanged 4
		SP:Iteration 4Q (46784.140000 sec): 3 clusters
  Score: Raw -62363.206594 + Penalty 2025.545605 = -60337.660989
  nChanged 2
		SP:Iteration 5Q (46784.230000 sec): 3 clusters
  Score: Raw -62364.967141 + Penalty 2025.545605 = -60339.421536
  nChanged 2
		SP:Iteration 6Q (46784.330000 sec): 3 clusters
  Score: Raw -62367.912901 + Penalty 2025.545605 = -60342.367296
  nChanged 2
		SP:Iteration 7Q (46784.460000 sec): 3 clusters
  Score: Raw -62370.715941 + Penalty 2025.545605 = -60345.170335
  nChanged 0
		SP:Iteration 8F (46784.590000 sec): 3 clusters
  Score: Raw -62370.715941 + Penalty 2025.545605 = -60345.170335
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 27 (4104 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (46784.680000 sec): 2 clusters
  Score: Raw -495795.047068 + Penalty 1351.954075 = -494443.092992
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (46784.830000 sec): 3 clusters
  Score: Raw -493719.555891 + Penalty 2703.908151 = -491015.647741
  nChanged 1631
		SP:Iteration 1F (46785.030000 sec): 3 clusters
  Score: Raw -494676.475175 + Penalty 2703.908151 = -491972.567025
  nChanged 318
		SP:Iteration 2F (46785.190000 sec): 3 clusters
  Score: Raw -494875.560088 + Penalty 2703.908151 = -492171.651937
  nChanged 236
		SP:Iteration 3F (46785.320000 sec): 3 clusters
  Score: Raw -494993.758034 + Penalty 2703.908151 = -492289.849883
  nChanged 149
		SP:Iteration 4Q (46785.460000 sec): 3 clusters
  Score: Raw -495071.778738 + Penalty 2703.908151 = -492367.870587
  nChanged 126
		SP:Iteration 5Q (46785.650000 sec): 3 clusters
  Score: Raw -495122.828644 + Penalty 2703.908151 = -492418.920493
  nChanged 77
		SP:Iteration 6Q (46785.760000 sec): 3 clusters
  Score: Raw -495150.090017 + Penalty 2703.908151 = -492446.181867
  nChanged 64
		SP:Iteration 7Q (46785.900000 sec): 3 clusters
  Score: Raw -495172.837338 + Penalty 2703.908151 = -492468.929187
  nChanged 42
		SP:Iteration 8Q (46786.050000 sec): 3 clusters
  Score: Raw -495187.222256 + Penalty 2703.908151 = -492483.314105
  nChanged 38
		SP:Iteration 9Q (46786.150000 sec): 3 clusters
  Score: Raw -495197.881517 + Penalty 2703.908151 = -492493.973367
  nChanged 23
		SP:Iteration 10Q (46786.270000 sec): 3 clusters
  Score: Raw -495202.839450 + Penalty 2703.908151 = -492498.931299
  nChanged 18
		SP:Iteration 11Q (46786.470000 sec): 3 clusters
  Score: Raw -495207.357261 + Penalty 2703.908151 = -492503.449110
  nChanged 13
		SP:Iteration 12Q (46786.610000 sec): 3 clusters
  Score: Raw -495211.831884 + Penalty 2703.908151 = -492507.923733
  nChanged 20
		SP:Iteration 13Q (46786.780000 sec): 3 clusters
  Score: Raw -495216.618022 + Penalty 2703.908151 = -492512.709871
  nChanged 17
		SP:Iteration 14Q (46786.920000 sec): 3 clusters
  Score: Raw -495221.412545 + Penalty 2703.908151 = -492517.504394
  nChanged 14
		SP:Iteration 15Q (46787.070000 sec): 3 clusters
  Score: Raw -495225.985229 + Penalty 2703.908151 = -492522.077079
  nChanged 17
		SP:Iteration 16Q (46787.220000 sec): 3 clusters
  Score: Raw -495230.836812 + Penalty 2703.908151 = -492526.928662
  nChanged 16
		SP:Iteration 17Q (46787.350000 sec): 3 clusters
  Score: Raw -495236.213412 + Penalty 2703.908151 = -492532.305262
  nChanged 19
		SP:Iteration 18Q (46787.480000 sec): 3 clusters
  Score: Raw -495245.369772 + Penalty 2703.908151 = -492541.461622
  nChanged 21
		SP:Iteration 19Q (46787.620000 sec): 3 clusters
  Score: Raw -495251.427915 + Penalty 2703.908151 = -492547.519764
  nChanged 20
		SP:Iteration 20F (46787.770000 sec): 3 clusters
  Score: Raw -495257.374373 + Penalty 2703.908151 = -492553.466222
  nChanged 24
		SP:Iteration 21Q (46787.930000 sec): 3 clusters
  Score: Raw -495264.461295 + Penalty 2703.908151 = -492560.553144
  nChanged 24
		SP:Iteration 22Q (46788.100000 sec): 3 clusters
  Score: Raw -495270.931061 + Penalty 2703.908151 = -492567.022911
  nChanged 24
		SP:Iteration 23Q (46788.290000 sec): 3 clusters
  Score: Raw -495276.579184 + Penalty 2703.908151 = -492572.671033
  nChanged 12
		SP:Iteration 24Q (46788.430000 sec): 3 clusters
  Score: Raw -495279.206782 + Penalty 2703.908151 = -492575.298631
  nChanged 13
		SP:Iteration 25Q (46788.600000 sec): 3 clusters
  Score: Raw -495284.374771 + Penalty 2703.908151 = -492580.466620
  nChanged 17
		SP:Iteration 26Q (46788.760000 sec): 3 clusters
  Score: Raw -495289.703661 + Penalty 2703.908151 = -492585.795511
  nChanged 18
		SP:Iteration 27Q (46788.910000 sec): 3 clusters
  Score: Raw -495294.736437 + Penalty 2703.908151 = -492590.828286
  nChanged 18
		SP:Iteration 28Q (46789.060000 sec): 3 clusters
  Score: Raw -495298.286772 + Penalty 2703.908151 = -492594.378621
  nChanged 13
		SP:Iteration 29Q (46789.210000 sec): 3 clusters
  Score: Raw -495302.568114 + Penalty 2703.908151 = -492598.659963
  nChanged 10
		SP:Iteration 30Q (46789.400000 sec): 3 clusters
  Score: Raw -495305.579682 + Penalty 2703.908151 = -492601.671531
  nChanged 14
		SP:Iteration 31Q (46789.610000 sec): 3 clusters
  Score: Raw -495307.995450 + Penalty 2703.908151 = -492604.087299
  nChanged 9
		SP:Iteration 32Q (46789.730000 sec): 3 clusters
  Score: Raw -495310.839150 + Penalty 2703.908151 = -492606.930999
  nChanged 13
		SP:Iteration 33Q (46789.880000 sec): 3 clusters
  Score: Raw -495315.860797 + Penalty 2703.908151 = -492611.952647
  nChanged 17
		SP:Iteration 34Q (46790.030000 sec): 3 clusters
  Score: Raw -495320.952656 + Penalty 2703.908151 = -492617.044505
  nChanged 12
		SP:Iteration 35Q (46790.230000 sec): 3 clusters
  Score: Raw -495324.672784 + Penalty 2703.908151 = -492620.764634
  nChanged 18
		SP:Iteration 36Q (46790.380000 sec): 3 clusters
  Score: Raw -495330.179822 + Penalty 2703.908151 = -492626.271671
  nChanged 12
		SP:Iteration 37Q (46790.550000 sec): 3 clusters
  Score: Raw -495333.643070 + Penalty 2703.908151 = -492629.734920
  nChanged 12
		SP:Iteration 38Q (46790.710000 sec): 3 clusters
  Score: Raw -495336.837818 + Penalty 2703.908151 = -492632.929667
  nChanged 11
		SP:Iteration 39Q (46790.870000 sec): 3 clusters
  Score: Raw -495340.361693 + Penalty 2703.908151 = -492636.453543
  nChanged 13
		SP:Iteration 40F (46791.060000 sec): 3 clusters
  Score: Raw -495345.141889 + Penalty 2703.908151 = -492641.233738
  nChanged 17
		SP:Iteration 41Q (46791.180000 sec): 3 clusters
  Score: Raw -495350.041195 + Penalty 2703.908151 = -492646.133044
  nChanged 23
		SP:Iteration 42Q (46791.340000 sec): 3 clusters
  Score: Raw -495356.117209 + Penalty 2703.908151 = -492652.209058
  nChanged 14
		SP:Iteration 43Q (46791.460000 sec): 3 clusters
  Score: Raw -495361.670898 + Penalty 2703.908151 = -492657.762747
  nChanged 18
		SP:Iteration 44Q (46791.630000 sec): 3 clusters
  Score: Raw -495367.368373 + Penalty 2703.908151 = -492663.460222
  nChanged 17
		SP:Iteration 45Q (46791.790000 sec): 3 clusters
  Score: Raw -495372.216400 + Penalty 2703.908151 = -492668.308249
  nChanged 15
		SP:Iteration 46Q (46792.040000 sec): 3 clusters
  Score: Raw -495377.166986 + Penalty 2703.908151 = -492673.258835
  nChanged 19
		SP:Iteration 47Q (46792.170000 sec): 3 clusters
  Score: Raw -495381.371335 + Penalty 2703.908151 = -492677.463184
  nChanged 20
		SP:Iteration 48Q (46792.340000 sec): 3 clusters
  Score: Raw -495386.325830 + Penalty 2703.908151 = -492682.417679
  nChanged 23
		SP:Iteration 49Q (46792.470000 sec): 3 clusters
  Score: Raw -495391.948038 + Penalty 2703.908151 = -492688.039887
  nChanged 21
		SP:Iteration 50Q (46792.630000 sec): 3 clusters
  Score: Raw -495399.270269 + Penalty 2703.908151 = -492695.362118
  nChanged 21
		SP:Iteration 51Q (46792.810000 sec): 3 clusters
  Score: Raw -495405.274414 + Penalty 2703.908151 = -492701.366263
  nChanged 22
		SP:Iteration 52Q (46792.960000 sec): 3 clusters
  Score: Raw -495412.726422 + Penalty 2703.908151 = -492708.818271
  nChanged 28
		SP:Iteration 53Q (46793.150000 sec): 3 clusters
  Score: Raw -495421.360890 + Penalty 2703.908151 = -492717.452739
  nChanged 15
		SP:Iteration 54Q (46793.330000 sec): 3 clusters
  Score: Raw -495426.673142 + Penalty 2703.908151 = -492722.764991
  nChanged 19
		SP:Iteration 55Q (46793.510000 sec): 3 clusters
  Score: Raw -495432.857108 + Penalty 2703.908151 = -492728.948957
  nChanged 16
		SP:Iteration 56Q (46793.660000 sec): 3 clusters
  Score: Raw -495438.101975 + Penalty 2703.908151 = -492734.193824
  nChanged 19
		SP:Iteration 57Q (46793.850000 sec): 3 clusters
  Score: Raw -495444.151465 + Penalty 2703.908151 = -492740.243314
  nChanged 16
		SP:Iteration 58Q (46794.030000 sec): 3 clusters
  Score: Raw -495449.395403 + Penalty 2703.908151 = -492745.487253
  nChanged 16
		SP:Iteration 59Q (46794.200000 sec): 3 clusters
  Score: Raw -495455.550130 + Penalty 2703.908151 = -492751.641979
  nChanged 15
		SP:Iteration 60F (46794.370000 sec): 3 clusters
  Score: Raw -495460.351112 + Penalty 2703.908151 = -492756.442961
  nChanged 22
		SP:Iteration 61Q (46794.540000 sec): 3 clusters
  Score: Raw -495467.235702 + Penalty 2703.908151 = -492763.327552
  nChanged 22
		SP:Iteration 62Q (46794.690000 sec): 3 clusters
  Score: Raw -495474.992763 + Penalty 2703.908151 = -492771.084612
  nChanged 19
		SP:Iteration 63Q (46794.870000 sec): 3 clusters
  Score: Raw -495481.133926 + Penalty 2703.908151 = -492777.225776
  nChanged 19
		SP:Iteration 64Q (46795.010000 sec): 3 clusters
  Score: Raw -495486.768736 + Penalty 2703.908151 = -492782.860585
  nChanged 26
		SP:Iteration 65Q (46795.210000 sec): 3 clusters
  Score: Raw -495495.608690 + Penalty 2703.908151 = -492791.700539
  nChanged 23
		SP:Iteration 66Q (46795.370000 sec): 3 clusters
  Score: Raw -495503.121316 + Penalty 2703.908151 = -492799.213165
  nChanged 19
		SP:Iteration 67Q (46795.520000 sec): 3 clusters
  Score: Raw -495509.108706 + Penalty 2703.908151 = -492805.200555
  nChanged 17
		SP:Iteration 68Q (46795.700000 sec): 3 clusters
  Score: Raw -495514.776917 + Penalty 2703.908151 = -492810.868766
  nChanged 23
		SP:Iteration 69Q (46795.860000 sec): 3 clusters
  Score: Raw -495522.256844 + Penalty 2703.908151 = -492818.348693
  nChanged 23
		SP:Iteration 70Q (46796.010000 sec): 3 clusters
  Score: Raw -495529.866445 + Penalty 2703.908151 = -492825.958295
  nChanged 23
		SP:Iteration 71Q (46796.150000 sec): 3 clusters
  Score: Raw -495537.234692 + Penalty 2703.908151 = -492833.326541
  nChanged 23
		SP:Iteration 72Q (46796.320000 sec): 3 clusters
  Score: Raw -495543.730914 + Penalty 2703.908151 = -492839.822763
  nChanged 20
		SP:Iteration 73Q (46796.470000 sec): 3 clusters
  Score: Raw -495552.330079 + Penalty 2703.908151 = -492848.421928
  nChanged 30
		SP:Iteration 74Q (46796.640000 sec): 3 clusters
  Score: Raw -495566.193538 + Penalty 2703.908151 = -492862.285388
  nChanged 42
		SP:Iteration 75Q (46796.790000 sec): 3 clusters
  Score: Raw -495582.824415 + Penalty 2703.908151 = -492878.916264
  nChanged 44
		SP:Iteration 76Q (46796.970000 sec): 3 clusters
  Score: Raw -495597.076530 + Penalty 2703.908151 = -492893.168379
  nChanged 33
		SP:Iteration 77Q (46797.130000 sec): 3 clusters
  Score: Raw -495608.936171 + Penalty 2703.908151 = -492905.028020
  nChanged 29
		SP:Iteration 78Q (46797.300000 sec): 3 clusters
  Score: Raw -495619.527337 + Penalty 2703.908151 = -492915.619186
  nChanged 23
		SP:Iteration 79Q (46797.490000 sec): 3 clusters
  Score: Raw -495629.399209 + Penalty 2703.908151 = -492925.491059
  nChanged 18
		SP:Iteration 80F (46797.690000 sec): 3 clusters
  Score: Raw -495635.779073 + Penalty 2703.908151 = -492931.870922
  nChanged 16
		SP:Iteration 81Q (46797.860000 sec): 3 clusters
  Score: Raw -495642.703585 + Penalty 2703.908151 = -492938.795435
  nChanged 21
		SP:Iteration 82Q (46798.030000 sec): 3 clusters
  Score: Raw -495651.962157 + Penalty 2703.908151 = -492948.054007
  nChanged 23
		SP:Iteration 83Q (46798.250000 sec): 3 clusters
  Score: Raw -495664.474517 + Penalty 2703.908151 = -492960.566367
  nChanged 25
		SP:Iteration 84Q (46798.390000 sec): 3 clusters
  Score: Raw -495673.283993 + Penalty 2703.908151 = -492969.375842
  nChanged 29
		SP:Iteration 85Q (46798.560000 sec): 3 clusters
  Score: Raw -495684.218647 + Penalty 2703.908151 = -492980.310496
  nChanged 34
		SP:Iteration 86Q (46798.710000 sec): 3 clusters
  Score: Raw -495698.387399 + Penalty 2703.908151 = -492994.479248
  nChanged 39
		SP:Iteration 87Q (46798.870000 sec): 3 clusters
  Score: Raw -495715.591869 + Penalty 2703.908151 = -493011.683718
  nChanged 35
		SP:Iteration 88Q (46799.030000 sec): 3 clusters
  Score: Raw -495730.584046 + Penalty 2703.908151 = -493026.675896
  nChanged 32
		SP:Iteration 89Q (46799.160000 sec): 3 clusters
  Score: Raw -495744.395995 + Penalty 2703.908151 = -493040.487844
  nChanged 24
		SP:Iteration 90Q (46799.350000 sec): 3 clusters
  Score: Raw -495752.697815 + Penalty 2703.908151 = -493048.789664
  nChanged 24
		SP:Iteration 91Q (46799.530000 sec): 3 clusters
  Score: Raw -495761.582740 + Penalty 2703.908151 = -493057.674590
  nChanged 21
		SP:Iteration 92Q (46799.680000 sec): 3 clusters
  Score: Raw -495770.389431 + Penalty 2703.908151 = -493066.481280
  nChanged 23
		SP:Iteration 93Q (46799.860000 sec): 3 clusters
  Score: Raw -495781.047118 + Penalty 2703.908151 = -493077.138967
  nChanged 21
		SP:Iteration 94Q (46800.050000 sec): 3 clusters
  Score: Raw -495792.017436 + Penalty 2703.908151 = -493088.109285
  nChanged 17
		SP:Iteration 95Q (46800.180000 sec): 3 clusters
  Score: Raw -495798.197304 + Penalty 2703.908151 = -493094.289154
  nChanged 17
		SP:Iteration 96Q (46800.330000 sec): 3 clusters
  Score: Raw -495807.610711 + Penalty 2703.908151 = -493103.702560
  nChanged 17
		SP:Iteration 97Q (46800.500000 sec): 3 clusters
  Score: Raw -495816.832073 + Penalty 2703.908151 = -493112.923922
  nChanged 25
		SP:Iteration 98Q (46800.660000 sec): 3 clusters
  Score: Raw -495832.320354 + Penalty 2703.908151 = -493128.412203
  nChanged 24
		SP:Iteration 99Q (46800.800000 sec): 3 clusters
  Score: Raw -495846.342836 + Penalty 2703.908151 = -493142.434685
  nChanged 22
		SP:Iteration 100F (46800.970000 sec): 3 clusters
  Score: Raw -495859.066515 + Penalty 2703.908151 = -493155.158364
  nChanged 19
		SP:Iteration 101Q (46801.150000 sec): 3 clusters
  Score: Raw -495868.334892 + Penalty 2703.908151 = -493164.426741
  nChanged 14
		SP:Iteration 102Q (46801.270000 sec): 3 clusters
  Score: Raw -495876.003154 + Penalty 2703.908151 = -493172.095003
  nChanged 11
		SP:Iteration 103Q (46801.400000 sec): 3 clusters
  Score: Raw -495883.189155 + Penalty 2703.908151 = -493179.281004
  nChanged 11
		SP:Iteration 104Q (46801.530000 sec): 3 clusters
  Score: Raw -495890.157048 + Penalty 2703.908151 = -493186.248897
  nChanged 9
		SP:Iteration 105Q (46801.660000 sec): 3 clusters
  Score: Raw -495895.050771 + Penalty 2703.908151 = -493191.142620
  nChanged 11
		SP:Iteration 106Q (46801.790000 sec): 3 clusters
  Score: Raw -495900.504263 + Penalty 2703.908151 = -493196.596112
  nChanged 8
		SP:Iteration 107Q (46801.920000 sec): 3 clusters
  Score: Raw -495905.698610 + Penalty 2703.908151 = -493201.790459
  nChanged 7
		SP:Iteration 108Q (46802.080000 sec): 3 clusters
  Score: Raw -495910.509514 + Penalty 2703.908151 = -493206.601364
  nChanged 10
		SP:Iteration 109Q (46802.240000 sec): 3 clusters
  Score: Raw -495915.713002 + Penalty 2703.908151 = -493211.804852
  nChanged 8
		SP:Iteration 110Q (46802.330000 sec): 3 clusters
  Score: Raw -495919.699659 + Penalty 2703.908151 = -493215.791508
  nChanged 4
		SP:Iteration 111Q (46802.470000 sec): 3 clusters
  Score: Raw -495922.807793 + Penalty 2703.908151 = -493218.899642
  nChanged 7
		SP:Iteration 112Q (46802.610000 sec): 3 clusters
  Score: Raw -495926.231968 + Penalty 2703.908151 = -493222.323818
  nChanged 10
		SP:Iteration 113Q (46802.760000 sec): 3 clusters
  Score: Raw -495932.642118 + Penalty 2703.908151 = -493228.733968
  nChanged 10
		SP:Iteration 114Q (46802.910000 sec): 3 clusters
  Score: Raw -495937.094652 + Penalty 2703.908151 = -493233.186502
  nChanged 2
		SP:Iteration 115Q (46803.120000 sec): 3 clusters
  Score: Raw -495937.908959 + Penalty 2703.908151 = -493234.000808
  nChanged 1
		SP:Iteration 116Q (46803.230000 sec): 3 clusters
  Score: Raw -495938.522956 + Penalty 2703.908151 = -493234.614805
  nChanged 3
		SP:Iteration 117Q (46803.380000 sec): 3 clusters
  Score: Raw -495939.699396 + Penalty 2703.908151 = -493235.791246
  nChanged 3
		SP:Iteration 118Q (46803.520000 sec): 3 clusters
  Score: Raw -495940.763246 + Penalty 2703.908151 = -493236.855095
  nChanged 1
		SP:Iteration 119Q (46803.610000 sec): 3 clusters
  Score: Raw -495941.155563 + Penalty 2703.908151 = -493237.247413
  nChanged 2
		SP:Iteration 120F (46803.750000 sec): 3 clusters
  Score: Raw -495941.852481 + Penalty 2703.908151 = -493237.944330
  nChanged 1
		SP:Iteration 121Q (46803.930000 sec): 3 clusters
  Score: Raw -495942.092566 + Penalty 2703.908151 = -493238.184416
  nChanged 1
		SP:Iteration 122Q (46804.070000 sec): 3 clusters
  Score: Raw -495942.327176 + Penalty 2703.908151 = -493238.419026
  nChanged 1
		SP:Iteration 123Q (46804.250000 sec): 3 clusters
  Score: Raw -495942.731388 + Penalty 2703.908151 = -493238.823237
  nChanged 2
		SP:Iteration 124Q (46804.390000 sec): 3 clusters
  Score: Raw -495943.675414 + Penalty 2703.908151 = -493239.767264
  nChanged 1
		SP:Iteration 125Q (46804.540000 sec): 3 clusters
  Score: Raw -495944.027259 + Penalty 2703.908151 = -493240.119108
  nChanged 0
		SP:Iteration 126F (46804.660000 sec): 3 clusters
  Score: Raw -495944.027259 + Penalty 2703.908151 = -493240.119108
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 28 (4889 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (46804.790000 sec): 2 clusters
  Score: Raw -569754.107036 + Penalty 1380.395748 = -568373.711288
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (46804.980000 sec): 3 clusters
  Score: Raw -567280.755307 + Penalty 2760.791495 = -564519.963812
  nChanged 1916
		SP:Iteration 1F (46805.160000 sec): 3 clusters
  Score: Raw -568458.674178 + Penalty 2760.791495 = -565697.882683
  nChanged 377
		SP:Iteration 2F (46805.330000 sec): 3 clusters
  Score: Raw -568674.235755 + Penalty 2760.791495 = -565913.444259
  nChanged 273
		SP:Iteration 3F (46805.520000 sec): 3 clusters
  Score: Raw -568845.699716 + Penalty 2760.791495 = -566084.908221
  nChanged 247
		SP:Iteration 4F (46805.670000 sec): 3 clusters
  Score: Raw -569002.715131 + Penalty 2760.791495 = -566241.923635
  nChanged 214
		SP:Iteration 5Q (46805.830000 sec): 3 clusters
  Score: Raw -569141.277654 + Penalty 2760.791495 = -566380.486159
  nChanged 215
		SP:Iteration 6Q (46806.020000 sec): 3 clusters
  Score: Raw -569288.912416 + Penalty 2760.791495 = -566528.120921
  nChanged 179
		SP:Iteration 7Q (46806.180000 sec): 3 clusters
  Score: Raw -569405.248791 + Penalty 2760.791495 = -566644.457296
  nChanged 179
		SP:Iteration 8Q (46806.360000 sec): 3 clusters
  Score: Raw -569517.042213 + Penalty 2760.791495 = -566756.250718
  nChanged 159
		SP:Iteration 9Q (46806.540000 sec): 3 clusters
  Score: Raw -569614.099283 + Penalty 2760.791495 = -566853.307787
  nChanged 133
		SP:Iteration 10Q (46806.730000 sec): 3 clusters
  Score: Raw -569704.515429 + Penalty 2760.791495 = -566943.723934
  nChanged 116
		SP:Iteration 11Q (46806.890000 sec): 3 clusters
  Score: Raw -569781.320333 + Penalty 2760.791495 = -567020.528838
  nChanged 96
		SP:Iteration 12Q (46807.070000 sec): 3 clusters
  Score: Raw -569837.052657 + Penalty 2760.791495 = -567076.261162
  nChanged 72
		SP:Iteration 13Q (46807.220000 sec): 3 clusters
  Score: Raw -569871.594646 + Penalty 2760.791495 = -567110.803151
  nChanged 60
		SP:Iteration 14Q (46807.380000 sec): 3 clusters
  Score: Raw -569896.584413 + Penalty 2760.791495 = -567135.792917
  nChanged 48
		SP:Iteration 15Q (46807.530000 sec): 3 clusters
  Score: Raw -569915.247404 + Penalty 2760.791495 = -567154.455908
  nChanged 33
		SP:Iteration 16Q (46807.720000 sec): 3 clusters
  Score: Raw -569927.208217 + Penalty 2760.791495 = -567166.416721
  nChanged 26
		SP:Iteration 17Q (46807.900000 sec): 3 clusters
  Score: Raw -569935.064072 + Penalty 2760.791495 = -567174.272577
  nChanged 17
		SP:Iteration 18Q (46808.060000 sec): 3 clusters
  Score: Raw -569939.863072 + Penalty 2760.791495 = -567179.071577
  nChanged 14
		SP:Iteration 19Q (46808.270000 sec): 3 clusters
  Score: Raw -569943.279468 + Penalty 2760.791495 = -567182.487973
  nChanged 9
		SP:Iteration 20F (46808.490000 sec): 3 clusters
  Score: Raw -569945.339188 + Penalty 2760.791495 = -567184.547692
  nChanged 10
		SP:Iteration 21Q (46808.670000 sec): 3 clusters
  Score: Raw -569947.584144 + Penalty 2760.791495 = -567186.792648
  nChanged 7
		SP:Iteration 22Q (46808.790000 sec): 3 clusters
  Score: Raw -569950.346608 + Penalty 2760.791495 = -567189.555113
  nChanged 10
		SP:Iteration 23Q (46808.990000 sec): 3 clusters
  Score: Raw -569953.546598 + Penalty 2760.791495 = -567192.755103
  nChanged 14
		SP:Iteration 24Q (46809.170000 sec): 3 clusters
  Score: Raw -569957.818523 + Penalty 2760.791495 = -567197.027028
  nChanged 13
		SP:Iteration 25Q (46809.330000 sec): 3 clusters
  Score: Raw -569961.572563 + Penalty 2760.791495 = -567200.781068
  nChanged 10
		SP:Iteration 26Q (46809.510000 sec): 3 clusters
  Score: Raw -569964.822836 + Penalty 2760.791495 = -567204.031341
  nChanged 13
		SP:Iteration 27Q (46809.660000 sec): 3 clusters
  Score: Raw -569968.924006 + Penalty 2760.791495 = -567208.132510
  nChanged 14
		SP:Iteration 28Q (46809.820000 sec): 3 clusters
  Score: Raw -569973.706347 + Penalty 2760.791495 = -567212.914852
  nChanged 10
		SP:Iteration 29Q (46810.060000 sec): 3 clusters
  Score: Raw -569975.800822 + Penalty 2760.791495 = -567215.009326
  nChanged 6
		SP:Iteration 30Q (46810.250000 sec): 3 clusters
  Score: Raw -569977.393132 + Penalty 2760.791495 = -567216.601636
  nChanged 7
		SP:Iteration 31Q (46810.430000 sec): 3 clusters
  Score: Raw -569979.315587 + Penalty 2760.791495 = -567218.524091
  nChanged 5
		SP:Iteration 32Q (46810.610000 sec): 3 clusters
  Score: Raw -569979.911469 + Penalty 2760.791495 = -567219.119974
  nChanged 4
		SP:Iteration 33Q (46810.790000 sec): 3 clusters
  Score: Raw -569980.802484 + Penalty 2760.791495 = -567220.010989
  nChanged 3
		SP:Iteration 34Q (46810.960000 sec): 3 clusters
  Score: Raw -569982.590127 + Penalty 2760.791495 = -567221.798632
  nChanged 8
		SP:Iteration 35Q (46811.110000 sec): 3 clusters
  Score: Raw -569984.958164 + Penalty 2760.791495 = -567224.166668
  nChanged 6
		SP:Iteration 36Q (46811.280000 sec): 3 clusters
  Score: Raw -569986.253238 + Penalty 2760.791495 = -567225.461743
  nChanged 7
		SP:Iteration 37Q (46811.490000 sec): 3 clusters
  Score: Raw -569988.104864 + Penalty 2760.791495 = -567227.313369
  nChanged 7
		SP:Iteration 38Q (46811.680000 sec): 3 clusters
  Score: Raw -569989.741725 + Penalty 2760.791495 = -567228.950229
  nChanged 7
		SP:Iteration 39Q (46811.810000 sec): 3 clusters
  Score: Raw -569991.550773 + Penalty 2760.791495 = -567230.759278
  nChanged 7
		SP:Iteration 40F (46811.990000 sec): 3 clusters
  Score: Raw -569992.423949 + Penalty 2760.791495 = -567231.632454
  nChanged 3
		SP:Iteration 41Q (46812.200000 sec): 3 clusters
  Score: Raw -569992.727190 + Penalty 2760.791495 = -567231.935694
  nChanged 0
		SP:Iteration 42F (46812.360000 sec): 3 clusters
  Score: Raw -569992.727190 + Penalty 2760.791495 = -567231.935694
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 29 (7937 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (46812.450000 sec): 2 clusters
  Score: Raw -903700.296505 + Penalty 1459.134730 = -902241.161774
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (46812.620000 sec): 3 clusters
  Score: Raw -899339.489127 + Penalty 2918.269461 = -896421.219666
  nChanged 3378
		SP:Iteration 1F (46812.750000 sec): 3 clusters
  Score: Raw -901267.020903 + Penalty 2918.269461 = -898348.751442
  nChanged 557
		SP:Iteration 2F (46812.940000 sec): 3 clusters
  Score: Raw -901565.162754 + Penalty 2918.269461 = -898646.893293
  nChanged 491
		SP:Iteration 3F (46813.130000 sec): 3 clusters
  Score: Raw -901808.916957 + Penalty 2918.269461 = -898890.647496
  nChanged 410
		SP:Iteration 4F (46813.350000 sec): 3 clusters
  Score: Raw -902031.859599 + Penalty 2918.269461 = -899113.590138
  nChanged 420
		SP:Iteration 5F (46813.560000 sec): 3 clusters
  Score: Raw -902292.192694 + Penalty 2918.269461 = -899373.923233
  nChanged 400
		SP:Iteration 6F (46813.750000 sec): 3 clusters
  Score: Raw -902559.791725 + Penalty 2918.269461 = -899641.522264
  nChanged 378
		SP:Iteration 7Q (46813.910000 sec): 3 clusters
  Score: Raw -902828.374036 + Penalty 2918.269461 = -899910.104575
  nChanged 352
		SP:Iteration 8Q (46814.130000 sec): 3 clusters
  Score: Raw -903074.624993 + Penalty 2918.269461 = -900156.355532
  nChanged 303
		SP:Iteration 9Q (46814.310000 sec): 3 clusters
  Score: Raw -903299.198147 + Penalty 2918.269461 = -900380.928686
  nChanged 267
		SP:Iteration 10Q (46814.490000 sec): 3 clusters
  Score: Raw -903509.124961 + Penalty 2918.269461 = -900590.855500
  nChanged 210
		SP:Iteration 11Q (46814.670000 sec): 3 clusters
  Score: Raw -903691.067807 + Penalty 2918.269461 = -900772.798346
  nChanged 177
		SP:Iteration 12Q (46814.840000 sec): 3 clusters
  Score: Raw -903855.999697 + Penalty 2918.269461 = -900937.730236
  nChanged 131
		SP:Iteration 13Q (46815.010000 sec): 3 clusters
  Score: Raw -903960.802945 + Penalty 2918.269461 = -901042.533484
  nChanged 80
		SP:Iteration 14Q (46815.180000 sec): 3 clusters
  Score: Raw -904031.000714 + Penalty 2918.269461 = -901112.731253
  nChanged 61
		SP:Iteration 15Q (46815.350000 sec): 3 clusters
  Score: Raw -904088.233008 + Penalty 2918.269461 = -901169.963547
  nChanged 37
		SP:Iteration 16Q (46815.520000 sec): 3 clusters
  Score: Raw -904115.093106 + Penalty 2918.269461 = -901196.823645
  nChanged 31
		SP:Iteration 17Q (46815.700000 sec): 3 clusters
  Score: Raw -904138.262943 + Penalty 2918.269461 = -901219.993482
  nChanged 11
		SP:Iteration 18Q (46815.910000 sec): 3 clusters
  Score: Raw -904144.443766 + Penalty 2918.269461 = -901226.174305
  nChanged 7
		SP:Iteration 19Q (46816.110000 sec): 3 clusters
  Score: Raw -904150.392652 + Penalty 2918.269461 = -901232.123191
  nChanged 5
		SP:Iteration 20F (46816.310000 sec): 3 clusters
  Score: Raw -904153.965365 + Penalty 2918.269461 = -901235.695904
  nChanged 5
		SP:Iteration 21Q (46816.530000 sec): 3 clusters
  Score: Raw -904158.041506 + Penalty 2918.269461 = -901239.772045
  nChanged 1
		SP:Iteration 22Q (46816.720000 sec): 3 clusters
  Score: Raw -904158.256156 + Penalty 2918.269461 = -901239.986695
  nChanged 0
		SP:Iteration 23F (46816.940000 sec): 3 clusters
  Score: Raw -904158.256156 + Penalty 2918.269461 = -901239.986695
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 30 (13231 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (46817.080000 sec): 2 clusters
  Score: Raw -1654909.520544 + Penalty 1542.176649 = -1653367.343895
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (46817.350000 sec): 3 clusters
  Score: Raw -1647155.164102 + Penalty 3084.353298 = -1644070.810804
  nChanged 5854
		SP:Iteration 1F (46817.600000 sec): 3 clusters
  Score: Raw -1650710.239203 + Penalty 3084.353298 = -1647625.885905
  nChanged 1100
		SP:Iteration 2F (46817.780000 sec): 3 clusters
  Score: Raw -1651682.938139 + Penalty 3084.353298 = -1648598.584841
  nChanged 1210
		SP:Iteration 3F (46818.030000 sec): 3 clusters
  Score: Raw -1652798.508466 + Penalty 3084.353298 = -1649714.155168
  nChanged 1165
		SP:Iteration 4F (46818.280000 sec): 3 clusters
  Score: Raw -1653758.766029 + Penalty 3084.353298 = -1650674.412731
  nChanged 947
		SP:Iteration 5F (46818.500000 sec): 3 clusters
  Score: Raw -1654360.752860 + Penalty 3084.353298 = -1651276.399562
  nChanged 645
		SP:Iteration 6Q (46818.750000 sec): 3 clusters
  Score: Raw -1654646.523581 + Penalty 3084.353298 = -1651562.170283
  nChanged 432
		SP:Iteration 7Q (46818.960000 sec): 3 clusters
  Score: Raw -1654788.825397 + Penalty 3084.353298 = -1651704.472099
  nChanged 286
		SP:Iteration 8Q (46819.170000 sec): 3 clusters
  Score: Raw -1654861.058561 + Penalty 3084.353298 = -1651776.705263
  nChanged 172
		SP:Iteration 9Q (46819.420000 sec): 3 clusters
  Score: Raw -1654892.701460 + Penalty 3084.353298 = -1651808.348162
  nChanged 107
		SP:Iteration 10Q (46819.650000 sec): 3 clusters
  Score: Raw -1654908.505432 + Penalty 3084.353298 = -1651824.152134
  nChanged 80
		SP:Iteration 11Q (46819.910000 sec): 3 clusters
  Score: Raw -1654918.931980 + Penalty 3084.353298 = -1651834.578682
  nChanged 56
		SP:Iteration 12Q (46820.110000 sec): 3 clusters
  Score: Raw -1654925.618869 + Penalty 3084.353298 = -1651841.265571
  nChanged 39
		SP:Iteration 13Q (46820.350000 sec): 3 clusters
  Score: Raw -1654929.958235 + Penalty 3084.353298 = -1651845.604937
  nChanged 27
		SP:Iteration 14Q (46820.610000 sec): 3 clusters
  Score: Raw -1654932.366277 + Penalty 3084.353298 = -1651848.012979
  nChanged 23
		SP:Iteration 15Q (46820.810000 sec): 3 clusters
  Score: Raw -1654934.435530 + Penalty 3084.353298 = -1651850.082232
  nChanged 21
		SP:Iteration 16Q (46821.090000 sec): 3 clusters
  Score: Raw -1654936.930301 + Penalty 3084.353298 = -1651852.577003
  nChanged 31
		SP:Iteration 17Q (46821.340000 sec): 3 clusters
  Score: Raw -1654939.552396 + Penalty 3084.353298 = -1651855.199098
  nChanged 17
		SP:Iteration 18Q (46821.600000 sec): 3 clusters
  Score: Raw -1654940.816498 + Penalty 3084.353298 = -1651856.463200
  nChanged 18
		SP:Iteration 19Q (46821.850000 sec): 3 clusters
  Score: Raw -1654942.165696 + Penalty 3084.353298 = -1651857.812398
  nChanged 13
		SP:Iteration 20F (46822.090000 sec): 3 clusters
  Score: Raw -1654943.240714 + Penalty 3084.353298 = -1651858.887416
  nChanged 7
		SP:Iteration 21Q (46822.380000 sec): 3 clusters
  Score: Raw -1654943.778628 + Penalty 3084.353298 = -1651859.425330
  nChanged 11
		SP:Iteration 22Q (46822.590000 sec): 3 clusters
  Score: Raw -1654944.545516 + Penalty 3084.353298 = -1651860.192218
  nChanged 9
		SP:Iteration 23Q (46822.830000 sec): 3 clusters
  Score: Raw -1654945.039906 + Penalty 3084.353298 = -1651860.686608
  nChanged 5
		SP:Iteration 24Q (46823.050000 sec): 3 clusters
  Score: Raw -1654945.397662 + Penalty 3084.353298 = -1651861.044364
  nChanged 4
		SP:Iteration 25Q (46823.300000 sec): 3 clusters
  Score: Raw -1654945.567425 + Penalty 3084.353298 = -1651861.214127
  nChanged 0
		SP:Iteration 26F (46823.510000 sec): 3 clusters
  Score: Raw -1654945.567425 + Penalty 3084.353298 = -1651861.214127
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 31 (545 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (46823.600000 sec): 2 clusters
  Score: Raw -59723.482970 + Penalty 1023.877692 = -58699.605278
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (46823.770000 sec): 3 clusters
  Score: Raw -59657.027281 + Penalty 2047.755383 = -57609.271898
  nChanged 146
		SP:Iteration 1F (46823.950000 sec): 3 clusters
  Score: Raw -59840.062662 + Penalty 2047.755383 = -57792.307279
  nChanged 45
		SP:Iteration 2F (46824.110000 sec): 3 clusters
  Score: Raw -59939.647506 + Penalty 2047.755383 = -57891.892123
  nChanged 21
		SP:Iteration 3Q (46824.250000 sec): 3 clusters
  Score: Raw -59989.324213 + Penalty 2047.755383 = -57941.568830
  nChanged 9
		SP:Iteration 4Q (46824.420000 sec): 3 clusters
  Score: Raw -60007.342463 + Penalty 2047.755383 = -57959.587079
  nChanged 11
		SP:Iteration 5Q (46824.530000 sec): 3 clusters
  Score: Raw -60022.438711 + Penalty 2047.755383 = -57974.683328
  nChanged 4
		SP:Iteration 6Q (46824.690000 sec): 3 clusters
  Score: Raw -60029.419359 + Penalty 2047.755383 = -57981.663975
  nChanged 6
		SP:Iteration 7Q (46824.850000 sec): 3 clusters
  Score: Raw -60035.593780 + Penalty 2047.755383 = -57987.838397
  nChanged 4
		SP:Iteration 8Q (46825.040000 sec): 3 clusters
  Score: Raw -60039.413847 + Penalty 2047.755383 = -57991.658464
  nChanged 1
		SP:Iteration 9Q (46825.190000 sec): 3 clusters
  Score: Raw -60040.952312 + Penalty 2047.755383 = -57993.196929
  nChanged 1
		SP:Iteration 10Q (46825.270000 sec): 3 clusters
  Score: Raw -60041.689048 + Penalty 2047.755383 = -57993.933665
  nChanged 1
		SP:Iteration 11Q (46825.360000 sec): 3 clusters
  Score: Raw -60042.842016 + Penalty 2047.755383 = -57995.086633
  nChanged 3
		SP:Iteration 12Q (46825.510000 sec): 3 clusters
  Score: Raw -60045.141676 + Penalty 2047.755383 = -57997.386293
  nChanged 2
		SP:Iteration 13Q (46825.660000 sec): 3 clusters
  Score: Raw -60050.083425 + Penalty 2047.755383 = -58002.328042
  nChanged 1
		SP:Iteration 14Q (46825.790000 sec): 3 clusters
  Score: Raw -60052.402248 + Penalty 2047.755383 = -58004.646865
  nChanged 2
		SP:Iteration 15Q (46825.930000 sec): 3 clusters
  Score: Raw -60056.395152 + Penalty 2047.755383 = -58008.639768
  nChanged 5
		SP:Iteration 16Q (46826.120000 sec): 3 clusters
  Score: Raw -60067.953525 + Penalty 2047.755383 = -58020.198142
  nChanged 4
		SP:Iteration 17Q (46826.250000 sec): 3 clusters
  Score: Raw -60081.824783 + Penalty 2047.755383 = -58034.069400
  nChanged 9
		SP:Iteration 18Q (46826.390000 sec): 3 clusters
  Score: Raw -60106.970077 + Penalty 2047.755383 = -58059.214694
  nChanged 11
		SP:Iteration 19Q (46826.570000 sec): 3 clusters
  Score: Raw -60125.093730 + Penalty 2047.755383 = -58077.338347
  nChanged 6
		SP:Iteration 20F (46826.660000 sec): 3 clusters
  Score: Raw -60135.303074 + Penalty 2047.755383 = -58087.547691
  nChanged 2
		SP:Iteration 21Q (46826.790000 sec): 3 clusters
  Score: Raw -60141.173722 + Penalty 2047.755383 = -58093.418338
  nChanged 6
		SP:Iteration 22Q (46826.960000 sec): 3 clusters
  Score: Raw -60158.438410 + Penalty 2047.755383 = -58110.683026
  nChanged 8
		SP:Iteration 23Q (46827.070000 sec): 3 clusters
  Score: Raw -60181.168542 + Penalty 2047.755383 = -58133.413158
  nChanged 11
		SP:Iteration 24Q (46827.200000 sec): 3 clusters
  Score: Raw -60198.642568 + Penalty 2047.755383 = -58150.887185
  nChanged 6
		SP:Iteration 25Q (46827.350000 sec): 3 clusters
  Score: Raw -60207.198774 + Penalty 2047.755383 = -58159.443391
  nChanged 5
		SP:Iteration 26Q (46827.510000 sec): 3 clusters
  Score: Raw -60222.244642 + Penalty 2047.755383 = -58174.489258
  nChanged 7
		SP:Iteration 27Q (46827.650000 sec): 3 clusters
  Score: Raw -60232.606233 + Penalty 2047.755383 = -58184.850850
  nChanged 4
		SP:Iteration 28Q (46827.830000 sec): 3 clusters
  Score: Raw -60240.491173 + Penalty 2047.755383 = -58192.735790
  nChanged 5
		SP:Iteration 29Q (46827.970000 sec): 3 clusters
  Score: Raw -60262.564032 + Penalty 2047.755383 = -58214.808649
  nChanged 5
		SP:Iteration 30Q (46828.090000 sec): 3 clusters
  Score: Raw -60270.970435 + Penalty 2047.755383 = -58223.215051
  nChanged 6
		SP:Iteration 31Q (46828.250000 sec): 3 clusters
  Score: Raw -60283.290075 + Penalty 2047.755383 = -58235.534692
  nChanged 6
		SP:Iteration 32Q (46828.400000 sec): 3 clusters
  Score: Raw -60293.617369 + Penalty 2047.755383 = -58245.861985
  nChanged 5
		SP:Iteration 33Q (46828.550000 sec): 3 clusters
  Score: Raw -60300.960573 + Penalty 2047.755383 = -58253.205189
  nChanged 4
		SP:Iteration 34Q (46828.720000 sec): 3 clusters
  Score: Raw -60310.297074 + Penalty 2047.755383 = -58262.541691
  nChanged 2
		SP:Iteration 35Q (46828.870000 sec): 3 clusters
  Score: Raw -60313.087447 + Penalty 2047.755383 = -58265.332064
  nChanged 2
		SP:Iteration 36Q (46829.030000 sec): 3 clusters
  Score: Raw -60316.161513 + Penalty 2047.755383 = -58268.406129
  nChanged 3
		SP:Iteration 37Q (46829.170000 sec): 3 clusters
  Score: Raw -60320.236177 + Penalty 2047.755383 = -58272.480794
  nChanged 4
		SP:Iteration 38Q (46829.310000 sec): 3 clusters
  Score: Raw -60327.348971 + Penalty 2047.755383 = -58279.593588
  nChanged 3
		SP:Iteration 39Q (46829.480000 sec): 3 clusters
  Score: Raw -60343.578860 + Penalty 2047.755383 = -58295.823476
  nChanged 5
		SP:Iteration 40F (46829.650000 sec): 3 clusters
  Score: Raw -60361.666461 + Penalty 2047.755383 = -58313.911078
  nChanged 2
		SP:Iteration 41Q (46829.790000 sec): 3 clusters
  Score: Raw -60369.008043 + Penalty 2047.755383 = -58321.252660
  nChanged 2
		SP:Iteration 42Q (46829.930000 sec): 3 clusters
  Score: Raw -60371.689387 + Penalty 2047.755383 = -58323.934004
  nChanged 1
		SP:Iteration 43Q (46830.110000 sec): 3 clusters
  Score: Raw -60373.400683 + Penalty 2047.755383 = -58325.645299
  nChanged 1
		SP:Iteration 44Q (46830.240000 sec): 3 clusters
  Score: Raw -60374.688577 + Penalty 2047.755383 = -58326.933193
  nChanged 0
		SP:Iteration 45F (46830.410000 sec): 3 clusters
  Score: Raw -60374.688577 + Penalty 2047.755383 = -58326.933193
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 32 (7915 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (46830.520000 sec): 2 clusters
  Score: Raw -960147.298161 + Penalty 1458.683683 = -958688.614478
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (46830.710000 sec): 3 clusters
  Score: Raw -955757.014369 + Penalty 2917.367366 = -952839.647003
  nChanged 3339
		SP:Iteration 1F (46830.910000 sec): 3 clusters
  Score: Raw -957632.984798 + Penalty 2917.367366 = -954715.617432
  nChanged 489
		SP:Iteration 2F (46831.080000 sec): 3 clusters
  Score: Raw -957888.427790 + Penalty 2917.367366 = -954971.060424
  nChanged 467
		SP:Iteration 3F (46831.260000 sec): 3 clusters
  Score: Raw -958125.924310 + Penalty 2917.367366 = -955208.556944
  nChanged 447
		SP:Iteration 4F (46831.470000 sec): 3 clusters
  Score: Raw -958420.028463 + Penalty 2917.367366 = -955502.661097
  nChanged 440
		SP:Iteration 5F (46831.660000 sec): 3 clusters
  Score: Raw -958742.626060 + Penalty 2917.367366 = -955825.258694
  nChanged 466
		SP:Iteration 6F (46831.870000 sec): 3 clusters
  Score: Raw -959134.590323 + Penalty 2917.367366 = -956217.222957
  nChanged 470
		SP:Iteration 7F (46832.060000 sec): 3 clusters
  Score: Raw -959539.548225 + Penalty 2917.367366 = -956622.180859
  nChanged 448
		SP:Iteration 8F (46832.250000 sec): 3 clusters
  Score: Raw -959859.175972 + Penalty 2917.367366 = -956941.808606
  nChanged 334
		SP:Iteration 9Q (46832.470000 sec): 3 clusters
  Score: Raw -960062.969727 + Penalty 2917.367366 = -957145.602361
  nChanged 248
		SP:Iteration 10Q (46832.630000 sec): 3 clusters
  Score: Raw -960170.846219 + Penalty 2917.367366 = -957253.478853
  nChanged 168
		SP:Iteration 11Q (46832.820000 sec): 3 clusters
  Score: Raw -960227.044894 + Penalty 2917.367366 = -957309.677528
  nChanged 95
		SP:Iteration 12Q (46832.970000 sec): 3 clusters
  Score: Raw -960252.237623 + Penalty 2917.367366 = -957334.870257
  nChanged 66
		SP:Iteration 13Q (46833.230000 sec): 3 clusters
  Score: Raw -960269.239314 + Penalty 2917.367366 = -957351.871948
  nChanged 70
		SP:Iteration 14Q (46833.390000 sec): 3 clusters
  Score: Raw -960285.979380 + Penalty 2917.367366 = -957368.612014
  nChanged 52
		SP:Iteration 15Q (46833.600000 sec): 3 clusters
  Score: Raw -960298.775747 + Penalty 2917.367366 = -957381.408381
  nChanged 47
		SP:Iteration 16Q (46833.760000 sec): 3 clusters
  Score: Raw -960307.584596 + Penalty 2917.367366 = -957390.217230
  nChanged 40
		SP:Iteration 17Q (46833.980000 sec): 3 clusters
  Score: Raw -960313.011651 + Penalty 2917.367366 = -957395.644285
  nChanged 14
		SP:Iteration 18Q (46834.160000 sec): 3 clusters
  Score: Raw -960314.627882 + Penalty 2917.367366 = -957397.260516
  nChanged 11
		SP:Iteration 19Q (46834.320000 sec): 3 clusters
  Score: Raw -960315.974569 + Penalty 2917.367366 = -957398.607203
  nChanged 8
		SP:Iteration 20F (46834.550000 sec): 3 clusters
  Score: Raw -960316.961508 + Penalty 2917.367366 = -957399.594142
  nChanged 7
		SP:Iteration 21Q (46834.750000 sec): 3 clusters
  Score: Raw -960317.679421 + Penalty 2917.367366 = -957400.312055
  nChanged 2
		SP:Iteration 22Q (46834.970000 sec): 3 clusters
  Score: Raw -960317.981200 + Penalty 2917.367366 = -957400.613834
  nChanged 2
		SP:Iteration 23Q (46835.120000 sec): 3 clusters
  Score: Raw -960318.331255 + Penalty 2917.367366 = -957400.963889
  nChanged 1
		SP:Iteration 24Q (46835.360000 sec): 3 clusters
  Score: Raw -960318.486455 + Penalty 2917.367366 = -957401.119089
  nChanged 1
		SP:Iteration 25Q (46835.570000 sec): 3 clusters
  Score: Raw -960318.627498 + Penalty 2917.367366 = -957401.260132
  nChanged 0
		SP:Iteration 26F (46835.760000 sec): 3 clusters
  Score: Raw -960318.627498 + Penalty 2917.367366 = -957401.260132
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 33 (1896 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (46835.840000 sec): 2 clusters
  Score: Raw -222422.181641 + Penalty 1226.469023 = -221195.712617
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (46836.020000 sec): 3 clusters
  Score: Raw -221607.763740 + Penalty 2452.938047 = -219154.825693
  nChanged 685
		SP:Iteration 1F (46836.160000 sec): 3 clusters
  Score: Raw -222034.214097 + Penalty 2452.938047 = -219581.276050
  nChanged 151
		SP:Iteration 2F (46836.330000 sec): 3 clusters
  Score: Raw -222139.854815 + Penalty 2452.938047 = -219686.916768
  nChanged 90
		SP:Iteration 3Q (46836.480000 sec): 3 clusters
  Score: Raw -222206.593055 + Penalty 2452.938047 = -219753.655008
  nChanged 57
		SP:Iteration 4Q (46836.630000 sec): 3 clusters
  Score: Raw -222245.727196 + Penalty 2452.938047 = -219792.789150
  nChanged 48
		SP:Iteration 5Q (46836.810000 sec): 3 clusters
  Score: Raw -222282.685946 + Penalty 2452.938047 = -219829.747899
  nChanged 49
		SP:Iteration 6Q (46836.970000 sec): 3 clusters
  Score: Raw -222316.941217 + Penalty 2452.938047 = -219864.003170
  nChanged 38
		SP:Iteration 7Q (46837.100000 sec): 3 clusters
  Score: Raw -222346.742635 + Penalty 2452.938047 = -219893.804588
  nChanged 48
		SP:Iteration 8Q (46837.290000 sec): 3 clusters
  Score: Raw -222390.690748 + Penalty 2452.938047 = -219937.752701
  nChanged 52
		SP:Iteration 9Q (46837.420000 sec): 3 clusters
  Score: Raw -222471.688900 + Penalty 2452.938047 = -220018.750853
  nChanged 68
		SP:Iteration 10Q (46837.560000 sec): 3 clusters
  Score: Raw -222570.024495 + Penalty 2452.938047 = -220117.086448
  nChanged 74
		SP:Iteration 11Q (46837.740000 sec): 3 clusters
  Score: Raw -222646.366341 + Penalty 2452.938047 = -220193.428294
  nChanged 62
		SP:Iteration 12Q (46837.880000 sec): 3 clusters
  Score: Raw -222701.019710 + Penalty 2452.938047 = -220248.081663
  nChanged 60
		SP:Iteration 13Q (46838.070000 sec): 3 clusters
  Score: Raw -222747.068461 + Penalty 2452.938047 = -220294.130414
  nChanged 46
		SP:Iteration 14Q (46838.160000 sec): 3 clusters
  Score: Raw -222777.726784 + Penalty 2452.938047 = -220324.788737
  nChanged 34
		SP:Iteration 15Q (46838.330000 sec): 3 clusters
  Score: Raw -222799.195687 + Penalty 2452.938047 = -220346.257640
  nChanged 19
		SP:Iteration 16Q (46838.480000 sec): 3 clusters
  Score: Raw -222808.686328 + Penalty 2452.938047 = -220355.748281
  nChanged 16
		SP:Iteration 17Q (46838.640000 sec): 3 clusters
  Score: Raw -222817.560566 + Penalty 2452.938047 = -220364.622519
  nChanged 13
		SP:Iteration 18Q (46838.860000 sec): 3 clusters
  Score: Raw -222823.841576 + Penalty 2452.938047 = -220370.903529
  nChanged 11
		SP:Iteration 19Q (46838.970000 sec): 3 clusters
  Score: Raw -222827.699267 + Penalty 2452.938047 = -220374.761220
  nChanged 7
		SP:Iteration 20F (46839.120000 sec): 3 clusters
  Score: Raw -222830.995242 + Penalty 2452.938047 = -220378.057195
  nChanged 9
		SP:Iteration 21Q (46839.260000 sec): 3 clusters
  Score: Raw -222835.407680 + Penalty 2452.938047 = -220382.469633
  nChanged 3
		SP:Iteration 22Q (46839.420000 sec): 3 clusters
  Score: Raw -222837.263335 + Penalty 2452.938047 = -220384.325288
  nChanged 2
		SP:Iteration 23Q (46839.590000 sec): 3 clusters
  Score: Raw -222839.204188 + Penalty 2452.938047 = -220386.266141
  nChanged 2
		SP:Iteration 24Q (46839.750000 sec): 3 clusters
  Score: Raw -222840.236950 + Penalty 2452.938047 = -220387.298903
  nChanged 3
		SP:Iteration 25Q (46839.910000 sec): 3 clusters
  Score: Raw -222841.736857 + Penalty 2452.938047 = -220388.798811
  nChanged 1
		SP:Iteration 26Q (46840.070000 sec): 3 clusters
  Score: Raw -222842.053035 + Penalty 2452.938047 = -220389.114988
  nChanged 1
		SP:Iteration 27Q (46840.230000 sec): 3 clusters
  Score: Raw -222842.414305 + Penalty 2452.938047 = -220389.476258
  nChanged 0
		SP:Iteration 28F (46840.400000 sec): 3 clusters
  Score: Raw -222842.414305 + Penalty 2452.938047 = -220389.476258
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 34 (18679 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (46840.590000 sec): 2 clusters
  Score: Raw -2256838.937171 + Penalty 1598.212716 = -2255240.724454
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (46840.840000 sec): 3 clusters
  Score: Raw -2245712.546939 + Penalty 3196.425433 = -2242516.121507
  nChanged 8357
		SP:Iteration 1F (46841.110000 sec): 3 clusters
  Score: Raw -2250432.725635 + Penalty 3196.425433 = -2247236.300202
  nChanged 1141
		SP:Iteration 2F (46841.360000 sec): 3 clusters
  Score: Raw -2251008.706707 + Penalty 3196.425433 = -2247812.281274
  nChanged 1234
		SP:Iteration 3F (46841.590000 sec): 3 clusters
  Score: Raw -2251769.967967 + Penalty 3196.425433 = -2248573.542534
  nChanged 1337
		SP:Iteration 4F (46841.840000 sec): 3 clusters
  Score: Raw -2252784.120927 + Penalty 3196.425433 = -2249587.695495
  nChanged 1443
		SP:Iteration 5F (46842.130000 sec): 3 clusters
  Score: Raw -2254041.507988 + Penalty 3196.425433 = -2250845.082555
  nChanged 1272
		SP:Iteration 6F (46842.330000 sec): 3 clusters
  Score: Raw -2255290.337123 + Penalty 3196.425433 = -2252093.911691
  nChanged 1019
		SP:Iteration 7F (46842.570000 sec): 3 clusters
  Score: Raw -2256151.155778 + Penalty 3196.425433 = -2252954.730345
  nChanged 659
		SP:Iteration 8Q (46842.850000 sec): 3 clusters
  Score: Raw -2256696.252478 + Penalty 3196.425433 = -2253499.827045
  nChanged 375
		SP:Iteration 9Q (46843.090000 sec): 3 clusters
  Score: Raw -2257029.557012 + Penalty 3196.425433 = -2253833.131580
  nChanged 241
		SP:Iteration 10Q (46843.360000 sec): 3 clusters
  Score: Raw -2257278.466298 + Penalty 3196.425433 = -2254082.040865
  nChanged 168
		SP:Iteration 11Q (46843.580000 sec): 3 clusters
  Score: Raw -2257445.508482 + Penalty 3196.425433 = -2254249.083050
  nChanged 93
		SP:Iteration 12Q (46843.810000 sec): 3 clusters
  Score: Raw -2257561.959274 + Penalty 3196.425433 = -2254365.533841
  nChanged 69
		SP:Iteration 13Q (46844.050000 sec): 3 clusters
  Score: Raw -2257657.135399 + Penalty 3196.425433 = -2254460.709966
  nChanged 57
		SP:Iteration 14Q (46844.290000 sec): 3 clusters
  Score: Raw -2257724.768506 + Penalty 3196.425433 = -2254528.343073
  nChanged 43
		SP:Iteration 15Q (46844.540000 sec): 3 clusters
  Score: Raw -2257764.695244 + Penalty 3196.425433 = -2254568.269811
  nChanged 28
		SP:Iteration 16Q (46844.760000 sec): 3 clusters
  Score: Raw -2257789.481149 + Penalty 3196.425433 = -2254593.055717
  nChanged 24
		SP:Iteration 17Q (46844.970000 sec): 3 clusters
  Score: Raw -2257812.252389 + Penalty 3196.425433 = -2254615.826957
  nChanged 24
		SP:Iteration 18Q (46845.200000 sec): 3 clusters
  Score: Raw -2257838.338039 + Penalty 3196.425433 = -2254641.912607
  nChanged 15
		SP:Iteration 19Q (46845.420000 sec): 3 clusters
  Score: Raw -2257850.143397 + Penalty 3196.425433 = -2254653.717964
  nChanged 13
		SP:Iteration 20F (46845.690000 sec): 3 clusters
  Score: Raw -2257859.147856 + Penalty 3196.425433 = -2254662.722423
  nChanged 10
		SP:Iteration 21Q (46845.940000 sec): 3 clusters
  Score: Raw -2257867.363750 + Penalty 3196.425433 = -2254670.938317
  nChanged 12
		SP:Iteration 22Q (46846.190000 sec): 3 clusters
  Score: Raw -2257874.004669 + Penalty 3196.425433 = -2254677.579236
  nChanged 6
		SP:Iteration 23Q (46846.440000 sec): 3 clusters
  Score: Raw -2257878.236599 + Penalty 3196.425433 = -2254681.811167
  nChanged 5
		SP:Iteration 24Q (46846.690000 sec): 3 clusters
  Score: Raw -2257881.162797 + Penalty 3196.425433 = -2254684.737364
  nChanged 5
		SP:Iteration 25Q (46846.980000 sec): 3 clusters
  Score: Raw -2257884.185611 + Penalty 3196.425433 = -2254687.760179
  nChanged 2
		SP:Iteration 26Q (46847.230000 sec): 3 clusters
  Score: Raw -2257884.962283 + Penalty 3196.425433 = -2254688.536851
  nChanged 0
		SP:Iteration 27F (46847.490000 sec): 3 clusters
  Score: Raw -2257884.962283 + Penalty 3196.425433 = -2254688.536851
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 35 (1165 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (46847.590000 sec): 2 clusters
  Score: Raw -138230.862594 + Penalty 1147.327409 = -137083.535184
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (46847.750000 sec): 3 clusters
  Score: Raw -137842.000411 + Penalty 2294.654819 = -135547.345592
  nChanged 393
		SP:Iteration 1F (46847.910000 sec): 3 clusters
  Score: Raw -138175.832682 + Penalty 2294.654819 = -135881.177863
  nChanged 92
		SP:Iteration 2F (46848.070000 sec): 3 clusters
  Score: Raw -138299.239669 + Penalty 2294.654819 = -136004.584850
  nChanged 58
		SP:Iteration 3Q (46848.230000 sec): 3 clusters
  Score: Raw -138373.833477 + Penalty 2294.654819 = -136079.178658
  nChanged 46
		SP:Iteration 4Q (46848.390000 sec): 3 clusters
  Score: Raw -138429.526956 + Penalty 2294.654819 = -136134.872137
  nChanged 37
		SP:Iteration 5Q (46848.550000 sec): 3 clusters
  Score: Raw -138477.817555 + Penalty 2294.654819 = -136183.162736
  nChanged 37
		SP:Iteration 6Q (46848.710000 sec): 3 clusters
  Score: Raw -138518.796947 + Penalty 2294.654819 = -136224.142128
  nChanged 25
		SP:Iteration 7Q (46848.910000 sec): 3 clusters
  Score: Raw -138544.258371 + Penalty 2294.654819 = -136249.603552
  nChanged 21
		SP:Iteration 8Q (46849.060000 sec): 3 clusters
  Score: Raw -138563.465424 + Penalty 2294.654819 = -136268.810605
  nChanged 14
		SP:Iteration 9Q (46849.210000 sec): 3 clusters
  Score: Raw -138577.969222 + Penalty 2294.654819 = -136283.314403
  nChanged 12
		SP:Iteration 10Q (46849.370000 sec): 3 clusters
  Score: Raw -138586.791141 + Penalty 2294.654819 = -136292.136322
  nChanged 9
		SP:Iteration 11Q (46849.530000 sec): 3 clusters
  Score: Raw -138597.036896 + Penalty 2294.654819 = -136302.382077
  nChanged 9
		SP:Iteration 12Q (46849.680000 sec): 3 clusters
  Score: Raw -138603.443718 + Penalty 2294.654819 = -136308.788899
  nChanged 6
		SP:Iteration 13Q (46849.830000 sec): 3 clusters
  Score: Raw -138607.948307 + Penalty 2294.654819 = -136313.293488
  nChanged 5
		SP:Iteration 14Q (46849.990000 sec): 3 clusters
  Score: Raw -138610.481411 + Penalty 2294.654819 = -136315.826592
  nChanged 1
		SP:Iteration 15Q (46850.160000 sec): 3 clusters
  Score: Raw -138610.690490 + Penalty 2294.654819 = -136316.035671
  nChanged 0
		SP:Iteration 16F (46850.290000 sec): 3 clusters
  Score: Raw -138610.690490 + Penalty 2294.654819 = -136316.035671
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 36 (692 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (46850.420000 sec): 2 clusters
  Score: Raw -81616.610141 + Penalty 1062.682718 = -80553.927423
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (46850.610000 sec): 3 clusters
  Score: Raw -81476.185173 + Penalty 2125.365436 = -79350.819738
  nChanged 173
		SP:Iteration 1F (46850.750000 sec): 3 clusters
  Score: Raw -81658.283492 + Penalty 2125.365436 = -79532.918056
  nChanged 42
		SP:Iteration 2F (46850.930000 sec): 3 clusters
  Score: Raw -81714.850005 + Penalty 2125.365436 = -79589.484569
  nChanged 22
		SP:Iteration 3Q (46851.130000 sec): 3 clusters
  Score: Raw -81742.075029 + Penalty 2125.365436 = -79616.709593
  nChanged 8
		SP:Iteration 4Q (46851.260000 sec): 3 clusters
  Score: Raw -81748.758131 + Penalty 2125.365436 = -79623.392696
  nChanged 2
		SP:Iteration 5Q (46851.450000 sec): 3 clusters
  Score: Raw -81751.576254 + Penalty 2125.365436 = -79626.210818
  nChanged 4
		SP:Iteration 6Q (46851.650000 sec): 3 clusters
  Score: Raw -81757.872526 + Penalty 2125.365436 = -79632.507091
  nChanged 3
		SP:Iteration 7Q (46851.770000 sec): 3 clusters
  Score: Raw -81762.204424 + Penalty 2125.365436 = -79636.838988
  nChanged 1
		SP:Iteration 8Q (46851.930000 sec): 3 clusters
  Score: Raw -81762.397660 + Penalty 2125.365436 = -79637.032224
  nChanged 0
		SP:Iteration 9F (46852.150000 sec): 3 clusters
  Score: Raw -81762.397660 + Penalty 2125.365436 = -79637.032224
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 37 (1841 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (46852.230000 sec): 2 clusters
  Score: Raw -236338.479131 + Penalty 1221.685429 = -235116.793702
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (46852.460000 sec): 3 clusters
  Score: Raw -235604.663604 + Penalty 2443.370859 = -233161.292745
  nChanged 631
		SP:Iteration 1F (46852.630000 sec): 3 clusters
  Score: Raw -236064.861608 + Penalty 2443.370859 = -233621.490749
  nChanged 194
		SP:Iteration 2F (46852.740000 sec): 3 clusters
  Score: Raw -236237.977634 + Penalty 2443.370859 = -233794.606776
  nChanged 126
		SP:Iteration 3F (46852.870000 sec): 3 clusters
  Score: Raw -236374.245879 + Penalty 2443.370859 = -233930.875020
  nChanged 90
		SP:Iteration 4Q (46853.020000 sec): 3 clusters
  Score: Raw -236456.027452 + Penalty 2443.370859 = -234012.656593
  nChanged 70
		SP:Iteration 5Q (46853.170000 sec): 3 clusters
  Score: Raw -236529.324682 + Penalty 2443.370859 = -234085.953823
  nChanged 70
		SP:Iteration 6Q (46853.310000 sec): 3 clusters
  Score: Raw -236591.366294 + Penalty 2443.370859 = -234147.995435
  nChanged 54
		SP:Iteration 7Q (46853.450000 sec): 3 clusters
  Score: Raw -236629.404005 + Penalty 2443.370859 = -234186.033146
  nChanged 39
		SP:Iteration 8Q (46853.590000 sec): 3 clusters
  Score: Raw -236657.073780 + Penalty 2443.370859 = -234213.702921
  nChanged 35
		SP:Iteration 9Q (46853.730000 sec): 3 clusters
  Score: Raw -236692.450104 + Penalty 2443.370859 = -234249.079245
  nChanged 41
		SP:Iteration 10Q (46853.840000 sec): 3 clusters
  Score: Raw -236725.598689 + Penalty 2443.370859 = -234282.227830
  nChanged 30
		SP:Iteration 11Q (46854.020000 sec): 3 clusters
  Score: Raw -236746.773269 + Penalty 2443.370859 = -234303.402410
  nChanged 22
		SP:Iteration 12Q (46854.160000 sec): 3 clusters
  Score: Raw -236759.551441 + Penalty 2443.370859 = -234316.180582
  nChanged 11
		SP:Iteration 13Q (46854.300000 sec): 3 clusters
  Score: Raw -236764.559756 + Penalty 2443.370859 = -234321.188897
  nChanged 4
		SP:Iteration 14Q (46854.440000 sec): 3 clusters
  Score: Raw -236768.442144 + Penalty 2443.370859 = -234325.071285
  nChanged 5
		SP:Iteration 15Q (46854.680000 sec): 3 clusters
  Score: Raw -236772.378501 + Penalty 2443.370859 = -234329.007642
  nChanged 4
		SP:Iteration 16Q (46854.890000 sec): 3 clusters
  Score: Raw -236774.869985 + Penalty 2443.370859 = -234331.499126
  nChanged 3
		SP:Iteration 17Q (46855.070000 sec): 3 clusters
  Score: Raw -236776.750539 + Penalty 2443.370859 = -234333.379680
  nChanged 3
		SP:Iteration 18Q (46855.200000 sec): 3 clusters
  Score: Raw -236778.829441 + Penalty 2443.370859 = -234335.458582
  nChanged 2
		SP:Iteration 19Q (46855.340000 sec): 3 clusters
  Score: Raw -236779.323525 + Penalty 2443.370859 = -234335.952667
  nChanged 0
		SP:Iteration 20F (46855.510000 sec): 3 clusters
  Score: Raw -236779.323525 + Penalty 2443.370859 = -234335.952667
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 38 (240 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (46855.580000 sec): 2 clusters
  Score: Raw -22724.810688 + Penalty 890.603825 = -21834.206863
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (46855.760000 sec): 3 clusters
  Score: Raw -22855.941149 + Penalty 1781.207650 = -21074.733499
  nChanged 52
		SP:Iteration 1F (46855.890000 sec): 3 clusters
  Score: Raw -22989.331632 + Penalty 1781.207650 = -21208.123982
  nChanged 16
		SP:Iteration 2F (46856.020000 sec): 3 clusters
  Score: Raw -23042.320837 + Penalty 1781.207650 = -21261.113186
  nChanged 12
		SP:Iteration 3Q (46856.150000 sec): 3 clusters
  Score: Raw -23085.727679 + Penalty 1781.207650 = -21304.520028
  nChanged 4
		SP:Iteration 4Q (46856.280000 sec): 3 clusters
  Score: Raw -23099.768421 + Penalty 1781.207650 = -21318.560771
  nChanged 2
		SP:Iteration 5Q (46856.470000 sec): 3 clusters
  Score: Raw -23107.863596 + Penalty 1781.207650 = -21326.655945
  nChanged 1
		SP:Iteration 6Q (46856.650000 sec): 3 clusters
  Score: Raw -23111.050425 + Penalty 1781.207650 = -21329.842775
  nChanged 1
		SP:Iteration 7Q (46856.840000 sec): 3 clusters
  Score: Raw -23113.443921 + Penalty 1781.207650 = -21332.236271
  nChanged 2
		SP:Iteration 8Q (46856.950000 sec): 3 clusters
  Score: Raw -23117.137887 + Penalty 1781.207650 = -21335.930237
  nChanged 0
		SP:Iteration 9F (46857.130000 sec): 3 clusters
  Score: Raw -23117.137887 + Penalty 1781.207650 = -21335.930237
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 39 (8894 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (46857.250000 sec): 2 clusters
  Score: Raw -1021133.400645 + Penalty 1477.633978 = -1019655.766667
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (46857.480000 sec): 3 clusters
  Score: Raw -1016177.549780 + Penalty 2955.267956 = -1013222.281825
  nChanged 3760
		SP:Iteration 1F (46857.680000 sec): 3 clusters
  Score: Raw -1018340.391871 + Penalty 2955.267956 = -1015385.123916
  nChanged 596
		SP:Iteration 2F (46857.880000 sec): 3 clusters
  Score: Raw -1018675.827971 + Penalty 2955.267956 = -1015720.560015
  nChanged 509
		SP:Iteration 3F (46858.100000 sec): 3 clusters
  Score: Raw -1018961.470378 + Penalty 2955.267956 = -1016006.202423
  nChanged 482
		SP:Iteration 4F (46858.350000 sec): 3 clusters
  Score: Raw -1019251.592053 + Penalty 2955.267956 = -1016296.324097
  nChanged 471
		SP:Iteration 5F (46858.590000 sec): 3 clusters
  Score: Raw -1019530.907246 + Penalty 2955.267956 = -1016575.639290
  nChanged 439
		SP:Iteration 6Q (46858.810000 sec): 3 clusters
  Score: Raw -1019808.308743 + Penalty 2955.267956 = -1016853.040787
  nChanged 423
		SP:Iteration 7Q (46859.070000 sec): 3 clusters
  Score: Raw -1020079.524245 + Penalty 2955.267956 = -1017124.256290
  nChanged 411
		SP:Iteration 8Q (46859.220000 sec): 3 clusters
  Score: Raw -1020360.324003 + Penalty 2955.267956 = -1017405.056048
  nChanged 403
		SP:Iteration 9Q (46859.440000 sec): 3 clusters
  Score: Raw -1020643.562233 + Penalty 2955.267956 = -1017688.294278
  nChanged 351
		SP:Iteration 10Q (46859.640000 sec): 3 clusters
  Score: Raw -1020904.050658 + Penalty 2955.267956 = -1017948.782703
  nChanged 269
		SP:Iteration 11Q (46859.870000 sec): 3 clusters
  Score: Raw -1021080.200024 + Penalty 2955.267956 = -1018124.932068
  nChanged 235
		SP:Iteration 12Q (46860.110000 sec): 3 clusters
  Score: Raw -1021227.800956 + Penalty 2955.267956 = -1018272.533001
  nChanged 180
		SP:Iteration 13Q (46860.310000 sec): 3 clusters
  Score: Raw -1021328.544064 + Penalty 2955.267956 = -1018373.276108
  nChanged 139
		SP:Iteration 14Q (46860.540000 sec): 3 clusters
  Score: Raw -1021394.918605 + Penalty 2955.267956 = -1018439.650650
  nChanged 104
		SP:Iteration 15Q (46860.780000 sec): 3 clusters
  Score: Raw -1021435.398556 + Penalty 2955.267956 = -1018480.130600
  nChanged 81
		SP:Iteration 16Q (46860.970000 sec): 3 clusters
  Score: Raw -1021466.883540 + Penalty 2955.267956 = -1018511.615584
  nChanged 74
		SP:Iteration 17Q (46861.180000 sec): 3 clusters
  Score: Raw -1021492.261819 + Penalty 2955.267956 = -1018536.993864
  nChanged 52
		SP:Iteration 18Q (46861.320000 sec): 3 clusters
  Score: Raw -1021509.578709 + Penalty 2955.267956 = -1018554.310754
  nChanged 46
		SP:Iteration 19Q (46861.460000 sec): 3 clusters
  Score: Raw -1021522.751231 + Penalty 2955.267956 = -1018567.483276
  nChanged 28
		SP:Iteration 20F (46861.670000 sec): 3 clusters
  Score: Raw -1021528.398788 + Penalty 2955.267956 = -1018573.130832
  nChanged 19
		SP:Iteration 21Q (46861.860000 sec): 3 clusters
  Score: Raw -1021531.210590 + Penalty 2955.267956 = -1018575.942634
  nChanged 11
		SP:Iteration 22Q (46862.060000 sec): 3 clusters
  Score: Raw -1021532.593758 + Penalty 2955.267956 = -1018577.325802
  nChanged 5
		SP:Iteration 23Q (46862.230000 sec): 3 clusters
  Score: Raw -1021533.272989 + Penalty 2955.267956 = -1018578.005033
  nChanged 5
		SP:Iteration 24Q (46862.410000 sec): 3 clusters
  Score: Raw -1021533.789874 + Penalty 2955.267956 = -1018578.521919
  nChanged 1
		SP:Iteration 25Q (46862.630000 sec): 3 clusters
  Score: Raw -1021534.043042 + Penalty 2955.267956 = -1018578.775087
  nChanged 2
		SP:Iteration 26Q (46862.850000 sec): 3 clusters
  Score: Raw -1021534.303678 + Penalty 2955.267956 = -1018579.035723
  nChanged 4
		SP:Iteration 27Q (46863.070000 sec): 3 clusters
  Score: Raw -1021534.768111 + Penalty 2955.267956 = -1018579.500155
  nChanged 6
		SP:Iteration 28Q (46863.280000 sec): 3 clusters
  Score: Raw -1021535.335415 + Penalty 2955.267956 = -1018580.067460
  nChanged 4
		SP:Iteration 29Q (46863.440000 sec): 3 clusters
  Score: Raw -1021535.837294 + Penalty 2955.267956 = -1018580.569339
  nChanged 2
		SP:Iteration 30Q (46863.640000 sec): 3 clusters
  Score: Raw -1021536.037626 + Penalty 2955.267956 = -1018580.769670
  nChanged 2
		SP:Iteration 31Q (46863.880000 sec): 3 clusters
  Score: Raw -1021536.240641 + Penalty 2955.267956 = -1018580.972685
  nChanged 3
		SP:Iteration 32Q (46864.150000 sec): 3 clusters
  Score: Raw -1021536.513312 + Penalty 2955.267956 = -1018581.245357
  nChanged 2
		SP:Iteration 33Q (46864.350000 sec): 3 clusters
  Score: Raw -1021536.745504 + Penalty 2955.267956 = -1018581.477548
  nChanged 3
		SP:Iteration 34Q (46864.590000 sec): 3 clusters
  Score: Raw -1021537.138444 + Penalty 2955.267956 = -1018581.870489
  nChanged 2
		SP:Iteration 35Q (46864.790000 sec): 3 clusters
  Score: Raw -1021537.484887 + Penalty 2955.267956 = -1018582.216931
  nChanged 1
		SP:Iteration 36Q (46865.010000 sec): 3 clusters
  Score: Raw -1021537.530294 + Penalty 2955.267956 = -1018582.262338
  nChanged 0
		SP:Iteration 37F (46865.300000 sec): 3 clusters
  Score: Raw -1021537.530294 + Penalty 2955.267956 = -1018582.262338
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 40 (201 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (46865.410000 sec): 2 clusters
  Score: Raw -16981.915518 + Penalty 861.787048 = -16120.128471
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (46865.610000 sec): 3 clusters
  Score: Raw -17118.056252 + Penalty 1723.574095 = -15394.482157
  nChanged 29
		SP:Iteration 1F (46865.730000 sec): 3 clusters
  Score: Raw -17189.216370 + Penalty 1723.574095 = -15465.642275
  nChanged 11
		SP:Iteration 2F (46865.860000 sec): 3 clusters
  Score: Raw -17231.736146 + Penalty 1723.574095 = -15508.162050
  nChanged 6
		SP:Iteration 3Q (46866.020000 sec): 3 clusters
  Score: Raw -17259.024285 + Penalty 1723.574095 = -15535.450190
  nChanged 3
		SP:Iteration 4Q (46866.180000 sec): 3 clusters
  Score: Raw -17263.879254 + Penalty 1723.574095 = -15540.305159
  nChanged 1
		SP:Iteration 5Q (46866.360000 sec): 3 clusters
  Score: Raw -17266.591453 + Penalty 1723.574095 = -15543.017358
  nChanged 0
		SP:Iteration 6F (46866.520000 sec): 3 clusters
  Score: Raw -17266.591453 + Penalty 1723.574095 = -15543.017358
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 41 (1025 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (46866.600000 sec): 2 clusters
  Score: Raw -127382.832955 + Penalty 1126.522782 = -126256.310172
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (46866.730000 sec): 3 clusters
  Score: Raw -127066.486248 + Penalty 2253.045565 = -124813.440683
  nChanged 303
		SP:Iteration 1F (46866.860000 sec): 3 clusters
  Score: Raw -127320.263470 + Penalty 2253.045565 = -125067.217905
  nChanged 69
		SP:Iteration 2F (46866.990000 sec): 3 clusters
  Score: Raw -127392.006383 + Penalty 2253.045565 = -125138.960818
  nChanged 41
		SP:Iteration 3Q (46867.130000 sec): 3 clusters
  Score: Raw -127419.939467 + Penalty 2253.045565 = -125166.893903
  nChanged 15
		SP:Iteration 4Q (46867.260000 sec): 3 clusters
  Score: Raw -127434.434095 + Penalty 2253.045565 = -125181.388531
  nChanged 13
		SP:Iteration 5Q (46867.410000 sec): 3 clusters
  Score: Raw -127445.776346 + Penalty 2253.045565 = -125192.730782
  nChanged 7
		SP:Iteration 6Q (46867.500000 sec): 3 clusters
  Score: Raw -127452.826145 + Penalty 2253.045565 = -125199.780580
  nChanged 9
		SP:Iteration 7Q (46867.650000 sec): 3 clusters
  Score: Raw -127462.071198 + Penalty 2253.045565 = -125209.025634
  nChanged 6
		SP:Iteration 8Q (46867.790000 sec): 3 clusters
  Score: Raw -127469.751250 + Penalty 2253.045565 = -125216.705685
  nChanged 5
		SP:Iteration 9Q (46867.910000 sec): 3 clusters
  Score: Raw -127473.042140 + Penalty 2253.045565 = -125219.996575
  nChanged 5
		SP:Iteration 10Q (46868.020000 sec): 3 clusters
  Score: Raw -127476.363265 + Penalty 2253.045565 = -125223.317700
  nChanged 1
		SP:Iteration 11Q (46868.240000 sec): 3 clusters
  Score: Raw -127476.918610 + Penalty 2253.045565 = -125223.873045
  nChanged 2
		SP:Iteration 12Q (46868.460000 sec): 3 clusters
  Score: Raw -127479.237563 + Penalty 2253.045565 = -125226.191998
  nChanged 3
		SP:Iteration 13Q (46868.590000 sec): 3 clusters
  Score: Raw -127483.936888 + Penalty 2253.045565 = -125230.891323
  nChanged 4
		SP:Iteration 14Q (46868.740000 sec): 3 clusters
  Score: Raw -127488.608067 + Penalty 2253.045565 = -125235.562503
  nChanged 6
		SP:Iteration 15Q (46868.840000 sec): 3 clusters
  Score: Raw -127493.051172 + Penalty 2253.045565 = -125240.005607
  nChanged 4
		SP:Iteration 16Q (46868.930000 sec): 3 clusters
  Score: Raw -127495.864415 + Penalty 2253.045565 = -125242.818850
  nChanged 5
		SP:Iteration 17Q (46869.030000 sec): 3 clusters
  Score: Raw -127500.063531 + Penalty 2253.045565 = -125247.017967
  nChanged 4
		SP:Iteration 18Q (46869.150000 sec): 3 clusters
  Score: Raw -127502.740179 + Penalty 2253.045565 = -125249.694615
  nChanged 0
		SP:Iteration 19F (46869.350000 sec): 3 clusters
  Score: Raw -127502.740179 + Penalty 2253.045565 = -125249.694615
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 42 (423 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (46869.440000 sec): 2 clusters
  Score: Raw -45914.886167 + Penalty 982.697979 = -44932.188188
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (46869.620000 sec): 3 clusters
  Score: Raw -45919.240068 + Penalty 1965.395958 = -43953.844110
  nChanged 98
		SP:Iteration 1F (46869.810000 sec): 3 clusters
  Score: Raw -46091.275973 + Penalty 1965.395958 = -44125.880015
  nChanged 31
		SP:Iteration 2F (46869.970000 sec): 3 clusters
  Score: Raw -46189.460099 + Penalty 1965.395958 = -44224.064141
  nChanged 19
		SP:Iteration 3Q (46870.160000 sec): 3 clusters
  Score: Raw -46261.351476 + Penalty 1965.395958 = -44295.955518
  nChanged 11
		SP:Iteration 4Q (46870.320000 sec): 3 clusters
  Score: Raw -46302.424379 + Penalty 1965.395958 = -44337.028421
  nChanged 12
		SP:Iteration 5Q (46870.440000 sec): 3 clusters
  Score: Raw -46338.877525 + Penalty 1965.395958 = -44373.481567
  nChanged 15
		SP:Iteration 6Q (46870.590000 sec): 3 clusters
  Score: Raw -46377.414042 + Penalty 1965.395958 = -44412.018084
  nChanged 11
		SP:Iteration 7Q (46870.800000 sec): 3 clusters
  Score: Raw -46427.748807 + Penalty 1965.395958 = -44462.352849
  nChanged 10
		SP:Iteration 8Q (46870.950000 sec): 3 clusters
  Score: Raw -46474.905269 + Penalty 1965.395958 = -44509.509311
  nChanged 11
		SP:Iteration 9Q (46871.140000 sec): 3 clusters
  Score: Raw -46514.746414 + Penalty 1965.395958 = -44549.350456
  nChanged 6
		SP:Iteration 10Q (46871.280000 sec): 3 clusters
  Score: Raw -46537.069566 + Penalty 1965.395958 = -44571.673608
  nChanged 8
		SP:Iteration 11Q (46871.480000 sec): 3 clusters
  Score: Raw -46568.597749 + Penalty 1965.395958 = -44603.201791
  nChanged 5
		SP:Iteration 12Q (46871.640000 sec): 3 clusters
  Score: Raw -46583.899657 + Penalty 1965.395958 = -44618.503699
  nChanged 6
		SP:Iteration 13Q (46871.800000 sec): 3 clusters
  Score: Raw -46627.180656 + Penalty 1965.395958 = -44661.784698
  nChanged 5
		SP:Iteration 14Q (46871.910000 sec): 3 clusters
  Score: Raw -46655.258767 + Penalty 1965.395958 = -44689.862808
  nChanged 3
		SP:Iteration 15Q (46872.060000 sec): 3 clusters
  Score: Raw -46664.014633 + Penalty 1965.395958 = -44698.618675
  nChanged 4
		SP:Iteration 16Q (46872.260000 sec): 3 clusters
  Score: Raw -46679.985140 + Penalty 1965.395958 = -44714.589182
  nChanged 3
		SP:Iteration 17Q (46872.430000 sec): 3 clusters
  Score: Raw -46698.744000 + Penalty 1965.395958 = -44733.348042
  nChanged 4
		SP:Iteration 18Q (46872.630000 sec): 3 clusters
  Score: Raw -46713.917786 + Penalty 1965.395958 = -44748.521828
  nChanged 3
		SP:Iteration 19Q (46872.830000 sec): 3 clusters
  Score: Raw -46717.810403 + Penalty 1965.395958 = -44752.414444
  nChanged 1
		SP:Iteration 20F (46873.000000 sec): 3 clusters
  Score: Raw -46719.380186 + Penalty 1965.395958 = -44753.984228
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 43 (3028 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (46873.080000 sec): 2 clusters
  Score: Raw -337849.775932 + Penalty 1302.544362 = -336547.231570
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (46873.170000 sec): 3 clusters
  Score: Raw -336396.221361 + Penalty 2605.088725 = -333791.132636
  nChanged 1143
		SP:Iteration 1F (46873.310000 sec): 3 clusters
  Score: Raw -337180.601122 + Penalty 2605.088725 = -334575.512397
  nChanged 309
		SP:Iteration 2F (46873.440000 sec): 3 clusters
  Score: Raw -337472.275654 + Penalty 2605.088725 = -334867.186929
  nChanged 236
		SP:Iteration 3F (46873.570000 sec): 3 clusters
  Score: Raw -337727.478338 + Penalty 2605.088725 = -335122.389613
  nChanged 208
		SP:Iteration 4F (46873.710000 sec): 3 clusters
  Score: Raw -337922.569046 + Penalty 2605.088725 = -335317.480321
  nChanged 200
		SP:Iteration 5F (46873.910000 sec): 3 clusters
  Score: Raw -338112.344433 + Penalty 2605.088725 = -335507.255708
  nChanged 132
		SP:Iteration 6Q (46874.070000 sec): 3 clusters
  Score: Raw -338232.390953 + Penalty 2605.088725 = -335627.302228
  nChanged 117
		SP:Iteration 7Q (46874.230000 sec): 3 clusters
  Score: Raw -338344.771774 + Penalty 2605.088725 = -335739.683049
  nChanged 81
		SP:Iteration 8Q (46874.390000 sec): 3 clusters
  Score: Raw -338423.679638 + Penalty 2605.088725 = -335818.590913
  nChanged 66
		SP:Iteration 9Q (46874.570000 sec): 3 clusters
  Score: Raw -338486.439150 + Penalty 2605.088725 = -335881.350425
  nChanged 47
		SP:Iteration 10Q (46874.750000 sec): 3 clusters
  Score: Raw -338514.878497 + Penalty 2605.088725 = -335909.789773
  nChanged 35
		SP:Iteration 11Q (46874.920000 sec): 3 clusters
  Score: Raw -338535.933736 + Penalty 2605.088725 = -335930.845011
  nChanged 18
		SP:Iteration 12Q (46875.130000 sec): 3 clusters
  Score: Raw -338546.691006 + Penalty 2605.088725 = -335941.602282
  nChanged 19
		SP:Iteration 13Q (46875.300000 sec): 3 clusters
  Score: Raw -338559.769854 + Penalty 2605.088725 = -335954.681129
  nChanged 25
		SP:Iteration 14Q (46875.450000 sec): 3 clusters
  Score: Raw -338574.291895 + Penalty 2605.088725 = -335969.203170
  nChanged 19
		SP:Iteration 15Q (46875.650000 sec): 3 clusters
  Score: Raw -338582.450632 + Penalty 2605.088725 = -335977.361907
  nChanged 16
		SP:Iteration 16Q (46875.820000 sec): 3 clusters
  Score: Raw -338588.356007 + Penalty 2605.088725 = -335983.267282
  nChanged 13
		SP:Iteration 17Q (46875.960000 sec): 3 clusters
  Score: Raw -338594.100139 + Penalty 2605.088725 = -335989.011414
  nChanged 9
		SP:Iteration 18Q (46876.130000 sec): 3 clusters
  Score: Raw -338596.806086 + Penalty 2605.088725 = -335991.717361
  nChanged 6
		SP:Iteration 19Q (46876.310000 sec): 3 clusters
  Score: Raw -338599.203845 + Penalty 2605.088725 = -335994.115121
  nChanged 3
		SP:Iteration 20F (46876.470000 sec): 3 clusters
  Score: Raw -338600.202943 + Penalty 2605.088725 = -335995.114218
  nChanged 2
		SP:Iteration 21Q (46876.670000 sec): 3 clusters
  Score: Raw -338600.622005 + Penalty 2605.088725 = -335995.533280
  nChanged 1
		SP:Iteration 22Q (46876.790000 sec): 3 clusters
  Score: Raw -338600.875145 + Penalty 2605.088725 = -335995.786421
  nChanged 0
		SP:Iteration 23F (46876.960000 sec): 3 clusters
  Score: Raw -338600.875145 + Penalty 2605.088725 = -335995.786421
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 44 (546 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (46877.070000 sec): 2 clusters
  Score: Raw -60142.558543 + Penalty 1024.175584 = -59118.382959
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (46877.230000 sec): 3 clusters
  Score: Raw -60090.650480 + Penalty 2048.351167 = -58042.299313
  nChanged 121
		SP:Iteration 1F (46877.430000 sec): 3 clusters
  Score: Raw -60299.243229 + Penalty 2048.351167 = -58250.892062
  nChanged 36
		SP:Iteration 2F (46877.580000 sec): 3 clusters
  Score: Raw -60353.128093 + Penalty 2048.351167 = -58304.776926
  nChanged 17
		SP:Iteration 3Q (46877.750000 sec): 3 clusters
  Score: Raw -60384.705084 + Penalty 2048.351167 = -58336.353917
  nChanged 20
		SP:Iteration 4Q (46877.930000 sec): 3 clusters
  Score: Raw -60432.050591 + Penalty 2048.351167 = -58383.699424
  nChanged 14
		SP:Iteration 5Q (46878.050000 sec): 3 clusters
  Score: Raw -60480.338514 + Penalty 2048.351167 = -58431.987346
  nChanged 14
		SP:Iteration 6Q (46878.180000 sec): 3 clusters
  Score: Raw -60517.886303 + Penalty 2048.351167 = -58469.535135
  nChanged 14
		SP:Iteration 7Q (46878.290000 sec): 3 clusters
  Score: Raw -60561.794890 + Penalty 2048.351167 = -58513.443723
  nChanged 10
		SP:Iteration 8Q (46878.520000 sec): 3 clusters
  Score: Raw -60581.204453 + Penalty 2048.351167 = -58532.853286
  nChanged 11
		SP:Iteration 9Q (46878.660000 sec): 3 clusters
  Score: Raw -60603.537830 + Penalty 2048.351167 = -58555.186663
  nChanged 6
		SP:Iteration 10Q (46878.850000 sec): 3 clusters
  Score: Raw -60623.050509 + Penalty 2048.351167 = -58574.699342
  nChanged 7
		SP:Iteration 11Q (46879.040000 sec): 3 clusters
  Score: Raw -60641.927514 + Penalty 2048.351167 = -58593.576347
  nChanged 7
		SP:Iteration 12Q (46879.130000 sec): 3 clusters
  Score: Raw -60657.808240 + Penalty 2048.351167 = -58609.457073
  nChanged 5
		SP:Iteration 13Q (46879.270000 sec): 3 clusters
  Score: Raw -60677.289710 + Penalty 2048.351167 = -58628.938542
  nChanged 4
		SP:Iteration 14Q (46879.440000 sec): 3 clusters
  Score: Raw -60684.731541 + Penalty 2048.351167 = -58636.380374
  nChanged 2
		SP:Iteration 15Q (46879.610000 sec): 3 clusters
  Score: Raw -60695.838447 + Penalty 2048.351167 = -58647.487280
  nChanged 4
		SP:Iteration 16Q (46879.690000 sec): 3 clusters
  Score: Raw -60703.092055 + Penalty 2048.351167 = -58654.740888
  nChanged 5
		SP:Iteration 17Q (46879.850000 sec): 3 clusters
  Score: Raw -60706.922890 + Penalty 2048.351167 = -58658.571723
  nChanged 2
		SP:Iteration 18Q (46879.960000 sec): 3 clusters
  Score: Raw -60712.280479 + Penalty 2048.351167 = -58663.929312
  nChanged 2
		SP:Iteration 19Q (46880.090000 sec): 3 clusters
  Score: Raw -60715.079936 + Penalty 2048.351167 = -58666.728769
  nChanged 0
		SP:Iteration 20F (46880.250000 sec): 3 clusters
  Score: Raw -60716.881570 + Penalty 2048.351167 = -58668.530403
  nChanged 1
		SP:Iteration 21Q (46880.430000 sec): 3 clusters
  Score: Raw -60720.339500 + Penalty 2048.351167 = -58671.988333
  nChanged 1
		SP:Iteration 22Q (46880.620000 sec): 3 clusters
  Score: Raw -60721.233789 + Penalty 2048.351167 = -58672.882622
  nChanged 0
		SP:Iteration 23F (46880.740000 sec): 3 clusters
  Score: Raw -60721.233789 + Penalty 2048.351167 = -58672.882622
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 45 (2869 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (46880.960000 sec): 2 clusters
  Score: Raw -354460.725129 + Penalty 1293.779308 = -353166.945822
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (46881.150000 sec): 3 clusters
  Score: Raw -353097.293035 + Penalty 2587.558615 = -350509.734420
  nChanged 1081
		SP:Iteration 1F (46881.370000 sec): 3 clusters
  Score: Raw -353749.045995 + Penalty 2587.558615 = -351161.487379
  nChanged 221
		SP:Iteration 2F (46881.580000 sec): 3 clusters
  Score: Raw -353893.399791 + Penalty 2587.558615 = -351305.841176
  nChanged 152
		SP:Iteration 3F (46881.770000 sec): 3 clusters
  Score: Raw -354003.934840 + Penalty 2587.558615 = -351416.376224
  nChanged 122
		SP:Iteration 4Q (46882.020000 sec): 3 clusters
  Score: Raw -354084.440686 + Penalty 2587.558615 = -351496.882071
  nChanged 90
		SP:Iteration 5Q (46882.280000 sec): 3 clusters
  Score: Raw -354135.201608 + Penalty 2587.558615 = -351547.642993
  nChanged 68
		SP:Iteration 6Q (46882.500000 sec): 3 clusters
  Score: Raw -354167.043037 + Penalty 2587.558615 = -351579.484422
  nChanged 58
		SP:Iteration 7Q (46882.760000 sec): 3 clusters
  Score: Raw -354195.270301 + Penalty 2587.558615 = -351607.711686
  nChanged 53
		SP:Iteration 8Q (46882.920000 sec): 3 clusters
  Score: Raw -354224.937984 + Penalty 2587.558615 = -351637.379369
  nChanged 64
		SP:Iteration 9Q (46883.120000 sec): 3 clusters
  Score: Raw -354264.836725 + Penalty 2587.558615 = -351677.278110
  nChanged 44
		SP:Iteration 10Q (46883.300000 sec): 3 clusters
  Score: Raw -354287.680211 + Penalty 2587.558615 = -351700.121596
  nChanged 41
		SP:Iteration 11Q (46883.460000 sec): 3 clusters
  Score: Raw -354308.898353 + Penalty 2587.558615 = -351721.339738
  nChanged 48
		SP:Iteration 12Q (46883.630000 sec): 3 clusters
  Score: Raw -354331.193162 + Penalty 2587.558615 = -351743.634547
  nChanged 35
		SP:Iteration 13Q (46883.870000 sec): 3 clusters
  Score: Raw -354342.172534 + Penalty 2587.558615 = -351754.613919
  nChanged 35
		SP:Iteration 14Q (46884.030000 sec): 3 clusters
  Score: Raw -354357.499815 + Penalty 2587.558615 = -351769.941200
  nChanged 29
		SP:Iteration 15Q (46884.180000 sec): 3 clusters
  Score: Raw -354371.848223 + Penalty 2587.558615 = -351784.289608
  nChanged 28
		SP:Iteration 16Q (46884.340000 sec): 3 clusters
  Score: Raw -354382.786102 + Penalty 2587.558615 = -351795.227487
  nChanged 26
		SP:Iteration 17Q (46884.470000 sec): 3 clusters
  Score: Raw -354392.923887 + Penalty 2587.558615 = -351805.365271
  nChanged 35
		SP:Iteration 18Q (46884.630000 sec): 3 clusters
  Score: Raw -354409.154600 + Penalty 2587.558615 = -351821.595985
  nChanged 34
		SP:Iteration 19Q (46884.840000 sec): 3 clusters
  Score: Raw -354423.585333 + Penalty 2587.558615 = -351836.026718
  nChanged 33
		SP:Iteration 20F (46885.060000 sec): 3 clusters
  Score: Raw -354441.438772 + Penalty 2587.558615 = -351853.880157
  nChanged 37
		SP:Iteration 21Q (46885.260000 sec): 3 clusters
  Score: Raw -354461.667233 + Penalty 2587.558615 = -351874.108618
  nChanged 28
		SP:Iteration 22Q (46885.390000 sec): 3 clusters
  Score: Raw -354475.406825 + Penalty 2587.558615 = -351887.848210
  nChanged 27
		SP:Iteration 23Q (46885.600000 sec): 3 clusters
  Score: Raw -354487.648477 + Penalty 2587.558615 = -351900.089862
  nChanged 30
		SP:Iteration 24Q (46885.880000 sec): 3 clusters
  Score: Raw -354504.158770 + Penalty 2587.558615 = -351916.600154
  nChanged 34
		SP:Iteration 25Q (46886.050000 sec): 3 clusters
  Score: Raw -354522.536304 + Penalty 2587.558615 = -351934.977689
  nChanged 37
		SP:Iteration 26Q (46886.220000 sec): 3 clusters
  Score: Raw -354541.939025 + Penalty 2587.558615 = -351954.380410
  nChanged 32
		SP:Iteration 27Q (46886.400000 sec): 3 clusters
  Score: Raw -354561.617040 + Penalty 2587.558615 = -351974.058424
  nChanged 35
		SP:Iteration 28Q (46886.530000 sec): 3 clusters
  Score: Raw -354582.514716 + Penalty 2587.558615 = -351994.956101
  nChanged 36
		SP:Iteration 29Q (46886.720000 sec): 3 clusters
  Score: Raw -354604.059848 + Penalty 2587.558615 = -352016.501233
  nChanged 26
		SP:Iteration 30Q (46886.880000 sec): 3 clusters
  Score: Raw -354619.545362 + Penalty 2587.558615 = -352031.986746
  nChanged 26
		SP:Iteration 31Q (46887.100000 sec): 3 clusters
  Score: Raw -354636.183214 + Penalty 2587.558615 = -352048.624599
  nChanged 17
		SP:Iteration 32Q (46887.340000 sec): 3 clusters
  Score: Raw -354646.505450 + Penalty 2587.558615 = -352058.946835
  nChanged 13
		SP:Iteration 33Q (46887.540000 sec): 3 clusters
  Score: Raw -354652.284185 + Penalty 2587.558615 = -352064.725570
  nChanged 8
		SP:Iteration 34Q (46887.720000 sec): 3 clusters
  Score: Raw -354661.338162 + Penalty 2587.558615 = -352073.779547
  nChanged 16
		SP:Iteration 35Q (46887.930000 sec): 3 clusters
  Score: Raw -354674.584632 + Penalty 2587.558615 = -352087.026017
  nChanged 18
		SP:Iteration 36Q (46888.130000 sec): 3 clusters
  Score: Raw -354689.356027 + Penalty 2587.558615 = -352101.797412
  nChanged 12
		SP:Iteration 37Q (46888.290000 sec): 3 clusters
  Score: Raw -354696.993329 + Penalty 2587.558615 = -352109.434714
  nChanged 6
		SP:Iteration 38Q (46888.430000 sec): 3 clusters
  Score: Raw -354700.046535 + Penalty 2587.558615 = -352112.487920
  nChanged 6
		SP:Iteration 39Q (46888.580000 sec): 3 clusters
  Score: Raw -354704.248665 + Penalty 2587.558615 = -352116.690050
  nChanged 7
		SP:Iteration 40F (46888.760000 sec): 3 clusters
  Score: Raw -354708.761581 + Penalty 2587.558615 = -352121.202966
  nChanged 4
		SP:Iteration 41Q (46888.900000 sec): 3 clusters
  Score: Raw -354712.479022 + Penalty 2587.558615 = -352124.920407
  nChanged 3
		SP:Iteration 42Q (46889.080000 sec): 3 clusters
  Score: Raw -354713.466296 + Penalty 2587.558615 = -352125.907681
  nChanged 1
		SP:Iteration 43Q (46889.250000 sec): 3 clusters
  Score: Raw -354714.139198 + Penalty 2587.558615 = -352126.580583
  nChanged 1
		SP:Iteration 44Q (46889.500000 sec): 3 clusters
  Score: Raw -354714.796017 + Penalty 2587.558615 = -352127.237401
  nChanged 3
		SP:Iteration 45Q (46889.670000 sec): 3 clusters
  Score: Raw -354716.072156 + Penalty 2587.558615 = -352128.513541
  nChanged 1
		SP:Iteration 46Q (46889.820000 sec): 3 clusters
  Score: Raw -354716.550722 + Penalty 2587.558615 = -352128.992107
  nChanged 1
		SP:Iteration 47Q (46889.960000 sec): 3 clusters
  Score: Raw -354716.917806 + Penalty 2587.558615 = -352129.359190
  nChanged 1
		SP:Iteration 48Q (46890.090000 sec): 3 clusters
  Score: Raw -354717.158029 + Penalty 2587.558615 = -352129.599414
  nChanged 0
		SP:Iteration 49F (46890.230000 sec): 3 clusters
  Score: Raw -354717.158029 + Penalty 2587.558615 = -352129.599414
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 46 (3255 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (46890.360000 sec): 2 clusters
  Score: Raw -403204.784668 + Penalty 1314.291478 = -401890.493190
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (46890.500000 sec): 3 clusters
  Score: Raw -401588.634327 + Penalty 2628.582955 = -398960.051371
  nChanged 1239
		SP:Iteration 1F (46890.670000 sec): 3 clusters
  Score: Raw -402306.812429 + Penalty 2628.582955 = -399678.229474
  nChanged 226
		SP:Iteration 2F (46890.810000 sec): 3 clusters
  Score: Raw -402430.632540 + Penalty 2628.582955 = -399802.049585
  nChanged 157
		SP:Iteration 3Q (46891.000000 sec): 3 clusters
  Score: Raw -402524.163735 + Penalty 2628.582955 = -399895.580779
  nChanged 111
		SP:Iteration 4Q (46891.150000 sec): 3 clusters
  Score: Raw -402579.756467 + Penalty 2628.582955 = -399951.173511
  nChanged 87
		SP:Iteration 5Q (46891.370000 sec): 3 clusters
  Score: Raw -402613.589840 + Penalty 2628.582955 = -399985.006885
  nChanged 46
		SP:Iteration 6Q (46891.520000 sec): 3 clusters
  Score: Raw -402633.015413 + Penalty 2628.582955 = -400004.432458
  nChanged 50
		SP:Iteration 7Q (46891.710000 sec): 3 clusters
  Score: Raw -402654.505375 + Penalty 2628.582955 = -400025.922420
  nChanged 45
		SP:Iteration 8Q (46891.880000 sec): 3 clusters
  Score: Raw -402675.448085 + Penalty 2628.582955 = -400046.865130
  nChanged 50
		SP:Iteration 9Q (46892.080000 sec): 3 clusters
  Score: Raw -402699.100015 + Penalty 2628.582955 = -400070.517060
  nChanged 47
		SP:Iteration 10Q (46892.220000 sec): 3 clusters
  Score: Raw -402721.109763 + Penalty 2628.582955 = -400092.526808
  nChanged 53
		SP:Iteration 11Q (46892.380000 sec): 3 clusters
  Score: Raw -402740.143130 + Penalty 2628.582955 = -400111.560175
  nChanged 38
		SP:Iteration 12Q (46892.540000 sec): 3 clusters
  Score: Raw -402753.553199 + Penalty 2628.582955 = -400124.970243
  nChanged 31
		SP:Iteration 13Q (46892.700000 sec): 3 clusters
  Score: Raw -402764.905515 + Penalty 2628.582955 = -400136.322559
  nChanged 33
		SP:Iteration 14Q (46892.860000 sec): 3 clusters
  Score: Raw -402780.544544 + Penalty 2628.582955 = -400151.961589
  nChanged 38
		SP:Iteration 15Q (46893.020000 sec): 3 clusters
  Score: Raw -402796.795969 + Penalty 2628.582955 = -400168.213014
  nChanged 48
		SP:Iteration 16Q (46893.180000 sec): 3 clusters
  Score: Raw -402814.685199 + Penalty 2628.582955 = -400186.102244
  nChanged 52
		SP:Iteration 17Q (46893.340000 sec): 3 clusters
  Score: Raw -402833.396167 + Penalty 2628.582955 = -400204.813212
  nChanged 42
		SP:Iteration 18Q (46893.500000 sec): 3 clusters
  Score: Raw -402850.040322 + Penalty 2628.582955 = -400221.457367
  nChanged 40
		SP:Iteration 19Q (46893.660000 sec): 3 clusters
  Score: Raw -402866.832606 + Penalty 2628.582955 = -400238.249651
  nChanged 37
		SP:Iteration 20F (46893.870000 sec): 3 clusters
  Score: Raw -402880.990785 + Penalty 2628.582955 = -400252.407830
  nChanged 34
		SP:Iteration 21Q (46894.000000 sec): 3 clusters
  Score: Raw -402895.452873 + Penalty 2628.582955 = -400266.869918
  nChanged 40
		SP:Iteration 22Q (46894.160000 sec): 3 clusters
  Score: Raw -402911.874711 + Penalty 2628.582955 = -400283.291756
  nChanged 42
		SP:Iteration 23Q (46894.320000 sec): 3 clusters
  Score: Raw -402930.887468 + Penalty 2628.582955 = -400302.304513
  nChanged 38
		SP:Iteration 24Q (46894.480000 sec): 3 clusters
  Score: Raw -402951.262775 + Penalty 2628.582955 = -400322.679819
  nChanged 48
		SP:Iteration 25Q (46894.650000 sec): 3 clusters
  Score: Raw -402979.390313 + Penalty 2628.582955 = -400350.807358
  nChanged 49
		SP:Iteration 26Q (46894.860000 sec): 3 clusters
  Score: Raw -403006.229023 + Penalty 2628.582955 = -400377.646067
  nChanged 43
		SP:Iteration 27Q (46895.020000 sec): 3 clusters
  Score: Raw -403029.055580 + Penalty 2628.582955 = -400400.472625
  nChanged 41
		SP:Iteration 28Q (46895.180000 sec): 3 clusters
  Score: Raw -403048.082737 + Penalty 2628.582955 = -400419.499781
  nChanged 35
		SP:Iteration 29Q (46895.340000 sec): 3 clusters
  Score: Raw -403068.470675 + Penalty 2628.582955 = -400439.887720
  nChanged 48
		SP:Iteration 30Q (46895.500000 sec): 3 clusters
  Score: Raw -403099.989399 + Penalty 2628.582955 = -400471.406443
  nChanged 43
		SP:Iteration 31Q (46895.680000 sec): 3 clusters
  Score: Raw -403122.526393 + Penalty 2628.582955 = -400493.943438
  nChanged 31
		SP:Iteration 32Q (46895.880000 sec): 3 clusters
  Score: Raw -403138.817645 + Penalty 2628.582955 = -400510.234689
  nChanged 24
		SP:Iteration 33Q (46896.020000 sec): 3 clusters
  Score: Raw -403153.560216 + Penalty 2628.582955 = -400524.977260
  nChanged 24
		SP:Iteration 34Q (46896.180000 sec): 3 clusters
  Score: Raw -403172.241823 + Penalty 2628.582955 = -400543.658868
  nChanged 28
		SP:Iteration 35Q (46896.340000 sec): 3 clusters
  Score: Raw -403189.565610 + Penalty 2628.582955 = -400560.982655
  nChanged 30
		SP:Iteration 36Q (46896.500000 sec): 3 clusters
  Score: Raw -403208.329852 + Penalty 2628.582955 = -400579.746897
  nChanged 23
		SP:Iteration 37Q (46896.660000 sec): 3 clusters
  Score: Raw -403221.783627 + Penalty 2628.582955 = -400593.200672
  nChanged 17
		SP:Iteration 38Q (46896.820000 sec): 3 clusters
  Score: Raw -403234.609616 + Penalty 2628.582955 = -400606.026660
  nChanged 21
		SP:Iteration 39Q (46896.980000 sec): 3 clusters
  Score: Raw -403252.428764 + Penalty 2628.582955 = -400623.845809
  nChanged 20
		SP:Iteration 40F (46897.140000 sec): 3 clusters
  Score: Raw -403267.207514 + Penalty 2628.582955 = -400638.624558
  nChanged 16
		SP:Iteration 41Q (46897.310000 sec): 3 clusters
  Score: Raw -403282.048855 + Penalty 2628.582955 = -400653.465900
  nChanged 20
		SP:Iteration 42Q (46897.470000 sec): 3 clusters
  Score: Raw -403300.101236 + Penalty 2628.582955 = -400671.518280
  nChanged 15
		SP:Iteration 43Q (46897.640000 sec): 3 clusters
  Score: Raw -403312.460046 + Penalty 2628.582955 = -400683.877091
  nChanged 11
		SP:Iteration 44Q (46897.800000 sec): 3 clusters
  Score: Raw -403324.429800 + Penalty 2628.582955 = -400695.846845
  nChanged 12
		SP:Iteration 45Q (46898.000000 sec): 3 clusters
  Score: Raw -403339.146037 + Penalty 2628.582955 = -400710.563082
  nChanged 16
		SP:Iteration 46Q (46898.140000 sec): 3 clusters
  Score: Raw -403356.033755 + Penalty 2628.582955 = -400727.450799
  nChanged 10
		SP:Iteration 47Q (46898.300000 sec): 3 clusters
  Score: Raw -403365.124273 + Penalty 2628.582955 = -400736.541317
  nChanged 9
		SP:Iteration 48Q (46898.460000 sec): 3 clusters
  Score: Raw -403371.121675 + Penalty 2628.582955 = -400742.538720
  nChanged 3
		SP:Iteration 49Q (46898.620000 sec): 3 clusters
  Score: Raw -403374.811212 + Penalty 2628.582955 = -400746.228257
  nChanged 3
		SP:Iteration 50Q (46898.780000 sec): 3 clusters
  Score: Raw -403378.556819 + Penalty 2628.582955 = -400749.973864
  nChanged 3
		SP:Iteration 51Q (46898.940000 sec): 3 clusters
  Score: Raw -403381.993539 + Penalty 2628.582955 = -400753.410583
  nChanged 4
		SP:Iteration 52Q (46899.100000 sec): 3 clusters
  Score: Raw -403384.971246 + Penalty 2628.582955 = -400756.388290
  nChanged 3
		SP:Iteration 53Q (46899.260000 sec): 3 clusters
  Score: Raw -403388.706969 + Penalty 2628.582955 = -400760.124014
  nChanged 2
		SP:Iteration 54Q (46899.420000 sec): 3 clusters
  Score: Raw -403392.828550 + Penalty 2628.582955 = -400764.245595
  nChanged 3
		SP:Iteration 55Q (46899.580000 sec): 3 clusters
  Score: Raw -403395.678893 + Penalty 2628.582955 = -400767.095938
  nChanged 3
		SP:Iteration 56Q (46899.740000 sec): 3 clusters
  Score: Raw -403398.798663 + Penalty 2628.582955 = -400770.215707
  nChanged 5
		SP:Iteration 57Q (46899.910000 sec): 3 clusters
  Score: Raw -403402.195280 + Penalty 2628.582955 = -400773.612325
  nChanged 1
		SP:Iteration 58Q (46900.090000 sec): 3 clusters
  Score: Raw -403402.556134 + Penalty 2628.582955 = -400773.973179
  nChanged 0
		SP:Iteration 59F (46900.320000 sec): 3 clusters
  Score: Raw -403402.556134 + Penalty 2628.582955 = -400773.973179
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 47 (1529 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (46900.400000 sec): 2 clusters
  Score: Raw -182359.592875 + Penalty 1191.509996 = -181168.082879
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (46900.600000 sec): 3 clusters
  Score: Raw -181751.981701 + Penalty 2383.019992 = -179368.961709
  nChanged 493
		SP:Iteration 1F (46900.720000 sec): 3 clusters
  Score: Raw -182084.419554 + Penalty 2383.019992 = -179701.399562
  nChanged 133
		SP:Iteration 2F (46900.900000 sec): 3 clusters
  Score: Raw -182198.265611 + Penalty 2383.019992 = -179815.245619
  nChanged 75
		SP:Iteration 3Q (46901.040000 sec): 3 clusters
  Score: Raw -182260.486116 + Penalty 2383.019992 = -179877.466124
  nChanged 47
		SP:Iteration 4Q (46901.200000 sec): 3 clusters
  Score: Raw -182299.395503 + Penalty 2383.019992 = -179916.375512
  nChanged 37
		SP:Iteration 5Q (46901.350000 sec): 3 clusters
  Score: Raw -182324.218072 + Penalty 2383.019992 = -179941.198080
  nChanged 34
		SP:Iteration 6Q (46901.510000 sec): 3 clusters
  Score: Raw -182350.543881 + Penalty 2383.019992 = -179967.523889
  nChanged 27
		SP:Iteration 7Q (46901.680000 sec): 3 clusters
  Score: Raw -182376.488699 + Penalty 2383.019992 = -179993.468707
  nChanged 27
		SP:Iteration 8Q (46901.810000 sec): 3 clusters
  Score: Raw -182401.830039 + Penalty 2383.019992 = -180018.810047
  nChanged 17
		SP:Iteration 9Q (46901.940000 sec): 3 clusters
  Score: Raw -182414.399442 + Penalty 2383.019992 = -180031.379450
  nChanged 12
		SP:Iteration 10Q (46902.060000 sec): 3 clusters
  Score: Raw -182418.027803 + Penalty 2383.019992 = -180035.007811
  nChanged 7
		SP:Iteration 11Q (46902.260000 sec): 3 clusters
  Score: Raw -182423.396841 + Penalty 2383.019992 = -180040.376849
  nChanged 7
		SP:Iteration 12Q (46902.430000 sec): 3 clusters
  Score: Raw -182426.955150 + Penalty 2383.019992 = -180043.935158
  nChanged 4
		SP:Iteration 13Q (46902.560000 sec): 3 clusters
  Score: Raw -182429.266633 + Penalty 2383.019992 = -180046.246641
  nChanged 5
		SP:Iteration 14Q (46902.710000 sec): 3 clusters
  Score: Raw -182433.037777 + Penalty 2383.019992 = -180050.017785
  nChanged 5
		SP:Iteration 15Q (46902.880000 sec): 3 clusters
  Score: Raw -182435.785559 + Penalty 2383.019992 = -180052.765567
  nChanged 6
		SP:Iteration 16Q (46903.020000 sec): 3 clusters
  Score: Raw -182438.762665 + Penalty 2383.019992 = -180055.742673
  nChanged 3
		SP:Iteration 17Q (46903.200000 sec): 3 clusters
  Score: Raw -182439.841689 + Penalty 2383.019992 = -180056.821697
  nChanged 4
		SP:Iteration 18Q (46903.370000 sec): 3 clusters
  Score: Raw -182441.945661 + Penalty 2383.019992 = -180058.925669
  nChanged 2
		SP:Iteration 19Q (46903.500000 sec): 3 clusters
  Score: Raw -182442.876642 + Penalty 2383.019992 = -180059.856651
  nChanged 1
		SP:Iteration 20F (46903.660000 sec): 3 clusters
  Score: Raw -182443.273879 + Penalty 2383.019992 = -180060.253887
  nChanged 1
		SP:Iteration 21Q (46903.810000 sec): 3 clusters
  Score: Raw -182443.834686 + Penalty 2383.019992 = -180060.814694
  nChanged 1
		SP:Iteration 22Q (46903.910000 sec): 3 clusters
  Score: Raw -182444.298641 + Penalty 2383.019992 = -180061.278649
  nChanged 2
		SP:Iteration 23Q (46904.040000 sec): 3 clusters
  Score: Raw -182444.663081 + Penalty 2383.019992 = -180061.643089
  nChanged 2
		SP:Iteration 24Q (46904.130000 sec): 3 clusters
  Score: Raw -182446.145397 + Penalty 2383.019992 = -180063.125405
  nChanged 2
		SP:Iteration 25Q (46904.260000 sec): 3 clusters
  Score: Raw -182446.896068 + Penalty 2383.019992 = -180063.876076
  nChanged 3
		SP:Iteration 26Q (46904.410000 sec): 3 clusters
  Score: Raw -182448.881569 + Penalty 2383.019992 = -180065.861577
  nChanged 3
		SP:Iteration 27Q (46904.570000 sec): 3 clusters
  Score: Raw -182449.909549 + Penalty 2383.019992 = -180066.889557
  nChanged 2
		SP:Iteration 28Q (46904.710000 sec): 3 clusters
  Score: Raw -182451.021071 + Penalty 2383.019992 = -180068.001079
  nChanged 2
		SP:Iteration 29Q (46904.840000 sec): 3 clusters
  Score: Raw -182451.622157 + Penalty 2383.019992 = -180068.602165
  nChanged 2
		SP:Iteration 30Q (46905.010000 sec): 3 clusters
  Score: Raw -182453.177544 + Penalty 2383.019992 = -180070.157552
  nChanged 1
		SP:Iteration 31Q (46905.170000 sec): 3 clusters
  Score: Raw -182453.869918 + Penalty 2383.019992 = -180070.849926
  nChanged 2
		SP:Iteration 32Q (46905.360000 sec): 3 clusters
  Score: Raw -182454.783907 + Penalty 2383.019992 = -180071.763915
  nChanged 2
		SP:Iteration 33Q (46905.530000 sec): 3 clusters
  Score: Raw -182455.328061 + Penalty 2383.019992 = -180072.308069
  nChanged 5
		SP:Iteration 34Q (46905.690000 sec): 3 clusters
  Score: Raw -182457.997519 + Penalty 2383.019992 = -180074.977527
  nChanged 6
		SP:Iteration 35Q (46905.850000 sec): 3 clusters
  Score: Raw -182460.951599 + Penalty 2383.019992 = -180077.931608
  nChanged 5
		SP:Iteration 36Q (46906.010000 sec): 3 clusters
  Score: Raw -182463.039624 + Penalty 2383.019992 = -180080.019632
  nChanged 5
		SP:Iteration 37Q (46906.130000 sec): 3 clusters
  Score: Raw -182465.227836 + Penalty 2383.019992 = -180082.207844
  nChanged 5
		SP:Iteration 38Q (46906.290000 sec): 3 clusters
  Score: Raw -182467.727015 + Penalty 2383.019992 = -180084.707023
  nChanged 2
		SP:Iteration 39Q (46906.460000 sec): 3 clusters
  Score: Raw -182470.578625 + Penalty 2383.019992 = -180087.558633
  nChanged 4
		SP:Iteration 40F (46906.640000 sec): 3 clusters
  Score: Raw -182473.525999 + Penalty 2383.019992 = -180090.506007
  nChanged 4
		SP:Iteration 41Q (46906.810000 sec): 3 clusters
  Score: Raw -182474.694822 + Penalty 2383.019992 = -180091.674830
  nChanged 0
		SP:Iteration 42F (46906.950000 sec): 3 clusters
  Score: Raw -182474.694822 + Penalty 2383.019992 = -180091.674830
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 48 (1271 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (46907.050000 sec): 2 clusters
  Score: Raw -149713.174754 + Penalty 1161.478382 = -148551.696372
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (46907.220000 sec): 3 clusters
  Score: Raw -149256.809930 + Penalty 2322.956763 = -146933.853167
  nChanged 408
		SP:Iteration 1F (46907.360000 sec): 3 clusters
  Score: Raw -149651.640913 + Penalty 2322.956763 = -147328.684150
  nChanged 108
		SP:Iteration 2F (46907.510000 sec): 3 clusters
  Score: Raw -149784.883142 + Penalty 2322.956763 = -147461.926379
  nChanged 90
		SP:Iteration 3F (46907.640000 sec): 3 clusters
  Score: Raw -149888.212287 + Penalty 2322.956763 = -147565.255524
  nChanged 64
		SP:Iteration 4F (46907.800000 sec): 3 clusters
  Score: Raw -149983.199402 + Penalty 2322.956763 = -147660.242639
  nChanged 61
		SP:Iteration 5Q (46907.970000 sec): 3 clusters
  Score: Raw -150046.441580 + Penalty 2322.956763 = -147723.484817
  nChanged 47
		SP:Iteration 6Q (46908.160000 sec): 3 clusters
  Score: Raw -150091.994354 + Penalty 2322.956763 = -147769.037591
  nChanged 36
		SP:Iteration 7Q (46908.290000 sec): 3 clusters
  Score: Raw -150136.604456 + Penalty 2322.956763 = -147813.647693
  nChanged 40
		SP:Iteration 8Q (46908.430000 sec): 3 clusters
  Score: Raw -150198.613857 + Penalty 2322.956763 = -147875.657094
  nChanged 47
		SP:Iteration 9Q (46908.560000 sec): 3 clusters
  Score: Raw -150281.897596 + Penalty 2322.956763 = -147958.940832
  nChanged 48
		SP:Iteration 10Q (46908.690000 sec): 3 clusters
  Score: Raw -150355.712932 + Penalty 2322.956763 = -148032.756169
  nChanged 32
		SP:Iteration 11Q (46908.870000 sec): 3 clusters
  Score: Raw -150412.023892 + Penalty 2322.956763 = -148089.067128
  nChanged 28
		SP:Iteration 12Q (46909.050000 sec): 3 clusters
  Score: Raw -150460.143689 + Penalty 2322.956763 = -148137.186926
  nChanged 30
		SP:Iteration 13Q (46909.170000 sec): 3 clusters
  Score: Raw -150516.410789 + Penalty 2322.956763 = -148193.454026
  nChanged 25
		SP:Iteration 14Q (46909.350000 sec): 3 clusters
  Score: Raw -150550.097215 + Penalty 2322.956763 = -148227.140452
  nChanged 13
		SP:Iteration 15Q (46909.490000 sec): 3 clusters
  Score: Raw -150567.287568 + Penalty 2322.956763 = -148244.330805
  nChanged 6
		SP:Iteration 16Q (46909.620000 sec): 3 clusters
  Score: Raw -150573.112957 + Penalty 2322.956763 = -148250.156194
  nChanged 6
		SP:Iteration 17Q (46909.790000 sec): 3 clusters
  Score: Raw -150579.773583 + Penalty 2322.956763 = -148256.816820
  nChanged 2
		SP:Iteration 18Q (46909.960000 sec): 3 clusters
  Score: Raw -150581.184638 + Penalty 2322.956763 = -148258.227875
  nChanged 2
		SP:Iteration 19Q (46910.150000 sec): 3 clusters
  Score: Raw -150583.387027 + Penalty 2322.956763 = -148260.430263
  nChanged 0
		SP:Iteration 20F (46910.330000 sec): 3 clusters
  Score: Raw -150591.005338 + Penalty 2322.956763 = -148268.048575
  nChanged 1
		SP:Iteration 21Q (46910.450000 sec): 3 clusters
  Score: Raw -150593.302520 + Penalty 2322.956763 = -148270.345757
  nChanged 0
		SP:Iteration 22F (46910.630000 sec): 3 clusters
  Score: Raw -150593.302520 + Penalty 2322.956763 = -148270.345757
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 49 (84 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (46910.680000 sec): 2 clusters
  Score: Raw -4076.500646 + Penalty 720.007730 = -3356.492916
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (46910.810000 sec): 3 clusters
  Score: Raw -4350.505141 + Penalty 1440.015460 = -2910.489682
  nChanged 5
		SP:Iteration 1F (46910.940000 sec): 3 clusters
  Score: Raw -4405.375110 + Penalty 1440.015460 = -2965.359651
  nChanged 1
		SP:Iteration 2Q (46911.030000 sec): 3 clusters
  Score: Raw -4412.058988 + Penalty 1440.015460 = -2972.043529
  nChanged 0
		SP:Iteration 3F (46911.120000 sec): 3 clusters
  Score: Raw -4412.058988 + Penalty 1440.015460 = -2972.043529
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 50 (8306 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (46911.260000 sec): 2 clusters
  Score: Raw -1007354.192784 + Penalty 1466.519181 = -1005887.673602
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (46911.460000 sec): 3 clusters
  Score: Raw -1002807.130880 + Penalty 2933.038363 = -999874.092517
  nChanged 3565
		SP:Iteration 1F (46911.640000 sec): 3 clusters
  Score: Raw -1004727.552423 + Penalty 2933.038363 = -1001794.514060
  nChanged 504
		SP:Iteration 2F (46911.870000 sec): 3 clusters
  Score: Raw -1004977.201205 + Penalty 2933.038363 = -1002044.162842
  nChanged 450
		SP:Iteration 3F (46912.060000 sec): 3 clusters
  Score: Raw -1005221.806768 + Penalty 2933.038363 = -1002288.768405
  nChanged 463
		SP:Iteration 4F (46912.260000 sec): 3 clusters
  Score: Raw -1005498.461229 + Penalty 2933.038363 = -1002565.422866
  nChanged 477
		SP:Iteration 5F (46912.480000 sec): 3 clusters
  Score: Raw -1005815.681224 + Penalty 2933.038363 = -1002882.642861
  nChanged 435
		SP:Iteration 6F (46912.660000 sec): 3 clusters
  Score: Raw -1006103.598285 + Penalty 2933.038363 = -1003170.559922
  nChanged 411
		SP:Iteration 7Q (46912.850000 sec): 3 clusters
  Score: Raw -1006397.095121 + Penalty 2933.038363 = -1003464.056758
  nChanged 390
		SP:Iteration 8Q (46913.040000 sec): 3 clusters
  Score: Raw -1006680.134030 + Penalty 2933.038363 = -1003747.095667
  nChanged 307
		SP:Iteration 9Q (46913.280000 sec): 3 clusters
  Score: Raw -1006885.829893 + Penalty 2933.038363 = -1003952.791530
  nChanged 241
		SP:Iteration 10Q (46913.430000 sec): 3 clusters
  Score: Raw -1007057.197048 + Penalty 2933.038363 = -1004124.158685
  nChanged 199
		SP:Iteration 11Q (46913.630000 sec): 3 clusters
  Score: Raw -1007188.226120 + Penalty 2933.038363 = -1004255.187757
  nChanged 136
		SP:Iteration 12Q (46913.820000 sec): 3 clusters
  Score: Raw -1007275.944420 + Penalty 2933.038363 = -1004342.906057
  nChanged 110
		SP:Iteration 13Q (46914.040000 sec): 3 clusters
  Score: Raw -1007348.603771 + Penalty 2933.038363 = -1004415.565408
  nChanged 61
		SP:Iteration 14Q (46914.210000 sec): 3 clusters
  Score: Raw -1007400.014355 + Penalty 2933.038363 = -1004466.975992
  nChanged 63
		SP:Iteration 15Q (46914.400000 sec): 3 clusters
  Score: Raw -1007455.152602 + Penalty 2933.038363 = -1004522.114240
  nChanged 48
		SP:Iteration 16Q (46914.610000 sec): 3 clusters
  Score: Raw -1007495.571539 + Penalty 2933.038363 = -1004562.533177
  nChanged 28
		SP:Iteration 17Q (46914.820000 sec): 3 clusters
  Score: Raw -1007516.168491 + Penalty 2933.038363 = -1004583.130128
  nChanged 15
		SP:Iteration 18Q (46915.020000 sec): 3 clusters
  Score: Raw -1007526.793279 + Penalty 2933.038363 = -1004593.754916
  nChanged 9
		SP:Iteration 19Q (46915.210000 sec): 3 clusters
  Score: Raw -1007534.833762 + Penalty 2933.038363 = -1004601.795399
  nChanged 8
		SP:Iteration 20F (46915.420000 sec): 3 clusters
  Score: Raw -1007544.239357 + Penalty 2933.038363 = -1004611.200994
  nChanged 13
		SP:Iteration 21Q (46915.600000 sec): 3 clusters
  Score: Raw -1007553.757317 + Penalty 2933.038363 = -1004620.718954
  nChanged 13
		SP:Iteration 22Q (46915.790000 sec): 3 clusters
  Score: Raw -1007564.187257 + Penalty 2933.038363 = -1004631.148894
  nChanged 13
		SP:Iteration 23Q (46915.970000 sec): 3 clusters
  Score: Raw -1007572.011093 + Penalty 2933.038363 = -1004638.972730
  nChanged 5
		SP:Iteration 24Q (46916.120000 sec): 3 clusters
  Score: Raw -1007577.320855 + Penalty 2933.038363 = -1004644.282492
  nChanged 5
		SP:Iteration 25Q (46916.330000 sec): 3 clusters
  Score: Raw -1007581.958487 + Penalty 2933.038363 = -1004648.920124
  nChanged 3
		SP:Iteration 26Q (46916.460000 sec): 3 clusters
  Score: Raw -1007583.139433 + Penalty 2933.038363 = -1004650.101070
  nChanged 0
		SP:Iteration 27F (46916.640000 sec): 3 clusters
  Score: Raw -1007583.139433 + Penalty 2933.038363 = -1004650.101070
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 51 (381 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (46916.710000 sec): 2 clusters
  Score: Raw -36659.761933 + Penalty 965.704898 = -35694.057035
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (46916.850000 sec): 3 clusters
  Score: Raw -36689.476065 + Penalty 1931.409797 = -34758.066268
  nChanged 86
		SP:Iteration 1F (46917.030000 sec): 3 clusters
  Score: Raw -36898.643910 + Penalty 1931.409797 = -34967.234113
  nChanged 23
		SP:Iteration 2F (46917.170000 sec): 3 clusters
  Score: Raw -36947.439944 + Penalty 1931.409797 = -35016.030147
  nChanged 12
		SP:Iteration 3Q (46917.360000 sec): 3 clusters
  Score: Raw -36969.352663 + Penalty 1931.409797 = -35037.942866
  nChanged 9
		SP:Iteration 4Q (46917.530000 sec): 3 clusters
  Score: Raw -37000.648099 + Penalty 1931.409797 = -35069.238302
  nChanged 7
		SP:Iteration 5Q (46917.700000 sec): 3 clusters
  Score: Raw -37024.157928 + Penalty 1931.409797 = -35092.748131
  nChanged 8
		SP:Iteration 6Q (46917.830000 sec): 3 clusters
  Score: Raw -37044.958409 + Penalty 1931.409797 = -35113.548612
  nChanged 6
		SP:Iteration 7Q (46917.930000 sec): 3 clusters
  Score: Raw -37061.276061 + Penalty 1931.409797 = -35129.866264
  nChanged 3
		SP:Iteration 8Q (46918.090000 sec): 3 clusters
  Score: Raw -37076.235120 + Penalty 1931.409797 = -35144.825323
  nChanged 5
		SP:Iteration 9Q (46918.250000 sec): 3 clusters
  Score: Raw -37088.684872 + Penalty 1931.409797 = -35157.275075
  nChanged 5
		SP:Iteration 10Q (46918.370000 sec): 3 clusters
  Score: Raw -37110.150473 + Penalty 1931.409797 = -35178.740676
  nChanged 4
		SP:Iteration 11Q (46918.530000 sec): 3 clusters
  Score: Raw -37121.616511 + Penalty 1931.409797 = -35190.206714
  nChanged 2
		SP:Iteration 12Q (46918.650000 sec): 3 clusters
  Score: Raw -37133.456299 + Penalty 1931.409797 = -35202.046502
  nChanged 1
		SP:Iteration 13Q (46918.800000 sec): 3 clusters
  Score: Raw -37152.986291 + Penalty 1931.409797 = -35221.576494
  nChanged 4
		SP:Iteration 14Q (46918.930000 sec): 3 clusters
  Score: Raw -37175.841333 + Penalty 1931.409797 = -35244.431536
  nChanged 3
		SP:Iteration 15Q (46919.090000 sec): 3 clusters
  Score: Raw -37184.863339 + Penalty 1931.409797 = -35253.453542
  nChanged 1
		SP:Iteration 16Q (46919.260000 sec): 3 clusters
  Score: Raw -37186.908327 + Penalty 1931.409797 = -35255.498530
  nChanged 0
		SP:Iteration 17F (46919.430000 sec): 3 clusters
  Score: Raw -37188.983565 + Penalty 1931.409797 = -35257.573768
  nChanged 1
		SP:Iteration 18Q (46919.580000 sec): 3 clusters
  Score: Raw -37206.264512 + Penalty 1931.409797 = -35274.854716
  nChanged 3
		SP:Iteration 19Q (46919.670000 sec): 3 clusters
  Score: Raw -37219.143947 + Penalty 1931.409797 = -35287.734150
  nChanged 3
		SP:Iteration 20F (46919.830000 sec): 3 clusters
  Score: Raw -37228.662959 + Penalty 1931.409797 = -35297.253162
  nChanged 5
		SP:Iteration 21Q (46919.950000 sec): 3 clusters
  Score: Raw -37248.314402 + Penalty 1931.409797 = -35316.904605
  nChanged 2
		SP:Iteration 22Q (46920.110000 sec): 3 clusters
  Score: Raw -37252.973728 + Penalty 1931.409797 = -35321.563931
  nChanged 2
		SP:Iteration 23Q (46920.260000 sec): 3 clusters
  Score: Raw -37260.164839 + Penalty 1931.409797 = -35328.755043
  nChanged 1
		SP:Iteration 24Q (46920.430000 sec): 3 clusters
  Score: Raw -37262.958694 + Penalty 1931.409797 = -35331.548897
  nChanged 0
		SP:Iteration 25F (46920.620000 sec): 3 clusters
  Score: Raw -37262.958694 + Penalty 1931.409797 = -35331.548897
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 52 (70 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (46920.690000 sec): 2 clusters
  Score: Raw -8367.593386 + Penalty 690.380477 = -7677.212909
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (46920.850000 sec): 3 clusters
  Score: Raw -8609.316533 + Penalty 1380.760954 = -7228.555579
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 53 (12739 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (46921.000000 sec): 2 clusters
  Score: Raw -1555694.328675 + Penalty 1536.018808 = -1554158.309867
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (46921.200000 sec): 3 clusters
  Score: Raw -1548357.364775 + Penalty 3072.037616 = -1545285.327160
  nChanged 5605
		SP:Iteration 1F (46921.410000 sec): 3 clusters
  Score: Raw -1551400.185952 + Penalty 3072.037616 = -1548328.148336
  nChanged 752
		SP:Iteration 2F (46921.590000 sec): 3 clusters
  Score: Raw -1551717.968815 + Penalty 3072.037616 = -1548645.931199
  nChanged 662
		SP:Iteration 3F (46921.810000 sec): 3 clusters
  Score: Raw -1551999.832283 + Penalty 3072.037616 = -1548927.794667
  nChanged 636
		SP:Iteration 4Q (46922.030000 sec): 3 clusters
  Score: Raw -1552296.364478 + Penalty 3072.037616 = -1549224.326862
  nChanged 618
		SP:Iteration 5Q (46922.270000 sec): 3 clusters
  Score: Raw -1552597.571923 + Penalty 3072.037616 = -1549525.534307
  nChanged 610
		SP:Iteration 6Q (46922.480000 sec): 3 clusters
  Score: Raw -1552937.294058 + Penalty 3072.037616 = -1549865.256443
  nChanged 642
		SP:Iteration 7F (46922.710000 sec): 3 clusters
  Score: Raw -1553330.209187 + Penalty 3072.037616 = -1550258.171571
  nChanged 631
		SP:Iteration 8Q (46922.940000 sec): 3 clusters
  Score: Raw -1553750.211572 + Penalty 3072.037616 = -1550678.173956
  nChanged 625
		SP:Iteration 9Q (46923.170000 sec): 3 clusters
  Score: Raw -1554208.349231 + Penalty 3072.037616 = -1551136.311615
  nChanged 545
		SP:Iteration 10Q (46923.390000 sec): 3 clusters
  Score: Raw -1554592.629367 + Penalty 3072.037616 = -1551520.591751
  nChanged 426
		SP:Iteration 11Q (46923.650000 sec): 3 clusters
  Score: Raw -1554896.411384 + Penalty 3072.037616 = -1551824.373768
  nChanged 357
		SP:Iteration 12Q (46923.830000 sec): 3 clusters
  Score: Raw -1555169.857289 + Penalty 3072.037616 = -1552097.819673
  nChanged 278
		SP:Iteration 13Q (46924.060000 sec): 3 clusters
  Score: Raw -1555387.744534 + Penalty 3072.037616 = -1552315.706918
  nChanged 194
		SP:Iteration 14Q (46924.270000 sec): 3 clusters
  Score: Raw -1555551.165528 + Penalty 3072.037616 = -1552479.127912
  nChanged 117
		SP:Iteration 15Q (46924.530000 sec): 3 clusters
  Score: Raw -1555655.960403 + Penalty 3072.037616 = -1552583.922787
  nChanged 82
		SP:Iteration 16Q (46924.750000 sec): 3 clusters
  Score: Raw -1555734.004629 + Penalty 3072.037616 = -1552661.967014
  nChanged 48
		SP:Iteration 17Q (46924.930000 sec): 3 clusters
  Score: Raw -1555783.879383 + Penalty 3072.037616 = -1552711.841767
  nChanged 36
		SP:Iteration 18Q (46925.100000 sec): 3 clusters
  Score: Raw -1555829.207555 + Penalty 3072.037616 = -1552757.169939
  nChanged 23
		SP:Iteration 19Q (46925.290000 sec): 3 clusters
  Score: Raw -1555855.005951 + Penalty 3072.037616 = -1552782.968335
  nChanged 14
		SP:Iteration 20F (46925.480000 sec): 3 clusters
  Score: Raw -1555872.678690 + Penalty 3072.037616 = -1552800.641074
  nChanged 9
		SP:Iteration 21Q (46925.680000 sec): 3 clusters
  Score: Raw -1555881.938159 + Penalty 3072.037616 = -1552809.900543
  nChanged 6
		SP:Iteration 22Q (46925.920000 sec): 3 clusters
  Score: Raw -1555889.136478 + Penalty 3072.037616 = -1552817.098862
  nChanged 6
		SP:Iteration 23Q (46926.130000 sec): 3 clusters
  Score: Raw -1555895.959728 + Penalty 3072.037616 = -1552823.922113
  nChanged 5
		SP:Iteration 24Q (46926.310000 sec): 3 clusters
  Score: Raw -1555901.563308 + Penalty 3072.037616 = -1552829.525692
  nChanged 4
		SP:Iteration 25Q (46926.550000 sec): 3 clusters
  Score: Raw -1555906.538256 + Penalty 3072.037616 = -1552834.500640
  nChanged 2
		SP:Iteration 26Q (46926.760000 sec): 3 clusters
  Score: Raw -1555908.003427 + Penalty 3072.037616 = -1552835.965811
  nChanged 2
		SP:Iteration 27Q (46926.990000 sec): 3 clusters
  Score: Raw -1555910.001472 + Penalty 3072.037616 = -1552837.963856
  nChanged 2
		SP:Iteration 28Q (46927.220000 sec): 3 clusters
  Score: Raw -1555911.894843 + Penalty 3072.037616 = -1552839.857227
  nChanged 2
		SP:Iteration 29Q (46927.460000 sec): 3 clusters
  Score: Raw -1555913.473704 + Penalty 3072.037616 = -1552841.436088
  nChanged 1
		SP:Iteration 30Q (46927.620000 sec): 3 clusters
  Score: Raw -1555913.757295 + Penalty 3072.037616 = -1552841.719679
  nChanged 0
		SP:Iteration 31F (46927.890000 sec): 3 clusters
  Score: Raw -1555913.757295 + Penalty 3072.037616 = -1552841.719679
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 54 (296 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (46927.970000 sec): 2 clusters
  Score: Raw -27137.621032 + Penalty 924.683411 = -26212.937621
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (46928.150000 sec): 3 clusters
  Score: Raw -27265.561572 + Penalty 1849.366823 = -25416.194749
  nChanged 62
		SP:Iteration 1F (46928.290000 sec): 3 clusters
  Score: Raw -27486.197333 + Penalty 1849.366823 = -25636.830511
  nChanged 17
		SP:Iteration 2F (46928.490000 sec): 3 clusters
  Score: Raw -27534.423271 + Penalty 1849.366823 = -25685.056448
  nChanged 5
		SP:Iteration 3Q (46928.640000 sec): 3 clusters
  Score: Raw -27553.826373 + Penalty 1849.366823 = -25704.459550
  nChanged 3
		SP:Iteration 4Q (46928.770000 sec): 3 clusters
  Score: Raw -27578.210421 + Penalty 1849.366823 = -25728.843599
  nChanged 2
		SP:Iteration 5Q (46928.930000 sec): 3 clusters
  Score: Raw -27590.962400 + Penalty 1849.366823 = -25741.595577
  nChanged 1
		SP:Iteration 6Q (46929.050000 sec): 3 clusters
  Score: Raw -27593.174641 + Penalty 1849.366823 = -25743.807818
  nChanged 0
		SP:Iteration 7F (46929.150000 sec): 3 clusters
  Score: Raw -27593.174641 + Penalty 1849.366823 = -25743.807818
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 55 (9071 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (46929.270000 sec): 2 clusters
  Score: Raw -1138637.501038 + Penalty 1480.836141 = -1137156.664897
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (46929.510000 sec): 3 clusters
  Score: Raw -1133595.924262 + Penalty 2961.672282 = -1130634.251980
  nChanged 3889
		SP:Iteration 1F (46929.730000 sec): 3 clusters
  Score: Raw -1135699.231054 + Penalty 2961.672282 = -1132737.558772
  nChanged 593
		SP:Iteration 2F (46929.940000 sec): 3 clusters
  Score: Raw -1136008.321595 + Penalty 2961.672282 = -1133046.649313
  nChanged 511
		SP:Iteration 3F (46930.140000 sec): 3 clusters
  Score: Raw -1136284.646237 + Penalty 2961.672282 = -1133322.973955
  nChanged 478
		SP:Iteration 4F (46930.400000 sec): 3 clusters
  Score: Raw -1136527.492362 + Penalty 2961.672282 = -1133565.820081
  nChanged 441
		SP:Iteration 5Q (46930.580000 sec): 3 clusters
  Score: Raw -1136729.960077 + Penalty 2961.672282 = -1133768.287795
  nChanged 408
		SP:Iteration 6Q (46930.820000 sec): 3 clusters
  Score: Raw -1136953.561196 + Penalty 2961.672282 = -1133991.888914
  nChanged 437
		SP:Iteration 7Q (46931.000000 sec): 3 clusters
  Score: Raw -1137215.915254 + Penalty 2961.672282 = -1134254.242972
  nChanged 442
		SP:Iteration 8Q (46931.220000 sec): 3 clusters
  Score: Raw -1137514.423857 + Penalty 2961.672282 = -1134552.751575
  nChanged 453
		SP:Iteration 9Q (46931.400000 sec): 3 clusters
  Score: Raw -1137845.740668 + Penalty 2961.672282 = -1134884.068386
  nChanged 430
		SP:Iteration 10Q (46931.610000 sec): 3 clusters
  Score: Raw -1138195.946518 + Penalty 2961.672282 = -1135234.274236
  nChanged 381
		SP:Iteration 11Q (46931.780000 sec): 3 clusters
  Score: Raw -1138514.800649 + Penalty 2961.672282 = -1135553.128367
  nChanged 292
		SP:Iteration 12Q (46932.010000 sec): 3 clusters
  Score: Raw -1138770.937638 + Penalty 2961.672282 = -1135809.265356
  nChanged 197
		SP:Iteration 13Q (46932.170000 sec): 3 clusters
  Score: Raw -1138921.253537 + Penalty 2961.672282 = -1135959.581255
  nChanged 107
		SP:Iteration 14Q (46932.380000 sec): 3 clusters
  Score: Raw -1139024.021473 + Penalty 2961.672282 = -1136062.349191
  nChanged 63
		SP:Iteration 15Q (46932.600000 sec): 3 clusters
  Score: Raw -1139093.892571 + Penalty 2961.672282 = -1136132.220289
  nChanged 37
		SP:Iteration 16Q (46932.820000 sec): 3 clusters
  Score: Raw -1139144.159649 + Penalty 2961.672282 = -1136182.487367
  nChanged 23
		SP:Iteration 17Q (46933.080000 sec): 3 clusters
  Score: Raw -1139172.353059 + Penalty 2961.672282 = -1136210.680777
  nChanged 18
		SP:Iteration 18Q (46933.240000 sec): 3 clusters
  Score: Raw -1139191.380214 + Penalty 2961.672282 = -1136229.707932
  nChanged 19
		SP:Iteration 19Q (46933.470000 sec): 3 clusters
  Score: Raw -1139214.450896 + Penalty 2961.672282 = -1136252.778614
  nChanged 16
		SP:Iteration 20F (46933.660000 sec): 3 clusters
  Score: Raw -1139233.640272 + Penalty 2961.672282 = -1136271.967990
  nChanged 10
		SP:Iteration 21Q (46933.880000 sec): 3 clusters
  Score: Raw -1139242.892322 + Penalty 2961.672282 = -1136281.220040
  nChanged 1
		SP:Iteration 22Q (46934.070000 sec): 3 clusters
  Score: Raw -1139245.168414 + Penalty 2961.672282 = -1136283.496132
  nChanged 1
		SP:Iteration 23Q (46934.250000 sec): 3 clusters
  Score: Raw -1139245.552642 + Penalty 2961.672282 = -1136283.880360
  nChanged 0
		SP:Iteration 24F (46934.450000 sec): 3 clusters
  Score: Raw -1139245.552642 + Penalty 2961.672282 = -1136283.880360
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 56 (165 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (46934.520000 sec): 2 clusters
  Score: Raw -19829.774858 + Penalty 829.716140 = -19000.058718
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (46934.670000 sec): 3 clusters
  Score: Raw -19949.866799 + Penalty 1659.432279 = -18290.434520
  nChanged 12
		SP:Iteration 1F (46934.840000 sec): 3 clusters
  Score: Raw -19993.071800 + Penalty 1659.432279 = -18333.639521
  nChanged 6
		SP:Iteration 2Q (46935.000000 sec): 3 clusters
  Score: Raw -20016.246107 + Penalty 1659.432279 = -18356.813828
  nChanged 3
		SP:Iteration 3Q (46935.170000 sec): 3 clusters
  Score: Raw -20022.902225 + Penalty 1659.432279 = -18363.469946
  nChanged 0
		SP:Iteration 4F (46935.360000 sec): 3 clusters
  Score: Raw -20022.902225 + Penalty 1659.432279 = -18363.469946
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 57 (33852 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (46935.610000 sec): 2 clusters
  Score: Raw -4097818.037425 + Penalty 1694.834921 = -4096123.202504
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (46935.970000 sec): 3 clusters
  Score: Raw -4076754.803468 + Penalty 3389.669842 = -4073365.133625
  nChanged 15552
		SP:Iteration 1F (46936.290000 sec): 3 clusters
  Score: Raw -4085315.762410 + Penalty 3389.669842 = -4081926.092568
  nChanged 1486
		SP:Iteration 2Q (46936.630000 sec): 3 clusters
  Score: Raw -4085755.149071 + Penalty 3389.669842 = -4082365.479228
  nChanged 1385
		SP:Iteration 3Q (46937.000000 sec): 3 clusters
  Score: Raw -4086159.261865 + Penalty 3389.669842 = -4082769.592023
  nChanged 1375
		SP:Iteration 4Q (46937.360000 sec): 3 clusters
  Score: Raw -4086583.952750 + Penalty 3389.669842 = -4083194.282908
  nChanged 1344
		SP:Iteration 5Q (46937.680000 sec): 3 clusters
  Score: Raw -4087021.132967 + Penalty 3389.669842 = -4083631.463125
  nChanged 1343
		SP:Iteration 6Q (46938.050000 sec): 3 clusters
  Score: Raw -4087454.695420 + Penalty 3389.669842 = -4084065.025578
  nChanged 1327
		SP:Iteration 7Q (46938.430000 sec): 3 clusters
  Score: Raw -4087879.047418 + Penalty 3389.669842 = -4084489.377575
  nChanged 1310
		SP:Iteration 8Q (46938.780000 sec): 3 clusters
  Score: Raw -4088302.581900 + Penalty 3389.669842 = -4084912.912058
  nChanged 1252
		SP:Iteration 9Q (46939.140000 sec): 3 clusters
  Score: Raw -4088720.183199 + Penalty 3389.669842 = -4085330.513357
  nChanged 1225
		SP:Iteration 10Q (46939.440000 sec): 3 clusters
  Score: Raw -4089162.775259 + Penalty 3389.669842 = -4085773.105417
  nChanged 1228
		SP:Iteration 11Q (46939.860000 sec): 3 clusters
  Score: Raw -4089622.868423 + Penalty 3389.669842 = -4086233.198580
  nChanged 1197
		SP:Iteration 12Q (46940.270000 sec): 3 clusters
  Score: Raw -4090085.663082 + Penalty 3389.669842 = -4086695.993240
  nChanged 1191
		SP:Iteration 13Q (46940.650000 sec): 3 clusters
  Score: Raw -4090612.483725 + Penalty 3389.669842 = -4087222.813883
  nChanged 1295
		SP:Iteration 14Q (46940.990000 sec): 3 clusters
  Score: Raw -4091286.520928 + Penalty 3389.669842 = -4087896.851086
  nChanged 1432
		SP:Iteration 15Q (46941.370000 sec): 3 clusters
  Score: Raw -4092147.808373 + Penalty 3389.669842 = -4088758.138531
  nChanged 1497
		SP:Iteration 16Q (46941.700000 sec): 3 clusters
  Score: Raw -4093160.615556 + Penalty 3389.669842 = -4089770.945713
  nChanged 1459
		SP:Iteration 17Q (46942.030000 sec): 3 clusters
  Score: Raw -4094260.068679 + Penalty 3389.669842 = -4090870.398837
  nChanged 1335
		SP:Iteration 18Q (46942.360000 sec): 3 clusters
  Score: Raw -4095342.083588 + Penalty 3389.669842 = -4091952.413746
  nChanged 1024
		SP:Iteration 19Q (46942.660000 sec): 3 clusters
  Score: Raw -4096168.171223 + Penalty 3389.669842 = -4092778.501381
  nChanged 776
		SP:Iteration 20F (46942.950000 sec): 3 clusters
  Score: Raw -4096804.377282 + Penalty 3389.669842 = -4093414.707439
  nChanged 535
		SP:Iteration 21Q (46943.230000 sec): 3 clusters
  Score: Raw -4097249.981967 + Penalty 3389.669842 = -4093860.312125
  nChanged 347
		SP:Iteration 22Q (46943.500000 sec): 3 clusters
  Score: Raw -4097573.836624 + Penalty 3389.669842 = -4094184.166782
  nChanged 259
		SP:Iteration 23Q (46943.800000 sec): 3 clusters
  Score: Raw -4097810.946151 + Penalty 3389.669842 = -4094421.276309
  nChanged 143
		SP:Iteration 24Q (46944.100000 sec): 3 clusters
  Score: Raw -4097927.898816 + Penalty 3389.669842 = -4094538.228974
  nChanged 89
		SP:Iteration 25Q (46944.440000 sec): 3 clusters
  Score: Raw -4097987.424006 + Penalty 3389.669842 = -4094597.754164
  nChanged 57
		SP:Iteration 26Q (46944.740000 sec): 3 clusters
  Score: Raw -4098029.951909 + Penalty 3389.669842 = -4094640.282067
  nChanged 53
		SP:Iteration 27Q (46945.060000 sec): 3 clusters
  Score: Raw -4098068.634709 + Penalty 3389.669842 = -4094678.964867
  nChanged 32
		SP:Iteration 28Q (46945.350000 sec): 3 clusters
  Score: Raw -4098088.531403 + Penalty 3389.669842 = -4094698.861561
  nChanged 22
		SP:Iteration 29Q (46945.610000 sec): 3 clusters
  Score: Raw -4098099.636176 + Penalty 3389.669842 = -4094709.966334
  nChanged 14
		SP:Iteration 30Q (46945.910000 sec): 3 clusters
  Score: Raw -4098106.066577 + Penalty 3389.669842 = -4094716.396734
  nChanged 9
		SP:Iteration 31Q (46946.220000 sec): 3 clusters
  Score: Raw -4098111.554729 + Penalty 3389.669842 = -4094721.884887
  nChanged 7
		SP:Iteration 32Q (46946.520000 sec): 3 clusters
  Score: Raw -4098114.223607 + Penalty 3389.669842 = -4094724.553765
  nChanged 4
		SP:Iteration 33Q (46946.810000 sec): 3 clusters
  Score: Raw -4098115.660192 + Penalty 3389.669842 = -4094725.990349
  nChanged 1
		SP:Iteration 34Q (46947.110000 sec): 3 clusters
  Score: Raw -4098115.728802 + Penalty 3389.669842 = -4094726.058960
  nChanged 0
		SP:Iteration 35F (46947.410000 sec): 3 clusters
  Score: Raw -4098115.728802 + Penalty 3389.669842 = -4094726.058960
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 58 (281 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (46947.520000 sec): 2 clusters
  Score: Raw -15415.508322 + Penalty 916.232634 = -14499.275688
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (46947.700000 sec): 3 clusters
  Score: Raw -15581.300519 + Penalty 1832.465268 = -13748.835252
  nChanged 54
		SP:Iteration 1F (46947.830000 sec): 3 clusters
  Score: Raw -15841.101637 + Penalty 1832.465268 = -14008.636370
  nChanged 25
		SP:Iteration 2F (46947.990000 sec): 3 clusters
  Score: Raw -16009.648523 + Penalty 1832.465268 = -14177.183255
  nChanged 13
		SP:Iteration 3Q (46948.180000 sec): 3 clusters
  Score: Raw -16110.189120 + Penalty 1832.465268 = -14277.723852
  nChanged 7
		SP:Iteration 4Q (46948.360000 sec): 3 clusters
  Score: Raw -16156.090865 + Penalty 1832.465268 = -14323.625598
  nChanged 3
		SP:Iteration 5Q (46948.530000 sec): 3 clusters
  Score: Raw -16172.485620 + Penalty 1832.465268 = -14340.020352
  nChanged 2
		SP:Iteration 6Q (46948.680000 sec): 3 clusters
  Score: Raw -16178.150334 + Penalty 1832.465268 = -14345.685066
  nChanged 0
		SP:Iteration 7F (46948.840000 sec): 3 clusters
  Score: Raw -16178.150334 + Penalty 1832.465268 = -14345.685066
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 59 (4915 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (46948.950000 sec): 2 clusters
  Score: Raw -597229.983338 + Penalty 1381.257643 = -595848.725695
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (46949.160000 sec): 3 clusters
  Score: Raw -594630.945891 + Penalty 2762.515286 = -591868.430606
  nChanged 2010
		SP:Iteration 1F (46949.340000 sec): 3 clusters
  Score: Raw -595773.303003 + Penalty 2762.515286 = -593010.787717
  nChanged 363
		SP:Iteration 2F (46949.490000 sec): 3 clusters
  Score: Raw -595990.055977 + Penalty 2762.515286 = -593227.540691
  nChanged 316
		SP:Iteration 3F (46949.670000 sec): 3 clusters
  Score: Raw -596202.508432 + Penalty 2762.515286 = -593439.993147
  nChanged 273
		SP:Iteration 4F (46949.820000 sec): 3 clusters
  Score: Raw -596391.980431 + Penalty 2762.515286 = -593629.465145
  nChanged 271
		SP:Iteration 5F (46950.010000 sec): 3 clusters
  Score: Raw -596580.903037 + Penalty 2762.515286 = -593818.387751
  nChanged 258
		SP:Iteration 6F (46950.190000 sec): 3 clusters
  Score: Raw -596754.662066 + Penalty 2762.515286 = -593992.146780
  nChanged 231
		SP:Iteration 7Q (46950.400000 sec): 3 clusters
  Score: Raw -596887.479939 + Penalty 2762.515286 = -594124.964653
  nChanged 190
		SP:Iteration 8Q (46950.610000 sec): 3 clusters
  Score: Raw -596977.895423 + Penalty 2762.515286 = -594215.380137
  nChanged 138
		SP:Iteration 9Q (46950.770000 sec): 3 clusters
  Score: Raw -597041.376147 + Penalty 2762.515286 = -594278.860861
  nChanged 100
		SP:Iteration 10Q (46950.920000 sec): 3 clusters
  Score: Raw -597085.410621 + Penalty 2762.515286 = -594322.895335
  nChanged 94
		SP:Iteration 11Q (46951.080000 sec): 3 clusters
  Score: Raw -597127.036124 + Penalty 2762.515286 = -594364.520838
  nChanged 70
		SP:Iteration 12Q (46951.240000 sec): 3 clusters
  Score: Raw -597155.585794 + Penalty 2762.515286 = -594393.070509
  nChanged 50
		SP:Iteration 13Q (46951.400000 sec): 3 clusters
  Score: Raw -597174.590284 + Penalty 2762.515286 = -594412.074998
  nChanged 47
		SP:Iteration 14Q (46951.560000 sec): 3 clusters
  Score: Raw -597191.727032 + Penalty 2762.515286 = -594429.211747
  nChanged 41
		SP:Iteration 15Q (46951.710000 sec): 3 clusters
  Score: Raw -597207.094880 + Penalty 2762.515286 = -594444.579594
  nChanged 34
		SP:Iteration 16Q (46951.870000 sec): 3 clusters
  Score: Raw -597218.969425 + Penalty 2762.515286 = -594456.454139
  nChanged 33
		SP:Iteration 17Q (46952.030000 sec): 3 clusters
  Score: Raw -597229.876061 + Penalty 2762.515286 = -594467.360775
  nChanged 23
		SP:Iteration 18Q (46952.190000 sec): 3 clusters
  Score: Raw -597237.697695 + Penalty 2762.515286 = -594475.182409
  nChanged 17
		SP:Iteration 19Q (46952.340000 sec): 3 clusters
  Score: Raw -597244.515573 + Penalty 2762.515286 = -594482.000288
  nChanged 23
		SP:Iteration 20F (46952.500000 sec): 3 clusters
  Score: Raw -597253.337679 + Penalty 2762.515286 = -594490.822393
  nChanged 18
		SP:Iteration 21Q (46952.660000 sec): 3 clusters
  Score: Raw -597258.818212 + Penalty 2762.515286 = -594496.302926
  nChanged 22
		SP:Iteration 22Q (46952.810000 sec): 3 clusters
  Score: Raw -597266.781755 + Penalty 2762.515286 = -594504.266469
  nChanged 20
		SP:Iteration 23Q (46952.970000 sec): 3 clusters
  Score: Raw -597272.893661 + Penalty 2762.515286 = -594510.378376
  nChanged 22
		SP:Iteration 24Q (46953.120000 sec): 3 clusters
  Score: Raw -597280.689128 + Penalty 2762.515286 = -594518.173843
  nChanged 20
		SP:Iteration 25Q (46953.280000 sec): 3 clusters
  Score: Raw -597287.284075 + Penalty 2762.515286 = -594524.768789
  nChanged 19
		SP:Iteration 26Q (46953.430000 sec): 3 clusters
  Score: Raw -597293.283861 + Penalty 2762.515286 = -594530.768575
  nChanged 19
		SP:Iteration 27Q (46953.580000 sec): 3 clusters
  Score: Raw -597299.679896 + Penalty 2762.515286 = -594537.164611
  nChanged 12
		SP:Iteration 28Q (46953.740000 sec): 3 clusters
  Score: Raw -597304.100797 + Penalty 2762.515286 = -594541.585512
  nChanged 14
		SP:Iteration 29Q (46953.900000 sec): 3 clusters
  Score: Raw -597309.417472 + Penalty 2762.515286 = -594546.902186
  nChanged 15
		SP:Iteration 30Q (46954.060000 sec): 3 clusters
  Score: Raw -597316.132660 + Penalty 2762.515286 = -594553.617374
  nChanged 15
		SP:Iteration 31Q (46954.210000 sec): 3 clusters
  Score: Raw -597321.142379 + Penalty 2762.515286 = -594558.627094
  nChanged 24
		SP:Iteration 32Q (46954.370000 sec): 3 clusters
  Score: Raw -597331.051599 + Penalty 2762.515286 = -594568.536313
  nChanged 23
		SP:Iteration 33Q (46954.520000 sec): 3 clusters
  Score: Raw -597342.602285 + Penalty 2762.515286 = -594580.086999
  nChanged 34
		SP:Iteration 34Q (46954.680000 sec): 3 clusters
  Score: Raw -597356.729954 + Penalty 2762.515286 = -594594.214669
  nChanged 27
		SP:Iteration 35Q (46954.840000 sec): 3 clusters
  Score: Raw -597369.059309 + Penalty 2762.515286 = -594606.544024
  nChanged 21
		SP:Iteration 36Q (46955.000000 sec): 3 clusters
  Score: Raw -597377.884475 + Penalty 2762.515286 = -594615.369190
  nChanged 21
		SP:Iteration 37Q (46955.150000 sec): 3 clusters
  Score: Raw -597388.878676 + Penalty 2762.515286 = -594626.363391
  nChanged 23
		SP:Iteration 38Q (46955.310000 sec): 3 clusters
  Score: Raw -597401.887876 + Penalty 2762.515286 = -594639.372591
  nChanged 18
		SP:Iteration 39Q (46955.460000 sec): 3 clusters
  Score: Raw -597413.539821 + Penalty 2762.515286 = -594651.024536
  nChanged 17
		SP:Iteration 40F (46955.620000 sec): 3 clusters
  Score: Raw -597419.873897 + Penalty 2762.515286 = -594657.358611
  nChanged 13
		SP:Iteration 41Q (46955.780000 sec): 3 clusters
  Score: Raw -597424.936635 + Penalty 2762.515286 = -594662.421350
  nChanged 7
		SP:Iteration 42Q (46955.930000 sec): 3 clusters
  Score: Raw -597428.163671 + Penalty 2762.515286 = -594665.648385
  nChanged 7
		SP:Iteration 43Q (46956.090000 sec): 3 clusters
  Score: Raw -597430.657224 + Penalty 2762.515286 = -594668.141939
  nChanged 4
		SP:Iteration 44Q (46956.240000 sec): 3 clusters
  Score: Raw -597431.853390 + Penalty 2762.515286 = -594669.338105
  nChanged 1
		SP:Iteration 45Q (46956.400000 sec): 3 clusters
  Score: Raw -597431.978932 + Penalty 2762.515286 = -594669.463647
  nChanged 1
		SP:Iteration 46Q (46956.560000 sec): 3 clusters
  Score: Raw -597432.547257 + Penalty 2762.515286 = -594670.031971
  nChanged 1
		SP:Iteration 47Q (46956.710000 sec): 3 clusters
  Score: Raw -597432.973528 + Penalty 2762.515286 = -594670.458243
  nChanged 1
		SP:Iteration 48Q (46956.870000 sec): 3 clusters
  Score: Raw -597433.625932 + Penalty 2762.515286 = -594671.110646
  nChanged 1
		SP:Iteration 49Q (46957.020000 sec): 3 clusters
  Score: Raw -597434.063978 + Penalty 2762.515286 = -594671.548692
  nChanged 2
		SP:Iteration 50Q (46957.180000 sec): 3 clusters
  Score: Raw -597434.723273 + Penalty 2762.515286 = -594672.207988
  nChanged 3
		SP:Iteration 51Q (46957.340000 sec): 3 clusters
  Score: Raw -597435.659726 + Penalty 2762.515286 = -594673.144441
  nChanged 2
		SP:Iteration 52Q (46957.500000 sec): 3 clusters
  Score: Raw -597436.324212 + Penalty 2762.515286 = -594673.808927
  nChanged 1
		SP:Iteration 53Q (46957.650000 sec): 3 clusters
  Score: Raw -597436.710104 + Penalty 2762.515286 = -594674.194818
  nChanged 2
		SP:Iteration 54Q (46957.810000 sec): 3 clusters
  Score: Raw -597437.558876 + Penalty 2762.515286 = -594675.043590
  nChanged 3
		SP:Iteration 55Q (46957.970000 sec): 3 clusters
  Score: Raw -597438.434836 + Penalty 2762.515286 = -594675.919551
  nChanged 2
		SP:Iteration 56Q (46958.120000 sec): 3 clusters
  Score: Raw -597438.931208 + Penalty 2762.515286 = -594676.415923
  nChanged 1
		SP:Iteration 57Q (46958.390000 sec): 3 clusters
  Score: Raw -597439.397929 + Penalty 2762.515286 = -594676.882644
  nChanged 1
		SP:Iteration 58Q (46958.540000 sec): 3 clusters
  Score: Raw -597439.868674 + Penalty 2762.515286 = -594677.353388
  nChanged 3
		SP:Iteration 59Q (46958.730000 sec): 3 clusters
  Score: Raw -597440.593269 + Penalty 2762.515286 = -594678.077983
  nChanged 2
		SP:Iteration 60F (46958.900000 sec): 3 clusters
  Score: Raw -597441.573266 + Penalty 2762.515286 = -594679.057980
  nChanged 2
		SP:Iteration 61Q (46959.060000 sec): 3 clusters
  Score: Raw -597442.209580 + Penalty 2762.515286 = -594679.694294
  nChanged 2
		SP:Iteration 62Q (46959.240000 sec): 3 clusters
  Score: Raw -597443.155977 + Penalty 2762.515286 = -594680.640692
  nChanged 3
		SP:Iteration 63Q (46959.400000 sec): 3 clusters
  Score: Raw -597444.654954 + Penalty 2762.515286 = -594682.139669
  nChanged 1
		SP:Iteration 64Q (46959.620000 sec): 3 clusters
  Score: Raw -597444.892944 + Penalty 2762.515286 = -594682.377658
  nChanged 1
		SP:Iteration 65Q (46959.770000 sec): 3 clusters
  Score: Raw -597445.338551 + Penalty 2762.515286 = -594682.823265
  nChanged 3
		SP:Iteration 66Q (46959.900000 sec): 3 clusters
  Score: Raw -597446.597250 + Penalty 2762.515286 = -594684.081965
  nChanged 1
		SP:Iteration 67Q (46960.100000 sec): 3 clusters
  Score: Raw -597446.878179 + Penalty 2762.515286 = -594684.362894
  nChanged 2
		SP:Iteration 68Q (46960.280000 sec): 3 clusters
  Score: Raw -597448.407798 + Penalty 2762.515286 = -594685.892512
  nChanged 2
		SP:Iteration 69Q (46960.470000 sec): 3 clusters
  Score: Raw -597449.123309 + Penalty 2762.515286 = -594686.608023
  nChanged 2
		SP:Iteration 70Q (46960.670000 sec): 3 clusters
  Score: Raw -597449.755986 + Penalty 2762.515286 = -594687.240700
  nChanged 0
		SP:Iteration 71F (46960.820000 sec): 3 clusters
  Score: Raw -597449.755986 + Penalty 2762.515286 = -594687.240700
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 60 (191 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (46961.000000 sec): 2 clusters
  Score: Raw -11233.259014 + Penalty 853.494432 = -10379.764582
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (46961.130000 sec): 3 clusters
  Score: Raw -11395.256504 + Penalty 1706.988864 = -9688.267640
  nChanged 44
		SP:Iteration 1F (46961.340000 sec): 3 clusters
  Score: Raw -11560.568743 + Penalty 1706.988864 = -9853.579879
  nChanged 13
		SP:Iteration 2F (46961.510000 sec): 3 clusters
  Score: Raw -11614.052844 + Penalty 1706.988864 = -9907.063979
  nChanged 4
		SP:Iteration 3Q (46961.700000 sec): 3 clusters
  Score: Raw -11635.001250 + Penalty 1706.988864 = -9928.012386
  nChanged 3
		SP:Iteration 4Q (46961.870000 sec): 3 clusters
  Score: Raw -11647.989555 + Penalty 1706.988864 = -9941.000691
  nChanged 0
		SP:Iteration 5F (46962.050000 sec): 3 clusters
  Score: Raw -11647.989555 + Penalty 1706.988864 = -9941.000691
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 61 (251 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (46962.150000 sec): 2 clusters
  Score: Raw -23477.671745 + Penalty 897.886103 = -22579.785642
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (46962.330000 sec): 3 clusters
  Score: Raw -23563.319731 + Penalty 1795.772205 = -21767.547525
  nChanged 52
		SP:Iteration 1F (46962.510000 sec): 3 clusters
  Score: Raw -23724.588915 + Penalty 1795.772205 = -21928.816709
  nChanged 9
		SP:Iteration 2Q (46962.670000 sec): 3 clusters
  Score: Raw -23767.542557 + Penalty 1795.772205 = -21971.770352
  nChanged 4
		SP:Iteration 3Q (46962.840000 sec): 3 clusters
  Score: Raw -23779.560256 + Penalty 1795.772205 = -21983.788051
  nChanged 3
		SP:Iteration 4Q (46963.020000 sec): 3 clusters
  Score: Raw -23798.548305 + Penalty 1795.772205 = -22002.776100
  nChanged 0
		SP:Iteration 5F (46963.210000 sec): 3 clusters
  Score: Raw -23798.548305 + Penalty 1795.772205 = -22002.776100
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 62 (294 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (46963.350000 sec): 2 clusters
  Score: Raw -21718.440393 + Penalty 923.581712 = -20794.858681
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (46963.510000 sec): 3 clusters
  Score: Raw -21832.455196 + Penalty 1847.163424 = -19985.291772
  nChanged 66
		SP:Iteration 1F (46963.710000 sec): 3 clusters
  Score: Raw -21993.694706 + Penalty 1847.163424 = -20146.531281
  nChanged 19
		SP:Iteration 2F (46963.930000 sec): 3 clusters
  Score: Raw -22059.497762 + Penalty 1847.163424 = -20212.334338
  nChanged 15
		SP:Iteration 3F (46964.150000 sec): 3 clusters
  Score: Raw -22149.684538 + Penalty 1847.163424 = -20302.521114
  nChanged 9
		SP:Iteration 4Q (46964.290000 sec): 3 clusters
  Score: Raw -22225.193835 + Penalty 1847.163424 = -20378.030411
  nChanged 4
		SP:Iteration 5Q (46964.450000 sec): 3 clusters
  Score: Raw -22272.399703 + Penalty 1847.163424 = -20425.236279
  nChanged 4
		SP:Iteration 6Q (46964.620000 sec): 3 clusters
  Score: Raw -22290.545344 + Penalty 1847.163424 = -20443.381920
  nChanged 4
		SP:Iteration 7Q (46964.760000 sec): 3 clusters
  Score: Raw -22298.284371 + Penalty 1847.163424 = -20451.120946
  nChanged 3
		SP:Iteration 8Q (46964.930000 sec): 3 clusters
  Score: Raw -22315.852699 + Penalty 1847.163424 = -20468.689275
  nChanged 5
		SP:Iteration 9Q (46965.100000 sec): 3 clusters
  Score: Raw -22334.876256 + Penalty 1847.163424 = -20487.712832
  nChanged 5
		SP:Iteration 10Q (46965.250000 sec): 3 clusters
  Score: Raw -22360.091090 + Penalty 1847.163424 = -20512.927666
  nChanged 1
		SP:Iteration 11Q (46965.370000 sec): 3 clusters
  Score: Raw -22362.248533 + Penalty 1847.163424 = -20515.085109
  nChanged 0
		SP:Iteration 12F (46965.560000 sec): 3 clusters
  Score: Raw -22362.248533 + Penalty 1847.163424 = -20515.085109
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 63 (3736 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (46965.690000 sec): 2 clusters
  Score: Raw -505445.956258 + Penalty 1336.687755 = -504109.268503
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (46965.850000 sec): 3 clusters
  Score: Raw -503630.026041 + Penalty 2673.375510 = -500956.650531
  nChanged 1439
		SP:Iteration 1F (46965.990000 sec): 3 clusters
  Score: Raw -504431.080535 + Penalty 2673.375510 = -501757.705026
  nChanged 298
		SP:Iteration 2F (46966.170000 sec): 3 clusters
  Score: Raw -504616.282461 + Penalty 2673.375510 = -501942.906951
  nChanged 211
		SP:Iteration 3F (46966.310000 sec): 3 clusters
  Score: Raw -504725.570804 + Penalty 2673.375510 = -502052.195295
  nChanged 132
		SP:Iteration 4Q (46966.440000 sec): 3 clusters
  Score: Raw -504809.049394 + Penalty 2673.375510 = -502135.673884
  nChanged 132
		SP:Iteration 5Q (46966.580000 sec): 3 clusters
  Score: Raw -504891.634748 + Penalty 2673.375510 = -502218.259238
  nChanged 122
		SP:Iteration 6Q (46966.720000 sec): 3 clusters
  Score: Raw -504963.138579 + Penalty 2673.375510 = -502289.763069
  nChanged 110
		SP:Iteration 7Q (46966.950000 sec): 3 clusters
  Score: Raw -505029.749681 + Penalty 2673.375510 = -502356.374171
  nChanged 108
		SP:Iteration 8Q (46967.150000 sec): 3 clusters
  Score: Raw -505088.124502 + Penalty 2673.375510 = -502414.748992
  nChanged 86
		SP:Iteration 9Q (46967.350000 sec): 3 clusters
  Score: Raw -505127.495902 + Penalty 2673.375510 = -502454.120392
  nChanged 77
		SP:Iteration 10Q (46967.530000 sec): 3 clusters
  Score: Raw -505160.927221 + Penalty 2673.375510 = -502487.551711
  nChanged 67
		SP:Iteration 11Q (46967.700000 sec): 3 clusters
  Score: Raw -505188.702096 + Penalty 2673.375510 = -502515.326586
  nChanged 51
		SP:Iteration 12Q (46967.830000 sec): 3 clusters
  Score: Raw -505208.436869 + Penalty 2673.375510 = -502535.061359
  nChanged 51
		SP:Iteration 13Q (46967.960000 sec): 3 clusters
  Score: Raw -505227.214638 + Penalty 2673.375510 = -502553.839129
  nChanged 47
		SP:Iteration 14Q (46968.060000 sec): 3 clusters
  Score: Raw -505247.406945 + Penalty 2673.375510 = -502574.031435
  nChanged 60
		SP:Iteration 15Q (46968.190000 sec): 3 clusters
  Score: Raw -505274.782130 + Penalty 2673.375510 = -502601.406620
  nChanged 56
		SP:Iteration 16Q (46968.330000 sec): 3 clusters
  Score: Raw -505302.704613 + Penalty 2673.375510 = -502629.329103
  nChanged 59
		SP:Iteration 17Q (46968.470000 sec): 3 clusters
  Score: Raw -505331.488660 + Penalty 2673.375510 = -502658.113150
  nChanged 68
		SP:Iteration 18Q (46968.630000 sec): 3 clusters
  Score: Raw -505365.717533 + Penalty 2673.375510 = -502692.342023
  nChanged 72
		SP:Iteration 19Q (46968.820000 sec): 3 clusters
  Score: Raw -505406.083953 + Penalty 2673.375510 = -502732.708443
  nChanged 76
		SP:Iteration 20F (46968.950000 sec): 3 clusters
  Score: Raw -505450.307508 + Penalty 2673.375510 = -502776.931998
  nChanged 72
		SP:Iteration 21Q (46969.130000 sec): 3 clusters
  Score: Raw -505511.332731 + Penalty 2673.375510 = -502837.957222
  nChanged 83
		SP:Iteration 22Q (46969.260000 sec): 3 clusters
  Score: Raw -505569.916366 + Penalty 2673.375510 = -502896.540856
  nChanged 75
		SP:Iteration 23Q (46969.440000 sec): 3 clusters
  Score: Raw -505629.716156 + Penalty 2673.375510 = -502956.340646
  nChanged 61
		SP:Iteration 24Q (46969.570000 sec): 3 clusters
  Score: Raw -505675.849636 + Penalty 2673.375510 = -503002.474126
  nChanged 67
		SP:Iteration 25Q (46969.760000 sec): 3 clusters
  Score: Raw -505716.146977 + Penalty 2673.375510 = -503042.771467
  nChanged 65
		SP:Iteration 26Q (46969.890000 sec): 3 clusters
  Score: Raw -505762.499230 + Penalty 2673.375510 = -503089.123721
  nChanged 55
		SP:Iteration 27Q (46970.080000 sec): 3 clusters
  Score: Raw -505812.131497 + Penalty 2673.375510 = -503138.755988
  nChanged 62
		SP:Iteration 28Q (46970.260000 sec): 3 clusters
  Score: Raw -505863.661015 + Penalty 2673.375510 = -503190.285505
  nChanged 45
		SP:Iteration 29Q (46970.390000 sec): 3 clusters
  Score: Raw -505906.934716 + Penalty 2673.375510 = -503233.559206
  nChanged 60
		SP:Iteration 30Q (46970.560000 sec): 3 clusters
  Score: Raw -505968.513475 + Penalty 2673.375510 = -503295.137965
  nChanged 45
		SP:Iteration 31Q (46970.730000 sec): 3 clusters
  Score: Raw -506017.547914 + Penalty 2673.375510 = -503344.172404
  nChanged 49
		SP:Iteration 32Q (46970.910000 sec): 3 clusters
  Score: Raw -506078.567304 + Penalty 2673.375510 = -503405.191795
  nChanged 51
		SP:Iteration 33Q (46971.100000 sec): 3 clusters
  Score: Raw -506126.851115 + Penalty 2673.375510 = -503453.475605
  nChanged 36
		SP:Iteration 34Q (46971.250000 sec): 3 clusters
  Score: Raw -506151.954214 + Penalty 2673.375510 = -503478.578704
  nChanged 18
		SP:Iteration 35Q (46971.440000 sec): 3 clusters
  Score: Raw -506169.782929 + Penalty 2673.375510 = -503496.407420
  nChanged 20
		SP:Iteration 36Q (46971.660000 sec): 3 clusters
  Score: Raw -506185.241002 + Penalty 2673.375510 = -503511.865493
  nChanged 13
		SP:Iteration 37Q (46971.820000 sec): 3 clusters
  Score: Raw -506196.714422 + Penalty 2673.375510 = -503523.338913
  nChanged 11
		SP:Iteration 38Q (46971.960000 sec): 3 clusters
  Score: Raw -506207.164384 + Penalty 2673.375510 = -503533.788874
  nChanged 7
		SP:Iteration 39Q (46972.090000 sec): 3 clusters
  Score: Raw -506212.820322 + Penalty 2673.375510 = -503539.444812
  nChanged 5
		SP:Iteration 40F (46972.280000 sec): 3 clusters
  Score: Raw -506216.892404 + Penalty 2673.375510 = -503543.516894
  nChanged 7
		SP:Iteration 41Q (46972.440000 sec): 3 clusters
  Score: Raw -506221.416580 + Penalty 2673.375510 = -503548.041070
  nChanged 6
		SP:Iteration 42Q (46972.690000 sec): 3 clusters
  Score: Raw -506225.081268 + Penalty 2673.375510 = -503551.705758
  nChanged 4
		SP:Iteration 43Q (46972.850000 sec): 3 clusters
  Score: Raw -506226.775940 + Penalty 2673.375510 = -503553.400430
  nChanged 2
		SP:Iteration 44Q (46973.040000 sec): 3 clusters
  Score: Raw -506227.680602 + Penalty 2673.375510 = -503554.305093
  nChanged 0
		SP:Iteration 45F (46973.180000 sec): 3 clusters
  Score: Raw -506227.680602 + Penalty 2673.375510 = -503554.305093
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 64 (10982 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (46973.380000 sec): 2 clusters
  Score: Raw -1323316.566377 + Penalty 1511.902088 = -1321804.664289
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (46973.580000 sec): 3 clusters
  Score: Raw -1316992.657362 + Penalty 3023.804176 = -1313968.853186
  nChanged 4792
		SP:Iteration 1F (46973.810000 sec): 3 clusters
  Score: Raw -1319554.024921 + Penalty 3023.804176 = -1316530.220745
  nChanged 679
		SP:Iteration 2F (46974.080000 sec): 3 clusters
  Score: Raw -1319843.116554 + Penalty 3023.804176 = -1316819.312379
  nChanged 571
		SP:Iteration 3F (46974.330000 sec): 3 clusters
  Score: Raw -1320091.097303 + Penalty 3023.804176 = -1317067.293128
  nChanged 500
		SP:Iteration 4Q (46974.600000 sec): 3 clusters
  Score: Raw -1320334.650563 + Penalty 3023.804176 = -1317310.846387
  nChanged 497
		SP:Iteration 5Q (46974.860000 sec): 3 clusters
  Score: Raw -1320577.790295 + Penalty 3023.804176 = -1317553.986120
  nChanged 512
		SP:Iteration 6Q (46975.090000 sec): 3 clusters
  Score: Raw -1320880.199550 + Penalty 3023.804176 = -1317856.395375
  nChanged 541
		SP:Iteration 7Q (46975.360000 sec): 3 clusters
  Score: Raw -1321239.318490 + Penalty 3023.804176 = -1318215.514315
  nChanged 567
		SP:Iteration 8F (46975.590000 sec): 3 clusters
  Score: Raw -1321633.990047 + Penalty 3023.804176 = -1318610.185871
  nChanged 540
		SP:Iteration 9Q (46975.860000 sec): 3 clusters
  Score: Raw -1322032.755948 + Penalty 3023.804176 = -1319008.951773
  nChanged 481
		SP:Iteration 10Q (46976.100000 sec): 3 clusters
  Score: Raw -1322372.135049 + Penalty 3023.804176 = -1319348.330874
  nChanged 393
		SP:Iteration 11Q (46976.310000 sec): 3 clusters
  Score: Raw -1322652.307983 + Penalty 3023.804176 = -1319628.503807
  nChanged 315
		SP:Iteration 12Q (46976.580000 sec): 3 clusters
  Score: Raw -1322856.558470 + Penalty 3023.804176 = -1319832.754295
  nChanged 237
		SP:Iteration 13Q (46976.840000 sec): 3 clusters
  Score: Raw -1323007.924364 + Penalty 3023.804176 = -1319984.120189
  nChanged 206
		SP:Iteration 14Q (46977.070000 sec): 3 clusters
  Score: Raw -1323124.226346 + Penalty 3023.804176 = -1320100.422171
  nChanged 172
		SP:Iteration 15Q (46977.280000 sec): 3 clusters
  Score: Raw -1323211.841981 + Penalty 3023.804176 = -1320188.037806
  nChanged 132
		SP:Iteration 16Q (46977.530000 sec): 3 clusters
  Score: Raw -1323272.874026 + Penalty 3023.804176 = -1320249.069850
  nChanged 103
		SP:Iteration 17Q (46977.810000 sec): 3 clusters
  Score: Raw -1323313.943203 + Penalty 3023.804176 = -1320290.139028
  nChanged 90
		SP:Iteration 18Q (46978.060000 sec): 3 clusters
  Score: Raw -1323351.914132 + Penalty 3023.804176 = -1320328.109956
  nChanged 83
		SP:Iteration 19Q (46978.360000 sec): 3 clusters
  Score: Raw -1323392.996633 + Penalty 3023.804176 = -1320369.192458
  nChanged 91
		SP:Iteration 20F (46978.600000 sec): 3 clusters
  Score: Raw -1323445.407203 + Penalty 3023.804176 = -1320421.603028
  nChanged 106
		SP:Iteration 21Q (46978.880000 sec): 3 clusters
  Score: Raw -1323520.063003 + Penalty 3023.804176 = -1320496.258827
  nChanged 117
		SP:Iteration 22Q (46979.160000 sec): 3 clusters
  Score: Raw -1323625.544499 + Penalty 3023.804176 = -1320601.740323
  nChanged 125
		SP:Iteration 23Q (46979.440000 sec): 3 clusters
  Score: Raw -1323733.924495 + Penalty 3023.804176 = -1320710.120319
  nChanged 98
		SP:Iteration 24Q (46979.690000 sec): 3 clusters
  Score: Raw -1323808.456561 + Penalty 3023.804176 = -1320784.652386
  nChanged 78
		SP:Iteration 25Q (46979.950000 sec): 3 clusters
  Score: Raw -1323862.614616 + Penalty 3023.804176 = -1320838.810441
  nChanged 68
		SP:Iteration 26Q (46980.170000 sec): 3 clusters
  Score: Raw -1323900.106369 + Penalty 3023.804176 = -1320876.302193
  nChanged 54
		SP:Iteration 27Q (46980.410000 sec): 3 clusters
  Score: Raw -1323924.087527 + Penalty 3023.804176 = -1320900.283352
  nChanged 35
		SP:Iteration 28Q (46980.580000 sec): 3 clusters
  Score: Raw -1323934.051655 + Penalty 3023.804176 = -1320910.247479
  nChanged 20
		SP:Iteration 29Q (46980.910000 sec): 3 clusters
  Score: Raw -1323941.114716 + Penalty 3023.804176 = -1320917.310541
  nChanged 20
		SP:Iteration 30Q (46981.120000 sec): 3 clusters
  Score: Raw -1323948.557966 + Penalty 3023.804176 = -1320924.753790
  nChanged 13
		SP:Iteration 31Q (46981.330000 sec): 3 clusters
  Score: Raw -1323952.177362 + Penalty 3023.804176 = -1320928.373186
  nChanged 16
		SP:Iteration 32Q (46981.610000 sec): 3 clusters
  Score: Raw -1323955.443199 + Penalty 3023.804176 = -1320931.639023
  nChanged 8
		SP:Iteration 33Q (46981.830000 sec): 3 clusters
  Score: Raw -1323957.531271 + Penalty 3023.804176 = -1320933.727096
  nChanged 7
		SP:Iteration 34Q (46982.070000 sec): 3 clusters
  Score: Raw -1323959.276847 + Penalty 3023.804176 = -1320935.472671
  nChanged 8
		SP:Iteration 35Q (46982.310000 sec): 3 clusters
  Score: Raw -1323960.799443 + Penalty 3023.804176 = -1320936.995268
  nChanged 2
		SP:Iteration 36Q (46982.560000 sec): 3 clusters
  Score: Raw -1323961.107051 + Penalty 3023.804176 = -1320937.302876
  nChanged 0
		SP:Iteration 37F (46982.800000 sec): 3 clusters
  Score: Raw -1323961.107051 + Penalty 3023.804176 = -1320937.302876
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 65 (127 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (46982.920000 sec): 2 clusters
  Score: Raw -7426.605536 + Penalty 787.180402 = -6639.425134
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (46983.020000 sec): 3 clusters
  Score: Raw -7732.167634 + Penalty 1574.360803 = -6157.806831
  nChanged 13
		SP:Iteration 1F (46983.150000 sec): 3 clusters
  Score: Raw -7774.034302 + Penalty 1574.360803 = -6199.673498
  nChanged 2
		SP:Iteration 2Q (46983.390000 sec): 3 clusters
  Score: Raw -7778.995220 + Penalty 1574.360803 = -6204.634417
  nChanged 1
		SP:Iteration 3Q (46983.560000 sec): 3 clusters
  Score: Raw -7781.470375 + Penalty 1574.360803 = -6207.109572
  nChanged 0
		SP:Iteration 4F (46983.690000 sec): 3 clusters
  Score: Raw -7781.470375 + Penalty 1574.360803 = -6207.109572
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 66 (578 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (46983.770000 sec): 2 clusters
  Score: Raw -70878.238301 + Penalty 1033.430754 = -69844.807547
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (46983.980000 sec): 3 clusters
  Score: Raw -70735.754524 + Penalty 2066.861507 = -68668.893016
  nChanged 132
		SP:Iteration 1F (46984.110000 sec): 3 clusters
  Score: Raw -70893.657135 + Penalty 2066.861507 = -68826.795628
  nChanged 34
		SP:Iteration 2F (46984.280000 sec): 3 clusters
  Score: Raw -70961.383191 + Penalty 2066.861507 = -68894.521684
  nChanged 26
		SP:Iteration 3Q (46984.450000 sec): 3 clusters
  Score: Raw -71041.459904 + Penalty 2066.861507 = -68974.598397
  nChanged 25
		SP:Iteration 4Q (46984.640000 sec): 3 clusters
  Score: Raw -71156.446787 + Penalty 2066.861507 = -69089.585280
  nChanged 21
		SP:Iteration 5Q (46984.820000 sec): 3 clusters
  Score: Raw -71215.426015 + Penalty 2066.861507 = -69148.564508
  nChanged 17
		SP:Iteration 6Q (46985.010000 sec): 3 clusters
  Score: Raw -71240.946973 + Penalty 2066.861507 = -69174.085466
  nChanged 14
		SP:Iteration 7Q (46985.110000 sec): 3 clusters
  Score: Raw -71258.939890 + Penalty 2066.861507 = -69192.078382
  nChanged 11
		SP:Iteration 8Q (46985.210000 sec): 3 clusters
  Score: Raw -71282.970384 + Penalty 2066.861507 = -69216.108876
  nChanged 11
		SP:Iteration 9Q (46985.350000 sec): 3 clusters
  Score: Raw -71296.947110 + Penalty 2066.861507 = -69230.085603
  nChanged 9
		SP:Iteration 10Q (46985.450000 sec): 3 clusters
  Score: Raw -71314.087592 + Penalty 2066.861507 = -69247.226085
  nChanged 10
		SP:Iteration 11Q (46985.590000 sec): 3 clusters
  Score: Raw -71328.923420 + Penalty 2066.861507 = -69262.061913
  nChanged 8
		SP:Iteration 12Q (46985.690000 sec): 3 clusters
  Score: Raw -71337.320328 + Penalty 2066.861507 = -69270.458821
  nChanged 2
		SP:Iteration 13Q (46985.830000 sec): 3 clusters
  Score: Raw -71340.580067 + Penalty 2066.861507 = -69273.718559
  nChanged 1
		SP:Iteration 14Q (46985.920000 sec): 3 clusters
  Score: Raw -71341.318577 + Penalty 2066.861507 = -69274.457070
  nChanged 0
		SP:Iteration 15F (46986.010000 sec): 3 clusters
  Score: Raw -71341.318577 + Penalty 2066.861507 = -69274.457070
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 67 (319 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (46986.100000 sec): 2 clusters
  Score: Raw -23565.481108 + Penalty 936.843554 = -22628.637553
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (46986.190000 sec): 3 clusters
  Score: Raw -23656.729963 + Penalty 1873.687108 = -21783.042855
  nChanged 82
		SP:Iteration 1F (46986.330000 sec): 3 clusters
  Score: Raw -23885.843586 + Penalty 1873.687108 = -22012.156478
  nChanged 31
		SP:Iteration 2F (46986.420000 sec): 3 clusters
  Score: Raw -24001.718345 + Penalty 1873.687108 = -22128.031236
  nChanged 15
		SP:Iteration 3Q (46986.560000 sec): 3 clusters
  Score: Raw -24104.868230 + Penalty 1873.687108 = -22231.181121
  nChanged 18
		SP:Iteration 4F (46986.700000 sec): 3 clusters
  Score: Raw -24206.915297 + Penalty 1873.687108 = -22333.228189
  nChanged 15
		SP:Iteration 5Q (46986.830000 sec): 3 clusters
  Score: Raw -24356.298412 + Penalty 1873.687108 = -22482.611304
  nChanged 10
		SP:Iteration 6Q (46986.960000 sec): 3 clusters
  Score: Raw -24433.770585 + Penalty 1873.687108 = -22560.083477
  nChanged 6
		SP:Iteration 7Q (46987.130000 sec): 3 clusters
  Score: Raw -24555.441607 + Penalty 1873.687108 = -22681.754499
  nChanged 2
		SP:Iteration 8Q (46987.310000 sec): 3 clusters
  Score: Raw -24568.518081 + Penalty 1873.687108 = -22694.830972
  nChanged 0
		SP:Iteration 9F (46987.510000 sec): 3 clusters
  Score: Raw -24568.518081 + Penalty 1873.687108 = -22694.830972
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 72.
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 68 (218 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (46987.610000 sec): 2 clusters
  Score: Raw -11161.379080 + Penalty 874.980448 = -10286.398632
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (46987.780000 sec): 3 clusters
  Score: Raw -11292.776318 + Penalty 1749.960895 = -9542.815422
  nChanged 49
		SP:Iteration 1F (46987.880000 sec): 3 clusters
  Score: Raw -11451.237583 + Penalty 1749.960895 = -9701.276688
  nChanged 11
		SP:Iteration 2F (46988.060000 sec): 3 clusters
  Score: Raw -11514.328640 + Penalty 1749.960895 = -9764.367744
  nChanged 10
		SP:Iteration 3Q (46988.150000 sec): 3 clusters
  Score: Raw -11580.296148 + Penalty 1749.960895 = -9830.335252
  nChanged 6
		SP:Iteration 4Q (46988.280000 sec): 3 clusters
  Score: Raw -11612.497515 + Penalty 1749.960895 = -9862.536620
  nChanged 3
		SP:Iteration 5Q (46988.420000 sec): 3 clusters
  Score: Raw -11643.419519 + Penalty 1749.960895 = -9893.458623
  nChanged 1
		SP:Iteration 6Q (46988.560000 sec): 3 clusters
  Score: Raw -11646.768626 + Penalty 1749.960895 = -9896.807731
  nChanged 0
		SP:Iteration 7F (46988.700000 sec): 3 clusters
  Score: Raw -11646.768626 + Penalty 1749.960895 = -9896.807731
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 69 (9314 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (46988.830000 sec): 2 clusters
  Score: Raw -1165557.342907 + Penalty 1485.132013 = -1164072.210894
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (46989.070000 sec): 3 clusters
  Score: Raw -1160292.844469 + Penalty 2970.264025 = -1157322.580444
  nChanged 3983
		SP:Iteration 1F (46989.310000 sec): 3 clusters
  Score: Raw -1162399.522829 + Penalty 2970.264025 = -1159429.258804
  nChanged 604
		SP:Iteration 2F (46989.580000 sec): 3 clusters
  Score: Raw -1162673.246004 + Penalty 2970.264025 = -1159702.981979
  nChanged 480
		SP:Iteration 3F (46989.830000 sec): 3 clusters
  Score: Raw -1162884.923452 + Penalty 2970.264025 = -1159914.659427
  nChanged 416
		SP:Iteration 4Q (46990.080000 sec): 3 clusters
  Score: Raw -1163071.997907 + Penalty 2970.264025 = -1160101.733882
  nChanged 403
		SP:Iteration 5Q (46990.350000 sec): 3 clusters
  Score: Raw -1163261.538494 + Penalty 2970.264025 = -1160291.274469
  nChanged 384
		SP:Iteration 6Q (46990.550000 sec): 3 clusters
  Score: Raw -1163455.830382 + Penalty 2970.264025 = -1160485.566357
  nChanged 381
		SP:Iteration 7Q (46990.780000 sec): 3 clusters
  Score: Raw -1163662.424582 + Penalty 2970.264025 = -1160692.160557
  nChanged 399
		SP:Iteration 8Q (46990.990000 sec): 3 clusters
  Score: Raw -1163916.966336 + Penalty 2970.264025 = -1160946.702311
  nChanged 434
		SP:Iteration 9Q (46991.230000 sec): 3 clusters
  Score: Raw -1164216.534470 + Penalty 2970.264025 = -1161246.270445
  nChanged 399
		SP:Iteration 10Q (46991.450000 sec): 3 clusters
  Score: Raw -1164498.623965 + Penalty 2970.264025 = -1161528.359940
  nChanged 357
		SP:Iteration 11Q (46991.630000 sec): 3 clusters
  Score: Raw -1164743.262543 + Penalty 2970.264025 = -1161772.998518
  nChanged 299
		SP:Iteration 12Q (46991.810000 sec): 3 clusters
  Score: Raw -1164954.996230 + Penalty 2970.264025 = -1161984.732205
  nChanged 271
		SP:Iteration 13Q (46992.000000 sec): 3 clusters
  Score: Raw -1165155.140187 + Penalty 2970.264025 = -1162184.876162
  nChanged 220
		SP:Iteration 14Q (46992.170000 sec): 3 clusters
  Score: Raw -1165311.252285 + Penalty 2970.264025 = -1162340.988260
  nChanged 175
		SP:Iteration 15Q (46992.370000 sec): 3 clusters
  Score: Raw -1165448.875136 + Penalty 2970.264025 = -1162478.611110
  nChanged 150
		SP:Iteration 16Q (46992.580000 sec): 3 clusters
  Score: Raw -1165571.920790 + Penalty 2970.264025 = -1162601.656765
  nChanged 118
		SP:Iteration 17Q (46992.800000 sec): 3 clusters
  Score: Raw -1165687.372006 + Penalty 2970.264025 = -1162717.107981
  nChanged 100
		SP:Iteration 18Q (46993.010000 sec): 3 clusters
  Score: Raw -1165790.582585 + Penalty 2970.264025 = -1162820.318560
  nChanged 64
		SP:Iteration 19Q (46993.240000 sec): 3 clusters
  Score: Raw -1165860.213358 + Penalty 2970.264025 = -1162889.949332
  nChanged 38
		SP:Iteration 20F (46993.520000 sec): 3 clusters
  Score: Raw -1165908.039802 + Penalty 2970.264025 = -1162937.775777
  nChanged 17
		SP:Iteration 21Q (46993.700000 sec): 3 clusters
  Score: Raw -1165930.921282 + Penalty 2970.264025 = -1162960.657256
  nChanged 10
		SP:Iteration 22Q (46993.930000 sec): 3 clusters
  Score: Raw -1165943.652365 + Penalty 2970.264025 = -1162973.388340
  nChanged 5
		SP:Iteration 23Q (46994.120000 sec): 3 clusters
  Score: Raw -1165951.668432 + Penalty 2970.264025 = -1162981.404407
  nChanged 4
		SP:Iteration 24Q (46994.320000 sec): 3 clusters
  Score: Raw -1165955.204976 + Penalty 2970.264025 = -1162984.940951
  nChanged 1
		SP:Iteration 25Q (46994.530000 sec): 3 clusters
  Score: Raw -1165955.798938 + Penalty 2970.264025 = -1162985.534913
  nChanged 1
		SP:Iteration 26Q (46994.750000 sec): 3 clusters
  Score: Raw -1165956.670272 + Penalty 2970.264025 = -1162986.406247
  nChanged 0
		SP:Iteration 27F (46995.030000 sec): 3 clusters
  Score: Raw -1165956.670272 + Penalty 2970.264025 = -1162986.406247
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 70 (300 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (46995.120000 sec): 2 clusters
  Score: Raw -35990.965450 + Penalty 926.864652 = -35064.100798
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (46995.220000 sec): 3 clusters
  Score: Raw -36097.685868 + Penalty 1853.729304 = -34243.956564
  nChanged 58
		SP:Iteration 1F (46995.440000 sec): 3 clusters
  Score: Raw -36288.627067 + Penalty 1853.729304 = -34434.897763
  nChanged 18
		SP:Iteration 2F (46995.660000 sec): 3 clusters
  Score: Raw -36337.853245 + Penalty 1853.729304 = -34484.123941
  nChanged 4
		SP:Iteration 3Q (46995.800000 sec): 3 clusters
  Score: Raw -36344.752528 + Penalty 1853.729304 = -34491.023224
  nChanged 2
		SP:Iteration 4Q (46995.990000 sec): 3 clusters
  Score: Raw -36355.740410 + Penalty 1853.729304 = -34502.011106
  nChanged 2
		SP:Iteration 5Q (46996.180000 sec): 3 clusters
  Score: Raw -36359.726368 + Penalty 1853.729304 = -34505.997064
  nChanged 1
		SP:Iteration 6Q (46996.360000 sec): 3 clusters
  Score: Raw -36376.903045 + Penalty 1853.729304 = -34523.173741
  nChanged 1
		SP:Iteration 7Q (46996.500000 sec): 3 clusters
  Score: Raw -36386.550434 + Penalty 1853.729304 = -34532.821129
  nChanged 4
		SP:Iteration 8Q (46996.670000 sec): 3 clusters
  Score: Raw -36401.478868 + Penalty 1853.729304 = -34547.749564
  nChanged 4
		SP:Iteration 9Q (46996.810000 sec): 3 clusters
  Score: Raw -36413.063582 + Penalty 1853.729304 = -34559.334278
  nChanged 1
		SP:Iteration 10Q (46996.940000 sec): 3 clusters
  Score: Raw -36415.229568 + Penalty 1853.729304 = -34561.500263
  nChanged 0
		SP:Iteration 11F (46997.140000 sec): 3 clusters
  Score: Raw -36415.229568 + Penalty 1853.729304 = -34561.500263
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 71 (204 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (46997.190000 sec): 2 clusters
  Score: Raw -15779.698261 + Penalty 864.194499 = -14915.503762
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (46997.310000 sec): 3 clusters
  Score: Raw -15879.907208 + Penalty 1728.388998 = -14151.518210
  nChanged 38
		SP:Iteration 1F (46997.460000 sec): 3 clusters
  Score: Raw -15998.002673 + Penalty 1728.388998 = -14269.613675
  nChanged 11
		SP:Iteration 2F (46997.660000 sec): 3 clusters
  Score: Raw -16071.356853 + Penalty 1728.388998 = -14342.967855
  nChanged 7
		SP:Iteration 3Q (46997.870000 sec): 3 clusters
  Score: Raw -16104.646169 + Penalty 1728.388998 = -14376.257171
  nChanged 3
		SP:Iteration 4Q (46998.070000 sec): 3 clusters
  Score: Raw -16115.587309 + Penalty 1728.388998 = -14387.198311
  nChanged 1
		SP:Iteration 5Q (46998.260000 sec): 3 clusters
  Score: Raw -16118.713675 + Penalty 1728.388998 = -14390.324677
  nChanged 0
		SP:Iteration 6F (46998.430000 sec): 3 clusters
  Score: Raw -16118.713675 + Penalty 1728.388998 = -14390.324677
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 73 (187 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (46998.480000 sec): 2 clusters
  Score: Raw -17024.030580 + Penalty 850.055150 = -16173.975430
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (46998.600000 sec): 3 clusters
  Score: Raw -17228.800531 + Penalty 1700.110300 = -15528.690230
  nChanged 36
		SP:Iteration 1F (46998.730000 sec): 3 clusters
  Score: Raw -17393.316014 + Penalty 1700.110300 = -15693.205713
  nChanged 6
		SP:Iteration 2Q (46998.860000 sec): 3 clusters
  Score: Raw -17415.561330 + Penalty 1700.110300 = -15715.451030
  nChanged 2
		SP:Iteration 3Q (46998.990000 sec): 3 clusters
  Score: Raw -17419.249144 + Penalty 1700.110300 = -15719.138844
  nChanged 3
		SP:Iteration 4Q (46999.130000 sec): 3 clusters
  Score: Raw -17432.430275 + Penalty 1700.110300 = -15732.319974
  nChanged 3
		SP:Iteration 5Q (46999.290000 sec): 3 clusters
  Score: Raw -17450.390861 + Penalty 1700.110300 = -15750.280560
  nChanged 3
		SP:Iteration 6Q (46999.450000 sec): 3 clusters
  Score: Raw -17465.533274 + Penalty 1700.110300 = -15765.422973
  nChanged 1
		SP:Iteration 7Q (46999.610000 sec): 3 clusters
  Score: Raw -17468.565780 + Penalty 1700.110300 = -15768.455480
  nChanged 0
		SP:Iteration 8F (46999.770000 sec): 3 clusters
  Score: Raw -17468.565780 + Penalty 1700.110300 = -15768.455480
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 74 (575 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (46999.850000 sec): 2 clusters
  Score: Raw -83057.544918 + Penalty 1032.585132 = -82024.959786
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (47000.010000 sec): 3 clusters
  Score: Raw -82986.727982 + Penalty 2065.170263 = -80921.557719
  nChanged 144
		SP:Iteration 1F (47000.170000 sec): 3 clusters
  Score: Raw -83173.460188 + Penalty 2065.170263 = -81108.289924
  nChanged 45
		SP:Iteration 2F (47000.340000 sec): 3 clusters
  Score: Raw -83307.607398 + Penalty 2065.170263 = -81242.437135
  nChanged 43
		SP:Iteration 3F (47000.500000 sec): 3 clusters
  Score: Raw -83429.864695 + Penalty 2065.170263 = -81364.694432
  nChanged 22
		SP:Iteration 4Q (47000.660000 sec): 3 clusters
  Score: Raw -83483.857812 + Penalty 2065.170263 = -81418.687549
  nChanged 20
		SP:Iteration 5Q (47000.820000 sec): 3 clusters
  Score: Raw -83527.311056 + Penalty 2065.170263 = -81462.140793
  nChanged 22
		SP:Iteration 6Q (47000.980000 sec): 3 clusters
  Score: Raw -83573.218252 + Penalty 2065.170263 = -81508.047989
  nChanged 25
		SP:Iteration 7Q (47001.140000 sec): 3 clusters
  Score: Raw -83647.194752 + Penalty 2065.170263 = -81582.024489
  nChanged 21
		SP:Iteration 8Q (47001.300000 sec): 3 clusters
  Score: Raw -83733.883467 + Penalty 2065.170263 = -81668.713203
  nChanged 16
		SP:Iteration 9Q (47001.460000 sec): 3 clusters
  Score: Raw -83794.525586 + Penalty 2065.170263 = -81729.355323
  nChanged 12
		SP:Iteration 10Q (47001.620000 sec): 3 clusters
  Score: Raw -83828.250356 + Penalty 2065.170263 = -81763.080093
  nChanged 8
		SP:Iteration 11Q (47001.780000 sec): 3 clusters
  Score: Raw -83844.335244 + Penalty 2065.170263 = -81779.164981
  nChanged 3
		SP:Iteration 12Q (47001.940000 sec): 3 clusters
  Score: Raw -83854.935308 + Penalty 2065.170263 = -81789.765044
  nChanged 2
		SP:Iteration 13Q (47002.100000 sec): 3 clusters
  Score: Raw -83859.921936 + Penalty 2065.170263 = -81794.751673
  nChanged 1
		SP:Iteration 14Q (47002.260000 sec): 3 clusters
  Score: Raw -83860.797743 + Penalty 2065.170263 = -81795.627479
  nChanged 0
		SP:Iteration 15F (47002.420000 sec): 3 clusters
  Score: Raw -83860.797743 + Penalty 2065.170263 = -81795.627479
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 75 (127 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (47002.490000 sec): 2 clusters
  Score: Raw -7899.358748 + Penalty 787.180402 = -7112.178346
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (47002.650000 sec): 3 clusters
  Score: Raw -8216.833667 + Penalty 1574.360803 = -6642.472864
  nChanged 20
		SP:Iteration 1F (47002.810000 sec): 3 clusters
  Score: Raw -8327.218415 + Penalty 1574.360803 = -6752.857612
  nChanged 9
		SP:Iteration 2F (47002.970000 sec): 3 clusters
  Score: Raw -8373.861173 + Penalty 1574.360803 = -6799.500370
  nChanged 6
		SP:Iteration 3Q (47003.130000 sec): 3 clusters
  Score: Raw -8409.945809 + Penalty 1574.360803 = -6835.585006
  nChanged 3
		SP:Iteration 4Q (47003.290000 sec): 3 clusters
  Score: Raw -8426.783032 + Penalty 1574.360803 = -6852.422229
  nChanged 2
		SP:Iteration 5Q (47003.450000 sec): 3 clusters
  Score: Raw -8439.641777 + Penalty 1574.360803 = -6865.280974
  nChanged 0
		SP:Iteration 6F (47003.610000 sec): 3 clusters
  Score: Raw -8439.641777 + Penalty 1574.360803 = -6865.280974
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 77 (249 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (47003.690000 sec): 2 clusters
  Score: Raw -21575.521375 + Penalty 896.586096 = -20678.935279
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (47003.850000 sec): 3 clusters
  Score: Raw -21681.992983 + Penalty 1793.172191 = -19888.820792
  nChanged 44
		SP:Iteration 1F (47004.010000 sec): 3 clusters
  Score: Raw -21821.943095 + Penalty 1793.172191 = -20028.770904
  nChanged 21
		SP:Iteration 2F (47004.170000 sec): 3 clusters
  Score: Raw -21931.170228 + Penalty 1793.172191 = -20137.998037
  nChanged 8
		SP:Iteration 3Q (47004.330000 sec): 3 clusters
  Score: Raw -21982.267487 + Penalty 1793.172191 = -20189.095296
  nChanged 10
		SP:Iteration 4Q (47004.490000 sec): 3 clusters
  Score: Raw -22036.940223 + Penalty 1793.172191 = -20243.768031
  nChanged 6
		SP:Iteration 5Q (47004.650000 sec): 3 clusters
  Score: Raw -22077.787303 + Penalty 1793.172191 = -20284.615111
  nChanged 5
		SP:Iteration 6Q (47004.800000 sec): 3 clusters
  Score: Raw -22096.583795 + Penalty 1793.172191 = -20303.411603
  nChanged 3
		SP:Iteration 7Q (47004.960000 sec): 3 clusters
  Score: Raw -22103.965252 + Penalty 1793.172191 = -20310.793060
  nChanged 0
		SP:Iteration 8F (47005.120000 sec): 3 clusters
  Score: Raw -22103.965252 + Penalty 1793.172191 = -20310.793060
  nChanged 0
Iteration 423F (47157.890000 sec): 77 clusters
  Score: Raw -104767491.120018 + Penalty 169064.743089 = -104598426.376929
  nChanged 35
Iteration 424F (47310.610000 sec): 77 clusters
  Score: Raw -104767701.302570 + Penalty 169064.743089 = -104598636.559481
  nChanged 26
Iteration 425Q (47410.240000 sec): 77 clusters
  Score: Raw -104767828.950386 + Penalty 169064.743089 = -104598764.207297
  nChanged 17
Iteration 426Q (47514.940000 sec): 77 clusters
  Score: Raw -104767911.015723 + Penalty 169064.743089 = -104598846.272634
  nChanged 11
Iteration 427Q (47619.360000 sec): 77 clusters
  Score: Raw -104767956.245992 + Penalty 169064.743089 = -104598891.502903
  nChanged 9
Iteration 428Q (47722.240000 sec): 77 clusters
  Score: Raw -104768009.029346 + Penalty 169064.743089 = -104598944.286257
  nChanged 9
Iteration 429Q (47817.150000 sec): 77 clusters
  Score: Raw -104768079.563243 + Penalty 169064.743089 = -104599014.820154
  nChanged 5
Iteration 430Q (47919.840000 sec): 77 clusters
  Score: Raw -104768094.734688 + Penalty 169064.743089 = -104599029.991599
  nChanged 2
Iteration 431Q (48023.540000 sec): 77 clusters
  Score: Raw -104768099.292512 + Penalty 169064.743089 = -104599034.549423
  nChanged 1
Iteration 432Q (48116.660000 sec): 77 clusters
  Score: Raw -104768100.217021 + Penalty 169064.743089 = -104599035.473932
  nChanged 0
Iteration 433F (48274.580000 sec): 77 clusters
  Score: Raw -104768101.263387 + Penalty 169064.743089 = -104599036.520298
  nChanged 1
Iteration 434Q (48379.880000 sec): 77 clusters
  Score: Raw -104768102.590679 + Penalty 169064.743089 = -104599037.847590
  nChanged 1
Iteration 435Q (48483.280000 sec): 77 clusters
  Score: Raw -104768105.024740 + Penalty 169064.743089 = -104599040.281651
  nChanged 1
Iteration 436Q (48589.560000 sec): 77 clusters
  Score: Raw -104768107.516982 + Penalty 169064.743089 = -104599042.773893
  nChanged 0
Iteration 437F (48738.100000 sec): 77 clusters
  Score: Raw -104768107.516982 + Penalty 169064.743089 = -104599042.773893
  nChanged 0
Compute initial score before splitting:   Score: Raw -104768107.516982 + Penalty 169064.743089 = -104599042.773893
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 1 (10307 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (48738.200000 sec): 2 clusters
  Score: Raw -1223213.568741 + Penalty 1501.594015 = -1221711.974726
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (48738.410000 sec): 3 clusters
  Score: Raw -1217386.801629 + Penalty 3003.188030 = -1214383.613598
  nChanged 4437
		SP:Iteration 1F (48738.580000 sec): 3 clusters
  Score: Raw -1219731.285201 + Penalty 3003.188030 = -1216728.097171
  nChanged 603
		SP:Iteration 2F (48738.790000 sec): 3 clusters
  Score: Raw -1219971.623301 + Penalty 3003.188030 = -1216968.435270
  nChanged 477
		SP:Iteration 3Q (48738.980000 sec): 3 clusters
  Score: Raw -1220143.935452 + Penalty 3003.188030 = -1217140.747422
  nChanged 396
		SP:Iteration 4Q (48739.170000 sec): 3 clusters
  Score: Raw -1220302.449978 + Penalty 3003.188030 = -1217299.261948
  nChanged 372
		SP:Iteration 5Q (48739.370000 sec): 3 clusters
  Score: Raw -1220456.416198 + Penalty 3003.188030 = -1217453.228167
  nChanged 365
		SP:Iteration 6Q (48739.560000 sec): 3 clusters
  Score: Raw -1220599.956228 + Penalty 3003.188030 = -1217596.768198
  nChanged 336
		SP:Iteration 7Q (48739.760000 sec): 3 clusters
  Score: Raw -1220719.293484 + Penalty 3003.188030 = -1217716.105453
  nChanged 293
		SP:Iteration 8Q (48739.920000 sec): 3 clusters
  Score: Raw -1220829.829312 + Penalty 3003.188030 = -1217826.641282
  nChanged 280
		SP:Iteration 9Q (48740.100000 sec): 3 clusters
  Score: Raw -1220936.389466 + Penalty 3003.188030 = -1217933.201436
  nChanged 283
		SP:Iteration 10Q (48740.320000 sec): 3 clusters
  Score: Raw -1221040.244195 + Penalty 3003.188030 = -1218037.056165
  nChanged 299
		SP:Iteration 11Q (48740.550000 sec): 3 clusters
  Score: Raw -1221148.713744 + Penalty 3003.188030 = -1218145.525713
  nChanged 302
		SP:Iteration 12Q (48740.720000 sec): 3 clusters
  Score: Raw -1221265.723037 + Penalty 3003.188030 = -1218262.535007
  nChanged 324
		SP:Iteration 13Q (48740.930000 sec): 3 clusters
  Score: Raw -1221409.143357 + Penalty 3003.188030 = -1218405.955327
  nChanged 363
		SP:Iteration 14Q (48741.110000 sec): 3 clusters
  Score: Raw -1221565.288376 + Penalty 3003.188030 = -1218562.100345
  nChanged 374
		SP:Iteration 15Q (48741.290000 sec): 3 clusters
  Score: Raw -1221754.822647 + Penalty 3003.188030 = -1218751.634617
  nChanged 389
		SP:Iteration 16Q (48741.490000 sec): 3 clusters
  Score: Raw -1221941.464793 + Penalty 3003.188030 = -1218938.276763
  nChanged 375
		SP:Iteration 17Q (48741.720000 sec): 3 clusters
  Score: Raw -1222135.412196 + Penalty 3003.188030 = -1219132.224166
  nChanged 354
		SP:Iteration 18Q (48741.890000 sec): 3 clusters
  Score: Raw -1222346.881166 + Penalty 3003.188030 = -1219343.693136
  nChanged 310
		SP:Iteration 19Q (48742.060000 sec): 3 clusters
  Score: Raw -1222527.772905 + Penalty 3003.188030 = -1219524.584875
  nChanged 251
		SP:Iteration 20F (48742.220000 sec): 3 clusters
  Score: Raw -1222675.115126 + Penalty 3003.188030 = -1219671.927096
  nChanged 225
		SP:Iteration 21Q (48742.450000 sec): 3 clusters
  Score: Raw -1222818.980567 + Penalty 3003.188030 = -1219815.792536
  nChanged 178
		SP:Iteration 22Q (48742.650000 sec): 3 clusters
  Score: Raw -1222939.379765 + Penalty 3003.188030 = -1219936.191734
  nChanged 133
		SP:Iteration 23Q (48742.810000 sec): 3 clusters
  Score: Raw -1223031.154124 + Penalty 3003.188030 = -1220027.966094
  nChanged 116
		SP:Iteration 24Q (48743.050000 sec): 3 clusters
  Score: Raw -1223115.996622 + Penalty 3003.188030 = -1220112.808591
  nChanged 85
		SP:Iteration 25Q (48743.240000 sec): 3 clusters
  Score: Raw -1223178.827453 + Penalty 3003.188030 = -1220175.639423
  nChanged 68
		SP:Iteration 26Q (48743.450000 sec): 3 clusters
  Score: Raw -1223237.118818 + Penalty 3003.188030 = -1220233.930788
  nChanged 57
		SP:Iteration 27Q (48743.670000 sec): 3 clusters
  Score: Raw -1223292.836748 + Penalty 3003.188030 = -1220289.648718
  nChanged 47
		SP:Iteration 28Q (48743.840000 sec): 3 clusters
  Score: Raw -1223336.935714 + Penalty 3003.188030 = -1220333.747684
  nChanged 30
		SP:Iteration 29Q (48744.010000 sec): 3 clusters
  Score: Raw -1223366.543724 + Penalty 3003.188030 = -1220363.355693
  nChanged 20
		SP:Iteration 30Q (48744.210000 sec): 3 clusters
  Score: Raw -1223382.913361 + Penalty 3003.188030 = -1220379.725330
  nChanged 16
		SP:Iteration 31Q (48744.360000 sec): 3 clusters
  Score: Raw -1223395.111052 + Penalty 3003.188030 = -1220391.923021
  nChanged 13
		SP:Iteration 32Q (48744.490000 sec): 3 clusters
  Score: Raw -1223407.995624 + Penalty 3003.188030 = -1220404.807594
  nChanged 10
		SP:Iteration 33Q (48744.680000 sec): 3 clusters
  Score: Raw -1223420.368593 + Penalty 3003.188030 = -1220417.180563
  nChanged 6
		SP:Iteration 34Q (48744.890000 sec): 3 clusters
  Score: Raw -1223431.333911 + Penalty 3003.188030 = -1220428.145880
  nChanged 7
		SP:Iteration 35Q (48745.060000 sec): 3 clusters
  Score: Raw -1223439.199624 + Penalty 3003.188030 = -1220436.011594
  nChanged 2
		SP:Iteration 36Q (48745.260000 sec): 3 clusters
  Score: Raw -1223441.999871 + Penalty 3003.188030 = -1220438.811840
  nChanged 5
		SP:Iteration 37Q (48745.470000 sec): 3 clusters
  Score: Raw -1223444.998343 + Penalty 3003.188030 = -1220441.810313
  nChanged 2
		SP:Iteration 38Q (48745.600000 sec): 3 clusters
  Score: Raw -1223446.354899 + Penalty 3003.188030 = -1220443.166869
  nChanged 1
		SP:Iteration 39Q (48745.800000 sec): 3 clusters
  Score: Raw -1223447.206603 + Penalty 3003.188030 = -1220444.018573
  nChanged 1
		SP:Iteration 40F (48746.020000 sec): 3 clusters
  Score: Raw -1223447.879562 + Penalty 3003.188030 = -1220444.691531
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 2 (23921 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (48746.250000 sec): 2 clusters
  Score: Raw -3008506.404192 + Penalty 1638.408202 = -3006867.995990
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (48746.520000 sec): 3 clusters
  Score: Raw -2993969.777336 + Penalty 3276.816404 = -2990692.960932
  nChanged 10889
		SP:Iteration 1F (48746.810000 sec): 3 clusters
  Score: Raw -2999937.706415 + Penalty 3276.816404 = -2996660.890011
  nChanged 1054
		SP:Iteration 2Q (48747.140000 sec): 3 clusters
  Score: Raw -3000271.232136 + Penalty 3276.816404 = -2996994.415732
  nChanged 1011
		SP:Iteration 3Q (48747.460000 sec): 3 clusters
  Score: Raw -3000591.903773 + Penalty 3276.816404 = -2997315.087369
  nChanged 927
		SP:Iteration 4Q (48747.810000 sec): 3 clusters
  Score: Raw -3000906.792313 + Penalty 3276.816404 = -2997629.975909
  nChanged 929
		SP:Iteration 5Q (48748.110000 sec): 3 clusters
  Score: Raw -3001215.317449 + Penalty 3276.816404 = -2997938.501044
  nChanged 931
		SP:Iteration 6Q (48748.400000 sec): 3 clusters
  Score: Raw -3001532.023367 + Penalty 3276.816404 = -2998255.206962
  nChanged 891
		SP:Iteration 7Q (48748.700000 sec): 3 clusters
  Score: Raw -3001885.730474 + Penalty 3276.816404 = -2998608.914070
  nChanged 1000
		SP:Iteration 8Q (48749.000000 sec): 3 clusters
  Score: Raw -3002361.641370 + Penalty 3276.816404 = -2999084.824966
  nChanged 1106
		SP:Iteration 9Q (48749.340000 sec): 3 clusters
  Score: Raw -3002997.794953 + Penalty 3276.816404 = -2999720.978549
  nChanged 1206
		SP:Iteration 10F (48749.610000 sec): 3 clusters
  Score: Raw -3003863.296340 + Penalty 3276.816404 = -3000586.479935
  nChanged 1334
		SP:Iteration 11F (48749.870000 sec): 3 clusters
  Score: Raw -3005041.432438 + Penalty 3276.816404 = -3001764.616033
  nChanged 1356
		SP:Iteration 12F (48750.160000 sec): 3 clusters
  Score: Raw -3006239.757698 + Penalty 3276.816404 = -3002962.941294
  nChanged 1085
		SP:Iteration 13Q (48750.470000 sec): 3 clusters
  Score: Raw -3007059.117669 + Penalty 3276.816404 = -3003782.301264
  nChanged 719
		SP:Iteration 14Q (48750.740000 sec): 3 clusters
  Score: Raw -3007579.744799 + Penalty 3276.816404 = -3004302.928394
  nChanged 548
		SP:Iteration 15Q (48751.040000 sec): 3 clusters
  Score: Raw -3007946.218431 + Penalty 3276.816404 = -3004669.402026
  nChanged 426
		SP:Iteration 16Q (48751.350000 sec): 3 clusters
  Score: Raw -3008179.518321 + Penalty 3276.816404 = -3004902.701917
  nChanged 342
		SP:Iteration 17Q (48751.710000 sec): 3 clusters
  Score: Raw -3008314.617890 + Penalty 3276.816404 = -3005037.801486
  nChanged 250
		SP:Iteration 18Q (48751.960000 sec): 3 clusters
  Score: Raw -3008392.310785 + Penalty 3276.816404 = -3005115.494381
  nChanged 169
		SP:Iteration 19Q (48752.260000 sec): 3 clusters
  Score: Raw -3008425.322904 + Penalty 3276.816404 = -3005148.506499
  nChanged 99
		SP:Iteration 20F (48752.600000 sec): 3 clusters
  Score: Raw -3008439.761346 + Penalty 3276.816404 = -3005162.944942
  nChanged 73
		SP:Iteration 21Q (48752.880000 sec): 3 clusters
  Score: Raw -3008445.960741 + Penalty 3276.816404 = -3005169.144337
  nChanged 36
		SP:Iteration 22Q (48753.200000 sec): 3 clusters
  Score: Raw -3008448.692767 + Penalty 3276.816404 = -3005171.876363
  nChanged 27
		SP:Iteration 23Q (48753.450000 sec): 3 clusters
  Score: Raw -3008450.523287 + Penalty 3276.816404 = -3005173.706882
  nChanged 23
		SP:Iteration 24Q (48753.780000 sec): 3 clusters
  Score: Raw -3008451.687334 + Penalty 3276.816404 = -3005174.870930
  nChanged 13
		SP:Iteration 25Q (48754.050000 sec): 3 clusters
  Score: Raw -3008452.283805 + Penalty 3276.816404 = -3005175.467401
  nChanged 10
		SP:Iteration 26Q (48754.350000 sec): 3 clusters
  Score: Raw -3008452.758019 + Penalty 3276.816404 = -3005175.941615
  nChanged 14
		SP:Iteration 27Q (48754.670000 sec): 3 clusters
  Score: Raw -3008453.712549 + Penalty 3276.816404 = -3005176.896145
  nChanged 12
		SP:Iteration 28Q (48754.950000 sec): 3 clusters
  Score: Raw -3008454.325195 + Penalty 3276.816404 = -3005177.508791
  nChanged 9
		SP:Iteration 29Q (48755.210000 sec): 3 clusters
  Score: Raw -3008454.717639 + Penalty 3276.816404 = -3005177.901234
  nChanged 6
		SP:Iteration 30Q (48755.500000 sec): 3 clusters
  Score: Raw -3008455.026045 + Penalty 3276.816404 = -3005178.209641
  nChanged 5
		SP:Iteration 31Q (48755.800000 sec): 3 clusters
  Score: Raw -3008455.247218 + Penalty 3276.816404 = -3005178.430814
  nChanged 3
		SP:Iteration 32Q (48756.060000 sec): 3 clusters
  Score: Raw -3008455.377456 + Penalty 3276.816404 = -3005178.561051
  nChanged 6
		SP:Iteration 33Q (48756.430000 sec): 3 clusters
  Score: Raw -3008455.563990 + Penalty 3276.816404 = -3005178.747586
  nChanged 3
		SP:Iteration 34Q (48756.670000 sec): 3 clusters
  Score: Raw -3008455.709485 + Penalty 3276.816404 = -3005178.893081
  nChanged 3
		SP:Iteration 35Q (48756.990000 sec): 3 clusters
  Score: Raw -3008455.810961 + Penalty 3276.816404 = -3005178.994557
  nChanged 0
		SP:Iteration 36F (48757.270000 sec): 3 clusters
  Score: Raw -3008455.810961 + Penalty 3276.816404 = -3005178.994557
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 3 (146 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (48757.400000 sec): 2 clusters
  Score: Raw -16929.937136 + Penalty 809.836076 = -16120.101060
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (48757.570000 sec): 3 clusters
  Score: Raw -17156.933365 + Penalty 1619.672152 = -15537.261213
  nChanged 23
		SP:Iteration 1F (48757.690000 sec): 3 clusters
  Score: Raw -17262.445219 + Penalty 1619.672152 = -15642.773067
  nChanged 2
		SP:Iteration 2Q (48757.860000 sec): 3 clusters
  Score: Raw -17277.105964 + Penalty 1619.672152 = -15657.433812
  nChanged 1
		SP:Iteration 3Q (48758.010000 sec): 3 clusters
  Score: Raw -17278.427179 + Penalty 1619.672152 = -15658.755027
  nChanged 0
		SP:Iteration 4F (48758.150000 sec): 3 clusters
  Score: Raw -17278.427179 + Penalty 1619.672152 = -15658.755027
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 4 (1341 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (48758.270000 sec): 2 clusters
  Score: Raw -150120.023181 + Penalty 1170.190269 = -148949.832912
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (48758.430000 sec): 3 clusters
  Score: Raw -149631.197410 + Penalty 2340.380537 = -147290.816873
  nChanged 459
		SP:Iteration 1F (48758.600000 sec): 3 clusters
  Score: Raw -150057.038178 + Penalty 2340.380537 = -147716.657641
  nChanged 145
		SP:Iteration 2F (48758.690000 sec): 3 clusters
  Score: Raw -150315.706119 + Penalty 2340.380537 = -147975.325582
  nChanged 91
		SP:Iteration 3F (48758.860000 sec): 3 clusters
  Score: Raw -150453.213863 + Penalty 2340.380537 = -148112.833326
  nChanged 60
		SP:Iteration 4Q (48759.020000 sec): 3 clusters
  Score: Raw -150517.019190 + Penalty 2340.380537 = -148176.638653
  nChanged 46
		SP:Iteration 5Q (48759.210000 sec): 3 clusters
  Score: Raw -150573.281013 + Penalty 2340.380537 = -148232.900476
  nChanged 32
		SP:Iteration 6Q (48759.380000 sec): 3 clusters
  Score: Raw -150616.334653 + Penalty 2340.380537 = -148275.954116
  nChanged 24
		SP:Iteration 7Q (48759.530000 sec): 3 clusters
  Score: Raw -150643.373270 + Penalty 2340.380537 = -148302.992733
  nChanged 34
		SP:Iteration 8Q (48759.670000 sec): 3 clusters
  Score: Raw -150695.895217 + Penalty 2340.380537 = -148355.514680
  nChanged 25
		SP:Iteration 9Q (48759.820000 sec): 3 clusters
  Score: Raw -150726.534687 + Penalty 2340.380537 = -148386.154150
  nChanged 16
		SP:Iteration 10Q (48759.990000 sec): 3 clusters
  Score: Raw -150749.101046 + Penalty 2340.380537 = -148408.720509
  nChanged 12
		SP:Iteration 11Q (48760.150000 sec): 3 clusters
  Score: Raw -150762.459905 + Penalty 2340.380537 = -148422.079368
  nChanged 14
		SP:Iteration 12Q (48760.290000 sec): 3 clusters
  Score: Raw -150781.883264 + Penalty 2340.380537 = -148441.502727
  nChanged 11
		SP:Iteration 13Q (48760.430000 sec): 3 clusters
  Score: Raw -150798.522392 + Penalty 2340.380537 = -148458.141855
  nChanged 13
		SP:Iteration 14Q (48760.570000 sec): 3 clusters
  Score: Raw -150809.697165 + Penalty 2340.380537 = -148469.316627
  nChanged 9
		SP:Iteration 15Q (48760.730000 sec): 3 clusters
  Score: Raw -150814.914510 + Penalty 2340.380537 = -148474.533973
  nChanged 2
		SP:Iteration 16Q (48760.900000 sec): 3 clusters
  Score: Raw -150816.834794 + Penalty 2340.380537 = -148476.454257
  nChanged 2
		SP:Iteration 17Q (48761.080000 sec): 3 clusters
  Score: Raw -150817.454657 + Penalty 2340.380537 = -148477.074120
  nChanged 0
		SP:Iteration 18F (48761.230000 sec): 3 clusters
  Score: Raw -150817.454657 + Penalty 2340.380537 = -148477.074120
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 5 (5373 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (48761.350000 sec): 2 clusters
  Score: Raw -649684.866935 + Penalty 1395.735525 = -648289.131410
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (48761.580000 sec): 3 clusters
  Score: Raw -646871.998230 + Penalty 2791.471049 = -644080.527181
  nChanged 2188
		SP:Iteration 1F (48761.720000 sec): 3 clusters
  Score: Raw -648072.314577 + Penalty 2791.471049 = -645280.843527
  nChanged 401
		SP:Iteration 2F (48761.870000 sec): 3 clusters
  Score: Raw -648296.851724 + Penalty 2791.471049 = -645505.380675
  nChanged 353
		SP:Iteration 3F (48762.060000 sec): 3 clusters
  Score: Raw -648521.019325 + Penalty 2791.471049 = -645729.548276
  nChanged 337
		SP:Iteration 4F (48762.240000 sec): 3 clusters
  Score: Raw -648747.331820 + Penalty 2791.471049 = -645955.860771
  nChanged 325
		SP:Iteration 5F (48762.440000 sec): 3 clusters
  Score: Raw -648978.471129 + Penalty 2791.471049 = -646187.000080
  nChanged 297
		SP:Iteration 6F (48762.570000 sec): 3 clusters
  Score: Raw -649207.980165 + Penalty 2791.471049 = -646416.509116
  nChanged 287
		SP:Iteration 7F (48762.780000 sec): 3 clusters
  Score: Raw -649430.216692 + Penalty 2791.471049 = -646638.745642
  nChanged 222
		SP:Iteration 8Q (48762.910000 sec): 3 clusters
  Score: Raw -649590.967375 + Penalty 2791.471049 = -646799.496325
  nChanged 193
		SP:Iteration 9Q (48763.090000 sec): 3 clusters
  Score: Raw -649721.425675 + Penalty 2791.471049 = -646929.954626
  nChanged 149
		SP:Iteration 10Q (48763.280000 sec): 3 clusters
  Score: Raw -649808.614952 + Penalty 2791.471049 = -647017.143902
  nChanged 109
		SP:Iteration 11Q (48763.440000 sec): 3 clusters
  Score: Raw -649865.592078 + Penalty 2791.471049 = -647074.121029
  nChanged 75
		SP:Iteration 12Q (48763.630000 sec): 3 clusters
  Score: Raw -649897.566536 + Penalty 2791.471049 = -647106.095487
  nChanged 58
		SP:Iteration 13Q (48763.850000 sec): 3 clusters
  Score: Raw -649924.495851 + Penalty 2791.471049 = -647133.024801
  nChanged 45
		SP:Iteration 14Q (48764.000000 sec): 3 clusters
  Score: Raw -649943.476650 + Penalty 2791.471049 = -647152.005601
  nChanged 37
		SP:Iteration 15Q (48764.160000 sec): 3 clusters
  Score: Raw -649957.931453 + Penalty 2791.471049 = -647166.460404
  nChanged 27
		SP:Iteration 16Q (48764.360000 sec): 3 clusters
  Score: Raw -649970.856890 + Penalty 2791.471049 = -647179.385840
  nChanged 22
		SP:Iteration 17Q (48764.510000 sec): 3 clusters
  Score: Raw -649978.188437 + Penalty 2791.471049 = -647186.717388
  nChanged 20
		SP:Iteration 18Q (48764.740000 sec): 3 clusters
  Score: Raw -649985.810357 + Penalty 2791.471049 = -647194.339307
  nChanged 22
		SP:Iteration 19Q (48764.900000 sec): 3 clusters
  Score: Raw -649995.058221 + Penalty 2791.471049 = -647203.587171
  nChanged 16
		SP:Iteration 20F (48765.030000 sec): 3 clusters
  Score: Raw -650000.819647 + Penalty 2791.471049 = -647209.348597
  nChanged 13
		SP:Iteration 21Q (48765.230000 sec): 3 clusters
  Score: Raw -650004.259741 + Penalty 2791.471049 = -647212.788692
  nChanged 10
		SP:Iteration 22Q (48765.430000 sec): 3 clusters
  Score: Raw -650007.632431 + Penalty 2791.471049 = -647216.161381
  nChanged 9
		SP:Iteration 23Q (48765.580000 sec): 3 clusters
  Score: Raw -650009.990637 + Penalty 2791.471049 = -647218.519588
  nChanged 7
		SP:Iteration 24Q (48765.820000 sec): 3 clusters
  Score: Raw -650011.503766 + Penalty 2791.471049 = -647220.032717
  nChanged 3
		SP:Iteration 25Q (48765.970000 sec): 3 clusters
  Score: Raw -650012.345085 + Penalty 2791.471049 = -647220.874036
  nChanged 0
		SP:Iteration 26F (48766.140000 sec): 3 clusters
  Score: Raw -650012.345085 + Penalty 2791.471049 = -647220.874036
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 6 (970 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (48766.230000 sec): 2 clusters
  Score: Raw -113508.727423 + Penalty 1117.560612 = -112391.166811
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (48766.410000 sec): 3 clusters
  Score: Raw -113229.648214 + Penalty 2235.121223 = -110994.526990
  nChanged 284
		SP:Iteration 1F (48766.580000 sec): 3 clusters
  Score: Raw -113508.452045 + Penalty 2235.121223 = -111273.330822
  nChanged 73
		SP:Iteration 2F (48766.750000 sec): 3 clusters
  Score: Raw -113604.311100 + Penalty 2235.121223 = -111369.189877
  nChanged 45
		SP:Iteration 3Q (48766.860000 sec): 3 clusters
  Score: Raw -113676.942670 + Penalty 2235.121223 = -111441.821447
  nChanged 38
		SP:Iteration 4Q (48766.990000 sec): 3 clusters
  Score: Raw -113733.375772 + Penalty 2235.121223 = -111498.254549
  nChanged 27
		SP:Iteration 5Q (48767.150000 sec): 3 clusters
  Score: Raw -113775.087131 + Penalty 2235.121223 = -111539.965907
  nChanged 22
		SP:Iteration 6Q (48767.330000 sec): 3 clusters
  Score: Raw -113797.809030 + Penalty 2235.121223 = -111562.687807
  nChanged 16
		SP:Iteration 7Q (48767.510000 sec): 3 clusters
  Score: Raw -113822.056365 + Penalty 2235.121223 = -111586.935141
  nChanged 16
		SP:Iteration 8Q (48767.630000 sec): 3 clusters
  Score: Raw -113837.111371 + Penalty 2235.121223 = -111601.990148
  nChanged 20
		SP:Iteration 9Q (48767.760000 sec): 3 clusters
  Score: Raw -113859.858182 + Penalty 2235.121223 = -111624.736958
  nChanged 18
		SP:Iteration 10Q (48767.890000 sec): 3 clusters
  Score: Raw -113873.887807 + Penalty 2235.121223 = -111638.766584
  nChanged 14
		SP:Iteration 11Q (48768.040000 sec): 3 clusters
  Score: Raw -113883.684905 + Penalty 2235.121223 = -111648.563681
  nChanged 8
		SP:Iteration 12Q (48768.160000 sec): 3 clusters
  Score: Raw -113891.071299 + Penalty 2235.121223 = -111655.950076
  nChanged 3
		SP:Iteration 13Q (48768.300000 sec): 3 clusters
  Score: Raw -113893.502111 + Penalty 2235.121223 = -111658.380888
  nChanged 5
		SP:Iteration 14Q (48768.430000 sec): 3 clusters
  Score: Raw -113899.246296 + Penalty 2235.121223 = -111664.125073
  nChanged 3
		SP:Iteration 15Q (48768.580000 sec): 3 clusters
  Score: Raw -113902.494281 + Penalty 2235.121223 = -111667.373058
  nChanged 6
		SP:Iteration 16Q (48768.740000 sec): 3 clusters
  Score: Raw -113908.030421 + Penalty 2235.121223 = -111672.909198
  nChanged 3
		SP:Iteration 17Q (48768.900000 sec): 3 clusters
  Score: Raw -113917.007137 + Penalty 2235.121223 = -111681.885914
  nChanged 3
		SP:Iteration 18Q (48769.050000 sec): 3 clusters
  Score: Raw -113919.866899 + Penalty 2235.121223 = -111684.745675
  nChanged 4
		SP:Iteration 19Q (48769.220000 sec): 3 clusters
  Score: Raw -113924.737411 + Penalty 2235.121223 = -111689.616188
  nChanged 7
		SP:Iteration 20F (48769.360000 sec): 3 clusters
  Score: Raw -113932.221095 + Penalty 2235.121223 = -111697.099872
  nChanged 5
		SP:Iteration 21Q (48769.540000 sec): 3 clusters
  Score: Raw -113938.057951 + Penalty 2235.121223 = -111702.936728
  nChanged 4
		SP:Iteration 22Q (48769.730000 sec): 3 clusters
  Score: Raw -113945.013738 + Penalty 2235.121223 = -111709.892514
  nChanged 5
		SP:Iteration 23Q (48769.900000 sec): 3 clusters
  Score: Raw -113948.394471 + Penalty 2235.121223 = -111713.273248
  nChanged 6
		SP:Iteration 24Q (48770.030000 sec): 3 clusters
  Score: Raw -113952.187027 + Penalty 2235.121223 = -111717.065804
  nChanged 5
		SP:Iteration 25Q (48770.170000 sec): 3 clusters
  Score: Raw -113957.204354 + Penalty 2235.121223 = -111722.083130
  nChanged 3
		SP:Iteration 26Q (48770.300000 sec): 3 clusters
  Score: Raw -113959.650449 + Penalty 2235.121223 = -111724.529226
  nChanged 5
		SP:Iteration 27Q (48770.450000 sec): 3 clusters
  Score: Raw -113966.089487 + Penalty 2235.121223 = -111730.968263
  nChanged 2
		SP:Iteration 28Q (48770.610000 sec): 3 clusters
  Score: Raw -113967.267091 + Penalty 2235.121223 = -111732.145868
  nChanged 1
		SP:Iteration 29Q (48770.790000 sec): 3 clusters
  Score: Raw -113967.952219 + Penalty 2235.121223 = -111732.830996
  nChanged 0
		SP:Iteration 30F (48770.910000 sec): 3 clusters
  Score: Raw -113967.952219 + Penalty 2235.121223 = -111732.830996
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 7 (4084 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (48771.030000 sec): 2 clusters
  Score: Raw -497017.289403 + Penalty 1351.160229 = -495666.129174
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (48771.230000 sec): 3 clusters
  Score: Raw -494938.932543 + Penalty 2702.320458 = -492236.612085
  nChanged 1638
		SP:Iteration 1F (48771.400000 sec): 3 clusters
  Score: Raw -495883.529687 + Penalty 2702.320458 = -493181.209228
  nChanged 279
		SP:Iteration 2F (48771.540000 sec): 3 clusters
  Score: Raw -496033.886488 + Penalty 2702.320458 = -493331.566030
  nChanged 178
		SP:Iteration 3Q (48771.730000 sec): 3 clusters
  Score: Raw -496124.314696 + Penalty 2702.320458 = -493421.994238
  nChanged 143
		SP:Iteration 4Q (48771.860000 sec): 3 clusters
  Score: Raw -496191.592089 + Penalty 2702.320458 = -493489.271630
  nChanged 129
		SP:Iteration 5Q (48772.020000 sec): 3 clusters
  Score: Raw -496262.597785 + Penalty 2702.320458 = -493560.277327
  nChanged 130
		SP:Iteration 6Q (48772.130000 sec): 3 clusters
  Score: Raw -496326.454389 + Penalty 2702.320458 = -493624.133930
  nChanged 105
		SP:Iteration 7Q (48772.320000 sec): 3 clusters
  Score: Raw -496375.857778 + Penalty 2702.320458 = -493673.537320
  nChanged 102
		SP:Iteration 8Q (48772.480000 sec): 3 clusters
  Score: Raw -496433.107303 + Penalty 2702.320458 = -493730.786845
  nChanged 115
		SP:Iteration 9Q (48772.640000 sec): 3 clusters
  Score: Raw -496502.113929 + Penalty 2702.320458 = -493799.793471
  nChanged 97
		SP:Iteration 10Q (48772.820000 sec): 3 clusters
  Score: Raw -496562.916099 + Penalty 2702.320458 = -493860.595641
  nChanged 108
		SP:Iteration 11Q (48772.980000 sec): 3 clusters
  Score: Raw -496637.239021 + Penalty 2702.320458 = -493934.918562
  nChanged 101
		SP:Iteration 12Q (48773.160000 sec): 3 clusters
  Score: Raw -496714.615054 + Penalty 2702.320458 = -494012.294596
  nChanged 85
		SP:Iteration 13Q (48773.340000 sec): 3 clusters
  Score: Raw -496783.646528 + Penalty 2702.320458 = -494081.326070
  nChanged 87
		SP:Iteration 14Q (48773.470000 sec): 3 clusters
  Score: Raw -496852.576238 + Penalty 2702.320458 = -494150.255780
  nChanged 76
		SP:Iteration 15Q (48773.640000 sec): 3 clusters
  Score: Raw -496920.513176 + Penalty 2702.320458 = -494218.192717
  nChanged 75
		SP:Iteration 16Q (48773.760000 sec): 3 clusters
  Score: Raw -496987.898643 + Penalty 2702.320458 = -494285.578185
  nChanged 57
		SP:Iteration 17Q (48773.960000 sec): 3 clusters
  Score: Raw -497034.193637 + Penalty 2702.320458 = -494331.873179
  nChanged 32
		SP:Iteration 18Q (48774.150000 sec): 3 clusters
  Score: Raw -497061.023124 + Penalty 2702.320458 = -494358.702666
  nChanged 21
		SP:Iteration 19Q (48774.300000 sec): 3 clusters
  Score: Raw -497081.417414 + Penalty 2702.320458 = -494379.096956
  nChanged 23
		SP:Iteration 20F (48774.480000 sec): 3 clusters
  Score: Raw -497102.869134 + Penalty 2702.320458 = -494400.548675
  nChanged 17
		SP:Iteration 21Q (48774.640000 sec): 3 clusters
  Score: Raw -497119.628216 + Penalty 2702.320458 = -494417.307757
  nChanged 14
		SP:Iteration 22Q (48774.790000 sec): 3 clusters
  Score: Raw -497131.976871 + Penalty 2702.320458 = -494429.656413
  nChanged 11
		SP:Iteration 23Q (48774.960000 sec): 3 clusters
  Score: Raw -497143.254647 + Penalty 2702.320458 = -494440.934189
  nChanged 9
		SP:Iteration 24Q (48775.110000 sec): 3 clusters
  Score: Raw -497151.428807 + Penalty 2702.320458 = -494449.108348
  nChanged 9
		SP:Iteration 25Q (48775.260000 sec): 3 clusters
  Score: Raw -497158.559950 + Penalty 2702.320458 = -494456.239492
  nChanged 3
		SP:Iteration 26Q (48775.420000 sec): 3 clusters
  Score: Raw -497160.420811 + Penalty 2702.320458 = -494458.100353
  nChanged 2
		SP:Iteration 27Q (48775.550000 sec): 3 clusters
  Score: Raw -497161.622435 + Penalty 2702.320458 = -494459.301977
  nChanged 1
		SP:Iteration 28Q (48775.730000 sec): 3 clusters
  Score: Raw -497162.564319 + Penalty 2702.320458 = -494460.243861
  nChanged 1
		SP:Iteration 29Q (48775.860000 sec): 3 clusters
  Score: Raw -497162.723710 + Penalty 2702.320458 = -494460.403251
  nChanged 0
		SP:Iteration 30F (48776.020000 sec): 3 clusters
  Score: Raw -497162.723710 + Penalty 2702.320458 = -494460.403251
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 8 (2582 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (48776.130000 sec): 2 clusters
  Score: Raw -299689.468383 + Penalty 1276.651930 = -298412.816453
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (48776.340000 sec): 3 clusters
  Score: Raw -298478.387511 + Penalty 2553.303861 = -295925.083650
  nChanged 968
		SP:Iteration 1F (48776.460000 sec): 3 clusters
  Score: Raw -299002.334589 + Penalty 2553.303861 = -296449.030728
  nChanged 177
		SP:Iteration 2F (48776.610000 sec): 3 clusters
  Score: Raw -299106.253346 + Penalty 2553.303861 = -296552.949485
  nChanged 123
		SP:Iteration 3Q (48776.740000 sec): 3 clusters
  Score: Raw -299186.441885 + Penalty 2553.303861 = -296633.138024
  nChanged 95
		SP:Iteration 4Q (48776.920000 sec): 3 clusters
  Score: Raw -299244.769019 + Penalty 2553.303861 = -296691.465159
  nChanged 77
		SP:Iteration 5Q (48777.070000 sec): 3 clusters
  Score: Raw -299292.408725 + Penalty 2553.303861 = -296739.104864
  nChanged 59
		SP:Iteration 6Q (48777.210000 sec): 3 clusters
  Score: Raw -299327.334917 + Penalty 2553.303861 = -296774.031056
  nChanged 42
		SP:Iteration 7Q (48777.370000 sec): 3 clusters
  Score: Raw -299347.895088 + Penalty 2553.303861 = -296794.591227
  nChanged 39
		SP:Iteration 8Q (48777.530000 sec): 3 clusters
  Score: Raw -299374.123269 + Penalty 2553.303861 = -296820.819408
  nChanged 36
		SP:Iteration 9Q (48777.680000 sec): 3 clusters
  Score: Raw -299396.250615 + Penalty 2553.303861 = -296842.946754
  nChanged 36
		SP:Iteration 10Q (48777.870000 sec): 3 clusters
  Score: Raw -299420.123431 + Penalty 2553.303861 = -296866.819570
  nChanged 47
		SP:Iteration 11Q (48778.000000 sec): 3 clusters
  Score: Raw -299441.483737 + Penalty 2553.303861 = -296888.179877
  nChanged 41
		SP:Iteration 12Q (48778.140000 sec): 3 clusters
  Score: Raw -299460.339656 + Penalty 2553.303861 = -296907.035795
  nChanged 34
		SP:Iteration 13Q (48778.290000 sec): 3 clusters
  Score: Raw -299474.435105 + Penalty 2553.303861 = -296921.131244
  nChanged 32
		SP:Iteration 14Q (48778.490000 sec): 3 clusters
  Score: Raw -299492.086202 + Penalty 2553.303861 = -296938.782342
  nChanged 35
		SP:Iteration 15Q (48778.600000 sec): 3 clusters
  Score: Raw -299509.861303 + Penalty 2553.303861 = -296956.557443
  nChanged 34
		SP:Iteration 16Q (48778.770000 sec): 3 clusters
  Score: Raw -299524.034108 + Penalty 2553.303861 = -296970.730248
  nChanged 30
		SP:Iteration 17Q (48778.970000 sec): 3 clusters
  Score: Raw -299539.457461 + Penalty 2553.303861 = -296986.153600
  nChanged 34
		SP:Iteration 18Q (48779.090000 sec): 3 clusters
  Score: Raw -299556.002841 + Penalty 2553.303861 = -297002.698981
  nChanged 32
		SP:Iteration 19Q (48779.280000 sec): 3 clusters
  Score: Raw -299571.153750 + Penalty 2553.303861 = -297017.849889
  nChanged 29
		SP:Iteration 20F (48779.470000 sec): 3 clusters
  Score: Raw -299581.998982 + Penalty 2553.303861 = -297028.695121
  nChanged 20
		SP:Iteration 21Q (48779.590000 sec): 3 clusters
  Score: Raw -299591.181055 + Penalty 2553.303861 = -297037.877194
  nChanged 19
		SP:Iteration 22Q (48779.730000 sec): 3 clusters
  Score: Raw -299600.723494 + Penalty 2553.303861 = -297047.419633
  nChanged 22
		SP:Iteration 23Q (48779.930000 sec): 3 clusters
  Score: Raw -299612.729994 + Penalty 2553.303861 = -297059.426133
  nChanged 31
		SP:Iteration 24Q (48780.070000 sec): 3 clusters
  Score: Raw -299624.191598 + Penalty 2553.303861 = -297070.887737
  nChanged 21
		SP:Iteration 25Q (48780.250000 sec): 3 clusters
  Score: Raw -299633.539617 + Penalty 2553.303861 = -297080.235756
  nChanged 20
		SP:Iteration 26Q (48780.450000 sec): 3 clusters
  Score: Raw -299641.744589 + Penalty 2553.303861 = -297088.440728
  nChanged 21
		SP:Iteration 27Q (48780.570000 sec): 3 clusters
  Score: Raw -299650.599313 + Penalty 2553.303861 = -297097.295452
  nChanged 23
		SP:Iteration 28Q (48780.730000 sec): 3 clusters
  Score: Raw -299659.272087 + Penalty 2553.303861 = -297105.968227
  nChanged 23
		SP:Iteration 29Q (48780.900000 sec): 3 clusters
  Score: Raw -299668.593708 + Penalty 2553.303861 = -297115.289848
  nChanged 28
		SP:Iteration 30Q (48781.040000 sec): 3 clusters
  Score: Raw -299683.991184 + Penalty 2553.303861 = -297130.687323
  nChanged 37
		SP:Iteration 31Q (48781.210000 sec): 3 clusters
  Score: Raw -299702.884580 + Penalty 2553.303861 = -297149.580719
  nChanged 44
		SP:Iteration 32Q (48781.360000 sec): 3 clusters
  Score: Raw -299726.082882 + Penalty 2553.303861 = -297172.779021
  nChanged 44
		SP:Iteration 33Q (48781.570000 sec): 3 clusters
  Score: Raw -299751.430614 + Penalty 2553.303861 = -297198.126753
  nChanged 44
		SP:Iteration 34Q (48781.690000 sec): 3 clusters
  Score: Raw -299775.881411 + Penalty 2553.303861 = -297222.577550
  nChanged 33
		SP:Iteration 35Q (48781.820000 sec): 3 clusters
  Score: Raw -299794.364954 + Penalty 2553.303861 = -297241.061093
  nChanged 33
		SP:Iteration 36Q (48781.980000 sec): 3 clusters
  Score: Raw -299814.952087 + Penalty 2553.303861 = -297261.648226
  nChanged 27
		SP:Iteration 37Q (48782.150000 sec): 3 clusters
  Score: Raw -299831.475018 + Penalty 2553.303861 = -297278.171157
  nChanged 25
		SP:Iteration 38Q (48782.300000 sec): 3 clusters
  Score: Raw -299848.368559 + Penalty 2553.303861 = -297295.064698
  nChanged 32
		SP:Iteration 39Q (48782.460000 sec): 3 clusters
  Score: Raw -299868.846849 + Penalty 2553.303861 = -297315.542989
  nChanged 21
		SP:Iteration 40F (48782.600000 sec): 3 clusters
  Score: Raw -299882.066841 + Penalty 2553.303861 = -297328.762980
  nChanged 24
		SP:Iteration 41Q (48782.770000 sec): 3 clusters
  Score: Raw -299902.318173 + Penalty 2553.303861 = -297349.014312
  nChanged 25
		SP:Iteration 42Q (48782.950000 sec): 3 clusters
  Score: Raw -299918.751746 + Penalty 2553.303861 = -297365.447885
  nChanged 17
		SP:Iteration 43Q (48783.110000 sec): 3 clusters
  Score: Raw -299932.714332 + Penalty 2553.303861 = -297379.410471
  nChanged 23
		SP:Iteration 44Q (48783.230000 sec): 3 clusters
  Score: Raw -299949.600726 + Penalty 2553.303861 = -297396.296865
  nChanged 15
		SP:Iteration 45Q (48783.390000 sec): 3 clusters
  Score: Raw -299960.979531 + Penalty 2553.303861 = -297407.675670
  nChanged 15
		SP:Iteration 46Q (48783.560000 sec): 3 clusters
  Score: Raw -299975.022168 + Penalty 2553.303861 = -297421.718308
  nChanged 14
		SP:Iteration 47Q (48783.710000 sec): 3 clusters
  Score: Raw -299987.542367 + Penalty 2553.303861 = -297434.238506
  nChanged 16
		SP:Iteration 48Q (48783.880000 sec): 3 clusters
  Score: Raw -300001.387983 + Penalty 2553.303861 = -297448.084122
  nChanged 18
		SP:Iteration 49Q (48784.030000 sec): 3 clusters
  Score: Raw -300014.877299 + Penalty 2553.303861 = -297461.573438
  nChanged 17
		SP:Iteration 50Q (48784.190000 sec): 3 clusters
  Score: Raw -300025.261794 + Penalty 2553.303861 = -297471.957933
  nChanged 10
		SP:Iteration 51Q (48784.380000 sec): 3 clusters
  Score: Raw -300029.481835 + Penalty 2553.303861 = -297476.177974
  nChanged 5
		SP:Iteration 52Q (48784.510000 sec): 3 clusters
  Score: Raw -300033.615116 + Penalty 2553.303861 = -297480.311255
  nChanged 8
		SP:Iteration 53Q (48784.730000 sec): 3 clusters
  Score: Raw -300038.595156 + Penalty 2553.303861 = -297485.291295
  nChanged 6
		SP:Iteration 54Q (48784.850000 sec): 3 clusters
  Score: Raw -300044.262877 + Penalty 2553.303861 = -297490.959016
  nChanged 5
		SP:Iteration 55Q (48785.040000 sec): 3 clusters
  Score: Raw -300049.475366 + Penalty 2553.303861 = -297496.171506
  nChanged 5
		SP:Iteration 56Q (48785.200000 sec): 3 clusters
  Score: Raw -300052.084096 + Penalty 2553.303861 = -297498.780236
  nChanged 3
		SP:Iteration 57Q (48785.400000 sec): 3 clusters
  Score: Raw -300054.616822 + Penalty 2553.303861 = -297501.312961
  nChanged 3
		SP:Iteration 58Q (48785.550000 sec): 3 clusters
  Score: Raw -300056.102698 + Penalty 2553.303861 = -297502.798837
  nChanged 1
		SP:Iteration 59Q (48785.690000 sec): 3 clusters
  Score: Raw -300057.443159 + Penalty 2553.303861 = -297504.139298
  nChanged 2
		SP:Iteration 60F (48785.810000 sec): 3 clusters
  Score: Raw -300057.982376 + Penalty 2553.303861 = -297504.678516
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 9 (346484 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (48787.510000 sec): 2 clusters
  Score: Raw -42506547.446030 + Penalty 2072.783687 = -42504474.662343
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (48789.900000 sec): 3 clusters
  Score: Raw -42274372.436915 + Penalty 4145.567374 = -42270226.869541
  nChanged 169379
		SP:Iteration 1F (48792.280000 sec): 3 clusters
  Score: Raw -42377396.299462 + Penalty 4145.567374 = -42373250.732088
  nChanged 12974
		SP:Iteration 2Q (48794.710000 sec): 3 clusters
  Score: Raw -42381807.053517 + Penalty 4145.567374 = -42377661.486143
  nChanged 18446
		SP:Iteration 3F (48797.040000 sec): 3 clusters
  Score: Raw -42390821.342059 + Penalty 4145.567374 = -42386675.774685
  nChanged 25466
		SP:Iteration 4F (48799.280000 sec): 3 clusters
  Score: Raw -42408081.828213 + Penalty 4145.567374 = -42403936.260839
  nChanged 31150
		SP:Iteration 5F (48801.300000 sec): 3 clusters
  Score: Raw -42434566.800887 + Penalty 4145.567374 = -42430421.233513
  nChanged 30809
		SP:Iteration 6F (48803.460000 sec): 3 clusters
  Score: Raw -42464237.361612 + Penalty 4145.567374 = -42460091.794238
  nChanged 23037
		SP:Iteration 7F (48805.840000 sec): 3 clusters
  Score: Raw -42486855.735876 + Penalty 4145.567374 = -42482710.168502
  nChanged 12704
		SP:Iteration 8Q (48808.310000 sec): 3 clusters
  Score: Raw -42498685.100503 + Penalty 4145.567374 = -42494539.533129
  nChanged 5712
		SP:Iteration 9Q (48810.430000 sec): 3 clusters
  Score: Raw -42503609.291034 + Penalty 4145.567374 = -42499463.723660
  nChanged 2324
		SP:Iteration 10Q (48812.300000 sec): 3 clusters
  Score: Raw -42505471.400729 + Penalty 4145.567374 = -42501325.833355
  nChanged 952
		SP:Iteration 11Q (48814.200000 sec): 3 clusters
  Score: Raw -42506155.846560 + Penalty 4145.567374 = -42502010.279185
  nChanged 430
		SP:Iteration 12Q (48816.140000 sec): 3 clusters
  Score: Raw -42506457.592409 + Penalty 4145.567374 = -42502312.025034
  nChanged 260
		SP:Iteration 13Q (48818.040000 sec): 3 clusters
  Score: Raw -42506638.822648 + Penalty 4145.567374 = -42502493.255274
  nChanged 175
		SP:Iteration 14Q (48819.870000 sec): 3 clusters
  Score: Raw -42506759.380792 + Penalty 4145.567374 = -42502613.813418
  nChanged 123
		SP:Iteration 15Q (48821.920000 sec): 3 clusters
  Score: Raw -42506849.415739 + Penalty 4145.567374 = -42502703.848365
  nChanged 80
		SP:Iteration 16Q (48823.820000 sec): 3 clusters
  Score: Raw -42506908.368666 + Penalty 4145.567374 = -42502762.801292
  nChanged 65
		SP:Iteration 17Q (48825.640000 sec): 3 clusters
  Score: Raw -42506948.008285 + Penalty 4145.567374 = -42502802.440911
  nChanged 43
		SP:Iteration 18Q (48827.550000 sec): 3 clusters
  Score: Raw -42506978.225492 + Penalty 4145.567374 = -42502832.658118
  nChanged 42
		SP:Iteration 19Q (48829.270000 sec): 3 clusters
  Score: Raw -42507008.075512 + Penalty 4145.567374 = -42502862.508138
  nChanged 41
		SP:Iteration 20F (48831.300000 sec): 3 clusters
  Score: Raw -42507036.717496 + Penalty 4145.567374 = -42502891.150122
  nChanged 37
		SP:Iteration 21Q (48833.230000 sec): 3 clusters
  Score: Raw -42507059.937615 + Penalty 4145.567374 = -42502914.370241
  nChanged 36
		SP:Iteration 22Q (48835.080000 sec): 3 clusters
  Score: Raw -42507077.776233 + Penalty 4145.567374 = -42502932.208858
  nChanged 33
		SP:Iteration 23Q (48836.840000 sec): 3 clusters
  Score: Raw -42507093.019903 + Penalty 4145.567374 = -42502947.452529
  nChanged 18
		SP:Iteration 24Q (48838.720000 sec): 3 clusters
  Score: Raw -42507101.864707 + Penalty 4145.567374 = -42502956.297333
  nChanged 14
		SP:Iteration 25Q (48840.760000 sec): 3 clusters
  Score: Raw -42507107.155576 + Penalty 4145.567374 = -42502961.588201
  nChanged 14
		SP:Iteration 26Q (48842.790000 sec): 3 clusters
  Score: Raw -42507113.528650 + Penalty 4145.567374 = -42502967.961276
  nChanged 17
		SP:Iteration 27Q (48844.720000 sec): 3 clusters
  Score: Raw -42507119.690134 + Penalty 4145.567374 = -42502974.122759
  nChanged 8
		SP:Iteration 28Q (48846.760000 sec): 3 clusters
  Score: Raw -42507122.235213 + Penalty 4145.567374 = -42502976.667838
  nChanged 6
		SP:Iteration 29Q (48848.940000 sec): 3 clusters
  Score: Raw -42507125.076052 + Penalty 4145.567374 = -42502979.508678
  nChanged 9
		SP:Iteration 30Q (48850.890000 sec): 3 clusters
  Score: Raw -42507128.790430 + Penalty 4145.567374 = -42502983.223056
  nChanged 10
		SP:Iteration 31Q (48852.640000 sec): 3 clusters
  Score: Raw -42507132.256890 + Penalty 4145.567374 = -42502986.689516
  nChanged 11
		SP:Iteration 32Q (48855.130000 sec): 3 clusters
  Score: Raw -42507138.034623 + Penalty 4145.567374 = -42502992.467249
  nChanged 11
		SP:Iteration 33Q (48857.230000 sec): 3 clusters
  Score: Raw -42507143.469786 + Penalty 4145.567374 = -42502997.902412
  nChanged 16
		SP:Iteration 34Q (48859.200000 sec): 3 clusters
  Score: Raw -42507150.354046 + Penalty 4145.567374 = -42503004.786672
  nChanged 9
		SP:Iteration 35Q (48860.880000 sec): 3 clusters
  Score: Raw -42507155.899500 + Penalty 4145.567374 = -42503010.332126
  nChanged 16
		SP:Iteration 36Q (48862.500000 sec): 3 clusters
  Score: Raw -42507164.167331 + Penalty 4145.567374 = -42503018.599957
  nChanged 16
		SP:Iteration 37Q (48864.200000 sec): 3 clusters
  Score: Raw -42507170.987420 + Penalty 4145.567374 = -42503025.420046
  nChanged 16
		SP:Iteration 38Q (48866.090000 sec): 3 clusters
  Score: Raw -42507177.926987 + Penalty 4145.567374 = -42503032.359613
  nChanged 18
		SP:Iteration 39Q (48867.850000 sec): 3 clusters
  Score: Raw -42507186.276339 + Penalty 4145.567374 = -42503040.708965
  nChanged 18
		SP:Iteration 40F (48869.650000 sec): 3 clusters
  Score: Raw -42507193.088053 + Penalty 4145.567374 = -42503047.520679
  nChanged 15
		SP:Iteration 41Q (48871.200000 sec): 3 clusters
  Score: Raw -42507198.038417 + Penalty 4145.567374 = -42503052.471043
  nChanged 9
		SP:Iteration 42Q (48872.640000 sec): 3 clusters
  Score: Raw -42507201.699144 + Penalty 4145.567374 = -42503056.131770
  nChanged 13
		SP:Iteration 43Q (48874.140000 sec): 3 clusters
  Score: Raw -42507207.305755 + Penalty 4145.567374 = -42503061.738381
  nChanged 12
		SP:Iteration 44Q (48875.760000 sec): 3 clusters
  Score: Raw -42507212.239772 + Penalty 4145.567374 = -42503066.672398
  nChanged 10
		SP:Iteration 45Q (48877.510000 sec): 3 clusters
  Score: Raw -42507215.664104 + Penalty 4145.567374 = -42503070.096730
  nChanged 7
		SP:Iteration 46Q (48879.290000 sec): 3 clusters
  Score: Raw -42507218.095428 + Penalty 4145.567374 = -42503072.528054
  nChanged 8
		SP:Iteration 47Q (48881.030000 sec): 3 clusters
  Score: Raw -42507220.821840 + Penalty 4145.567374 = -42503075.254466
  nChanged 7
		SP:Iteration 48Q (48882.700000 sec): 3 clusters
  Score: Raw -42507222.889871 + Penalty 4145.567374 = -42503077.322497
  nChanged 5
		SP:Iteration 49Q (48884.220000 sec): 3 clusters
  Score: Raw -42507224.873509 + Penalty 4145.567374 = -42503079.306135
  nChanged 5
		SP:Iteration 50Q (48885.890000 sec): 3 clusters
  Score: Raw -42507226.177388 + Penalty 4145.567374 = -42503080.610014
  nChanged 3
		SP:Iteration 51Q (48887.670000 sec): 3 clusters
  Score: Raw -42507227.265229 + Penalty 4145.567374 = -42503081.697855
  nChanged 4
		SP:Iteration 52Q (48889.350000 sec): 3 clusters
  Score: Raw -42507229.160502 + Penalty 4145.567374 = -42503083.593128
  nChanged 5
		SP:Iteration 53Q (48891.090000 sec): 3 clusters
  Score: Raw -42507231.370977 + Penalty 4145.567374 = -42503085.803603
  nChanged 6
		SP:Iteration 54Q (48892.850000 sec): 3 clusters
  Score: Raw -42507233.874108 + Penalty 4145.567374 = -42503088.306734
  nChanged 5
		SP:Iteration 55Q (48894.590000 sec): 3 clusters
  Score: Raw -42507235.109836 + Penalty 4145.567374 = -42503089.542462
  nChanged 3
		SP:Iteration 56Q (48896.320000 sec): 3 clusters
  Score: Raw -42507236.234042 + Penalty 4145.567374 = -42503090.666668
  nChanged 3
		SP:Iteration 57Q (48898.150000 sec): 3 clusters
  Score: Raw -42507237.058674 + Penalty 4145.567374 = -42503091.491300
  nChanged 2
		SP:Iteration 58Q (48899.860000 sec): 3 clusters
  Score: Raw -42507237.828643 + Penalty 4145.567374 = -42503092.261269
  nChanged 0
		SP:Iteration 59F (48902.030000 sec): 3 clusters
  Score: Raw -42507237.828643 + Penalty 4145.567374 = -42503092.261269
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 10 (30931 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (48902.350000 sec): 2 clusters
  Score: Raw -3652946.525832 + Penalty 1680.171057 = -3651266.354775
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (48902.790000 sec): 3 clusters
  Score: Raw -3633777.692379 + Penalty 3360.342114 = -3630417.350265
  nChanged 14338
		SP:Iteration 1F (48903.050000 sec): 3 clusters
  Score: Raw -3641746.068388 + Penalty 3360.342114 = -3638385.726274
  nChanged 1302
		SP:Iteration 2Q (48903.410000 sec): 3 clusters
  Score: Raw -3642097.347621 + Penalty 3360.342114 = -3638737.005508
  nChanged 1233
		SP:Iteration 3Q (48903.730000 sec): 3 clusters
  Score: Raw -3642464.456396 + Penalty 3360.342114 = -3639104.114282
  nChanged 1335
		SP:Iteration 4Q (48904.130000 sec): 3 clusters
  Score: Raw -3642911.323662 + Penalty 3360.342114 = -3639550.981548
  nChanged 1447
		SP:Iteration 5Q (48904.560000 sec): 3 clusters
  Score: Raw -3643471.182959 + Penalty 3360.342114 = -3640110.840845
  nChanged 1588
		SP:Iteration 6F (48904.970000 sec): 3 clusters
  Score: Raw -3644188.769484 + Penalty 3360.342114 = -3640828.427370
  nChanged 1762
		SP:Iteration 7F (48905.400000 sec): 3 clusters
  Score: Raw -3645191.253066 + Penalty 3360.342114 = -3641830.910953
  nChanged 1977
		SP:Iteration 8F (48905.830000 sec): 3 clusters
  Score: Raw -3646533.489963 + Penalty 3360.342114 = -3643173.147849
  nChanged 2072
		SP:Iteration 9F (48906.150000 sec): 3 clusters
  Score: Raw -3648137.102195 + Penalty 3360.342114 = -3644776.760081
  nChanged 1940
		SP:Iteration 10F (48906.500000 sec): 3 clusters
  Score: Raw -3649823.911268 + Penalty 3360.342114 = -3646463.569154
  nChanged 1604
		SP:Iteration 11F (48906.890000 sec): 3 clusters
  Score: Raw -3651319.894385 + Penalty 3360.342114 = -3647959.552271
  nChanged 1055
		SP:Iteration 12Q (48907.290000 sec): 3 clusters
  Score: Raw -3652323.793675 + Penalty 3360.342114 = -3648963.451561
  nChanged 532
		SP:Iteration 13Q (48907.690000 sec): 3 clusters
  Score: Raw -3652801.858852 + Penalty 3360.342114 = -3649441.516739
  nChanged 215
		SP:Iteration 14Q (48908.050000 sec): 3 clusters
  Score: Raw -3652984.291648 + Penalty 3360.342114 = -3649623.949534
  nChanged 90
		SP:Iteration 15Q (48908.420000 sec): 3 clusters
  Score: Raw -3653073.464616 + Penalty 3360.342114 = -3649713.122502
  nChanged 33
		SP:Iteration 16Q (48908.760000 sec): 3 clusters
  Score: Raw -3653107.728908 + Penalty 3360.342114 = -3649747.386794
  nChanged 14
		SP:Iteration 17Q (48909.100000 sec): 3 clusters
  Score: Raw -3653121.760061 + Penalty 3360.342114 = -3649761.417947
  nChanged 12
		SP:Iteration 18Q (48909.480000 sec): 3 clusters
  Score: Raw -3653136.433778 + Penalty 3360.342114 = -3649776.091664
  nChanged 6
		SP:Iteration 19Q (48909.840000 sec): 3 clusters
  Score: Raw -3653145.791640 + Penalty 3360.342114 = -3649785.449526
  nChanged 6
		SP:Iteration 20F (48910.200000 sec): 3 clusters
  Score: Raw -3653155.420280 + Penalty 3360.342114 = -3649795.078166
  nChanged 1
		SP:Iteration 21Q (48910.560000 sec): 3 clusters
  Score: Raw -3653156.391786 + Penalty 3360.342114 = -3649796.049672
  nChanged 2
		SP:Iteration 22Q (48910.960000 sec): 3 clusters
  Score: Raw -3653159.188567 + Penalty 3360.342114 = -3649798.846453
  nChanged 6
		SP:Iteration 23Q (48911.270000 sec): 3 clusters
  Score: Raw -3653168.605571 + Penalty 3360.342114 = -3649808.263457
  nChanged 3
		SP:Iteration 24Q (48911.630000 sec): 3 clusters
  Score: Raw -3653171.991633 + Penalty 3360.342114 = -3649811.649519
  nChanged 1
		SP:Iteration 25Q (48911.870000 sec): 3 clusters
  Score: Raw -3653173.149146 + Penalty 3360.342114 = -3649812.807032
  nChanged 1
		SP:Iteration 26Q (48912.190000 sec): 3 clusters
  Score: Raw -3653173.573744 + Penalty 3360.342114 = -3649813.231630
  nChanged 0
		SP:Iteration 27F (48912.650000 sec): 3 clusters
  Score: Raw -3653173.573744 + Penalty 3360.342114 = -3649813.231630
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 11 (1204 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (48912.710000 sec): 2 clusters
  Score: Raw -141660.426129 + Penalty 1152.678252 = -140507.747878
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (48912.910000 sec): 3 clusters
  Score: Raw -141276.349146 + Penalty 2305.356503 = -138970.992643
  nChanged 396
		SP:Iteration 1F (48913.070000 sec): 3 clusters
  Score: Raw -141717.696599 + Penalty 2305.356503 = -139412.340096
  nChanged 101
		SP:Iteration 2F (48913.230000 sec): 3 clusters
  Score: Raw -141862.635245 + Penalty 2305.356503 = -139557.278742
  nChanged 77
		SP:Iteration 3F (48913.390000 sec): 3 clusters
  Score: Raw -141957.926155 + Penalty 2305.356503 = -139652.569651
  nChanged 63
		SP:Iteration 4F (48913.550000 sec): 3 clusters
  Score: Raw -142050.344756 + Penalty 2305.356503 = -139744.988253
  nChanged 56
		SP:Iteration 5Q (48913.700000 sec): 3 clusters
  Score: Raw -142124.400957 + Penalty 2305.356503 = -139819.044454
  nChanged 55
		SP:Iteration 6Q (48913.860000 sec): 3 clusters
  Score: Raw -142200.749007 + Penalty 2305.356503 = -139895.392503
  nChanged 41
		SP:Iteration 7Q (48914.020000 sec): 3 clusters
  Score: Raw -142255.292568 + Penalty 2305.356503 = -139949.936064
  nChanged 26
		SP:Iteration 8Q (48914.180000 sec): 3 clusters
  Score: Raw -142293.579915 + Penalty 2305.356503 = -139988.223411
  nChanged 21
		SP:Iteration 9Q (48914.340000 sec): 3 clusters
  Score: Raw -142320.319949 + Penalty 2305.356503 = -140014.963446
  nChanged 12
		SP:Iteration 10Q (48914.500000 sec): 3 clusters
  Score: Raw -142329.885370 + Penalty 2305.356503 = -140024.528866
  nChanged 11
		SP:Iteration 11Q (48914.660000 sec): 3 clusters
  Score: Raw -142342.608716 + Penalty 2305.356503 = -140037.252212
  nChanged 6
		SP:Iteration 12Q (48914.840000 sec): 3 clusters
  Score: Raw -142348.429593 + Penalty 2305.356503 = -140043.073090
  nChanged 3
		SP:Iteration 13Q (48914.970000 sec): 3 clusters
  Score: Raw -142350.944738 + Penalty 2305.356503 = -140045.588235
  nChanged 0
		SP:Iteration 14F (48915.130000 sec): 3 clusters
  Score: Raw -142350.944738 + Penalty 2305.356503 = -140045.588235
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 12 (14770 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (48915.300000 sec): 2 clusters
  Score: Raw -1781102.846187 + Penalty 1560.057424 = -1779542.788764
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (48915.550000 sec): 3 clusters
  Score: Raw -1772420.204671 + Penalty 3120.114847 = -1769300.089824
  nChanged 6490
		SP:Iteration 1F (48915.770000 sec): 3 clusters
  Score: Raw -1776240.989643 + Penalty 3120.114847 = -1773120.874795
  nChanged 944
		SP:Iteration 2F (48915.990000 sec): 3 clusters
  Score: Raw -1776737.928906 + Penalty 3120.114847 = -1773617.814059
  nChanged 939
		SP:Iteration 3F (48916.260000 sec): 3 clusters
  Score: Raw -1777256.784317 + Penalty 3120.114847 = -1774136.669470
  nChanged 908
		SP:Iteration 4F (48916.540000 sec): 3 clusters
  Score: Raw -1777821.094105 + Penalty 3120.114847 = -1774700.979258
  nChanged 865
		SP:Iteration 5F (48916.820000 sec): 3 clusters
  Score: Raw -1778412.940992 + Penalty 3120.114847 = -1775292.826145
  nChanged 799
		SP:Iteration 6F (48917.060000 sec): 3 clusters
  Score: Raw -1779021.359265 + Penalty 3120.114847 = -1775901.244418
  nChanged 640
		SP:Iteration 7Q (48917.330000 sec): 3 clusters
  Score: Raw -1779551.741716 + Penalty 3120.114847 = -1776431.626869
  nChanged 548
		SP:Iteration 8Q (48917.620000 sec): 3 clusters
  Score: Raw -1780072.391167 + Penalty 3120.114847 = -1776952.276320
  nChanged 418
		SP:Iteration 9Q (48917.890000 sec): 3 clusters
  Score: Raw -1780430.685380 + Penalty 3120.114847 = -1777310.570533
  nChanged 328
		SP:Iteration 10Q (48918.090000 sec): 3 clusters
  Score: Raw -1780660.990390 + Penalty 3120.114847 = -1777540.875543
  nChanged 229
		SP:Iteration 11Q (48918.380000 sec): 3 clusters
  Score: Raw -1780816.911980 + Penalty 3120.114847 = -1777696.797133
  nChanged 175
		SP:Iteration 12Q (48918.620000 sec): 3 clusters
  Score: Raw -1780916.114544 + Penalty 3120.114847 = -1777795.999697
  nChanged 145
		SP:Iteration 13Q (48918.830000 sec): 3 clusters
  Score: Raw -1780984.509906 + Penalty 3120.114847 = -1777864.395059
  nChanged 118
		SP:Iteration 14Q (48919.100000 sec): 3 clusters
  Score: Raw -1781038.749247 + Penalty 3120.114847 = -1777918.634400
  nChanged 92
		SP:Iteration 15Q (48919.310000 sec): 3 clusters
  Score: Raw -1781076.719358 + Penalty 3120.114847 = -1777956.604511
  nChanged 68
		SP:Iteration 16Q (48919.550000 sec): 3 clusters
  Score: Raw -1781106.125509 + Penalty 3120.114847 = -1777986.010662
  nChanged 56
		SP:Iteration 17Q (48919.780000 sec): 3 clusters
  Score: Raw -1781130.240369 + Penalty 3120.114847 = -1778010.125522
  nChanged 53
		SP:Iteration 18Q (48920.030000 sec): 3 clusters
  Score: Raw -1781155.913511 + Penalty 3120.114847 = -1778035.798664
  nChanged 69
		SP:Iteration 19Q (48920.250000 sec): 3 clusters
  Score: Raw -1781188.146840 + Penalty 3120.114847 = -1778068.031993
  nChanged 66
		SP:Iteration 20F (48920.540000 sec): 3 clusters
  Score: Raw -1781213.161029 + Penalty 3120.114847 = -1778093.046182
  nChanged 49
		SP:Iteration 21Q (48920.820000 sec): 3 clusters
  Score: Raw -1781228.444925 + Penalty 3120.114847 = -1778108.330078
  nChanged 47
		SP:Iteration 22Q (48921.010000 sec): 3 clusters
  Score: Raw -1781243.559505 + Penalty 3120.114847 = -1778123.444658
  nChanged 36
		SP:Iteration 23Q (48921.240000 sec): 3 clusters
  Score: Raw -1781257.072850 + Penalty 3120.114847 = -1778136.958003
  nChanged 29
		SP:Iteration 24Q (48921.450000 sec): 3 clusters
  Score: Raw -1781267.186272 + Penalty 3120.114847 = -1778147.071425
  nChanged 19
		SP:Iteration 25Q (48921.680000 sec): 3 clusters
  Score: Raw -1781273.360338 + Penalty 3120.114847 = -1778153.245491
  nChanged 17
		SP:Iteration 26Q (48921.900000 sec): 3 clusters
  Score: Raw -1781277.208975 + Penalty 3120.114847 = -1778157.094128
  nChanged 11
		SP:Iteration 27Q (48922.140000 sec): 3 clusters
  Score: Raw -1781281.628319 + Penalty 3120.114847 = -1778161.513472
  nChanged 15
		SP:Iteration 28Q (48922.380000 sec): 3 clusters
  Score: Raw -1781285.805681 + Penalty 3120.114847 = -1778165.690834
  nChanged 12
		SP:Iteration 29Q (48922.670000 sec): 3 clusters
  Score: Raw -1781289.948861 + Penalty 3120.114847 = -1778169.834014
  nChanged 15
		SP:Iteration 30Q (48922.880000 sec): 3 clusters
  Score: Raw -1781294.355005 + Penalty 3120.114847 = -1778174.240158
  nChanged 5
		SP:Iteration 31Q (48923.140000 sec): 3 clusters
  Score: Raw -1781295.611923 + Penalty 3120.114847 = -1778175.497076
  nChanged 3
		SP:Iteration 32Q (48923.390000 sec): 3 clusters
  Score: Raw -1781296.129130 + Penalty 3120.114847 = -1778176.014283
  nChanged 1
		SP:Iteration 33Q (48923.640000 sec): 3 clusters
  Score: Raw -1781296.383083 + Penalty 3120.114847 = -1778176.268236
  nChanged 1
		SP:Iteration 34Q (48923.890000 sec): 3 clusters
  Score: Raw -1781296.495728 + Penalty 3120.114847 = -1778176.380881
  nChanged 0
		SP:Iteration 35F (48924.170000 sec): 3 clusters
  Score: Raw -1781296.495728 + Penalty 3120.114847 = -1778176.380881
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 13 (4728 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (48924.320000 sec): 2 clusters
  Score: Raw -528235.247060 + Penalty 1374.954353 = -526860.292707
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (48924.460000 sec): 3 clusters
  Score: Raw -525834.621516 + Penalty 2749.908707 = -523084.712809
  nChanged 1927
		SP:Iteration 1F (48924.580000 sec): 3 clusters
  Score: Raw -527118.987629 + Penalty 2749.908707 = -524369.078922
  nChanged 378
		SP:Iteration 2F (48924.710000 sec): 3 clusters
  Score: Raw -527366.734603 + Penalty 2749.908707 = -524616.825896
  nChanged 270
		SP:Iteration 3F (48924.850000 sec): 3 clusters
  Score: Raw -527582.227947 + Penalty 2749.908707 = -524832.319240
  nChanged 245
		SP:Iteration 4F (48924.970000 sec): 3 clusters
  Score: Raw -527782.667314 + Penalty 2749.908707 = -525032.758607
  nChanged 222
		SP:Iteration 5Q (48925.160000 sec): 3 clusters
  Score: Raw -527969.857664 + Penalty 2749.908707 = -525219.948957
  nChanged 216
		SP:Iteration 6Q (48925.320000 sec): 3 clusters
  Score: Raw -528174.548806 + Penalty 2749.908707 = -525424.640099
  nChanged 214
		SP:Iteration 7Q (48925.480000 sec): 3 clusters
  Score: Raw -528357.358483 + Penalty 2749.908707 = -525607.449776
  nChanged 180
		SP:Iteration 8Q (48925.600000 sec): 3 clusters
  Score: Raw -528468.869102 + Penalty 2749.908707 = -525718.960396
  nChanged 150
		SP:Iteration 9Q (48925.740000 sec): 3 clusters
  Score: Raw -528564.717920 + Penalty 2749.908707 = -525814.809214
  nChanged 140
		SP:Iteration 10Q (48925.900000 sec): 3 clusters
  Score: Raw -528649.347362 + Penalty 2749.908707 = -525899.438655
  nChanged 109
		SP:Iteration 11Q (48926.060000 sec): 3 clusters
  Score: Raw -528703.634078 + Penalty 2749.908707 = -525953.725371
  nChanged 83
		SP:Iteration 12Q (48926.220000 sec): 3 clusters
  Score: Raw -528741.117245 + Penalty 2749.908707 = -525991.208538
  nChanged 54
		SP:Iteration 13Q (48926.420000 sec): 3 clusters
  Score: Raw -528762.059543 + Penalty 2749.908707 = -526012.150836
  nChanged 43
		SP:Iteration 14Q (48926.580000 sec): 3 clusters
  Score: Raw -528774.669352 + Penalty 2749.908707 = -526024.760646
  nChanged 27
		SP:Iteration 15Q (48926.740000 sec): 3 clusters
  Score: Raw -528785.263089 + Penalty 2749.908707 = -526035.354382
  nChanged 27
		SP:Iteration 16Q (48926.900000 sec): 3 clusters
  Score: Raw -528795.191638 + Penalty 2749.908707 = -526045.282932
  nChanged 23
		SP:Iteration 17Q (48927.060000 sec): 3 clusters
  Score: Raw -528800.736242 + Penalty 2749.908707 = -526050.827535
  nChanged 14
		SP:Iteration 18Q (48927.210000 sec): 3 clusters
  Score: Raw -528805.991965 + Penalty 2749.908707 = -526056.083258
  nChanged 21
		SP:Iteration 19Q (48927.370000 sec): 3 clusters
  Score: Raw -528811.885247 + Penalty 2749.908707 = -526061.976540
  nChanged 13
		SP:Iteration 20F (48927.530000 sec): 3 clusters
  Score: Raw -528816.461186 + Penalty 2749.908707 = -526066.552480
  nChanged 14
		SP:Iteration 21Q (48927.690000 sec): 3 clusters
  Score: Raw -528820.944133 + Penalty 2749.908707 = -526071.035426
  nChanged 11
		SP:Iteration 22Q (48927.850000 sec): 3 clusters
  Score: Raw -528825.194455 + Penalty 2749.908707 = -526075.285749
  nChanged 12
		SP:Iteration 23Q (48928.120000 sec): 3 clusters
  Score: Raw -528828.439719 + Penalty 2749.908707 = -526078.531012
  nChanged 14
		SP:Iteration 24Q (48928.260000 sec): 3 clusters
  Score: Raw -528831.033915 + Penalty 2749.908707 = -526081.125209
  nChanged 5
		SP:Iteration 25Q (48928.420000 sec): 3 clusters
  Score: Raw -528832.319077 + Penalty 2749.908707 = -526082.410370
  nChanged 1
		SP:Iteration 26Q (48928.630000 sec): 3 clusters
  Score: Raw -528832.394489 + Penalty 2749.908707 = -526082.485782
  nChanged 0
		SP:Iteration 27F (48928.820000 sec): 3 clusters
  Score: Raw -528832.394489 + Penalty 2749.908707 = -526082.485782
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 14 (32146 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (48929.070000 sec): 2 clusters
  Score: Raw -3930488.777286 + Penalty 1686.432037 = -3928802.345249
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (48929.460000 sec): 3 clusters
  Score: Raw -3910453.224997 + Penalty 3372.864074 = -3907080.360923
  nChanged 14892
		SP:Iteration 1F (48929.820000 sec): 3 clusters
  Score: Raw -3918983.518686 + Penalty 3372.864074 = -3915610.654612
  nChanged 1580
		SP:Iteration 2Q (48930.220000 sec): 3 clusters
  Score: Raw -3919579.180218 + Penalty 3372.864074 = -3916206.316144
  nChanged 1667
		SP:Iteration 3F (48930.510000 sec): 3 clusters
  Score: Raw -3920356.804897 + Penalty 3372.864074 = -3916983.940823
  nChanged 1873
		SP:Iteration 4F (48930.840000 sec): 3 clusters
  Score: Raw -3921340.235600 + Penalty 3372.864074 = -3917967.371526
  nChanged 1937
		SP:Iteration 5F (48931.190000 sec): 3 clusters
  Score: Raw -3922461.783920 + Penalty 3372.864074 = -3919088.919846
  nChanged 1976
		SP:Iteration 6F (48931.590000 sec): 3 clusters
  Score: Raw -3923705.308810 + Penalty 3372.864074 = -3920332.444736
  nChanged 1897
		SP:Iteration 7F (48931.920000 sec): 3 clusters
  Score: Raw -3925018.692987 + Penalty 3372.864074 = -3921645.828913
  nChanged 1712
		SP:Iteration 8F (48932.300000 sec): 3 clusters
  Score: Raw -3926301.731936 + Penalty 3372.864074 = -3922928.867862
  nChanged 1468
		SP:Iteration 9Q (48932.730000 sec): 3 clusters
  Score: Raw -3927424.908238 + Penalty 3372.864074 = -3924052.044164
  nChanged 1165
		SP:Iteration 10Q (48933.130000 sec): 3 clusters
  Score: Raw -3928296.321184 + Penalty 3372.864074 = -3924923.457110
  nChanged 864
		SP:Iteration 11Q (48933.510000 sec): 3 clusters
  Score: Raw -3928880.893365 + Penalty 3372.864074 = -3925508.029291
  nChanged 630
		SP:Iteration 12Q (48933.930000 sec): 3 clusters
  Score: Raw -3929282.321838 + Penalty 3372.864074 = -3925909.457764
  nChanged 509
		SP:Iteration 13Q (48934.280000 sec): 3 clusters
  Score: Raw -3929601.485906 + Penalty 3372.864074 = -3926228.621832
  nChanged 426
		SP:Iteration 14Q (48934.710000 sec): 3 clusters
  Score: Raw -3929896.122957 + Penalty 3372.864074 = -3926523.258883
  nChanged 326
		SP:Iteration 15Q (48935.120000 sec): 3 clusters
  Score: Raw -3930133.652649 + Penalty 3372.864074 = -3926760.788575
  nChanged 233
		SP:Iteration 16Q (48935.470000 sec): 3 clusters
  Score: Raw -3930291.392568 + Penalty 3372.864074 = -3926918.528494
  nChanged 147
		SP:Iteration 17Q (48935.770000 sec): 3 clusters
  Score: Raw -3930396.838212 + Penalty 3372.864074 = -3927023.974138
  nChanged 135
		SP:Iteration 18Q (48936.090000 sec): 3 clusters
  Score: Raw -3930487.575303 + Penalty 3372.864074 = -3927114.711229
  nChanged 96
		SP:Iteration 19Q (48936.470000 sec): 3 clusters
  Score: Raw -3930543.348563 + Penalty 3372.864074 = -3927170.484488
  nChanged 64
		SP:Iteration 20F (48936.900000 sec): 3 clusters
  Score: Raw -3930584.122151 + Penalty 3372.864074 = -3927211.258077
  nChanged 51
		SP:Iteration 21Q (48937.270000 sec): 3 clusters
  Score: Raw -3930611.958174 + Penalty 3372.864074 = -3927239.094100
  nChanged 34
		SP:Iteration 22Q (48937.580000 sec): 3 clusters
  Score: Raw -3930635.842533 + Penalty 3372.864074 = -3927262.978459
  nChanged 27
		SP:Iteration 23Q (48937.890000 sec): 3 clusters
  Score: Raw -3930652.222115 + Penalty 3372.864074 = -3927279.358041
  nChanged 27
		SP:Iteration 24Q (48938.160000 sec): 3 clusters
  Score: Raw -3930669.231194 + Penalty 3372.864074 = -3927296.367119
  nChanged 22
		SP:Iteration 25Q (48938.510000 sec): 3 clusters
  Score: Raw -3930681.891861 + Penalty 3372.864074 = -3927309.027787
  nChanged 20
		SP:Iteration 26Q (48938.770000 sec): 3 clusters
  Score: Raw -3930693.968964 + Penalty 3372.864074 = -3927321.104889
  nChanged 13
		SP:Iteration 27Q (48939.090000 sec): 3 clusters
  Score: Raw -3930702.801852 + Penalty 3372.864074 = -3927329.937778
  nChanged 13
		SP:Iteration 28Q (48939.460000 sec): 3 clusters
  Score: Raw -3930709.836646 + Penalty 3372.864074 = -3927336.972572
  nChanged 5
		SP:Iteration 29Q (48939.740000 sec): 3 clusters
  Score: Raw -3930712.486478 + Penalty 3372.864074 = -3927339.622404
  nChanged 3
		SP:Iteration 30Q (48940.050000 sec): 3 clusters
  Score: Raw -3930714.841591 + Penalty 3372.864074 = -3927341.977517
  nChanged 6
		SP:Iteration 31Q (48940.410000 sec): 3 clusters
  Score: Raw -3930719.171617 + Penalty 3372.864074 = -3927346.307543
  nChanged 5
		SP:Iteration 32Q (48940.730000 sec): 3 clusters
  Score: Raw -3930724.204659 + Penalty 3372.864074 = -3927351.340585
  nChanged 3
		SP:Iteration 33Q (48941.010000 sec): 3 clusters
  Score: Raw -3930725.645329 + Penalty 3372.864074 = -3927352.781255
  nChanged 1
		SP:Iteration 34Q (48941.360000 sec): 3 clusters
  Score: Raw -3930726.656953 + Penalty 3372.864074 = -3927353.792879
  nChanged 2
		SP:Iteration 35Q (48941.670000 sec): 3 clusters
  Score: Raw -3930728.805840 + Penalty 3372.864074 = -3927355.941766
  nChanged 2
		SP:Iteration 36Q (48942.010000 sec): 3 clusters
  Score: Raw -3930729.892007 + Penalty 3372.864074 = -3927357.027933
  nChanged 2
		SP:Iteration 37Q (48942.270000 sec): 3 clusters
  Score: Raw -3930730.978696 + Penalty 3372.864074 = -3927358.114622
  nChanged 3
		SP:Iteration 38Q (48942.560000 sec): 3 clusters
  Score: Raw -3930734.220930 + Penalty 3372.864074 = -3927361.356856
  nChanged 2
		SP:Iteration 39Q (48942.890000 sec): 3 clusters
  Score: Raw -3930736.953913 + Penalty 3372.864074 = -3927364.089839
  nChanged 6
		SP:Iteration 40F (48943.260000 sec): 3 clusters
  Score: Raw -3930743.154828 + Penalty 3372.864074 = -3927370.290754
  nChanged 6
		SP:Iteration 41Q (48943.580000 sec): 3 clusters
  Score: Raw -3930745.887211 + Penalty 3372.864074 = -3927373.023137
  nChanged 3
		SP:Iteration 42Q (48943.920000 sec): 3 clusters
  Score: Raw -3930747.126216 + Penalty 3372.864074 = -3927374.262142
  nChanged 0
		SP:Iteration 43F (48944.290000 sec): 3 clusters
  Score: Raw -3930747.126216 + Penalty 3372.864074 = -3927374.262142
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 15 (1781 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (48944.390000 sec): 2 clusters
  Score: Raw -198295.144134 + Penalty 1216.301171 = -197078.842963
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (48944.530000 sec): 3 clusters
  Score: Raw -197578.221897 + Penalty 2432.602342 = -195145.619554
  nChanged 647
		SP:Iteration 1F (48944.720000 sec): 3 clusters
  Score: Raw -198063.307358 + Penalty 2432.602342 = -195630.705016
  nChanged 185
		SP:Iteration 2F (48944.880000 sec): 3 clusters
  Score: Raw -198292.153015 + Penalty 2432.602342 = -195859.550672
  nChanged 147
		SP:Iteration 3F (48945.060000 sec): 3 clusters
  Score: Raw -198495.265079 + Penalty 2432.602342 = -196062.662737
  nChanged 121
		SP:Iteration 4F (48945.200000 sec): 3 clusters
  Score: Raw -198682.124372 + Penalty 2432.602342 = -196249.522029
  nChanged 104
		SP:Iteration 5F (48945.330000 sec): 3 clusters
  Score: Raw -198807.870168 + Penalty 2432.602342 = -196375.267826
  nChanged 71
		SP:Iteration 6Q (48945.460000 sec): 3 clusters
  Score: Raw -198885.781027 + Penalty 2432.602342 = -196453.178685
  nChanged 57
		SP:Iteration 7Q (48945.570000 sec): 3 clusters
  Score: Raw -198954.578623 + Penalty 2432.602342 = -196521.976281
  nChanged 48
		SP:Iteration 8Q (48945.710000 sec): 3 clusters
  Score: Raw -199017.998919 + Penalty 2432.602342 = -196585.396577
  nChanged 39
		SP:Iteration 9Q (48945.820000 sec): 3 clusters
  Score: Raw -199070.350122 + Penalty 2432.602342 = -196637.747780
  nChanged 36
		SP:Iteration 10Q (48945.960000 sec): 3 clusters
  Score: Raw -199115.170638 + Penalty 2432.602342 = -196682.568296
  nChanged 26
		SP:Iteration 11Q (48946.060000 sec): 3 clusters
  Score: Raw -199138.673434 + Penalty 2432.602342 = -196706.071092
  nChanged 16
		SP:Iteration 12Q (48946.150000 sec): 3 clusters
  Score: Raw -199148.505805 + Penalty 2432.602342 = -196715.903463
  nChanged 9
		SP:Iteration 13Q (48946.280000 sec): 3 clusters
  Score: Raw -199154.560634 + Penalty 2432.602342 = -196721.958292
  nChanged 5
		SP:Iteration 14Q (48946.400000 sec): 3 clusters
  Score: Raw -199157.231912 + Penalty 2432.602342 = -196724.629570
  nChanged 3
		SP:Iteration 15Q (48946.510000 sec): 3 clusters
  Score: Raw -199158.966096 + Penalty 2432.602342 = -196726.363754
  nChanged 3
		SP:Iteration 16Q (48946.660000 sec): 3 clusters
  Score: Raw -199160.478832 + Penalty 2432.602342 = -196727.876490
  nChanged 0
		SP:Iteration 17F (48946.780000 sec): 3 clusters
  Score: Raw -199160.478832 + Penalty 2432.602342 = -196727.876490
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 16 (693 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (48946.820000 sec): 2 clusters
  Score: Raw -78531.255924 + Penalty 1062.917375 = -77468.338549
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (48946.960000 sec): 3 clusters
  Score: Raw -78435.154861 + Penalty 2125.834750 = -76309.320111
  nChanged 179
		SP:Iteration 1F (48947.060000 sec): 3 clusters
  Score: Raw -78706.286395 + Penalty 2125.834750 = -76580.451645
  nChanged 59
		SP:Iteration 2F (48947.240000 sec): 3 clusters
  Score: Raw -78799.666618 + Penalty 2125.834750 = -76673.831869
  nChanged 22
		SP:Iteration 3Q (48947.420000 sec): 3 clusters
  Score: Raw -78845.990029 + Penalty 2125.834750 = -76720.155280
  nChanged 14
		SP:Iteration 4Q (48947.540000 sec): 3 clusters
  Score: Raw -78858.949996 + Penalty 2125.834750 = -76733.115246
  nChanged 10
		SP:Iteration 5Q (48947.700000 sec): 3 clusters
  Score: Raw -78870.526583 + Penalty 2125.834750 = -76744.691833
  nChanged 9
		SP:Iteration 6Q (48947.820000 sec): 3 clusters
  Score: Raw -78880.421876 + Penalty 2125.834750 = -76754.587126
  nChanged 6
		SP:Iteration 7Q (48947.960000 sec): 3 clusters
  Score: Raw -78885.567815 + Penalty 2125.834750 = -76759.733066
  nChanged 3
		SP:Iteration 8Q (48948.080000 sec): 3 clusters
  Score: Raw -78887.436102 + Penalty 2125.834750 = -76761.601352
  nChanged 0
		SP:Iteration 9F (48948.200000 sec): 3 clusters
  Score: Raw -78887.436102 + Penalty 2125.834750 = -76761.601352
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 17 (317 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (48948.280000 sec): 2 clusters
  Score: Raw -22297.336677 + Penalty 935.821538 = -21361.515138
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (48948.400000 sec): 3 clusters
  Score: Raw -22377.028759 + Penalty 1871.643077 = -20505.385682
  nChanged 63
		SP:Iteration 1F (48948.470000 sec): 3 clusters
  Score: Raw -22533.305386 + Penalty 1871.643077 = -20661.662310
  nChanged 25
		SP:Iteration 2F (48948.600000 sec): 3 clusters
  Score: Raw -22656.840843 + Penalty 1871.643077 = -20785.197766
  nChanged 13
		SP:Iteration 3Q (48948.690000 sec): 3 clusters
  Score: Raw -22736.806318 + Penalty 1871.643077 = -20865.163242
  nChanged 9
		SP:Iteration 4Q (48948.800000 sec): 3 clusters
  Score: Raw -22762.006121 + Penalty 1871.643077 = -20890.363045
  nChanged 2
		SP:Iteration 5Q (48948.940000 sec): 3 clusters
  Score: Raw -22768.388696 + Penalty 1871.643077 = -20896.745619
  nChanged 1
		SP:Iteration 6Q (48949.080000 sec): 3 clusters
  Score: Raw -22769.960275 + Penalty 1871.643077 = -20898.317198
  nChanged 2
		SP:Iteration 7Q (48949.210000 sec): 3 clusters
  Score: Raw -22773.300197 + Penalty 1871.643077 = -20901.657121
  nChanged 1
		SP:Iteration 8Q (48949.320000 sec): 3 clusters
  Score: Raw -22774.006511 + Penalty 1871.643077 = -20902.363434
  nChanged 0
		SP:Iteration 9F (48949.440000 sec): 3 clusters
  Score: Raw -22774.006511 + Penalty 1871.643077 = -20902.363434
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 18 (2892 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (48949.540000 sec): 2 clusters
  Score: Raw -351723.073365 + Penalty 1295.076832 = -350427.996533
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (48949.680000 sec): 3 clusters
  Score: Raw -350394.969503 + Penalty 2590.153665 = -347804.815838
  nChanged 1089
		SP:Iteration 1F (48949.840000 sec): 3 clusters
  Score: Raw -351098.432566 + Penalty 2590.153665 = -348508.278901
  nChanged 234
		SP:Iteration 2F (48949.990000 sec): 3 clusters
  Score: Raw -351240.732160 + Penalty 2590.153665 = -348650.578496
  nChanged 145
		SP:Iteration 3F (48950.120000 sec): 3 clusters
  Score: Raw -351344.208389 + Penalty 2590.153665 = -348754.054724
  nChanged 119
		SP:Iteration 4Q (48950.250000 sec): 3 clusters
  Score: Raw -351417.260351 + Penalty 2590.153665 = -348827.106686
  nChanged 90
		SP:Iteration 5Q (48950.420000 sec): 3 clusters
  Score: Raw -351472.262662 + Penalty 2590.153665 = -348882.108998
  nChanged 76
		SP:Iteration 6Q (48950.540000 sec): 3 clusters
  Score: Raw -351509.387058 + Penalty 2590.153665 = -348919.233394
  nChanged 55
		SP:Iteration 7Q (48950.670000 sec): 3 clusters
  Score: Raw -351532.592169 + Penalty 2590.153665 = -348942.438504
  nChanged 37
		SP:Iteration 8Q (48950.760000 sec): 3 clusters
  Score: Raw -351548.825023 + Penalty 2590.153665 = -348958.671358
  nChanged 39
		SP:Iteration 9Q (48950.870000 sec): 3 clusters
  Score: Raw -351567.401694 + Penalty 2590.153665 = -348977.248030
  nChanged 35
		SP:Iteration 10Q (48950.960000 sec): 3 clusters
  Score: Raw -351582.139994 + Penalty 2590.153665 = -348991.986330
  nChanged 34
		SP:Iteration 11Q (48951.130000 sec): 3 clusters
  Score: Raw -351603.363180 + Penalty 2590.153665 = -349013.209516
  nChanged 40
		SP:Iteration 12Q (48951.270000 sec): 3 clusters
  Score: Raw -351621.506044 + Penalty 2590.153665 = -349031.352379
  nChanged 37
		SP:Iteration 13Q (48951.390000 sec): 3 clusters
  Score: Raw -351648.254269 + Penalty 2590.153665 = -349058.100605
  nChanged 37
		SP:Iteration 14Q (48951.550000 sec): 3 clusters
  Score: Raw -351685.956580 + Penalty 2590.153665 = -349095.802916
  nChanged 45
		SP:Iteration 15Q (48951.700000 sec): 3 clusters
  Score: Raw -351713.632852 + Penalty 2590.153665 = -349123.479188
  nChanged 46
		SP:Iteration 16Q (48951.860000 sec): 3 clusters
  Score: Raw -351739.538931 + Penalty 2590.153665 = -349149.385267
  nChanged 44
		SP:Iteration 17Q (48952.010000 sec): 3 clusters
  Score: Raw -351770.202451 + Penalty 2590.153665 = -349180.048786
  nChanged 50
		SP:Iteration 18Q (48952.150000 sec): 3 clusters
  Score: Raw -351799.645751 + Penalty 2590.153665 = -349209.492086
  nChanged 47
		SP:Iteration 19Q (48952.310000 sec): 3 clusters
  Score: Raw -351824.591768 + Penalty 2590.153665 = -349234.438104
  nChanged 56
		SP:Iteration 20F (48952.450000 sec): 3 clusters
  Score: Raw -351865.493516 + Penalty 2590.153665 = -349275.339852
  nChanged 59
		SP:Iteration 21Q (48952.560000 sec): 3 clusters
  Score: Raw -351903.530127 + Penalty 2590.153665 = -349313.376462
  nChanged 49
		SP:Iteration 22Q (48952.700000 sec): 3 clusters
  Score: Raw -351932.080150 + Penalty 2590.153665 = -349341.926485
  nChanged 54
		SP:Iteration 23Q (48952.810000 sec): 3 clusters
  Score: Raw -351970.774169 + Penalty 2590.153665 = -349380.620505
  nChanged 51
		SP:Iteration 24Q (48952.920000 sec): 3 clusters
  Score: Raw -352007.378217 + Penalty 2590.153665 = -349417.224552
  nChanged 63
		SP:Iteration 25Q (48953.060000 sec): 3 clusters
  Score: Raw -352056.827094 + Penalty 2590.153665 = -349466.673429
  nChanged 61
		SP:Iteration 26Q (48953.230000 sec): 3 clusters
  Score: Raw -352106.154944 + Penalty 2590.153665 = -349516.001280
  nChanged 75
		SP:Iteration 27Q (48953.430000 sec): 3 clusters
  Score: Raw -352183.941414 + Penalty 2590.153665 = -349593.787749
  nChanged 83
		SP:Iteration 28Q (48953.580000 sec): 3 clusters
  Score: Raw -352297.927452 + Penalty 2590.153665 = -349707.773787
  nChanged 85
		SP:Iteration 29Q (48953.680000 sec): 3 clusters
  Score: Raw -352443.154417 + Penalty 2590.153665 = -349853.000753
  nChanged 70
		SP:Iteration 30Q (48953.870000 sec): 3 clusters
  Score: Raw -352568.808230 + Penalty 2590.153665 = -349978.654565
  nChanged 45
		SP:Iteration 31Q (48954.040000 sec): 3 clusters
  Score: Raw -352620.634507 + Penalty 2590.153665 = -350030.480842
  nChanged 33
		SP:Iteration 32Q (48954.230000 sec): 3 clusters
  Score: Raw -352650.722551 + Penalty 2590.153665 = -350060.568887
  nChanged 20
		SP:Iteration 33Q (48954.420000 sec): 3 clusters
  Score: Raw -352665.084027 + Penalty 2590.153665 = -350074.930362
  nChanged 16
		SP:Iteration 34Q (48954.550000 sec): 3 clusters
  Score: Raw -352682.407526 + Penalty 2590.153665 = -350092.253861
  nChanged 20
		SP:Iteration 35Q (48954.690000 sec): 3 clusters
  Score: Raw -352697.137631 + Penalty 2590.153665 = -350106.983967
  nChanged 14
		SP:Iteration 36Q (48954.850000 sec): 3 clusters
  Score: Raw -352703.883568 + Penalty 2590.153665 = -350113.729903
  nChanged 7
		SP:Iteration 37Q (48955.000000 sec): 3 clusters
  Score: Raw -352706.876142 + Penalty 2590.153665 = -350116.722477
  nChanged 3
		SP:Iteration 38Q (48955.150000 sec): 3 clusters
  Score: Raw -352707.715144 + Penalty 2590.153665 = -350117.561480
  nChanged 0
		SP:Iteration 39F (48955.320000 sec): 3 clusters
  Score: Raw -352708.174758 + Penalty 2590.153665 = -350118.021093
  nChanged 1
		SP:Iteration 40F (48955.480000 sec): 3 clusters
  Score: Raw -352708.698425 + Penalty 2590.153665 = -350118.544761
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 19 (1949 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (48955.550000 sec): 2 clusters
  Score: Raw -240677.027839 + Penalty 1230.949151 = -239446.078688
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (48955.720000 sec): 3 clusters
  Score: Raw -239822.523632 + Penalty 2461.898302 = -237360.625330
  nChanged 656
		SP:Iteration 1F (48955.900000 sec): 3 clusters
  Score: Raw -240215.656844 + Penalty 2461.898302 = -237753.758541
  nChanged 139
		SP:Iteration 2F (48956.070000 sec): 3 clusters
  Score: Raw -240313.732679 + Penalty 2461.898302 = -237851.834376
  nChanged 88
		SP:Iteration 3Q (48956.260000 sec): 3 clusters
  Score: Raw -240373.535121 + Penalty 2461.898302 = -237911.636819
  nChanged 66
		SP:Iteration 4Q (48956.470000 sec): 3 clusters
  Score: Raw -240412.485319 + Penalty 2461.898302 = -237950.587017
  nChanged 43
		SP:Iteration 5Q (48956.570000 sec): 3 clusters
  Score: Raw -240439.268100 + Penalty 2461.898302 = -237977.369798
  nChanged 37
		SP:Iteration 6Q (48956.740000 sec): 3 clusters
  Score: Raw -240462.152971 + Penalty 2461.898302 = -238000.254669
  nChanged 33
		SP:Iteration 7Q (48956.870000 sec): 3 clusters
  Score: Raw -240486.041923 + Penalty 2461.898302 = -238024.143621
  nChanged 43
		SP:Iteration 8Q (48957.050000 sec): 3 clusters
  Score: Raw -240516.541302 + Penalty 2461.898302 = -238054.642999
  nChanged 36
		SP:Iteration 9Q (48957.190000 sec): 3 clusters
  Score: Raw -240540.365292 + Penalty 2461.898302 = -238078.466990
  nChanged 31
		SP:Iteration 10Q (48957.390000 sec): 3 clusters
  Score: Raw -240555.876655 + Penalty 2461.898302 = -238093.978353
  nChanged 21
		SP:Iteration 11Q (48957.530000 sec): 3 clusters
  Score: Raw -240565.633549 + Penalty 2461.898302 = -238103.735247
  nChanged 14
		SP:Iteration 12Q (48957.720000 sec): 3 clusters
  Score: Raw -240571.086178 + Penalty 2461.898302 = -238109.187876
  nChanged 12
		SP:Iteration 13Q (48957.860000 sec): 3 clusters
  Score: Raw -240576.034356 + Penalty 2461.898302 = -238114.136054
  nChanged 5
		SP:Iteration 14Q (48958.000000 sec): 3 clusters
  Score: Raw -240577.652158 + Penalty 2461.898302 = -238115.753856
  nChanged 4
		SP:Iteration 15Q (48958.180000 sec): 3 clusters
  Score: Raw -240578.313919 + Penalty 2461.898302 = -238116.415617
  nChanged 2
		SP:Iteration 16Q (48958.330000 sec): 3 clusters
  Score: Raw -240578.686991 + Penalty 2461.898302 = -238116.788689
  nChanged 1
		SP:Iteration 17Q (48958.460000 sec): 3 clusters
  Score: Raw -240578.984758 + Penalty 2461.898302 = -238117.086456
  nChanged 1
		SP:Iteration 18Q (48958.630000 sec): 3 clusters
  Score: Raw -240579.813852 + Penalty 2461.898302 = -238117.915549
  nChanged 2
		SP:Iteration 19Q (48958.790000 sec): 3 clusters
  Score: Raw -240581.243796 + Penalty 2461.898302 = -238119.345494
  nChanged 3
		SP:Iteration 20F (48958.930000 sec): 3 clusters
  Score: Raw -240582.244316 + Penalty 2461.898302 = -238120.346013
  nChanged 2
		SP:Iteration 21Q (48959.120000 sec): 3 clusters
  Score: Raw -240582.911202 + Penalty 2461.898302 = -238121.012900
  nChanged 2
		SP:Iteration 22Q (48959.260000 sec): 3 clusters
  Score: Raw -240583.844828 + Penalty 2461.898302 = -238121.946526
  nChanged 3
		SP:Iteration 23Q (48959.430000 sec): 3 clusters
  Score: Raw -240584.886529 + Penalty 2461.898302 = -238122.988226
  nChanged 1
		SP:Iteration 24Q (48959.570000 sec): 3 clusters
  Score: Raw -240585.264185 + Penalty 2461.898302 = -238123.365882
  nChanged 1
		SP:Iteration 25Q (48959.710000 sec): 3 clusters
  Score: Raw -240585.777183 + Penalty 2461.898302 = -238123.878881
  nChanged 3
		SP:Iteration 26Q (48959.870000 sec): 3 clusters
  Score: Raw -240587.588744 + Penalty 2461.898302 = -238125.690442
  nChanged 4
		SP:Iteration 27Q (48960.050000 sec): 3 clusters
  Score: Raw -240589.562880 + Penalty 2461.898302 = -238127.664578
  nChanged 2
		SP:Iteration 28Q (48960.180000 sec): 3 clusters
  Score: Raw -240590.150478 + Penalty 2461.898302 = -238128.252176
  nChanged 1
		SP:Iteration 29Q (48960.370000 sec): 3 clusters
  Score: Raw -240590.543885 + Penalty 2461.898302 = -238128.645582
  nChanged 3
		SP:Iteration 30Q (48960.510000 sec): 3 clusters
  Score: Raw -240591.504853 + Penalty 2461.898302 = -238129.606551
  nChanged 5
		SP:Iteration 31Q (48960.690000 sec): 3 clusters
  Score: Raw -240594.484475 + Penalty 2461.898302 = -238132.586173
  nChanged 5
		SP:Iteration 32Q (48960.830000 sec): 3 clusters
  Score: Raw -240597.328612 + Penalty 2461.898302 = -238135.430309
  nChanged 2
		SP:Iteration 33Q (48961.000000 sec): 3 clusters
  Score: Raw -240598.577526 + Penalty 2461.898302 = -238136.679224
  nChanged 0
		SP:Iteration 34F (48961.140000 sec): 3 clusters
  Score: Raw -240598.577526 + Penalty 2461.898302 = -238136.679224
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 20 (186304 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (48962.100000 sec): 2 clusters
  Score: Raw -22426885.611691 + Penalty 1971.959442 = -22424913.652249
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (48963.420000 sec): 3 clusters
  Score: Raw -22303771.897723 + Penalty 3943.918884 = -22299827.978839
  nChanged 90141
		SP:Iteration 1F (48964.790000 sec): 3 clusters
  Score: Raw -22357939.316229 + Penalty 3943.918884 = -22353995.397345
  nChanged 6745
		SP:Iteration 2Q (48966.280000 sec): 3 clusters
  Score: Raw -22359966.793271 + Penalty 3943.918884 = -22356022.874387
  nChanged 8072
		SP:Iteration 3Q (48967.680000 sec): 3 clusters
  Score: Raw -22362970.755619 + Penalty 3943.918884 = -22359026.836735
  nChanged 9857
		SP:Iteration 4F (48968.950000 sec): 3 clusters
  Score: Raw -22367566.343952 + Penalty 3943.918884 = -22363622.425069
  nChanged 11758
		SP:Iteration 5F (48970.350000 sec): 3 clusters
  Score: Raw -22374221.780799 + Penalty 3943.918884 = -22370277.861916
  nChanged 12780
		SP:Iteration 6F (48971.610000 sec): 3 clusters
  Score: Raw -22382751.514128 + Penalty 3943.918884 = -22378807.595244
  nChanged 13206
		SP:Iteration 7F (48972.910000 sec): 3 clusters
  Score: Raw -22392988.736397 + Penalty 3943.918884 = -22389044.817514
  nChanged 12224
		SP:Iteration 8F (48974.260000 sec): 3 clusters
  Score: Raw -22403166.446102 + Penalty 3943.918884 = -22399222.527218
  nChanged 10210
		SP:Iteration 9F (48975.570000 sec): 3 clusters
  Score: Raw -22411871.964859 + Penalty 3943.918884 = -22407928.045976
  nChanged 7564
		SP:Iteration 10Q (48976.970000 sec): 3 clusters
  Score: Raw -22418335.491141 + Penalty 3943.918884 = -22414391.572258
  nChanged 5015
		SP:Iteration 11Q (48978.340000 sec): 3 clusters
  Score: Raw -22422505.811984 + Penalty 3943.918884 = -22418561.893100
  nChanged 2955
		SP:Iteration 12Q (48979.570000 sec): 3 clusters
  Score: Raw -22424828.384854 + Penalty 3943.918884 = -22420884.465970
  nChanged 1632
		SP:Iteration 13Q (48980.760000 sec): 3 clusters
  Score: Raw -22426061.095676 + Penalty 3943.918884 = -22422117.176792
  nChanged 858
		SP:Iteration 14Q (48982.130000 sec): 3 clusters
  Score: Raw -22426663.865111 + Penalty 3943.918884 = -22422719.946227
  nChanged 428
		SP:Iteration 15Q (48983.390000 sec): 3 clusters
  Score: Raw -22426926.216661 + Penalty 3943.918884 = -22422982.297777
  nChanged 238
		SP:Iteration 16Q (48984.490000 sec): 3 clusters
  Score: Raw -22427068.200491 + Penalty 3943.918884 = -22423124.281607
  nChanged 153
		SP:Iteration 17Q (48985.570000 sec): 3 clusters
  Score: Raw -22427151.297782 + Penalty 3943.918884 = -22423207.378898
  nChanged 87
		SP:Iteration 18Q (48986.720000 sec): 3 clusters
  Score: Raw -22427200.414098 + Penalty 3943.918884 = -22423256.495214
  nChanged 67
		SP:Iteration 19Q (48987.980000 sec): 3 clusters
  Score: Raw -22427232.487801 + Penalty 3943.918884 = -22423288.568917
  nChanged 45
		SP:Iteration 20F (48989.380000 sec): 3 clusters
  Score: Raw -22427254.936424 + Penalty 3943.918884 = -22423311.017541
  nChanged 38
		SP:Iteration 21Q (48990.650000 sec): 3 clusters
  Score: Raw -22427272.563237 + Penalty 3943.918884 = -22423328.644353
  nChanged 26
		SP:Iteration 22Q (48992.020000 sec): 3 clusters
  Score: Raw -22427284.591483 + Penalty 3943.918884 = -22423340.672599
  nChanged 24
		SP:Iteration 23Q (48993.090000 sec): 3 clusters
  Score: Raw -22427292.990330 + Penalty 3943.918884 = -22423349.071447
  nChanged 16
		SP:Iteration 24Q (48994.240000 sec): 3 clusters
  Score: Raw -22427301.345902 + Penalty 3943.918884 = -22423357.427018
  nChanged 19
		SP:Iteration 25Q (48995.290000 sec): 3 clusters
  Score: Raw -22427310.192338 + Penalty 3943.918884 = -22423366.273454
  nChanged 18
		SP:Iteration 26Q (48996.380000 sec): 3 clusters
  Score: Raw -22427317.495674 + Penalty 3943.918884 = -22423373.576790
  nChanged 10
		SP:Iteration 27Q (48997.740000 sec): 3 clusters
  Score: Raw -22427320.874996 + Penalty 3943.918884 = -22423376.956112
  nChanged 11
		SP:Iteration 28Q (48999.050000 sec): 3 clusters
  Score: Raw -22427324.727638 + Penalty 3943.918884 = -22423380.808754
  nChanged 9
		SP:Iteration 29Q (49000.090000 sec): 3 clusters
  Score: Raw -22427329.136918 + Penalty 3943.918884 = -22423385.218035
  nChanged 12
		SP:Iteration 30Q (49001.080000 sec): 3 clusters
  Score: Raw -22427335.111809 + Penalty 3943.918884 = -22423391.192925
  nChanged 14
		SP:Iteration 31Q (49001.980000 sec): 3 clusters
  Score: Raw -22427342.740657 + Penalty 3943.918884 = -22423398.821774
  nChanged 15
		SP:Iteration 32Q (49002.940000 sec): 3 clusters
  Score: Raw -22427348.219415 + Penalty 3943.918884 = -22423404.300531
  nChanged 9
		SP:Iteration 33Q (49003.870000 sec): 3 clusters
  Score: Raw -22427350.969993 + Penalty 3943.918884 = -22423407.051109
  nChanged 6
		SP:Iteration 34Q (49004.870000 sec): 3 clusters
  Score: Raw -22427353.384534 + Penalty 3943.918884 = -22423409.465650
  nChanged 4
		SP:Iteration 35Q (49005.820000 sec): 3 clusters
  Score: Raw -22427355.320464 + Penalty 3943.918884 = -22423411.401580
  nChanged 4
		SP:Iteration 36Q (49006.840000 sec): 3 clusters
  Score: Raw -22427357.549040 + Penalty 3943.918884 = -22423413.630156
  nChanged 6
		SP:Iteration 37Q (49007.730000 sec): 3 clusters
  Score: Raw -22427359.988532 + Penalty 3943.918884 = -22423416.069648
  nChanged 2
		SP:Iteration 38Q (49008.670000 sec): 3 clusters
  Score: Raw -22427360.769698 + Penalty 3943.918884 = -22423416.850815
  nChanged 1
		SP:Iteration 39Q (49009.680000 sec): 3 clusters
  Score: Raw -22427360.919544 + Penalty 3943.918884 = -22423417.000660
  nChanged 0
		SP:Iteration 40F (49010.770000 sec): 3 clusters
  Score: Raw -22427360.919544 + Penalty 3943.918884 = -22423417.000660
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 21 (143 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (49010.940000 sec): 2 clusters
  Score: Raw -11933.834015 + Penalty 806.462252 = -11127.371762
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (49011.130000 sec): 3 clusters
  Score: Raw -12183.462139 + Penalty 1612.924505 = -10570.537634
  nChanged 15
		SP:Iteration 1F (49011.270000 sec): 3 clusters
  Score: Raw -12267.853330 + Penalty 1612.924505 = -10654.928825
  nChanged 6
		SP:Iteration 2Q (49011.440000 sec): 3 clusters
  Score: Raw -12304.491554 + Penalty 1612.924505 = -10691.567049
  nChanged 0
		SP:Iteration 3F (49011.650000 sec): 3 clusters
  Score: Raw -12304.491554 + Penalty 1612.924505 = -10691.567049
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 22 (16997 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (49011.810000 sec): 2 clusters
  Score: Raw -1991534.263463 + Penalty 1582.878722 = -1989951.384741
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (49012.080000 sec): 3 clusters
  Score: Raw -1981534.593457 + Penalty 3165.757444 = -1978368.836012
  nChanged 7583
		SP:Iteration 1F (49012.360000 sec): 3 clusters
  Score: Raw -1986753.780727 + Penalty 3165.757444 = -1983588.023282
  nChanged 1464
		SP:Iteration 2F (49012.620000 sec): 3 clusters
  Score: Raw -1987835.500754 + Penalty 3165.757444 = -1984669.743310
  nChanged 1385
		SP:Iteration 3F (49012.960000 sec): 3 clusters
  Score: Raw -1988830.353927 + Penalty 3165.757444 = -1985664.596483
  nChanged 1215
		SP:Iteration 4F (49013.220000 sec): 3 clusters
  Score: Raw -1989677.124883 + Penalty 3165.757444 = -1986511.367438
  nChanged 975
		SP:Iteration 5F (49013.520000 sec): 3 clusters
  Score: Raw -1990335.379168 + Penalty 3165.757444 = -1987169.621724
  nChanged 787
		SP:Iteration 6Q (49013.800000 sec): 3 clusters
  Score: Raw -1990856.122688 + Penalty 3165.757444 = -1987690.365244
  nChanged 640
		SP:Iteration 7Q (49014.050000 sec): 3 clusters
  Score: Raw -1991267.170846 + Penalty 3165.757444 = -1988101.413402
  nChanged 464
		SP:Iteration 8Q (49014.270000 sec): 3 clusters
  Score: Raw -1991563.255325 + Penalty 3165.757444 = -1988397.497880
  nChanged 371
		SP:Iteration 9Q (49014.530000 sec): 3 clusters
  Score: Raw -1991781.817049 + Penalty 3165.757444 = -1988616.059605
  nChanged 278
		SP:Iteration 10Q (49014.700000 sec): 3 clusters
  Score: Raw -1991923.743650 + Penalty 3165.757444 = -1988757.986206
  nChanged 212
		SP:Iteration 11Q (49014.960000 sec): 3 clusters
  Score: Raw -1992025.556904 + Penalty 3165.757444 = -1988859.799459
  nChanged 168
		SP:Iteration 12Q (49015.160000 sec): 3 clusters
  Score: Raw -1992106.464120 + Penalty 3165.757444 = -1988940.706675
  nChanged 147
		SP:Iteration 13Q (49015.380000 sec): 3 clusters
  Score: Raw -1992176.372298 + Penalty 3165.757444 = -1989010.614854
  nChanged 123
		SP:Iteration 14Q (49015.670000 sec): 3 clusters
  Score: Raw -1992235.036019 + Penalty 3165.757444 = -1989069.278574
  nChanged 115
		SP:Iteration 15Q (49015.960000 sec): 3 clusters
  Score: Raw -1992287.629504 + Penalty 3165.757444 = -1989121.872060
  nChanged 79
		SP:Iteration 16Q (49016.180000 sec): 3 clusters
  Score: Raw -1992325.691458 + Penalty 3165.757444 = -1989159.934013
  nChanged 67
		SP:Iteration 17Q (49016.430000 sec): 3 clusters
  Score: Raw -1992356.428442 + Penalty 3165.757444 = -1989190.670997
  nChanged 57
		SP:Iteration 18Q (49016.720000 sec): 3 clusters
  Score: Raw -1992385.809567 + Penalty 3165.757444 = -1989220.052123
  nChanged 52
		SP:Iteration 19Q (49016.960000 sec): 3 clusters
  Score: Raw -1992412.443227 + Penalty 3165.757444 = -1989246.685783
  nChanged 48
		SP:Iteration 20F (49017.240000 sec): 3 clusters
  Score: Raw -1992438.640232 + Penalty 3165.757444 = -1989272.882788
  nChanged 43
		SP:Iteration 21Q (49017.510000 sec): 3 clusters
  Score: Raw -1992463.800485 + Penalty 3165.757444 = -1989298.043041
  nChanged 47
		SP:Iteration 22Q (49017.770000 sec): 3 clusters
  Score: Raw -1992492.965780 + Penalty 3165.757444 = -1989327.208336
  nChanged 45
		SP:Iteration 23Q (49017.990000 sec): 3 clusters
  Score: Raw -1992518.290035 + Penalty 3165.757444 = -1989352.532590
  nChanged 34
		SP:Iteration 24Q (49018.250000 sec): 3 clusters
  Score: Raw -1992536.365427 + Penalty 3165.757444 = -1989370.607983
  nChanged 27
		SP:Iteration 25Q (49018.510000 sec): 3 clusters
  Score: Raw -1992549.108541 + Penalty 3165.757444 = -1989383.351096
  nChanged 20
		SP:Iteration 26Q (49018.750000 sec): 3 clusters
  Score: Raw -1992560.359633 + Penalty 3165.757444 = -1989394.602189
  nChanged 27
		SP:Iteration 27Q (49019.020000 sec): 3 clusters
  Score: Raw -1992571.833941 + Penalty 3165.757444 = -1989406.076496
  nChanged 14
		SP:Iteration 28Q (49019.280000 sec): 3 clusters
  Score: Raw -1992576.816815 + Penalty 3165.757444 = -1989411.059370
  nChanged 15
		SP:Iteration 29Q (49019.490000 sec): 3 clusters
  Score: Raw -1992583.230418 + Penalty 3165.757444 = -1989417.472974
  nChanged 13
		SP:Iteration 30Q (49019.750000 sec): 3 clusters
  Score: Raw -1992587.883679 + Penalty 3165.757444 = -1989422.126235
  nChanged 8
		SP:Iteration 31Q (49019.990000 sec): 3 clusters
  Score: Raw -1992590.521317 + Penalty 3165.757444 = -1989424.763872
  nChanged 8
		SP:Iteration 32Q (49020.270000 sec): 3 clusters
  Score: Raw -1992594.678685 + Penalty 3165.757444 = -1989428.921241
  nChanged 8
		SP:Iteration 33Q (49020.510000 sec): 3 clusters
  Score: Raw -1992598.392495 + Penalty 3165.757444 = -1989432.635051
  nChanged 10
		SP:Iteration 34Q (49020.710000 sec): 3 clusters
  Score: Raw -1992602.203016 + Penalty 3165.757444 = -1989436.445572
  nChanged 9
		SP:Iteration 35Q (49021.010000 sec): 3 clusters
  Score: Raw -1992604.100671 + Penalty 3165.757444 = -1989438.343226
  nChanged 3
		SP:Iteration 36Q (49021.230000 sec): 3 clusters
  Score: Raw -1992605.214832 + Penalty 3165.757444 = -1989439.457387
  nChanged 3
		SP:Iteration 37Q (49021.440000 sec): 3 clusters
  Score: Raw -1992606.207200 + Penalty 3165.757444 = -1989440.449756
  nChanged 4
		SP:Iteration 38Q (49021.690000 sec): 3 clusters
  Score: Raw -1992607.234867 + Penalty 3165.757444 = -1989441.477422
  nChanged 5
		SP:Iteration 39Q (49021.920000 sec): 3 clusters
  Score: Raw -1992608.773024 + Penalty 3165.757444 = -1989443.015579
  nChanged 2
		SP:Iteration 40F (49022.140000 sec): 3 clusters
  Score: Raw -1992609.220611 + Penalty 3165.757444 = -1989443.463167
  nChanged 1
		SP:Iteration 41Q (49022.380000 sec): 3 clusters
  Score: Raw -1992609.527028 + Penalty 3165.757444 = -1989443.769584
  nChanged 1
		SP:Iteration 42Q (49022.660000 sec): 3 clusters
  Score: Raw -1992609.624857 + Penalty 3165.757444 = -1989443.867412
  nChanged 0
		SP:Iteration 43F (49022.920000 sec): 3 clusters
  Score: Raw -1992609.624857 + Penalty 3165.757444 = -1989443.867412
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 23 (3986 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (49023.010000 sec): 2 clusters
  Score: Raw -489376.788793 + Penalty 1347.213319 = -488029.575474
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (49023.140000 sec): 3 clusters
  Score: Raw -487360.658473 + Penalty 2694.426638 = -484666.231835
  nChanged 1585
		SP:Iteration 1F (49023.300000 sec): 3 clusters
  Score: Raw -488302.016721 + Penalty 2694.426638 = -485607.590083
  nChanged 312
		SP:Iteration 2F (49023.430000 sec): 3 clusters
  Score: Raw -488522.965560 + Penalty 2694.426638 = -485828.538923
  nChanged 229
		SP:Iteration 3F (49023.620000 sec): 3 clusters
  Score: Raw -488672.621258 + Penalty 2694.426638 = -485978.194621
  nChanged 176
		SP:Iteration 4Q (49023.770000 sec): 3 clusters
  Score: Raw -488773.714625 + Penalty 2694.426638 = -486079.287987
  nChanged 140
		SP:Iteration 5Q (49023.900000 sec): 3 clusters
  Score: Raw -488865.180592 + Penalty 2694.426638 = -486170.753954
  nChanged 147
		SP:Iteration 6Q (49024.090000 sec): 3 clusters
  Score: Raw -488954.234864 + Penalty 2694.426638 = -486259.808226
  nChanged 121
		SP:Iteration 7Q (49024.270000 sec): 3 clusters
  Score: Raw -489019.335245 + Penalty 2694.426638 = -486324.908608
  nChanged 128
		SP:Iteration 8Q (49024.430000 sec): 3 clusters
  Score: Raw -489085.295908 + Penalty 2694.426638 = -486390.869270
  nChanged 111
		SP:Iteration 9Q (49024.600000 sec): 3 clusters
  Score: Raw -489144.833908 + Penalty 2694.426638 = -486450.407270
  nChanged 106
		SP:Iteration 10Q (49024.820000 sec): 3 clusters
  Score: Raw -489205.557428 + Penalty 2694.426638 = -486511.130791
  nChanged 95
		SP:Iteration 11Q (49025.000000 sec): 3 clusters
  Score: Raw -489249.279153 + Penalty 2694.426638 = -486554.852515
  nChanged 76
		SP:Iteration 12Q (49025.170000 sec): 3 clusters
  Score: Raw -489293.290560 + Penalty 2694.426638 = -486598.863922
  nChanged 91
		SP:Iteration 13Q (49025.380000 sec): 3 clusters
  Score: Raw -489348.729615 + Penalty 2694.426638 = -486654.302978
  nChanged 86
		SP:Iteration 14Q (49025.560000 sec): 3 clusters
  Score: Raw -489393.586261 + Penalty 2694.426638 = -486699.159623
  nChanged 70
		SP:Iteration 15Q (49025.700000 sec): 3 clusters
  Score: Raw -489428.372458 + Penalty 2694.426638 = -486733.945820
  nChanged 60
		SP:Iteration 16Q (49025.870000 sec): 3 clusters
  Score: Raw -489457.659621 + Penalty 2694.426638 = -486763.232983
  nChanged 49
		SP:Iteration 17Q (49026.060000 sec): 3 clusters
  Score: Raw -489481.841021 + Penalty 2694.426638 = -486787.414383
  nChanged 48
		SP:Iteration 18Q (49026.300000 sec): 3 clusters
  Score: Raw -489509.851866 + Penalty 2694.426638 = -486815.425228
  nChanged 52
		SP:Iteration 19Q (49026.480000 sec): 3 clusters
  Score: Raw -489537.993303 + Penalty 2694.426638 = -486843.566665
  nChanged 53
		SP:Iteration 20F (49026.630000 sec): 3 clusters
  Score: Raw -489563.277257 + Penalty 2694.426638 = -486868.850619
  nChanged 35
		SP:Iteration 21Q (49026.850000 sec): 3 clusters
  Score: Raw -489579.696091 + Penalty 2694.426638 = -486885.269453
  nChanged 29
		SP:Iteration 22Q (49026.990000 sec): 3 clusters
  Score: Raw -489591.905537 + Penalty 2694.426638 = -486897.478899
  nChanged 27
		SP:Iteration 23Q (49027.180000 sec): 3 clusters
  Score: Raw -489604.773205 + Penalty 2694.426638 = -486910.346567
  nChanged 30
		SP:Iteration 24Q (49027.380000 sec): 3 clusters
  Score: Raw -489616.023930 + Penalty 2694.426638 = -486921.597292
  nChanged 24
		SP:Iteration 25Q (49027.530000 sec): 3 clusters
  Score: Raw -489624.392400 + Penalty 2694.426638 = -486929.965763
  nChanged 19
		SP:Iteration 26Q (49027.670000 sec): 3 clusters
  Score: Raw -489634.799413 + Penalty 2694.426638 = -486940.372775
  nChanged 26
		SP:Iteration 27Q (49027.830000 sec): 3 clusters
  Score: Raw -489648.322811 + Penalty 2694.426638 = -486953.896173
  nChanged 28
		SP:Iteration 28Q (49027.990000 sec): 3 clusters
  Score: Raw -489667.648695 + Penalty 2694.426638 = -486973.222057
  nChanged 38
		SP:Iteration 29Q (49028.140000 sec): 3 clusters
  Score: Raw -489690.670288 + Penalty 2694.426638 = -486996.243650
  nChanged 39
		SP:Iteration 30Q (49028.300000 sec): 3 clusters
  Score: Raw -489711.025085 + Penalty 2694.426638 = -487016.598447
  nChanged 40
		SP:Iteration 31Q (49028.450000 sec): 3 clusters
  Score: Raw -489729.709023 + Penalty 2694.426638 = -487035.282386
  nChanged 31
		SP:Iteration 32Q (49028.600000 sec): 3 clusters
  Score: Raw -489745.338375 + Penalty 2694.426638 = -487050.911737
  nChanged 33
		SP:Iteration 33Q (49028.760000 sec): 3 clusters
  Score: Raw -489758.589934 + Penalty 2694.426638 = -487064.163296
  nChanged 20
		SP:Iteration 34Q (49028.910000 sec): 3 clusters
  Score: Raw -489764.294692 + Penalty 2694.426638 = -487069.868054
  nChanged 15
		SP:Iteration 35Q (49029.050000 sec): 3 clusters
  Score: Raw -489768.412299 + Penalty 2694.426638 = -487073.985662
  nChanged 12
		SP:Iteration 36Q (49029.170000 sec): 3 clusters
  Score: Raw -489772.449256 + Penalty 2694.426638 = -487078.022618
  nChanged 10
		SP:Iteration 37Q (49029.340000 sec): 3 clusters
  Score: Raw -489774.807005 + Penalty 2694.426638 = -487080.380368
  nChanged 8
		SP:Iteration 38Q (49029.500000 sec): 3 clusters
  Score: Raw -489776.800207 + Penalty 2694.426638 = -487082.373570
  nChanged 1
		SP:Iteration 39Q (49029.650000 sec): 3 clusters
  Score: Raw -489777.057185 + Penalty 2694.426638 = -487082.630547
  nChanged 2
		SP:Iteration 40F (49029.830000 sec): 3 clusters
  Score: Raw -489777.349521 + Penalty 2694.426638 = -487082.922883
  nChanged 1
		SP:Iteration 41Q (49030.000000 sec): 3 clusters
  Score: Raw -489777.603026 + Penalty 2694.426638 = -487083.176388
  nChanged 0
		SP:Iteration 42F (49030.160000 sec): 3 clusters
  Score: Raw -489777.603026 + Penalty 2694.426638 = -487083.176388
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 24 (2529 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (49030.300000 sec): 2 clusters
  Score: Raw -310854.145973 + Penalty 1273.281628 = -309580.864346
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (49030.450000 sec): 3 clusters
  Score: Raw -309679.966308 + Penalty 2546.563255 = -307133.403053
  nChanged 926
		SP:Iteration 1F (49030.610000 sec): 3 clusters
  Score: Raw -310244.822414 + Penalty 2546.563255 = -307698.259159
  nChanged 188
		SP:Iteration 2F (49030.770000 sec): 3 clusters
  Score: Raw -310366.773292 + Penalty 2546.563255 = -307820.210037
  nChanged 113
		SP:Iteration 3Q (49030.920000 sec): 3 clusters
  Score: Raw -310426.430762 + Penalty 2546.563255 = -307879.867507
  nChanged 87
		SP:Iteration 4Q (49031.090000 sec): 3 clusters
  Score: Raw -310474.373639 + Penalty 2546.563255 = -307927.810383
  nChanged 54
		SP:Iteration 5Q (49031.250000 sec): 3 clusters
  Score: Raw -310504.958481 + Penalty 2546.563255 = -307958.395226
  nChanged 44
		SP:Iteration 6Q (49031.430000 sec): 3 clusters
  Score: Raw -310525.821435 + Penalty 2546.563255 = -307979.258180
  nChanged 33
		SP:Iteration 7Q (49031.600000 sec): 3 clusters
  Score: Raw -310540.027997 + Penalty 2546.563255 = -307993.464742
  nChanged 28
		SP:Iteration 8Q (49031.760000 sec): 3 clusters
  Score: Raw -310555.363730 + Penalty 2546.563255 = -308008.800474
  nChanged 26
		SP:Iteration 9Q (49031.950000 sec): 3 clusters
  Score: Raw -310572.925237 + Penalty 2546.563255 = -308026.361982
  nChanged 33
		SP:Iteration 10Q (49032.140000 sec): 3 clusters
  Score: Raw -310590.204942 + Penalty 2546.563255 = -308043.641687
  nChanged 32
		SP:Iteration 11Q (49032.300000 sec): 3 clusters
  Score: Raw -310606.502536 + Penalty 2546.563255 = -308059.939281
  nChanged 35
		SP:Iteration 12Q (49032.520000 sec): 3 clusters
  Score: Raw -310623.232047 + Penalty 2546.563255 = -308076.668792
  nChanged 24
		SP:Iteration 13Q (49032.670000 sec): 3 clusters
  Score: Raw -310636.572894 + Penalty 2546.563255 = -308090.009639
  nChanged 33
		SP:Iteration 14Q (49032.870000 sec): 3 clusters
  Score: Raw -310653.524551 + Penalty 2546.563255 = -308106.961296
  nChanged 20
		SP:Iteration 15Q (49033.070000 sec): 3 clusters
  Score: Raw -310660.059522 + Penalty 2546.563255 = -308113.496267
  nChanged 13
		SP:Iteration 16Q (49033.280000 sec): 3 clusters
  Score: Raw -310665.694858 + Penalty 2546.563255 = -308119.131603
  nChanged 19
		SP:Iteration 17Q (49033.470000 sec): 3 clusters
  Score: Raw -310675.693003 + Penalty 2546.563255 = -308129.129748
  nChanged 15
		SP:Iteration 18Q (49033.620000 sec): 3 clusters
  Score: Raw -310683.842689 + Penalty 2546.563255 = -308137.279434
  nChanged 18
		SP:Iteration 19Q (49033.780000 sec): 3 clusters
  Score: Raw -310692.349522 + Penalty 2546.563255 = -308145.786267
  nChanged 16
		SP:Iteration 20F (49033.960000 sec): 3 clusters
  Score: Raw -310700.117681 + Penalty 2546.563255 = -308153.554425
  nChanged 13
		SP:Iteration 21Q (49034.100000 sec): 3 clusters
  Score: Raw -310707.131307 + Penalty 2546.563255 = -308160.568051
  nChanged 9
		SP:Iteration 22Q (49034.280000 sec): 3 clusters
  Score: Raw -310713.519848 + Penalty 2546.563255 = -308166.956593
  nChanged 17
		SP:Iteration 23Q (49034.440000 sec): 3 clusters
  Score: Raw -310721.081617 + Penalty 2546.563255 = -308174.518361
  nChanged 9
		SP:Iteration 24Q (49034.610000 sec): 3 clusters
  Score: Raw -310724.423384 + Penalty 2546.563255 = -308177.860129
  nChanged 8
		SP:Iteration 25Q (49034.780000 sec): 3 clusters
  Score: Raw -310727.135009 + Penalty 2546.563255 = -308180.571754
  nChanged 7
		SP:Iteration 26Q (49034.930000 sec): 3 clusters
  Score: Raw -310729.229092 + Penalty 2546.563255 = -308182.665837
  nChanged 7
		SP:Iteration 27Q (49035.160000 sec): 3 clusters
  Score: Raw -310733.440893 + Penalty 2546.563255 = -308186.877637
  nChanged 8
		SP:Iteration 28Q (49035.350000 sec): 3 clusters
  Score: Raw -310737.934098 + Penalty 2546.563255 = -308191.370843
  nChanged 7
		SP:Iteration 29Q (49035.480000 sec): 3 clusters
  Score: Raw -310741.853126 + Penalty 2546.563255 = -308195.289870
  nChanged 14
		SP:Iteration 30Q (49035.640000 sec): 3 clusters
  Score: Raw -310748.272347 + Penalty 2546.563255 = -308201.709092
  nChanged 15
		SP:Iteration 31Q (49035.790000 sec): 3 clusters
  Score: Raw -310756.725530 + Penalty 2546.563255 = -308210.162275
  nChanged 15
		SP:Iteration 32Q (49035.990000 sec): 3 clusters
  Score: Raw -310764.161049 + Penalty 2546.563255 = -308217.597794
  nChanged 13
		SP:Iteration 33Q (49036.130000 sec): 3 clusters
  Score: Raw -310770.330858 + Penalty 2546.563255 = -308223.767603
  nChanged 13
		SP:Iteration 34Q (49036.300000 sec): 3 clusters
  Score: Raw -310777.122419 + Penalty 2546.563255 = -308230.559164
  nChanged 13
		SP:Iteration 35Q (49036.460000 sec): 3 clusters
  Score: Raw -310782.077052 + Penalty 2546.563255 = -308235.513797
  nChanged 7
		SP:Iteration 36Q (49036.630000 sec): 3 clusters
  Score: Raw -310785.016860 + Penalty 2546.563255 = -308238.453605
  nChanged 5
		SP:Iteration 37Q (49036.800000 sec): 3 clusters
  Score: Raw -310786.885991 + Penalty 2546.563255 = -308240.322736
  nChanged 7
		SP:Iteration 38Q (49036.940000 sec): 3 clusters
  Score: Raw -310789.815446 + Penalty 2546.563255 = -308243.252190
  nChanged 8
		SP:Iteration 39Q (49037.120000 sec): 3 clusters
  Score: Raw -310791.906717 + Penalty 2546.563255 = -308245.343462
  nChanged 1
		SP:Iteration 40F (49037.300000 sec): 3 clusters
  Score: Raw -310792.188518 + Penalty 2546.563255 = -308245.625262
  nChanged 2
		SP:Iteration 41Q (49037.460000 sec): 3 clusters
  Score: Raw -310793.310992 + Penalty 2546.563255 = -308246.747736
  nChanged 3
		SP:Iteration 42Q (49037.580000 sec): 3 clusters
  Score: Raw -310794.154440 + Penalty 2546.563255 = -308247.591185
  nChanged 2
		SP:Iteration 43Q (49037.750000 sec): 3 clusters
  Score: Raw -310794.752861 + Penalty 2546.563255 = -308248.189606
  nChanged 2
		SP:Iteration 44Q (49037.960000 sec): 3 clusters
  Score: Raw -310795.061581 + Penalty 2546.563255 = -308248.498326
  nChanged 3
		SP:Iteration 45Q (49038.130000 sec): 3 clusters
  Score: Raw -310795.738205 + Penalty 2546.563255 = -308249.174950
  nChanged 2
		SP:Iteration 46Q (49038.250000 sec): 3 clusters
  Score: Raw -310796.379586 + Penalty 2546.563255 = -308249.816331
  nChanged 4
		SP:Iteration 47Q (49038.430000 sec): 3 clusters
  Score: Raw -310797.223905 + Penalty 2546.563255 = -308250.660650
  nChanged 1
		SP:Iteration 48Q (49038.580000 sec): 3 clusters
  Score: Raw -310797.429477 + Penalty 2546.563255 = -308250.866222
  nChanged 2
		SP:Iteration 49Q (49038.720000 sec): 3 clusters
  Score: Raw -310798.687887 + Penalty 2546.563255 = -308252.124632
  nChanged 4
		SP:Iteration 50Q (49038.900000 sec): 3 clusters
  Score: Raw -310800.556500 + Penalty 2546.563255 = -308253.993245
  nChanged 7
		SP:Iteration 51Q (49039.020000 sec): 3 clusters
  Score: Raw -310803.505694 + Penalty 2546.563255 = -308256.942439
  nChanged 3
		SP:Iteration 52Q (49039.210000 sec): 3 clusters
  Score: Raw -310804.653502 + Penalty 2546.563255 = -308258.090247
  nChanged 7
		SP:Iteration 53Q (49039.340000 sec): 3 clusters
  Score: Raw -310807.962251 + Penalty 2546.563255 = -308261.398996
  nChanged 8
		SP:Iteration 54Q (49039.470000 sec): 3 clusters
  Score: Raw -310810.237578 + Penalty 2546.563255 = -308263.674323
  nChanged 6
		SP:Iteration 55Q (49039.610000 sec): 3 clusters
  Score: Raw -310812.385788 + Penalty 2546.563255 = -308265.822533
  nChanged 7
		SP:Iteration 56Q (49039.760000 sec): 3 clusters
  Score: Raw -310817.869282 + Penalty 2546.563255 = -308271.306027
  nChanged 10
		SP:Iteration 57Q (49039.850000 sec): 3 clusters
  Score: Raw -310822.972089 + Penalty 2546.563255 = -308276.408834
  nChanged 13
		SP:Iteration 58Q (49040.020000 sec): 3 clusters
  Score: Raw -310829.081003 + Penalty 2546.563255 = -308282.517748
  nChanged 13
		SP:Iteration 59Q (49040.150000 sec): 3 clusters
  Score: Raw -310837.447071 + Penalty 2546.563255 = -308290.883816
  nChanged 14
		SP:Iteration 60F (49040.280000 sec): 3 clusters
  Score: Raw -310846.744003 + Penalty 2546.563255 = -308300.180748
  nChanged 27
		SP:Iteration 61Q (49040.460000 sec): 3 clusters
  Score: Raw -310866.421040 + Penalty 2546.563255 = -308319.857784
  nChanged 23
		SP:Iteration 62Q (49040.630000 sec): 3 clusters
  Score: Raw -310879.557931 + Penalty 2546.563255 = -308332.994676
  nChanged 23
		SP:Iteration 63Q (49040.760000 sec): 3 clusters
  Score: Raw -310897.961763 + Penalty 2546.563255 = -308351.398507
  nChanged 27
		SP:Iteration 64Q (49040.910000 sec): 3 clusters
  Score: Raw -310915.651068 + Penalty 2546.563255 = -308369.087812
  nChanged 22
		SP:Iteration 65Q (49041.060000 sec): 3 clusters
  Score: Raw -310928.886163 + Penalty 2546.563255 = -308382.322908
  nChanged 25
		SP:Iteration 66Q (49041.190000 sec): 3 clusters
  Score: Raw -310940.787528 + Penalty 2546.563255 = -308394.224273
  nChanged 12
		SP:Iteration 67Q (49041.330000 sec): 3 clusters
  Score: Raw -310945.081713 + Penalty 2546.563255 = -308398.518458
  nChanged 12
		SP:Iteration 68Q (49041.470000 sec): 3 clusters
  Score: Raw -310949.545230 + Penalty 2546.563255 = -308402.981975
  nChanged 10
		SP:Iteration 69Q (49041.610000 sec): 3 clusters
  Score: Raw -310953.506812 + Penalty 2546.563255 = -308406.943557
  nChanged 8
		SP:Iteration 70Q (49041.750000 sec): 3 clusters
  Score: Raw -310957.789045 + Penalty 2546.563255 = -308411.225790
  nChanged 5
		SP:Iteration 71Q (49041.890000 sec): 3 clusters
  Score: Raw -310959.994023 + Penalty 2546.563255 = -308413.430768
  nChanged 7
		SP:Iteration 72Q (49042.030000 sec): 3 clusters
  Score: Raw -310963.610321 + Penalty 2546.563255 = -308417.047065
  nChanged 9
		SP:Iteration 73Q (49042.170000 sec): 3 clusters
  Score: Raw -310966.647215 + Penalty 2546.563255 = -308420.083960
  nChanged 4
		SP:Iteration 74Q (49042.270000 sec): 3 clusters
  Score: Raw -310968.218312 + Penalty 2546.563255 = -308421.655056
  nChanged 5
		SP:Iteration 75Q (49042.390000 sec): 3 clusters
  Score: Raw -310970.239034 + Penalty 2546.563255 = -308423.675779
  nChanged 8
		SP:Iteration 76Q (49042.550000 sec): 3 clusters
  Score: Raw -310973.891592 + Penalty 2546.563255 = -308427.328337
  nChanged 5
		SP:Iteration 77Q (49042.650000 sec): 3 clusters
  Score: Raw -310976.304516 + Penalty 2546.563255 = -308429.741261
  nChanged 8
		SP:Iteration 78Q (49042.780000 sec): 3 clusters
  Score: Raw -310979.780157 + Penalty 2546.563255 = -308433.216902
  nChanged 5
		SP:Iteration 79Q (49042.910000 sec): 3 clusters
  Score: Raw -310981.759367 + Penalty 2546.563255 = -308435.196112
  nChanged 4
		SP:Iteration 80F (49043.030000 sec): 3 clusters
  Score: Raw -310983.053449 + Penalty 2546.563255 = -308436.490194
  nChanged 1
		SP:Iteration 81Q (49043.200000 sec): 3 clusters
  Score: Raw -310983.568129 + Penalty 2546.563255 = -308437.004874
  nChanged 3
		SP:Iteration 82Q (49043.370000 sec): 3 clusters
  Score: Raw -310985.168859 + Penalty 2546.563255 = -308438.605604
  nChanged 1
		SP:Iteration 83Q (49043.520000 sec): 3 clusters
  Score: Raw -310985.515471 + Penalty 2546.563255 = -308438.952216
  nChanged 1
		SP:Iteration 84Q (49043.650000 sec): 3 clusters
  Score: Raw -310985.833416 + Penalty 2546.563255 = -308439.270161
  nChanged 2
		SP:Iteration 85Q (49043.810000 sec): 3 clusters
  Score: Raw -310986.477965 + Penalty 2546.563255 = -308439.914710
  nChanged 2
		SP:Iteration 86Q (49043.980000 sec): 3 clusters
  Score: Raw -310986.971956 + Penalty 2546.563255 = -308440.408700
  nChanged 1
		SP:Iteration 87Q (49044.150000 sec): 3 clusters
  Score: Raw -310987.261177 + Penalty 2546.563255 = -308440.697922
  nChanged 0
		SP:Iteration 88F (49044.320000 sec): 3 clusters
  Score: Raw -310987.261177 + Penalty 2546.563255 = -308440.697922
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 25 (487 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (49044.370000 sec): 2 clusters
  Score: Raw -54390.799135 + Penalty 1005.592920 = -53385.206215
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (49044.550000 sec): 3 clusters
  Score: Raw -54368.584157 + Penalty 2011.185840 = -52357.398317
  nChanged 117
		SP:Iteration 1F (49044.670000 sec): 3 clusters
  Score: Raw -54547.713844 + Penalty 2011.185840 = -52536.528004
  nChanged 47
		SP:Iteration 2F (49044.790000 sec): 3 clusters
  Score: Raw -54709.296365 + Penalty 2011.185840 = -52698.110525
  nChanged 39
		SP:Iteration 3F (49044.940000 sec): 3 clusters
  Score: Raw -54839.508565 + Penalty 2011.185840 = -52828.322725
  nChanged 29
		SP:Iteration 4F (49045.030000 sec): 3 clusters
  Score: Raw -54937.192639 + Penalty 2011.185840 = -52926.006799
  nChanged 24
		SP:Iteration 5Q (49045.200000 sec): 3 clusters
  Score: Raw -54992.680039 + Penalty 2011.185840 = -52981.494199
  nChanged 16
		SP:Iteration 6Q (49045.330000 sec): 3 clusters
  Score: Raw -55061.234432 + Penalty 2011.185840 = -53050.048592
  nChanged 8
		SP:Iteration 7Q (49045.470000 sec): 3 clusters
  Score: Raw -55091.257981 + Penalty 2011.185840 = -53080.072141
  nChanged 5
		SP:Iteration 8Q (49045.590000 sec): 3 clusters
  Score: Raw -55100.540420 + Penalty 2011.185840 = -53089.354580
  nChanged 3
		SP:Iteration 9Q (49045.710000 sec): 3 clusters
  Score: Raw -55113.132489 + Penalty 2011.185840 = -53101.946649
  nChanged 2
		SP:Iteration 10Q (49045.910000 sec): 3 clusters
  Score: Raw -55121.456257 + Penalty 2011.185840 = -53110.270417
  nChanged 2
		SP:Iteration 11Q (49046.050000 sec): 3 clusters
  Score: Raw -55128.719753 + Penalty 2011.185840 = -53117.533913
  nChanged 1
		SP:Iteration 12Q (49046.180000 sec): 3 clusters
  Score: Raw -55132.537870 + Penalty 2011.185840 = -53121.352030
  nChanged 1
		SP:Iteration 13Q (49046.310000 sec): 3 clusters
  Score: Raw -55133.810276 + Penalty 2011.185840 = -53122.624436
  nChanged 1
		SP:Iteration 14Q (49046.460000 sec): 3 clusters
  Score: Raw -55137.337137 + Penalty 2011.185840 = -53126.151297
  nChanged 0
		SP:Iteration 15F (49046.580000 sec): 3 clusters
  Score: Raw -55137.337137 + Penalty 2011.185840 = -53126.151297
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 26 (509 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (49046.690000 sec): 2 clusters
  Score: Raw -62212.738434 + Penalty 1012.772803 = -61199.965632
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (49046.840000 sec): 3 clusters
  Score: Raw -62137.055899 + Penalty 2025.545605 = -60111.510294
  nChanged 115
		SP:Iteration 1F (49047.020000 sec): 3 clusters
  Score: Raw -62297.281660 + Penalty 2025.545605 = -60271.736055
  nChanged 21
		SP:Iteration 2Q (49047.210000 sec): 3 clusters
  Score: Raw -62323.762246 + Penalty 2025.545605 = -60298.216641
  nChanged 8
		SP:Iteration 3Q (49047.350000 sec): 3 clusters
  Score: Raw -62335.874509 + Penalty 2025.545605 = -60310.328904
  nChanged 4
		SP:Iteration 4Q (49047.510000 sec): 3 clusters
  Score: Raw -62343.025168 + Penalty 2025.545605 = -60317.479563
  nChanged 3
		SP:Iteration 5Q (49047.680000 sec): 3 clusters
  Score: Raw -62346.014802 + Penalty 2025.545605 = -60320.469197
  nChanged 0
		SP:Iteration 6F (49047.840000 sec): 3 clusters
  Score: Raw -62346.014802 + Penalty 2025.545605 = -60320.469197
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 27 (4104 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (49047.950000 sec): 2 clusters
  Score: Raw -495795.047068 + Penalty 1351.954075 = -494443.092992
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (49048.130000 sec): 3 clusters
  Score: Raw -493676.293577 + Penalty 2703.908151 = -490972.385426
  nChanged 1628
		SP:Iteration 1F (49048.330000 sec): 3 clusters
  Score: Raw -494597.759363 + Penalty 2703.908151 = -491893.851212
  nChanged 298
		SP:Iteration 2F (49048.510000 sec): 3 clusters
  Score: Raw -494763.063409 + Penalty 2703.908151 = -492059.155259
  nChanged 221
		SP:Iteration 3F (49048.640000 sec): 3 clusters
  Score: Raw -494876.138058 + Penalty 2703.908151 = -492172.229907
  nChanged 156
		SP:Iteration 4Q (49048.850000 sec): 3 clusters
  Score: Raw -494953.548397 + Penalty 2703.908151 = -492249.640246
  nChanged 130
		SP:Iteration 5Q (49049.030000 sec): 3 clusters
  Score: Raw -495017.125809 + Penalty 2703.908151 = -492313.217659
  nChanged 106
		SP:Iteration 6Q (49049.200000 sec): 3 clusters
  Score: Raw -495065.543382 + Penalty 2703.908151 = -492361.635231
  nChanged 88
		SP:Iteration 7Q (49049.370000 sec): 3 clusters
  Score: Raw -495100.816756 + Penalty 2703.908151 = -492396.908605
  nChanged 76
		SP:Iteration 8Q (49049.550000 sec): 3 clusters
  Score: Raw -495135.256023 + Penalty 2703.908151 = -492431.347873
  nChanged 72
		SP:Iteration 9Q (49049.720000 sec): 3 clusters
  Score: Raw -495162.487523 + Penalty 2703.908151 = -492458.579372
  nChanged 56
		SP:Iteration 10Q (49049.890000 sec): 3 clusters
  Score: Raw -495186.257106 + Penalty 2703.908151 = -492482.348956
  nChanged 66
		SP:Iteration 11Q (49050.070000 sec): 3 clusters
  Score: Raw -495218.270677 + Penalty 2703.908151 = -492514.362527
  nChanged 70
		SP:Iteration 12Q (49050.240000 sec): 3 clusters
  Score: Raw -495251.752692 + Penalty 2703.908151 = -492547.844542
  nChanged 74
		SP:Iteration 13Q (49050.400000 sec): 3 clusters
  Score: Raw -495287.414480 + Penalty 2703.908151 = -492583.506330
  nChanged 85
		SP:Iteration 14Q (49050.580000 sec): 3 clusters
  Score: Raw -495333.376066 + Penalty 2703.908151 = -492629.467915
  nChanged 92
		SP:Iteration 15Q (49050.740000 sec): 3 clusters
  Score: Raw -495380.121354 + Penalty 2703.908151 = -492676.213203
  nChanged 97
		SP:Iteration 16Q (49050.880000 sec): 3 clusters
  Score: Raw -495442.267298 + Penalty 2703.908151 = -492738.359147
  nChanged 94
		SP:Iteration 17Q (49051.040000 sec): 3 clusters
  Score: Raw -495498.334263 + Penalty 2703.908151 = -492794.426112
  nChanged 91
		SP:Iteration 18Q (49051.200000 sec): 3 clusters
  Score: Raw -495570.429502 + Penalty 2703.908151 = -492866.521352
  nChanged 83
		SP:Iteration 19Q (49051.360000 sec): 3 clusters
  Score: Raw -495634.407792 + Penalty 2703.908151 = -492930.499641
  nChanged 77
		SP:Iteration 20F (49051.520000 sec): 3 clusters
  Score: Raw -495690.121349 + Penalty 2703.908151 = -492986.213198
  nChanged 65
		SP:Iteration 21Q (49051.680000 sec): 3 clusters
  Score: Raw -495747.755784 + Penalty 2703.908151 = -493043.847633
  nChanged 38
		SP:Iteration 22Q (49051.840000 sec): 3 clusters
  Score: Raw -495783.585772 + Penalty 2703.908151 = -493079.677621
  nChanged 39
		SP:Iteration 23Q (49052.070000 sec): 3 clusters
  Score: Raw -495821.505298 + Penalty 2703.908151 = -493117.597147
  nChanged 31
		SP:Iteration 24Q (49052.200000 sec): 3 clusters
  Score: Raw -495843.979689 + Penalty 2703.908151 = -493140.071538
  nChanged 20
		SP:Iteration 25Q (49052.360000 sec): 3 clusters
  Score: Raw -495863.154796 + Penalty 2703.908151 = -493159.246645
  nChanged 20
		SP:Iteration 26Q (49052.520000 sec): 3 clusters
  Score: Raw -495884.085955 + Penalty 2703.908151 = -493180.177804
  nChanged 22
		SP:Iteration 27Q (49052.700000 sec): 3 clusters
  Score: Raw -495903.349041 + Penalty 2703.908151 = -493199.440891
  nChanged 16
		SP:Iteration 28Q (49052.840000 sec): 3 clusters
  Score: Raw -495919.473927 + Penalty 2703.908151 = -493215.565776
  nChanged 13
		SP:Iteration 29Q (49053.000000 sec): 3 clusters
  Score: Raw -495929.569636 + Penalty 2703.908151 = -493225.661485
  nChanged 12
		SP:Iteration 30Q (49053.200000 sec): 3 clusters
  Score: Raw -495937.971949 + Penalty 2703.908151 = -493234.063798
  nChanged 4
		SP:Iteration 31Q (49053.330000 sec): 3 clusters
  Score: Raw -495942.563011 + Penalty 2703.908151 = -493238.654861
  nChanged 6
		SP:Iteration 32Q (49053.490000 sec): 3 clusters
  Score: Raw -495946.326741 + Penalty 2703.908151 = -493242.418590
  nChanged 5
		SP:Iteration 33Q (49053.650000 sec): 3 clusters
  Score: Raw -495949.465615 + Penalty 2703.908151 = -493245.557464
  nChanged 3
		SP:Iteration 34Q (49053.810000 sec): 3 clusters
  Score: Raw -495951.058153 + Penalty 2703.908151 = -493247.150002
  nChanged 2
		SP:Iteration 35Q (49053.970000 sec): 3 clusters
  Score: Raw -495953.716651 + Penalty 2703.908151 = -493249.808500
  nChanged 2
		SP:Iteration 36Q (49054.130000 sec): 3 clusters
  Score: Raw -495955.128421 + Penalty 2703.908151 = -493251.220270
  nChanged 2
		SP:Iteration 37Q (49054.290000 sec): 3 clusters
  Score: Raw -495958.005259 + Penalty 2703.908151 = -493254.097108
  nChanged 2
		SP:Iteration 38Q (49054.450000 sec): 3 clusters
  Score: Raw -495961.445166 + Penalty 2703.908151 = -493257.537015
  nChanged 4
		SP:Iteration 39Q (49054.610000 sec): 3 clusters
  Score: Raw -495964.838973 + Penalty 2703.908151 = -493260.930822
  nChanged 3
		SP:Iteration 40F (49054.770000 sec): 3 clusters
  Score: Raw -495967.435560 + Penalty 2703.908151 = -493263.527409
  nChanged 6
		SP:Iteration 41Q (49054.930000 sec): 3 clusters
  Score: Raw -495974.076462 + Penalty 2703.908151 = -493270.168311
  nChanged 7
		SP:Iteration 42Q (49055.090000 sec): 3 clusters
  Score: Raw -495980.267471 + Penalty 2703.908151 = -493276.359320
  nChanged 6
		SP:Iteration 43Q (49055.300000 sec): 3 clusters
  Score: Raw -495986.209178 + Penalty 2703.908151 = -493282.301027
  nChanged 5
		SP:Iteration 44Q (49055.460000 sec): 3 clusters
  Score: Raw -495989.568554 + Penalty 2703.908151 = -493285.660403
  nChanged 2
		SP:Iteration 45Q (49055.620000 sec): 3 clusters
  Score: Raw -495991.188599 + Penalty 2703.908151 = -493287.280448
  nChanged 1
		SP:Iteration 46Q (49055.780000 sec): 3 clusters
  Score: Raw -495991.835666 + Penalty 2703.908151 = -493287.927515
  nChanged 0
		SP:Iteration 47F (49055.950000 sec): 3 clusters
  Score: Raw -495991.835666 + Penalty 2703.908151 = -493287.927515
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 28 (4889 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (49056.020000 sec): 2 clusters
  Score: Raw -569754.107036 + Penalty 1380.395748 = -568373.711288
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (49056.240000 sec): 3 clusters
  Score: Raw -567234.362919 + Penalty 2760.791495 = -564473.571424
  nChanged 1982
		SP:Iteration 1F (49056.380000 sec): 3 clusters
  Score: Raw -568444.736045 + Penalty 2760.791495 = -565683.944549
  nChanged 423
		SP:Iteration 2F (49056.560000 sec): 3 clusters
  Score: Raw -568705.158359 + Penalty 2760.791495 = -565944.366864
  nChanged 305
		SP:Iteration 3F (49056.680000 sec): 3 clusters
  Score: Raw -568898.779235 + Penalty 2760.791495 = -566137.987740
  nChanged 244
		SP:Iteration 4Q (49056.820000 sec): 3 clusters
  Score: Raw -569061.296737 + Penalty 2760.791495 = -566300.505242
  nChanged 207
		SP:Iteration 5Q (49057.020000 sec): 3 clusters
  Score: Raw -569200.062228 + Penalty 2760.791495 = -566439.270733
  nChanged 187
		SP:Iteration 6Q (49057.170000 sec): 3 clusters
  Score: Raw -569345.525795 + Penalty 2760.791495 = -566584.734300
  nChanged 202
		SP:Iteration 7Q (49057.280000 sec): 3 clusters
  Score: Raw -569501.083236 + Penalty 2760.791495 = -566740.291741
  nChanged 197
		SP:Iteration 8Q (49057.450000 sec): 3 clusters
  Score: Raw -569617.272332 + Penalty 2760.791495 = -566856.480836
  nChanged 152
		SP:Iteration 9Q (49057.620000 sec): 3 clusters
  Score: Raw -569703.605323 + Penalty 2760.791495 = -566942.813827
  nChanged 135
		SP:Iteration 10Q (49057.740000 sec): 3 clusters
  Score: Raw -569788.730899 + Penalty 2760.791495 = -567027.939404
  nChanged 132
		SP:Iteration 11Q (49057.950000 sec): 3 clusters
  Score: Raw -569863.616927 + Penalty 2760.791495 = -567102.825431
  nChanged 112
		SP:Iteration 12Q (49058.160000 sec): 3 clusters
  Score: Raw -569937.251960 + Penalty 2760.791495 = -567176.460464
  nChanged 107
		SP:Iteration 13Q (49058.350000 sec): 3 clusters
  Score: Raw -570003.521629 + Penalty 2760.791495 = -567242.730134
  nChanged 94
		SP:Iteration 14Q (49058.530000 sec): 3 clusters
  Score: Raw -570056.975653 + Penalty 2760.791495 = -567296.184157
  nChanged 82
		SP:Iteration 15Q (49058.700000 sec): 3 clusters
  Score: Raw -570096.277521 + Penalty 2760.791495 = -567335.486026
  nChanged 63
		SP:Iteration 16Q (49058.880000 sec): 3 clusters
  Score: Raw -570124.819983 + Penalty 2760.791495 = -567364.028488
  nChanged 57
		SP:Iteration 17Q (49059.080000 sec): 3 clusters
  Score: Raw -570148.230486 + Penalty 2760.791495 = -567387.438990
  nChanged 54
		SP:Iteration 18Q (49059.270000 sec): 3 clusters
  Score: Raw -570169.680987 + Penalty 2760.791495 = -567408.889492
  nChanged 34
		SP:Iteration 19Q (49059.420000 sec): 3 clusters
  Score: Raw -570183.412300 + Penalty 2760.791495 = -567422.620804
  nChanged 29
		SP:Iteration 20F (49059.540000 sec): 3 clusters
  Score: Raw -570196.880917 + Penalty 2760.791495 = -567436.089421
  nChanged 32
		SP:Iteration 21Q (49059.650000 sec): 3 clusters
  Score: Raw -570209.718357 + Penalty 2760.791495 = -567448.926861
  nChanged 30
		SP:Iteration 22Q (49059.820000 sec): 3 clusters
  Score: Raw -570224.248506 + Penalty 2760.791495 = -567463.457011
  nChanged 35
		SP:Iteration 23Q (49060.000000 sec): 3 clusters
  Score: Raw -570239.102407 + Penalty 2760.791495 = -567478.310911
  nChanged 33
		SP:Iteration 24Q (49060.170000 sec): 3 clusters
  Score: Raw -570250.217481 + Penalty 2760.791495 = -567489.425986
  nChanged 25
		SP:Iteration 25Q (49060.310000 sec): 3 clusters
  Score: Raw -570258.321518 + Penalty 2760.791495 = -567497.530023
  nChanged 21
		SP:Iteration 26Q (49060.540000 sec): 3 clusters
  Score: Raw -570265.756254 + Penalty 2760.791495 = -567504.964758
  nChanged 19
		SP:Iteration 27Q (49060.670000 sec): 3 clusters
  Score: Raw -570274.547473 + Penalty 2760.791495 = -567513.755978
  nChanged 24
		SP:Iteration 28Q (49060.890000 sec): 3 clusters
  Score: Raw -570282.677120 + Penalty 2760.791495 = -567521.885624
  nChanged 18
		SP:Iteration 29Q (49061.050000 sec): 3 clusters
  Score: Raw -570287.335258 + Penalty 2760.791495 = -567526.543763
  nChanged 14
		SP:Iteration 30Q (49061.190000 sec): 3 clusters
  Score: Raw -570289.746868 + Penalty 2760.791495 = -567528.955373
  nChanged 7
		SP:Iteration 31Q (49061.340000 sec): 3 clusters
  Score: Raw -570290.497539 + Penalty 2760.791495 = -567529.706044
  nChanged 1
		SP:Iteration 32Q (49061.510000 sec): 3 clusters
  Score: Raw -570290.616497 + Penalty 2760.791495 = -567529.825002
  nChanged 0
		SP:Iteration 33F (49061.670000 sec): 3 clusters
  Score: Raw -570290.616497 + Penalty 2760.791495 = -567529.825002
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 29 (7937 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (49061.800000 sec): 2 clusters
  Score: Raw -903700.296505 + Penalty 1459.134730 = -902241.161774
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (49061.990000 sec): 3 clusters
  Score: Raw -899221.481451 + Penalty 2918.269461 = -896303.211990
  nChanged 3454
		SP:Iteration 1F (49062.180000 sec): 3 clusters
  Score: Raw -901237.752237 + Penalty 2918.269461 = -898319.482776
  nChanged 585
		SP:Iteration 2F (49062.410000 sec): 3 clusters
  Score: Raw -901617.035832 + Penalty 2918.269461 = -898698.766372
  nChanged 533
		SP:Iteration 3F (49062.600000 sec): 3 clusters
  Score: Raw -901989.895679 + Penalty 2918.269461 = -899071.626218
  nChanged 501
		SP:Iteration 4F (49062.770000 sec): 3 clusters
  Score: Raw -902385.541457 + Penalty 2918.269461 = -899467.271997
  nChanged 478
		SP:Iteration 5F (49062.940000 sec): 3 clusters
  Score: Raw -902740.230895 + Penalty 2918.269461 = -899821.961434
  nChanged 438
		SP:Iteration 6F (49063.150000 sec): 3 clusters
  Score: Raw -903064.385898 + Penalty 2918.269461 = -900146.116437
  nChanged 374
		SP:Iteration 7Q (49063.370000 sec): 3 clusters
  Score: Raw -903327.953736 + Penalty 2918.269461 = -900409.684275
  nChanged 299
		SP:Iteration 8Q (49063.580000 sec): 3 clusters
  Score: Raw -903509.426357 + Penalty 2918.269461 = -900591.156896
  nChanged 227
		SP:Iteration 9Q (49063.810000 sec): 3 clusters
  Score: Raw -903636.625388 + Penalty 2918.269461 = -900718.355927
  nChanged 194
		SP:Iteration 10Q (49063.940000 sec): 3 clusters
  Score: Raw -903733.592000 + Penalty 2918.269461 = -900815.322539
  nChanged 160
		SP:Iteration 11Q (49064.150000 sec): 3 clusters
  Score: Raw -903809.102160 + Penalty 2918.269461 = -900890.832700
  nChanged 125
		SP:Iteration 12Q (49064.380000 sec): 3 clusters
  Score: Raw -903869.809685 + Penalty 2918.269461 = -900951.540224
  nChanged 105
		SP:Iteration 13Q (49064.590000 sec): 3 clusters
  Score: Raw -903911.012515 + Penalty 2918.269461 = -900992.743054
  nChanged 82
		SP:Iteration 14Q (49064.810000 sec): 3 clusters
  Score: Raw -903947.506537 + Penalty 2918.269461 = -901029.237076
  nChanged 80
		SP:Iteration 15Q (49065.010000 sec): 3 clusters
  Score: Raw -903984.770698 + Penalty 2918.269461 = -901066.501237
  nChanged 80
		SP:Iteration 16Q (49065.220000 sec): 3 clusters
  Score: Raw -904016.534372 + Penalty 2918.269461 = -901098.264911
  nChanged 82
		SP:Iteration 17Q (49065.410000 sec): 3 clusters
  Score: Raw -904046.563115 + Penalty 2918.269461 = -901128.293654
  nChanged 77
		SP:Iteration 18Q (49065.630000 sec): 3 clusters
  Score: Raw -904076.926078 + Penalty 2918.269461 = -901158.656617
  nChanged 75
		SP:Iteration 19Q (49065.830000 sec): 3 clusters
  Score: Raw -904102.590897 + Penalty 2918.269461 = -901184.321436
  nChanged 68
		SP:Iteration 20F (49066.020000 sec): 3 clusters
  Score: Raw -904123.318141 + Penalty 2918.269461 = -901205.048680
  nChanged 53
		SP:Iteration 21Q (49066.210000 sec): 3 clusters
  Score: Raw -904140.578425 + Penalty 2918.269461 = -901222.308964
  nChanged 48
		SP:Iteration 22Q (49066.410000 sec): 3 clusters
  Score: Raw -904155.699476 + Penalty 2918.269461 = -901237.430015
  nChanged 46
		SP:Iteration 23Q (49066.590000 sec): 3 clusters
  Score: Raw -904170.299817 + Penalty 2918.269461 = -901252.030356
  nChanged 42
		SP:Iteration 24Q (49066.790000 sec): 3 clusters
  Score: Raw -904184.150595 + Penalty 2918.269461 = -901265.881134
  nChanged 41
		SP:Iteration 25Q (49066.980000 sec): 3 clusters
  Score: Raw -904193.277126 + Penalty 2918.269461 = -901275.007665
  nChanged 34
		SP:Iteration 26Q (49067.150000 sec): 3 clusters
  Score: Raw -904201.010689 + Penalty 2918.269461 = -901282.741229
  nChanged 24
		SP:Iteration 27Q (49067.350000 sec): 3 clusters
  Score: Raw -904205.374886 + Penalty 2918.269461 = -901287.105425
  nChanged 16
		SP:Iteration 28Q (49067.520000 sec): 3 clusters
  Score: Raw -904208.379067 + Penalty 2918.269461 = -901290.109606
  nChanged 12
		SP:Iteration 29Q (49067.740000 sec): 3 clusters
  Score: Raw -904210.889986 + Penalty 2918.269461 = -901292.620525
  nChanged 12
		SP:Iteration 30Q (49067.900000 sec): 3 clusters
  Score: Raw -904212.984710 + Penalty 2918.269461 = -901294.715249
  nChanged 9
		SP:Iteration 31Q (49068.110000 sec): 3 clusters
  Score: Raw -904214.293368 + Penalty 2918.269461 = -901296.023908
  nChanged 6
		SP:Iteration 32Q (49068.370000 sec): 3 clusters
  Score: Raw -904215.458283 + Penalty 2918.269461 = -901297.188822
  nChanged 4
		SP:Iteration 33Q (49068.570000 sec): 3 clusters
  Score: Raw -904215.856822 + Penalty 2918.269461 = -901297.587361
  nChanged 3
		SP:Iteration 34Q (49068.750000 sec): 3 clusters
  Score: Raw -904216.195065 + Penalty 2918.269461 = -901297.925604
  nChanged 5
		SP:Iteration 35Q (49068.960000 sec): 3 clusters
  Score: Raw -904216.976942 + Penalty 2918.269461 = -901298.707481
  nChanged 6
		SP:Iteration 36Q (49069.120000 sec): 3 clusters
  Score: Raw -904217.827228 + Penalty 2918.269461 = -901299.557767
  nChanged 1
		SP:Iteration 37Q (49069.300000 sec): 3 clusters
  Score: Raw -904217.855656 + Penalty 2918.269461 = -901299.586195
  nChanged 1
		SP:Iteration 38Q (49069.470000 sec): 3 clusters
  Score: Raw -904217.905743 + Penalty 2918.269461 = -901299.636282
  nChanged 0
		SP:Iteration 39F (49069.640000 sec): 3 clusters
  Score: Raw -904217.905743 + Penalty 2918.269461 = -901299.636282
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 30 (13231 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (49069.780000 sec): 2 clusters
  Score: Raw -1654909.520544 + Penalty 1542.176649 = -1653367.343895
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (49070.010000 sec): 3 clusters
  Score: Raw -1647204.537930 + Penalty 3084.353298 = -1644120.184632
  nChanged 5902
		SP:Iteration 1F (49070.260000 sec): 3 clusters
  Score: Raw -1650481.795437 + Penalty 3084.353298 = -1647397.442139
  nChanged 798
		SP:Iteration 2F (49070.490000 sec): 3 clusters
  Score: Raw -1650917.753205 + Penalty 3084.353298 = -1647833.399907
  nChanged 766
		SP:Iteration 3F (49070.680000 sec): 3 clusters
  Score: Raw -1651370.964136 + Penalty 3084.353298 = -1648286.610838
  nChanged 792
		SP:Iteration 4F (49070.920000 sec): 3 clusters
  Score: Raw -1651857.197118 + Penalty 3084.353298 = -1648772.843820
  nChanged 813
		SP:Iteration 5F (49071.140000 sec): 3 clusters
  Score: Raw -1652383.293004 + Penalty 3084.353298 = -1649298.939706
  nChanged 870
		SP:Iteration 6F (49071.360000 sec): 3 clusters
  Score: Raw -1653018.336065 + Penalty 3084.353298 = -1649933.982767
  nChanged 854
		SP:Iteration 7F (49071.560000 sec): 3 clusters
  Score: Raw -1653725.422843 + Penalty 3084.353298 = -1650641.069545
  nChanged 717
		SP:Iteration 8F (49071.790000 sec): 3 clusters
  Score: Raw -1654352.448312 + Penalty 3084.353298 = -1651268.095014
  nChanged 562
		SP:Iteration 9Q (49072.030000 sec): 3 clusters
  Score: Raw -1654825.596066 + Penalty 3084.353298 = -1651741.242768
  nChanged 369
		SP:Iteration 10Q (49072.260000 sec): 3 clusters
  Score: Raw -1655108.875970 + Penalty 3084.353298 = -1652024.522672
  nChanged 254
		SP:Iteration 11Q (49072.470000 sec): 3 clusters
  Score: Raw -1655303.355462 + Penalty 3084.353298 = -1652219.002164
  nChanged 160
		SP:Iteration 12Q (49072.650000 sec): 3 clusters
  Score: Raw -1655434.819737 + Penalty 3084.353298 = -1652350.466439
  nChanged 104
		SP:Iteration 13Q (49072.880000 sec): 3 clusters
  Score: Raw -1655505.761494 + Penalty 3084.353298 = -1652421.408196
  nChanged 82
		SP:Iteration 14Q (49073.150000 sec): 3 clusters
  Score: Raw -1655557.198049 + Penalty 3084.353298 = -1652472.844751
  nChanged 61
		SP:Iteration 15Q (49073.350000 sec): 3 clusters
  Score: Raw -1655586.436442 + Penalty 3084.353298 = -1652502.083144
  nChanged 45
		SP:Iteration 16Q (49073.560000 sec): 3 clusters
  Score: Raw -1655605.382033 + Penalty 3084.353298 = -1652521.028735
  nChanged 41
		SP:Iteration 17Q (49073.810000 sec): 3 clusters
  Score: Raw -1655623.241391 + Penalty 3084.353298 = -1652538.888093
  nChanged 28
		SP:Iteration 18Q (49074.020000 sec): 3 clusters
  Score: Raw -1655634.833143 + Penalty 3084.353298 = -1652550.479845
  nChanged 25
		SP:Iteration 19Q (49074.220000 sec): 3 clusters
  Score: Raw -1655647.859356 + Penalty 3084.353298 = -1652563.506058
  nChanged 24
		SP:Iteration 20F (49074.410000 sec): 3 clusters
  Score: Raw -1655658.436103 + Penalty 3084.353298 = -1652574.082805
  nChanged 18
		SP:Iteration 21Q (49074.610000 sec): 3 clusters
  Score: Raw -1655667.526583 + Penalty 3084.353298 = -1652583.173285
  nChanged 21
		SP:Iteration 22Q (49074.780000 sec): 3 clusters
  Score: Raw -1655676.144641 + Penalty 3084.353298 = -1652591.791343
  nChanged 23
		SP:Iteration 23Q (49074.960000 sec): 3 clusters
  Score: Raw -1655685.375242 + Penalty 3084.353298 = -1652601.021944
  nChanged 17
		SP:Iteration 24Q (49075.160000 sec): 3 clusters
  Score: Raw -1655689.339389 + Penalty 3084.353298 = -1652604.986091
  nChanged 6
		SP:Iteration 25Q (49075.420000 sec): 3 clusters
  Score: Raw -1655690.751337 + Penalty 3084.353298 = -1652606.398039
  nChanged 4
		SP:Iteration 26Q (49075.620000 sec): 3 clusters
  Score: Raw -1655691.848331 + Penalty 3084.353298 = -1652607.495033
  nChanged 3
		SP:Iteration 27Q (49075.850000 sec): 3 clusters
  Score: Raw -1655692.701798 + Penalty 3084.353298 = -1652608.348500
  nChanged 4
		SP:Iteration 28Q (49076.050000 sec): 3 clusters
  Score: Raw -1655693.730318 + Penalty 3084.353298 = -1652609.377020
  nChanged 2
		SP:Iteration 29Q (49076.270000 sec): 3 clusters
  Score: Raw -1655693.976706 + Penalty 3084.353298 = -1652609.623408
  nChanged 2
		SP:Iteration 30Q (49076.470000 sec): 3 clusters
  Score: Raw -1655694.346630 + Penalty 3084.353298 = -1652609.993332
  nChanged 2
		SP:Iteration 31Q (49076.640000 sec): 3 clusters
  Score: Raw -1655694.645713 + Penalty 3084.353298 = -1652610.292415
  nChanged 0
		SP:Iteration 32F (49076.860000 sec): 3 clusters
  Score: Raw -1655694.645713 + Penalty 3084.353298 = -1652610.292415
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 31 (545 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (49076.960000 sec): 2 clusters
  Score: Raw -59723.482970 + Penalty 1023.877692 = -58699.605278
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (49077.140000 sec): 3 clusters
  Score: Raw -59661.212099 + Penalty 2047.755383 = -57613.456716
  nChanged 143
		SP:Iteration 1F (49077.310000 sec): 3 clusters
  Score: Raw -59945.133668 + Penalty 2047.755383 = -57897.378284
  nChanged 47
		SP:Iteration 2F (49077.430000 sec): 3 clusters
  Score: Raw -60043.631696 + Penalty 2047.755383 = -57995.876313
  nChanged 29
		SP:Iteration 3F (49077.610000 sec): 3 clusters
  Score: Raw -60149.506576 + Penalty 2047.755383 = -58101.751193
  nChanged 35
		SP:Iteration 4F (49077.800000 sec): 3 clusters
  Score: Raw -60301.045136 + Penalty 2047.755383 = -58253.289753
  nChanged 29
		SP:Iteration 5F (49077.960000 sec): 3 clusters
  Score: Raw -60449.074727 + Penalty 2047.755383 = -58401.319344
  nChanged 14
		SP:Iteration 6Q (49078.090000 sec): 3 clusters
  Score: Raw -60507.904197 + Penalty 2047.755383 = -58460.148814
  nChanged 9
		SP:Iteration 7Q (49078.280000 sec): 3 clusters
  Score: Raw -60525.342536 + Penalty 2047.755383 = -58477.587152
  nChanged 4
		SP:Iteration 8Q (49078.450000 sec): 3 clusters
  Score: Raw -60541.584855 + Penalty 2047.755383 = -58493.829472
  nChanged 5
		SP:Iteration 9Q (49078.540000 sec): 3 clusters
  Score: Raw -60560.626123 + Penalty 2047.755383 = -58512.870739
  nChanged 3
		SP:Iteration 10Q (49078.700000 sec): 3 clusters
  Score: Raw -60564.695237 + Penalty 2047.755383 = -58516.939853
  nChanged 0
		SP:Iteration 11F (49078.910000 sec): 3 clusters
  Score: Raw -60564.695237 + Penalty 2047.755383 = -58516.939853
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 32 (7915 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (49079.020000 sec): 2 clusters
  Score: Raw -960147.298161 + Penalty 1458.683683 = -958688.614478
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (49079.200000 sec): 3 clusters
  Score: Raw -955763.200168 + Penalty 2917.367366 = -952845.832802
  nChanged 3323
		SP:Iteration 1F (49079.410000 sec): 3 clusters
  Score: Raw -957542.410197 + Penalty 2917.367366 = -954625.042831
  nChanged 527
		SP:Iteration 2F (49079.570000 sec): 3 clusters
  Score: Raw -957797.066359 + Penalty 2917.367366 = -954879.698993
  nChanged 446
		SP:Iteration 3F (49079.820000 sec): 3 clusters
  Score: Raw -958018.160692 + Penalty 2917.367366 = -955100.793326
  nChanged 415
		SP:Iteration 4F (49080.030000 sec): 3 clusters
  Score: Raw -958258.063799 + Penalty 2917.367366 = -955340.696433
  nChanged 419
		SP:Iteration 5F (49080.210000 sec): 3 clusters
  Score: Raw -958552.630229 + Penalty 2917.367366 = -955635.262863
  nChanged 437
		SP:Iteration 6F (49080.420000 sec): 3 clusters
  Score: Raw -958889.680447 + Penalty 2917.367366 = -955972.313081
  nChanged 429
		SP:Iteration 7F (49080.630000 sec): 3 clusters
  Score: Raw -959204.102073 + Penalty 2917.367366 = -956286.734707
  nChanged 395
		SP:Iteration 8Q (49080.830000 sec): 3 clusters
  Score: Raw -959459.149637 + Penalty 2917.367366 = -956541.782271
  nChanged 331
		SP:Iteration 9Q (49081.050000 sec): 3 clusters
  Score: Raw -959672.712051 + Penalty 2917.367366 = -956755.344685
  nChanged 302
		SP:Iteration 10Q (49081.290000 sec): 3 clusters
  Score: Raw -959824.318607 + Penalty 2917.367366 = -956906.951241
  nChanged 211
		SP:Iteration 11Q (49081.480000 sec): 3 clusters
  Score: Raw -959917.954964 + Penalty 2917.367366 = -957000.587598
  nChanged 160
		SP:Iteration 12Q (49081.640000 sec): 3 clusters
  Score: Raw -959982.361499 + Penalty 2917.367366 = -957064.994133
  nChanged 112
		SP:Iteration 13Q (49081.800000 sec): 3 clusters
  Score: Raw -960022.285537 + Penalty 2917.367366 = -957104.918171
  nChanged 93
		SP:Iteration 14Q (49081.910000 sec): 3 clusters
  Score: Raw -960050.781639 + Penalty 2917.367366 = -957133.414273
  nChanged 89
		SP:Iteration 15Q (49082.130000 sec): 3 clusters
  Score: Raw -960079.280128 + Penalty 2917.367366 = -957161.912762
  nChanged 71
		SP:Iteration 16Q (49082.300000 sec): 3 clusters
  Score: Raw -960103.929084 + Penalty 2917.367366 = -957186.561718
  nChanged 82
		SP:Iteration 17Q (49082.520000 sec): 3 clusters
  Score: Raw -960131.452943 + Penalty 2917.367366 = -957214.085577
  nChanged 71
		SP:Iteration 18Q (49082.710000 sec): 3 clusters
  Score: Raw -960155.416616 + Penalty 2917.367366 = -957238.049250
  nChanged 70
		SP:Iteration 19Q (49082.900000 sec): 3 clusters
  Score: Raw -960183.191001 + Penalty 2917.367366 = -957265.823635
  nChanged 69
		SP:Iteration 20F (49083.080000 sec): 3 clusters
  Score: Raw -960208.101239 + Penalty 2917.367366 = -957290.733873
  nChanged 71
		SP:Iteration 21Q (49083.270000 sec): 3 clusters
  Score: Raw -960235.054469 + Penalty 2917.367366 = -957317.687103
  nChanged 65
		SP:Iteration 22Q (49083.460000 sec): 3 clusters
  Score: Raw -960266.962801 + Penalty 2917.367366 = -957349.595435
  nChanged 74
		SP:Iteration 23Q (49083.660000 sec): 3 clusters
  Score: Raw -960301.414843 + Penalty 2917.367366 = -957384.047477
  nChanged 81
		SP:Iteration 24Q (49083.830000 sec): 3 clusters
  Score: Raw -960331.335335 + Penalty 2917.367366 = -957413.967969
  nChanged 71
		SP:Iteration 25Q (49084.010000 sec): 3 clusters
  Score: Raw -960363.952942 + Penalty 2917.367366 = -957446.585576
  nChanged 77
		SP:Iteration 26Q (49084.190000 sec): 3 clusters
  Score: Raw -960399.521746 + Penalty 2917.367366 = -957482.154380
  nChanged 87
		SP:Iteration 27Q (49084.380000 sec): 3 clusters
  Score: Raw -960440.482982 + Penalty 2917.367366 = -957523.115616
  nChanged 74
		SP:Iteration 28Q (49084.560000 sec): 3 clusters
  Score: Raw -960472.707127 + Penalty 2917.367366 = -957555.339761
  nChanged 70
		SP:Iteration 29Q (49084.760000 sec): 3 clusters
  Score: Raw -960506.366437 + Penalty 2917.367366 = -957588.999071
  nChanged 67
		SP:Iteration 30Q (49084.980000 sec): 3 clusters
  Score: Raw -960538.069741 + Penalty 2917.367366 = -957620.702375
  nChanged 70
		SP:Iteration 31Q (49085.180000 sec): 3 clusters
  Score: Raw -960571.284423 + Penalty 2917.367366 = -957653.917057
  nChanged 70
		SP:Iteration 32Q (49085.390000 sec): 3 clusters
  Score: Raw -960604.689967 + Penalty 2917.367366 = -957687.322601
  nChanged 66
		SP:Iteration 33Q (49085.600000 sec): 3 clusters
  Score: Raw -960631.701020 + Penalty 2917.367366 = -957714.333654
  nChanged 55
		SP:Iteration 34Q (49085.760000 sec): 3 clusters
  Score: Raw -960651.144326 + Penalty 2917.367366 = -957733.776960
  nChanged 48
		SP:Iteration 35Q (49085.960000 sec): 3 clusters
  Score: Raw -960668.714621 + Penalty 2917.367366 = -957751.347255
  nChanged 39
		SP:Iteration 36Q (49086.110000 sec): 3 clusters
  Score: Raw -960680.751713 + Penalty 2917.367366 = -957763.384347
  nChanged 32
		SP:Iteration 37Q (49086.300000 sec): 3 clusters
  Score: Raw -960690.640199 + Penalty 2917.367366 = -957773.272833
  nChanged 36
		SP:Iteration 38Q (49086.460000 sec): 3 clusters
  Score: Raw -960703.080429 + Penalty 2917.367366 = -957785.713063
  nChanged 39
		SP:Iteration 39Q (49086.650000 sec): 3 clusters
  Score: Raw -960713.974943 + Penalty 2917.367366 = -957796.607577
  nChanged 32
		SP:Iteration 40F (49086.850000 sec): 3 clusters
  Score: Raw -960724.489698 + Penalty 2917.367366 = -957807.122332
  nChanged 25
		SP:Iteration 41Q (49087.040000 sec): 3 clusters
  Score: Raw -960733.880451 + Penalty 2917.367366 = -957816.513085
  nChanged 29
		SP:Iteration 42Q (49087.230000 sec): 3 clusters
  Score: Raw -960745.342046 + Penalty 2917.367366 = -957827.974680
  nChanged 27
		SP:Iteration 43Q (49087.400000 sec): 3 clusters
  Score: Raw -960756.375560 + Penalty 2917.367366 = -957839.008194
  nChanged 24
		SP:Iteration 44Q (49087.610000 sec): 3 clusters
  Score: Raw -960763.017177 + Penalty 2917.367366 = -957845.649811
  nChanged 19
		SP:Iteration 45Q (49087.780000 sec): 3 clusters
  Score: Raw -960768.336232 + Penalty 2917.367366 = -957850.968866
  nChanged 19
		SP:Iteration 46Q (49087.960000 sec): 3 clusters
  Score: Raw -960772.834394 + Penalty 2917.367366 = -957855.467028
  nChanged 15
		SP:Iteration 47Q (49088.180000 sec): 3 clusters
  Score: Raw -960777.319255 + Penalty 2917.367366 = -957859.951889
  nChanged 15
		SP:Iteration 48Q (49088.370000 sec): 3 clusters
  Score: Raw -960781.026518 + Penalty 2917.367366 = -957863.659152
  nChanged 11
		SP:Iteration 49Q (49088.560000 sec): 3 clusters
  Score: Raw -960783.233833 + Penalty 2917.367366 = -957865.866467
  nChanged 7
		SP:Iteration 50Q (49088.760000 sec): 3 clusters
  Score: Raw -960784.683809 + Penalty 2917.367366 = -957867.316443
  nChanged 4
		SP:Iteration 51Q (49088.880000 sec): 3 clusters
  Score: Raw -960785.667435 + Penalty 2917.367366 = -957868.300069
  nChanged 5
		SP:Iteration 52Q (49089.020000 sec): 3 clusters
  Score: Raw -960787.294089 + Penalty 2917.367366 = -957869.926723
  nChanged 7
		SP:Iteration 53Q (49089.220000 sec): 3 clusters
  Score: Raw -960788.736147 + Penalty 2917.367366 = -957871.368781
  nChanged 4
		SP:Iteration 54Q (49089.420000 sec): 3 clusters
  Score: Raw -960790.205161 + Penalty 2917.367366 = -957872.837795
  nChanged 4
		SP:Iteration 55Q (49089.620000 sec): 3 clusters
  Score: Raw -960791.202828 + Penalty 2917.367366 = -957873.835462
  nChanged 4
		SP:Iteration 56Q (49089.810000 sec): 3 clusters
  Score: Raw -960791.763526 + Penalty 2917.367366 = -957874.396160
  nChanged 2
		SP:Iteration 57Q (49090.010000 sec): 3 clusters
  Score: Raw -960792.204970 + Penalty 2917.367366 = -957874.837604
  nChanged 1
		SP:Iteration 58Q (49090.200000 sec): 3 clusters
  Score: Raw -960792.456457 + Penalty 2917.367366 = -957875.089091
  nChanged 1
		SP:Iteration 59Q (49090.440000 sec): 3 clusters
  Score: Raw -960792.599490 + Penalty 2917.367366 = -957875.232124
  nChanged 1
		SP:Iteration 60F (49090.650000 sec): 3 clusters
  Score: Raw -960792.681830 + Penalty 2917.367366 = -957875.314464
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 33 (1896 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (49090.720000 sec): 2 clusters
  Score: Raw -222422.181641 + Penalty 1226.469023 = -221195.712617
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (49090.870000 sec): 3 clusters
  Score: Raw -221613.895415 + Penalty 2452.938047 = -219160.957368
  nChanged 694
		SP:Iteration 1F (49091.010000 sec): 3 clusters
  Score: Raw -222086.742268 + Penalty 2452.938047 = -219633.804221
  nChanged 174
		SP:Iteration 2F (49091.220000 sec): 3 clusters
  Score: Raw -222236.596798 + Penalty 2452.938047 = -219783.658752
  nChanged 113
		SP:Iteration 3F (49091.350000 sec): 3 clusters
  Score: Raw -222349.156280 + Penalty 2452.938047 = -219896.218233
  nChanged 95
		SP:Iteration 4F (49091.480000 sec): 3 clusters
  Score: Raw -222451.666516 + Penalty 2452.938047 = -219998.728469
  nChanged 92
		SP:Iteration 5Q (49091.620000 sec): 3 clusters
  Score: Raw -222532.652959 + Penalty 2452.938047 = -220079.714912
  nChanged 66
		SP:Iteration 6Q (49091.800000 sec): 3 clusters
  Score: Raw -222591.696822 + Penalty 2452.938047 = -220138.758775
  nChanged 60
		SP:Iteration 7Q (49091.980000 sec): 3 clusters
  Score: Raw -222640.077625 + Penalty 2452.938047 = -220187.139578
  nChanged 56
		SP:Iteration 8Q (49092.100000 sec): 3 clusters
  Score: Raw -222682.594861 + Penalty 2452.938047 = -220229.656814
  nChanged 44
		SP:Iteration 9Q (49092.290000 sec): 3 clusters
  Score: Raw -222719.904296 + Penalty 2452.938047 = -220266.966249
  nChanged 45
		SP:Iteration 10Q (49092.450000 sec): 3 clusters
  Score: Raw -222762.269794 + Penalty 2452.938047 = -220309.331747
  nChanged 41
		SP:Iteration 11Q (49092.620000 sec): 3 clusters
  Score: Raw -222795.774535 + Penalty 2452.938047 = -220342.836488
  nChanged 34
		SP:Iteration 12Q (49092.800000 sec): 3 clusters
  Score: Raw -222816.989400 + Penalty 2452.938047 = -220364.051353
  nChanged 25
		SP:Iteration 13Q (49092.970000 sec): 3 clusters
  Score: Raw -222832.020504 + Penalty 2452.938047 = -220379.082458
  nChanged 17
		SP:Iteration 14Q (49093.140000 sec): 3 clusters
  Score: Raw -222845.626725 + Penalty 2452.938047 = -220392.688678
  nChanged 20
		SP:Iteration 15Q (49093.350000 sec): 3 clusters
  Score: Raw -222857.197029 + Penalty 2452.938047 = -220404.258982
  nChanged 11
		SP:Iteration 16Q (49093.480000 sec): 3 clusters
  Score: Raw -222861.918148 + Penalty 2452.938047 = -220408.980101
  nChanged 6
		SP:Iteration 17Q (49093.610000 sec): 3 clusters
  Score: Raw -222864.307146 + Penalty 2452.938047 = -220411.369100
  nChanged 8
		SP:Iteration 18Q (49093.790000 sec): 3 clusters
  Score: Raw -222867.564913 + Penalty 2452.938047 = -220414.626866
  nChanged 10
		SP:Iteration 19Q (49093.950000 sec): 3 clusters
  Score: Raw -222872.955040 + Penalty 2452.938047 = -220420.016993
  nChanged 6
		SP:Iteration 20F (49094.130000 sec): 3 clusters
  Score: Raw -222876.456588 + Penalty 2452.938047 = -220423.518541
  nChanged 5
		SP:Iteration 21Q (49094.280000 sec): 3 clusters
  Score: Raw -222878.608044 + Penalty 2452.938047 = -220425.669997
  nChanged 4
		SP:Iteration 22Q (49094.450000 sec): 3 clusters
  Score: Raw -222882.003588 + Penalty 2452.938047 = -220429.065542
  nChanged 3
		SP:Iteration 23Q (49094.670000 sec): 3 clusters
  Score: Raw -222882.795783 + Penalty 2452.938047 = -220429.857736
  nChanged 1
		SP:Iteration 24Q (49094.820000 sec): 3 clusters
  Score: Raw -222883.241301 + Penalty 2452.938047 = -220430.303254
  nChanged 2
		SP:Iteration 25Q (49095.000000 sec): 3 clusters
  Score: Raw -222884.374395 + Penalty 2452.938047 = -220431.436348
  nChanged 4
		SP:Iteration 26Q (49095.180000 sec): 3 clusters
  Score: Raw -222886.402971 + Penalty 2452.938047 = -220433.464924
  nChanged 4
		SP:Iteration 27Q (49095.330000 sec): 3 clusters
  Score: Raw -222887.823211 + Penalty 2452.938047 = -220434.885164
  nChanged 7
		SP:Iteration 28Q (49095.450000 sec): 3 clusters
  Score: Raw -222891.988653 + Penalty 2452.938047 = -220439.050606
  nChanged 5
		SP:Iteration 29Q (49095.620000 sec): 3 clusters
  Score: Raw -222895.350209 + Penalty 2452.938047 = -220442.412162
  nChanged 4
		SP:Iteration 30Q (49095.740000 sec): 3 clusters
  Score: Raw -222897.255715 + Penalty 2452.938047 = -220444.317668
  nChanged 3
		SP:Iteration 31Q (49095.890000 sec): 3 clusters
  Score: Raw -222898.332982 + Penalty 2452.938047 = -220445.394935
  nChanged 1
		SP:Iteration 32Q (49096.030000 sec): 3 clusters
  Score: Raw -222898.863333 + Penalty 2452.938047 = -220445.925286
  nChanged 1
		SP:Iteration 33Q (49096.180000 sec): 3 clusters
  Score: Raw -222899.405699 + Penalty 2452.938047 = -220446.467652
  nChanged 0
		SP:Iteration 34F (49096.380000 sec): 3 clusters
  Score: Raw -222899.405699 + Penalty 2452.938047 = -220446.467652
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 34 (18679 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (49096.580000 sec): 2 clusters
  Score: Raw -2256838.937171 + Penalty 1598.212716 = -2255240.724454
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (49096.800000 sec): 3 clusters
  Score: Raw -2245610.130896 + Penalty 3196.425433 = -2242413.705464
  nChanged 8437
		SP:Iteration 1F (49097.110000 sec): 3 clusters
  Score: Raw -2250254.722127 + Penalty 3196.425433 = -2247058.296694
  nChanged 1023
		SP:Iteration 2F (49097.360000 sec): 3 clusters
  Score: Raw -2250671.703496 + Penalty 3196.425433 = -2247475.278064
  nChanged 1010
		SP:Iteration 3F (49097.640000 sec): 3 clusters
  Score: Raw -2251163.804208 + Penalty 3196.425433 = -2247967.378775
  nChanged 1065
		SP:Iteration 4F (49097.910000 sec): 3 clusters
  Score: Raw -2251789.753162 + Penalty 3196.425433 = -2248593.327729
  nChanged 1184
		SP:Iteration 5F (49098.190000 sec): 3 clusters
  Score: Raw -2252511.127439 + Penalty 3196.425433 = -2249314.702007
  nChanged 1172
		SP:Iteration 6F (49098.400000 sec): 3 clusters
  Score: Raw -2253291.801478 + Penalty 3196.425433 = -2250095.376045
  nChanged 1140
		SP:Iteration 7F (49098.710000 sec): 3 clusters
  Score: Raw -2254111.151116 + Penalty 3196.425433 = -2250914.725683
  nChanged 1041
		SP:Iteration 8F (49098.980000 sec): 3 clusters
  Score: Raw -2254874.319880 + Penalty 3196.425433 = -2251677.894448
  nChanged 853
		SP:Iteration 9Q (49099.280000 sec): 3 clusters
  Score: Raw -2255496.310832 + Penalty 3196.425433 = -2252299.885399
  nChanged 687
		SP:Iteration 10Q (49099.540000 sec): 3 clusters
  Score: Raw -2256006.364635 + Penalty 3196.425433 = -2252809.939203
  nChanged 523
		SP:Iteration 11Q (49099.790000 sec): 3 clusters
  Score: Raw -2256393.590765 + Penalty 3196.425433 = -2253197.165332
  nChanged 386
		SP:Iteration 12Q (49100.010000 sec): 3 clusters
  Score: Raw -2256675.394931 + Penalty 3196.425433 = -2253478.969498
  nChanged 281
		SP:Iteration 13Q (49100.260000 sec): 3 clusters
  Score: Raw -2256846.633639 + Penalty 3196.425433 = -2253650.208206
  nChanged 204
		SP:Iteration 14Q (49100.600000 sec): 3 clusters
  Score: Raw -2256968.135820 + Penalty 3196.425433 = -2253771.710388
  nChanged 137
		SP:Iteration 15Q (49100.840000 sec): 3 clusters
  Score: Raw -2257042.882717 + Penalty 3196.425433 = -2253846.457284
  nChanged 106
		SP:Iteration 16Q (49101.120000 sec): 3 clusters
  Score: Raw -2257102.219622 + Penalty 3196.425433 = -2253905.794189
  nChanged 76
		SP:Iteration 17Q (49101.370000 sec): 3 clusters
  Score: Raw -2257145.754362 + Penalty 3196.425433 = -2253949.328930
  nChanged 62
		SP:Iteration 18Q (49101.570000 sec): 3 clusters
  Score: Raw -2257182.586911 + Penalty 3196.425433 = -2253986.161478
  nChanged 50
		SP:Iteration 19Q (49101.820000 sec): 3 clusters
  Score: Raw -2257210.383131 + Penalty 3196.425433 = -2254013.957699
  nChanged 46
		SP:Iteration 20F (49102.060000 sec): 3 clusters
  Score: Raw -2257240.392738 + Penalty 3196.425433 = -2254043.967305
  nChanged 35
		SP:Iteration 21Q (49102.350000 sec): 3 clusters
  Score: Raw -2257265.912287 + Penalty 3196.425433 = -2254069.486855
  nChanged 32
		SP:Iteration 22Q (49102.580000 sec): 3 clusters
  Score: Raw -2257287.736495 + Penalty 3196.425433 = -2254091.311063
  nChanged 21
		SP:Iteration 23Q (49102.810000 sec): 3 clusters
  Score: Raw -2257302.453360 + Penalty 3196.425433 = -2254106.027928
  nChanged 25
		SP:Iteration 24Q (49103.040000 sec): 3 clusters
  Score: Raw -2257320.527733 + Penalty 3196.425433 = -2254124.102301
  nChanged 28
		SP:Iteration 25Q (49103.280000 sec): 3 clusters
  Score: Raw -2257342.116104 + Penalty 3196.425433 = -2254145.690672
  nChanged 29
		SP:Iteration 26Q (49103.500000 sec): 3 clusters
  Score: Raw -2257372.049576 + Penalty 3196.425433 = -2254175.624143
  nChanged 25
		SP:Iteration 27Q (49103.750000 sec): 3 clusters
  Score: Raw -2257389.635955 + Penalty 3196.425433 = -2254193.210523
  nChanged 23
		SP:Iteration 28Q (49104.010000 sec): 3 clusters
  Score: Raw -2257404.396604 + Penalty 3196.425433 = -2254207.971171
  nChanged 22
		SP:Iteration 29Q (49104.240000 sec): 3 clusters
  Score: Raw -2257418.343063 + Penalty 3196.425433 = -2254221.917630
  nChanged 18
		SP:Iteration 30Q (49104.500000 sec): 3 clusters
  Score: Raw -2257435.074771 + Penalty 3196.425433 = -2254238.649338
  nChanged 15
		SP:Iteration 31Q (49104.720000 sec): 3 clusters
  Score: Raw -2257447.038242 + Penalty 3196.425433 = -2254250.612809
  nChanged 19
		SP:Iteration 32Q (49105.020000 sec): 3 clusters
  Score: Raw -2257454.017483 + Penalty 3196.425433 = -2254257.592050
  nChanged 9
		SP:Iteration 33Q (49105.250000 sec): 3 clusters
  Score: Raw -2257457.233028 + Penalty 3196.425433 = -2254260.807596
  nChanged 13
		SP:Iteration 34Q (49105.470000 sec): 3 clusters
  Score: Raw -2257463.262420 + Penalty 3196.425433 = -2254266.836988
  nChanged 6
		SP:Iteration 35Q (49105.730000 sec): 3 clusters
  Score: Raw -2257466.103311 + Penalty 3196.425433 = -2254269.677878
  nChanged 8
		SP:Iteration 36Q (49106.020000 sec): 3 clusters
  Score: Raw -2257470.424178 + Penalty 3196.425433 = -2254273.998745
  nChanged 11
		SP:Iteration 37Q (49106.240000 sec): 3 clusters
  Score: Raw -2257475.695888 + Penalty 3196.425433 = -2254279.270455
  nChanged 11
		SP:Iteration 38Q (49106.510000 sec): 3 clusters
  Score: Raw -2257482.863793 + Penalty 3196.425433 = -2254286.438361
  nChanged 15
		SP:Iteration 39Q (49106.730000 sec): 3 clusters
  Score: Raw -2257489.814825 + Penalty 3196.425433 = -2254293.389392
  nChanged 14
		SP:Iteration 40F (49106.990000 sec): 3 clusters
  Score: Raw -2257497.859471 + Penalty 3196.425433 = -2254301.434038
  nChanged 13
		SP:Iteration 41Q (49107.190000 sec): 3 clusters
  Score: Raw -2257507.928867 + Penalty 3196.425433 = -2254311.503434
  nChanged 15
		SP:Iteration 42Q (49107.430000 sec): 3 clusters
  Score: Raw -2257516.307313 + Penalty 3196.425433 = -2254319.881880
  nChanged 8
		SP:Iteration 43Q (49107.670000 sec): 3 clusters
  Score: Raw -2257522.564780 + Penalty 3196.425433 = -2254326.139347
  nChanged 14
		SP:Iteration 44Q (49107.910000 sec): 3 clusters
  Score: Raw -2257532.191700 + Penalty 3196.425433 = -2254335.766267
  nChanged 16
		SP:Iteration 45Q (49108.150000 sec): 3 clusters
  Score: Raw -2257540.621450 + Penalty 3196.425433 = -2254344.196017
  nChanged 12
		SP:Iteration 46Q (49108.370000 sec): 3 clusters
  Score: Raw -2257545.469516 + Penalty 3196.425433 = -2254349.044083
  nChanged 7
		SP:Iteration 47Q (49108.630000 sec): 3 clusters
  Score: Raw -2257547.901790 + Penalty 3196.425433 = -2254351.476357
  nChanged 3
		SP:Iteration 48Q (49108.880000 sec): 3 clusters
  Score: Raw -2257549.929937 + Penalty 3196.425433 = -2254353.504505
  nChanged 6
		SP:Iteration 49Q (49109.130000 sec): 3 clusters
  Score: Raw -2257555.064018 + Penalty 3196.425433 = -2254358.638586
  nChanged 8
		SP:Iteration 50Q (49109.380000 sec): 3 clusters
  Score: Raw -2257558.698781 + Penalty 3196.425433 = -2254362.273348
  nChanged 4
		SP:Iteration 51Q (49109.630000 sec): 3 clusters
  Score: Raw -2257559.877285 + Penalty 3196.425433 = -2254363.451853
  nChanged 5
		SP:Iteration 52Q (49109.890000 sec): 3 clusters
  Score: Raw -2257561.547962 + Penalty 3196.425433 = -2254365.122529
  nChanged 3
		SP:Iteration 53Q (49110.140000 sec): 3 clusters
  Score: Raw -2257562.693023 + Penalty 3196.425433 = -2254366.267590
  nChanged 1
		SP:Iteration 54Q (49110.390000 sec): 3 clusters
  Score: Raw -2257563.225923 + Penalty 3196.425433 = -2254366.800490
  nChanged 0
		SP:Iteration 55F (49110.670000 sec): 3 clusters
  Score: Raw -2257563.225923 + Penalty 3196.425433 = -2254366.800490
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 35 (1165 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (49110.770000 sec): 2 clusters
  Score: Raw -138230.862594 + Penalty 1147.327409 = -137083.535184
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (49110.970000 sec): 3 clusters
  Score: Raw -137802.069538 + Penalty 2294.654819 = -135507.414719
  nChanged 384
		SP:Iteration 1F (49111.130000 sec): 3 clusters
  Score: Raw -138123.643211 + Penalty 2294.654819 = -135828.988392
  nChanged 90
		SP:Iteration 2F (49111.290000 sec): 3 clusters
  Score: Raw -138228.570026 + Penalty 2294.654819 = -135933.915207
  nChanged 52
		SP:Iteration 3Q (49111.460000 sec): 3 clusters
  Score: Raw -138278.819679 + Penalty 2294.654819 = -135984.164860
  nChanged 35
		SP:Iteration 4Q (49111.620000 sec): 3 clusters
  Score: Raw -138321.021682 + Penalty 2294.654819 = -136026.366863
  nChanged 29
		SP:Iteration 5Q (49111.780000 sec): 3 clusters
  Score: Raw -138348.905373 + Penalty 2294.654819 = -136054.250554
  nChanged 29
		SP:Iteration 6Q (49111.950000 sec): 3 clusters
  Score: Raw -138374.016519 + Penalty 2294.654819 = -136079.361700
  nChanged 23
		SP:Iteration 7Q (49112.100000 sec): 3 clusters
  Score: Raw -138394.212285 + Penalty 2294.654819 = -136099.557466
  nChanged 15
		SP:Iteration 8Q (49112.290000 sec): 3 clusters
  Score: Raw -138417.727441 + Penalty 2294.654819 = -136123.072622
  nChanged 19
		SP:Iteration 9Q (49112.430000 sec): 3 clusters
  Score: Raw -138434.229610 + Penalty 2294.654819 = -136139.574791
  nChanged 15
		SP:Iteration 10Q (49112.590000 sec): 3 clusters
  Score: Raw -138446.258744 + Penalty 2294.654819 = -136151.603925
  nChanged 11
		SP:Iteration 11Q (49112.750000 sec): 3 clusters
  Score: Raw -138456.307712 + Penalty 2294.654819 = -136161.652893
  nChanged 10
		SP:Iteration 12Q (49112.920000 sec): 3 clusters
  Score: Raw -138464.862566 + Penalty 2294.654819 = -136170.207747
  nChanged 12
		SP:Iteration 13Q (49113.070000 sec): 3 clusters
  Score: Raw -138478.599054 + Penalty 2294.654819 = -136183.944235
  nChanged 10
		SP:Iteration 14Q (49113.230000 sec): 3 clusters
  Score: Raw -138493.261695 + Penalty 2294.654819 = -136198.606876
  nChanged 17
		SP:Iteration 15Q (49113.390000 sec): 3 clusters
  Score: Raw -138510.685697 + Penalty 2294.654819 = -136216.030878
  nChanged 14
		SP:Iteration 16Q (49113.550000 sec): 3 clusters
  Score: Raw -138524.704145 + Penalty 2294.654819 = -136230.049326
  nChanged 11
		SP:Iteration 17Q (49113.710000 sec): 3 clusters
  Score: Raw -138541.086237 + Penalty 2294.654819 = -136246.431418
  nChanged 15
		SP:Iteration 18Q (49113.870000 sec): 3 clusters
  Score: Raw -138556.473819 + Penalty 2294.654819 = -136261.819000
  nChanged 12
		SP:Iteration 19Q (49114.030000 sec): 3 clusters
  Score: Raw -138567.146217 + Penalty 2294.654819 = -136272.491398
  nChanged 7
		SP:Iteration 20F (49114.200000 sec): 3 clusters
  Score: Raw -138572.715357 + Penalty 2294.654819 = -136278.060538
  nChanged 7
		SP:Iteration 21Q (49114.360000 sec): 3 clusters
  Score: Raw -138577.760186 + Penalty 2294.654819 = -136283.105367
  nChanged 2
		SP:Iteration 22Q (49114.520000 sec): 3 clusters
  Score: Raw -138579.015050 + Penalty 2294.654819 = -136284.360231
  nChanged 3
		SP:Iteration 23Q (49114.680000 sec): 3 clusters
  Score: Raw -138580.677920 + Penalty 2294.654819 = -136286.023101
  nChanged 1
		SP:Iteration 24Q (49114.870000 sec): 3 clusters
  Score: Raw -138581.541554 + Penalty 2294.654819 = -136286.886735
  nChanged 1
		SP:Iteration 25Q (49115.040000 sec): 3 clusters
  Score: Raw -138581.958386 + Penalty 2294.654819 = -136287.303567
  nChanged 0
		SP:Iteration 26F (49115.230000 sec): 3 clusters
  Score: Raw -138581.958386 + Penalty 2294.654819 = -136287.303567
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 36 (692 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (49115.330000 sec): 2 clusters
  Score: Raw -81616.610141 + Penalty 1062.682718 = -80553.927423
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (49115.540000 sec): 3 clusters
  Score: Raw -81443.108825 + Penalty 2125.365436 = -79317.743389
  nChanged 189
		SP:Iteration 1F (49115.680000 sec): 3 clusters
  Score: Raw -81653.166956 + Penalty 2125.365436 = -79527.801521
  nChanged 47
		SP:Iteration 2F (49115.800000 sec): 3 clusters
  Score: Raw -81713.125599 + Penalty 2125.365436 = -79587.760163
  nChanged 18
		SP:Iteration 3Q (49115.980000 sec): 3 clusters
  Score: Raw -81736.599045 + Penalty 2125.365436 = -79611.233609
  nChanged 11
		SP:Iteration 4Q (49116.110000 sec): 3 clusters
  Score: Raw -81750.081664 + Penalty 2125.365436 = -79624.716228
  nChanged 4
		SP:Iteration 5Q (49116.290000 sec): 3 clusters
  Score: Raw -81755.285413 + Penalty 2125.365436 = -79629.919978
  nChanged 5
		SP:Iteration 6Q (49116.430000 sec): 3 clusters
  Score: Raw -81762.342052 + Penalty 2125.365436 = -79636.976616
  nChanged 3
		SP:Iteration 7Q (49116.520000 sec): 3 clusters
  Score: Raw -81766.131348 + Penalty 2125.365436 = -79640.765912
  nChanged 2
		SP:Iteration 8Q (49116.670000 sec): 3 clusters
  Score: Raw -81767.824914 + Penalty 2125.365436 = -79642.459479
  nChanged 2
		SP:Iteration 9Q (49116.760000 sec): 3 clusters
  Score: Raw -81771.010841 + Penalty 2125.365436 = -79645.645405
  nChanged 1
		SP:Iteration 10Q (49116.890000 sec): 3 clusters
  Score: Raw -81772.650668 + Penalty 2125.365436 = -79647.285232
  nChanged 0
		SP:Iteration 11F (49117.030000 sec): 3 clusters
  Score: Raw -81772.650668 + Penalty 2125.365436 = -79647.285232
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 37 (1841 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (49117.180000 sec): 2 clusters
  Score: Raw -236338.479131 + Penalty 1221.685429 = -235116.793702
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (49117.340000 sec): 3 clusters
  Score: Raw -235598.223733 + Penalty 2443.370859 = -233154.852874
  nChanged 646
		SP:Iteration 1F (49117.470000 sec): 3 clusters
  Score: Raw -236013.984810 + Penalty 2443.370859 = -233570.613951
  nChanged 146
		SP:Iteration 2F (49117.600000 sec): 3 clusters
  Score: Raw -236150.593943 + Penalty 2443.370859 = -233707.223084
  nChanged 122
		SP:Iteration 3F (49117.810000 sec): 3 clusters
  Score: Raw -236252.009807 + Penalty 2443.370859 = -233808.638948
  nChanged 86
		SP:Iteration 4Q (49117.930000 sec): 3 clusters
  Score: Raw -236325.574051 + Penalty 2443.370859 = -233882.203192
  nChanged 80
		SP:Iteration 5Q (49118.050000 sec): 3 clusters
  Score: Raw -236396.240142 + Penalty 2443.370859 = -233952.869283
  nChanged 68
		SP:Iteration 6Q (49118.190000 sec): 3 clusters
  Score: Raw -236454.612868 + Penalty 2443.370859 = -234011.242009
  nChanged 73
		SP:Iteration 7Q (49118.340000 sec): 3 clusters
  Score: Raw -236518.075662 + Penalty 2443.370859 = -234074.704804
  nChanged 44
		SP:Iteration 8Q (49118.520000 sec): 3 clusters
  Score: Raw -236553.376227 + Penalty 2443.370859 = -234110.005368
  nChanged 32
		SP:Iteration 9Q (49118.720000 sec): 3 clusters
  Score: Raw -236575.889901 + Penalty 2443.370859 = -234132.519042
  nChanged 33
		SP:Iteration 10Q (49118.840000 sec): 3 clusters
  Score: Raw -236597.463952 + Penalty 2443.370859 = -234154.093094
  nChanged 18
		SP:Iteration 11Q (49119.020000 sec): 3 clusters
  Score: Raw -236608.970911 + Penalty 2443.370859 = -234165.600052
  nChanged 15
		SP:Iteration 12Q (49119.220000 sec): 3 clusters
  Score: Raw -236617.817957 + Penalty 2443.370859 = -234174.447098
  nChanged 16
		SP:Iteration 13Q (49119.370000 sec): 3 clusters
  Score: Raw -236628.555546 + Penalty 2443.370859 = -234185.184687
  nChanged 13
		SP:Iteration 14Q (49119.510000 sec): 3 clusters
  Score: Raw -236637.815120 + Penalty 2443.370859 = -234194.444261
  nChanged 15
		SP:Iteration 15Q (49119.640000 sec): 3 clusters
  Score: Raw -236650.832157 + Penalty 2443.370859 = -234207.461298
  nChanged 12
		SP:Iteration 16Q (49119.780000 sec): 3 clusters
  Score: Raw -236665.870159 + Penalty 2443.370859 = -234222.499300
  nChanged 22
		SP:Iteration 17Q (49119.980000 sec): 3 clusters
  Score: Raw -236693.046692 + Penalty 2443.370859 = -234249.675833
  nChanged 17
		SP:Iteration 18Q (49120.160000 sec): 3 clusters
  Score: Raw -236711.249142 + Penalty 2443.370859 = -234267.878283
  nChanged 14
		SP:Iteration 19Q (49120.280000 sec): 3 clusters
  Score: Raw -236723.662165 + Penalty 2443.370859 = -234280.291306
  nChanged 11
		SP:Iteration 20F (49120.450000 sec): 3 clusters
  Score: Raw -236734.505428 + Penalty 2443.370859 = -234291.134569
  nChanged 12
		SP:Iteration 21Q (49120.660000 sec): 3 clusters
  Score: Raw -236743.776097 + Penalty 2443.370859 = -234300.405238
  nChanged 10
		SP:Iteration 22Q (49120.840000 sec): 3 clusters
  Score: Raw -236752.025678 + Penalty 2443.370859 = -234308.654819
  nChanged 9
		SP:Iteration 23Q (49121.010000 sec): 3 clusters
  Score: Raw -236758.534462 + Penalty 2443.370859 = -234315.163603
  nChanged 3
		SP:Iteration 24Q (49121.180000 sec): 3 clusters
  Score: Raw -236760.521675 + Penalty 2443.370859 = -234317.150816
  nChanged 4
		SP:Iteration 25Q (49121.370000 sec): 3 clusters
  Score: Raw -236763.545891 + Penalty 2443.370859 = -234320.175032
  nChanged 1
		SP:Iteration 26Q (49121.520000 sec): 3 clusters
  Score: Raw -236763.952234 + Penalty 2443.370859 = -234320.581375
  nChanged 0
		SP:Iteration 27F (49121.660000 sec): 3 clusters
  Score: Raw -236763.952234 + Penalty 2443.370859 = -234320.581375
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 38 (240 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (49121.770000 sec): 2 clusters
  Score: Raw -22724.810688 + Penalty 890.603825 = -21834.206863
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (49121.920000 sec): 3 clusters
  Score: Raw -22844.622276 + Penalty 1781.207650 = -21063.414625
  nChanged 54
		SP:Iteration 1F (49122.080000 sec): 3 clusters
  Score: Raw -23005.384853 + Penalty 1781.207650 = -21224.177203
  nChanged 16
		SP:Iteration 2F (49122.190000 sec): 3 clusters
  Score: Raw -23045.050702 + Penalty 1781.207650 = -21263.843052
  nChanged 6
		SP:Iteration 3Q (49122.380000 sec): 3 clusters
  Score: Raw -23054.224432 + Penalty 1781.207650 = -21273.016782
  nChanged 5
		SP:Iteration 4Q (49122.510000 sec): 3 clusters
  Score: Raw -23059.932864 + Penalty 1781.207650 = -21278.725214
  nChanged 5
		SP:Iteration 5Q (49122.690000 sec): 3 clusters
  Score: Raw -23073.255883 + Penalty 1781.207650 = -21292.048233
  nChanged 4
		SP:Iteration 6Q (49122.810000 sec): 3 clusters
  Score: Raw -23093.911385 + Penalty 1781.207650 = -21312.703735
  nChanged 4
		SP:Iteration 7Q (49123.000000 sec): 3 clusters
  Score: Raw -23159.942410 + Penalty 1781.207650 = -21378.734760
  nChanged 4
		SP:Iteration 8Q (49123.100000 sec): 3 clusters
  Score: Raw -23187.627946 + Penalty 1781.207650 = -21406.420296
  nChanged 5
		SP:Iteration 9Q (49123.260000 sec): 3 clusters
  Score: Raw -23219.141937 + Penalty 1781.207650 = -21437.934287
  nChanged 7
		SP:Iteration 10Q (49123.430000 sec): 3 clusters
  Score: Raw -23262.807397 + Penalty 1781.207650 = -21481.599747
  nChanged 3
		SP:Iteration 11Q (49123.550000 sec): 3 clusters
  Score: Raw -23273.451417 + Penalty 1781.207650 = -21492.243767
  nChanged 1
		SP:Iteration 12Q (49123.680000 sec): 3 clusters
  Score: Raw -23276.706355 + Penalty 1781.207650 = -21495.498705
  nChanged 1
		SP:Iteration 13Q (49123.810000 sec): 3 clusters
  Score: Raw -23279.777576 + Penalty 1781.207650 = -21498.569926
  nChanged 0
		SP:Iteration 14F (49123.980000 sec): 3 clusters
  Score: Raw -23284.384287 + Penalty 1781.207650 = -21503.176637
  nChanged 1
		SP:Iteration 15Q (49124.110000 sec): 3 clusters
  Score: Raw -23305.569193 + Penalty 1781.207650 = -21524.361543
  nChanged 2
		SP:Iteration 16Q (49124.240000 sec): 3 clusters
  Score: Raw -23320.492748 + Penalty 1781.207650 = -21539.285098
  nChanged 2
		SP:Iteration 17Q (49124.370000 sec): 3 clusters
  Score: Raw -23340.298425 + Penalty 1781.207650 = -21559.090775
  nChanged 2
		SP:Iteration 18Q (49124.530000 sec): 3 clusters
  Score: Raw -23356.724541 + Penalty 1781.207650 = -21575.516891
  nChanged 3
		SP:Iteration 19Q (49124.680000 sec): 3 clusters
  Score: Raw -23400.880565 + Penalty 1781.207650 = -21619.672914
  nChanged 2
		SP:Iteration 20F (49124.800000 sec): 3 clusters
  Score: Raw -23421.711565 + Penalty 1781.207650 = -21640.503915
  nChanged 1
		SP:Iteration 21Q (49124.950000 sec): 3 clusters
  Score: Raw -23424.174472 + Penalty 1781.207650 = -21642.966821
  nChanged 0
		SP:Iteration 22F (49125.110000 sec): 3 clusters
  Score: Raw -23424.174472 + Penalty 1781.207650 = -21642.966821
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 39 (8894 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (49125.240000 sec): 2 clusters
  Score: Raw -1021133.400645 + Penalty 1477.633978 = -1019655.766667
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (49125.400000 sec): 3 clusters
  Score: Raw -1016115.647828 + Penalty 2955.267956 = -1013160.379872
  nChanged 3795
		SP:Iteration 1F (49125.560000 sec): 3 clusters
  Score: Raw -1018294.518417 + Penalty 2955.267956 = -1015339.250461
  nChanged 702
		SP:Iteration 2F (49125.790000 sec): 3 clusters
  Score: Raw -1018744.041037 + Penalty 2955.267956 = -1015788.773081
  nChanged 662
		SP:Iteration 3F (49125.980000 sec): 3 clusters
  Score: Raw -1019249.577762 + Penalty 2955.267956 = -1016294.309806
  nChanged 642
		SP:Iteration 4F (49126.170000 sec): 3 clusters
  Score: Raw -1019779.169781 + Penalty 2955.267956 = -1016823.901825
  nChanged 585
		SP:Iteration 5F (49126.390000 sec): 3 clusters
  Score: Raw -1020256.213950 + Penalty 2955.267956 = -1017300.945995
  nChanged 511
		SP:Iteration 6F (49126.570000 sec): 3 clusters
  Score: Raw -1020683.536491 + Penalty 2955.267956 = -1017728.268535
  nChanged 434
		SP:Iteration 7Q (49126.740000 sec): 3 clusters
  Score: Raw -1021043.889740 + Penalty 2955.267956 = -1018088.621784
  nChanged 333
		SP:Iteration 8Q (49126.950000 sec): 3 clusters
  Score: Raw -1021279.483572 + Penalty 2955.267956 = -1018324.215616
  nChanged 253
		SP:Iteration 9Q (49127.140000 sec): 3 clusters
  Score: Raw -1021433.908991 + Penalty 2955.267956 = -1018478.641035
  nChanged 200
		SP:Iteration 10Q (49127.360000 sec): 3 clusters
  Score: Raw -1021542.355370 + Penalty 2955.267956 = -1018587.087414
  nChanged 164
		SP:Iteration 11Q (49127.570000 sec): 3 clusters
  Score: Raw -1021636.044866 + Penalty 2955.267956 = -1018680.776911
  nChanged 128
		SP:Iteration 12Q (49127.810000 sec): 3 clusters
  Score: Raw -1021689.848033 + Penalty 2955.267956 = -1018734.580077
  nChanged 117
		SP:Iteration 13Q (49128.020000 sec): 3 clusters
  Score: Raw -1021751.787104 + Penalty 2955.267956 = -1018796.519148
  nChanged 111
		SP:Iteration 14Q (49128.240000 sec): 3 clusters
  Score: Raw -1021813.488585 + Penalty 2955.267956 = -1018858.220629
  nChanged 115
		SP:Iteration 15Q (49128.500000 sec): 3 clusters
  Score: Raw -1021882.200818 + Penalty 2955.267956 = -1018926.932863
  nChanged 108
		SP:Iteration 16Q (49128.780000 sec): 3 clusters
  Score: Raw -1021946.005622 + Penalty 2955.267956 = -1018990.737667
  nChanged 109
		SP:Iteration 17Q (49129.000000 sec): 3 clusters
  Score: Raw -1022012.772957 + Penalty 2955.267956 = -1019057.505002
  nChanged 99
		SP:Iteration 18Q (49129.300000 sec): 3 clusters
  Score: Raw -1022077.430715 + Penalty 2955.267956 = -1019122.162760
  nChanged 98
		SP:Iteration 19Q (49129.520000 sec): 3 clusters
  Score: Raw -1022137.738655 + Penalty 2955.267956 = -1019182.470699
  nChanged 80
		SP:Iteration 20F (49129.720000 sec): 3 clusters
  Score: Raw -1022193.537928 + Penalty 2955.267956 = -1019238.269973
  nChanged 82
		SP:Iteration 21Q (49129.920000 sec): 3 clusters
  Score: Raw -1022247.012394 + Penalty 2955.267956 = -1019291.744439
  nChanged 65
		SP:Iteration 22Q (49130.130000 sec): 3 clusters
  Score: Raw -1022275.015707 + Penalty 2955.267956 = -1019319.747751
  nChanged 39
		SP:Iteration 23Q (49130.300000 sec): 3 clusters
  Score: Raw -1022287.519287 + Penalty 2955.267956 = -1019332.251332
  nChanged 23
		SP:Iteration 24Q (49130.560000 sec): 3 clusters
  Score: Raw -1022292.306826 + Penalty 2955.267956 = -1019337.038870
  nChanged 21
		SP:Iteration 25Q (49130.830000 sec): 3 clusters
  Score: Raw -1022297.253163 + Penalty 2955.267956 = -1019341.985207
  nChanged 21
		SP:Iteration 26Q (49130.960000 sec): 3 clusters
  Score: Raw -1022301.072692 + Penalty 2955.267956 = -1019345.804736
  nChanged 18
		SP:Iteration 27Q (49131.200000 sec): 3 clusters
  Score: Raw -1022304.069676 + Penalty 2955.267956 = -1019348.801720
  nChanged 12
		SP:Iteration 28Q (49131.460000 sec): 3 clusters
  Score: Raw -1022306.565478 + Penalty 2955.267956 = -1019351.297522
  nChanged 15
		SP:Iteration 29Q (49131.670000 sec): 3 clusters
  Score: Raw -1022310.324372 + Penalty 2955.267956 = -1019355.056416
  nChanged 14
		SP:Iteration 30Q (49131.860000 sec): 3 clusters
  Score: Raw -1022312.585415 + Penalty 2955.267956 = -1019357.317460
  nChanged 7
		SP:Iteration 31Q (49132.050000 sec): 3 clusters
  Score: Raw -1022313.602685 + Penalty 2955.267956 = -1019358.334730
  nChanged 8
		SP:Iteration 32Q (49132.310000 sec): 3 clusters
  Score: Raw -1022315.664423 + Penalty 2955.267956 = -1019360.396468
  nChanged 8
		SP:Iteration 33Q (49132.540000 sec): 3 clusters
  Score: Raw -1022317.188759 + Penalty 2955.267956 = -1019361.920804
  nChanged 4
		SP:Iteration 34Q (49132.720000 sec): 3 clusters
  Score: Raw -1022317.994312 + Penalty 2955.267956 = -1019362.726357
  nChanged 4
		SP:Iteration 35Q (49132.880000 sec): 3 clusters
  Score: Raw -1022318.786932 + Penalty 2955.267956 = -1019363.518977
  nChanged 6
		SP:Iteration 36Q (49133.180000 sec): 3 clusters
  Score: Raw -1022319.617501 + Penalty 2955.267956 = -1019364.349546
  nChanged 3
		SP:Iteration 37Q (49133.370000 sec): 3 clusters
  Score: Raw -1022320.316123 + Penalty 2955.267956 = -1019365.048168
  nChanged 2
		SP:Iteration 38Q (49133.620000 sec): 3 clusters
  Score: Raw -1022320.535682 + Penalty 2955.267956 = -1019365.267726
  nChanged 1
		SP:Iteration 39Q (49133.850000 sec): 3 clusters
  Score: Raw -1022320.687184 + Penalty 2955.267956 = -1019365.419229
  nChanged 0
		SP:Iteration 40F (49134.100000 sec): 3 clusters
  Score: Raw -1022320.687184 + Penalty 2955.267956 = -1019365.419229
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 40 (184 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (49134.170000 sec): 2 clusters
  Score: Raw -15539.355373 + Penalty 847.427061 = -14691.928312
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (49134.280000 sec): 3 clusters
  Score: Raw -15663.437104 + Penalty 1694.854121 = -13968.582983
  nChanged 24
		SP:Iteration 1F (49134.420000 sec): 3 clusters
  Score: Raw -15763.246210 + Penalty 1694.854121 = -14068.392089
  nChanged 7
		SP:Iteration 2Q (49134.600000 sec): 3 clusters
  Score: Raw -15800.177116 + Penalty 1694.854121 = -14105.322995
  nChanged 2
		SP:Iteration 3Q (49134.790000 sec): 3 clusters
  Score: Raw -15803.506109 + Penalty 1694.854121 = -14108.651988
  nChanged 1
		SP:Iteration 4Q (49135.010000 sec): 3 clusters
  Score: Raw -15808.769168 + Penalty 1694.854121 = -14113.915047
  nChanged 0
		SP:Iteration 5F (49135.140000 sec): 3 clusters
  Score: Raw -15808.769168 + Penalty 1694.854121 = -14113.915047
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 41 (1025 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (49135.260000 sec): 2 clusters
  Score: Raw -127382.832955 + Penalty 1126.522782 = -126256.310172
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (49135.470000 sec): 3 clusters
  Score: Raw -127037.779763 + Penalty 2253.045565 = -124784.734198
  nChanged 298
		SP:Iteration 1F (49135.600000 sec): 3 clusters
  Score: Raw -127292.920153 + Penalty 2253.045565 = -125039.874588
  nChanged 68
		SP:Iteration 2F (49135.770000 sec): 3 clusters
  Score: Raw -127354.116468 + Penalty 2253.045565 = -125101.070903
  nChanged 39
		SP:Iteration 3Q (49135.870000 sec): 3 clusters
  Score: Raw -127398.671947 + Penalty 2253.045565 = -125145.626382
  nChanged 31
		SP:Iteration 4Q (49136.010000 sec): 3 clusters
  Score: Raw -127431.176193 + Penalty 2253.045565 = -125178.130628
  nChanged 22
		SP:Iteration 5Q (49136.200000 sec): 3 clusters
  Score: Raw -127454.299019 + Penalty 2253.045565 = -125201.253454
  nChanged 13
		SP:Iteration 6Q (49136.340000 sec): 3 clusters
  Score: Raw -127462.716334 + Penalty 2253.045565 = -125209.670769
  nChanged 8
		SP:Iteration 7Q (49136.480000 sec): 3 clusters
  Score: Raw -127468.458236 + Penalty 2253.045565 = -125215.412671
  nChanged 4
		SP:Iteration 8Q (49136.620000 sec): 3 clusters
  Score: Raw -127472.012534 + Penalty 2253.045565 = -125218.966969
  nChanged 3
		SP:Iteration 9Q (49136.760000 sec): 3 clusters
  Score: Raw -127473.067211 + Penalty 2253.045565 = -125220.021646
  nChanged 1
		SP:Iteration 10Q (49136.900000 sec): 3 clusters
  Score: Raw -127473.484569 + Penalty 2253.045565 = -125220.439004
  nChanged 1
		SP:Iteration 11Q (49137.040000 sec): 3 clusters
  Score: Raw -127473.866096 + Penalty 2253.045565 = -125220.820531
  nChanged 5
		SP:Iteration 12Q (49137.180000 sec): 3 clusters
  Score: Raw -127475.908880 + Penalty 2253.045565 = -125222.863316
  nChanged 4
		SP:Iteration 13Q (49137.320000 sec): 3 clusters
  Score: Raw -127477.201619 + Penalty 2253.045565 = -125224.156054
  nChanged 1
		SP:Iteration 14Q (49137.460000 sec): 3 clusters
  Score: Raw -127477.362596 + Penalty 2253.045565 = -125224.317031
  nChanged 0
		SP:Iteration 15F (49137.600000 sec): 3 clusters
  Score: Raw -127477.362596 + Penalty 2253.045565 = -125224.317031
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 42 (423 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (49137.710000 sec): 2 clusters
  Score: Raw -45914.886167 + Penalty 982.697979 = -44932.188188
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (49137.850000 sec): 3 clusters
  Score: Raw -46014.019937 + Penalty 1965.395958 = -44048.623979
  nChanged 101
		SP:Iteration 1F (49138.040000 sec): 3 clusters
  Score: Raw -46269.797491 + Penalty 1965.395958 = -44304.401532
  nChanged 41
		SP:Iteration 2F (49138.190000 sec): 3 clusters
  Score: Raw -46414.452405 + Penalty 1965.395958 = -44449.056446
  nChanged 22
		SP:Iteration 3F (49138.340000 sec): 3 clusters
  Score: Raw -46476.976670 + Penalty 1965.395958 = -44511.580711
  nChanged 6
		SP:Iteration 4Q (49138.500000 sec): 3 clusters
  Score: Raw -46502.139567 + Penalty 1965.395958 = -44536.743609
  nChanged 7
		SP:Iteration 5Q (49138.630000 sec): 3 clusters
  Score: Raw -46529.729927 + Penalty 1965.395958 = -44564.333969
  nChanged 2
		SP:Iteration 6Q (49138.780000 sec): 3 clusters
  Score: Raw -46540.451761 + Penalty 1965.395958 = -44575.055803
  nChanged 3
		SP:Iteration 7Q (49138.960000 sec): 3 clusters
  Score: Raw -46555.212035 + Penalty 1965.395958 = -44589.816077
  nChanged 2
		SP:Iteration 8Q (49139.100000 sec): 3 clusters
  Score: Raw -46559.732711 + Penalty 1965.395958 = -44594.336753
  nChanged 0
		SP:Iteration 9F (49139.240000 sec): 3 clusters
  Score: Raw -46559.732711 + Penalty 1965.395958 = -44594.336753
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 43 (3028 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (49139.330000 sec): 2 clusters
  Score: Raw -337849.775932 + Penalty 1302.544362 = -336547.231570
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (49139.520000 sec): 3 clusters
  Score: Raw -336456.836129 + Penalty 2605.088725 = -333851.747405
  nChanged 1152
		SP:Iteration 1F (49139.660000 sec): 3 clusters
  Score: Raw -337204.103208 + Penalty 2605.088725 = -334599.014484
  nChanged 281
		SP:Iteration 2F (49139.840000 sec): 3 clusters
  Score: Raw -337420.648306 + Penalty 2605.088725 = -334815.559582
  nChanged 182
		SP:Iteration 3F (49140.020000 sec): 3 clusters
  Score: Raw -337548.228882 + Penalty 2605.088725 = -334943.140158
  nChanged 135
		SP:Iteration 4Q (49140.240000 sec): 3 clusters
  Score: Raw -337648.072858 + Penalty 2605.088725 = -335042.984134
  nChanged 121
		SP:Iteration 5Q (49140.370000 sec): 3 clusters
  Score: Raw -337728.815757 + Penalty 2605.088725 = -335123.727033
  nChanged 100
		SP:Iteration 6Q (49140.550000 sec): 3 clusters
  Score: Raw -337793.451525 + Penalty 2605.088725 = -335188.362801
  nChanged 89
		SP:Iteration 7Q (49140.740000 sec): 3 clusters
  Score: Raw -337845.244084 + Penalty 2605.088725 = -335240.155359
  nChanged 84
		SP:Iteration 8Q (49140.900000 sec): 3 clusters
  Score: Raw -337900.695407 + Penalty 2605.088725 = -335295.606683
  nChanged 83
		SP:Iteration 9Q (49141.050000 sec): 3 clusters
  Score: Raw -337946.236540 + Penalty 2605.088725 = -335341.147815
  nChanged 55
		SP:Iteration 10Q (49141.180000 sec): 3 clusters
  Score: Raw -337973.951522 + Penalty 2605.088725 = -335368.862797
  nChanged 49
		SP:Iteration 11Q (49141.330000 sec): 3 clusters
  Score: Raw -337998.181347 + Penalty 2605.088725 = -335393.092622
  nChanged 36
		SP:Iteration 12Q (49141.480000 sec): 3 clusters
  Score: Raw -338018.091898 + Penalty 2605.088725 = -335413.003173
  nChanged 42
		SP:Iteration 13Q (49141.620000 sec): 3 clusters
  Score: Raw -338034.710062 + Penalty 2605.088725 = -335429.621337
  nChanged 34
		SP:Iteration 14Q (49141.770000 sec): 3 clusters
  Score: Raw -338048.003417 + Penalty 2605.088725 = -335442.914692
  nChanged 25
		SP:Iteration 15Q (49141.900000 sec): 3 clusters
  Score: Raw -338055.148946 + Penalty 2605.088725 = -335450.060221
  nChanged 15
		SP:Iteration 16Q (49142.000000 sec): 3 clusters
  Score: Raw -338060.370211 + Penalty 2605.088725 = -335455.281486
  nChanged 17
		SP:Iteration 17Q (49142.140000 sec): 3 clusters
  Score: Raw -338067.216353 + Penalty 2605.088725 = -335462.127628
  nChanged 7
		SP:Iteration 18Q (49142.320000 sec): 3 clusters
  Score: Raw -338071.159402 + Penalty 2605.088725 = -335466.070677
  nChanged 15
		SP:Iteration 19Q (49142.450000 sec): 3 clusters
  Score: Raw -338075.916420 + Penalty 2605.088725 = -335470.827695
  nChanged 13
		SP:Iteration 20F (49142.590000 sec): 3 clusters
  Score: Raw -338080.837655 + Penalty 2605.088725 = -335475.748930
  nChanged 14
		SP:Iteration 21Q (49142.730000 sec): 3 clusters
  Score: Raw -338085.708111 + Penalty 2605.088725 = -335480.619386
  nChanged 16
		SP:Iteration 22Q (49142.860000 sec): 3 clusters
  Score: Raw -338093.183663 + Penalty 2605.088725 = -335488.094938
  nChanged 14
		SP:Iteration 23Q (49143.000000 sec): 3 clusters
  Score: Raw -338099.533431 + Penalty 2605.088725 = -335494.444707
  nChanged 15
		SP:Iteration 24Q (49143.130000 sec): 3 clusters
  Score: Raw -338107.186636 + Penalty 2605.088725 = -335502.097912
  nChanged 16
		SP:Iteration 25Q (49143.290000 sec): 3 clusters
  Score: Raw -338115.738826 + Penalty 2605.088725 = -335510.650101
  nChanged 15
		SP:Iteration 26Q (49143.470000 sec): 3 clusters
  Score: Raw -338121.437394 + Penalty 2605.088725 = -335516.348669
  nChanged 12
		SP:Iteration 27Q (49143.660000 sec): 3 clusters
  Score: Raw -338125.116713 + Penalty 2605.088725 = -335520.027989
  nChanged 10
		SP:Iteration 28Q (49143.840000 sec): 3 clusters
  Score: Raw -338128.524572 + Penalty 2605.088725 = -335523.435848
  nChanged 9
		SP:Iteration 29Q (49144.010000 sec): 3 clusters
  Score: Raw -338132.635984 + Penalty 2605.088725 = -335527.547259
  nChanged 17
		SP:Iteration 30Q (49144.160000 sec): 3 clusters
  Score: Raw -338139.670886 + Penalty 2605.088725 = -335534.582162
  nChanged 13
		SP:Iteration 31Q (49144.340000 sec): 3 clusters
  Score: Raw -338146.347722 + Penalty 2605.088725 = -335541.258997
  nChanged 18
		SP:Iteration 32Q (49144.540000 sec): 3 clusters
  Score: Raw -338153.341765 + Penalty 2605.088725 = -335548.253040
  nChanged 14
		SP:Iteration 33Q (49144.700000 sec): 3 clusters
  Score: Raw -338157.588181 + Penalty 2605.088725 = -335552.499456
  nChanged 9
		SP:Iteration 34Q (49144.870000 sec): 3 clusters
  Score: Raw -338159.427515 + Penalty 2605.088725 = -335554.338790
  nChanged 4
		SP:Iteration 35Q (49145.050000 sec): 3 clusters
  Score: Raw -338160.502517 + Penalty 2605.088725 = -335555.413793
  nChanged 5
		SP:Iteration 36Q (49145.230000 sec): 3 clusters
  Score: Raw -338161.999118 + Penalty 2605.088725 = -335556.910393
  nChanged 8
		SP:Iteration 37Q (49145.410000 sec): 3 clusters
  Score: Raw -338164.761082 + Penalty 2605.088725 = -335559.672357
  nChanged 7
		SP:Iteration 38Q (49145.550000 sec): 3 clusters
  Score: Raw -338168.509795 + Penalty 2605.088725 = -335563.421071
  nChanged 13
		SP:Iteration 39Q (49145.700000 sec): 3 clusters
  Score: Raw -338172.316423 + Penalty 2605.088725 = -335567.227699
  nChanged 9
		SP:Iteration 40F (49145.830000 sec): 3 clusters
  Score: Raw -338175.100797 + Penalty 2605.088725 = -335570.012072
  nChanged 15
		SP:Iteration 41Q (49146.030000 sec): 3 clusters
  Score: Raw -338180.018515 + Penalty 2605.088725 = -335574.929790
  nChanged 9
		SP:Iteration 42Q (49146.260000 sec): 3 clusters
  Score: Raw -338182.872950 + Penalty 2605.088725 = -335577.784226
  nChanged 7
		SP:Iteration 43Q (49146.430000 sec): 3 clusters
  Score: Raw -338186.404504 + Penalty 2605.088725 = -335581.315780
  nChanged 1
		SP:Iteration 44Q (49146.610000 sec): 3 clusters
  Score: Raw -338186.584544 + Penalty 2605.088725 = -335581.495819
  nChanged 0
		SP:Iteration 45F (49146.730000 sec): 3 clusters
  Score: Raw -338186.584544 + Penalty 2605.088725 = -335581.495819
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 44 (546 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (49146.860000 sec): 2 clusters
  Score: Raw -60142.558543 + Penalty 1024.175584 = -59118.382959
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (49147.030000 sec): 3 clusters
  Score: Raw -60063.219764 + Penalty 2048.351167 = -58014.868597
  nChanged 134
		SP:Iteration 1F (49147.190000 sec): 3 clusters
  Score: Raw -60240.189482 + Penalty 2048.351167 = -58191.838315
  nChanged 33
		SP:Iteration 2F (49147.350000 sec): 3 clusters
  Score: Raw -60290.831609 + Penalty 2048.351167 = -58242.480442
  nChanged 19
		SP:Iteration 3Q (49147.490000 sec): 3 clusters
  Score: Raw -60327.029886 + Penalty 2048.351167 = -58278.678719
  nChanged 17
		SP:Iteration 4Q (49147.620000 sec): 3 clusters
  Score: Raw -60390.247894 + Penalty 2048.351167 = -58341.896727
  nChanged 16
		SP:Iteration 5Q (49147.750000 sec): 3 clusters
  Score: Raw -60434.084767 + Penalty 2048.351167 = -58385.733600
  nChanged 23
		SP:Iteration 6Q (49147.890000 sec): 3 clusters
  Score: Raw -60498.359178 + Penalty 2048.351167 = -58450.008011
  nChanged 20
		SP:Iteration 7Q (49148.020000 sec): 3 clusters
  Score: Raw -60542.233508 + Penalty 2048.351167 = -58493.882341
  nChanged 17
		SP:Iteration 8Q (49148.140000 sec): 3 clusters
  Score: Raw -60581.680630 + Penalty 2048.351167 = -58533.329463
  nChanged 9
		SP:Iteration 9Q (49148.270000 sec): 3 clusters
  Score: Raw -60594.440573 + Penalty 2048.351167 = -58546.089406
  nChanged 6
		SP:Iteration 10Q (49148.400000 sec): 3 clusters
  Score: Raw -60614.767261 + Penalty 2048.351167 = -58566.416094
  nChanged 6
		SP:Iteration 11Q (49148.490000 sec): 3 clusters
  Score: Raw -60628.336368 + Penalty 2048.351167 = -58579.985201
  nChanged 2
		SP:Iteration 12Q (49148.620000 sec): 3 clusters
  Score: Raw -60630.409710 + Penalty 2048.351167 = -58582.058542
  nChanged 2
		SP:Iteration 13Q (49148.810000 sec): 3 clusters
  Score: Raw -60633.518734 + Penalty 2048.351167 = -58585.167567
  nChanged 1
		SP:Iteration 14Q (49148.930000 sec): 3 clusters
  Score: Raw -60634.495990 + Penalty 2048.351167 = -58586.144823
  nChanged 0
		SP:Iteration 15F (49149.050000 sec): 3 clusters
  Score: Raw -60635.897293 + Penalty 2048.351167 = -58587.546125
  nChanged 1
		SP:Iteration 16Q (49149.210000 sec): 3 clusters
  Score: Raw -60642.584375 + Penalty 2048.351167 = -58594.233207
  nChanged 5
		SP:Iteration 17Q (49149.380000 sec): 3 clusters
  Score: Raw -60669.793429 + Penalty 2048.351167 = -58621.442262
  nChanged 9
		SP:Iteration 18Q (49149.550000 sec): 3 clusters
  Score: Raw -60725.516517 + Penalty 2048.351167 = -58677.165350
  nChanged 6
		SP:Iteration 19Q (49149.740000 sec): 3 clusters
  Score: Raw -60735.957999 + Penalty 2048.351167 = -58687.606832
  nChanged 3
		SP:Iteration 20F (49149.870000 sec): 3 clusters
  Score: Raw -60740.062151 + Penalty 2048.351167 = -58691.710984
  nChanged 2
		SP:Iteration 21Q (49150.050000 sec): 3 clusters
  Score: Raw -60741.483061 + Penalty 2048.351167 = -58693.131894
  nChanged 1
		SP:Iteration 22Q (49150.200000 sec): 3 clusters
  Score: Raw -60744.744789 + Penalty 2048.351167 = -58696.393622
  nChanged 0
		SP:Iteration 23F (49150.330000 sec): 3 clusters
  Score: Raw -60744.744789 + Penalty 2048.351167 = -58696.393622
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 45 (2869 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (49150.460000 sec): 2 clusters
  Score: Raw -354460.725129 + Penalty 1293.779308 = -353166.945822
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (49150.630000 sec): 3 clusters
  Score: Raw -353144.903915 + Penalty 2587.558615 = -350557.345300
  nChanged 1064
		SP:Iteration 1F (49150.830000 sec): 3 clusters
  Score: Raw -353791.239121 + Penalty 2587.558615 = -351203.680506
  nChanged 216
		SP:Iteration 2F (49150.970000 sec): 3 clusters
  Score: Raw -353951.523163 + Penalty 2587.558615 = -351363.964548
  nChanged 164
		SP:Iteration 3F (49151.190000 sec): 3 clusters
  Score: Raw -354063.340117 + Penalty 2587.558615 = -351475.781502
  nChanged 129
		SP:Iteration 4Q (49151.340000 sec): 3 clusters
  Score: Raw -354151.412259 + Penalty 2587.558615 = -351563.853643
  nChanged 122
		SP:Iteration 5Q (49151.500000 sec): 3 clusters
  Score: Raw -354241.407893 + Penalty 2587.558615 = -351653.849278
  nChanged 135
		SP:Iteration 6Q (49151.640000 sec): 3 clusters
  Score: Raw -354343.071400 + Penalty 2587.558615 = -351755.512785
  nChanged 112
		SP:Iteration 7Q (49151.850000 sec): 3 clusters
  Score: Raw -354428.090776 + Penalty 2587.558615 = -351840.532160
  nChanged 89
		SP:Iteration 8Q (49152.010000 sec): 3 clusters
  Score: Raw -354484.546727 + Penalty 2587.558615 = -351896.988112
  nChanged 75
		SP:Iteration 9Q (49152.160000 sec): 3 clusters
  Score: Raw -354526.177578 + Penalty 2587.558615 = -351938.618963
  nChanged 53
		SP:Iteration 10Q (49152.300000 sec): 3 clusters
  Score: Raw -354558.748335 + Penalty 2587.558615 = -351971.189720
  nChanged 50
		SP:Iteration 11Q (49152.440000 sec): 3 clusters
  Score: Raw -354585.334535 + Penalty 2587.558615 = -351997.775920
  nChanged 41
		SP:Iteration 12Q (49152.590000 sec): 3 clusters
  Score: Raw -354608.951234 + Penalty 2587.558615 = -352021.392619
  nChanged 37
		SP:Iteration 13Q (49152.730000 sec): 3 clusters
  Score: Raw -354633.240376 + Penalty 2587.558615 = -352045.681761
  nChanged 30
		SP:Iteration 14Q (49152.850000 sec): 3 clusters
  Score: Raw -354646.828922 + Penalty 2587.558615 = -352059.270307
  nChanged 22
		SP:Iteration 15Q (49153.030000 sec): 3 clusters
  Score: Raw -354657.479460 + Penalty 2587.558615 = -352069.920844
  nChanged 15
		SP:Iteration 16Q (49153.330000 sec): 3 clusters
  Score: Raw -354664.723984 + Penalty 2587.558615 = -352077.165369
  nChanged 12
		SP:Iteration 17Q (49153.540000 sec): 3 clusters
  Score: Raw -354672.675704 + Penalty 2587.558615 = -352085.117089
  nChanged 14
		SP:Iteration 18Q (49153.740000 sec): 3 clusters
  Score: Raw -354679.600540 + Penalty 2587.558615 = -352092.041924
  nChanged 17
		SP:Iteration 19Q (49153.920000 sec): 3 clusters
  Score: Raw -354687.916384 + Penalty 2587.558615 = -352100.357769
  nChanged 9
		SP:Iteration 20F (49154.160000 sec): 3 clusters
  Score: Raw -354694.975803 + Penalty 2587.558615 = -352107.417188
  nChanged 10
		SP:Iteration 21Q (49154.330000 sec): 3 clusters
  Score: Raw -354701.306674 + Penalty 2587.558615 = -352113.748059
  nChanged 14
		SP:Iteration 22Q (49154.530000 sec): 3 clusters
  Score: Raw -354708.480801 + Penalty 2587.558615 = -352120.922186
  nChanged 10
		SP:Iteration 23Q (49154.660000 sec): 3 clusters
  Score: Raw -354712.670440 + Penalty 2587.558615 = -352125.111825
  nChanged 8
		SP:Iteration 24Q (49154.870000 sec): 3 clusters
  Score: Raw -354716.198929 + Penalty 2587.558615 = -352128.640314
  nChanged 9
		SP:Iteration 25Q (49155.080000 sec): 3 clusters
  Score: Raw -354718.848372 + Penalty 2587.558615 = -352131.289757
  nChanged 6
		SP:Iteration 26Q (49155.230000 sec): 3 clusters
  Score: Raw -354720.502612 + Penalty 2587.558615 = -352132.943997
  nChanged 4
		SP:Iteration 27Q (49155.510000 sec): 3 clusters
  Score: Raw -354721.982320 + Penalty 2587.558615 = -352134.423705
  nChanged 6
		SP:Iteration 28Q (49155.690000 sec): 3 clusters
  Score: Raw -354723.793728 + Penalty 2587.558615 = -352136.235112
  nChanged 4
		SP:Iteration 29Q (49155.880000 sec): 3 clusters
  Score: Raw -354726.113761 + Penalty 2587.558615 = -352138.555146
  nChanged 6
		SP:Iteration 30Q (49156.080000 sec): 3 clusters
  Score: Raw -354727.977796 + Penalty 2587.558615 = -352140.419181
  nChanged 7
		SP:Iteration 31Q (49156.270000 sec): 3 clusters
  Score: Raw -354732.342720 + Penalty 2587.558615 = -352144.784104
  nChanged 5
		SP:Iteration 32Q (49156.400000 sec): 3 clusters
  Score: Raw -354734.649556 + Penalty 2587.558615 = -352147.090941
  nChanged 3
		SP:Iteration 33Q (49156.550000 sec): 3 clusters
  Score: Raw -354736.124683 + Penalty 2587.558615 = -352148.566068
  nChanged 3
		SP:Iteration 34Q (49156.690000 sec): 3 clusters
  Score: Raw -354737.161660 + Penalty 2587.558615 = -352149.603045
  nChanged 2
		SP:Iteration 35Q (49156.830000 sec): 3 clusters
  Score: Raw -354738.491574 + Penalty 2587.558615 = -352150.932958
  nChanged 4
		SP:Iteration 36Q (49156.970000 sec): 3 clusters
  Score: Raw -354740.045106 + Penalty 2587.558615 = -352152.486491
  nChanged 2
		SP:Iteration 37Q (49157.120000 sec): 3 clusters
  Score: Raw -354740.431531 + Penalty 2587.558615 = -352152.872916
  nChanged 2
		SP:Iteration 38Q (49157.280000 sec): 3 clusters
  Score: Raw -354740.943673 + Penalty 2587.558615 = -352153.385058
  nChanged 2
		SP:Iteration 39Q (49157.430000 sec): 3 clusters
  Score: Raw -354741.367886 + Penalty 2587.558615 = -352153.809270
  nChanged 0
		SP:Iteration 40F (49157.570000 sec): 3 clusters
  Score: Raw -354741.367886 + Penalty 2587.558615 = -352153.809270
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 46 (3255 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (49157.630000 sec): 2 clusters
  Score: Raw -403204.784668 + Penalty 1314.291478 = -401890.493190
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (49157.780000 sec): 3 clusters
  Score: Raw -401585.819123 + Penalty 2628.582955 = -398957.236168
  nChanged 1226
		SP:Iteration 1F (49157.920000 sec): 3 clusters
  Score: Raw -402292.942239 + Penalty 2628.582955 = -399664.359284
  nChanged 264
		SP:Iteration 2F (49158.070000 sec): 3 clusters
  Score: Raw -402460.117714 + Penalty 2628.582955 = -399831.534759
  nChanged 178
		SP:Iteration 3F (49158.220000 sec): 3 clusters
  Score: Raw -402571.798076 + Penalty 2628.582955 = -399943.215121
  nChanged 129
		SP:Iteration 4Q (49158.350000 sec): 3 clusters
  Score: Raw -402646.649045 + Penalty 2628.582955 = -400018.066089
  nChanged 116
		SP:Iteration 5Q (49158.510000 sec): 3 clusters
  Score: Raw -402702.837071 + Penalty 2628.582955 = -400074.254116
  nChanged 81
		SP:Iteration 6Q (49158.640000 sec): 3 clusters
  Score: Raw -402736.164499 + Penalty 2628.582955 = -400107.581543
  nChanged 70
		SP:Iteration 7Q (49158.790000 sec): 3 clusters
  Score: Raw -402765.655092 + Penalty 2628.582955 = -400137.072136
  nChanged 61
		SP:Iteration 8Q (49158.930000 sec): 3 clusters
  Score: Raw -402789.369869 + Penalty 2628.582955 = -400160.786914
  nChanged 62
		SP:Iteration 9Q (49159.070000 sec): 3 clusters
  Score: Raw -402818.439485 + Penalty 2628.582955 = -400189.856530
  nChanged 57
		SP:Iteration 10Q (49159.210000 sec): 3 clusters
  Score: Raw -402845.672585 + Penalty 2628.582955 = -400217.089630
  nChanged 63
		SP:Iteration 11Q (49159.360000 sec): 3 clusters
  Score: Raw -402879.960013 + Penalty 2628.582955 = -400251.377058
  nChanged 55
		SP:Iteration 12Q (49159.500000 sec): 3 clusters
  Score: Raw -402907.771646 + Penalty 2628.582955 = -400279.188690
  nChanged 59
		SP:Iteration 13Q (49159.650000 sec): 3 clusters
  Score: Raw -402939.940833 + Penalty 2628.582955 = -400311.357878
  nChanged 60
		SP:Iteration 14Q (49159.790000 sec): 3 clusters
  Score: Raw -402974.574698 + Penalty 2628.582955 = -400345.991743
  nChanged 67
		SP:Iteration 15Q (49159.950000 sec): 3 clusters
  Score: Raw -403015.906495 + Penalty 2628.582955 = -400387.323540
  nChanged 61
		SP:Iteration 16Q (49160.110000 sec): 3 clusters
  Score: Raw -403049.292522 + Penalty 2628.582955 = -400420.709566
  nChanged 58
		SP:Iteration 17Q (49160.270000 sec): 3 clusters
  Score: Raw -403088.138280 + Penalty 2628.582955 = -400459.555325
  nChanged 53
		SP:Iteration 18Q (49160.430000 sec): 3 clusters
  Score: Raw -403124.267642 + Penalty 2628.582955 = -400495.684686
  nChanged 41
		SP:Iteration 19Q (49160.590000 sec): 3 clusters
  Score: Raw -403147.802345 + Penalty 2628.582955 = -400519.219390
  nChanged 38
		SP:Iteration 20F (49160.750000 sec): 3 clusters
  Score: Raw -403169.088765 + Penalty 2628.582955 = -400540.505810
  nChanged 29
		SP:Iteration 21Q (49160.920000 sec): 3 clusters
  Score: Raw -403188.178112 + Penalty 2628.582955 = -400559.595157
  nChanged 28
		SP:Iteration 22Q (49161.090000 sec): 3 clusters
  Score: Raw -403209.712931 + Penalty 2628.582955 = -400581.129976
  nChanged 23
		SP:Iteration 23Q (49161.250000 sec): 3 clusters
  Score: Raw -403229.179938 + Penalty 2628.582955 = -400600.596983
  nChanged 25
		SP:Iteration 24Q (49161.410000 sec): 3 clusters
  Score: Raw -403245.600716 + Penalty 2628.582955 = -400617.017760
  nChanged 12
		SP:Iteration 25Q (49161.580000 sec): 3 clusters
  Score: Raw -403255.391249 + Penalty 2628.582955 = -400626.808294
  nChanged 11
		SP:Iteration 26Q (49161.740000 sec): 3 clusters
  Score: Raw -403263.001164 + Penalty 2628.582955 = -400634.418209
  nChanged 8
		SP:Iteration 27Q (49161.900000 sec): 3 clusters
  Score: Raw -403271.043490 + Penalty 2628.582955 = -400642.460535
  nChanged 9
		SP:Iteration 28Q (49162.060000 sec): 3 clusters
  Score: Raw -403278.422565 + Penalty 2628.582955 = -400649.839609
  nChanged 7
		SP:Iteration 29Q (49162.230000 sec): 3 clusters
  Score: Raw -403284.525517 + Penalty 2628.582955 = -400655.942562
  nChanged 9
		SP:Iteration 30Q (49162.380000 sec): 3 clusters
  Score: Raw -403292.100545 + Penalty 2628.582955 = -400663.517589
  nChanged 7
		SP:Iteration 31Q (49162.530000 sec): 3 clusters
  Score: Raw -403297.213475 + Penalty 2628.582955 = -400668.630519
  nChanged 0
		SP:Iteration 32F (49162.670000 sec): 3 clusters
  Score: Raw -403297.213475 + Penalty 2628.582955 = -400668.630519
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 47 (1529 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (49162.740000 sec): 2 clusters
  Score: Raw -182359.592875 + Penalty 1191.509996 = -181168.082879
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (49162.880000 sec): 3 clusters
  Score: Raw -181771.848719 + Penalty 2383.019992 = -179388.828727
  nChanged 511
		SP:Iteration 1F (49163.040000 sec): 3 clusters
  Score: Raw -182139.375792 + Penalty 2383.019992 = -179756.355800
  nChanged 132
		SP:Iteration 2F (49163.200000 sec): 3 clusters
  Score: Raw -182271.845844 + Penalty 2383.019992 = -179888.825852
  nChanged 101
		SP:Iteration 3F (49163.360000 sec): 3 clusters
  Score: Raw -182372.528579 + Penalty 2383.019992 = -179989.508587
  nChanged 72
		SP:Iteration 4Q (49163.560000 sec): 3 clusters
  Score: Raw -182450.288484 + Penalty 2383.019992 = -180067.268492
  nChanged 64
		SP:Iteration 5Q (49163.710000 sec): 3 clusters
  Score: Raw -182515.989264 + Penalty 2383.019992 = -180132.969272
  nChanged 53
		SP:Iteration 6Q (49163.880000 sec): 3 clusters
  Score: Raw -182571.224328 + Penalty 2383.019992 = -180188.204336
  nChanged 38
		SP:Iteration 7Q (49164.070000 sec): 3 clusters
  Score: Raw -182607.076189 + Penalty 2383.019992 = -180224.056198
  nChanged 38
		SP:Iteration 8Q (49164.180000 sec): 3 clusters
  Score: Raw -182642.859892 + Penalty 2383.019992 = -180259.839900
  nChanged 29
		SP:Iteration 9Q (49164.280000 sec): 3 clusters
  Score: Raw -182670.620426 + Penalty 2383.019992 = -180287.600434
  nChanged 24
		SP:Iteration 10Q (49164.450000 sec): 3 clusters
  Score: Raw -182690.394339 + Penalty 2383.019992 = -180307.374347
  nChanged 15
		SP:Iteration 11Q (49164.560000 sec): 3 clusters
  Score: Raw -182699.677093 + Penalty 2383.019992 = -180316.657101
  nChanged 12
		SP:Iteration 12Q (49164.720000 sec): 3 clusters
  Score: Raw -182708.320429 + Penalty 2383.019992 = -180325.300437
  nChanged 8
		SP:Iteration 13Q (49164.900000 sec): 3 clusters
  Score: Raw -182714.272695 + Penalty 2383.019992 = -180331.252703
  nChanged 5
		SP:Iteration 14Q (49165.020000 sec): 3 clusters
  Score: Raw -182717.152076 + Penalty 2383.019992 = -180334.132084
  nChanged 1
		SP:Iteration 15Q (49165.220000 sec): 3 clusters
  Score: Raw -182717.493346 + Penalty 2383.019992 = -180334.473354
  nChanged 1
		SP:Iteration 16Q (49165.370000 sec): 3 clusters
  Score: Raw -182717.771397 + Penalty 2383.019992 = -180334.751405
  nChanged 0
		SP:Iteration 17F (49165.540000 sec): 3 clusters
  Score: Raw -182717.771397 + Penalty 2383.019992 = -180334.751405
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 48 (1271 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (49165.660000 sec): 2 clusters
  Score: Raw -149713.174754 + Penalty 1161.478382 = -148551.696372
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (49165.800000 sec): 3 clusters
  Score: Raw -149317.297318 + Penalty 2322.956763 = -146994.340555
  nChanged 397
		SP:Iteration 1F (49165.970000 sec): 3 clusters
  Score: Raw -149691.064926 + Penalty 2322.956763 = -147368.108163
  nChanged 121
		SP:Iteration 2F (49166.120000 sec): 3 clusters
  Score: Raw -149822.317052 + Penalty 2322.956763 = -147499.360288
  nChanged 81
		SP:Iteration 3F (49166.370000 sec): 3 clusters
  Score: Raw -149902.421446 + Penalty 2322.956763 = -147579.464683
  nChanged 50
		SP:Iteration 4Q (49166.550000 sec): 3 clusters
  Score: Raw -149948.224645 + Penalty 2322.956763 = -147625.267882
  nChanged 44
		SP:Iteration 5Q (49166.680000 sec): 3 clusters
  Score: Raw -149992.013360 + Penalty 2322.956763 = -147669.056597
  nChanged 49
		SP:Iteration 6Q (49166.790000 sec): 3 clusters
  Score: Raw -150063.381248 + Penalty 2322.956763 = -147740.424485
  nChanged 59
		SP:Iteration 7Q (49167.000000 sec): 3 clusters
  Score: Raw -150126.616712 + Penalty 2322.956763 = -147803.659949
  nChanged 55
		SP:Iteration 8Q (49167.120000 sec): 3 clusters
  Score: Raw -150222.465936 + Penalty 2322.956763 = -147899.509173
  nChanged 52
		SP:Iteration 9Q (49167.240000 sec): 3 clusters
  Score: Raw -150315.409564 + Penalty 2322.956763 = -147992.452800
  nChanged 31
		SP:Iteration 10Q (49167.370000 sec): 3 clusters
  Score: Raw -150362.868066 + Penalty 2322.956763 = -148039.911303
  nChanged 28
		SP:Iteration 11Q (49167.590000 sec): 3 clusters
  Score: Raw -150399.377706 + Penalty 2322.956763 = -148076.420943
  nChanged 17
		SP:Iteration 12Q (49167.790000 sec): 3 clusters
  Score: Raw -150418.703129 + Penalty 2322.956763 = -148095.746366
  nChanged 11
		SP:Iteration 13Q (49167.970000 sec): 3 clusters
  Score: Raw -150432.834244 + Penalty 2322.956763 = -148109.877481
  nChanged 13
		SP:Iteration 14Q (49168.190000 sec): 3 clusters
  Score: Raw -150450.237841 + Penalty 2322.956763 = -148127.281078
  nChanged 9
		SP:Iteration 15Q (49168.370000 sec): 3 clusters
  Score: Raw -150459.651935 + Penalty 2322.956763 = -148136.695171
  nChanged 12
		SP:Iteration 16Q (49168.560000 sec): 3 clusters
  Score: Raw -150470.140508 + Penalty 2322.956763 = -148147.183745
  nChanged 6
		SP:Iteration 17Q (49168.770000 sec): 3 clusters
  Score: Raw -150475.883768 + Penalty 2322.956763 = -148152.927004
  nChanged 4
		SP:Iteration 18Q (49168.970000 sec): 3 clusters
  Score: Raw -150479.691789 + Penalty 2322.956763 = -148156.735026
  nChanged 10
		SP:Iteration 19Q (49169.150000 sec): 3 clusters
  Score: Raw -150487.929952 + Penalty 2322.956763 = -148164.973189
  nChanged 4
		SP:Iteration 20F (49169.280000 sec): 3 clusters
  Score: Raw -150504.035397 + Penalty 2322.956763 = -148181.078633
  nChanged 9
		SP:Iteration 21Q (49169.460000 sec): 3 clusters
  Score: Raw -150570.748221 + Penalty 2322.956763 = -148247.791457
  nChanged 22
		SP:Iteration 22Q (49169.670000 sec): 3 clusters
  Score: Raw -150599.926776 + Penalty 2322.956763 = -148276.970013
  nChanged 13
		SP:Iteration 23Q (49169.820000 sec): 3 clusters
  Score: Raw -150618.377084 + Penalty 2322.956763 = -148295.420321
  nChanged 8
		SP:Iteration 24Q (49170.030000 sec): 3 clusters
  Score: Raw -150626.749376 + Penalty 2322.956763 = -148303.792613
  nChanged 4
		SP:Iteration 25Q (49170.250000 sec): 3 clusters
  Score: Raw -150631.199755 + Penalty 2322.956763 = -148308.242992
  nChanged 4
		SP:Iteration 26Q (49170.480000 sec): 3 clusters
  Score: Raw -150637.172892 + Penalty 2322.956763 = -148314.216129
  nChanged 0
		SP:Iteration 27F (49170.630000 sec): 3 clusters
  Score: Raw -150637.172892 + Penalty 2322.956763 = -148314.216129
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 49 (87 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (49170.730000 sec): 2 clusters
  Score: Raw -4219.158793 + Penalty 725.710069 = -3493.448724
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (49170.930000 sec): 3 clusters
  Score: Raw -4468.997893 + Penalty 1451.420139 = -3017.577755
  nChanged 5
		SP:Iteration 1F (49171.140000 sec): 3 clusters
  Score: Raw -4516.738725 + Penalty 1451.420139 = -3065.318587
  nChanged 2
		SP:Iteration 2Q (49171.290000 sec): 3 clusters
  Score: Raw -4528.629812 + Penalty 1451.420139 = -3077.209674
  nChanged 0
		SP:Iteration 3F (49171.470000 sec): 3 clusters
  Score: Raw -4528.629812 + Penalty 1451.420139 = -3077.209674
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 50 (8306 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (49171.600000 sec): 2 clusters
  Score: Raw -1007354.192784 + Penalty 1466.519181 = -1005887.673602
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (49171.790000 sec): 3 clusters
  Score: Raw -1002755.573346 + Penalty 2933.038363 = -999822.534983
  nChanged 3529
		SP:Iteration 1F (49172.040000 sec): 3 clusters
  Score: Raw -1004529.031671 + Penalty 2933.038363 = -1001595.993308
  nChanged 487
		SP:Iteration 2F (49172.240000 sec): 3 clusters
  Score: Raw -1004736.331599 + Penalty 2933.038363 = -1001803.293236
  nChanged 418
		SP:Iteration 3F (49172.480000 sec): 3 clusters
  Score: Raw -1004905.327140 + Penalty 2933.038363 = -1001972.288777
  nChanged 366
		SP:Iteration 4Q (49172.640000 sec): 3 clusters
  Score: Raw -1005054.697942 + Penalty 2933.038363 = -1002121.659580
  nChanged 322
		SP:Iteration 5Q (49172.860000 sec): 3 clusters
  Score: Raw -1005186.738264 + Penalty 2933.038363 = -1002253.699901
  nChanged 292
		SP:Iteration 6Q (49173.150000 sec): 3 clusters
  Score: Raw -1005316.687034 + Penalty 2933.038363 = -1002383.648671
  nChanged 294
		SP:Iteration 7Q (49173.430000 sec): 3 clusters
  Score: Raw -1005437.306655 + Penalty 2933.038363 = -1002504.268292
  nChanged 267
		SP:Iteration 8Q (49173.630000 sec): 3 clusters
  Score: Raw -1005540.057435 + Penalty 2933.038363 = -1002607.019072
  nChanged 239
		SP:Iteration 9Q (49173.830000 sec): 3 clusters
  Score: Raw -1005643.547025 + Penalty 2933.038363 = -1002710.508662
  nChanged 240
		SP:Iteration 10Q (49174.030000 sec): 3 clusters
  Score: Raw -1005748.663730 + Penalty 2933.038363 = -1002815.625368
  nChanged 247
		SP:Iteration 11Q (49174.200000 sec): 3 clusters
  Score: Raw -1005880.922591 + Penalty 2933.038363 = -1002947.884228
  nChanged 261
		SP:Iteration 12Q (49174.440000 sec): 3 clusters
  Score: Raw -1006014.852166 + Penalty 2933.038363 = -1003081.813803
  nChanged 247
		SP:Iteration 13Q (49174.680000 sec): 3 clusters
  Score: Raw -1006146.682125 + Penalty 2933.038363 = -1003213.643762
  nChanged 266
		SP:Iteration 14Q (49174.890000 sec): 3 clusters
  Score: Raw -1006296.773213 + Penalty 2933.038363 = -1003363.734850
  nChanged 280
		SP:Iteration 15Q (49175.040000 sec): 3 clusters
  Score: Raw -1006460.286327 + Penalty 2933.038363 = -1003527.247964
  nChanged 266
		SP:Iteration 16Q (49175.270000 sec): 3 clusters
  Score: Raw -1006626.338890 + Penalty 2933.038363 = -1003693.300528
  nChanged 255
		SP:Iteration 17Q (49175.450000 sec): 3 clusters
  Score: Raw -1006781.429601 + Penalty 2933.038363 = -1003848.391238
  nChanged 216
		SP:Iteration 18Q (49175.680000 sec): 3 clusters
  Score: Raw -1006911.310501 + Penalty 2933.038363 = -1003978.272138
  nChanged 190
		SP:Iteration 19Q (49175.840000 sec): 3 clusters
  Score: Raw -1007025.055396 + Penalty 2933.038363 = -1004092.017033
  nChanged 176
		SP:Iteration 20F (49176.040000 sec): 3 clusters
  Score: Raw -1007128.938884 + Penalty 2933.038363 = -1004195.900522
  nChanged 148
		SP:Iteration 21Q (49176.250000 sec): 3 clusters
  Score: Raw -1007207.369738 + Penalty 2933.038363 = -1004274.331375
  nChanged 153
		SP:Iteration 22Q (49176.400000 sec): 3 clusters
  Score: Raw -1007273.417951 + Penalty 2933.038363 = -1004340.379588
  nChanged 109
		SP:Iteration 23Q (49176.580000 sec): 3 clusters
  Score: Raw -1007318.506836 + Penalty 2933.038363 = -1004385.468473
  nChanged 100
		SP:Iteration 24Q (49176.850000 sec): 3 clusters
  Score: Raw -1007354.934675 + Penalty 2933.038363 = -1004421.896312
  nChanged 76
		SP:Iteration 25Q (49177.040000 sec): 3 clusters
  Score: Raw -1007376.397875 + Penalty 2933.038363 = -1004443.359512
  nChanged 65
		SP:Iteration 26Q (49177.260000 sec): 3 clusters
  Score: Raw -1007393.678031 + Penalty 2933.038363 = -1004460.639668
  nChanged 51
		SP:Iteration 27Q (49177.460000 sec): 3 clusters
  Score: Raw -1007407.706566 + Penalty 2933.038363 = -1004474.668203
  nChanged 43
		SP:Iteration 28Q (49177.680000 sec): 3 clusters
  Score: Raw -1007418.076257 + Penalty 2933.038363 = -1004485.037894
  nChanged 41
		SP:Iteration 29Q (49177.860000 sec): 3 clusters
  Score: Raw -1007425.056217 + Penalty 2933.038363 = -1004492.017854
  nChanged 25
		SP:Iteration 30Q (49178.080000 sec): 3 clusters
  Score: Raw -1007429.598416 + Penalty 2933.038363 = -1004496.560053
  nChanged 19
		SP:Iteration 31Q (49178.270000 sec): 3 clusters
  Score: Raw -1007432.697087 + Penalty 2933.038363 = -1004499.658725
  nChanged 13
		SP:Iteration 32Q (49178.470000 sec): 3 clusters
  Score: Raw -1007434.424633 + Penalty 2933.038363 = -1004501.386270
  nChanged 10
		SP:Iteration 33Q (49178.670000 sec): 3 clusters
  Score: Raw -1007435.552230 + Penalty 2933.038363 = -1004502.513867
  nChanged 7
		SP:Iteration 34Q (49178.870000 sec): 3 clusters
  Score: Raw -1007436.771301 + Penalty 2933.038363 = -1004503.732938
  nChanged 6
		SP:Iteration 35Q (49179.060000 sec): 3 clusters
  Score: Raw -1007438.034941 + Penalty 2933.038363 = -1004504.996578
  nChanged 5
		SP:Iteration 36Q (49179.260000 sec): 3 clusters
  Score: Raw -1007438.751024 + Penalty 2933.038363 = -1004505.712661
  nChanged 2
		SP:Iteration 37Q (49179.440000 sec): 3 clusters
  Score: Raw -1007438.971461 + Penalty 2933.038363 = -1004505.933098
  nChanged 3
		SP:Iteration 38Q (49179.640000 sec): 3 clusters
  Score: Raw -1007439.643068 + Penalty 2933.038363 = -1004506.604705
  nChanged 4
		SP:Iteration 39Q (49179.830000 sec): 3 clusters
  Score: Raw -1007440.387726 + Penalty 2933.038363 = -1004507.349363
  nChanged 3
		SP:Iteration 40F (49180.000000 sec): 3 clusters
  Score: Raw -1007441.057527 + Penalty 2933.038363 = -1004508.019165
  nChanged 4
		SP:Iteration 41Q (49180.160000 sec): 3 clusters
  Score: Raw -1007441.313306 + Penalty 2933.038363 = -1004508.274943
  nChanged 3
		SP:Iteration 42Q (49180.320000 sec): 3 clusters
  Score: Raw -1007441.752589 + Penalty 2933.038363 = -1004508.714226
  nChanged 2
		SP:Iteration 43Q (49180.570000 sec): 3 clusters
  Score: Raw -1007441.960531 + Penalty 2933.038363 = -1004508.922168
  nChanged 2
		SP:Iteration 44Q (49180.740000 sec): 3 clusters
  Score: Raw -1007442.289826 + Penalty 2933.038363 = -1004509.251463
  nChanged 2
		SP:Iteration 45Q (49180.920000 sec): 3 clusters
  Score: Raw -1007442.510214 + Penalty 2933.038363 = -1004509.471851
  nChanged 3
		SP:Iteration 46Q (49181.120000 sec): 3 clusters
  Score: Raw -1007442.831686 + Penalty 2933.038363 = -1004509.793323
  nChanged 1
		SP:Iteration 47Q (49181.280000 sec): 3 clusters
  Score: Raw -1007442.897175 + Penalty 2933.038363 = -1004509.858812
  nChanged 2
		SP:Iteration 48Q (49181.460000 sec): 3 clusters
  Score: Raw -1007443.219886 + Penalty 2933.038363 = -1004510.181523
  nChanged 1
		SP:Iteration 49Q (49181.660000 sec): 3 clusters
  Score: Raw -1007443.282962 + Penalty 2933.038363 = -1004510.244599
  nChanged 0
		SP:Iteration 50F (49181.870000 sec): 3 clusters
  Score: Raw -1007443.282962 + Penalty 2933.038363 = -1004510.244599
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 51 (381 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (49181.980000 sec): 2 clusters
  Score: Raw -36659.761933 + Penalty 965.704898 = -35694.057035
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (49182.130000 sec): 3 clusters
  Score: Raw -36727.127500 + Penalty 1931.409797 = -34795.717703
  nChanged 73
		SP:Iteration 1F (49182.290000 sec): 3 clusters
  Score: Raw -36873.737586 + Penalty 1931.409797 = -34942.327789
  nChanged 29
		SP:Iteration 2F (49182.490000 sec): 3 clusters
  Score: Raw -36967.672943 + Penalty 1931.409797 = -35036.263146
  nChanged 17
		SP:Iteration 3Q (49182.740000 sec): 3 clusters
  Score: Raw -37035.272087 + Penalty 1931.409797 = -35103.862290
  nChanged 20
		SP:Iteration 4F (49182.920000 sec): 3 clusters
  Score: Raw -37113.285560 + Penalty 1931.409797 = -35181.875763
  nChanged 12
		SP:Iteration 5Q (49183.100000 sec): 3 clusters
  Score: Raw -37151.299973 + Penalty 1931.409797 = -35219.890176
  nChanged 9
		SP:Iteration 6Q (49183.230000 sec): 3 clusters
  Score: Raw -37178.097079 + Penalty 1931.409797 = -35246.687282
  nChanged 2
		SP:Iteration 7Q (49183.350000 sec): 3 clusters
  Score: Raw -37189.609353 + Penalty 1931.409797 = -35258.199556
  nChanged 3
		SP:Iteration 8Q (49183.560000 sec): 3 clusters
  Score: Raw -37196.192825 + Penalty 1931.409797 = -35264.783028
  nChanged 4
		SP:Iteration 9Q (49183.700000 sec): 3 clusters
  Score: Raw -37203.787798 + Penalty 1931.409797 = -35272.378001
  nChanged 3
		SP:Iteration 10Q (49183.850000 sec): 3 clusters
  Score: Raw -37217.478024 + Penalty 1931.409797 = -35286.068227
  nChanged 1
		SP:Iteration 11Q (49183.970000 sec): 3 clusters
  Score: Raw -37220.981943 + Penalty 1931.409797 = -35289.572146
  nChanged 0
		SP:Iteration 12F (49184.190000 sec): 3 clusters
  Score: Raw -37220.981943 + Penalty 1931.409797 = -35289.572146
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 52 (70 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (49184.260000 sec): 2 clusters
  Score: Raw -8367.593386 + Penalty 690.380477 = -7677.212909
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (49184.400000 sec): 3 clusters
  Score: Raw -8585.945019 + Penalty 1380.760954 = -7205.184066
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 53 (12739 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (49184.620000 sec): 2 clusters
  Score: Raw -1555694.328675 + Penalty 1536.018808 = -1554158.309867
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (49184.880000 sec): 3 clusters
  Score: Raw -1548266.569262 + Penalty 3072.037616 = -1545194.531646
  nChanged 5607
		SP:Iteration 1F (49185.050000 sec): 3 clusters
  Score: Raw -1551286.970058 + Penalty 3072.037616 = -1548214.932442
  nChanged 800
		SP:Iteration 2F (49185.320000 sec): 3 clusters
  Score: Raw -1551666.175348 + Penalty 3072.037616 = -1548594.137732
  nChanged 716
		SP:Iteration 3F (49185.560000 sec): 3 clusters
  Score: Raw -1551996.008136 + Penalty 3072.037616 = -1548923.970520
  nChanged 643
		SP:Iteration 4F (49185.830000 sec): 3 clusters
  Score: Raw -1552284.214264 + Penalty 3072.037616 = -1549212.176649
  nChanged 566
		SP:Iteration 5Q (49186.120000 sec): 3 clusters
  Score: Raw -1552562.788116 + Penalty 3072.037616 = -1549490.750501
  nChanged 552
		SP:Iteration 6Q (49186.380000 sec): 3 clusters
  Score: Raw -1552828.134394 + Penalty 3072.037616 = -1549756.096779
  nChanged 535
		SP:Iteration 7Q (49186.620000 sec): 3 clusters
  Score: Raw -1553088.782449 + Penalty 3072.037616 = -1550016.744833
  nChanged 511
		SP:Iteration 8Q (49186.820000 sec): 3 clusters
  Score: Raw -1553378.867307 + Penalty 3072.037616 = -1550306.829691
  nChanged 479
		SP:Iteration 9Q (49187.120000 sec): 3 clusters
  Score: Raw -1553646.556048 + Penalty 3072.037616 = -1550574.518432
  nChanged 469
		SP:Iteration 10Q (49187.340000 sec): 3 clusters
  Score: Raw -1553920.553492 + Penalty 3072.037616 = -1550848.515877
  nChanged 451
		SP:Iteration 11Q (49187.630000 sec): 3 clusters
  Score: Raw -1554192.319738 + Penalty 3072.037616 = -1551120.282122
  nChanged 392
		SP:Iteration 12Q (49187.870000 sec): 3 clusters
  Score: Raw -1554399.129843 + Penalty 3072.037616 = -1551327.092228
  nChanged 308
		SP:Iteration 13Q (49188.150000 sec): 3 clusters
  Score: Raw -1554539.259467 + Penalty 3072.037616 = -1551467.221851
  nChanged 259
		SP:Iteration 14Q (49188.390000 sec): 3 clusters
  Score: Raw -1554662.175829 + Penalty 3072.037616 = -1551590.138213
  nChanged 235
		SP:Iteration 15Q (49188.720000 sec): 3 clusters
  Score: Raw -1554764.440403 + Penalty 3072.037616 = -1551692.402788
  nChanged 216
		SP:Iteration 16Q (49188.940000 sec): 3 clusters
  Score: Raw -1554850.553837 + Penalty 3072.037616 = -1551778.516221
  nChanged 192
		SP:Iteration 17Q (49189.180000 sec): 3 clusters
  Score: Raw -1554924.969839 + Penalty 3072.037616 = -1551852.932223
  nChanged 149
		SP:Iteration 18Q (49189.420000 sec): 3 clusters
  Score: Raw -1554987.886313 + Penalty 3072.037616 = -1551915.848697
  nChanged 159
		SP:Iteration 19Q (49189.660000 sec): 3 clusters
  Score: Raw -1555055.730317 + Penalty 3072.037616 = -1551983.692701
  nChanged 156
		SP:Iteration 20F (49189.920000 sec): 3 clusters
  Score: Raw -1555125.534721 + Penalty 3072.037616 = -1552053.497105
  nChanged 144
		SP:Iteration 21Q (49190.210000 sec): 3 clusters
  Score: Raw -1555199.487086 + Penalty 3072.037616 = -1552127.449470
  nChanged 144
		SP:Iteration 22Q (49190.440000 sec): 3 clusters
  Score: Raw -1555264.711928 + Penalty 3072.037616 = -1552192.674313
  nChanged 145
		SP:Iteration 23Q (49190.720000 sec): 3 clusters
  Score: Raw -1555323.302049 + Penalty 3072.037616 = -1552251.264433
  nChanged 102
		SP:Iteration 24Q (49191.040000 sec): 3 clusters
  Score: Raw -1555362.297630 + Penalty 3072.037616 = -1552290.260014
  nChanged 102
		SP:Iteration 25Q (49191.250000 sec): 3 clusters
  Score: Raw -1555396.591613 + Penalty 3072.037616 = -1552324.553998
  nChanged 86
		SP:Iteration 26Q (49191.520000 sec): 3 clusters
  Score: Raw -1555428.069788 + Penalty 3072.037616 = -1552356.032172
  nChanged 80
		SP:Iteration 27Q (49191.680000 sec): 3 clusters
  Score: Raw -1555464.520582 + Penalty 3072.037616 = -1552392.482967
  nChanged 83
		SP:Iteration 28Q (49191.860000 sec): 3 clusters
  Score: Raw -1555499.723824 + Penalty 3072.037616 = -1552427.686208
  nChanged 65
		SP:Iteration 29Q (49192.050000 sec): 3 clusters
  Score: Raw -1555524.777832 + Penalty 3072.037616 = -1552452.740216
  nChanged 64
		SP:Iteration 30Q (49192.240000 sec): 3 clusters
  Score: Raw -1555553.772723 + Penalty 3072.037616 = -1552481.735108
  nChanged 67
		SP:Iteration 31Q (49192.430000 sec): 3 clusters
  Score: Raw -1555584.934977 + Penalty 3072.037616 = -1552512.897361
  nChanged 55
		SP:Iteration 32Q (49192.640000 sec): 3 clusters
  Score: Raw -1555610.057590 + Penalty 3072.037616 = -1552538.019975
  nChanged 57
		SP:Iteration 33Q (49192.870000 sec): 3 clusters
  Score: Raw -1555635.860275 + Penalty 3072.037616 = -1552563.822659
  nChanged 45
		SP:Iteration 34Q (49193.070000 sec): 3 clusters
  Score: Raw -1555652.489417 + Penalty 3072.037616 = -1552580.451801
  nChanged 30
		SP:Iteration 35Q (49193.290000 sec): 3 clusters
  Score: Raw -1555665.481930 + Penalty 3072.037616 = -1552593.444314
  nChanged 29
		SP:Iteration 36Q (49193.530000 sec): 3 clusters
  Score: Raw -1555678.217900 + Penalty 3072.037616 = -1552606.180285
  nChanged 33
		SP:Iteration 37Q (49193.770000 sec): 3 clusters
  Score: Raw -1555694.421090 + Penalty 3072.037616 = -1552622.383474
  nChanged 31
		SP:Iteration 38Q (49193.960000 sec): 3 clusters
  Score: Raw -1555708.783186 + Penalty 3072.037616 = -1552636.745570
  nChanged 43
		SP:Iteration 39Q (49194.200000 sec): 3 clusters
  Score: Raw -1555727.043993 + Penalty 3072.037616 = -1552655.006378
  nChanged 32
		SP:Iteration 40F (49194.390000 sec): 3 clusters
  Score: Raw -1555741.006948 + Penalty 3072.037616 = -1552668.969333
  nChanged 27
		SP:Iteration 41Q (49194.640000 sec): 3 clusters
  Score: Raw -1555754.533200 + Penalty 3072.037616 = -1552682.495584
  nChanged 17
		SP:Iteration 42Q (49194.890000 sec): 3 clusters
  Score: Raw -1555763.328244 + Penalty 3072.037616 = -1552691.290628
  nChanged 19
		SP:Iteration 43Q (49195.130000 sec): 3 clusters
  Score: Raw -1555774.171022 + Penalty 3072.037616 = -1552702.133406
  nChanged 23
		SP:Iteration 44Q (49195.340000 sec): 3 clusters
  Score: Raw -1555786.829575 + Penalty 3072.037616 = -1552714.791960
  nChanged 21
		SP:Iteration 45Q (49195.560000 sec): 3 clusters
  Score: Raw -1555795.630766 + Penalty 3072.037616 = -1552723.593150
  nChanged 13
		SP:Iteration 46Q (49195.790000 sec): 3 clusters
  Score: Raw -1555801.155407 + Penalty 3072.037616 = -1552729.117791
  nChanged 14
		SP:Iteration 47Q (49196.030000 sec): 3 clusters
  Score: Raw -1555806.406082 + Penalty 3072.037616 = -1552734.368466
  nChanged 10
		SP:Iteration 48Q (49196.330000 sec): 3 clusters
  Score: Raw -1555810.661058 + Penalty 3072.037616 = -1552738.623442
  nChanged 14
		SP:Iteration 49Q (49196.550000 sec): 3 clusters
  Score: Raw -1555816.532769 + Penalty 3072.037616 = -1552744.495153
  nChanged 8
		SP:Iteration 50Q (49196.750000 sec): 3 clusters
  Score: Raw -1555820.558211 + Penalty 3072.037616 = -1552748.520596
  nChanged 10
		SP:Iteration 51Q (49196.990000 sec): 3 clusters
  Score: Raw -1555824.834045 + Penalty 3072.037616 = -1552752.796429
  nChanged 6
		SP:Iteration 52Q (49197.240000 sec): 3 clusters
  Score: Raw -1555827.395476 + Penalty 3072.037616 = -1552755.357860
  nChanged 4
		SP:Iteration 53Q (49197.510000 sec): 3 clusters
  Score: Raw -1555828.458439 + Penalty 3072.037616 = -1552756.420823
  nChanged 4
		SP:Iteration 54Q (49197.720000 sec): 3 clusters
  Score: Raw -1555829.940195 + Penalty 3072.037616 = -1552757.902579
  nChanged 2
		SP:Iteration 55Q (49198.010000 sec): 3 clusters
  Score: Raw -1555830.527572 + Penalty 3072.037616 = -1552758.489957
  nChanged 4
		SP:Iteration 56Q (49198.320000 sec): 3 clusters
  Score: Raw -1555832.762487 + Penalty 3072.037616 = -1552760.724872
  nChanged 4
		SP:Iteration 57Q (49198.570000 sec): 3 clusters
  Score: Raw -1555834.654738 + Penalty 3072.037616 = -1552762.617123
  nChanged 3
		SP:Iteration 58Q (49198.800000 sec): 3 clusters
  Score: Raw -1555835.725992 + Penalty 3072.037616 = -1552763.688376
  nChanged 4
		SP:Iteration 59Q (49199.090000 sec): 3 clusters
  Score: Raw -1555837.201518 + Penalty 3072.037616 = -1552765.163902
  nChanged 1
		SP:Iteration 60F (49199.320000 sec): 3 clusters
  Score: Raw -1555837.809515 + Penalty 3072.037616 = -1552765.771900
  nChanged 3
		SP:Iteration 61Q (49199.550000 sec): 3 clusters
  Score: Raw -1555839.340531 + Penalty 3072.037616 = -1552767.302915
  nChanged 5
		SP:Iteration 62Q (49199.790000 sec): 3 clusters
  Score: Raw -1555840.695112 + Penalty 3072.037616 = -1552768.657496
  nChanged 2
		SP:Iteration 63Q (49200.020000 sec): 3 clusters
  Score: Raw -1555841.795669 + Penalty 3072.037616 = -1552769.758054
  nChanged 3
		SP:Iteration 64Q (49200.300000 sec): 3 clusters
  Score: Raw -1555843.217399 + Penalty 3072.037616 = -1552771.179784
  nChanged 4
		SP:Iteration 65Q (49200.520000 sec): 3 clusters
  Score: Raw -1555844.793421 + Penalty 3072.037616 = -1552772.755805
  nChanged 1
		SP:Iteration 66Q (49200.730000 sec): 3 clusters
  Score: Raw -1555845.101712 + Penalty 3072.037616 = -1552773.064096
  nChanged 1
		SP:Iteration 67Q (49200.960000 sec): 3 clusters
  Score: Raw -1555845.431577 + Penalty 3072.037616 = -1552773.393961
  nChanged 2
		SP:Iteration 68Q (49201.200000 sec): 3 clusters
  Score: Raw -1555846.213482 + Penalty 3072.037616 = -1552774.175867
  nChanged 3
		SP:Iteration 69Q (49201.400000 sec): 3 clusters
  Score: Raw -1555847.051637 + Penalty 3072.037616 = -1552775.014022
  nChanged 1
		SP:Iteration 70Q (49201.620000 sec): 3 clusters
  Score: Raw -1555847.535571 + Penalty 3072.037616 = -1552775.497955
  nChanged 0
		SP:Iteration 71F (49201.790000 sec): 3 clusters
  Score: Raw -1555847.535571 + Penalty 3072.037616 = -1552775.497955
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 54 (296 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (49201.920000 sec): 2 clusters
  Score: Raw -27137.621032 + Penalty 924.683411 = -26212.937621
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (49202.050000 sec): 3 clusters
  Score: Raw -27245.553360 + Penalty 1849.366823 = -25396.186537
  nChanged 55
		SP:Iteration 1F (49202.280000 sec): 3 clusters
  Score: Raw -27372.215798 + Penalty 1849.366823 = -25522.848975
  nChanged 13
		SP:Iteration 2Q (49202.430000 sec): 3 clusters
  Score: Raw -27420.692730 + Penalty 1849.366823 = -25571.325908
  nChanged 7
		SP:Iteration 3Q (49202.590000 sec): 3 clusters
  Score: Raw -27437.309641 + Penalty 1849.366823 = -25587.942818
  nChanged 4
		SP:Iteration 4Q (49202.730000 sec): 3 clusters
  Score: Raw -27442.810478 + Penalty 1849.366823 = -25593.443656
  nChanged 0
		SP:Iteration 5F (49202.890000 sec): 3 clusters
  Score: Raw -27442.810478 + Penalty 1849.366823 = -25593.443656
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 55 (9071 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (49203.020000 sec): 2 clusters
  Score: Raw -1138637.501038 + Penalty 1480.836141 = -1137156.664897
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (49203.210000 sec): 3 clusters
  Score: Raw -1133515.077234 + Penalty 2961.672282 = -1130553.404952
  nChanged 3995
		SP:Iteration 1F (49203.390000 sec): 3 clusters
  Score: Raw -1135694.819624 + Penalty 2961.672282 = -1132733.147342
  nChanged 570
		SP:Iteration 2F (49203.570000 sec): 3 clusters
  Score: Raw -1135979.517633 + Penalty 2961.672282 = -1133017.845351
  nChanged 443
		SP:Iteration 3Q (49203.740000 sec): 3 clusters
  Score: Raw -1136166.366798 + Penalty 2961.672282 = -1133204.694516
  nChanged 369
		SP:Iteration 4Q (49203.920000 sec): 3 clusters
  Score: Raw -1136297.278230 + Penalty 2961.672282 = -1133335.605948
  nChanged 285
		SP:Iteration 5Q (49204.100000 sec): 3 clusters
  Score: Raw -1136384.472354 + Penalty 2961.672282 = -1133422.800072
  nChanged 227
		SP:Iteration 6Q (49204.270000 sec): 3 clusters
  Score: Raw -1136463.804485 + Penalty 2961.672282 = -1133502.132203
  nChanged 230
		SP:Iteration 7Q (49204.450000 sec): 3 clusters
  Score: Raw -1136535.027488 + Penalty 2961.672282 = -1133573.355206
  nChanged 200
		SP:Iteration 8Q (49204.620000 sec): 3 clusters
  Score: Raw -1136598.666819 + Penalty 2961.672282 = -1133636.994537
  nChanged 190
		SP:Iteration 9Q (49204.800000 sec): 3 clusters
  Score: Raw -1136649.602066 + Penalty 2961.672282 = -1133687.929784
  nChanged 145
		SP:Iteration 10Q (49204.980000 sec): 3 clusters
  Score: Raw -1136687.314414 + Penalty 2961.672282 = -1133725.642132
  nChanged 132
		SP:Iteration 11Q (49205.150000 sec): 3 clusters
  Score: Raw -1136724.455060 + Penalty 2961.672282 = -1133762.782778
  nChanged 149
		SP:Iteration 12Q (49205.330000 sec): 3 clusters
  Score: Raw -1136766.379821 + Penalty 2961.672282 = -1133804.707539
  nChanged 144
		SP:Iteration 13Q (49205.500000 sec): 3 clusters
  Score: Raw -1136806.178482 + Penalty 2961.672282 = -1133844.506200
  nChanged 139
		SP:Iteration 14Q (49205.680000 sec): 3 clusters
  Score: Raw -1136847.490311 + Penalty 2961.672282 = -1133885.818029
  nChanged 167
		SP:Iteration 15Q (49205.860000 sec): 3 clusters
  Score: Raw -1136904.162355 + Penalty 2961.672282 = -1133942.490073
  nChanged 168
		SP:Iteration 16Q (49206.030000 sec): 3 clusters
  Score: Raw -1136964.773900 + Penalty 2961.672282 = -1134003.101618
  nChanged 199
		SP:Iteration 17Q (49206.210000 sec): 3 clusters
  Score: Raw -1137040.902466 + Penalty 2961.672282 = -1134079.230184
  nChanged 212
		SP:Iteration 18Q (49206.380000 sec): 3 clusters
  Score: Raw -1137121.921907 + Penalty 2961.672282 = -1134160.249626
  nChanged 242
		SP:Iteration 19Q (49206.560000 sec): 3 clusters
  Score: Raw -1137232.070659 + Penalty 2961.672282 = -1134270.398377
  nChanged 279
		SP:Iteration 20F (49206.740000 sec): 3 clusters
  Score: Raw -1137381.460183 + Penalty 2961.672282 = -1134419.787901
  nChanged 306
		SP:Iteration 21Q (49206.920000 sec): 3 clusters
  Score: Raw -1137558.702352 + Penalty 2961.672282 = -1134597.030070
  nChanged 312
		SP:Iteration 22Q (49207.100000 sec): 3 clusters
  Score: Raw -1137747.518250 + Penalty 2961.672282 = -1134785.845968
  nChanged 297
		SP:Iteration 23Q (49207.290000 sec): 3 clusters
  Score: Raw -1137933.843708 + Penalty 2961.672282 = -1134972.171426
  nChanged 280
		SP:Iteration 24Q (49207.470000 sec): 3 clusters
  Score: Raw -1138107.763333 + Penalty 2961.672282 = -1135146.091051
  nChanged 244
		SP:Iteration 25Q (49207.650000 sec): 3 clusters
  Score: Raw -1138268.665879 + Penalty 2961.672282 = -1135306.993597
  nChanged 208
		SP:Iteration 26Q (49207.830000 sec): 3 clusters
  Score: Raw -1138415.717907 + Penalty 2961.672282 = -1135454.045625
  nChanged 175
		SP:Iteration 27Q (49208.010000 sec): 3 clusters
  Score: Raw -1138534.292076 + Penalty 2961.672282 = -1135572.619794
  nChanged 134
		SP:Iteration 28Q (49208.190000 sec): 3 clusters
  Score: Raw -1138629.057340 + Penalty 2961.672282 = -1135667.385058
  nChanged 76
		SP:Iteration 29Q (49208.370000 sec): 3 clusters
  Score: Raw -1138683.938282 + Penalty 2961.672282 = -1135722.266000
  nChanged 55
		SP:Iteration 30Q (49208.620000 sec): 3 clusters
  Score: Raw -1138726.264990 + Penalty 2961.672282 = -1135764.592708
  nChanged 41
		SP:Iteration 31Q (49208.800000 sec): 3 clusters
  Score: Raw -1138758.273709 + Penalty 2961.672282 = -1135796.601427
  nChanged 33
		SP:Iteration 32Q (49209.050000 sec): 3 clusters
  Score: Raw -1138779.787946 + Penalty 2961.672282 = -1135818.115664
  nChanged 19
		SP:Iteration 33Q (49209.240000 sec): 3 clusters
  Score: Raw -1138793.291416 + Penalty 2961.672282 = -1135831.619134
  nChanged 20
		SP:Iteration 34Q (49209.450000 sec): 3 clusters
  Score: Raw -1138808.135081 + Penalty 2961.672282 = -1135846.462800
  nChanged 12
		SP:Iteration 35Q (49209.580000 sec): 3 clusters
  Score: Raw -1138816.310747 + Penalty 2961.672282 = -1135854.638465
  nChanged 13
		SP:Iteration 36Q (49209.770000 sec): 3 clusters
  Score: Raw -1138824.560593 + Penalty 2961.672282 = -1135862.888311
  nChanged 10
		SP:Iteration 37Q (49209.990000 sec): 3 clusters
  Score: Raw -1138830.508528 + Penalty 2961.672282 = -1135868.836246
  nChanged 9
		SP:Iteration 38Q (49210.200000 sec): 3 clusters
  Score: Raw -1138836.351810 + Penalty 2961.672282 = -1135874.679528
  nChanged 3
		SP:Iteration 39Q (49210.390000 sec): 3 clusters
  Score: Raw -1138840.181732 + Penalty 2961.672282 = -1135878.509450
  nChanged 4
		SP:Iteration 40F (49210.600000 sec): 3 clusters
  Score: Raw -1138843.113574 + Penalty 2961.672282 = -1135881.441292
  nChanged 3
		SP:Iteration 41Q (49210.790000 sec): 3 clusters
  Score: Raw -1138845.699723 + Penalty 2961.672282 = -1135884.027441
  nChanged 3
		SP:Iteration 42Q (49210.930000 sec): 3 clusters
  Score: Raw -1138849.038227 + Penalty 2961.672282 = -1135887.365945
  nChanged 5
		SP:Iteration 43Q (49211.120000 sec): 3 clusters
  Score: Raw -1138854.177769 + Penalty 2961.672282 = -1135892.505487
  nChanged 6
		SP:Iteration 44Q (49211.280000 sec): 3 clusters
  Score: Raw -1138856.406351 + Penalty 2961.672282 = -1135894.734069
  nChanged 3
		SP:Iteration 45Q (49211.430000 sec): 3 clusters
  Score: Raw -1138857.623234 + Penalty 2961.672282 = -1135895.950952
  nChanged 4
		SP:Iteration 46Q (49211.600000 sec): 3 clusters
  Score: Raw -1138862.122565 + Penalty 2961.672282 = -1135900.450283
  nChanged 4
		SP:Iteration 47Q (49211.830000 sec): 3 clusters
  Score: Raw -1138868.121410 + Penalty 2961.672282 = -1135906.449128
  nChanged 3
		SP:Iteration 48Q (49212.030000 sec): 3 clusters
  Score: Raw -1138871.114617 + Penalty 2961.672282 = -1135909.442335
  nChanged 4
		SP:Iteration 49Q (49212.220000 sec): 3 clusters
  Score: Raw -1138876.762315 + Penalty 2961.672282 = -1135915.090033
  nChanged 2
		SP:Iteration 50Q (49212.460000 sec): 3 clusters
  Score: Raw -1138878.339157 + Penalty 2961.672282 = -1135916.666875
  nChanged 1
		SP:Iteration 51Q (49212.700000 sec): 3 clusters
  Score: Raw -1138878.805394 + Penalty 2961.672282 = -1135917.133112
  nChanged 0
		SP:Iteration 52F (49212.930000 sec): 3 clusters
  Score: Raw -1138878.805394 + Penalty 2961.672282 = -1135917.133112
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 56 (165 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (49213.030000 sec): 2 clusters
  Score: Raw -19829.774858 + Penalty 829.716140 = -19000.058718
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (49213.210000 sec): 3 clusters
  Score: Raw -19936.132013 + Penalty 1659.432279 = -18276.699734
  nChanged 17
		SP:Iteration 1F (49213.370000 sec): 3 clusters
  Score: Raw -19986.679169 + Penalty 1659.432279 = -18327.246890
  nChanged 4
		SP:Iteration 2Q (49213.540000 sec): 3 clusters
  Score: Raw -20001.957929 + Penalty 1659.432279 = -18342.525650
  nChanged 0
		SP:Iteration 3F (49213.710000 sec): 3 clusters
  Score: Raw -20001.957929 + Penalty 1659.432279 = -18342.525650
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 57 (33852 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (49214.020000 sec): 2 clusters
  Score: Raw -4097818.037425 + Penalty 1694.834921 = -4096123.202504
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (49214.450000 sec): 3 clusters
  Score: Raw -4076790.647667 + Penalty 3389.669842 = -4073400.977824
  nChanged 15670
		SP:Iteration 1F (49214.790000 sec): 3 clusters
  Score: Raw -4085246.822518 + Penalty 3389.669842 = -4081857.152675
  nChanged 1521
		SP:Iteration 2Q (49215.190000 sec): 3 clusters
  Score: Raw -4085717.978136 + Penalty 3389.669842 = -4082328.308294
  nChanged 1471
		SP:Iteration 3Q (49215.620000 sec): 3 clusters
  Score: Raw -4086210.666128 + Penalty 3389.669842 = -4082820.996286
  nChanged 1549
		SP:Iteration 4Q (49216.010000 sec): 3 clusters
  Score: Raw -4086790.361463 + Penalty 3389.669842 = -4083400.691621
  nChanged 1628
		SP:Iteration 5Q (49216.330000 sec): 3 clusters
  Score: Raw -4087489.411127 + Penalty 3389.669842 = -4084099.741285
  nChanged 1711
		SP:Iteration 6F (49216.710000 sec): 3 clusters
  Score: Raw -4088357.278113 + Penalty 3389.669842 = -4084967.608270
  nChanged 1938
		SP:Iteration 7F (49217.050000 sec): 3 clusters
  Score: Raw -4089509.312820 + Penalty 3389.669842 = -4086119.642978
  nChanged 1994
		SP:Iteration 8F (49217.410000 sec): 3 clusters
  Score: Raw -4090933.217491 + Penalty 3389.669842 = -4087543.547649
  nChanged 1948
		SP:Iteration 9F (49217.760000 sec): 3 clusters
  Score: Raw -4092551.121263 + Penalty 3389.669842 = -4089161.451420
  nChanged 1758
		SP:Iteration 10F (49218.130000 sec): 3 clusters
  Score: Raw -4094153.897051 + Penalty 3389.669842 = -4090764.227208
  nChanged 1402
		SP:Iteration 11Q (49218.510000 sec): 3 clusters
  Score: Raw -4095363.449865 + Penalty 3389.669842 = -4091973.780023
  nChanged 985
		SP:Iteration 12Q (49218.870000 sec): 3 clusters
  Score: Raw -4096113.724795 + Penalty 3389.669842 = -4092724.054953
  nChanged 710
		SP:Iteration 13Q (49219.230000 sec): 3 clusters
  Score: Raw -4096616.758111 + Penalty 3389.669842 = -4093227.088269
  nChanged 501
		SP:Iteration 14Q (49219.550000 sec): 3 clusters
  Score: Raw -4096947.597706 + Penalty 3389.669842 = -4093557.927864
  nChanged 396
		SP:Iteration 15Q (49219.900000 sec): 3 clusters
  Score: Raw -4097195.836187 + Penalty 3389.669842 = -4093806.166344
  nChanged 351
		SP:Iteration 16Q (49220.260000 sec): 3 clusters
  Score: Raw -4097412.634920 + Penalty 3389.669842 = -4094022.965078
  nChanged 283
		SP:Iteration 17Q (49220.650000 sec): 3 clusters
  Score: Raw -4097573.921424 + Penalty 3389.669842 = -4094184.251582
  nChanged 241
		SP:Iteration 18Q (49221.010000 sec): 3 clusters
  Score: Raw -4097698.218769 + Penalty 3389.669842 = -4094308.548927
  nChanged 189
		SP:Iteration 19Q (49221.360000 sec): 3 clusters
  Score: Raw -4097788.130068 + Penalty 3389.669842 = -4094398.460226
  nChanged 159
		SP:Iteration 20F (49221.790000 sec): 3 clusters
  Score: Raw -4097859.235468 + Penalty 3389.669842 = -4094469.565626
  nChanged 133
		SP:Iteration 21Q (49222.170000 sec): 3 clusters
  Score: Raw -4097918.983745 + Penalty 3389.669842 = -4094529.313903
  nChanged 108
		SP:Iteration 22Q (49222.550000 sec): 3 clusters
  Score: Raw -4097964.314296 + Penalty 3389.669842 = -4094574.644454
  nChanged 91
		SP:Iteration 23Q (49222.870000 sec): 3 clusters
  Score: Raw -4097996.773348 + Penalty 3389.669842 = -4094607.103506
  nChanged 68
		SP:Iteration 24Q (49223.170000 sec): 3 clusters
  Score: Raw -4098025.165272 + Penalty 3389.669842 = -4094635.495430
  nChanged 56
		SP:Iteration 25Q (49223.550000 sec): 3 clusters
  Score: Raw -4098047.107410 + Penalty 3389.669842 = -4094657.437568
  nChanged 51
		SP:Iteration 26Q (49223.880000 sec): 3 clusters
  Score: Raw -4098063.067133 + Penalty 3389.669842 = -4094673.397290
  nChanged 41
		SP:Iteration 27Q (49224.280000 sec): 3 clusters
  Score: Raw -4098076.081430 + Penalty 3389.669842 = -4094686.411588
  nChanged 38
		SP:Iteration 28Q (49224.650000 sec): 3 clusters
  Score: Raw -4098089.482007 + Penalty 3389.669842 = -4094699.812164
  nChanged 28
		SP:Iteration 29Q (49225.030000 sec): 3 clusters
  Score: Raw -4098098.898355 + Penalty 3389.669842 = -4094709.228513
  nChanged 28
		SP:Iteration 30Q (49225.360000 sec): 3 clusters
  Score: Raw -4098107.558157 + Penalty 3389.669842 = -4094717.888315
  nChanged 18
		SP:Iteration 31Q (49225.740000 sec): 3 clusters
  Score: Raw -4098112.374459 + Penalty 3389.669842 = -4094722.704617
  nChanged 10
		SP:Iteration 32Q (49226.090000 sec): 3 clusters
  Score: Raw -4098114.682267 + Penalty 3389.669842 = -4094725.012425
  nChanged 5
		SP:Iteration 33Q (49226.430000 sec): 3 clusters
  Score: Raw -4098115.388405 + Penalty 3389.669842 = -4094725.718563
  nChanged 5
		SP:Iteration 34Q (49226.800000 sec): 3 clusters
  Score: Raw -4098116.934435 + Penalty 3389.669842 = -4094727.264592
  nChanged 3
		SP:Iteration 35Q (49227.160000 sec): 3 clusters
  Score: Raw -4098117.235113 + Penalty 3389.669842 = -4094727.565271
  nChanged 1
		SP:Iteration 36Q (49227.570000 sec): 3 clusters
  Score: Raw -4098117.414995 + Penalty 3389.669842 = -4094727.745153
  nChanged 0
		SP:Iteration 37F (49227.920000 sec): 3 clusters
  Score: Raw -4098117.414995 + Penalty 3389.669842 = -4094727.745153
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 58 (281 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (49227.990000 sec): 2 clusters
  Score: Raw -15415.508322 + Penalty 916.232634 = -14499.275688
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (49228.140000 sec): 3 clusters
  Score: Raw -15500.786533 + Penalty 1832.465268 = -13668.321266
  nChanged 53
		SP:Iteration 1F (49228.330000 sec): 3 clusters
  Score: Raw -15657.835319 + Penalty 1832.465268 = -13825.370051
  nChanged 25
		SP:Iteration 2F (49228.510000 sec): 3 clusters
  Score: Raw -15748.123467 + Penalty 1832.465268 = -13915.658199
  nChanged 16
		SP:Iteration 3F (49228.670000 sec): 3 clusters
  Score: Raw -15814.752512 + Penalty 1832.465268 = -13982.287245
  nChanged 7
		SP:Iteration 4Q (49228.890000 sec): 3 clusters
  Score: Raw -15879.246524 + Penalty 1832.465268 = -14046.781256
  nChanged 5
		SP:Iteration 5Q (49229.110000 sec): 3 clusters
  Score: Raw -15898.047621 + Penalty 1832.465268 = -14065.582353
  nChanged 1
		SP:Iteration 6Q (49229.270000 sec): 3 clusters
  Score: Raw -15901.640349 + Penalty 1832.465268 = -14069.175082
  nChanged 0
		SP:Iteration 7F (49229.390000 sec): 3 clusters
  Score: Raw -15901.640349 + Penalty 1832.465268 = -14069.175082
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 59 (4915 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (49229.530000 sec): 2 clusters
  Score: Raw -597229.983338 + Penalty 1381.257643 = -595848.725695
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (49229.650000 sec): 3 clusters
  Score: Raw -594681.068695 + Penalty 2762.515286 = -591918.553410
  nChanged 1998
		SP:Iteration 1F (49229.830000 sec): 3 clusters
  Score: Raw -595763.879990 + Penalty 2762.515286 = -593001.364704
  nChanged 324
		SP:Iteration 2F (49230.010000 sec): 3 clusters
  Score: Raw -595939.278987 + Penalty 2762.515286 = -593176.763701
  nChanged 297
		SP:Iteration 3F (49230.180000 sec): 3 clusters
  Score: Raw -596105.578893 + Penalty 2762.515286 = -593343.063607
  nChanged 256
		SP:Iteration 4F (49230.360000 sec): 3 clusters
  Score: Raw -596255.011650 + Penalty 2762.515286 = -593492.496365
  nChanged 246
		SP:Iteration 5F (49230.540000 sec): 3 clusters
  Score: Raw -596409.666036 + Penalty 2762.515286 = -593647.150751
  nChanged 241
		SP:Iteration 6Q (49230.730000 sec): 3 clusters
  Score: Raw -596592.050624 + Penalty 2762.515286 = -593829.535339
  nChanged 233
		SP:Iteration 7Q (49230.910000 sec): 3 clusters
  Score: Raw -596763.946734 + Penalty 2762.515286 = -594001.431449
  nChanged 215
		SP:Iteration 8Q (49231.110000 sec): 3 clusters
  Score: Raw -596925.673675 + Penalty 2762.515286 = -594163.158389
  nChanged 187
		SP:Iteration 9Q (49231.280000 sec): 3 clusters
  Score: Raw -597066.181418 + Penalty 2762.515286 = -594303.666132
  nChanged 162
		SP:Iteration 10Q (49231.490000 sec): 3 clusters
  Score: Raw -597188.230978 + Penalty 2762.515286 = -594425.715692
  nChanged 126
		SP:Iteration 11Q (49231.680000 sec): 3 clusters
  Score: Raw -597283.668781 + Penalty 2762.515286 = -594521.153495
  nChanged 90
		SP:Iteration 12Q (49231.880000 sec): 3 clusters
  Score: Raw -597348.224392 + Penalty 2762.515286 = -594585.709107
  nChanged 56
		SP:Iteration 13Q (49232.070000 sec): 3 clusters
  Score: Raw -597385.355760 + Penalty 2762.515286 = -594622.840475
  nChanged 43
		SP:Iteration 14Q (49232.260000 sec): 3 clusters
  Score: Raw -597414.604323 + Penalty 2762.515286 = -594652.089038
  nChanged 32
		SP:Iteration 15Q (49232.550000 sec): 3 clusters
  Score: Raw -597432.812098 + Penalty 2762.515286 = -594670.296813
  nChanged 24
		SP:Iteration 16Q (49232.730000 sec): 3 clusters
  Score: Raw -597447.048778 + Penalty 2762.515286 = -594684.533492
  nChanged 22
		SP:Iteration 17Q (49232.900000 sec): 3 clusters
  Score: Raw -597461.344687 + Penalty 2762.515286 = -594698.829401
  nChanged 16
		SP:Iteration 18Q (49233.080000 sec): 3 clusters
  Score: Raw -597473.160289 + Penalty 2762.515286 = -594710.645004
  nChanged 17
		SP:Iteration 19Q (49233.300000 sec): 3 clusters
  Score: Raw -597486.503334 + Penalty 2762.515286 = -594723.988048
  nChanged 13
		SP:Iteration 20F (49233.460000 sec): 3 clusters
  Score: Raw -597496.243790 + Penalty 2762.515286 = -594733.728504
  nChanged 14
		SP:Iteration 21Q (49233.670000 sec): 3 clusters
  Score: Raw -597508.815339 + Penalty 2762.515286 = -594746.300054
  nChanged 13
		SP:Iteration 22Q (49233.840000 sec): 3 clusters
  Score: Raw -597515.724575 + Penalty 2762.515286 = -594753.209290
  nChanged 9
		SP:Iteration 23Q (49234.060000 sec): 3 clusters
  Score: Raw -597520.700228 + Penalty 2762.515286 = -594758.184942
  nChanged 6
		SP:Iteration 24Q (49234.290000 sec): 3 clusters
  Score: Raw -597524.970205 + Penalty 2762.515286 = -594762.454919
  nChanged 5
		SP:Iteration 25Q (49234.470000 sec): 3 clusters
  Score: Raw -597526.794483 + Penalty 2762.515286 = -594764.279197
  nChanged 3
		SP:Iteration 26Q (49234.640000 sec): 3 clusters
  Score: Raw -597528.137410 + Penalty 2762.515286 = -594765.622124
  nChanged 0
		SP:Iteration 27F (49234.840000 sec): 3 clusters
  Score: Raw -597528.137410 + Penalty 2762.515286 = -594765.622124
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 60 (191 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (49234.970000 sec): 2 clusters
  Score: Raw -11259.420268 + Penalty 853.494432 = -10405.925836
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (49235.100000 sec): 3 clusters
  Score: Raw -11379.624792 + Penalty 1706.988864 = -9672.635928
  nChanged 31
		SP:Iteration 1F (49235.230000 sec): 3 clusters
  Score: Raw -11543.037850 + Penalty 1706.988864 = -9836.048986
  nChanged 10
		SP:Iteration 2F (49235.390000 sec): 3 clusters
  Score: Raw -11625.263813 + Penalty 1706.988864 = -9918.274949
  nChanged 4
		SP:Iteration 3Q (49235.560000 sec): 3 clusters
  Score: Raw -11650.212074 + Penalty 1706.988864 = -9943.223210
  nChanged 2
		SP:Iteration 4Q (49235.690000 sec): 3 clusters
  Score: Raw -11661.348419 + Penalty 1706.988864 = -9954.359555
  nChanged 2
		SP:Iteration 5Q (49235.870000 sec): 3 clusters
  Score: Raw -11663.721278 + Penalty 1706.988864 = -9956.732414
  nChanged 0
		SP:Iteration 6F (49236.070000 sec): 3 clusters
  Score: Raw -11663.721278 + Penalty 1706.988864 = -9956.732414
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 61 (249 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (49236.120000 sec): 2 clusters
  Score: Raw -23322.705491 + Penalty 896.586096 = -22426.119395
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (49236.330000 sec): 3 clusters
  Score: Raw -23443.783719 + Penalty 1793.172191 = -21650.611528
  nChanged 39
		SP:Iteration 1F (49236.450000 sec): 3 clusters
  Score: Raw -23542.962893 + Penalty 1793.172191 = -21749.790701
  nChanged 7
		SP:Iteration 2Q (49236.640000 sec): 3 clusters
  Score: Raw -23568.313776 + Penalty 1793.172191 = -21775.141585
  nChanged 4
		SP:Iteration 3Q (49236.830000 sec): 3 clusters
  Score: Raw -23579.831222 + Penalty 1793.172191 = -21786.659031
  nChanged 3
		SP:Iteration 4Q (49236.970000 sec): 3 clusters
  Score: Raw -23586.884059 + Penalty 1793.172191 = -21793.711868
  nChanged 2
		SP:Iteration 5Q (49237.090000 sec): 3 clusters
  Score: Raw -23591.141733 + Penalty 1793.172191 = -21797.969542
  nChanged 3
		SP:Iteration 6Q (49237.200000 sec): 3 clusters
  Score: Raw -23595.160038 + Penalty 1793.172191 = -21801.987847
  nChanged 0
		SP:Iteration 7F (49237.370000 sec): 3 clusters
  Score: Raw -23595.160038 + Penalty 1793.172191 = -21801.987847
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 62 (273 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (49237.490000 sec): 2 clusters
  Score: Raw -20081.982847 + Penalty 911.539167 = -19170.443681
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (49237.610000 sec): 3 clusters
  Score: Raw -20118.599518 + Penalty 1823.078333 = -18295.521184
  nChanged 64
		SP:Iteration 1F (49237.810000 sec): 3 clusters
  Score: Raw -20263.815144 + Penalty 1823.078333 = -18440.736810
  nChanged 11
		SP:Iteration 2Q (49237.950000 sec): 3 clusters
  Score: Raw -20290.848037 + Penalty 1823.078333 = -18467.769704
  nChanged 8
		SP:Iteration 3Q (49238.110000 sec): 3 clusters
  Score: Raw -20320.620288 + Penalty 1823.078333 = -18497.541954
  nChanged 3
		SP:Iteration 4Q (49238.350000 sec): 3 clusters
  Score: Raw -20328.124843 + Penalty 1823.078333 = -18505.046510
  nChanged 2
		SP:Iteration 5Q (49238.520000 sec): 3 clusters
  Score: Raw -20336.324640 + Penalty 1823.078333 = -18513.246306
  nChanged 2
		SP:Iteration 6Q (49238.640000 sec): 3 clusters
  Score: Raw -20339.622591 + Penalty 1823.078333 = -18516.544258
  nChanged 0
		SP:Iteration 7F (49238.770000 sec): 3 clusters
  Score: Raw -20339.622591 + Penalty 1823.078333 = -18516.544258
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 63 (3736 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (49238.870000 sec): 2 clusters
  Score: Raw -505445.956258 + Penalty 1336.687755 = -504109.268503
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (49239.050000 sec): 3 clusters
  Score: Raw -503616.613164 + Penalty 2673.375510 = -500943.237654
  nChanged 1443
		SP:Iteration 1F (49239.240000 sec): 3 clusters
  Score: Raw -504371.497370 + Penalty 2673.375510 = -501698.121860
  nChanged 290
		SP:Iteration 2F (49239.420000 sec): 3 clusters
  Score: Raw -504517.857882 + Penalty 2673.375510 = -501844.482372
  nChanged 199
		SP:Iteration 3F (49239.590000 sec): 3 clusters
  Score: Raw -504631.526048 + Penalty 2673.375510 = -501958.150538
  nChanged 159
		SP:Iteration 4Q (49239.730000 sec): 3 clusters
  Score: Raw -504750.340716 + Penalty 2673.375510 = -502076.965206
  nChanged 162
		SP:Iteration 5Q (49239.870000 sec): 3 clusters
  Score: Raw -504870.182225 + Penalty 2673.375510 = -502196.806715
  nChanged 173
		SP:Iteration 6Q (49240.060000 sec): 3 clusters
  Score: Raw -504984.277147 + Penalty 2673.375510 = -502310.901637
  nChanged 153
		SP:Iteration 7Q (49240.190000 sec): 3 clusters
  Score: Raw -505086.475021 + Penalty 2673.375510 = -502413.099511
  nChanged 143
		SP:Iteration 8Q (49240.370000 sec): 3 clusters
  Score: Raw -505194.891530 + Penalty 2673.375510 = -502521.516020
  nChanged 149
		SP:Iteration 9Q (49240.450000 sec): 3 clusters
  Score: Raw -505298.636754 + Penalty 2673.375510 = -502625.261244
  nChanged 137
		SP:Iteration 10Q (49240.650000 sec): 3 clusters
  Score: Raw -505404.845385 + Penalty 2673.375510 = -502731.469876
  nChanged 136
		SP:Iteration 11Q (49240.820000 sec): 3 clusters
  Score: Raw -505533.969855 + Penalty 2673.375510 = -502860.594345
  nChanged 125
		SP:Iteration 12Q (49240.920000 sec): 3 clusters
  Score: Raw -505648.143162 + Penalty 2673.375510 = -502974.767652
  nChanged 111
		SP:Iteration 13Q (49241.110000 sec): 3 clusters
  Score: Raw -505752.700120 + Penalty 2673.375510 = -503079.324610
  nChanged 118
		SP:Iteration 14Q (49241.260000 sec): 3 clusters
  Score: Raw -505859.898161 + Penalty 2673.375510 = -503186.522651
  nChanged 98
		SP:Iteration 15Q (49241.440000 sec): 3 clusters
  Score: Raw -505945.410751 + Penalty 2673.375510 = -503272.035241
  nChanged 77
		SP:Iteration 16Q (49241.600000 sec): 3 clusters
  Score: Raw -506010.500998 + Penalty 2673.375510 = -503337.125488
  nChanged 62
		SP:Iteration 17Q (49241.780000 sec): 3 clusters
  Score: Raw -506061.382444 + Penalty 2673.375510 = -503388.006934
  nChanged 44
		SP:Iteration 18Q (49241.980000 sec): 3 clusters
  Score: Raw -506102.315876 + Penalty 2673.375510 = -503428.940366
  nChanged 55
		SP:Iteration 19Q (49242.130000 sec): 3 clusters
  Score: Raw -506147.430838 + Penalty 2673.375510 = -503474.055328
  nChanged 30
		SP:Iteration 20F (49242.240000 sec): 3 clusters
  Score: Raw -506169.702811 + Penalty 2673.375510 = -503496.327302
  nChanged 19
		SP:Iteration 21Q (49242.380000 sec): 3 clusters
  Score: Raw -506181.102999 + Penalty 2673.375510 = -503507.727489
  nChanged 14
		SP:Iteration 22Q (49242.540000 sec): 3 clusters
  Score: Raw -506189.397807 + Penalty 2673.375510 = -503516.022297
  nChanged 6
		SP:Iteration 23Q (49242.680000 sec): 3 clusters
  Score: Raw -506191.592929 + Penalty 2673.375510 = -503518.217419
  nChanged 4
		SP:Iteration 24Q (49242.860000 sec): 3 clusters
  Score: Raw -506194.078078 + Penalty 2673.375510 = -503520.702568
  nChanged 5
		SP:Iteration 25Q (49243.050000 sec): 3 clusters
  Score: Raw -506197.068361 + Penalty 2673.375510 = -503523.692851
  nChanged 7
		SP:Iteration 26Q (49243.200000 sec): 3 clusters
  Score: Raw -506199.855085 + Penalty 2673.375510 = -503526.479575
  nChanged 5
		SP:Iteration 27Q (49243.420000 sec): 3 clusters
  Score: Raw -506203.735572 + Penalty 2673.375510 = -503530.360062
  nChanged 5
		SP:Iteration 28Q (49243.560000 sec): 3 clusters
  Score: Raw -506207.722039 + Penalty 2673.375510 = -503534.346529
  nChanged 3
		SP:Iteration 29Q (49243.700000 sec): 3 clusters
  Score: Raw -506208.791754 + Penalty 2673.375510 = -503535.416245
  nChanged 1
		SP:Iteration 30Q (49243.850000 sec): 3 clusters
  Score: Raw -506208.965651 + Penalty 2673.375510 = -503535.590141
  nChanged 1
		SP:Iteration 31Q (49244.030000 sec): 3 clusters
  Score: Raw -506209.128783 + Penalty 2673.375510 = -503535.753273
  nChanged 0
		SP:Iteration 32F (49244.220000 sec): 3 clusters
  Score: Raw -506209.128783 + Penalty 2673.375510 = -503535.753273
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 64 (10982 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (49244.380000 sec): 2 clusters
  Score: Raw -1323316.566377 + Penalty 1511.902088 = -1321804.664289
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (49244.590000 sec): 3 clusters
  Score: Raw -1317132.093863 + Penalty 3023.804176 = -1314108.289687
  nChanged 4761
		SP:Iteration 1F (49244.840000 sec): 3 clusters
  Score: Raw -1319783.361133 + Penalty 3023.804176 = -1316759.556957
  nChanged 677
		SP:Iteration 2F (49245.040000 sec): 3 clusters
  Score: Raw -1320078.550604 + Penalty 3023.804176 = -1317054.746428
  nChanged 539
		SP:Iteration 3Q (49245.270000 sec): 3 clusters
  Score: Raw -1320326.994738 + Penalty 3023.804176 = -1317303.190562
  nChanged 484
		SP:Iteration 4Q (49245.500000 sec): 3 clusters
  Score: Raw -1320542.041594 + Penalty 3023.804176 = -1317518.237419
  nChanged 472
		SP:Iteration 5Q (49245.820000 sec): 3 clusters
  Score: Raw -1320775.692285 + Penalty 3023.804176 = -1317751.888109
  nChanged 488
		SP:Iteration 6Q (49246.050000 sec): 3 clusters
  Score: Raw -1321071.331112 + Penalty 3023.804176 = -1318047.526936
  nChanged 527
		SP:Iteration 7Q (49246.240000 sec): 3 clusters
  Score: Raw -1321437.908600 + Penalty 3023.804176 = -1318414.104425
  nChanged 535
		SP:Iteration 8Q (49246.510000 sec): 3 clusters
  Score: Raw -1321788.225307 + Penalty 3023.804176 = -1318764.421132
  nChanged 445
		SP:Iteration 9Q (49246.780000 sec): 3 clusters
  Score: Raw -1322040.178270 + Penalty 3023.804176 = -1319016.374094
  nChanged 368
		SP:Iteration 10Q (49247.040000 sec): 3 clusters
  Score: Raw -1322225.237749 + Penalty 3023.804176 = -1319201.433574
  nChanged 298
		SP:Iteration 11Q (49247.240000 sec): 3 clusters
  Score: Raw -1322354.850412 + Penalty 3023.804176 = -1319331.046236
  nChanged 210
		SP:Iteration 12Q (49247.510000 sec): 3 clusters
  Score: Raw -1322429.252496 + Penalty 3023.804176 = -1319405.448321
  nChanged 153
		SP:Iteration 13Q (49247.700000 sec): 3 clusters
  Score: Raw -1322474.489326 + Penalty 3023.804176 = -1319450.685150
  nChanged 120
		SP:Iteration 14Q (49247.920000 sec): 3 clusters
  Score: Raw -1322505.974051 + Penalty 3023.804176 = -1319482.169875
  nChanged 110
		SP:Iteration 15Q (49248.140000 sec): 3 clusters
  Score: Raw -1322535.939334 + Penalty 3023.804176 = -1319512.135158
  nChanged 105
		SP:Iteration 16Q (49248.340000 sec): 3 clusters
  Score: Raw -1322565.570724 + Penalty 3023.804176 = -1319541.766548
  nChanged 101
		SP:Iteration 17Q (49248.530000 sec): 3 clusters
  Score: Raw -1322596.297479 + Penalty 3023.804176 = -1319572.493303
  nChanged 86
		SP:Iteration 18Q (49248.800000 sec): 3 clusters
  Score: Raw -1322623.117530 + Penalty 3023.804176 = -1319599.313355
  nChanged 92
		SP:Iteration 19Q (49249.010000 sec): 3 clusters
  Score: Raw -1322651.120792 + Penalty 3023.804176 = -1319627.316616
  nChanged 79
		SP:Iteration 20F (49249.250000 sec): 3 clusters
  Score: Raw -1322673.435440 + Penalty 3023.804176 = -1319649.631264
  nChanged 82
		SP:Iteration 21Q (49249.490000 sec): 3 clusters
  Score: Raw -1322696.173305 + Penalty 3023.804176 = -1319672.369130
  nChanged 81
		SP:Iteration 22Q (49249.730000 sec): 3 clusters
  Score: Raw -1322713.510892 + Penalty 3023.804176 = -1319689.706716
  nChanged 66
		SP:Iteration 23Q (49249.970000 sec): 3 clusters
  Score: Raw -1322728.540669 + Penalty 3023.804176 = -1319704.736493
  nChanged 61
		SP:Iteration 24Q (49250.210000 sec): 3 clusters
  Score: Raw -1322744.317034 + Penalty 3023.804176 = -1319720.512858
  nChanged 57
		SP:Iteration 25Q (49250.450000 sec): 3 clusters
  Score: Raw -1322757.062144 + Penalty 3023.804176 = -1319733.257969
  nChanged 64
		SP:Iteration 26Q (49250.730000 sec): 3 clusters
  Score: Raw -1322772.923101 + Penalty 3023.804176 = -1319749.118926
  nChanged 77
		SP:Iteration 27Q (49250.930000 sec): 3 clusters
  Score: Raw -1322792.882979 + Penalty 3023.804176 = -1319769.078804
  nChanged 76
		SP:Iteration 28Q (49251.180000 sec): 3 clusters
  Score: Raw -1322813.561135 + Penalty 3023.804176 = -1319789.756959
  nChanged 69
		SP:Iteration 29Q (49251.420000 sec): 3 clusters
  Score: Raw -1322836.929720 + Penalty 3023.804176 = -1319813.125544
  nChanged 77
		SP:Iteration 30Q (49251.660000 sec): 3 clusters
  Score: Raw -1322864.933372 + Penalty 3023.804176 = -1319841.129197
  nChanged 96
		SP:Iteration 31Q (49251.900000 sec): 3 clusters
  Score: Raw -1322899.850415 + Penalty 3023.804176 = -1319876.046239
  nChanged 95
		SP:Iteration 32Q (49252.110000 sec): 3 clusters
  Score: Raw -1322936.263674 + Penalty 3023.804176 = -1319912.459498
  nChanged 96
		SP:Iteration 33Q (49252.350000 sec): 3 clusters
  Score: Raw -1322968.564348 + Penalty 3023.804176 = -1319944.760172
  nChanged 83
		SP:Iteration 34Q (49252.620000 sec): 3 clusters
  Score: Raw -1322999.658737 + Penalty 3023.804176 = -1319975.854562
  nChanged 78
		SP:Iteration 35Q (49252.790000 sec): 3 clusters
  Score: Raw -1323024.755258 + Penalty 3023.804176 = -1320000.951082
  nChanged 65
		SP:Iteration 36Q (49253.030000 sec): 3 clusters
  Score: Raw -1323039.822825 + Penalty 3023.804176 = -1320016.018650
  nChanged 46
		SP:Iteration 37Q (49253.270000 sec): 3 clusters
  Score: Raw -1323049.227035 + Penalty 3023.804176 = -1320025.422859
  nChanged 50
		SP:Iteration 38Q (49253.510000 sec): 3 clusters
  Score: Raw -1323061.450854 + Penalty 3023.804176 = -1320037.646678
  nChanged 51
		SP:Iteration 39Q (49253.750000 sec): 3 clusters
  Score: Raw -1323074.800121 + Penalty 3023.804176 = -1320050.995945
  nChanged 53
		SP:Iteration 40F (49254.000000 sec): 3 clusters
  Score: Raw -1323090.776212 + Penalty 3023.804176 = -1320066.972037
  nChanged 53
		SP:Iteration 41Q (49254.240000 sec): 3 clusters
  Score: Raw -1323105.481156 + Penalty 3023.804176 = -1320081.676981
  nChanged 36
		SP:Iteration 42Q (49254.470000 sec): 3 clusters
  Score: Raw -1323114.122220 + Penalty 3023.804176 = -1320090.318044
  nChanged 25
		SP:Iteration 43Q (49254.640000 sec): 3 clusters
  Score: Raw -1323119.373781 + Penalty 3023.804176 = -1320095.569606
  nChanged 24
		SP:Iteration 44Q (49254.870000 sec): 3 clusters
  Score: Raw -1323124.823937 + Penalty 3023.804176 = -1320101.019762
  nChanged 31
		SP:Iteration 45Q (49255.080000 sec): 3 clusters
  Score: Raw -1323132.893309 + Penalty 3023.804176 = -1320109.089134
  nChanged 31
		SP:Iteration 46Q (49255.270000 sec): 3 clusters
  Score: Raw -1323139.650736 + Penalty 3023.804176 = -1320115.846560
  nChanged 30
		SP:Iteration 47Q (49255.500000 sec): 3 clusters
  Score: Raw -1323146.840134 + Penalty 3023.804176 = -1320123.035958
  nChanged 25
		SP:Iteration 48Q (49255.760000 sec): 3 clusters
  Score: Raw -1323151.132795 + Penalty 3023.804176 = -1320127.328619
  nChanged 20
		SP:Iteration 49Q (49256.000000 sec): 3 clusters
  Score: Raw -1323154.736740 + Penalty 3023.804176 = -1320130.932564
  nChanged 23
		SP:Iteration 50Q (49256.240000 sec): 3 clusters
  Score: Raw -1323158.774552 + Penalty 3023.804176 = -1320134.970377
  nChanged 20
		SP:Iteration 51Q (49256.510000 sec): 3 clusters
  Score: Raw -1323162.361410 + Penalty 3023.804176 = -1320138.557234
  nChanged 21
		SP:Iteration 52Q (49256.700000 sec): 3 clusters
  Score: Raw -1323165.957600 + Penalty 3023.804176 = -1320142.153425
  nChanged 20
		SP:Iteration 53Q (49256.910000 sec): 3 clusters
  Score: Raw -1323169.809383 + Penalty 3023.804176 = -1320146.005207
  nChanged 19
		SP:Iteration 54Q (49257.170000 sec): 3 clusters
  Score: Raw -1323174.335580 + Penalty 3023.804176 = -1320150.531405
  nChanged 22
		SP:Iteration 55Q (49257.440000 sec): 3 clusters
  Score: Raw -1323178.225875 + Penalty 3023.804176 = -1320154.421700
  nChanged 16
		SP:Iteration 56Q (49257.640000 sec): 3 clusters
  Score: Raw -1323181.780253 + Penalty 3023.804176 = -1320157.976078
  nChanged 12
		SP:Iteration 57Q (49257.930000 sec): 3 clusters
  Score: Raw -1323184.138668 + Penalty 3023.804176 = -1320160.334492
  nChanged 12
		SP:Iteration 58Q (49258.130000 sec): 3 clusters
  Score: Raw -1323185.988077 + Penalty 3023.804176 = -1320162.183902
  nChanged 16
		SP:Iteration 59Q (49258.400000 sec): 3 clusters
  Score: Raw -1323189.891539 + Penalty 3023.804176 = -1320166.087363
  nChanged 23
		SP:Iteration 60F (49258.590000 sec): 3 clusters
  Score: Raw -1323194.060271 + Penalty 3023.804176 = -1320170.256095
  nChanged 17
		SP:Iteration 61Q (49258.830000 sec): 3 clusters
  Score: Raw -1323197.251425 + Penalty 3023.804176 = -1320173.447249
  nChanged 13
		SP:Iteration 62Q (49259.010000 sec): 3 clusters
  Score: Raw -1323199.518569 + Penalty 3023.804176 = -1320175.714393
  nChanged 9
		SP:Iteration 63Q (49259.330000 sec): 3 clusters
  Score: Raw -1323201.386280 + Penalty 3023.804176 = -1320177.582104
  nChanged 8
		SP:Iteration 64Q (49259.530000 sec): 3 clusters
  Score: Raw -1323203.059310 + Penalty 3023.804176 = -1320179.255135
  nChanged 8
		SP:Iteration 65Q (49259.690000 sec): 3 clusters
  Score: Raw -1323204.978526 + Penalty 3023.804176 = -1320181.174351
  nChanged 7
		SP:Iteration 66Q (49259.850000 sec): 3 clusters
  Score: Raw -1323205.842456 + Penalty 3023.804176 = -1320182.038280
  nChanged 4
		SP:Iteration 67Q (49260.060000 sec): 3 clusters
  Score: Raw -1323206.366107 + Penalty 3023.804176 = -1320182.561932
  nChanged 1
		SP:Iteration 68Q (49260.280000 sec): 3 clusters
  Score: Raw -1323206.636783 + Penalty 3023.804176 = -1320182.832608
  nChanged 2
		SP:Iteration 69Q (49260.560000 sec): 3 clusters
  Score: Raw -1323206.851961 + Penalty 3023.804176 = -1320183.047785
  nChanged 2
		SP:Iteration 70Q (49260.790000 sec): 3 clusters
  Score: Raw -1323207.227719 + Penalty 3023.804176 = -1320183.423543
  nChanged 3
		SP:Iteration 71Q (49261.030000 sec): 3 clusters
  Score: Raw -1323207.552803 + Penalty 3023.804176 = -1320183.748627
  nChanged 6
		SP:Iteration 72Q (49261.320000 sec): 3 clusters
  Score: Raw -1323208.376803 + Penalty 3023.804176 = -1320184.572627
  nChanged 8
		SP:Iteration 73Q (49261.470000 sec): 3 clusters
  Score: Raw -1323209.372271 + Penalty 3023.804176 = -1320185.568095
  nChanged 5
		SP:Iteration 74Q (49261.710000 sec): 3 clusters
  Score: Raw -1323209.987563 + Penalty 3023.804176 = -1320186.183387
  nChanged 5
		SP:Iteration 75Q (49261.940000 sec): 3 clusters
  Score: Raw -1323211.406275 + Penalty 3023.804176 = -1320187.602100
  nChanged 10
		SP:Iteration 76Q (49262.150000 sec): 3 clusters
  Score: Raw -1323213.503194 + Penalty 3023.804176 = -1320189.699019
  nChanged 9
		SP:Iteration 77Q (49262.390000 sec): 3 clusters
  Score: Raw -1323215.332385 + Penalty 3023.804176 = -1320191.528210
  nChanged 6
		SP:Iteration 78Q (49262.630000 sec): 3 clusters
  Score: Raw -1323215.870951 + Penalty 3023.804176 = -1320192.066775
  nChanged 5
		SP:Iteration 79Q (49262.870000 sec): 3 clusters
  Score: Raw -1323216.457409 + Penalty 3023.804176 = -1320192.653234
  nChanged 5
		SP:Iteration 80F (49263.120000 sec): 3 clusters
  Score: Raw -1323217.189452 + Penalty 3023.804176 = -1320193.385277
  nChanged 2
		SP:Iteration 81Q (49263.390000 sec): 3 clusters
  Score: Raw -1323217.369391 + Penalty 3023.804176 = -1320193.565216
  nChanged 2
		SP:Iteration 82Q (49263.670000 sec): 3 clusters
  Score: Raw -1323217.549513 + Penalty 3023.804176 = -1320193.745337
  nChanged 2
		SP:Iteration 83Q (49263.910000 sec): 3 clusters
  Score: Raw -1323217.762689 + Penalty 3023.804176 = -1320193.958513
  nChanged 4
		SP:Iteration 84Q (49264.180000 sec): 3 clusters
  Score: Raw -1323218.088861 + Penalty 3023.804176 = -1320194.284685
  nChanged 3
		SP:Iteration 85Q (49264.450000 sec): 3 clusters
  Score: Raw -1323218.753324 + Penalty 3023.804176 = -1320194.949148
  nChanged 2
		SP:Iteration 86Q (49264.660000 sec): 3 clusters
  Score: Raw -1323218.972507 + Penalty 3023.804176 = -1320195.168332
  nChanged 2
		SP:Iteration 87Q (49264.860000 sec): 3 clusters
  Score: Raw -1323219.451536 + Penalty 3023.804176 = -1320195.647361
  nChanged 2
		SP:Iteration 88Q (49265.110000 sec): 3 clusters
  Score: Raw -1323219.555373 + Penalty 3023.804176 = -1320195.751197
  nChanged 0
		SP:Iteration 89F (49265.340000 sec): 3 clusters
  Score: Raw -1323219.555373 + Penalty 3023.804176 = -1320195.751197
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 65 (127 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (49265.460000 sec): 2 clusters
  Score: Raw -7426.605536 + Penalty 787.180402 = -6639.425134
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (49265.610000 sec): 3 clusters
  Score: Raw -7740.013374 + Penalty 1574.360803 = -6165.652571
  nChanged 17
		SP:Iteration 1F (49265.780000 sec): 3 clusters
  Score: Raw -7832.660796 + Penalty 1574.360803 = -6258.299993
  nChanged 7
		SP:Iteration 2F (49265.960000 sec): 3 clusters
  Score: Raw -7887.749366 + Penalty 1574.360803 = -6313.388563
  nChanged 3
		SP:Iteration 3Q (49266.080000 sec): 3 clusters
  Score: Raw -7913.407567 + Penalty 1574.360803 = -6339.046763
  nChanged 2
		SP:Iteration 4Q (49266.230000 sec): 3 clusters
  Score: Raw -7930.854043 + Penalty 1574.360803 = -6356.493240
  nChanged 0
		SP:Iteration 5F (49266.330000 sec): 3 clusters
  Score: Raw -7930.854043 + Penalty 1574.360803 = -6356.493240
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 66 (578 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (49266.420000 sec): 2 clusters
  Score: Raw -70878.238301 + Penalty 1033.430754 = -69844.807547
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (49266.550000 sec): 3 clusters
  Score: Raw -70762.024489 + Penalty 2066.861507 = -68695.162982
  nChanged 135
		SP:Iteration 1F (49266.720000 sec): 3 clusters
  Score: Raw -70993.007327 + Penalty 2066.861507 = -68926.145820
  nChanged 47
		SP:Iteration 2F (49266.900000 sec): 3 clusters
  Score: Raw -71106.103925 + Penalty 2066.861507 = -69039.242418
  nChanged 29
		SP:Iteration 3F (49267.080000 sec): 3 clusters
  Score: Raw -71160.453479 + Penalty 2066.861507 = -69093.591971
  nChanged 16
		SP:Iteration 4Q (49267.210000 sec): 3 clusters
  Score: Raw -71187.570532 + Penalty 2066.861507 = -69120.709024
  nChanged 12
		SP:Iteration 5Q (49267.330000 sec): 3 clusters
  Score: Raw -71212.067046 + Penalty 2066.861507 = -69145.205539
  nChanged 11
		SP:Iteration 6Q (49267.470000 sec): 3 clusters
  Score: Raw -71237.351239 + Penalty 2066.861507 = -69170.489731
  nChanged 10
		SP:Iteration 7Q (49267.660000 sec): 3 clusters
  Score: Raw -71251.975120 + Penalty 2066.861507 = -69185.113612
  nChanged 3
		SP:Iteration 8Q (49267.880000 sec): 3 clusters
  Score: Raw -71254.666762 + Penalty 2066.861507 = -69187.805255
  nChanged 0
		SP:Iteration 9F (49268.080000 sec): 3 clusters
  Score: Raw -71254.666762 + Penalty 2066.861507 = -69187.805255
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 67 (248 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (49268.150000 sec): 2 clusters
  Score: Raw -20824.958972 + Penalty 895.932171 = -19929.026801
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (49268.340000 sec): 3 clusters
  Score: Raw -20953.343936 + Penalty 1791.864343 = -19161.479594
  nChanged 44
		SP:Iteration 1F (49268.510000 sec): 3 clusters
  Score: Raw -21049.456171 + Penalty 1791.864343 = -19257.591829
  nChanged 10
		SP:Iteration 2Q (49268.700000 sec): 3 clusters
  Score: Raw -21067.748722 + Penalty 1791.864343 = -19275.884379
  nChanged 6
		SP:Iteration 3Q (49268.820000 sec): 3 clusters
  Score: Raw -21080.150193 + Penalty 1791.864343 = -19288.285850
  nChanged 5
		SP:Iteration 4Q (49269.010000 sec): 3 clusters
  Score: Raw -21087.091984 + Penalty 1791.864343 = -19295.227642
  nChanged 5
		SP:Iteration 5Q (49269.200000 sec): 3 clusters
  Score: Raw -21092.982296 + Penalty 1791.864343 = -19301.117953
  nChanged 2
		SP:Iteration 6Q (49269.370000 sec): 3 clusters
  Score: Raw -21094.137473 + Penalty 1791.864343 = -19302.273130
  nChanged 0
		SP:Iteration 7F (49269.530000 sec): 3 clusters
  Score: Raw -21094.137473 + Penalty 1791.864343 = -19302.273130
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 68 (217 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (49269.630000 sec): 2 clusters
  Score: Raw -11111.793614 + Penalty 874.233320 = -10237.560294
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (49269.850000 sec): 3 clusters
  Score: Raw -11214.906817 + Penalty 1748.466640 = -9466.440178
  nChanged 46
		SP:Iteration 1F (49270.020000 sec): 3 clusters
  Score: Raw -11446.399760 + Penalty 1748.466640 = -9697.933121
  nChanged 19
		SP:Iteration 2F (49270.210000 sec): 3 clusters
  Score: Raw -11541.308406 + Penalty 1748.466640 = -9792.841766
  nChanged 12
		SP:Iteration 3F (49270.340000 sec): 3 clusters
  Score: Raw -11612.009019 + Penalty 1748.466640 = -9863.542379
  nChanged 6
		SP:Iteration 4Q (49270.460000 sec): 3 clusters
  Score: Raw -11650.634896 + Penalty 1748.466640 = -9902.168256
  nChanged 1
		SP:Iteration 5Q (49270.620000 sec): 3 clusters
  Score: Raw -11653.114116 + Penalty 1748.466640 = -9904.647476
  nChanged 0
		SP:Iteration 6F (49270.790000 sec): 3 clusters
  Score: Raw -11653.114116 + Penalty 1748.466640 = -9904.647476
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 69 (9314 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (49270.930000 sec): 2 clusters
  Score: Raw -1165557.342907 + Penalty 1485.132013 = -1164072.210894
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (49271.190000 sec): 3 clusters
  Score: Raw -1160335.924205 + Penalty 2970.264025 = -1157365.660179
  nChanged 4023
		SP:Iteration 1F (49271.390000 sec): 3 clusters
  Score: Raw -1162553.125414 + Penalty 2970.264025 = -1159582.861389
  nChanged 648
		SP:Iteration 2F (49271.600000 sec): 3 clusters
  Score: Raw -1162978.120154 + Penalty 2970.264025 = -1160007.856129
  nChanged 615
		SP:Iteration 3F (49271.810000 sec): 3 clusters
  Score: Raw -1163414.065597 + Penalty 2970.264025 = -1160443.801572
  nChanged 610
		SP:Iteration 4F (49272.000000 sec): 3 clusters
  Score: Raw -1163887.625725 + Penalty 2970.264025 = -1160917.361700
  nChanged 693
		SP:Iteration 5F (49272.240000 sec): 3 clusters
  Score: Raw -1164505.314937 + Penalty 2970.264025 = -1161535.050912
  nChanged 682
		SP:Iteration 6F (49272.480000 sec): 3 clusters
  Score: Raw -1165088.309023 + Penalty 2970.264025 = -1162118.044997
  nChanged 580
		SP:Iteration 7F (49272.740000 sec): 3 clusters
  Score: Raw -1165536.386873 + Penalty 2970.264025 = -1162566.122848
  nChanged 423
		SP:Iteration 8Q (49272.970000 sec): 3 clusters
  Score: Raw -1165774.161874 + Penalty 2970.264025 = -1162803.897849
  nChanged 257
		SP:Iteration 9Q (49273.110000 sec): 3 clusters
  Score: Raw -1165881.973725 + Penalty 2970.264025 = -1162911.709700
  nChanged 180
		SP:Iteration 10Q (49273.320000 sec): 3 clusters
  Score: Raw -1165955.629016 + Penalty 2970.264025 = -1162985.364991
  nChanged 131
		SP:Iteration 11Q (49273.550000 sec): 3 clusters
  Score: Raw -1166001.981285 + Penalty 2970.264025 = -1163031.717260
  nChanged 90
		SP:Iteration 12Q (49273.700000 sec): 3 clusters
  Score: Raw -1166027.376384 + Penalty 2970.264025 = -1163057.112359
  nChanged 70
		SP:Iteration 13Q (49273.920000 sec): 3 clusters
  Score: Raw -1166048.958990 + Penalty 2970.264025 = -1163078.694965
  nChanged 61
		SP:Iteration 14Q (49274.120000 sec): 3 clusters
  Score: Raw -1166066.074098 + Penalty 2970.264025 = -1163095.810073
  nChanged 52
		SP:Iteration 15Q (49274.360000 sec): 3 clusters
  Score: Raw -1166079.064907 + Penalty 2970.264025 = -1163108.800882
  nChanged 35
		SP:Iteration 16Q (49274.560000 sec): 3 clusters
  Score: Raw -1166087.149544 + Penalty 2970.264025 = -1163116.885518
  nChanged 37
		SP:Iteration 17Q (49274.820000 sec): 3 clusters
  Score: Raw -1166096.207455 + Penalty 2970.264025 = -1163125.943430
  nChanged 32
		SP:Iteration 18Q (49275.070000 sec): 3 clusters
  Score: Raw -1166105.687213 + Penalty 2970.264025 = -1163135.423188
  nChanged 41
		SP:Iteration 19Q (49275.220000 sec): 3 clusters
  Score: Raw -1166115.392017 + Penalty 2970.264025 = -1163145.127992
  nChanged 34
		SP:Iteration 20F (49275.470000 sec): 3 clusters
  Score: Raw -1166122.596731 + Penalty 2970.264025 = -1163152.332706
  nChanged 24
		SP:Iteration 21Q (49275.690000 sec): 3 clusters
  Score: Raw -1166127.916613 + Penalty 2970.264025 = -1163157.652588
  nChanged 26
		SP:Iteration 22Q (49275.910000 sec): 3 clusters
  Score: Raw -1166134.549273 + Penalty 2970.264025 = -1163164.285248
  nChanged 28
		SP:Iteration 23Q (49276.110000 sec): 3 clusters
  Score: Raw -1166139.975612 + Penalty 2970.264025 = -1163169.711587
  nChanged 16
		SP:Iteration 24Q (49276.280000 sec): 3 clusters
  Score: Raw -1166143.400883 + Penalty 2970.264025 = -1163173.136858
  nChanged 16
		SP:Iteration 25Q (49276.540000 sec): 3 clusters
  Score: Raw -1166147.361117 + Penalty 2970.264025 = -1163177.097092
  nChanged 18
		SP:Iteration 26Q (49276.740000 sec): 3 clusters
  Score: Raw -1166151.317927 + Penalty 2970.264025 = -1163181.053901
  nChanged 13
		SP:Iteration 27Q (49277.010000 sec): 3 clusters
  Score: Raw -1166153.979673 + Penalty 2970.264025 = -1163183.715648
  nChanged 15
		SP:Iteration 28Q (49277.200000 sec): 3 clusters
  Score: Raw -1166157.295309 + Penalty 2970.264025 = -1163187.031284
  nChanged 10
		SP:Iteration 29Q (49277.400000 sec): 3 clusters
  Score: Raw -1166159.666637 + Penalty 2970.264025 = -1163189.402612
  nChanged 8
		SP:Iteration 30Q (49277.650000 sec): 3 clusters
  Score: Raw -1166160.972222 + Penalty 2970.264025 = -1163190.708197
  nChanged 3
		SP:Iteration 31Q (49277.870000 sec): 3 clusters
  Score: Raw -1166161.452713 + Penalty 2970.264025 = -1163191.188687
  nChanged 3
		SP:Iteration 32Q (49278.140000 sec): 3 clusters
  Score: Raw -1166161.917923 + Penalty 2970.264025 = -1163191.653898
  nChanged 2
		SP:Iteration 33Q (49278.440000 sec): 3 clusters
  Score: Raw -1166162.487000 + Penalty 2970.264025 = -1163192.222975
  nChanged 4
		SP:Iteration 34Q (49278.660000 sec): 3 clusters
  Score: Raw -1166163.330016 + Penalty 2970.264025 = -1163193.065991
  nChanged 7
		SP:Iteration 35Q (49278.920000 sec): 3 clusters
  Score: Raw -1166164.410367 + Penalty 2970.264025 = -1163194.146342
  nChanged 6
		SP:Iteration 36Q (49279.150000 sec): 3 clusters
  Score: Raw -1166165.290810 + Penalty 2970.264025 = -1163195.026785
  nChanged 4
		SP:Iteration 37Q (49279.400000 sec): 3 clusters
  Score: Raw -1166165.990411 + Penalty 2970.264025 = -1163195.726386
  nChanged 1
		SP:Iteration 38Q (49279.660000 sec): 3 clusters
  Score: Raw -1166166.093767 + Penalty 2970.264025 = -1163195.829742
  nChanged 0
		SP:Iteration 39F (49279.870000 sec): 3 clusters
  Score: Raw -1166166.093767 + Penalty 2970.264025 = -1163195.829742
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 70 (300 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (49279.960000 sec): 2 clusters
  Score: Raw -35990.965450 + Penalty 926.864652 = -35064.100798
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (49280.100000 sec): 3 clusters
  Score: Raw -36071.187866 + Penalty 1853.729304 = -34217.458561
  nChanged 58
		SP:Iteration 1F (49280.260000 sec): 3 clusters
  Score: Raw -36238.519977 + Penalty 1853.729304 = -34384.790673
  nChanged 27
		SP:Iteration 2F (49280.440000 sec): 3 clusters
  Score: Raw -36361.135564 + Penalty 1853.729304 = -34507.406260
  nChanged 15
		SP:Iteration 3Q (49280.600000 sec): 3 clusters
  Score: Raw -36469.752303 + Penalty 1853.729304 = -34616.022999
  nChanged 9
		SP:Iteration 4Q (49280.760000 sec): 3 clusters
  Score: Raw -36552.007507 + Penalty 1853.729304 = -34698.278203
  nChanged 7
		SP:Iteration 5Q (49280.920000 sec): 3 clusters
  Score: Raw -36620.931173 + Penalty 1853.729304 = -34767.201869
  nChanged 8
		SP:Iteration 6Q (49281.150000 sec): 3 clusters
  Score: Raw -36666.753417 + Penalty 1853.729304 = -34813.024113
  nChanged 4
		SP:Iteration 7Q (49281.350000 sec): 3 clusters
  Score: Raw -36676.221787 + Penalty 1853.729304 = -34822.492483
  nChanged 3
		SP:Iteration 8Q (49281.480000 sec): 3 clusters
  Score: Raw -36685.285988 + Penalty 1853.729304 = -34831.556684
  nChanged 2
		SP:Iteration 9Q (49281.600000 sec): 3 clusters
  Score: Raw -36695.725760 + Penalty 1853.729304 = -34841.996456
  nChanged 1
		SP:Iteration 10Q (49281.730000 sec): 3 clusters
  Score: Raw -36698.572139 + Penalty 1853.729304 = -34844.842835
  nChanged 0
		SP:Iteration 11F (49281.820000 sec): 3 clusters
  Score: Raw -36698.572139 + Penalty 1853.729304 = -34844.842835
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 71 (202 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (49281.940000 sec): 2 clusters
  Score: Raw -15632.357381 + Penalty 862.593501 = -14769.763880
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (49282.080000 sec): 3 clusters
  Score: Raw -15776.324703 + Penalty 1725.187002 = -14051.137701
  nChanged 37
		SP:Iteration 1F (49282.280000 sec): 3 clusters
  Score: Raw -15902.426950 + Penalty 1725.187002 = -14177.239948
  nChanged 6
		SP:Iteration 2Q (49282.440000 sec): 3 clusters
  Score: Raw -15939.984717 + Penalty 1725.187002 = -14214.797715
  nChanged 9
		SP:Iteration 3Q (49282.700000 sec): 3 clusters
  Score: Raw -15991.673710 + Penalty 1725.187002 = -14266.486709
  nChanged 5
		SP:Iteration 4Q (49282.820000 sec): 3 clusters
  Score: Raw -16012.616132 + Penalty 1725.187002 = -14287.429130
  nChanged 3
		SP:Iteration 5Q (49282.960000 sec): 3 clusters
  Score: Raw -16018.611243 + Penalty 1725.187002 = -14293.424241
  nChanged 1
		SP:Iteration 6Q (49283.150000 sec): 3 clusters
  Score: Raw -16021.103709 + Penalty 1725.187002 = -14295.916707
  nChanged 0
		SP:Iteration 7F (49283.370000 sec): 3 clusters
  Score: Raw -16021.103709 + Penalty 1725.187002 = -14295.916707
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 72 (142 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (49283.420000 sec): 2 clusters
  Score: Raw -10550.812408 + Penalty 805.321897 = -9745.490511
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (49283.580000 sec): 3 clusters
  Score: Raw -10729.473204 + Penalty 1610.643794 = -9118.829411
  nChanged 16
		SP:Iteration 1F (49283.760000 sec): 3 clusters
  Score: Raw -10782.057952 + Penalty 1610.643794 = -9171.414158
  nChanged 2
		SP:Iteration 2Q (49283.850000 sec): 3 clusters
  Score: Raw -10786.135426 + Penalty 1610.643794 = -9175.491632
  nChanged 1
		SP:Iteration 3Q (49283.960000 sec): 3 clusters
  Score: Raw -10790.525530 + Penalty 1610.643794 = -9179.881736
  nChanged 0
		SP:Iteration 4F (49284.090000 sec): 3 clusters
  Score: Raw -10790.525530 + Penalty 1610.643794 = -9179.881736
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 73 (186 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (49284.190000 sec): 2 clusters
  Score: Raw -16935.574505 + Penalty 849.183834 = -16086.390671
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (49284.390000 sec): 3 clusters
  Score: Raw -17120.494354 + Penalty 1698.367669 = -15422.126685
  nChanged 24
		SP:Iteration 1F (49284.550000 sec): 3 clusters
  Score: Raw -17239.113448 + Penalty 1698.367669 = -15540.745779
  nChanged 8
		SP:Iteration 2Q (49284.690000 sec): 3 clusters
  Score: Raw -17289.953349 + Penalty 1698.367669 = -15591.585680
  nChanged 5
		SP:Iteration 3Q (49284.820000 sec): 3 clusters
  Score: Raw -17316.251161 + Penalty 1698.367669 = -15617.883492
  nChanged 4
		SP:Iteration 4Q (49284.950000 sec): 3 clusters
  Score: Raw -17342.728266 + Penalty 1698.367669 = -15644.360597
  nChanged 1
		SP:Iteration 5Q (49285.050000 sec): 3 clusters
  Score: Raw -17345.477372 + Penalty 1698.367669 = -15647.109704
  nChanged 1
		SP:Iteration 6Q (49285.180000 sec): 3 clusters
  Score: Raw -17352.530560 + Penalty 1698.367669 = -15654.162892
  nChanged 0
		SP:Iteration 7F (49285.310000 sec): 3 clusters
  Score: Raw -17352.530560 + Penalty 1698.367669 = -15654.162892
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 74 (575 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (49285.390000 sec): 2 clusters
  Score: Raw -83057.544918 + Penalty 1032.585132 = -82024.959786
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (49285.520000 sec): 3 clusters
  Score: Raw -83048.640230 + Penalty 2065.170263 = -80983.469967
  nChanged 156
		SP:Iteration 1F (49285.720000 sec): 3 clusters
  Score: Raw -83416.454162 + Penalty 2065.170263 = -81351.283899
  nChanged 50
		SP:Iteration 2F (49285.880000 sec): 3 clusters
  Score: Raw -83532.938171 + Penalty 2065.170263 = -81467.767908
  nChanged 28
		SP:Iteration 3Q (49286.030000 sec): 3 clusters
  Score: Raw -83587.377805 + Penalty 2065.170263 = -81522.207541
  nChanged 10
		SP:Iteration 4Q (49286.190000 sec): 3 clusters
  Score: Raw -83620.718460 + Penalty 2065.170263 = -81555.548197
  nChanged 5
		SP:Iteration 5Q (49286.330000 sec): 3 clusters
  Score: Raw -83648.182856 + Penalty 2065.170263 = -81583.012593
  nChanged 8
		SP:Iteration 6Q (49286.460000 sec): 3 clusters
  Score: Raw -83665.779858 + Penalty 2065.170263 = -81600.609595
  nChanged 2
		SP:Iteration 7Q (49286.580000 sec): 3 clusters
  Score: Raw -83669.840294 + Penalty 2065.170263 = -81604.670031
  nChanged 2
		SP:Iteration 8Q (49286.720000 sec): 3 clusters
  Score: Raw -83675.932542 + Penalty 2065.170263 = -81610.762278
  nChanged 1
		SP:Iteration 9Q (49286.850000 sec): 3 clusters
  Score: Raw -83676.877928 + Penalty 2065.170263 = -81611.707665
  nChanged 1
		SP:Iteration 10Q (49286.990000 sec): 3 clusters
  Score: Raw -83686.174040 + Penalty 2065.170263 = -81621.003777
  nChanged 1
		SP:Iteration 11Q (49287.150000 sec): 3 clusters
  Score: Raw -83688.067979 + Penalty 2065.170263 = -81622.897716
  nChanged 1
		SP:Iteration 12Q (49287.320000 sec): 3 clusters
  Score: Raw -83688.840735 + Penalty 2065.170263 = -81623.670472
  nChanged 1
		SP:Iteration 13Q (49287.500000 sec): 3 clusters
  Score: Raw -83690.472259 + Penalty 2065.170263 = -81625.301996
  nChanged 1
		SP:Iteration 14Q (49287.700000 sec): 3 clusters
  Score: Raw -83691.282090 + Penalty 2065.170263 = -81626.111827
  nChanged 0
		SP:Iteration 15F (49287.890000 sec): 3 clusters
  Score: Raw -83691.282090 + Penalty 2065.170263 = -81626.111827
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 75 (127 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (49287.960000 sec): 2 clusters
  Score: Raw -7899.358748 + Penalty 787.180402 = -7112.178346
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (49288.140000 sec): 3 clusters
  Score: Raw -8339.067446 + Penalty 1574.360803 = -6764.706643
  nChanged 24
		SP:Iteration 1F (49288.280000 sec): 3 clusters
  Score: Raw -8481.495370 + Penalty 1574.360803 = -6907.134567
  nChanged 5
		SP:Iteration 2Q (49288.450000 sec): 3 clusters
  Score: Raw -8516.265505 + Penalty 1574.360803 = -6941.904702
  nChanged 1
		SP:Iteration 3Q (49288.640000 sec): 3 clusters
  Score: Raw -8522.475617 + Penalty 1574.360803 = -6948.114814
  nChanged 2
		SP:Iteration 4Q (49288.860000 sec): 3 clusters
  Score: Raw -8536.167969 + Penalty 1574.360803 = -6961.807166
  nChanged 1
		SP:Iteration 5Q (49289.010000 sec): 3 clusters
  Score: Raw -8540.937450 + Penalty 1574.360803 = -6966.576647
  nChanged 0
		SP:Iteration 6F (49289.210000 sec): 3 clusters
  Score: Raw -8540.937450 + Penalty 1574.360803 = -6966.576647
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.36 GB.

 Trying to split cluster 77 (220 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (49289.290000 sec): 2 clusters
  Score: Raw -19121.276965 + Penalty 876.464476 = -18244.812489
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (49289.460000 sec): 3 clusters
  Score: Raw -19218.367907 + Penalty 1752.928953 = -17465.438955
  nChanged 37
		SP:Iteration 1F (49289.630000 sec): 3 clusters
  Score: Raw -19332.555009 + Penalty 1752.928953 = -17579.626057
  nChanged 9
		SP:Iteration 2Q (49289.790000 sec): 3 clusters
  Score: Raw -19365.425166 + Penalty 1752.928953 = -17612.496213
  nChanged 6
		SP:Iteration 3Q (49289.950000 sec): 3 clusters
  Score: Raw -19398.618441 + Penalty 1752.928953 = -17645.689488
  nChanged 3
		SP:Iteration 4Q (49290.080000 sec): 3 clusters
  Score: Raw -19409.714134 + Penalty 1752.928953 = -17656.785182
  nChanged 2
		SP:Iteration 5Q (49290.240000 sec): 3 clusters
  Score: Raw -19432.698502 + Penalty 1752.928953 = -17679.769550
  nChanged 1
		SP:Iteration 6Q (49290.420000 sec): 3 clusters
  Score: Raw -19433.255813 + Penalty 1752.928953 = -17680.326860
  nChanged 0
		SP:Iteration 7F (49290.620000 sec): 3 clusters
  Score: Raw -19433.255813 + Penalty 1752.928953 = -17680.326860
  nChanged 0
------ Evaluating fit on full set of 2644692 points ------
  Score: Raw -314212649.377861 + Penalty 182632.604854 = -314030016.773007
Time taken for this iteration:49763.900000 seconds.
 20->77 Clusters: Score -314030016.773007, best is 100000000000000005366162204393472.000000
THE BEST YET!


Starting from 21 clusters...
Memory request: 1.58 GB would take us to total of 6.33 GB.
------ Running on subset of 881564 points ------
	SP: Assigned 21 initial classes randomly.
Deleting Class 9 (1363 points): Lose 499.008005 but Gain 2224.536093
Iteration 0F (49847.610000 sec): 20 clusters
  Score: Raw -94350553.935314 + Penalty 42266.185772 = -94308287.749541
  nChanged 837208
Iteration 1F (49894.140000 sec): 20 clusters
  Score: Raw -102277936.403573 + Penalty 42266.185772 = -102235670.217801
  nChanged 250033
Iteration 2F (49939.230000 sec): 20 clusters
  Score: Raw -103048610.618072 + Penalty 42266.185772 = -103006344.432300
  nChanged 164669
Iteration 3F (49980.250000 sec): 20 clusters
  Score: Raw -103471325.039064 + Penalty 42266.185772 = -103429058.853292
  nChanged 130094
Iteration 4F (50022.280000 sec): 20 clusters
  Score: Raw -103726670.403327 + Penalty 42266.185772 = -103684404.217555
  nChanged 121671
Iteration 5F (50064.110000 sec): 20 clusters
  Score: Raw -103922919.671052 + Penalty 42266.185772 = -103880653.485279
  nChanged 116590
Iteration 6F (50099.640000 sec): 20 clusters
  Score: Raw -104080632.937214 + Penalty 42266.185772 = -104038366.751441
  nChanged 99453
Iteration 7F (50133.980000 sec): 20 clusters
  Score: Raw -104190863.831974 + Penalty 42266.185772 = -104148597.646202
  nChanged 74643
Iteration 8F (50167.070000 sec): 20 clusters
  Score: Raw -104257918.769792 + Penalty 42266.185772 = -104215652.584020
  nChanged 56958
Iteration 9F (50205.160000 sec): 20 clusters
  Score: Raw -104316035.015672 + Penalty 42266.185772 = -104273768.829899
  nChanged 44778
Iteration 10F (50244.000000 sec): 20 clusters
  Score: Raw -104349928.105898 + Penalty 42266.185772 = -104307661.920126
  nChanged 33213
Iteration 11Q (50266.630000 sec): 20 clusters
  Score: Raw -104366556.264904 + Penalty 42266.185772 = -104324290.079132
  nChanged 23379
Iteration 12Q (50293.920000 sec): 20 clusters
  Score: Raw -104374121.118184 + Penalty 42266.185772 = -104331854.932412
  nChanged 16829
Iteration 13Q (50318.620000 sec): 20 clusters
  Score: Raw -104378812.457821 + Penalty 42266.185772 = -104336546.272049
  nChanged 13640
Iteration 14Q (50347.570000 sec): 20 clusters
  Score: Raw -104382557.485840 + Penalty 42266.185772 = -104340291.300067
  nChanged 11578
Iteration 15Q (50373.000000 sec): 20 clusters
  Score: Raw -104385778.424872 + Penalty 42266.185772 = -104343512.239099
  nChanged 10099
Iteration 16Q (50398.190000 sec): 20 clusters
  Score: Raw -104388246.485975 + Penalty 42266.185772 = -104345980.300203
  nChanged 8916
Iteration 17Q (50425.900000 sec): 20 clusters
  Score: Raw -104390318.325134 + Penalty 42266.185772 = -104348052.139362
  nChanged 7921
Iteration 18Q (50451.520000 sec): 20 clusters
  Score: Raw -104392050.099598 + Penalty 42266.185772 = -104349783.913826
  nChanged 7270
Iteration 19Q (50481.230000 sec): 20 clusters
  Score: Raw -104393620.594783 + Penalty 42266.185772 = -104351354.409011
  nChanged 6608
Writing temp clu file 
Because OldScore, -104349783.913826, is greater than current (better) Score,-104351354.409011 
 Compute initial score before splitting:   Score: Raw -104393620.594783 + Penalty 42266.185772 = -104351354.409011
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 1 (1308 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (50481.440000 sec): 2 clusters
  Score: Raw -131650.336677 + Penalty 1166.141361 = -130484.195315
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (50481.590000 sec): 3 clusters
  Score: Raw -131400.821633 + Penalty 2332.282723 = -129068.538910
  nChanged 479
		SP:Iteration 1F (50481.750000 sec): 3 clusters
  Score: Raw -133140.678310 + Penalty 2332.282723 = -130808.395587
  nChanged 219
		SP:Iteration 2F (50481.910000 sec): 3 clusters
  Score: Raw -134415.296128 + Penalty 2332.282723 = -132083.013406
  nChanged 99
		SP:Iteration 3F (50482.080000 sec): 3 clusters
  Score: Raw -135051.116585 + Penalty 2332.282723 = -132718.833862
  nChanged 56
		SP:Iteration 4Q (50482.250000 sec): 3 clusters
  Score: Raw -135252.629326 + Penalty 2332.282723 = -132920.346603
  nChanged 28
		SP:Iteration 5Q (50482.440000 sec): 3 clusters
  Score: Raw -135317.755046 + Penalty 2332.282723 = -132985.472323
  nChanged 18
		SP:Iteration 6Q (50482.610000 sec): 3 clusters
  Score: Raw -135353.267673 + Penalty 2332.282723 = -133020.984950
  nChanged 12
		SP:Iteration 7Q (50482.770000 sec): 3 clusters
  Score: Raw -135384.384264 + Penalty 2332.282723 = -133052.101541
  nChanged 10
		SP:Iteration 8Q (50482.930000 sec): 3 clusters
  Score: Raw -135406.657277 + Penalty 2332.282723 = -133074.374554
  nChanged 11
		SP:Iteration 9Q (50483.090000 sec): 3 clusters
  Score: Raw -135425.238932 + Penalty 2332.282723 = -133092.956210
  nChanged 6
		SP:Iteration 10Q (50483.260000 sec): 3 clusters
  Score: Raw -135433.208611 + Penalty 2332.282723 = -133100.925888
  nChanged 6
		SP:Iteration 11Q (50483.420000 sec): 3 clusters
  Score: Raw -135442.309682 + Penalty 2332.282723 = -133110.026959
  nChanged 4
		SP:Iteration 12Q (50483.590000 sec): 3 clusters
  Score: Raw -135447.277440 + Penalty 2332.282723 = -133114.994717
  nChanged 5
		SP:Iteration 13Q (50483.750000 sec): 3 clusters
  Score: Raw -135452.297360 + Penalty 2332.282723 = -133120.014637
  nChanged 1
		SP:Iteration 14Q (50483.910000 sec): 3 clusters
  Score: Raw -135453.750163 + Penalty 2332.282723 = -133121.467440
  nChanged 3
		SP:Iteration 15Q (50484.080000 sec): 3 clusters
  Score: Raw -135457.809104 + Penalty 2332.282723 = -133125.526381
  nChanged 0
		SP:Iteration 16F (50484.240000 sec): 3 clusters
  Score: Raw -135457.809104 + Penalty 2332.282723 = -133125.526381
  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 6.34 GB.

 Trying to split cluster 2 (38393 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (50484.590000 sec): 2 clusters
  Score: Raw -4660770.087923 + Penalty 1715.289945 = -4659054.797978
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (50484.910000 sec): 3 clusters
  Score: Raw -4636757.588285 + Penalty 3430.579890 = -4633327.008395
  nChanged 17901
		SP:Iteration 1F (50485.330000 sec): 3 clusters
  Score: Raw -4647304.463621 + Penalty 3430.579890 = -4643873.883732
  nChanged 2245
		SP:Iteration 2F (50485.780000 sec): 3 clusters
  Score: Raw -4648430.847706 + Penalty 3430.579890 = -4645000.267816
  nChanged 2638
		SP:Iteration 3F (50486.240000 sec): 3 clusters
  Score: Raw -4650076.065751 + Penalty 3430.579890 = -4646645.485861
  nChanged 2970
		SP:Iteration 4F (50486.710000 sec): 3 clusters
  Score: Raw -4652231.899482 + Penalty 3430.579890 = -4648801.319592
  nChanged 3033
		SP:Iteration 5F (50487.070000 sec): 3 clusters
  Score: Raw -4654500.888969 + Penalty 3430.579890 = -4651070.309079
  nChanged 2597
		SP:Iteration 6F (50487.410000 sec): 3 clusters
  Score: Raw -4656454.074116 + Penalty 3430.579890 = -4653023.494226
  nChanged 1965
		SP:Iteration 7F (50487.720000 sec): 3 clusters
  Score: Raw -4658223.697064 + Penalty 3430.579890 = -4654793.117174
  nChanged 1402
		SP:Iteration 8Q (50488.190000 sec): 3 clusters
  Score: Raw -4659868.957770 + Penalty 3430.579890 = -4656438.377880
  nChanged 974
		SP:Iteration 9Q (50488.660000 sec): 3 clusters
  Score: Raw -4661068.068420 + Penalty 3430.579890 = -4657637.488530
  nChanged 698
		SP:Iteration 10Q (50489.100000 sec): 3 clusters
  Score: Raw -4661617.348597 + Penalty 3430.579890 = -4658186.768707
  nChanged 423
		SP:Iteration 11Q (50489.520000 sec): 3 clusters
  Score: Raw -4661833.768331 + Penalty 3430.579890 = -4658403.188441
  nChanged 276
		SP:Iteration 12Q (50489.860000 sec): 3 clusters
  Score: Raw -4661937.014319 + Penalty 3430.579890 = -4658506.434429
  nChanged 172
		SP:Iteration 13Q (50490.250000 sec): 3 clusters
  Score: Raw -4661983.179999 + Penalty 3430.579890 = -4658552.600109
  nChanged 122
		SP:Iteration 14Q (50490.560000 sec): 3 clusters
  Score: Raw -4662014.094132 + Penalty 3430.579890 = -4658583.514242
  nChanged 109
		SP:Iteration 15Q (50490.990000 sec): 3 clusters
  Score: Raw -4662039.281891 + Penalty 3430.579890 = -4658608.702001
  nChanged 76
		SP:Iteration 16Q (50491.360000 sec): 3 clusters
  Score: Raw -4662057.073301 + Penalty 3430.579890 = -4658626.493411
  nChanged 68
		SP:Iteration 17Q (50491.800000 sec): 3 clusters
  Score: Raw -4662068.967745 + Penalty 3430.579890 = -4658638.387856
  nChanged 49
		SP:Iteration 18Q (50492.150000 sec): 3 clusters
  Score: Raw -4662076.617435 + Penalty 3430.579890 = -4658646.037545
  nChanged 36
		SP:Iteration 19Q (50492.470000 sec): 3 clusters
  Score: Raw -4662081.686048 + Penalty 3430.579890 = -4658651.106158
  nChanged 35
		SP:Iteration 20F (50492.810000 sec): 3 clusters
  Score: Raw -4662085.744034 + Penalty 3430.579890 = -4658655.164144
  nChanged 28
		SP:Iteration 21Q (50493.160000 sec): 3 clusters
  Score: Raw -4662088.131742 + Penalty 3430.579890 = -4658657.551852
  nChanged 22
		SP:Iteration 22Q (50493.590000 sec): 3 clusters
  Score: Raw -4662091.019151 + Penalty 3430.579890 = -4658660.439262
  nChanged 13
		SP:Iteration 23Q (50493.990000 sec): 3 clusters
  Score: Raw -4662092.734421 + Penalty 3430.579890 = -4658662.154531
  nChanged 16
		SP:Iteration 24Q (50494.400000 sec): 3 clusters
  Score: Raw -4662094.877818 + Penalty 3430.579890 = -4658664.297928
  nChanged 11
		SP:Iteration 25Q (50494.790000 sec): 3 clusters
  Score: Raw -4662095.832712 + Penalty 3430.579890 = -4658665.252823
  nChanged 7
		SP:Iteration 26Q (50495.190000 sec): 3 clusters
  Score: Raw -4662096.410364 + Penalty 3430.579890 = -4658665.830474
  nChanged 6
		SP:Iteration 27Q (50495.550000 sec): 3 clusters
  Score: Raw -4662096.907925 + Penalty 3430.579890 = -4658666.328035
  nChanged 6
		SP:Iteration 28Q (50495.950000 sec): 3 clusters
  Score: Raw -4662097.270427 + Penalty 3430.579890 = -4658666.690537
  nChanged 5
		SP:Iteration 29Q (50496.350000 sec): 3 clusters
  Score: Raw -4662097.562935 + Penalty 3430.579890 = -4658666.983046
  nChanged 5
		SP:Iteration 30Q (50496.800000 sec): 3 clusters
  Score: Raw -4662097.841441 + Penalty 3430.579890 = -4658667.261551
  nChanged 3
		SP:Iteration 31Q (50497.180000 sec): 3 clusters
  Score: Raw -4662098.111296 + Penalty 3430.579890 = -4658667.531406
  nChanged 2
		SP:Iteration 32Q (50497.590000 sec): 3 clusters
  Score: Raw -4662098.273157 + Penalty 3430.579890 = -4658667.693267
  nChanged 1
		SP:Iteration 33Q (50497.920000 sec): 3 clusters
  Score: Raw -4662098.308024 + Penalty 3430.579890 = -4658667.728134
  nChanged 0
		SP:Iteration 34F (50498.290000 sec): 3 clusters
  Score: Raw -4662098.308024 + Penalty 3430.579890 = -4658667.728134
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 3 (46258 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (50498.750000 sec): 2 clusters
  Score: Raw -5505001.452447 + Penalty 1745.573326 = -5503255.879120
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (50499.210000 sec): 3 clusters
  Score: Raw -5475952.842427 + Penalty 3491.146653 = -5472461.695774
  nChanged 21593
		SP:Iteration 1F (50499.620000 sec): 3 clusters
  Score: Raw -5490985.835244 + Penalty 3491.146653 = -5487494.688591
  nChanged 3696
		SP:Iteration 2F (50499.990000 sec): 3 clusters
  Score: Raw -5494437.544309 + Penalty 3491.146653 = -5490946.397657
  nChanged 4009
		SP:Iteration 3F (50500.330000 sec): 3 clusters
  Score: Raw -5498585.179790 + Penalty 3491.146653 = -5495094.033138
  nChanged 3879
		SP:Iteration 4F (50500.790000 sec): 3 clusters
  Score: Raw -5501807.820839 + Penalty 3491.146653 = -5498316.674186
  nChanged 3151
		SP:Iteration 5F (50501.260000 sec): 3 clusters
  Score: Raw -5503866.852341 + Penalty 3491.146653 = -5500375.705689
  nChanged 2538
		SP:Iteration 6F (50501.770000 sec): 3 clusters
  Score: Raw -5505493.032014 + Penalty 3491.146653 = -5502001.885361
  nChanged 2164
		SP:Iteration 7Q (50502.230000 sec): 3 clusters
  Score: Raw -5506948.290994 + Penalty 3491.146653 = -5503457.144341
  nChanged 1983
		SP:Iteration 8Q (50502.710000 sec): 3 clusters
  Score: Raw -5508523.439804 + Penalty 3491.146653 = -5505032.293151
  nChanged 1969
		SP:Iteration 9Q (50503.130000 sec): 3 clusters
  Score: Raw -5510211.606353 + Penalty 3491.146653 = -5506720.459700
  nChanged 1737
		SP:Iteration 10Q (50503.560000 sec): 3 clusters
  Score: Raw -5511681.619436 + Penalty 3491.146653 = -5508190.472784
  nChanged 1516
		SP:Iteration 11Q (50504.010000 sec): 3 clusters
  Score: Raw -5512853.596422 + Penalty 3491.146653 = -5509362.449769
  nChanged 1244
		SP:Iteration 12Q (50504.500000 sec): 3 clusters
  Score: Raw -5513586.069247 + Penalty 3491.146653 = -5510094.922594
  nChanged 901
		SP:Iteration 13Q (50504.950000 sec): 3 clusters
  Score: Raw -5513914.653134 + Penalty 3491.146653 = -5510423.506481
  nChanged 568
		SP:Iteration 14Q (50505.350000 sec): 3 clusters
  Score: Raw -5514048.745427 + Penalty 3491.146653 = -5510557.598775
  nChanged 322
		SP:Iteration 15Q (50505.730000 sec): 3 clusters
  Score: Raw -5514100.556595 + Penalty 3491.146653 = -5510609.409942
  nChanged 199
		SP:Iteration 16Q (50506.240000 sec): 3 clusters
  Score: Raw -5514126.155277 + Penalty 3491.146653 = -5510635.008624
  nChanged 140
		SP:Iteration 17Q (50506.730000 sec): 3 clusters
  Score: Raw -5514144.455888 + Penalty 3491.146653 = -5510653.309235
  nChanged 141
		SP:Iteration 18Q (50507.200000 sec): 3 clusters
  Score: Raw -5514162.287063 + Penalty 3491.146653 = -5510671.140410
  nChanged 136
		SP:Iteration 19Q (50507.680000 sec): 3 clusters
  Score: Raw -5514182.984418 + Penalty 3491.146653 = -5510691.837765
  nChanged 139
		SP:Iteration 20F (50508.050000 sec): 3 clusters
  Score: Raw -5514202.900065 + Penalty 3491.146653 = -5510711.753412
  nChanged 140
		SP:Iteration 21Q (50508.470000 sec): 3 clusters
  Score: Raw -5514222.663627 + Penalty 3491.146653 = -5510731.516974
  nChanged 125
		SP:Iteration 22Q (50508.920000 sec): 3 clusters
  Score: Raw -5514237.709419 + Penalty 3491.146653 = -5510746.562767
  nChanged 110
		SP:Iteration 23Q (50509.380000 sec): 3 clusters
  Score: Raw -5514249.935027 + Penalty 3491.146653 = -5510758.788374
  nChanged 90
		SP:Iteration 24Q (50509.860000 sec): 3 clusters
  Score: Raw -5514259.699003 + Penalty 3491.146653 = -5510768.552351
  nChanged 80
		SP:Iteration 25Q (50510.270000 sec): 3 clusters
  Score: Raw -5514267.552841 + Penalty 3491.146653 = -5510776.406188
  nChanged 77
		SP:Iteration 26Q (50510.700000 sec): 3 clusters
  Score: Raw -5514274.027297 + Penalty 3491.146653 = -5510782.880644
  nChanged 67
		SP:Iteration 27Q (50511.180000 sec): 3 clusters
  Score: Raw -5514278.596669 + Penalty 3491.146653 = -5510787.450016
  nChanged 45
		SP:Iteration 28Q (50511.640000 sec): 3 clusters
  Score: Raw -5514281.256008 + Penalty 3491.146653 = -5510790.109355
  nChanged 48
		SP:Iteration 29Q (50512.100000 sec): 3 clusters
  Score: Raw -5514284.122581 + Penalty 3491.146653 = -5510792.975929
  nChanged 46
		SP:Iteration 30Q (50512.550000 sec): 3 clusters
  Score: Raw -5514287.229109 + Penalty 3491.146653 = -5510796.082457
  nChanged 46
		SP:Iteration 31Q (50512.990000 sec): 3 clusters
  Score: Raw -5514290.358738 + Penalty 3491.146653 = -5510799.212085
  nChanged 41
		SP:Iteration 32Q (50513.370000 sec): 3 clusters
  Score: Raw -5514292.697931 + Penalty 3491.146653 = -5510801.551278
  nChanged 31
		SP:Iteration 33Q (50513.870000 sec): 3 clusters
  Score: Raw -5514294.866430 + Penalty 3491.146653 = -5510803.719777
  nChanged 26
		SP:Iteration 34Q (50514.330000 sec): 3 clusters
  Score: Raw -5514296.572882 + Penalty 3491.146653 = -5510805.426229
  nChanged 27
		SP:Iteration 35Q (50514.800000 sec): 3 clusters
  Score: Raw -5514297.810644 + Penalty 3491.146653 = -5510806.663991
  nChanged 25
		SP:Iteration 36Q (50515.270000 sec): 3 clusters
  Score: Raw -5514298.629528 + Penalty 3491.146653 = -5510807.482875
  nChanged 12
		SP:Iteration 37Q (50515.690000 sec): 3 clusters
  Score: Raw -5514299.187526 + Penalty 3491.146653 = -5510808.040873
  nChanged 15
		SP:Iteration 38Q (50516.190000 sec): 3 clusters
  Score: Raw -5514299.827702 + Penalty 3491.146653 = -5510808.681049
  nChanged 12
		SP:Iteration 39Q (50516.650000 sec): 3 clusters
  Score: Raw -5514300.376931 + Penalty 3491.146653 = -5510809.230278
  nChanged 9
		SP:Iteration 40F (50517.190000 sec): 3 clusters
  Score: Raw -5514300.678057 + Penalty 3491.146653 = -5510809.531405
  nChanged 3
		SP:Iteration 41Q (50517.670000 sec): 3 clusters
  Score: Raw -5514300.796728 + Penalty 3491.146653 = -5510809.650075
  nChanged 5
		SP:Iteration 42Q (50518.090000 sec): 3 clusters
  Score: Raw -5514301.081139 + Penalty 3491.146653 = -5510809.934487
  nChanged 10
		SP:Iteration 43Q (50518.450000 sec): 3 clusters
  Score: Raw -5514301.511320 + Penalty 3491.146653 = -5510810.364668
  nChanged 7
		SP:Iteration 44Q (50518.890000 sec): 3 clusters
  Score: Raw -5514301.870416 + Penalty 3491.146653 = -5510810.723763
  nChanged 10
		SP:Iteration 45Q (50519.360000 sec): 3 clusters
  Score: Raw -5514302.327953 + Penalty 3491.146653 = -5510811.181300
  nChanged 10
		SP:Iteration 46Q (50519.790000 sec): 3 clusters
  Score: Raw -5514302.764166 + Penalty 3491.146653 = -5510811.617513
  nChanged 15
		SP:Iteration 47Q (50520.270000 sec): 3 clusters
  Score: Raw -5514303.727445 + Penalty 3491.146653 = -5510812.580792
  nChanged 17
		SP:Iteration 48Q (50520.690000 sec): 3 clusters
  Score: Raw -5514304.996016 + Penalty 3491.146653 = -5510813.849363
  nChanged 23
		SP:Iteration 49Q (50521.050000 sec): 3 clusters
  Score: Raw -5514306.649950 + Penalty 3491.146653 = -5510815.503297
  nChanged 24
		SP:Iteration 50Q (50521.540000 sec): 3 clusters
  Score: Raw -5514308.121312 + Penalty 3491.146653 = -5510816.974659
  nChanged 21
		SP:Iteration 51Q (50522.010000 sec): 3 clusters
  Score: Raw -5514309.209585 + Penalty 3491.146653 = -5510818.062932
  nChanged 22
		SP:Iteration 52Q (50522.440000 sec): 3 clusters
  Score: Raw -5514310.079774 + Penalty 3491.146653 = -5510818.933121
  nChanged 14
		SP:Iteration 53Q (50522.970000 sec): 3 clusters
  Score: Raw -5514310.583716 + Penalty 3491.146653 = -5510819.437064
  nChanged 8
		SP:Iteration 54Q (50523.380000 sec): 3 clusters
  Score: Raw -5514310.859844 + Penalty 3491.146653 = -5510819.713191
  nChanged 8
		SP:Iteration 55Q (50523.750000 sec): 3 clusters
  Score: Raw -5514311.122814 + Penalty 3491.146653 = -5510819.976161
  nChanged 7
		SP:Iteration 56Q (50524.200000 sec): 3 clusters
  Score: Raw -5514311.295853 + Penalty 3491.146653 = -5510820.149200
  nChanged 4
		SP:Iteration 57Q (50524.630000 sec): 3 clusters
  Score: Raw -5514311.446550 + Penalty 3491.146653 = -5510820.299897
  nChanged 1
		SP:Iteration 58Q (50525.060000 sec): 3 clusters
  Score: Raw -5514311.463407 + Penalty 3491.146653 = -5510820.316754
  nChanged 1
		SP:Iteration 59Q (50525.460000 sec): 3 clusters
  Score: Raw -5514311.469974 + Penalty 3491.146653 = -5510820.323322
  nChanged 0
		SP:Iteration 60F (50525.810000 sec): 3 clusters
  Score: Raw -5514311.469974 + Penalty 3491.146653 = -5510820.323322
  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 6.34 GB.

 Trying to split cluster 4 (2730 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (50525.930000 sec): 2 clusters
  Score: Raw -151687.895969 + Penalty 1285.709244 = -150402.186725
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (50526.080000 sec): 3 clusters
  Score: Raw -150912.627171 + Penalty 2571.418489 = -148341.208682
  nChanged 1217
		SP:Iteration 1F (50526.200000 sec): 3 clusters
  Score: Raw -155502.490627 + Penalty 2571.418489 = -152931.072139
  nChanged 597
		SP:Iteration 2F (50526.390000 sec): 3 clusters
  Score: Raw -159074.132076 + Penalty 2571.418489 = -156502.713587
  nChanged 190
		SP:Iteration 3F (50526.570000 sec): 3 clusters
  Score: Raw -160048.248107 + Penalty 2571.418489 = -157476.829619
  nChanged 93
		SP:Iteration 4Q (50526.700000 sec): 3 clusters
  Score: Raw -160371.307419 + Penalty 2571.418489 = -157799.888931
  nChanged 58
		SP:Iteration 5Q (50526.920000 sec): 3 clusters
  Score: Raw -160513.838707 + Penalty 2571.418489 = -157942.420218
  nChanged 48
		SP:Iteration 6Q (50527.020000 sec): 3 clusters
  Score: Raw -160594.689665 + Penalty 2571.418489 = -158023.271176
  nChanged 34
		SP:Iteration 7Q (50527.180000 sec): 3 clusters
  Score: Raw -160649.263683 + Penalty 2571.418489 = -158077.845194
  nChanged 29
		SP:Iteration 8Q (50527.340000 sec): 3 clusters
  Score: Raw -160698.037395 + Penalty 2571.418489 = -158126.618907
  nChanged 25
		SP:Iteration 9Q (50527.500000 sec): 3 clusters
  Score: Raw -160732.861233 + Penalty 2571.418489 = -158161.442744
  nChanged 20
		SP:Iteration 10Q (50527.660000 sec): 3 clusters
  Score: Raw -160758.654730 + Penalty 2571.418489 = -158187.236242
  nChanged 19
		SP:Iteration 11Q (50527.820000 sec): 3 clusters
  Score: Raw -160772.247494 + Penalty 2571.418489 = -158200.829005
  nChanged 12
		SP:Iteration 12Q (50527.980000 sec): 3 clusters
  Score: Raw -160777.013043 + Penalty 2571.418489 = -158205.594554
  nChanged 15
		SP:Iteration 13Q (50528.140000 sec): 3 clusters
  Score: Raw -160782.505810 + Penalty 2571.418489 = -158211.087321
  nChanged 12
		SP:Iteration 14Q (50528.300000 sec): 3 clusters
  Score: Raw -160809.523499 + Penalty 2571.418489 = -158238.105010
  nChanged 27
		SP:Iteration 15Q (50528.460000 sec): 3 clusters
  Score: Raw -160858.444900 + Penalty 2571.418489 = -158287.026411
  nChanged 43
		SP:Iteration 16Q (50528.620000 sec): 3 clusters
  Score: Raw -160940.708565 + Penalty 2571.418489 = -158369.290077
  nChanged 79
		SP:Iteration 17Q (50528.780000 sec): 3 clusters
  Score: Raw -161142.854835 + Penalty 2571.418489 = -158571.436346
  nChanged 166
		SP:Iteration 18F (50528.940000 sec): 3 clusters
  Score: Raw -161672.739525 + Penalty 2571.418489 = -159101.321036
  nChanged 147
		SP:Iteration 19F (50529.100000 sec): 3 clusters
  Score: Raw -162432.623408 + Penalty 2571.418489 = -159861.204919
  nChanged 124
		SP:Iteration 20F (50529.260000 sec): 3 clusters
  Score: Raw -163226.525257 + Penalty 2571.418489 = -160655.106769
  nChanged 64
		SP:Iteration 21Q (50529.420000 sec): 3 clusters
  Score: Raw -163912.957921 + Penalty 2571.418489 = -161341.539433
  nChanged 62
		SP:Iteration 22Q (50529.620000 sec): 3 clusters
  Score: Raw -164495.511831 + Penalty 2571.418489 = -161924.093342
  nChanged 52
		SP:Iteration 23Q (50529.760000 sec): 3 clusters
  Score: Raw -164991.338876 + Penalty 2571.418489 = -162419.920388
  nChanged 31
		SP:Iteration 24Q (50529.910000 sec): 3 clusters
  Score: Raw -165378.819666 + Penalty 2571.418489 = -162807.401177
  nChanged 24
		SP:Iteration 25Q (50530.040000 sec): 3 clusters
  Score: Raw -165870.108180 + Penalty 2571.418489 = -163298.689691
  nChanged 27
		SP:Iteration 26Q (50530.200000 sec): 3 clusters
  Score: Raw -166249.245591 + Penalty 2571.418489 = -163677.827102
  nChanged 21
		SP:Iteration 27Q (50530.360000 sec): 3 clusters
  Score: Raw -166286.413270 + Penalty 2571.418489 = -163714.994781
  nChanged 4
		SP:Iteration 28Q (50530.550000 sec): 3 clusters
  Score: Raw -166288.985450 + Penalty 2571.418489 = -163717.566961
  nChanged 1
		SP:Iteration 29Q (50530.720000 sec): 3 clusters
  Score: Raw -166289.411689 + Penalty 2571.418489 = -163717.993201
  nChanged 1
		SP:Iteration 30Q (50530.860000 sec): 3 clusters
  Score: Raw -166290.070927 + Penalty 2571.418489 = -163718.652438
  nChanged 1
		SP:Iteration 31Q (50531.000000 sec): 3 clusters
  Score: Raw -166290.601245 + Penalty 2571.418489 = -163719.182757
  nChanged 1
		SP:Iteration 32Q (50531.140000 sec): 3 clusters
  Score: Raw -166292.394869 + Penalty 2571.418489 = -163720.976380
  nChanged 0
		SP:Iteration 33F (50531.300000 sec): 3 clusters
  Score: Raw -166417.162986 + Penalty 2571.418489 = -163845.744497
  nChanged 13
		SP:Iteration 34Q (50531.460000 sec): 3 clusters
  Score: Raw -166570.618681 + Penalty 2571.418489 = -163999.200193
  nChanged 13
		SP:Iteration 35Q (50531.620000 sec): 3 clusters
  Score: Raw -166646.001983 + Penalty 2571.418489 = -164074.583495
  nChanged 12
		SP:Iteration 36Q (50531.780000 sec): 3 clusters
  Score: Raw -166665.129766 + Penalty 2571.418489 = -164093.711277
  nChanged 5
		SP:Iteration 37Q (50531.940000 sec): 3 clusters
  Score: Raw -166672.658818 + Penalty 2571.418489 = -164101.240329
  nChanged 1
		SP:Iteration 38Q (50532.100000 sec): 3 clusters
  Score: Raw -166673.270067 + Penalty 2571.418489 = -164101.851578
  nChanged 0
		SP:Iteration 39F (50532.260000 sec): 3 clusters
  Score: Raw -166673.270067 + Penalty 2571.418489 = -164101.851578
  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 6.34 GB.

 Trying to split cluster 5 (217048 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (50533.590000 sec): 2 clusters
  Score: Raw -26193280.969822 + Penalty 1996.779494 = -26191284.190329
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (50535.320000 sec): 3 clusters
  Score: Raw -26049325.274080 + Penalty 3993.558987 = -26045331.715093
  nChanged 105348
		SP:Iteration 1F (50536.680000 sec): 3 clusters
  Score: Raw -26111297.406946 + Penalty 3993.558987 = -26107303.847959
  nChanged 7035
		SP:Iteration 2Q (50538.300000 sec): 3 clusters
  Score: Raw -26113572.676037 + Penalty 3993.558987 = -26109579.117050
  nChanged 8856
		SP:Iteration 3Q (50540.210000 sec): 3 clusters
  Score: Raw -26117373.619144 + Penalty 3993.558987 = -26113380.060157
  nChanged 11035
		SP:Iteration 4F (50541.800000 sec): 3 clusters
  Score: Raw -26123308.741733 + Penalty 3993.558987 = -26119315.182746
  nChanged 13468
		SP:Iteration 5F (50543.220000 sec): 3 clusters
  Score: Raw -26131673.027744 + Penalty 3993.558987 = -26127679.468757
  nChanged 15280
		SP:Iteration 6F (50544.990000 sec): 3 clusters
  Score: Raw -26141834.962751 + Penalty 3993.558987 = -26137841.403764
  nChanged 15560
		SP:Iteration 7F (50546.810000 sec): 3 clusters
  Score: Raw -26151916.332983 + Penalty 3993.558987 = -26147922.773996
  nChanged 13887
		SP:Iteration 8F (50548.180000 sec): 3 clusters
  Score: Raw -26159904.206318 + Penalty 3993.558987 = -26155910.647331
  nChanged 10981
		SP:Iteration 9F (50549.800000 sec): 3 clusters
  Score: Raw -26165206.619642 + Penalty 3993.558987 = -26161213.060655
  nChanged 8161
		SP:Iteration 10Q (50551.670000 sec): 3 clusters
  Score: Raw -26168433.571339 + Penalty 3993.558987 = -26164440.012352
  nChanged 6278
		SP:Iteration 11Q (50553.460000 sec): 3 clusters
  Score: Raw -26170516.506984 + Penalty 3993.558987 = -26166522.947997
  nChanged 4706
		SP:Iteration 12Q (50554.830000 sec): 3 clusters
  Score: Raw -26171750.038872 + Penalty 3993.558987 = -26167756.479885
  nChanged 3488
		SP:Iteration 13Q (50556.600000 sec): 3 clusters
  Score: Raw -26172494.896392 + Penalty 3993.558987 = -26168501.337405
  nChanged 2688
		SP:Iteration 14Q (50558.500000 sec): 3 clusters
  Score: Raw -26172970.721207 + Penalty 3993.558987 = -26168977.162220
  nChanged 2122
		SP:Iteration 15Q (50560.120000 sec): 3 clusters
  Score: Raw -26173297.429839 + Penalty 3993.558987 = -26169303.870852
  nChanged 1762
		SP:Iteration 16Q (50561.600000 sec): 3 clusters
  Score: Raw -26173545.925433 + Penalty 3993.558987 = -26169552.366446
  nChanged 1591
		SP:Iteration 17Q (50563.300000 sec): 3 clusters
  Score: Raw -26173752.835821 + Penalty 3993.558987 = -26169759.276834
  nChanged 1411
		SP:Iteration 18Q (50565.120000 sec): 3 clusters
  Score: Raw -26173925.525759 + Penalty 3993.558987 = -26169931.966772
  nChanged 1339
		SP:Iteration 19Q (50566.460000 sec): 3 clusters
  Score: Raw -26174079.736431 + Penalty 3993.558987 = -26170086.177444
  nChanged 1251
		SP:Iteration 20F (50568.160000 sec): 3 clusters
  Score: Raw -26174219.388613 + Penalty 3993.558987 = -26170225.829626
  nChanged 1142
		SP:Iteration 21Q (50570.020000 sec): 3 clusters
  Score: Raw -26174333.279383 + Penalty 3993.558987 = -26170339.720396
  nChanged 1050
		SP:Iteration 22Q (50571.720000 sec): 3 clusters
  Score: Raw -26174431.636684 + Penalty 3993.558987 = -26170438.077697
  nChanged 1013
		SP:Iteration 23Q (50572.990000 sec): 3 clusters
  Score: Raw -26174533.078417 + Penalty 3993.558987 = -26170539.519430
  nChanged 986
		SP:Iteration 24Q (50574.660000 sec): 3 clusters
  Score: Raw -26174627.021507 + Penalty 3993.558987 = -26170633.462520
  nChanged 962
		SP:Iteration 25Q (50576.500000 sec): 3 clusters
  Score: Raw -26174714.650222 + Penalty 3993.558987 = -26170721.091235
  nChanged 929
		SP:Iteration 26Q (50578.220000 sec): 3 clusters
  Score: Raw -26174798.211383 + Penalty 3993.558987 = -26170804.652396
  nChanged 899
		SP:Iteration 27Q (50579.660000 sec): 3 clusters
  Score: Raw -26174878.495218 + Penalty 3993.558987 = -26170884.936231
  nChanged 891
		SP:Iteration 28Q (50581.280000 sec): 3 clusters
  Score: Raw -26174955.360817 + Penalty 3993.558987 = -26170961.801830
  nChanged 876
		SP:Iteration 29Q (50583.140000 sec): 3 clusters
  Score: Raw -26175034.316619 + Penalty 3993.558987 = -26171040.757632
  nChanged 917
		SP:Iteration 30Q (50584.900000 sec): 3 clusters
  Score: Raw -26175119.087490 + Penalty 3993.558987 = -26171125.528503
  nChanged 907
		SP:Iteration 31Q (50586.220000 sec): 3 clusters
  Score: Raw -26175200.824846 + Penalty 3993.558987 = -26171207.265859
  nChanged 903
		SP:Iteration 32Q (50587.980000 sec): 3 clusters
  Score: Raw -26175285.169112 + Penalty 3993.558987 = -26171291.610125
  nChanged 932
		SP:Iteration 33Q (50589.830000 sec): 3 clusters
  Score: Raw -26175365.708762 + Penalty 3993.558987 = -26171372.149775
  nChanged 898
		SP:Iteration 34Q (50591.570000 sec): 3 clusters
  Score: Raw -26175441.726498 + Penalty 3993.558987 = -26171448.167511
  nChanged 855
		SP:Iteration 35Q (50593.010000 sec): 3 clusters
  Score: Raw -26175513.979391 + Penalty 3993.558987 = -26171520.420404
  nChanged 839
		SP:Iteration 36Q (50594.700000 sec): 3 clusters
  Score: Raw -26175579.919824 + Penalty 3993.558987 = -26171586.360837
  nChanged 831
		SP:Iteration 37Q (50596.550000 sec): 3 clusters
  Score: Raw -26175644.664535 + Penalty 3993.558987 = -26171651.105548
  nChanged 834
		SP:Iteration 38Q (50598.180000 sec): 3 clusters
  Score: Raw -26175713.771335 + Penalty 3993.558987 = -26171720.212348
  nChanged 865
		SP:Iteration 39Q (50599.690000 sec): 3 clusters
  Score: Raw -26175785.673658 + Penalty 3993.558987 = -26171792.114671
  nChanged 874
		SP:Iteration 40F (50601.430000 sec): 3 clusters
  Score: Raw -26175860.451751 + Penalty 3993.558987 = -26171866.892764
  nChanged 925
		SP:Iteration 41Q (50603.280000 sec): 3 clusters
  Score: Raw -26175938.583860 + Penalty 3993.558987 = -26171945.024873
  nChanged 929
		SP:Iteration 42Q (50604.980000 sec): 3 clusters
  Score: Raw -26176016.547123 + Penalty 3993.558987 = -26172022.988136
  nChanged 925
		SP:Iteration 43Q (50606.360000 sec): 3 clusters
  Score: Raw -26176095.622462 + Penalty 3993.558987 = -26172102.063475
  nChanged 963
		SP:Iteration 44Q (50608.180000 sec): 3 clusters
  Score: Raw -26176181.969621 + Penalty 3993.558987 = -26172188.410634
  nChanged 1013
		SP:Iteration 45Q (50610.070000 sec): 3 clusters
  Score: Raw -26176276.165798 + Penalty 3993.558987 = -26172282.606811
  nChanged 1057
		SP:Iteration 46Q (50611.460000 sec): 3 clusters
  Score: Raw -26176381.203291 + Penalty 3993.558987 = -26172387.644304
  nChanged 1139
		SP:Iteration 47Q (50613.130000 sec): 3 clusters
  Score: Raw -26176500.558756 + Penalty 3993.558987 = -26172506.999769
  nChanged 1205
		SP:Iteration 48Q (50614.950000 sec): 3 clusters
  Score: Raw -26176629.423076 + Penalty 3993.558987 = -26172635.864089
  nChanged 1209
		SP:Iteration 49Q (50616.510000 sec): 3 clusters
  Score: Raw -26176757.967359 + Penalty 3993.558987 = -26172764.408372
  nChanged 1201
		SP:Iteration 50Q (50617.970000 sec): 3 clusters
  Score: Raw -26176882.790414 + Penalty 3993.558987 = -26172889.231427
  nChanged 1257
		SP:Iteration 51Q (50619.760000 sec): 3 clusters
  Score: Raw -26177022.631970 + Penalty 3993.558987 = -26173029.072983
  nChanged 1348
		SP:Iteration 52Q (50621.580000 sec): 3 clusters
  Score: Raw -26177171.888886 + Penalty 3993.558987 = -26173178.329899
  nChanged 1379
		SP:Iteration 53Q (50623.180000 sec): 3 clusters
  Score: Raw -26177332.555182 + Penalty 3993.558987 = -26173338.996195
  nChanged 1501
		SP:Iteration 54Q (50624.730000 sec): 3 clusters
  Score: Raw -26177527.801393 + Penalty 3993.558987 = -26173534.242406
  nChanged 1685
		SP:Iteration 55Q (50626.560000 sec): 3 clusters
  Score: Raw -26177767.130399 + Penalty 3993.558987 = -26173773.571412
  nChanged 1794
		SP:Iteration 56Q (50628.330000 sec): 3 clusters
  Score: Raw -26178045.609526 + Penalty 3993.558987 = -26174052.050539
  nChanged 1974
		SP:Iteration 57Q (50629.690000 sec): 3 clusters
  Score: Raw -26178377.049977 + Penalty 3993.558987 = -26174383.490990
  nChanged 2055
		SP:Iteration 58Q (50631.480000 sec): 3 clusters
  Score: Raw -26178735.408381 + Penalty 3993.558987 = -26174741.849394
  nChanged 2106
		SP:Iteration 59Q (50633.310000 sec): 3 clusters
  Score: Raw -26179118.723752 + Penalty 3993.558987 = -26175125.164765
  nChanged 2258
		SP:Iteration 60F (50634.680000 sec): 3 clusters
  Score: Raw -26179577.871481 + Penalty 3993.558987 = -26175584.312494
  nChanged 2352
		SP:Iteration 61Q (50636.220000 sec): 3 clusters
  Score: Raw -26180084.812410 + Penalty 3993.558987 = -26176091.253423
  nChanged 2386
		SP:Iteration 62Q (50637.950000 sec): 3 clusters
  Score: Raw -26180620.668863 + Penalty 3993.558987 = -26176627.109876
  nChanged 2388
		SP:Iteration 63Q (50639.530000 sec): 3 clusters
  Score: Raw -26181178.673387 + Penalty 3993.558987 = -26177185.114400
  nChanged 2451
		SP:Iteration 64Q (50640.920000 sec): 3 clusters
  Score: Raw -26181786.982079 + Penalty 3993.558987 = -26177793.423092
  nChanged 2495
		SP:Iteration 65Q (50642.610000 sec): 3 clusters
  Score: Raw -26182445.050471 + Penalty 3993.558987 = -26178451.491484
  nChanged 2531
		SP:Iteration 66Q (50644.360000 sec): 3 clusters
  Score: Raw -26183173.658938 + Penalty 3993.558987 = -26179180.099951
  nChanged 2556
		SP:Iteration 67Q (50645.660000 sec): 3 clusters
  Score: Raw -26183986.337883 + Penalty 3993.558987 = -26179992.778896
  nChanged 2527
		SP:Iteration 68Q (50647.390000 sec): 3 clusters
  Score: Raw -26184854.539753 + Penalty 3993.558987 = -26180860.980766
  nChanged 2522
		SP:Iteration 69Q (50649.170000 sec): 3 clusters
  Score: Raw -26185791.145896 + Penalty 3993.558987 = -26181797.586909
  nChanged 2472
		SP:Iteration 70Q (50650.620000 sec): 3 clusters
  Score: Raw -26186783.624939 + Penalty 3993.558987 = -26182790.065952
  nChanged 2401
		SP:Iteration 71Q (50651.880000 sec): 3 clusters
  Score: Raw -26187800.110561 + Penalty 3993.558987 = -26183806.551574
  nChanged 2187
		SP:Iteration 72Q (50653.460000 sec): 3 clusters
  Score: Raw -26188748.244582 + Penalty 3993.558987 = -26184754.685595
  nChanged 1992
		SP:Iteration 73Q (50655.160000 sec): 3 clusters
  Score: Raw -26189622.312295 + Penalty 3993.558987 = -26185628.753307
  nChanged 1808
		SP:Iteration 74Q (50656.550000 sec): 3 clusters
  Score: Raw -26190400.788189 + Penalty 3993.558987 = -26186407.229202
  nChanged 1565
		SP:Iteration 75Q (50658.120000 sec): 3 clusters
  Score: Raw -26191031.727564 + Penalty 3993.558987 = -26187038.168577
  nChanged 1342
		SP:Iteration 76Q (50659.700000 sec): 3 clusters
  Score: Raw -26191554.046757 + Penalty 3993.558987 = -26187560.487770
  nChanged 1212
		SP:Iteration 77Q (50661.260000 sec): 3 clusters
  Score: Raw -26192001.569139 + Penalty 3993.558987 = -26188008.010152
  nChanged 1035
		SP:Iteration 78Q (50662.560000 sec): 3 clusters
  Score: Raw -26192361.016826 + Penalty 3993.558987 = -26188367.457839
  nChanged 905
		SP:Iteration 79Q (50664.200000 sec): 3 clusters
  Score: Raw -26192673.707167 + Penalty 3993.558987 = -26188680.148180
  nChanged 829
		SP:Iteration 80F (50666.050000 sec): 3 clusters
  Score: Raw -26192949.593828 + Penalty 3993.558987 = -26188956.034841
  nChanged 704
		SP:Iteration 81Q (50667.420000 sec): 3 clusters
  Score: Raw -26193165.429163 + Penalty 3993.558987 = -26189171.870176
  nChanged 605
		SP:Iteration 82Q (50668.990000 sec): 3 clusters
  Score: Raw -26193351.495911 + Penalty 3993.558987 = -26189357.936924
  nChanged 540
		SP:Iteration 83Q (50670.690000 sec): 3 clusters
  Score: Raw -26193511.580692 + Penalty 3993.558987 = -26189518.021705
  nChanged 475
		SP:Iteration 84Q (50672.020000 sec): 3 clusters
  Score: Raw -26193635.744485 + Penalty 3993.558987 = -26189642.185498
  nChanged 408
		SP:Iteration 85Q (50673.330000 sec): 3 clusters
  Score: Raw -26193724.050466 + Penalty 3993.558987 = -26189730.491479
  nChanged 348
		SP:Iteration 86Q (50674.670000 sec): 3 clusters
  Score: Raw -26193795.287638 + Penalty 3993.558987 = -26189801.728651
  nChanged 338
		SP:Iteration 87Q (50675.900000 sec): 3 clusters
  Score: Raw -26193867.200747 + Penalty 3993.558987 = -26189873.641760
  nChanged 291
		SP:Iteration 88Q (50677.300000 sec): 3 clusters
  Score: Raw -26193928.829775 + Penalty 3993.558987 = -26189935.270788
  nChanged 256
		SP:Iteration 89Q (50678.980000 sec): 3 clusters
  Score: Raw -26193980.454276 + Penalty 3993.558987 = -26189986.895289
  nChanged 240
		SP:Iteration 90Q (50680.300000 sec): 3 clusters
  Score: Raw -26194032.458489 + Penalty 3993.558987 = -26190038.899502
  nChanged 245
		SP:Iteration 91Q (50681.610000 sec): 3 clusters
  Score: Raw -26194084.030496 + Penalty 3993.558987 = -26190090.471509
  nChanged 234
		SP:Iteration 92Q (50683.230000 sec): 3 clusters
  Score: Raw -26194131.373521 + Penalty 3993.558987 = -26190137.814534
  nChanged 196
		SP:Iteration 93Q (50684.650000 sec): 3 clusters
  Score: Raw -26194170.881179 + Penalty 3993.558987 = -26190177.322192
  nChanged 196
		SP:Iteration 94Q (50686.010000 sec): 3 clusters
  Score: Raw -26194209.791426 + Penalty 3993.558987 = -26190216.232439
  nChanged 182
		SP:Iteration 95Q (50687.610000 sec): 3 clusters
  Score: Raw -26194245.633871 + Penalty 3993.558987 = -26190252.074884
  nChanged 149
		SP:Iteration 96Q (50689.230000 sec): 3 clusters
  Score: Raw -26194271.568921 + Penalty 3993.558987 = -26190278.009934
  nChanged 133
		SP:Iteration 97Q (50690.410000 sec): 3 clusters
  Score: Raw -26194292.076303 + Penalty 3993.558987 = -26190298.517316
  nChanged 111
		SP:Iteration 98Q (50691.850000 sec): 3 clusters
  Score: Raw -26194309.083663 + Penalty 3993.558987 = -26190315.524676
  nChanged 109
		SP:Iteration 99Q (50693.460000 sec): 3 clusters
  Score: Raw -26194326.504964 + Penalty 3993.558987 = -26190332.945977
  nChanged 95
		SP:Iteration 100F (50695.130000 sec): 3 clusters
  Score: Raw -26194341.483213 + Penalty 3993.558987 = -26190347.924226
  nChanged 92
		SP:Iteration 101Q (50696.290000 sec): 3 clusters
  Score: Raw -26194355.849309 + Penalty 3993.558987 = -26190362.290322
  nChanged 99
		SP:Iteration 102Q (50697.880000 sec): 3 clusters
  Score: Raw -26194369.633025 + Penalty 3993.558987 = -26190376.074038
  nChanged 79
		SP:Iteration 103Q (50699.470000 sec): 3 clusters
  Score: Raw -26194380.626611 + Penalty 3993.558987 = -26190387.067624
  nChanged 62
		SP:Iteration 104Q (50700.920000 sec): 3 clusters
  Score: Raw -26194389.047869 + Penalty 3993.558987 = -26190395.488882
  nChanged 52
		SP:Iteration 105Q (50702.030000 sec): 3 clusters
  Score: Raw -26194395.871156 + Penalty 3993.558987 = -26190402.312169
  nChanged 53
		SP:Iteration 106Q (50703.610000 sec): 3 clusters
  Score: Raw -26194404.615521 + Penalty 3993.558987 = -26190411.056534
  nChanged 50
		SP:Iteration 107Q (50705.220000 sec): 3 clusters
  Score: Raw -26194412.338176 + Penalty 3993.558987 = -26190418.779189
  nChanged 44
		SP:Iteration 108Q (50706.390000 sec): 3 clusters
  Score: Raw -26194418.100789 + Penalty 3993.558987 = -26190424.541802
  nChanged 36
		SP:Iteration 109Q (50707.950000 sec): 3 clusters
  Score: Raw -26194422.029316 + Penalty 3993.558987 = -26190428.470329
  nChanged 34
		SP:Iteration 110Q (50709.550000 sec): 3 clusters
  Score: Raw -26194425.074904 + Penalty 3993.558987 = -26190431.515917
  nChanged 28
		SP:Iteration 111Q (50711.020000 sec): 3 clusters
  Score: Raw -26194427.459030 + Penalty 3993.558987 = -26190433.900043
  nChanged 22
		SP:Iteration 112Q (50712.330000 sec): 3 clusters
  Score: Raw -26194429.852322 + Penalty 3993.558987 = -26190436.293335
  nChanged 23
		SP:Iteration 113Q (50713.940000 sec): 3 clusters
  Score: Raw -26194432.553465 + Penalty 3993.558987 = -26190438.994478
  nChanged 28
		SP:Iteration 114Q (50715.500000 sec): 3 clusters
  Score: Raw -26194437.055321 + Penalty 3993.558987 = -26190443.496334
  nChanged 38
		SP:Iteration 115Q (50716.700000 sec): 3 clusters
  Score: Raw -26194442.089975 + Penalty 3993.558987 = -26190448.530988
  nChanged 31
		SP:Iteration 116Q (50718.000000 sec): 3 clusters
  Score: Raw -26194445.293543 + Penalty 3993.558987 = -26190451.734556
  nChanged 29
		SP:Iteration 117Q (50719.200000 sec): 3 clusters
  Score: Raw -26194448.377102 + Penalty 3993.558987 = -26190454.818115
  nChanged 28
		SP:Iteration 118Q (50720.450000 sec): 3 clusters
  Score: Raw -26194451.479949 + Penalty 3993.558987 = -26190457.920962
  nChanged 29
		SP:Iteration 119Q (50721.740000 sec): 3 clusters
  Score: Raw -26194454.498494 + Penalty 3993.558987 = -26190460.939507
  nChanged 20
		SP:Iteration 120F (50723.080000 sec): 3 clusters
  Score: Raw -26194456.035703 + Penalty 3993.558987 = -26190462.476716
  nChanged 19
		SP:Iteration 121Q (50724.300000 sec): 3 clusters
  Score: Raw -26194457.509026 + Penalty 3993.558987 = -26190463.950039
  nChanged 14
		SP:Iteration 122Q (50725.600000 sec): 3 clusters
  Score: Raw -26194458.265263 + Penalty 3993.558987 = -26190464.706276
  nChanged 8
		SP:Iteration 123Q (50727.050000 sec): 3 clusters
  Score: Raw -26194458.718989 + Penalty 3993.558987 = -26190465.160002
  nChanged 10
		SP:Iteration 124Q (50728.420000 sec): 3 clusters
  Score: Raw -26194459.402779 + Penalty 3993.558987 = -26190465.843792
  nChanged 11
		SP:Iteration 125Q (50729.610000 sec): 3 clusters
  Score: Raw -26194460.306842 + Penalty 3993.558987 = -26190466.747855
  nChanged 10
		SP:Iteration 126Q (50730.810000 sec): 3 clusters
  Score: Raw -26194461.025035 + Penalty 3993.558987 = -26190467.466048
  nChanged 7
		SP:Iteration 127Q (50731.990000 sec): 3 clusters
  Score: Raw -26194461.520804 + Penalty 3993.558987 = -26190467.961817
  nChanged 5
		SP:Iteration 128Q (50733.270000 sec): 3 clusters
  Score: Raw -26194461.883314 + Penalty 3993.558987 = -26190468.324327
  nChanged 1
		SP:Iteration 129Q (50734.560000 sec): 3 clusters
  Score: Raw -26194461.920777 + Penalty 3993.558987 = -26190468.361790
  nChanged 0
		SP:Iteration 130F (50736.030000 sec): 3 clusters
  Score: Raw -26194461.920777 + Penalty 3993.558987 = -26190468.361790
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 6 (2358 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (50736.190000 sec): 2 clusters
  Score: Raw -228809.796352 + Penalty 1261.904976 = -227547.891376
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (50736.340000 sec): 3 clusters
  Score: Raw -228221.738875 + Penalty 2523.809951 = -225697.928924
  nChanged 971
		SP:Iteration 1F (50736.480000 sec): 3 clusters
  Score: Raw -230318.426512 + Penalty 2523.809951 = -227794.616561
  nChanged 316
		SP:Iteration 2F (50736.670000 sec): 3 clusters
  Score: Raw -231162.363630 + Penalty 2523.809951 = -228638.553678
  nChanged 233
		SP:Iteration 3F (50736.790000 sec): 3 clusters
  Score: Raw -232045.611745 + Penalty 2523.809951 = -229521.801794
  nChanged 275
		SP:Iteration 4F (50736.940000 sec): 3 clusters
  Score: Raw -233460.719973 + Penalty 2523.809951 = -230936.910022
  nChanged 217
		SP:Iteration 5F (50737.080000 sec): 3 clusters
  Score: Raw -234899.490226 + Penalty 2523.809951 = -232375.680274
  nChanged 117
		SP:Iteration 6Q (50737.270000 sec): 3 clusters
  Score: Raw -235832.042539 + Penalty 2523.809951 = -233308.232587
  nChanged 84
		SP:Iteration 7Q (50737.450000 sec): 3 clusters
  Score: Raw -236029.470723 + Penalty 2523.809951 = -233505.660771
  nChanged 38
		SP:Iteration 8Q (50737.620000 sec): 3 clusters
  Score: Raw -236085.347501 + Penalty 2523.809951 = -233561.537549
  nChanged 22
		SP:Iteration 9Q (50737.710000 sec): 3 clusters
  Score: Raw -236113.755324 + Penalty 2523.809951 = -233589.945373
  nChanged 13
		SP:Iteration 10Q (50737.890000 sec): 3 clusters
  Score: Raw -236131.747925 + Penalty 2523.809951 = -233607.937973
  nChanged 9
		SP:Iteration 11Q (50738.010000 sec): 3 clusters
  Score: Raw -236137.991224 + Penalty 2523.809951 = -233614.181273
  nChanged 6
		SP:Iteration 12Q (50738.140000 sec): 3 clusters
  Score: Raw -236151.821351 + Penalty 2523.809951 = -233628.011400
  nChanged 5
		SP:Iteration 13Q (50738.300000 sec): 3 clusters
  Score: Raw -236156.619703 + Penalty 2523.809951 = -233632.809752
  nChanged 0
		SP:Iteration 14F (50738.450000 sec): 3 clusters
  Score: Raw -236169.771788 + Penalty 2523.809951 = -233645.961836
  nChanged 4
		SP:Iteration 15Q (50738.620000 sec): 3 clusters
  Score: Raw -236177.567476 + Penalty 2523.809951 = -233653.757525
  nChanged 4
		SP:Iteration 16Q (50738.780000 sec): 3 clusters
  Score: Raw -236180.214993 + Penalty 2523.809951 = -233656.405041
  nChanged 3
		SP:Iteration 17Q (50738.920000 sec): 3 clusters
  Score: Raw -236183.709101 + Penalty 2523.809951 = -233659.899150
  nChanged 1
		SP:Iteration 18Q (50739.110000 sec): 3 clusters
  Score: Raw -236184.058930 + Penalty 2523.809951 = -233660.248979
  nChanged 0
		SP:Iteration 19F (50739.280000 sec): 3 clusters
  Score: Raw -236184.058930 + Penalty 2523.809951 = -233660.248979
  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 6.34 GB.

 Trying to split cluster 7 (11955 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (50739.410000 sec): 2 clusters
  Score: Raw -1395659.719008 + Penalty 1525.697043 = -1394134.021965
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (50739.650000 sec): 3 clusters
  Score: Raw -1388764.610020 + Penalty 3051.394086 = -1385713.215934
  nChanged 5284
		SP:Iteration 1F (50739.840000 sec): 3 clusters
  Score: Raw -1391959.787846 + Penalty 3051.394086 = -1388908.393760
  nChanged 938
		SP:Iteration 2F (50740.100000 sec): 3 clusters
  Score: Raw -1392548.618507 + Penalty 3051.394086 = -1389497.224421
  nChanged 949
		SP:Iteration 3F (50740.350000 sec): 3 clusters
  Score: Raw -1393315.404574 + Penalty 3051.394086 = -1390264.010488
  nChanged 983
		SP:Iteration 4F (50740.540000 sec): 3 clusters
  Score: Raw -1394291.255287 + Penalty 3051.394086 = -1391239.861201
  nChanged 1007
		SP:Iteration 5F (50740.790000 sec): 3 clusters
  Score: Raw -1395527.038205 + Penalty 3051.394086 = -1392475.644119
  nChanged 937
		SP:Iteration 6F (50741.020000 sec): 3 clusters
  Score: Raw -1396974.253376 + Penalty 3051.394086 = -1393922.859290
  nChanged 706
		SP:Iteration 7F (50741.230000 sec): 3 clusters
  Score: Raw -1397761.534974 + Penalty 3051.394086 = -1394710.140888
  nChanged 383
		SP:Iteration 8Q (50741.450000 sec): 3 clusters
  Score: Raw -1398043.788755 + Penalty 3051.394086 = -1394992.394669
  nChanged 264
		SP:Iteration 9Q (50741.670000 sec): 3 clusters
  Score: Raw -1398222.290765 + Penalty 3051.394086 = -1395170.896679
  nChanged 203
		SP:Iteration 10Q (50741.880000 sec): 3 clusters
  Score: Raw -1398353.858927 + Penalty 3051.394086 = -1395302.464841
  nChanged 161
		SP:Iteration 11Q (50742.070000 sec): 3 clusters
  Score: Raw -1398428.644199 + Penalty 3051.394086 = -1395377.250114
  nChanged 109
		SP:Iteration 12Q (50742.280000 sec): 3 clusters
  Score: Raw -1398459.835241 + Penalty 3051.394086 = -1395408.441155
  nChanged 56
		SP:Iteration 13Q (50742.470000 sec): 3 clusters
  Score: Raw -1398471.196704 + Penalty 3051.394086 = -1395419.802618
  nChanged 34
		SP:Iteration 14Q (50742.710000 sec): 3 clusters
  Score: Raw -1398477.165807 + Penalty 3051.394086 = -1395425.771721
  nChanged 22
		SP:Iteration 15Q (50742.920000 sec): 3 clusters
  Score: Raw -1398480.882269 + Penalty 3051.394086 = -1395429.488183
  nChanged 14
		SP:Iteration 16Q (50743.160000 sec): 3 clusters
  Score: Raw -1398483.032011 + Penalty 3051.394086 = -1395431.637925
  nChanged 9
		SP:Iteration 17Q (50743.330000 sec): 3 clusters
  Score: Raw -1398484.101373 + Penalty 3051.394086 = -1395432.707287
  nChanged 5
		SP:Iteration 18Q (50743.550000 sec): 3 clusters
  Score: Raw -1398484.771316 + Penalty 3051.394086 = -1395433.377230
  nChanged 6
		SP:Iteration 19Q (50743.770000 sec): 3 clusters
  Score: Raw -1398485.685829 + Penalty 3051.394086 = -1395434.291743
  nChanged 5
		SP:Iteration 20F (50744.020000 sec): 3 clusters
  Score: Raw -1398486.300256 + Penalty 3051.394086 = -1395434.906170
  nChanged 3
		SP:Iteration 21Q (50744.200000 sec): 3 clusters
  Score: Raw -1398486.647966 + Penalty 3051.394086 = -1395435.253880
  nChanged 5
		SP:Iteration 22Q (50744.420000 sec): 3 clusters
  Score: Raw -1398487.093902 + Penalty 3051.394086 = -1395435.699816
  nChanged 2
		SP:Iteration 23Q (50744.660000 sec): 3 clusters
  Score: Raw -1398487.456821 + Penalty 3051.394086 = -1395436.062735
  nChanged 3
		SP:Iteration 24Q (50744.870000 sec): 3 clusters
  Score: Raw -1398487.952363 + Penalty 3051.394086 = -1395436.558277
  nChanged 3
		SP:Iteration 25Q (50745.090000 sec): 3 clusters
  Score: Raw -1398488.252205 + Penalty 3051.394086 = -1395436.858119
  nChanged 0
		SP:Iteration 26F (50745.350000 sec): 3 clusters
  Score: Raw -1398488.252205 + Penalty 3051.394086 = -1395436.858119
  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 6.34 GB.

 Trying to split cluster 8 (35797 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (50745.570000 sec): 2 clusters
  Score: Raw -4276630.734007 + Penalty 1703.913148 = -4274926.820860
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (50745.970000 sec): 3 clusters
  Score: Raw -4254433.840058 + Penalty 3407.826295 = -4251026.013763
  nChanged 16554
		SP:Iteration 1F (50746.380000 sec): 3 clusters
  Score: Raw -4266344.619338 + Penalty 3407.826295 = -4262936.793043
  nChanged 2994
		SP:Iteration 2F (50746.710000 sec): 3 clusters
  Score: Raw -4271806.534193 + Penalty 3407.826295 = -4268398.707898
  nChanged 3636
		SP:Iteration 3F (50747.050000 sec): 3 clusters
  Score: Raw -4276189.217489 + Penalty 3407.826295 = -4272781.391194
  nChanged 3018
		SP:Iteration 4F (50747.450000 sec): 3 clusters
  Score: Raw -4278609.262371 + Penalty 3407.826295 = -4275201.436075
  nChanged 2332
		SP:Iteration 5F (50747.760000 sec): 3 clusters
  Score: Raw -4280148.441340 + Penalty 3407.826295 = -4276740.615045
  nChanged 1831
		SP:Iteration 6F (50748.150000 sec): 3 clusters
  Score: Raw -4281240.041943 + Penalty 3407.826295 = -4277832.215647
  nChanged 1541
		SP:Iteration 7Q (50748.510000 sec): 3 clusters
  Score: Raw -4282144.951331 + Penalty 3407.826295 = -4278737.125036
  nChanged 1377
		SP:Iteration 8Q (50748.900000 sec): 3 clusters
  Score: Raw -4282984.060333 + Penalty 3407.826295 = -4279576.234038
  nChanged 1286
		SP:Iteration 9Q (50749.240000 sec): 3 clusters
  Score: Raw -4283824.296504 + Penalty 3407.826295 = -4280416.470208
  nChanged 1196
		SP:Iteration 10Q (50749.610000 sec): 3 clusters
  Score: Raw -4284697.942981 + Penalty 3407.826295 = -4281290.116685
  nChanged 1090
		SP:Iteration 11Q (50749.980000 sec): 3 clusters
  Score: Raw -4285746.547459 + Penalty 3407.826295 = -4282338.721164
  nChanged 926
		SP:Iteration 12Q (50750.280000 sec): 3 clusters
  Score: Raw -4286871.997220 + Penalty 3407.826295 = -4283464.170925
  nChanged 648
		SP:Iteration 13Q (50750.630000 sec): 3 clusters
  Score: Raw -4287595.652610 + Penalty 3407.826295 = -4284187.826314
  nChanged 469
		SP:Iteration 14Q (50751.010000 sec): 3 clusters
  Score: Raw -4288103.956522 + Penalty 3407.826295 = -4284696.130227
  nChanged 374
		SP:Iteration 15Q (50751.320000 sec): 3 clusters
  Score: Raw -4288650.678891 + Penalty 3407.826295 = -4285242.852596
  nChanged 278
		SP:Iteration 16Q (50751.620000 sec): 3 clusters
  Score: Raw -4289190.899410 + Penalty 3407.826295 = -4285783.073115
  nChanged 214
		SP:Iteration 17Q (50751.960000 sec): 3 clusters
  Score: Raw -4289668.921464 + Penalty 3407.826295 = -4286261.095169
  nChanged 149
		SP:Iteration 18Q (50752.290000 sec): 3 clusters
  Score: Raw -4289972.945227 + Penalty 3407.826295 = -4286565.118932
  nChanged 66
		SP:Iteration 19Q (50752.620000 sec): 3 clusters
  Score: Raw -4290036.375526 + Penalty 3407.826295 = -4286628.549231
  nChanged 23
		SP:Iteration 20F (50753.030000 sec): 3 clusters
  Score: Raw -4290045.474863 + Penalty 3407.826295 = -4286637.648567
  nChanged 9
		SP:Iteration 21Q (50753.370000 sec): 3 clusters
  Score: Raw -4290047.111266 + Penalty 3407.826295 = -4286639.284971
  nChanged 2
		SP:Iteration 22Q (50753.720000 sec): 3 clusters
  Score: Raw -4290047.307401 + Penalty 3407.826295 = -4286639.481106
  nChanged 0
		SP:Iteration 23F (50754.180000 sec): 3 clusters
  Score: Raw -4290047.307401 + Penalty 3407.826295 = -4286639.481106
  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 6.34 GB.

 Trying to split cluster 10 (9554 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (50754.290000 sec): 2 clusters
  Score: Raw -1070638.009125 + Penalty 1489.266219 = -1069148.742905
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (50754.490000 sec): 3 clusters
  Score: Raw -1065315.711574 + Penalty 2978.532438 = -1062337.179136
  nChanged 4168
		SP:Iteration 1F (50754.680000 sec): 3 clusters
  Score: Raw -1068143.434319 + Penalty 2978.532438 = -1065164.901881
  nChanged 912
		SP:Iteration 2F (50754.880000 sec): 3 clusters
  Score: Raw -1069000.337275 + Penalty 2978.532438 = -1066021.804837
  nChanged 824
		SP:Iteration 3F (50755.090000 sec): 3 clusters
  Score: Raw -1069820.133463 + Penalty 2978.532438 = -1066841.601025
  nChanged 739
		SP:Iteration 4F (50755.270000 sec): 3 clusters
  Score: Raw -1070490.103368 + Penalty 2978.532438 = -1067511.570930
  nChanged 509
		SP:Iteration 5F (50755.480000 sec): 3 clusters
  Score: Raw -1070931.741977 + Penalty 2978.532438 = -1067953.209538
  nChanged 342
		SP:Iteration 6Q (50755.650000 sec): 3 clusters
  Score: Raw -1071215.999358 + Penalty 2978.532438 = -1068237.466920
  nChanged 222
		SP:Iteration 7Q (50755.860000 sec): 3 clusters
  Score: Raw -1071370.413074 + Penalty 2978.532438 = -1068391.880636
  nChanged 160
		SP:Iteration 8Q (50756.140000 sec): 3 clusters
  Score: Raw -1071460.876806 + Penalty 2978.532438 = -1068482.344368
  nChanged 128
		SP:Iteration 9Q (50756.330000 sec): 3 clusters
  Score: Raw -1071525.902300 + Penalty 2978.532438 = -1068547.369862
  nChanged 101
		SP:Iteration 10Q (50756.500000 sec): 3 clusters
  Score: Raw -1071572.072858 + Penalty 2978.532438 = -1068593.540420
  nChanged 75
		SP:Iteration 11Q (50756.760000 sec): 3 clusters
  Score: Raw -1071605.140184 + Penalty 2978.532438 = -1068626.607746
  nChanged 58
		SP:Iteration 12Q (50756.980000 sec): 3 clusters
  Score: Raw -1071623.898448 + Penalty 2978.532438 = -1068645.366010
  nChanged 49
		SP:Iteration 13Q (50757.190000 sec): 3 clusters
  Score: Raw -1071639.972971 + Penalty 2978.532438 = -1068661.440533
  nChanged 37
		SP:Iteration 14Q (50757.380000 sec): 3 clusters
  Score: Raw -1071651.471159 + Penalty 2978.532438 = -1068672.938721
  nChanged 34
		SP:Iteration 15Q (50757.560000 sec): 3 clusters
  Score: Raw -1071658.623369 + Penalty 2978.532438 = -1068680.090931
  nChanged 22
		SP:Iteration 16Q (50757.770000 sec): 3 clusters
  Score: Raw -1071662.603905 + Penalty 2978.532438 = -1068684.071467
  nChanged 11
		SP:Iteration 17Q (50757.940000 sec): 3 clusters
  Score: Raw -1071664.207300 + Penalty 2978.532438 = -1068685.674862
  nChanged 8
		SP:Iteration 18Q (50758.170000 sec): 3 clusters
  Score: Raw -1071665.088443 + Penalty 2978.532438 = -1068686.556005
  nChanged 3
		SP:Iteration 19Q (50758.410000 sec): 3 clusters
  Score: Raw -1071665.409552 + Penalty 2978.532438 = -1068686.877114
  nChanged 4
		SP:Iteration 20F (50758.610000 sec): 3 clusters
  Score: Raw -1071666.083315 + Penalty 2978.532438 = -1068687.550877
  nChanged 2
		SP:Iteration 21Q (50758.880000 sec): 3 clusters
  Score: Raw -1071666.374512 + Penalty 2978.532438 = -1068687.842073
  nChanged 3
		SP:Iteration 22Q (50759.050000 sec): 3 clusters
  Score: Raw -1071666.992906 + Penalty 2978.532438 = -1068688.460468
  nChanged 4
		SP:Iteration 23Q (50759.280000 sec): 3 clusters
  Score: Raw -1071667.768939 + Penalty 2978.532438 = -1068689.236501
  nChanged 5
		SP:Iteration 24Q (50759.450000 sec): 3 clusters
  Score: Raw -1071668.140689 + Penalty 2978.532438 = -1068689.608251
  nChanged 3
		SP:Iteration 25Q (50759.700000 sec): 3 clusters
  Score: Raw -1071668.324102 + Penalty 2978.532438 = -1068689.791664
  nChanged 1
		SP:Iteration 26Q (50759.900000 sec): 3 clusters
  Score: Raw -1071668.406479 + Penalty 2978.532438 = -1068689.874041
  nChanged 1
		SP:Iteration 27Q (50760.100000 sec): 3 clusters
  Score: Raw -1071668.470176 + Penalty 2978.532438 = -1068689.937738
  nChanged 0
		SP:Iteration 28F (50760.270000 sec): 3 clusters
  Score: Raw -1071668.470176 + Penalty 2978.532438 = -1068689.937738
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 11 (8366 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (50760.400000 sec): 2 clusters
  Score: Raw -920237.440238 + Penalty 1467.688812 = -918769.751426
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (50760.620000 sec): 3 clusters
  Score: Raw -915598.993611 + Penalty 2935.377624 = -912663.615987
  nChanged 3617
		SP:Iteration 1F (50760.810000 sec): 3 clusters
  Score: Raw -918455.818347 + Penalty 2935.377624 = -915520.440723
  nChanged 933
		SP:Iteration 2F (50760.990000 sec): 3 clusters
  Score: Raw -919798.125633 + Penalty 2935.377624 = -916862.748009
  nChanged 882
		SP:Iteration 3F (50761.170000 sec): 3 clusters
  Score: Raw -920895.609928 + Penalty 2935.377624 = -917960.232304
  nChanged 742
		SP:Iteration 4F (50761.350000 sec): 3 clusters
  Score: Raw -921698.816187 + Penalty 2935.377624 = -918763.438562
  nChanged 522
		SP:Iteration 5F (50761.550000 sec): 3 clusters
  Score: Raw -922182.142993 + Penalty 2935.377624 = -919246.765369
  nChanged 369
		SP:Iteration 6Q (50761.770000 sec): 3 clusters
  Score: Raw -922479.499373 + Penalty 2935.377624 = -919544.121748
  nChanged 269
		SP:Iteration 7Q (50761.970000 sec): 3 clusters
  Score: Raw -922675.296723 + Penalty 2935.377624 = -919739.919098
  nChanged 193
		SP:Iteration 8Q (50762.150000 sec): 3 clusters
  Score: Raw -922826.804786 + Penalty 2935.377624 = -919891.427162
  nChanged 158
		SP:Iteration 9Q (50762.350000 sec): 3 clusters
  Score: Raw -922962.772749 + Penalty 2935.377624 = -920027.395124
  nChanged 133
		SP:Iteration 10Q (50762.550000 sec): 3 clusters
  Score: Raw -923077.918481 + Penalty 2935.377624 = -920142.540856
  nChanged 111
		SP:Iteration 11Q (50762.770000 sec): 3 clusters
  Score: Raw -923186.038938 + Penalty 2935.377624 = -920250.661314
  nChanged 98
		SP:Iteration 12Q (50762.910000 sec): 3 clusters
  Score: Raw -923275.486245 + Penalty 2935.377624 = -920340.108621
  nChanged 85
		SP:Iteration 13Q (50763.110000 sec): 3 clusters
  Score: Raw -923344.547638 + Penalty 2935.377624 = -920409.170013
  nChanged 76
		SP:Iteration 14Q (50763.340000 sec): 3 clusters
  Score: Raw -923399.412761 + Penalty 2935.377624 = -920464.035137
  nChanged 62
		SP:Iteration 15Q (50763.520000 sec): 3 clusters
  Score: Raw -923437.286481 + Penalty 2935.377624 = -920501.908856
  nChanged 42
		SP:Iteration 16Q (50763.720000 sec): 3 clusters
  Score: Raw -923466.675519 + Penalty 2935.377624 = -920531.297895
  nChanged 32
		SP:Iteration 17Q (50763.900000 sec): 3 clusters
  Score: Raw -923475.783493 + Penalty 2935.377624 = -920540.405869
  nChanged 22
		SP:Iteration 18Q (50764.070000 sec): 3 clusters
  Score: Raw -923485.250497 + Penalty 2935.377624 = -920549.872873
  nChanged 21
		SP:Iteration 19Q (50764.300000 sec): 3 clusters
  Score: Raw -923493.032574 + Penalty 2935.377624 = -920557.654949
  nChanged 21
		SP:Iteration 20F (50764.440000 sec): 3 clusters
  Score: Raw -923508.514815 + Penalty 2935.377624 = -920573.137190
  nChanged 22
		SP:Iteration 21Q (50764.670000 sec): 3 clusters
  Score: Raw -923529.238278 + Penalty 2935.377624 = -920593.860653
  nChanged 25
		SP:Iteration 22Q (50764.850000 sec): 3 clusters
  Score: Raw -923542.726314 + Penalty 2935.377624 = -920607.348690
  nChanged 20
		SP:Iteration 23Q (50765.040000 sec): 3 clusters
  Score: Raw -923553.616524 + Penalty 2935.377624 = -920618.238900
  nChanged 21
		SP:Iteration 24Q (50765.240000 sec): 3 clusters
  Score: Raw -923576.786591 + Penalty 2935.377624 = -920641.408966
  nChanged 37
		SP:Iteration 25Q (50765.390000 sec): 3 clusters
  Score: Raw -923593.803755 + Penalty 2935.377624 = -920658.426131
  nChanged 32
		SP:Iteration 26Q (50765.600000 sec): 3 clusters
  Score: Raw -923609.185932 + Penalty 2935.377624 = -920673.808308
  nChanged 34
		SP:Iteration 27Q (50765.790000 sec): 3 clusters
  Score: Raw -923623.802326 + Penalty 2935.377624 = -920688.424702
  nChanged 31
		SP:Iteration 28Q (50765.960000 sec): 3 clusters
  Score: Raw -923638.889087 + Penalty 2935.377624 = -920703.511463
  nChanged 30
		SP:Iteration 29Q (50766.150000 sec): 3 clusters
  Score: Raw -923648.592034 + Penalty 2935.377624 = -920713.214410
  nChanged 20
		SP:Iteration 30Q (50766.320000 sec): 3 clusters
  Score: Raw -923659.234264 + Penalty 2935.377624 = -920723.856640
  nChanged 32
		SP:Iteration 31Q (50766.520000 sec): 3 clusters
  Score: Raw -923672.239611 + Penalty 2935.377624 = -920736.861986
  nChanged 34
		SP:Iteration 32Q (50766.720000 sec): 3 clusters
  Score: Raw -923686.602475 + Penalty 2935.377624 = -920751.224851
  nChanged 41
		SP:Iteration 33Q (50766.890000 sec): 3 clusters
  Score: Raw -923704.042819 + Penalty 2935.377624 = -920768.665194
  nChanged 39
		SP:Iteration 34Q (50767.110000 sec): 3 clusters
  Score: Raw -923737.520914 + Penalty 2935.377624 = -920802.143289
  nChanged 62
		SP:Iteration 35Q (50767.320000 sec): 3 clusters
  Score: Raw -923800.433314 + Penalty 2935.377624 = -920865.055689
  nChanged 85
		SP:Iteration 36Q (50767.510000 sec): 3 clusters
  Score: Raw -923890.191959 + Penalty 2935.377624 = -920954.814335
  nChanged 80
		SP:Iteration 37Q (50767.720000 sec): 3 clusters
  Score: Raw -923962.933820 + Penalty 2935.377624 = -921027.556196
  nChanged 77
		SP:Iteration 38Q (50767.910000 sec): 3 clusters
  Score: Raw -924020.855240 + Penalty 2935.377624 = -921085.477616
  nChanged 74
		SP:Iteration 39Q (50768.120000 sec): 3 clusters
  Score: Raw -924114.558337 + Penalty 2935.377624 = -921179.180712
  nChanged 70
		SP:Iteration 40F (50768.310000 sec): 3 clusters
  Score: Raw -924208.789852 + Penalty 2935.377624 = -921273.412228
  nChanged 85
		SP:Iteration 41Q (50768.500000 sec): 3 clusters
  Score: Raw -924260.741664 + Penalty 2935.377624 = -921325.364040
  nChanged 74
		SP:Iteration 42Q (50768.680000 sec): 3 clusters
  Score: Raw -924295.486628 + Penalty 2935.377624 = -921360.109004
  nChanged 69
		SP:Iteration 43Q (50768.830000 sec): 3 clusters
  Score: Raw -924325.167055 + Penalty 2935.377624 = -921389.789431
  nChanged 66
		SP:Iteration 44Q (50769.070000 sec): 3 clusters
  Score: Raw -924366.005172 + Penalty 2935.377624 = -921430.627547
  nChanged 91
		SP:Iteration 45Q (50769.270000 sec): 3 clusters
  Score: Raw -924457.285883 + Penalty 2935.377624 = -921521.908259
  nChanged 124
		SP:Iteration 46Q (50769.460000 sec): 3 clusters
  Score: Raw -924603.891708 + Penalty 2935.377624 = -921668.514083
  nChanged 151
		SP:Iteration 47Q (50769.630000 sec): 3 clusters
  Score: Raw -924765.524432 + Penalty 2935.377624 = -921830.146807
  nChanged 181
		SP:Iteration 48Q (50769.840000 sec): 3 clusters
  Score: Raw -924983.227218 + Penalty 2935.377624 = -922047.849594
  nChanged 208
		SP:Iteration 49Q (50770.010000 sec): 3 clusters
  Score: Raw -925231.165440 + Penalty 2935.377624 = -922295.787816
  nChanged 209
		SP:Iteration 50Q (50770.180000 sec): 3 clusters
  Score: Raw -925488.148264 + Penalty 2935.377624 = -922552.770639
  nChanged 159
		SP:Iteration 51Q (50770.400000 sec): 3 clusters
  Score: Raw -925694.202126 + Penalty 2935.377624 = -922758.824502
  nChanged 135
		SP:Iteration 52Q (50770.580000 sec): 3 clusters
  Score: Raw -925891.822388 + Penalty 2935.377624 = -922956.444764
  nChanged 101
		SP:Iteration 53Q (50770.760000 sec): 3 clusters
  Score: Raw -926061.843302 + Penalty 2935.377624 = -923126.465678
  nChanged 91
		SP:Iteration 54Q (50770.950000 sec): 3 clusters
  Score: Raw -926194.240662 + Penalty 2935.377624 = -923258.863037
  nChanged 67
		SP:Iteration 55Q (50771.100000 sec): 3 clusters
  Score: Raw -926272.179984 + Penalty 2935.377624 = -923336.802360
  nChanged 47
		SP:Iteration 56Q (50771.280000 sec): 3 clusters
  Score: Raw -926412.998206 + Penalty 2935.377624 = -923477.620581
  nChanged 55
		SP:Iteration 57Q (50771.510000 sec): 3 clusters
  Score: Raw -926532.135158 + Penalty 2935.377624 = -923596.757533
  nChanged 54
		SP:Iteration 58Q (50771.720000 sec): 3 clusters
  Score: Raw -926591.846076 + Penalty 2935.377624 = -923656.468452
  nChanged 32
		SP:Iteration 59Q (50771.940000 sec): 3 clusters
  Score: Raw -926610.798159 + Penalty 2935.377624 = -923675.420535
  nChanged 24
		SP:Iteration 60F (50772.160000 sec): 3 clusters
  Score: Raw -926664.478764 + Penalty 2935.377624 = -923729.101140
  nChanged 42
		SP:Iteration 61Q (50772.330000 sec): 3 clusters
  Score: Raw -926700.812728 + Penalty 2935.377624 = -923765.435103
  nChanged 16
		SP:Iteration 62Q (50772.540000 sec): 3 clusters
  Score: Raw -926712.262767 + Penalty 2935.377624 = -923776.885142
  nChanged 13
		SP:Iteration 63Q (50772.720000 sec): 3 clusters
  Score: Raw -926720.258078 + Penalty 2935.377624 = -923784.880453
  nChanged 7
		SP:Iteration 64Q (50772.940000 sec): 3 clusters
  Score: Raw -926725.331047 + Penalty 2935.377624 = -923789.953423
  nChanged 3
		SP:Iteration 65Q (50773.100000 sec): 3 clusters
  Score: Raw -926726.071104 + Penalty 2935.377624 = -923790.693480
  nChanged 2
		SP:Iteration 66Q (50773.290000 sec): 3 clusters
  Score: Raw -926727.119426 + Penalty 2935.377624 = -923791.741802
  nChanged 1
		SP:Iteration 67Q (50773.440000 sec): 3 clusters
  Score: Raw -926727.664164 + Penalty 2935.377624 = -923792.286540
  nChanged 0
		SP:Iteration 68F (50773.590000 sec): 3 clusters
  Score: Raw -926727.664164 + Penalty 2935.377624 = -923792.286540
  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 6.34 GB.

 Trying to split cluster 12 (1787 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (50773.710000 sec): 2 clusters
  Score: Raw -207551.805399 + Penalty 1216.847696 = -206334.957703
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (50773.860000 sec): 3 clusters
  Score: Raw -206834.082591 + Penalty 2433.695392 = -204400.387199
  nChanged 643
		SP:Iteration 1F (50774.010000 sec): 3 clusters
  Score: Raw -207322.698664 + Penalty 2433.695392 = -204889.003271
  nChanged 131
		SP:Iteration 2F (50774.130000 sec): 3 clusters
  Score: Raw -207452.117752 + Penalty 2433.695392 = -205018.422360
  nChanged 101
		SP:Iteration 3F (50774.270000 sec): 3 clusters
  Score: Raw -207573.780126 + Penalty 2433.695392 = -205140.084733
  nChanged 87
		SP:Iteration 4Q (50774.390000 sec): 3 clusters
  Score: Raw -207706.559012 + Penalty 2433.695392 = -205272.863619
  nChanged 92
		SP:Iteration 5F (50774.520000 sec): 3 clusters
  Score: Raw -207891.130818 + Penalty 2433.695392 = -205457.435426
  nChanged 106
		SP:Iteration 6F (50774.650000 sec): 3 clusters
  Score: Raw -208220.338218 + Penalty 2433.695392 = -205786.642825
  nChanged 101
		SP:Iteration 7F (50774.790000 sec): 3 clusters
  Score: Raw -209012.916990 + Penalty 2433.695392 = -206579.221598
  nChanged 154
		SP:Iteration 8F (50774.940000 sec): 3 clusters
  Score: Raw -209433.603475 + Penalty 2433.695392 = -206999.908082
  nChanged 141
		SP:Iteration 9F (50775.080000 sec): 3 clusters
  Score: Raw -209717.713226 + Penalty 2433.695392 = -207284.017833
  nChanged 84
		SP:Iteration 10Q (50775.240000 sec): 3 clusters
  Score: Raw -209863.038887 + Penalty 2433.695392 = -207429.343495
  nChanged 49
		SP:Iteration 11Q (50775.380000 sec): 3 clusters
  Score: Raw -209967.185863 + Penalty 2433.695392 = -207533.490470
  nChanged 31
		SP:Iteration 12Q (50775.610000 sec): 3 clusters
  Score: Raw -210066.693915 + Penalty 2433.695392 = -207632.998522
  nChanged 29
		SP:Iteration 13Q (50775.780000 sec): 3 clusters
  Score: Raw -210194.865434 + Penalty 2433.695392 = -207761.170042
  nChanged 10
		SP:Iteration 14Q (50775.930000 sec): 3 clusters
  Score: Raw -210262.897585 + Penalty 2433.695392 = -207829.202192
  nChanged 12
		SP:Iteration 15Q (50776.100000 sec): 3 clusters
  Score: Raw -210364.151588 + Penalty 2433.695392 = -207930.456195
  nChanged 11
		SP:Iteration 16Q (50776.310000 sec): 3 clusters
  Score: Raw -210490.042925 + Penalty 2433.695392 = -208056.347533
  nChanged 2
		SP:Iteration 17Q (50776.490000 sec): 3 clusters
  Score: Raw -210525.300969 + Penalty 2433.695392 = -208091.605577
  nChanged 2
		SP:Iteration 18Q (50776.610000 sec): 3 clusters
  Score: Raw -210603.511390 + Penalty 2433.695392 = -208169.815997
  nChanged 2
		SP:Iteration 19Q (50776.740000 sec): 3 clusters
  Score: Raw -210660.473748 + Penalty 2433.695392 = -208226.778356
  nChanged 1
		SP:Iteration 20F (50776.900000 sec): 3 clusters
  Score: Raw -210665.800941 + Penalty 2433.695392 = -208232.105548
  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 6.34 GB.

 Trying to split cluster 13 (1180 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (50776.990000 sec): 2 clusters
  Score: Raw -140798.009845 + Penalty 1149.406329 = -139648.603516
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (50777.170000 sec): 3 clusters
  Score: Raw -140356.619736 + Penalty 2298.812658 = -138057.807078
  nChanged 383
		SP:Iteration 1F (50777.300000 sec): 3 clusters
  Score: Raw -140671.866713 + Penalty 2298.812658 = -138373.054054
  nChanged 107
		SP:Iteration 2F (50777.480000 sec): 3 clusters
  Score: Raw -140781.291436 + Penalty 2298.812658 = -138482.478778
  nChanged 70
		SP:Iteration 3F (50777.640000 sec): 3 clusters
  Score: Raw -140860.009732 + Penalty 2298.812658 = -138561.197074
  nChanged 55
		SP:Iteration 4Q (50777.800000 sec): 3 clusters
  Score: Raw -140919.917743 + Penalty 2298.812658 = -138621.105085
  nChanged 39
		SP:Iteration 5Q (50777.950000 sec): 3 clusters
  Score: Raw -140987.374976 + Penalty 2298.812658 = -138688.562318
  nChanged 47
		SP:Iteration 6Q (50778.100000 sec): 3 clusters
  Score: Raw -141076.668636 + Penalty 2298.812658 = -138777.855978
  nChanged 53
		SP:Iteration 7Q (50778.270000 sec): 3 clusters
  Score: Raw -141177.524704 + Penalty 2298.812658 = -138878.712046
  nChanged 44
		SP:Iteration 8Q (50778.430000 sec): 3 clusters
  Score: Raw -141262.542067 + Penalty 2298.812658 = -138963.729409
  nChanged 43
		SP:Iteration 9Q (50778.590000 sec): 3 clusters
  Score: Raw -141347.486585 + Penalty 2298.812658 = -139048.673927
  nChanged 42
		SP:Iteration 10Q (50778.730000 sec): 3 clusters
  Score: Raw -141446.873114 + Penalty 2298.812658 = -139148.060456
  nChanged 44
		SP:Iteration 11Q (50778.850000 sec): 3 clusters
  Score: Raw -141633.231929 + Penalty 2298.812658 = -139334.419271
  nChanged 52
		SP:Iteration 12Q (50779.020000 sec): 3 clusters
  Score: Raw -141996.812335 + Penalty 2298.812658 = -139697.999677
  nChanged 44
		SP:Iteration 13Q (50779.210000 sec): 3 clusters
  Score: Raw -142364.902225 + Penalty 2298.812658 = -140066.089567
  nChanged 16
		SP:Iteration 14Q (50779.410000 sec): 3 clusters
  Score: Raw -142486.686008 + Penalty 2298.812658 = -140187.873350
  nChanged 5
		SP:Iteration 15Q (50779.540000 sec): 3 clusters
  Score: Raw -142530.518103 + Penalty 2298.812658 = -140231.705445
  nChanged 3
		SP:Iteration 16Q (50779.700000 sec): 3 clusters
  Score: Raw -142544.458185 + Penalty 2298.812658 = -140245.645527
  nChanged 2
		SP:Iteration 17Q (50779.830000 sec): 3 clusters
  Score: Raw -142552.904485 + Penalty 2298.812658 = -140254.091826
  nChanged 1
		SP:Iteration 18Q (50779.960000 sec): 3 clusters
  Score: Raw -142554.994533 + Penalty 2298.812658 = -140256.181875
  nChanged 0
		SP:Iteration 19F (50780.080000 sec): 3 clusters
  Score: Raw -142554.994533 + Penalty 2298.812658 = -140256.181875
  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 6.34 GB.

 Trying to split cluster 14 (615 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (50780.210000 sec): 2 clusters
  Score: Raw -63288.404669 + Penalty 1043.513619 = -62244.891050
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (50780.400000 sec): 3 clusters
  Score: Raw -63214.384197 + Penalty 2087.027237 = -61127.356960
  nChanged 163
		SP:Iteration 1F (50780.540000 sec): 3 clusters
  Score: Raw -63576.311175 + Penalty 2087.027237 = -61489.283938
  nChanged 78
		SP:Iteration 2F (50780.720000 sec): 3 clusters
  Score: Raw -63939.919524 + Penalty 2087.027237 = -61852.892287
  nChanged 68
		SP:Iteration 3F (50780.820000 sec): 3 clusters
  Score: Raw -64468.570355 + Penalty 2087.027237 = -62381.543118
  nChanged 55
		SP:Iteration 4F (50780.980000 sec): 3 clusters
  Score: Raw -64738.802784 + Penalty 2087.027237 = -62651.775547
  nChanged 18
		SP:Iteration 5Q (50781.140000 sec): 3 clusters
  Score: Raw -64849.408578 + Penalty 2087.027237 = -62762.381341
  nChanged 6
		SP:Iteration 6Q (50781.320000 sec): 3 clusters
  Score: Raw -64875.170262 + Penalty 2087.027237 = -62788.143025
  nChanged 3
		SP:Iteration 7Q (50781.510000 sec): 3 clusters
  Score: Raw -64879.549669 + Penalty 2087.027237 = -62792.522432
  nChanged 0
		SP:Iteration 8F (50781.650000 sec): 3 clusters
  Score: Raw -64879.549669 + Penalty 2087.027237 = -62792.522432
  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 6.34 GB.

 Trying to split cluster 15 (25453 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (50781.900000 sec): 2 clusters
  Score: Raw -2934615.552828 + Penalty 1648.495695 = -2932967.057133
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (50782.170000 sec): 3 clusters
  Score: Raw -2919258.897794 + Penalty 3296.991390 = -2915961.906403
  nChanged 11476
		SP:Iteration 1F (50782.420000 sec): 3 clusters
  Score: Raw -2926677.354330 + Penalty 3296.991390 = -2923380.362940
  nChanged 2098
		SP:Iteration 2F (50782.750000 sec): 3 clusters
  Score: Raw -2928501.477591 + Penalty 3296.991390 = -2925204.486201
  nChanged 2189
		SP:Iteration 3F (50783.020000 sec): 3 clusters
  Score: Raw -2930460.622376 + Penalty 3296.991390 = -2927163.630986
  nChanged 2057
		SP:Iteration 4F (50783.340000 sec): 3 clusters
  Score: Raw -2932027.367668 + Penalty 3296.991390 = -2928730.376278
  nChanged 1689
		SP:Iteration 5F (50783.620000 sec): 3 clusters
  Score: Raw -2933131.768494 + Penalty 3296.991390 = -2929834.777104
  nChanged 1339
		SP:Iteration 6F (50783.960000 sec): 3 clusters
  Score: Raw -2934021.504209 + Penalty 3296.991390 = -2930724.512818
  nChanged 1182
		SP:Iteration 7Q (50784.210000 sec): 3 clusters
  Score: Raw -2935062.000379 + Penalty 3296.991390 = -2931765.008989
  nChanged 1234
		SP:Iteration 8Q (50784.520000 sec): 3 clusters
  Score: Raw -2936745.438862 + Penalty 3296.991390 = -2933448.447472
  nChanged 1465
		SP:Iteration 9F (50784.830000 sec): 3 clusters
  Score: Raw -2939176.875616 + Penalty 3296.991390 = -2935879.884226
  nChanged 1418
		SP:Iteration 10F (50785.170000 sec): 3 clusters
  Score: Raw -2941194.801637 + Penalty 3296.991390 = -2937897.810247
  nChanged 1025
		SP:Iteration 11Q (50785.480000 sec): 3 clusters
  Score: Raw -2942164.558724 + Penalty 3296.991390 = -2938867.567334
  nChanged 669
		SP:Iteration 12Q (50785.760000 sec): 3 clusters
  Score: Raw -2942729.797399 + Penalty 3296.991390 = -2939432.806009
  nChanged 461
		SP:Iteration 13Q (50786.060000 sec): 3 clusters
  Score: Raw -2943185.489472 + Penalty 3296.991390 = -2939888.498082
  nChanged 301
		SP:Iteration 14Q (50786.340000 sec): 3 clusters
  Score: Raw -2943359.183593 + Penalty 3296.991390 = -2940062.192203
  nChanged 202
		SP:Iteration 15Q (50786.600000 sec): 3 clusters
  Score: Raw -2943415.532090 + Penalty 3296.991390 = -2940118.540700
  nChanged 118
		SP:Iteration 16Q (50786.880000 sec): 3 clusters
  Score: Raw -2943437.456930 + Penalty 3296.991390 = -2940140.465540
  nChanged 71
		SP:Iteration 17Q (50787.170000 sec): 3 clusters
  Score: Raw -2943447.541932 + Penalty 3296.991390 = -2940150.550542
  nChanged 50
		SP:Iteration 18Q (50787.490000 sec): 3 clusters
  Score: Raw -2943453.539768 + Penalty 3296.991390 = -2940156.548378
  nChanged 44
		SP:Iteration 19Q (50787.780000 sec): 3 clusters
  Score: Raw -2943458.622879 + Penalty 3296.991390 = -2940161.631489
  nChanged 40
		SP:Iteration 20F (50788.100000 sec): 3 clusters
  Score: Raw -2943462.204256 + Penalty 3296.991390 = -2940165.212865
  nChanged 28
		SP:Iteration 21Q (50788.430000 sec): 3 clusters
  Score: Raw -2943464.943493 + Penalty 3296.991390 = -2940167.952103
  nChanged 30
		SP:Iteration 22Q (50788.730000 sec): 3 clusters
  Score: Raw -2943467.356320 + Penalty 3296.991390 = -2940170.364930
  nChanged 20
		SP:Iteration 23Q (50789.010000 sec): 3 clusters
  Score: Raw -2943470.114455 + Penalty 3296.991390 = -2940173.123065
  nChanged 20
		SP:Iteration 24Q (50789.310000 sec): 3 clusters
  Score: Raw -2943472.013842 + Penalty 3296.991390 = -2940175.022452
  nChanged 19
		SP:Iteration 25Q (50789.640000 sec): 3 clusters
  Score: Raw -2943473.483617 + Penalty 3296.991390 = -2940176.492227
  nChanged 14
		SP:Iteration 26Q (50789.950000 sec): 3 clusters
  Score: Raw -2943474.646632 + Penalty 3296.991390 = -2940177.655241
  nChanged 17
		SP:Iteration 27Q (50790.260000 sec): 3 clusters
  Score: Raw -2943476.129185 + Penalty 3296.991390 = -2940179.137794
  nChanged 16
		SP:Iteration 28Q (50790.520000 sec): 3 clusters
  Score: Raw -2943477.209381 + Penalty 3296.991390 = -2940180.217990
  nChanged 8
		SP:Iteration 29Q (50790.800000 sec): 3 clusters
  Score: Raw -2943477.795321 + Penalty 3296.991390 = -2940180.803931
  nChanged 3
		SP:Iteration 30Q (50791.080000 sec): 3 clusters
  Score: Raw -2943477.987054 + Penalty 3296.991390 = -2940180.995664
  nChanged 4
		SP:Iteration 31Q (50791.380000 sec): 3 clusters
  Score: Raw -2943478.265051 + Penalty 3296.991390 = -2940181.273661
  nChanged 4
		SP:Iteration 32Q (50791.710000 sec): 3 clusters
  Score: Raw -2943478.416534 + Penalty 3296.991390 = -2940181.425144
  nChanged 4
		SP:Iteration 33Q (50791.960000 sec): 3 clusters
  Score: Raw -2943478.736198 + Penalty 3296.991390 = -2940181.744808
  nChanged 7
		SP:Iteration 34Q (50792.270000 sec): 3 clusters
  Score: Raw -2943479.084504 + Penalty 3296.991390 = -2940182.093113
  nChanged 4
		SP:Iteration 35Q (50792.580000 sec): 3 clusters
  Score: Raw -2943479.536153 + Penalty 3296.991390 = -2940182.544763
  nChanged 5
		SP:Iteration 36Q (50792.870000 sec): 3 clusters
  Score: Raw -2943479.767157 + Penalty 3296.991390 = -2940182.775767
  nChanged 5
		SP:Iteration 37Q (50793.170000 sec): 3 clusters
  Score: Raw -2943480.089742 + Penalty 3296.991390 = -2940183.098351
  nChanged 5
		SP:Iteration 38Q (50793.450000 sec): 3 clusters
  Score: Raw -2943480.394499 + Penalty 3296.991390 = -2940183.403109
  nChanged 6
		SP:Iteration 39Q (50793.750000 sec): 3 clusters
  Score: Raw -2943480.711010 + Penalty 3296.991390 = -2940183.719619
  nChanged 5
		SP:Iteration 40F (50794.090000 sec): 3 clusters
  Score: Raw -2943481.080334 + Penalty 3296.991390 = -2940184.088944
  nChanged 5
		SP:Iteration 41Q (50794.330000 sec): 3 clusters
  Score: Raw -2943481.252330 + Penalty 3296.991390 = -2940184.260940
  nChanged 3
		SP:Iteration 42Q (50794.620000 sec): 3 clusters
  Score: Raw -2943481.398746 + Penalty 3296.991390 = -2940184.407356
  nChanged 0
		SP:Iteration 43F (50794.900000 sec): 3 clusters
  Score: Raw -2943481.398746 + Penalty 3296.991390 = -2940184.407356
  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 6.34 GB.

 Trying to split cluster 16 (337114 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (50796.860000 sec): 2 clusters
  Score: Raw -41448144.783493 + Penalty 2068.328670 = -41446076.454823
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (50798.790000 sec): 3 clusters
  Score: Raw -41223064.097365 + Penalty 4136.657340 = -41218927.440025
  nChanged 164110
		SP:Iteration 1F (50800.740000 sec): 3 clusters
  Score: Raw -41322072.133183 + Penalty 4136.657340 = -41317935.475843
  nChanged 10699
		SP:Iteration 2Q (50803.500000 sec): 3 clusters
  Score: Raw -41325062.579800 + Penalty 4136.657340 = -41320925.922459
  nChanged 13323
		SP:Iteration 3Q (50805.420000 sec): 3 clusters
  Score: Raw -41329864.173998 + Penalty 4136.657340 = -41325727.516658
  nChanged 16821
		SP:Iteration 4Q (50807.430000 sec): 3 clusters
  Score: Raw -41337727.068642 + Penalty 4136.657340 = -41333590.411302
  nChanged 20516
		SP:Iteration 5F (50809.350000 sec): 3 clusters
  Score: Raw -41349834.042591 + Penalty 4136.657340 = -41345697.385251
  nChanged 23410
		SP:Iteration 6F (50811.340000 sec): 3 clusters
  Score: Raw -41366445.955542 + Penalty 4136.657340 = -41362309.298202
  nChanged 24326
		SP:Iteration 7F (50813.230000 sec): 3 clusters
  Score: Raw -41386276.563931 + Penalty 4136.657340 = -41382139.906591
  nChanged 21753
		SP:Iteration 8F (50815.090000 sec): 3 clusters
  Score: Raw -41405450.500703 + Penalty 4136.657340 = -41401313.843363
  nChanged 17265
		SP:Iteration 9F (50816.900000 sec): 3 clusters
  Score: Raw -41421202.030439 + Penalty 4136.657340 = -41417065.373099
  nChanged 12006
		SP:Iteration 10Q (50818.690000 sec): 3 clusters
  Score: Raw -41432056.828589 + Penalty 4136.657340 = -41427920.171249
  nChanged 7852
		SP:Iteration 11Q (50820.410000 sec): 3 clusters
  Score: Raw -41439037.889271 + Penalty 4136.657340 = -41434901.231931
  nChanged 4856
		SP:Iteration 12Q (50822.060000 sec): 3 clusters
  Score: Raw -41443112.708563 + Penalty 4136.657340 = -41438976.051223
  nChanged 2909
		SP:Iteration 13Q (50823.660000 sec): 3 clusters
  Score: Raw -41445417.009440 + Penalty 4136.657340 = -41441280.352100
  nChanged 1725
		SP:Iteration 14Q (50825.130000 sec): 3 clusters
  Score: Raw -41446673.336274 + Penalty 4136.657340 = -41442536.678934
  nChanged 1040
		SP:Iteration 15Q (50826.570000 sec): 3 clusters
  Score: Raw -41447373.141286 + Penalty 4136.657340 = -41443236.483946
  nChanged 632
		SP:Iteration 16Q (50828.160000 sec): 3 clusters
  Score: Raw -41447776.837595 + Penalty 4136.657340 = -41443640.180255
  nChanged 397
		SP:Iteration 17Q (50829.920000 sec): 3 clusters
  Score: Raw -41448028.750156 + Penalty 4136.657340 = -41443892.092816
  nChanged 280
		SP:Iteration 18Q (50831.470000 sec): 3 clusters
  Score: Raw -41448227.457560 + Penalty 4136.657340 = -41444090.800220
  nChanged 195
		SP:Iteration 19Q (50833.090000 sec): 3 clusters
  Score: Raw -41448366.935542 + Penalty 4136.657340 = -41444230.278202
  nChanged 139
		SP:Iteration 20F (50834.920000 sec): 3 clusters
  Score: Raw -41448461.114703 + Penalty 4136.657340 = -41444324.457363
  nChanged 107
		SP:Iteration 21Q (50836.620000 sec): 3 clusters
  Score: Raw -41448535.248027 + Penalty 4136.657340 = -41444398.590687
  nChanged 85
		SP:Iteration 22Q (50838.220000 sec): 3 clusters
  Score: Raw -41448581.552543 + Penalty 4136.657340 = -41444444.895202
  nChanged 73
		SP:Iteration 23Q (50840.060000 sec): 3 clusters
  Score: Raw -41448615.974695 + Penalty 4136.657340 = -41444479.317355
  nChanged 51
		SP:Iteration 24Q (50841.790000 sec): 3 clusters
  Score: Raw -41448638.795897 + Penalty 4136.657340 = -41444502.138557
  nChanged 45
		SP:Iteration 25Q (50843.900000 sec): 3 clusters
  Score: Raw -41448660.113781 + Penalty 4136.657340 = -41444523.456441
  nChanged 48
		SP:Iteration 26Q (50845.620000 sec): 3 clusters
  Score: Raw -41448680.657147 + Penalty 4136.657340 = -41444543.999807
  nChanged 51
		SP:Iteration 27Q (50847.410000 sec): 3 clusters
  Score: Raw -41448703.688181 + Penalty 4136.657340 = -41444567.030841
  nChanged 50
		SP:Iteration 28Q (50849.150000 sec): 3 clusters
  Score: Raw -41448728.868806 + Penalty 4136.657340 = -41444592.211466
  nChanged 57
		SP:Iteration 29Q (50850.850000 sec): 3 clusters
  Score: Raw -41448754.941705 + Penalty 4136.657340 = -41444618.284365
  nChanged 46
		SP:Iteration 30Q (50852.750000 sec): 3 clusters
  Score: Raw -41448771.752466 + Penalty 4136.657340 = -41444635.095126
  nChanged 32
		SP:Iteration 31Q (50854.640000 sec): 3 clusters
  Score: Raw -41448782.736535 + Penalty 4136.657340 = -41444646.079195
  nChanged 25
		SP:Iteration 32Q (50856.430000 sec): 3 clusters
  Score: Raw -41448790.752343 + Penalty 4136.657340 = -41444654.095003
  nChanged 22
		SP:Iteration 33Q (50858.280000 sec): 3 clusters
  Score: Raw -41448797.097936 + Penalty 4136.657340 = -41444660.440596
  nChanged 21
		SP:Iteration 34Q (50860.040000 sec): 3 clusters
  Score: Raw -41448803.749777 + Penalty 4136.657340 = -41444667.092437
  nChanged 18
		SP:Iteration 35Q (50861.490000 sec): 3 clusters
  Score: Raw -41448808.440293 + Penalty 4136.657340 = -41444671.782953
  nChanged 11
		SP:Iteration 36Q (50863.200000 sec): 3 clusters
  Score: Raw -41448812.026721 + Penalty 4136.657340 = -41444675.369381
  nChanged 7
		SP:Iteration 37Q (50865.020000 sec): 3 clusters
  Score: Raw -41448814.151319 + Penalty 4136.657340 = -41444677.493979
  nChanged 11
		SP:Iteration 38Q (50866.950000 sec): 3 clusters
  Score: Raw -41448817.271556 + Penalty 4136.657340 = -41444680.614216
  nChanged 10
		SP:Iteration 39Q (50869.060000 sec): 3 clusters
  Score: Raw -41448820.157193 + Penalty 4136.657340 = -41444683.499852
  nChanged 11
		SP:Iteration 40F (50871.590000 sec): 3 clusters
  Score: Raw -41448826.352336 + Penalty 4136.657340 = -41444689.694996
  nChanged 14
		SP:Iteration 41Q (50873.300000 sec): 3 clusters
  Score: Raw -41448830.628804 + Penalty 4136.657340 = -41444693.971464
  nChanged 13
		SP:Iteration 42Q (50874.860000 sec): 3 clusters
  Score: Raw -41448834.307944 + Penalty 4136.657340 = -41444697.650604
  nChanged 13
		SP:Iteration 43Q (50876.620000 sec): 3 clusters
  Score: Raw -41448837.956945 + Penalty 4136.657340 = -41444701.299605
  nChanged 9
		SP:Iteration 44Q (50878.480000 sec): 3 clusters
  Score: Raw -41448840.823305 + Penalty 4136.657340 = -41444704.165965
  nChanged 8
		SP:Iteration 45Q (50880.410000 sec): 3 clusters
  Score: Raw -41448842.451396 + Penalty 4136.657340 = -41444705.794056
  nChanged 3
		SP:Iteration 46Q (50882.170000 sec): 3 clusters
  Score: Raw -41448843.370730 + Penalty 4136.657340 = -41444706.713390
  nChanged 4
		SP:Iteration 47Q (50884.020000 sec): 3 clusters
  Score: Raw -41448844.335795 + Penalty 4136.657340 = -41444707.678454
  nChanged 1
		SP:Iteration 48Q (50885.950000 sec): 3 clusters
  Score: Raw -41448844.619456 + Penalty 4136.657340 = -41444707.962116
  nChanged 0
		SP:Iteration 49F (50888.020000 sec): 3 clusters
  Score: Raw -41448844.619456 + Penalty 4136.657340 = -41444707.962116
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 17 (35601 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (50888.470000 sec): 2 clusters
  Score: Raw -4404361.749035 + Penalty 1703.020964 = -4402658.728071
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (50888.830000 sec): 3 clusters
  Score: Raw -4382194.481317 + Penalty 3406.041927 = -4378788.439390
  nChanged 16548
		SP:Iteration 1F (50889.190000 sec): 3 clusters
  Score: Raw -4392318.692904 + Penalty 3406.041927 = -4388912.650977
  nChanged 2671
		SP:Iteration 2F (50889.550000 sec): 3 clusters
  Score: Raw -4394108.362339 + Penalty 3406.041927 = -4390702.320412
  nChanged 2923
		SP:Iteration 3F (50889.980000 sec): 3 clusters
  Score: Raw -4396392.921151 + Penalty 3406.041927 = -4392986.879223
  nChanged 2990
		SP:Iteration 4F (50890.330000 sec): 3 clusters
  Score: Raw -4399154.566874 + Penalty 3406.041927 = -4395748.524947
  nChanged 2838
		SP:Iteration 5F (50890.710000 sec): 3 clusters
  Score: Raw -4402123.417584 + Penalty 3406.041927 = -4398717.375657
  nChanged 2302
		SP:Iteration 6F (50891.060000 sec): 3 clusters
  Score: Raw -4404292.463878 + Penalty 3406.041927 = -4400886.421951
  nChanged 1502
		SP:Iteration 7Q (50891.450000 sec): 3 clusters
  Score: Raw -4405373.903841 + Penalty 3406.041927 = -4401967.861914
  nChanged 921
		SP:Iteration 8Q (50891.800000 sec): 3 clusters
  Score: Raw -4405884.615514 + Penalty 3406.041927 = -4402478.573587
  nChanged 613
		SP:Iteration 9Q (50892.110000 sec): 3 clusters
  Score: Raw -4406181.251109 + Penalty 3406.041927 = -4402775.209182
  nChanged 424
		SP:Iteration 10Q (50892.460000 sec): 3 clusters
  Score: Raw -4406367.537855 + Penalty 3406.041927 = -4402961.495927
  nChanged 312
		SP:Iteration 11Q (50892.880000 sec): 3 clusters
  Score: Raw -4406492.729544 + Penalty 3406.041927 = -4403086.687616
  nChanged 243
		SP:Iteration 12Q (50893.210000 sec): 3 clusters
  Score: Raw -4406594.407735 + Penalty 3406.041927 = -4403188.365808
  nChanged 213
		SP:Iteration 13Q (50893.500000 sec): 3 clusters
  Score: Raw -4406675.757921 + Penalty 3406.041927 = -4403269.715994
  nChanged 174
		SP:Iteration 14Q (50893.870000 sec): 3 clusters
  Score: Raw -4406746.286126 + Penalty 3406.041927 = -4403340.244199
  nChanged 150
		SP:Iteration 15Q (50894.240000 sec): 3 clusters
  Score: Raw -4406807.952623 + Penalty 3406.041927 = -4403401.910696
  nChanged 131
		SP:Iteration 16Q (50894.590000 sec): 3 clusters
  Score: Raw -4406860.366991 + Penalty 3406.041927 = -4403454.325064
  nChanged 103
		SP:Iteration 17Q (50894.990000 sec): 3 clusters
  Score: Raw -4406899.346981 + Penalty 3406.041927 = -4403493.305054
  nChanged 100
		SP:Iteration 18Q (50895.390000 sec): 3 clusters
  Score: Raw -4406955.451260 + Penalty 3406.041927 = -4403549.409333
  nChanged 118
		SP:Iteration 19Q (50895.770000 sec): 3 clusters
  Score: Raw -4407030.811342 + Penalty 3406.041927 = -4403624.769415
  nChanged 102
		SP:Iteration 20F (50896.070000 sec): 3 clusters
  Score: Raw -4407106.304686 + Penalty 3406.041927 = -4403700.262758
  nChanged 103
		SP:Iteration 21Q (50896.490000 sec): 3 clusters
  Score: Raw -4407171.746207 + Penalty 3406.041927 = -4403765.704280
  nChanged 100
		SP:Iteration 22Q (50896.820000 sec): 3 clusters
  Score: Raw -4407247.457621 + Penalty 3406.041927 = -4403841.415694
  nChanged 125
		SP:Iteration 23Q (50897.210000 sec): 3 clusters
  Score: Raw -4407361.961070 + Penalty 3406.041927 = -4403955.919143
  nChanged 127
		SP:Iteration 24Q (50897.570000 sec): 3 clusters
  Score: Raw -4407513.361612 + Penalty 3406.041927 = -4404107.319685
  nChanged 143
		SP:Iteration 25Q (50897.880000 sec): 3 clusters
  Score: Raw -4407717.067354 + Penalty 3406.041927 = -4404311.025427
  nChanged 161
		SP:Iteration 26Q (50898.210000 sec): 3 clusters
  Score: Raw -4407962.242773 + Penalty 3406.041927 = -4404556.200846
  nChanged 160
		SP:Iteration 27Q (50898.600000 sec): 3 clusters
  Score: Raw -4408168.006030 + Penalty 3406.041927 = -4404761.964103
  nChanged 135
		SP:Iteration 28Q (50898.990000 sec): 3 clusters
  Score: Raw -4408305.174497 + Penalty 3406.041927 = -4404899.132570
  nChanged 120
		SP:Iteration 29Q (50899.430000 sec): 3 clusters
  Score: Raw -4408377.983730 + Penalty 3406.041927 = -4404971.941803
  nChanged 86
		SP:Iteration 30Q (50899.750000 sec): 3 clusters
  Score: Raw -4408413.740516 + Penalty 3406.041927 = -4405007.698589
  nChanged 63
		SP:Iteration 31Q (50900.110000 sec): 3 clusters
  Score: Raw -4408439.516382 + Penalty 3406.041927 = -4405033.474455
  nChanged 47
		SP:Iteration 32Q (50900.470000 sec): 3 clusters
  Score: Raw -4408460.898049 + Penalty 3406.041927 = -4405054.856122
  nChanged 42
		SP:Iteration 33Q (50900.910000 sec): 3 clusters
  Score: Raw -4408476.234780 + Penalty 3406.041927 = -4405070.192853
  nChanged 25
		SP:Iteration 34Q (50901.280000 sec): 3 clusters
  Score: Raw -4408485.154491 + Penalty 3406.041927 = -4405079.112564
  nChanged 21
		SP:Iteration 35Q (50901.710000 sec): 3 clusters
  Score: Raw -4408490.304014 + Penalty 3406.041927 = -4405084.262087
  nChanged 19
		SP:Iteration 36Q (50902.060000 sec): 3 clusters
  Score: Raw -4408495.790634 + Penalty 3406.041927 = -4405089.748707
  nChanged 19
		SP:Iteration 37Q (50902.430000 sec): 3 clusters
  Score: Raw -4408501.319482 + Penalty 3406.041927 = -4405095.277555
  nChanged 12
		SP:Iteration 38Q (50902.790000 sec): 3 clusters
  Score: Raw -4408503.666809 + Penalty 3406.041927 = -4405097.624882
  nChanged 8
		SP:Iteration 39Q (50903.160000 sec): 3 clusters
  Score: Raw -4408507.961596 + Penalty 3406.041927 = -4405101.919669
  nChanged 9
		SP:Iteration 40F (50903.590000 sec): 3 clusters
  Score: Raw -4408515.557036 + Penalty 3406.041927 = -4405109.515108
  nChanged 23
		SP:Iteration 41Q (50903.910000 sec): 3 clusters
  Score: Raw -4408519.873888 + Penalty 3406.041927 = -4405113.831960
  nChanged 25
		SP:Iteration 42Q (50904.290000 sec): 3 clusters
  Score: Raw -4408525.112770 + Penalty 3406.041927 = -4405119.070843
  nChanged 19
		SP:Iteration 43Q (50904.620000 sec): 3 clusters
  Score: Raw -4408529.183084 + Penalty 3406.041927 = -4405123.141157
  nChanged 28
		SP:Iteration 44Q (50904.930000 sec): 3 clusters
  Score: Raw -4408536.318379 + Penalty 3406.041927 = -4405130.276452
  nChanged 18
		SP:Iteration 45Q (50905.330000 sec): 3 clusters
  Score: Raw -4408539.146893 + Penalty 3406.041927 = -4405133.104966
  nChanged 11
		SP:Iteration 46Q (50905.690000 sec): 3 clusters
  Score: Raw -4408541.863892 + Penalty 3406.041927 = -4405135.821965
  nChanged 9
		SP:Iteration 47Q (50905.980000 sec): 3 clusters
  Score: Raw -4408543.093706 + Penalty 3406.041927 = -4405137.051779
  nChanged 6
		SP:Iteration 48Q (50906.360000 sec): 3 clusters
  Score: Raw -4408543.989739 + Penalty 3406.041927 = -4405137.947812
  nChanged 5
		SP:Iteration 49Q (50906.800000 sec): 3 clusters
  Score: Raw -4408544.398492 + Penalty 3406.041927 = -4405138.356565
  nChanged 7
		SP:Iteration 50Q (50907.150000 sec): 3 clusters
  Score: Raw -4408545.134009 + Penalty 3406.041927 = -4405139.092082
  nChanged 6
		SP:Iteration 51Q (50907.560000 sec): 3 clusters
  Score: Raw -4408545.659996 + Penalty 3406.041927 = -4405139.618069
  nChanged 5
		SP:Iteration 52Q (50907.970000 sec): 3 clusters
  Score: Raw -4408546.308969 + Penalty 3406.041927 = -4405140.267042
  nChanged 5
		SP:Iteration 53Q (50908.290000 sec): 3 clusters
  Score: Raw -4408546.957571 + Penalty 3406.041927 = -4405140.915644
  nChanged 7
		SP:Iteration 54Q (50908.620000 sec): 3 clusters
  Score: Raw -4408548.303171 + Penalty 3406.041927 = -4405142.261244
  nChanged 5
		SP:Iteration 55Q (50909.080000 sec): 3 clusters
  Score: Raw -4408550.244791 + Penalty 3406.041927 = -4405144.202864
  nChanged 5
		SP:Iteration 56Q (50909.390000 sec): 3 clusters
  Score: Raw -4408550.901330 + Penalty 3406.041927 = -4405144.859403
  nChanged 3
		SP:Iteration 57Q (50909.740000 sec): 3 clusters
  Score: Raw -4408551.134876 + Penalty 3406.041927 = -4405145.092949
  nChanged 3
		SP:Iteration 58Q (50910.180000 sec): 3 clusters
  Score: Raw -4408551.292194 + Penalty 3406.041927 = -4405145.250267
  nChanged 1
		SP:Iteration 59Q (50910.530000 sec): 3 clusters
  Score: Raw -4408551.354388 + Penalty 3406.041927 = -4405145.312461
  nChanged 1
		SP:Iteration 60F (50910.920000 sec): 3 clusters
  Score: Raw -4408551.455503 + Penalty 3406.041927 = -4405145.413576
  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 6.34 GB.

 Trying to split cluster 18 (8679 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (50911.080000 sec): 2 clusters
  Score: Raw -1030699.911006 + Penalty 1473.657509 = -1029226.253497
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (50911.350000 sec): 3 clusters
  Score: Raw -1025973.722266 + Penalty 2947.315018 = -1023026.407248
  nChanged 3701
		SP:Iteration 1F (50911.560000 sec): 3 clusters
  Score: Raw -1028479.264261 + Penalty 2947.315018 = -1025531.949243
  nChanged 942
		SP:Iteration 2F (50911.810000 sec): 3 clusters
  Score: Raw -1029526.338035 + Penalty 2947.315018 = -1026579.023018
  nChanged 967
		SP:Iteration 3F (50912.020000 sec): 3 clusters
  Score: Raw -1030653.865937 + Penalty 2947.315018 = -1027706.550919
  nChanged 713
		SP:Iteration 4F (50912.220000 sec): 3 clusters
  Score: Raw -1031281.786969 + Penalty 2947.315018 = -1028334.471952
  nChanged 441
		SP:Iteration 5F (50912.490000 sec): 3 clusters
  Score: Raw -1031581.954464 + Penalty 2947.315018 = -1028634.639447
  nChanged 279
		SP:Iteration 6Q (50912.660000 sec): 3 clusters
  Score: Raw -1031721.478290 + Penalty 2947.315018 = -1028774.163272
  nChanged 183
		SP:Iteration 7Q (50912.890000 sec): 3 clusters
  Score: Raw -1031783.339366 + Penalty 2947.315018 = -1028836.024348
  nChanged 97
		SP:Iteration 8Q (50913.130000 sec): 3 clusters
  Score: Raw -1031810.338572 + Penalty 2947.315018 = -1028863.023555
  nChanged 70
		SP:Iteration 9Q (50913.320000 sec): 3 clusters
  Score: Raw -1031824.725348 + Penalty 2947.315018 = -1028877.410330
  nChanged 25
		SP:Iteration 10Q (50913.510000 sec): 3 clusters
  Score: Raw -1031828.217840 + Penalty 2947.315018 = -1028880.902822
  nChanged 18
		SP:Iteration 11Q (50913.730000 sec): 3 clusters
  Score: Raw -1031830.975041 + Penalty 2947.315018 = -1028883.660023
  nChanged 12
		SP:Iteration 12Q (50913.950000 sec): 3 clusters
  Score: Raw -1031833.357734 + Penalty 2947.315018 = -1028886.042716
  nChanged 7
		SP:Iteration 13Q (50914.220000 sec): 3 clusters
  Score: Raw -1031834.450848 + Penalty 2947.315018 = -1028887.135831
  nChanged 7
		SP:Iteration 14Q (50914.450000 sec): 3 clusters
  Score: Raw -1031835.485589 + Penalty 2947.315018 = -1028888.170571
  nChanged 6
		SP:Iteration 15Q (50914.680000 sec): 3 clusters
  Score: Raw -1031836.732888 + Penalty 2947.315018 = -1028889.417870
  nChanged 12
		SP:Iteration 16Q (50914.940000 sec): 3 clusters
  Score: Raw -1031838.637679 + Penalty 2947.315018 = -1028891.322661
  nChanged 12
		SP:Iteration 17Q (50915.150000 sec): 3 clusters
  Score: Raw -1031840.733109 + Penalty 2947.315018 = -1028893.418091
  nChanged 13
		SP:Iteration 18Q (50915.430000 sec): 3 clusters
  Score: Raw -1031843.474322 + Penalty 2947.315018 = -1028896.159304
  nChanged 7
		SP:Iteration 19Q (50915.590000 sec): 3 clusters
  Score: Raw -1031844.564004 + Penalty 2947.315018 = -1028897.248986
  nChanged 6
		SP:Iteration 20F (50915.840000 sec): 3 clusters
  Score: Raw -1031845.408202 + Penalty 2947.315018 = -1028898.093184
  nChanged 6
		SP:Iteration 21Q (50916.060000 sec): 3 clusters
  Score: Raw -1031846.364405 + Penalty 2947.315018 = -1028899.049387
  nChanged 11
		SP:Iteration 22Q (50916.300000 sec): 3 clusters
  Score: Raw -1031848.262992 + Penalty 2947.315018 = -1028900.947974
  nChanged 12
		SP:Iteration 23Q (50916.490000 sec): 3 clusters
  Score: Raw -1031849.885973 + Penalty 2947.315018 = -1028902.570955
  nChanged 10
		SP:Iteration 24Q (50916.690000 sec): 3 clusters
  Score: Raw -1031851.319741 + Penalty 2947.315018 = -1028904.004723
  nChanged 5
		SP:Iteration 25Q (50916.940000 sec): 3 clusters
  Score: Raw -1031851.842811 + Penalty 2947.315018 = -1028904.527793
  nChanged 2
		SP:Iteration 26Q (50917.150000 sec): 3 clusters
  Score: Raw -1031852.164315 + Penalty 2947.315018 = -1028904.849297
  nChanged 4
		SP:Iteration 27Q (50917.420000 sec): 3 clusters
  Score: Raw -1031852.684691 + Penalty 2947.315018 = -1028905.369673
  nChanged 6
		SP:Iteration 28Q (50917.580000 sec): 3 clusters
  Score: Raw -1031853.458446 + Penalty 2947.315018 = -1028906.143428
  nChanged 6
		SP:Iteration 29Q (50917.820000 sec): 3 clusters
  Score: Raw -1031854.144092 + Penalty 2947.315018 = -1028906.829074
  nChanged 4
		SP:Iteration 30Q (50917.980000 sec): 3 clusters
  Score: Raw -1031854.776140 + Penalty 2947.315018 = -1028907.461122
  nChanged 4
		SP:Iteration 31Q (50918.240000 sec): 3 clusters
  Score: Raw -1031855.432295 + Penalty 2947.315018 = -1028908.117277
  nChanged 4
		SP:Iteration 32Q (50918.420000 sec): 3 clusters
  Score: Raw -1031855.966219 + Penalty 2947.315018 = -1028908.651201
  nChanged 4
		SP:Iteration 33Q (50918.630000 sec): 3 clusters
  Score: Raw -1031856.386956 + Penalty 2947.315018 = -1028909.071938
  nChanged 2
		SP:Iteration 34Q (50918.850000 sec): 3 clusters
  Score: Raw -1031856.595864 + Penalty 2947.315018 = -1028909.280846
  nChanged 0
		SP:Iteration 35F (50919.060000 sec): 3 clusters
  Score: Raw -1031856.595864 + Penalty 2947.315018 = -1028909.280846
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 19 (1849 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (50919.140000 sec): 2 clusters
  Score: Raw -210480.201184 + Penalty 1222.390038 = -209257.811146
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (50919.260000 sec): 3 clusters
  Score: Raw -209759.268288 + Penalty 2444.780075 = -207314.488212
  nChanged 651
		SP:Iteration 1F (50919.420000 sec): 3 clusters
  Score: Raw -210538.343762 + Penalty 2444.780075 = -208093.563687
  nChanged 233
		SP:Iteration 2F (50919.600000 sec): 3 clusters
  Score: Raw -211333.056224 + Penalty 2444.780075 = -208888.276149
  nChanged 293
		SP:Iteration 3F (50919.740000 sec): 3 clusters
  Score: Raw -212619.534462 + Penalty 2444.780075 = -210174.754387
  nChanged 235
		SP:Iteration 4F (50919.880000 sec): 3 clusters
  Score: Raw -213722.475030 + Penalty 2444.780075 = -211277.694955
  nChanged 104
		SP:Iteration 5F (50920.070000 sec): 3 clusters
  Score: Raw -213913.459439 + Penalty 2444.780075 = -211468.679364
  nChanged 27
		SP:Iteration 6Q (50920.210000 sec): 3 clusters
  Score: Raw -213972.393733 + Penalty 2444.780075 = -211527.613658
  nChanged 10
		SP:Iteration 7Q (50920.340000 sec): 3 clusters
  Score: Raw -214002.870919 + Penalty 2444.780075 = -211558.090844
  nChanged 7
		SP:Iteration 8Q (50920.480000 sec): 3 clusters
  Score: Raw -214023.541969 + Penalty 2444.780075 = -211578.761894
  nChanged 3
		SP:Iteration 9Q (50920.620000 sec): 3 clusters
  Score: Raw -214026.273413 + Penalty 2444.780075 = -211581.493338
  nChanged 1
		SP:Iteration 10Q (50920.750000 sec): 3 clusters
  Score: Raw -214027.312907 + Penalty 2444.780075 = -211582.532832
  nChanged 0
		SP:Iteration 11F (50920.880000 sec): 3 clusters
  Score: Raw -214027.312907 + Penalty 2444.780075 = -211582.532832
  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 6.34 GB.

 Trying to split cluster 20 (94917 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (50921.510000 sec): 2 clusters
  Score: Raw -11086771.061885 + Penalty 1862.373192 = -11084908.688693
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (50922.290000 sec): 3 clusters
  Score: Raw -11025297.518203 + Penalty 3724.746384 = -11021572.771819
  nChanged 45437
		SP:Iteration 1F (50923.070000 sec): 3 clusters
  Score: Raw -11052359.184726 + Penalty 3724.746384 = -11048634.438342
  nChanged 4770
		SP:Iteration 2F (50923.810000 sec): 3 clusters
  Score: Raw -11054443.999389 + Penalty 3724.746384 = -11050719.253005
  nChanged 5732
		SP:Iteration 3F (50924.590000 sec): 3 clusters
  Score: Raw -11057551.062355 + Penalty 3724.746384 = -11053826.315971
  nChanged 6745
		SP:Iteration 4F (50925.360000 sec): 3 clusters
  Score: Raw -11061918.019268 + Penalty 3724.746384 = -11058193.272884
  nChanged 7197
		SP:Iteration 5F (50926.190000 sec): 3 clusters
  Score: Raw -11067314.814929 + Penalty 3724.746384 = -11063590.068545
  nChanged 6879
		SP:Iteration 6F (50926.970000 sec): 3 clusters
  Score: Raw -11072857.353266 + Penalty 3724.746384 = -11069132.606882
  nChanged 5925
		SP:Iteration 7F (50927.710000 sec): 3 clusters
  Score: Raw -11077719.949296 + Penalty 3724.746384 = -11073995.202912
  nChanged 4645
		SP:Iteration 8Q (50928.460000 sec): 3 clusters
  Score: Raw -11081439.292475 + Penalty 3724.746384 = -11077714.546091
  nChanged 3331
		SP:Iteration 9Q (50929.350000 sec): 3 clusters
  Score: Raw -11083914.400815 + Penalty 3724.746384 = -11080189.654431
  nChanged 2289
		SP:Iteration 10Q (50930.060000 sec): 3 clusters
  Score: Raw -11085417.566414 + Penalty 3724.746384 = -11081692.820030
  nChanged 1515
		SP:Iteration 11Q (50930.840000 sec): 3 clusters
  Score: Raw -11086255.849253 + Penalty 3724.746384 = -11082531.102869
  nChanged 1028
		SP:Iteration 12Q (50931.590000 sec): 3 clusters
  Score: Raw -11086775.462757 + Penalty 3724.746384 = -11083050.716373
  nChanged 724
		SP:Iteration 13Q (50932.370000 sec): 3 clusters
  Score: Raw -11087111.097260 + Penalty 3724.746384 = -11083386.350876
  nChanged 480
		SP:Iteration 14Q (50933.030000 sec): 3 clusters
  Score: Raw -11087328.052160 + Penalty 3724.746384 = -11083603.305776
  nChanged 328
		SP:Iteration 15Q (50933.740000 sec): 3 clusters
  Score: Raw -11087465.288355 + Penalty 3724.746384 = -11083740.541971
  nChanged 228
		SP:Iteration 16Q (50934.450000 sec): 3 clusters
  Score: Raw -11087569.669880 + Penalty 3724.746384 = -11083844.923496
  nChanged 185
		SP:Iteration 17Q (50935.200000 sec): 3 clusters
  Score: Raw -11087652.655741 + Penalty 3724.746384 = -11083927.909357
  nChanged 160
		SP:Iteration 18Q (50935.850000 sec): 3 clusters
  Score: Raw -11087723.024775 + Penalty 3724.746384 = -11083998.278391
  nChanged 119
		SP:Iteration 19Q (50936.520000 sec): 3 clusters
  Score: Raw -11087783.713226 + Penalty 3724.746384 = -11084058.966842
  nChanged 105
		SP:Iteration 20F (50937.290000 sec): 3 clusters
  Score: Raw -11087828.163242 + Penalty 3724.746384 = -11084103.416858
  nChanged 84
		SP:Iteration 21Q (50938.120000 sec): 3 clusters
  Score: Raw -11087859.521047 + Penalty 3724.746384 = -11084134.774663
  nChanged 74
		SP:Iteration 22Q (50938.910000 sec): 3 clusters
  Score: Raw -11087889.980178 + Penalty 3724.746384 = -11084165.233794
  nChanged 74
		SP:Iteration 23Q (50939.710000 sec): 3 clusters
  Score: Raw -11087920.360813 + Penalty 3724.746384 = -11084195.614429
  nChanged 66
		SP:Iteration 24Q (50940.510000 sec): 3 clusters
  Score: Raw -11087941.646125 + Penalty 3724.746384 = -11084216.899741
  nChanged 61
		SP:Iteration 25Q (50941.240000 sec): 3 clusters
  Score: Raw -11087963.300834 + Penalty 3724.746384 = -11084238.554451
  nChanged 75
		SP:Iteration 26Q (50941.820000 sec): 3 clusters
  Score: Raw -11087987.355660 + Penalty 3724.746384 = -11084262.609276
  nChanged 63
		SP:Iteration 27Q (50942.500000 sec): 3 clusters
  Score: Raw -11088009.759864 + Penalty 3724.746384 = -11084285.013480
  nChanged 71
		SP:Iteration 28Q (50943.170000 sec): 3 clusters
  Score: Raw -11088029.688124 + Penalty 3724.746384 = -11084304.941740
  nChanged 58
		SP:Iteration 29Q (50943.780000 sec): 3 clusters
  Score: Raw -11088043.758006 + Penalty 3724.746384 = -11084319.011622
  nChanged 52
		SP:Iteration 30Q (50944.510000 sec): 3 clusters
  Score: Raw -11088059.020392 + Penalty 3724.746384 = -11084334.274008
  nChanged 49
		SP:Iteration 31Q (50945.220000 sec): 3 clusters
  Score: Raw -11088075.670828 + Penalty 3724.746384 = -11084350.924444
  nChanged 53
		SP:Iteration 32Q (50945.920000 sec): 3 clusters
  Score: Raw -11088090.213805 + Penalty 3724.746384 = -11084365.467421
  nChanged 54
		SP:Iteration 33Q (50946.620000 sec): 3 clusters
  Score: Raw -11088105.004849 + Penalty 3724.746384 = -11084380.258465
  nChanged 46
		SP:Iteration 34Q (50947.290000 sec): 3 clusters
  Score: Raw -11088120.195856 + Penalty 3724.746384 = -11084395.449472
  nChanged 44
		SP:Iteration 35Q (50948.000000 sec): 3 clusters
  Score: Raw -11088127.809423 + Penalty 3724.746384 = -11084403.063039
  nChanged 22
		SP:Iteration 36Q (50948.660000 sec): 3 clusters
  Score: Raw -11088132.124284 + Penalty 3724.746384 = -11084407.377900
  nChanged 20
		SP:Iteration 37Q (50949.350000 sec): 3 clusters
  Score: Raw -11088136.123519 + Penalty 3724.746384 = -11084411.377136
  nChanged 16
		SP:Iteration 38Q (50950.100000 sec): 3 clusters
  Score: Raw -11088139.457799 + Penalty 3724.746384 = -11084414.711415
  nChanged 21
		SP:Iteration 39Q (50950.810000 sec): 3 clusters
  Score: Raw -11088143.903753 + Penalty 3724.746384 = -11084419.157369
  nChanged 23
		SP:Iteration 40F (50951.500000 sec): 3 clusters
  Score: Raw -11088149.898380 + Penalty 3724.746384 = -11084425.151996
  nChanged 24
		SP:Iteration 41Q (50952.190000 sec): 3 clusters
  Score: Raw -11088154.466210 + Penalty 3724.746384 = -11084429.719826
  nChanged 12
		SP:Iteration 42Q (50952.930000 sec): 3 clusters
  Score: Raw -11088156.279196 + Penalty 3724.746384 = -11084431.532812
  nChanged 8
		SP:Iteration 43Q (50953.580000 sec): 3 clusters
  Score: Raw -11088157.269037 + Penalty 3724.746384 = -11084432.522653
  nChanged 5
		SP:Iteration 44Q (50954.210000 sec): 3 clusters
  Score: Raw -11088158.080038 + Penalty 3724.746384 = -11084433.333654
  nChanged 3
		SP:Iteration 45Q (50954.900000 sec): 3 clusters
  Score: Raw -11088158.339244 + Penalty 3724.746384 = -11084433.592860
  nChanged 1
		SP:Iteration 46Q (50955.580000 sec): 3 clusters
  Score: Raw -11088158.420776 + Penalty 3724.746384 = -11084433.674392
  nChanged 2
		SP:Iteration 47Q (50956.200000 sec): 3 clusters
  Score: Raw -11088158.839033 + Penalty 3724.746384 = -11084434.092649
  nChanged 2
		SP:Iteration 48Q (50956.920000 sec): 3 clusters
  Score: Raw -11088158.989141 + Penalty 3724.746384 = -11084434.242757
  nChanged 0
		SP:Iteration 49F (50957.640000 sec): 3 clusters
  Score: Raw -11088158.989141 + Penalty 3724.746384 = -11084434.242757
  nChanged 0
Iteration 20F (51021.990000 sec): 33 clusters
  Score: Raw -104497743.630144 + Penalty 71185.154985 = -104426558.475159
  nChanged 18347
Iteration 21Q (51063.080000 sec): 33 clusters
  Score: Raw -104515431.454367 + Penalty 71185.154985 = -104444246.299383
  nChanged 10323
Iteration 22Q (51103.910000 sec): 33 clusters
  Score: Raw -104518705.938163 + Penalty 71185.154985 = -104447520.783179
  nChanged 7935
Iteration 23Q (51148.870000 sec): 33 clusters
  Score: Raw -104520837.333114 + Penalty 71185.154985 = -104449652.178129
  nChanged 6758
Iteration 24Q (51194.350000 sec): 33 clusters
  Score: Raw -104522423.274280 + Penalty 71185.154985 = -104451238.119295
  nChanged 5966
Iteration 25Q (51235.500000 sec): 33 clusters
  Score: Raw -104523718.452386 + Penalty 71185.154985 = -104452533.297401
  nChanged 5520
Iteration 26Q (51276.530000 sec): 33 clusters
  Score: Raw -104524829.885236 + Penalty 71185.154985 = -104453644.730251
  nChanged 5139
Iteration 27Q (51318.500000 sec): 33 clusters
  Score: Raw -104525805.313462 + Penalty 71185.154985 = -104454620.158478
  nChanged 4736
Iteration 28Q (51362.250000 sec): 33 clusters
  Score: Raw -104526693.833788 + Penalty 71185.154985 = -104455508.678803
  nChanged 4427
Iteration 29Q (51407.380000 sec): 33 clusters
  Score: Raw -104527508.637837 + Penalty 71185.154985 = -104456323.482853
  nChanged 4148
Iteration 30Q (51451.850000 sec): 33 clusters
  Score: Raw -104528277.470882 + Penalty 71185.154985 = -104457092.315897
  nChanged 3857
Iteration 31Q (51489.880000 sec): 33 clusters
  Score: Raw -104529004.858508 + Penalty 71185.154985 = -104457819.703523
  nChanged 3709
Iteration 32Q (51534.040000 sec): 33 clusters
  Score: Raw -104529639.115007 + Penalty 71185.154985 = -104458453.960023
  nChanged 3600
Iteration 33Q (51577.310000 sec): 33 clusters
  Score: Raw -104530179.260956 + Penalty 71185.154985 = -104458994.105971
  nChanged 3431
Iteration 34Q (51613.700000 sec): 33 clusters
  Score: Raw -104530674.395908 + Penalty 71185.154985 = -104459489.240923
  nChanged 3184
Iteration 35Q (51652.250000 sec): 33 clusters
  Score: Raw -104531139.823868 + Penalty 71185.154985 = -104459954.668883
  nChanged 3075
Iteration 36Q (51691.660000 sec): 33 clusters
  Score: Raw -104531566.108962 + Penalty 71185.154985 = -104460380.953978
  nChanged 2904
Iteration 37Q (51735.780000 sec): 33 clusters
  Score: Raw -104531989.667086 + Penalty 71185.154985 = -104460804.512101
  nChanged 2886
Iteration 38Q (51777.000000 sec): 33 clusters
  Score: Raw -104532438.011426 + Penalty 71185.154985 = -104461252.856441
  nChanged 2809
Iteration 39Q (51819.860000 sec): 33 clusters
  Score: Raw -104532908.849050 + Penalty 71185.154985 = -104461723.694065
  nChanged 2881
Iteration 40F (51898.210000 sec): 33 clusters
  Score: Raw -104535969.950030 + Penalty 71185.154985 = -104464784.795046
  nChanged 3686
Iteration 41Q (51948.460000 sec): 33 clusters
  Score: Raw -104538433.791126 + Penalty 71185.154985 = -104467248.636141
  nChanged 4163
Iteration 42Q (51991.090000 sec): 33 clusters
  Score: Raw -104541178.320628 + Penalty 71185.154985 = -104469993.165643
  nChanged 4756
Iteration 43Q (52033.610000 sec): 33 clusters
  Score: Raw -104544305.011611 + Penalty 71185.154985 = -104473119.856626
  nChanged 4875
Iteration 44Q (52068.510000 sec): 33 clusters
  Score: Raw -104546120.541147 + Penalty 71185.154985 = -104474935.386162
  nChanged 4637
Iteration 45Q (52102.590000 sec): 33 clusters
  Score: Raw -104547418.310436 + Penalty 71185.154985 = -104476233.155451
  nChanged 4258
Iteration 46Q (52138.180000 sec): 33 clusters
  Score: Raw -104548328.885616 + Penalty 71185.154985 = -104477143.730632
  nChanged 3711
Iteration 47Q (52174.240000 sec): 33 clusters
  Score: Raw -104549029.114170 + Penalty 71185.154985 = -104477843.959185
  nChanged 3348
Iteration 48Q (52237.600000 sec): 33 clusters
  Score: Raw -104549615.466162 + Penalty 71185.154985 = -104478430.311177
  nChanged 2984
Iteration 49Q (52306.160000 sec): 33 clusters
  Score: Raw -104550131.307817 + Penalty 71185.154985 = -104478946.152832
  nChanged 2706
Iteration 50Q (52369.440000 sec): 33 clusters
  Score: Raw -104550646.462882 + Penalty 71185.154985 = -104479461.307897
  nChanged 2682
Iteration 51Q (52420.140000 sec): 33 clusters
  Score: Raw -104551172.437259 + Penalty 71185.154985 = -104479987.282274
  nChanged 2613
Iteration 52Q (52463.280000 sec): 33 clusters
  Score: Raw -104551753.695722 + Penalty 71185.154985 = -104480568.540737
  nChanged 2645
Iteration 53Q (52509.970000 sec): 33 clusters
  Score: Raw -104552411.339750 + Penalty 71185.154985 = -104481226.184765
  nChanged 2765
Iteration 54Q (52555.620000 sec): 33 clusters
  Score: Raw -104553176.844570 + Penalty 71185.154985 = -104481991.689586
  nChanged 2804
Iteration 55Q (52599.560000 sec): 33 clusters
  Score: Raw -104554000.559348 + Penalty 71185.154985 = -104482815.404363
  nChanged 2912
Iteration 56Q (52640.240000 sec): 33 clusters
  Score: Raw -104554837.830583 + Penalty 71185.154985 = -104483652.675598
  nChanged 2830
Iteration 57Q (52683.440000 sec): 33 clusters
  Score: Raw -104555574.132719 + Penalty 71185.154985 = -104484388.977734
  nChanged 2767
Iteration 58Q (52728.650000 sec): 33 clusters
  Score: Raw -104556189.826748 + Penalty 71185.154985 = -104485004.671763
  nChanged 2630
Writing temp clu file 
Because OldScore, -104484388.977734, is greater than current (better) Score,-104485004.671763 
 Compute initial score before splitting:   Score: Raw -104556189.826748 + Penalty 71185.154985 = -104485004.671763
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 1 (665 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (52728.990000 sec): 2 clusters
  Score: Raw -60411.002386 + Penalty 1056.215394 = -59354.786992
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (52729.140000 sec): 3 clusters
  Score: Raw -60364.243700 + Penalty 2112.430788 = -58251.812912
  nChanged 208
		SP:Iteration 1F (52729.280000 sec): 3 clusters
  Score: Raw -60941.187659 + Penalty 2112.430788 = -58828.756871
  nChanged 85
		SP:Iteration 2F (52729.420000 sec): 3 clusters
  Score: Raw -61212.634245 + Penalty 2112.430788 = -59100.203456
  nChanged 42
		SP:Iteration 3F (52729.570000 sec): 3 clusters
  Score: Raw -61354.343743 + Penalty 2112.430788 = -59241.912954
  nChanged 30
		SP:Iteration 4Q (52729.730000 sec): 3 clusters
  Score: Raw -61415.483373 + Penalty 2112.430788 = -59303.052585
  nChanged 11
		SP:Iteration 5Q (52729.890000 sec): 3 clusters
  Score: Raw -61442.057148 + Penalty 2112.430788 = -59329.626359
  nChanged 8
		SP:Iteration 6Q (52730.050000 sec): 3 clusters
  Score: Raw -61462.694409 + Penalty 2112.430788 = -59350.263620
  nChanged 9
		SP:Iteration 7Q (52730.200000 sec): 3 clusters
  Score: Raw -61514.938584 + Penalty 2112.430788 = -59402.507796
  nChanged 10
		SP:Iteration 8Q (52730.320000 sec): 3 clusters
  Score: Raw -61539.500475 + Penalty 2112.430788 = -59427.069687
  nChanged 6
		SP:Iteration 9Q (52730.440000 sec): 3 clusters
  Score: Raw -61544.110841 + Penalty 2112.430788 = -59431.680053
  nChanged 1
		SP:Iteration 10Q (52730.570000 sec): 3 clusters
  Score: Raw -61548.838459 + Penalty 2112.430788 = -59436.407671
  nChanged 1
		SP:Iteration 11Q (52730.690000 sec): 3 clusters
  Score: Raw -61551.434556 + Penalty 2112.430788 = -59439.003768
  nChanged 1
		SP:Iteration 12Q (52730.840000 sec): 3 clusters
  Score: Raw -61551.778516 + Penalty 2112.430788 = -59439.347728
  nChanged 0
		SP:Iteration 13F (52730.970000 sec): 3 clusters
  Score: Raw -61551.778516 + Penalty 2112.430788 = -59439.347728
  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 6.34 GB.

 Trying to split cluster 2 (44767 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (52731.310000 sec): 2 clusters
  Score: Raw -5429260.154167 + Penalty 1740.249313 = -5427519.904854
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (52731.690000 sec): 3 clusters
  Score: Raw -5401112.968254 + Penalty 3480.498625 = -5397632.469629
  nChanged 20868
		SP:Iteration 1F (52732.110000 sec): 3 clusters
  Score: Raw -5413096.604688 + Penalty 3480.498625 = -5409616.106062
  nChanged 2222
		SP:Iteration 2Q (52732.610000 sec): 3 clusters
  Score: Raw -5414075.540456 + Penalty 3480.498625 = -5410595.041830
  nChanged 2344
		SP:Iteration 3F (52733.020000 sec): 3 clusters
  Score: Raw -5415191.544375 + Penalty 3480.498625 = -5411711.045749
  nChanged 2322
		SP:Iteration 4F (52733.390000 sec): 3 clusters
  Score: Raw -5416250.674999 + Penalty 3480.498625 = -5412770.176373
  nChanged 2255
		SP:Iteration 5F (52733.830000 sec): 3 clusters
  Score: Raw -5417221.400153 + Penalty 3480.498625 = -5413740.901527
  nChanged 2127
		SP:Iteration 6Q (52734.260000 sec): 3 clusters
  Score: Raw -5418085.108625 + Penalty 3480.498625 = -5414604.610000
  nChanged 1911
		SP:Iteration 7Q (52734.650000 sec): 3 clusters
  Score: Raw -5418760.354632 + Penalty 3480.498625 = -5415279.856006
  nChanged 1731
		SP:Iteration 8Q (52735.090000 sec): 3 clusters
  Score: Raw -5419324.452773 + Penalty 3480.498625 = -5415843.954147
  nChanged 1557
		SP:Iteration 9Q (52735.510000 sec): 3 clusters
  Score: Raw -5419785.526929 + Penalty 3480.498625 = -5416305.028304
  nChanged 1423
		SP:Iteration 10Q (52735.910000 sec): 3 clusters
  Score: Raw -5420182.329600 + Penalty 3480.498625 = -5416701.830975
  nChanged 1269
		SP:Iteration 11Q (52736.450000 sec): 3 clusters
  Score: Raw -5420569.134522 + Penalty 3480.498625 = -5417088.635897
  nChanged 1312
		SP:Iteration 12Q (52736.940000 sec): 3 clusters
  Score: Raw -5421029.288691 + Penalty 3480.498625 = -5417548.790066
  nChanged 1476
		SP:Iteration 13Q (52737.350000 sec): 3 clusters
  Score: Raw -5421611.576569 + Penalty 3480.498625 = -5418131.077943
  nChanged 1713
		SP:Iteration 14Q (52737.780000 sec): 3 clusters
  Score: Raw -5422453.539078 + Penalty 3480.498625 = -5418973.040453
  nChanged 2021
		SP:Iteration 15Q (52738.270000 sec): 3 clusters
  Score: Raw -5423678.867936 + Penalty 3480.498625 = -5420198.369310
  nChanged 2173
		SP:Iteration 16Q (52738.720000 sec): 3 clusters
  Score: Raw -5425300.173996 + Penalty 3480.498625 = -5421819.675370
  nChanged 2165
		SP:Iteration 17Q (52739.110000 sec): 3 clusters
  Score: Raw -5427224.912640 + Penalty 3480.498625 = -5423744.414015
  nChanged 1845
		SP:Iteration 18Q (52739.560000 sec): 3 clusters
  Score: Raw -5429058.284583 + Penalty 3480.498625 = -5425577.785958
  nChanged 1373
		SP:Iteration 19Q (52740.010000 sec): 3 clusters
  Score: Raw -5430372.611409 + Penalty 3480.498625 = -5426892.112783
  nChanged 976
		SP:Iteration 20F (52740.350000 sec): 3 clusters
  Score: Raw -5431045.449102 + Penalty 3480.498625 = -5427564.950477
  nChanged 635
		SP:Iteration 21Q (52740.760000 sec): 3 clusters
  Score: Raw -5431322.775420 + Penalty 3480.498625 = -5427842.276795
  nChanged 385
		SP:Iteration 22Q (52741.180000 sec): 3 clusters
  Score: Raw -5431433.353714 + Penalty 3480.498625 = -5427952.855088
  nChanged 249
		SP:Iteration 23Q (52741.570000 sec): 3 clusters
  Score: Raw -5431488.296104 + Penalty 3480.498625 = -5428007.797479
  nChanged 168
		SP:Iteration 24Q (52742.060000 sec): 3 clusters
  Score: Raw -5431520.625803 + Penalty 3480.498625 = -5428040.127178
  nChanged 130
		SP:Iteration 25Q (52742.510000 sec): 3 clusters
  Score: Raw -5431542.105894 + Penalty 3480.498625 = -5428061.607268
  nChanged 116
		SP:Iteration 26Q (52742.950000 sec): 3 clusters
  Score: Raw -5431559.807771 + Penalty 3480.498625 = -5428079.309145
  nChanged 107
		SP:Iteration 27Q (52743.380000 sec): 3 clusters
  Score: Raw -5431576.046443 + Penalty 3480.498625 = -5428095.547817
  nChanged 91
		SP:Iteration 28Q (52743.800000 sec): 3 clusters
  Score: Raw -5431587.441515 + Penalty 3480.498625 = -5428106.942890
  nChanged 75
		SP:Iteration 29Q (52744.200000 sec): 3 clusters
  Score: Raw -5431597.876737 + Penalty 3480.498625 = -5428117.378112
  nChanged 67
		SP:Iteration 30Q (52744.620000 sec): 3 clusters
  Score: Raw -5431604.827390 + Penalty 3480.498625 = -5428124.328765
  nChanged 52
		SP:Iteration 31Q (52744.970000 sec): 3 clusters
  Score: Raw -5431610.388968 + Penalty 3480.498625 = -5428129.890343
  nChanged 57
		SP:Iteration 32Q (52745.390000 sec): 3 clusters
  Score: Raw -5431614.876446 + Penalty 3480.498625 = -5428134.377821
  nChanged 33
		SP:Iteration 33Q (52745.790000 sec): 3 clusters
  Score: Raw -5431617.594685 + Penalty 3480.498625 = -5428137.096060
  nChanged 36
		SP:Iteration 34Q (52746.260000 sec): 3 clusters
  Score: Raw -5431619.787985 + Penalty 3480.498625 = -5428139.289360
  nChanged 25
		SP:Iteration 35Q (52746.670000 sec): 3 clusters
  Score: Raw -5431621.465684 + Penalty 3480.498625 = -5428140.967059
  nChanged 19
		SP:Iteration 36Q (52747.120000 sec): 3 clusters
  Score: Raw -5431622.802445 + Penalty 3480.498625 = -5428142.303819
  nChanged 22
		SP:Iteration 37Q (52747.490000 sec): 3 clusters
  Score: Raw -5431624.245713 + Penalty 3480.498625 = -5428143.747088
  nChanged 17
		SP:Iteration 38Q (52747.910000 sec): 3 clusters
  Score: Raw -5431625.162690 + Penalty 3480.498625 = -5428144.664065
  nChanged 16
		SP:Iteration 39Q (52748.370000 sec): 3 clusters
  Score: Raw -5431626.312477 + Penalty 3480.498625 = -5428145.813852
  nChanged 18
		SP:Iteration 40F (52748.830000 sec): 3 clusters
  Score: Raw -5431627.395951 + Penalty 3480.498625 = -5428146.897326
  nChanged 21
		SP:Iteration 41Q (52749.310000 sec): 3 clusters
  Score: Raw -5431628.617083 + Penalty 3480.498625 = -5428148.118458
  nChanged 22
		SP:Iteration 42Q (52749.720000 sec): 3 clusters
  Score: Raw -5431629.734451 + Penalty 3480.498625 = -5428149.235825
  nChanged 11
		SP:Iteration 43Q (52750.150000 sec): 3 clusters
  Score: Raw -5431630.327041 + Penalty 3480.498625 = -5428149.828416
  nChanged 13
		SP:Iteration 44Q (52750.640000 sec): 3 clusters
  Score: Raw -5431631.110246 + Penalty 3480.498625 = -5428150.611621
  nChanged 14
		SP:Iteration 45Q (52751.090000 sec): 3 clusters
  Score: Raw -5431631.947183 + Penalty 3480.498625 = -5428151.448558
  nChanged 16
		SP:Iteration 46Q (52751.520000 sec): 3 clusters
  Score: Raw -5431632.951134 + Penalty 3480.498625 = -5428152.452508
  nChanged 19
		SP:Iteration 47Q (52751.960000 sec): 3 clusters
  Score: Raw -5431634.147382 + Penalty 3480.498625 = -5428153.648756
  nChanged 22
		SP:Iteration 48Q (52752.310000 sec): 3 clusters
  Score: Raw -5431635.686654 + Penalty 3480.498625 = -5428155.188029
  nChanged 19
		SP:Iteration 49Q (52752.700000 sec): 3 clusters
  Score: Raw -5431636.887551 + Penalty 3480.498625 = -5428156.388926
  nChanged 14
		SP:Iteration 50Q (52753.110000 sec): 3 clusters
  Score: Raw -5431637.757232 + Penalty 3480.498625 = -5428157.258607
  nChanged 20
		SP:Iteration 51Q (52753.500000 sec): 3 clusters
  Score: Raw -5431639.207684 + Penalty 3480.498625 = -5428158.709059
  nChanged 25
		SP:Iteration 52Q (52753.940000 sec): 3 clusters
  Score: Raw -5431640.747441 + Penalty 3480.498625 = -5428160.248816
  nChanged 22
		SP:Iteration 53Q (52754.370000 sec): 3 clusters
  Score: Raw -5431642.480647 + Penalty 3480.498625 = -5428161.982021
  nChanged 26
		SP:Iteration 54Q (52754.800000 sec): 3 clusters
  Score: Raw -5431644.343895 + Penalty 3480.498625 = -5428163.845270
  nChanged 23
		SP:Iteration 55Q (52755.280000 sec): 3 clusters
  Score: Raw -5431645.635953 + Penalty 3480.498625 = -5428165.137328
  nChanged 22
		SP:Iteration 56Q (52755.630000 sec): 3 clusters
  Score: Raw -5431646.583553 + Penalty 3480.498625 = -5428166.084928
  nChanged 15
		SP:Iteration 57Q (52756.050000 sec): 3 clusters
  Score: Raw -5431647.152591 + Penalty 3480.498625 = -5428166.653965
  nChanged 12
		SP:Iteration 58Q (52756.410000 sec): 3 clusters
  Score: Raw -5431647.619780 + Penalty 3480.498625 = -5428167.121155
  nChanged 15
		SP:Iteration 59Q (52756.850000 sec): 3 clusters
  Score: Raw -5431648.522747 + Penalty 3480.498625 = -5428168.024121
  nChanged 18
		SP:Iteration 60F (52757.280000 sec): 3 clusters
  Score: Raw -5431649.494794 + Penalty 3480.498625 = -5428168.996168
  nChanged 18
		SP:Iteration 61Q (52757.720000 sec): 3 clusters
  Score: Raw -5431650.547848 + Penalty 3480.498625 = -5428170.049222
  nChanged 17
		SP:Iteration 62Q (52758.110000 sec): 3 clusters
  Score: Raw -5431651.349833 + Penalty 3480.498625 = -5428170.851208
  nChanged 16
		SP:Iteration 63Q (52758.530000 sec): 3 clusters
  Score: Raw -5431652.106862 + Penalty 3480.498625 = -5428171.608237
  nChanged 9
		SP:Iteration 64Q (52758.900000 sec): 3 clusters
  Score: Raw -5431652.499269 + Penalty 3480.498625 = -5428172.000643
  nChanged 11
		SP:Iteration 65Q (52759.310000 sec): 3 clusters
  Score: Raw -5431652.878184 + Penalty 3480.498625 = -5428172.379559
  nChanged 8
		SP:Iteration 66Q (52759.630000 sec): 3 clusters
  Score: Raw -5431653.282851 + Penalty 3480.498625 = -5428172.784225
  nChanged 10
		SP:Iteration 67Q (52760.030000 sec): 3 clusters
  Score: Raw -5431653.670406 + Penalty 3480.498625 = -5428173.171780
  nChanged 6
		SP:Iteration 68Q (52760.470000 sec): 3 clusters
  Score: Raw -5431653.956597 + Penalty 3480.498625 = -5428173.457972
  nChanged 9
		SP:Iteration 69Q (52760.950000 sec): 3 clusters
  Score: Raw -5431654.319897 + Penalty 3480.498625 = -5428173.821272
  nChanged 10
		SP:Iteration 70Q (52761.400000 sec): 3 clusters
  Score: Raw -5431654.937419 + Penalty 3480.498625 = -5428174.438793
  nChanged 10
		SP:Iteration 71Q (52761.780000 sec): 3 clusters
  Score: Raw -5431655.495177 + Penalty 3480.498625 = -5428174.996551
  nChanged 15
		SP:Iteration 72Q (52762.230000 sec): 3 clusters
  Score: Raw -5431656.168607 + Penalty 3480.498625 = -5428175.669981
  nChanged 13
		SP:Iteration 73Q (52762.650000 sec): 3 clusters
  Score: Raw -5431656.679003 + Penalty 3480.498625 = -5428176.180378
  nChanged 8
		SP:Iteration 74Q (52763.070000 sec): 3 clusters
  Score: Raw -5431657.029232 + Penalty 3480.498625 = -5428176.530606
  nChanged 7
		SP:Iteration 75Q (52763.430000 sec): 3 clusters
  Score: Raw -5431657.298207 + Penalty 3480.498625 = -5428176.799581
  nChanged 7
		SP:Iteration 76Q (52763.820000 sec): 3 clusters
  Score: Raw -5431657.708992 + Penalty 3480.498625 = -5428177.210367
  nChanged 8
		SP:Iteration 77Q (52764.220000 sec): 3 clusters
  Score: Raw -5431658.027076 + Penalty 3480.498625 = -5428177.528451
  nChanged 7
		SP:Iteration 78Q (52764.680000 sec): 3 clusters
  Score: Raw -5431658.283985 + Penalty 3480.498625 = -5428177.785359
  nChanged 7
		SP:Iteration 79Q (52765.010000 sec): 3 clusters
  Score: Raw -5431658.725486 + Penalty 3480.498625 = -5428178.226860
  nChanged 5
		SP:Iteration 80F (52765.460000 sec): 3 clusters
  Score: Raw -5431658.917577 + Penalty 3480.498625 = -5428178.418952
  nChanged 7
		SP:Iteration 81Q (52765.930000 sec): 3 clusters
  Score: Raw -5431659.260644 + Penalty 3480.498625 = -5428178.762018
  nChanged 8
		SP:Iteration 82Q (52766.330000 sec): 3 clusters
  Score: Raw -5431659.684316 + Penalty 3480.498625 = -5428179.185691
  nChanged 7
		SP:Iteration 83Q (52766.830000 sec): 3 clusters
  Score: Raw -5431659.908531 + Penalty 3480.498625 = -5428179.409906
  nChanged 6
		SP:Iteration 84Q (52767.280000 sec): 3 clusters
  Score: Raw -5431660.115680 + Penalty 3480.498625 = -5428179.617055
  nChanged 5
		SP:Iteration 85Q (52767.640000 sec): 3 clusters
  Score: Raw -5431660.289126 + Penalty 3480.498625 = -5428179.790501
  nChanged 4
		SP:Iteration 86Q (52768.080000 sec): 3 clusters
  Score: Raw -5431660.452945 + Penalty 3480.498625 = -5428179.954319
  nChanged 4
		SP:Iteration 87Q (52768.450000 sec): 3 clusters
  Score: Raw -5431660.598425 + Penalty 3480.498625 = -5428180.099800
  nChanged 3
		SP:Iteration 88Q (52768.870000 sec): 3 clusters
  Score: Raw -5431660.702801 + Penalty 3480.498625 = -5428180.204176
  nChanged 3
		SP:Iteration 89Q (52769.320000 sec): 3 clusters
  Score: Raw -5431660.803476 + Penalty 3480.498625 = -5428180.304851
  nChanged 2
		SP:Iteration 90Q (52769.730000 sec): 3 clusters
  Score: Raw -5431660.846143 + Penalty 3480.498625 = -5428180.347518
  nChanged 1
		SP:Iteration 91Q (52770.160000 sec): 3 clusters
  Score: Raw -5431660.882315 + Penalty 3480.498625 = -5428180.383689
  nChanged 2
		SP:Iteration 92Q (52770.620000 sec): 3 clusters
  Score: Raw -5431660.951111 + Penalty 3480.498625 = -5428180.452485
  nChanged 2
		SP:Iteration 93Q (52771.020000 sec): 3 clusters
  Score: Raw -5431660.986513 + Penalty 3480.498625 = -5428180.487887
  nChanged 2
		SP:Iteration 94Q (52771.460000 sec): 3 clusters
  Score: Raw -5431661.040331 + Penalty 3480.498625 = -5428180.541706
  nChanged 0
		SP:Iteration 95F (52771.950000 sec): 3 clusters
  Score: Raw -5431661.040331 + Penalty 3480.498625 = -5428180.541706
  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 6.34 GB.

 Trying to split cluster 3 (23041 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (52772.140000 sec): 2 clusters
  Score: Raw -2754753.202089 + Penalty 1632.317459 = -2753120.884630
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (52772.450000 sec): 3 clusters
  Score: Raw -2740808.014494 + Penalty 3264.634918 = -2737543.379576
  nChanged 10588
		SP:Iteration 1F (52772.800000 sec): 3 clusters
  Score: Raw -2747791.188935 + Penalty 3264.634918 = -2744526.554017
  nChanged 1777
		SP:Iteration 2F (52773.090000 sec): 3 clusters
  Score: Raw -2750097.942439 + Penalty 3264.634918 = -2746833.307521
  nChanged 1963
		SP:Iteration 3F (52773.470000 sec): 3 clusters
  Score: Raw -2751622.690576 + Penalty 3264.634918 = -2748358.055658
  nChanged 1639
		SP:Iteration 4F (52773.780000 sec): 3 clusters
  Score: Raw -2752589.812769 + Penalty 3264.634918 = -2749325.177851
  nChanged 1389
		SP:Iteration 5F (52774.070000 sec): 3 clusters
  Score: Raw -2753423.676220 + Penalty 3264.634918 = -2750159.041302
  nChanged 1304
		SP:Iteration 6F (52774.380000 sec): 3 clusters
  Score: Raw -2754272.840682 + Penalty 3264.634918 = -2751008.205764
  nChanged 1274
		SP:Iteration 7F (52774.720000 sec): 3 clusters
  Score: Raw -2755276.675099 + Penalty 3264.634918 = -2752012.040181
  nChanged 1192
		SP:Iteration 8F (52775.030000 sec): 3 clusters
  Score: Raw -2756326.225846 + Penalty 3264.634918 = -2753061.590928
  nChanged 1140
		SP:Iteration 9Q (52775.320000 sec): 3 clusters
  Score: Raw -2757332.940195 + Penalty 3264.634918 = -2754068.305277
  nChanged 912
		SP:Iteration 10Q (52775.640000 sec): 3 clusters
  Score: Raw -2758068.154228 + Penalty 3264.634918 = -2754803.519310
  nChanged 710
		SP:Iteration 11Q (52775.960000 sec): 3 clusters
  Score: Raw -2758573.689309 + Penalty 3264.634918 = -2755309.054391
  nChanged 523
		SP:Iteration 12Q (52776.210000 sec): 3 clusters
  Score: Raw -2758941.025632 + Penalty 3264.634918 = -2755676.390714
  nChanged 377
		SP:Iteration 13Q (52776.580000 sec): 3 clusters
  Score: Raw -2759198.744031 + Penalty 3264.634918 = -2755934.109113
  nChanged 281
		SP:Iteration 14Q (52776.840000 sec): 3 clusters
  Score: Raw -2759339.620573 + Penalty 3264.634918 = -2756074.985655
  nChanged 178
		SP:Iteration 15Q (52777.170000 sec): 3 clusters
  Score: Raw -2759392.830388 + Penalty 3264.634918 = -2756128.195470
  nChanged 127
		SP:Iteration 16Q (52777.450000 sec): 3 clusters
  Score: Raw -2759415.591799 + Penalty 3264.634918 = -2756150.956881
  nChanged 86
		SP:Iteration 17Q (52777.690000 sec): 3 clusters
  Score: Raw -2759431.714481 + Penalty 3264.634918 = -2756167.079563
  nChanged 76
		SP:Iteration 18Q (52777.970000 sec): 3 clusters
  Score: Raw -2759447.810007 + Penalty 3264.634918 = -2756183.175090
  nChanged 63
		SP:Iteration 19Q (52778.300000 sec): 3 clusters
  Score: Raw -2759462.034412 + Penalty 3264.634918 = -2756197.399494
  nChanged 59
		SP:Iteration 20F (52778.540000 sec): 3 clusters
  Score: Raw -2759476.075042 + Penalty 3264.634918 = -2756211.440124
  nChanged 73
		SP:Iteration 21Q (52778.820000 sec): 3 clusters
  Score: Raw -2759502.825286 + Penalty 3264.634918 = -2756238.190368
  nChanged 96
		SP:Iteration 22Q (52779.140000 sec): 3 clusters
  Score: Raw -2759564.824096 + Penalty 3264.634918 = -2756300.189178
  nChanged 127
		SP:Iteration 23Q (52779.410000 sec): 3 clusters
  Score: Raw -2759716.441645 + Penalty 3264.634918 = -2756451.806727
  nChanged 186
		SP:Iteration 24Q (52779.700000 sec): 3 clusters
  Score: Raw -2759982.985750 + Penalty 3264.634918 = -2756718.350832
  nChanged 224
		SP:Iteration 25Q (52780.010000 sec): 3 clusters
  Score: Raw -2760247.746171 + Penalty 3264.634918 = -2756983.111253
  nChanged 191
		SP:Iteration 26Q (52780.300000 sec): 3 clusters
  Score: Raw -2760377.673492 + Penalty 3264.634918 = -2757113.038574
  nChanged 140
		SP:Iteration 27Q (52780.550000 sec): 3 clusters
  Score: Raw -2760409.541999 + Penalty 3264.634918 = -2757144.907081
  nChanged 70
		SP:Iteration 28Q (52780.830000 sec): 3 clusters
  Score: Raw -2760417.723757 + Penalty 3264.634918 = -2757153.088839
  nChanged 38
		SP:Iteration 29Q (52781.110000 sec): 3 clusters
  Score: Raw -2760421.762932 + Penalty 3264.634918 = -2757157.128014
  nChanged 22
		SP:Iteration 30Q (52781.380000 sec): 3 clusters
  Score: Raw -2760423.534466 + Penalty 3264.634918 = -2757158.899548
  nChanged 14
		SP:Iteration 31Q (52781.680000 sec): 3 clusters
  Score: Raw -2760424.494943 + Penalty 3264.634918 = -2757159.860025
  nChanged 9
		SP:Iteration 32Q (52782.000000 sec): 3 clusters
  Score: Raw -2760424.876432 + Penalty 3264.634918 = -2757160.241515
  nChanged 2
		SP:Iteration 33Q (52782.340000 sec): 3 clusters
  Score: Raw -2760424.955985 + Penalty 3264.634918 = -2757160.321067
  nChanged 3
		SP:Iteration 34Q (52782.620000 sec): 3 clusters
  Score: Raw -2760425.140365 + Penalty 3264.634918 = -2757160.505447
  nChanged 4
		SP:Iteration 35Q (52782.900000 sec): 3 clusters
  Score: Raw -2760425.314360 + Penalty 3264.634918 = -2757160.679442
  nChanged 5
		SP:Iteration 36Q (52783.210000 sec): 3 clusters
  Score: Raw -2760425.557644 + Penalty 3264.634918 = -2757160.922726
  nChanged 6
		SP:Iteration 37Q (52783.470000 sec): 3 clusters
  Score: Raw -2760425.888111 + Penalty 3264.634918 = -2757161.253193
  nChanged 4
		SP:Iteration 38Q (52783.760000 sec): 3 clusters
  Score: Raw -2760426.133467 + Penalty 3264.634918 = -2757161.498549
  nChanged 4
		SP:Iteration 39Q (52784.080000 sec): 3 clusters
  Score: Raw -2760426.374228 + Penalty 3264.634918 = -2757161.739310
  nChanged 8
		SP:Iteration 40F (52784.370000 sec): 3 clusters
  Score: Raw -2760426.981611 + Penalty 3264.634918 = -2757162.346693
  nChanged 9
		SP:Iteration 41Q (52784.680000 sec): 3 clusters
  Score: Raw -2760427.483550 + Penalty 3264.634918 = -2757162.848632
  nChanged 4
		SP:Iteration 42Q (52784.980000 sec): 3 clusters
  Score: Raw -2760427.731761 + Penalty 3264.634918 = -2757163.096843
  nChanged 4
		SP:Iteration 43Q (52785.300000 sec): 3 clusters
  Score: Raw -2760428.030987 + Penalty 3264.634918 = -2757163.396069
  nChanged 2
		SP:Iteration 44Q (52785.600000 sec): 3 clusters
  Score: Raw -2760428.151824 + Penalty 3264.634918 = -2757163.516906
  nChanged 3
		SP:Iteration 45Q (52785.880000 sec): 3 clusters
  Score: Raw -2760428.242020 + Penalty 3264.634918 = -2757163.607102
  nChanged 1
		SP:Iteration 46Q (52786.140000 sec): 3 clusters
  Score: Raw -2760428.284158 + Penalty 3264.634918 = -2757163.649241
  nChanged 1
		SP:Iteration 47Q (52786.400000 sec): 3 clusters
  Score: Raw -2760428.378139 + Penalty 3264.634918 = -2757163.743221
  nChanged 1
		SP:Iteration 48Q (52786.690000 sec): 3 clusters
  Score: Raw -2760428.470042 + Penalty 3264.634918 = -2757163.835125
  nChanged 2
		SP:Iteration 49Q (52786.950000 sec): 3 clusters
  Score: Raw -2760428.598076 + Penalty 3264.634918 = -2757163.963158
  nChanged 2
		SP:Iteration 50Q (52787.210000 sec): 3 clusters
  Score: Raw -2760428.674266 + Penalty 3264.634918 = -2757164.039348
  nChanged 1
		SP:Iteration 51Q (52787.500000 sec): 3 clusters
  Score: Raw -2760428.730001 + Penalty 3264.634918 = -2757164.095083
  nChanged 1
		SP:Iteration 52Q (52787.760000 sec): 3 clusters
  Score: Raw -2760428.861284 + Penalty 3264.634918 = -2757164.226366
  nChanged 3
		SP:Iteration 53Q (52788.050000 sec): 3 clusters
  Score: Raw -2760429.042964 + Penalty 3264.634918 = -2757164.408047
  nChanged 0
		SP:Iteration 54F (52788.350000 sec): 3 clusters
  Score: Raw -2760429.042964 + Penalty 3264.634918 = -2757164.408047
  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 6.34 GB.

 Trying to split cluster 4 (1483 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (52788.460000 sec): 2 clusters
  Score: Raw -98314.699878 + Penalty 1186.546131 = -97128.153747
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (52788.640000 sec): 3 clusters
  Score: Raw -98050.853305 + Penalty 2373.092261 = -95677.761044
  nChanged 591
		SP:Iteration 1F (52788.820000 sec): 3 clusters
  Score: Raw -100348.441257 + Penalty 2373.092261 = -97975.348996
  nChanged 186
		SP:Iteration 2F (52788.920000 sec): 3 clusters
  Score: Raw -101340.694433 + Penalty 2373.092261 = -98967.602172
  nChanged 99
		SP:Iteration 3F (52789.060000 sec): 3 clusters
  Score: Raw -101807.604103 + Penalty 2373.092261 = -99434.511842
  nChanged 59
		SP:Iteration 4Q (52789.210000 sec): 3 clusters
  Score: Raw -102232.152635 + Penalty 2373.092261 = -99859.060374
  nChanged 47
		SP:Iteration 5Q (52789.340000 sec): 3 clusters
  Score: Raw -102438.940782 + Penalty 2373.092261 = -100065.848521
  nChanged 35
		SP:Iteration 6Q (52789.520000 sec): 3 clusters
  Score: Raw -102573.157399 + Penalty 2373.092261 = -100200.065138
  nChanged 36
		SP:Iteration 7Q (52789.660000 sec): 3 clusters
  Score: Raw -102734.443406 + Penalty 2373.092261 = -100361.351145
  nChanged 34
		SP:Iteration 8Q (52789.800000 sec): 3 clusters
  Score: Raw -102933.366846 + Penalty 2373.092261 = -100560.274585
  nChanged 25
		SP:Iteration 9Q (52789.940000 sec): 3 clusters
  Score: Raw -103056.778054 + Penalty 2373.092261 = -100683.685793
  nChanged 15
		SP:Iteration 10Q (52790.080000 sec): 3 clusters
  Score: Raw -103089.856796 + Penalty 2373.092261 = -100716.764535
  nChanged 6
		SP:Iteration 11Q (52790.240000 sec): 3 clusters
  Score: Raw -103098.723381 + Penalty 2373.092261 = -100725.631120
  nChanged 2
		SP:Iteration 12Q (52790.360000 sec): 3 clusters
  Score: Raw -103106.120828 + Penalty 2373.092261 = -100733.028567
  nChanged 2
		SP:Iteration 13Q (52790.500000 sec): 3 clusters
  Score: Raw -103106.784041 + Penalty 2373.092261 = -100733.691779
  nChanged 0
		SP:Iteration 14F (52790.610000 sec): 3 clusters
  Score: Raw -103118.967860 + Penalty 2373.092261 = -100745.875599
  nChanged 8
		SP:Iteration 15Q (52790.750000 sec): 3 clusters
  Score: Raw -103152.842249 + Penalty 2373.092261 = -100779.749988
  nChanged 8
		SP:Iteration 16Q (52790.890000 sec): 3 clusters
  Score: Raw -103205.328212 + Penalty 2373.092261 = -100832.235951
  nChanged 16
		SP:Iteration 17Q (52791.040000 sec): 3 clusters
  Score: Raw -103338.906522 + Penalty 2373.092261 = -100965.814260
  nChanged 24
		SP:Iteration 18Q (52791.180000 sec): 3 clusters
  Score: Raw -103434.388145 + Penalty 2373.092261 = -101061.295883
  nChanged 10
		SP:Iteration 19Q (52791.320000 sec): 3 clusters
  Score: Raw -103478.381060 + Penalty 2373.092261 = -101105.288799
  nChanged 7
		SP:Iteration 20F (52791.470000 sec): 3 clusters
  Score: Raw -103531.452641 + Penalty 2373.092261 = -101158.360380
  nChanged 19
		SP:Iteration 21Q (52791.610000 sec): 3 clusters
  Score: Raw -103642.497759 + Penalty 2373.092261 = -101269.405497
  nChanged 16
		SP:Iteration 22Q (52791.760000 sec): 3 clusters
  Score: Raw -103754.562328 + Penalty 2373.092261 = -101381.470067
  nChanged 20
		SP:Iteration 23Q (52791.900000 sec): 3 clusters
  Score: Raw -103984.028454 + Penalty 2373.092261 = -101610.936192
  nChanged 15
		SP:Iteration 24Q (52792.040000 sec): 3 clusters
  Score: Raw -104386.270509 + Penalty 2373.092261 = -102013.178248
  nChanged 9
		SP:Iteration 25Q (52792.190000 sec): 3 clusters
  Score: Raw -104715.143792 + Penalty 2373.092261 = -102342.051530
  nChanged 8
		SP:Iteration 26Q (52792.370000 sec): 3 clusters
  Score: Raw -104730.382585 + Penalty 2373.092261 = -102357.290324
  nChanged 2
		SP:Iteration 27Q (52792.550000 sec): 3 clusters
  Score: Raw -104780.115887 + Penalty 2373.092261 = -102407.023626
  nChanged 4
		SP:Iteration 28Q (52792.740000 sec): 3 clusters
  Score: Raw -104809.708834 + Penalty 2373.092261 = -102436.616572
  nChanged 1
		SP:Iteration 29Q (52792.910000 sec): 3 clusters
  Score: Raw -104825.134234 + Penalty 2373.092261 = -102452.041973
  nChanged 5
		SP:Iteration 30Q (52793.090000 sec): 3 clusters
  Score: Raw -104841.354700 + Penalty 2373.092261 = -102468.262438
  nChanged 2
		SP:Iteration 31Q (52793.260000 sec): 3 clusters
  Score: Raw -104855.838255 + Penalty 2373.092261 = -102482.745993
  nChanged 2
		SP:Iteration 32Q (52793.430000 sec): 3 clusters
  Score: Raw -104859.122211 + Penalty 2373.092261 = -102486.029950
  nChanged 0
		SP:Iteration 33F (52793.570000 sec): 3 clusters
  Score: Raw -104859.122211 + Penalty 2373.092261 = -102486.029950
  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 6.34 GB.

 Trying to split cluster 5 (217941 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (52794.680000 sec): 2 clusters
  Score: Raw -26272947.229908 + Penalty 1997.446695 = -26270949.783213
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (52796.490000 sec): 3 clusters
  Score: Raw -26128101.187431 + Penalty 3994.893390 = -26124106.294040
  nChanged 106058
		SP:Iteration 1F (52797.880000 sec): 3 clusters
  Score: Raw -26190931.460989 + Penalty 3994.893390 = -26186936.567598
  nChanged 6284
		SP:Iteration 2Q (52799.420000 sec): 3 clusters
  Score: Raw -26192279.102980 + Penalty 3994.893390 = -26188284.209589
  nChanged 6923
		SP:Iteration 3Q (52801.320000 sec): 3 clusters
  Score: Raw -26194112.630754 + Penalty 3994.893390 = -26190117.737363
  nChanged 8273
		SP:Iteration 4Q (52802.810000 sec): 3 clusters
  Score: Raw -26197012.862460 + Penalty 3994.893390 = -26193017.969070
  nChanged 10449
		SP:Iteration 5Q (52804.430000 sec): 3 clusters
  Score: Raw -26202029.164430 + Penalty 3994.893390 = -26198034.271040
  nChanged 13096
		SP:Iteration 6F (52805.810000 sec): 3 clusters
  Score: Raw -26209588.352995 + Penalty 3994.893390 = -26205593.459605
  nChanged 14562
		SP:Iteration 7F (52807.100000 sec): 3 clusters
  Score: Raw -26218523.990643 + Penalty 3994.893390 = -26214529.097252
  nChanged 13924
		SP:Iteration 8F (52808.570000 sec): 3 clusters
  Score: Raw -26226635.371927 + Penalty 3994.893390 = -26222640.478537
  nChanged 11761
		SP:Iteration 9F (52809.930000 sec): 3 clusters
  Score: Raw -26233074.179751 + Penalty 3994.893390 = -26229079.286360
  nChanged 9492
		SP:Iteration 10Q (52811.460000 sec): 3 clusters
  Score: Raw -26238193.059852 + Penalty 3994.893390 = -26234198.166462
  nChanged 7782
		SP:Iteration 11Q (52812.960000 sec): 3 clusters
  Score: Raw -26242671.295405 + Penalty 3994.893390 = -26238676.402014
  nChanged 6849
		SP:Iteration 12Q (52814.520000 sec): 3 clusters
  Score: Raw -26246966.348444 + Penalty 3994.893390 = -26242971.455054
  nChanged 5954
		SP:Iteration 13Q (52816.010000 sec): 3 clusters
  Score: Raw -26250682.802945 + Penalty 3994.893390 = -26246687.909554
  nChanged 4961
		SP:Iteration 14Q (52817.580000 sec): 3 clusters
  Score: Raw -26253242.361524 + Penalty 3994.893390 = -26249247.468133
  nChanged 3727
		SP:Iteration 15Q (52819.130000 sec): 3 clusters
  Score: Raw -26254813.679244 + Penalty 3994.893390 = -26250818.785853
  nChanged 3029
		SP:Iteration 16Q (52820.700000 sec): 3 clusters
  Score: Raw -26255945.269686 + Penalty 3994.893390 = -26251950.376296
  nChanged 2861
		SP:Iteration 17Q (52822.210000 sec): 3 clusters
  Score: Raw -26256951.363728 + Penalty 3994.893390 = -26252956.470338
  nChanged 2983
		SP:Iteration 18Q (52823.710000 sec): 3 clusters
  Score: Raw -26258024.101155 + Penalty 3994.893390 = -26254029.207764
  nChanged 2985
		SP:Iteration 19Q (52825.050000 sec): 3 clusters
  Score: Raw -26259153.480096 + Penalty 3994.893390 = -26255158.586706
  nChanged 3062
		SP:Iteration 20F (52826.390000 sec): 3 clusters
  Score: Raw -26260397.474135 + Penalty 3994.893390 = -26256402.580745
  nChanged 3042
		SP:Iteration 21Q (52827.760000 sec): 3 clusters
  Score: Raw -26261731.677867 + Penalty 3994.893390 = -26257736.784477
  nChanged 2997
		SP:Iteration 22Q (52829.020000 sec): 3 clusters
  Score: Raw -26263147.055179 + Penalty 3994.893390 = -26259152.161789
  nChanged 2832
		SP:Iteration 23Q (52830.340000 sec): 3 clusters
  Score: Raw -26264563.191417 + Penalty 3994.893390 = -26260568.298026
  nChanged 2628
		SP:Iteration 24Q (52831.730000 sec): 3 clusters
  Score: Raw -26265955.474541 + Penalty 3994.893390 = -26261960.581151
  nChanged 2422
		SP:Iteration 25Q (52833.000000 sec): 3 clusters
  Score: Raw -26267248.020007 + Penalty 3994.893390 = -26263253.126616
  nChanged 2126
		SP:Iteration 26Q (52834.260000 sec): 3 clusters
  Score: Raw -26268394.082963 + Penalty 3994.893390 = -26264399.189573
  nChanged 1863
		SP:Iteration 27Q (52835.680000 sec): 3 clusters
  Score: Raw -26269426.030296 + Penalty 3994.893390 = -26265431.136906
  nChanged 1584
		SP:Iteration 28Q (52837.280000 sec): 3 clusters
  Score: Raw -26270292.080588 + Penalty 3994.893390 = -26266297.187198
  nChanged 1349
		SP:Iteration 29Q (52838.510000 sec): 3 clusters
  Score: Raw -26270998.269417 + Penalty 3994.893390 = -26267003.376027
  nChanged 1109
		SP:Iteration 30Q (52839.650000 sec): 3 clusters
  Score: Raw -26271526.987543 + Penalty 3994.893390 = -26267532.094153
  nChanged 896
		SP:Iteration 31Q (52840.800000 sec): 3 clusters
  Score: Raw -26271924.978800 + Penalty 3994.893390 = -26267930.085409
  nChanged 779
		SP:Iteration 32Q (52841.980000 sec): 3 clusters
  Score: Raw -26272252.891917 + Penalty 3994.893390 = -26268257.998527
  nChanged 673
		SP:Iteration 33Q (52843.300000 sec): 3 clusters
  Score: Raw -26272524.682061 + Penalty 3994.893390 = -26268529.788670
  nChanged 576
		SP:Iteration 34Q (52844.570000 sec): 3 clusters
  Score: Raw -26272742.067485 + Penalty 3994.893390 = -26268747.174094
  nChanged 500
		SP:Iteration 35Q (52845.830000 sec): 3 clusters
  Score: Raw -26272921.484209 + Penalty 3994.893390 = -26268926.590818
  nChanged 426
		SP:Iteration 36Q (52847.230000 sec): 3 clusters
  Score: Raw -26273066.244264 + Penalty 3994.893390 = -26269071.350873
  nChanged 373
		SP:Iteration 37Q (52848.530000 sec): 3 clusters
  Score: Raw -26273175.613381 + Penalty 3994.893390 = -26269180.719991
  nChanged 322
		SP:Iteration 38Q (52849.780000 sec): 3 clusters
  Score: Raw -26273264.412212 + Penalty 3994.893390 = -26269269.518822
  nChanged 265
		SP:Iteration 39Q (52851.360000 sec): 3 clusters
  Score: Raw -26273336.853559 + Penalty 3994.893390 = -26269341.960168
  nChanged 254
		SP:Iteration 40F (52852.750000 sec): 3 clusters
  Score: Raw -26273399.114650 + Penalty 3994.893390 = -26269404.221260
  nChanged 217
		SP:Iteration 41Q (52854.110000 sec): 3 clusters
  Score: Raw -26273452.240245 + Penalty 3994.893390 = -26269457.346854
  nChanged 190
		SP:Iteration 42Q (52855.660000 sec): 3 clusters
  Score: Raw -26273493.035434 + Penalty 3994.893390 = -26269498.142043
  nChanged 159
		SP:Iteration 43Q (52857.020000 sec): 3 clusters
  Score: Raw -26273529.146421 + Penalty 3994.893390 = -26269534.253030
  nChanged 155
		SP:Iteration 44Q (52858.150000 sec): 3 clusters
  Score: Raw -26273563.341867 + Penalty 3994.893390 = -26269568.448477
  nChanged 116
		SP:Iteration 45Q (52859.780000 sec): 3 clusters
  Score: Raw -26273584.226332 + Penalty 3994.893390 = -26269589.332942
  nChanged 98
		SP:Iteration 46Q (52861.060000 sec): 3 clusters
  Score: Raw -26273602.094804 + Penalty 3994.893390 = -26269607.201414
  nChanged 71
		SP:Iteration 47Q (52862.230000 sec): 3 clusters
  Score: Raw -26273613.469329 + Penalty 3994.893390 = -26269618.575938
  nChanged 65
		SP:Iteration 48Q (52863.710000 sec): 3 clusters
  Score: Raw -26273622.974619 + Penalty 3994.893390 = -26269628.081229
  nChanged 47
		SP:Iteration 49Q (52864.860000 sec): 3 clusters
  Score: Raw -26273629.951830 + Penalty 3994.893390 = -26269635.058440
  nChanged 48
		SP:Iteration 50Q (52866.080000 sec): 3 clusters
  Score: Raw -26273637.035229 + Penalty 3994.893390 = -26269642.141839
  nChanged 40
		SP:Iteration 51Q (52867.580000 sec): 3 clusters
  Score: Raw -26273641.758989 + Penalty 3994.893390 = -26269646.865599
  nChanged 33
		SP:Iteration 52Q (52868.800000 sec): 3 clusters
  Score: Raw -26273645.727409 + Penalty 3994.893390 = -26269650.834019
  nChanged 31
		SP:Iteration 53Q (52870.000000 sec): 3 clusters
  Score: Raw -26273649.504039 + Penalty 3994.893390 = -26269654.610649
  nChanged 32
		SP:Iteration 54Q (52871.150000 sec): 3 clusters
  Score: Raw -26273653.197111 + Penalty 3994.893390 = -26269658.303721
  nChanged 25
		SP:Iteration 55Q (52872.400000 sec): 3 clusters
  Score: Raw -26273655.925845 + Penalty 3994.893390 = -26269661.032455
  nChanged 21
		SP:Iteration 56Q (52873.630000 sec): 3 clusters
  Score: Raw -26273658.222868 + Penalty 3994.893390 = -26269663.329478
  nChanged 22
		SP:Iteration 57Q (52874.840000 sec): 3 clusters
  Score: Raw -26273660.935350 + Penalty 3994.893390 = -26269666.041960
  nChanged 15
		SP:Iteration 58Q (52876.360000 sec): 3 clusters
  Score: Raw -26273663.005009 + Penalty 3994.893390 = -26269668.111618
  nChanged 17
		SP:Iteration 59Q (52877.520000 sec): 3 clusters
  Score: Raw -26273665.555145 + Penalty 3994.893390 = -26269670.661754
  nChanged 22
		SP:Iteration 60F (52878.820000 sec): 3 clusters
  Score: Raw -26273667.840389 + Penalty 3994.893390 = -26269672.946998
  nChanged 16
		SP:Iteration 61Q (52880.260000 sec): 3 clusters
  Score: Raw -26273669.315090 + Penalty 3994.893390 = -26269674.421700
  nChanged 15
		SP:Iteration 62Q (52881.460000 sec): 3 clusters
  Score: Raw -26273671.092887 + Penalty 3994.893390 = -26269676.199497
  nChanged 21
		SP:Iteration 63Q (52882.620000 sec): 3 clusters
  Score: Raw -26273673.211377 + Penalty 3994.893390 = -26269678.317987
  nChanged 14
		SP:Iteration 64Q (52883.890000 sec): 3 clusters
  Score: Raw -26273674.363207 + Penalty 3994.893390 = -26269679.469817
  nChanged 7
		SP:Iteration 65Q (52885.340000 sec): 3 clusters
  Score: Raw -26273675.042997 + Penalty 3994.893390 = -26269680.149607
  nChanged 9
		SP:Iteration 66Q (52886.480000 sec): 3 clusters
  Score: Raw -26273676.038648 + Penalty 3994.893390 = -26269681.145258
  nChanged 7
		SP:Iteration 67Q (52887.660000 sec): 3 clusters
  Score: Raw -26273676.552643 + Penalty 3994.893390 = -26269681.659253
  nChanged 4
		SP:Iteration 68Q (52889.250000 sec): 3 clusters
  Score: Raw -26273676.779636 + Penalty 3994.893390 = -26269681.886245
  nChanged 4
		SP:Iteration 69Q (52890.420000 sec): 3 clusters
  Score: Raw -26273677.072378 + Penalty 3994.893390 = -26269682.178988
  nChanged 1
		SP:Iteration 70Q (52891.600000 sec): 3 clusters
  Score: Raw -26273677.163684 + Penalty 3994.893390 = -26269682.270294
  nChanged 2
		SP:Iteration 71Q (52892.900000 sec): 3 clusters
  Score: Raw -26273677.270897 + Penalty 3994.893390 = -26269682.377507
  nChanged 2
		SP:Iteration 72Q (52894.240000 sec): 3 clusters
  Score: Raw -26273677.383131 + Penalty 3994.893390 = -26269682.489740
  nChanged 2
		SP:Iteration 73Q (52895.620000 sec): 3 clusters
  Score: Raw -26273677.499104 + Penalty 3994.893390 = -26269682.605714
  nChanged 1
		SP:Iteration 74Q (52896.840000 sec): 3 clusters
  Score: Raw -26273677.530770 + Penalty 3994.893390 = -26269682.637380
  nChanged 0
		SP:Iteration 75F (52898.380000 sec): 3 clusters
  Score: Raw -26273677.530770 + Penalty 3994.893390 = -26269682.637380
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 6 (584 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (52898.540000 sec): 2 clusters
  Score: Raw -51633.766541 + Penalty 1035.108910 = -50598.657632
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (52898.710000 sec): 3 clusters
  Score: Raw -51561.810414 + Penalty 2070.217819 = -49491.592595
  nChanged 176
		SP:Iteration 1F (52898.870000 sec): 3 clusters
  Score: Raw -52017.852038 + Penalty 2070.217819 = -49947.634219
  nChanged 67
		SP:Iteration 2F (52899.000000 sec): 3 clusters
  Score: Raw -52342.173762 + Penalty 2070.217819 = -50271.955943
  nChanged 41
		SP:Iteration 3F (52899.130000 sec): 3 clusters
  Score: Raw -52500.434693 + Penalty 2070.217819 = -50430.216874
  nChanged 23
		SP:Iteration 4Q (52899.260000 sec): 3 clusters
  Score: Raw -52627.165187 + Penalty 2070.217819 = -50556.947367
  nChanged 31
		SP:Iteration 5F (52899.390000 sec): 3 clusters
  Score: Raw -52762.812242 + Penalty 2070.217819 = -50692.594423
  nChanged 21
		SP:Iteration 6Q (52899.550000 sec): 3 clusters
  Score: Raw -52818.203042 + Penalty 2070.217819 = -50747.985223
  nChanged 12
		SP:Iteration 7Q (52899.680000 sec): 3 clusters
  Score: Raw -52864.110948 + Penalty 2070.217819 = -50793.893129
  nChanged 12
		SP:Iteration 8Q (52899.820000 sec): 3 clusters
  Score: Raw -52932.094763 + Penalty 2070.217819 = -50861.876943
  nChanged 5
		SP:Iteration 9Q (52899.960000 sec): 3 clusters
  Score: Raw -52953.936141 + Penalty 2070.217819 = -50883.718321
  nChanged 1
		SP:Iteration 10Q (52900.110000 sec): 3 clusters
  Score: Raw -52955.616119 + Penalty 2070.217819 = -50885.398299
  nChanged 0
		SP:Iteration 11F (52900.240000 sec): 3 clusters
  Score: Raw -52955.616119 + Penalty 2070.217819 = -50885.398299
  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 6.34 GB.

 Trying to split cluster 7 (13644 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (52900.400000 sec): 2 clusters
  Score: Raw -1622441.822186 + Penalty 1547.171461 = -1620894.650725
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (52900.690000 sec): 3 clusters
  Score: Raw -1614562.201814 + Penalty 3094.342922 = -1611467.858892
  nChanged 6063
		SP:Iteration 1F (52900.910000 sec): 3 clusters
  Score: Raw -1618119.736185 + Penalty 3094.342922 = -1615025.393263
  nChanged 921
		SP:Iteration 2F (52901.180000 sec): 3 clusters
  Score: Raw -1618651.784461 + Penalty 3094.342922 = -1615557.441539
  nChanged 947
		SP:Iteration 3F (52901.450000 sec): 3 clusters
  Score: Raw -1619210.362606 + Penalty 3094.342922 = -1616116.019684
  nChanged 869
		SP:Iteration 4F (52901.680000 sec): 3 clusters
  Score: Raw -1619747.185951 + Penalty 3094.342922 = -1616652.843029
  nChanged 773
		SP:Iteration 5F (52901.950000 sec): 3 clusters
  Score: Raw -1620194.019690 + Penalty 3094.342922 = -1617099.676769
  nChanged 638
		SP:Iteration 6Q (52902.170000 sec): 3 clusters
  Score: Raw -1620541.401921 + Penalty 3094.342922 = -1617447.059000
  nChanged 548
		SP:Iteration 7Q (52902.490000 sec): 3 clusters
  Score: Raw -1620855.881998 + Penalty 3094.342922 = -1617761.539076
  nChanged 528
		SP:Iteration 8Q (52902.770000 sec): 3 clusters
  Score: Raw -1621149.434651 + Penalty 3094.342922 = -1618055.091729
  nChanged 439
		SP:Iteration 9Q (52902.980000 sec): 3 clusters
  Score: Raw -1621381.794331 + Penalty 3094.342922 = -1618287.451409
  nChanged 385
		SP:Iteration 10Q (52903.260000 sec): 3 clusters
  Score: Raw -1621591.491412 + Penalty 3094.342922 = -1618497.148490
  nChanged 324
		SP:Iteration 11Q (52903.510000 sec): 3 clusters
  Score: Raw -1621778.483279 + Penalty 3094.342922 = -1618684.140358
  nChanged 274
		SP:Iteration 12Q (52903.760000 sec): 3 clusters
  Score: Raw -1621954.812531 + Penalty 3094.342922 = -1618860.469609
  nChanged 238
		SP:Iteration 13Q (52904.030000 sec): 3 clusters
  Score: Raw -1622106.373721 + Penalty 3094.342922 = -1619012.030799
  nChanged 179
		SP:Iteration 14Q (52904.330000 sec): 3 clusters
  Score: Raw -1622232.172711 + Penalty 3094.342922 = -1619137.829790
  nChanged 162
		SP:Iteration 15Q (52904.630000 sec): 3 clusters
  Score: Raw -1622348.259188 + Penalty 3094.342922 = -1619253.916266
  nChanged 106
		SP:Iteration 16Q (52904.910000 sec): 3 clusters
  Score: Raw -1622422.983454 + Penalty 3094.342922 = -1619328.640533
  nChanged 70
		SP:Iteration 17Q (52905.070000 sec): 3 clusters
  Score: Raw -1622470.896275 + Penalty 3094.342922 = -1619376.553353
  nChanged 58
		SP:Iteration 18Q (52905.280000 sec): 3 clusters
  Score: Raw -1622508.695106 + Penalty 3094.342922 = -1619414.352185
  nChanged 32
		SP:Iteration 19Q (52905.490000 sec): 3 clusters
  Score: Raw -1622530.180262 + Penalty 3094.342922 = -1619435.837340
  nChanged 17
		SP:Iteration 20F (52905.730000 sec): 3 clusters
  Score: Raw -1622542.716191 + Penalty 3094.342922 = -1619448.373269
  nChanged 24
		SP:Iteration 21Q (52905.900000 sec): 3 clusters
  Score: Raw -1622558.179704 + Penalty 3094.342922 = -1619463.836783
  nChanged 19
		SP:Iteration 22Q (52906.160000 sec): 3 clusters
  Score: Raw -1622573.645583 + Penalty 3094.342922 = -1619479.302662
  nChanged 17
		SP:Iteration 23Q (52906.410000 sec): 3 clusters
  Score: Raw -1622585.664394 + Penalty 3094.342922 = -1619491.321473
  nChanged 15
		SP:Iteration 24Q (52906.630000 sec): 3 clusters
  Score: Raw -1622596.400441 + Penalty 3094.342922 = -1619502.057519
  nChanged 15
		SP:Iteration 25Q (52906.840000 sec): 3 clusters
  Score: Raw -1622606.172166 + Penalty 3094.342922 = -1619511.829244
  nChanged 6
		SP:Iteration 26Q (52907.020000 sec): 3 clusters
  Score: Raw -1622608.908506 + Penalty 3094.342922 = -1619514.565584
  nChanged 6
		SP:Iteration 27Q (52907.220000 sec): 3 clusters
  Score: Raw -1622614.348148 + Penalty 3094.342922 = -1619520.005227
  nChanged 8
		SP:Iteration 28Q (52907.460000 sec): 3 clusters
  Score: Raw -1622621.761393 + Penalty 3094.342922 = -1619527.418472
  nChanged 7
		SP:Iteration 29Q (52907.690000 sec): 3 clusters
  Score: Raw -1622626.378882 + Penalty 3094.342922 = -1619532.035961
  nChanged 8
		SP:Iteration 30Q (52907.880000 sec): 3 clusters
  Score: Raw -1622632.424426 + Penalty 3094.342922 = -1619538.081504
  nChanged 9
		SP:Iteration 31Q (52908.120000 sec): 3 clusters
  Score: Raw -1622637.759492 + Penalty 3094.342922 = -1619543.416570
  nChanged 4
		SP:Iteration 32Q (52908.310000 sec): 3 clusters
  Score: Raw -1622639.849485 + Penalty 3094.342922 = -1619545.506564
  nChanged 3
		SP:Iteration 33Q (52908.550000 sec): 3 clusters
  Score: Raw -1622641.502488 + Penalty 3094.342922 = -1619547.159566
  nChanged 3
		SP:Iteration 34Q (52908.810000 sec): 3 clusters
  Score: Raw -1622643.184543 + Penalty 3094.342922 = -1619548.841621
  nChanged 2
		SP:Iteration 35Q (52909.010000 sec): 3 clusters
  Score: Raw -1622644.421410 + Penalty 3094.342922 = -1619550.078488
  nChanged 0
		SP:Iteration 36F (52909.230000 sec): 3 clusters
  Score: Raw -1622644.421410 + Penalty 3094.342922 = -1619550.078488
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 8 (26212 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (52909.450000 sec): 2 clusters
  Score: Raw -3132768.632025 + Penalty 1653.270548 = -3131115.361478
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (52909.850000 sec): 3 clusters
  Score: Raw -3116657.747535 + Penalty 3306.541095 = -3113351.206440
  nChanged 12019
		SP:Iteration 1F (52910.220000 sec): 3 clusters
  Score: Raw -3123576.525527 + Penalty 3306.541095 = -3120269.984432
  nChanged 1579
		SP:Iteration 2F (52910.590000 sec): 3 clusters
  Score: Raw -3124478.735097 + Penalty 3306.541095 = -3121172.194002
  nChanged 1696
		SP:Iteration 3F (52910.870000 sec): 3 clusters
  Score: Raw -3126032.352189 + Penalty 3306.541095 = -3122725.811094
  nChanged 2064
		SP:Iteration 4F (52911.200000 sec): 3 clusters
  Score: Raw -3128605.662027 + Penalty 3306.541095 = -3125299.120932
  nChanged 2462
		SP:Iteration 5F (52911.450000 sec): 3 clusters
  Score: Raw -3131857.819769 + Penalty 3306.541095 = -3128551.278674
  nChanged 2481
		SP:Iteration 6F (52911.750000 sec): 3 clusters
  Score: Raw -3134292.331135 + Penalty 3306.541095 = -3130985.790040
  nChanged 1797
		SP:Iteration 7F (52911.990000 sec): 3 clusters
  Score: Raw -3135632.823313 + Penalty 3306.541095 = -3132326.282218
  nChanged 1144
		SP:Iteration 8Q (52912.300000 sec): 3 clusters
  Score: Raw -3136295.341564 + Penalty 3306.541095 = -3132988.800469
  nChanged 669
		SP:Iteration 9Q (52912.640000 sec): 3 clusters
  Score: Raw -3136628.383923 + Penalty 3306.541095 = -3133321.842828
  nChanged 456
		SP:Iteration 10Q (52913.030000 sec): 3 clusters
  Score: Raw -3136871.314431 + Penalty 3306.541095 = -3133564.773336
  nChanged 372
		SP:Iteration 11Q (52913.290000 sec): 3 clusters
  Score: Raw -3137055.082284 + Penalty 3306.541095 = -3133748.541189
  nChanged 316
		SP:Iteration 12Q (52913.590000 sec): 3 clusters
  Score: Raw -3137192.457242 + Penalty 3306.541095 = -3133885.916147
  nChanged 281
		SP:Iteration 13Q (52913.950000 sec): 3 clusters
  Score: Raw -3137296.057297 + Penalty 3306.541095 = -3133989.516202
  nChanged 268
		SP:Iteration 14Q (52914.250000 sec): 3 clusters
  Score: Raw -3137378.154456 + Penalty 3306.541095 = -3134071.613360
  nChanged 243
		SP:Iteration 15Q (52914.560000 sec): 3 clusters
  Score: Raw -3137441.859435 + Penalty 3306.541095 = -3134135.318340
  nChanged 202
		SP:Iteration 16Q (52914.930000 sec): 3 clusters
  Score: Raw -3137493.908806 + Penalty 3306.541095 = -3134187.367711
  nChanged 186
		SP:Iteration 17Q (52915.240000 sec): 3 clusters
  Score: Raw -3137539.211828 + Penalty 3306.541095 = -3134232.670733
  nChanged 173
		SP:Iteration 18Q (52915.580000 sec): 3 clusters
  Score: Raw -3137577.699560 + Penalty 3306.541095 = -3134271.158465
  nChanged 140
		SP:Iteration 19Q (52915.920000 sec): 3 clusters
  Score: Raw -3137609.488260 + Penalty 3306.541095 = -3134302.947164
  nChanged 134
		SP:Iteration 20F (52916.180000 sec): 3 clusters
  Score: Raw -3137638.203364 + Penalty 3306.541095 = -3134331.662269
  nChanged 109
		SP:Iteration 21Q (52916.520000 sec): 3 clusters
  Score: Raw -3137662.176646 + Penalty 3306.541095 = -3134355.635551
  nChanged 110
		SP:Iteration 22Q (52916.840000 sec): 3 clusters
  Score: Raw -3137688.233867 + Penalty 3306.541095 = -3134381.692772
  nChanged 107
		SP:Iteration 23Q (52917.160000 sec): 3 clusters
  Score: Raw -3137716.697120 + Penalty 3306.541095 = -3134410.156025
  nChanged 107
		SP:Iteration 24Q (52917.470000 sec): 3 clusters
  Score: Raw -3137752.469026 + Penalty 3306.541095 = -3134445.927931
  nChanged 131
		SP:Iteration 25Q (52917.800000 sec): 3 clusters
  Score: Raw -3137797.580717 + Penalty 3306.541095 = -3134491.039622
  nChanged 127
		SP:Iteration 26Q (52918.100000 sec): 3 clusters
  Score: Raw -3137855.433454 + Penalty 3306.541095 = -3134548.892359
  nChanged 153
		SP:Iteration 27Q (52918.490000 sec): 3 clusters
  Score: Raw -3137966.536283 + Penalty 3306.541095 = -3134659.995188
  nChanged 201
		SP:Iteration 28Q (52918.750000 sec): 3 clusters
  Score: Raw -3138161.384547 + Penalty 3306.541095 = -3134854.843452
  nChanged 239
		SP:Iteration 29Q (52919.100000 sec): 3 clusters
  Score: Raw -3138520.698233 + Penalty 3306.541095 = -3135214.157138
  nChanged 303
		SP:Iteration 30Q (52919.450000 sec): 3 clusters
  Score: Raw -3139182.610649 + Penalty 3306.541095 = -3135876.069554
  nChanged 304
		SP:Iteration 31Q (52919.740000 sec): 3 clusters
  Score: Raw -3139644.068138 + Penalty 3306.541095 = -3136337.527043
  nChanged 211
		SP:Iteration 32Q (52920.110000 sec): 3 clusters
  Score: Raw -3139794.387331 + Penalty 3306.541095 = -3136487.846236
  nChanged 87
		SP:Iteration 33Q (52920.430000 sec): 3 clusters
  Score: Raw -3139811.468760 + Penalty 3306.541095 = -3136504.927665
  nChanged 33
		SP:Iteration 34Q (52920.760000 sec): 3 clusters
  Score: Raw -3139815.174986 + Penalty 3306.541095 = -3136508.633891
  nChanged 15
		SP:Iteration 35Q (52921.080000 sec): 3 clusters
  Score: Raw -3139816.847934 + Penalty 3306.541095 = -3136510.306839
  nChanged 8
		SP:Iteration 36Q (52921.380000 sec): 3 clusters
  Score: Raw -3139817.595871 + Penalty 3306.541095 = -3136511.054776
  nChanged 6
		SP:Iteration 37Q (52921.710000 sec): 3 clusters
  Score: Raw -3139817.956194 + Penalty 3306.541095 = -3136511.415098
  nChanged 2
		SP:Iteration 38Q (52921.960000 sec): 3 clusters
  Score: Raw -3139818.076247 + Penalty 3306.541095 = -3136511.535152
  nChanged 1
		SP:Iteration 39Q (52922.260000 sec): 3 clusters
  Score: Raw -3139818.123119 + Penalty 3306.541095 = -3136511.582024
  nChanged 0
		SP:Iteration 40F (52922.620000 sec): 3 clusters
  Score: Raw -3139818.123119 + Penalty 3306.541095 = -3136511.582024
  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 6.34 GB.

 Trying to split cluster 9 (653 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (52922.690000 sec): 2 clusters
  Score: Raw -70544.573221 + Penalty 1053.256284 = -69491.316938
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (52922.830000 sec): 3 clusters
  Score: Raw -70488.549593 + Penalty 2106.512567 = -68382.037026
  nChanged 189
		SP:Iteration 1F (52923.040000 sec): 3 clusters
  Score: Raw -70879.225445 + Penalty 2106.512567 = -68772.712878
  nChanged 58
		SP:Iteration 2F (52923.180000 sec): 3 clusters
  Score: Raw -71034.607933 + Penalty 2106.512567 = -68928.095366
  nChanged 25
		SP:Iteration 3Q (52923.350000 sec): 3 clusters
  Score: Raw -71114.730528 + Penalty 2106.512567 = -69008.217961
  nChanged 19
		SP:Iteration 4Q (52923.490000 sec): 3 clusters
  Score: Raw -71191.520954 + Penalty 2106.512567 = -69085.008387
  nChanged 22
		SP:Iteration 5Q (52923.640000 sec): 3 clusters
  Score: Raw -71240.273620 + Penalty 2106.512567 = -69133.761053
  nChanged 16
		SP:Iteration 6Q (52923.780000 sec): 3 clusters
  Score: Raw -71289.368706 + Penalty 2106.512567 = -69182.856139
  nChanged 18
		SP:Iteration 7Q (52923.870000 sec): 3 clusters
  Score: Raw -71342.285161 + Penalty 2106.512567 = -69235.772594
  nChanged 15
		SP:Iteration 8Q (52924.010000 sec): 3 clusters
  Score: Raw -71383.344130 + Penalty 2106.512567 = -69276.831563
  nChanged 13
		SP:Iteration 9Q (52924.150000 sec): 3 clusters
  Score: Raw -71416.232082 + Penalty 2106.512567 = -69309.719515
  nChanged 10
		SP:Iteration 10Q (52924.290000 sec): 3 clusters
  Score: Raw -71453.251336 + Penalty 2106.512567 = -69346.738769
  nChanged 11
		SP:Iteration 11Q (52924.390000 sec): 3 clusters
  Score: Raw -71474.460059 + Penalty 2106.512567 = -69367.947492
  nChanged 5
		SP:Iteration 12Q (52924.520000 sec): 3 clusters
  Score: Raw -71477.511560 + Penalty 2106.512567 = -69370.998993
  nChanged 1
		SP:Iteration 13Q (52924.660000 sec): 3 clusters
  Score: Raw -71477.849047 + Penalty 2106.512567 = -69371.336480
  nChanged 0
		SP:Iteration 14F (52924.800000 sec): 3 clusters
  Score: Raw -71480.949477 + Penalty 2106.512567 = -69374.436910
  nChanged 2
		SP:Iteration 15Q (52924.930000 sec): 3 clusters
  Score: Raw -71491.740573 + Penalty 2106.512567 = -69385.228006
  nChanged 2
		SP:Iteration 16Q (52925.070000 sec): 3 clusters
  Score: Raw -71497.355386 + Penalty 2106.512567 = -69390.842819
  nChanged 3
		SP:Iteration 17Q (52925.200000 sec): 3 clusters
  Score: Raw -71500.599398 + Penalty 2106.512567 = -69394.086831
  nChanged 2
		SP:Iteration 18Q (52925.300000 sec): 3 clusters
  Score: Raw -71504.445424 + Penalty 2106.512567 = -69397.932857
  nChanged 3
		SP:Iteration 19Q (52925.480000 sec): 3 clusters
  Score: Raw -71523.386839 + Penalty 2106.512567 = -69416.874272
  nChanged 4
		SP:Iteration 20F (52925.670000 sec): 3 clusters
  Score: Raw -71526.953449 + Penalty 2106.512567 = -69420.440882
  nChanged 5
		SP:Iteration 21Q (52925.850000 sec): 3 clusters
  Score: Raw -71531.104454 + Penalty 2106.512567 = -69424.591887
  nChanged 3
		SP:Iteration 22Q (52926.030000 sec): 3 clusters
  Score: Raw -71535.214688 + Penalty 2106.512567 = -69428.702121
  nChanged 2
		SP:Iteration 23Q (52926.210000 sec): 3 clusters
  Score: Raw -71536.620522 + Penalty 2106.512567 = -69430.107955
  nChanged 0
		SP:Iteration 24F (52926.370000 sec): 3 clusters
  Score: Raw -71536.620522 + Penalty 2106.512567 = -69430.107955
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 10 (10130 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (52926.500000 sec): 2 clusters
  Score: Raw -1140169.596027 + Penalty 1498.779197 = -1138670.816830
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (52926.720000 sec): 3 clusters
  Score: Raw -1134494.665851 + Penalty 2997.558394 = -1131497.107456
  nChanged 4337
		SP:Iteration 1F (52926.970000 sec): 3 clusters
  Score: Raw -1137215.803143 + Penalty 2997.558394 = -1134218.244749
  nChanged 862
		SP:Iteration 2F (52927.140000 sec): 3 clusters
  Score: Raw -1137883.184967 + Penalty 2997.558394 = -1134885.626573
  nChanged 832
		SP:Iteration 3F (52927.350000 sec): 3 clusters
  Score: Raw -1138565.940245 + Penalty 2997.558394 = -1135568.381851
  nChanged 754
		SP:Iteration 4F (52927.590000 sec): 3 clusters
  Score: Raw -1139221.487255 + Penalty 2997.558394 = -1136223.928861
  nChanged 670
		SP:Iteration 5F (52927.750000 sec): 3 clusters
  Score: Raw -1139902.922395 + Penalty 2997.558394 = -1136905.364001
  nChanged 549
		SP:Iteration 6F (52927.920000 sec): 3 clusters
  Score: Raw -1140445.265366 + Penalty 2997.558394 = -1137447.706972
  nChanged 413
		SP:Iteration 7Q (52928.090000 sec): 3 clusters
  Score: Raw -1140765.000227 + Penalty 2997.558394 = -1137767.441832
  nChanged 275
		SP:Iteration 8Q (52928.270000 sec): 3 clusters
  Score: Raw -1140926.860243 + Penalty 2997.558394 = -1137929.301849
  nChanged 169
		SP:Iteration 9Q (52928.460000 sec): 3 clusters
  Score: Raw -1141004.045448 + Penalty 2997.558394 = -1138006.487054
  nChanged 104
		SP:Iteration 10Q (52928.620000 sec): 3 clusters
  Score: Raw -1141050.323347 + Penalty 2997.558394 = -1138052.764953
  nChanged 82
		SP:Iteration 11Q (52928.860000 sec): 3 clusters
  Score: Raw -1141078.095976 + Penalty 2997.558394 = -1138080.537582
  nChanged 68
		SP:Iteration 12Q (52929.090000 sec): 3 clusters
  Score: Raw -1141108.429672 + Penalty 2997.558394 = -1138110.871278
  nChanged 63
		SP:Iteration 13Q (52929.250000 sec): 3 clusters
  Score: Raw -1141137.606491 + Penalty 2997.558394 = -1138140.048097
  nChanged 57
		SP:Iteration 14Q (52929.460000 sec): 3 clusters
  Score: Raw -1141164.923974 + Penalty 2997.558394 = -1138167.365579
  nChanged 52
		SP:Iteration 15Q (52929.640000 sec): 3 clusters
  Score: Raw -1141188.544034 + Penalty 2997.558394 = -1138190.985640
  nChanged 38
		SP:Iteration 16Q (52929.840000 sec): 3 clusters
  Score: Raw -1141202.019039 + Penalty 2997.558394 = -1138204.460645
  nChanged 28
		SP:Iteration 17Q (52929.950000 sec): 3 clusters
  Score: Raw -1141213.346581 + Penalty 2997.558394 = -1138215.788187
  nChanged 23
		SP:Iteration 18Q (52930.110000 sec): 3 clusters
  Score: Raw -1141222.213672 + Penalty 2997.558394 = -1138224.655278
  nChanged 31
		SP:Iteration 19Q (52930.320000 sec): 3 clusters
  Score: Raw -1141232.485649 + Penalty 2997.558394 = -1138234.927255
  nChanged 27
		SP:Iteration 20F (52930.500000 sec): 3 clusters
  Score: Raw -1141241.691899 + Penalty 2997.558394 = -1138244.133505
  nChanged 25
		SP:Iteration 21Q (52930.710000 sec): 3 clusters
  Score: Raw -1141250.933537 + Penalty 2997.558394 = -1138253.375143
  nChanged 27
		SP:Iteration 22Q (52930.910000 sec): 3 clusters
  Score: Raw -1141258.507407 + Penalty 2997.558394 = -1138260.949013
  nChanged 26
		SP:Iteration 23Q (52931.110000 sec): 3 clusters
  Score: Raw -1141270.174507 + Penalty 2997.558394 = -1138272.616113
  nChanged 25
		SP:Iteration 24Q (52931.290000 sec): 3 clusters
  Score: Raw -1141280.373840 + Penalty 2997.558394 = -1138282.815446
  nChanged 28
		SP:Iteration 25Q (52931.420000 sec): 3 clusters
  Score: Raw -1141290.552746 + Penalty 2997.558394 = -1138292.994352
  nChanged 23
		SP:Iteration 26Q (52931.600000 sec): 3 clusters
  Score: Raw -1141296.905530 + Penalty 2997.558394 = -1138299.347136
  nChanged 18
		SP:Iteration 27Q (52931.790000 sec): 3 clusters
  Score: Raw -1141302.473083 + Penalty 2997.558394 = -1138304.914689
  nChanged 23
		SP:Iteration 28Q (52931.980000 sec): 3 clusters
  Score: Raw -1141309.792583 + Penalty 2997.558394 = -1138312.234189
  nChanged 22
		SP:Iteration 29Q (52932.210000 sec): 3 clusters
  Score: Raw -1141314.556832 + Penalty 2997.558394 = -1138316.998438
  nChanged 22
		SP:Iteration 30Q (52932.380000 sec): 3 clusters
  Score: Raw -1141319.822470 + Penalty 2997.558394 = -1138322.264076
  nChanged 16
		SP:Iteration 31Q (52932.550000 sec): 3 clusters
  Score: Raw -1141324.520943 + Penalty 2997.558394 = -1138326.962549
  nChanged 14
		SP:Iteration 32Q (52932.750000 sec): 3 clusters
  Score: Raw -1141329.008176 + Penalty 2997.558394 = -1138331.449782
  nChanged 10
		SP:Iteration 33Q (52932.970000 sec): 3 clusters
  Score: Raw -1141333.745816 + Penalty 2997.558394 = -1138336.187422
  nChanged 12
		SP:Iteration 34Q (52933.150000 sec): 3 clusters
  Score: Raw -1141339.111877 + Penalty 2997.558394 = -1138341.553483
  nChanged 11
		SP:Iteration 35Q (52933.350000 sec): 3 clusters
  Score: Raw -1141342.736316 + Penalty 2997.558394 = -1138345.177921
  nChanged 7
		SP:Iteration 36Q (52933.550000 sec): 3 clusters
  Score: Raw -1141344.557450 + Penalty 2997.558394 = -1138346.999056
  nChanged 6
		SP:Iteration 37Q (52933.750000 sec): 3 clusters
  Score: Raw -1141346.237876 + Penalty 2997.558394 = -1138348.679482
  nChanged 3
		SP:Iteration 38Q (52933.970000 sec): 3 clusters
  Score: Raw -1141347.423685 + Penalty 2997.558394 = -1138349.865290
  nChanged 5
		SP:Iteration 39Q (52934.160000 sec): 3 clusters
  Score: Raw -1141349.029735 + Penalty 2997.558394 = -1138351.471341
  nChanged 2
		SP:Iteration 40F (52934.330000 sec): 3 clusters
  Score: Raw -1141349.466472 + Penalty 2997.558394 = -1138351.908078
  nChanged 1
		SP:Iteration 41Q (52934.560000 sec): 3 clusters
  Score: Raw -1141349.597229 + Penalty 2997.558394 = -1138352.038835
  nChanged 0
		SP:Iteration 42F (52934.710000 sec): 3 clusters
  Score: Raw -1141349.597229 + Penalty 2997.558394 = -1138352.038835
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 11 (3364 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (52934.800000 sec): 2 clusters
  Score: Raw -393216.707542 + Penalty 1319.643978 = -391897.063564
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (52934.950000 sec): 3 clusters
  Score: Raw -391601.931638 + Penalty 2639.287957 = -388962.643681
  nChanged 1301
		SP:Iteration 1F (52935.090000 sec): 3 clusters
  Score: Raw -392506.907239 + Penalty 2639.287957 = -389867.619283
  nChanged 316
		SP:Iteration 2F (52935.190000 sec): 3 clusters
  Score: Raw -392828.143828 + Penalty 2639.287957 = -390188.855871
  nChanged 272
		SP:Iteration 3F (52935.340000 sec): 3 clusters
  Score: Raw -393121.250519 + Penalty 2639.287957 = -390481.962562
  nChanged 227
		SP:Iteration 4F (52935.450000 sec): 3 clusters
  Score: Raw -393369.482430 + Penalty 2639.287957 = -390730.194473
  nChanged 200
		SP:Iteration 5F (52935.570000 sec): 3 clusters
  Score: Raw -393615.349993 + Penalty 2639.287957 = -390976.062036
  nChanged 188
		SP:Iteration 6F (52935.720000 sec): 3 clusters
  Score: Raw -393836.457232 + Penalty 2639.287957 = -391197.169275
  nChanged 153
		SP:Iteration 7Q (52935.870000 sec): 3 clusters
  Score: Raw -394017.408422 + Penalty 2639.287957 = -391378.120465
  nChanged 131
		SP:Iteration 8Q (52936.020000 sec): 3 clusters
  Score: Raw -394164.350019 + Penalty 2639.287957 = -391525.062062
  nChanged 119
		SP:Iteration 9Q (52936.150000 sec): 3 clusters
  Score: Raw -394307.914097 + Penalty 2639.287957 = -391668.626140
  nChanged 92
		SP:Iteration 10Q (52936.280000 sec): 3 clusters
  Score: Raw -394416.830936 + Penalty 2639.287957 = -391777.542979
  nChanged 85
		SP:Iteration 11Q (52936.410000 sec): 3 clusters
  Score: Raw -394490.422995 + Penalty 2639.287957 = -391851.135038
  nChanged 71
		SP:Iteration 12Q (52936.580000 sec): 3 clusters
  Score: Raw -394537.287836 + Penalty 2639.287957 = -391897.999879
  nChanged 41
		SP:Iteration 13Q (52936.670000 sec): 3 clusters
  Score: Raw -394558.780033 + Penalty 2639.287957 = -391919.492076
  nChanged 38
		SP:Iteration 14Q (52936.840000 sec): 3 clusters
  Score: Raw -394574.433619 + Penalty 2639.287957 = -391935.145663
  nChanged 28
		SP:Iteration 15Q (52937.010000 sec): 3 clusters
  Score: Raw -394585.664276 + Penalty 2639.287957 = -391946.376319
  nChanged 21
		SP:Iteration 16Q (52937.170000 sec): 3 clusters
  Score: Raw -394595.755921 + Penalty 2639.287957 = -391956.467964
  nChanged 20
		SP:Iteration 17Q (52937.300000 sec): 3 clusters
  Score: Raw -394603.963941 + Penalty 2639.287957 = -391964.675984
  nChanged 20
		SP:Iteration 18Q (52937.490000 sec): 3 clusters
  Score: Raw -394613.676639 + Penalty 2639.287957 = -391974.388682
  nChanged 15
		SP:Iteration 19Q (52937.640000 sec): 3 clusters
  Score: Raw -394621.328715 + Penalty 2639.287957 = -391982.040759
  nChanged 16
		SP:Iteration 20F (52937.830000 sec): 3 clusters
  Score: Raw -394628.756788 + Penalty 2639.287957 = -391989.468831
  nChanged 20
		SP:Iteration 21Q (52938.010000 sec): 3 clusters
  Score: Raw -394638.430788 + Penalty 2639.287957 = -391999.142831
  nChanged 18
		SP:Iteration 22Q (52938.150000 sec): 3 clusters
  Score: Raw -394650.402171 + Penalty 2639.287957 = -392011.114214
  nChanged 14
		SP:Iteration 23Q (52938.310000 sec): 3 clusters
  Score: Raw -394660.584146 + Penalty 2639.287957 = -392021.296189
  nChanged 18
		SP:Iteration 24Q (52938.480000 sec): 3 clusters
  Score: Raw -394669.838944 + Penalty 2639.287957 = -392030.550987
  nChanged 12
		SP:Iteration 25Q (52938.670000 sec): 3 clusters
  Score: Raw -394678.359723 + Penalty 2639.287957 = -392039.071767
  nChanged 18
		SP:Iteration 26Q (52938.810000 sec): 3 clusters
  Score: Raw -394688.383021 + Penalty 2639.287957 = -392049.095064
  nChanged 19
		SP:Iteration 27Q (52938.900000 sec): 3 clusters
  Score: Raw -394696.087840 + Penalty 2639.287957 = -392056.799883
  nChanged 12
		SP:Iteration 28Q (52939.040000 sec): 3 clusters
  Score: Raw -394699.634786 + Penalty 2639.287957 = -392060.346829
  nChanged 5
		SP:Iteration 29Q (52939.190000 sec): 3 clusters
  Score: Raw -394700.883390 + Penalty 2639.287957 = -392061.595433
  nChanged 0
		SP:Iteration 30F (52939.370000 sec): 3 clusters
  Score: Raw -394700.883390 + Penalty 2639.287957 = -392061.595433
  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 6.34 GB.

 Trying to split cluster 12 (509 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (52939.470000 sec): 2 clusters
  Score: Raw -61650.628536 + Penalty 1012.772803 = -60637.855734
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (52939.630000 sec): 3 clusters
  Score: Raw -61565.368900 + Penalty 2025.545605 = -59539.823294
  nChanged 116
		SP:Iteration 1F (52939.780000 sec): 3 clusters
  Score: Raw -61745.916457 + Penalty 2025.545605 = -59720.370851
  nChanged 27
		SP:Iteration 2F (52939.950000 sec): 3 clusters
  Score: Raw -61779.103149 + Penalty 2025.545605 = -59753.557544
  nChanged 11
		SP:Iteration 3Q (52940.100000 sec): 3 clusters
  Score: Raw -61793.780712 + Penalty 2025.545605 = -59768.235107
  nChanged 6
		SP:Iteration 4Q (52940.210000 sec): 3 clusters
  Score: Raw -61799.278800 + Penalty 2025.545605 = -59773.733194
  nChanged 1
		SP:Iteration 5Q (52940.330000 sec): 3 clusters
  Score: Raw -61802.679527 + Penalty 2025.545605 = -59777.133922
  nChanged 1
		SP:Iteration 6Q (52940.450000 sec): 3 clusters
  Score: Raw -61803.451543 + Penalty 2025.545605 = -59777.905937
  nChanged 1
		SP:Iteration 7Q (52940.550000 sec): 3 clusters
  Score: Raw -61807.452785 + Penalty 2025.545605 = -59781.907180
  nChanged 5
		SP:Iteration 8Q (52940.670000 sec): 3 clusters
  Score: Raw -61814.016707 + Penalty 2025.545605 = -59788.471102
  nChanged 2
		SP:Iteration 9Q (52940.810000 sec): 3 clusters
  Score: Raw -61817.927808 + Penalty 2025.545605 = -59792.382202
  nChanged 3
		SP:Iteration 10Q (52940.930000 sec): 3 clusters
  Score: Raw -61821.558709 + Penalty 2025.545605 = -59796.013104
  nChanged 1
		SP:Iteration 11Q (52941.060000 sec): 3 clusters
  Score: Raw -61822.832027 + Penalty 2025.545605 = -59797.286421
  nChanged 2
		SP:Iteration 12Q (52941.170000 sec): 3 clusters
  Score: Raw -61824.497410 + Penalty 2025.545605 = -59798.951805
  nChanged 1
		SP:Iteration 13Q (52941.320000 sec): 3 clusters
  Score: Raw -61827.635056 + Penalty 2025.545605 = -59802.089451
  nChanged 0
		SP:Iteration 14F (52941.420000 sec): 3 clusters
  Score: Raw -61827.635056 + Penalty 2025.545605 = -59802.089451
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 13 (565 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (52941.470000 sec): 2 clusters
  Score: Raw -69183.966646 + Penalty 1029.734181 = -68154.232465
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (52941.560000 sec): 3 clusters
  Score: Raw -69098.442009 + Penalty 2059.468363 = -67038.973647
  nChanged 136
		SP:Iteration 1F (52941.670000 sec): 3 clusters
  Score: Raw -69280.874648 + Penalty 2059.468363 = -67221.406285
  nChanged 29
		SP:Iteration 2F (52941.790000 sec): 3 clusters
  Score: Raw -69324.439267 + Penalty 2059.468363 = -67264.970904
  nChanged 13
		SP:Iteration 3Q (52941.970000 sec): 3 clusters
  Score: Raw -69354.863959 + Penalty 2059.468363 = -67295.395596
  nChanged 7
		SP:Iteration 4Q (52942.070000 sec): 3 clusters
  Score: Raw -69379.033175 + Penalty 2059.468363 = -67319.564812
  nChanged 9
		SP:Iteration 5Q (52942.230000 sec): 3 clusters
  Score: Raw -69401.642520 + Penalty 2059.468363 = -67342.174158
  nChanged 11
		SP:Iteration 6Q (52942.340000 sec): 3 clusters
  Score: Raw -69418.759004 + Penalty 2059.468363 = -67359.290642
  nChanged 6
		SP:Iteration 7Q (52942.460000 sec): 3 clusters
  Score: Raw -69425.231329 + Penalty 2059.468363 = -67365.762967
  nChanged 3
		SP:Iteration 8Q (52942.590000 sec): 3 clusters
  Score: Raw -69429.515898 + Penalty 2059.468363 = -67370.047535
  nChanged 1
		SP:Iteration 9Q (52942.770000 sec): 3 clusters
  Score: Raw -69430.739424 + Penalty 2059.468363 = -67371.271062
  nChanged 0
		SP:Iteration 10F (52942.920000 sec): 3 clusters
  Score: Raw -69430.739424 + Penalty 2059.468363 = -67371.271062
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 14 (577 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (52943.010000 sec): 2 clusters
  Score: Raw -61104.789501 + Penalty 1033.149368 = -60071.640133
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (52943.130000 sec): 3 clusters
  Score: Raw -61082.418887 + Penalty 2066.298737 = -59016.120151
  nChanged 160
		SP:Iteration 1F (52943.260000 sec): 3 clusters
  Score: Raw -61557.495831 + Penalty 2066.298737 = -59491.197094
  nChanged 66
		SP:Iteration 2F (52943.390000 sec): 3 clusters
  Score: Raw -61805.295086 + Penalty 2066.298737 = -59738.996349
  nChanged 40
		SP:Iteration 3F (52943.520000 sec): 3 clusters
  Score: Raw -61933.697313 + Penalty 2066.298737 = -59867.398577
  nChanged 18
		SP:Iteration 4Q (52943.650000 sec): 3 clusters
  Score: Raw -61985.788759 + Penalty 2066.298737 = -59919.490023
  nChanged 6
		SP:Iteration 5Q (52943.840000 sec): 3 clusters
  Score: Raw -62000.412517 + Penalty 2066.298737 = -59934.113780
  nChanged 8
		SP:Iteration 6Q (52944.000000 sec): 3 clusters
  Score: Raw -62017.881937 + Penalty 2066.298737 = -59951.583201
  nChanged 6
		SP:Iteration 7Q (52944.140000 sec): 3 clusters
  Score: Raw -62029.932586 + Penalty 2066.298737 = -59963.633850
  nChanged 2
		SP:Iteration 8Q (52944.270000 sec): 3 clusters
  Score: Raw -62031.590095 + Penalty 2066.298737 = -59965.291358
  nChanged 0
		SP:Iteration 9F (52944.330000 sec): 3 clusters
  Score: Raw -62031.590095 + Penalty 2066.298737 = -59965.291358
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 15 (9565 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (52944.460000 sec): 2 clusters
  Score: Raw -1136864.067924 + Penalty 1489.453206 = -1135374.614718
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (52944.610000 sec): 3 clusters
  Score: Raw -1131482.193887 + Penalty 2978.906412 = -1128503.287476
  nChanged 4088
		SP:Iteration 1F (52944.870000 sec): 3 clusters
  Score: Raw -1133775.482475 + Penalty 2978.906412 = -1130796.576064
  nChanged 776
		SP:Iteration 2F (52945.080000 sec): 3 clusters
  Score: Raw -1134379.339006 + Penalty 2978.906412 = -1131400.432594
  nChanged 838
		SP:Iteration 3F (52945.250000 sec): 3 clusters
  Score: Raw -1135357.331994 + Penalty 2978.906412 = -1132378.425583
  nChanged 949
		SP:Iteration 4F (52945.470000 sec): 3 clusters
  Score: Raw -1136643.903697 + Penalty 2978.906412 = -1133664.997286
  nChanged 820
		SP:Iteration 5F (52945.650000 sec): 3 clusters
  Score: Raw -1137520.987389 + Penalty 2978.906412 = -1134542.080977
  nChanged 570
		SP:Iteration 6F (52945.860000 sec): 3 clusters
  Score: Raw -1137931.661701 + Penalty 2978.906412 = -1134952.755289
  nChanged 380
		SP:Iteration 7Q (52946.050000 sec): 3 clusters
  Score: Raw -1138144.442226 + Penalty 2978.906412 = -1135165.535814
  nChanged 270
		SP:Iteration 8Q (52946.240000 sec): 3 clusters
  Score: Raw -1138294.911737 + Penalty 2978.906412 = -1135316.005325
  nChanged 229
		SP:Iteration 9Q (52946.460000 sec): 3 clusters
  Score: Raw -1138427.014982 + Penalty 2978.906412 = -1135448.108570
  nChanged 224
		SP:Iteration 10Q (52946.640000 sec): 3 clusters
  Score: Raw -1138563.334584 + Penalty 2978.906412 = -1135584.428172
  nChanged 212
		SP:Iteration 11Q (52946.840000 sec): 3 clusters
  Score: Raw -1138710.754847 + Penalty 2978.906412 = -1135731.848435
  nChanged 193
		SP:Iteration 12Q (52946.970000 sec): 3 clusters
  Score: Raw -1138818.724805 + Penalty 2978.906412 = -1135839.818394
  nChanged 175
		SP:Iteration 13Q (52947.160000 sec): 3 clusters
  Score: Raw -1138916.533497 + Penalty 2978.906412 = -1135937.627085
  nChanged 170
		SP:Iteration 14Q (52947.390000 sec): 3 clusters
  Score: Raw -1139003.144398 + Penalty 2978.906412 = -1136024.237986
  nChanged 142
		SP:Iteration 15Q (52947.550000 sec): 3 clusters
  Score: Raw -1139063.431411 + Penalty 2978.906412 = -1136084.525000
  nChanged 99
		SP:Iteration 16Q (52947.770000 sec): 3 clusters
  Score: Raw -1139108.686908 + Penalty 2978.906412 = -1136129.780497
  nChanged 80
		SP:Iteration 17Q (52948.010000 sec): 3 clusters
  Score: Raw -1139140.514007 + Penalty 2978.906412 = -1136161.607595
  nChanged 64
		SP:Iteration 18Q (52948.200000 sec): 3 clusters
  Score: Raw -1139164.186875 + Penalty 2978.906412 = -1136185.280463
  nChanged 48
		SP:Iteration 19Q (52948.390000 sec): 3 clusters
  Score: Raw -1139178.893933 + Penalty 2978.906412 = -1136199.987521
  nChanged 45
		SP:Iteration 20F (52948.560000 sec): 3 clusters
  Score: Raw -1139189.421746 + Penalty 2978.906412 = -1136210.515334
  nChanged 34
		SP:Iteration 21Q (52948.810000 sec): 3 clusters
  Score: Raw -1139196.963275 + Penalty 2978.906412 = -1136218.056863
  nChanged 19
		SP:Iteration 22Q (52948.980000 sec): 3 clusters
  Score: Raw -1139200.595949 + Penalty 2978.906412 = -1136221.689537
  nChanged 13
		SP:Iteration 23Q (52949.230000 sec): 3 clusters
  Score: Raw -1139202.207177 + Penalty 2978.906412 = -1136223.300766
  nChanged 8
		SP:Iteration 24Q (52949.390000 sec): 3 clusters
  Score: Raw -1139203.115789 + Penalty 2978.906412 = -1136224.209377
  nChanged 4
		SP:Iteration 25Q (52949.580000 sec): 3 clusters
  Score: Raw -1139203.784345 + Penalty 2978.906412 = -1136224.877934
  nChanged 3
		SP:Iteration 26Q (52949.800000 sec): 3 clusters
  Score: Raw -1139204.206320 + Penalty 2978.906412 = -1136225.299908
  nChanged 4
		SP:Iteration 27Q (52949.990000 sec): 3 clusters
  Score: Raw -1139204.673737 + Penalty 2978.906412 = -1136225.767326
  nChanged 2
		SP:Iteration 28Q (52950.210000 sec): 3 clusters
  Score: Raw -1139204.824395 + Penalty 2978.906412 = -1136225.917984
  nChanged 1
		SP:Iteration 29Q (52950.410000 sec): 3 clusters
  Score: Raw -1139204.901979 + Penalty 2978.906412 = -1136225.995567
  nChanged 0
		SP:Iteration 30F (52950.530000 sec): 3 clusters
  Score: Raw -1139204.901979 + Penalty 2978.906412 = -1136225.995567
  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 6.34 GB.

 Trying to split cluster 16 (356735 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (52952.620000 sec): 2 clusters
  Score: Raw -43717856.830594 + Penalty 2077.521629 = -43715779.308964
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (52954.840000 sec): 3 clusters
  Score: Raw -43479064.076213 + Penalty 4155.043259 = -43474909.032954
  nChanged 174511
		SP:Iteration 1F (52957.060000 sec): 3 clusters
  Score: Raw -43583801.261361 + Penalty 4155.043259 = -43579646.218102
  nChanged 11951
		SP:Iteration 2Q (52959.520000 sec): 3 clusters
  Score: Raw -43587328.079962 + Penalty 4155.043259 = -43583173.036703
  nChanged 16677
		SP:Iteration 3Q (52961.950000 sec): 3 clusters
  Score: Raw -43594392.736635 + Penalty 4155.043259 = -43590237.693377
  nChanged 23899
		SP:Iteration 4F (52964.250000 sec): 3 clusters
  Score: Raw -43608964.447830 + Penalty 4155.043259 = -43604809.404572
  nChanged 31965
		SP:Iteration 5F (52966.460000 sec): 3 clusters
  Score: Raw -43634947.014615 + Penalty 4155.043259 = -43630791.971356
  nChanged 34633
		SP:Iteration 6F (52968.750000 sec): 3 clusters
  Score: Raw -43668299.873900 + Penalty 4155.043259 = -43664144.830641
  nChanged 27217
		SP:Iteration 7F (52970.950000 sec): 3 clusters
  Score: Raw -43696273.173676 + Penalty 4155.043259 = -43692118.130417
  nChanged 14891
		SP:Iteration 8Q (52973.240000 sec): 3 clusters
  Score: Raw -43711650.463501 + Penalty 4155.043259 = -43707495.420243
  nChanged 5287
		SP:Iteration 9Q (52975.370000 sec): 3 clusters
  Score: Raw -43716779.500542 + Penalty 4155.043259 = -43712624.457283
  nChanged 1243
		SP:Iteration 10Q (52977.450000 sec): 3 clusters
  Score: Raw -43717900.624695 + Penalty 4155.043259 = -43713745.581437
  nChanged 307
		SP:Iteration 11Q (52979.540000 sec): 3 clusters
  Score: Raw -43718215.018492 + Penalty 4155.043259 = -43714059.975234
  nChanged 112
		SP:Iteration 12Q (52981.250000 sec): 3 clusters
  Score: Raw -43718326.358602 + Penalty 4155.043259 = -43714171.315344
  nChanged 53
		SP:Iteration 13Q (52983.150000 sec): 3 clusters
  Score: Raw -43718363.059507 + Penalty 4155.043259 = -43714208.016248
  nChanged 35
		SP:Iteration 14Q (52985.170000 sec): 3 clusters
  Score: Raw -43718392.709296 + Penalty 4155.043259 = -43714237.666037
  nChanged 26
		SP:Iteration 15Q (52987.040000 sec): 3 clusters
  Score: Raw -43718410.309792 + Penalty 4155.043259 = -43714255.266533
  nChanged 15
		SP:Iteration 16Q (52989.040000 sec): 3 clusters
  Score: Raw -43718420.829005 + Penalty 4155.043259 = -43714265.785746
  nChanged 8
		SP:Iteration 17Q (52991.110000 sec): 3 clusters
  Score: Raw -43718424.829828 + Penalty 4155.043259 = -43714269.786569
  nChanged 9
		SP:Iteration 18Q (52993.260000 sec): 3 clusters
  Score: Raw -43718430.925400 + Penalty 4155.043259 = -43714275.882141
  nChanged 7
		SP:Iteration 19Q (52995.230000 sec): 3 clusters
  Score: Raw -43718434.801440 + Penalty 4155.043259 = -43714279.758182
  nChanged 6
		SP:Iteration 20F (52997.100000 sec): 3 clusters
  Score: Raw -43718437.647770 + Penalty 4155.043259 = -43714282.604511
  nChanged 6
		SP:Iteration 21Q (52998.960000 sec): 3 clusters
  Score: Raw -43718440.651732 + Penalty 4155.043259 = -43714285.608473
  nChanged 3
		SP:Iteration 22Q (53001.130000 sec): 3 clusters
  Score: Raw -43718444.319478 + Penalty 4155.043259 = -43714289.276220
  nChanged 6
		SP:Iteration 23Q (53003.170000 sec): 3 clusters
  Score: Raw -43718447.600968 + Penalty 4155.043259 = -43714292.557710
  nChanged 4
		SP:Iteration 24Q (53005.250000 sec): 3 clusters
  Score: Raw -43718449.387927 + Penalty 4155.043259 = -43714294.344668
  nChanged 9
		SP:Iteration 25Q (53007.150000 sec): 3 clusters
  Score: Raw -43718453.084166 + Penalty 4155.043259 = -43714298.040907
  nChanged 3
		SP:Iteration 26Q (53009.150000 sec): 3 clusters
  Score: Raw -43718454.851135 + Penalty 4155.043259 = -43714299.807877
  nChanged 4
		SP:Iteration 27Q (53010.970000 sec): 3 clusters
  Score: Raw -43718457.940015 + Penalty 4155.043259 = -43714302.896756
  nChanged 3
		SP:Iteration 28Q (53013.100000 sec): 3 clusters
  Score: Raw -43718458.803876 + Penalty 4155.043259 = -43714303.760617
  nChanged 2
		SP:Iteration 29Q (53015.140000 sec): 3 clusters
  Score: Raw -43718460.904659 + Penalty 4155.043259 = -43714305.861401
  nChanged 5
		SP:Iteration 30Q (53017.130000 sec): 3 clusters
  Score: Raw -43718463.347557 + Penalty 4155.043259 = -43714308.304299
  nChanged 3
		SP:Iteration 31Q (53018.920000 sec): 3 clusters
  Score: Raw -43718464.705706 + Penalty 4155.043259 = -43714309.662447
  nChanged 1
		SP:Iteration 32Q (53020.740000 sec): 3 clusters
  Score: Raw -43718465.126833 + Penalty 4155.043259 = -43714310.083574
  nChanged 0
		SP:Iteration 33F (53022.890000 sec): 3 clusters
  Score: Raw -43718465.126833 + Penalty 4155.043259 = -43714310.083574
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 17 (33816 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (53023.230000 sec): 2 clusters
  Score: Raw -4192005.914259 + Penalty 1694.662018 = -4190311.252241
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (53023.600000 sec): 3 clusters
  Score: Raw -4170939.834883 + Penalty 3389.324036 = -4167550.510847
  nChanged 15717
		SP:Iteration 1F (53023.960000 sec): 3 clusters
  Score: Raw -4180701.871101 + Penalty 3389.324036 = -4177312.547064
  nChanged 2400
		SP:Iteration 2F (53024.320000 sec): 3 clusters
  Score: Raw -4182230.281413 + Penalty 3389.324036 = -4178840.957377
  nChanged 2605
		SP:Iteration 3F (53024.670000 sec): 3 clusters
  Score: Raw -4184040.354705 + Penalty 3389.324036 = -4180651.030668
  nChanged 2492
		SP:Iteration 4F (53025.030000 sec): 3 clusters
  Score: Raw -4185726.664169 + Penalty 3389.324036 = -4182337.340132
  nChanged 2195
		SP:Iteration 5F (53025.410000 sec): 3 clusters
  Score: Raw -4187164.213169 + Penalty 3389.324036 = -4183774.889133
  nChanged 1882
		SP:Iteration 6F (53025.740000 sec): 3 clusters
  Score: Raw -4188350.315724 + Penalty 3389.324036 = -4184960.991688
  nChanged 1521
		SP:Iteration 7Q (53026.160000 sec): 3 clusters
  Score: Raw -4189250.788384 + Penalty 3389.324036 = -4185861.464348
  nChanged 1258
		SP:Iteration 8Q (53026.530000 sec): 3 clusters
  Score: Raw -4189986.345727 + Penalty 3389.324036 = -4186597.021690
  nChanged 1104
		SP:Iteration 9Q (53026.850000 sec): 3 clusters
  Score: Raw -4190612.550365 + Penalty 3389.324036 = -4187223.226329
  nChanged 993
		SP:Iteration 10Q (53027.230000 sec): 3 clusters
  Score: Raw -4191143.636449 + Penalty 3389.324036 = -4187754.312413
  nChanged 903
		SP:Iteration 11Q (53027.620000 sec): 3 clusters
  Score: Raw -4191565.403569 + Penalty 3389.324036 = -4188176.079532
  nChanged 806
		SP:Iteration 12Q (53027.970000 sec): 3 clusters
  Score: Raw -4191947.734653 + Penalty 3389.324036 = -4188558.410617
  nChanged 710
		SP:Iteration 13Q (53028.280000 sec): 3 clusters
  Score: Raw -4192262.266641 + Penalty 3389.324036 = -4188872.942604
  nChanged 554
		SP:Iteration 14Q (53028.640000 sec): 3 clusters
  Score: Raw -4192471.998308 + Penalty 3389.324036 = -4189082.674271
  nChanged 391
		SP:Iteration 15Q (53028.990000 sec): 3 clusters
  Score: Raw -4192598.423093 + Penalty 3389.324036 = -4189209.099057
  nChanged 276
		SP:Iteration 16Q (53029.360000 sec): 3 clusters
  Score: Raw -4192673.311747 + Penalty 3389.324036 = -4189283.987711
  nChanged 201
		SP:Iteration 17Q (53029.670000 sec): 3 clusters
  Score: Raw -4192726.558852 + Penalty 3389.324036 = -4189337.234816
  nChanged 171
		SP:Iteration 18Q (53030.030000 sec): 3 clusters
  Score: Raw -4192768.715956 + Penalty 3389.324036 = -4189379.391920
  nChanged 156
		SP:Iteration 19Q (53030.370000 sec): 3 clusters
  Score: Raw -4192802.969328 + Penalty 3389.324036 = -4189413.645292
  nChanged 111
		SP:Iteration 20F (53030.690000 sec): 3 clusters
  Score: Raw -4192827.341525 + Penalty 3389.324036 = -4189438.017489
  nChanged 76
		SP:Iteration 21Q (53030.990000 sec): 3 clusters
  Score: Raw -4192844.265955 + Penalty 3389.324036 = -4189454.941919
  nChanged 74
		SP:Iteration 22Q (53031.370000 sec): 3 clusters
  Score: Raw -4192859.268298 + Penalty 3389.324036 = -4189469.944262
  nChanged 50
		SP:Iteration 23Q (53031.740000 sec): 3 clusters
  Score: Raw -4192869.466956 + Penalty 3389.324036 = -4189480.142919
  nChanged 49
		SP:Iteration 24Q (53032.080000 sec): 3 clusters
  Score: Raw -4192878.618680 + Penalty 3389.324036 = -4189489.294644
  nChanged 44
		SP:Iteration 25Q (53032.390000 sec): 3 clusters
  Score: Raw -4192885.981853 + Penalty 3389.324036 = -4189496.657817
  nChanged 34
		SP:Iteration 26Q (53032.720000 sec): 3 clusters
  Score: Raw -4192891.956042 + Penalty 3389.324036 = -4189502.632006
  nChanged 30
		SP:Iteration 27Q (53033.060000 sec): 3 clusters
  Score: Raw -4192897.507411 + Penalty 3389.324036 = -4189508.183374
  nChanged 26
		SP:Iteration 28Q (53033.360000 sec): 3 clusters
  Score: Raw -4192903.214140 + Penalty 3389.324036 = -4189513.890103
  nChanged 20
		SP:Iteration 29Q (53033.760000 sec): 3 clusters
  Score: Raw -4192908.159458 + Penalty 3389.324036 = -4189518.835421
  nChanged 25
		SP:Iteration 30Q (53034.120000 sec): 3 clusters
  Score: Raw -4192913.193405 + Penalty 3389.324036 = -4189523.869368
  nChanged 16
		SP:Iteration 31Q (53034.430000 sec): 3 clusters
  Score: Raw -4192916.428299 + Penalty 3389.324036 = -4189527.104263
  nChanged 21
		SP:Iteration 32Q (53034.820000 sec): 3 clusters
  Score: Raw -4192919.441484 + Penalty 3389.324036 = -4189530.117448
  nChanged 16
		SP:Iteration 33Q (53035.160000 sec): 3 clusters
  Score: Raw -4192922.012752 + Penalty 3389.324036 = -4189532.688716
  nChanged 11
		SP:Iteration 34Q (53035.550000 sec): 3 clusters
  Score: Raw -4192923.539757 + Penalty 3389.324036 = -4189534.215721
  nChanged 4
		SP:Iteration 35Q (53035.880000 sec): 3 clusters
  Score: Raw -4192924.402952 + Penalty 3389.324036 = -4189535.078916
  nChanged 5
		SP:Iteration 36Q (53036.240000 sec): 3 clusters
  Score: Raw -4192925.137154 + Penalty 3389.324036 = -4189535.813118
  nChanged 2
		SP:Iteration 37Q (53036.540000 sec): 3 clusters
  Score: Raw -4192925.358904 + Penalty 3389.324036 = -4189536.034868
  nChanged 1
		SP:Iteration 38Q (53036.900000 sec): 3 clusters
  Score: Raw -4192925.471550 + Penalty 3389.324036 = -4189536.147514
  nChanged 0
		SP:Iteration 39F (53037.280000 sec): 3 clusters
  Score: Raw -4192925.471550 + Penalty 3389.324036 = -4189536.147514
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 18 (7092 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (53037.350000 sec): 2 clusters
  Score: Raw -848334.301878 + Penalty 1440.842433 = -846893.459445
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (53037.540000 sec): 3 clusters
  Score: Raw -844483.577035 + Penalty 2881.684867 = -841601.892168
  nChanged 2920
		SP:Iteration 1F (53037.730000 sec): 3 clusters
  Score: Raw -846135.299092 + Penalty 2881.684867 = -843253.614226
  nChanged 557
		SP:Iteration 2F (53037.910000 sec): 3 clusters
  Score: Raw -846482.414057 + Penalty 2881.684867 = -843600.729190
  nChanged 498
		SP:Iteration 3F (53038.120000 sec): 3 clusters
  Score: Raw -846929.258492 + Penalty 2881.684867 = -844047.573625
  nChanged 617
		SP:Iteration 4F (53038.310000 sec): 3 clusters
  Score: Raw -847596.973065 + Penalty 2881.684867 = -844715.288198
  nChanged 608
		SP:Iteration 5F (53038.490000 sec): 3 clusters
  Score: Raw -848222.564289 + Penalty 2881.684867 = -845340.879422
  nChanged 485
		SP:Iteration 6F (53038.730000 sec): 3 clusters
  Score: Raw -848635.088511 + Penalty 2881.684867 = -845753.403645
  nChanged 314
		SP:Iteration 7Q (53038.890000 sec): 3 clusters
  Score: Raw -848817.980118 + Penalty 2881.684867 = -845936.295251
  nChanged 182
		SP:Iteration 8Q (53039.100000 sec): 3 clusters
  Score: Raw -848905.617541 + Penalty 2881.684867 = -846023.932674
  nChanged 129
		SP:Iteration 9Q (53039.300000 sec): 3 clusters
  Score: Raw -848958.054435 + Penalty 2881.684867 = -846076.369568
  nChanged 81
		SP:Iteration 10Q (53039.460000 sec): 3 clusters
  Score: Raw -848985.451306 + Penalty 2881.684867 = -846103.766439
  nChanged 67
		SP:Iteration 11Q (53039.620000 sec): 3 clusters
  Score: Raw -849003.212776 + Penalty 2881.684867 = -846121.527909
  nChanged 40
		SP:Iteration 12Q (53039.800000 sec): 3 clusters
  Score: Raw -849013.181295 + Penalty 2881.684867 = -846131.496428
  nChanged 29
		SP:Iteration 13Q (53039.990000 sec): 3 clusters
  Score: Raw -849020.182763 + Penalty 2881.684867 = -846138.497897
  nChanged 28
		SP:Iteration 14Q (53040.140000 sec): 3 clusters
  Score: Raw -849026.302062 + Penalty 2881.684867 = -846144.617195
  nChanged 16
		SP:Iteration 15Q (53040.380000 sec): 3 clusters
  Score: Raw -849029.530227 + Penalty 2881.684867 = -846147.845360
  nChanged 8
		SP:Iteration 16Q (53040.540000 sec): 3 clusters
  Score: Raw -849030.642146 + Penalty 2881.684867 = -846148.957279
  nChanged 5
		SP:Iteration 17Q (53040.760000 sec): 3 clusters
  Score: Raw -849031.688960 + Penalty 2881.684867 = -846150.004093
  nChanged 4
		SP:Iteration 18Q (53040.950000 sec): 3 clusters
  Score: Raw -849032.163609 + Penalty 2881.684867 = -846150.478742
  nChanged 6
		SP:Iteration 19Q (53041.120000 sec): 3 clusters
  Score: Raw -849033.618397 + Penalty 2881.684867 = -846151.933530
  nChanged 8
		SP:Iteration 20F (53041.280000 sec): 3 clusters
  Score: Raw -849035.259029 + Penalty 2881.684867 = -846153.574162
  nChanged 5
		SP:Iteration 21Q (53041.460000 sec): 3 clusters
  Score: Raw -849036.405324 + Penalty 2881.684867 = -846154.720457
  nChanged 5
		SP:Iteration 22Q (53041.660000 sec): 3 clusters
  Score: Raw -849037.391276 + Penalty 2881.684867 = -846155.706409
  nChanged 6
		SP:Iteration 23Q (53041.850000 sec): 3 clusters
  Score: Raw -849038.676212 + Penalty 2881.684867 = -846156.991345
  nChanged 3
		SP:Iteration 24Q (53042.030000 sec): 3 clusters
  Score: Raw -849039.078104 + Penalty 2881.684867 = -846157.393237
  nChanged 2
		SP:Iteration 25Q (53042.240000 sec): 3 clusters
  Score: Raw -849039.460215 + Penalty 2881.684867 = -846157.775348
  nChanged 0
		SP:Iteration 26F (53042.440000 sec): 3 clusters
  Score: Raw -849039.460215 + Penalty 2881.684867 = -846157.775348
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 19 (1627 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (53042.500000 sec): 2 clusters
  Score: Raw -189977.896370 + Penalty 1201.605130 = -188776.291240
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (53042.640000 sec): 3 clusters
  Score: Raw -189303.465627 + Penalty 2403.210260 = -186900.255367
  nChanged 566
		SP:Iteration 1F (53042.800000 sec): 3 clusters
  Score: Raw -189709.041903 + Penalty 2403.210260 = -187305.831643
  nChanged 148
		SP:Iteration 2F (53042.940000 sec): 3 clusters
  Score: Raw -189850.765861 + Penalty 2403.210260 = -187447.555601
  nChanged 100
		SP:Iteration 3F (53043.120000 sec): 3 clusters
  Score: Raw -189956.978528 + Penalty 2403.210260 = -187553.768268
  nChanged 89
		SP:Iteration 4F (53043.240000 sec): 3 clusters
  Score: Raw -190077.393421 + Penalty 2403.210260 = -187674.183161
  nChanged 75
		SP:Iteration 5Q (53043.400000 sec): 3 clusters
  Score: Raw -190168.438479 + Penalty 2403.210260 = -187765.228220
  nChanged 65
		SP:Iteration 6Q (53043.570000 sec): 3 clusters
  Score: Raw -190245.189396 + Penalty 2403.210260 = -187841.979136
  nChanged 63
		SP:Iteration 7Q (53043.690000 sec): 3 clusters
  Score: Raw -190333.425516 + Penalty 2403.210260 = -187930.215256
  nChanged 77
		SP:Iteration 8Q (53043.840000 sec): 3 clusters
  Score: Raw -190441.090425 + Penalty 2403.210260 = -188037.880165
  nChanged 64
		SP:Iteration 9Q (53043.960000 sec): 3 clusters
  Score: Raw -190536.627251 + Penalty 2403.210260 = -188133.416992
  nChanged 59
		SP:Iteration 10Q (53044.130000 sec): 3 clusters
  Score: Raw -190642.230081 + Penalty 2403.210260 = -188239.019822
  nChanged 47
		SP:Iteration 11Q (53044.260000 sec): 3 clusters
  Score: Raw -190765.550914 + Penalty 2403.210260 = -188362.340654
  nChanged 47
		SP:Iteration 12Q (53044.410000 sec): 3 clusters
  Score: Raw -190874.792112 + Penalty 2403.210260 = -188471.581852
  nChanged 46
		SP:Iteration 13Q (53044.540000 sec): 3 clusters
  Score: Raw -190981.377670 + Penalty 2403.210260 = -188578.167411
  nChanged 24
		SP:Iteration 14Q (53044.680000 sec): 3 clusters
  Score: Raw -191054.582147 + Penalty 2403.210260 = -188651.371887
  nChanged 18
		SP:Iteration 15Q (53044.850000 sec): 3 clusters
  Score: Raw -191091.462409 + Penalty 2403.210260 = -188688.252149
  nChanged 11
		SP:Iteration 16Q (53044.970000 sec): 3 clusters
  Score: Raw -191106.712810 + Penalty 2403.210260 = -188703.502551
  nChanged 7
		SP:Iteration 17Q (53045.110000 sec): 3 clusters
  Score: Raw -191119.055500 + Penalty 2403.210260 = -188715.845240
  nChanged 7
		SP:Iteration 18Q (53045.270000 sec): 3 clusters
  Score: Raw -191126.715949 + Penalty 2403.210260 = -188723.505689
  nChanged 4
		SP:Iteration 19Q (53045.390000 sec): 3 clusters
  Score: Raw -191129.776867 + Penalty 2403.210260 = -188726.566607
  nChanged 4
		SP:Iteration 20F (53045.580000 sec): 3 clusters
  Score: Raw -191131.794557 + Penalty 2403.210260 = -188728.584297
  nChanged 2
		SP:Iteration 21Q (53045.730000 sec): 3 clusters
  Score: Raw -191132.652986 + Penalty 2403.210260 = -188729.442726
  nChanged 0
		SP:Iteration 22F (53045.890000 sec): 3 clusters
  Score: Raw -191132.652986 + Penalty 2403.210260 = -188729.442726
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 20 (32993 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (53046.190000 sec): 2 clusters
  Score: Raw -3888819.257049 + Penalty 1690.658238 = -3887128.598811
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (53046.510000 sec): 3 clusters
  Score: Raw -3868365.819218 + Penalty 3381.316476 = -3864984.502741
  nChanged 15252
		SP:Iteration 1F (53046.840000 sec): 3 clusters
  Score: Raw -3876782.137979 + Penalty 3381.316476 = -3873400.821502
  nChanged 1310
		SP:Iteration 2Q (53047.210000 sec): 3 clusters
  Score: Raw -3877126.433755 + Penalty 3381.316476 = -3873745.117279
  nChanged 1258
		SP:Iteration 3Q (53047.590000 sec): 3 clusters
  Score: Raw -3877479.907939 + Penalty 3381.316476 = -3874098.591463
  nChanged 1184
		SP:Iteration 4Q (53047.970000 sec): 3 clusters
  Score: Raw -3877804.209953 + Penalty 3381.316476 = -3874422.893477
  nChanged 1088
		SP:Iteration 5Q (53048.280000 sec): 3 clusters
  Score: Raw -3878119.161304 + Penalty 3381.316476 = -3874737.844827
  nChanged 1116
		SP:Iteration 6Q (53048.670000 sec): 3 clusters
  Score: Raw -3878498.386519 + Penalty 3381.316476 = -3875117.070043
  nChanged 1214
		SP:Iteration 7Q (53049.010000 sec): 3 clusters
  Score: Raw -3878996.319459 + Penalty 3381.316476 = -3875615.002983
  nChanged 1402
		SP:Iteration 8Q (53049.380000 sec): 3 clusters
  Score: Raw -3879705.732831 + Penalty 3381.316476 = -3876324.416355
  nChanged 1525
		SP:Iteration 9Q (53049.840000 sec): 3 clusters
  Score: Raw -3880631.075979 + Penalty 3381.316476 = -3877249.759503
  nChanged 1657
		SP:Iteration 10F (53050.190000 sec): 3 clusters
  Score: Raw -3881839.709995 + Penalty 3381.316476 = -3878458.393519
  nChanged 1703
		SP:Iteration 11F (53050.510000 sec): 3 clusters
  Score: Raw -3883217.139885 + Penalty 3381.316476 = -3879835.823408
  nChanged 1546
		SP:Iteration 12Q (53050.940000 sec): 3 clusters
  Score: Raw -3884480.364681 + Penalty 3381.316476 = -3881099.048205
  nChanged 1268
		SP:Iteration 13Q (53051.280000 sec): 3 clusters
  Score: Raw -3885421.358137 + Penalty 3381.316476 = -3882040.041660
  nChanged 964
		SP:Iteration 14Q (53051.620000 sec): 3 clusters
  Score: Raw -3886088.073652 + Penalty 3381.316476 = -3882706.757176
  nChanged 758
		SP:Iteration 15Q (53051.990000 sec): 3 clusters
  Score: Raw -3886555.599160 + Penalty 3381.316476 = -3883174.282683
  nChanged 629
		SP:Iteration 16Q (53052.370000 sec): 3 clusters
  Score: Raw -3886951.690301 + Penalty 3381.316476 = -3883570.373824
  nChanged 613
		SP:Iteration 17Q (53052.700000 sec): 3 clusters
  Score: Raw -3887359.939854 + Penalty 3381.316476 = -3883978.623378
  nChanged 582
		SP:Iteration 18Q (53052.990000 sec): 3 clusters
  Score: Raw -3887784.757581 + Penalty 3381.316476 = -3884403.441105
  nChanged 497
		SP:Iteration 19Q (53053.300000 sec): 3 clusters
  Score: Raw -3888148.992499 + Penalty 3381.316476 = -3884767.676022
  nChanged 388
		SP:Iteration 20F (53053.690000 sec): 3 clusters
  Score: Raw -3888416.164520 + Penalty 3381.316476 = -3885034.848043
  nChanged 295
		SP:Iteration 21Q (53053.950000 sec): 3 clusters
  Score: Raw -3888619.539144 + Penalty 3381.316476 = -3885238.222667
  nChanged 222
		SP:Iteration 22Q (53054.240000 sec): 3 clusters
  Score: Raw -3888756.070354 + Penalty 3381.316476 = -3885374.753877
  nChanged 166
		SP:Iteration 23Q (53054.580000 sec): 3 clusters
  Score: Raw -3888858.574834 + Penalty 3381.316476 = -3885477.258357
  nChanged 123
		SP:Iteration 24Q (53054.920000 sec): 3 clusters
  Score: Raw -3888933.354142 + Penalty 3381.316476 = -3885552.037665
  nChanged 95
		SP:Iteration 25Q (53055.240000 sec): 3 clusters
  Score: Raw -3888986.341095 + Penalty 3381.316476 = -3885605.024619
  nChanged 60
		SP:Iteration 26Q (53055.540000 sec): 3 clusters
  Score: Raw -3889016.891021 + Penalty 3381.316476 = -3885635.574545
  nChanged 35
		SP:Iteration 27Q (53055.840000 sec): 3 clusters
  Score: Raw -3889037.554608 + Penalty 3381.316476 = -3885656.238131
  nChanged 39
		SP:Iteration 28Q (53056.140000 sec): 3 clusters
  Score: Raw -3889057.901489 + Penalty 3381.316476 = -3885676.585013
  nChanged 21
		SP:Iteration 29Q (53056.480000 sec): 3 clusters
  Score: Raw -3889066.493598 + Penalty 3381.316476 = -3885685.177122
  nChanged 19
		SP:Iteration 30Q (53056.760000 sec): 3 clusters
  Score: Raw -3889075.784221 + Penalty 3381.316476 = -3885694.467745
  nChanged 6
		SP:Iteration 31Q (53057.110000 sec): 3 clusters
  Score: Raw -3889078.201182 + Penalty 3381.316476 = -3885696.884705
  nChanged 6
		SP:Iteration 32Q (53057.430000 sec): 3 clusters
  Score: Raw -3889080.569757 + Penalty 3381.316476 = -3885699.253281
  nChanged 3
		SP:Iteration 33Q (53057.740000 sec): 3 clusters
  Score: Raw -3889081.407888 + Penalty 3381.316476 = -3885700.091412
  nChanged 4
		SP:Iteration 34Q (53058.050000 sec): 3 clusters
  Score: Raw -3889082.712711 + Penalty 3381.316476 = -3885701.396235
  nChanged 4
		SP:Iteration 35Q (53058.360000 sec): 3 clusters
  Score: Raw -3889084.604686 + Penalty 3381.316476 = -3885703.288209
  nChanged 4
		SP:Iteration 36Q (53058.700000 sec): 3 clusters
  Score: Raw -3889088.241892 + Penalty 3381.316476 = -3885706.925415
  nChanged 3
		SP:Iteration 37Q (53059.040000 sec): 3 clusters
  Score: Raw -3889089.497484 + Penalty 3381.316476 = -3885708.181007
  nChanged 3
		SP:Iteration 38Q (53059.280000 sec): 3 clusters
  Score: Raw -3889090.768184 + Penalty 3381.316476 = -3885709.451707
  nChanged 3
		SP:Iteration 39Q (53059.620000 sec): 3 clusters
  Score: Raw -3889091.774062 + Penalty 3381.316476 = -3885710.457586
  nChanged 3
		SP:Iteration 40F (53059.910000 sec): 3 clusters
  Score: Raw -3889092.997658 + Penalty 3381.316476 = -3885711.681182
  nChanged 5
		SP:Iteration 41Q (53060.270000 sec): 3 clusters
  Score: Raw -3889094.880209 + Penalty 3381.316476 = -3885713.563732
  nChanged 5
		SP:Iteration 42Q (53060.520000 sec): 3 clusters
  Score: Raw -3889097.293471 + Penalty 3381.316476 = -3885715.976995
  nChanged 5
		SP:Iteration 43Q (53060.810000 sec): 3 clusters
  Score: Raw -3889099.262523 + Penalty 3381.316476 = -3885717.946046
  nChanged 3
		SP:Iteration 44Q (53061.130000 sec): 3 clusters
  Score: Raw -3889099.963434 + Penalty 3381.316476 = -3885718.646958
  nChanged 5
		SP:Iteration 45Q (53061.410000 sec): 3 clusters
  Score: Raw -3889102.640995 + Penalty 3381.316476 = -3885721.324519
  nChanged 5
		SP:Iteration 46Q (53061.770000 sec): 3 clusters
  Score: Raw -3889106.222814 + Penalty 3381.316476 = -3885724.906337
  nChanged 8
		SP:Iteration 47Q (53062.110000 sec): 3 clusters
  Score: Raw -3889109.213858 + Penalty 3381.316476 = -3885727.897381
  nChanged 3
		SP:Iteration 48Q (53062.480000 sec): 3 clusters
  Score: Raw -3889110.475044 + Penalty 3381.316476 = -3885729.158568
  nChanged 5
		SP:Iteration 49Q (53062.820000 sec): 3 clusters
  Score: Raw -3889112.389952 + Penalty 3381.316476 = -3885731.073476
  nChanged 3
		SP:Iteration 50Q (53063.210000 sec): 3 clusters
  Score: Raw -3889113.125277 + Penalty 3381.316476 = -3885731.808800
  nChanged 1
		SP:Iteration 51Q (53063.520000 sec): 3 clusters
  Score: Raw -3889114.101159 + Penalty 3381.316476 = -3885732.784682
  nChanged 2
		SP:Iteration 52Q (53063.880000 sec): 3 clusters
  Score: Raw -3889115.105951 + Penalty 3381.316476 = -3885733.789474
  nChanged 3
		SP:Iteration 53Q (53064.270000 sec): 3 clusters
  Score: Raw -3889116.406699 + Penalty 3381.316476 = -3885735.090222
  nChanged 2
		SP:Iteration 54Q (53064.640000 sec): 3 clusters
  Score: Raw -3889118.341648 + Penalty 3381.316476 = -3885737.025171
  nChanged 5
		SP:Iteration 55Q (53064.950000 sec): 3 clusters
  Score: Raw -3889120.974728 + Penalty 3381.316476 = -3885739.658251
  nChanged 2
		SP:Iteration 56Q (53065.280000 sec): 3 clusters
  Score: Raw -3889121.494523 + Penalty 3381.316476 = -3885740.178046
  nChanged 0
		SP:Iteration 57F (53065.640000 sec): 3 clusters
  Score: Raw -3889121.494523 + Penalty 3381.316476 = -3885740.178046
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 21 (44984 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (53065.860000 sec): 2 clusters
  Score: Raw -5390190.065205 + Penalty 1741.035099 = -5388449.030106
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (53066.240000 sec): 3 clusters
  Score: Raw -5361573.344517 + Penalty 3482.070199 = -5358091.274318
  nChanged 21219
		SP:Iteration 1F (53066.620000 sec): 3 clusters
  Score: Raw -5373914.025429 + Penalty 3482.070199 = -5370431.955230
  nChanged 2212
		SP:Iteration 2Q (53067.040000 sec): 3 clusters
  Score: Raw -5374835.243548 + Penalty 3482.070199 = -5371353.173349
  nChanged 2349
		SP:Iteration 3F (53067.480000 sec): 3 clusters
  Score: Raw -5376043.643410 + Penalty 3482.070199 = -5372561.573212
  nChanged 2676
		SP:Iteration 4F (53067.900000 sec): 3 clusters
  Score: Raw -5377651.669821 + Penalty 3482.070199 = -5374169.599622
  nChanged 2908
		SP:Iteration 5F (53068.290000 sec): 3 clusters
  Score: Raw -5379652.806440 + Penalty 3482.070199 = -5376170.736241
  nChanged 2877
		SP:Iteration 6F (53068.860000 sec): 3 clusters
  Score: Raw -5381671.518337 + Penalty 3482.070199 = -5378189.448138
  nChanged 2565
		SP:Iteration 7F (53069.390000 sec): 3 clusters
  Score: Raw -5383285.178794 + Penalty 3482.070199 = -5379803.108595
  nChanged 2144
		SP:Iteration 8Q (53069.880000 sec): 3 clusters
  Score: Raw -5384501.147753 + Penalty 3482.070199 = -5381019.077554
  nChanged 1775
		SP:Iteration 9Q (53070.280000 sec): 3 clusters
  Score: Raw -5385412.618315 + Penalty 3482.070199 = -5381930.548116
  nChanged 1449
		SP:Iteration 10Q (53070.650000 sec): 3 clusters
  Score: Raw -5386085.861691 + Penalty 3482.070199 = -5382603.791493
  nChanged 1222
		SP:Iteration 11Q (53071.040000 sec): 3 clusters
  Score: Raw -5386632.581404 + Penalty 3482.070199 = -5383150.511205
  nChanged 1070
		SP:Iteration 12Q (53071.480000 sec): 3 clusters
  Score: Raw -5387117.513661 + Penalty 3482.070199 = -5383635.443462
  nChanged 964
		SP:Iteration 13Q (53071.860000 sec): 3 clusters
  Score: Raw -5387517.579643 + Penalty 3482.070199 = -5384035.509444
  nChanged 857
		SP:Iteration 14Q (53072.250000 sec): 3 clusters
  Score: Raw -5387886.168956 + Penalty 3482.070199 = -5384404.098758
  nChanged 763
		SP:Iteration 15Q (53072.600000 sec): 3 clusters
  Score: Raw -5388222.769025 + Penalty 3482.070199 = -5384740.698826
  nChanged 682
		SP:Iteration 16Q (53072.940000 sec): 3 clusters
  Score: Raw -5388518.561768 + Penalty 3482.070199 = -5385036.491569
  nChanged 623
		SP:Iteration 17Q (53073.330000 sec): 3 clusters
  Score: Raw -5388816.043431 + Penalty 3482.070199 = -5385333.973232
  nChanged 608
		SP:Iteration 18Q (53073.690000 sec): 3 clusters
  Score: Raw -5389101.447513 + Penalty 3482.070199 = -5385619.377314
  nChanged 569
		SP:Iteration 19Q (53074.040000 sec): 3 clusters
  Score: Raw -5389362.312387 + Penalty 3482.070199 = -5385880.242188
  nChanged 578
		SP:Iteration 20F (53074.410000 sec): 3 clusters
  Score: Raw -5389646.051422 + Penalty 3482.070199 = -5386163.981223
  nChanged 568
		SP:Iteration 21Q (53074.800000 sec): 3 clusters
  Score: Raw -5389907.435580 + Penalty 3482.070199 = -5386425.365382
  nChanged 516
		SP:Iteration 22Q (53075.180000 sec): 3 clusters
  Score: Raw -5390114.105159 + Penalty 3482.070199 = -5386632.034960
  nChanged 462
		SP:Iteration 23Q (53075.540000 sec): 3 clusters
  Score: Raw -5390275.777558 + Penalty 3482.070199 = -5386793.707359
  nChanged 405
		SP:Iteration 24Q (53075.960000 sec): 3 clusters
  Score: Raw -5390395.231658 + Penalty 3482.070199 = -5386913.161459
  nChanged 365
		SP:Iteration 25Q (53076.380000 sec): 3 clusters
  Score: Raw -5390493.325901 + Penalty 3482.070199 = -5387011.255703
  nChanged 318
		SP:Iteration 26Q (53076.850000 sec): 3 clusters
  Score: Raw -5390563.946701 + Penalty 3482.070199 = -5387081.876503
  nChanged 284
		SP:Iteration 27Q (53077.300000 sec): 3 clusters
  Score: Raw -5390619.881174 + Penalty 3482.070199 = -5387137.810975
  nChanged 237
		SP:Iteration 28Q (53077.790000 sec): 3 clusters
  Score: Raw -5390662.755568 + Penalty 3482.070199 = -5387180.685369
  nChanged 202
		SP:Iteration 29Q (53078.200000 sec): 3 clusters
  Score: Raw -5390693.319676 + Penalty 3482.070199 = -5387211.249477
  nChanged 142
		SP:Iteration 30Q (53078.670000 sec): 3 clusters
  Score: Raw -5390710.374898 + Penalty 3482.070199 = -5387228.304699
  nChanged 133
		SP:Iteration 31Q (53079.090000 sec): 3 clusters
  Score: Raw -5390725.759524 + Penalty 3482.070199 = -5387243.689326
  nChanged 101
		SP:Iteration 32Q (53079.570000 sec): 3 clusters
  Score: Raw -5390736.584573 + Penalty 3482.070199 = -5387254.514374
  nChanged 96
		SP:Iteration 33Q (53079.950000 sec): 3 clusters
  Score: Raw -5390746.557639 + Penalty 3482.070199 = -5387264.487441
  nChanged 86
		SP:Iteration 34Q (53080.370000 sec): 3 clusters
  Score: Raw -5390755.584069 + Penalty 3482.070199 = -5387273.513870
  nChanged 75
		SP:Iteration 35Q (53080.770000 sec): 3 clusters
  Score: Raw -5390762.854651 + Penalty 3482.070199 = -5387280.784452
  nChanged 60
		SP:Iteration 36Q (53081.190000 sec): 3 clusters
  Score: Raw -5390766.788632 + Penalty 3482.070199 = -5387284.718433
  nChanged 44
		SP:Iteration 37Q (53081.610000 sec): 3 clusters
  Score: Raw -5390769.434050 + Penalty 3482.070199 = -5387287.363851
  nChanged 40
		SP:Iteration 38Q (53082.040000 sec): 3 clusters
  Score: Raw -5390772.414051 + Penalty 3482.070199 = -5387290.343852
  nChanged 32
		SP:Iteration 39Q (53082.520000 sec): 3 clusters
  Score: Raw -5390775.030581 + Penalty 3482.070199 = -5387292.960382
  nChanged 38
		SP:Iteration 40F (53082.960000 sec): 3 clusters
  Score: Raw -5390777.879927 + Penalty 3482.070199 = -5387295.809729
  nChanged 33
		SP:Iteration 41Q (53083.340000 sec): 3 clusters
  Score: Raw -5390780.195063 + Penalty 3482.070199 = -5387298.124865
  nChanged 31
		SP:Iteration 42Q (53083.780000 sec): 3 clusters
  Score: Raw -5390782.209807 + Penalty 3482.070199 = -5387300.139608
  nChanged 22
		SP:Iteration 43Q (53084.190000 sec): 3 clusters
  Score: Raw -5390783.291897 + Penalty 3482.070199 = -5387301.221698
  nChanged 17
		SP:Iteration 44Q (53084.660000 sec): 3 clusters
  Score: Raw -5390784.160694 + Penalty 3482.070199 = -5387302.090495
  nChanged 14
		SP:Iteration 45Q (53085.130000 sec): 3 clusters
  Score: Raw -5390784.997201 + Penalty 3482.070199 = -5387302.927002
  nChanged 8
		SP:Iteration 46Q (53085.590000 sec): 3 clusters
  Score: Raw -5390785.358768 + Penalty 3482.070199 = -5387303.288569
  nChanged 16
		SP:Iteration 47Q (53085.970000 sec): 3 clusters
  Score: Raw -5390786.045681 + Penalty 3482.070199 = -5387303.975482
  nChanged 7
		SP:Iteration 48Q (53086.430000 sec): 3 clusters
  Score: Raw -5390786.334077 + Penalty 3482.070199 = -5387304.263878
  nChanged 10
		SP:Iteration 49Q (53086.860000 sec): 3 clusters
  Score: Raw -5390786.904922 + Penalty 3482.070199 = -5387304.834724
  nChanged 13
		SP:Iteration 50Q (53087.250000 sec): 3 clusters
  Score: Raw -5390787.471018 + Penalty 3482.070199 = -5387305.400819
  nChanged 9
		SP:Iteration 51Q (53087.700000 sec): 3 clusters
  Score: Raw -5390787.792057 + Penalty 3482.070199 = -5387305.721858
  nChanged 5
		SP:Iteration 52Q (53088.170000 sec): 3 clusters
  Score: Raw -5390787.982402 + Penalty 3482.070199 = -5387305.912204
  nChanged 9
		SP:Iteration 53Q (53088.630000 sec): 3 clusters
  Score: Raw -5390788.318071 + Penalty 3482.070199 = -5387306.247872
  nChanged 10
		SP:Iteration 54Q (53089.100000 sec): 3 clusters
  Score: Raw -5390788.823593 + Penalty 3482.070199 = -5387306.753394
  nChanged 6
		SP:Iteration 55Q (53089.490000 sec): 3 clusters
  Score: Raw -5390789.176319 + Penalty 3482.070199 = -5387307.106121
  nChanged 9
		SP:Iteration 56Q (53089.910000 sec): 3 clusters
  Score: Raw -5390789.625430 + Penalty 3482.070199 = -5387307.555231
  nChanged 6
		SP:Iteration 57Q (53090.340000 sec): 3 clusters
  Score: Raw -5390789.905542 + Penalty 3482.070199 = -5387307.835343
  nChanged 7
		SP:Iteration 58Q (53090.690000 sec): 3 clusters
  Score: Raw -5390790.136321 + Penalty 3482.070199 = -5387308.066122
  nChanged 8
		SP:Iteration 59Q (53091.110000 sec): 3 clusters
  Score: Raw -5390790.402744 + Penalty 3482.070199 = -5387308.332545
  nChanged 6
		SP:Iteration 60F (53091.540000 sec): 3 clusters
  Score: Raw -5390790.632432 + Penalty 3482.070199 = -5387308.562233
  nChanged 3
		SP:Iteration 61Q (53091.940000 sec): 3 clusters
  Score: Raw -5390790.750352 + Penalty 3482.070199 = -5387308.680154
  nChanged 5
		SP:Iteration 62Q (53092.340000 sec): 3 clusters
  Score: Raw -5390790.906340 + Penalty 3482.070199 = -5387308.836141
  nChanged 5
		SP:Iteration 63Q (53092.690000 sec): 3 clusters
  Score: Raw -5390791.090855 + Penalty 3482.070199 = -5387309.020656
  nChanged 3
		SP:Iteration 64Q (53093.110000 sec): 3 clusters
  Score: Raw -5390791.262734 + Penalty 3482.070199 = -5387309.192535
  nChanged 2
		SP:Iteration 65Q (53093.530000 sec): 3 clusters
  Score: Raw -5390791.334268 + Penalty 3482.070199 = -5387309.264070
  nChanged 2
		SP:Iteration 66Q (53093.940000 sec): 3 clusters
  Score: Raw -5390791.413434 + Penalty 3482.070199 = -5387309.343236
  nChanged 1
		SP:Iteration 67Q (53094.370000 sec): 3 clusters
  Score: Raw -5390791.437564 + Penalty 3482.070199 = -5387309.367366
  nChanged 1
		SP:Iteration 68Q (53094.830000 sec): 3 clusters
  Score: Raw -5390791.481467 + Penalty 3482.070199 = -5387309.411268
  nChanged 2
		SP:Iteration 69Q (53095.250000 sec): 3 clusters
  Score: Raw -5390791.568062 + Penalty 3482.070199 = -5387309.497864
  nChanged 3
		SP:Iteration 70Q (53095.720000 sec): 3 clusters
  Score: Raw -5390791.748515 + Penalty 3482.070199 = -5387309.678316
  nChanged 2
		SP:Iteration 71Q (53096.090000 sec): 3 clusters
  Score: Raw -5390791.874024 + Penalty 3482.070199 = -5387309.803825
  nChanged 4
		SP:Iteration 72Q (53096.480000 sec): 3 clusters
  Score: Raw -5390792.178976 + Penalty 3482.070199 = -5387310.108777
  nChanged 8
		SP:Iteration 73Q (53096.910000 sec): 3 clusters
  Score: Raw -5390792.631203 + Penalty 3482.070199 = -5387310.561004
  nChanged 7
		SP:Iteration 74Q (53097.310000 sec): 3 clusters
  Score: Raw -5390792.864611 + Penalty 3482.070199 = -5387310.794412
  nChanged 4
		SP:Iteration 75Q (53097.760000 sec): 3 clusters
  Score: Raw -5390793.043238 + Penalty 3482.070199 = -5387310.973039
  nChanged 3
		SP:Iteration 76Q (53098.210000 sec): 3 clusters
  Score: Raw -5390793.148226 + Penalty 3482.070199 = -5387311.078028
  nChanged 2
		SP:Iteration 77Q (53098.660000 sec): 3 clusters
  Score: Raw -5390793.205031 + Penalty 3482.070199 = -5387311.134833
  nChanged 2
		SP:Iteration 78Q (53098.980000 sec): 3 clusters
  Score: Raw -5390793.258952 + Penalty 3482.070199 = -5387311.188753
  nChanged 1
		SP:Iteration 79Q (53099.420000 sec): 3 clusters
  Score: Raw -5390793.303690 + Penalty 3482.070199 = -5387311.233491
  nChanged 3
		SP:Iteration 80F (53099.810000 sec): 3 clusters
  Score: Raw -5390793.431888 + Penalty 3482.070199 = -5387311.361690
  nChanged 1
		SP:Iteration 81Q (53100.220000 sec): 3 clusters
  Score: Raw -5390793.495801 + Penalty 3482.070199 = -5387311.425603
  nChanged 1
		SP:Iteration 82Q (53100.630000 sec): 3 clusters
  Score: Raw -5390793.534823 + Penalty 3482.070199 = -5387311.464624
  nChanged 2
		SP:Iteration 83Q (53100.990000 sec): 3 clusters
  Score: Raw -5390793.590549 + Penalty 3482.070199 = -5387311.520350
  nChanged 1
		SP:Iteration 84Q (53101.460000 sec): 3 clusters
  Score: Raw -5390793.614557 + Penalty 3482.070199 = -5387311.544358
  nChanged 1
		SP:Iteration 85Q (53101.970000 sec): 3 clusters
  Score: Raw -5390793.638919 + Penalty 3482.070199 = -5387311.568721
  nChanged 2
		SP:Iteration 86Q (53102.420000 sec): 3 clusters
  Score: Raw -5390793.797653 + Penalty 3482.070199 = -5387311.727454
  nChanged 1
		SP:Iteration 87Q (53102.890000 sec): 3 clusters
  Score: Raw -5390793.854803 + Penalty 3482.070199 = -5387311.784604
  nChanged 1
		SP:Iteration 88Q (53103.300000 sec): 3 clusters
  Score: Raw -5390793.903389 + Penalty 3482.070199 = -5387311.833191
  nChanged 2
		SP:Iteration 89Q (53103.670000 sec): 3 clusters
  Score: Raw -5390793.967701 + Penalty 3482.070199 = -5387311.897502
  nChanged 4
		SP:Iteration 90Q (53104.090000 sec): 3 clusters
  Score: Raw -5390794.156852 + Penalty 3482.070199 = -5387312.086654
  nChanged 3
		SP:Iteration 91Q (53104.530000 sec): 3 clusters
  Score: Raw -5390794.257806 + Penalty 3482.070199 = -5387312.187608
  nChanged 2
		SP:Iteration 92Q (53105.030000 sec): 3 clusters
  Score: Raw -5390794.308368 + Penalty 3482.070199 = -5387312.238169
  nChanged 2
		SP:Iteration 93Q (53105.430000 sec): 3 clusters
  Score: Raw -5390794.364496 + Penalty 3482.070199 = -5387312.294297
  nChanged 3
		SP:Iteration 94Q (53105.860000 sec): 3 clusters
  Score: Raw -5390794.432079 + Penalty 3482.070199 = -5387312.361880
  nChanged 2
		SP:Iteration 95Q (53106.310000 sec): 3 clusters
  Score: Raw -5390794.474310 + Penalty 3482.070199 = -5387312.404111
  nChanged 0
		SP:Iteration 96F (53106.810000 sec): 3 clusters
  Score: Raw -5390794.474310 + Penalty 3482.070199 = -5387312.404111
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 22 (1457 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (53106.910000 sec): 2 clusters
  Score: Raw -70244.397101 + Penalty 1183.671906 = -69060.725195
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (53107.100000 sec): 3 clusters
  Score: Raw -69932.412190 + Penalty 2367.343812 = -67565.068378
  nChanged 624
		SP:Iteration 1F (53107.200000 sec): 3 clusters
  Score: Raw -73071.232367 + Penalty 2367.343812 = -70703.888555
  nChanged 211
		SP:Iteration 2F (53107.330000 sec): 3 clusters
  Score: Raw -74383.271926 + Penalty 2367.343812 = -72015.928114
  nChanged 99
		SP:Iteration 3F (53107.470000 sec): 3 clusters
  Score: Raw -74912.857003 + Penalty 2367.343812 = -72545.513191
  nChanged 54
		SP:Iteration 4Q (53107.610000 sec): 3 clusters
  Score: Raw -75094.694889 + Penalty 2367.343812 = -72727.351077
  nChanged 24
		SP:Iteration 5Q (53107.770000 sec): 3 clusters
  Score: Raw -75157.918030 + Penalty 2367.343812 = -72790.574218
  nChanged 18
		SP:Iteration 6Q (53107.930000 sec): 3 clusters
  Score: Raw -75217.519281 + Penalty 2367.343812 = -72850.175469
  nChanged 21
		SP:Iteration 7Q (53108.090000 sec): 3 clusters
  Score: Raw -75304.438961 + Penalty 2367.343812 = -72937.095149
  nChanged 15
		SP:Iteration 8Q (53108.250000 sec): 3 clusters
  Score: Raw -75346.557274 + Penalty 2367.343812 = -72979.213462
  nChanged 12
		SP:Iteration 9Q (53108.410000 sec): 3 clusters
  Score: Raw -75363.502297 + Penalty 2367.343812 = -72996.158485
  nChanged 9
		SP:Iteration 10Q (53108.570000 sec): 3 clusters
  Score: Raw -75376.426757 + Penalty 2367.343812 = -73009.082945
  nChanged 7
		SP:Iteration 11Q (53108.730000 sec): 3 clusters
  Score: Raw -75384.775305 + Penalty 2367.343812 = -73017.431493
  nChanged 7
		SP:Iteration 12Q (53108.890000 sec): 3 clusters
  Score: Raw -75398.263191 + Penalty 2367.343812 = -73030.919379
  nChanged 10
		SP:Iteration 13Q (53109.090000 sec): 3 clusters
  Score: Raw -75412.324338 + Penalty 2367.343812 = -73044.980526
  nChanged 6
		SP:Iteration 14Q (53109.240000 sec): 3 clusters
  Score: Raw -75422.377045 + Penalty 2367.343812 = -73055.033233
  nChanged 5
		SP:Iteration 15Q (53109.390000 sec): 3 clusters
  Score: Raw -75433.359660 + Penalty 2367.343812 = -73066.015848
  nChanged 5
		SP:Iteration 16Q (53109.550000 sec): 3 clusters
  Score: Raw -75437.691166 + Penalty 2367.343812 = -73070.347354
  nChanged 1
		SP:Iteration 17Q (53109.730000 sec): 3 clusters
  Score: Raw -75439.707714 + Penalty 2367.343812 = -73072.363902
  nChanged 0
		SP:Iteration 18F (53109.850000 sec): 3 clusters
  Score: Raw -75439.707714 + Penalty 2367.343812 = -73072.363902
  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 6.34 GB.

 Trying to split cluster 23 (1453 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (53109.940000 sec): 2 clusters
  Score: Raw -151746.697328 + Penalty 1183.225170 = -150563.472158
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (53110.100000 sec): 3 clusters
  Score: Raw -151329.906075 + Penalty 2366.450341 = -148963.455734
  nChanged 501
		SP:Iteration 1F (53110.300000 sec): 3 clusters
  Score: Raw -152500.123299 + Penalty 2366.450341 = -150133.672958
  nChanged 207
		SP:Iteration 2F (53110.510000 sec): 3 clusters
  Score: Raw -153489.036365 + Penalty 2366.450341 = -151122.586025
  nChanged 155
		SP:Iteration 3F (53110.630000 sec): 3 clusters
  Score: Raw -154246.833438 + Penalty 2366.450341 = -151880.383097
  nChanged 91
		SP:Iteration 4F (53110.800000 sec): 3 clusters
  Score: Raw -154857.850651 + Penalty 2366.450341 = -152491.400310
  nChanged 47
		SP:Iteration 5Q (53110.990000 sec): 3 clusters
  Score: Raw -155170.280293 + Penalty 2366.450341 = -152803.829952
  nChanged 34
		SP:Iteration 6Q (53111.110000 sec): 3 clusters
  Score: Raw -155356.407172 + Penalty 2366.450341 = -152989.956831
  nChanged 30
		SP:Iteration 7Q (53111.350000 sec): 3 clusters
  Score: Raw -155500.396971 + Penalty 2366.450341 = -153133.946631
  nChanged 17
		SP:Iteration 8Q (53111.460000 sec): 3 clusters
  Score: Raw -155644.517712 + Penalty 2366.450341 = -153278.067371
  nChanged 16
		SP:Iteration 9Q (53111.620000 sec): 3 clusters
  Score: Raw -155865.699194 + Penalty 2366.450341 = -153499.248853
  nChanged 13
		SP:Iteration 10Q (53111.780000 sec): 3 clusters
  Score: Raw -156331.645596 + Penalty 2366.450341 = -153965.195255
  nChanged 14
		SP:Iteration 11Q (53111.920000 sec): 3 clusters
  Score: Raw -156388.779296 + Penalty 2366.450341 = -154022.328956
  nChanged 3
		SP:Iteration 12Q (53112.090000 sec): 3 clusters
  Score: Raw -156404.543336 + Penalty 2366.450341 = -154038.092995
  nChanged 2
		SP:Iteration 13Q (53112.250000 sec): 3 clusters
  Score: Raw -156411.787355 + Penalty 2366.450341 = -154045.337014
  nChanged 1
		SP:Iteration 14Q (53112.420000 sec): 3 clusters
  Score: Raw -156412.326187 + Penalty 2366.450341 = -154045.875846
  nChanged 0
		SP:Iteration 15F (53112.650000 sec): 3 clusters
  Score: Raw -156412.326187 + Penalty 2366.450341 = -154045.875846
  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 6.34 GB.

 Trying to split cluster 24 (2044 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (53112.730000 sec): 2 clusters
  Score: Raw -230710.498158 + Penalty 1238.682892 = -229471.815266
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (53112.930000 sec): 3 clusters
  Score: Raw -229845.139954 + Penalty 2477.365784 = -227367.774170
  nChanged 740
		SP:Iteration 1F (53113.070000 sec): 3 clusters
  Score: Raw -230454.036052 + Penalty 2477.365784 = -227976.670268
  nChanged 191
		SP:Iteration 2F (53113.200000 sec): 3 clusters
  Score: Raw -230663.265961 + Penalty 2477.365784 = -228185.900177
  nChanged 146
		SP:Iteration 3F (53113.290000 sec): 3 clusters
  Score: Raw -230828.326686 + Penalty 2477.365784 = -228350.960902
  nChanged 123
		SP:Iteration 4F (53113.440000 sec): 3 clusters
  Score: Raw -230974.233171 + Penalty 2477.365784 = -228496.867387
  nChanged 108
		SP:Iteration 5F (53113.580000 sec): 3 clusters
  Score: Raw -231139.508258 + Penalty 2477.365784 = -228662.142474
  nChanged 117
		SP:Iteration 6F (53113.780000 sec): 3 clusters
  Score: Raw -231364.253595 + Penalty 2477.365784 = -228886.887811
  nChanged 102
		SP:Iteration 7Q (53113.930000 sec): 3 clusters
  Score: Raw -231579.411383 + Penalty 2477.365784 = -229102.045599
  nChanged 103
		SP:Iteration 8F (53114.110000 sec): 3 clusters
  Score: Raw -231778.263395 + Penalty 2477.365784 = -229300.897611
  nChanged 94
		SP:Iteration 9Q (53114.310000 sec): 3 clusters
  Score: Raw -231950.155034 + Penalty 2477.365784 = -229472.789250
  nChanged 87
		SP:Iteration 10Q (53114.440000 sec): 3 clusters
  Score: Raw -232110.196774 + Penalty 2477.365784 = -229632.830990
  nChanged 63
		SP:Iteration 11Q (53114.590000 sec): 3 clusters
  Score: Raw -232208.785468 + Penalty 2477.365784 = -229731.419684
  nChanged 45
		SP:Iteration 12Q (53114.770000 sec): 3 clusters
  Score: Raw -232275.895454 + Penalty 2477.365784 = -229798.529669
  nChanged 29
		SP:Iteration 13Q (53114.920000 sec): 3 clusters
  Score: Raw -232320.248492 + Penalty 2477.365784 = -229842.882708
  nChanged 20
		SP:Iteration 14Q (53115.090000 sec): 3 clusters
  Score: Raw -232347.021563 + Penalty 2477.365784 = -229869.655778
  nChanged 19
		SP:Iteration 15Q (53115.280000 sec): 3 clusters
  Score: Raw -232356.931840 + Penalty 2477.365784 = -229879.566056
  nChanged 6
		SP:Iteration 16Q (53115.440000 sec): 3 clusters
  Score: Raw -232362.138613 + Penalty 2477.365784 = -229884.772829
  nChanged 6
		SP:Iteration 17Q (53115.600000 sec): 3 clusters
  Score: Raw -232366.560627 + Penalty 2477.365784 = -229889.194842
  nChanged 4
		SP:Iteration 18Q (53115.760000 sec): 3 clusters
  Score: Raw -232371.510194 + Penalty 2477.365784 = -229894.144410
  nChanged 2
		SP:Iteration 19Q (53115.860000 sec): 3 clusters
  Score: Raw -232372.688865 + Penalty 2477.365784 = -229895.323081
  nChanged 2
		SP:Iteration 20F (53116.000000 sec): 3 clusters
  Score: Raw -232373.364572 + Penalty 2477.365784 = -229895.998787
  nChanged 1
		SP:Iteration 21Q (53116.140000 sec): 3 clusters
  Score: Raw -232373.856102 + Penalty 2477.365784 = -229896.490317
  nChanged 0
		SP:Iteration 22F (53116.280000 sec): 3 clusters
  Score: Raw -232373.856102 + Penalty 2477.365784 = -229896.490317
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 43.
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 25 (10291 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (53116.390000 sec): 2 clusters
  Score: Raw -1246585.132825 + Penalty 1501.341563 = -1245083.791262
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (53116.600000 sec): 3 clusters
  Score: Raw -1240707.487237 + Penalty 3002.683127 = -1237704.804110
  nChanged 4429
		SP:Iteration 1F (53116.800000 sec): 3 clusters
  Score: Raw -1243529.001740 + Penalty 3002.683127 = -1240526.318613
  nChanged 831
		SP:Iteration 2F (53117.010000 sec): 3 clusters
  Score: Raw -1244170.144334 + Penalty 3002.683127 = -1241167.461207
  nChanged 764
		SP:Iteration 3F (53117.220000 sec): 3 clusters
  Score: Raw -1244842.083103 + Penalty 3002.683127 = -1241839.399976
  nChanged 735
		SP:Iteration 4F (53117.430000 sec): 3 clusters
  Score: Raw -1245617.694481 + Penalty 3002.683127 = -1242615.011354
  nChanged 720
		SP:Iteration 5F (53117.630000 sec): 3 clusters
  Score: Raw -1246573.069303 + Penalty 3002.683127 = -1243570.386176
  nChanged 679
		SP:Iteration 6F (53117.840000 sec): 3 clusters
  Score: Raw -1247560.567533 + Penalty 3002.683127 = -1244557.884406
  nChanged 572
		SP:Iteration 7F (53118.090000 sec): 3 clusters
  Score: Raw -1248137.508135 + Penalty 3002.683127 = -1245134.825008
  nChanged 393
		SP:Iteration 8Q (53118.280000 sec): 3 clusters
  Score: Raw -1248340.232822 + Penalty 3002.683127 = -1245337.549695
  nChanged 241
		SP:Iteration 9Q (53118.490000 sec): 3 clusters
  Score: Raw -1248440.279117 + Penalty 3002.683127 = -1245437.595990
  nChanged 163
		SP:Iteration 10Q (53118.740000 sec): 3 clusters
  Score: Raw -1248495.708201 + Penalty 3002.683127 = -1245493.025074
  nChanged 114
		SP:Iteration 11Q (53118.930000 sec): 3 clusters
  Score: Raw -1248523.933392 + Penalty 3002.683127 = -1245521.250265
  nChanged 75
		SP:Iteration 12Q (53119.160000 sec): 3 clusters
  Score: Raw -1248545.557847 + Penalty 3002.683127 = -1245542.874720
  nChanged 60
		SP:Iteration 13Q (53119.390000 sec): 3 clusters
  Score: Raw -1248560.071908 + Penalty 3002.683127 = -1245557.388781
  nChanged 51
		SP:Iteration 14Q (53119.570000 sec): 3 clusters
  Score: Raw -1248571.380427 + Penalty 3002.683127 = -1245568.697300
  nChanged 51
		SP:Iteration 15Q (53119.810000 sec): 3 clusters
  Score: Raw -1248581.793046 + Penalty 3002.683127 = -1245579.109919
  nChanged 45
		SP:Iteration 16Q (53120.020000 sec): 3 clusters
  Score: Raw -1248589.498598 + Penalty 3002.683127 = -1245586.815471
  nChanged 36
		SP:Iteration 17Q (53120.190000 sec): 3 clusters
  Score: Raw -1248598.014897 + Penalty 3002.683127 = -1245595.331770
  nChanged 40
		SP:Iteration 18Q (53120.350000 sec): 3 clusters
  Score: Raw -1248607.102656 + Penalty 3002.683127 = -1245604.419530
  nChanged 40
		SP:Iteration 19Q (53120.570000 sec): 3 clusters
  Score: Raw -1248615.909458 + Penalty 3002.683127 = -1245613.226331
  nChanged 38
		SP:Iteration 20F (53120.760000 sec): 3 clusters
  Score: Raw -1248624.977821 + Penalty 3002.683127 = -1245622.294694
  nChanged 56
		SP:Iteration 21Q (53120.970000 sec): 3 clusters
  Score: Raw -1248640.732618 + Penalty 3002.683127 = -1245638.049491
  nChanged 64
		SP:Iteration 22Q (53121.200000 sec): 3 clusters
  Score: Raw -1248659.277724 + Penalty 3002.683127 = -1245656.594597
  nChanged 85
		SP:Iteration 23Q (53121.400000 sec): 3 clusters
  Score: Raw -1248683.561844 + Penalty 3002.683127 = -1245680.878717
  nChanged 88
		SP:Iteration 24Q (53121.550000 sec): 3 clusters
  Score: Raw -1248713.776318 + Penalty 3002.683127 = -1245711.093191
  nChanged 96
		SP:Iteration 25Q (53121.770000 sec): 3 clusters
  Score: Raw -1248747.162085 + Penalty 3002.683127 = -1245744.478958
  nChanged 87
		SP:Iteration 26Q (53122.020000 sec): 3 clusters
  Score: Raw -1248775.864718 + Penalty 3002.683127 = -1245773.181591
  nChanged 90
		SP:Iteration 27Q (53122.240000 sec): 3 clusters
  Score: Raw -1248812.419288 + Penalty 3002.683127 = -1245809.736161
  nChanged 110
		SP:Iteration 28Q (53122.420000 sec): 3 clusters
  Score: Raw -1248873.273726 + Penalty 3002.683127 = -1245870.590599
  nChanged 126
		SP:Iteration 29Q (53122.570000 sec): 3 clusters
  Score: Raw -1248949.462667 + Penalty 3002.683127 = -1245946.779541
  nChanged 123
		SP:Iteration 30Q (53122.710000 sec): 3 clusters
  Score: Raw -1249017.232117 + Penalty 3002.683127 = -1246014.548990
  nChanged 119
		SP:Iteration 31Q (53122.950000 sec): 3 clusters
  Score: Raw -1249083.472209 + Penalty 3002.683127 = -1246080.789082
  nChanged 106
		SP:Iteration 32Q (53123.140000 sec): 3 clusters
  Score: Raw -1249157.767137 + Penalty 3002.683127 = -1246155.084010
  nChanged 104
		SP:Iteration 33Q (53123.330000 sec): 3 clusters
  Score: Raw -1249236.265401 + Penalty 3002.683127 = -1246233.582275
  nChanged 97
		SP:Iteration 34Q (53123.530000 sec): 3 clusters
  Score: Raw -1249317.712207 + Penalty 3002.683127 = -1246315.029080
  nChanged 91
		SP:Iteration 35Q (53123.730000 sec): 3 clusters
  Score: Raw -1249392.151221 + Penalty 3002.683127 = -1246389.468094
  nChanged 72
		SP:Iteration 36Q (53123.930000 sec): 3 clusters
  Score: Raw -1249439.449085 + Penalty 3002.683127 = -1246436.765958
  nChanged 51
		SP:Iteration 37Q (53124.140000 sec): 3 clusters
  Score: Raw -1249471.608381 + Penalty 3002.683127 = -1246468.925254
  nChanged 38
		SP:Iteration 38Q (53124.340000 sec): 3 clusters
  Score: Raw -1249485.525727 + Penalty 3002.683127 = -1246482.842601
  nChanged 25
		SP:Iteration 39Q (53124.580000 sec): 3 clusters
  Score: Raw -1249497.561580 + Penalty 3002.683127 = -1246494.878454
  nChanged 32
		SP:Iteration 40F (53124.830000 sec): 3 clusters
  Score: Raw -1249509.404808 + Penalty 3002.683127 = -1246506.721681
  nChanged 22
		SP:Iteration 41Q (53125.040000 sec): 3 clusters
  Score: Raw -1249517.057822 + Penalty 3002.683127 = -1246514.374695
  nChanged 23
		SP:Iteration 42Q (53125.250000 sec): 3 clusters
  Score: Raw -1249523.271306 + Penalty 3002.683127 = -1246520.588179
  nChanged 19
		SP:Iteration 43Q (53125.460000 sec): 3 clusters
  Score: Raw -1249528.761079 + Penalty 3002.683127 = -1246526.077952
  nChanged 16
		SP:Iteration 44Q (53125.710000 sec): 3 clusters
  Score: Raw -1249533.474716 + Penalty 3002.683127 = -1246530.791589
  nChanged 15
		SP:Iteration 45Q (53125.880000 sec): 3 clusters
  Score: Raw -1249538.925500 + Penalty 3002.683127 = -1246536.242373
  nChanged 14
		SP:Iteration 46Q (53126.110000 sec): 3 clusters
  Score: Raw -1249543.605261 + Penalty 3002.683127 = -1246540.922134
  nChanged 11
		SP:Iteration 47Q (53126.360000 sec): 3 clusters
  Score: Raw -1249547.628838 + Penalty 3002.683127 = -1246544.945711
  nChanged 16
		SP:Iteration 48Q (53126.530000 sec): 3 clusters
  Score: Raw -1249554.977835 + Penalty 3002.683127 = -1246552.294708
  nChanged 9
		SP:Iteration 49Q (53126.730000 sec): 3 clusters
  Score: Raw -1249560.074401 + Penalty 3002.683127 = -1246557.391274
  nChanged 17
		SP:Iteration 50Q (53126.960000 sec): 3 clusters
  Score: Raw -1249574.151121 + Penalty 3002.683127 = -1246571.467994
  nChanged 27
		SP:Iteration 51Q (53127.150000 sec): 3 clusters
  Score: Raw -1249620.370088 + Penalty 3002.683127 = -1246617.686961
  nChanged 43
		SP:Iteration 52Q (53127.340000 sec): 3 clusters
  Score: Raw -1249700.338290 + Penalty 3002.683127 = -1246697.655163
  nChanged 43
		SP:Iteration 53Q (53127.570000 sec): 3 clusters
  Score: Raw -1249752.702399 + Penalty 3002.683127 = -1246750.019272
  nChanged 32
		SP:Iteration 54Q (53127.770000 sec): 3 clusters
  Score: Raw -1249770.631594 + Penalty 3002.683127 = -1246767.948467
  nChanged 17
		SP:Iteration 55Q (53127.980000 sec): 3 clusters
  Score: Raw -1249777.170168 + Penalty 3002.683127 = -1246774.487042
  nChanged 8
		SP:Iteration 56Q (53128.230000 sec): 3 clusters
  Score: Raw -1249779.326955 + Penalty 3002.683127 = -1246776.643829
  nChanged 4
		SP:Iteration 57Q (53128.410000 sec): 3 clusters
  Score: Raw -1249779.852580 + Penalty 3002.683127 = -1246777.169453
  nChanged 2
		SP:Iteration 58Q (53128.590000 sec): 3 clusters
  Score: Raw -1249780.037533 + Penalty 3002.683127 = -1246777.354406
  nChanged 2
		SP:Iteration 59Q (53128.780000 sec): 3 clusters
  Score: Raw -1249780.417102 + Penalty 3002.683127 = -1246777.733975
  nChanged 2
		SP:Iteration 60F (53129.020000 sec): 3 clusters
  Score: Raw -1249780.737985 + Penalty 3002.683127 = -1246778.054858
  nChanged 1
		SP:Iteration 61Q (53129.210000 sec): 3 clusters
  Score: Raw -1249781.003079 + Penalty 3002.683127 = -1246778.319952
  nChanged 1
		SP:Iteration 62Q (53129.480000 sec): 3 clusters
  Score: Raw -1249781.064416 + Penalty 3002.683127 = -1246778.381289
  nChanged 0
		SP:Iteration 63F (53129.710000 sec): 3 clusters
  Score: Raw -1249781.064416 + Penalty 3002.683127 = -1246778.381289
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 44.
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 26 (6652 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (53129.850000 sec): 2 clusters
  Score: Raw -732116.297021 + Penalty 1430.434337 = -730685.862684
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (53129.990000 sec): 3 clusters
  Score: Raw -728556.633598 + Penalty 2860.868673 = -725695.764925
  nChanged 2838
		SP:Iteration 1F (53130.220000 sec): 3 clusters
  Score: Raw -730938.075220 + Penalty 2860.868673 = -728077.206547
  nChanged 829
		SP:Iteration 2F (53130.420000 sec): 3 clusters
  Score: Raw -732023.285312 + Penalty 2860.868673 = -729162.416639
  nChanged 652
		SP:Iteration 3F (53130.590000 sec): 3 clusters
  Score: Raw -732750.041592 + Penalty 2860.868673 = -729889.172919
  nChanged 487
		SP:Iteration 4F (53130.790000 sec): 3 clusters
  Score: Raw -733175.470461 + Penalty 2860.868673 = -730314.601788
  nChanged 356
		SP:Iteration 5F (53131.020000 sec): 3 clusters
  Score: Raw -733426.909348 + Penalty 2860.868673 = -730566.040674
  nChanged 262
		SP:Iteration 6Q (53131.170000 sec): 3 clusters
  Score: Raw -733606.199099 + Penalty 2860.868673 = -730745.330425
  nChanged 215
		SP:Iteration 7Q (53131.370000 sec): 3 clusters
  Score: Raw -733754.130648 + Penalty 2860.868673 = -730893.261975
  nChanged 175
		SP:Iteration 8Q (53131.540000 sec): 3 clusters
  Score: Raw -733861.114306 + Penalty 2860.868673 = -731000.245633
  nChanged 158
		SP:Iteration 9Q (53131.730000 sec): 3 clusters
  Score: Raw -733944.727944 + Penalty 2860.868673 = -731083.859271
  nChanged 133
		SP:Iteration 10Q (53131.910000 sec): 3 clusters
  Score: Raw -734013.074939 + Penalty 2860.868673 = -731152.206266
  nChanged 122
		SP:Iteration 11Q (53132.100000 sec): 3 clusters
  Score: Raw -734076.447237 + Penalty 2860.868673 = -731215.578564
  nChanged 100
		SP:Iteration 12Q (53132.290000 sec): 3 clusters
  Score: Raw -734129.166559 + Penalty 2860.868673 = -731268.297886
  nChanged 103
		SP:Iteration 13Q (53132.470000 sec): 3 clusters
  Score: Raw -734178.472979 + Penalty 2860.868673 = -731317.604305
  nChanged 86
		SP:Iteration 14Q (53132.660000 sec): 3 clusters
  Score: Raw -734217.197047 + Penalty 2860.868673 = -731356.328373
  nChanged 89
		SP:Iteration 15Q (53132.850000 sec): 3 clusters
  Score: Raw -734256.742612 + Penalty 2860.868673 = -731395.873939
  nChanged 92
		SP:Iteration 16Q (53133.030000 sec): 3 clusters
  Score: Raw -734295.138993 + Penalty 2860.868673 = -731434.270320
  nChanged 75
		SP:Iteration 17Q (53133.220000 sec): 3 clusters
  Score: Raw -734320.743905 + Penalty 2860.868673 = -731459.875232
  nChanged 58
		SP:Iteration 18Q (53133.410000 sec): 3 clusters
  Score: Raw -734337.916276 + Penalty 2860.868673 = -731477.047603
  nChanged 36
		SP:Iteration 19Q (53133.620000 sec): 3 clusters
  Score: Raw -734347.249143 + Penalty 2860.868673 = -731486.380470
  nChanged 28
		SP:Iteration 20F (53133.790000 sec): 3 clusters
  Score: Raw -734353.457347 + Penalty 2860.868673 = -731492.588674
  nChanged 18
		SP:Iteration 21Q (53133.950000 sec): 3 clusters
  Score: Raw -734356.765475 + Penalty 2860.868673 = -731495.896802
  nChanged 18
		SP:Iteration 22Q (53134.150000 sec): 3 clusters
  Score: Raw -734360.354127 + Penalty 2860.868673 = -731499.485454
  nChanged 18
		SP:Iteration 23Q (53134.370000 sec): 3 clusters
  Score: Raw -734363.622919 + Penalty 2860.868673 = -731502.754246
  nChanged 19
		SP:Iteration 24Q (53134.580000 sec): 3 clusters
  Score: Raw -734367.178109 + Penalty 2860.868673 = -731506.309436
  nChanged 13
		SP:Iteration 25Q (53134.770000 sec): 3 clusters
  Score: Raw -734370.432529 + Penalty 2860.868673 = -731509.563856
  nChanged 11
		SP:Iteration 26Q (53134.920000 sec): 3 clusters
  Score: Raw -734372.387850 + Penalty 2860.868673 = -731511.519177
  nChanged 10
		SP:Iteration 27Q (53135.070000 sec): 3 clusters
  Score: Raw -734374.220245 + Penalty 2860.868673 = -731513.351572
  nChanged 9
		SP:Iteration 28Q (53135.230000 sec): 3 clusters
  Score: Raw -734376.541397 + Penalty 2860.868673 = -731515.672724
  nChanged 15
		SP:Iteration 29Q (53135.400000 sec): 3 clusters
  Score: Raw -734379.611106 + Penalty 2860.868673 = -731518.742433
  nChanged 12
		SP:Iteration 30Q (53135.580000 sec): 3 clusters
  Score: Raw -734382.958092 + Penalty 2860.868673 = -731522.089419
  nChanged 11
		SP:Iteration 31Q (53135.730000 sec): 3 clusters
  Score: Raw -734384.705859 + Penalty 2860.868673 = -731523.837186
  nChanged 9
		SP:Iteration 32Q (53135.910000 sec): 3 clusters
  Score: Raw -734385.980419 + Penalty 2860.868673 = -731525.111746
  nChanged 4
		SP:Iteration 33Q (53136.050000 sec): 3 clusters
  Score: Raw -734386.951433 + Penalty 2860.868673 = -731526.082759
  nChanged 5
		SP:Iteration 34Q (53136.210000 sec): 3 clusters
  Score: Raw -734388.042283 + Penalty 2860.868673 = -731527.173610
  nChanged 4
		SP:Iteration 35Q (53136.390000 sec): 3 clusters
  Score: Raw -734388.734674 + Penalty 2860.868673 = -731527.866001
  nChanged 6
		SP:Iteration 36Q (53136.530000 sec): 3 clusters
  Score: Raw -734389.483299 + Penalty 2860.868673 = -731528.614626
  nChanged 3
		SP:Iteration 37Q (53136.710000 sec): 3 clusters
  Score: Raw -734390.343580 + Penalty 2860.868673 = -731529.474907
  nChanged 4
		SP:Iteration 38Q (53136.870000 sec): 3 clusters
  Score: Raw -734390.655362 + Penalty 2860.868673 = -731529.786689
  nChanged 2
		SP:Iteration 39Q (53137.010000 sec): 3 clusters
  Score: Raw -734390.916387 + Penalty 2860.868673 = -731530.047714
  nChanged 2
		SP:Iteration 40F (53137.180000 sec): 3 clusters
  Score: Raw -734391.100007 + Penalty 2860.868673 = -731530.231334
  nChanged 2
		SP:Iteration 41Q (53137.350000 sec): 3 clusters
  Score: Raw -734391.231970 + Penalty 2860.868673 = -731530.363297
  nChanged 1
		SP:Iteration 42Q (53137.510000 sec): 3 clusters
  Score: Raw -734391.350723 + Penalty 2860.868673 = -731530.482049
  nChanged 2
		SP:Iteration 43Q (53137.670000 sec): 3 clusters
  Score: Raw -734391.675611 + Penalty 2860.868673 = -731530.806938
  nChanged 0
		SP:Iteration 44F (53137.840000 sec): 3 clusters
  Score: Raw -734391.675611 + Penalty 2860.868673 = -731530.806938
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 45.
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 27 (1264 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (53137.920000 sec): 2 clusters
  Score: Raw -149143.382221 + Penalty 1160.580943 = -147982.801278
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (53138.120000 sec): 3 clusters
  Score: Raw -148703.070836 + Penalty 2321.161887 = -146381.908949
  nChanged 429
		SP:Iteration 1F (53138.310000 sec): 3 clusters
  Score: Raw -149065.206338 + Penalty 2321.161887 = -146744.044451
  nChanged 99
		SP:Iteration 2F (53138.470000 sec): 3 clusters
  Score: Raw -149155.618945 + Penalty 2321.161887 = -146834.457058
  nChanged 56
		SP:Iteration 3Q (53138.690000 sec): 3 clusters
  Score: Raw -149223.857265 + Penalty 2321.161887 = -146902.695379
  nChanged 42
		SP:Iteration 4Q (53138.820000 sec): 3 clusters
  Score: Raw -149265.189948 + Penalty 2321.161887 = -146944.028061
  nChanged 32
		SP:Iteration 5Q (53139.030000 sec): 3 clusters
  Score: Raw -149285.764568 + Penalty 2321.161887 = -146964.602682
  nChanged 14
		SP:Iteration 6Q (53139.190000 sec): 3 clusters
  Score: Raw -149293.924251 + Penalty 2321.161887 = -146972.762364
  nChanged 17
		SP:Iteration 7Q (53139.350000 sec): 3 clusters
  Score: Raw -149307.548574 + Penalty 2321.161887 = -146986.386688
  nChanged 14
		SP:Iteration 8Q (53139.480000 sec): 3 clusters
  Score: Raw -149315.732136 + Penalty 2321.161887 = -146994.570249
  nChanged 11
		SP:Iteration 9Q (53139.620000 sec): 3 clusters
  Score: Raw -149322.148681 + Penalty 2321.161887 = -147000.986794
  nChanged 9
		SP:Iteration 10Q (53139.770000 sec): 3 clusters
  Score: Raw -149326.258886 + Penalty 2321.161887 = -147005.097000
  nChanged 9
		SP:Iteration 11Q (53139.910000 sec): 3 clusters
  Score: Raw -149330.457285 + Penalty 2321.161887 = -147009.295399
  nChanged 8
		SP:Iteration 12Q (53140.050000 sec): 3 clusters
  Score: Raw -149335.687475 + Penalty 2321.161887 = -147014.525588
  nChanged 9
		SP:Iteration 13Q (53140.200000 sec): 3 clusters
  Score: Raw -149341.339604 + Penalty 2321.161887 = -147020.177717
  nChanged 7
		SP:Iteration 14Q (53140.340000 sec): 3 clusters
  Score: Raw -149345.431181 + Penalty 2321.161887 = -147024.269294
  nChanged 8
		SP:Iteration 15Q (53140.490000 sec): 3 clusters
  Score: Raw -149349.846969 + Penalty 2321.161887 = -147028.685083
  nChanged 8
		SP:Iteration 16Q (53140.630000 sec): 3 clusters
  Score: Raw -149355.506901 + Penalty 2321.161887 = -147034.345015
  nChanged 13
		SP:Iteration 17Q (53140.810000 sec): 3 clusters
  Score: Raw -149364.569332 + Penalty 2321.161887 = -147043.407445
  nChanged 8
		SP:Iteration 18Q (53140.950000 sec): 3 clusters
  Score: Raw -149372.085674 + Penalty 2321.161887 = -147050.923787
  nChanged 16
		SP:Iteration 19Q (53141.090000 sec): 3 clusters
  Score: Raw -149387.052769 + Penalty 2321.161887 = -147065.890882
  nChanged 15
		SP:Iteration 20F (53141.230000 sec): 3 clusters
  Score: Raw -149396.776944 + Penalty 2321.161887 = -147075.615057
  nChanged 14
		SP:Iteration 21Q (53141.360000 sec): 3 clusters
  Score: Raw -149407.372342 + Penalty 2321.161887 = -147086.210455
  nChanged 14
		SP:Iteration 22Q (53141.510000 sec): 3 clusters
  Score: Raw -149416.716165 + Penalty 2321.161887 = -147095.554278
  nChanged 11
		SP:Iteration 23Q (53141.650000 sec): 3 clusters
  Score: Raw -149424.737269 + Penalty 2321.161887 = -147103.575382
  nChanged 17
		SP:Iteration 24Q (53141.850000 sec): 3 clusters
  Score: Raw -149437.292963 + Penalty 2321.161887 = -147116.131076
  nChanged 20
		SP:Iteration 25Q (53142.010000 sec): 3 clusters
  Score: Raw -149460.997671 + Penalty 2321.161887 = -147139.835784
  nChanged 25
		SP:Iteration 26Q (53142.190000 sec): 3 clusters
  Score: Raw -149483.098530 + Penalty 2321.161887 = -147161.936643
  nChanged 33
		SP:Iteration 27Q (53142.330000 sec): 3 clusters
  Score: Raw -149513.484723 + Penalty 2321.161887 = -147192.322836
  nChanged 32
		SP:Iteration 28Q (53142.500000 sec): 3 clusters
  Score: Raw -149551.467604 + Penalty 2321.161887 = -147230.305717
  nChanged 38
		SP:Iteration 29Q (53142.670000 sec): 3 clusters
  Score: Raw -149596.788558 + Penalty 2321.161887 = -147275.626671
  nChanged 28
		SP:Iteration 30Q (53142.830000 sec): 3 clusters
  Score: Raw -149631.877467 + Penalty 2321.161887 = -147310.715580
  nChanged 32
		SP:Iteration 31Q (53142.990000 sec): 3 clusters
  Score: Raw -149680.291655 + Penalty 2321.161887 = -147359.129769
  nChanged 30
		SP:Iteration 32Q (53143.170000 sec): 3 clusters
  Score: Raw -149729.497494 + Penalty 2321.161887 = -147408.335607
  nChanged 32
		SP:Iteration 33Q (53143.350000 sec): 3 clusters
  Score: Raw -149789.331785 + Penalty 2321.161887 = -147468.169898
  nChanged 26
		SP:Iteration 34Q (53143.510000 sec): 3 clusters
  Score: Raw -149872.898238 + Penalty 2321.161887 = -147551.736351
  nChanged 16
		SP:Iteration 35Q (53143.610000 sec): 3 clusters
  Score: Raw -149940.743129 + Penalty 2321.161887 = -147619.581242
  nChanged 16
		SP:Iteration 36Q (53143.760000 sec): 3 clusters
  Score: Raw -149963.401736 + Penalty 2321.161887 = -147642.239850
  nChanged 2
		SP:Iteration 37Q (53143.900000 sec): 3 clusters
  Score: Raw -149967.331487 + Penalty 2321.161887 = -147646.169601
  nChanged 4
		SP:Iteration 38Q (53144.110000 sec): 3 clusters
  Score: Raw -149970.765860 + Penalty 2321.161887 = -147649.603973
  nChanged 2
		SP:Iteration 39Q (53144.240000 sec): 3 clusters
  Score: Raw -149971.997494 + Penalty 2321.161887 = -147650.835607
  nChanged 2
		SP:Iteration 40F (53144.370000 sec): 3 clusters
  Score: Raw -149972.966577 + Penalty 2321.161887 = -147651.804690
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 28 (533 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (53144.480000 sec): 2 clusters
  Score: Raw -65486.769550 + Penalty 1020.259731 = -64466.509819
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (53144.700000 sec): 3 clusters
  Score: Raw -65382.570587 + Penalty 2040.519463 = -63342.051125
  nChanged 130
		SP:Iteration 1F (53144.830000 sec): 3 clusters
  Score: Raw -65562.521721 + Penalty 2040.519463 = -63522.002258
  nChanged 32
		SP:Iteration 2F (53144.980000 sec): 3 clusters
  Score: Raw -65617.909335 + Penalty 2040.519463 = -63577.389872
  nChanged 18
		SP:Iteration 3Q (53145.100000 sec): 3 clusters
  Score: Raw -65670.185459 + Penalty 2040.519463 = -63629.665996
  nChanged 14
		SP:Iteration 4Q (53145.340000 sec): 3 clusters
  Score: Raw -65715.238843 + Penalty 2040.519463 = -63674.719380
  nChanged 9
		SP:Iteration 5Q (53145.550000 sec): 3 clusters
  Score: Raw -65736.926167 + Penalty 2040.519463 = -63696.406704
  nChanged 12
		SP:Iteration 6Q (53145.710000 sec): 3 clusters
  Score: Raw -65787.480824 + Penalty 2040.519463 = -63746.961361
  nChanged 13
		SP:Iteration 7Q (53145.900000 sec): 3 clusters
  Score: Raw -65813.383919 + Penalty 2040.519463 = -63772.864456
  nChanged 10
		SP:Iteration 8Q (53146.050000 sec): 3 clusters
  Score: Raw -65838.895186 + Penalty 2040.519463 = -63798.375724
  nChanged 11
		SP:Iteration 9Q (53146.190000 sec): 3 clusters
  Score: Raw -65861.797608 + Penalty 2040.519463 = -63821.278145
  nChanged 13
		SP:Iteration 10Q (53146.280000 sec): 3 clusters
  Score: Raw -65877.821227 + Penalty 2040.519463 = -63837.301764
  nChanged 4
		SP:Iteration 11Q (53146.470000 sec): 3 clusters
  Score: Raw -65885.799895 + Penalty 2040.519463 = -63845.280432
  nChanged 1
		SP:Iteration 12Q (53146.580000 sec): 3 clusters
  Score: Raw -65886.799248 + Penalty 2040.519463 = -63846.279785
  nChanged 2
		SP:Iteration 13Q (53146.760000 sec): 3 clusters
  Score: Raw -65890.339021 + Penalty 2040.519463 = -63849.819558
  nChanged 1
		SP:Iteration 14Q (53146.920000 sec): 3 clusters
  Score: Raw -65893.132911 + Penalty 2040.519463 = -63852.613449
  nChanged 2
		SP:Iteration 15Q (53147.130000 sec): 3 clusters
  Score: Raw -65895.972644 + Penalty 2040.519463 = -63855.453181
  nChanged 2
		SP:Iteration 16Q (53147.360000 sec): 3 clusters
  Score: Raw -65899.895204 + Penalty 2040.519463 = -63859.375741
  nChanged 1
		SP:Iteration 17Q (53147.570000 sec): 3 clusters
  Score: Raw -65904.022842 + Penalty 2040.519463 = -63863.503379
  nChanged 0
		SP:Iteration 18F (53147.780000 sec): 3 clusters
  Score: Raw -65904.022842 + Penalty 2040.519463 = -63863.503379
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 29 (259 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (53147.850000 sec): 2 clusters
  Score: Raw -27810.803755 + Penalty 902.984560 = -26907.819195
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (53148.020000 sec): 3 clusters
  Score: Raw -27912.400767 + Penalty 1805.969120 = -26106.431647
  nChanged 61
		SP:Iteration 1F (53148.180000 sec): 3 clusters
  Score: Raw -28161.703785 + Penalty 1805.969120 = -26355.734665
  nChanged 23
		SP:Iteration 2F (53148.340000 sec): 3 clusters
  Score: Raw -28306.561282 + Penalty 1805.969120 = -26500.592162
  nChanged 11
		SP:Iteration 3Q (53148.500000 sec): 3 clusters
  Score: Raw -28370.864322 + Penalty 1805.969120 = -26564.895202
  nChanged 4
		SP:Iteration 4Q (53148.660000 sec): 3 clusters
  Score: Raw -28407.459163 + Penalty 1805.969120 = -26601.490043
  nChanged 1
		SP:Iteration 5Q (53148.820000 sec): 3 clusters
  Score: Raw -28409.747227 + Penalty 1805.969120 = -26603.778107
  nChanged 0
		SP:Iteration 6F (53148.980000 sec): 3 clusters
  Score: Raw -28409.747227 + Penalty 1805.969120 = -26603.778107
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 30 (24883 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (53149.170000 sec): 2 clusters
  Score: Raw -2851820.058968 + Penalty 1644.815269 = -2850175.243699
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (53149.440000 sec): 3 clusters
  Score: Raw -2836782.289463 + Penalty 3289.630538 = -2833492.658924
  nChanged 11390
		SP:Iteration 1F (53149.740000 sec): 3 clusters
  Score: Raw -2843624.401123 + Penalty 3289.630538 = -2840334.770584
  nChanged 1609
		SP:Iteration 2F (53150.080000 sec): 3 clusters
  Score: Raw -2844586.100488 + Penalty 3289.630538 = -2841296.469949
  nChanged 1699
		SP:Iteration 3F (53150.420000 sec): 3 clusters
  Score: Raw -2845746.522064 + Penalty 3289.630538 = -2842456.891526
  nChanged 1755
		SP:Iteration 4F (53150.740000 sec): 3 clusters
  Score: Raw -2846940.901022 + Penalty 3289.630538 = -2843651.270484
  nChanged 1671
		SP:Iteration 5F (53151.090000 sec): 3 clusters
  Score: Raw -2847977.109481 + Penalty 3289.630538 = -2844687.478943
  nChanged 1463
		SP:Iteration 6F (53151.370000 sec): 3 clusters
  Score: Raw -2848908.133808 + Penalty 3289.630538 = -2845618.503270
  nChanged 1297
		SP:Iteration 7F (53151.740000 sec): 3 clusters
  Score: Raw -2849724.904048 + Penalty 3289.630538 = -2846435.273509
  nChanged 1099
		SP:Iteration 8Q (53152.040000 sec): 3 clusters
  Score: Raw -2850459.664624 + Penalty 3289.630538 = -2847170.034085
  nChanged 962
		SP:Iteration 9Q (53152.360000 sec): 3 clusters
  Score: Raw -2851126.345651 + Penalty 3289.630538 = -2847836.715112
  nChanged 856
		SP:Iteration 10Q (53152.680000 sec): 3 clusters
  Score: Raw -2851793.190722 + Penalty 3289.630538 = -2848503.560184
  nChanged 703
		SP:Iteration 11Q (53153.020000 sec): 3 clusters
  Score: Raw -2852319.585321 + Penalty 3289.630538 = -2849029.954783
  nChanged 536
		SP:Iteration 12Q (53153.320000 sec): 3 clusters
  Score: Raw -2852620.218512 + Penalty 3289.630538 = -2849330.587974
  nChanged 409
		SP:Iteration 13Q (53153.690000 sec): 3 clusters
  Score: Raw -2852823.483332 + Penalty 3289.630538 = -2849533.852794
  nChanged 359
		SP:Iteration 14Q (53153.980000 sec): 3 clusters
  Score: Raw -2852969.357850 + Penalty 3289.630538 = -2849679.727312
  nChanged 276
		SP:Iteration 15Q (53154.310000 sec): 3 clusters
  Score: Raw -2853072.476466 + Penalty 3289.630538 = -2849782.845928
  nChanged 235
		SP:Iteration 16Q (53154.680000 sec): 3 clusters
  Score: Raw -2853158.735658 + Penalty 3289.630538 = -2849869.105120
  nChanged 217
		SP:Iteration 17Q (53155.040000 sec): 3 clusters
  Score: Raw -2853233.297454 + Penalty 3289.630538 = -2849943.666916
  nChanged 168
		SP:Iteration 18Q (53155.360000 sec): 3 clusters
  Score: Raw -2853299.724156 + Penalty 3289.630538 = -2850010.093618
  nChanged 141
		SP:Iteration 19Q (53155.690000 sec): 3 clusters
  Score: Raw -2853345.999645 + Penalty 3289.630538 = -2850056.369107
  nChanged 131
		SP:Iteration 20F (53155.970000 sec): 3 clusters
  Score: Raw -2853395.015611 + Penalty 3289.630538 = -2850105.385072
  nChanged 126
		SP:Iteration 21Q (53156.320000 sec): 3 clusters
  Score: Raw -2853440.130055 + Penalty 3289.630538 = -2850150.499516
  nChanged 98
		SP:Iteration 22Q (53156.610000 sec): 3 clusters
  Score: Raw -2853478.442885 + Penalty 3289.630538 = -2850188.812347
  nChanged 82
		SP:Iteration 23Q (53156.890000 sec): 3 clusters
  Score: Raw -2853516.203625 + Penalty 3289.630538 = -2850226.573087
  nChanged 84
		SP:Iteration 24Q (53157.240000 sec): 3 clusters
  Score: Raw -2853557.491750 + Penalty 3289.630538 = -2850267.861211
  nChanged 73
		SP:Iteration 25Q (53157.570000 sec): 3 clusters
  Score: Raw -2853579.316473 + Penalty 3289.630538 = -2850289.685935
  nChanged 67
		SP:Iteration 26Q (53157.880000 sec): 3 clusters
  Score: Raw -2853594.242900 + Penalty 3289.630538 = -2850304.612361
  nChanged 40
		SP:Iteration 27Q (53158.140000 sec): 3 clusters
  Score: Raw -2853600.299313 + Penalty 3289.630538 = -2850310.668775
  nChanged 29
		SP:Iteration 28Q (53158.410000 sec): 3 clusters
  Score: Raw -2853607.402331 + Penalty 3289.630538 = -2850317.771792
  nChanged 29
		SP:Iteration 29Q (53158.700000 sec): 3 clusters
  Score: Raw -2853615.034772 + Penalty 3289.630538 = -2850325.404234
  nChanged 30
		SP:Iteration 30Q (53159.000000 sec): 3 clusters
  Score: Raw -2853623.090569 + Penalty 3289.630538 = -2850333.460031
  nChanged 31
		SP:Iteration 31Q (53159.280000 sec): 3 clusters
  Score: Raw -2853631.667248 + Penalty 3289.630538 = -2850342.036710
  nChanged 33
		SP:Iteration 32Q (53159.550000 sec): 3 clusters
  Score: Raw -2853641.271152 + Penalty 3289.630538 = -2850351.640613
  nChanged 32
		SP:Iteration 33Q (53159.840000 sec): 3 clusters
  Score: Raw -2853653.056202 + Penalty 3289.630538 = -2850363.425663
  nChanged 43
		SP:Iteration 34Q (53160.190000 sec): 3 clusters
  Score: Raw -2853665.442252 + Penalty 3289.630538 = -2850375.811714
  nChanged 34
		SP:Iteration 35Q (53160.460000 sec): 3 clusters
  Score: Raw -2853674.429693 + Penalty 3289.630538 = -2850384.799154
  nChanged 32
		SP:Iteration 36Q (53160.770000 sec): 3 clusters
  Score: Raw -2853683.298376 + Penalty 3289.630538 = -2850393.667837
  nChanged 17
		SP:Iteration 37Q (53161.070000 sec): 3 clusters
  Score: Raw -2853688.160746 + Penalty 3289.630538 = -2850398.530208
  nChanged 17
		SP:Iteration 38Q (53161.320000 sec): 3 clusters
  Score: Raw -2853691.621613 + Penalty 3289.630538 = -2850401.991075
  nChanged 9
		SP:Iteration 39Q (53161.660000 sec): 3 clusters
  Score: Raw -2853692.729009 + Penalty 3289.630538 = -2850403.098471
  nChanged 6
		SP:Iteration 40F (53161.950000 sec): 3 clusters
  Score: Raw -2853694.007430 + Penalty 3289.630538 = -2850404.376891
  nChanged 5
		SP:Iteration 41Q (53162.280000 sec): 3 clusters
  Score: Raw -2853695.289248 + Penalty 3289.630538 = -2850405.658709
  nChanged 8
		SP:Iteration 42Q (53162.610000 sec): 3 clusters
  Score: Raw -2853696.845685 + Penalty 3289.630538 = -2850407.215146
  nChanged 5
		SP:Iteration 43Q (53162.950000 sec): 3 clusters
  Score: Raw -2853697.760895 + Penalty 3289.630538 = -2850408.130356
  nChanged 9
		SP:Iteration 44Q (53163.310000 sec): 3 clusters
  Score: Raw -2853699.201081 + Penalty 3289.630538 = -2850409.570542
  nChanged 10
		SP:Iteration 45Q (53163.640000 sec): 3 clusters
  Score: Raw -2853700.964555 + Penalty 3289.630538 = -2850411.334016
  nChanged 10
		SP:Iteration 46Q (53163.940000 sec): 3 clusters
  Score: Raw -2853702.583590 + Penalty 3289.630538 = -2850412.953051
  nChanged 7
		SP:Iteration 47Q (53164.260000 sec): 3 clusters
  Score: Raw -2853705.454638 + Penalty 3289.630538 = -2850415.824099
  nChanged 11
		SP:Iteration 48Q (53164.530000 sec): 3 clusters
  Score: Raw -2853709.112359 + Penalty 3289.630538 = -2850419.481821
  nChanged 13
		SP:Iteration 49Q (53164.880000 sec): 3 clusters
  Score: Raw -2853712.356507 + Penalty 3289.630538 = -2850422.725968
  nChanged 14
		SP:Iteration 50Q (53165.160000 sec): 3 clusters
  Score: Raw -2853716.639009 + Penalty 3289.630538 = -2850427.008471
  nChanged 14
		SP:Iteration 51Q (53165.450000 sec): 3 clusters
  Score: Raw -2853720.887581 + Penalty 3289.630538 = -2850431.257043
  nChanged 16
		SP:Iteration 52Q (53165.740000 sec): 3 clusters
  Score: Raw -2853727.088911 + Penalty 3289.630538 = -2850437.458373
  nChanged 29
		SP:Iteration 53Q (53166.090000 sec): 3 clusters
  Score: Raw -2853737.044779 + Penalty 3289.630538 = -2850447.414241
  nChanged 26
		SP:Iteration 54Q (53166.360000 sec): 3 clusters
  Score: Raw -2853744.050385 + Penalty 3289.630538 = -2850454.419847
  nChanged 29
		SP:Iteration 55Q (53166.680000 sec): 3 clusters
  Score: Raw -2853751.563750 + Penalty 3289.630538 = -2850461.933211
  nChanged 28
		SP:Iteration 56Q (53166.920000 sec): 3 clusters
  Score: Raw -2853759.917563 + Penalty 3289.630538 = -2850470.287025
  nChanged 19
		SP:Iteration 57Q (53167.220000 sec): 3 clusters
  Score: Raw -2853763.679595 + Penalty 3289.630538 = -2850474.049057
  nChanged 13
		SP:Iteration 58Q (53167.560000 sec): 3 clusters
  Score: Raw -2853766.090388 + Penalty 3289.630538 = -2850476.459849
  nChanged 10
		SP:Iteration 59Q (53167.890000 sec): 3 clusters
  Score: Raw -2853769.047925 + Penalty 3289.630538 = -2850479.417387
  nChanged 16
		SP:Iteration 60F (53168.240000 sec): 3 clusters
  Score: Raw -2853772.126145 + Penalty 3289.630538 = -2850482.495607
  nChanged 13
		SP:Iteration 61Q (53168.490000 sec): 3 clusters
  Score: Raw -2853775.506983 + Penalty 3289.630538 = -2850485.876445
  nChanged 18
		SP:Iteration 62Q (53168.790000 sec): 3 clusters
  Score: Raw -2853780.047573 + Penalty 3289.630538 = -2850490.417034
  nChanged 13
		SP:Iteration 63Q (53169.120000 sec): 3 clusters
  Score: Raw -2853782.135891 + Penalty 3289.630538 = -2850492.505353
  nChanged 12
		SP:Iteration 64Q (53169.460000 sec): 3 clusters
  Score: Raw -2853785.017051 + Penalty 3289.630538 = -2850495.386512
  nChanged 12
		SP:Iteration 65Q (53169.800000 sec): 3 clusters
  Score: Raw -2853787.562801 + Penalty 3289.630538 = -2850497.932263
  nChanged 11
		SP:Iteration 66Q (53170.140000 sec): 3 clusters
  Score: Raw -2853791.574100 + Penalty 3289.630538 = -2850501.943561
  nChanged 13
		SP:Iteration 67Q (53170.500000 sec): 3 clusters
  Score: Raw -2853793.992244 + Penalty 3289.630538 = -2850504.361705
  nChanged 7
		SP:Iteration 68Q (53170.780000 sec): 3 clusters
  Score: Raw -2853795.084239 + Penalty 3289.630538 = -2850505.453700
  nChanged 4
		SP:Iteration 69Q (53171.030000 sec): 3 clusters
  Score: Raw -2853795.708058 + Penalty 3289.630538 = -2850506.077520
  nChanged 4
		SP:Iteration 70Q (53171.340000 sec): 3 clusters
  Score: Raw -2853796.721977 + Penalty 3289.630538 = -2850507.091438
  nChanged 2
		SP:Iteration 71Q (53171.650000 sec): 3 clusters
  Score: Raw -2853797.056798 + Penalty 3289.630538 = -2850507.426259
  nChanged 5
		SP:Iteration 72Q (53171.960000 sec): 3 clusters
  Score: Raw -2853797.962244 + Penalty 3289.630538 = -2850508.331706
  nChanged 3
		SP:Iteration 73Q (53172.270000 sec): 3 clusters
  Score: Raw -2853798.666087 + Penalty 3289.630538 = -2850509.035549
  nChanged 4
		SP:Iteration 74Q (53172.560000 sec): 3 clusters
  Score: Raw -2853799.226185 + Penalty 3289.630538 = -2850509.595646
  nChanged 3
		SP:Iteration 75Q (53172.860000 sec): 3 clusters
  Score: Raw -2853799.630863 + Penalty 3289.630538 = -2850510.000325
  nChanged 2
		SP:Iteration 76Q (53173.160000 sec): 3 clusters
  Score: Raw -2853799.777630 + Penalty 3289.630538 = -2850510.147091
  nChanged 1
		SP:Iteration 77Q (53173.480000 sec): 3 clusters
  Score: Raw -2853799.877114 + Penalty 3289.630538 = -2850510.246575
  nChanged 1
		SP:Iteration 78Q (53173.810000 sec): 3 clusters
  Score: Raw -2853800.292409 + Penalty 3289.630538 = -2850510.661871
  nChanged 2
		SP:Iteration 79Q (53174.110000 sec): 3 clusters
  Score: Raw -2853800.510237 + Penalty 3289.630538 = -2850510.879699
  nChanged 1
		SP:Iteration 80F (53174.400000 sec): 3 clusters
  Score: Raw -2853800.626257 + Penalty 3289.630538 = -2850510.995718
  nChanged 1
		SP:Iteration 81Q (53174.710000 sec): 3 clusters
  Score: Raw -2853800.709053 + Penalty 3289.630538 = -2850511.078514
  nChanged 1
		SP:Iteration 82Q (53175.020000 sec): 3 clusters
  Score: Raw -2853800.841469 + Penalty 3289.630538 = -2850511.210930
  nChanged 0
		SP:Iteration 83F (53175.360000 sec): 3 clusters
  Score: Raw -2853800.841469 + Penalty 3289.630538 = -2850511.210930
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 46.
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 31 (1483 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (53175.440000 sec): 2 clusters
  Score: Raw -182191.978227 + Penalty 1186.546131 = -181005.432096
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (53175.610000 sec): 3 clusters
  Score: Raw -181655.708602 + Penalty 2373.092261 = -179282.616341
  nChanged 528
		SP:Iteration 1F (53175.770000 sec): 3 clusters
  Score: Raw -182134.141183 + Penalty 2373.092261 = -179761.048922
  nChanged 129
		SP:Iteration 2F (53175.880000 sec): 3 clusters
  Score: Raw -182249.370436 + Penalty 2373.092261 = -179876.278175
  nChanged 90
		SP:Iteration 3F (53176.030000 sec): 3 clusters
  Score: Raw -182352.757239 + Penalty 2373.092261 = -179979.664978
  nChanged 79
		SP:Iteration 4F (53176.200000 sec): 3 clusters
  Score: Raw -182454.405228 + Penalty 2373.092261 = -180081.312967
  nChanged 68
		SP:Iteration 5Q (53176.360000 sec): 3 clusters
  Score: Raw -182548.511196 + Penalty 2373.092261 = -180175.418935
  nChanged 67
		SP:Iteration 6Q (53176.540000 sec): 3 clusters
  Score: Raw -182626.798780 + Penalty 2373.092261 = -180253.706518
  nChanged 50
		SP:Iteration 7Q (53176.680000 sec): 3 clusters
  Score: Raw -182696.674680 + Penalty 2373.092261 = -180323.582419
  nChanged 44
		SP:Iteration 8Q (53176.840000 sec): 3 clusters
  Score: Raw -182775.280480 + Penalty 2373.092261 = -180402.188219
  nChanged 52
		SP:Iteration 9Q (53177.000000 sec): 3 clusters
  Score: Raw -182890.503617 + Penalty 2373.092261 = -180517.411356
  nChanged 53
		SP:Iteration 10Q (53177.160000 sec): 3 clusters
  Score: Raw -182978.442280 + Penalty 2373.092261 = -180605.350019
  nChanged 40
		SP:Iteration 11Q (53177.320000 sec): 3 clusters
  Score: Raw -183044.094460 + Penalty 2373.092261 = -180671.002199
  nChanged 35
		SP:Iteration 12Q (53177.480000 sec): 3 clusters
  Score: Raw -183111.102623 + Penalty 2373.092261 = -180738.010362
  nChanged 28
		SP:Iteration 13Q (53177.640000 sec): 3 clusters
  Score: Raw -183160.089749 + Penalty 2373.092261 = -180786.997487
  nChanged 34
		SP:Iteration 14Q (53177.800000 sec): 3 clusters
  Score: Raw -183207.550175 + Penalty 2373.092261 = -180834.457913
  nChanged 26
		SP:Iteration 15Q (53177.960000 sec): 3 clusters
  Score: Raw -183238.892420 + Penalty 2373.092261 = -180865.800159
  nChanged 15
		SP:Iteration 16Q (53178.150000 sec): 3 clusters
  Score: Raw -183266.895171 + Penalty 2373.092261 = -180893.802909
  nChanged 17
		SP:Iteration 17Q (53178.320000 sec): 3 clusters
  Score: Raw -183286.860545 + Penalty 2373.092261 = -180913.768283
  nChanged 11
		SP:Iteration 18Q (53178.510000 sec): 3 clusters
  Score: Raw -183305.260750 + Penalty 2373.092261 = -180932.168489
  nChanged 9
		SP:Iteration 19Q (53178.660000 sec): 3 clusters
  Score: Raw -183321.205254 + Penalty 2373.092261 = -180948.112993
  nChanged 13
		SP:Iteration 20F (53178.790000 sec): 3 clusters
  Score: Raw -183349.895369 + Penalty 2373.092261 = -180976.803108
  nChanged 11
		SP:Iteration 21Q (53178.920000 sec): 3 clusters
  Score: Raw -183369.243273 + Penalty 2373.092261 = -180996.151012
  nChanged 11
		SP:Iteration 22Q (53179.060000 sec): 3 clusters
  Score: Raw -183382.674560 + Penalty 2373.092261 = -181009.582299
  nChanged 9
		SP:Iteration 23Q (53179.210000 sec): 3 clusters
  Score: Raw -183393.126467 + Penalty 2373.092261 = -181020.034206
  nChanged 9
		SP:Iteration 24Q (53179.380000 sec): 3 clusters
  Score: Raw -183404.233395 + Penalty 2373.092261 = -181031.141133
  nChanged 3
		SP:Iteration 25Q (53179.550000 sec): 3 clusters
  Score: Raw -183413.245156 + Penalty 2373.092261 = -181040.152895
  nChanged 8
		SP:Iteration 26Q (53179.660000 sec): 3 clusters
  Score: Raw -183428.688256 + Penalty 2373.092261 = -181055.595994
  nChanged 8
		SP:Iteration 27Q (53179.820000 sec): 3 clusters
  Score: Raw -183437.374554 + Penalty 2373.092261 = -181064.282293
  nChanged 7
		SP:Iteration 28Q (53179.940000 sec): 3 clusters
  Score: Raw -183446.063127 + Penalty 2373.092261 = -181072.970865
  nChanged 4
		SP:Iteration 29Q (53180.080000 sec): 3 clusters
  Score: Raw -183450.203567 + Penalty 2373.092261 = -181077.111306
  nChanged 4
		SP:Iteration 30Q (53180.250000 sec): 3 clusters
  Score: Raw -183452.893247 + Penalty 2373.092261 = -181079.800986
  nChanged 4
		SP:Iteration 31Q (53180.380000 sec): 3 clusters
  Score: Raw -183455.960374 + Penalty 2373.092261 = -181082.868113
  nChanged 3
		SP:Iteration 32Q (53180.520000 sec): 3 clusters
  Score: Raw -183458.091550 + Penalty 2373.092261 = -181084.999288
  nChanged 4
		SP:Iteration 33Q (53180.660000 sec): 3 clusters
  Score: Raw -183461.595757 + Penalty 2373.092261 = -181088.503495
  nChanged 4
		SP:Iteration 34Q (53180.840000 sec): 3 clusters
  Score: Raw -183465.606832 + Penalty 2373.092261 = -181092.514570
  nChanged 2
		SP:Iteration 35Q (53181.050000 sec): 3 clusters
  Score: Raw -183466.817672 + Penalty 2373.092261 = -181093.725410
  nChanged 1
		SP:Iteration 36Q (53181.200000 sec): 3 clusters
  Score: Raw -183467.309603 + Penalty 2373.092261 = -181094.217342
  nChanged 1
		SP:Iteration 37Q (53181.340000 sec): 3 clusters
  Score: Raw -183467.797786 + Penalty 2373.092261 = -181094.705525
  nChanged 0
		SP:Iteration 38F (53181.450000 sec): 3 clusters
  Score: Raw -183467.797786 + Penalty 2373.092261 = -181094.705525
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 47.
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 32 (212 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (53181.580000 sec): 2 clusters
  Score: Raw -23924.124257 + Penalty 870.445270 = -23053.678987
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (53181.750000 sec): 3 clusters
  Score: Raw -23983.270369 + Penalty 1740.890539 = -22242.379830
  nChanged 30
		SP:Iteration 1F (53181.910000 sec): 3 clusters
  Score: Raw -24086.602876 + Penalty 1740.890539 = -22345.712337
  nChanged 6
		SP:Iteration 2Q (53182.030000 sec): 3 clusters
  Score: Raw -24103.630309 + Penalty 1740.890539 = -22362.739770
  nChanged 2
		SP:Iteration 3Q (53182.170000 sec): 3 clusters
  Score: Raw -24110.100050 + Penalty 1740.890539 = -22369.209510
  nChanged 0
		SP:Iteration 4F (53182.300000 sec): 3 clusters
  Score: Raw -24110.100050 + Penalty 1740.890539 = -22369.209510
  nChanged 0
Iteration 59Q (53243.510000 sec): 48 clusters
  Score: Raw -104613205.522161 + Penalty 104553.196384 = -104508652.325777
  nChanged 10938
Iteration 60F (53342.100000 sec): 48 clusters
  Score: Raw -104621341.664402 + Penalty 104553.196384 = -104516788.468018
  nChanged 8783
Iteration 61Q (53405.290000 sec): 48 clusters
  Score: Raw -104625433.690808 + Penalty 104553.196384 = -104520880.494424
  nChanged 5764
Iteration 62Q (53465.380000 sec): 48 clusters
  Score: Raw -104627329.334616 + Penalty 104553.196384 = -104522776.138232
  nChanged 4289
Iteration 63Q (53525.920000 sec): 48 clusters
  Score: Raw -104628424.288668 + Penalty 104553.196384 = -104523871.092284
  nChanged 3442
Iteration 64Q (53589.930000 sec): 48 clusters
  Score: Raw -104629210.836475 + Penalty 104553.196384 = -104524657.640091
  nChanged 2839
Iteration 65Q (53654.180000 sec): 48 clusters
  Score: Raw -104629826.364273 + Penalty 104553.196384 = -104525273.167889
  nChanged 2469
Iteration 66Q (53715.960000 sec): 48 clusters
  Score: Raw -104630310.266992 + Penalty 104553.196384 = -104525757.070608
  nChanged 2063
Iteration 67Q (53775.460000 sec): 48 clusters
  Score: Raw -104630664.672012 + Penalty 104553.196384 = -104526111.475628
  nChanged 1862
Iteration 68Q (53836.580000 sec): 48 clusters
  Score: Raw -104630980.302556 + Penalty 104553.196384 = -104526427.106172
  nChanged 1686
Iteration 69Q (53899.520000 sec): 48 clusters
  Score: Raw -104631251.413958 + Penalty 104553.196384 = -104526698.217574
  nChanged 1508
Iteration 70Q (53959.370000 sec): 48 clusters
  Score: Raw -104631506.260169 + Penalty 104553.196384 = -104526953.063785
  nChanged 1306
Iteration 71Q (54022.290000 sec): 48 clusters
  Score: Raw -104631734.475845 + Penalty 104553.196384 = -104527181.279461
  nChanged 1157
Iteration 72Q (54084.820000 sec): 48 clusters
  Score: Raw -104631954.568984 + Penalty 104553.196384 = -104527401.372600
  nChanged 1094
Iteration 73Q (54144.970000 sec): 48 clusters
  Score: Raw -104632170.388974 + Penalty 104553.196384 = -104527617.192590
  nChanged 1048
Iteration 74Q (54206.060000 sec): 48 clusters
  Score: Raw -104632353.714427 + Penalty 104553.196384 = -104527800.518043
  nChanged 895
Iteration 75Q (54269.780000 sec): 48 clusters
  Score: Raw -104632529.259112 + Penalty 104553.196384 = -104527976.062728
  nChanged 838
Iteration 76Q (54332.700000 sec): 48 clusters
  Score: Raw -104632643.620146 + Penalty 104553.196384 = -104528090.423762
  nChanged 751
Iteration 77Q (54394.120000 sec): 48 clusters
  Score: Raw -104632716.696219 + Penalty 104553.196384 = -104528163.499835
  nChanged 693
Iteration 78Q (54452.220000 sec): 48 clusters
  Score: Raw -104632775.319557 + Penalty 104553.196384 = -104528222.123173
  nChanged 555
Iteration 79Q (54512.440000 sec): 48 clusters
  Score: Raw -104632820.618791 + Penalty 104553.196384 = -104528267.422407
  nChanged 492
Iteration 80F (54608.980000 sec): 48 clusters
  Score: Raw -104633619.599075 + Penalty 104553.196384 = -104529066.402691
  nChanged 837
Iteration 81Q (54669.770000 sec): 48 clusters
  Score: Raw -104634829.500027 + Penalty 104553.196384 = -104530276.303643
  nChanged 1071
Iteration 82Q (54729.020000 sec): 48 clusters
  Score: Raw -104636069.419596 + Penalty 104553.196384 = -104531516.223212
  nChanged 1225
Iteration 83Q (54790.090000 sec): 48 clusters
  Score: Raw -104637240.907360 + Penalty 104553.196384 = -104532687.710976
  nChanged 1174
Iteration 84Q (54851.890000 sec): 48 clusters
  Score: Raw -104637953.627156 + Penalty 104553.196384 = -104533400.430772
  nChanged 969
Iteration 85Q (54911.940000 sec): 48 clusters
  Score: Raw -104638392.770473 + Penalty 104553.196384 = -104533839.574089
  nChanged 862
Iteration 86Q (54973.370000 sec): 48 clusters
  Score: Raw -104638733.596665 + Penalty 104553.196384 = -104534180.400281
  nChanged 728
Iteration 87Q (55035.600000 sec): 48 clusters
  Score: Raw -104638977.542647 + Penalty 104553.196384 = -104534424.346263
  nChanged 662
Iteration 88Q (55100.550000 sec): 48 clusters
  Score: Raw -104639176.050005 + Penalty 104553.196384 = -104534622.853621
  nChanged 590
Iteration 89Q (55171.240000 sec): 48 clusters
  Score: Raw -104639355.322288 + Penalty 104553.196384 = -104534802.125904
  nChanged 588
Iteration 90Q (55238.940000 sec): 48 clusters
  Score: Raw -104639493.939282 + Penalty 104553.196384 = -104534940.742898
  nChanged 546
Iteration 91Q (55299.970000 sec): 48 clusters
  Score: Raw -104639625.199954 + Penalty 104553.196384 = -104535072.003570
  nChanged 525
Iteration 92Q (55365.160000 sec): 48 clusters
  Score: Raw -104639705.669123 + Penalty 104553.196384 = -104535152.472739
  nChanged 521
Iteration 93Q (55429.560000 sec): 48 clusters
  Score: Raw -104639766.186088 + Penalty 104553.196384 = -104535212.989704
  nChanged 505
Iteration 94Q (55490.010000 sec): 48 clusters
  Score: Raw -104639811.616294 + Penalty 104553.196384 = -104535258.419910
  nChanged 470
Iteration 95Q (55551.670000 sec): 48 clusters
  Score: Raw -104639854.627504 + Penalty 104553.196384 = -104535301.431120
  nChanged 448
Iteration 96Q (55613.700000 sec): 48 clusters
  Score: Raw -104639893.361651 + Penalty 104553.196384 = -104535340.165267
  nChanged 433
Iteration 97Q (55678.970000 sec): 48 clusters
  Score: Raw -104639935.260679 + Penalty 104553.196384 = -104535382.064295
  nChanged 414
Iteration 98Q (55741.370000 sec): 48 clusters
  Score: Raw -104639968.547005 + Penalty 104553.196384 = -104535415.350621
  nChanged 373
Writing temp clu file 
Because OldScore, -104535382.064295, is greater than current (better) Score,-104535415.350621 
 Compute initial score before splitting:   Score: Raw -104639968.547005 + Penalty 104553.196384 = -104535415.350621
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 1 (410 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (55741.700000 sec): 2 clusters
  Score: Raw -38628.157856 + Penalty 977.625538 = -37650.532317
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (55741.840000 sec): 3 clusters
  Score: Raw -38628.400474 + Penalty 1955.251077 = -36673.149397
  nChanged 94
		SP:Iteration 1F (55742.000000 sec): 3 clusters
  Score: Raw -38783.890031 + Penalty 1955.251077 = -36828.638954
  nChanged 22
		SP:Iteration 2F (55742.160000 sec): 3 clusters
  Score: Raw -38829.276992 + Penalty 1955.251077 = -36874.025915
  nChanged 14
		SP:Iteration 3Q (55742.320000 sec): 3 clusters
  Score: Raw -38854.547798 + Penalty 1955.251077 = -36899.296721
  nChanged 9
		SP:Iteration 4Q (55742.480000 sec): 3 clusters
  Score: Raw -38864.868772 + Penalty 1955.251077 = -36909.617695
  nChanged 4
		SP:Iteration 5Q (55742.640000 sec): 3 clusters
  Score: Raw -38872.620632 + Penalty 1955.251077 = -36917.369555
  nChanged 2
		SP:Iteration 6Q (55742.800000 sec): 3 clusters
  Score: Raw -38875.863973 + Penalty 1955.251077 = -36920.612897
  nChanged 1
		SP:Iteration 7Q (55742.960000 sec): 3 clusters
  Score: Raw -38877.286058 + Penalty 1955.251077 = -36922.034981
  nChanged 1
		SP:Iteration 8Q (55743.120000 sec): 3 clusters
  Score: Raw -38879.791587 + Penalty 1955.251077 = -36924.540511
  nChanged 1
		SP:Iteration 9Q (55743.280000 sec): 3 clusters
  Score: Raw -38880.478587 + Penalty 1955.251077 = -36925.227510
  nChanged 1
		SP:Iteration 10Q (55743.410000 sec): 3 clusters
  Score: Raw -38882.598696 + Penalty 1955.251077 = -36927.347619
  nChanged 1
		SP:Iteration 11Q (55743.570000 sec): 3 clusters
  Score: Raw -38887.246842 + Penalty 1955.251077 = -36931.995765
  nChanged 2
		SP:Iteration 12Q (55743.780000 sec): 3 clusters
  Score: Raw -38890.807912 + Penalty 1955.251077 = -36935.556835
  nChanged 2
		SP:Iteration 13Q (55743.970000 sec): 3 clusters
  Score: Raw -38896.660120 + Penalty 1955.251077 = -36941.409043
  nChanged 2
		SP:Iteration 14Q (55744.130000 sec): 3 clusters
  Score: Raw -38900.606378 + Penalty 1955.251077 = -36945.355302
  nChanged 2
		SP:Iteration 15Q (55744.330000 sec): 3 clusters
  Score: Raw -38904.156647 + Penalty 1955.251077 = -36948.905570
  nChanged 1
		SP:Iteration 16Q (55744.460000 sec): 3 clusters
  Score: Raw -38904.986466 + Penalty 1955.251077 = -36949.735389
  nChanged 0
		SP:Iteration 17F (55744.630000 sec): 3 clusters
  Score: Raw -38904.986466 + Penalty 1955.251077 = -36949.735389
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 2 (29529 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (55744.910000 sec): 2 clusters
  Score: Raw -3615862.047569 + Penalty 1672.633318 = -3614189.414251
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (55745.310000 sec): 3 clusters
  Score: Raw -3597684.381920 + Penalty 3345.266636 = -3594339.115284
  nChanged 13504
		SP:Iteration 1F (55745.610000 sec): 3 clusters
  Score: Raw -3605270.351770 + Penalty 3345.266636 = -3601925.085134
  nChanged 1379
		SP:Iteration 2Q (55745.970000 sec): 3 clusters
  Score: Raw -3605772.679432 + Penalty 3345.266636 = -3602427.412796
  nChanged 1393
		SP:Iteration 3Q (55746.340000 sec): 3 clusters
  Score: Raw -3606291.632797 + Penalty 3345.266636 = -3602946.366161
  nChanged 1355
		SP:Iteration 4Q (55746.680000 sec): 3 clusters
  Score: Raw -3606856.311471 + Penalty 3345.266636 = -3603511.044835
  nChanged 1422
		SP:Iteration 5Q (55747.010000 sec): 3 clusters
  Score: Raw -3607540.701634 + Penalty 3345.266636 = -3604195.434998
  nChanged 1478
		SP:Iteration 6F (55747.330000 sec): 3 clusters
  Score: Raw -3608329.435573 + Penalty 3345.266636 = -3604984.168938
  nChanged 1641
		SP:Iteration 7F (55747.720000 sec): 3 clusters
  Score: Raw -3609329.752681 + Penalty 3345.266636 = -3605984.486045
  nChanged 1718
		SP:Iteration 8F (55748.070000 sec): 3 clusters
  Score: Raw -3610540.843197 + Penalty 3345.266636 = -3607195.576561
  nChanged 1616
		SP:Iteration 9F (55748.450000 sec): 3 clusters
  Score: Raw -3611748.112178 + Penalty 3345.266636 = -3608402.845542
  nChanged 1384
		SP:Iteration 10Q (55748.830000 sec): 3 clusters
  Score: Raw -3612811.983574 + Penalty 3345.266636 = -3609466.716938
  nChanged 1136
		SP:Iteration 11Q (55749.270000 sec): 3 clusters
  Score: Raw -3613629.629313 + Penalty 3345.266636 = -3610284.362677
  nChanged 901
		SP:Iteration 12Q (55749.610000 sec): 3 clusters
  Score: Raw -3614246.939801 + Penalty 3345.266636 = -3610901.673165
  nChanged 720
		SP:Iteration 13Q (55749.960000 sec): 3 clusters
  Score: Raw -3614747.570247 + Penalty 3345.266636 = -3611402.303612
  nChanged 538
		SP:Iteration 14Q (55750.320000 sec): 3 clusters
  Score: Raw -3615116.924888 + Penalty 3345.266636 = -3611771.658252
  nChanged 405
		SP:Iteration 15Q (55750.660000 sec): 3 clusters
  Score: Raw -3615402.879619 + Penalty 3345.266636 = -3612057.612983
  nChanged 298
		SP:Iteration 16Q (55750.970000 sec): 3 clusters
  Score: Raw -3615616.332114 + Penalty 3345.266636 = -3612271.065478
  nChanged 188
		SP:Iteration 17Q (55751.300000 sec): 3 clusters
  Score: Raw -3615744.174720 + Penalty 3345.266636 = -3612398.908084
  nChanged 146
		SP:Iteration 18Q (55751.610000 sec): 3 clusters
  Score: Raw -3615841.201271 + Penalty 3345.266636 = -3612495.934635
  nChanged 91
		SP:Iteration 19Q (55751.930000 sec): 3 clusters
  Score: Raw -3615900.689763 + Penalty 3345.266636 = -3612555.423127
  nChanged 71
		SP:Iteration 20F (55752.280000 sec): 3 clusters
  Score: Raw -3615947.815080 + Penalty 3345.266636 = -3612602.548444
  nChanged 52
		SP:Iteration 21Q (55752.620000 sec): 3 clusters
  Score: Raw -3615985.042876 + Penalty 3345.266636 = -3612639.776240
  nChanged 40
		SP:Iteration 22Q (55752.930000 sec): 3 clusters
  Score: Raw -3616009.974973 + Penalty 3345.266636 = -3612664.708338
  nChanged 30
		SP:Iteration 23Q (55753.270000 sec): 3 clusters
  Score: Raw -3616025.925620 + Penalty 3345.266636 = -3612680.658984
  nChanged 23
		SP:Iteration 24Q (55753.590000 sec): 3 clusters
  Score: Raw -3616038.121495 + Penalty 3345.266636 = -3612692.854859
  nChanged 17
		SP:Iteration 25Q (55753.960000 sec): 3 clusters
  Score: Raw -3616048.165104 + Penalty 3345.266636 = -3612702.898468
  nChanged 12
		SP:Iteration 26Q (55754.340000 sec): 3 clusters
  Score: Raw -3616054.843545 + Penalty 3345.266636 = -3612709.576909
  nChanged 8
		SP:Iteration 27Q (55754.680000 sec): 3 clusters
  Score: Raw -3616058.345093 + Penalty 3345.266636 = -3612713.078457
  nChanged 5
		SP:Iteration 28Q (55755.030000 sec): 3 clusters
  Score: Raw -3616060.026213 + Penalty 3345.266636 = -3612714.759578
  nChanged 4
		SP:Iteration 29Q (55755.290000 sec): 3 clusters
  Score: Raw -3616062.532851 + Penalty 3345.266636 = -3612717.266215
  nChanged 5
		SP:Iteration 30Q (55755.580000 sec): 3 clusters
  Score: Raw -3616065.165353 + Penalty 3345.266636 = -3612719.898717
  nChanged 1
		SP:Iteration 31Q (55755.900000 sec): 3 clusters
  Score: Raw -3616065.808500 + Penalty 3345.266636 = -3612720.541864
  nChanged 1
		SP:Iteration 32Q (55756.130000 sec): 3 clusters
  Score: Raw -3616067.023831 + Penalty 3345.266636 = -3612721.757195
  nChanged 5
		SP:Iteration 33Q (55756.530000 sec): 3 clusters
  Score: Raw -3616070.330714 + Penalty 3345.266636 = -3612725.064078
  nChanged 4
		SP:Iteration 34Q (55756.810000 sec): 3 clusters
  Score: Raw -3616072.675140 + Penalty 3345.266636 = -3612727.408504
  nChanged 6
		SP:Iteration 35Q (55757.130000 sec): 3 clusters
  Score: Raw -3616075.387142 + Penalty 3345.266636 = -3612730.120506
  nChanged 3
		SP:Iteration 36Q (55757.430000 sec): 3 clusters
  Score: Raw -3616077.251009 + Penalty 3345.266636 = -3612731.984373
  nChanged 3
		SP:Iteration 37Q (55757.790000 sec): 3 clusters
  Score: Raw -3616078.801016 + Penalty 3345.266636 = -3612733.534380
  nChanged 2
		SP:Iteration 38Q (55758.080000 sec): 3 clusters
  Score: Raw -3616079.531017 + Penalty 3345.266636 = -3612734.264381
  nChanged 1
		SP:Iteration 39Q (55758.390000 sec): 3 clusters
  Score: Raw -3616080.387244 + Penalty 3345.266636 = -3612735.120608
  nChanged 0
		SP:Iteration 40F (55758.730000 sec): 3 clusters
  Score: Raw -3616080.387244 + Penalty 3345.266636 = -3612735.120608
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 3 (17791 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (55758.950000 sec): 2 clusters
  Score: Raw -2139274.018575 + Penalty 1590.297798 = -2137683.720777
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (55759.210000 sec): 3 clusters
  Score: Raw -2128760.189220 + Penalty 3180.595597 = -2125579.593623
  nChanged 7941
		SP:Iteration 1F (55759.580000 sec): 3 clusters
  Score: Raw -2133455.529376 + Penalty 3180.595597 = -2130274.933779
  nChanged 1189
		SP:Iteration 2F (55759.850000 sec): 3 clusters
  Score: Raw -2134392.558370 + Penalty 3180.595597 = -2131211.962774
  nChanged 1330
		SP:Iteration 3F (55760.050000 sec): 3 clusters
  Score: Raw -2135582.511875 + Penalty 3180.595597 = -2132401.916278
  nChanged 1267
		SP:Iteration 4F (55760.280000 sec): 3 clusters
  Score: Raw -2136532.682099 + Penalty 3180.595597 = -2133352.086503
  nChanged 1085
		SP:Iteration 5F (55760.500000 sec): 3 clusters
  Score: Raw -2137133.851145 + Penalty 3180.595597 = -2133953.255548
  nChanged 914
		SP:Iteration 6F (55760.750000 sec): 3 clusters
  Score: Raw -2137624.338486 + Penalty 3180.595597 = -2134443.742889
  nChanged 760
		SP:Iteration 7Q (55761.040000 sec): 3 clusters
  Score: Raw -2138021.343668 + Penalty 3180.595597 = -2134840.748071
  nChanged 702
		SP:Iteration 8Q (55761.300000 sec): 3 clusters
  Score: Raw -2138395.357149 + Penalty 3180.595597 = -2135214.761553
  nChanged 647
		SP:Iteration 9Q (55761.530000 sec): 3 clusters
  Score: Raw -2138735.743951 + Penalty 3180.595597 = -2135555.148354
  nChanged 596
		SP:Iteration 10Q (55761.810000 sec): 3 clusters
  Score: Raw -2139008.177558 + Penalty 3180.595597 = -2135827.581961
  nChanged 483
		SP:Iteration 11Q (55762.060000 sec): 3 clusters
  Score: Raw -2139208.353567 + Penalty 3180.595597 = -2136027.757970
  nChanged 408
		SP:Iteration 12Q (55762.330000 sec): 3 clusters
  Score: Raw -2139374.259878 + Penalty 3180.595597 = -2136193.664281
  nChanged 348
		SP:Iteration 13Q (55762.630000 sec): 3 clusters
  Score: Raw -2139505.084603 + Penalty 3180.595597 = -2136324.489006
  nChanged 275
		SP:Iteration 14Q (55762.930000 sec): 3 clusters
  Score: Raw -2139615.440212 + Penalty 3180.595597 = -2136434.844615
  nChanged 242
		SP:Iteration 15Q (55763.150000 sec): 3 clusters
  Score: Raw -2139723.784571 + Penalty 3180.595597 = -2136543.188974
  nChanged 228
		SP:Iteration 16Q (55763.450000 sec): 3 clusters
  Score: Raw -2139837.036577 + Penalty 3180.595597 = -2136656.440981
  nChanged 193
		SP:Iteration 17Q (55763.630000 sec): 3 clusters
  Score: Raw -2139928.921776 + Penalty 3180.595597 = -2136748.326179
  nChanged 173
		SP:Iteration 18Q (55763.900000 sec): 3 clusters
  Score: Raw -2139996.191928 + Penalty 3180.595597 = -2136815.596331
  nChanged 148
		SP:Iteration 19Q (55764.080000 sec): 3 clusters
  Score: Raw -2140039.251169 + Penalty 3180.595597 = -2136858.655572
  nChanged 123
		SP:Iteration 20F (55764.330000 sec): 3 clusters
  Score: Raw -2140062.241373 + Penalty 3180.595597 = -2136881.645776
  nChanged 75
		SP:Iteration 21Q (55764.590000 sec): 3 clusters
  Score: Raw -2140072.532962 + Penalty 3180.595597 = -2136891.937365
  nChanged 64
		SP:Iteration 22Q (55764.780000 sec): 3 clusters
  Score: Raw -2140080.335340 + Penalty 3180.595597 = -2136899.739743
  nChanged 47
		SP:Iteration 23Q (55765.010000 sec): 3 clusters
  Score: Raw -2140087.237965 + Penalty 3180.595597 = -2136906.642368
  nChanged 61
		SP:Iteration 24Q (55765.250000 sec): 3 clusters
  Score: Raw -2140095.234571 + Penalty 3180.595597 = -2136914.638974
  nChanged 43
		SP:Iteration 25Q (55765.460000 sec): 3 clusters
  Score: Raw -2140100.944948 + Penalty 3180.595597 = -2136920.349351
  nChanged 37
		SP:Iteration 26Q (55765.700000 sec): 3 clusters
  Score: Raw -2140105.053719 + Penalty 3180.595597 = -2136924.458122
  nChanged 31
		SP:Iteration 27Q (55765.940000 sec): 3 clusters
  Score: Raw -2140109.896299 + Penalty 3180.595597 = -2136929.300702
  nChanged 34
		SP:Iteration 28Q (55766.220000 sec): 3 clusters
  Score: Raw -2140114.305084 + Penalty 3180.595597 = -2136933.709487
  nChanged 34
		SP:Iteration 29Q (55766.440000 sec): 3 clusters
  Score: Raw -2140119.053394 + Penalty 3180.595597 = -2136938.457797
  nChanged 32
		SP:Iteration 30Q (55766.650000 sec): 3 clusters
  Score: Raw -2140122.830690 + Penalty 3180.595597 = -2136942.235094
  nChanged 27
		SP:Iteration 31Q (55766.890000 sec): 3 clusters
  Score: Raw -2140125.995718 + Penalty 3180.595597 = -2136945.400121
  nChanged 22
		SP:Iteration 32Q (55767.160000 sec): 3 clusters
  Score: Raw -2140128.470864 + Penalty 3180.595597 = -2136947.875267
  nChanged 24
		SP:Iteration 33Q (55767.420000 sec): 3 clusters
  Score: Raw -2140130.706513 + Penalty 3180.595597 = -2136950.110916
  nChanged 24
		SP:Iteration 34Q (55767.670000 sec): 3 clusters
  Score: Raw -2140132.783363 + Penalty 3180.595597 = -2136952.187766
  nChanged 10
		SP:Iteration 35Q (55767.940000 sec): 3 clusters
  Score: Raw -2140133.732857 + Penalty 3180.595597 = -2136953.137260
  nChanged 9
		SP:Iteration 36Q (55768.210000 sec): 3 clusters
  Score: Raw -2140134.363590 + Penalty 3180.595597 = -2136953.767993
  nChanged 10
		SP:Iteration 37Q (55768.430000 sec): 3 clusters
  Score: Raw -2140135.018134 + Penalty 3180.595597 = -2136954.422537
  nChanged 3
		SP:Iteration 38Q (55768.700000 sec): 3 clusters
  Score: Raw -2140135.230201 + Penalty 3180.595597 = -2136954.634604
  nChanged 5
		SP:Iteration 39Q (55768.970000 sec): 3 clusters
  Score: Raw -2140135.539535 + Penalty 3180.595597 = -2136954.943938
  nChanged 2
		SP:Iteration 40F (55769.220000 sec): 3 clusters
  Score: Raw -2140135.808966 + Penalty 3180.595597 = -2136955.213369
  nChanged 1
		SP:Iteration 41Q (55769.470000 sec): 3 clusters
  Score: Raw -2140135.878330 + Penalty 3180.595597 = -2136955.282733
  nChanged 2
		SP:Iteration 42Q (55769.680000 sec): 3 clusters
  Score: Raw -2140135.951882 + Penalty 3180.595597 = -2136955.356285
  nChanged 0
		SP:Iteration 43F (55769.940000 sec): 3 clusters
  Score: Raw -2140135.951882 + Penalty 3180.595597 = -2136955.356285
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 4 (708 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (55770.040000 sec): 2 clusters
  Score: Raw -48281.319889 + Penalty 1066.397165 = -47214.922724
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (55770.200000 sec): 3 clusters
  Score: Raw -48354.915974 + Penalty 2132.794330 = -46222.121644
  nChanged 235
		SP:Iteration 1F (55770.350000 sec): 3 clusters
  Score: Raw -49640.387082 + Penalty 2132.794330 = -47507.592751
  nChanged 120
		SP:Iteration 2F (55770.490000 sec): 3 clusters
  Score: Raw -50695.585059 + Penalty 2132.794330 = -48562.790728
  nChanged 83
		SP:Iteration 3F (55770.620000 sec): 3 clusters
  Score: Raw -51516.447586 + Penalty 2132.794330 = -49383.653256
  nChanged 18
		SP:Iteration 4Q (55770.760000 sec): 3 clusters
  Score: Raw -51821.005052 + Penalty 2132.794330 = -49688.210721
  nChanged 10
		SP:Iteration 5Q (55770.920000 sec): 3 clusters
  Score: Raw -51971.850684 + Penalty 2132.794330 = -49839.056354
  nChanged 6
		SP:Iteration 6Q (55771.040000 sec): 3 clusters
  Score: Raw -52140.618928 + Penalty 2132.794330 = -50007.824597
  nChanged 7
		SP:Iteration 7Q (55771.170000 sec): 3 clusters
  Score: Raw -52448.847356 + Penalty 2132.794330 = -50316.053026
  nChanged 5
		SP:Iteration 8Q (55771.370000 sec): 3 clusters
  Score: Raw -52510.469352 + Penalty 2132.794330 = -50377.675021
  nChanged 2
		SP:Iteration 9Q (55771.550000 sec): 3 clusters
  Score: Raw -52532.232969 + Penalty 2132.794330 = -50399.438639
  nChanged 3
		SP:Iteration 10Q (55771.660000 sec): 3 clusters
  Score: Raw -52561.131134 + Penalty 2132.794330 = -50428.336803
  nChanged 1
		SP:Iteration 11Q (55771.790000 sec): 3 clusters
  Score: Raw -52564.988491 + Penalty 2132.794330 = -50432.194161
  nChanged 0
		SP:Iteration 12F (55771.920000 sec): 3 clusters
  Score: Raw -52564.988491 + Penalty 2132.794330 = -50432.194161
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 48.
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 5 (211903 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (55772.940000 sec): 2 clusters
  Score: Raw -25556721.831928 + Penalty 1992.881134 = -25554728.950793
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (55774.460000 sec): 3 clusters
  Score: Raw -25416329.198655 + Penalty 3985.762268 = -25412343.436387
  nChanged 102689
		SP:Iteration 1F (55775.850000 sec): 3 clusters
  Score: Raw -25479572.233980 + Penalty 3985.762268 = -25475586.471712
  nChanged 8943
		SP:Iteration 2Q (55777.330000 sec): 3 clusters
  Score: Raw -25482835.993957 + Penalty 3985.762268 = -25478850.231689
  nChanged 10752
		SP:Iteration 3F (55778.920000 sec): 3 clusters
  Score: Raw -25487694.188181 + Penalty 3985.762268 = -25483708.425913
  nChanged 12934
		SP:Iteration 4F (55780.250000 sec): 3 clusters
  Score: Raw -25494382.823803 + Penalty 3985.762268 = -25490397.061535
  nChanged 14296
		SP:Iteration 5F (55781.580000 sec): 3 clusters
  Score: Raw -25502556.793563 + Penalty 3985.762268 = -25498571.031295
  nChanged 14422
		SP:Iteration 6F (55783.130000 sec): 3 clusters
  Score: Raw -25511113.612721 + Penalty 3985.762268 = -25507127.850452
  nChanged 13345
		SP:Iteration 7F (55784.670000 sec): 3 clusters
  Score: Raw -25519381.588496 + Penalty 3985.762268 = -25515395.826228
  nChanged 12110
		SP:Iteration 8F (55786.200000 sec): 3 clusters
  Score: Raw -25527312.346878 + Penalty 3985.762268 = -25523326.584610
  nChanged 10844
		SP:Iteration 9F (55787.670000 sec): 3 clusters
  Score: Raw -25534822.472110 + Penalty 3985.762268 = -25530836.709842
  nChanged 9218
		SP:Iteration 10Q (55789.210000 sec): 3 clusters
  Score: Raw -25541624.771945 + Penalty 3985.762268 = -25537639.009677
  nChanged 7470
		SP:Iteration 11Q (55790.790000 sec): 3 clusters
  Score: Raw -25547542.953483 + Penalty 3985.762268 = -25543557.191215
  nChanged 5376
		SP:Iteration 12Q (55792.210000 sec): 3 clusters
  Score: Raw -25551961.293030 + Penalty 3985.762268 = -25547975.530762
  nChanged 3339
		SP:Iteration 13Q (55793.670000 sec): 3 clusters
  Score: Raw -25554695.649038 + Penalty 3985.762268 = -25550709.886770
  nChanged 1766
		SP:Iteration 14Q (55794.870000 sec): 3 clusters
  Score: Raw -25556028.093525 + Penalty 3985.762268 = -25552042.331257
  nChanged 758
		SP:Iteration 15Q (55796.160000 sec): 3 clusters
  Score: Raw -25556585.811166 + Penalty 3985.762268 = -25552600.048898
  nChanged 344
		SP:Iteration 16Q (55797.350000 sec): 3 clusters
  Score: Raw -25556819.014204 + Penalty 3985.762268 = -25552833.251936
  nChanged 191
		SP:Iteration 17Q (55798.530000 sec): 3 clusters
  Score: Raw -25556965.290925 + Penalty 3985.762268 = -25552979.528657
  nChanged 123
		SP:Iteration 18Q (55799.690000 sec): 3 clusters
  Score: Raw -25557074.710436 + Penalty 3985.762268 = -25553088.948168
  nChanged 86
		SP:Iteration 19Q (55800.990000 sec): 3 clusters
  Score: Raw -25557139.801704 + Penalty 3985.762268 = -25553154.039436
  nChanged 64
		SP:Iteration 20F (55802.270000 sec): 3 clusters
  Score: Raw -25557177.297242 + Penalty 3985.762268 = -25553191.534974
  nChanged 38
		SP:Iteration 21Q (55803.350000 sec): 3 clusters
  Score: Raw -25557200.778242 + Penalty 3985.762268 = -25553215.015974
  nChanged 34
		SP:Iteration 22Q (55804.690000 sec): 3 clusters
  Score: Raw -25557215.531896 + Penalty 3985.762268 = -25553229.769628
  nChanged 20
		SP:Iteration 23Q (55805.850000 sec): 3 clusters
  Score: Raw -25557223.862843 + Penalty 3985.762268 = -25553238.100574
  nChanged 14
		SP:Iteration 24Q (55807.140000 sec): 3 clusters
  Score: Raw -25557229.888409 + Penalty 3985.762268 = -25553244.126141
  nChanged 9
		SP:Iteration 25Q (55808.410000 sec): 3 clusters
  Score: Raw -25557234.493697 + Penalty 3985.762268 = -25553248.731429
  nChanged 13
		SP:Iteration 26Q (55809.640000 sec): 3 clusters
  Score: Raw -25557241.548266 + Penalty 3985.762268 = -25553255.785998
  nChanged 13
		SP:Iteration 27Q (55810.890000 sec): 3 clusters
  Score: Raw -25557247.049067 + Penalty 3985.762268 = -25553261.286799
  nChanged 19
		SP:Iteration 28Q (55812.220000 sec): 3 clusters
  Score: Raw -25557255.347579 + Penalty 3985.762268 = -25553269.585311
  nChanged 14
		SP:Iteration 29Q (55813.490000 sec): 3 clusters
  Score: Raw -25557259.877246 + Penalty 3985.762268 = -25553274.114978
  nChanged 7
		SP:Iteration 30Q (55814.610000 sec): 3 clusters
  Score: Raw -25557262.609050 + Penalty 3985.762268 = -25553276.846781
  nChanged 4
		SP:Iteration 31Q (55815.750000 sec): 3 clusters
  Score: Raw -25557264.663011 + Penalty 3985.762268 = -25553278.900742
  nChanged 5
		SP:Iteration 32Q (55816.940000 sec): 3 clusters
  Score: Raw -25557266.936352 + Penalty 3985.762268 = -25553281.174084
  nChanged 4
		SP:Iteration 33Q (55818.180000 sec): 3 clusters
  Score: Raw -25557268.619060 + Penalty 3985.762268 = -25553282.856792
  nChanged 3
		SP:Iteration 34Q (55819.470000 sec): 3 clusters
  Score: Raw -25557270.077699 + Penalty 3985.762268 = -25553284.315431
  nChanged 3
		SP:Iteration 35Q (55820.690000 sec): 3 clusters
  Score: Raw -25557271.702179 + Penalty 3985.762268 = -25553285.939911
  nChanged 6
		SP:Iteration 36Q (55821.990000 sec): 3 clusters
  Score: Raw -25557273.633124 + Penalty 3985.762268 = -25553287.870856
  nChanged 4
		SP:Iteration 37Q (55823.300000 sec): 3 clusters
  Score: Raw -25557276.747120 + Penalty 3985.762268 = -25553290.984852
  nChanged 6
		SP:Iteration 38Q (55824.560000 sec): 3 clusters
  Score: Raw -25557278.695401 + Penalty 3985.762268 = -25553292.933132
  nChanged 4
		SP:Iteration 39Q (55825.760000 sec): 3 clusters
  Score: Raw -25557280.333110 + Penalty 3985.762268 = -25553294.570841
  nChanged 4
		SP:Iteration 40F (55827.140000 sec): 3 clusters
  Score: Raw -25557281.730859 + Penalty 3985.762268 = -25553295.968591
  nChanged 7
		SP:Iteration 41Q (55828.360000 sec): 3 clusters
  Score: Raw -25557284.102885 + Penalty 3985.762268 = -25553298.340617
  nChanged 6
		SP:Iteration 42Q (55829.500000 sec): 3 clusters
  Score: Raw -25557285.783323 + Penalty 3985.762268 = -25553300.021055
  nChanged 2
		SP:Iteration 43Q (55830.720000 sec): 3 clusters
  Score: Raw -25557286.373776 + Penalty 3985.762268 = -25553300.611508
  nChanged 2
		SP:Iteration 44Q (55832.030000 sec): 3 clusters
  Score: Raw -25557286.670926 + Penalty 3985.762268 = -25553300.908658
  nChanged 1
		SP:Iteration 45Q (55833.280000 sec): 3 clusters
  Score: Raw -25557286.893296 + Penalty 3985.762268 = -25553301.131028
  nChanged 1
		SP:Iteration 46Q (55834.560000 sec): 3 clusters
  Score: Raw -25557287.032894 + Penalty 3985.762268 = -25553301.270626
  nChanged 0
		SP:Iteration 47F (55836.080000 sec): 3 clusters
  Score: Raw -25557287.032894 + Penalty 3985.762268 = -25553301.270626
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 6 (225 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (55836.230000 sec): 2 clusters
  Score: Raw -20281.106741 + Penalty 880.116315 = -19400.990425
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (55836.390000 sec): 3 clusters
  Score: Raw -20374.099315 + Penalty 1760.232631 = -18613.866684
  nChanged 46
		SP:Iteration 1F (55836.550000 sec): 3 clusters
  Score: Raw -20567.043254 + Penalty 1760.232631 = -18806.810624
  nChanged 20
		SP:Iteration 2F (55836.710000 sec): 3 clusters
  Score: Raw -20652.013741 + Penalty 1760.232631 = -18891.781110
  nChanged 4
		SP:Iteration 3Q (55836.870000 sec): 3 clusters
  Score: Raw -20671.363696 + Penalty 1760.232631 = -18911.131065
  nChanged 1
		SP:Iteration 4Q (55837.030000 sec): 3 clusters
  Score: Raw -20672.451346 + Penalty 1760.232631 = -18912.218715
  nChanged 0
		SP:Iteration 5F (55837.210000 sec): 3 clusters
  Score: Raw -20672.451346 + Penalty 1760.232631 = -18912.218715
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 7 (12973 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (55837.350000 sec): 2 clusters
  Score: Raw -1541107.594234 + Penalty 1538.976652 = -1539568.617581
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (55837.620000 sec): 3 clusters
  Score: Raw -1533697.753722 + Penalty 3077.953305 = -1530619.800417
  nChanged 5662
		SP:Iteration 1F (55837.810000 sec): 3 clusters
  Score: Raw -1536792.528621 + Penalty 3077.953305 = -1533714.575316
  nChanged 722
		SP:Iteration 2F (55838.060000 sec): 3 clusters
  Score: Raw -1537067.713040 + Penalty 3077.953305 = -1533989.759735
  nChanged 616
		SP:Iteration 3Q (55838.250000 sec): 3 clusters
  Score: Raw -1537293.645164 + Penalty 3077.953305 = -1534215.691859
  nChanged 523
		SP:Iteration 4Q (55838.480000 sec): 3 clusters
  Score: Raw -1537478.548726 + Penalty 3077.953305 = -1534400.595421
  nChanged 492
		SP:Iteration 5Q (55838.720000 sec): 3 clusters
  Score: Raw -1537686.286604 + Penalty 3077.953305 = -1534608.333299
  nChanged 531
		SP:Iteration 6Q (55838.940000 sec): 3 clusters
  Score: Raw -1537895.050241 + Penalty 3077.953305 = -1534817.096936
  nChanged 502
		SP:Iteration 7Q (55839.160000 sec): 3 clusters
  Score: Raw -1538099.905611 + Penalty 3077.953305 = -1535021.952306
  nChanged 453
		SP:Iteration 8Q (55839.380000 sec): 3 clusters
  Score: Raw -1538299.263560 + Penalty 3077.953305 = -1535221.310255
  nChanged 475
		SP:Iteration 9Q (55839.620000 sec): 3 clusters
  Score: Raw -1538558.771108 + Penalty 3077.953305 = -1535480.817803
  nChanged 525
		SP:Iteration 10Q (55839.840000 sec): 3 clusters
  Score: Raw -1538898.371105 + Penalty 3077.953305 = -1535820.417800
  nChanged 586
		SP:Iteration 11Q (55840.090000 sec): 3 clusters
  Score: Raw -1539364.494991 + Penalty 3077.953305 = -1536286.541686
  nChanged 578
		SP:Iteration 12Q (55840.350000 sec): 3 clusters
  Score: Raw -1539853.212973 + Penalty 3077.953305 = -1536775.259668
  nChanged 534
		SP:Iteration 13Q (55840.560000 sec): 3 clusters
  Score: Raw -1540211.345698 + Penalty 3077.953305 = -1537133.392393
  nChanged 366
		SP:Iteration 14Q (55840.800000 sec): 3 clusters
  Score: Raw -1540414.978700 + Penalty 3077.953305 = -1537337.025395
  nChanged 261
		SP:Iteration 15Q (55840.980000 sec): 3 clusters
  Score: Raw -1540533.377302 + Penalty 3077.953305 = -1537455.423997
  nChanged 185
		SP:Iteration 16Q (55841.240000 sec): 3 clusters
  Score: Raw -1540607.726804 + Penalty 3077.953305 = -1537529.773499
  nChanged 158
		SP:Iteration 17Q (55841.460000 sec): 3 clusters
  Score: Raw -1540675.655190 + Penalty 3077.953305 = -1537597.701885
  nChanged 144
		SP:Iteration 18Q (55841.660000 sec): 3 clusters
  Score: Raw -1540722.348731 + Penalty 3077.953305 = -1537644.395426
  nChanged 117
		SP:Iteration 19Q (55841.900000 sec): 3 clusters
  Score: Raw -1540755.167092 + Penalty 3077.953305 = -1537677.213787
  nChanged 82
		SP:Iteration 20F (55842.170000 sec): 3 clusters
  Score: Raw -1540772.833846 + Penalty 3077.953305 = -1537694.880541
  nChanged 57
		SP:Iteration 21Q (55842.450000 sec): 3 clusters
  Score: Raw -1540784.921704 + Penalty 3077.953305 = -1537706.968399
  nChanged 51
		SP:Iteration 22Q (55842.610000 sec): 3 clusters
  Score: Raw -1540793.984065 + Penalty 3077.953305 = -1537716.030760
  nChanged 46
		SP:Iteration 23Q (55842.860000 sec): 3 clusters
  Score: Raw -1540801.484978 + Penalty 3077.953305 = -1537723.531673
  nChanged 40
		SP:Iteration 24Q (55843.060000 sec): 3 clusters
  Score: Raw -1540809.435157 + Penalty 3077.953305 = -1537731.481852
  nChanged 51
		SP:Iteration 25Q (55843.250000 sec): 3 clusters
  Score: Raw -1540818.972654 + Penalty 3077.953305 = -1537741.019350
  nChanged 47
		SP:Iteration 26Q (55843.450000 sec): 3 clusters
  Score: Raw -1540825.851237 + Penalty 3077.953305 = -1537747.897932
  nChanged 36
		SP:Iteration 27Q (55843.660000 sec): 3 clusters
  Score: Raw -1540832.115711 + Penalty 3077.953305 = -1537754.162406
  nChanged 32
		SP:Iteration 28Q (55843.880000 sec): 3 clusters
  Score: Raw -1540837.675108 + Penalty 3077.953305 = -1537759.721803
  nChanged 31
		SP:Iteration 29Q (55844.090000 sec): 3 clusters
  Score: Raw -1540843.669651 + Penalty 3077.953305 = -1537765.716346
  nChanged 28
		SP:Iteration 30Q (55844.320000 sec): 3 clusters
  Score: Raw -1540849.030757 + Penalty 3077.953305 = -1537771.077452
  nChanged 29
		SP:Iteration 31Q (55844.480000 sec): 3 clusters
  Score: Raw -1540853.446902 + Penalty 3077.953305 = -1537775.493598
  nChanged 22
		SP:Iteration 32Q (55844.670000 sec): 3 clusters
  Score: Raw -1540855.518841 + Penalty 3077.953305 = -1537777.565536
  nChanged 13
		SP:Iteration 33Q (55844.910000 sec): 3 clusters
  Score: Raw -1540857.048922 + Penalty 3077.953305 = -1537779.095617
  nChanged 15
		SP:Iteration 34Q (55845.080000 sec): 3 clusters
  Score: Raw -1540858.568020 + Penalty 3077.953305 = -1537780.614715
  nChanged 10
		SP:Iteration 35Q (55845.310000 sec): 3 clusters
  Score: Raw -1540859.803802 + Penalty 3077.953305 = -1537781.850497
  nChanged 13
		SP:Iteration 36Q (55845.530000 sec): 3 clusters
  Score: Raw -1540861.333595 + Penalty 3077.953305 = -1537783.380290
  nChanged 11
		SP:Iteration 37Q (55845.760000 sec): 3 clusters
  Score: Raw -1540862.496404 + Penalty 3077.953305 = -1537784.543100
  nChanged 11
		SP:Iteration 38Q (55845.950000 sec): 3 clusters
  Score: Raw -1540863.881865 + Penalty 3077.953305 = -1537785.928560
  nChanged 15
		SP:Iteration 39Q (55846.230000 sec): 3 clusters
  Score: Raw -1540865.386480 + Penalty 3077.953305 = -1537787.433175
  nChanged 10
		SP:Iteration 40F (55846.410000 sec): 3 clusters
  Score: Raw -1540866.290048 + Penalty 3077.953305 = -1537788.336743
  nChanged 6
		SP:Iteration 41Q (55846.640000 sec): 3 clusters
  Score: Raw -1540866.861786 + Penalty 3077.953305 = -1537788.908481
  nChanged 6
		SP:Iteration 42Q (55846.840000 sec): 3 clusters
  Score: Raw -1540867.317426 + Penalty 3077.953305 = -1537789.364121
  nChanged 3
		SP:Iteration 43Q (55847.110000 sec): 3 clusters
  Score: Raw -1540867.451816 + Penalty 3077.953305 = -1537789.498511
  nChanged 2
		SP:Iteration 44Q (55847.260000 sec): 3 clusters
  Score: Raw -1540867.649536 + Penalty 3077.953305 = -1537789.696231
  nChanged 2
		SP:Iteration 45Q (55847.480000 sec): 3 clusters
  Score: Raw -1540867.814754 + Penalty 3077.953305 = -1537789.861449
  nChanged 7
		SP:Iteration 46Q (55847.750000 sec): 3 clusters
  Score: Raw -1540869.468511 + Penalty 3077.953305 = -1537791.515206
  nChanged 14
		SP:Iteration 47Q (55847.950000 sec): 3 clusters
  Score: Raw -1540872.224982 + Penalty 3077.953305 = -1537794.271677
  nChanged 11
		SP:Iteration 48Q (55848.180000 sec): 3 clusters
  Score: Raw -1540873.684627 + Penalty 3077.953305 = -1537795.731322
  nChanged 16
		SP:Iteration 49Q (55848.380000 sec): 3 clusters
  Score: Raw -1540875.305102 + Penalty 3077.953305 = -1537797.351797
  nChanged 12
		SP:Iteration 50Q (55848.640000 sec): 3 clusters
  Score: Raw -1540876.640222 + Penalty 3077.953305 = -1537798.686918
  nChanged 8
		SP:Iteration 51Q (55848.900000 sec): 3 clusters
  Score: Raw -1540877.703018 + Penalty 3077.953305 = -1537799.749713
  nChanged 8
		SP:Iteration 52Q (55849.100000 sec): 3 clusters
  Score: Raw -1540878.649128 + Penalty 3077.953305 = -1537800.695823
  nChanged 4
		SP:Iteration 53Q (55849.300000 sec): 3 clusters
  Score: Raw -1540879.107228 + Penalty 3077.953305 = -1537801.153923
  nChanged 2
		SP:Iteration 54Q (55849.570000 sec): 3 clusters
  Score: Raw -1540879.305777 + Penalty 3077.953305 = -1537801.352472
  nChanged 5
		SP:Iteration 55Q (55849.740000 sec): 3 clusters
  Score: Raw -1540879.947220 + Penalty 3077.953305 = -1537801.993915
  nChanged 11
		SP:Iteration 56Q (55849.960000 sec): 3 clusters
  Score: Raw -1540881.538549 + Penalty 3077.953305 = -1537803.585244
  nChanged 9
		SP:Iteration 57Q (55850.220000 sec): 3 clusters
  Score: Raw -1540883.148078 + Penalty 3077.953305 = -1537805.194773
  nChanged 10
		SP:Iteration 58Q (55850.440000 sec): 3 clusters
  Score: Raw -1540884.882741 + Penalty 3077.953305 = -1537806.929436
  nChanged 15
		SP:Iteration 59Q (55850.620000 sec): 3 clusters
  Score: Raw -1540886.834657 + Penalty 3077.953305 = -1537808.881353
  nChanged 8
		SP:Iteration 60F (55850.860000 sec): 3 clusters
  Score: Raw -1540888.078480 + Penalty 3077.953305 = -1537810.125175
  nChanged 9
		SP:Iteration 61Q (55851.060000 sec): 3 clusters
  Score: Raw -1540889.094909 + Penalty 3077.953305 = -1537811.141604
  nChanged 7
		SP:Iteration 62Q (55851.260000 sec): 3 clusters
  Score: Raw -1540889.648002 + Penalty 3077.953305 = -1537811.694697
  nChanged 2
		SP:Iteration 63Q (55851.450000 sec): 3 clusters
  Score: Raw -1540889.874182 + Penalty 3077.953305 = -1537811.920877
  nChanged 3
		SP:Iteration 64Q (55851.650000 sec): 3 clusters
  Score: Raw -1540890.178112 + Penalty 3077.953305 = -1537812.224807
  nChanged 2
		SP:Iteration 65Q (55851.880000 sec): 3 clusters
  Score: Raw -1540890.288402 + Penalty 3077.953305 = -1537812.335098
  nChanged 2
		SP:Iteration 66Q (55852.090000 sec): 3 clusters
  Score: Raw -1540890.762973 + Penalty 3077.953305 = -1537812.809668
  nChanged 3
		SP:Iteration 67Q (55852.340000 sec): 3 clusters
  Score: Raw -1540891.374482 + Penalty 3077.953305 = -1537813.421177
  nChanged 4
		SP:Iteration 68Q (55852.550000 sec): 3 clusters
  Score: Raw -1540891.940438 + Penalty 3077.953305 = -1537813.987133
  nChanged 6
		SP:Iteration 69Q (55852.740000 sec): 3 clusters
  Score: Raw -1540892.438654 + Penalty 3077.953305 = -1537814.485349
  nChanged 3
		SP:Iteration 70Q (55852.970000 sec): 3 clusters
  Score: Raw -1540892.763775 + Penalty 3077.953305 = -1537814.810471
  nChanged 0
		SP:Iteration 71F (55853.190000 sec): 3 clusters
  Score: Raw -1540892.763775 + Penalty 3077.953305 = -1537814.810471
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 8 (26017 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (55853.400000 sec): 2 clusters
  Score: Raw -3123769.073554 + Penalty 1652.057136 = -3122117.016418
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (55853.710000 sec): 3 clusters
  Score: Raw -3107730.222233 + Penalty 3304.114271 = -3104426.107962
  nChanged 11994
		SP:Iteration 1F (55854.010000 sec): 3 clusters
  Score: Raw -3114548.582462 + Penalty 3304.114271 = -3111244.468191
  nChanged 1551
		SP:Iteration 2F (55854.300000 sec): 3 clusters
  Score: Raw -3115368.616297 + Penalty 3304.114271 = -3112064.502026
  nChanged 1599
		SP:Iteration 3F (55854.600000 sec): 3 clusters
  Score: Raw -3116480.374634 + Penalty 3304.114271 = -3113176.260363
  nChanged 1840
		SP:Iteration 4F (55854.910000 sec): 3 clusters
  Score: Raw -3118184.857275 + Penalty 3304.114271 = -3114880.743004
  nChanged 2131
		SP:Iteration 5F (55855.220000 sec): 3 clusters
  Score: Raw -3120589.760675 + Penalty 3304.114271 = -3117285.646404
  nChanged 2138
		SP:Iteration 6F (55855.560000 sec): 3 clusters
  Score: Raw -3123198.468595 + Penalty 3304.114271 = -3119894.354323
  nChanged 1758
		SP:Iteration 7F (55855.870000 sec): 3 clusters
  Score: Raw -3125061.405402 + Penalty 3304.114271 = -3121757.291131
  nChanged 1199
		SP:Iteration 8Q (55856.180000 sec): 3 clusters
  Score: Raw -3126110.707984 + Penalty 3304.114271 = -3122806.593713
  nChanged 662
		SP:Iteration 9Q (55856.490000 sec): 3 clusters
  Score: Raw -3126575.659304 + Penalty 3304.114271 = -3123271.545033
  nChanged 435
		SP:Iteration 10Q (55856.800000 sec): 3 clusters
  Score: Raw -3126828.542071 + Penalty 3304.114271 = -3123524.427800
  nChanged 363
		SP:Iteration 11Q (55857.080000 sec): 3 clusters
  Score: Raw -3126992.728934 + Penalty 3304.114271 = -3123688.614663
  nChanged 275
		SP:Iteration 12Q (55857.380000 sec): 3 clusters
  Score: Raw -3127087.607267 + Penalty 3304.114271 = -3123783.492996
  nChanged 222
		SP:Iteration 13Q (55857.640000 sec): 3 clusters
  Score: Raw -3127144.423002 + Penalty 3304.114271 = -3123840.308731
  nChanged 170
		SP:Iteration 14Q (55857.960000 sec): 3 clusters
  Score: Raw -3127180.459381 + Penalty 3304.114271 = -3123876.345110
  nChanged 133
		SP:Iteration 15Q (55858.260000 sec): 3 clusters
  Score: Raw -3127205.930752 + Penalty 3304.114271 = -3123901.816481
  nChanged 123
		SP:Iteration 16Q (55858.560000 sec): 3 clusters
  Score: Raw -3127228.036778 + Penalty 3304.114271 = -3123923.922506
  nChanged 98
		SP:Iteration 17Q (55858.830000 sec): 3 clusters
  Score: Raw -3127244.047896 + Penalty 3304.114271 = -3123939.933625
  nChanged 74
		SP:Iteration 18Q (55859.150000 sec): 3 clusters
  Score: Raw -3127253.531589 + Penalty 3304.114271 = -3123949.417318
  nChanged 55
		SP:Iteration 19Q (55859.470000 sec): 3 clusters
  Score: Raw -3127259.433458 + Penalty 3304.114271 = -3123955.319187
  nChanged 37
		SP:Iteration 20F (55859.750000 sec): 3 clusters
  Score: Raw -3127262.546324 + Penalty 3304.114271 = -3123958.432053
  nChanged 34
		SP:Iteration 21Q (55860.060000 sec): 3 clusters
  Score: Raw -3127264.908138 + Penalty 3304.114271 = -3123960.793867
  nChanged 27
		SP:Iteration 22Q (55860.360000 sec): 3 clusters
  Score: Raw -3127266.901165 + Penalty 3304.114271 = -3123962.786894
  nChanged 21
		SP:Iteration 23Q (55860.680000 sec): 3 clusters
  Score: Raw -3127268.358294 + Penalty 3304.114271 = -3123964.244023
  nChanged 15
		SP:Iteration 24Q (55861.020000 sec): 3 clusters
  Score: Raw -3127269.140754 + Penalty 3304.114271 = -3123965.026482
  nChanged 7
		SP:Iteration 25Q (55861.350000 sec): 3 clusters
  Score: Raw -3127269.412495 + Penalty 3304.114271 = -3123965.298224
  nChanged 2
		SP:Iteration 26Q (55861.680000 sec): 3 clusters
  Score: Raw -3127269.487656 + Penalty 3304.114271 = -3123965.373385
  nChanged 1
		SP:Iteration 27Q (55861.960000 sec): 3 clusters
  Score: Raw -3127269.506747 + Penalty 3304.114271 = -3123965.392476
  nChanged 2
		SP:Iteration 28Q (55862.280000 sec): 3 clusters
  Score: Raw -3127269.567503 + Penalty 3304.114271 = -3123965.453232
  nChanged 1
		SP:Iteration 29Q (55862.590000 sec): 3 clusters
  Score: Raw -3127269.594172 + Penalty 3304.114271 = -3123965.479901
  nChanged 3
		SP:Iteration 30Q (55862.920000 sec): 3 clusters
  Score: Raw -3127269.705784 + Penalty 3304.114271 = -3123965.591512
  nChanged 4
		SP:Iteration 31Q (55863.170000 sec): 3 clusters
  Score: Raw -3127269.902860 + Penalty 3304.114271 = -3123965.788589
  nChanged 6
		SP:Iteration 32Q (55863.520000 sec): 3 clusters
  Score: Raw -3127270.118903 + Penalty 3304.114271 = -3123966.004632
  nChanged 5
		SP:Iteration 33Q (55863.790000 sec): 3 clusters
  Score: Raw -3127270.394618 + Penalty 3304.114271 = -3123966.280347
  nChanged 7
		SP:Iteration 34Q (55864.140000 sec): 3 clusters
  Score: Raw -3127270.927726 + Penalty 3304.114271 = -3123966.813455
  nChanged 8
		SP:Iteration 35Q (55864.470000 sec): 3 clusters
  Score: Raw -3127271.216006 + Penalty 3304.114271 = -3123967.101735
  nChanged 3
		SP:Iteration 36Q (55864.760000 sec): 3 clusters
  Score: Raw -3127271.395037 + Penalty 3304.114271 = -3123967.280766
  nChanged 4
		SP:Iteration 37Q (55865.100000 sec): 3 clusters
  Score: Raw -3127271.595525 + Penalty 3304.114271 = -3123967.481254
  nChanged 1
		SP:Iteration 38Q (55865.370000 sec): 3 clusters
  Score: Raw -3127271.633514 + Penalty 3304.114271 = -3123967.519243
  nChanged 0
		SP:Iteration 39F (55865.670000 sec): 3 clusters
  Score: Raw -3127271.633514 + Penalty 3304.114271 = -3123967.519243
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 49.
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 9 (542 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (55865.740000 sec): 2 clusters
  Score: Raw -59599.902797 + Penalty 1022.980725 = -58576.922072
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (55865.890000 sec): 3 clusters
  Score: Raw -59569.446630 + Penalty 2045.961450 = -57523.485179
  nChanged 134
		SP:Iteration 1F (55866.000000 sec): 3 clusters
  Score: Raw -59817.683562 + Penalty 2045.961450 = -57771.722111
  nChanged 52
		SP:Iteration 2F (55866.110000 sec): 3 clusters
  Score: Raw -59971.242241 + Penalty 2045.961450 = -57925.280790
  nChanged 42
		SP:Iteration 3F (55866.270000 sec): 3 clusters
  Score: Raw -60089.764232 + Penalty 2045.961450 = -58043.802782
  nChanged 27
		SP:Iteration 4Q (55866.380000 sec): 3 clusters
  Score: Raw -60157.151004 + Penalty 2045.961450 = -58111.189554
  nChanged 17
		SP:Iteration 5Q (55866.530000 sec): 3 clusters
  Score: Raw -60195.081469 + Penalty 2045.961450 = -58149.120019
  nChanged 12
		SP:Iteration 6Q (55866.700000 sec): 3 clusters
  Score: Raw -60223.442366 + Penalty 2045.961450 = -58177.480916
  nChanged 7
		SP:Iteration 7Q (55866.870000 sec): 3 clusters
  Score: Raw -60238.457303 + Penalty 2045.961450 = -58192.495853
  nChanged 5
		SP:Iteration 8Q (55867.040000 sec): 3 clusters
  Score: Raw -60248.065159 + Penalty 2045.961450 = -58202.103708
  nChanged 2
		SP:Iteration 9Q (55867.190000 sec): 3 clusters
  Score: Raw -60249.600307 + Penalty 2045.961450 = -58203.638857
  nChanged 1
		SP:Iteration 10Q (55867.320000 sec): 3 clusters
  Score: Raw -60251.631571 + Penalty 2045.961450 = -58205.670121
  nChanged 0
		SP:Iteration 11F (55867.510000 sec): 3 clusters
  Score: Raw -60251.631571 + Penalty 2045.961450 = -58205.670121
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 10 (11216 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (55867.610000 sec): 2 clusters
  Score: Raw -1267560.977621 + Penalty 1515.328199 = -1266045.649422
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (55867.820000 sec): 3 clusters
  Score: Raw -1261186.803196 + Penalty 3030.656398 = -1258156.146798
  nChanged 4912
		SP:Iteration 1F (55868.010000 sec): 3 clusters
  Score: Raw -1264120.371540 + Penalty 3030.656398 = -1261089.715142
  nChanged 796
		SP:Iteration 2F (55868.160000 sec): 3 clusters
  Score: Raw -1264637.369523 + Penalty 3030.656398 = -1261606.713125
  nChanged 713
		SP:Iteration 3F (55868.360000 sec): 3 clusters
  Score: Raw -1265096.417711 + Penalty 3030.656398 = -1262065.761313
  nChanged 602
		SP:Iteration 4F (55868.580000 sec): 3 clusters
  Score: Raw -1265449.544360 + Penalty 3030.656398 = -1262418.887962
  nChanged 576
		SP:Iteration 5F (55868.780000 sec): 3 clusters
  Score: Raw -1265797.897818 + Penalty 3030.656398 = -1262767.241420
  nChanged 521
		SP:Iteration 6Q (55869.040000 sec): 3 clusters
  Score: Raw -1266107.949379 + Penalty 3030.656398 = -1263077.292981
  nChanged 488
		SP:Iteration 7Q (55869.260000 sec): 3 clusters
  Score: Raw -1266387.754317 + Penalty 3030.656398 = -1263357.097919
  nChanged 446
		SP:Iteration 8Q (55869.440000 sec): 3 clusters
  Score: Raw -1266693.121063 + Penalty 3030.656398 = -1263662.464665
  nChanged 422
		SP:Iteration 9Q (55869.600000 sec): 3 clusters
  Score: Raw -1266993.242431 + Penalty 3030.656398 = -1263962.586033
  nChanged 408
		SP:Iteration 10Q (55869.800000 sec): 3 clusters
  Score: Raw -1267283.266935 + Penalty 3030.656398 = -1264252.610537
  nChanged 322
		SP:Iteration 11Q (55869.990000 sec): 3 clusters
  Score: Raw -1267503.081780 + Penalty 3030.656398 = -1264472.425382
  nChanged 303
		SP:Iteration 12Q (55870.250000 sec): 3 clusters
  Score: Raw -1267704.151131 + Penalty 3030.656398 = -1264673.494733
  nChanged 247
		SP:Iteration 13Q (55870.460000 sec): 3 clusters
  Score: Raw -1267865.257946 + Penalty 3030.656398 = -1264834.601548
  nChanged 258
		SP:Iteration 14Q (55870.680000 sec): 3 clusters
  Score: Raw -1268035.410930 + Penalty 3030.656398 = -1265004.754532
  nChanged 253
		SP:Iteration 15Q (55870.890000 sec): 3 clusters
  Score: Raw -1268197.320996 + Penalty 3030.656398 = -1265166.664598
  nChanged 232
		SP:Iteration 16Q (55871.110000 sec): 3 clusters
  Score: Raw -1268383.760701 + Penalty 3030.656398 = -1265353.104303
  nChanged 245
		SP:Iteration 17Q (55871.280000 sec): 3 clusters
  Score: Raw -1268590.992713 + Penalty 3030.656398 = -1265560.336315
  nChanged 227
		SP:Iteration 18Q (55871.480000 sec): 3 clusters
  Score: Raw -1268737.919652 + Penalty 3030.656398 = -1265707.263254
  nChanged 159
		SP:Iteration 19Q (55871.650000 sec): 3 clusters
  Score: Raw -1268800.203409 + Penalty 3030.656398 = -1265769.547011
  nChanged 89
		SP:Iteration 20F (55871.810000 sec): 3 clusters
  Score: Raw -1268841.930349 + Penalty 3030.656398 = -1265811.273951
  nChanged 57
		SP:Iteration 21Q (55872.000000 sec): 3 clusters
  Score: Raw -1268858.906830 + Penalty 3030.656398 = -1265828.250432
  nChanged 44
		SP:Iteration 22Q (55872.190000 sec): 3 clusters
  Score: Raw -1268869.299322 + Penalty 3030.656398 = -1265838.642924
  nChanged 38
		SP:Iteration 23Q (55872.390000 sec): 3 clusters
  Score: Raw -1268878.638021 + Penalty 3030.656398 = -1265847.981623
  nChanged 33
		SP:Iteration 24Q (55872.560000 sec): 3 clusters
  Score: Raw -1268886.411255 + Penalty 3030.656398 = -1265855.754857
  nChanged 25
		SP:Iteration 25Q (55872.810000 sec): 3 clusters
  Score: Raw -1268891.669884 + Penalty 3030.656398 = -1265861.013486
  nChanged 20
		SP:Iteration 26Q (55872.980000 sec): 3 clusters
  Score: Raw -1268896.441092 + Penalty 3030.656398 = -1265865.784694
  nChanged 17
		SP:Iteration 27Q (55873.150000 sec): 3 clusters
  Score: Raw -1268900.283845 + Penalty 3030.656398 = -1265869.627447
  nChanged 18
		SP:Iteration 28Q (55873.370000 sec): 3 clusters
  Score: Raw -1268906.160555 + Penalty 3030.656398 = -1265875.504157
  nChanged 22
		SP:Iteration 29Q (55873.590000 sec): 3 clusters
  Score: Raw -1268911.928750 + Penalty 3030.656398 = -1265881.272352
  nChanged 22
		SP:Iteration 30Q (55873.790000 sec): 3 clusters
  Score: Raw -1268918.811428 + Penalty 3030.656398 = -1265888.155030
  nChanged 24
		SP:Iteration 31Q (55874.010000 sec): 3 clusters
  Score: Raw -1268925.677962 + Penalty 3030.656398 = -1265895.021564
  nChanged 17
		SP:Iteration 32Q (55874.140000 sec): 3 clusters
  Score: Raw -1268931.115463 + Penalty 3030.656398 = -1265900.459065
  nChanged 15
		SP:Iteration 33Q (55874.340000 sec): 3 clusters
  Score: Raw -1268934.133035 + Penalty 3030.656398 = -1265903.476637
  nChanged 10
		SP:Iteration 34Q (55874.530000 sec): 3 clusters
  Score: Raw -1268935.788935 + Penalty 3030.656398 = -1265905.132537
  nChanged 4
		SP:Iteration 35Q (55874.730000 sec): 3 clusters
  Score: Raw -1268936.510524 + Penalty 3030.656398 = -1265905.854126
  nChanged 5
		SP:Iteration 36Q (55874.950000 sec): 3 clusters
  Score: Raw -1268937.407343 + Penalty 3030.656398 = -1265906.750945
  nChanged 5
		SP:Iteration 37Q (55875.080000 sec): 3 clusters
  Score: Raw -1268938.359784 + Penalty 3030.656398 = -1265907.703386
  nChanged 4
		SP:Iteration 38Q (55875.250000 sec): 3 clusters
  Score: Raw -1268938.906018 + Penalty 3030.656398 = -1265908.249620
  nChanged 3
		SP:Iteration 39Q (55875.470000 sec): 3 clusters
  Score: Raw -1268939.778884 + Penalty 3030.656398 = -1265909.122486
  nChanged 9
		SP:Iteration 40F (55875.720000 sec): 3 clusters
  Score: Raw -1268942.566701 + Penalty 3030.656398 = -1265911.910303
  nChanged 9
		SP:Iteration 41Q (55875.870000 sec): 3 clusters
  Score: Raw -1268945.623362 + Penalty 3030.656398 = -1265914.966964
  nChanged 6
		SP:Iteration 42Q (55876.100000 sec): 3 clusters
  Score: Raw -1268947.114102 + Penalty 3030.656398 = -1265916.457704
  nChanged 8
		SP:Iteration 43Q (55876.250000 sec): 3 clusters
  Score: Raw -1268949.334048 + Penalty 3030.656398 = -1265918.677650
  nChanged 7
		SP:Iteration 44Q (55876.440000 sec): 3 clusters
  Score: Raw -1268951.462726 + Penalty 3030.656398 = -1265920.806328
  nChanged 7
		SP:Iteration 45Q (55876.630000 sec): 3 clusters
  Score: Raw -1268952.734472 + Penalty 3030.656398 = -1265922.078074
  nChanged 7
		SP:Iteration 46Q (55876.770000 sec): 3 clusters
  Score: Raw -1268953.874601 + Penalty 3030.656398 = -1265923.218203
  nChanged 3
		SP:Iteration 47Q (55876.990000 sec): 3 clusters
  Score: Raw -1268954.804330 + Penalty 3030.656398 = -1265924.147932
  nChanged 6
		SP:Iteration 48Q (55877.260000 sec): 3 clusters
  Score: Raw -1268955.923363 + Penalty 3030.656398 = -1265925.266965
  nChanged 7
		SP:Iteration 49Q (55877.430000 sec): 3 clusters
  Score: Raw -1268957.060650 + Penalty 3030.656398 = -1265926.404252
  nChanged 9
		SP:Iteration 50Q (55877.580000 sec): 3 clusters
  Score: Raw -1268958.591941 + Penalty 3030.656398 = -1265927.935543
  nChanged 10
		SP:Iteration 51Q (55877.810000 sec): 3 clusters
  Score: Raw -1268961.089726 + Penalty 3030.656398 = -1265930.433328
  nChanged 10
		SP:Iteration 52Q (55877.980000 sec): 3 clusters
  Score: Raw -1268963.230175 + Penalty 3030.656398 = -1265932.573777
  nChanged 7
		SP:Iteration 53Q (55878.190000 sec): 3 clusters
  Score: Raw -1268964.425456 + Penalty 3030.656398 = -1265933.769058
  nChanged 3
		SP:Iteration 54Q (55878.380000 sec): 3 clusters
  Score: Raw -1268964.836439 + Penalty 3030.656398 = -1265934.180041
  nChanged 4
		SP:Iteration 55Q (55878.600000 sec): 3 clusters
  Score: Raw -1268965.592336 + Penalty 3030.656398 = -1265934.935938
  nChanged 7
		SP:Iteration 56Q (55878.780000 sec): 3 clusters
  Score: Raw -1268966.537790 + Penalty 3030.656398 = -1265935.881392
  nChanged 2
		SP:Iteration 57Q (55878.990000 sec): 3 clusters
  Score: Raw -1268966.781844 + Penalty 3030.656398 = -1265936.125446
  nChanged 1
		SP:Iteration 58Q (55879.220000 sec): 3 clusters
  Score: Raw -1268966.940038 + Penalty 3030.656398 = -1265936.283640
  nChanged 2
		SP:Iteration 59Q (55879.380000 sec): 3 clusters
  Score: Raw -1268967.481868 + Penalty 3030.656398 = -1265936.825470
  nChanged 4
		SP:Iteration 60F (55879.580000 sec): 3 clusters
  Score: Raw -1268968.044182 + Penalty 3030.656398 = -1265937.387784
  nChanged 3
		SP:Iteration 61Q (55879.720000 sec): 3 clusters
  Score: Raw -1268968.529144 + Penalty 3030.656398 = -1265937.872746
  nChanged 1
		SP:Iteration 62Q (55879.980000 sec): 3 clusters
  Score: Raw -1268968.672832 + Penalty 3030.656398 = -1265938.016434
  nChanged 0
		SP:Iteration 63F (55880.120000 sec): 3 clusters
  Score: Raw -1268968.672832 + Penalty 3030.656398 = -1265938.016434
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 11 (1257 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (55880.240000 sec): 2 clusters
  Score: Raw -144922.532026 + Penalty 1159.678521 = -143762.853505
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (55880.330000 sec): 3 clusters
  Score: Raw -144571.884527 + Penalty 2319.357043 = -142252.527484
  nChanged 398
		SP:Iteration 1F (55880.490000 sec): 3 clusters
  Score: Raw -144971.182950 + Penalty 2319.357043 = -142651.825907
  nChanged 113
		SP:Iteration 2F (55880.640000 sec): 3 clusters
  Score: Raw -145095.029848 + Penalty 2319.357043 = -142775.672805
  nChanged 64
		SP:Iteration 3F (55880.800000 sec): 3 clusters
  Score: Raw -145162.567545 + Penalty 2319.357043 = -142843.210502
  nChanged 46
		SP:Iteration 4Q (55880.900000 sec): 3 clusters
  Score: Raw -145215.235879 + Penalty 2319.357043 = -142895.878836
  nChanged 38
		SP:Iteration 5Q (55881.030000 sec): 3 clusters
  Score: Raw -145259.232224 + Penalty 2319.357043 = -142939.875182
  nChanged 27
		SP:Iteration 6Q (55881.200000 sec): 3 clusters
  Score: Raw -145293.623897 + Penalty 2319.357043 = -142974.266854
  nChanged 26
		SP:Iteration 7Q (55881.380000 sec): 3 clusters
  Score: Raw -145331.849121 + Penalty 2319.357043 = -143012.492078
  nChanged 35
		SP:Iteration 8Q (55881.550000 sec): 3 clusters
  Score: Raw -145382.728242 + Penalty 2319.357043 = -143063.371199
  nChanged 38
		SP:Iteration 9Q (55881.690000 sec): 3 clusters
  Score: Raw -145433.866426 + Penalty 2319.357043 = -143114.509383
  nChanged 38
		SP:Iteration 10Q (55881.900000 sec): 3 clusters
  Score: Raw -145488.787801 + Penalty 2319.357043 = -143169.430759
  nChanged 45
		SP:Iteration 11Q (55882.000000 sec): 3 clusters
  Score: Raw -145541.442862 + Penalty 2319.357043 = -143222.085819
  nChanged 38
		SP:Iteration 12Q (55882.100000 sec): 3 clusters
  Score: Raw -145589.229440 + Penalty 2319.357043 = -143269.872397
  nChanged 31
		SP:Iteration 13Q (55882.240000 sec): 3 clusters
  Score: Raw -145633.206086 + Penalty 2319.357043 = -143313.849043
  nChanged 21
		SP:Iteration 14Q (55882.340000 sec): 3 clusters
  Score: Raw -145656.829106 + Penalty 2319.357043 = -143337.472064
  nChanged 17
		SP:Iteration 15Q (55882.480000 sec): 3 clusters
  Score: Raw -145676.813311 + Penalty 2319.357043 = -143357.456269
  nChanged 12
		SP:Iteration 16Q (55882.610000 sec): 3 clusters
  Score: Raw -145687.888145 + Penalty 2319.357043 = -143368.531102
  nChanged 8
		SP:Iteration 17Q (55882.780000 sec): 3 clusters
  Score: Raw -145696.379269 + Penalty 2319.357043 = -143377.022226
  nChanged 7
		SP:Iteration 18Q (55882.960000 sec): 3 clusters
  Score: Raw -145703.613051 + Penalty 2319.357043 = -143384.256008
  nChanged 7
		SP:Iteration 19Q (55883.090000 sec): 3 clusters
  Score: Raw -145712.840619 + Penalty 2319.357043 = -143393.483576
  nChanged 6
		SP:Iteration 20F (55883.230000 sec): 3 clusters
  Score: Raw -145716.745219 + Penalty 2319.357043 = -143397.388176
  nChanged 3
		SP:Iteration 21Q (55883.320000 sec): 3 clusters
  Score: Raw -145720.202545 + Penalty 2319.357043 = -143400.845502
  nChanged 2
		SP:Iteration 22Q (55883.450000 sec): 3 clusters
  Score: Raw -145721.730820 + Penalty 2319.357043 = -143402.373777
  nChanged 1
		SP:Iteration 23Q (55883.590000 sec): 3 clusters
  Score: Raw -145722.224718 + Penalty 2319.357043 = -143402.867675
  nChanged 1
		SP:Iteration 24Q (55883.680000 sec): 3 clusters
  Score: Raw -145723.216388 + Penalty 2319.357043 = -143403.859345
  nChanged 3
		SP:Iteration 25Q (55883.780000 sec): 3 clusters
  Score: Raw -145725.379412 + Penalty 2319.357043 = -143406.022369
  nChanged 3
		SP:Iteration 26Q (55883.870000 sec): 3 clusters
  Score: Raw -145727.341687 + Penalty 2319.357043 = -143407.984644
  nChanged 1
		SP:Iteration 27Q (55883.970000 sec): 3 clusters
  Score: Raw -145728.091951 + Penalty 2319.357043 = -143408.734908
  nChanged 0
		SP:Iteration 28F (55884.110000 sec): 3 clusters
  Score: Raw -145728.091951 + Penalty 2319.357043 = -143408.734908
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 12 (502 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (55884.150000 sec): 2 clusters
  Score: Raw -60916.023429 + Penalty 1010.522519 = -59905.500909
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (55884.280000 sec): 3 clusters
  Score: Raw -60861.042132 + Penalty 2021.045039 = -58839.997093
  nChanged 100
		SP:Iteration 1F (55884.420000 sec): 3 clusters
  Score: Raw -60986.646713 + Penalty 2021.045039 = -58965.601674
  nChanged 24
		SP:Iteration 2Q (55884.550000 sec): 3 clusters
  Score: Raw -61032.421775 + Penalty 2021.045039 = -59011.376736
  nChanged 14
		SP:Iteration 3Q (55884.690000 sec): 3 clusters
  Score: Raw -61063.001693 + Penalty 2021.045039 = -59041.956654
  nChanged 6
		SP:Iteration 4Q (55884.840000 sec): 3 clusters
  Score: Raw -61072.431658 + Penalty 2021.045039 = -59051.386619
  nChanged 3
		SP:Iteration 5Q (55884.950000 sec): 3 clusters
  Score: Raw -61076.473643 + Penalty 2021.045039 = -59055.428604
  nChanged 2
		SP:Iteration 6Q (55885.090000 sec): 3 clusters
  Score: Raw -61078.769775 + Penalty 2021.045039 = -59057.724736
  nChanged 0
		SP:Iteration 7F (55885.260000 sec): 3 clusters
  Score: Raw -61078.769775 + Penalty 2021.045039 = -59057.724736
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 13 (565 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (55885.320000 sec): 2 clusters
  Score: Raw -69183.966646 + Penalty 1029.734181 = -68154.232465
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (55885.420000 sec): 3 clusters
  Score: Raw -69096.707013 + Penalty 2059.468363 = -67037.238651
  nChanged 138
		SP:Iteration 1F (55885.610000 sec): 3 clusters
  Score: Raw -69306.606156 + Penalty 2059.468363 = -67247.137793
  nChanged 34
		SP:Iteration 2F (55885.730000 sec): 3 clusters
  Score: Raw -69381.714017 + Penalty 2059.468363 = -67322.245654
  nChanged 32
		SP:Iteration 3F (55885.870000 sec): 3 clusters
  Score: Raw -69443.267268 + Penalty 2059.468363 = -67383.798905
  nChanged 10
		SP:Iteration 4Q (55886.020000 sec): 3 clusters
  Score: Raw -69462.549499 + Penalty 2059.468363 = -67403.081136
  nChanged 8
		SP:Iteration 5Q (55886.180000 sec): 3 clusters
  Score: Raw -69474.405418 + Penalty 2059.468363 = -67414.937056
  nChanged 3
		SP:Iteration 6Q (55886.340000 sec): 3 clusters
  Score: Raw -69477.960042 + Penalty 2059.468363 = -67418.491679
  nChanged 4
		SP:Iteration 7Q (55886.490000 sec): 3 clusters
  Score: Raw -69485.805313 + Penalty 2059.468363 = -67426.336950
  nChanged 4
		SP:Iteration 8Q (55886.650000 sec): 3 clusters
  Score: Raw -69493.659403 + Penalty 2059.468363 = -67434.191040
  nChanged 4
		SP:Iteration 9Q (55886.810000 sec): 3 clusters
  Score: Raw -69499.344489 + Penalty 2059.468363 = -67439.876126
  nChanged 2
		SP:Iteration 10Q (55886.970000 sec): 3 clusters
  Score: Raw -69501.275877 + Penalty 2059.468363 = -67441.807515
  nChanged 0
		SP:Iteration 11F (55887.130000 sec): 3 clusters
  Score: Raw -69501.275877 + Penalty 2059.468363 = -67441.807515
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 14 (358 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (55887.190000 sec): 2 clusters
  Score: Raw -37813.926190 + Penalty 955.586610 = -36858.339580
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (55887.350000 sec): 3 clusters
  Score: Raw -37839.821982 + Penalty 1911.173221 = -35928.648761
  nChanged 83
		SP:Iteration 1F (55887.520000 sec): 3 clusters
  Score: Raw -38030.537734 + Penalty 1911.173221 = -36119.364513
  nChanged 25
		SP:Iteration 2F (55887.660000 sec): 3 clusters
  Score: Raw -38134.351750 + Penalty 1911.173221 = -36223.178530
  nChanged 14
		SP:Iteration 3Q (55887.760000 sec): 3 clusters
  Score: Raw -38163.895699 + Penalty 1911.173221 = -36252.722478
  nChanged 9
		SP:Iteration 4Q (55887.850000 sec): 3 clusters
  Score: Raw -38180.428960 + Penalty 1911.173221 = -36269.255740
  nChanged 3
		SP:Iteration 5Q (55887.990000 sec): 3 clusters
  Score: Raw -38193.031832 + Penalty 1911.173221 = -36281.858612
  nChanged 4
		SP:Iteration 6Q (55888.100000 sec): 3 clusters
  Score: Raw -38215.658032 + Penalty 1911.173221 = -36304.484811
  nChanged 3
		SP:Iteration 7Q (55888.270000 sec): 3 clusters
  Score: Raw -38248.273794 + Penalty 1911.173221 = -36337.100574
  nChanged 3
		SP:Iteration 8Q (55888.410000 sec): 3 clusters
  Score: Raw -38257.026735 + Penalty 1911.173221 = -36345.853514
  nChanged 1
		SP:Iteration 9Q (55888.540000 sec): 3 clusters
  Score: Raw -38260.399374 + Penalty 1911.173221 = -36349.226154
  nChanged 3
		SP:Iteration 10Q (55888.670000 sec): 3 clusters
  Score: Raw -38272.689783 + Penalty 1911.173221 = -36361.516563
  nChanged 3
		SP:Iteration 11Q (55888.800000 sec): 3 clusters
  Score: Raw -38278.575168 + Penalty 1911.173221 = -36367.401947
  nChanged 3
		SP:Iteration 12Q (55888.940000 sec): 3 clusters
  Score: Raw -38285.761423 + Penalty 1911.173221 = -36374.588202
  nChanged 4
		SP:Iteration 13Q (55889.080000 sec): 3 clusters
  Score: Raw -38300.024935 + Penalty 1911.173221 = -36388.851714
  nChanged 1
		SP:Iteration 14Q (55889.210000 sec): 3 clusters
  Score: Raw -38301.223760 + Penalty 1911.173221 = -36390.050539
  nChanged 2
		SP:Iteration 15Q (55889.350000 sec): 3 clusters
  Score: Raw -38308.170799 + Penalty 1911.173221 = -36396.997579
  nChanged 3
		SP:Iteration 16Q (55889.480000 sec): 3 clusters
  Score: Raw -38312.071963 + Penalty 1911.173221 = -36400.898743
  nChanged 3
		SP:Iteration 17Q (55889.660000 sec): 3 clusters
  Score: Raw -38316.883820 + Penalty 1911.173221 = -36405.710599
  nChanged 3
		SP:Iteration 18Q (55889.840000 sec): 3 clusters
  Score: Raw -38329.060298 + Penalty 1911.173221 = -36417.887077
  nChanged 2
		SP:Iteration 19Q (55889.970000 sec): 3 clusters
  Score: Raw -38343.179454 + Penalty 1911.173221 = -36432.006234
  nChanged 0
		SP:Iteration 20F (55890.170000 sec): 3 clusters
  Score: Raw -38343.179454 + Penalty 1911.173221 = -36432.006234
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 15 (6598 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (55890.310000 sec): 2 clusters
  Score: Raw -800487.964768 + Penalty 1429.109801 = -799058.854967
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (55890.460000 sec): 3 clusters
  Score: Raw -796935.373496 + Penalty 2858.219602 = -794077.153894
  nChanged 2695
		SP:Iteration 1F (55890.690000 sec): 3 clusters
  Score: Raw -798420.158309 + Penalty 2858.219602 = -795561.938707
  nChanged 443
		SP:Iteration 2F (55890.920000 sec): 3 clusters
  Score: Raw -798624.746816 + Penalty 2858.219602 = -795766.527214
  nChanged 326
		SP:Iteration 3Q (55891.160000 sec): 3 clusters
  Score: Raw -798783.884220 + Penalty 2858.219602 = -795925.664618
  nChanged 281
		SP:Iteration 4Q (55891.370000 sec): 3 clusters
  Score: Raw -798927.276595 + Penalty 2858.219602 = -796069.056993
  nChanged 270
		SP:Iteration 5Q (55891.530000 sec): 3 clusters
  Score: Raw -799099.155977 + Penalty 2858.219602 = -796240.936375
  nChanged 309
		SP:Iteration 6Q (55891.730000 sec): 3 clusters
  Score: Raw -799291.555704 + Penalty 2858.219602 = -796433.336103
  nChanged 302
		SP:Iteration 7Q (55891.840000 sec): 3 clusters
  Score: Raw -799541.083653 + Penalty 2858.219602 = -796682.864051
  nChanged 356
		SP:Iteration 8F (55892.100000 sec): 3 clusters
  Score: Raw -799859.864832 + Penalty 2858.219602 = -797001.645230
  nChanged 360
		SP:Iteration 9F (55892.310000 sec): 3 clusters
  Score: Raw -800159.141019 + Penalty 2858.219602 = -797300.921417
  nChanged 299
		SP:Iteration 10Q (55892.460000 sec): 3 clusters
  Score: Raw -800346.477919 + Penalty 2858.219602 = -797488.258318
  nChanged 231
		SP:Iteration 11Q (55892.690000 sec): 3 clusters
  Score: Raw -800466.875234 + Penalty 2858.219602 = -797608.655632
  nChanged 180
		SP:Iteration 12Q (55892.870000 sec): 3 clusters
  Score: Raw -800544.466145 + Penalty 2858.219602 = -797686.246543
  nChanged 120
		SP:Iteration 13Q (55893.040000 sec): 3 clusters
  Score: Raw -800585.820463 + Penalty 2858.219602 = -797727.600861
  nChanged 81
		SP:Iteration 14Q (55893.150000 sec): 3 clusters
  Score: Raw -800611.436226 + Penalty 2858.219602 = -797753.216624
  nChanged 57
		SP:Iteration 15Q (55893.350000 sec): 3 clusters
  Score: Raw -800627.732506 + Penalty 2858.219602 = -797769.512904
  nChanged 49
		SP:Iteration 16Q (55893.520000 sec): 3 clusters
  Score: Raw -800647.034000 + Penalty 2858.219602 = -797788.814398
  nChanged 65
		SP:Iteration 17Q (55893.710000 sec): 3 clusters
  Score: Raw -800667.358316 + Penalty 2858.219602 = -797809.138714
  nChanged 50
		SP:Iteration 18Q (55893.900000 sec): 3 clusters
  Score: Raw -800680.348610 + Penalty 2858.219602 = -797822.129008
  nChanged 40
		SP:Iteration 19Q (55894.090000 sec): 3 clusters
  Score: Raw -800691.692318 + Penalty 2858.219602 = -797833.472716
  nChanged 36
		SP:Iteration 20F (55894.280000 sec): 3 clusters
  Score: Raw -800703.833514 + Penalty 2858.219602 = -797845.613912
  nChanged 42
		SP:Iteration 21Q (55894.460000 sec): 3 clusters
  Score: Raw -800717.748531 + Penalty 2858.219602 = -797859.528929
  nChanged 42
		SP:Iteration 22Q (55894.630000 sec): 3 clusters
  Score: Raw -800729.248908 + Penalty 2858.219602 = -797871.029306
  nChanged 42
		SP:Iteration 23Q (55894.800000 sec): 3 clusters
  Score: Raw -800738.275808 + Penalty 2858.219602 = -797880.056206
  nChanged 36
		SP:Iteration 24Q (55894.970000 sec): 3 clusters
  Score: Raw -800747.038488 + Penalty 2858.219602 = -797888.818886
  nChanged 29
		SP:Iteration 25Q (55895.140000 sec): 3 clusters
  Score: Raw -800753.121734 + Penalty 2858.219602 = -797894.902132
  nChanged 28
		SP:Iteration 26Q (55895.360000 sec): 3 clusters
  Score: Raw -800759.748339 + Penalty 2858.219602 = -797901.528737
  nChanged 28
		SP:Iteration 27Q (55895.550000 sec): 3 clusters
  Score: Raw -800766.563186 + Penalty 2858.219602 = -797908.343584
  nChanged 25
		SP:Iteration 28Q (55895.790000 sec): 3 clusters
  Score: Raw -800772.254651 + Penalty 2858.219602 = -797914.035049
  nChanged 25
		SP:Iteration 29Q (55895.970000 sec): 3 clusters
  Score: Raw -800777.095857 + Penalty 2858.219602 = -797918.876255
  nChanged 27
		SP:Iteration 30Q (55896.170000 sec): 3 clusters
  Score: Raw -800783.120690 + Penalty 2858.219602 = -797924.901088
  nChanged 29
		SP:Iteration 31Q (55896.340000 sec): 3 clusters
  Score: Raw -800790.346695 + Penalty 2858.219602 = -797932.127093
  nChanged 41
		SP:Iteration 32Q (55896.570000 sec): 3 clusters
  Score: Raw -800802.032702 + Penalty 2858.219602 = -797943.813101
  nChanged 44
		SP:Iteration 33Q (55896.710000 sec): 3 clusters
  Score: Raw -800814.447202 + Penalty 2858.219602 = -797956.227601
  nChanged 32
		SP:Iteration 34Q (55896.920000 sec): 3 clusters
  Score: Raw -800821.545023 + Penalty 2858.219602 = -797963.325421
  nChanged 23
		SP:Iteration 35Q (55897.070000 sec): 3 clusters
  Score: Raw -800826.133712 + Penalty 2858.219602 = -797967.914110
  nChanged 23
		SP:Iteration 36Q (55897.290000 sec): 3 clusters
  Score: Raw -800831.312572 + Penalty 2858.219602 = -797973.092970
  nChanged 19
		SP:Iteration 37Q (55897.490000 sec): 3 clusters
  Score: Raw -800835.808520 + Penalty 2858.219602 = -797977.588918
  nChanged 20
		SP:Iteration 38Q (55897.680000 sec): 3 clusters
  Score: Raw -800839.878785 + Penalty 2858.219602 = -797981.659183
  nChanged 22
		SP:Iteration 39Q (55897.850000 sec): 3 clusters
  Score: Raw -800844.135175 + Penalty 2858.219602 = -797985.915573
  nChanged 18
		SP:Iteration 40F (55898.080000 sec): 3 clusters
  Score: Raw -800847.363037 + Penalty 2858.219602 = -797989.143435
  nChanged 17
		SP:Iteration 41Q (55898.270000 sec): 3 clusters
  Score: Raw -800850.486034 + Penalty 2858.219602 = -797992.266432
  nChanged 17
		SP:Iteration 42Q (55898.430000 sec): 3 clusters
  Score: Raw -800853.962737 + Penalty 2858.219602 = -797995.743136
  nChanged 16
		SP:Iteration 43Q (55898.630000 sec): 3 clusters
  Score: Raw -800857.241312 + Penalty 2858.219602 = -797999.021710
  nChanged 20
		SP:Iteration 44Q (55898.800000 sec): 3 clusters
  Score: Raw -800861.485667 + Penalty 2858.219602 = -798003.266065
  nChanged 18
		SP:Iteration 45Q (55898.940000 sec): 3 clusters
  Score: Raw -800865.146684 + Penalty 2858.219602 = -798006.927082
  nChanged 12
		SP:Iteration 46Q (55899.110000 sec): 3 clusters
  Score: Raw -800867.925258 + Penalty 2858.219602 = -798009.705656
  nChanged 17
		SP:Iteration 47Q (55899.350000 sec): 3 clusters
  Score: Raw -800872.299681 + Penalty 2858.219602 = -798014.080079
  nChanged 18
		SP:Iteration 48Q (55899.510000 sec): 3 clusters
  Score: Raw -800876.220087 + Penalty 2858.219602 = -798018.000485
  nChanged 16
		SP:Iteration 49Q (55899.680000 sec): 3 clusters
  Score: Raw -800879.809760 + Penalty 2858.219602 = -798021.590158
  nChanged 13
		SP:Iteration 50Q (55899.890000 sec): 3 clusters
  Score: Raw -800882.464360 + Penalty 2858.219602 = -798024.244758
  nChanged 9
		SP:Iteration 51Q (55900.080000 sec): 3 clusters
  Score: Raw -800883.751750 + Penalty 2858.219602 = -798025.532148
  nChanged 5
		SP:Iteration 52Q (55900.270000 sec): 3 clusters
  Score: Raw -800884.468789 + Penalty 2858.219602 = -798026.249187
  nChanged 9
		SP:Iteration 53Q (55900.510000 sec): 3 clusters
  Score: Raw -800886.146597 + Penalty 2858.219602 = -798027.926995
  nChanged 12
		SP:Iteration 54Q (55900.640000 sec): 3 clusters
  Score: Raw -800888.571824 + Penalty 2858.219602 = -798030.352222
  nChanged 11
		SP:Iteration 55Q (55900.840000 sec): 3 clusters
  Score: Raw -800890.635127 + Penalty 2858.219602 = -798032.415525
  nChanged 10
		SP:Iteration 56Q (55901.050000 sec): 3 clusters
  Score: Raw -800892.464684 + Penalty 2858.219602 = -798034.245083
  nChanged 13
		SP:Iteration 57Q (55901.250000 sec): 3 clusters
  Score: Raw -800895.536161 + Penalty 2858.219602 = -798037.316559
  nChanged 15
		SP:Iteration 58Q (55901.420000 sec): 3 clusters
  Score: Raw -800899.291640 + Penalty 2858.219602 = -798041.072038
  nChanged 14
		SP:Iteration 59Q (55901.580000 sec): 3 clusters
  Score: Raw -800902.468394 + Penalty 2858.219602 = -798044.248792
  nChanged 15
		SP:Iteration 60F (55901.790000 sec): 3 clusters
  Score: Raw -800905.885676 + Penalty 2858.219602 = -798047.666074
  nChanged 17
		SP:Iteration 61Q (55901.940000 sec): 3 clusters
  Score: Raw -800909.476774 + Penalty 2858.219602 = -798051.257172
  nChanged 14
		SP:Iteration 62Q (55902.110000 sec): 3 clusters
  Score: Raw -800911.871555 + Penalty 2858.219602 = -798053.651953
  nChanged 9
		SP:Iteration 63Q (55902.280000 sec): 3 clusters
  Score: Raw -800914.106966 + Penalty 2858.219602 = -798055.887364
  nChanged 10
		SP:Iteration 64Q (55902.430000 sec): 3 clusters
  Score: Raw -800916.414083 + Penalty 2858.219602 = -798058.194481
  nChanged 15
		SP:Iteration 65Q (55902.640000 sec): 3 clusters
  Score: Raw -800920.582364 + Penalty 2858.219602 = -798062.362762
  nChanged 20
		SP:Iteration 66Q (55902.820000 sec): 3 clusters
  Score: Raw -800925.991585 + Penalty 2858.219602 = -798067.771983
  nChanged 17
		SP:Iteration 67Q (55903.020000 sec): 3 clusters
  Score: Raw -800930.046623 + Penalty 2858.219602 = -798071.827021
  nChanged 16
		SP:Iteration 68Q (55903.210000 sec): 3 clusters
  Score: Raw -800934.661685 + Penalty 2858.219602 = -798076.442083
  nChanged 23
		SP:Iteration 69Q (55903.420000 sec): 3 clusters
  Score: Raw -800944.325208 + Penalty 2858.219602 = -798086.105607
  nChanged 32
		SP:Iteration 70Q (55903.570000 sec): 3 clusters
  Score: Raw -800954.610271 + Penalty 2858.219602 = -798096.390670
  nChanged 31
		SP:Iteration 71Q (55903.750000 sec): 3 clusters
  Score: Raw -800965.275235 + Penalty 2858.219602 = -798107.055633
  nChanged 26
		SP:Iteration 72Q (55903.940000 sec): 3 clusters
  Score: Raw -800971.808731 + Penalty 2858.219602 = -798113.589129
  nChanged 21
		SP:Iteration 73Q (55904.130000 sec): 3 clusters
  Score: Raw -800978.067344 + Penalty 2858.219602 = -798119.847743
  nChanged 25
		SP:Iteration 74Q (55904.320000 sec): 3 clusters
  Score: Raw -800985.590085 + Penalty 2858.219602 = -798127.370483
  nChanged 26
		SP:Iteration 75Q (55904.510000 sec): 3 clusters
  Score: Raw -800995.606532 + Penalty 2858.219602 = -798137.386930
  nChanged 28
		SP:Iteration 76Q (55904.700000 sec): 3 clusters
  Score: Raw -801008.333413 + Penalty 2858.219602 = -798150.113812
  nChanged 37
		SP:Iteration 77Q (55904.880000 sec): 3 clusters
  Score: Raw -801025.872080 + Penalty 2858.219602 = -798167.652478
  nChanged 45
		SP:Iteration 78Q (55905.040000 sec): 3 clusters
  Score: Raw -801044.878310 + Penalty 2858.219602 = -798186.658708
  nChanged 38
		SP:Iteration 79Q (55905.220000 sec): 3 clusters
  Score: Raw -801059.984293 + Penalty 2858.219602 = -798201.764691
  nChanged 36
		SP:Iteration 80F (55905.430000 sec): 3 clusters
  Score: Raw -801072.275505 + Penalty 2858.219602 = -798214.055903
  nChanged 31
		SP:Iteration 81Q (55905.650000 sec): 3 clusters
  Score: Raw -801082.814234 + Penalty 2858.219602 = -798224.594633
  nChanged 27
		SP:Iteration 82Q (55905.760000 sec): 3 clusters
  Score: Raw -801092.633222 + Penalty 2858.219602 = -798234.413620
  nChanged 25
		SP:Iteration 83Q (55905.950000 sec): 3 clusters
  Score: Raw -801102.242191 + Penalty 2858.219602 = -798244.022589
  nChanged 24
		SP:Iteration 84Q (55906.120000 sec): 3 clusters
  Score: Raw -801108.373578 + Penalty 2858.219602 = -798250.153976
  nChanged 18
		SP:Iteration 85Q (55906.310000 sec): 3 clusters
  Score: Raw -801113.359974 + Penalty 2858.219602 = -798255.140372
  nChanged 12
		SP:Iteration 86Q (55906.540000 sec): 3 clusters
  Score: Raw -801116.725003 + Penalty 2858.219602 = -798258.505401
  nChanged 10
		SP:Iteration 87Q (55906.700000 sec): 3 clusters
  Score: Raw -801119.160534 + Penalty 2858.219602 = -798260.940932
  nChanged 9
		SP:Iteration 88Q (55906.890000 sec): 3 clusters
  Score: Raw -801121.956709 + Penalty 2858.219602 = -798263.737107
  nChanged 9
		SP:Iteration 89Q (55907.080000 sec): 3 clusters
  Score: Raw -801124.453591 + Penalty 2858.219602 = -798266.233989
  nChanged 7
		SP:Iteration 90Q (55907.310000 sec): 3 clusters
  Score: Raw -801125.988719 + Penalty 2858.219602 = -798267.769117
  nChanged 3
		SP:Iteration 91Q (55907.490000 sec): 3 clusters
  Score: Raw -801126.955999 + Penalty 2858.219602 = -798268.736397
  nChanged 6
		SP:Iteration 92Q (55907.620000 sec): 3 clusters
  Score: Raw -801129.229118 + Penalty 2858.219602 = -798271.009516
  nChanged 5
		SP:Iteration 93Q (55907.810000 sec): 3 clusters
  Score: Raw -801130.341939 + Penalty 2858.219602 = -798272.122337
  nChanged 1
		SP:Iteration 94Q (55908.010000 sec): 3 clusters
  Score: Raw -801130.822615 + Penalty 2858.219602 = -798272.603013
  nChanged 4
		SP:Iteration 95Q (55908.160000 sec): 3 clusters
  Score: Raw -801132.048652 + Penalty 2858.219602 = -798273.829050
  nChanged 4
		SP:Iteration 96Q (55908.330000 sec): 3 clusters
  Score: Raw -801133.154153 + Penalty 2858.219602 = -798274.934551
  nChanged 3
		SP:Iteration 97Q (55908.540000 sec): 3 clusters
  Score: Raw -801134.319338 + Penalty 2858.219602 = -798276.099736
  nChanged 3
		SP:Iteration 98Q (55908.710000 sec): 3 clusters
  Score: Raw -801135.295265 + Penalty 2858.219602 = -798277.075664
  nChanged 2
		SP:Iteration 99Q (55908.920000 sec): 3 clusters
  Score: Raw -801135.703928 + Penalty 2858.219602 = -798277.484326
  nChanged 0
		SP:Iteration 100F (55909.140000 sec): 3 clusters
  Score: Raw -801135.703928 + Penalty 2858.219602 = -798277.484326
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 16 (352908 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (55910.700000 sec): 2 clusters
  Score: Raw -43272311.418216 + Penalty 2075.768935 = -43270235.649281
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (55913.040000 sec): 3 clusters
  Score: Raw -43035644.201005 + Penalty 4151.537871 = -43031492.663134
  nChanged 172513
		SP:Iteration 1F (55915.520000 sec): 3 clusters
  Score: Raw -43138054.114575 + Penalty 4151.537871 = -43133902.576705
  nChanged 7814
		SP:Iteration 2Q (55917.900000 sec): 3 clusters
  Score: Raw -43139268.423688 + Penalty 4151.537871 = -43135116.885817
  nChanged 8130
		SP:Iteration 3Q (55920.180000 sec): 3 clusters
  Score: Raw -43140639.973706 + Penalty 4151.537871 = -43136488.435835
  nChanged 8845
		SP:Iteration 4Q (55922.640000 sec): 3 clusters
  Score: Raw -43142359.229103 + Penalty 4151.537871 = -43138207.691232
  nChanged 10146
		SP:Iteration 5Q (55924.760000 sec): 3 clusters
  Score: Raw -43144745.027247 + Penalty 4151.537871 = -43140593.489376
  nChanged 12181
		SP:Iteration 6Q (55927.000000 sec): 3 clusters
  Score: Raw -43148368.699781 + Penalty 4151.537871 = -43144217.161910
  nChanged 15243
		SP:Iteration 7Q (55929.370000 sec): 3 clusters
  Score: Raw -43154221.429758 + Penalty 4151.537871 = -43150069.891887
  nChanged 19346
		SP:Iteration 8F (55931.450000 sec): 3 clusters
  Score: Raw -43163837.298788 + Penalty 4151.537871 = -43159685.760918
  nChanged 23436
		SP:Iteration 9F (55933.710000 sec): 3 clusters
  Score: Raw -43178267.509413 + Penalty 4151.537871 = -43174115.971542
  nChanged 25815
		SP:Iteration 10F (55935.750000 sec): 3 clusters
  Score: Raw -43196931.762955 + Penalty 4151.537871 = -43192780.225085
  nChanged 25116
		SP:Iteration 11F (55938.050000 sec): 3 clusters
  Score: Raw -43216902.845012 + Penalty 4151.537871 = -43212751.307142
  nChanged 21662
		SP:Iteration 12F (55940.200000 sec): 3 clusters
  Score: Raw -43235335.736631 + Penalty 4151.537871 = -43231184.198761
  nChanged 16612
		SP:Iteration 13Q (55942.830000 sec): 3 clusters
  Score: Raw -43249504.101483 + Penalty 4151.537871 = -43245352.563612
  nChanged 11272
		SP:Iteration 14Q (55945.080000 sec): 3 clusters
  Score: Raw -43258683.449913 + Penalty 4151.537871 = -43254531.912042
  nChanged 7189
		SP:Iteration 15Q (55947.740000 sec): 3 clusters
  Score: Raw -43264251.786708 + Penalty 4151.537871 = -43260100.248838
  nChanged 4599
		SP:Iteration 16Q (55949.780000 sec): 3 clusters
  Score: Raw -43267700.609745 + Penalty 4151.537871 = -43263549.071875
  nChanged 2918
		SP:Iteration 17Q (55951.920000 sec): 3 clusters
  Score: Raw -43269888.311994 + Penalty 4151.537871 = -43265736.774123
  nChanged 1738
		SP:Iteration 18Q (55953.920000 sec): 3 clusters
  Score: Raw -43271189.171279 + Penalty 4151.537871 = -43267037.633408
  nChanged 965
		SP:Iteration 19Q (55956.000000 sec): 3 clusters
  Score: Raw -43271875.096929 + Penalty 4151.537871 = -43267723.559059
  nChanged 539
		SP:Iteration 20F (55958.060000 sec): 3 clusters
  Score: Raw -43272219.500984 + Penalty 4151.537871 = -43268067.963114
  nChanged 329
		SP:Iteration 21Q (55960.020000 sec): 3 clusters
  Score: Raw -43272395.462482 + Penalty 4151.537871 = -43268243.924611
  nChanged 198
		SP:Iteration 22Q (55962.050000 sec): 3 clusters
  Score: Raw -43272495.860784 + Penalty 4151.537871 = -43268344.322914
  nChanged 141
		SP:Iteration 23Q (55963.960000 sec): 3 clusters
  Score: Raw -43272558.712732 + Penalty 4151.537871 = -43268407.174862
  nChanged 107
		SP:Iteration 24Q (55966.390000 sec): 3 clusters
  Score: Raw -43272612.592994 + Penalty 4151.537871 = -43268461.055124
  nChanged 92
		SP:Iteration 25Q (55968.460000 sec): 3 clusters
  Score: Raw -43272657.112645 + Penalty 4151.537871 = -43268505.574774
  nChanged 63
		SP:Iteration 26Q (55970.590000 sec): 3 clusters
  Score: Raw -43272683.166889 + Penalty 4151.537871 = -43268531.629018
  nChanged 53
		SP:Iteration 27Q (55972.490000 sec): 3 clusters
  Score: Raw -43272703.574584 + Penalty 4151.537871 = -43268552.036713
  nChanged 49
		SP:Iteration 28Q (55974.340000 sec): 3 clusters
  Score: Raw -43272726.454641 + Penalty 4151.537871 = -43268574.916770
  nChanged 43
		SP:Iteration 29Q (55976.110000 sec): 3 clusters
  Score: Raw -43272743.415255 + Penalty 4151.537871 = -43268591.877385
  nChanged 33
		SP:Iteration 30Q (55978.090000 sec): 3 clusters
  Score: Raw -43272759.391570 + Penalty 4151.537871 = -43268607.853699
  nChanged 34
		SP:Iteration 31Q (55980.400000 sec): 3 clusters
  Score: Raw -43272774.887638 + Penalty 4151.537871 = -43268623.349767
  nChanged 19
		SP:Iteration 32Q (55982.330000 sec): 3 clusters
  Score: Raw -43272780.710071 + Penalty 4151.537871 = -43268629.172200
  nChanged 12
		SP:Iteration 33Q (55984.820000 sec): 3 clusters
  Score: Raw -43272784.325480 + Penalty 4151.537871 = -43268632.787609
  nChanged 9
		SP:Iteration 34Q (55986.760000 sec): 3 clusters
  Score: Raw -43272788.058461 + Penalty 4151.537871 = -43268636.520590
  nChanged 12
		SP:Iteration 35Q (55988.800000 sec): 3 clusters
  Score: Raw -43272793.110269 + Penalty 4151.537871 = -43268641.572399
  nChanged 14
		SP:Iteration 36Q (55990.620000 sec): 3 clusters
  Score: Raw -43272799.159989 + Penalty 4151.537871 = -43268647.622118
  nChanged 13
		SP:Iteration 37Q (55992.670000 sec): 3 clusters
  Score: Raw -43272805.130266 + Penalty 4151.537871 = -43268653.592395
  nChanged 13
		SP:Iteration 38Q (55994.310000 sec): 3 clusters
  Score: Raw -43272810.892325 + Penalty 4151.537871 = -43268659.354454
  nChanged 16
		SP:Iteration 39Q (55996.130000 sec): 3 clusters
  Score: Raw -43272815.839980 + Penalty 4151.537871 = -43268664.302109
  nChanged 10
		SP:Iteration 40F (55998.150000 sec): 3 clusters
  Score: Raw -43272820.956101 + Penalty 4151.537871 = -43268669.418230
  nChanged 10
		SP:Iteration 41Q (55999.970000 sec): 3 clusters
  Score: Raw -43272824.141685 + Penalty 4151.537871 = -43268672.603814
  nChanged 9
		SP:Iteration 42Q (56001.860000 sec): 3 clusters
  Score: Raw -43272827.246540 + Penalty 4151.537871 = -43268675.708669
  nChanged 8
		SP:Iteration 43Q (56003.970000 sec): 3 clusters
  Score: Raw -43272830.278431 + Penalty 4151.537871 = -43268678.740561
  nChanged 8
		SP:Iteration 44Q (56005.790000 sec): 3 clusters
  Score: Raw -43272832.166424 + Penalty 4151.537871 = -43268680.628553
  nChanged 3
		SP:Iteration 45Q (56008.070000 sec): 3 clusters
  Score: Raw -43272832.598270 + Penalty 4151.537871 = -43268681.060400
  nChanged 2
		SP:Iteration 46Q (56009.830000 sec): 3 clusters
  Score: Raw -43272832.942634 + Penalty 4151.537871 = -43268681.404763
  nChanged 1
		SP:Iteration 47Q (56011.870000 sec): 3 clusters
  Score: Raw -43272833.288433 + Penalty 4151.537871 = -43268681.750562
  nChanged 2
		SP:Iteration 48Q (56013.700000 sec): 3 clusters
  Score: Raw -43272833.574561 + Penalty 4151.537871 = -43268682.036691
  nChanged 0
		SP:Iteration 49F (56015.850000 sec): 3 clusters
  Score: Raw -43272833.574561 + Penalty 4151.537871 = -43268682.036691
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 17 (32886 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (56016.240000 sec): 2 clusters
  Score: Raw -4070332.282347 + Penalty 1690.130376 = -4068642.151970
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (56016.690000 sec): 3 clusters
  Score: Raw -4049891.617123 + Penalty 3380.260752 = -4046511.356371
  nChanged 15202
		SP:Iteration 1F (56017.100000 sec): 3 clusters
  Score: Raw -4058439.544151 + Penalty 3380.260752 = -4055059.283399
  nChanged 1674
		SP:Iteration 2F (56017.440000 sec): 3 clusters
  Score: Raw -4059148.692763 + Penalty 3380.260752 = -4055768.432010
  nChanged 1804
		SP:Iteration 3F (56017.830000 sec): 3 clusters
  Score: Raw -4060169.442937 + Penalty 3380.260752 = -4056789.182185
  nChanged 2083
		SP:Iteration 4F (56018.140000 sec): 3 clusters
  Score: Raw -4061643.913483 + Penalty 3380.260752 = -4058263.652730
  nChanged 2192
		SP:Iteration 5F (56018.520000 sec): 3 clusters
  Score: Raw -4063289.951825 + Penalty 3380.260752 = -4059909.691072
  nChanged 2232
		SP:Iteration 6F (56018.860000 sec): 3 clusters
  Score: Raw -4064903.973627 + Penalty 3380.260752 = -4061523.712875
  nChanged 1988
		SP:Iteration 7F (56019.170000 sec): 3 clusters
  Score: Raw -4066380.895915 + Penalty 3380.260752 = -4063000.635163
  nChanged 1737
		SP:Iteration 8F (56019.560000 sec): 3 clusters
  Score: Raw -4067791.284340 + Penalty 3380.260752 = -4064411.023588
  nChanged 1438
		SP:Iteration 9Q (56019.910000 sec): 3 clusters
  Score: Raw -4069019.422549 + Penalty 3380.260752 = -4065639.161796
  nChanged 1066
		SP:Iteration 10Q (56020.340000 sec): 3 clusters
  Score: Raw -4069906.209532 + Penalty 3380.260752 = -4066525.948780
  nChanged 719
		SP:Iteration 11Q (56020.690000 sec): 3 clusters
  Score: Raw -4070431.130287 + Penalty 3380.260752 = -4067050.869534
  nChanged 468
		SP:Iteration 12Q (56021.050000 sec): 3 clusters
  Score: Raw -4070720.301616 + Penalty 3380.260752 = -4067340.040863
  nChanged 275
		SP:Iteration 13Q (56021.370000 sec): 3 clusters
  Score: Raw -4070851.232758 + Penalty 3380.260752 = -4067470.972006
  nChanged 163
		SP:Iteration 14Q (56021.750000 sec): 3 clusters
  Score: Raw -4070923.856374 + Penalty 3380.260752 = -4067543.595622
  nChanged 114
		SP:Iteration 15Q (56022.110000 sec): 3 clusters
  Score: Raw -4070969.324067 + Penalty 3380.260752 = -4067589.063315
  nChanged 87
		SP:Iteration 16Q (56022.560000 sec): 3 clusters
  Score: Raw -4071005.207902 + Penalty 3380.260752 = -4067624.947149
  nChanged 65
		SP:Iteration 17Q (56022.980000 sec): 3 clusters
  Score: Raw -4071029.276867 + Penalty 3380.260752 = -4067649.016115
  nChanged 40
		SP:Iteration 18Q (56023.370000 sec): 3 clusters
  Score: Raw -4071043.004058 + Penalty 3380.260752 = -4067662.743306
  nChanged 34
		SP:Iteration 19Q (56023.720000 sec): 3 clusters
  Score: Raw -4071054.270563 + Penalty 3380.260752 = -4067674.009811
  nChanged 29
		SP:Iteration 20F (56024.060000 sec): 3 clusters
  Score: Raw -4071063.525458 + Penalty 3380.260752 = -4067683.264706
  nChanged 19
		SP:Iteration 21Q (56024.430000 sec): 3 clusters
  Score: Raw -4071069.530329 + Penalty 3380.260752 = -4067689.269577
  nChanged 16
		SP:Iteration 22Q (56024.770000 sec): 3 clusters
  Score: Raw -4071073.455126 + Penalty 3380.260752 = -4067693.194373
  nChanged 9
		SP:Iteration 23Q (56025.120000 sec): 3 clusters
  Score: Raw -4071075.477873 + Penalty 3380.260752 = -4067695.217121
  nChanged 6
		SP:Iteration 24Q (56025.440000 sec): 3 clusters
  Score: Raw -4071076.844753 + Penalty 3380.260752 = -4067696.584001
  nChanged 10
		SP:Iteration 25Q (56025.810000 sec): 3 clusters
  Score: Raw -4071080.341099 + Penalty 3380.260752 = -4067700.080347
  nChanged 15
		SP:Iteration 26Q (56026.120000 sec): 3 clusters
  Score: Raw -4071084.391224 + Penalty 3380.260752 = -4067704.130472
  nChanged 11
		SP:Iteration 27Q (56026.530000 sec): 3 clusters
  Score: Raw -4071086.811033 + Penalty 3380.260752 = -4067706.550281
  nChanged 6
		SP:Iteration 28Q (56026.890000 sec): 3 clusters
  Score: Raw -4071088.297952 + Penalty 3380.260752 = -4067708.037200
  nChanged 9
		SP:Iteration 29Q (56027.250000 sec): 3 clusters
  Score: Raw -4071090.220280 + Penalty 3380.260752 = -4067709.959528
  nChanged 7
		SP:Iteration 30Q (56027.570000 sec): 3 clusters
  Score: Raw -4071093.214876 + Penalty 3380.260752 = -4067712.954124
  nChanged 9
		SP:Iteration 31Q (56027.960000 sec): 3 clusters
  Score: Raw -4071095.558781 + Penalty 3380.260752 = -4067715.298029
  nChanged 5
		SP:Iteration 32Q (56028.300000 sec): 3 clusters
  Score: Raw -4071096.893186 + Penalty 3380.260752 = -4067716.632434
  nChanged 6
		SP:Iteration 33Q (56028.640000 sec): 3 clusters
  Score: Raw -4071098.212510 + Penalty 3380.260752 = -4067717.951758
  nChanged 6
		SP:Iteration 34Q (56029.030000 sec): 3 clusters
  Score: Raw -4071099.781819 + Penalty 3380.260752 = -4067719.521067
  nChanged 3
		SP:Iteration 35Q (56029.420000 sec): 3 clusters
  Score: Raw -4071100.580987 + Penalty 3380.260752 = -4067720.320235
  nChanged 4
		SP:Iteration 36Q (56029.780000 sec): 3 clusters
  Score: Raw -4071101.146815 + Penalty 3380.260752 = -4067720.886063
  nChanged 0
		SP:Iteration 37F (56030.110000 sec): 3 clusters
  Score: Raw -4071101.146815 + Penalty 3380.260752 = -4067720.886063
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 18 (5713 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (56030.230000 sec): 2 clusters
  Score: Raw -687007.111247 + Penalty 1405.706178 = -685601.405069
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (56030.440000 sec): 3 clusters
  Score: Raw -683942.650253 + Penalty 2811.412357 = -681131.237896
  nChanged 2421
		SP:Iteration 1F (56030.620000 sec): 3 clusters
  Score: Raw -685323.590616 + Penalty 2811.412357 = -682512.178260
  nChanged 410
		SP:Iteration 2F (56030.850000 sec): 3 clusters
  Score: Raw -685567.290631 + Penalty 2811.412357 = -682755.878274
  nChanged 334
		SP:Iteration 3F (56031.050000 sec): 3 clusters
  Score: Raw -685797.609561 + Penalty 2811.412357 = -682986.197205
  nChanged 324
		SP:Iteration 4F (56031.280000 sec): 3 clusters
  Score: Raw -686038.496194 + Penalty 2811.412357 = -683227.083838
  nChanged 351
		SP:Iteration 5F (56031.440000 sec): 3 clusters
  Score: Raw -686319.782512 + Penalty 2811.412357 = -683508.370155
  nChanged 377
		SP:Iteration 6F (56031.670000 sec): 3 clusters
  Score: Raw -686681.690546 + Penalty 2811.412357 = -683870.278190
  nChanged 394
		SP:Iteration 7F (56031.870000 sec): 3 clusters
  Score: Raw -687065.775575 + Penalty 2811.412357 = -684254.363219
  nChanged 361
		SP:Iteration 8F (56032.040000 sec): 3 clusters
  Score: Raw -687375.460016 + Penalty 2811.412357 = -684564.047659
  nChanged 286
		SP:Iteration 9F (56032.270000 sec): 3 clusters
  Score: Raw -687565.521697 + Penalty 2811.412357 = -684754.109341
  nChanged 217
		SP:Iteration 10Q (56032.480000 sec): 3 clusters
  Score: Raw -687687.142448 + Penalty 2811.412357 = -684875.730091
  nChanged 159
		SP:Iteration 11Q (56032.680000 sec): 3 clusters
  Score: Raw -687758.071641 + Penalty 2811.412357 = -684946.659285
  nChanged 106
		SP:Iteration 12Q (56032.890000 sec): 3 clusters
  Score: Raw -687793.044815 + Penalty 2811.412357 = -684981.632458
  nChanged 56
		SP:Iteration 13Q (56033.030000 sec): 3 clusters
  Score: Raw -687809.780543 + Penalty 2811.412357 = -684998.368187
  nChanged 45
		SP:Iteration 14Q (56033.210000 sec): 3 clusters
  Score: Raw -687823.482086 + Penalty 2811.412357 = -685012.069730
  nChanged 39
		SP:Iteration 15Q (56033.410000 sec): 3 clusters
  Score: Raw -687832.956827 + Penalty 2811.412357 = -685021.544471
  nChanged 26
		SP:Iteration 16Q (56033.550000 sec): 3 clusters
  Score: Raw -687839.051274 + Penalty 2811.412357 = -685027.638918
  nChanged 22
		SP:Iteration 17Q (56033.750000 sec): 3 clusters
  Score: Raw -687845.654166 + Penalty 2811.412357 = -685034.241810
  nChanged 16
		SP:Iteration 18Q (56033.890000 sec): 3 clusters
  Score: Raw -687849.133892 + Penalty 2811.412357 = -685037.721535
  nChanged 14
		SP:Iteration 19Q (56034.070000 sec): 3 clusters
  Score: Raw -687851.408649 + Penalty 2811.412357 = -685039.996292
  nChanged 12
		SP:Iteration 20F (56034.250000 sec): 3 clusters
  Score: Raw -687853.591570 + Penalty 2811.412357 = -685042.179213
  nChanged 8
		SP:Iteration 21Q (56034.430000 sec): 3 clusters
  Score: Raw -687854.752593 + Penalty 2811.412357 = -685043.340236
  nChanged 3
		SP:Iteration 22Q (56034.600000 sec): 3 clusters
  Score: Raw -687855.126780 + Penalty 2811.412357 = -685043.714423
  nChanged 1
		SP:Iteration 23Q (56034.710000 sec): 3 clusters
  Score: Raw -687855.218187 + Penalty 2811.412357 = -685043.805831
  nChanged 0
		SP:Iteration 24F (56034.850000 sec): 3 clusters
  Score: Raw -687855.218187 + Penalty 2811.412357 = -685043.805831
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 19 (1624 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (56034.980000 sec): 2 clusters
  Score: Raw -189688.730047 + Penalty 1201.305222 = -188487.424825
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (56035.170000 sec): 3 clusters
  Score: Raw -189030.988267 + Penalty 2402.610444 = -186628.377823
  nChanged 555
		SP:Iteration 1F (56035.360000 sec): 3 clusters
  Score: Raw -189462.447221 + Penalty 2402.610444 = -187059.836776
  nChanged 156
		SP:Iteration 2F (56035.530000 sec): 3 clusters
  Score: Raw -189726.366047 + Penalty 2402.610444 = -187323.755603
  nChanged 141
		SP:Iteration 3F (56035.650000 sec): 3 clusters
  Score: Raw -190041.358573 + Penalty 2402.610444 = -187638.748129
  nChanged 140
		SP:Iteration 4F (56035.770000 sec): 3 clusters
  Score: Raw -190517.323142 + Penalty 2402.610444 = -188114.712698
  nChanged 122
		SP:Iteration 5F (56035.940000 sec): 3 clusters
  Score: Raw -191728.947303 + Penalty 2402.610444 = -189326.336858
  nChanged 151
		SP:Iteration 6F (56036.090000 sec): 3 clusters
  Score: Raw -192342.029623 + Penalty 2402.610444 = -189939.419179
  nChanged 90
		SP:Iteration 7F (56036.250000 sec): 3 clusters
  Score: Raw -192731.468869 + Penalty 2402.610444 = -190328.858425
  nChanged 47
		SP:Iteration 8Q (56036.400000 sec): 3 clusters
  Score: Raw -193315.179803 + Penalty 2402.610444 = -190912.569359
  nChanged 7
		SP:Iteration 9Q (56036.550000 sec): 3 clusters
  Score: Raw -193752.426443 + Penalty 2402.610444 = -191349.815999
  nChanged 0
		SP:Iteration 10F (56036.710000 sec): 3 clusters
  Score: Raw -193752.426443 + Penalty 2402.610444 = -191349.815999
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 50.
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 20 (30443 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (56036.970000 sec): 2 clusters
  Score: Raw -3597433.688279 + Penalty 1677.586846 = -3595756.101432
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (56037.390000 sec): 3 clusters
  Score: Raw -3578602.866098 + Penalty 3355.173693 = -3575247.692405
  nChanged 14060
		SP:Iteration 1F (56037.650000 sec): 3 clusters
  Score: Raw -3586459.593515 + Penalty 3355.173693 = -3583104.419823
  nChanged 1233
		SP:Iteration 2Q (56037.930000 sec): 3 clusters
  Score: Raw -3586819.087121 + Penalty 3355.173693 = -3583463.913428
  nChanged 1152
		SP:Iteration 3Q (56038.300000 sec): 3 clusters
  Score: Raw -3587136.856666 + Penalty 3355.173693 = -3583781.682974
  nChanged 1040
		SP:Iteration 4Q (56038.630000 sec): 3 clusters
  Score: Raw -3587425.969902 + Penalty 3355.173693 = -3584070.796209
  nChanged 1014
		SP:Iteration 5Q (56038.980000 sec): 3 clusters
  Score: Raw -3587704.740312 + Penalty 3355.173693 = -3584349.566620
  nChanged 929
		SP:Iteration 6Q (56039.270000 sec): 3 clusters
  Score: Raw -3587960.915009 + Penalty 3355.173693 = -3584605.741316
  nChanged 913
		SP:Iteration 7Q (56039.630000 sec): 3 clusters
  Score: Raw -3588231.046058 + Penalty 3355.173693 = -3584875.872365
  nChanged 912
		SP:Iteration 8Q (56039.940000 sec): 3 clusters
  Score: Raw -3588510.285677 + Penalty 3355.173693 = -3585155.111985
  nChanged 933
		SP:Iteration 9Q (56040.340000 sec): 3 clusters
  Score: Raw -3588818.369030 + Penalty 3355.173693 = -3585463.195338
  nChanged 1014
		SP:Iteration 10Q (56040.700000 sec): 3 clusters
  Score: Raw -3589227.675379 + Penalty 3355.173693 = -3585872.501686
  nChanged 1126
		SP:Iteration 11Q (56041.100000 sec): 3 clusters
  Score: Raw -3589752.504478 + Penalty 3355.173693 = -3586397.330785
  nChanged 1328
		SP:Iteration 12Q (56041.520000 sec): 3 clusters
  Score: Raw -3590497.547186 + Penalty 3355.173693 = -3587142.373493
  nChanged 1536
		SP:Iteration 13F (56041.920000 sec): 3 clusters
  Score: Raw -3591441.502056 + Penalty 3355.173693 = -3588086.328364
  nChanged 1579
		SP:Iteration 14F (56042.280000 sec): 3 clusters
  Score: Raw -3592484.584194 + Penalty 3355.173693 = -3589129.410502
  nChanged 1620
		SP:Iteration 15F (56042.700000 sec): 3 clusters
  Score: Raw -3593614.125373 + Penalty 3355.173693 = -3590258.951680
  nChanged 1421
		SP:Iteration 16Q (56043.070000 sec): 3 clusters
  Score: Raw -3594640.837399 + Penalty 3355.173693 = -3591285.663706
  nChanged 1242
		SP:Iteration 17Q (56043.440000 sec): 3 clusters
  Score: Raw -3595594.626322 + Penalty 3355.173693 = -3592239.452630
  nChanged 979
		SP:Iteration 18Q (56043.820000 sec): 3 clusters
  Score: Raw -3596398.933884 + Penalty 3355.173693 = -3593043.760191
  nChanged 668
		SP:Iteration 19Q (56044.180000 sec): 3 clusters
  Score: Raw -3596952.916123 + Penalty 3355.173693 = -3593597.742430
  nChanged 393
		SP:Iteration 20F (56044.520000 sec): 3 clusters
  Score: Raw -3597284.516151 + Penalty 3355.173693 = -3593929.342459
  nChanged 183
		SP:Iteration 21Q (56044.880000 sec): 3 clusters
  Score: Raw -3597437.361076 + Penalty 3355.173693 = -3594082.187383
  nChanged 105
		SP:Iteration 22Q (56045.200000 sec): 3 clusters
  Score: Raw -3597539.243986 + Penalty 3355.173693 = -3594184.070294
  nChanged 61
		SP:Iteration 23Q (56045.490000 sec): 3 clusters
  Score: Raw -3597586.345752 + Penalty 3355.173693 = -3594231.172060
  nChanged 33
		SP:Iteration 24Q (56045.860000 sec): 3 clusters
  Score: Raw -3597613.653340 + Penalty 3355.173693 = -3594258.479647
  nChanged 22
		SP:Iteration 25Q (56046.180000 sec): 3 clusters
  Score: Raw -3597635.482410 + Penalty 3355.173693 = -3594280.308717
  nChanged 9
		SP:Iteration 26Q (56046.520000 sec): 3 clusters
  Score: Raw -3597642.399807 + Penalty 3355.173693 = -3594287.226114
  nChanged 11
		SP:Iteration 27Q (56046.850000 sec): 3 clusters
  Score: Raw -3597652.375822 + Penalty 3355.173693 = -3594297.202130
  nChanged 8
		SP:Iteration 28Q (56047.170000 sec): 3 clusters
  Score: Raw -3597662.353968 + Penalty 3355.173693 = -3594307.180275
  nChanged 10
		SP:Iteration 29Q (56047.520000 sec): 3 clusters
  Score: Raw -3597669.317410 + Penalty 3355.173693 = -3594314.143718
  nChanged 6
		SP:Iteration 30Q (56047.830000 sec): 3 clusters
  Score: Raw -3597676.019657 + Penalty 3355.173693 = -3594320.845964
  nChanged 7
		SP:Iteration 31Q (56048.160000 sec): 3 clusters
  Score: Raw -3597680.572603 + Penalty 3355.173693 = -3594325.398910
  nChanged 3
		SP:Iteration 32Q (56048.540000 sec): 3 clusters
  Score: Raw -3597683.452667 + Penalty 3355.173693 = -3594328.278974
  nChanged 2
		SP:Iteration 33Q (56048.890000 sec): 3 clusters
  Score: Raw -3597685.842241 + Penalty 3355.173693 = -3594330.668548
  nChanged 3
		SP:Iteration 34Q (56049.250000 sec): 3 clusters
  Score: Raw -3597688.183670 + Penalty 3355.173693 = -3594333.009978
  nChanged 3
		SP:Iteration 35Q (56049.530000 sec): 3 clusters
  Score: Raw -3597689.947700 + Penalty 3355.173693 = -3594334.774007
  nChanged 0
		SP:Iteration 36F (56049.850000 sec): 3 clusters
  Score: Raw -3597689.947700 + Penalty 3355.173693 = -3594334.774007
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 21 (45033 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (56050.160000 sec): 2 clusters
  Score: Raw -5417042.766744 + Penalty 1741.212010 = -5415301.554733
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (56050.580000 sec): 3 clusters
  Score: Raw -5388683.047843 + Penalty 3482.424021 = -5385200.623822
  nChanged 21138
		SP:Iteration 1F (56051.000000 sec): 3 clusters
  Score: Raw -5401376.403585 + Penalty 3482.424021 = -5397893.979564
  nChanged 2851
		SP:Iteration 2F (56051.440000 sec): 3 clusters
  Score: Raw -5403048.228985 + Penalty 3482.424021 = -5399565.804964
  nChanged 3170
		SP:Iteration 3F (56051.910000 sec): 3 clusters
  Score: Raw -5405143.082767 + Penalty 3482.424021 = -5401660.658746
  nChanged 3271
		SP:Iteration 4F (56052.320000 sec): 3 clusters
  Score: Raw -5407348.881745 + Penalty 3482.424021 = -5403866.457725
  nChanged 3100
		SP:Iteration 5F (56052.780000 sec): 3 clusters
  Score: Raw -5409506.424359 + Penalty 3482.424021 = -5406024.000338
  nChanged 2805
		SP:Iteration 6F (56053.190000 sec): 3 clusters
  Score: Raw -5411486.142873 + Penalty 3482.424021 = -5408003.718852
  nChanged 2469
		SP:Iteration 7F (56053.670000 sec): 3 clusters
  Score: Raw -5413069.872687 + Penalty 3482.424021 = -5409587.448666
  nChanged 2012
		SP:Iteration 8Q (56054.210000 sec): 3 clusters
  Score: Raw -5414320.387431 + Penalty 3482.424021 = -5410837.963410
  nChanged 1688
		SP:Iteration 9Q (56054.640000 sec): 3 clusters
  Score: Raw -5415278.629645 + Penalty 3482.424021 = -5411796.205624
  nChanged 1300
		SP:Iteration 10Q (56055.110000 sec): 3 clusters
  Score: Raw -5415881.509132 + Penalty 3482.424021 = -5412399.085111
  nChanged 943
		SP:Iteration 11Q (56055.510000 sec): 3 clusters
  Score: Raw -5416245.505138 + Penalty 3482.424021 = -5412763.081117
  nChanged 722
		SP:Iteration 12Q (56055.960000 sec): 3 clusters
  Score: Raw -5416494.532668 + Penalty 3482.424021 = -5413012.108647
  nChanged 639
		SP:Iteration 13Q (56056.360000 sec): 3 clusters
  Score: Raw -5416693.125238 + Penalty 3482.424021 = -5413210.701217
  nChanged 535
		SP:Iteration 14Q (56056.760000 sec): 3 clusters
  Score: Raw -5416849.244077 + Penalty 3482.424021 = -5413366.820056
  nChanged 522
		SP:Iteration 15Q (56057.210000 sec): 3 clusters
  Score: Raw -5417006.566248 + Penalty 3482.424021 = -5413524.142227
  nChanged 515
		SP:Iteration 16Q (56057.610000 sec): 3 clusters
  Score: Raw -5417162.631176 + Penalty 3482.424021 = -5413680.207155
  nChanged 481
		SP:Iteration 17Q (56058.020000 sec): 3 clusters
  Score: Raw -5417289.807163 + Penalty 3482.424021 = -5413807.383143
  nChanged 440
		SP:Iteration 18Q (56058.400000 sec): 3 clusters
  Score: Raw -5417406.544655 + Penalty 3482.424021 = -5413924.120634
  nChanged 449
		SP:Iteration 19Q (56058.870000 sec): 3 clusters
  Score: Raw -5417528.996951 + Penalty 3482.424021 = -5414046.572931
  nChanged 463
		SP:Iteration 20F (56059.290000 sec): 3 clusters
  Score: Raw -5417644.743538 + Penalty 3482.424021 = -5414162.319517
  nChanged 399
		SP:Iteration 21Q (56059.730000 sec): 3 clusters
  Score: Raw -5417745.421935 + Penalty 3482.424021 = -5414262.997914
  nChanged 386
		SP:Iteration 22Q (56060.210000 sec): 3 clusters
  Score: Raw -5417834.993440 + Penalty 3482.424021 = -5414352.569419
  nChanged 348
		SP:Iteration 23Q (56060.680000 sec): 3 clusters
  Score: Raw -5417915.480857 + Penalty 3482.424021 = -5414433.056836
  nChanged 357
		SP:Iteration 24Q (56061.110000 sec): 3 clusters
  Score: Raw -5418003.796459 + Penalty 3482.424021 = -5414521.372438
  nChanged 367
		SP:Iteration 25Q (56061.510000 sec): 3 clusters
  Score: Raw -5418090.560126 + Penalty 3482.424021 = -5414608.136105
  nChanged 361
		SP:Iteration 26Q (56061.990000 sec): 3 clusters
  Score: Raw -5418178.678393 + Penalty 3482.424021 = -5414696.254372
  nChanged 364
		SP:Iteration 27Q (56062.420000 sec): 3 clusters
  Score: Raw -5418272.779307 + Penalty 3482.424021 = -5414790.355286
  nChanged 379
		SP:Iteration 28Q (56062.840000 sec): 3 clusters
  Score: Raw -5418382.618880 + Penalty 3482.424021 = -5414900.194859
  nChanged 406
		SP:Iteration 29Q (56063.330000 sec): 3 clusters
  Score: Raw -5418506.969995 + Penalty 3482.424021 = -5415024.545974
  nChanged 376
		SP:Iteration 30Q (56063.710000 sec): 3 clusters
  Score: Raw -5418624.467626 + Penalty 3482.424021 = -5415142.043605
  nChanged 356
		SP:Iteration 31Q (56064.210000 sec): 3 clusters
  Score: Raw -5418737.669683 + Penalty 3482.424021 = -5415255.245662
  nChanged 336
		SP:Iteration 32Q (56064.620000 sec): 3 clusters
  Score: Raw -5418875.528369 + Penalty 3482.424021 = -5415393.104348
  nChanged 387
		SP:Iteration 33Q (56065.030000 sec): 3 clusters
  Score: Raw -5419081.986632 + Penalty 3482.424021 = -5415599.562611
  nChanged 353
		SP:Iteration 34Q (56065.480000 sec): 3 clusters
  Score: Raw -5419265.358685 + Penalty 3482.424021 = -5415782.934664
  nChanged 331
		SP:Iteration 35Q (56065.960000 sec): 3 clusters
  Score: Raw -5419411.192882 + Penalty 3482.424021 = -5415928.768861
  nChanged 282
		SP:Iteration 36Q (56066.420000 sec): 3 clusters
  Score: Raw -5419508.892938 + Penalty 3482.424021 = -5416026.468917
  nChanged 238
		SP:Iteration 37Q (56066.830000 sec): 3 clusters
  Score: Raw -5419571.759821 + Penalty 3482.424021 = -5416089.335800
  nChanged 194
		SP:Iteration 38Q (56067.260000 sec): 3 clusters
  Score: Raw -5419617.383665 + Penalty 3482.424021 = -5416134.959644
  nChanged 160
		SP:Iteration 39Q (56067.650000 sec): 3 clusters
  Score: Raw -5419653.066720 + Penalty 3482.424021 = -5416170.642699
  nChanged 152
		SP:Iteration 40F (56068.120000 sec): 3 clusters
  Score: Raw -5419688.385801 + Penalty 3482.424021 = -5416205.961780
  nChanged 146
		SP:Iteration 41Q (56068.530000 sec): 3 clusters
  Score: Raw -5419716.959640 + Penalty 3482.424021 = -5416234.535619
  nChanged 122
		SP:Iteration 42Q (56068.930000 sec): 3 clusters
  Score: Raw -5419739.200594 + Penalty 3482.424021 = -5416256.776573
  nChanged 90
		SP:Iteration 43Q (56069.310000 sec): 3 clusters
  Score: Raw -5419751.132788 + Penalty 3482.424021 = -5416268.708768
  nChanged 79
		SP:Iteration 44Q (56069.780000 sec): 3 clusters
  Score: Raw -5419762.875497 + Penalty 3482.424021 = -5416280.451476
  nChanged 76
		SP:Iteration 45Q (56070.190000 sec): 3 clusters
  Score: Raw -5419772.547373 + Penalty 3482.424021 = -5416290.123352
  nChanged 57
		SP:Iteration 46Q (56070.570000 sec): 3 clusters
  Score: Raw -5419780.173555 + Penalty 3482.424021 = -5416297.749534
  nChanged 40
		SP:Iteration 47Q (56071.010000 sec): 3 clusters
  Score: Raw -5419785.198374 + Penalty 3482.424021 = -5416302.774353
  nChanged 37
		SP:Iteration 48Q (56071.460000 sec): 3 clusters
  Score: Raw -5419790.514795 + Penalty 3482.424021 = -5416308.090774
  nChanged 52
		SP:Iteration 49Q (56071.890000 sec): 3 clusters
  Score: Raw -5419797.517718 + Penalty 3482.424021 = -5416315.093697
  nChanged 49
		SP:Iteration 50Q (56072.330000 sec): 3 clusters
  Score: Raw -5419805.062302 + Penalty 3482.424021 = -5416322.638281
  nChanged 54
		SP:Iteration 51Q (56072.760000 sec): 3 clusters
  Score: Raw -5419811.682051 + Penalty 3482.424021 = -5416329.258030
  nChanged 47
		SP:Iteration 52Q (56073.210000 sec): 3 clusters
  Score: Raw -5419818.388480 + Penalty 3482.424021 = -5416335.964459
  nChanged 59
		SP:Iteration 53Q (56073.640000 sec): 3 clusters
  Score: Raw -5419826.390485 + Penalty 3482.424021 = -5416343.966464
  nChanged 54
		SP:Iteration 54Q (56074.090000 sec): 3 clusters
  Score: Raw -5419832.888131 + Penalty 3482.424021 = -5416350.464111
  nChanged 57
		SP:Iteration 55Q (56074.500000 sec): 3 clusters
  Score: Raw -5419839.575320 + Penalty 3482.424021 = -5416357.151299
  nChanged 43
		SP:Iteration 56Q (56074.940000 sec): 3 clusters
  Score: Raw -5419844.339095 + Penalty 3482.424021 = -5416361.915074
  nChanged 35
		SP:Iteration 57Q (56075.380000 sec): 3 clusters
  Score: Raw -5419848.051215 + Penalty 3482.424021 = -5416365.627194
  nChanged 32
		SP:Iteration 58Q (56075.770000 sec): 3 clusters
  Score: Raw -5419851.495972 + Penalty 3482.424021 = -5416369.071951
  nChanged 41
		SP:Iteration 59Q (56076.190000 sec): 3 clusters
  Score: Raw -5419855.676961 + Penalty 3482.424021 = -5416373.252940
  nChanged 31
		SP:Iteration 60F (56076.610000 sec): 3 clusters
  Score: Raw -5419859.365477 + Penalty 3482.424021 = -5416376.941456
  nChanged 36
		SP:Iteration 61Q (56077.000000 sec): 3 clusters
  Score: Raw -5419863.534870 + Penalty 3482.424021 = -5416381.110849
  nChanged 39
		SP:Iteration 62Q (56077.490000 sec): 3 clusters
  Score: Raw -5419868.026428 + Penalty 3482.424021 = -5416385.602407
  nChanged 44
		SP:Iteration 63Q (56077.890000 sec): 3 clusters
  Score: Raw -5419872.648307 + Penalty 3482.424021 = -5416390.224286
  nChanged 38
		SP:Iteration 64Q (56078.330000 sec): 3 clusters
  Score: Raw -5419878.030636 + Penalty 3482.424021 = -5416395.606615
  nChanged 44
		SP:Iteration 65Q (56078.790000 sec): 3 clusters
  Score: Raw -5419883.830395 + Penalty 3482.424021 = -5416401.406374
  nChanged 45
		SP:Iteration 66Q (56079.230000 sec): 3 clusters
  Score: Raw -5419890.852210 + Penalty 3482.424021 = -5416408.428189
  nChanged 43
		SP:Iteration 67Q (56079.660000 sec): 3 clusters
  Score: Raw -5419896.439447 + Penalty 3482.424021 = -5416414.015426
  nChanged 39
		SP:Iteration 68Q (56080.110000 sec): 3 clusters
  Score: Raw -5419900.697502 + Penalty 3482.424021 = -5416418.273481
  nChanged 43
		SP:Iteration 69Q (56080.500000 sec): 3 clusters
  Score: Raw -5419906.127020 + Penalty 3482.424021 = -5416423.702999
  nChanged 45
		SP:Iteration 70Q (56080.920000 sec): 3 clusters
  Score: Raw -5419911.462999 + Penalty 3482.424021 = -5416429.038978
  nChanged 33
		SP:Iteration 71Q (56081.380000 sec): 3 clusters
  Score: Raw -5419915.461167 + Penalty 3482.424021 = -5416433.037146
  nChanged 28
		SP:Iteration 72Q (56081.810000 sec): 3 clusters
  Score: Raw -5419918.780143 + Penalty 3482.424021 = -5416436.356122
  nChanged 23
		SP:Iteration 73Q (56082.210000 sec): 3 clusters
  Score: Raw -5419921.403023 + Penalty 3482.424021 = -5416438.979002
  nChanged 28
		SP:Iteration 74Q (56082.670000 sec): 3 clusters
  Score: Raw -5419924.340314 + Penalty 3482.424021 = -5416441.916293
  nChanged 26
		SP:Iteration 75Q (56083.130000 sec): 3 clusters
  Score: Raw -5419926.223394 + Penalty 3482.424021 = -5416443.799373
  nChanged 20
		SP:Iteration 76Q (56083.510000 sec): 3 clusters
  Score: Raw -5419928.053296 + Penalty 3482.424021 = -5416445.629275
  nChanged 20
		SP:Iteration 77Q (56083.930000 sec): 3 clusters
  Score: Raw -5419929.662669 + Penalty 3482.424021 = -5416447.238648
  nChanged 13
		SP:Iteration 78Q (56084.330000 sec): 3 clusters
  Score: Raw -5419931.038544 + Penalty 3482.424021 = -5416448.614524
  nChanged 12
		SP:Iteration 79Q (56084.750000 sec): 3 clusters
  Score: Raw -5419932.378194 + Penalty 3482.424021 = -5416449.954173
  nChanged 7
		SP:Iteration 80F (56085.210000 sec): 3 clusters
  Score: Raw -5419932.861389 + Penalty 3482.424021 = -5416450.437368
  nChanged 4
		SP:Iteration 81Q (56085.620000 sec): 3 clusters
  Score: Raw -5419933.112478 + Penalty 3482.424021 = -5416450.688457
  nChanged 4
		SP:Iteration 82Q (56086.060000 sec): 3 clusters
  Score: Raw -5419933.527686 + Penalty 3482.424021 = -5416451.103665
  nChanged 5
		SP:Iteration 83Q (56086.410000 sec): 3 clusters
  Score: Raw -5419933.876025 + Penalty 3482.424021 = -5416451.452004
  nChanged 5
		SP:Iteration 84Q (56086.800000 sec): 3 clusters
  Score: Raw -5419934.257789 + Penalty 3482.424021 = -5416451.833768
  nChanged 6
		SP:Iteration 85Q (56087.230000 sec): 3 clusters
  Score: Raw -5419934.782603 + Penalty 3482.424021 = -5416452.358582
  nChanged 8
		SP:Iteration 86Q (56087.630000 sec): 3 clusters
  Score: Raw -5419935.161416 + Penalty 3482.424021 = -5416452.737395
  nChanged 5
		SP:Iteration 87Q (56088.090000 sec): 3 clusters
  Score: Raw -5419935.617119 + Penalty 3482.424021 = -5416453.193098
  nChanged 7
		SP:Iteration 88Q (56088.530000 sec): 3 clusters
  Score: Raw -5419936.143392 + Penalty 3482.424021 = -5416453.719372
  nChanged 8
		SP:Iteration 89Q (56088.970000 sec): 3 clusters
  Score: Raw -5419936.628625 + Penalty 3482.424021 = -5416454.204604
  nChanged 3
		SP:Iteration 90Q (56089.470000 sec): 3 clusters
  Score: Raw -5419936.763393 + Penalty 3482.424021 = -5416454.339372
  nChanged 2
		SP:Iteration 91Q (56089.920000 sec): 3 clusters
  Score: Raw -5419936.907454 + Penalty 3482.424021 = -5416454.483433
  nChanged 1
		SP:Iteration 92Q (56090.420000 sec): 3 clusters
  Score: Raw -5419936.952819 + Penalty 3482.424021 = -5416454.528798
  nChanged 1
		SP:Iteration 93Q (56090.830000 sec): 3 clusters
  Score: Raw -5419937.005086 + Penalty 3482.424021 = -5416454.581065
  nChanged 1
		SP:Iteration 94Q (56091.330000 sec): 3 clusters
  Score: Raw -5419937.026148 + Penalty 3482.424021 = -5416454.602128
  nChanged 0
		SP:Iteration 95F (56091.740000 sec): 3 clusters
  Score: Raw -5419937.026148 + Penalty 3482.424021 = -5416454.602128
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 51.
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 22 (829 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (56091.830000 sec): 2 clusters
  Score: Raw -46870.265300 + Penalty 1092.035775 = -45778.229525
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (56091.970000 sec): 3 clusters
  Score: Raw -46856.302052 + Penalty 2184.071550 = -44672.230502
  nChanged 288
		SP:Iteration 1F (56092.190000 sec): 3 clusters
  Score: Raw -48004.122526 + Penalty 2184.071550 = -45820.050976
  nChanged 96
		SP:Iteration 2F (56092.360000 sec): 3 clusters
  Score: Raw -48568.430249 + Penalty 2184.071550 = -46384.358699
  nChanged 43
		SP:Iteration 3F (56092.530000 sec): 3 clusters
  Score: Raw -48821.788426 + Penalty 2184.071550 = -46637.716876
  nChanged 37
		SP:Iteration 4Q (56092.700000 sec): 3 clusters
  Score: Raw -49053.061955 + Penalty 2184.071550 = -46868.990405
  nChanged 26
		SP:Iteration 5Q (56092.870000 sec): 3 clusters
  Score: Raw -49219.497548 + Penalty 2184.071550 = -47035.425998
  nChanged 19
		SP:Iteration 6Q (56093.010000 sec): 3 clusters
  Score: Raw -49331.937578 + Penalty 2184.071550 = -47147.866027
  nChanged 12
		SP:Iteration 7Q (56093.190000 sec): 3 clusters
  Score: Raw -49389.568532 + Penalty 2184.071550 = -47205.496982
  nChanged 10
		SP:Iteration 8Q (56093.340000 sec): 3 clusters
  Score: Raw -49425.032710 + Penalty 2184.071550 = -47240.961159
  nChanged 4
		SP:Iteration 9Q (56093.520000 sec): 3 clusters
  Score: Raw -49439.661102 + Penalty 2184.071550 = -47255.589551
  nChanged 4
		SP:Iteration 10Q (56093.700000 sec): 3 clusters
  Score: Raw -49454.302665 + Penalty 2184.071550 = -47270.231115
  nChanged 2
		SP:Iteration 11Q (56093.880000 sec): 3 clusters
  Score: Raw -49456.268543 + Penalty 2184.071550 = -47272.196993
  nChanged 0
		SP:Iteration 12F (56094.030000 sec): 3 clusters
  Score: Raw -49462.448173 + Penalty 2184.071550 = -47278.376623
  nChanged 1
		SP:Iteration 13Q (56094.220000 sec): 3 clusters
  Score: Raw -49478.292444 + Penalty 2184.071550 = -47294.220893
  nChanged 3
		SP:Iteration 14Q (56094.390000 sec): 3 clusters
  Score: Raw -49514.531706 + Penalty 2184.071550 = -47330.460156
  nChanged 3
		SP:Iteration 15Q (56094.540000 sec): 3 clusters
  Score: Raw -49542.139209 + Penalty 2184.071550 = -47358.067658
  nChanged 3
		SP:Iteration 16Q (56094.710000 sec): 3 clusters
  Score: Raw -49571.076901 + Penalty 2184.071550 = -47387.005351
  nChanged 3
		SP:Iteration 17Q (56094.900000 sec): 3 clusters
  Score: Raw -49601.044565 + Penalty 2184.071550 = -47416.973015
  nChanged 5
		SP:Iteration 18Q (56094.990000 sec): 3 clusters
  Score: Raw -49660.424457 + Penalty 2184.071550 = -47476.352906
  nChanged 2
		SP:Iteration 19Q (56095.160000 sec): 3 clusters
  Score: Raw -49677.769625 + Penalty 2184.071550 = -47493.698075
  nChanged 1
		SP:Iteration 20F (56095.340000 sec): 3 clusters
  Score: Raw -49697.614692 + Penalty 2184.071550 = -47513.543142
  nChanged 2
		SP:Iteration 21Q (56095.500000 sec): 3 clusters
  Score: Raw -49722.843128 + Penalty 2184.071550 = -47538.771578
  nChanged 1
		SP:Iteration 22Q (56095.570000 sec): 3 clusters
  Score: Raw -49750.082491 + Penalty 2184.071550 = -47566.010940
  nChanged 2
		SP:Iteration 23Q (56095.670000 sec): 3 clusters
  Score: Raw -49779.977371 + Penalty 2184.071550 = -47595.905821
  nChanged 4
		SP:Iteration 24Q (56095.810000 sec): 3 clusters
  Score: Raw -49889.872667 + Penalty 2184.071550 = -47705.801117
  nChanged 4
		SP:Iteration 25Q (56095.960000 sec): 3 clusters
  Score: Raw -50030.347319 + Penalty 2184.071550 = -47846.275769
  nChanged 4
		SP:Iteration 26Q (56096.100000 sec): 3 clusters
  Score: Raw -50040.628727 + Penalty 2184.071550 = -47856.557177
  nChanged 0
		SP:Iteration 27F (56096.280000 sec): 3 clusters
  Score: Raw -50040.628727 + Penalty 2184.071550 = -47856.557177
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 52.
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 23 (871 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (56096.360000 sec): 2 clusters
  Score: Raw -92672.982946 + Penalty 1100.066821 = -91572.916125
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (56096.500000 sec): 3 clusters
  Score: Raw -92433.987702 + Penalty 2200.133642 = -90233.854060
  nChanged 251
		SP:Iteration 1F (56096.640000 sec): 3 clusters
  Score: Raw -92742.199463 + Penalty 2200.133642 = -90542.065821
  nChanged 79
		SP:Iteration 2F (56096.790000 sec): 3 clusters
  Score: Raw -92907.885075 + Penalty 2200.133642 = -90707.751433
  nChanged 59
		SP:Iteration 3F (56096.930000 sec): 3 clusters
  Score: Raw -93049.888299 + Penalty 2200.133642 = -90849.754657
  nChanged 52
		SP:Iteration 4F (56097.080000 sec): 3 clusters
  Score: Raw -93176.941223 + Penalty 2200.133642 = -90976.807580
  nChanged 50
		SP:Iteration 5F (56097.220000 sec): 3 clusters
  Score: Raw -93353.967558 + Penalty 2200.133642 = -91153.833915
  nChanged 41
		SP:Iteration 6Q (56097.360000 sec): 3 clusters
  Score: Raw -93490.571973 + Penalty 2200.133642 = -91290.438331
  nChanged 33
		SP:Iteration 7Q (56097.500000 sec): 3 clusters
  Score: Raw -93567.546693 + Penalty 2200.133642 = -91367.413051
  nChanged 27
		SP:Iteration 8Q (56097.650000 sec): 3 clusters
  Score: Raw -93635.597793 + Penalty 2200.133642 = -91435.464150
  nChanged 22
		SP:Iteration 9Q (56097.790000 sec): 3 clusters
  Score: Raw -93675.580727 + Penalty 2200.133642 = -91475.447085
  nChanged 16
		SP:Iteration 10Q (56097.940000 sec): 3 clusters
  Score: Raw -93722.753457 + Penalty 2200.133642 = -91522.619815
  nChanged 15
		SP:Iteration 11Q (56098.080000 sec): 3 clusters
  Score: Raw -93768.269921 + Penalty 2200.133642 = -91568.136279
  nChanged 13
		SP:Iteration 12Q (56098.220000 sec): 3 clusters
  Score: Raw -93794.431220 + Penalty 2200.133642 = -91594.297577
  nChanged 14
		SP:Iteration 13Q (56098.370000 sec): 3 clusters
  Score: Raw -93837.134795 + Penalty 2200.133642 = -91637.001152
  nChanged 16
		SP:Iteration 14Q (56098.580000 sec): 3 clusters
  Score: Raw -93882.930325 + Penalty 2200.133642 = -91682.796682
  nChanged 23
		SP:Iteration 15Q (56098.780000 sec): 3 clusters
  Score: Raw -94017.442259 + Penalty 2200.133642 = -91817.308616
  nChanged 15
		SP:Iteration 16Q (56098.980000 sec): 3 clusters
  Score: Raw -94157.969327 + Penalty 2200.133642 = -91957.835684
  nChanged 10
		SP:Iteration 17Q (56099.110000 sec): 3 clusters
  Score: Raw -94203.971539 + Penalty 2200.133642 = -92003.837896
  nChanged 3
		SP:Iteration 18Q (56099.300000 sec): 3 clusters
  Score: Raw -94208.822025 + Penalty 2200.133642 = -92008.688382
  nChanged 3
		SP:Iteration 19Q (56099.440000 sec): 3 clusters
  Score: Raw -94218.895586 + Penalty 2200.133642 = -92018.761944
  nChanged 1
		SP:Iteration 20F (56099.590000 sec): 3 clusters
  Score: Raw -94221.258074 + Penalty 2200.133642 = -92021.124431
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 53.
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 24 (1378 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (56099.660000 sec): 2 clusters
  Score: Raw -155540.495494 + Penalty 1174.613123 = -154365.882370
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (56099.840000 sec): 3 clusters
  Score: Raw -155042.209923 + Penalty 2349.226247 = -152692.983676
  nChanged 482
		SP:Iteration 1F (56099.960000 sec): 3 clusters
  Score: Raw -155547.889841 + Penalty 2349.226247 = -153198.663595
  nChanged 143
		SP:Iteration 2F (56100.100000 sec): 3 clusters
  Score: Raw -155741.161504 + Penalty 2349.226247 = -153391.935257
  nChanged 96
		SP:Iteration 3F (56100.300000 sec): 3 clusters
  Score: Raw -155861.779952 + Penalty 2349.226247 = -153512.553705
  nChanged 67
		SP:Iteration 4Q (56100.480000 sec): 3 clusters
  Score: Raw -155942.941745 + Penalty 2349.226247 = -153593.715498
  nChanged 36
		SP:Iteration 5Q (56100.660000 sec): 3 clusters
  Score: Raw -155983.431298 + Penalty 2349.226247 = -153634.205051
  nChanged 36
		SP:Iteration 6Q (56100.840000 sec): 3 clusters
  Score: Raw -156041.524391 + Penalty 2349.226247 = -153692.298144
  nChanged 31
		SP:Iteration 7Q (56101.010000 sec): 3 clusters
  Score: Raw -156100.673123 + Penalty 2349.226247 = -153751.446877
  nChanged 33
		SP:Iteration 8Q (56101.160000 sec): 3 clusters
  Score: Raw -156142.956290 + Penalty 2349.226247 = -153793.730043
  nChanged 23
		SP:Iteration 9Q (56101.300000 sec): 3 clusters
  Score: Raw -156166.772142 + Penalty 2349.226247 = -153817.545895
  nChanged 18
		SP:Iteration 10Q (56101.430000 sec): 3 clusters
  Score: Raw -156179.166233 + Penalty 2349.226247 = -153829.939986
  nChanged 8
		SP:Iteration 11Q (56101.560000 sec): 3 clusters
  Score: Raw -156188.298075 + Penalty 2349.226247 = -153839.071829
  nChanged 19
		SP:Iteration 12Q (56101.680000 sec): 3 clusters
  Score: Raw -156212.989350 + Penalty 2349.226247 = -153863.763103
  nChanged 15
		SP:Iteration 13Q (56101.760000 sec): 3 clusters
  Score: Raw -156233.372883 + Penalty 2349.226247 = -153884.146636
  nChanged 18
		SP:Iteration 14Q (56101.930000 sec): 3 clusters
  Score: Raw -156273.228908 + Penalty 2349.226247 = -153924.002661
  nChanged 30
		SP:Iteration 15Q (56102.040000 sec): 3 clusters
  Score: Raw -156331.113522 + Penalty 2349.226247 = -153981.887275
  nChanged 33
		SP:Iteration 16Q (56102.140000 sec): 3 clusters
  Score: Raw -156398.164231 + Penalty 2349.226247 = -154048.937985
  nChanged 31
		SP:Iteration 17Q (56102.280000 sec): 3 clusters
  Score: Raw -156463.808777 + Penalty 2349.226247 = -154114.582530
  nChanged 29
		SP:Iteration 18Q (56102.420000 sec): 3 clusters
  Score: Raw -156503.982149 + Penalty 2349.226247 = -154154.755903
  nChanged 21
		SP:Iteration 19Q (56102.560000 sec): 3 clusters
  Score: Raw -156524.316571 + Penalty 2349.226247 = -154175.090325
  nChanged 10
		SP:Iteration 20F (56102.740000 sec): 3 clusters
  Score: Raw -156567.677545 + Penalty 2349.226247 = -154218.451298
  nChanged 15
		SP:Iteration 21Q (56102.880000 sec): 3 clusters
  Score: Raw -156612.795488 + Penalty 2349.226247 = -154263.569241
  nChanged 15
		SP:Iteration 22Q (56103.020000 sec): 3 clusters
  Score: Raw -156641.808146 + Penalty 2349.226247 = -154292.581900
  nChanged 16
		SP:Iteration 23Q (56103.150000 sec): 3 clusters
  Score: Raw -156662.507196 + Penalty 2349.226247 = -154313.280949
  nChanged 16
		SP:Iteration 24Q (56103.290000 sec): 3 clusters
  Score: Raw -156688.566895 + Penalty 2349.226247 = -154339.340649
  nChanged 13
		SP:Iteration 25Q (56103.390000 sec): 3 clusters
  Score: Raw -156713.816727 + Penalty 2349.226247 = -154364.590480
  nChanged 13
		SP:Iteration 26Q (56103.520000 sec): 3 clusters
  Score: Raw -156727.702828 + Penalty 2349.226247 = -154378.476581
  nChanged 10
		SP:Iteration 27Q (56103.740000 sec): 3 clusters
  Score: Raw -156735.796776 + Penalty 2349.226247 = -154386.570529
  nChanged 5
		SP:Iteration 28Q (56103.950000 sec): 3 clusters
  Score: Raw -156738.802455 + Penalty 2349.226247 = -154389.576208
  nChanged 1
		SP:Iteration 29Q (56104.080000 sec): 3 clusters
  Score: Raw -156739.741980 + Penalty 2349.226247 = -154390.515733
  nChanged 1
		SP:Iteration 30Q (56104.250000 sec): 3 clusters
  Score: Raw -156740.777008 + Penalty 2349.226247 = -154391.550761
  nChanged 2
		SP:Iteration 31Q (56104.460000 sec): 3 clusters
  Score: Raw -156741.364700 + Penalty 2349.226247 = -154392.138453
  nChanged 1
		SP:Iteration 32Q (56104.580000 sec): 3 clusters
  Score: Raw -156741.964752 + Penalty 2349.226247 = -154392.738505
  nChanged 0
		SP:Iteration 33F (56104.750000 sec): 3 clusters
  Score: Raw -156742.571813 + Penalty 2349.226247 = -154393.345566
  nChanged 2
		SP:Iteration 34Q (56104.880000 sec): 3 clusters
  Score: Raw -156750.340075 + Penalty 2349.226247 = -154401.113828
  nChanged 6
		SP:Iteration 35Q (56105.020000 sec): 3 clusters
  Score: Raw -156758.818468 + Penalty 2349.226247 = -154409.592221
  nChanged 6
		SP:Iteration 36Q (56105.160000 sec): 3 clusters
  Score: Raw -156766.006589 + Penalty 2349.226247 = -154416.780342
  nChanged 2
		SP:Iteration 37Q (56105.330000 sec): 3 clusters
  Score: Raw -156769.020720 + Penalty 2349.226247 = -154419.794473
  nChanged 1
		SP:Iteration 38Q (56105.440000 sec): 3 clusters
  Score: Raw -156769.330701 + Penalty 2349.226247 = -154420.104454
  nChanged 0
		SP:Iteration 39F (56105.580000 sec): 3 clusters
  Score: Raw -156769.330701 + Penalty 2349.226247 = -154420.104454
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 54.
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 25 (10037 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (56105.670000 sec): 2 clusters
  Score: Raw -1218259.210286 + Penalty 1497.280451 = -1216761.929836
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (56105.870000 sec): 3 clusters
  Score: Raw -1212488.234038 + Penalty 2994.560902 = -1209493.673136
  nChanged 4370
		SP:Iteration 1F (56106.100000 sec): 3 clusters
  Score: Raw -1214860.453327 + Penalty 2994.560902 = -1211865.892425
  nChanged 660
		SP:Iteration 2F (56106.280000 sec): 3 clusters
  Score: Raw -1215236.417171 + Penalty 2994.560902 = -1212241.856269
  nChanged 661
		SP:Iteration 3F (56106.510000 sec): 3 clusters
  Score: Raw -1215604.895971 + Penalty 2994.560902 = -1212610.335070
  nChanged 579
		SP:Iteration 4F (56106.700000 sec): 3 clusters
  Score: Raw -1215911.825265 + Penalty 2994.560902 = -1212917.264363
  nChanged 530
		SP:Iteration 5F (56106.900000 sec): 3 clusters
  Score: Raw -1216230.039480 + Penalty 2994.560902 = -1213235.478578
  nChanged 541
		SP:Iteration 6F (56107.130000 sec): 3 clusters
  Score: Raw -1216594.934457 + Penalty 2994.560902 = -1213600.373555
  nChanged 573
		SP:Iteration 7F (56107.380000 sec): 3 clusters
  Score: Raw -1217046.932107 + Penalty 2994.560902 = -1214052.371205
  nChanged 606
		SP:Iteration 8F (56107.580000 sec): 3 clusters
  Score: Raw -1217577.991565 + Penalty 2994.560902 = -1214583.430663
  nChanged 564
		SP:Iteration 9F (56107.810000 sec): 3 clusters
  Score: Raw -1218063.251150 + Penalty 2994.560902 = -1215068.690249
  nChanged 447
		SP:Iteration 10Q (56108.020000 sec): 3 clusters
  Score: Raw -1218383.453208 + Penalty 2994.560902 = -1215388.892306
  nChanged 329
		SP:Iteration 11Q (56108.180000 sec): 3 clusters
  Score: Raw -1218596.066145 + Penalty 2994.560902 = -1215601.505243
  nChanged 283
		SP:Iteration 12Q (56108.450000 sec): 3 clusters
  Score: Raw -1218784.710591 + Penalty 2994.560902 = -1215790.149689
  nChanged 274
		SP:Iteration 13Q (56108.610000 sec): 3 clusters
  Score: Raw -1218969.646218 + Penalty 2994.560902 = -1215975.085316
  nChanged 232
		SP:Iteration 14Q (56108.870000 sec): 3 clusters
  Score: Raw -1219107.572980 + Penalty 2994.560902 = -1216113.012079
  nChanged 200
		SP:Iteration 15Q (56109.080000 sec): 3 clusters
  Score: Raw -1219204.725235 + Penalty 2994.560902 = -1216210.164333
  nChanged 164
		SP:Iteration 16Q (56109.280000 sec): 3 clusters
  Score: Raw -1219282.411403 + Penalty 2994.560902 = -1216287.850502
  nChanged 155
		SP:Iteration 17Q (56109.460000 sec): 3 clusters
  Score: Raw -1219366.638041 + Penalty 2994.560902 = -1216372.077139
  nChanged 157
		SP:Iteration 18Q (56109.660000 sec): 3 clusters
  Score: Raw -1219469.364775 + Penalty 2994.560902 = -1216474.803873
  nChanged 143
		SP:Iteration 19Q (56109.890000 sec): 3 clusters
  Score: Raw -1219569.426668 + Penalty 2994.560902 = -1216574.865766
  nChanged 148
		SP:Iteration 20F (56110.100000 sec): 3 clusters
  Score: Raw -1219676.590529 + Penalty 2994.560902 = -1216682.029628
  nChanged 130
		SP:Iteration 21Q (56110.310000 sec): 3 clusters
  Score: Raw -1219760.626923 + Penalty 2994.560902 = -1216766.066021
  nChanged 95
		SP:Iteration 22Q (56110.500000 sec): 3 clusters
  Score: Raw -1219798.321455 + Penalty 2994.560902 = -1216803.760553
  nChanged 72
		SP:Iteration 23Q (56110.670000 sec): 3 clusters
  Score: Raw -1219819.600119 + Penalty 2994.560902 = -1216825.039217
  nChanged 54
		SP:Iteration 24Q (56110.810000 sec): 3 clusters
  Score: Raw -1219831.040166 + Penalty 2994.560902 = -1216836.479265
  nChanged 39
		SP:Iteration 25Q (56111.030000 sec): 3 clusters
  Score: Raw -1219838.456900 + Penalty 2994.560902 = -1216843.895998
  nChanged 29
		SP:Iteration 26Q (56111.190000 sec): 3 clusters
  Score: Raw -1219842.702736 + Penalty 2994.560902 = -1216848.141835
  nChanged 18
		SP:Iteration 27Q (56111.380000 sec): 3 clusters
  Score: Raw -1219844.772155 + Penalty 2994.560902 = -1216850.211254
  nChanged 12
		SP:Iteration 28Q (56111.620000 sec): 3 clusters
  Score: Raw -1219846.256949 + Penalty 2994.560902 = -1216851.696047
  nChanged 7
		SP:Iteration 29Q (56111.800000 sec): 3 clusters
  Score: Raw -1219846.895667 + Penalty 2994.560902 = -1216852.334765
  nChanged 6
		SP:Iteration 30Q (56111.910000 sec): 3 clusters
  Score: Raw -1219847.373222 + Penalty 2994.560902 = -1216852.812321
  nChanged 4
		SP:Iteration 31Q (56112.160000 sec): 3 clusters
  Score: Raw -1219847.751810 + Penalty 2994.560902 = -1216853.190909
  nChanged 4
		SP:Iteration 32Q (56112.400000 sec): 3 clusters
  Score: Raw -1219848.334044 + Penalty 2994.560902 = -1216853.773142
  nChanged 2
		SP:Iteration 33Q (56112.610000 sec): 3 clusters
  Score: Raw -1219848.616708 + Penalty 2994.560902 = -1216854.055806
  nChanged 4
		SP:Iteration 34Q (56112.780000 sec): 3 clusters
  Score: Raw -1219849.111597 + Penalty 2994.560902 = -1216854.550695
  nChanged 3
		SP:Iteration 35Q (56112.980000 sec): 3 clusters
  Score: Raw -1219849.479757 + Penalty 2994.560902 = -1216854.918855
  nChanged 5
		SP:Iteration 36Q (56113.160000 sec): 3 clusters
  Score: Raw -1219850.050809 + Penalty 2994.560902 = -1216855.489907
  nChanged 4
		SP:Iteration 37Q (56113.330000 sec): 3 clusters
  Score: Raw -1219850.256464 + Penalty 2994.560902 = -1216855.695562
  nChanged 4
		SP:Iteration 38Q (56113.550000 sec): 3 clusters
  Score: Raw -1219850.550024 + Penalty 2994.560902 = -1216855.989122
  nChanged 4
		SP:Iteration 39Q (56113.800000 sec): 3 clusters
  Score: Raw -1219850.838141 + Penalty 2994.560902 = -1216856.277240
  nChanged 2
		SP:Iteration 40F (56114.000000 sec): 3 clusters
  Score: Raw -1219851.098977 + Penalty 2994.560902 = -1216856.538075
  nChanged 2
		SP:Iteration 41Q (56114.150000 sec): 3 clusters
  Score: Raw -1219851.214442 + Penalty 2994.560902 = -1216856.653540
  nChanged 1
		SP:Iteration 42Q (56114.340000 sec): 3 clusters
  Score: Raw -1219851.381510 + Penalty 2994.560902 = -1216856.820608
  nChanged 2
		SP:Iteration 43Q (56114.530000 sec): 3 clusters
  Score: Raw -1219851.530069 + Penalty 2994.560902 = -1216856.969167
  nChanged 1
		SP:Iteration 44Q (56114.680000 sec): 3 clusters
  Score: Raw -1219851.649558 + Penalty 2994.560902 = -1216857.088657
  nChanged 2
		SP:Iteration 45Q (56114.900000 sec): 3 clusters
  Score: Raw -1219851.849432 + Penalty 2994.560902 = -1216857.288530
  nChanged 5
		SP:Iteration 46Q (56115.100000 sec): 3 clusters
  Score: Raw -1219852.204697 + Penalty 2994.560902 = -1216857.643796
  nChanged 2
		SP:Iteration 47Q (56115.240000 sec): 3 clusters
  Score: Raw -1219852.397407 + Penalty 2994.560902 = -1216857.836505
  nChanged 0
		SP:Iteration 48F (56115.410000 sec): 3 clusters
  Score: Raw -1219852.397407 + Penalty 2994.560902 = -1216857.836505
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 55.
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 26 (4024 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (56115.540000 sec): 2 clusters
  Score: Raw -454674.733997 + Penalty 1348.755153 = -453325.978844
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (56115.680000 sec): 3 clusters
  Score: Raw -452644.649649 + Penalty 2697.510306 = -449947.139343
  nChanged 1607
		SP:Iteration 1F (56115.810000 sec): 3 clusters
  Score: Raw -453538.770674 + Penalty 2697.510306 = -450841.260368
  nChanged 327
		SP:Iteration 2F (56115.960000 sec): 3 clusters
  Score: Raw -453798.523321 + Penalty 2697.510306 = -451101.013015
  nChanged 265
		SP:Iteration 3F (56116.100000 sec): 3 clusters
  Score: Raw -453994.706728 + Penalty 2697.510306 = -451297.196422
  nChanged 238
		SP:Iteration 4F (56116.290000 sec): 3 clusters
  Score: Raw -454181.103159 + Penalty 2697.510306 = -451483.592852
  nChanged 233
		SP:Iteration 5F (56116.420000 sec): 3 clusters
  Score: Raw -454385.270034 + Penalty 2697.510306 = -451687.759728
  nChanged 193
		SP:Iteration 6Q (56116.580000 sec): 3 clusters
  Score: Raw -454534.010249 + Penalty 2697.510306 = -451836.499943
  nChanged 175
		SP:Iteration 7Q (56116.770000 sec): 3 clusters
  Score: Raw -454660.010880 + Penalty 2697.510306 = -451962.500574
  nChanged 147
		SP:Iteration 8Q (56116.920000 sec): 3 clusters
  Score: Raw -454764.607730 + Penalty 2697.510306 = -452067.097424
  nChanged 134
		SP:Iteration 9Q (56117.050000 sec): 3 clusters
  Score: Raw -454850.017416 + Penalty 2697.510306 = -452152.507110
  nChanged 111
		SP:Iteration 10Q (56117.210000 sec): 3 clusters
  Score: Raw -454922.784670 + Penalty 2697.510306 = -452225.274364
  nChanged 88
		SP:Iteration 11Q (56117.400000 sec): 3 clusters
  Score: Raw -454980.010211 + Penalty 2697.510306 = -452282.499905
  nChanged 74
		SP:Iteration 12Q (56117.590000 sec): 3 clusters
  Score: Raw -455025.195215 + Penalty 2697.510306 = -452327.684908
  nChanged 74
		SP:Iteration 13Q (56117.730000 sec): 3 clusters
  Score: Raw -455064.839550 + Penalty 2697.510306 = -452367.329244
  nChanged 67
		SP:Iteration 14Q (56117.910000 sec): 3 clusters
  Score: Raw -455104.917478 + Penalty 2697.510306 = -452407.407171
  nChanged 70
		SP:Iteration 15Q (56118.120000 sec): 3 clusters
  Score: Raw -455143.979266 + Penalty 2697.510306 = -452446.468959
  nChanged 49
		SP:Iteration 16Q (56118.250000 sec): 3 clusters
  Score: Raw -455170.125892 + Penalty 2697.510306 = -452472.615586
  nChanged 48
		SP:Iteration 17Q (56118.410000 sec): 3 clusters
  Score: Raw -455191.094205 + Penalty 2697.510306 = -452493.583899
  nChanged 36
		SP:Iteration 18Q (56118.600000 sec): 3 clusters
  Score: Raw -455208.217249 + Penalty 2697.510306 = -452510.706942
  nChanged 35
		SP:Iteration 19Q (56118.740000 sec): 3 clusters
  Score: Raw -455228.233409 + Penalty 2697.510306 = -452530.723103
  nChanged 41
		SP:Iteration 20F (56118.860000 sec): 3 clusters
  Score: Raw -455246.054183 + Penalty 2697.510306 = -452548.543876
  nChanged 32
		SP:Iteration 21Q (56118.970000 sec): 3 clusters
  Score: Raw -455256.968652 + Penalty 2697.510306 = -452559.458345
  nChanged 22
		SP:Iteration 22Q (56119.100000 sec): 3 clusters
  Score: Raw -455265.885250 + Penalty 2697.510306 = -452568.374943
  nChanged 24
		SP:Iteration 23Q (56119.240000 sec): 3 clusters
  Score: Raw -455274.531024 + Penalty 2697.510306 = -452577.020718
  nChanged 22
		SP:Iteration 24Q (56119.370000 sec): 3 clusters
  Score: Raw -455280.532343 + Penalty 2697.510306 = -452583.022037
  nChanged 18
		SP:Iteration 25Q (56119.480000 sec): 3 clusters
  Score: Raw -455286.281054 + Penalty 2697.510306 = -452588.770748
  nChanged 15
		SP:Iteration 26Q (56119.660000 sec): 3 clusters
  Score: Raw -455291.826990 + Penalty 2697.510306 = -452594.316684
  nChanged 16
		SP:Iteration 27Q (56119.800000 sec): 3 clusters
  Score: Raw -455297.237027 + Penalty 2697.510306 = -452599.726720
  nChanged 15
		SP:Iteration 28Q (56119.930000 sec): 3 clusters
  Score: Raw -455302.853155 + Penalty 2697.510306 = -452605.342848
  nChanged 20
		SP:Iteration 29Q (56120.060000 sec): 3 clusters
  Score: Raw -455310.017036 + Penalty 2697.510306 = -452612.506730
  nChanged 22
		SP:Iteration 30Q (56120.220000 sec): 3 clusters
  Score: Raw -455318.505010 + Penalty 2697.510306 = -452620.994703
  nChanged 26
		SP:Iteration 31Q (56120.320000 sec): 3 clusters
  Score: Raw -455326.285582 + Penalty 2697.510306 = -452628.775275
  nChanged 17
		SP:Iteration 32Q (56120.430000 sec): 3 clusters
  Score: Raw -455334.101674 + Penalty 2697.510306 = -452636.591367
  nChanged 26
		SP:Iteration 33Q (56120.590000 sec): 3 clusters
  Score: Raw -455345.912629 + Penalty 2697.510306 = -452648.402322
  nChanged 28
		SP:Iteration 34Q (56120.800000 sec): 3 clusters
  Score: Raw -455355.395423 + Penalty 2697.510306 = -452657.885117
  nChanged 22
		SP:Iteration 35Q (56120.920000 sec): 3 clusters
  Score: Raw -455361.261438 + Penalty 2697.510306 = -452663.751132
  nChanged 15
		SP:Iteration 36Q (56121.140000 sec): 3 clusters
  Score: Raw -455365.446208 + Penalty 2697.510306 = -452667.935901
  nChanged 19
		SP:Iteration 37Q (56121.300000 sec): 3 clusters
  Score: Raw -455373.462240 + Penalty 2697.510306 = -452675.951933
  nChanged 21
		SP:Iteration 38Q (56121.470000 sec): 3 clusters
  Score: Raw -455383.175245 + Penalty 2697.510306 = -452685.664939
  nChanged 24
		SP:Iteration 39Q (56121.630000 sec): 3 clusters
  Score: Raw -455393.843802 + Penalty 2697.510306 = -452696.333496
  nChanged 29
		SP:Iteration 40F (56121.820000 sec): 3 clusters
  Score: Raw -455412.348417 + Penalty 2697.510306 = -452714.838111
  nChanged 27
		SP:Iteration 41Q (56121.960000 sec): 3 clusters
  Score: Raw -455427.904024 + Penalty 2697.510306 = -452730.393718
  nChanged 28
		SP:Iteration 42Q (56122.140000 sec): 3 clusters
  Score: Raw -455448.910569 + Penalty 2697.510306 = -452751.400263
  nChanged 34
		SP:Iteration 43Q (56122.320000 sec): 3 clusters
  Score: Raw -455474.011973 + Penalty 2697.510306 = -452776.501667
  nChanged 43
		SP:Iteration 44Q (56122.480000 sec): 3 clusters
  Score: Raw -455503.648895 + Penalty 2697.510306 = -452806.138589
  nChanged 44
		SP:Iteration 45Q (56122.610000 sec): 3 clusters
  Score: Raw -455526.498299 + Penalty 2697.510306 = -452828.987993
  nChanged 30
		SP:Iteration 46Q (56122.810000 sec): 3 clusters
  Score: Raw -455538.367584 + Penalty 2697.510306 = -452840.857278
  nChanged 33
		SP:Iteration 47Q (56122.980000 sec): 3 clusters
  Score: Raw -455554.758598 + Penalty 2697.510306 = -452857.248292
  nChanged 31
		SP:Iteration 48Q (56123.090000 sec): 3 clusters
  Score: Raw -455569.206423 + Penalty 2697.510306 = -452871.696117
  nChanged 32
		SP:Iteration 49Q (56123.250000 sec): 3 clusters
  Score: Raw -455583.997551 + Penalty 2697.510306 = -452886.487244
  nChanged 27
		SP:Iteration 50Q (56123.450000 sec): 3 clusters
  Score: Raw -455596.895110 + Penalty 2697.510306 = -452899.384804
  nChanged 18
		SP:Iteration 51Q (56123.580000 sec): 3 clusters
  Score: Raw -455602.845908 + Penalty 2697.510306 = -452905.335602
  nChanged 14
		SP:Iteration 52Q (56123.740000 sec): 3 clusters
  Score: Raw -455607.490367 + Penalty 2697.510306 = -452909.980060
  nChanged 18
		SP:Iteration 53Q (56123.890000 sec): 3 clusters
  Score: Raw -455613.869432 + Penalty 2697.510306 = -452916.359125
  nChanged 20
		SP:Iteration 54Q (56124.100000 sec): 3 clusters
  Score: Raw -455620.972504 + Penalty 2697.510306 = -452923.462197
  nChanged 15
		SP:Iteration 55Q (56124.220000 sec): 3 clusters
  Score: Raw -455626.519481 + Penalty 2697.510306 = -452929.009174
  nChanged 13
		SP:Iteration 56Q (56124.400000 sec): 3 clusters
  Score: Raw -455637.733336 + Penalty 2697.510306 = -452940.223029
  nChanged 23
		SP:Iteration 57Q (56124.500000 sec): 3 clusters
  Score: Raw -455654.288442 + Penalty 2697.510306 = -452956.778136
  nChanged 28
		SP:Iteration 58Q (56124.660000 sec): 3 clusters
  Score: Raw -455681.279532 + Penalty 2697.510306 = -452983.769225
  nChanged 35
		SP:Iteration 59Q (56124.820000 sec): 3 clusters
  Score: Raw -455707.695568 + Penalty 2697.510306 = -453010.185261
  nChanged 32
		SP:Iteration 60F (56124.960000 sec): 3 clusters
  Score: Raw -455731.316082 + Penalty 2697.510306 = -453033.805776
  nChanged 32
		SP:Iteration 61Q (56125.130000 sec): 3 clusters
  Score: Raw -455753.946317 + Penalty 2697.510306 = -453056.436010
  nChanged 38
		SP:Iteration 62Q (56125.280000 sec): 3 clusters
  Score: Raw -455783.107774 + Penalty 2697.510306 = -453085.597468
  nChanged 26
		SP:Iteration 63Q (56125.400000 sec): 3 clusters
  Score: Raw -455802.871404 + Penalty 2697.510306 = -453105.361098
  nChanged 26
		SP:Iteration 64Q (56125.610000 sec): 3 clusters
  Score: Raw -455828.226289 + Penalty 2697.510306 = -453130.715982
  nChanged 28
		SP:Iteration 65Q (56125.750000 sec): 3 clusters
  Score: Raw -455860.290019 + Penalty 2697.510306 = -453162.779713
  nChanged 34
		SP:Iteration 66Q (56125.940000 sec): 3 clusters
  Score: Raw -455895.228987 + Penalty 2697.510306 = -453197.718681
  nChanged 33
		SP:Iteration 67Q (56126.090000 sec): 3 clusters
  Score: Raw -455920.667396 + Penalty 2697.510306 = -453223.157089
  nChanged 23
		SP:Iteration 68Q (56126.230000 sec): 3 clusters
  Score: Raw -455942.038186 + Penalty 2697.510306 = -453244.527880
  nChanged 20
		SP:Iteration 69Q (56126.360000 sec): 3 clusters
  Score: Raw -455951.656176 + Penalty 2697.510306 = -453254.145869
  nChanged 12
		SP:Iteration 70Q (56126.470000 sec): 3 clusters
  Score: Raw -455955.521226 + Penalty 2697.510306 = -453258.010920
  nChanged 6
		SP:Iteration 71Q (56126.620000 sec): 3 clusters
  Score: Raw -455958.387687 + Penalty 2697.510306 = -453260.877381
  nChanged 1
		SP:Iteration 72Q (56126.730000 sec): 3 clusters
  Score: Raw -455958.654789 + Penalty 2697.510306 = -453261.144483
  nChanged 3
		SP:Iteration 73Q (56126.870000 sec): 3 clusters
  Score: Raw -455959.312198 + Penalty 2697.510306 = -453261.801892
  nChanged 0
		SP:Iteration 74F (56126.990000 sec): 3 clusters
  Score: Raw -455959.312198 + Penalty 2697.510306 = -453261.801892
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 27 (1250 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (56127.080000 sec): 2 clusters
  Score: Raw -147806.131605 + Penalty 1158.771060 = -146647.360545
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (56127.210000 sec): 3 clusters
  Score: Raw -147387.682298 + Penalty 2317.542120 = -145070.140178
  nChanged 406
		SP:Iteration 1F (56127.330000 sec): 3 clusters
  Score: Raw -147735.429691 + Penalty 2317.542120 = -145417.887571
  nChanged 104
		SP:Iteration 2F (56127.480000 sec): 3 clusters
  Score: Raw -147866.215669 + Penalty 2317.542120 = -145548.673549
  nChanged 79
		SP:Iteration 3F (56127.620000 sec): 3 clusters
  Score: Raw -147968.610180 + Penalty 2317.542120 = -145651.068060
  nChanged 58
		SP:Iteration 4Q (56127.730000 sec): 3 clusters
  Score: Raw -148039.001906 + Penalty 2317.542120 = -145721.459786
  nChanged 41
		SP:Iteration 5Q (56127.870000 sec): 3 clusters
  Score: Raw -148094.613081 + Penalty 2317.542120 = -145777.070961
  nChanged 36
		SP:Iteration 6Q (56127.900000 sec): 3 clusters
  Score: Raw -148134.466644 + Penalty 2317.542120 = -145816.924524
  nChanged 34
		SP:Iteration 7Q (56128.040000 sec): 3 clusters
  Score: Raw -148181.065218 + Penalty 2317.542120 = -145863.523098
  nChanged 40
		SP:Iteration 8Q (56128.190000 sec): 3 clusters
  Score: Raw -148229.480349 + Penalty 2317.542120 = -145911.938229
  nChanged 40
		SP:Iteration 9Q (56128.360000 sec): 3 clusters
  Score: Raw -148274.504997 + Penalty 2317.542120 = -145956.962877
  nChanged 30
		SP:Iteration 10Q (56128.520000 sec): 3 clusters
  Score: Raw -148309.604077 + Penalty 2317.542120 = -145992.061957
  nChanged 34
		SP:Iteration 11Q (56128.640000 sec): 3 clusters
  Score: Raw -148347.440529 + Penalty 2317.542120 = -146029.898409
  nChanged 32
		SP:Iteration 12Q (56128.810000 sec): 3 clusters
  Score: Raw -148378.349300 + Penalty 2317.542120 = -146060.807180
  nChanged 22
		SP:Iteration 13Q (56128.900000 sec): 3 clusters
  Score: Raw -148400.894222 + Penalty 2317.542120 = -146083.352103
  nChanged 18
		SP:Iteration 14Q (56129.030000 sec): 3 clusters
  Score: Raw -148423.209990 + Penalty 2317.542120 = -146105.667870
  nChanged 21
		SP:Iteration 15Q (56129.210000 sec): 3 clusters
  Score: Raw -148447.287115 + Penalty 2317.542120 = -146129.744995
  nChanged 12
		SP:Iteration 16Q (56129.290000 sec): 3 clusters
  Score: Raw -148456.684030 + Penalty 2317.542120 = -146139.141910
  nChanged 8
		SP:Iteration 17Q (56129.460000 sec): 3 clusters
  Score: Raw -148466.618479 + Penalty 2317.542120 = -146149.076359
  nChanged 7
		SP:Iteration 18Q (56129.640000 sec): 3 clusters
  Score: Raw -148474.402799 + Penalty 2317.542120 = -146156.860679
  nChanged 7
		SP:Iteration 19Q (56129.740000 sec): 3 clusters
  Score: Raw -148480.465642 + Penalty 2317.542120 = -146162.923522
  nChanged 1
		SP:Iteration 20F (56129.840000 sec): 3 clusters
  Score: Raw -148481.349004 + Penalty 2317.542120 = -146163.806884
  nChanged 2
		SP:Iteration 21Q (56129.980000 sec): 3 clusters
  Score: Raw -148484.245659 + Penalty 2317.542120 = -146166.703539
  nChanged 1
		SP:Iteration 22Q (56130.110000 sec): 3 clusters
  Score: Raw -148484.818442 + Penalty 2317.542120 = -146167.276322
  nChanged 1
		SP:Iteration 23Q (56130.290000 sec): 3 clusters
  Score: Raw -148485.548484 + Penalty 2317.542120 = -146168.006364
  nChanged 0
		SP:Iteration 24F (56130.420000 sec): 3 clusters
  Score: Raw -148485.548484 + Penalty 2317.542120 = -146168.006364
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 28 (533 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (56130.460000 sec): 2 clusters
  Score: Raw -65486.769550 + Penalty 1020.259731 = -64466.509819
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (56130.620000 sec): 3 clusters
  Score: Raw -65367.381895 + Penalty 2040.519463 = -63326.862432
  nChanged 143
		SP:Iteration 1F (56130.780000 sec): 3 clusters
  Score: Raw -65542.262778 + Penalty 2040.519463 = -63501.743315
  nChanged 28
		SP:Iteration 2F (56130.880000 sec): 3 clusters
  Score: Raw -65583.885853 + Penalty 2040.519463 = -63543.366390
  nChanged 13
		SP:Iteration 3Q (56130.990000 sec): 3 clusters
  Score: Raw -65607.403219 + Penalty 2040.519463 = -63566.883756
  nChanged 3
		SP:Iteration 4Q (56131.100000 sec): 3 clusters
  Score: Raw -65612.222161 + Penalty 2040.519463 = -63571.702699
  nChanged 3
		SP:Iteration 5Q (56131.170000 sec): 3 clusters
  Score: Raw -65614.696424 + Penalty 2040.519463 = -63574.176962
  nChanged 0
		SP:Iteration 6F (56131.300000 sec): 3 clusters
  Score: Raw -65614.696424 + Penalty 2040.519463 = -63574.176962
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 29 (247 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (56131.360000 sec): 2 clusters
  Score: Raw -26731.861923 + Penalty 895.275605 = -25836.586318
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (56131.450000 sec): 3 clusters
  Score: Raw -26816.431031 + Penalty 1790.551209 = -25025.879822
  nChanged 35
		SP:Iteration 1F (56131.560000 sec): 3 clusters
  Score: Raw -26950.223280 + Penalty 1790.551209 = -25159.672070
  nChanged 16
		SP:Iteration 2F (56131.660000 sec): 3 clusters
  Score: Raw -27005.262241 + Penalty 1790.551209 = -25214.711031
  nChanged 11
		SP:Iteration 3Q (56131.750000 sec): 3 clusters
  Score: Raw -27065.365033 + Penalty 1790.551209 = -25274.813824
  nChanged 13
		SP:Iteration 4F (56131.900000 sec): 3 clusters
  Score: Raw -27158.212481 + Penalty 1790.551209 = -25367.661271
  nChanged 9
		SP:Iteration 5Q (56132.040000 sec): 3 clusters
  Score: Raw -27242.498924 + Penalty 1790.551209 = -25451.947715
  nChanged 5
		SP:Iteration 6Q (56132.210000 sec): 3 clusters
  Score: Raw -27298.414761 + Penalty 1790.551209 = -25507.863551
  nChanged 3
		SP:Iteration 7Q (56132.390000 sec): 3 clusters
  Score: Raw -27381.141475 + Penalty 1790.551209 = -25590.590265
  nChanged 6
		SP:Iteration 8Q (56132.490000 sec): 3 clusters
  Score: Raw -27428.480414 + Penalty 1790.551209 = -25637.929205
  nChanged 5
		SP:Iteration 9Q (56132.680000 sec): 3 clusters
  Score: Raw -27450.616886 + Penalty 1790.551209 = -25660.065676
  nChanged 2
		SP:Iteration 10Q (56132.810000 sec): 3 clusters
  Score: Raw -27468.243606 + Penalty 1790.551209 = -25677.692397
  nChanged 2
		SP:Iteration 11Q (56132.950000 sec): 3 clusters
  Score: Raw -27483.190542 + Penalty 1790.551209 = -25692.639332
  nChanged 0
		SP:Iteration 12F (56133.110000 sec): 3 clusters
  Score: Raw -27483.190542 + Penalty 1790.551209 = -25692.639332
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 30 (2363 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (56133.190000 sec): 2 clusters
  Score: Raw -276601.560095 + Penalty 1262.249183 = -275339.310913
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (56133.340000 sec): 3 clusters
  Score: Raw -275522.618484 + Penalty 2524.498365 = -272998.120119
  nChanged 844
		SP:Iteration 1F (56133.540000 sec): 3 clusters
  Score: Raw -276063.497510 + Penalty 2524.498365 = -273538.999145
  nChanged 197
		SP:Iteration 2F (56133.710000 sec): 3 clusters
  Score: Raw -276225.171645 + Penalty 2524.498365 = -273700.673280
  nChanged 141
		SP:Iteration 3F (56133.870000 sec): 3 clusters
  Score: Raw -276316.692866 + Penalty 2524.498365 = -273792.194500
  nChanged 107
		SP:Iteration 4Q (56134.010000 sec): 3 clusters
  Score: Raw -276393.807285 + Penalty 2524.498365 = -273869.308920
  nChanged 85
		SP:Iteration 5Q (56134.140000 sec): 3 clusters
  Score: Raw -276452.244372 + Penalty 2524.498365 = -273927.746006
  nChanged 71
		SP:Iteration 6Q (56134.310000 sec): 3 clusters
  Score: Raw -276501.741635 + Penalty 2524.498365 = -273977.243270
  nChanged 68
		SP:Iteration 7Q (56134.490000 sec): 3 clusters
  Score: Raw -276551.075730 + Penalty 2524.498365 = -274026.577365
  nChanged 56
		SP:Iteration 8Q (56134.630000 sec): 3 clusters
  Score: Raw -276600.701459 + Penalty 2524.498365 = -274076.203094
  nChanged 48
		SP:Iteration 9Q (56134.780000 sec): 3 clusters
  Score: Raw -276639.329251 + Penalty 2524.498365 = -274114.830886
  nChanged 45
		SP:Iteration 10Q (56134.910000 sec): 3 clusters
  Score: Raw -276667.237954 + Penalty 2524.498365 = -274142.739589
  nChanged 38
		SP:Iteration 11Q (56135.070000 sec): 3 clusters
  Score: Raw -276692.792117 + Penalty 2524.498365 = -274168.293752
  nChanged 37
		SP:Iteration 12Q (56135.190000 sec): 3 clusters
  Score: Raw -276715.952466 + Penalty 2524.498365 = -274191.454101
  nChanged 32
		SP:Iteration 13Q (56135.290000 sec): 3 clusters
  Score: Raw -276740.313035 + Penalty 2524.498365 = -274215.814670
  nChanged 43
		SP:Iteration 14Q (56135.440000 sec): 3 clusters
  Score: Raw -276767.991430 + Penalty 2524.498365 = -274243.493065
  nChanged 44
		SP:Iteration 15Q (56135.570000 sec): 3 clusters
  Score: Raw -276805.234736 + Penalty 2524.498365 = -274280.736371
  nChanged 40
		SP:Iteration 16Q (56135.680000 sec): 3 clusters
  Score: Raw -276842.665020 + Penalty 2524.498365 = -274318.166655
  nChanged 50
		SP:Iteration 17Q (56135.880000 sec): 3 clusters
  Score: Raw -276893.497080 + Penalty 2524.498365 = -274368.998715
  nChanged 57
		SP:Iteration 18Q (56136.040000 sec): 3 clusters
  Score: Raw -276977.591967 + Penalty 2524.498365 = -274453.093602
  nChanged 64
		SP:Iteration 19Q (56136.150000 sec): 3 clusters
  Score: Raw -277098.948331 + Penalty 2524.498365 = -274574.449966
  nChanged 72
		SP:Iteration 20F (56136.320000 sec): 3 clusters
  Score: Raw -277269.836365 + Penalty 2524.498365 = -274745.338000
  nChanged 57
		SP:Iteration 21Q (56136.470000 sec): 3 clusters
  Score: Raw -277375.028445 + Penalty 2524.498365 = -274850.530080
  nChanged 45
		SP:Iteration 22Q (56136.630000 sec): 3 clusters
  Score: Raw -277429.930229 + Penalty 2524.498365 = -274905.431864
  nChanged 28
		SP:Iteration 23Q (56136.790000 sec): 3 clusters
  Score: Raw -277458.005598 + Penalty 2524.498365 = -274933.507233
  nChanged 16
		SP:Iteration 24Q (56136.940000 sec): 3 clusters
  Score: Raw -277471.772098 + Penalty 2524.498365 = -274947.273733
  nChanged 4
		SP:Iteration 25Q (56137.070000 sec): 3 clusters
  Score: Raw -277474.692749 + Penalty 2524.498365 = -274950.194384
  nChanged 2
		SP:Iteration 26Q (56137.190000 sec): 3 clusters
  Score: Raw -277475.863477 + Penalty 2524.498365 = -274951.365112
  nChanged 0
		SP:Iteration 27F (56137.320000 sec): 3 clusters
  Score: Raw -277475.863477 + Penalty 2524.498365 = -274951.365112
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 31 (2013 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (56137.450000 sec): 2 clusters
  Score: Raw -277218.544536 + Penalty 1236.199482 = -275982.345054
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (56137.590000 sec): 3 clusters
  Score: Raw -276358.400714 + Penalty 2472.398963 = -273886.001750
  nChanged 716
		SP:Iteration 1F (56137.740000 sec): 3 clusters
  Score: Raw -276881.013802 + Penalty 2472.398963 = -274408.614838
  nChanged 196
		SP:Iteration 2F (56137.870000 sec): 3 clusters
  Score: Raw -277109.699391 + Penalty 2472.398963 = -274637.300428
  nChanged 142
		SP:Iteration 3F (56138.070000 sec): 3 clusters
  Score: Raw -277267.434459 + Penalty 2472.398963 = -274795.035496
  nChanged 121
		SP:Iteration 4F (56138.190000 sec): 3 clusters
  Score: Raw -277387.310995 + Penalty 2472.398963 = -274914.912032
  nChanged 99
		SP:Iteration 5Q (56138.340000 sec): 3 clusters
  Score: Raw -277505.420683 + Penalty 2472.398963 = -275033.021720
  nChanged 71
		SP:Iteration 6Q (56138.490000 sec): 3 clusters
  Score: Raw -277580.615346 + Penalty 2472.398963 = -275108.216382
  nChanged 53
		SP:Iteration 7Q (56138.670000 sec): 3 clusters
  Score: Raw -277643.990223 + Penalty 2472.398963 = -275171.591260
  nChanged 60
		SP:Iteration 8Q (56138.830000 sec): 3 clusters
  Score: Raw -277727.070190 + Penalty 2472.398963 = -275254.671227
  nChanged 63
		SP:Iteration 9Q (56139.030000 sec): 3 clusters
  Score: Raw -277809.284978 + Penalty 2472.398963 = -275336.886015
  nChanged 49
		SP:Iteration 10Q (56139.180000 sec): 3 clusters
  Score: Raw -277858.908724 + Penalty 2472.398963 = -275386.509761
  nChanged 32
		SP:Iteration 11Q (56139.300000 sec): 3 clusters
  Score: Raw -277889.213357 + Penalty 2472.398963 = -275416.814394
  nChanged 29
		SP:Iteration 12Q (56139.470000 sec): 3 clusters
  Score: Raw -277918.600174 + Penalty 2472.398963 = -275446.201211
  nChanged 28
		SP:Iteration 13Q (56139.630000 sec): 3 clusters
  Score: Raw -277942.612077 + Penalty 2472.398963 = -275470.213113
  nChanged 27
		SP:Iteration 14Q (56139.730000 sec): 3 clusters
  Score: Raw -277965.039615 + Penalty 2472.398963 = -275492.640651
  nChanged 23
		SP:Iteration 15Q (56139.840000 sec): 3 clusters
  Score: Raw -277989.411198 + Penalty 2472.398963 = -275517.012235
  nChanged 22
		SP:Iteration 16Q (56140.020000 sec): 3 clusters
  Score: Raw -278011.129543 + Penalty 2472.398963 = -275538.730580
  nChanged 23
		SP:Iteration 17Q (56140.160000 sec): 3 clusters
  Score: Raw -278027.487957 + Penalty 2472.398963 = -275555.088994
  nChanged 17
		SP:Iteration 18Q (56140.300000 sec): 3 clusters
  Score: Raw -278039.321571 + Penalty 2472.398963 = -275566.922608
  nChanged 12
		SP:Iteration 19Q (56140.470000 sec): 3 clusters
  Score: Raw -278047.935554 + Penalty 2472.398963 = -275575.536591
  nChanged 6
		SP:Iteration 20F (56140.590000 sec): 3 clusters
  Score: Raw -278051.945329 + Penalty 2472.398963 = -275579.546366
  nChanged 5
		SP:Iteration 21Q (56140.700000 sec): 3 clusters
  Score: Raw -278054.613659 + Penalty 2472.398963 = -275582.214696
  nChanged 3
		SP:Iteration 22Q (56140.800000 sec): 3 clusters
  Score: Raw -278056.437048 + Penalty 2472.398963 = -275584.038085
  nChanged 3
		SP:Iteration 23Q (56140.950000 sec): 3 clusters
  Score: Raw -278058.595922 + Penalty 2472.398963 = -275586.196958
  nChanged 3
		SP:Iteration 24Q (56141.070000 sec): 3 clusters
  Score: Raw -278060.329711 + Penalty 2472.398963 = -275587.930748
  nChanged 4
		SP:Iteration 25Q (56141.250000 sec): 3 clusters
  Score: Raw -278062.539094 + Penalty 2472.398963 = -275590.140131
  nChanged 4
		SP:Iteration 26Q (56141.390000 sec): 3 clusters
  Score: Raw -278064.784939 + Penalty 2472.398963 = -275592.385976
  nChanged 4
		SP:Iteration 27Q (56141.530000 sec): 3 clusters
  Score: Raw -278066.955853 + Penalty 2472.398963 = -275594.556890
  nChanged 6
		SP:Iteration 28Q (56141.720000 sec): 3 clusters
  Score: Raw -278070.900489 + Penalty 2472.398963 = -275598.501526
  nChanged 9
		SP:Iteration 29Q (56141.870000 sec): 3 clusters
  Score: Raw -278075.769109 + Penalty 2472.398963 = -275603.370145
  nChanged 5
		SP:Iteration 30Q (56142.020000 sec): 3 clusters
  Score: Raw -278078.598990 + Penalty 2472.398963 = -275606.200027
  nChanged 7
		SP:Iteration 31Q (56142.170000 sec): 3 clusters
  Score: Raw -278084.673166 + Penalty 2472.398963 = -275612.274203
  nChanged 12
		SP:Iteration 32Q (56142.310000 sec): 3 clusters
  Score: Raw -278093.062271 + Penalty 2472.398963 = -275620.663308
  nChanged 13
		SP:Iteration 33Q (56142.470000 sec): 3 clusters
  Score: Raw -278104.042362 + Penalty 2472.398963 = -275631.643398
  nChanged 20
		SP:Iteration 34Q (56142.600000 sec): 3 clusters
  Score: Raw -278120.184580 + Penalty 2472.398963 = -275647.785616
  nChanged 17
		SP:Iteration 35Q (56142.770000 sec): 3 clusters
  Score: Raw -278133.633918 + Penalty 2472.398963 = -275661.234955
  nChanged 17
		SP:Iteration 36Q (56142.930000 sec): 3 clusters
  Score: Raw -278149.542047 + Penalty 2472.398963 = -275677.143083
  nChanged 17
		SP:Iteration 37Q (56143.090000 sec): 3 clusters
  Score: Raw -278163.089252 + Penalty 2472.398963 = -275690.690288
  nChanged 14
		SP:Iteration 38Q (56143.250000 sec): 3 clusters
  Score: Raw -278175.689777 + Penalty 2472.398963 = -275703.290814
  nChanged 18
		SP:Iteration 39Q (56143.390000 sec): 3 clusters
  Score: Raw -278191.487740 + Penalty 2472.398963 = -275719.088777
  nChanged 17
		SP:Iteration 40F (56143.520000 sec): 3 clusters
  Score: Raw -278207.508094 + Penalty 2472.398963 = -275735.109130
  nChanged 17
		SP:Iteration 41Q (56143.680000 sec): 3 clusters
  Score: Raw -278224.034701 + Penalty 2472.398963 = -275751.635738
  nChanged 21
		SP:Iteration 42Q (56143.860000 sec): 3 clusters
  Score: Raw -278245.588053 + Penalty 2472.398963 = -275773.189089
  nChanged 26
		SP:Iteration 43Q (56144.020000 sec): 3 clusters
  Score: Raw -278270.083905 + Penalty 2472.398963 = -275797.684941
  nChanged 24
		SP:Iteration 44Q (56144.150000 sec): 3 clusters
  Score: Raw -278294.303315 + Penalty 2472.398963 = -275821.904352
  nChanged 18
		SP:Iteration 45Q (56144.260000 sec): 3 clusters
  Score: Raw -278309.157732 + Penalty 2472.398963 = -275836.758768
  nChanged 12
		SP:Iteration 46Q (56144.450000 sec): 3 clusters
  Score: Raw -278320.254024 + Penalty 2472.398963 = -275847.855061
  nChanged 17
		SP:Iteration 47Q (56144.550000 sec): 3 clusters
  Score: Raw -278336.446606 + Penalty 2472.398963 = -275864.047642
  nChanged 8
		SP:Iteration 48Q (56144.730000 sec): 3 clusters
  Score: Raw -278342.984951 + Penalty 2472.398963 = -275870.585988
  nChanged 8
		SP:Iteration 49Q (56144.840000 sec): 3 clusters
  Score: Raw -278349.376985 + Penalty 2472.398963 = -275876.978022
  nChanged 6
		SP:Iteration 50Q (56144.980000 sec): 3 clusters
  Score: Raw -278354.279087 + Penalty 2472.398963 = -275881.880124
  nChanged 5
		SP:Iteration 51Q (56145.140000 sec): 3 clusters
  Score: Raw -278358.248486 + Penalty 2472.398963 = -275885.849523
  nChanged 8
		SP:Iteration 52Q (56145.360000 sec): 3 clusters
  Score: Raw -278366.526703 + Penalty 2472.398963 = -275894.127740
  nChanged 8
		SP:Iteration 53Q (56145.460000 sec): 3 clusters
  Score: Raw -278371.580389 + Penalty 2472.398963 = -275899.181426
  nChanged 6
		SP:Iteration 54Q (56145.660000 sec): 3 clusters
  Score: Raw -278377.250103 + Penalty 2472.398963 = -275904.851140
  nChanged 6
		SP:Iteration 55Q (56145.810000 sec): 3 clusters
  Score: Raw -278382.557057 + Penalty 2472.398963 = -275910.158093
  nChanged 5
		SP:Iteration 56Q (56145.920000 sec): 3 clusters
  Score: Raw -278387.074890 + Penalty 2472.398963 = -275914.675927
  nChanged 7
		SP:Iteration 57Q (56146.060000 sec): 3 clusters
  Score: Raw -278393.026022 + Penalty 2472.398963 = -275920.627059
  nChanged 6
		SP:Iteration 58Q (56146.230000 sec): 3 clusters
  Score: Raw -278396.733847 + Penalty 2472.398963 = -275924.334884
  nChanged 4
		SP:Iteration 59Q (56146.390000 sec): 3 clusters
  Score: Raw -278400.354057 + Penalty 2472.398963 = -275927.955093
  nChanged 4
		SP:Iteration 60F (56146.600000 sec): 3 clusters
  Score: Raw -278403.532269 + Penalty 2472.398963 = -275931.133306
  nChanged 8
		SP:Iteration 61Q (56146.780000 sec): 3 clusters
  Score: Raw -278409.337182 + Penalty 2472.398963 = -275936.938219
  nChanged 7
		SP:Iteration 62Q (56146.950000 sec): 3 clusters
  Score: Raw -278416.163649 + Penalty 2472.398963 = -275943.764686
  nChanged 5
		SP:Iteration 63Q (56147.090000 sec): 3 clusters
  Score: Raw -278420.992311 + Penalty 2472.398963 = -275948.593347
  nChanged 8
		SP:Iteration 64Q (56147.200000 sec): 3 clusters
  Score: Raw -278431.161339 + Penalty 2472.398963 = -275958.762376
  nChanged 13
		SP:Iteration 65Q (56147.380000 sec): 3 clusters
  Score: Raw -278445.957020 + Penalty 2472.398963 = -275973.558056
  nChanged 10
		SP:Iteration 66Q (56147.540000 sec): 3 clusters
  Score: Raw -278454.754723 + Penalty 2472.398963 = -275982.355760
  nChanged 9
		SP:Iteration 67Q (56147.700000 sec): 3 clusters
  Score: Raw -278462.700358 + Penalty 2472.398963 = -275990.301394
  nChanged 9
		SP:Iteration 68Q (56147.840000 sec): 3 clusters
  Score: Raw -278473.966387 + Penalty 2472.398963 = -276001.567423
  nChanged 9
		SP:Iteration 69Q (56148.020000 sec): 3 clusters
  Score: Raw -278481.896586 + Penalty 2472.398963 = -276009.497622
  nChanged 11
		SP:Iteration 70Q (56148.150000 sec): 3 clusters
  Score: Raw -278490.190340 + Penalty 2472.398963 = -276017.791376
  nChanged 6
		SP:Iteration 71Q (56148.280000 sec): 3 clusters
  Score: Raw -278494.836266 + Penalty 2472.398963 = -276022.437303
  nChanged 4
		SP:Iteration 72Q (56148.380000 sec): 3 clusters
  Score: Raw -278498.219329 + Penalty 2472.398963 = -276025.820366
  nChanged 3
		SP:Iteration 73Q (56148.560000 sec): 3 clusters
  Score: Raw -278501.271372 + Penalty 2472.398963 = -276028.872408
  nChanged 5
		SP:Iteration 74Q (56148.730000 sec): 3 clusters
  Score: Raw -278506.630968 + Penalty 2472.398963 = -276034.232004
  nChanged 7
		SP:Iteration 75Q (56148.880000 sec): 3 clusters
  Score: Raw -278513.278671 + Penalty 2472.398963 = -276040.879708
  nChanged 3
		SP:Iteration 76Q (56149.040000 sec): 3 clusters
  Score: Raw -278515.845729 + Penalty 2472.398963 = -276043.446765
  nChanged 1
		SP:Iteration 77Q (56149.190000 sec): 3 clusters
  Score: Raw -278516.468540 + Penalty 2472.398963 = -276044.069577
  nChanged 0
		SP:Iteration 78F (56149.360000 sec): 3 clusters
  Score: Raw -278516.468540 + Penalty 2472.398963 = -276044.069577
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 56.
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 32 (210 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (56149.460000 sec): 2 clusters
  Score: Raw -23689.515275 + Penalty 868.904974 = -22820.610301
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (56149.660000 sec): 3 clusters
  Score: Raw -23797.584408 + Penalty 1737.809947 = -22059.774461
  nChanged 25
		SP:Iteration 1F (56149.810000 sec): 3 clusters
  Score: Raw -23888.085591 + Penalty 1737.809947 = -22150.275643
  nChanged 7
		SP:Iteration 2Q (56149.940000 sec): 3 clusters
  Score: Raw -23915.866540 + Penalty 1737.809947 = -22178.056592
  nChanged 3
		SP:Iteration 3Q (56150.070000 sec): 3 clusters
  Score: Raw -23924.782394 + Penalty 1737.809947 = -22186.972446
  nChanged 2
		SP:Iteration 4Q (56150.280000 sec): 3 clusters
  Score: Raw -23957.338171 + Penalty 1737.809947 = -22219.528224
  nChanged 3
		SP:Iteration 5Q (56150.390000 sec): 3 clusters
  Score: Raw -23965.399118 + Penalty 1737.809947 = -22227.589171
  nChanged 0
		SP:Iteration 6F (56150.540000 sec): 3 clusters
  Score: Raw -23965.399118 + Penalty 1737.809947 = -22227.589171
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 33 (325 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (56150.640000 sec): 2 clusters
  Score: Raw -29810.947874 + Penalty 939.871592 = -28871.076281
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (56150.750000 sec): 3 clusters
  Score: Raw -29922.226534 + Penalty 1879.743184 = -28042.483350
  nChanged 79
		SP:Iteration 1F (56150.940000 sec): 3 clusters
  Score: Raw -30159.480530 + Penalty 1879.743184 = -28279.737345
  nChanged 31
		SP:Iteration 2F (56151.090000 sec): 3 clusters
  Score: Raw -30311.001572 + Penalty 1879.743184 = -28431.258388
  nChanged 10
		SP:Iteration 3Q (56151.220000 sec): 3 clusters
  Score: Raw -30395.176256 + Penalty 1879.743184 = -28515.433072
  nChanged 8
		SP:Iteration 4Q (56151.360000 sec): 3 clusters
  Score: Raw -30516.049191 + Penalty 1879.743184 = -28636.306007
  nChanged 8
		SP:Iteration 5Q (56151.500000 sec): 3 clusters
  Score: Raw -30561.709702 + Penalty 1879.743184 = -28681.966518
  nChanged 3
		SP:Iteration 6Q (56151.680000 sec): 3 clusters
  Score: Raw -30580.571534 + Penalty 1879.743184 = -28700.828349
  nChanged 0
		SP:Iteration 7F (56151.830000 sec): 3 clusters
  Score: Raw -30581.273899 + Penalty 1879.743184 = -28701.530715
  nChanged 1
		SP:Iteration 8Q (56151.950000 sec): 3 clusters
  Score: Raw -30603.599175 + Penalty 1879.743184 = -28723.855990
  nChanged 4
		SP:Iteration 9Q (56152.140000 sec): 3 clusters
  Score: Raw -30623.050740 + Penalty 1879.743184 = -28743.307555
  nChanged 0
		SP:Iteration 10F (56152.260000 sec): 3 clusters
  Score: Raw -30623.050740 + Penalty 1879.743184 = -28743.307555
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 34 (13762 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (56152.400000 sec): 2 clusters
  Score: Raw -1662448.865678 + Penalty 1548.570798 = -1660900.294880
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (56152.690000 sec): 3 clusters
  Score: Raw -1654247.913055 + Penalty 3097.141596 = -1651150.771458
  nChanged 6170
		SP:Iteration 1F (56152.930000 sec): 3 clusters
  Score: Raw -1657747.303794 + Penalty 3097.141596 = -1654650.162198
  nChanged 718
		SP:Iteration 2F (56153.180000 sec): 3 clusters
  Score: Raw -1658013.992119 + Penalty 3097.141596 = -1654916.850523
  nChanged 670
		SP:Iteration 3Q (56153.340000 sec): 3 clusters
  Score: Raw -1658279.972279 + Penalty 3097.141596 = -1655182.830683
  nChanged 616
		SP:Iteration 4Q (56153.580000 sec): 3 clusters
  Score: Raw -1658543.809295 + Penalty 3097.141596 = -1655446.667699
  nChanged 597
		SP:Iteration 5Q (56153.870000 sec): 3 clusters
  Score: Raw -1658804.373926 + Penalty 3097.141596 = -1655707.232330
  nChanged 593
		SP:Iteration 6Q (56154.050000 sec): 3 clusters
  Score: Raw -1659056.990408 + Penalty 3097.141596 = -1655959.848812
  nChanged 547
		SP:Iteration 7Q (56154.300000 sec): 3 clusters
  Score: Raw -1659275.030262 + Penalty 3097.141596 = -1656177.888666
  nChanged 525
		SP:Iteration 8Q (56154.490000 sec): 3 clusters
  Score: Raw -1659483.927145 + Penalty 3097.141596 = -1656386.785549
  nChanged 480
		SP:Iteration 9Q (56154.700000 sec): 3 clusters
  Score: Raw -1659677.632436 + Penalty 3097.141596 = -1656580.490840
  nChanged 454
		SP:Iteration 10Q (56154.940000 sec): 3 clusters
  Score: Raw -1659867.707428 + Penalty 3097.141596 = -1656770.565832
  nChanged 437
		SP:Iteration 11Q (56155.140000 sec): 3 clusters
  Score: Raw -1660038.894054 + Penalty 3097.141596 = -1656941.752458
  nChanged 383
		SP:Iteration 12Q (56155.390000 sec): 3 clusters
  Score: Raw -1660192.768222 + Penalty 3097.141596 = -1657095.626626
  nChanged 353
		SP:Iteration 13Q (56155.640000 sec): 3 clusters
  Score: Raw -1660322.304497 + Penalty 3097.141596 = -1657225.162901
  nChanged 298
		SP:Iteration 14Q (56155.860000 sec): 3 clusters
  Score: Raw -1660428.616181 + Penalty 3097.141596 = -1657331.474585
  nChanged 294
		SP:Iteration 15Q (56156.120000 sec): 3 clusters
  Score: Raw -1660543.885858 + Penalty 3097.141596 = -1657446.744261
  nChanged 302
		SP:Iteration 16Q (56156.320000 sec): 3 clusters
  Score: Raw -1660672.461138 + Penalty 3097.141596 = -1657575.319542
  nChanged 322
		SP:Iteration 17Q (56156.570000 sec): 3 clusters
  Score: Raw -1660812.557463 + Penalty 3097.141596 = -1657715.415866
  nChanged 339
		SP:Iteration 18Q (56156.840000 sec): 3 clusters
  Score: Raw -1660971.874448 + Penalty 3097.141596 = -1657874.732852
  nChanged 346
		SP:Iteration 19Q (56157.020000 sec): 3 clusters
  Score: Raw -1661150.003789 + Penalty 3097.141596 = -1658052.862193
  nChanged 359
		SP:Iteration 20F (56157.240000 sec): 3 clusters
  Score: Raw -1661342.228385 + Penalty 3097.141596 = -1658245.086789
  nChanged 345
		SP:Iteration 21Q (56157.460000 sec): 3 clusters
  Score: Raw -1661556.301910 + Penalty 3097.141596 = -1658459.160314
  nChanged 346
		SP:Iteration 22Q (56157.670000 sec): 3 clusters
  Score: Raw -1661800.686059 + Penalty 3097.141596 = -1658703.544462
  nChanged 295
		SP:Iteration 23Q (56157.890000 sec): 3 clusters
  Score: Raw -1662009.941226 + Penalty 3097.141596 = -1658912.799630
  nChanged 253
		SP:Iteration 24Q (56158.160000 sec): 3 clusters
  Score: Raw -1662211.073871 + Penalty 3097.141596 = -1659113.932275
  nChanged 203
		SP:Iteration 25Q (56158.400000 sec): 3 clusters
  Score: Raw -1662371.923429 + Penalty 3097.141596 = -1659274.781833
  nChanged 118
		SP:Iteration 26Q (56158.650000 sec): 3 clusters
  Score: Raw -1662452.827458 + Penalty 3097.141596 = -1659355.685862
  nChanged 67
		SP:Iteration 27Q (56158.870000 sec): 3 clusters
  Score: Raw -1662503.712644 + Penalty 3097.141596 = -1659406.571048
  nChanged 45
		SP:Iteration 28Q (56159.080000 sec): 3 clusters
  Score: Raw -1662539.169616 + Penalty 3097.141596 = -1659442.028020
  nChanged 25
		SP:Iteration 29Q (56159.310000 sec): 3 clusters
  Score: Raw -1662560.450094 + Penalty 3097.141596 = -1659463.308498
  nChanged 22
		SP:Iteration 30Q (56159.560000 sec): 3 clusters
  Score: Raw -1662577.916023 + Penalty 3097.141596 = -1659480.774426
  nChanged 18
		SP:Iteration 31Q (56159.820000 sec): 3 clusters
  Score: Raw -1662595.067121 + Penalty 3097.141596 = -1659497.925525
  nChanged 13
		SP:Iteration 32Q (56159.990000 sec): 3 clusters
  Score: Raw -1662607.177514 + Penalty 3097.141596 = -1659510.035918
  nChanged 11
		SP:Iteration 33Q (56160.260000 sec): 3 clusters
  Score: Raw -1662614.684544 + Penalty 3097.141596 = -1659517.542948
  nChanged 8
		SP:Iteration 34Q (56160.470000 sec): 3 clusters
  Score: Raw -1662621.277799 + Penalty 3097.141596 = -1659524.136203
  nChanged 9
		SP:Iteration 35Q (56160.700000 sec): 3 clusters
  Score: Raw -1662630.674663 + Penalty 3097.141596 = -1659533.533067
  nChanged 14
		SP:Iteration 36Q (56160.890000 sec): 3 clusters
  Score: Raw -1662643.173399 + Penalty 3097.141596 = -1659546.031803
  nChanged 5
		SP:Iteration 37Q (56161.080000 sec): 3 clusters
  Score: Raw -1662645.815319 + Penalty 3097.141596 = -1659548.673723
  nChanged 4
		SP:Iteration 38Q (56161.300000 sec): 3 clusters
  Score: Raw -1662647.846641 + Penalty 3097.141596 = -1659550.705045
  nChanged 2
		SP:Iteration 39Q (56161.530000 sec): 3 clusters
  Score: Raw -1662649.072822 + Penalty 3097.141596 = -1659551.931226
  nChanged 2
		SP:Iteration 40F (56161.760000 sec): 3 clusters
  Score: Raw -1662650.185100 + Penalty 3097.141596 = -1659553.043504
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 35 (5992 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (56161.840000 sec): 2 clusters
  Score: Raw -724424.359427 + Penalty 1413.454335 = -723010.905091
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (56162.030000 sec): 3 clusters
  Score: Raw -721193.827753 + Penalty 2826.908671 = -718366.919082
  nChanged 2474
		SP:Iteration 1F (56162.230000 sec): 3 clusters
  Score: Raw -722519.123306 + Penalty 2826.908671 = -719692.214635
  nChanged 386
		SP:Iteration 2F (56162.340000 sec): 3 clusters
  Score: Raw -722687.147181 + Penalty 2826.908671 = -719860.238510
  nChanged 315
		SP:Iteration 3F (56162.540000 sec): 3 clusters
  Score: Raw -722817.689800 + Penalty 2826.908671 = -719990.781129
  nChanged 248
		SP:Iteration 4Q (56162.720000 sec): 3 clusters
  Score: Raw -722927.059270 + Penalty 2826.908671 = -720100.150599
  nChanged 212
		SP:Iteration 5Q (56162.920000 sec): 3 clusters
  Score: Raw -723020.427454 + Penalty 2826.908671 = -720193.518783
  nChanged 206
		SP:Iteration 6Q (56163.070000 sec): 3 clusters
  Score: Raw -723138.135368 + Penalty 2826.908671 = -720311.226697
  nChanged 226
		SP:Iteration 7Q (56163.250000 sec): 3 clusters
  Score: Raw -723297.440369 + Penalty 2826.908671 = -720470.531699
  nChanged 276
		SP:Iteration 8Q (56163.400000 sec): 3 clusters
  Score: Raw -723545.575128 + Penalty 2826.908671 = -720718.666457
  nChanged 317
		SP:Iteration 9F (56163.530000 sec): 3 clusters
  Score: Raw -724003.171911 + Penalty 2826.908671 = -721176.263241
  nChanged 386
		SP:Iteration 10F (56163.720000 sec): 3 clusters
  Score: Raw -724911.432176 + Penalty 2826.908671 = -722084.523505
  nChanged 501
		SP:Iteration 11F (56163.900000 sec): 3 clusters
  Score: Raw -725765.471975 + Penalty 2826.908671 = -722938.563304
  nChanged 471
		SP:Iteration 12F (56164.040000 sec): 3 clusters
  Score: Raw -726323.994070 + Penalty 2826.908671 = -723497.085399
  nChanged 354
		SP:Iteration 13F (56164.230000 sec): 3 clusters
  Score: Raw -726780.448822 + Penalty 2826.908671 = -723953.540151
  nChanged 230
		SP:Iteration 14Q (56164.440000 sec): 3 clusters
  Score: Raw -727131.691366 + Penalty 2826.908671 = -724304.782695
  nChanged 139
		SP:Iteration 15Q (56164.640000 sec): 3 clusters
  Score: Raw -727358.934081 + Penalty 2826.908671 = -724532.025410
  nChanged 88
		SP:Iteration 16Q (56164.790000 sec): 3 clusters
  Score: Raw -727468.028885 + Penalty 2826.908671 = -724641.120214
  nChanged 68
		SP:Iteration 17Q (56165.000000 sec): 3 clusters
  Score: Raw -727527.032683 + Penalty 2826.908671 = -724700.124012
  nChanged 54
		SP:Iteration 18Q (56165.190000 sec): 3 clusters
  Score: Raw -727584.730423 + Penalty 2826.908671 = -724757.821753
  nChanged 57
		SP:Iteration 19Q (56165.360000 sec): 3 clusters
  Score: Raw -727653.108394 + Penalty 2826.908671 = -724826.199723
  nChanged 64
		SP:Iteration 20F (56165.550000 sec): 3 clusters
  Score: Raw -727739.331462 + Penalty 2826.908671 = -724912.422791
  nChanged 55
		SP:Iteration 21Q (56165.680000 sec): 3 clusters
  Score: Raw -727828.250665 + Penalty 2826.908671 = -725001.341994
  nChanged 46
		SP:Iteration 22Q (56165.810000 sec): 3 clusters
  Score: Raw -727893.417471 + Penalty 2826.908671 = -725066.508801
  nChanged 36
		SP:Iteration 23Q (56165.950000 sec): 3 clusters
  Score: Raw -727946.374553 + Penalty 2826.908671 = -725119.465882
  nChanged 34
		SP:Iteration 24Q (56166.090000 sec): 3 clusters
  Score: Raw -727985.239518 + Penalty 2826.908671 = -725158.330848
  nChanged 14
		SP:Iteration 25Q (56166.220000 sec): 3 clusters
  Score: Raw -727998.297537 + Penalty 2826.908671 = -725171.388866
  nChanged 16
		SP:Iteration 26Q (56166.340000 sec): 3 clusters
  Score: Raw -728021.332583 + Penalty 2826.908671 = -725194.423913
  nChanged 13
		SP:Iteration 27Q (56166.500000 sec): 3 clusters
  Score: Raw -728030.071048 + Penalty 2826.908671 = -725203.162377
  nChanged 2
		SP:Iteration 28Q (56166.700000 sec): 3 clusters
  Score: Raw -728030.533181 + Penalty 2826.908671 = -725203.624511
  nChanged 3
		SP:Iteration 29Q (56166.880000 sec): 3 clusters
  Score: Raw -728031.123753 + Penalty 2826.908671 = -725204.215082
  nChanged 1
		SP:Iteration 30Q (56166.990000 sec): 3 clusters
  Score: Raw -728031.584330 + Penalty 2826.908671 = -725204.675659
  nChanged 2
		SP:Iteration 31Q (56167.110000 sec): 3 clusters
  Score: Raw -728031.945380 + Penalty 2826.908671 = -725205.036709
  nChanged 0
		SP:Iteration 32F (56167.290000 sec): 3 clusters
  Score: Raw -728031.945380 + Penalty 2826.908671 = -725205.036709
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 57.
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 36 (738 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (56167.430000 sec): 2 clusters
  Score: Raw -55854.245896 + Penalty 1073.140871 = -54781.105024
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (56167.550000 sec): 3 clusters
  Score: Raw -55768.174545 + Penalty 2146.281743 = -53621.892802
  nChanged 252
		SP:Iteration 1F (56167.700000 sec): 3 clusters
  Score: Raw -56672.911940 + Penalty 2146.281743 = -54526.630197
  nChanged 105
		SP:Iteration 2F (56167.840000 sec): 3 clusters
  Score: Raw -57266.710383 + Penalty 2146.281743 = -55120.428640
  nChanged 56
		SP:Iteration 3F (56167.970000 sec): 3 clusters
  Score: Raw -57652.154100 + Penalty 2146.281743 = -55505.872357
  nChanged 36
		SP:Iteration 4Q (56168.120000 sec): 3 clusters
  Score: Raw -57892.711174 + Penalty 2146.281743 = -55746.429431
  nChanged 22
		SP:Iteration 5Q (56168.260000 sec): 3 clusters
  Score: Raw -58034.780679 + Penalty 2146.281743 = -55888.498936
  nChanged 22
		SP:Iteration 6Q (56168.460000 sec): 3 clusters
  Score: Raw -58126.898536 + Penalty 2146.281743 = -55980.616793
  nChanged 19
		SP:Iteration 7Q (56168.650000 sec): 3 clusters
  Score: Raw -58190.466221 + Penalty 2146.281743 = -56044.184478
  nChanged 15
		SP:Iteration 8Q (56168.840000 sec): 3 clusters
  Score: Raw -58237.430853 + Penalty 2146.281743 = -56091.149111
  nChanged 10
		SP:Iteration 9Q (56169.020000 sec): 3 clusters
  Score: Raw -58279.549249 + Penalty 2146.281743 = -56133.267506
  nChanged 6
		SP:Iteration 10Q (56169.190000 sec): 3 clusters
  Score: Raw -58292.344065 + Penalty 2146.281743 = -56146.062322
  nChanged 3
		SP:Iteration 11Q (56169.370000 sec): 3 clusters
  Score: Raw -58299.993574 + Penalty 2146.281743 = -56153.711831
  nChanged 4
		SP:Iteration 12Q (56169.500000 sec): 3 clusters
  Score: Raw -58306.646173 + Penalty 2146.281743 = -56160.364430
  nChanged 2
		SP:Iteration 13Q (56169.640000 sec): 3 clusters
  Score: Raw -58310.237882 + Penalty 2146.281743 = -56163.956139
  nChanged 1
		SP:Iteration 14Q (56169.780000 sec): 3 clusters
  Score: Raw -58311.504701 + Penalty 2146.281743 = -56165.222958
  nChanged 0
		SP:Iteration 15F (56169.940000 sec): 3 clusters
  Score: Raw -58311.504701 + Penalty 2146.281743 = -56165.222958
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 58.
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 37 (392 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (56170.030000 sec): 2 clusters
  Score: Raw -35816.701386 + Penalty 970.330049 = -34846.371337
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (56170.130000 sec): 3 clusters
  Score: Raw -35831.632893 + Penalty 1940.660098 = -33890.972795
  nChanged 101
		SP:Iteration 1F (56170.260000 sec): 3 clusters
  Score: Raw -36034.000175 + Penalty 1940.660098 = -34093.340077
  nChanged 22
		SP:Iteration 2F (56170.390000 sec): 3 clusters
  Score: Raw -36088.846821 + Penalty 1940.660098 = -34148.186723
  nChanged 12
		SP:Iteration 3Q (56170.520000 sec): 3 clusters
  Score: Raw -36120.912537 + Penalty 1940.660098 = -34180.252439
  nChanged 10
		SP:Iteration 4Q (56170.700000 sec): 3 clusters
  Score: Raw -36142.401252 + Penalty 1940.660098 = -34201.741154
  nChanged 7
		SP:Iteration 5Q (56170.870000 sec): 3 clusters
  Score: Raw -36165.023708 + Penalty 1940.660098 = -34224.363611
  nChanged 3
		SP:Iteration 6Q (56170.990000 sec): 3 clusters
  Score: Raw -36177.693956 + Penalty 1940.660098 = -34237.033858
  nChanged 3
		SP:Iteration 7Q (56171.170000 sec): 3 clusters
  Score: Raw -36183.999522 + Penalty 1940.660098 = -34243.339425
  nChanged 3
		SP:Iteration 8Q (56171.340000 sec): 3 clusters
  Score: Raw -36188.874525 + Penalty 1940.660098 = -34248.214427
  nChanged 1
		SP:Iteration 9Q (56171.480000 sec): 3 clusters
  Score: Raw -36190.378907 + Penalty 1940.660098 = -34249.718809
  nChanged 2
		SP:Iteration 10Q (56171.670000 sec): 3 clusters
  Score: Raw -36195.157797 + Penalty 1940.660098 = -34254.497699
  nChanged 0
		SP:Iteration 11F (56171.830000 sec): 3 clusters
  Score: Raw -36195.157797 + Penalty 1940.660098 = -34254.497699
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 38 (6860 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (56171.940000 sec): 2 clusters
  Score: Raw -829331.811040 + Penalty 1435.437692 = -827896.373348
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (56172.090000 sec): 3 clusters
  Score: Raw -825622.442114 + Penalty 2870.875384 = -822751.566730
  nChanged 2889
		SP:Iteration 1F (56172.240000 sec): 3 clusters
  Score: Raw -827269.465419 + Penalty 2870.875384 = -824398.590034
  nChanged 529
		SP:Iteration 2F (56172.420000 sec): 3 clusters
  Score: Raw -827550.636524 + Penalty 2870.875384 = -824679.761140
  nChanged 398
		SP:Iteration 3F (56172.580000 sec): 3 clusters
  Score: Raw -827756.197327 + Penalty 2870.875384 = -824885.321943
  nChanged 348
		SP:Iteration 4F (56172.680000 sec): 3 clusters
  Score: Raw -827944.161180 + Penalty 2870.875384 = -825073.285796
  nChanged 299
		SP:Iteration 5Q (56172.910000 sec): 3 clusters
  Score: Raw -828113.492196 + Penalty 2870.875384 = -825242.616812
  nChanged 276
		SP:Iteration 6Q (56173.140000 sec): 3 clusters
  Score: Raw -828279.402416 + Penalty 2870.875384 = -825408.527031
  nChanged 240
		SP:Iteration 7Q (56173.320000 sec): 3 clusters
  Score: Raw -828411.630632 + Penalty 2870.875384 = -825540.755248
  nChanged 221
		SP:Iteration 8Q (56173.470000 sec): 3 clusters
  Score: Raw -828541.584562 + Penalty 2870.875384 = -825670.709178
  nChanged 211
		SP:Iteration 9Q (56173.660000 sec): 3 clusters
  Score: Raw -828690.689901 + Penalty 2870.875384 = -825819.814516
  nChanged 219
		SP:Iteration 10Q (56173.840000 sec): 3 clusters
  Score: Raw -828845.866291 + Penalty 2870.875384 = -825974.990907
  nChanged 227
		SP:Iteration 11Q (56174.020000 sec): 3 clusters
  Score: Raw -828994.694805 + Penalty 2870.875384 = -826123.819421
  nChanged 214
		SP:Iteration 12Q (56174.200000 sec): 3 clusters
  Score: Raw -829096.777801 + Penalty 2870.875384 = -826225.902416
  nChanged 166
		SP:Iteration 13Q (56174.330000 sec): 3 clusters
  Score: Raw -829172.269822 + Penalty 2870.875384 = -826301.394438
  nChanged 170
		SP:Iteration 14Q (56174.500000 sec): 3 clusters
  Score: Raw -829249.180697 + Penalty 2870.875384 = -826378.305312
  nChanged 124
		SP:Iteration 15Q (56174.680000 sec): 3 clusters
  Score: Raw -829293.768783 + Penalty 2870.875384 = -826422.893399
  nChanged 98
		SP:Iteration 16Q (56174.870000 sec): 3 clusters
  Score: Raw -829327.663375 + Penalty 2870.875384 = -826456.787991
  nChanged 78
		SP:Iteration 17Q (56175.040000 sec): 3 clusters
  Score: Raw -829352.502506 + Penalty 2870.875384 = -826481.627122
  nChanged 71
		SP:Iteration 18Q (56175.270000 sec): 3 clusters
  Score: Raw -829378.149842 + Penalty 2870.875384 = -826507.274458
  nChanged 66
		SP:Iteration 19Q (56175.420000 sec): 3 clusters
  Score: Raw -829405.614731 + Penalty 2870.875384 = -826534.739346
  nChanged 73
		SP:Iteration 20F (56175.560000 sec): 3 clusters
  Score: Raw -829435.688757 + Penalty 2870.875384 = -826564.813372
  nChanged 76
		SP:Iteration 21Q (56175.810000 sec): 3 clusters
  Score: Raw -829467.051535 + Penalty 2870.875384 = -826596.176151
  nChanged 83
		SP:Iteration 22Q (56175.920000 sec): 3 clusters
  Score: Raw -829500.957471 + Penalty 2870.875384 = -826630.082087
  nChanged 78
		SP:Iteration 23Q (56176.130000 sec): 3 clusters
  Score: Raw -829531.835374 + Penalty 2870.875384 = -826660.959990
  nChanged 56
		SP:Iteration 24Q (56176.320000 sec): 3 clusters
  Score: Raw -829550.600235 + Penalty 2870.875384 = -826679.724851
  nChanged 51
		SP:Iteration 25Q (56176.530000 sec): 3 clusters
  Score: Raw -829568.366114 + Penalty 2870.875384 = -826697.490729
  nChanged 50
		SP:Iteration 26Q (56176.680000 sec): 3 clusters
  Score: Raw -829583.035954 + Penalty 2870.875384 = -826712.160570
  nChanged 51
		SP:Iteration 27Q (56176.840000 sec): 3 clusters
  Score: Raw -829599.680668 + Penalty 2870.875384 = -826728.805284
  nChanged 47
		SP:Iteration 28Q (56177.020000 sec): 3 clusters
  Score: Raw -829616.801496 + Penalty 2870.875384 = -826745.926112
  nChanged 51
		SP:Iteration 29Q (56177.200000 sec): 3 clusters
  Score: Raw -829633.334743 + Penalty 2870.875384 = -826762.459359
  nChanged 42
		SP:Iteration 30Q (56177.390000 sec): 3 clusters
  Score: Raw -829647.571896 + Penalty 2870.875384 = -826776.696512
  nChanged 42
		SP:Iteration 31Q (56177.580000 sec): 3 clusters
  Score: Raw -829658.788335 + Penalty 2870.875384 = -826787.912951
  nChanged 26
		SP:Iteration 32Q (56177.720000 sec): 3 clusters
  Score: Raw -829665.591764 + Penalty 2870.875384 = -826794.716380
  nChanged 20
		SP:Iteration 33Q (56177.890000 sec): 3 clusters
  Score: Raw -829671.321469 + Penalty 2870.875384 = -826800.446084
  nChanged 23
		SP:Iteration 34Q (56178.050000 sec): 3 clusters
  Score: Raw -829677.591538 + Penalty 2870.875384 = -826806.716154
  nChanged 18
		SP:Iteration 35Q (56178.270000 sec): 3 clusters
  Score: Raw -829682.599029 + Penalty 2870.875384 = -826811.723644
  nChanged 22
		SP:Iteration 36Q (56178.420000 sec): 3 clusters
  Score: Raw -829687.795484 + Penalty 2870.875384 = -826816.920100
  nChanged 24
		SP:Iteration 37Q (56178.590000 sec): 3 clusters
  Score: Raw -829694.224076 + Penalty 2870.875384 = -826823.348691
  nChanged 23
		SP:Iteration 38Q (56178.780000 sec): 3 clusters
  Score: Raw -829700.065995 + Penalty 2870.875384 = -826829.190610
  nChanged 24
		SP:Iteration 39Q (56178.910000 sec): 3 clusters
  Score: Raw -829706.078035 + Penalty 2870.875384 = -826835.202650
  nChanged 25
		SP:Iteration 40F (56179.030000 sec): 3 clusters
  Score: Raw -829712.152900 + Penalty 2870.875384 = -826841.277515
  nChanged 21
		SP:Iteration 41Q (56179.190000 sec): 3 clusters
  Score: Raw -829718.492751 + Penalty 2870.875384 = -826847.617367
  nChanged 31
		SP:Iteration 42Q (56179.320000 sec): 3 clusters
  Score: Raw -829733.066587 + Penalty 2870.875384 = -826862.191203
  nChanged 40
		SP:Iteration 43Q (56179.450000 sec): 3 clusters
  Score: Raw -829756.311269 + Penalty 2870.875384 = -826885.435884
  nChanged 42
		SP:Iteration 44Q (56179.620000 sec): 3 clusters
  Score: Raw -829786.624132 + Penalty 2870.875384 = -826915.748748
  nChanged 50
		SP:Iteration 45Q (56179.740000 sec): 3 clusters
  Score: Raw -829882.075476 + Penalty 2870.875384 = -827011.200092
  nChanged 64
		SP:Iteration 46Q (56179.870000 sec): 3 clusters
  Score: Raw -830086.874319 + Penalty 2870.875384 = -827215.998934
  nChanged 102
		SP:Iteration 47Q (56180.080000 sec): 3 clusters
  Score: Raw -830240.673239 + Penalty 2870.875384 = -827369.797855
  nChanged 87
		SP:Iteration 48Q (56180.280000 sec): 3 clusters
  Score: Raw -830317.113372 + Penalty 2870.875384 = -827446.237988
  nChanged 47
		SP:Iteration 49Q (56180.420000 sec): 3 clusters
  Score: Raw -830341.194741 + Penalty 2870.875384 = -827470.319357
  nChanged 28
		SP:Iteration 50Q (56180.580000 sec): 3 clusters
  Score: Raw -830351.775506 + Penalty 2870.875384 = -827480.900121
  nChanged 17
		SP:Iteration 51Q (56180.750000 sec): 3 clusters
  Score: Raw -830356.318023 + Penalty 2870.875384 = -827485.442638
  nChanged 11
		SP:Iteration 52Q (56180.970000 sec): 3 clusters
  Score: Raw -830359.035785 + Penalty 2870.875384 = -827488.160401
  nChanged 10
		SP:Iteration 53Q (56181.130000 sec): 3 clusters
  Score: Raw -830361.978443 + Penalty 2870.875384 = -827491.103059
  nChanged 6
		SP:Iteration 54Q (56181.340000 sec): 3 clusters
  Score: Raw -830363.234437 + Penalty 2870.875384 = -827492.359053
  nChanged 2
		SP:Iteration 55Q (56181.530000 sec): 3 clusters
  Score: Raw -830364.076785 + Penalty 2870.875384 = -827493.201401
  nChanged 1
		SP:Iteration 56Q (56181.730000 sec): 3 clusters
  Score: Raw -830364.439399 + Penalty 2870.875384 = -827493.564015
  nChanged 1
		SP:Iteration 57Q (56181.940000 sec): 3 clusters
  Score: Raw -830364.627450 + Penalty 2870.875384 = -827493.752066
  nChanged 1
		SP:Iteration 58Q (56182.130000 sec): 3 clusters
  Score: Raw -830364.702993 + Penalty 2870.875384 = -827493.827608
  nChanged 0
		SP:Iteration 59F (56182.380000 sec): 3 clusters
  Score: Raw -830364.702993 + Penalty 2870.875384 = -827493.827608
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 39 (2270 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (56182.470000 sec): 2 clusters
  Score: Raw -270516.775299 + Penalty 1255.724455 = -269261.050843
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (56182.620000 sec): 3 clusters
  Score: Raw -269528.447847 + Penalty 2511.448911 = -267016.998936
  nChanged 807
		SP:Iteration 1F (56182.800000 sec): 3 clusters
  Score: Raw -270059.550314 + Penalty 2511.448911 = -267548.101403
  nChanged 194
		SP:Iteration 2F (56182.930000 sec): 3 clusters
  Score: Raw -270190.754002 + Penalty 2511.448911 = -267679.305091
  nChanged 98
		SP:Iteration 3Q (56183.100000 sec): 3 clusters
  Score: Raw -270247.278646 + Penalty 2511.448911 = -267735.829735
  nChanged 72
		SP:Iteration 4Q (56183.300000 sec): 3 clusters
  Score: Raw -270286.586517 + Penalty 2511.448911 = -267775.137607
  nChanged 47
		SP:Iteration 5Q (56183.480000 sec): 3 clusters
  Score: Raw -270312.457271 + Penalty 2511.448911 = -267801.008360
  nChanged 26
		SP:Iteration 6Q (56183.640000 sec): 3 clusters
  Score: Raw -270326.616633 + Penalty 2511.448911 = -267815.167722
  nChanged 25
		SP:Iteration 7Q (56183.780000 sec): 3 clusters
  Score: Raw -270339.285067 + Penalty 2511.448911 = -267827.836156
  nChanged 27
		SP:Iteration 8Q (56183.920000 sec): 3 clusters
  Score: Raw -270352.963108 + Penalty 2511.448911 = -267841.514197
  nChanged 22
		SP:Iteration 9Q (56184.100000 sec): 3 clusters
  Score: Raw -270365.526206 + Penalty 2511.448911 = -267854.077295
  nChanged 20
		SP:Iteration 10Q (56184.280000 sec): 3 clusters
  Score: Raw -270376.875160 + Penalty 2511.448911 = -267865.426249
  nChanged 14
		SP:Iteration 11Q (56184.380000 sec): 3 clusters
  Score: Raw -270384.183179 + Penalty 2511.448911 = -267872.734268
  nChanged 15
		SP:Iteration 12Q (56184.510000 sec): 3 clusters
  Score: Raw -270392.111142 + Penalty 2511.448911 = -267880.662231
  nChanged 14
		SP:Iteration 13Q (56184.670000 sec): 3 clusters
  Score: Raw -270399.052113 + Penalty 2511.448911 = -267887.603202
  nChanged 16
		SP:Iteration 14Q (56184.800000 sec): 3 clusters
  Score: Raw -270405.339020 + Penalty 2511.448911 = -267893.890109
  nChanged 13
		SP:Iteration 15Q (56184.890000 sec): 3 clusters
  Score: Raw -270413.075996 + Penalty 2511.448911 = -267901.627085
  nChanged 23
		SP:Iteration 16Q (56185.010000 sec): 3 clusters
  Score: Raw -270427.119165 + Penalty 2511.448911 = -267915.670255
  nChanged 25
		SP:Iteration 17Q (56185.150000 sec): 3 clusters
  Score: Raw -270441.392354 + Penalty 2511.448911 = -267929.943443
  nChanged 23
		SP:Iteration 18Q (56185.300000 sec): 3 clusters
  Score: Raw -270453.837091 + Penalty 2511.448911 = -267942.388180
  nChanged 20
		SP:Iteration 19Q (56185.390000 sec): 3 clusters
  Score: Raw -270465.209035 + Penalty 2511.448911 = -267953.760124
  nChanged 18
		SP:Iteration 20F (56185.500000 sec): 3 clusters
  Score: Raw -270477.106352 + Penalty 2511.448911 = -267965.657441
  nChanged 19
		SP:Iteration 21Q (56185.640000 sec): 3 clusters
  Score: Raw -270488.076296 + Penalty 2511.448911 = -267976.627385
  nChanged 17
		SP:Iteration 22Q (56185.750000 sec): 3 clusters
  Score: Raw -270494.474957 + Penalty 2511.448911 = -267983.026046
  nChanged 13
		SP:Iteration 23Q (56185.860000 sec): 3 clusters
  Score: Raw -270497.881227 + Penalty 2511.448911 = -267986.432316
  nChanged 3
		SP:Iteration 24Q (56186.010000 sec): 3 clusters
  Score: Raw -270499.123624 + Penalty 2511.448911 = -267987.674713
  nChanged 4
		SP:Iteration 25Q (56186.100000 sec): 3 clusters
  Score: Raw -270500.145584 + Penalty 2511.448911 = -267988.696673
  nChanged 3
		SP:Iteration 26Q (56186.190000 sec): 3 clusters
  Score: Raw -270501.401976 + Penalty 2511.448911 = -267989.953065
  nChanged 6
		SP:Iteration 27Q (56186.330000 sec): 3 clusters
  Score: Raw -270505.067311 + Penalty 2511.448911 = -267993.618400
  nChanged 12
		SP:Iteration 28Q (56186.510000 sec): 3 clusters
  Score: Raw -270510.606102 + Penalty 2511.448911 = -267999.157191
  nChanged 12
		SP:Iteration 29Q (56186.630000 sec): 3 clusters
  Score: Raw -270517.582190 + Penalty 2511.448911 = -268006.133279
  nChanged 14
		SP:Iteration 30Q (56186.820000 sec): 3 clusters
  Score: Raw -270524.435219 + Penalty 2511.448911 = -268012.986308
  nChanged 11
		SP:Iteration 31Q (56187.000000 sec): 3 clusters
  Score: Raw -270530.716488 + Penalty 2511.448911 = -268019.267577
  nChanged 13
		SP:Iteration 32Q (56187.100000 sec): 3 clusters
  Score: Raw -270535.915201 + Penalty 2511.448911 = -268024.466290
  nChanged 8
		SP:Iteration 33Q (56187.230000 sec): 3 clusters
  Score: Raw -270538.550720 + Penalty 2511.448911 = -268027.101809
  nChanged 5
		SP:Iteration 34Q (56187.370000 sec): 3 clusters
  Score: Raw -270539.762434 + Penalty 2511.448911 = -268028.313523
  nChanged 4
		SP:Iteration 35Q (56187.540000 sec): 3 clusters
  Score: Raw -270540.519473 + Penalty 2511.448911 = -268029.070562
  nChanged 2
		SP:Iteration 36Q (56187.700000 sec): 3 clusters
  Score: Raw -270540.888781 + Penalty 2511.448911 = -268029.439870
  nChanged 1
		SP:Iteration 37Q (56187.800000 sec): 3 clusters
  Score: Raw -270541.384474 + Penalty 2511.448911 = -268029.935564
  nChanged 4
		SP:Iteration 38Q (56187.930000 sec): 3 clusters
  Score: Raw -270543.070960 + Penalty 2511.448911 = -268031.622049
  nChanged 3
		SP:Iteration 39Q (56188.100000 sec): 3 clusters
  Score: Raw -270544.475196 + Penalty 2511.448911 = -268033.026285
  nChanged 2
		SP:Iteration 40F (56188.310000 sec): 3 clusters
  Score: Raw -270545.313648 + Penalty 2511.448911 = -268033.864737
  nChanged 3
		SP:Iteration 41Q (56188.430000 sec): 3 clusters
  Score: Raw -270546.574635 + Penalty 2511.448911 = -268035.125724
  nChanged 6
		SP:Iteration 42Q (56188.590000 sec): 3 clusters
  Score: Raw -270548.648572 + Penalty 2511.448911 = -268037.199661
  nChanged 9
		SP:Iteration 43Q (56188.720000 sec): 3 clusters
  Score: Raw -270554.263344 + Penalty 2511.448911 = -268042.814433
  nChanged 8
		SP:Iteration 44Q (56188.870000 sec): 3 clusters
  Score: Raw -270559.393025 + Penalty 2511.448911 = -268047.944114
  nChanged 12
		SP:Iteration 45Q (56189.060000 sec): 3 clusters
  Score: Raw -270566.645385 + Penalty 2511.448911 = -268055.196474
  nChanged 10
		SP:Iteration 46Q (56189.180000 sec): 3 clusters
  Score: Raw -270571.639273 + Penalty 2511.448911 = -268060.190362
  nChanged 9
		SP:Iteration 47Q (56189.340000 sec): 3 clusters
  Score: Raw -270576.408225 + Penalty 2511.448911 = -268064.959314
  nChanged 9
		SP:Iteration 48Q (56189.460000 sec): 3 clusters
  Score: Raw -270582.263120 + Penalty 2511.448911 = -268070.814209
  nChanged 16
		SP:Iteration 49Q (56189.640000 sec): 3 clusters
  Score: Raw -270590.295693 + Penalty 2511.448911 = -268078.846782
  nChanged 8
		SP:Iteration 50Q (56189.740000 sec): 3 clusters
  Score: Raw -270593.954964 + Penalty 2511.448911 = -268082.506053
  nChanged 7
		SP:Iteration 51Q (56189.880000 sec): 3 clusters
  Score: Raw -270597.028931 + Penalty 2511.448911 = -268085.580020
  nChanged 11
		SP:Iteration 52Q (56189.970000 sec): 3 clusters
  Score: Raw -270604.160974 + Penalty 2511.448911 = -268092.712063
  nChanged 12
		SP:Iteration 53Q (56190.050000 sec): 3 clusters
  Score: Raw -270608.833800 + Penalty 2511.448911 = -268097.384889
  nChanged 10
		SP:Iteration 54Q (56190.180000 sec): 3 clusters
  Score: Raw -270614.518789 + Penalty 2511.448911 = -268103.069878
  nChanged 10
		SP:Iteration 55Q (56190.310000 sec): 3 clusters
  Score: Raw -270621.974665 + Penalty 2511.448911 = -268110.525754
  nChanged 12
		SP:Iteration 56Q (56190.390000 sec): 3 clusters
  Score: Raw -270627.485696 + Penalty 2511.448911 = -268116.036785
  nChanged 8
		SP:Iteration 57Q (56190.510000 sec): 3 clusters
  Score: Raw -270630.803236 + Penalty 2511.448911 = -268119.354325
  nChanged 6
		SP:Iteration 58Q (56190.640000 sec): 3 clusters
  Score: Raw -270635.334997 + Penalty 2511.448911 = -268123.886086
  nChanged 6
		SP:Iteration 59Q (56190.760000 sec): 3 clusters
  Score: Raw -270638.212731 + Penalty 2511.448911 = -268126.763820
  nChanged 15
		SP:Iteration 60F (56190.970000 sec): 3 clusters
  Score: Raw -270644.969503 + Penalty 2511.448911 = -268133.520592
  nChanged 9
		SP:Iteration 61Q (56191.100000 sec): 3 clusters
  Score: Raw -270649.824908 + Penalty 2511.448911 = -268138.375997
  nChanged 11
		SP:Iteration 62Q (56191.280000 sec): 3 clusters
  Score: Raw -270656.261167 + Penalty 2511.448911 = -268144.812256
  nChanged 12
		SP:Iteration 63Q (56191.420000 sec): 3 clusters
  Score: Raw -270660.823235 + Penalty 2511.448911 = -268149.374324
  nChanged 11
		SP:Iteration 64Q (56191.530000 sec): 3 clusters
  Score: Raw -270665.842502 + Penalty 2511.448911 = -268154.393591
  nChanged 12
		SP:Iteration 65Q (56191.740000 sec): 3 clusters
  Score: Raw -270670.923489 + Penalty 2511.448911 = -268159.474578
  nChanged 6
		SP:Iteration 66Q (56191.930000 sec): 3 clusters
  Score: Raw -270672.767980 + Penalty 2511.448911 = -268161.319070
  nChanged 5
		SP:Iteration 67Q (56192.070000 sec): 3 clusters
  Score: Raw -270674.893386 + Penalty 2511.448911 = -268163.444475
  nChanged 6
		SP:Iteration 68Q (56192.250000 sec): 3 clusters
  Score: Raw -270676.459911 + Penalty 2511.448911 = -268165.011000
  nChanged 5
		SP:Iteration 69Q (56192.390000 sec): 3 clusters
  Score: Raw -270678.374115 + Penalty 2511.448911 = -268166.925204
  nChanged 7
		SP:Iteration 70Q (56192.540000 sec): 3 clusters
  Score: Raw -270681.262062 + Penalty 2511.448911 = -268169.813151
  nChanged 11
		SP:Iteration 71Q (56192.680000 sec): 3 clusters
  Score: Raw -270684.158374 + Penalty 2511.448911 = -268172.709463
  nChanged 4
		SP:Iteration 72Q (56192.820000 sec): 3 clusters
  Score: Raw -270685.826589 + Penalty 2511.448911 = -268174.377679
  nChanged 3
		SP:Iteration 73Q (56192.970000 sec): 3 clusters
  Score: Raw -270691.011580 + Penalty 2511.448911 = -268179.562669
  nChanged 4
		SP:Iteration 74Q (56193.110000 sec): 3 clusters
  Score: Raw -270693.136163 + Penalty 2511.448911 = -268181.687252
  nChanged 10
		SP:Iteration 75Q (56193.280000 sec): 3 clusters
  Score: Raw -270697.812108 + Penalty 2511.448911 = -268186.363197
  nChanged 6
		SP:Iteration 76Q (56193.430000 sec): 3 clusters
  Score: Raw -270700.397821 + Penalty 2511.448911 = -268188.948910
  nChanged 6
		SP:Iteration 77Q (56193.570000 sec): 3 clusters
  Score: Raw -270703.745404 + Penalty 2511.448911 = -268192.296493
  nChanged 12
		SP:Iteration 78Q (56193.670000 sec): 3 clusters
  Score: Raw -270711.530767 + Penalty 2511.448911 = -268200.081856
  nChanged 9
		SP:Iteration 79Q (56193.780000 sec): 3 clusters
  Score: Raw -270716.694498 + Penalty 2511.448911 = -268205.245587
  nChanged 8
		SP:Iteration 80F (56193.920000 sec): 3 clusters
  Score: Raw -270720.862730 + Penalty 2511.448911 = -268209.413819
  nChanged 11
		SP:Iteration 81Q (56194.020000 sec): 3 clusters
  Score: Raw -270726.421227 + Penalty 2511.448911 = -268214.972316
  nChanged 13
		SP:Iteration 82Q (56194.140000 sec): 3 clusters
  Score: Raw -270732.715944 + Penalty 2511.448911 = -268221.267033
  nChanged 7
		SP:Iteration 83Q (56194.280000 sec): 3 clusters
  Score: Raw -270735.307679 + Penalty 2511.448911 = -268223.858768
  nChanged 6
		SP:Iteration 84Q (56194.420000 sec): 3 clusters
  Score: Raw -270736.962825 + Penalty 2511.448911 = -268225.513914
  nChanged 3
		SP:Iteration 85Q (56194.550000 sec): 3 clusters
  Score: Raw -270738.527614 + Penalty 2511.448911 = -268227.078703
  nChanged 3
		SP:Iteration 86Q (56194.680000 sec): 3 clusters
  Score: Raw -270739.215996 + Penalty 2511.448911 = -268227.767085
  nChanged 2
		SP:Iteration 87Q (56194.830000 sec): 3 clusters
  Score: Raw -270739.910498 + Penalty 2511.448911 = -268228.461587
  nChanged 1
		SP:Iteration 88Q (56194.930000 sec): 3 clusters
  Score: Raw -270740.113669 + Penalty 2511.448911 = -268228.664758
  nChanged 1
		SP:Iteration 89Q (56195.090000 sec): 3 clusters
  Score: Raw -270740.360155 + Penalty 2511.448911 = -268228.911244
  nChanged 1
		SP:Iteration 90Q (56195.280000 sec): 3 clusters
  Score: Raw -270741.622218 + Penalty 2511.448911 = -268230.173307
  nChanged 4
		SP:Iteration 91Q (56195.450000 sec): 3 clusters
  Score: Raw -270743.580067 + Penalty 2511.448911 = -268232.131156
  nChanged 2
		SP:Iteration 92Q (56195.630000 sec): 3 clusters
  Score: Raw -270744.404712 + Penalty 2511.448911 = -268232.955801
  nChanged 3
		SP:Iteration 93Q (56195.800000 sec): 3 clusters
  Score: Raw -270745.231588 + Penalty 2511.448911 = -268233.782677
  nChanged 1
		SP:Iteration 94Q (56195.980000 sec): 3 clusters
  Score: Raw -270745.587467 + Penalty 2511.448911 = -268234.138556
  nChanged 0
		SP:Iteration 95F (56196.150000 sec): 3 clusters
  Score: Raw -270745.587467 + Penalty 2511.448911 = -268234.138556
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 40 (3380 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (56196.270000 sec): 2 clusters
  Score: Raw -396756.288366 + Penalty 1320.415036 = -395435.873330
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (56196.490000 sec): 3 clusters
  Score: Raw -395126.029520 + Penalty 2640.830071 = -392485.199449
  nChanged 1301
		SP:Iteration 1F (56196.610000 sec): 3 clusters
  Score: Raw -395861.242769 + Penalty 2640.830071 = -393220.412698
  nChanged 274
		SP:Iteration 2F (56196.700000 sec): 3 clusters
  Score: Raw -396062.203934 + Penalty 2640.830071 = -393421.373863
  nChanged 213
		SP:Iteration 3F (56196.840000 sec): 3 clusters
  Score: Raw -396210.363242 + Penalty 2640.830071 = -393569.533171
  nChanged 179
		SP:Iteration 4F (56196.950000 sec): 3 clusters
  Score: Raw -396350.247090 + Penalty 2640.830071 = -393709.417019
  nChanged 179
		SP:Iteration 5F (56197.110000 sec): 3 clusters
  Score: Raw -396493.911485 + Penalty 2640.830071 = -393853.081413
  nChanged 147
		SP:Iteration 6Q (56197.290000 sec): 3 clusters
  Score: Raw -396605.871641 + Penalty 2640.830071 = -393965.041570
  nChanged 124
		SP:Iteration 7Q (56197.450000 sec): 3 clusters
  Score: Raw -396707.018735 + Penalty 2640.830071 = -394066.188664
  nChanged 111
		SP:Iteration 8Q (56197.620000 sec): 3 clusters
  Score: Raw -396796.025904 + Penalty 2640.830071 = -394155.195833
  nChanged 85
		SP:Iteration 9Q (56197.750000 sec): 3 clusters
  Score: Raw -396864.656747 + Penalty 2640.830071 = -394223.826675
  nChanged 56
		SP:Iteration 10Q (56197.890000 sec): 3 clusters
  Score: Raw -396903.822256 + Penalty 2640.830071 = -394262.992185
  nChanged 29
		SP:Iteration 11Q (56198.010000 sec): 3 clusters
  Score: Raw -396931.886303 + Penalty 2640.830071 = -394291.056232
  nChanged 34
		SP:Iteration 12Q (56198.140000 sec): 3 clusters
  Score: Raw -396957.493958 + Penalty 2640.830071 = -394316.663887
  nChanged 28
		SP:Iteration 13Q (56198.250000 sec): 3 clusters
  Score: Raw -396977.207461 + Penalty 2640.830071 = -394336.377390
  nChanged 17
		SP:Iteration 14Q (56198.350000 sec): 3 clusters
  Score: Raw -396986.358674 + Penalty 2640.830071 = -394345.528603
  nChanged 8
		SP:Iteration 15Q (56198.470000 sec): 3 clusters
  Score: Raw -396991.132761 + Penalty 2640.830071 = -394350.302690
  nChanged 8
		SP:Iteration 16Q (56198.620000 sec): 3 clusters
  Score: Raw -396996.854180 + Penalty 2640.830071 = -394356.024109
  nChanged 8
		SP:Iteration 17Q (56198.750000 sec): 3 clusters
  Score: Raw -397003.805618 + Penalty 2640.830071 = -394362.975547
  nChanged 6
		SP:Iteration 18Q (56198.870000 sec): 3 clusters
  Score: Raw -397008.237847 + Penalty 2640.830071 = -394367.407776
  nChanged 7
		SP:Iteration 19Q (56199.000000 sec): 3 clusters
  Score: Raw -397013.854589 + Penalty 2640.830071 = -394373.024518
  nChanged 9
		SP:Iteration 20F (56199.180000 sec): 3 clusters
  Score: Raw -397022.843979 + Penalty 2640.830071 = -394382.013908
  nChanged 8
		SP:Iteration 21Q (56199.370000 sec): 3 clusters
  Score: Raw -397030.271843 + Penalty 2640.830071 = -394389.441772
  nChanged 12
		SP:Iteration 22Q (56199.550000 sec): 3 clusters
  Score: Raw -397038.753726 + Penalty 2640.830071 = -394397.923655
  nChanged 10
		SP:Iteration 23Q (56199.670000 sec): 3 clusters
  Score: Raw -397046.895455 + Penalty 2640.830071 = -394406.065383
  nChanged 12
		SP:Iteration 24Q (56199.810000 sec): 3 clusters
  Score: Raw -397055.346155 + Penalty 2640.830071 = -394414.516084
  nChanged 10
		SP:Iteration 25Q (56199.970000 sec): 3 clusters
  Score: Raw -397061.229691 + Penalty 2640.830071 = -394420.399620
  nChanged 6
		SP:Iteration 26Q (56200.110000 sec): 3 clusters
  Score: Raw -397066.747466 + Penalty 2640.830071 = -394425.917395
  nChanged 7
		SP:Iteration 27Q (56200.260000 sec): 3 clusters
  Score: Raw -397072.434514 + Penalty 2640.830071 = -394431.604442
  nChanged 9
		SP:Iteration 28Q (56200.420000 sec): 3 clusters
  Score: Raw -397083.818834 + Penalty 2640.830071 = -394442.988763
  nChanged 6
		SP:Iteration 29Q (56200.550000 sec): 3 clusters
  Score: Raw -397089.422273 + Penalty 2640.830071 = -394448.592202
  nChanged 4
		SP:Iteration 30Q (56200.690000 sec): 3 clusters
  Score: Raw -397092.450046 + Penalty 2640.830071 = -394451.619975
  nChanged 4
		SP:Iteration 31Q (56200.810000 sec): 3 clusters
  Score: Raw -397096.893337 + Penalty 2640.830071 = -394456.063266
  nChanged 3
		SP:Iteration 32Q (56200.920000 sec): 3 clusters
  Score: Raw -397098.797171 + Penalty 2640.830071 = -394457.967099
  nChanged 0
		SP:Iteration 33F (56201.010000 sec): 3 clusters
  Score: Raw -397098.797171 + Penalty 2640.830071 = -394457.967099
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 41 (663 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (56201.080000 sec): 2 clusters
  Score: Raw -29254.504381 + Penalty 1055.725936 = -28198.778445
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (56201.210000 sec): 3 clusters
  Score: Raw -29260.227960 + Penalty 2111.451872 = -27148.776088
  nChanged 226
		SP:Iteration 1F (56201.360000 sec): 3 clusters
  Score: Raw -30068.035145 + Penalty 2111.451872 = -27956.583273
  nChanged 74
		SP:Iteration 2F (56201.500000 sec): 3 clusters
  Score: Raw -30433.582572 + Penalty 2111.451872 = -28322.130700
  nChanged 31
		SP:Iteration 3Q (56201.640000 sec): 3 clusters
  Score: Raw -30615.308147 + Penalty 2111.451872 = -28503.856276
  nChanged 21
		SP:Iteration 4Q (56201.760000 sec): 3 clusters
  Score: Raw -30773.932378 + Penalty 2111.451872 = -28662.480507
  nChanged 12
		SP:Iteration 5Q (56201.880000 sec): 3 clusters
  Score: Raw -30867.844811 + Penalty 2111.451872 = -28756.392939
  nChanged 11
		SP:Iteration 6Q (56202.030000 sec): 3 clusters
  Score: Raw -30921.595468 + Penalty 2111.451872 = -28810.143596
  nChanged 20
		SP:Iteration 7Q (56202.180000 sec): 3 clusters
  Score: Raw -31003.468149 + Penalty 2111.451872 = -28892.016277
  nChanged 13
		SP:Iteration 8Q (56202.340000 sec): 3 clusters
  Score: Raw -31073.727195 + Penalty 2111.451872 = -28962.275323
  nChanged 11
		SP:Iteration 9Q (56202.470000 sec): 3 clusters
  Score: Raw -31138.198154 + Penalty 2111.451872 = -29026.746282
  nChanged 8
		SP:Iteration 10Q (56202.570000 sec): 3 clusters
  Score: Raw -31228.690226 + Penalty 2111.451872 = -29117.238354
  nChanged 5
		SP:Iteration 11Q (56202.710000 sec): 3 clusters
  Score: Raw -31283.962647 + Penalty 2111.451872 = -29172.510776
  nChanged 7
		SP:Iteration 12Q (56202.770000 sec): 3 clusters
  Score: Raw -31311.839889 + Penalty 2111.451872 = -29200.388017
  nChanged 7
		SP:Iteration 13Q (56202.910000 sec): 3 clusters
  Score: Raw -31362.288168 + Penalty 2111.451872 = -29250.836296
  nChanged 7
		SP:Iteration 14Q (56202.990000 sec): 3 clusters
  Score: Raw -31411.593991 + Penalty 2111.451872 = -29300.142119
  nChanged 8
		SP:Iteration 15Q (56203.110000 sec): 3 clusters
  Score: Raw -31437.678049 + Penalty 2111.451872 = -29326.226177
  nChanged 4
		SP:Iteration 16Q (56203.210000 sec): 3 clusters
  Score: Raw -31461.169295 + Penalty 2111.451872 = -29349.717423
  nChanged 6
		SP:Iteration 17Q (56203.350000 sec): 3 clusters
  Score: Raw -31498.883302 + Penalty 2111.451872 = -29387.431430
  nChanged 6
		SP:Iteration 18Q (56203.460000 sec): 3 clusters
  Score: Raw -31561.933513 + Penalty 2111.451872 = -29450.481641
  nChanged 7
		SP:Iteration 19Q (56203.600000 sec): 3 clusters
  Score: Raw -31595.686617 + Penalty 2111.451872 = -29484.234745
  nChanged 4
		SP:Iteration 20F (56203.750000 sec): 3 clusters
  Score: Raw -31641.870880 + Penalty 2111.451872 = -29530.419008
  nChanged 8
		SP:Iteration 21Q (56203.910000 sec): 3 clusters
  Score: Raw -31750.600803 + Penalty 2111.451872 = -29639.148931
  nChanged 9
		SP:Iteration 22Q (56204.070000 sec): 3 clusters
  Score: Raw -31856.882525 + Penalty 2111.451872 = -29745.430654
  nChanged 3
		SP:Iteration 23Q (56204.210000 sec): 3 clusters
  Score: Raw -31884.425653 + Penalty 2111.451872 = -29772.973781
  nChanged 6
		SP:Iteration 24Q (56204.370000 sec): 3 clusters
  Score: Raw -31903.182841 + Penalty 2111.451872 = -29791.730969
  nChanged 2
		SP:Iteration 25Q (56204.510000 sec): 3 clusters
  Score: Raw -31912.357546 + Penalty 2111.451872 = -29800.905674
  nChanged 1
		SP:Iteration 26Q (56204.620000 sec): 3 clusters
  Score: Raw -31917.165572 + Penalty 2111.451872 = -29805.713700
  nChanged 0
		SP:Iteration 27F (56204.760000 sec): 3 clusters
  Score: Raw -31917.215947 + Penalty 2111.451872 = -29805.764075
  nChanged 1
		SP:Iteration 28Q (56204.850000 sec): 3 clusters
  Score: Raw -31923.462926 + Penalty 2111.451872 = -29812.011054
  nChanged 1
		SP:Iteration 29Q (56204.950000 sec): 3 clusters
  Score: Raw -31936.716937 + Penalty 2111.451872 = -29825.265066
  nChanged 1
		SP:Iteration 30Q (56205.050000 sec): 3 clusters
  Score: Raw -31942.591612 + Penalty 2111.451872 = -29831.139740
  nChanged 3
		SP:Iteration 31Q (56205.130000 sec): 3 clusters
  Score: Raw -31955.400535 + Penalty 2111.451872 = -29843.948663
  nChanged 1
		SP:Iteration 32Q (56205.230000 sec): 3 clusters
  Score: Raw -31956.140457 + Penalty 2111.451872 = -29844.688585
  nChanged 0
		SP:Iteration 33F (56205.330000 sec): 3 clusters
  Score: Raw -31956.140457 + Penalty 2111.451872 = -29844.688585
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 59.
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 42 (495 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (56205.400000 sec): 2 clusters
  Score: Raw -55763.139436 + Penalty 1008.240636 = -54754.898799
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (56205.550000 sec): 3 clusters
  Score: Raw -55747.013513 + Penalty 2016.481273 = -53730.532241
  nChanged 137
		SP:Iteration 1F (56205.670000 sec): 3 clusters
  Score: Raw -56078.802658 + Penalty 2016.481273 = -54062.321385
  nChanged 38
		SP:Iteration 2F (56205.820000 sec): 3 clusters
  Score: Raw -56202.934015 + Penalty 2016.481273 = -54186.452742
  nChanged 18
		SP:Iteration 3Q (56205.930000 sec): 3 clusters
  Score: Raw -56249.209430 + Penalty 2016.481273 = -54232.728157
  nChanged 7
		SP:Iteration 4Q (56206.020000 sec): 3 clusters
  Score: Raw -56267.123667 + Penalty 2016.481273 = -54250.642394
  nChanged 7
		SP:Iteration 5Q (56206.150000 sec): 3 clusters
  Score: Raw -56293.796438 + Penalty 2016.481273 = -54277.315165
  nChanged 5
		SP:Iteration 6Q (56206.370000 sec): 3 clusters
  Score: Raw -56320.003414 + Penalty 2016.481273 = -54303.522142
  nChanged 10
		SP:Iteration 7Q (56206.520000 sec): 3 clusters
  Score: Raw -56387.106924 + Penalty 2016.481273 = -54370.625652
  nChanged 20
		SP:Iteration 8Q (56206.670000 sec): 3 clusters
  Score: Raw -56490.073075 + Penalty 2016.481273 = -54473.591802
  nChanged 25
		SP:Iteration 9F (56206.780000 sec): 3 clusters
  Score: Raw -56663.658189 + Penalty 2016.481273 = -54647.176916
  nChanged 33
		SP:Iteration 10F (56206.980000 sec): 3 clusters
  Score: Raw -56957.464657 + Penalty 2016.481273 = -54940.983384
  nChanged 30
		SP:Iteration 11F (56207.110000 sec): 3 clusters
  Score: Raw -57373.613106 + Penalty 2016.481273 = -55357.131833
  nChanged 11
		SP:Iteration 12Q (56207.250000 sec): 3 clusters
  Score: Raw -57541.351189 + Penalty 2016.481273 = -55524.869916
  nChanged 1
		SP:Iteration 13Q (56207.420000 sec): 3 clusters
  Score: Raw -57546.830406 + Penalty 2016.481273 = -55530.349133
  nChanged 0
		SP:Iteration 14F (56207.570000 sec): 3 clusters
  Score: Raw -57546.830406 + Penalty 2016.481273 = -55530.349133
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 60.
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 43 (1311 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (56207.690000 sec): 2 clusters
  Score: Raw -149322.181184 + Penalty 1166.513641 = -148155.667543
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (56207.840000 sec): 3 clusters
  Score: Raw -148867.225811 + Penalty 2333.027282 = -146534.198529
  nChanged 427
		SP:Iteration 1F (56207.980000 sec): 3 clusters
  Score: Raw -149282.431700 + Penalty 2333.027282 = -146949.404418
  nChanged 122
		SP:Iteration 2F (56208.160000 sec): 3 clusters
  Score: Raw -149412.142868 + Penalty 2333.027282 = -147079.115585
  nChanged 69
		SP:Iteration 3F (56208.290000 sec): 3 clusters
  Score: Raw -149492.669079 + Penalty 2333.027282 = -147159.641796
  nChanged 57
		SP:Iteration 4Q (56208.410000 sec): 3 clusters
  Score: Raw -149541.365531 + Penalty 2333.027282 = -147208.338249
  nChanged 38
		SP:Iteration 5Q (56208.560000 sec): 3 clusters
  Score: Raw -149570.619238 + Penalty 2333.027282 = -147237.591956
  nChanged 20
		SP:Iteration 6Q (56208.650000 sec): 3 clusters
  Score: Raw -149589.259739 + Penalty 2333.027282 = -147256.232457
  nChanged 17
		SP:Iteration 7Q (56208.810000 sec): 3 clusters
  Score: Raw -149609.165233 + Penalty 2333.027282 = -147276.137951
  nChanged 23
		SP:Iteration 8Q (56208.960000 sec): 3 clusters
  Score: Raw -149629.389178 + Penalty 2333.027282 = -147296.361896
  nChanged 23
		SP:Iteration 9Q (56209.070000 sec): 3 clusters
  Score: Raw -149645.059883 + Penalty 2333.027282 = -147312.032601
  nChanged 16
		SP:Iteration 10Q (56209.150000 sec): 3 clusters
  Score: Raw -149659.243392 + Penalty 2333.027282 = -147326.216110
  nChanged 17
		SP:Iteration 11Q (56209.290000 sec): 3 clusters
  Score: Raw -149670.818419 + Penalty 2333.027282 = -147337.791137
  nChanged 13
		SP:Iteration 12Q (56209.390000 sec): 3 clusters
  Score: Raw -149679.750858 + Penalty 2333.027282 = -147346.723575
  nChanged 8
		SP:Iteration 13Q (56209.510000 sec): 3 clusters
  Score: Raw -149686.424703 + Penalty 2333.027282 = -147353.397421
  nChanged 12
		SP:Iteration 14Q (56209.650000 sec): 3 clusters
  Score: Raw -149699.183582 + Penalty 2333.027282 = -147366.156300
  nChanged 10
		SP:Iteration 15Q (56209.810000 sec): 3 clusters
  Score: Raw -149708.643653 + Penalty 2333.027282 = -147375.616371
  nChanged 6
		SP:Iteration 16Q (56209.950000 sec): 3 clusters
  Score: Raw -149712.472170 + Penalty 2333.027282 = -147379.444888
  nChanged 2
		SP:Iteration 17Q (56210.100000 sec): 3 clusters
  Score: Raw -149713.254710 + Penalty 2333.027282 = -147380.227427
  nChanged 0
		SP:Iteration 18F (56210.190000 sec): 3 clusters
  Score: Raw -149713.254710 + Penalty 2333.027282 = -147380.227427
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 44 (2765 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (56210.250000 sec): 2 clusters
  Score: Raw -337700.393363 + Penalty 1287.779336 = -336412.614027
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (56210.400000 sec): 3 clusters
  Score: Raw -336459.340768 + Penalty 2575.558672 = -333883.782096
  nChanged 1020
		SP:Iteration 1F (56210.570000 sec): 3 clusters
  Score: Raw -337060.009148 + Penalty 2575.558672 = -334484.450476
  nChanged 213
		SP:Iteration 2F (56210.740000 sec): 3 clusters
  Score: Raw -337208.895407 + Penalty 2575.558672 = -334633.336735
  nChanged 148
		SP:Iteration 3F (56210.850000 sec): 3 clusters
  Score: Raw -337331.650290 + Penalty 2575.558672 = -334756.091618
  nChanged 144
		SP:Iteration 4F (56211.050000 sec): 3 clusters
  Score: Raw -337489.871327 + Penalty 2575.558672 = -334914.312655
  nChanged 139
		SP:Iteration 5F (56211.230000 sec): 3 clusters
  Score: Raw -337637.950727 + Penalty 2575.558672 = -335062.392055
  nChanged 126
		SP:Iteration 6Q (56211.390000 sec): 3 clusters
  Score: Raw -337765.719782 + Penalty 2575.558672 = -335190.161110
  nChanged 115
		SP:Iteration 7Q (56211.590000 sec): 3 clusters
  Score: Raw -337885.484880 + Penalty 2575.558672 = -335309.926208
  nChanged 90
		SP:Iteration 8Q (56211.730000 sec): 3 clusters
  Score: Raw -337956.491881 + Penalty 2575.558672 = -335380.933209
  nChanged 88
		SP:Iteration 9Q (56211.850000 sec): 3 clusters
  Score: Raw -338010.379576 + Penalty 2575.558672 = -335434.820904
  nChanged 69
		SP:Iteration 10Q (56212.010000 sec): 3 clusters
  Score: Raw -338068.460034 + Penalty 2575.558672 = -335492.901362
  nChanged 66
		SP:Iteration 11Q (56212.190000 sec): 3 clusters
  Score: Raw -338126.120338 + Penalty 2575.558672 = -335550.561666
  nChanged 66
		SP:Iteration 12Q (56212.320000 sec): 3 clusters
  Score: Raw -338188.448028 + Penalty 2575.558672 = -335612.889356
  nChanged 58
		SP:Iteration 13Q (56212.460000 sec): 3 clusters
  Score: Raw -338237.496832 + Penalty 2575.558672 = -335661.938160
  nChanged 61
		SP:Iteration 14Q (56212.560000 sec): 3 clusters
  Score: Raw -338288.704669 + Penalty 2575.558672 = -335713.145997
  nChanged 47
		SP:Iteration 15Q (56212.680000 sec): 3 clusters
  Score: Raw -338342.024427 + Penalty 2575.558672 = -335766.465755
  nChanged 59
		SP:Iteration 16Q (56212.840000 sec): 3 clusters
  Score: Raw -338406.751847 + Penalty 2575.558672 = -335831.193174
  nChanged 55
		SP:Iteration 17Q (56212.970000 sec): 3 clusters
  Score: Raw -338477.608049 + Penalty 2575.558672 = -335902.049377
  nChanged 48
		SP:Iteration 18Q (56213.070000 sec): 3 clusters
  Score: Raw -338557.231234 + Penalty 2575.558672 = -335981.672562
  nChanged 38
		SP:Iteration 19Q (56213.200000 sec): 3 clusters
  Score: Raw -338596.907651 + Penalty 2575.558672 = -336021.348979
  nChanged 31
		SP:Iteration 20F (56213.300000 sec): 3 clusters
  Score: Raw -338618.095607 + Penalty 2575.558672 = -336042.536935
  nChanged 21
		SP:Iteration 21Q (56213.390000 sec): 3 clusters
  Score: Raw -338633.004090 + Penalty 2575.558672 = -336057.445418
  nChanged 16
		SP:Iteration 22Q (56213.530000 sec): 3 clusters
  Score: Raw -338646.834101 + Penalty 2575.558672 = -336071.275429
  nChanged 16
		SP:Iteration 23Q (56213.690000 sec): 3 clusters
  Score: Raw -338657.955494 + Penalty 2575.558672 = -336082.396822
  nChanged 6
		SP:Iteration 24Q (56213.830000 sec): 3 clusters
  Score: Raw -338661.338144 + Penalty 2575.558672 = -336085.779472
  nChanged 2
		SP:Iteration 25Q (56214.000000 sec): 3 clusters
  Score: Raw -338661.727231 + Penalty 2575.558672 = -336086.168559
  nChanged 0
		SP:Iteration 26F (56214.130000 sec): 3 clusters
  Score: Raw -338661.727231 + Penalty 2575.558672 = -336086.168559
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 45 (4288 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (56214.230000 sec): 2 clusters
  Score: Raw -475264.496156 + Penalty 1359.081052 = -473905.415104
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (56214.340000 sec): 3 clusters
  Score: Raw -473070.064464 + Penalty 2718.162103 = -470351.902361
  nChanged 1703
		SP:Iteration 1F (56214.480000 sec): 3 clusters
  Score: Raw -474130.809644 + Penalty 2718.162103 = -471412.647540
  nChanged 378
		SP:Iteration 2F (56214.600000 sec): 3 clusters
  Score: Raw -474506.289215 + Penalty 2718.162103 = -471788.127112
  nChanged 346
		SP:Iteration 3F (56214.770000 sec): 3 clusters
  Score: Raw -474951.941206 + Penalty 2718.162103 = -472233.779103
  nChanged 345
		SP:Iteration 4F (56214.940000 sec): 3 clusters
  Score: Raw -475374.926423 + Penalty 2718.162103 = -472656.764320
  nChanged 320
		SP:Iteration 5F (56215.090000 sec): 3 clusters
  Score: Raw -475746.238064 + Penalty 2718.162103 = -473028.075960
  nChanged 248
		SP:Iteration 6F (56215.250000 sec): 3 clusters
  Score: Raw -476008.358120 + Penalty 2718.162103 = -473290.196017
  nChanged 203
		SP:Iteration 7Q (56215.420000 sec): 3 clusters
  Score: Raw -476175.085143 + Penalty 2718.162103 = -473456.923040
  nChanged 153
		SP:Iteration 8Q (56215.590000 sec): 3 clusters
  Score: Raw -476292.248900 + Penalty 2718.162103 = -473574.086797
  nChanged 121
		SP:Iteration 9Q (56215.770000 sec): 3 clusters
  Score: Raw -476368.468316 + Penalty 2718.162103 = -473650.306212
  nChanged 88
		SP:Iteration 10Q (56215.900000 sec): 3 clusters
  Score: Raw -476425.417263 + Penalty 2718.162103 = -473707.255160
  nChanged 65
		SP:Iteration 11Q (56216.090000 sec): 3 clusters
  Score: Raw -476502.328395 + Penalty 2718.162103 = -473784.166292
  nChanged 71
		SP:Iteration 12Q (56216.240000 sec): 3 clusters
  Score: Raw -476585.862722 + Penalty 2718.162103 = -473867.700619
  nChanged 59
		SP:Iteration 13Q (56216.400000 sec): 3 clusters
  Score: Raw -476675.828601 + Penalty 2718.162103 = -473957.666498
  nChanged 65
		SP:Iteration 14Q (56216.590000 sec): 3 clusters
  Score: Raw -476757.046753 + Penalty 2718.162103 = -474038.884649
  nChanged 55
		SP:Iteration 15Q (56216.750000 sec): 3 clusters
  Score: Raw -476811.946857 + Penalty 2718.162103 = -474093.784753
  nChanged 47
		SP:Iteration 16Q (56216.940000 sec): 3 clusters
  Score: Raw -476853.755595 + Penalty 2718.162103 = -474135.593492
  nChanged 32
		SP:Iteration 17Q (56217.080000 sec): 3 clusters
  Score: Raw -476877.800891 + Penalty 2718.162103 = -474159.638788
  nChanged 32
		SP:Iteration 18Q (56217.190000 sec): 3 clusters
  Score: Raw -476895.554908 + Penalty 2718.162103 = -474177.392805
  nChanged 25
		SP:Iteration 19Q (56217.350000 sec): 3 clusters
  Score: Raw -476903.517843 + Penalty 2718.162103 = -474185.355740
  nChanged 10
		SP:Iteration 20F (56217.500000 sec): 3 clusters
  Score: Raw -476906.560730 + Penalty 2718.162103 = -474188.398627
  nChanged 6
		SP:Iteration 21Q (56217.640000 sec): 3 clusters
  Score: Raw -476907.953617 + Penalty 2718.162103 = -474189.791514
  nChanged 2
		SP:Iteration 22Q (56217.810000 sec): 3 clusters
  Score: Raw -476908.190885 + Penalty 2718.162103 = -474190.028782
  nChanged 0
		SP:Iteration 23F (56217.950000 sec): 3 clusters
  Score: Raw -476908.190885 + Penalty 2718.162103 = -474190.028782
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 61.
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 46 (23894 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (56218.120000 sec): 2 clusters
  Score: Raw -2752199.498379 + Penalty 1638.224682 = -2750561.273697
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (56218.340000 sec): 3 clusters
  Score: Raw -2737609.341843 + Penalty 3276.449365 = -2734332.892479
  nChanged 11005
		SP:Iteration 1F (56218.630000 sec): 3 clusters
  Score: Raw -2743901.956075 + Penalty 3276.449365 = -2740625.506711
  nChanged 1568
		SP:Iteration 2F (56218.940000 sec): 3 clusters
  Score: Raw -2744914.949183 + Penalty 3276.449365 = -2741638.499818
  nChanged 1721
		SP:Iteration 3F (56219.160000 sec): 3 clusters
  Score: Raw -2746208.082632 + Penalty 3276.449365 = -2742931.633267
  nChanged 1845
		SP:Iteration 4F (56219.450000 sec): 3 clusters
  Score: Raw -2747801.713241 + Penalty 3276.449365 = -2744525.263876
  nChanged 1887
		SP:Iteration 5F (56219.750000 sec): 3 clusters
  Score: Raw -2749363.049190 + Penalty 3276.449365 = -2746086.599825
  nChanged 1626
		SP:Iteration 6F (56219.990000 sec): 3 clusters
  Score: Raw -2750472.251685 + Penalty 3276.449365 = -2747195.802321
  nChanged 1337
		SP:Iteration 7F (56220.290000 sec): 3 clusters
  Score: Raw -2751253.634282 + Penalty 3276.449365 = -2747977.184917
  nChanged 896
		SP:Iteration 8Q (56220.590000 sec): 3 clusters
  Score: Raw -2751654.382602 + Penalty 3276.449365 = -2748377.933237
  nChanged 657
		SP:Iteration 9Q (56220.910000 sec): 3 clusters
  Score: Raw -2751912.671757 + Penalty 3276.449365 = -2748636.222392
  nChanged 530
		SP:Iteration 10Q (56221.250000 sec): 3 clusters
  Score: Raw -2752087.459344 + Penalty 3276.449365 = -2748811.009979
  nChanged 402
		SP:Iteration 11Q (56221.490000 sec): 3 clusters
  Score: Raw -2752193.850393 + Penalty 3276.449365 = -2748917.401028
  nChanged 316
		SP:Iteration 12Q (56221.810000 sec): 3 clusters
  Score: Raw -2752261.604768 + Penalty 3276.449365 = -2748985.155403
  nChanged 254
		SP:Iteration 13Q (56222.140000 sec): 3 clusters
  Score: Raw -2752309.660707 + Penalty 3276.449365 = -2749033.211342
  nChanged 196
		SP:Iteration 14Q (56222.380000 sec): 3 clusters
  Score: Raw -2752342.771511 + Penalty 3276.449365 = -2749066.322147
  nChanged 148
		SP:Iteration 15Q (56222.650000 sec): 3 clusters
  Score: Raw -2752367.655310 + Penalty 3276.449365 = -2749091.205946
  nChanged 136
		SP:Iteration 16Q (56222.950000 sec): 3 clusters
  Score: Raw -2752389.757973 + Penalty 3276.449365 = -2749113.308609
  nChanged 126
		SP:Iteration 17Q (56223.180000 sec): 3 clusters
  Score: Raw -2752409.415712 + Penalty 3276.449365 = -2749132.966347
  nChanged 115
		SP:Iteration 18Q (56223.530000 sec): 3 clusters
  Score: Raw -2752431.349093 + Penalty 3276.449365 = -2749154.899729
  nChanged 115
		SP:Iteration 19Q (56223.840000 sec): 3 clusters
  Score: Raw -2752456.109467 + Penalty 3276.449365 = -2749179.660103
  nChanged 131
		SP:Iteration 20F (56224.150000 sec): 3 clusters
  Score: Raw -2752489.995921 + Penalty 3276.449365 = -2749213.546557
  nChanged 152
		SP:Iteration 21Q (56224.420000 sec): 3 clusters
  Score: Raw -2752534.374120 + Penalty 3276.449365 = -2749257.924756
  nChanged 178
		SP:Iteration 22Q (56224.720000 sec): 3 clusters
  Score: Raw -2752584.020750 + Penalty 3276.449365 = -2749307.571385
  nChanged 178
		SP:Iteration 23Q (56225.020000 sec): 3 clusters
  Score: Raw -2752625.955586 + Penalty 3276.449365 = -2749349.506222
  nChanged 184
		SP:Iteration 24Q (56225.300000 sec): 3 clusters
  Score: Raw -2752668.735777 + Penalty 3276.449365 = -2749392.286412
  nChanged 173
		SP:Iteration 25Q (56225.640000 sec): 3 clusters
  Score: Raw -2752709.110522 + Penalty 3276.449365 = -2749432.661157
  nChanged 166
		SP:Iteration 26Q (56225.880000 sec): 3 clusters
  Score: Raw -2752743.262897 + Penalty 3276.449365 = -2749466.813532
  nChanged 178
		SP:Iteration 27Q (56226.250000 sec): 3 clusters
  Score: Raw -2752779.123237 + Penalty 3276.449365 = -2749502.673872
  nChanged 166
		SP:Iteration 28Q (56226.570000 sec): 3 clusters
  Score: Raw -2752809.817112 + Penalty 3276.449365 = -2749533.367747
  nChanged 146
		SP:Iteration 29Q (56226.850000 sec): 3 clusters
  Score: Raw -2752835.863632 + Penalty 3276.449365 = -2749559.414267
  nChanged 134
		SP:Iteration 30Q (56227.140000 sec): 3 clusters
  Score: Raw -2752860.473684 + Penalty 3276.449365 = -2749584.024320
  nChanged 152
		SP:Iteration 31Q (56227.460000 sec): 3 clusters
  Score: Raw -2752889.609095 + Penalty 3276.449365 = -2749613.159731
  nChanged 141
		SP:Iteration 32Q (56227.720000 sec): 3 clusters
  Score: Raw -2752914.720201 + Penalty 3276.449365 = -2749638.270837
  nChanged 129
		SP:Iteration 33Q (56227.980000 sec): 3 clusters
  Score: Raw -2752939.742914 + Penalty 3276.449365 = -2749663.293549
  nChanged 140
		SP:Iteration 34Q (56228.240000 sec): 3 clusters
  Score: Raw -2752965.782390 + Penalty 3276.449365 = -2749689.333025
  nChanged 140
		SP:Iteration 35Q (56228.560000 sec): 3 clusters
  Score: Raw -2752987.511137 + Penalty 3276.449365 = -2749711.061773
  nChanged 131
		SP:Iteration 36Q (56228.880000 sec): 3 clusters
  Score: Raw -2753005.526500 + Penalty 3276.449365 = -2749729.077135
  nChanged 116
		SP:Iteration 37Q (56229.180000 sec): 3 clusters
  Score: Raw -2753021.402160 + Penalty 3276.449365 = -2749744.952795
  nChanged 99
		SP:Iteration 38Q (56229.510000 sec): 3 clusters
  Score: Raw -2753034.051799 + Penalty 3276.449365 = -2749757.602434
  nChanged 92
		SP:Iteration 39Q (56229.780000 sec): 3 clusters
  Score: Raw -2753044.496436 + Penalty 3276.449365 = -2749768.047071
  nChanged 91
		SP:Iteration 40F (56230.100000 sec): 3 clusters
  Score: Raw -2753055.508321 + Penalty 3276.449365 = -2749779.058956
  nChanged 97
		SP:Iteration 41Q (56230.330000 sec): 3 clusters
  Score: Raw -2753069.801129 + Penalty 3276.449365 = -2749793.351764
  nChanged 100
		SP:Iteration 42Q (56230.640000 sec): 3 clusters
  Score: Raw -2753085.511749 + Penalty 3276.449365 = -2749809.062385
  nChanged 113
		SP:Iteration 43Q (56230.890000 sec): 3 clusters
  Score: Raw -2753101.975313 + Penalty 3276.449365 = -2749825.525948
  nChanged 107
		SP:Iteration 44Q (56231.170000 sec): 3 clusters
  Score: Raw -2753119.726900 + Penalty 3276.449365 = -2749843.277535
  nChanged 111
		SP:Iteration 45Q (56231.500000 sec): 3 clusters
  Score: Raw -2753136.525423 + Penalty 3276.449365 = -2749860.076059
  nChanged 98
		SP:Iteration 46Q (56231.830000 sec): 3 clusters
  Score: Raw -2753150.827610 + Penalty 3276.449365 = -2749874.378246
  nChanged 98
		SP:Iteration 47Q (56232.040000 sec): 3 clusters
  Score: Raw -2753163.890720 + Penalty 3276.449365 = -2749887.441356
  nChanged 102
		SP:Iteration 48Q (56232.320000 sec): 3 clusters
  Score: Raw -2753179.294623 + Penalty 3276.449365 = -2749902.845259
  nChanged 104
		SP:Iteration 49Q (56232.660000 sec): 3 clusters
  Score: Raw -2753194.891281 + Penalty 3276.449365 = -2749918.441916
  nChanged 110
		SP:Iteration 50Q (56232.910000 sec): 3 clusters
  Score: Raw -2753212.485859 + Penalty 3276.449365 = -2749936.036494
  nChanged 119
		SP:Iteration 51Q (56233.210000 sec): 3 clusters
  Score: Raw -2753237.180647 + Penalty 3276.449365 = -2749960.731282
  nChanged 121
		SP:Iteration 52Q (56233.540000 sec): 3 clusters
  Score: Raw -2753258.396869 + Penalty 3276.449365 = -2749981.947504
  nChanged 117
		SP:Iteration 53Q (56233.840000 sec): 3 clusters
  Score: Raw -2753280.184818 + Penalty 3276.449365 = -2750003.735454
  nChanged 130
		SP:Iteration 54Q (56234.100000 sec): 3 clusters
  Score: Raw -2753307.914351 + Penalty 3276.449365 = -2750031.464986
  nChanged 151
		SP:Iteration 55Q (56234.390000 sec): 3 clusters
  Score: Raw -2753342.729034 + Penalty 3276.449365 = -2750066.279669
  nChanged 160
		SP:Iteration 56Q (56234.630000 sec): 3 clusters
  Score: Raw -2753375.823554 + Penalty 3276.449365 = -2750099.374190
  nChanged 159
		SP:Iteration 57Q (56234.910000 sec): 3 clusters
  Score: Raw -2753406.229590 + Penalty 3276.449365 = -2750129.780225
  nChanged 138
		SP:Iteration 58Q (56235.170000 sec): 3 clusters
  Score: Raw -2753429.145799 + Penalty 3276.449365 = -2750152.696434
  nChanged 118
		SP:Iteration 59Q (56235.480000 sec): 3 clusters
  Score: Raw -2753448.947721 + Penalty 3276.449365 = -2750172.498357
  nChanged 121
		SP:Iteration 60F (56235.790000 sec): 3 clusters
  Score: Raw -2753468.801417 + Penalty 3276.449365 = -2750192.352052
  nChanged 124
		SP:Iteration 61Q (56236.120000 sec): 3 clusters
  Score: Raw -2753491.587382 + Penalty 3276.449365 = -2750215.138018
  nChanged 120
		SP:Iteration 62Q (56236.430000 sec): 3 clusters
  Score: Raw -2753513.090502 + Penalty 3276.449365 = -2750236.641138
  nChanged 118
		SP:Iteration 63Q (56236.740000 sec): 3 clusters
  Score: Raw -2753531.707286 + Penalty 3276.449365 = -2750255.257921
  nChanged 104
		SP:Iteration 64Q (56236.970000 sec): 3 clusters
  Score: Raw -2753543.946199 + Penalty 3276.449365 = -2750267.496834
  nChanged 76
		SP:Iteration 65Q (56237.220000 sec): 3 clusters
  Score: Raw -2753553.198950 + Penalty 3276.449365 = -2750276.749585
  nChanged 68
		SP:Iteration 66Q (56237.500000 sec): 3 clusters
  Score: Raw -2753559.876003 + Penalty 3276.449365 = -2750283.426638
  nChanged 60
		SP:Iteration 67Q (56237.800000 sec): 3 clusters
  Score: Raw -2753565.563234 + Penalty 3276.449365 = -2750289.113870
  nChanged 47
		SP:Iteration 68Q (56238.080000 sec): 3 clusters
  Score: Raw -2753569.237656 + Penalty 3276.449365 = -2750292.788292
  nChanged 33
		SP:Iteration 69Q (56238.340000 sec): 3 clusters
  Score: Raw -2753571.866425 + Penalty 3276.449365 = -2750295.417061
  nChanged 27
		SP:Iteration 70Q (56238.630000 sec): 3 clusters
  Score: Raw -2753573.946713 + Penalty 3276.449365 = -2750297.497348
  nChanged 26
		SP:Iteration 71Q (56238.970000 sec): 3 clusters
  Score: Raw -2753575.812949 + Penalty 3276.449365 = -2750299.363584
  nChanged 30
		SP:Iteration 72Q (56239.240000 sec): 3 clusters
  Score: Raw -2753577.650533 + Penalty 3276.449365 = -2750301.201168
  nChanged 21
		SP:Iteration 73Q (56239.530000 sec): 3 clusters
  Score: Raw -2753579.093926 + Penalty 3276.449365 = -2750302.644561
  nChanged 18
		SP:Iteration 74Q (56239.860000 sec): 3 clusters
  Score: Raw -2753580.442681 + Penalty 3276.449365 = -2750303.993317
  nChanged 16
		SP:Iteration 75Q (56240.100000 sec): 3 clusters
  Score: Raw -2753581.288133 + Penalty 3276.449365 = -2750304.838768
  nChanged 16
		SP:Iteration 76Q (56240.420000 sec): 3 clusters
  Score: Raw -2753582.311440 + Penalty 3276.449365 = -2750305.862075
  nChanged 15
		SP:Iteration 77Q (56240.670000 sec): 3 clusters
  Score: Raw -2753583.231990 + Penalty 3276.449365 = -2750306.782625
  nChanged 15
		SP:Iteration 78Q (56240.880000 sec): 3 clusters
  Score: Raw -2753584.002010 + Penalty 3276.449365 = -2750307.552645
  nChanged 12
		SP:Iteration 79Q (56241.210000 sec): 3 clusters
  Score: Raw -2753584.626648 + Penalty 3276.449365 = -2750308.177284
  nChanged 12
		SP:Iteration 80F (56241.470000 sec): 3 clusters
  Score: Raw -2753585.045573 + Penalty 3276.449365 = -2750308.596208
  nChanged 5
		SP:Iteration 81Q (56241.770000 sec): 3 clusters
  Score: Raw -2753585.208707 + Penalty 3276.449365 = -2750308.759342
  nChanged 4
		SP:Iteration 82Q (56242.020000 sec): 3 clusters
  Score: Raw -2753585.389657 + Penalty 3276.449365 = -2750308.940293
  nChanged 4
		SP:Iteration 83Q (56242.310000 sec): 3 clusters
  Score: Raw -2753585.543780 + Penalty 3276.449365 = -2750309.094416
  nChanged 3
		SP:Iteration 84Q (56242.610000 sec): 3 clusters
  Score: Raw -2753585.627461 + Penalty 3276.449365 = -2750309.178096
  nChanged 2
		SP:Iteration 85Q (56242.900000 sec): 3 clusters
  Score: Raw -2753585.670679 + Penalty 3276.449365 = -2750309.221314
  nChanged 2
		SP:Iteration 86Q (56243.210000 sec): 3 clusters
  Score: Raw -2753585.764886 + Penalty 3276.449365 = -2750309.315521
  nChanged 4
		SP:Iteration 87Q (56243.460000 sec): 3 clusters
  Score: Raw -2753585.863156 + Penalty 3276.449365 = -2750309.413791
  nChanged 1
		SP:Iteration 88Q (56243.740000 sec): 3 clusters
  Score: Raw -2753585.883295 + Penalty 3276.449365 = -2750309.433930
  nChanged 0
		SP:Iteration 89F (56244.070000 sec): 3 clusters
  Score: Raw -2753585.883295 + Penalty 3276.449365 = -2750309.433930
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 47 (1463 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (56244.140000 sec): 2 clusters
  Score: Raw -175379.380500 + Penalty 1184.339715 = -174195.040785
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (56244.310000 sec): 3 clusters
  Score: Raw -174941.544249 + Penalty 2368.679430 = -172572.864818
  nChanged 532
		SP:Iteration 1F (56244.450000 sec): 3 clusters
  Score: Raw -175758.738628 + Penalty 2368.679430 = -173390.059198
  nChanged 182
		SP:Iteration 2F (56244.630000 sec): 3 clusters
  Score: Raw -176122.527250 + Penalty 2368.679430 = -173753.847819
  nChanged 104
		SP:Iteration 3F (56244.780000 sec): 3 clusters
  Score: Raw -176286.720369 + Penalty 2368.679430 = -173918.040938
  nChanged 58
		SP:Iteration 4Q (56244.960000 sec): 3 clusters
  Score: Raw -176375.443817 + Penalty 2368.679430 = -174006.764387
  nChanged 41
		SP:Iteration 5Q (56245.110000 sec): 3 clusters
  Score: Raw -176438.045451 + Penalty 2368.679430 = -174069.366021
  nChanged 28
		SP:Iteration 6Q (56245.290000 sec): 3 clusters
  Score: Raw -176473.973529 + Penalty 2368.679430 = -174105.294099
  nChanged 17
		SP:Iteration 7Q (56245.400000 sec): 3 clusters
  Score: Raw -176492.677092 + Penalty 2368.679430 = -174123.997662
  nChanged 10
		SP:Iteration 8Q (56245.570000 sec): 3 clusters
  Score: Raw -176509.024719 + Penalty 2368.679430 = -174140.345289
  nChanged 12
		SP:Iteration 9Q (56245.640000 sec): 3 clusters
  Score: Raw -176526.444936 + Penalty 2368.679430 = -174157.765506
  nChanged 19
		SP:Iteration 10Q (56245.750000 sec): 3 clusters
  Score: Raw -176551.713071 + Penalty 2368.679430 = -174183.033641
  nChanged 16
		SP:Iteration 11Q (56245.910000 sec): 3 clusters
  Score: Raw -176574.219269 + Penalty 2368.679430 = -174205.539838
  nChanged 23
		SP:Iteration 12Q (56246.080000 sec): 3 clusters
  Score: Raw -176601.213813 + Penalty 2368.679430 = -174232.534383
  nChanged 13
		SP:Iteration 13Q (56246.280000 sec): 3 clusters
  Score: Raw -176616.839617 + Penalty 2368.679430 = -174248.160187
  nChanged 14
		SP:Iteration 14Q (56246.450000 sec): 3 clusters
  Score: Raw -176633.760187 + Penalty 2368.679430 = -174265.080757
  nChanged 11
		SP:Iteration 15Q (56246.590000 sec): 3 clusters
  Score: Raw -176649.464928 + Penalty 2368.679430 = -174280.785498
  nChanged 9
		SP:Iteration 16Q (56246.730000 sec): 3 clusters
  Score: Raw -176655.811899 + Penalty 2368.679430 = -174287.132468
  nChanged 2
		SP:Iteration 17Q (56246.870000 sec): 3 clusters
  Score: Raw -176657.316305 + Penalty 2368.679430 = -174288.636874
  nChanged 4
		SP:Iteration 18Q (56247.010000 sec): 3 clusters
  Score: Raw -176660.261444 + Penalty 2368.679430 = -174291.582014
  nChanged 7
		SP:Iteration 19Q (56247.150000 sec): 3 clusters
  Score: Raw -176665.008108 + Penalty 2368.679430 = -174296.328678
  nChanged 4
		SP:Iteration 20F (56247.290000 sec): 3 clusters
  Score: Raw -176667.258632 + Penalty 2368.679430 = -174298.579202
  nChanged 1
		SP:Iteration 21Q (56247.400000 sec): 3 clusters
  Score: Raw -176667.741137 + Penalty 2368.679430 = -174299.061706
  nChanged 1
		SP:Iteration 22Q (56247.530000 sec): 3 clusters
  Score: Raw -176669.022563 + Penalty 2368.679430 = -174300.343132
  nChanged 2
		SP:Iteration 23Q (56247.690000 sec): 3 clusters
  Score: Raw -176670.608868 + Penalty 2368.679430 = -174301.929438
  nChanged 3
		SP:Iteration 24Q (56247.790000 sec): 3 clusters
  Score: Raw -176672.505169 + Penalty 2368.679430 = -174303.825738
  nChanged 2
		SP:Iteration 25Q (56247.960000 sec): 3 clusters
  Score: Raw -176674.168690 + Penalty 2368.679430 = -174305.489259
  nChanged 0
		SP:Iteration 26F (56248.120000 sec): 3 clusters
  Score: Raw -176674.168690 + Penalty 2368.679430 = -174305.489259
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 62.
Iteration 99Q (56330.800000 sec): 63 clusters
  Score: Raw -104681982.388437 + Penalty 137921.237783 = -104544061.150654
  nChanged 6957
Iteration 100F (56459.610000 sec): 63 clusters
  Score: Raw -104689544.206408 + Penalty 137921.237783 = -104551622.968625
  nChanged 7836
Iteration 101Q (56537.950000 sec): 63 clusters
  Score: Raw -104694678.032971 + Penalty 137921.237783 = -104556756.795188
  nChanged 5205
Iteration 102Q (56620.700000 sec): 63 clusters
  Score: Raw -104697282.797367 + Penalty 137921.237783 = -104559361.559584
  nChanged 3804
Iteration 103Q (56698.780000 sec): 63 clusters
  Score: Raw -104698563.441252 + Penalty 137921.237783 = -104560642.203469
  nChanged 2984
Iteration 104Q (56775.240000 sec): 63 clusters
  Score: Raw -104699287.991918 + Penalty 137921.237783 = -104561366.754135
  nChanged 2484
Iteration 105Q (56896.090000 sec): 63 clusters
  Score: Raw -104699780.344167 + Penalty 137921.237783 = -104561859.106384
  nChanged 2274
Iteration 106Q (57027.270000 sec): 63 clusters
  Score: Raw -104700205.671630 + Penalty 137921.237783 = -104562284.433847
  nChanged 2021
Iteration 107Q (57158.530000 sec): 63 clusters
  Score: Raw -104700569.616032 + Penalty 137921.237783 = -104562648.378248
  nChanged 1970
Iteration 108Q (57289.360000 sec): 63 clusters
  Score: Raw -104700895.867674 + Penalty 137921.237783 = -104562974.629890
  nChanged 1859
Iteration 109Q (57420.290000 sec): 63 clusters
  Score: Raw -104701174.602326 + Penalty 137921.237783 = -104563253.364543
  nChanged 1844
Iteration 110Q (57550.960000 sec): 63 clusters
  Score: Raw -104701456.479740 + Penalty 137921.237783 = -104563535.241957
  nChanged 1890
Iteration 111Q (57680.320000 sec): 63 clusters
  Score: Raw -104701766.053953 + Penalty 137921.237783 = -104563844.816170
  nChanged 2018
Iteration 112Q (57811.170000 sec): 63 clusters
  Score: Raw -104702106.526387 + Penalty 137921.237783 = -104564185.288604
  nChanged 2109
Iteration 113Q (57940.730000 sec): 63 clusters
  Score: Raw -104702456.778987 + Penalty 137921.237783 = -104564535.541203
  nChanged 2144
Iteration 114Q (58070.890000 sec): 63 clusters
  Score: Raw -104702828.365100 + Penalty 137921.237783 = -104564907.127317
  nChanged 2232
Iteration 115Q (58200.480000 sec): 63 clusters
  Score: Raw -104703208.650784 + Penalty 137921.237783 = -104565287.413001
  nChanged 2201
Iteration 116Q (58331.930000 sec): 63 clusters
  Score: Raw -104703531.599385 + Penalty 137921.237783 = -104565610.361602
  nChanged 2062
Iteration 117Q (58462.330000 sec): 63 clusters
  Score: Raw -104703813.172077 + Penalty 137921.237783 = -104565891.934294
  nChanged 1970
Iteration 118Q (58594.040000 sec): 63 clusters
  Score: Raw -104704065.313624 + Penalty 137921.237783 = -104566144.075841
  nChanged 1872
Iteration 119Q (58725.110000 sec): 63 clusters
  Score: Raw -104704269.438138 + Penalty 137921.237783 = -104566348.200355
  nChanged 1675
Iteration 120F (58909.710000 sec): 63 clusters
  Score: Raw -104705154.678217 + Penalty 137921.237783 = -104567233.440434
  nChanged 1951
Iteration 121Q (59040.780000 sec): 63 clusters
  Score: Raw -104705754.176095 + Penalty 137921.237783 = -104567832.938312
  nChanged 1800
Iteration 122Q (59170.060000 sec): 63 clusters
  Score: Raw -104706041.114956 + Penalty 137921.237783 = -104568119.877173
  nChanged 1670
Iteration 123Q (59299.380000 sec): 63 clusters
  Score: Raw -104706239.037353 + Penalty 137921.237783 = -104568317.799570
  nChanged 1505
Iteration 124Q (59428.540000 sec): 63 clusters
  Score: Raw -104706387.649165 + Penalty 137921.237783 = -104568466.411382
  nChanged 1301
Iteration 125Q (59558.690000 sec): 63 clusters
  Score: Raw -104706502.310054 + Penalty 137921.237783 = -104568581.072271
  nChanged 1154
Iteration 126Q (59687.910000 sec): 63 clusters
  Score: Raw -104706594.366242 + Penalty 137921.237783 = -104568673.128459
  nChanged 1089
Iteration 127Q (59817.380000 sec): 63 clusters
  Score: Raw -104706685.099337 + Penalty 137921.237783 = -104568763.861554
  nChanged 969
Iteration 128Q (59946.890000 sec): 63 clusters
  Score: Raw -104706763.420830 + Penalty 137921.237783 = -104568842.183047
  nChanged 911
Iteration 129Q (60078.180000 sec): 63 clusters
  Score: Raw -104706832.421873 + Penalty 137921.237783 = -104568911.184090
  nChanged 799
Iteration 130Q (60209.200000 sec): 63 clusters
  Score: Raw -104706896.351745 + Penalty 137921.237783 = -104568975.113962
  nChanged 717
Iteration 131Q (60339.700000 sec): 63 clusters
  Score: Raw -104706946.419233 + Penalty 137921.237783 = -104569025.181450
  nChanged 747
Iteration 132Q (60470.460000 sec): 63 clusters
  Score: Raw -104707000.886295 + Penalty 137921.237783 = -104569079.648512
  nChanged 646
Iteration 133Q (60599.830000 sec): 63 clusters
  Score: Raw -104707044.788226 + Penalty 137921.237783 = -104569123.550443
  nChanged 599
Iteration 134Q (60731.400000 sec): 63 clusters
  Score: Raw -104707088.969903 + Penalty 137921.237783 = -104569167.732120
  nChanged 571
Iteration 135Q (60862.760000 sec): 63 clusters
  Score: Raw -104707127.078341 + Penalty 137921.237783 = -104569205.840557
  nChanged 540
Iteration 136Q (60991.710000 sec): 63 clusters
  Score: Raw -104707166.572206 + Penalty 137921.237783 = -104569245.334423
  nChanged 514
Iteration 137Q (61122.750000 sec): 63 clusters
  Score: Raw -104707205.894467 + Penalty 137921.237783 = -104569284.656684
  nChanged 485
Iteration 138Q (61252.830000 sec): 63 clusters
  Score: Raw -104707239.336125 + Penalty 137921.237783 = -104569318.098342
  nChanged 512
Writing temp clu file 
Because OldScore, -104569284.656684, is greater than current (better) Score,-104569318.098342 
 Compute initial score before splitting:   Score: Raw -104707239.336125 + Penalty 137921.237783 = -104569318.098342
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 1 (388 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (61252.990000 sec): 2 clusters
  Score: Raw -36486.398618 + Penalty 968.663368 = -35517.735250
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (61253.170000 sec): 3 clusters
  Score: Raw -36490.041575 + Penalty 1937.326735 = -34552.714840
  nChanged 90
		SP:Iteration 1F (61253.340000 sec): 3 clusters
  Score: Raw -36689.067034 + Penalty 1937.326735 = -34751.740299
  nChanged 32
		SP:Iteration 2F (61253.520000 sec): 3 clusters
  Score: Raw -36789.834615 + Penalty 1937.326735 = -34852.507879
  nChanged 22
		SP:Iteration 3F (61253.700000 sec): 3 clusters
  Score: Raw -36877.880861 + Penalty 1937.326735 = -34940.554126
  nChanged 20
		SP:Iteration 4F (61253.870000 sec): 3 clusters
  Score: Raw -36954.567576 + Penalty 1937.326735 = -35017.240841
  nChanged 5
		SP:Iteration 5Q (61254.050000 sec): 3 clusters
  Score: Raw -36976.688381 + Penalty 1937.326735 = -35039.361646
  nChanged 8
		SP:Iteration 6Q (61254.220000 sec): 3 clusters
  Score: Raw -36995.225226 + Penalty 1937.326735 = -35057.898491
  nChanged 4
		SP:Iteration 7Q (61254.400000 sec): 3 clusters
  Score: Raw -37010.394596 + Penalty 1937.326735 = -35073.067861
  nChanged 4
		SP:Iteration 8Q (61254.570000 sec): 3 clusters
  Score: Raw -37030.676815 + Penalty 1937.326735 = -35093.350079
  nChanged 2
		SP:Iteration 9Q (61254.750000 sec): 3 clusters
  Score: Raw -37034.213607 + Penalty 1937.326735 = -35096.886871
  nChanged 0
		SP:Iteration 10F (61254.920000 sec): 3 clusters
  Score: Raw -37034.213607 + Penalty 1937.326735 = -35096.886871
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 2 (29985 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (61255.230000 sec): 2 clusters
  Score: Raw -3672046.441514 + Penalty 1675.123537 = -3670371.317977
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (61255.640000 sec): 3 clusters
  Score: Raw -3653542.103284 + Penalty 3350.247074 = -3650191.856210
  nChanged 13803
		SP:Iteration 1F (61256.050000 sec): 3 clusters
  Score: Raw -3661278.775380 + Penalty 3350.247074 = -3657928.528305
  nChanged 1512
		SP:Iteration 2F (61256.450000 sec): 3 clusters
  Score: Raw -3661918.185154 + Penalty 3350.247074 = -3658567.938080
  nChanged 1586
		SP:Iteration 3F (61256.850000 sec): 3 clusters
  Score: Raw -3662701.252289 + Penalty 3350.247074 = -3659351.005215
  nChanged 1683
		SP:Iteration 4F (61257.260000 sec): 3 clusters
  Score: Raw -3663665.291193 + Penalty 3350.247074 = -3660315.044119
  nChanged 1796
		SP:Iteration 5F (61257.670000 sec): 3 clusters
  Score: Raw -3664800.460757 + Penalty 3350.247074 = -3661450.213683
  nChanged 1804
		SP:Iteration 6F (61258.070000 sec): 3 clusters
  Score: Raw -3666026.266105 + Penalty 3350.247074 = -3662676.019031
  nChanged 1706
		SP:Iteration 7F (61258.530000 sec): 3 clusters
  Score: Raw -3667335.275855 + Penalty 3350.247074 = -3663985.028781
  nChanged 1510
		SP:Iteration 8F (61258.970000 sec): 3 clusters
  Score: Raw -3668478.444485 + Penalty 3350.247074 = -3665128.197411
  nChanged 1258
		SP:Iteration 9Q (61259.410000 sec): 3 clusters
  Score: Raw -3669383.802476 + Penalty 3350.247074 = -3666033.555402
  nChanged 941
		SP:Iteration 10Q (61259.810000 sec): 3 clusters
  Score: Raw -3670022.760040 + Penalty 3350.247074 = -3666672.512966
  nChanged 787
		SP:Iteration 11Q (61260.170000 sec): 3 clusters
  Score: Raw -3670541.312360 + Penalty 3350.247074 = -3667191.065286
  nChanged 633
		SP:Iteration 12Q (61260.580000 sec): 3 clusters
  Score: Raw -3670954.618415 + Penalty 3350.247074 = -3667604.371341
  nChanged 530
		SP:Iteration 13Q (61260.950000 sec): 3 clusters
  Score: Raw -3671311.102970 + Penalty 3350.247074 = -3667960.855896
  nChanged 396
		SP:Iteration 14Q (61261.310000 sec): 3 clusters
  Score: Raw -3671562.212824 + Penalty 3350.247074 = -3668211.965749
  nChanged 294
		SP:Iteration 15Q (61261.670000 sec): 3 clusters
  Score: Raw -3671749.544913 + Penalty 3350.247074 = -3668399.297839
  nChanged 214
		SP:Iteration 16Q (61262.030000 sec): 3 clusters
  Score: Raw -3671885.902291 + Penalty 3350.247074 = -3668535.655217
  nChanged 164
		SP:Iteration 17Q (61262.400000 sec): 3 clusters
  Score: Raw -3671991.818024 + Penalty 3350.247074 = -3668641.570950
  nChanged 115
		SP:Iteration 18Q (61262.760000 sec): 3 clusters
  Score: Raw -3672059.660125 + Penalty 3350.247074 = -3668709.413051
  nChanged 84
		SP:Iteration 19Q (61263.130000 sec): 3 clusters
  Score: Raw -3672105.918211 + Penalty 3350.247074 = -3668755.671137
  nChanged 67
		SP:Iteration 20F (61263.530000 sec): 3 clusters
  Score: Raw -3672143.779421 + Penalty 3350.247074 = -3668793.532347
  nChanged 51
		SP:Iteration 21Q (61263.900000 sec): 3 clusters
  Score: Raw -3672173.585758 + Penalty 3350.247074 = -3668823.338684
  nChanged 41
		SP:Iteration 22Q (61264.260000 sec): 3 clusters
  Score: Raw -3672201.812878 + Penalty 3350.247074 = -3668851.565804
  nChanged 45
		SP:Iteration 23Q (61264.630000 sec): 3 clusters
  Score: Raw -3672234.546237 + Penalty 3350.247074 = -3668884.299163
  nChanged 45
		SP:Iteration 24Q (61264.990000 sec): 3 clusters
  Score: Raw -3672264.683935 + Penalty 3350.247074 = -3668914.436861
  nChanged 23
		SP:Iteration 25Q (61265.360000 sec): 3 clusters
  Score: Raw -3672277.266566 + Penalty 3350.247074 = -3668927.019491
  nChanged 16
		SP:Iteration 26Q (61265.730000 sec): 3 clusters
  Score: Raw -3672285.316355 + Penalty 3350.247074 = -3668935.069280
  nChanged 11
		SP:Iteration 27Q (61266.090000 sec): 3 clusters
  Score: Raw -3672291.231044 + Penalty 3350.247074 = -3668940.983970
  nChanged 7
		SP:Iteration 28Q (61266.410000 sec): 3 clusters
  Score: Raw -3672295.099104 + Penalty 3350.247074 = -3668944.852030
  nChanged 6
		SP:Iteration 29Q (61266.740000 sec): 3 clusters
  Score: Raw -3672297.595061 + Penalty 3350.247074 = -3668947.347987
  nChanged 1
		SP:Iteration 30Q (61267.100000 sec): 3 clusters
  Score: Raw -3672299.160308 + Penalty 3350.247074 = -3668948.913234
  nChanged 5
		SP:Iteration 31Q (61267.470000 sec): 3 clusters
  Score: Raw -3672302.160524 + Penalty 3350.247074 = -3668951.913450
  nChanged 5
		SP:Iteration 32Q (61267.840000 sec): 3 clusters
  Score: Raw -3672306.401874 + Penalty 3350.247074 = -3668956.154800
  nChanged 11
		SP:Iteration 33Q (61268.200000 sec): 3 clusters
  Score: Raw -3672315.543936 + Penalty 3350.247074 = -3668965.296862
  nChanged 9
		SP:Iteration 34Q (61268.570000 sec): 3 clusters
  Score: Raw -3672324.455977 + Penalty 3350.247074 = -3668974.208903
  nChanged 9
		SP:Iteration 35Q (61268.930000 sec): 3 clusters
  Score: Raw -3672331.010629 + Penalty 3350.247074 = -3668980.763555
  nChanged 10
		SP:Iteration 36Q (61269.290000 sec): 3 clusters
  Score: Raw -3672339.909479 + Penalty 3350.247074 = -3668989.662405
  nChanged 15
		SP:Iteration 37Q (61269.650000 sec): 3 clusters
  Score: Raw -3672348.910786 + Penalty 3350.247074 = -3668998.663712
  nChanged 7
		SP:Iteration 38Q (61270.020000 sec): 3 clusters
  Score: Raw -3672352.249144 + Penalty 3350.247074 = -3669002.002069
  nChanged 2
		SP:Iteration 39Q (61270.380000 sec): 3 clusters
  Score: Raw -3672352.758137 + Penalty 3350.247074 = -3669002.511063
  nChanged 0
		SP:Iteration 40F (61270.830000 sec): 3 clusters
  Score: Raw -3672352.758137 + Penalty 3350.247074 = -3669002.511063
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 3 (15810 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (61271.000000 sec): 2 clusters
  Score: Raw -1901052.363542 + Penalty 1571.114664 = -1899481.248878
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (61271.230000 sec): 3 clusters
  Score: Raw -1891799.849519 + Penalty 3142.229327 = -1888657.620192
  nChanged 7062
		SP:Iteration 1F (61271.490000 sec): 3 clusters
  Score: Raw -1896398.941504 + Penalty 3142.229327 = -1893256.712177
  nChanged 1159
		SP:Iteration 2F (61271.690000 sec): 3 clusters
  Score: Raw -1897392.108089 + Penalty 3142.229327 = -1894249.878762
  nChanged 1224
		SP:Iteration 3F (61271.990000 sec): 3 clusters
  Score: Raw -1898447.010940 + Penalty 3142.229327 = -1895304.781613
  nChanged 1263
		SP:Iteration 4F (61272.250000 sec): 3 clusters
  Score: Raw -1899628.576515 + Penalty 3142.229327 = -1896486.347188
  nChanged 1219
		SP:Iteration 5F (61272.520000 sec): 3 clusters
  Score: Raw -1900835.850585 + Penalty 3142.229327 = -1897693.621257
  nChanged 1056
		SP:Iteration 6F (61272.790000 sec): 3 clusters
  Score: Raw -1901959.169872 + Penalty 3142.229327 = -1898816.940545
  nChanged 889
		SP:Iteration 7F (61273.050000 sec): 3 clusters
  Score: Raw -1902784.560420 + Penalty 3142.229327 = -1899642.331093
  nChanged 640
		SP:Iteration 8Q (61273.320000 sec): 3 clusters
  Score: Raw -1903286.606308 + Penalty 3142.229327 = -1900144.376981
  nChanged 408
		SP:Iteration 9Q (61273.590000 sec): 3 clusters
  Score: Raw -1903546.994580 + Penalty 3142.229327 = -1900404.765252
  nChanged 304
		SP:Iteration 10Q (61273.850000 sec): 3 clusters
  Score: Raw -1903724.448547 + Penalty 3142.229327 = -1900582.219220
  nChanged 213
		SP:Iteration 11Q (61274.110000 sec): 3 clusters
  Score: Raw -1903815.431793 + Penalty 3142.229327 = -1900673.202465
  nChanged 132
		SP:Iteration 12Q (61274.370000 sec): 3 clusters
  Score: Raw -1903851.556783 + Penalty 3142.229327 = -1900709.327456
  nChanged 78
		SP:Iteration 13Q (61274.690000 sec): 3 clusters
  Score: Raw -1903866.564650 + Penalty 3142.229327 = -1900724.335322
  nChanged 58
		SP:Iteration 14Q (61274.910000 sec): 3 clusters
  Score: Raw -1903877.257712 + Penalty 3142.229327 = -1900735.028385
  nChanged 41
		SP:Iteration 15Q (61275.180000 sec): 3 clusters
  Score: Raw -1903883.062040 + Penalty 3142.229327 = -1900740.832712
  nChanged 33
		SP:Iteration 16Q (61275.440000 sec): 3 clusters
  Score: Raw -1903888.269277 + Penalty 3142.229327 = -1900746.039950
  nChanged 26
		SP:Iteration 17Q (61275.680000 sec): 3 clusters
  Score: Raw -1903891.387784 + Penalty 3142.229327 = -1900749.158457
  nChanged 19
		SP:Iteration 18Q (61275.980000 sec): 3 clusters
  Score: Raw -1903893.569316 + Penalty 3142.229327 = -1900751.339989
  nChanged 16
		SP:Iteration 19Q (61276.240000 sec): 3 clusters
  Score: Raw -1903894.924139 + Penalty 3142.229327 = -1900752.694812
  nChanged 8
		SP:Iteration 20F (61276.510000 sec): 3 clusters
  Score: Raw -1903895.463711 + Penalty 3142.229327 = -1900753.234384
  nChanged 1
		SP:Iteration 21Q (61276.790000 sec): 3 clusters
  Score: Raw -1903895.539796 + Penalty 3142.229327 = -1900753.310469
  nChanged 1
		SP:Iteration 22Q (61277.050000 sec): 3 clusters
  Score: Raw -1903895.643864 + Penalty 3142.229327 = -1900753.414537
  nChanged 3
		SP:Iteration 23Q (61277.310000 sec): 3 clusters
  Score: Raw -1903895.787845 + Penalty 3142.229327 = -1900753.558518
  nChanged 1
		SP:Iteration 24Q (61277.580000 sec): 3 clusters
  Score: Raw -1903895.809301 + Penalty 3142.229327 = -1900753.579974
  nChanged 0
		SP:Iteration 25F (61277.820000 sec): 3 clusters
  Score: Raw -1903895.809301 + Penalty 3142.229327 = -1900753.579974
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 63.
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 4 (207 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (61277.870000 sec): 2 clusters
  Score: Raw -17922.152341 + Penalty 866.566804 = -17055.585537
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (61277.880000 sec): 3 clusters
  Score: Raw -18110.799417 + Penalty 1733.133608 = -16377.665809
  nChanged 44
		SP:Iteration 1F (61277.880000 sec): 3 clusters
  Score: Raw -18287.049922 + Penalty 1733.133608 = -16553.916314
  nChanged 11
		SP:Iteration 2F (61277.880000 sec): 3 clusters
  Score: Raw -18343.339507 + Penalty 1733.133608 = -16610.205899
  nChanged 7
		SP:Iteration 3Q (61277.890000 sec): 3 clusters
  Score: Raw -18385.822047 + Penalty 1733.133608 = -16652.688439
  nChanged 8
		SP:Iteration 4Q (61277.900000 sec): 3 clusters
  Score: Raw -18416.974226 + Penalty 1733.133608 = -16683.840618
  nChanged 6
		SP:Iteration 5Q (61277.900000 sec): 3 clusters
  Score: Raw -18495.122164 + Penalty 1733.133608 = -16761.988557
  nChanged 9
		SP:Iteration 6Q (61277.910000 sec): 3 clusters
  Score: Raw -18552.937910 + Penalty 1733.133608 = -16819.804302
  nChanged 12
		SP:Iteration 7F (61277.920000 sec): 3 clusters
  Score: Raw -18656.771397 + Penalty 1733.133608 = -16923.637789
  nChanged 13
		SP:Iteration 8F (61277.930000 sec): 3 clusters
  Score: Raw -18840.550034 + Penalty 1733.133608 = -17107.416426
  nChanged 14
		SP:Iteration 9F (61277.940000 sec): 3 clusters
  Score: Raw -19319.998109 + Penalty 1733.133608 = -17586.864501
  nChanged 10
		SP:Iteration 10Q (61277.940000 sec): 3 clusters
  Score: Raw -19578.206990 + Penalty 1733.133608 = -17845.073382
  nChanged 5
		SP:Iteration 11Q (61277.950000 sec): 3 clusters
  Score: Raw -19798.106574 + Penalty 1733.133608 = -18064.972966
  nChanged 0
		SP:Iteration 12F (61277.960000 sec): 3 clusters
  Score: Raw -19798.106574 + Penalty 1733.133608 = -18064.972966
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 64.
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 5 (190681 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (61279.080000 sec): 2 clusters
  Score: Raw -22956828.625798 + Penalty 1975.733037 = -22954852.892761
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (61280.690000 sec): 3 clusters
  Score: Raw -22830184.687427 + Penalty 3951.466075 = -22826233.221352
  nChanged 92574
		SP:Iteration 1F (61282.310000 sec): 3 clusters
  Score: Raw -22884780.033606 + Penalty 3951.466075 = -22880828.567531
  nChanged 4956
		SP:Iteration 2Q (61284.050000 sec): 3 clusters
  Score: Raw -22885738.307093 + Penalty 3951.466075 = -22881786.841018
  nChanged 5615
		SP:Iteration 3Q (61285.770000 sec): 3 clusters
  Score: Raw -22887073.137199 + Penalty 3951.466075 = -22883121.671124
  nChanged 6933
		SP:Iteration 4Q (61287.540000 sec): 3 clusters
  Score: Raw -22889287.107889 + Penalty 3951.466075 = -22885335.641814
  nChanged 9078
		SP:Iteration 5Q (61289.280000 sec): 3 clusters
  Score: Raw -22893236.861402 + Penalty 3951.466075 = -22889285.395327
  nChanged 11999
		SP:Iteration 6F (61290.890000 sec): 3 clusters
  Score: Raw -22900258.255091 + Penalty 3951.466075 = -22896306.789016
  nChanged 15027
		SP:Iteration 7F (61292.500000 sec): 3 clusters
  Score: Raw -22911647.786868 + Penalty 3951.466075 = -22907696.320793
  nChanged 16310
		SP:Iteration 8F (61294.070000 sec): 3 clusters
  Score: Raw -22926020.389043 + Penalty 3951.466075 = -22922068.922968
  nChanged 14149
		SP:Iteration 9F (61295.650000 sec): 3 clusters
  Score: Raw -22939121.331329 + Penalty 3951.466075 = -22935169.865254
  nChanged 9499
		SP:Iteration 10Q (61297.310000 sec): 3 clusters
  Score: Raw -22947712.450833 + Penalty 3951.466075 = -22943760.984758
  nChanged 5525
		SP:Iteration 11Q (61298.950000 sec): 3 clusters
  Score: Raw -22952573.633900 + Penalty 3951.466075 = -22948622.167826
  nChanged 2956
		SP:Iteration 12Q (61300.470000 sec): 3 clusters
  Score: Raw -22955105.270566 + Penalty 3951.466075 = -22951153.804491
  nChanged 1348
		SP:Iteration 13Q (61301.930000 sec): 3 clusters
  Score: Raw -22956176.903553 + Penalty 3951.466075 = -22952225.437478
  nChanged 588
		SP:Iteration 14Q (61303.390000 sec): 3 clusters
  Score: Raw -22956628.718963 + Penalty 3951.466075 = -22952677.252888
  nChanged 256
		SP:Iteration 15Q (61304.810000 sec): 3 clusters
  Score: Raw -22956824.990662 + Penalty 3951.466075 = -22952873.524587
  nChanged 123
		SP:Iteration 16Q (61306.160000 sec): 3 clusters
  Score: Raw -22956924.759948 + Penalty 3951.466075 = -22952973.293873
  nChanged 68
		SP:Iteration 17Q (61307.570000 sec): 3 clusters
  Score: Raw -22956978.044148 + Penalty 3951.466075 = -22953026.578073
  nChanged 51
		SP:Iteration 18Q (61309.020000 sec): 3 clusters
  Score: Raw -22957032.908115 + Penalty 3951.466075 = -22953081.442040
  nChanged 43
		SP:Iteration 19Q (61310.390000 sec): 3 clusters
  Score: Raw -22957079.853510 + Penalty 3951.466075 = -22953128.387435
  nChanged 32
		SP:Iteration 20F (61311.960000 sec): 3 clusters
  Score: Raw -22957106.544270 + Penalty 3951.466075 = -22953155.078195
  nChanged 19
		SP:Iteration 21Q (61313.420000 sec): 3 clusters
  Score: Raw -22957129.782299 + Penalty 3951.466075 = -22953178.316224
  nChanged 19
		SP:Iteration 22Q (61314.830000 sec): 3 clusters
  Score: Raw -22957143.037846 + Penalty 3951.466075 = -22953191.571771
  nChanged 9
		SP:Iteration 23Q (61316.220000 sec): 3 clusters
  Score: Raw -22957150.116361 + Penalty 3951.466075 = -22953198.650286
  nChanged 7
		SP:Iteration 24Q (61317.660000 sec): 3 clusters
  Score: Raw -22957154.491111 + Penalty 3951.466075 = -22953203.025036
  nChanged 5
		SP:Iteration 25Q (61319.030000 sec): 3 clusters
  Score: Raw -22957159.694262 + Penalty 3951.466075 = -22953208.228187
  nChanged 4
		SP:Iteration 26Q (61320.490000 sec): 3 clusters
  Score: Raw -22957165.637319 + Penalty 3951.466075 = -22953214.171244
  nChanged 6
		SP:Iteration 27Q (61321.990000 sec): 3 clusters
  Score: Raw -22957168.504928 + Penalty 3951.466075 = -22953217.038853
  nChanged 4
		SP:Iteration 28Q (61323.400000 sec): 3 clusters
  Score: Raw -22957170.242177 + Penalty 3951.466075 = -22953218.776102
  nChanged 1
		SP:Iteration 29Q (61324.810000 sec): 3 clusters
  Score: Raw -22957170.851403 + Penalty 3951.466075 = -22953219.385328
  nChanged 0
		SP:Iteration 30F (61326.390000 sec): 3 clusters
  Score: Raw -22957170.851403 + Penalty 3951.466075 = -22953219.385328
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 6 (213 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (61326.480000 sec): 2 clusters
  Score: Raw -18855.926815 + Penalty 871.209977 = -17984.716838
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (61326.480000 sec): 3 clusters
  Score: Raw -18938.005160 + Penalty 1742.419954 = -17195.585206
  nChanged 41
		SP:Iteration 1F (61326.490000 sec): 3 clusters
  Score: Raw -19165.652948 + Penalty 1742.419954 = -17423.232994
  nChanged 17
		SP:Iteration 2F (61326.490000 sec): 3 clusters
  Score: Raw -19299.518706 + Penalty 1742.419954 = -17557.098752
  nChanged 8
		SP:Iteration 3Q (61326.500000 sec): 3 clusters
  Score: Raw -19391.463919 + Penalty 1742.419954 = -17649.043966
  nChanged 6
		SP:Iteration 4Q (61326.510000 sec): 3 clusters
  Score: Raw -19441.101972 + Penalty 1742.419954 = -17698.682019
  nChanged 3
		SP:Iteration 5Q (61326.510000 sec): 3 clusters
  Score: Raw -19453.817098 + Penalty 1742.419954 = -17711.397144
  nChanged 1
		SP:Iteration 6Q (61326.520000 sec): 3 clusters
  Score: Raw -19457.441205 + Penalty 1742.419954 = -17715.021251
  nChanged 1
		SP:Iteration 7Q (61326.520000 sec): 3 clusters
  Score: Raw -19472.677717 + Penalty 1742.419954 = -17730.257764
  nChanged 0
		SP:Iteration 8F (61326.530000 sec): 3 clusters
  Score: Raw -19472.677717 + Penalty 1742.419954 = -17730.257764
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 7 (10674 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (61326.730000 sec): 2 clusters
  Score: Raw -1268553.861231 + Penalty 1507.279500 = -1267046.581731
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (61326.970000 sec): 3 clusters
  Score: Raw -1262464.933099 + Penalty 3014.559001 = -1259450.374098
  nChanged 4628
		SP:Iteration 1F (61327.190000 sec): 3 clusters
  Score: Raw -1264916.708619 + Penalty 3014.559001 = -1261902.149618
  nChanged 659
		SP:Iteration 2F (61327.380000 sec): 3 clusters
  Score: Raw -1265205.393086 + Penalty 3014.559001 = -1262190.834085
  nChanged 521
		SP:Iteration 3Q (61327.530000 sec): 3 clusters
  Score: Raw -1265446.238625 + Penalty 3014.559001 = -1262431.679624
  nChanged 546
		SP:Iteration 4F (61327.790000 sec): 3 clusters
  Score: Raw -1265704.120234 + Penalty 3014.559001 = -1262689.561233
  nChanged 498
		SP:Iteration 5Q (61328.050000 sec): 3 clusters
  Score: Raw -1265978.413897 + Penalty 3014.559001 = -1262963.854896
  nChanged 531
		SP:Iteration 6Q (61328.310000 sec): 3 clusters
  Score: Raw -1266302.365693 + Penalty 3014.559001 = -1263287.806692
  nChanged 549
		SP:Iteration 7F (61328.570000 sec): 3 clusters
  Score: Raw -1266687.225263 + Penalty 3014.559001 = -1263672.666262
  nChanged 576
		SP:Iteration 8F (61328.830000 sec): 3 clusters
  Score: Raw -1267162.360632 + Penalty 3014.559001 = -1264147.801631
  nChanged 523
		SP:Iteration 9Q (61329.050000 sec): 3 clusters
  Score: Raw -1267591.515526 + Penalty 3014.559001 = -1264576.956525
  nChanged 426
		SP:Iteration 10Q (61329.270000 sec): 3 clusters
  Score: Raw -1267952.152542 + Penalty 3014.559001 = -1264937.593541
  nChanged 321
		SP:Iteration 11Q (61329.530000 sec): 3 clusters
  Score: Raw -1268212.448495 + Penalty 3014.559001 = -1265197.889494
  nChanged 251
		SP:Iteration 12Q (61329.790000 sec): 3 clusters
  Score: Raw -1268390.855830 + Penalty 3014.559001 = -1265376.296829
  nChanged 199
		SP:Iteration 13Q (61330.050000 sec): 3 clusters
  Score: Raw -1268502.004005 + Penalty 3014.559001 = -1265487.445004
  nChanged 144
		SP:Iteration 14Q (61330.320000 sec): 3 clusters
  Score: Raw -1268580.094393 + Penalty 3014.559001 = -1265565.535392
  nChanged 104
		SP:Iteration 15Q (61330.580000 sec): 3 clusters
  Score: Raw -1268643.101914 + Penalty 3014.559001 = -1265628.542913
  nChanged 110
		SP:Iteration 16Q (61330.840000 sec): 3 clusters
  Score: Raw -1268703.525573 + Penalty 3014.559001 = -1265688.966572
  nChanged 93
		SP:Iteration 17Q (61331.100000 sec): 3 clusters
  Score: Raw -1268745.996202 + Penalty 3014.559001 = -1265731.437201
  nChanged 73
		SP:Iteration 18Q (61331.360000 sec): 3 clusters
  Score: Raw -1268775.281909 + Penalty 3014.559001 = -1265760.722908
  nChanged 67
		SP:Iteration 19Q (61331.620000 sec): 3 clusters
  Score: Raw -1268798.320655 + Penalty 3014.559001 = -1265783.761654
  nChanged 54
		SP:Iteration 20F (61331.880000 sec): 3 clusters
  Score: Raw -1268815.169115 + Penalty 3014.559001 = -1265800.610114
  nChanged 39
		SP:Iteration 21Q (61332.140000 sec): 3 clusters
  Score: Raw -1268827.055843 + Penalty 3014.559001 = -1265812.496842
  nChanged 35
		SP:Iteration 22Q (61332.400000 sec): 3 clusters
  Score: Raw -1268837.016134 + Penalty 3014.559001 = -1265822.457133
  nChanged 26
		SP:Iteration 23Q (61332.620000 sec): 3 clusters
  Score: Raw -1268844.125135 + Penalty 3014.559001 = -1265829.566134
  nChanged 22
		SP:Iteration 24Q (61332.840000 sec): 3 clusters
  Score: Raw -1268852.106231 + Penalty 3014.559001 = -1265837.547230
  nChanged 22
		SP:Iteration 25Q (61332.970000 sec): 3 clusters
  Score: Raw -1268859.228839 + Penalty 3014.559001 = -1265844.669838
  nChanged 17
		SP:Iteration 26Q (61333.190000 sec): 3 clusters
  Score: Raw -1268863.858163 + Penalty 3014.559001 = -1265849.299162
  nChanged 17
		SP:Iteration 27Q (61333.410000 sec): 3 clusters
  Score: Raw -1268869.088142 + Penalty 3014.559001 = -1265854.529141
  nChanged 21
		SP:Iteration 28Q (61333.630000 sec): 3 clusters
  Score: Raw -1268876.998999 + Penalty 3014.559001 = -1265862.439998
  nChanged 19
		SP:Iteration 29Q (61333.840000 sec): 3 clusters
  Score: Raw -1268883.177282 + Penalty 3014.559001 = -1265868.618281
  nChanged 20
		SP:Iteration 30Q (61334.060000 sec): 3 clusters
  Score: Raw -1268889.307212 + Penalty 3014.559001 = -1265874.748211
  nChanged 16
		SP:Iteration 31Q (61334.270000 sec): 3 clusters
  Score: Raw -1268893.944108 + Penalty 3014.559001 = -1265879.385107
  nChanged 15
		SP:Iteration 32Q (61334.490000 sec): 3 clusters
  Score: Raw -1268897.069507 + Penalty 3014.559001 = -1265882.510506
  nChanged 11
		SP:Iteration 33Q (61334.750000 sec): 3 clusters
  Score: Raw -1268899.645381 + Penalty 3014.559001 = -1265885.086380
  nChanged 11
		SP:Iteration 34Q (61334.970000 sec): 3 clusters
  Score: Raw -1268901.714731 + Penalty 3014.559001 = -1265887.155730
  nChanged 9
		SP:Iteration 35Q (61335.240000 sec): 3 clusters
  Score: Raw -1268903.567686 + Penalty 3014.559001 = -1265889.008685
  nChanged 7
		SP:Iteration 36Q (61335.460000 sec): 3 clusters
  Score: Raw -1268905.379272 + Penalty 3014.559001 = -1265890.820271
  nChanged 9
		SP:Iteration 37Q (61335.680000 sec): 3 clusters
  Score: Raw -1268907.730345 + Penalty 3014.559001 = -1265893.171344
  nChanged 7
		SP:Iteration 38Q (61335.900000 sec): 3 clusters
  Score: Raw -1268910.282325 + Penalty 3014.559001 = -1265895.723324
  nChanged 10
		SP:Iteration 39Q (61336.120000 sec): 3 clusters
  Score: Raw -1268912.389201 + Penalty 3014.559001 = -1265897.830200
  nChanged 6
		SP:Iteration 40F (61336.340000 sec): 3 clusters
  Score: Raw -1268913.980793 + Penalty 3014.559001 = -1265899.421792
  nChanged 5
		SP:Iteration 41Q (61336.560000 sec): 3 clusters
  Score: Raw -1268914.995434 + Penalty 3014.559001 = -1265900.436433
  nChanged 3
		SP:Iteration 42Q (61336.780000 sec): 3 clusters
  Score: Raw -1268915.503397 + Penalty 3014.559001 = -1265900.944396
  nChanged 5
		SP:Iteration 43Q (61337.000000 sec): 3 clusters
  Score: Raw -1268916.701427 + Penalty 3014.559001 = -1265902.142426
  nChanged 9
		SP:Iteration 44Q (61337.230000 sec): 3 clusters
  Score: Raw -1268918.229118 + Penalty 3014.559001 = -1265903.670117
  nChanged 4
		SP:Iteration 45Q (61337.440000 sec): 3 clusters
  Score: Raw -1268918.855970 + Penalty 3014.559001 = -1265904.296969
  nChanged 8
		SP:Iteration 46Q (61337.660000 sec): 3 clusters
  Score: Raw -1268920.296331 + Penalty 3014.559001 = -1265905.737330
  nChanged 8
		SP:Iteration 47Q (61337.890000 sec): 3 clusters
  Score: Raw -1268922.775332 + Penalty 3014.559001 = -1265908.216331
  nChanged 6
		SP:Iteration 48Q (61338.110000 sec): 3 clusters
  Score: Raw -1268923.731392 + Penalty 3014.559001 = -1265909.172391
  nChanged 0
		SP:Iteration 49F (61338.330000 sec): 3 clusters
  Score: Raw -1268923.731392 + Penalty 3014.559001 = -1265909.172391
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 8 (12681 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (61338.500000 sec): 2 clusters
  Score: Raw -1532499.233182 + Penalty 1535.277265 = -1530963.955917
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (61338.760000 sec): 3 clusters
  Score: Raw -1525175.476955 + Penalty 3070.554529 = -1522104.922426
  nChanged 5584
		SP:Iteration 1F (61339.050000 sec): 3 clusters
  Score: Raw -1528372.943695 + Penalty 3070.554529 = -1525302.389166
  nChanged 830
		SP:Iteration 2F (61339.300000 sec): 3 clusters
  Score: Raw -1528826.266356 + Penalty 3070.554529 = -1525755.711827
  nChanged 773
		SP:Iteration 3F (61339.540000 sec): 3 clusters
  Score: Raw -1529288.889922 + Penalty 3070.554529 = -1526218.335393
  nChanged 727
		SP:Iteration 4F (61339.790000 sec): 3 clusters
  Score: Raw -1529740.440873 + Penalty 3070.554529 = -1526669.886344
  nChanged 684
		SP:Iteration 5F (61340.080000 sec): 3 clusters
  Score: Raw -1530212.176804 + Penalty 3070.554529 = -1527141.622275
  nChanged 645
		SP:Iteration 6F (61340.320000 sec): 3 clusters
  Score: Raw -1530712.435318 + Penalty 3070.554529 = -1527641.880789
  nChanged 596
		SP:Iteration 7Q (61340.610000 sec): 3 clusters
  Score: Raw -1531202.063352 + Penalty 3070.554529 = -1528131.508823
  nChanged 487
		SP:Iteration 8Q (61340.850000 sec): 3 clusters
  Score: Raw -1531559.287746 + Penalty 3070.554529 = -1528488.733217
  nChanged 387
		SP:Iteration 9Q (61341.090000 sec): 3 clusters
  Score: Raw -1531809.445820 + Penalty 3070.554529 = -1528738.891291
  nChanged 284
		SP:Iteration 10Q (61341.310000 sec): 3 clusters
  Score: Raw -1531981.158184 + Penalty 3070.554529 = -1528910.603655
  nChanged 246
		SP:Iteration 11Q (61341.510000 sec): 3 clusters
  Score: Raw -1532129.987868 + Penalty 3070.554529 = -1529059.433339
  nChanged 201
		SP:Iteration 12Q (61341.790000 sec): 3 clusters
  Score: Raw -1532246.615053 + Penalty 3070.554529 = -1529176.060524
  nChanged 175
		SP:Iteration 13Q (61342.040000 sec): 3 clusters
  Score: Raw -1532346.188582 + Penalty 3070.554529 = -1529275.634053
  nChanged 125
		SP:Iteration 14Q (61342.370000 sec): 3 clusters
  Score: Raw -1532406.961635 + Penalty 3070.554529 = -1529336.407106
  nChanged 116
		SP:Iteration 15Q (61342.560000 sec): 3 clusters
  Score: Raw -1532463.344532 + Penalty 3070.554529 = -1529392.790003
  nChanged 121
		SP:Iteration 16Q (61342.810000 sec): 3 clusters
  Score: Raw -1532517.101381 + Penalty 3070.554529 = -1529446.546852
  nChanged 99
		SP:Iteration 17Q (61343.050000 sec): 3 clusters
  Score: Raw -1532557.299128 + Penalty 3070.554529 = -1529486.744599
  nChanged 89
		SP:Iteration 18Q (61343.300000 sec): 3 clusters
  Score: Raw -1532589.846675 + Penalty 3070.554529 = -1529519.292146
  nChanged 78
		SP:Iteration 19Q (61343.540000 sec): 3 clusters
  Score: Raw -1532618.133036 + Penalty 3070.554529 = -1529547.578507
  nChanged 63
		SP:Iteration 20F (61343.840000 sec): 3 clusters
  Score: Raw -1532640.843649 + Penalty 3070.554529 = -1529570.289120
  nChanged 60
		SP:Iteration 21Q (61344.080000 sec): 3 clusters
  Score: Raw -1532665.971872 + Penalty 3070.554529 = -1529595.417343
  nChanged 56
		SP:Iteration 22Q (61344.350000 sec): 3 clusters
  Score: Raw -1532684.883790 + Penalty 3070.554529 = -1529614.329261
  nChanged 37
		SP:Iteration 23Q (61344.510000 sec): 3 clusters
  Score: Raw -1532698.274396 + Penalty 3070.554529 = -1529627.719867
  nChanged 40
		SP:Iteration 24Q (61344.740000 sec): 3 clusters
  Score: Raw -1532709.247017 + Penalty 3070.554529 = -1529638.692488
  nChanged 25
		SP:Iteration 25Q (61344.970000 sec): 3 clusters
  Score: Raw -1532715.628384 + Penalty 3070.554529 = -1529645.073855
  nChanged 15
		SP:Iteration 26Q (61345.260000 sec): 3 clusters
  Score: Raw -1532718.850936 + Penalty 3070.554529 = -1529648.296407
  nChanged 12
		SP:Iteration 27Q (61345.420000 sec): 3 clusters
  Score: Raw -1532722.236657 + Penalty 3070.554529 = -1529651.682128
  nChanged 13
		SP:Iteration 28Q (61345.670000 sec): 3 clusters
  Score: Raw -1532726.714708 + Penalty 3070.554529 = -1529656.160179
  nChanged 14
		SP:Iteration 29Q (61345.920000 sec): 3 clusters
  Score: Raw -1532730.805676 + Penalty 3070.554529 = -1529660.251147
  nChanged 16
		SP:Iteration 30Q (61346.210000 sec): 3 clusters
  Score: Raw -1532735.360071 + Penalty 3070.554529 = -1529664.805542
  nChanged 12
		SP:Iteration 31Q (61346.420000 sec): 3 clusters
  Score: Raw -1532737.961114 + Penalty 3070.554529 = -1529667.406585
  nChanged 10
		SP:Iteration 32Q (61346.620000 sec): 3 clusters
  Score: Raw -1532739.899485 + Penalty 3070.554529 = -1529669.344956
  nChanged 9
		SP:Iteration 33Q (61346.830000 sec): 3 clusters
  Score: Raw -1532741.553406 + Penalty 3070.554529 = -1529670.998877
  nChanged 5
		SP:Iteration 34Q (61347.080000 sec): 3 clusters
  Score: Raw -1532742.565505 + Penalty 3070.554529 = -1529672.010976
  nChanged 5
		SP:Iteration 35Q (61347.280000 sec): 3 clusters
  Score: Raw -1532743.526646 + Penalty 3070.554529 = -1529672.972117
  nChanged 2
		SP:Iteration 36Q (61347.490000 sec): 3 clusters
  Score: Raw -1532744.250971 + Penalty 3070.554529 = -1529673.696442
  nChanged 1
		SP:Iteration 37Q (61347.780000 sec): 3 clusters
  Score: Raw -1532744.390623 + Penalty 3070.554529 = -1529673.836094
  nChanged 0
		SP:Iteration 38F (61347.990000 sec): 3 clusters
  Score: Raw -1532744.390623 + Penalty 3070.554529 = -1529673.836094
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 9 (531 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (61348.050000 sec): 2 clusters
  Score: Raw -58420.424203 + Penalty 1019.648828 = -57400.775375
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (61348.220000 sec): 3 clusters
  Score: Raw -58397.070118 + Penalty 2039.297657 = -56357.772461
  nChanged 134
		SP:Iteration 1F (61348.400000 sec): 3 clusters
  Score: Raw -58679.616057 + Penalty 2039.297657 = -56640.318400
  nChanged 50
		SP:Iteration 2F (61348.580000 sec): 3 clusters
  Score: Raw -58839.791453 + Penalty 2039.297657 = -56800.493796
  nChanged 30
		SP:Iteration 3F (61348.750000 sec): 3 clusters
  Score: Raw -58942.063628 + Penalty 2039.297657 = -56902.765971
  nChanged 24
		SP:Iteration 4Q (61348.920000 sec): 3 clusters
  Score: Raw -59051.771453 + Penalty 2039.297657 = -57012.473796
  nChanged 16
		SP:Iteration 5Q (61349.100000 sec): 3 clusters
  Score: Raw -59142.746725 + Penalty 2039.297657 = -57103.449069
  nChanged 11
		SP:Iteration 6Q (61349.280000 sec): 3 clusters
  Score: Raw -59181.990884 + Penalty 2039.297657 = -57142.693227
  nChanged 13
		SP:Iteration 7Q (61349.450000 sec): 3 clusters
  Score: Raw -59207.411369 + Penalty 2039.297657 = -57168.113712
  nChanged 14
		SP:Iteration 8Q (61349.630000 sec): 3 clusters
  Score: Raw -59259.959327 + Penalty 2039.297657 = -57220.661670
  nChanged 7
		SP:Iteration 9Q (61349.800000 sec): 3 clusters
  Score: Raw -59282.800798 + Penalty 2039.297657 = -57243.503141
  nChanged 8
		SP:Iteration 10Q (61349.980000 sec): 3 clusters
  Score: Raw -59303.984623 + Penalty 2039.297657 = -57264.686966
  nChanged 5
		SP:Iteration 11Q (61350.160000 sec): 3 clusters
  Score: Raw -59311.034879 + Penalty 2039.297657 = -57271.737222
  nChanged 2
		SP:Iteration 12Q (61350.320000 sec): 3 clusters
  Score: Raw -59315.238632 + Penalty 2039.297657 = -57275.940975
  nChanged 4
		SP:Iteration 13Q (61350.480000 sec): 3 clusters
  Score: Raw -59323.782680 + Penalty 2039.297657 = -57284.485023
  nChanged 2
		SP:Iteration 14Q (61350.630000 sec): 3 clusters
  Score: Raw -59324.804322 + Penalty 2039.297657 = -57285.506666
  nChanged 1
		SP:Iteration 15Q (61350.780000 sec): 3 clusters
  Score: Raw -59326.227269 + Penalty 2039.297657 = -57286.929612
  nChanged 1
		SP:Iteration 16Q (61350.930000 sec): 3 clusters
  Score: Raw -59327.578107 + Penalty 2039.297657 = -57288.280450
  nChanged 1
		SP:Iteration 17Q (61351.090000 sec): 3 clusters
  Score: Raw -59327.951764 + Penalty 2039.297657 = -57288.654108
  nChanged 0
		SP:Iteration 18F (61351.260000 sec): 3 clusters
  Score: Raw -59327.951764 + Penalty 2039.297657 = -57288.654108
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 10 (9739 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (61351.380000 sec): 2 clusters
  Score: Raw -1110441.572081 + Penalty 1492.382730 = -1108949.189351
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (61351.610000 sec): 3 clusters
  Score: Raw -1104887.267174 + Penalty 2984.765460 = -1101902.501715
  nChanged 4203
		SP:Iteration 1F (61351.800000 sec): 3 clusters
  Score: Raw -1107161.684117 + Penalty 2984.765460 = -1104176.918657
  nChanged 689
		SP:Iteration 2F (61351.980000 sec): 3 clusters
  Score: Raw -1107566.351441 + Penalty 2984.765460 = -1104581.585981
  nChanged 693
		SP:Iteration 3F (61352.170000 sec): 3 clusters
  Score: Raw -1108029.354219 + Penalty 2984.765460 = -1105044.588759
  nChanged 711
		SP:Iteration 4F (61352.350000 sec): 3 clusters
  Score: Raw -1108523.311471 + Penalty 2984.765460 = -1105538.546012
  nChanged 701
		SP:Iteration 5F (61352.540000 sec): 3 clusters
  Score: Raw -1109051.990743 + Penalty 2984.765460 = -1106067.225284
  nChanged 641
		SP:Iteration 6F (61352.730000 sec): 3 clusters
  Score: Raw -1109542.737379 + Penalty 2984.765460 = -1106557.971919
  nChanged 559
		SP:Iteration 7F (61352.910000 sec): 3 clusters
  Score: Raw -1109976.055692 + Penalty 2984.765460 = -1106991.290232
  nChanged 447
		SP:Iteration 8Q (61353.100000 sec): 3 clusters
  Score: Raw -1110300.359391 + Penalty 2984.765460 = -1107315.593932
  nChanged 340
		SP:Iteration 9Q (61353.330000 sec): 3 clusters
  Score: Raw -1110523.464589 + Penalty 2984.765460 = -1107538.699130
  nChanged 244
		SP:Iteration 10Q (61353.550000 sec): 3 clusters
  Score: Raw -1110671.447850 + Penalty 2984.765460 = -1107686.682390
  nChanged 208
		SP:Iteration 11Q (61353.780000 sec): 3 clusters
  Score: Raw -1110805.285878 + Penalty 2984.765460 = -1107820.520418
  nChanged 198
		SP:Iteration 12Q (61353.960000 sec): 3 clusters
  Score: Raw -1110926.156347 + Penalty 2984.765460 = -1107941.390887
  nChanged 161
		SP:Iteration 13Q (61354.140000 sec): 3 clusters
  Score: Raw -1111024.544587 + Penalty 2984.765460 = -1108039.779128
  nChanged 133
		SP:Iteration 14Q (61354.320000 sec): 3 clusters
  Score: Raw -1111109.921301 + Penalty 2984.765460 = -1108125.155841
  nChanged 106
		SP:Iteration 15Q (61354.550000 sec): 3 clusters
  Score: Raw -1111166.030427 + Penalty 2984.765460 = -1108181.264967
  nChanged 62
		SP:Iteration 16Q (61354.730000 sec): 3 clusters
  Score: Raw -1111195.111943 + Penalty 2984.765460 = -1108210.346483
  nChanged 56
		SP:Iteration 17Q (61354.920000 sec): 3 clusters
  Score: Raw -1111217.649641 + Penalty 2984.765460 = -1108232.884181
  nChanged 40
		SP:Iteration 18Q (61355.100000 sec): 3 clusters
  Score: Raw -1111232.873963 + Penalty 2984.765460 = -1108248.108503
  nChanged 29
		SP:Iteration 19Q (61355.290000 sec): 3 clusters
  Score: Raw -1111243.106403 + Penalty 2984.765460 = -1108258.340943
  nChanged 19
		SP:Iteration 20F (61355.480000 sec): 3 clusters
  Score: Raw -1111251.545659 + Penalty 2984.765460 = -1108266.780200
  nChanged 18
		SP:Iteration 21Q (61355.660000 sec): 3 clusters
  Score: Raw -1111259.075994 + Penalty 2984.765460 = -1108274.310534
  nChanged 15
		SP:Iteration 22Q (61355.860000 sec): 3 clusters
  Score: Raw -1111264.701655 + Penalty 2984.765460 = -1108279.936196
  nChanged 14
		SP:Iteration 23Q (61356.040000 sec): 3 clusters
  Score: Raw -1111271.427794 + Penalty 2984.765460 = -1108286.662334
  nChanged 16
		SP:Iteration 24Q (61356.220000 sec): 3 clusters
  Score: Raw -1111278.634029 + Penalty 2984.765460 = -1108293.868569
  nChanged 11
		SP:Iteration 25Q (61356.420000 sec): 3 clusters
  Score: Raw -1111282.385612 + Penalty 2984.765460 = -1108297.620153
  nChanged 6
		SP:Iteration 26Q (61356.600000 sec): 3 clusters
  Score: Raw -1111284.032945 + Penalty 2984.765460 = -1108299.267485
  nChanged 4
		SP:Iteration 27Q (61356.790000 sec): 3 clusters
  Score: Raw -1111285.131536 + Penalty 2984.765460 = -1108300.366077
  nChanged 2
		SP:Iteration 28Q (61356.980000 sec): 3 clusters
  Score: Raw -1111286.234530 + Penalty 2984.765460 = -1108301.469070
  nChanged 2
		SP:Iteration 29Q (61357.160000 sec): 3 clusters
  Score: Raw -1111287.335098 + Penalty 2984.765460 = -1108302.569639
  nChanged 3
		SP:Iteration 30Q (61357.350000 sec): 3 clusters
  Score: Raw -1111288.098105 + Penalty 2984.765460 = -1108303.332645
  nChanged 1
		SP:Iteration 31Q (61357.540000 sec): 3 clusters
  Score: Raw -1111288.470154 + Penalty 2984.765460 = -1108303.704694
  nChanged 1
		SP:Iteration 32Q (61357.720000 sec): 3 clusters
  Score: Raw -1111288.715691 + Penalty 2984.765460 = -1108303.950231
  nChanged 1
		SP:Iteration 33Q (61357.910000 sec): 3 clusters
  Score: Raw -1111288.970239 + Penalty 2984.765460 = -1108304.204780
  nChanged 0
		SP:Iteration 34F (61358.100000 sec): 3 clusters
  Score: Raw -1111288.970239 + Penalty 2984.765460 = -1108304.204780
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 11 (1213 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (61358.210000 sec): 2 clusters
  Score: Raw -139737.947188 + Penalty 1153.888435 = -138584.058753
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (61358.390000 sec): 3 clusters
  Score: Raw -139335.686864 + Penalty 2307.776870 = -137027.909994
  nChanged 378
		SP:Iteration 1F (61358.560000 sec): 3 clusters
  Score: Raw -139710.533790 + Penalty 2307.776870 = -137402.756919
  nChanged 127
		SP:Iteration 2F (61358.740000 sec): 3 clusters
  Score: Raw -139897.126857 + Penalty 2307.776870 = -137589.349986
  nChanged 85
		SP:Iteration 3F (61358.910000 sec): 3 clusters
  Score: Raw -140021.528345 + Penalty 2307.776870 = -137713.751475
  nChanged 66
		SP:Iteration 4F (61359.090000 sec): 3 clusters
  Score: Raw -140131.207325 + Penalty 2307.776870 = -137823.430454
  nChanged 52
		SP:Iteration 5Q (61359.270000 sec): 3 clusters
  Score: Raw -140197.826622 + Penalty 2307.776870 = -137890.049752
  nChanged 29
		SP:Iteration 6Q (61359.440000 sec): 3 clusters
  Score: Raw -140233.299560 + Penalty 2307.776870 = -137925.522690
  nChanged 19
		SP:Iteration 7Q (61359.620000 sec): 3 clusters
  Score: Raw -140260.023410 + Penalty 2307.776870 = -137952.246540
  nChanged 25
		SP:Iteration 8Q (61359.790000 sec): 3 clusters
  Score: Raw -140298.474641 + Penalty 2307.776870 = -137990.697770
  nChanged 17
		SP:Iteration 9Q (61359.970000 sec): 3 clusters
  Score: Raw -140324.808885 + Penalty 2307.776870 = -138017.032014
  nChanged 19
		SP:Iteration 10Q (61360.150000 sec): 3 clusters
  Score: Raw -140357.905925 + Penalty 2307.776870 = -138050.129055
  nChanged 11
		SP:Iteration 11Q (61360.320000 sec): 3 clusters
  Score: Raw -140372.623980 + Penalty 2307.776870 = -138064.847110
  nChanged 12
		SP:Iteration 12Q (61360.500000 sec): 3 clusters
  Score: Raw -140383.131209 + Penalty 2307.776870 = -138075.354338
  nChanged 6
		SP:Iteration 13Q (61360.670000 sec): 3 clusters
  Score: Raw -140388.819801 + Penalty 2307.776870 = -138081.042930
  nChanged 8
		SP:Iteration 14Q (61360.850000 sec): 3 clusters
  Score: Raw -140399.215781 + Penalty 2307.776870 = -138091.438911
  nChanged 15
		SP:Iteration 15Q (61361.030000 sec): 3 clusters
  Score: Raw -140419.938478 + Penalty 2307.776870 = -138112.161608
  nChanged 16
		SP:Iteration 16Q (61361.200000 sec): 3 clusters
  Score: Raw -140447.603948 + Penalty 2307.776870 = -138139.827078
  nChanged 19
		SP:Iteration 17Q (61361.380000 sec): 3 clusters
  Score: Raw -140493.265108 + Penalty 2307.776870 = -138185.488237
  nChanged 17
		SP:Iteration 18Q (61361.550000 sec): 3 clusters
  Score: Raw -140519.855796 + Penalty 2307.776870 = -138212.078926
  nChanged 7
		SP:Iteration 19Q (61361.730000 sec): 3 clusters
  Score: Raw -140527.502825 + Penalty 2307.776870 = -138219.725955
  nChanged 2
		SP:Iteration 20F (61361.890000 sec): 3 clusters
  Score: Raw -140531.115906 + Penalty 2307.776870 = -138223.339035
  nChanged 4
		SP:Iteration 21Q (61362.070000 sec): 3 clusters
  Score: Raw -140536.369805 + Penalty 2307.776870 = -138228.592935
  nChanged 2
		SP:Iteration 22Q (61362.250000 sec): 3 clusters
  Score: Raw -140537.682032 + Penalty 2307.776870 = -138229.905162
  nChanged 2
		SP:Iteration 23Q (61362.420000 sec): 3 clusters
  Score: Raw -140540.264216 + Penalty 2307.776870 = -138232.487345
  nChanged 2
		SP:Iteration 24Q (61362.600000 sec): 3 clusters
  Score: Raw -140542.456853 + Penalty 2307.776870 = -138234.679983
  nChanged 1
		SP:Iteration 25Q (61362.770000 sec): 3 clusters
  Score: Raw -140543.878471 + Penalty 2307.776870 = -138236.101601
  nChanged 1
		SP:Iteration 26Q (61362.950000 sec): 3 clusters
  Score: Raw -140544.424839 + Penalty 2307.776870 = -138236.647969
  nChanged 1
		SP:Iteration 27Q (61363.130000 sec): 3 clusters
  Score: Raw -140545.966319 + Penalty 2307.776870 = -138238.189449
  nChanged 0
		SP:Iteration 28F (61363.300000 sec): 3 clusters
  Score: Raw -140545.966319 + Penalty 2307.776870 = -138238.189449
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 12 (502 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (61363.390000 sec): 2 clusters
  Score: Raw -60916.023429 + Penalty 1010.522519 = -59905.500909
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (61363.570000 sec): 3 clusters
  Score: Raw -60826.689800 + Penalty 2021.045039 = -58805.644761
  nChanged 116
		SP:Iteration 1F (61363.580000 sec): 3 clusters
  Score: Raw -60988.619866 + Penalty 2021.045039 = -58967.574827
  nChanged 27
		SP:Iteration 2F (61363.590000 sec): 3 clusters
  Score: Raw -61043.417046 + Penalty 2021.045039 = -59022.372007
  nChanged 12
		SP:Iteration 3Q (61363.600000 sec): 3 clusters
  Score: Raw -61062.822263 + Penalty 2021.045039 = -59041.777224
  nChanged 5
		SP:Iteration 4Q (61363.620000 sec): 3 clusters
  Score: Raw -61069.624324 + Penalty 2021.045039 = -59048.579285
  nChanged 2
		SP:Iteration 5Q (61363.630000 sec): 3 clusters
  Score: Raw -61072.870241 + Penalty 2021.045039 = -59051.825202
  nChanged 1
		SP:Iteration 6Q (61363.650000 sec): 3 clusters
  Score: Raw -61074.202458 + Penalty 2021.045039 = -59053.157420
  nChanged 0
		SP:Iteration 7F (61363.670000 sec): 3 clusters
  Score: Raw -61074.202458 + Penalty 2021.045039 = -59053.157420
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 13 (562 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (61363.700000 sec): 2 clusters
  Score: Raw -68839.679653 + Penalty 1028.869051 = -67810.810603
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (61363.720000 sec): 3 clusters
  Score: Raw -68745.032513 + Penalty 2057.738101 = -66687.294412
  nChanged 131
		SP:Iteration 1F (61363.740000 sec): 3 clusters
  Score: Raw -68925.171450 + Penalty 2057.738101 = -66867.433349
  nChanged 33
		SP:Iteration 2F (61363.750000 sec): 3 clusters
  Score: Raw -69011.410359 + Penalty 2057.738101 = -66953.672258
  nChanged 25
		SP:Iteration 3Q (61363.770000 sec): 3 clusters
  Score: Raw -69060.861062 + Penalty 2057.738101 = -67003.122961
  nChanged 14
		SP:Iteration 4Q (61363.790000 sec): 3 clusters
  Score: Raw -69083.741615 + Penalty 2057.738101 = -67026.003514
  nChanged 7
		SP:Iteration 5Q (61363.800000 sec): 3 clusters
  Score: Raw -69095.486825 + Penalty 2057.738101 = -67037.748724
  nChanged 3
		SP:Iteration 6Q (61363.810000 sec): 3 clusters
  Score: Raw -69100.771712 + Penalty 2057.738101 = -67043.033610
  nChanged 0
		SP:Iteration 7F (61363.830000 sec): 3 clusters
  Score: Raw -69100.771712 + Penalty 2057.738101 = -67043.033610
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 14 (307 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (61363.860000 sec): 2 clusters
  Score: Raw -33164.958768 + Penalty 930.612759 = -32234.346009
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (61363.870000 sec): 3 clusters
  Score: Raw -33234.264600 + Penalty 1861.225518 = -31373.039083
  nChanged 61
		SP:Iteration 1F (61363.870000 sec): 3 clusters
  Score: Raw -33383.800392 + Penalty 1861.225518 = -31522.574874
  nChanged 19
		SP:Iteration 2F (61363.880000 sec): 3 clusters
  Score: Raw -33437.199228 + Penalty 1861.225518 = -31575.973710
  nChanged 6
		SP:Iteration 3Q (61363.890000 sec): 3 clusters
  Score: Raw -33452.846341 + Penalty 1861.225518 = -31591.620823
  nChanged 6
		SP:Iteration 4Q (61363.900000 sec): 3 clusters
  Score: Raw -33480.739293 + Penalty 1861.225518 = -31619.513775
  nChanged 6
		SP:Iteration 5Q (61363.910000 sec): 3 clusters
  Score: Raw -33488.533934 + Penalty 1861.225518 = -31627.308416
  nChanged 4
		SP:Iteration 6Q (61363.910000 sec): 3 clusters
  Score: Raw -33498.238598 + Penalty 1861.225518 = -31637.013080
  nChanged 1
		SP:Iteration 7Q (61363.920000 sec): 3 clusters
  Score: Raw -33500.128104 + Penalty 1861.225518 = -31638.902586
  nChanged 1
		SP:Iteration 8Q (61363.930000 sec): 3 clusters
  Score: Raw -33501.860875 + Penalty 1861.225518 = -31640.635357
  nChanged 1
		SP:Iteration 9Q (61363.940000 sec): 3 clusters
  Score: Raw -33505.979400 + Penalty 1861.225518 = -31644.753882
  nChanged 0
		SP:Iteration 10F (61363.950000 sec): 3 clusters
  Score: Raw -33505.979400 + Penalty 1861.225518 = -31644.753882
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 15 (5333 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (61364.050000 sec): 2 clusters
  Score: Raw -646796.420606 + Penalty 1394.521247 = -645401.899359
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (61364.220000 sec): 3 clusters
  Score: Raw -643992.115970 + Penalty 2789.042493 = -641203.073476
  nChanged 2193
		SP:Iteration 1F (61364.390000 sec): 3 clusters
  Score: Raw -645232.576409 + Penalty 2789.042493 = -642443.533916
  nChanged 384
		SP:Iteration 2F (61364.570000 sec): 3 clusters
  Score: Raw -645491.589397 + Penalty 2789.042493 = -642702.546904
  nChanged 357
		SP:Iteration 3F (61364.810000 sec): 3 clusters
  Score: Raw -645740.223281 + Penalty 2789.042493 = -642951.180788
  nChanged 348
		SP:Iteration 4F (61364.990000 sec): 3 clusters
  Score: Raw -645994.586646 + Penalty 2789.042493 = -643205.544153
  nChanged 313
		SP:Iteration 5F (61365.170000 sec): 3 clusters
  Score: Raw -646249.082094 + Penalty 2789.042493 = -643460.039601
  nChanged 284
		SP:Iteration 6F (61365.370000 sec): 3 clusters
  Score: Raw -646484.554585 + Penalty 2789.042493 = -643695.512092
  nChanged 240
		SP:Iteration 7Q (61365.560000 sec): 3 clusters
  Score: Raw -646664.471155 + Penalty 2789.042493 = -643875.428661
  nChanged 181
		SP:Iteration 8Q (61365.730000 sec): 3 clusters
  Score: Raw -646775.787232 + Penalty 2789.042493 = -643986.744739
  nChanged 122
		SP:Iteration 9Q (61365.900000 sec): 3 clusters
  Score: Raw -646831.422674 + Penalty 2789.042493 = -644042.380181
  nChanged 75
		SP:Iteration 10Q (61366.070000 sec): 3 clusters
  Score: Raw -646868.221837 + Penalty 2789.042493 = -644079.179344
  nChanged 53
		SP:Iteration 11Q (61366.250000 sec): 3 clusters
  Score: Raw -646888.780263 + Penalty 2789.042493 = -644099.737770
  nChanged 59
		SP:Iteration 12Q (61366.420000 sec): 3 clusters
  Score: Raw -646910.851523 + Penalty 2789.042493 = -644121.809029
  nChanged 39
		SP:Iteration 13Q (61366.590000 sec): 3 clusters
  Score: Raw -646927.155115 + Penalty 2789.042493 = -644138.112621
  nChanged 29
		SP:Iteration 14Q (61366.770000 sec): 3 clusters
  Score: Raw -646936.223871 + Penalty 2789.042493 = -644147.181378
  nChanged 18
		SP:Iteration 15Q (61366.940000 sec): 3 clusters
  Score: Raw -646942.407166 + Penalty 2789.042493 = -644153.364673
  nChanged 25
		SP:Iteration 16Q (61367.110000 sec): 3 clusters
  Score: Raw -646951.300404 + Penalty 2789.042493 = -644162.257911
  nChanged 17
		SP:Iteration 17Q (61367.290000 sec): 3 clusters
  Score: Raw -646957.086656 + Penalty 2789.042493 = -644168.044162
  nChanged 13
		SP:Iteration 18Q (61367.460000 sec): 3 clusters
  Score: Raw -646961.577964 + Penalty 2789.042493 = -644172.535471
  nChanged 11
		SP:Iteration 19Q (61367.630000 sec): 3 clusters
  Score: Raw -646964.893378 + Penalty 2789.042493 = -644175.850885
  nChanged 18
		SP:Iteration 20F (61367.800000 sec): 3 clusters
  Score: Raw -646971.664630 + Penalty 2789.042493 = -644182.622137
  nChanged 21
		SP:Iteration 21Q (61367.970000 sec): 3 clusters
  Score: Raw -646979.725625 + Penalty 2789.042493 = -644190.683132
  nChanged 20
		SP:Iteration 22Q (61368.150000 sec): 3 clusters
  Score: Raw -646985.065141 + Penalty 2789.042493 = -644196.022647
  nChanged 10
		SP:Iteration 23Q (61368.320000 sec): 3 clusters
  Score: Raw -646987.667918 + Penalty 2789.042493 = -644198.625425
  nChanged 12
		SP:Iteration 24Q (61368.490000 sec): 3 clusters
  Score: Raw -646990.319565 + Penalty 2789.042493 = -644201.277071
  nChanged 9
		SP:Iteration 25Q (61368.670000 sec): 3 clusters
  Score: Raw -646992.934577 + Penalty 2789.042493 = -644203.892084
  nChanged 11
		SP:Iteration 26Q (61368.880000 sec): 3 clusters
  Score: Raw -646996.821756 + Penalty 2789.042493 = -644207.779263
  nChanged 8
		SP:Iteration 27Q (61369.050000 sec): 3 clusters
  Score: Raw -646999.164605 + Penalty 2789.042493 = -644210.122112
  nChanged 6
		SP:Iteration 28Q (61369.210000 sec): 3 clusters
  Score: Raw -647000.640807 + Penalty 2789.042493 = -644211.598313
  nChanged 3
		SP:Iteration 29Q (61369.380000 sec): 3 clusters
  Score: Raw -647001.416252 + Penalty 2789.042493 = -644212.373759
  nChanged 4
		SP:Iteration 30Q (61369.550000 sec): 3 clusters
  Score: Raw -647002.193267 + Penalty 2789.042493 = -644213.150774
  nChanged 2
		SP:Iteration 31Q (61369.730000 sec): 3 clusters
  Score: Raw -647002.782304 + Penalty 2789.042493 = -644213.739811
  nChanged 2
		SP:Iteration 32Q (61369.900000 sec): 3 clusters
  Score: Raw -647003.184823 + Penalty 2789.042493 = -644214.142330
  nChanged 4
		SP:Iteration 33Q (61370.070000 sec): 3 clusters
  Score: Raw -647004.154577 + Penalty 2789.042493 = -644215.112084
  nChanged 5
		SP:Iteration 34Q (61370.250000 sec): 3 clusters
  Score: Raw -647005.703068 + Penalty 2789.042493 = -644216.660574
  nChanged 8
		SP:Iteration 35Q (61370.420000 sec): 3 clusters
  Score: Raw -647007.920130 + Penalty 2789.042493 = -644218.877637
  nChanged 9
		SP:Iteration 36Q (61370.590000 sec): 3 clusters
  Score: Raw -647010.259056 + Penalty 2789.042493 = -644221.216563
  nChanged 7
		SP:Iteration 37Q (61370.770000 sec): 3 clusters
  Score: Raw -647012.045520 + Penalty 2789.042493 = -644223.003026
  nChanged 7
		SP:Iteration 38Q (61370.980000 sec): 3 clusters
  Score: Raw -647013.733103 + Penalty 2789.042493 = -644224.690609
  nChanged 5
		SP:Iteration 39Q (61371.120000 sec): 3 clusters
  Score: Raw -647014.865202 + Penalty 2789.042493 = -644225.822708
  nChanged 2
		SP:Iteration 40F (61371.290000 sec): 3 clusters
  Score: Raw -647015.189686 + Penalty 2789.042493 = -644226.147193
  nChanged 2
		SP:Iteration 41Q (61371.470000 sec): 3 clusters
  Score: Raw -647015.624426 + Penalty 2789.042493 = -644226.581933
  nChanged 1
		SP:Iteration 42Q (61371.630000 sec): 3 clusters
  Score: Raw -647015.836663 + Penalty 2789.042493 = -644226.794170
  nChanged 2
		SP:Iteration 43Q (61371.810000 sec): 3 clusters
  Score: Raw -647016.150443 + Penalty 2789.042493 = -644227.107950
  nChanged 3
		SP:Iteration 44Q (61371.980000 sec): 3 clusters
  Score: Raw -647016.621293 + Penalty 2789.042493 = -644227.578800
  nChanged 5
		SP:Iteration 45Q (61372.150000 sec): 3 clusters
  Score: Raw -647017.723851 + Penalty 2789.042493 = -644228.681358
  nChanged 3
		SP:Iteration 46Q (61372.330000 sec): 3 clusters
  Score: Raw -647018.192902 + Penalty 2789.042493 = -644229.150409
  nChanged 2
		SP:Iteration 47Q (61372.500000 sec): 3 clusters
  Score: Raw -647018.767161 + Penalty 2789.042493 = -644229.724668
  nChanged 2
		SP:Iteration 48Q (61372.660000 sec): 3 clusters
  Score: Raw -647019.136021 + Penalty 2789.042493 = -644230.093528
  nChanged 2
		SP:Iteration 49Q (61372.840000 sec): 3 clusters
  Score: Raw -647019.704824 + Penalty 2789.042493 = -644230.662331
  nChanged 5
		SP:Iteration 50Q (61373.010000 sec): 3 clusters
  Score: Raw -647021.115207 + Penalty 2789.042493 = -644232.072714
  nChanged 5
		SP:Iteration 51Q (61373.180000 sec): 3 clusters
  Score: Raw -647022.207625 + Penalty 2789.042493 = -644233.165132
  nChanged 2
		SP:Iteration 52Q (61373.350000 sec): 3 clusters
  Score: Raw -647022.664192 + Penalty 2789.042493 = -644233.621699
  nChanged 1
		SP:Iteration 53Q (61373.530000 sec): 3 clusters
  Score: Raw -647022.955844 + Penalty 2789.042493 = -644233.913351
  nChanged 0
		SP:Iteration 54F (61373.700000 sec): 3 clusters
  Score: Raw -647022.955844 + Penalty 2789.042493 = -644233.913351
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 16 (351378 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (61375.460000 sec): 2 clusters
  Score: Raw -43092349.664512 + Penalty 2075.062900 = -43090274.601612
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (61378.220000 sec): 3 clusters
  Score: Raw -42856668.008361 + Penalty 4150.125800 = -42852517.882562
  nChanged 171572
		SP:Iteration 1F (61381.070000 sec): 3 clusters
  Score: Raw -42958792.648959 + Penalty 4150.125800 = -42954642.523159
  nChanged 7447
		SP:Iteration 2Q (61384.110000 sec): 3 clusters
  Score: Raw -42960034.957116 + Penalty 4150.125800 = -42955884.831316
  nChanged 8644
		SP:Iteration 3Q (61387.160000 sec): 3 clusters
  Score: Raw -42961757.996561 + Penalty 4150.125800 = -42957607.870761
  nChanged 10328
		SP:Iteration 4Q (61390.260000 sec): 3 clusters
  Score: Raw -42964375.047172 + Penalty 4150.125800 = -42960224.921372
  nChanged 13048
		SP:Iteration 5Q (61393.340000 sec): 3 clusters
  Score: Raw -42968834.956029 + Penalty 4150.125800 = -42964684.830229
  nChanged 17488
		SP:Iteration 6Q (61396.410000 sec): 3 clusters
  Score: Raw -42977228.412224 + Penalty 4150.125800 = -42973078.286424
  nChanged 23688
		SP:Iteration 7F (61399.280000 sec): 3 clusters
  Score: Raw -42992662.004346 + Penalty 4150.125800 = -42988511.878546
  nChanged 29263
		SP:Iteration 8F (61402.130000 sec): 3 clusters
  Score: Raw -43016705.136519 + Penalty 4150.125800 = -43012555.010719
  nChanged 29955
		SP:Iteration 9F (61404.880000 sec): 3 clusters
  Score: Raw -43044495.590666 + Penalty 4150.125800 = -43040345.464866
  nChanged 23492
		SP:Iteration 10F (61407.710000 sec): 3 clusters
  Score: Raw -43066743.118709 + Penalty 4150.125800 = -43062592.992909
  nChanged 14800
		SP:Iteration 11Q (61410.560000 sec): 3 clusters
  Score: Raw -43080232.300585 + Penalty 4150.125800 = -43076082.174785
  nChanged 7989
		SP:Iteration 12Q (61413.200000 sec): 3 clusters
  Score: Raw -43087188.508727 + Penalty 4150.125800 = -43083038.382927
  nChanged 3873
		SP:Iteration 13Q (61415.770000 sec): 3 clusters
  Score: Raw -43090420.893232 + Penalty 4150.125800 = -43086270.767432
  nChanged 1636
		SP:Iteration 14Q (61418.330000 sec): 3 clusters
  Score: Raw -43091759.170981 + Penalty 4150.125800 = -43087609.045181
  nChanged 714
		SP:Iteration 15Q (61420.890000 sec): 3 clusters
  Score: Raw -43092310.038247 + Penalty 4150.125800 = -43088159.912447
  nChanged 338
		SP:Iteration 16Q (61423.420000 sec): 3 clusters
  Score: Raw -43092562.231602 + Penalty 4150.125800 = -43088412.105802
  nChanged 206
		SP:Iteration 17Q (61425.940000 sec): 3 clusters
  Score: Raw -43092692.843261 + Penalty 4150.125800 = -43088542.717461
  nChanged 124
		SP:Iteration 18Q (61428.260000 sec): 3 clusters
  Score: Raw -43092758.643994 + Penalty 4150.125800 = -43088608.518194
  nChanged 72
		SP:Iteration 19Q (61430.570000 sec): 3 clusters
  Score: Raw -43092794.152476 + Penalty 4150.125800 = -43088644.026676
  nChanged 54
		SP:Iteration 20F (61433.340000 sec): 3 clusters
  Score: Raw -43092819.332817 + Penalty 4150.125800 = -43088669.207017
  nChanged 45
		SP:Iteration 21Q (61435.820000 sec): 3 clusters
  Score: Raw -43092842.058850 + Penalty 4150.125800 = -43088691.933050
  nChanged 39
		SP:Iteration 22Q (61438.370000 sec): 3 clusters
  Score: Raw -43092858.211861 + Penalty 4150.125800 = -43088708.086061
  nChanged 35
		SP:Iteration 23Q (61440.830000 sec): 3 clusters
  Score: Raw -43092879.359352 + Penalty 4150.125800 = -43088729.233552
  nChanged 36
		SP:Iteration 24Q (61443.350000 sec): 3 clusters
  Score: Raw -43092897.284514 + Penalty 4150.125800 = -43088747.158714
  nChanged 39
		SP:Iteration 25Q (61445.870000 sec): 3 clusters
  Score: Raw -43092913.662513 + Penalty 4150.125800 = -43088763.536713
  nChanged 25
		SP:Iteration 26Q (61448.370000 sec): 3 clusters
  Score: Raw -43092924.295795 + Penalty 4150.125800 = -43088774.169995
  nChanged 23
		SP:Iteration 27Q (61450.880000 sec): 3 clusters
  Score: Raw -43092933.705374 + Penalty 4150.125800 = -43088783.579574
  nChanged 19
		SP:Iteration 28Q (61453.350000 sec): 3 clusters
  Score: Raw -43092941.391859 + Penalty 4150.125800 = -43088791.266059
  nChanged 16
		SP:Iteration 29Q (61455.880000 sec): 3 clusters
  Score: Raw -43092947.977581 + Penalty 4150.125800 = -43088797.851781
  nChanged 22
		SP:Iteration 30Q (61458.400000 sec): 3 clusters
  Score: Raw -43092956.010858 + Penalty 4150.125800 = -43088805.885058
  nChanged 15
		SP:Iteration 31Q (61460.850000 sec): 3 clusters
  Score: Raw -43092961.878205 + Penalty 4150.125800 = -43088811.752405
  nChanged 18
		SP:Iteration 32Q (61463.410000 sec): 3 clusters
  Score: Raw -43092968.531573 + Penalty 4150.125800 = -43088818.405773
  nChanged 18
		SP:Iteration 33Q (61465.930000 sec): 3 clusters
  Score: Raw -43092974.699266 + Penalty 4150.125800 = -43088824.573466
  nChanged 14
		SP:Iteration 34Q (61468.390000 sec): 3 clusters
  Score: Raw -43092979.865775 + Penalty 4150.125800 = -43088829.739975
  nChanged 11
		SP:Iteration 35Q (61470.830000 sec): 3 clusters
  Score: Raw -43092984.026153 + Penalty 4150.125800 = -43088833.900353
  nChanged 9
		SP:Iteration 36Q (61473.290000 sec): 3 clusters
  Score: Raw -43092988.058093 + Penalty 4150.125800 = -43088837.932293
  nChanged 8
		SP:Iteration 37Q (61475.910000 sec): 3 clusters
  Score: Raw -43092991.310319 + Penalty 4150.125800 = -43088841.184519
  nChanged 10
		SP:Iteration 38Q (61478.320000 sec): 3 clusters
  Score: Raw -43092995.523232 + Penalty 4150.125800 = -43088845.397432
  nChanged 12
		SP:Iteration 39Q (61480.830000 sec): 3 clusters
  Score: Raw -43093000.479244 + Penalty 4150.125800 = -43088850.353444
  nChanged 6
		SP:Iteration 40F (61483.530000 sec): 3 clusters
  Score: Raw -43093002.763088 + Penalty 4150.125800 = -43088852.637288
  nChanged 10
		SP:Iteration 41Q (61486.030000 sec): 3 clusters
  Score: Raw -43093006.087947 + Penalty 4150.125800 = -43088855.962147
  nChanged 7
		SP:Iteration 42Q (61488.490000 sec): 3 clusters
  Score: Raw -43093008.655618 + Penalty 4150.125800 = -43088858.529818
  nChanged 5
		SP:Iteration 43Q (61490.980000 sec): 3 clusters
  Score: Raw -43093010.158460 + Penalty 4150.125800 = -43088860.032660
  nChanged 6
		SP:Iteration 44Q (61493.470000 sec): 3 clusters
  Score: Raw -43093012.271030 + Penalty 4150.125800 = -43088862.145230
  nChanged 4
		SP:Iteration 45Q (61495.870000 sec): 3 clusters
  Score: Raw -43093013.714336 + Penalty 4150.125800 = -43088863.588536
  nChanged 4
		SP:Iteration 46Q (61498.400000 sec): 3 clusters
  Score: Raw -43093015.051889 + Penalty 4150.125800 = -43088864.926089
  nChanged 4
		SP:Iteration 47Q (61500.960000 sec): 3 clusters
  Score: Raw -43093016.326219 + Penalty 4150.125800 = -43088866.200419
  nChanged 4
		SP:Iteration 48Q (61503.480000 sec): 3 clusters
  Score: Raw -43093017.894924 + Penalty 4150.125800 = -43088867.769124
  nChanged 8
		SP:Iteration 49Q (61505.970000 sec): 3 clusters
  Score: Raw -43093021.907358 + Penalty 4150.125800 = -43088871.781558
  nChanged 9
		SP:Iteration 50Q (61508.490000 sec): 3 clusters
  Score: Raw -43093025.099934 + Penalty 4150.125800 = -43088874.974134
  nChanged 11
		SP:Iteration 51Q (61510.990000 sec): 3 clusters
  Score: Raw -43093030.031255 + Penalty 4150.125800 = -43088879.905455
  nChanged 9
		SP:Iteration 52Q (61513.510000 sec): 3 clusters
  Score: Raw -43093034.302842 + Penalty 4150.125800 = -43088884.177043
  nChanged 10
		SP:Iteration 53Q (61516.020000 sec): 3 clusters
  Score: Raw -43093038.583865 + Penalty 4150.125800 = -43088888.458065
  nChanged 12
		SP:Iteration 54Q (61518.580000 sec): 3 clusters
  Score: Raw -43093042.762220 + Penalty 4150.125800 = -43088892.636420
  nChanged 7
		SP:Iteration 55Q (61521.060000 sec): 3 clusters
  Score: Raw -43093044.540312 + Penalty 4150.125800 = -43088894.414512
  nChanged 6
		SP:Iteration 56Q (61523.570000 sec): 3 clusters
  Score: Raw -43093046.750669 + Penalty 4150.125800 = -43088896.624869
  nChanged 5
		SP:Iteration 57Q (61526.110000 sec): 3 clusters
  Score: Raw -43093048.037779 + Penalty 4150.125800 = -43088897.911979
  nChanged 3
		SP:Iteration 58Q (61528.580000 sec): 3 clusters
  Score: Raw -43093048.616621 + Penalty 4150.125800 = -43088898.490821
  nChanged 1
		SP:Iteration 59Q (61531.140000 sec): 3 clusters
  Score: Raw -43093048.821467 + Penalty 4150.125800 = -43088898.695667
  nChanged 0
		SP:Iteration 60F (61533.920000 sec): 3 clusters
  Score: Raw -43093048.821467 + Penalty 4150.125800 = -43088898.695667
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 17 (32945 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (61534.230000 sec): 2 clusters
  Score: Raw -4073566.808575 + Penalty 1690.421652 = -4071876.386923
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (61534.660000 sec): 3 clusters
  Score: Raw -4053014.993627 + Penalty 3380.843305 = -4049634.150323
  nChanged 15236
		SP:Iteration 1F (61535.130000 sec): 3 clusters
  Score: Raw -4061832.076663 + Penalty 3380.843305 = -4058451.233359
  nChanged 1573
		SP:Iteration 2Q (61535.560000 sec): 3 clusters
  Score: Raw -4062550.460588 + Penalty 3380.843305 = -4059169.617284
  nChanged 1835
		SP:Iteration 3F (61535.950000 sec): 3 clusters
  Score: Raw -4063735.499025 + Penalty 3380.843305 = -4060354.655720
  nChanged 2283
		SP:Iteration 4F (61536.420000 sec): 3 clusters
  Score: Raw -4065546.061430 + Penalty 3380.843305 = -4062165.218125
  nChanged 2469
		SP:Iteration 5F (61536.850000 sec): 3 clusters
  Score: Raw -4067427.533469 + Penalty 3380.843305 = -4064046.690164
  nChanged 2283
		SP:Iteration 6F (61537.280000 sec): 3 clusters
  Score: Raw -4068942.549442 + Penalty 3380.843305 = -4065561.706137
  nChanged 1880
		SP:Iteration 7F (61537.670000 sec): 3 clusters
  Score: Raw -4070118.994589 + Penalty 3380.843305 = -4066738.151285
  nChanged 1516
		SP:Iteration 8Q (61538.080000 sec): 3 clusters
  Score: Raw -4071108.985813 + Penalty 3380.843305 = -4067728.142509
  nChanged 1258
		SP:Iteration 9Q (61538.530000 sec): 3 clusters
  Score: Raw -4071913.611462 + Penalty 3380.843305 = -4068532.768158
  nChanged 974
		SP:Iteration 10Q (61539.000000 sec): 3 clusters
  Score: Raw -4072516.600971 + Penalty 3380.843305 = -4069135.757666
  nChanged 770
		SP:Iteration 11Q (61539.380000 sec): 3 clusters
  Score: Raw -4072983.259395 + Penalty 3380.843305 = -4069602.416090
  nChanged 597
		SP:Iteration 12Q (61539.810000 sec): 3 clusters
  Score: Raw -4073307.895079 + Penalty 3380.843305 = -4069927.051775
  nChanged 498
		SP:Iteration 13Q (61540.170000 sec): 3 clusters
  Score: Raw -4073581.487351 + Penalty 3380.843305 = -4070200.644047
  nChanged 405
		SP:Iteration 14Q (61540.550000 sec): 3 clusters
  Score: Raw -4073799.493549 + Penalty 3380.843305 = -4070418.650244
  nChanged 275
		SP:Iteration 15Q (61540.980000 sec): 3 clusters
  Score: Raw -4073950.336941 + Penalty 3380.843305 = -4070569.493637
  nChanged 244
		SP:Iteration 16Q (61541.360000 sec): 3 clusters
  Score: Raw -4074071.812953 + Penalty 3380.843305 = -4070690.969648
  nChanged 200
		SP:Iteration 17Q (61541.750000 sec): 3 clusters
  Score: Raw -4074178.821813 + Penalty 3380.843305 = -4070797.978509
  nChanged 181
		SP:Iteration 18Q (61542.140000 sec): 3 clusters
  Score: Raw -4074277.644643 + Penalty 3380.843305 = -4070896.801339
  nChanged 169
		SP:Iteration 19Q (61542.520000 sec): 3 clusters
  Score: Raw -4074363.470001 + Penalty 3380.843305 = -4070982.626696
  nChanged 151
		SP:Iteration 20F (61542.920000 sec): 3 clusters
  Score: Raw -4074435.230553 + Penalty 3380.843305 = -4071054.387248
  nChanged 143
		SP:Iteration 21Q (61543.280000 sec): 3 clusters
  Score: Raw -4074502.420886 + Penalty 3380.843305 = -4071121.577581
  nChanged 119
		SP:Iteration 22Q (61543.700000 sec): 3 clusters
  Score: Raw -4074557.174653 + Penalty 3380.843305 = -4071176.331348
  nChanged 103
		SP:Iteration 23Q (61544.070000 sec): 3 clusters
  Score: Raw -4074604.197920 + Penalty 3380.843305 = -4071223.354616
  nChanged 99
		SP:Iteration 24Q (61544.430000 sec): 3 clusters
  Score: Raw -4074644.355118 + Penalty 3380.843305 = -4071263.511813
  nChanged 94
		SP:Iteration 25Q (61544.820000 sec): 3 clusters
  Score: Raw -4074676.664075 + Penalty 3380.843305 = -4071295.820770
  nChanged 69
		SP:Iteration 26Q (61545.200000 sec): 3 clusters
  Score: Raw -4074694.339159 + Penalty 3380.843305 = -4071313.495854
  nChanged 61
		SP:Iteration 27Q (61545.560000 sec): 3 clusters
  Score: Raw -4074708.261032 + Penalty 3380.843305 = -4071327.417728
  nChanged 43
		SP:Iteration 28Q (61545.940000 sec): 3 clusters
  Score: Raw -4074716.481801 + Penalty 3380.843305 = -4071335.638496
  nChanged 35
		SP:Iteration 29Q (61546.270000 sec): 3 clusters
  Score: Raw -4074723.669706 + Penalty 3380.843305 = -4071342.826401
  nChanged 27
		SP:Iteration 30Q (61546.630000 sec): 3 clusters
  Score: Raw -4074729.319003 + Penalty 3380.843305 = -4071348.475699
  nChanged 24
		SP:Iteration 31Q (61546.970000 sec): 3 clusters
  Score: Raw -4074734.026572 + Penalty 3380.843305 = -4071353.183267
  nChanged 20
		SP:Iteration 32Q (61547.290000 sec): 3 clusters
  Score: Raw -4074737.351907 + Penalty 3380.843305 = -4071356.508603
  nChanged 11
		SP:Iteration 33Q (61547.680000 sec): 3 clusters
  Score: Raw -4074738.814255 + Penalty 3380.843305 = -4071357.970950
  nChanged 16
		SP:Iteration 34Q (61548.060000 sec): 3 clusters
  Score: Raw -4074742.408078 + Penalty 3380.843305 = -4071361.564774
  nChanged 9
		SP:Iteration 35Q (61548.450000 sec): 3 clusters
  Score: Raw -4074744.375629 + Penalty 3380.843305 = -4071363.532324
  nChanged 10
		SP:Iteration 36Q (61548.830000 sec): 3 clusters
  Score: Raw -4074746.465398 + Penalty 3380.843305 = -4071365.622094
  nChanged 14
		SP:Iteration 37Q (61549.220000 sec): 3 clusters
  Score: Raw -4074749.457690 + Penalty 3380.843305 = -4071368.614385
  nChanged 24
		SP:Iteration 38Q (61549.600000 sec): 3 clusters
  Score: Raw -4074754.388383 + Penalty 3380.843305 = -4071373.545078
  nChanged 25
		SP:Iteration 39Q (61549.990000 sec): 3 clusters
  Score: Raw -4074760.298835 + Penalty 3380.843305 = -4071379.455531
  nChanged 30
		SP:Iteration 40F (61550.350000 sec): 3 clusters
  Score: Raw -4074765.027116 + Penalty 3380.843305 = -4071384.183811
  nChanged 12
		SP:Iteration 41Q (61550.650000 sec): 3 clusters
  Score: Raw -4074766.745821 + Penalty 3380.843305 = -4071385.902516
  nChanged 7
		SP:Iteration 42Q (61551.050000 sec): 3 clusters
  Score: Raw -4074767.585235 + Penalty 3380.843305 = -4071386.741930
  nChanged 4
		SP:Iteration 43Q (61551.400000 sec): 3 clusters
  Score: Raw -4074768.047259 + Penalty 3380.843305 = -4071387.203954
  nChanged 3
		SP:Iteration 44Q (61551.790000 sec): 3 clusters
  Score: Raw -4074768.639672 + Penalty 3380.843305 = -4071387.796368
  nChanged 0
		SP:Iteration 45F (61552.270000 sec): 3 clusters
  Score: Raw -4074768.639672 + Penalty 3380.843305 = -4071387.796368
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 18 (5442 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (61552.360000 sec): 2 clusters
  Score: Raw -656810.275412 + Penalty 1397.809062 = -655412.466350
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (61552.530000 sec): 3 clusters
  Score: Raw -653965.344053 + Penalty 2795.618124 = -651169.725929
  nChanged 2220
		SP:Iteration 1F (61552.710000 sec): 3 clusters
  Score: Raw -655095.697681 + Penalty 2795.618124 = -652300.079558
  nChanged 370
		SP:Iteration 2F (61552.880000 sec): 3 clusters
  Score: Raw -655298.180975 + Penalty 2795.618124 = -652502.562851
  nChanged 331
		SP:Iteration 3F (61553.050000 sec): 3 clusters
  Score: Raw -655476.913469 + Penalty 2795.618124 = -652681.295345
  nChanged 309
		SP:Iteration 4F (61553.220000 sec): 3 clusters
  Score: Raw -655652.700688 + Penalty 2795.618124 = -652857.082565
  nChanged 259
		SP:Iteration 5Q (61553.390000 sec): 3 clusters
  Score: Raw -655808.502332 + Penalty 2795.618124 = -653012.884208
  nChanged 267
		SP:Iteration 6Q (61553.570000 sec): 3 clusters
  Score: Raw -655990.948623 + Penalty 2795.618124 = -653195.330499
  nChanged 267
		SP:Iteration 7Q (61553.740000 sec): 3 clusters
  Score: Raw -656167.684439 + Penalty 2795.618124 = -653372.066315
  nChanged 278
		SP:Iteration 8F (61553.910000 sec): 3 clusters
  Score: Raw -656358.787771 + Penalty 2795.618124 = -653563.169647
  nChanged 268
		SP:Iteration 9Q (61554.080000 sec): 3 clusters
  Score: Raw -656532.275889 + Penalty 2795.618124 = -653736.657765
  nChanged 226
		SP:Iteration 10Q (61554.250000 sec): 3 clusters
  Score: Raw -656678.050026 + Penalty 2795.618124 = -653882.431902
  nChanged 182
		SP:Iteration 11Q (61554.430000 sec): 3 clusters
  Score: Raw -656778.272623 + Penalty 2795.618124 = -653982.654500
  nChanged 132
		SP:Iteration 12Q (61554.600000 sec): 3 clusters
  Score: Raw -656848.106282 + Penalty 2795.618124 = -654052.488158
  nChanged 100
		SP:Iteration 13Q (61554.770000 sec): 3 clusters
  Score: Raw -656900.120204 + Penalty 2795.618124 = -654104.502080
  nChanged 101
		SP:Iteration 14Q (61554.950000 sec): 3 clusters
  Score: Raw -656946.668435 + Penalty 2795.618124 = -654151.050312
  nChanged 81
		SP:Iteration 15Q (61555.120000 sec): 3 clusters
  Score: Raw -656981.841978 + Penalty 2795.618124 = -654186.223855
  nChanged 63
		SP:Iteration 16Q (61555.290000 sec): 3 clusters
  Score: Raw -657005.329450 + Penalty 2795.618124 = -654209.711326
  nChanged 52
		SP:Iteration 17Q (61555.460000 sec): 3 clusters
  Score: Raw -657029.328872 + Penalty 2795.618124 = -654233.710748
  nChanged 43
		SP:Iteration 18Q (61555.640000 sec): 3 clusters
  Score: Raw -657052.098885 + Penalty 2795.618124 = -654256.480761
  nChanged 50
		SP:Iteration 19Q (61555.810000 sec): 3 clusters
  Score: Raw -657072.172751 + Penalty 2795.618124 = -654276.554627
  nChanged 36
		SP:Iteration 20F (61555.980000 sec): 3 clusters
  Score: Raw -657090.901162 + Penalty 2795.618124 = -654295.283038
  nChanged 39
		SP:Iteration 21Q (61556.150000 sec): 3 clusters
  Score: Raw -657113.410899 + Penalty 2795.618124 = -654317.792775
  nChanged 46
		SP:Iteration 22Q (61556.330000 sec): 3 clusters
  Score: Raw -657141.956578 + Penalty 2795.618124 = -654346.338454
  nChanged 54
		SP:Iteration 23Q (61556.500000 sec): 3 clusters
  Score: Raw -657164.801972 + Penalty 2795.618124 = -654369.183848
  nChanged 46
		SP:Iteration 24Q (61556.670000 sec): 3 clusters
  Score: Raw -657183.135601 + Penalty 2795.618124 = -654387.517478
  nChanged 34
		SP:Iteration 25Q (61556.850000 sec): 3 clusters
  Score: Raw -657195.777937 + Penalty 2795.618124 = -654400.159813
  nChanged 25
		SP:Iteration 26Q (61557.020000 sec): 3 clusters
  Score: Raw -657204.910950 + Penalty 2795.618124 = -654409.292827
  nChanged 30
		SP:Iteration 27Q (61557.190000 sec): 3 clusters
  Score: Raw -657216.212790 + Penalty 2795.618124 = -654420.594666
  nChanged 21
		SP:Iteration 28Q (61557.360000 sec): 3 clusters
  Score: Raw -657221.732112 + Penalty 2795.618124 = -654426.113989
  nChanged 15
		SP:Iteration 29Q (61557.540000 sec): 3 clusters
  Score: Raw -657225.720687 + Penalty 2795.618124 = -654430.102564
  nChanged 15
		SP:Iteration 30Q (61557.710000 sec): 3 clusters
  Score: Raw -657229.108926 + Penalty 2795.618124 = -654433.490802
  nChanged 8
		SP:Iteration 31Q (61557.880000 sec): 3 clusters
  Score: Raw -657230.751939 + Penalty 2795.618124 = -654435.133816
  nChanged 5
		SP:Iteration 32Q (61558.050000 sec): 3 clusters
  Score: Raw -657232.133893 + Penalty 2795.618124 = -654436.515770
  nChanged 4
		SP:Iteration 33Q (61558.230000 sec): 3 clusters
  Score: Raw -657233.122921 + Penalty 2795.618124 = -654437.504797
  nChanged 1
		SP:Iteration 34Q (61558.400000 sec): 3 clusters
  Score: Raw -657233.359697 + Penalty 2795.618124 = -654437.741573
  nChanged 1
		SP:Iteration 35Q (61558.580000 sec): 3 clusters
  Score: Raw -657233.485165 + Penalty 2795.618124 = -654437.867041
  nChanged 1
		SP:Iteration 36Q (61558.750000 sec): 3 clusters
  Score: Raw -657233.824582 + Penalty 2795.618124 = -654438.206458
  nChanged 1
		SP:Iteration 37Q (61558.930000 sec): 3 clusters
  Score: Raw -657234.170915 + Penalty 2795.618124 = -654438.552791
  nChanged 0
		SP:Iteration 38F (61559.100000 sec): 3 clusters
  Score: Raw -657234.170915 + Penalty 2795.618124 = -654438.552791
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 19 (1105 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (61559.210000 sec): 2 clusters
  Score: Raw -131501.037769 + Penalty 1138.735100 = -130362.302669
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (61559.360000 sec): 3 clusters
  Score: Raw -131090.752183 + Penalty 2277.470200 = -128813.281984
  nChanged 357
		SP:Iteration 1F (61559.530000 sec): 3 clusters
  Score: Raw -131400.068907 + Penalty 2277.470200 = -129122.598707
  nChanged 90
		SP:Iteration 2F (61559.710000 sec): 3 clusters
  Score: Raw -131485.364958 + Penalty 2277.470200 = -129207.894759
  nChanged 41
		SP:Iteration 3Q (61559.890000 sec): 3 clusters
  Score: Raw -131532.520591 + Penalty 2277.470200 = -129255.050391
  nChanged 31
		SP:Iteration 4Q (61560.060000 sec): 3 clusters
  Score: Raw -131595.212635 + Penalty 2277.470200 = -129317.742436
  nChanged 42
		SP:Iteration 5Q (61560.240000 sec): 3 clusters
  Score: Raw -131643.976725 + Penalty 2277.470200 = -129366.506526
  nChanged 26
		SP:Iteration 6Q (61560.410000 sec): 3 clusters
  Score: Raw -131674.557631 + Penalty 2277.470200 = -129397.087431
  nChanged 24
		SP:Iteration 7Q (61560.590000 sec): 3 clusters
  Score: Raw -131702.068107 + Penalty 2277.470200 = -129424.597907
  nChanged 19
		SP:Iteration 8Q (61560.770000 sec): 3 clusters
  Score: Raw -131724.002438 + Penalty 2277.470200 = -129446.532239
  nChanged 21
		SP:Iteration 9Q (61560.940000 sec): 3 clusters
  Score: Raw -131750.900263 + Penalty 2277.470200 = -129473.430063
  nChanged 23
		SP:Iteration 10Q (61561.120000 sec): 3 clusters
  Score: Raw -131776.936654 + Penalty 2277.470200 = -129499.466454
  nChanged 16
		SP:Iteration 11Q (61561.290000 sec): 3 clusters
  Score: Raw -131797.811742 + Penalty 2277.470200 = -129520.341542
  nChanged 16
		SP:Iteration 12Q (61561.470000 sec): 3 clusters
  Score: Raw -131822.022832 + Penalty 2277.470200 = -129544.552633
  nChanged 13
		SP:Iteration 13Q (61561.650000 sec): 3 clusters
  Score: Raw -131842.895445 + Penalty 2277.470200 = -129565.425245
  nChanged 13
		SP:Iteration 14Q (61561.820000 sec): 3 clusters
  Score: Raw -131860.245579 + Penalty 2277.470200 = -129582.775379
  nChanged 8
		SP:Iteration 15Q (61561.990000 sec): 3 clusters
  Score: Raw -131876.819812 + Penalty 2277.470200 = -129599.349613
  nChanged 13
		SP:Iteration 16Q (61562.170000 sec): 3 clusters
  Score: Raw -131899.615501 + Penalty 2277.470200 = -129622.145302
  nChanged 13
		SP:Iteration 17Q (61562.350000 sec): 3 clusters
  Score: Raw -131914.425048 + Penalty 2277.470200 = -129636.954849
  nChanged 7
		SP:Iteration 18Q (61562.370000 sec): 3 clusters
  Score: Raw -131920.466316 + Penalty 2277.470200 = -129642.996116
  nChanged 2
		SP:Iteration 19Q (61562.390000 sec): 3 clusters
  Score: Raw -131924.008647 + Penalty 2277.470200 = -129646.538447
  nChanged 1
		SP:Iteration 20F (61562.420000 sec): 3 clusters
  Score: Raw -131924.279433 + Penalty 2277.470200 = -129646.809234
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 20 (30599 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (61562.730000 sec): 2 clusters
  Score: Raw -3615281.426676 + Penalty 1678.417424 = -3613603.009252
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (61563.180000 sec): 3 clusters
  Score: Raw -3596397.619487 + Penalty 3356.834847 = -3593040.784640
  nChanged 14110
		SP:Iteration 1F (61563.570000 sec): 3 clusters
  Score: Raw -3603978.932782 + Penalty 3356.834847 = -3600622.097935
  nChanged 1263
		SP:Iteration 2Q (61564.030000 sec): 3 clusters
  Score: Raw -3604331.566523 + Penalty 3356.834847 = -3600974.731676
  nChanged 1129
		SP:Iteration 3Q (61564.470000 sec): 3 clusters
  Score: Raw -3604615.238418 + Penalty 3356.834847 = -3601258.403570
  nChanged 958
		SP:Iteration 4Q (61564.920000 sec): 3 clusters
  Score: Raw -3604841.640380 + Penalty 3356.834847 = -3601484.805532
  nChanged 864
		SP:Iteration 5Q (61565.370000 sec): 3 clusters
  Score: Raw -3605068.041587 + Penalty 3356.834847 = -3601711.206739
  nChanged 900
		SP:Iteration 6Q (61565.820000 sec): 3 clusters
  Score: Raw -3605318.477066 + Penalty 3356.834847 = -3601961.642218
  nChanged 895
		SP:Iteration 7Q (61566.270000 sec): 3 clusters
  Score: Raw -3605583.273792 + Penalty 3356.834847 = -3602226.438945
  nChanged 940
		SP:Iteration 8Q (61566.720000 sec): 3 clusters
  Score: Raw -3605900.839671 + Penalty 3356.834847 = -3602544.004823
  nChanged 1034
		SP:Iteration 9Q (61567.170000 sec): 3 clusters
  Score: Raw -3606297.272649 + Penalty 3356.834847 = -3602940.437801
  nChanged 1141
		SP:Iteration 10Q (61567.620000 sec): 3 clusters
  Score: Raw -3606807.911325 + Penalty 3356.834847 = -3603451.076477
  nChanged 1269
		SP:Iteration 11Q (61568.070000 sec): 3 clusters
  Score: Raw -3607487.959043 + Penalty 3356.834847 = -3604131.124195
  nChanged 1457
		SP:Iteration 12Q (61568.520000 sec): 3 clusters
  Score: Raw -3608305.677100 + Penalty 3356.834847 = -3604948.842253
  nChanged 1407
		SP:Iteration 13Q (61568.970000 sec): 3 clusters
  Score: Raw -3609153.665551 + Penalty 3356.834847 = -3605796.830703
  nChanged 1401
		SP:Iteration 14Q (61569.430000 sec): 3 clusters
  Score: Raw -3609928.491040 + Penalty 3356.834847 = -3606571.656192
  nChanged 1183
		SP:Iteration 15Q (61569.880000 sec): 3 clusters
  Score: Raw -3610505.740277 + Penalty 3356.834847 = -3607148.905429
  nChanged 942
		SP:Iteration 16Q (61570.330000 sec): 3 clusters
  Score: Raw -3610902.605637 + Penalty 3356.834847 = -3607545.770790
  nChanged 779
		SP:Iteration 17Q (61570.780000 sec): 3 clusters
  Score: Raw -3611214.635282 + Penalty 3356.834847 = -3607857.800435
  nChanged 655
		SP:Iteration 18Q (61571.230000 sec): 3 clusters
  Score: Raw -3611473.290214 + Penalty 3356.834847 = -3608116.455366
  nChanged 633
		SP:Iteration 19Q (61571.680000 sec): 3 clusters
  Score: Raw -3611728.891862 + Penalty 3356.834847 = -3608372.057014
  nChanged 636
		SP:Iteration 20F (61572.140000 sec): 3 clusters
  Score: Raw -3612003.764330 + Penalty 3356.834847 = -3608646.929483
  nChanged 622
		SP:Iteration 21Q (61572.550000 sec): 3 clusters
  Score: Raw -3612274.757335 + Penalty 3356.834847 = -3608917.922487
  nChanged 606
		SP:Iteration 22Q (61572.910000 sec): 3 clusters
  Score: Raw -3612554.002162 + Penalty 3356.834847 = -3609197.167314
  nChanged 570
		SP:Iteration 23Q (61573.320000 sec): 3 clusters
  Score: Raw -3612839.034874 + Penalty 3356.834847 = -3609482.200027
  nChanged 604
		SP:Iteration 24Q (61573.690000 sec): 3 clusters
  Score: Raw -3613182.916936 + Penalty 3356.834847 = -3609826.082089
  nChanged 603
		SP:Iteration 25Q (61574.090000 sec): 3 clusters
  Score: Raw -3613536.509251 + Penalty 3356.834847 = -3610179.674404
  nChanged 539
		SP:Iteration 26Q (61574.460000 sec): 3 clusters
  Score: Raw -3613874.036864 + Penalty 3356.834847 = -3610517.202016
  nChanged 490
		SP:Iteration 27Q (61574.870000 sec): 3 clusters
  Score: Raw -3614191.855574 + Penalty 3356.834847 = -3610835.020727
  nChanged 422
		SP:Iteration 28Q (61575.230000 sec): 3 clusters
  Score: Raw -3614481.528204 + Penalty 3356.834847 = -3611124.693356
  nChanged 369
		SP:Iteration 29Q (61575.650000 sec): 3 clusters
  Score: Raw -3614753.555324 + Penalty 3356.834847 = -3611396.720476
  nChanged 305
		SP:Iteration 30Q (61576.010000 sec): 3 clusters
  Score: Raw -3614983.776439 + Penalty 3356.834847 = -3611626.941592
  nChanged 198
		SP:Iteration 31Q (61576.380000 sec): 3 clusters
  Score: Raw -3615134.960731 + Penalty 3356.834847 = -3611778.125883
  nChanged 141
		SP:Iteration 32Q (61576.750000 sec): 3 clusters
  Score: Raw -3615253.274943 + Penalty 3356.834847 = -3611896.440095
  nChanged 99
		SP:Iteration 33Q (61577.120000 sec): 3 clusters
  Score: Raw -3615341.715384 + Penalty 3356.834847 = -3611984.880537
  nChanged 69
		SP:Iteration 34Q (61577.530000 sec): 3 clusters
  Score: Raw -3615407.565169 + Penalty 3356.834847 = -3612050.730321
  nChanged 44
		SP:Iteration 35Q (61577.900000 sec): 3 clusters
  Score: Raw -3615455.558351 + Penalty 3356.834847 = -3612098.723503
  nChanged 25
		SP:Iteration 36Q (61578.310000 sec): 3 clusters
  Score: Raw -3615478.791503 + Penalty 3356.834847 = -3612121.956655
  nChanged 17
		SP:Iteration 37Q (61578.680000 sec): 3 clusters
  Score: Raw -3615498.910602 + Penalty 3356.834847 = -3612142.075755
  nChanged 11
		SP:Iteration 38Q (61579.090000 sec): 3 clusters
  Score: Raw -3615515.207290 + Penalty 3356.834847 = -3612158.372442
  nChanged 9
		SP:Iteration 39Q (61579.460000 sec): 3 clusters
  Score: Raw -3615526.865674 + Penalty 3356.834847 = -3612170.030826
  nChanged 5
		SP:Iteration 40F (61579.870000 sec): 3 clusters
  Score: Raw -3615532.765332 + Penalty 3356.834847 = -3612175.930485
  nChanged 4
		SP:Iteration 41Q (61580.240000 sec): 3 clusters
  Score: Raw -3615537.072710 + Penalty 3356.834847 = -3612180.237863
  nChanged 4
		SP:Iteration 42Q (61580.600000 sec): 3 clusters
  Score: Raw -3615539.623361 + Penalty 3356.834847 = -3612182.788514
  nChanged 1
		SP:Iteration 43Q (61580.970000 sec): 3 clusters
  Score: Raw -3615539.824502 + Penalty 3356.834847 = -3612182.989654
  nChanged 0
		SP:Iteration 44F (61581.340000 sec): 3 clusters
  Score: Raw -3615539.824502 + Penalty 3356.834847 = -3612182.989654
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 21 (8498 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (61581.490000 sec): 2 clusters
  Score: Raw -1039096.395079 + Penalty 1470.232745 = -1037626.162334
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (61581.690000 sec): 3 clusters
  Score: Raw -1034348.087196 + Penalty 2940.465489 = -1031407.621707
  nChanged 3615
		SP:Iteration 1F (61581.880000 sec): 3 clusters
  Score: Raw -1036311.304468 + Penalty 2940.465489 = -1033370.838978
  nChanged 584
		SP:Iteration 2F (61582.070000 sec): 3 clusters
  Score: Raw -1036597.171581 + Penalty 2940.465489 = -1033656.706092
  nChanged 466
		SP:Iteration 3F (61582.270000 sec): 3 clusters
  Score: Raw -1036820.463969 + Penalty 2940.465489 = -1033879.998480
  nChanged 412
		SP:Iteration 4Q (61582.460000 sec): 3 clusters
  Score: Raw -1037006.483447 + Penalty 2940.465489 = -1034066.017958
  nChanged 376
		SP:Iteration 5Q (61582.660000 sec): 3 clusters
  Score: Raw -1037167.844158 + Penalty 2940.465489 = -1034227.378669
  nChanged 331
		SP:Iteration 6Q (61582.850000 sec): 3 clusters
  Score: Raw -1037320.819932 + Penalty 2940.465489 = -1034380.354443
  nChanged 324
		SP:Iteration 7Q (61583.040000 sec): 3 clusters
  Score: Raw -1037479.773172 + Penalty 2940.465489 = -1034539.307683
  nChanged 355
		SP:Iteration 8Q (61583.240000 sec): 3 clusters
  Score: Raw -1037680.762066 + Penalty 2940.465489 = -1034740.296576
  nChanged 368
		SP:Iteration 9Q (61583.430000 sec): 3 clusters
  Score: Raw -1037918.447470 + Penalty 2940.465489 = -1034977.981981
  nChanged 391
		SP:Iteration 10Q (61583.630000 sec): 3 clusters
  Score: Raw -1038178.386151 + Penalty 2940.465489 = -1035237.920661
  nChanged 378
		SP:Iteration 11Q (61583.820000 sec): 3 clusters
  Score: Raw -1038468.697646 + Penalty 2940.465489 = -1035528.232157
  nChanged 348
		SP:Iteration 12Q (61584.010000 sec): 3 clusters
  Score: Raw -1038766.053011 + Penalty 2940.465489 = -1035825.587522
  nChanged 301
		SP:Iteration 13Q (61584.210000 sec): 3 clusters
  Score: Raw -1039047.422455 + Penalty 2940.465489 = -1036106.956966
  nChanged 240
		SP:Iteration 14Q (61584.410000 sec): 3 clusters
  Score: Raw -1039270.933315 + Penalty 2940.465489 = -1036330.467826
  nChanged 165
		SP:Iteration 15Q (61584.600000 sec): 3 clusters
  Score: Raw -1039381.737151 + Penalty 2940.465489 = -1036441.271662
  nChanged 107
		SP:Iteration 16Q (61584.790000 sec): 3 clusters
  Score: Raw -1039440.410406 + Penalty 2940.465489 = -1036499.944917
  nChanged 84
		SP:Iteration 17Q (61584.990000 sec): 3 clusters
  Score: Raw -1039479.188690 + Penalty 2940.465489 = -1036538.723201
  nChanged 61
		SP:Iteration 18Q (61585.170000 sec): 3 clusters
  Score: Raw -1039505.316252 + Penalty 2940.465489 = -1036564.850763
  nChanged 43
		SP:Iteration 19Q (61585.290000 sec): 3 clusters
  Score: Raw -1039523.337407 + Penalty 2940.465489 = -1036582.871917
  nChanged 37
		SP:Iteration 20F (61585.420000 sec): 3 clusters
  Score: Raw -1039535.009629 + Penalty 2940.465489 = -1036594.544140
  nChanged 29
		SP:Iteration 21Q (61585.550000 sec): 3 clusters
  Score: Raw -1039541.921144 + Penalty 2940.465489 = -1036601.455655
  nChanged 14
		SP:Iteration 22Q (61585.680000 sec): 3 clusters
  Score: Raw -1039545.821796 + Penalty 2940.465489 = -1036605.356307
  nChanged 11
		SP:Iteration 23Q (61585.880000 sec): 3 clusters
  Score: Raw -1039547.939600 + Penalty 2940.465489 = -1036607.474111
  nChanged 5
		SP:Iteration 24Q (61586.080000 sec): 3 clusters
  Score: Raw -1039548.619868 + Penalty 2940.465489 = -1036608.154378
  nChanged 4
		SP:Iteration 25Q (61586.270000 sec): 3 clusters
  Score: Raw -1039549.304888 + Penalty 2940.465489 = -1036608.839398
  nChanged 3
		SP:Iteration 26Q (61586.470000 sec): 3 clusters
  Score: Raw -1039549.860332 + Penalty 2940.465489 = -1036609.394843
  nChanged 2
		SP:Iteration 27Q (61586.660000 sec): 3 clusters
  Score: Raw -1039550.296219 + Penalty 2940.465489 = -1036609.830730
  nChanged 2
		SP:Iteration 28Q (61586.790000 sec): 3 clusters
  Score: Raw -1039550.826722 + Penalty 2940.465489 = -1036610.361233
  nChanged 3
		SP:Iteration 29Q (61587.010000 sec): 3 clusters
  Score: Raw -1039551.339303 + Penalty 2940.465489 = -1036610.873814
  nChanged 3
		SP:Iteration 30Q (61587.210000 sec): 3 clusters
  Score: Raw -1039552.098425 + Penalty 2940.465489 = -1036611.632936
  nChanged 2
		SP:Iteration 31Q (61587.380000 sec): 3 clusters
  Score: Raw -1039552.308329 + Penalty 2940.465489 = -1036611.842840
  nChanged 1
		SP:Iteration 32Q (61587.500000 sec): 3 clusters
  Score: Raw -1039552.489999 + Penalty 2940.465489 = -1036612.024510
  nChanged 1
		SP:Iteration 33Q (61587.710000 sec): 3 clusters
  Score: Raw -1039552.688319 + Penalty 2940.465489 = -1036612.222830
  nChanged 0
		SP:Iteration 34F (61587.910000 sec): 3 clusters
  Score: Raw -1039552.688319 + Penalty 2940.465489 = -1036612.222830
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 22 (446 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (61588.030000 sec): 2 clusters
  Score: Raw -23020.465361 + Penalty 991.301830 = -22029.163531
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (61588.210000 sec): 3 clusters
  Score: Raw -23086.972343 + Penalty 1982.603659 = -21104.368683
  nChanged 120
		SP:Iteration 1F (61588.380000 sec): 3 clusters
  Score: Raw -23545.379685 + Penalty 1982.603659 = -21562.776025
  nChanged 45
		SP:Iteration 2F (61588.560000 sec): 3 clusters
  Score: Raw -23786.243482 + Penalty 1982.603659 = -21803.639823
  nChanged 29
		SP:Iteration 3F (61588.730000 sec): 3 clusters
  Score: Raw -23906.861305 + Penalty 1982.603659 = -21924.257646
  nChanged 19
		SP:Iteration 4Q (61588.910000 sec): 3 clusters
  Score: Raw -24002.073022 + Penalty 1982.603659 = -22019.469362
  nChanged 13
		SP:Iteration 5Q (61589.090000 sec): 3 clusters
  Score: Raw -24069.369532 + Penalty 1982.603659 = -22086.765873
  nChanged 11
		SP:Iteration 6Q (61589.260000 sec): 3 clusters
  Score: Raw -24138.675924 + Penalty 1982.603659 = -22156.072265
  nChanged 11
		SP:Iteration 7Q (61589.440000 sec): 3 clusters
  Score: Raw -24208.408068 + Penalty 1982.603659 = -22225.804408
  nChanged 4
		SP:Iteration 8Q (61589.610000 sec): 3 clusters
  Score: Raw -24246.789625 + Penalty 1982.603659 = -22264.185966
  nChanged 5
		SP:Iteration 9Q (61589.790000 sec): 3 clusters
  Score: Raw -24278.410843 + Penalty 1982.603659 = -22295.807184
  nChanged 0
		SP:Iteration 10F (61589.970000 sec): 3 clusters
  Score: Raw -24290.200709 + Penalty 1982.603659 = -22307.597049
  nChanged 2
		SP:Iteration 11Q (61590.140000 sec): 3 clusters
  Score: Raw -24324.008167 + Penalty 1982.603659 = -22341.404507
  nChanged 1
		SP:Iteration 12Q (61590.320000 sec): 3 clusters
  Score: Raw -24330.528257 + Penalty 1982.603659 = -22347.924598
  nChanged 1
		SP:Iteration 13Q (61590.490000 sec): 3 clusters
  Score: Raw -24331.547124 + Penalty 1982.603659 = -22348.943464
  nChanged 0
		SP:Iteration 14F (61590.670000 sec): 3 clusters
  Score: Raw -24331.547124 + Penalty 1982.603659 = -22348.943464
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 65.
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 23 (413 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (61590.710000 sec): 2 clusters
  Score: Raw -45343.879872 + Penalty 978.810234 = -44365.069638
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (61590.890000 sec): 3 clusters
  Score: Raw -45316.638086 + Penalty 1957.620468 = -43359.017618
  nChanged 95
		SP:Iteration 1F (61591.060000 sec): 3 clusters
  Score: Raw -45477.517229 + Penalty 1957.620468 = -43519.896761
  nChanged 20
		SP:Iteration 2Q (61591.240000 sec): 3 clusters
  Score: Raw -45534.806722 + Penalty 1957.620468 = -43577.186254
  nChanged 12
		SP:Iteration 3Q (61591.410000 sec): 3 clusters
  Score: Raw -45560.174664 + Penalty 1957.620468 = -43602.554196
  nChanged 8
		SP:Iteration 4Q (61591.590000 sec): 3 clusters
  Score: Raw -45572.438201 + Penalty 1957.620468 = -43614.817733
  nChanged 5
		SP:Iteration 5Q (61591.770000 sec): 3 clusters
  Score: Raw -45578.186719 + Penalty 1957.620468 = -43620.566251
  nChanged 1
		SP:Iteration 6Q (61591.900000 sec): 3 clusters
  Score: Raw -45580.733126 + Penalty 1957.620468 = -43623.112659
  nChanged 0
		SP:Iteration 7F (61592.070000 sec): 3 clusters
  Score: Raw -45580.733126 + Penalty 1957.620468 = -43623.112659
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 24 (546 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (61592.160000 sec): 2 clusters
  Score: Raw -63432.757717 + Penalty 1024.175584 = -62408.582133
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (61592.340000 sec): 3 clusters
  Score: Raw -63394.120404 + Penalty 2048.351167 = -61345.769237
  nChanged 137
		SP:Iteration 1F (61592.510000 sec): 3 clusters
  Score: Raw -63578.830637 + Penalty 2048.351167 = -61530.479470
  nChanged 40
		SP:Iteration 2F (61592.690000 sec): 3 clusters
  Score: Raw -63653.342684 + Penalty 2048.351167 = -61604.991517
  nChanged 29
		SP:Iteration 3F (61592.870000 sec): 3 clusters
  Score: Raw -63725.344632 + Penalty 2048.351167 = -61676.993465
  nChanged 27
		SP:Iteration 4Q (61593.040000 sec): 3 clusters
  Score: Raw -63807.432346 + Penalty 2048.351167 = -61759.081179
  nChanged 24
		SP:Iteration 5Q (61593.220000 sec): 3 clusters
  Score: Raw -63869.815548 + Penalty 2048.351167 = -61821.464381
  nChanged 25
		SP:Iteration 6Q (61593.390000 sec): 3 clusters
  Score: Raw -63935.064536 + Penalty 2048.351167 = -61886.713368
  nChanged 19
		SP:Iteration 7Q (61593.570000 sec): 3 clusters
  Score: Raw -63977.841587 + Penalty 2048.351167 = -61929.490420
  nChanged 11
		SP:Iteration 8Q (61593.750000 sec): 3 clusters
  Score: Raw -63996.719952 + Penalty 2048.351167 = -61948.368785
  nChanged 6
		SP:Iteration 9Q (61593.920000 sec): 3 clusters
  Score: Raw -64007.173854 + Penalty 2048.351167 = -61958.822687
  nChanged 3
		SP:Iteration 10Q (61594.100000 sec): 3 clusters
  Score: Raw -64014.349827 + Penalty 2048.351167 = -61965.998659
  nChanged 1
		SP:Iteration 11Q (61594.270000 sec): 3 clusters
  Score: Raw -64016.119497 + Penalty 2048.351167 = -61967.768330
  nChanged 1
		SP:Iteration 12Q (61594.450000 sec): 3 clusters
  Score: Raw -64016.573257 + Penalty 2048.351167 = -61968.222090
  nChanged 0
		SP:Iteration 13F (61594.630000 sec): 3 clusters
  Score: Raw -64016.573257 + Penalty 2048.351167 = -61968.222090
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 25 (5207 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (61594.740000 sec): 2 clusters
  Score: Raw -643313.801391 + Penalty 1390.635862 = -641923.165529
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (61594.920000 sec): 3 clusters
  Score: Raw -640570.861838 + Penalty 2781.271725 = -637789.590113
  nChanged 2138
		SP:Iteration 1F (61595.090000 sec): 3 clusters
  Score: Raw -641740.541473 + Penalty 2781.271725 = -638959.269748
  nChanged 392
		SP:Iteration 2F (61595.270000 sec): 3 clusters
  Score: Raw -641928.227151 + Penalty 2781.271725 = -639146.955427
  nChanged 266
		SP:Iteration 3F (61595.440000 sec): 3 clusters
  Score: Raw -642058.290597 + Penalty 2781.271725 = -639277.018872
  nChanged 213
		SP:Iteration 4Q (61595.610000 sec): 3 clusters
  Score: Raw -642158.637817 + Penalty 2781.271725 = -639377.366092
  nChanged 207
		SP:Iteration 5Q (61595.790000 sec): 3 clusters
  Score: Raw -642265.013313 + Penalty 2781.271725 = -639483.741588
  nChanged 209
		SP:Iteration 6Q (61595.960000 sec): 3 clusters
  Score: Raw -642373.954818 + Penalty 2781.271725 = -639592.683093
  nChanged 191
		SP:Iteration 7Q (61596.140000 sec): 3 clusters
  Score: Raw -642487.651491 + Penalty 2781.271725 = -639706.379766
  nChanged 199
		SP:Iteration 8Q (61596.310000 sec): 3 clusters
  Score: Raw -642613.764216 + Penalty 2781.271725 = -639832.492491
  nChanged 201
		SP:Iteration 9Q (61596.490000 sec): 3 clusters
  Score: Raw -642758.377201 + Penalty 2781.271725 = -639977.105476
  nChanged 189
		SP:Iteration 10Q (61596.660000 sec): 3 clusters
  Score: Raw -642903.152028 + Penalty 2781.271725 = -640121.880303
  nChanged 155
		SP:Iteration 11Q (61596.830000 sec): 3 clusters
  Score: Raw -643035.796538 + Penalty 2781.271725 = -640254.524813
  nChanged 152
		SP:Iteration 12Q (61597.010000 sec): 3 clusters
  Score: Raw -643172.082202 + Penalty 2781.271725 = -640390.810477
  nChanged 138
		SP:Iteration 13Q (61597.180000 sec): 3 clusters
  Score: Raw -643309.325498 + Penalty 2781.271725 = -640528.053774
  nChanged 89
		SP:Iteration 14Q (61597.360000 sec): 3 clusters
  Score: Raw -643406.836517 + Penalty 2781.271725 = -640625.564792
  nChanged 68
		SP:Iteration 15Q (61597.530000 sec): 3 clusters
  Score: Raw -643474.871193 + Penalty 2781.271725 = -640693.599468
  nChanged 36
		SP:Iteration 16Q (61597.710000 sec): 3 clusters
  Score: Raw -643517.322071 + Penalty 2781.271725 = -640736.050346
  nChanged 24
		SP:Iteration 17Q (61597.880000 sec): 3 clusters
  Score: Raw -643537.100100 + Penalty 2781.271725 = -640755.828376
  nChanged 13
		SP:Iteration 18Q (61598.060000 sec): 3 clusters
  Score: Raw -643550.297004 + Penalty 2781.271725 = -640769.025279
  nChanged 13
		SP:Iteration 19Q (61598.230000 sec): 3 clusters
  Score: Raw -643561.812662 + Penalty 2781.271725 = -640780.540937
  nChanged 13
		SP:Iteration 20F (61598.410000 sec): 3 clusters
  Score: Raw -643575.160270 + Penalty 2781.271725 = -640793.888545
  nChanged 11
		SP:Iteration 21Q (61598.580000 sec): 3 clusters
  Score: Raw -643585.399054 + Penalty 2781.271725 = -640804.127329
  nChanged 9
		SP:Iteration 22Q (61598.750000 sec): 3 clusters
  Score: Raw -643595.194511 + Penalty 2781.271725 = -640813.922786
  nChanged 12
		SP:Iteration 23Q (61598.930000 sec): 3 clusters
  Score: Raw -643605.051798 + Penalty 2781.271725 = -640823.780073
  nChanged 10
		SP:Iteration 24Q (61599.110000 sec): 3 clusters
  Score: Raw -643612.941193 + Penalty 2781.271725 = -640831.669468
  nChanged 7
		SP:Iteration 25Q (61599.280000 sec): 3 clusters
  Score: Raw -643617.359631 + Penalty 2781.271725 = -640836.087906
  nChanged 5
		SP:Iteration 26Q (61599.450000 sec): 3 clusters
  Score: Raw -643620.773557 + Penalty 2781.271725 = -640839.501832
  nChanged 6
		SP:Iteration 27Q (61599.630000 sec): 3 clusters
  Score: Raw -643625.870726 + Penalty 2781.271725 = -640844.599002
  nChanged 4
		SP:Iteration 28Q (61599.800000 sec): 3 clusters
  Score: Raw -643629.516144 + Penalty 2781.271725 = -640848.244420
  nChanged 5
		SP:Iteration 29Q (61599.980000 sec): 3 clusters
  Score: Raw -643631.526726 + Penalty 2781.271725 = -640850.255001
  nChanged 1
		SP:Iteration 30Q (61600.150000 sec): 3 clusters
  Score: Raw -643633.017126 + Penalty 2781.271725 = -640851.745401
  nChanged 1
		SP:Iteration 31Q (61600.330000 sec): 3 clusters
  Score: Raw -643633.826667 + Penalty 2781.271725 = -640852.554942
  nChanged 2
		SP:Iteration 32Q (61600.500000 sec): 3 clusters
  Score: Raw -643635.798723 + Penalty 2781.271725 = -640854.526999
  nChanged 1
		SP:Iteration 33Q (61600.680000 sec): 3 clusters
  Score: Raw -643636.768059 + Penalty 2781.271725 = -640855.496334
  nChanged 0
		SP:Iteration 34F (61600.850000 sec): 3 clusters
  Score: Raw -643636.768059 + Penalty 2781.271725 = -640855.496334
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 26 (4315 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (61600.940000 sec): 2 clusters
  Score: Raw -487742.099039 + Penalty 1360.101048 = -486381.997991
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (61601.120000 sec): 3 clusters
  Score: Raw -485527.246462 + Penalty 2720.202096 = -482807.044366
  nChanged 1725
		SP:Iteration 1F (61601.300000 sec): 3 clusters
  Score: Raw -486487.507719 + Penalty 2720.202096 = -483767.305623
  nChanged 302
		SP:Iteration 2F (61601.470000 sec): 3 clusters
  Score: Raw -486645.779077 + Penalty 2720.202096 = -483925.576980
  nChanged 220
		SP:Iteration 3F (61601.640000 sec): 3 clusters
  Score: Raw -486780.411776 + Penalty 2720.202096 = -484060.209680
  nChanged 216
		SP:Iteration 4F (61601.820000 sec): 3 clusters
  Score: Raw -486917.598280 + Penalty 2720.202096 = -484197.396184
  nChanged 209
		SP:Iteration 5Q (61602.000000 sec): 3 clusters
  Score: Raw -487078.686396 + Penalty 2720.202096 = -484358.484300
  nChanged 211
		SP:Iteration 6Q (61602.170000 sec): 3 clusters
  Score: Raw -487259.055842 + Penalty 2720.202096 = -484538.853746
  nChanged 228
		SP:Iteration 7F (61602.330000 sec): 3 clusters
  Score: Raw -487474.438554 + Penalty 2720.202096 = -484754.236458
  nChanged 220
		SP:Iteration 8F (61602.420000 sec): 3 clusters
  Score: Raw -487691.216397 + Penalty 2720.202096 = -484971.014301
  nChanged 203
		SP:Iteration 9Q (61602.500000 sec): 3 clusters
  Score: Raw -487893.556361 + Penalty 2720.202096 = -485173.354265
  nChanged 165
		SP:Iteration 10Q (61602.590000 sec): 3 clusters
  Score: Raw -488028.901273 + Penalty 2720.202096 = -485308.699177
  nChanged 133
		SP:Iteration 11Q (61602.680000 sec): 3 clusters
  Score: Raw -488129.229701 + Penalty 2720.202096 = -485409.027605
  nChanged 113
		SP:Iteration 12Q (61602.760000 sec): 3 clusters
  Score: Raw -488211.302825 + Penalty 2720.202096 = -485491.100729
  nChanged 96
		SP:Iteration 13Q (61602.850000 sec): 3 clusters
  Score: Raw -488280.875483 + Penalty 2720.202096 = -485560.673387
  nChanged 81
		SP:Iteration 14Q (61602.940000 sec): 3 clusters
  Score: Raw -488331.525373 + Penalty 2720.202096 = -485611.323277
  nChanged 60
		SP:Iteration 15Q (61603.020000 sec): 3 clusters
  Score: Raw -488363.967382 + Penalty 2720.202096 = -485643.765286
  nChanged 40
		SP:Iteration 16Q (61603.110000 sec): 3 clusters
  Score: Raw -488391.545195 + Penalty 2720.202096 = -485671.343099
  nChanged 42
		SP:Iteration 17Q (61603.200000 sec): 3 clusters
  Score: Raw -488430.737616 + Penalty 2720.202096 = -485710.535520
  nChanged 48
		SP:Iteration 18Q (61603.280000 sec): 3 clusters
  Score: Raw -488476.989096 + Penalty 2720.202096 = -485756.786999
  nChanged 55
		SP:Iteration 19Q (61603.370000 sec): 3 clusters
  Score: Raw -488534.679383 + Penalty 2720.202096 = -485814.477287
  nChanged 52
		SP:Iteration 20F (61603.460000 sec): 3 clusters
  Score: Raw -488581.238250 + Penalty 2720.202096 = -485861.036153
  nChanged 41
		SP:Iteration 21Q (61603.540000 sec): 3 clusters
  Score: Raw -488600.752766 + Penalty 2720.202096 = -485880.550670
  nChanged 38
		SP:Iteration 22Q (61603.620000 sec): 3 clusters
  Score: Raw -488621.368272 + Penalty 2720.202096 = -485901.166176
  nChanged 32
		SP:Iteration 23Q (61603.700000 sec): 3 clusters
  Score: Raw -488634.603378 + Penalty 2720.202096 = -485914.401282
  nChanged 31
		SP:Iteration 24Q (61603.770000 sec): 3 clusters
  Score: Raw -488645.065834 + Penalty 2720.202096 = -485924.863738
  nChanged 27
		SP:Iteration 25Q (61603.960000 sec): 3 clusters
  Score: Raw -488655.500017 + Penalty 2720.202096 = -485935.297921
  nChanged 27
		SP:Iteration 26Q (61604.140000 sec): 3 clusters
  Score: Raw -488665.480883 + Penalty 2720.202096 = -485945.278787
  nChanged 28
		SP:Iteration 27Q (61604.310000 sec): 3 clusters
  Score: Raw -488678.791790 + Penalty 2720.202096 = -485958.589694
  nChanged 33
		SP:Iteration 28Q (61604.490000 sec): 3 clusters
  Score: Raw -488693.850552 + Penalty 2720.202096 = -485973.648456
  nChanged 35
		SP:Iteration 29Q (61604.660000 sec): 3 clusters
  Score: Raw -488709.115221 + Penalty 2720.202096 = -485988.913125
  nChanged 36
		SP:Iteration 30Q (61604.840000 sec): 3 clusters
  Score: Raw -488724.655727 + Penalty 2720.202096 = -486004.453631
  nChanged 32
		SP:Iteration 31Q (61605.020000 sec): 3 clusters
  Score: Raw -488736.536388 + Penalty 2720.202096 = -486016.334292
  nChanged 25
		SP:Iteration 32Q (61605.190000 sec): 3 clusters
  Score: Raw -488745.451882 + Penalty 2720.202096 = -486025.249786
  nChanged 10
		SP:Iteration 33Q (61605.370000 sec): 3 clusters
  Score: Raw -488747.947105 + Penalty 2720.202096 = -486027.745009
  nChanged 14
		SP:Iteration 34Q (61605.540000 sec): 3 clusters
  Score: Raw -488752.011229 + Penalty 2720.202096 = -486031.809133
  nChanged 14
		SP:Iteration 35Q (61605.720000 sec): 3 clusters
  Score: Raw -488755.910049 + Penalty 2720.202096 = -486035.707953
  nChanged 14
		SP:Iteration 36Q (61605.900000 sec): 3 clusters
  Score: Raw -488759.591834 + Penalty 2720.202096 = -486039.389738
  nChanged 17
		SP:Iteration 37Q (61606.070000 sec): 3 clusters
  Score: Raw -488764.476038 + Penalty 2720.202096 = -486044.273942
  nChanged 19
		SP:Iteration 38Q (61606.250000 sec): 3 clusters
  Score: Raw -488769.803474 + Penalty 2720.202096 = -486049.601378
  nChanged 14
		SP:Iteration 39Q (61606.420000 sec): 3 clusters
  Score: Raw -488773.834603 + Penalty 2720.202096 = -486053.632507
  nChanged 11
		SP:Iteration 40F (61606.600000 sec): 3 clusters
  Score: Raw -488776.849143 + Penalty 2720.202096 = -486056.647046
  nChanged 9
		SP:Iteration 41Q (61606.770000 sec): 3 clusters
  Score: Raw -488779.279376 + Penalty 2720.202096 = -486059.077279
  nChanged 8
		SP:Iteration 42Q (61606.950000 sec): 3 clusters
  Score: Raw -488781.086943 + Penalty 2720.202096 = -486060.884846
  nChanged 11
		SP:Iteration 43Q (61607.120000 sec): 3 clusters
  Score: Raw -488784.986569 + Penalty 2720.202096 = -486064.784473
  nChanged 10
		SP:Iteration 44Q (61607.300000 sec): 3 clusters
  Score: Raw -488788.247940 + Penalty 2720.202096 = -486068.045844
  nChanged 7
		SP:Iteration 45Q (61607.460000 sec): 3 clusters
  Score: Raw -488791.057517 + Penalty 2720.202096 = -486070.855420
  nChanged 11
		SP:Iteration 46Q (61607.620000 sec): 3 clusters
  Score: Raw -488795.892197 + Penalty 2720.202096 = -486075.690101
  nChanged 13
		SP:Iteration 47Q (61607.780000 sec): 3 clusters
  Score: Raw -488802.798261 + Penalty 2720.202096 = -486082.596165
  nChanged 16
		SP:Iteration 48Q (61607.940000 sec): 3 clusters
  Score: Raw -488810.544555 + Penalty 2720.202096 = -486090.342459
  nChanged 27
		SP:Iteration 49Q (61608.100000 sec): 3 clusters
  Score: Raw -488821.248926 + Penalty 2720.202096 = -486101.046829
  nChanged 27
		SP:Iteration 50Q (61608.260000 sec): 3 clusters
  Score: Raw -488837.648532 + Penalty 2720.202096 = -486117.446435
  nChanged 33
		SP:Iteration 51Q (61608.420000 sec): 3 clusters
  Score: Raw -488852.918708 + Penalty 2720.202096 = -486132.716612
  nChanged 35
		SP:Iteration 52Q (61608.580000 sec): 3 clusters
  Score: Raw -488869.208110 + Penalty 2720.202096 = -486149.006013
  nChanged 40
		SP:Iteration 53Q (61608.760000 sec): 3 clusters
  Score: Raw -488891.883193 + Penalty 2720.202096 = -486171.681097
  nChanged 47
		SP:Iteration 54Q (61608.940000 sec): 3 clusters
  Score: Raw -488919.772439 + Penalty 2720.202096 = -486199.570343
  nChanged 37
		SP:Iteration 55Q (61609.110000 sec): 3 clusters
  Score: Raw -488945.304203 + Penalty 2720.202096 = -486225.102106
  nChanged 45
		SP:Iteration 56Q (61609.290000 sec): 3 clusters
  Score: Raw -488970.904611 + Penalty 2720.202096 = -486250.702515
  nChanged 42
		SP:Iteration 57Q (61609.460000 sec): 3 clusters
  Score: Raw -488986.697030 + Penalty 2720.202096 = -486266.494934
  nChanged 18
		SP:Iteration 58Q (61609.640000 sec): 3 clusters
  Score: Raw -488991.202311 + Penalty 2720.202096 = -486271.000215
  nChanged 12
		SP:Iteration 59Q (61609.810000 sec): 3 clusters
  Score: Raw -488993.216156 + Penalty 2720.202096 = -486273.014060
  nChanged 3
		SP:Iteration 60F (61609.990000 sec): 3 clusters
  Score: Raw -488993.946762 + Penalty 2720.202096 = -486273.744666
  nChanged 3
		SP:Iteration 61Q (61610.160000 sec): 3 clusters
  Score: Raw -488994.766932 + Penalty 2720.202096 = -486274.564835
  nChanged 1
		SP:Iteration 62Q (61610.340000 sec): 3 clusters
  Score: Raw -488994.835625 + Penalty 2720.202096 = -486274.633529
  nChanged 0
		SP:Iteration 63F (61610.520000 sec): 3 clusters
  Score: Raw -488994.835625 + Penalty 2720.202096 = -486274.633529
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 27 (1245 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (61610.600000 sec): 2 clusters
  Score: Raw -147294.125407 + Penalty 1158.119756 = -146136.005651
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (61610.780000 sec): 3 clusters
  Score: Raw -146856.902695 + Penalty 2316.239513 = -144540.663182
  nChanged 389
		SP:Iteration 1F (61610.950000 sec): 3 clusters
  Score: Raw -147213.581996 + Penalty 2316.239513 = -144897.342484
  nChanged 111
		SP:Iteration 2F (61611.130000 sec): 3 clusters
  Score: Raw -147345.217168 + Penalty 2316.239513 = -145028.977655
  nChanged 71
		SP:Iteration 3F (61611.300000 sec): 3 clusters
  Score: Raw -147452.475738 + Penalty 2316.239513 = -145136.236225
  nChanged 47
		SP:Iteration 4Q (61611.480000 sec): 3 clusters
  Score: Raw -147522.902905 + Penalty 2316.239513 = -145206.663392
  nChanged 51
		SP:Iteration 5Q (61611.660000 sec): 3 clusters
  Score: Raw -147572.620080 + Penalty 2316.239513 = -145256.380567
  nChanged 41
		SP:Iteration 6Q (61611.830000 sec): 3 clusters
  Score: Raw -147618.469244 + Penalty 2316.239513 = -145302.229731
  nChanged 29
		SP:Iteration 7Q (61612.010000 sec): 3 clusters
  Score: Raw -147646.949848 + Penalty 2316.239513 = -145330.710335
  nChanged 21
		SP:Iteration 8Q (61612.180000 sec): 3 clusters
  Score: Raw -147673.644391 + Penalty 2316.239513 = -145357.404878
  nChanged 21
		SP:Iteration 9Q (61612.360000 sec): 3 clusters
  Score: Raw -147705.500578 + Penalty 2316.239513 = -145389.261065
  nChanged 20
		SP:Iteration 10Q (61612.540000 sec): 3 clusters
  Score: Raw -147731.205212 + Penalty 2316.239513 = -145414.965699
  nChanged 17
		SP:Iteration 11Q (61612.710000 sec): 3 clusters
  Score: Raw -147777.387719 + Penalty 2316.239513 = -145461.148207
  nChanged 21
		SP:Iteration 12Q (61612.880000 sec): 3 clusters
  Score: Raw -147829.235928 + Penalty 2316.239513 = -145512.996415
  nChanged 13
		SP:Iteration 13Q (61613.060000 sec): 3 clusters
  Score: Raw -147852.540780 + Penalty 2316.239513 = -145536.301267
  nChanged 9
		SP:Iteration 14Q (61613.240000 sec): 3 clusters
  Score: Raw -147889.275433 + Penalty 2316.239513 = -145573.035920
  nChanged 10
		SP:Iteration 15Q (61613.410000 sec): 3 clusters
  Score: Raw -147910.646209 + Penalty 2316.239513 = -145594.406696
  nChanged 9
		SP:Iteration 16Q (61613.590000 sec): 3 clusters
  Score: Raw -147922.065888 + Penalty 2316.239513 = -145605.826376
  nChanged 6
		SP:Iteration 17Q (61613.760000 sec): 3 clusters
  Score: Raw -147930.843571 + Penalty 2316.239513 = -145614.604058
  nChanged 2
		SP:Iteration 18Q (61613.940000 sec): 3 clusters
  Score: Raw -147932.569690 + Penalty 2316.239513 = -145616.330177
  nChanged 2
		SP:Iteration 19Q (61614.120000 sec): 3 clusters
  Score: Raw -147933.860502 + Penalty 2316.239513 = -145617.620989
  nChanged 2
		SP:Iteration 20F (61614.290000 sec): 3 clusters
  Score: Raw -147939.914232 + Penalty 2316.239513 = -145623.674719
  nChanged 1
		SP:Iteration 21Q (61614.470000 sec): 3 clusters
  Score: Raw -147942.181766 + Penalty 2316.239513 = -145625.942253
  nChanged 1
		SP:Iteration 22Q (61614.640000 sec): 3 clusters
  Score: Raw -147943.054851 + Penalty 2316.239513 = -145626.815338
  nChanged 0
		SP:Iteration 23F (61614.820000 sec): 3 clusters
  Score: Raw -147943.054851 + Penalty 2316.239513 = -145626.815338
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 28 (533 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (61614.900000 sec): 2 clusters
  Score: Raw -65486.769550 + Penalty 1020.259731 = -64466.509819
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (61615.070000 sec): 3 clusters
  Score: Raw -65383.281390 + Penalty 2040.519463 = -63342.761927
  nChanged 113
		SP:Iteration 1F (61615.240000 sec): 3 clusters
  Score: Raw -65533.488567 + Penalty 2040.519463 = -63492.969104
  nChanged 23
		SP:Iteration 2Q (61615.400000 sec): 3 clusters
  Score: Raw -65568.747849 + Penalty 2040.519463 = -63528.228386
  nChanged 15
		SP:Iteration 3Q (61615.560000 sec): 3 clusters
  Score: Raw -65594.253106 + Penalty 2040.519463 = -63553.733643
  nChanged 7
		SP:Iteration 4Q (61615.730000 sec): 3 clusters
  Score: Raw -65605.126751 + Penalty 2040.519463 = -63564.607288
  nChanged 4
		SP:Iteration 5Q (61615.890000 sec): 3 clusters
  Score: Raw -65614.834510 + Penalty 2040.519463 = -63574.315048
  nChanged 9
		SP:Iteration 6Q (61616.050000 sec): 3 clusters
  Score: Raw -65625.495697 + Penalty 2040.519463 = -63584.976234
  nChanged 3
		SP:Iteration 7Q (61616.190000 sec): 3 clusters
  Score: Raw -65627.532663 + Penalty 2040.519463 = -63587.013200
  nChanged 1
		SP:Iteration 8Q (61616.370000 sec): 3 clusters
  Score: Raw -65627.951441 + Penalty 2040.519463 = -63587.431978
  nChanged 0
		SP:Iteration 9F (61616.540000 sec): 3 clusters
  Score: Raw -65627.951441 + Penalty 2040.519463 = -63587.431978
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 29 (245 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (61616.630000 sec): 2 clusters
  Score: Raw -26531.062873 + Penalty 893.954459 = -25637.108414
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (61616.800000 sec): 3 clusters
  Score: Raw -26606.498277 + Penalty 1787.908918 = -24818.589359
  nChanged 39
		SP:Iteration 1F (61616.980000 sec): 3 clusters
  Score: Raw -26698.476222 + Penalty 1787.908918 = -24910.567304
  nChanged 8
		SP:Iteration 2Q (61617.160000 sec): 3 clusters
  Score: Raw -26726.311386 + Penalty 1787.908918 = -24938.402468
  nChanged 6
		SP:Iteration 3Q (61617.330000 sec): 3 clusters
  Score: Raw -26742.795041 + Penalty 1787.908918 = -24954.886122
  nChanged 3
		SP:Iteration 4Q (61617.510000 sec): 3 clusters
  Score: Raw -26780.493482 + Penalty 1787.908918 = -24992.584564
  nChanged 4
		SP:Iteration 5Q (61617.680000 sec): 3 clusters
  Score: Raw -26791.589226 + Penalty 1787.908918 = -25003.680308
  nChanged 0
		SP:Iteration 6F (61617.860000 sec): 3 clusters
  Score: Raw -26791.589226 + Penalty 1787.908918 = -25003.680308
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 30 (2020 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (61617.940000 sec): 2 clusters
  Score: Raw -238888.484715 + Penalty 1236.763578 = -237651.721136
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (61618.120000 sec): 3 clusters
  Score: Raw -238028.666913 + Penalty 2473.527157 = -235555.139756
  nChanged 704
		SP:Iteration 1F (61618.250000 sec): 3 clusters
  Score: Raw -238469.584502 + Penalty 2473.527157 = -235996.057345
  nChanged 142
		SP:Iteration 2F (61618.430000 sec): 3 clusters
  Score: Raw -238574.039396 + Penalty 2473.527157 = -236100.512239
  nChanged 90
		SP:Iteration 3Q (61618.600000 sec): 3 clusters
  Score: Raw -238656.516307 + Penalty 2473.527157 = -236182.989150
  nChanged 85
		SP:Iteration 4Q (61618.780000 sec): 3 clusters
  Score: Raw -238723.343696 + Penalty 2473.527157 = -236249.816539
  nChanged 73
		SP:Iteration 5Q (61618.960000 sec): 3 clusters
  Score: Raw -238776.223925 + Penalty 2473.527157 = -236302.696768
  nChanged 70
		SP:Iteration 6Q (61619.130000 sec): 3 clusters
  Score: Raw -238829.984350 + Penalty 2473.527157 = -236356.457193
  nChanged 59
		SP:Iteration 7Q (61619.310000 sec): 3 clusters
  Score: Raw -238870.645180 + Penalty 2473.527157 = -236397.118023
  nChanged 46
		SP:Iteration 8Q (61619.480000 sec): 3 clusters
  Score: Raw -238901.879567 + Penalty 2473.527157 = -236428.352410
  nChanged 42
		SP:Iteration 9Q (61619.660000 sec): 3 clusters
  Score: Raw -238935.667987 + Penalty 2473.527157 = -236462.140831
  nChanged 40
		SP:Iteration 10Q (61619.840000 sec): 3 clusters
  Score: Raw -238966.551116 + Penalty 2473.527157 = -236493.023959
  nChanged 39
		SP:Iteration 11Q (61620.010000 sec): 3 clusters
  Score: Raw -238998.831325 + Penalty 2473.527157 = -236525.304169
  nChanged 43
		SP:Iteration 12Q (61620.180000 sec): 3 clusters
  Score: Raw -239028.293418 + Penalty 2473.527157 = -236554.766261
  nChanged 27
		SP:Iteration 13Q (61620.360000 sec): 3 clusters
  Score: Raw -239046.130153 + Penalty 2473.527157 = -236572.602996
  nChanged 30
		SP:Iteration 14Q (61620.540000 sec): 3 clusters
  Score: Raw -239068.058514 + Penalty 2473.527157 = -236594.531357
  nChanged 18
		SP:Iteration 15Q (61620.710000 sec): 3 clusters
  Score: Raw -239081.545732 + Penalty 2473.527157 = -236608.018575
  nChanged 29
		SP:Iteration 16Q (61620.890000 sec): 3 clusters
  Score: Raw -239106.393276 + Penalty 2473.527157 = -236632.866119
  nChanged 36
		SP:Iteration 17Q (61621.060000 sec): 3 clusters
  Score: Raw -239128.682602 + Penalty 2473.527157 = -236655.155445
  nChanged 22
		SP:Iteration 18Q (61621.240000 sec): 3 clusters
  Score: Raw -239141.982085 + Penalty 2473.527157 = -236668.454929
  nChanged 23
		SP:Iteration 19Q (61621.420000 sec): 3 clusters
  Score: Raw -239157.337858 + Penalty 2473.527157 = -236683.810701
  nChanged 20
		SP:Iteration 20F (61621.590000 sec): 3 clusters
  Score: Raw -239171.736471 + Penalty 2473.527157 = -236698.209314
  nChanged 23
		SP:Iteration 21Q (61621.770000 sec): 3 clusters
  Score: Raw -239191.852229 + Penalty 2473.527157 = -236718.325072
  nChanged 25
		SP:Iteration 22Q (61621.940000 sec): 3 clusters
  Score: Raw -239211.958363 + Penalty 2473.527157 = -236738.431207
  nChanged 27
		SP:Iteration 23Q (61622.120000 sec): 3 clusters
  Score: Raw -239232.037784 + Penalty 2473.527157 = -236758.510627
  nChanged 25
		SP:Iteration 24Q (61622.300000 sec): 3 clusters
  Score: Raw -239251.680878 + Penalty 2473.527157 = -236778.153721
  nChanged 21
		SP:Iteration 25Q (61622.470000 sec): 3 clusters
  Score: Raw -239269.850957 + Penalty 2473.527157 = -236796.323800
  nChanged 21
		SP:Iteration 26Q (61622.650000 sec): 3 clusters
  Score: Raw -239288.876378 + Penalty 2473.527157 = -236815.349221
  nChanged 15
		SP:Iteration 27Q (61622.820000 sec): 3 clusters
  Score: Raw -239303.195640 + Penalty 2473.527157 = -236829.668483
  nChanged 16
		SP:Iteration 28Q (61623.000000 sec): 3 clusters
  Score: Raw -239320.821925 + Penalty 2473.527157 = -236847.294768
  nChanged 17
		SP:Iteration 29Q (61623.180000 sec): 3 clusters
  Score: Raw -239340.415495 + Penalty 2473.527157 = -236866.888338
  nChanged 27
		SP:Iteration 30Q (61623.350000 sec): 3 clusters
  Score: Raw -239375.511893 + Penalty 2473.527157 = -236901.984736
  nChanged 25
		SP:Iteration 31Q (61623.530000 sec): 3 clusters
  Score: Raw -239410.827354 + Penalty 2473.527157 = -236937.300197
  nChanged 25
		SP:Iteration 32Q (61623.700000 sec): 3 clusters
  Score: Raw -239444.075624 + Penalty 2473.527157 = -236970.548467
  nChanged 20
		SP:Iteration 33Q (61623.880000 sec): 3 clusters
  Score: Raw -239462.608198 + Penalty 2473.527157 = -236989.081041
  nChanged 12
		SP:Iteration 34Q (61624.060000 sec): 3 clusters
  Score: Raw -239469.833936 + Penalty 2473.527157 = -236996.306779
  nChanged 6
		SP:Iteration 35Q (61624.230000 sec): 3 clusters
  Score: Raw -239476.102789 + Penalty 2473.527157 = -237002.575632
  nChanged 4
		SP:Iteration 36Q (61624.410000 sec): 3 clusters
  Score: Raw -239478.972454 + Penalty 2473.527157 = -237005.445297
  nChanged 4
		SP:Iteration 37Q (61624.580000 sec): 3 clusters
  Score: Raw -239481.575922 + Penalty 2473.527157 = -237008.048765
  nChanged 2
		SP:Iteration 38Q (61624.760000 sec): 3 clusters
  Score: Raw -239482.775131 + Penalty 2473.527157 = -237009.247974
  nChanged 2
		SP:Iteration 39Q (61624.930000 sec): 3 clusters
  Score: Raw -239485.275971 + Penalty 2473.527157 = -237011.748814
  nChanged 4
		SP:Iteration 40F (61625.110000 sec): 3 clusters
  Score: Raw -239487.524986 + Penalty 2473.527157 = -237013.997829
  nChanged 2
		SP:Iteration 41Q (61625.280000 sec): 3 clusters
  Score: Raw -239488.080711 + Penalty 2473.527157 = -237014.553554
  nChanged 2
		SP:Iteration 42Q (61625.460000 sec): 3 clusters
  Score: Raw -239489.511521 + Penalty 2473.527157 = -237015.984364
  nChanged 0
		SP:Iteration 43F (61625.640000 sec): 3 clusters
  Score: Raw -239489.511521 + Penalty 2473.527157 = -237015.984364
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 31 (6160 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (61625.750000 sec): 2 clusters
  Score: Raw -820737.833290 + Penalty 1417.947709 = -819319.885581
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (61626.010000 sec): 3 clusters
  Score: Raw -817450.513327 + Penalty 2835.895418 = -814614.617909
  nChanged 2509
		SP:Iteration 1F (61626.170000 sec): 3 clusters
  Score: Raw -818782.720049 + Penalty 2835.895418 = -815946.824631
  nChanged 388
		SP:Iteration 2F (61626.380000 sec): 3 clusters
  Score: Raw -818957.789646 + Penalty 2835.895418 = -816121.894228
  nChanged 307
		SP:Iteration 3Q (61626.540000 sec): 3 clusters
  Score: Raw -819111.650278 + Penalty 2835.895418 = -816275.754860
  nChanged 291
		SP:Iteration 4Q (61626.730000 sec): 3 clusters
  Score: Raw -819276.437317 + Penalty 2835.895418 = -816440.541899
  nChanged 283
		SP:Iteration 5Q (61626.900000 sec): 3 clusters
  Score: Raw -819409.190879 + Penalty 2835.895418 = -816573.295461
  nChanged 229
		SP:Iteration 6Q (61627.070000 sec): 3 clusters
  Score: Raw -819513.515575 + Penalty 2835.895418 = -816677.620157
  nChanged 216
		SP:Iteration 7Q (61627.230000 sec): 3 clusters
  Score: Raw -819622.003932 + Penalty 2835.895418 = -816786.108514
  nChanged 214
		SP:Iteration 8Q (61627.440000 sec): 3 clusters
  Score: Raw -819728.921146 + Penalty 2835.895418 = -816893.025727
  nChanged 210
		SP:Iteration 9Q (61627.600000 sec): 3 clusters
  Score: Raw -819826.664064 + Penalty 2835.895418 = -816990.768645
  nChanged 189
		SP:Iteration 10Q (61627.770000 sec): 3 clusters
  Score: Raw -819914.556772 + Penalty 2835.895418 = -817078.661354
  nChanged 181
		SP:Iteration 11Q (61627.940000 sec): 3 clusters
  Score: Raw -820007.777724 + Penalty 2835.895418 = -817171.882306
  nChanged 167
		SP:Iteration 12Q (61628.100000 sec): 3 clusters
  Score: Raw -820075.761802 + Penalty 2835.895418 = -817239.866384
  nChanged 121
		SP:Iteration 13Q (61628.300000 sec): 3 clusters
  Score: Raw -820118.594664 + Penalty 2835.895418 = -817282.699246
  nChanged 93
		SP:Iteration 14Q (61628.400000 sec): 3 clusters
  Score: Raw -820145.733352 + Penalty 2835.895418 = -817309.837934
  nChanged 82
		SP:Iteration 15Q (61628.500000 sec): 3 clusters
  Score: Raw -820176.994748 + Penalty 2835.895418 = -817341.099329
  nChanged 96
		SP:Iteration 16Q (61628.600000 sec): 3 clusters
  Score: Raw -820212.045998 + Penalty 2835.895418 = -817376.150580
  nChanged 87
		SP:Iteration 17Q (61628.700000 sec): 3 clusters
  Score: Raw -820241.903822 + Penalty 2835.895418 = -817406.008403
  nChanged 92
		SP:Iteration 18Q (61628.800000 sec): 3 clusters
  Score: Raw -820274.328880 + Penalty 2835.895418 = -817438.433462
  nChanged 80
		SP:Iteration 19Q (61628.900000 sec): 3 clusters
  Score: Raw -820306.236710 + Penalty 2835.895418 = -817470.341291
  nChanged 80
		SP:Iteration 20F (61629.000000 sec): 3 clusters
  Score: Raw -820332.404614 + Penalty 2835.895418 = -817496.509195
  nChanged 57
		SP:Iteration 21Q (61629.190000 sec): 3 clusters
  Score: Raw -820345.575135 + Penalty 2835.895418 = -817509.679717
  nChanged 46
		SP:Iteration 22Q (61629.400000 sec): 3 clusters
  Score: Raw -820356.345440 + Penalty 2835.895418 = -817520.450022
  nChanged 33
		SP:Iteration 23Q (61629.540000 sec): 3 clusters
  Score: Raw -820365.811320 + Penalty 2835.895418 = -817529.915901
  nChanged 33
		SP:Iteration 24Q (61629.710000 sec): 3 clusters
  Score: Raw -820373.124191 + Penalty 2835.895418 = -817537.228772
  nChanged 40
		SP:Iteration 25Q (61629.880000 sec): 3 clusters
  Score: Raw -820383.195620 + Penalty 2835.895418 = -817547.300202
  nChanged 30
		SP:Iteration 26Q (61630.040000 sec): 3 clusters
  Score: Raw -820391.353064 + Penalty 2835.895418 = -817555.457646
  nChanged 29
		SP:Iteration 27Q (61630.200000 sec): 3 clusters
  Score: Raw -820400.357142 + Penalty 2835.895418 = -817564.461724
  nChanged 26
		SP:Iteration 28Q (61630.370000 sec): 3 clusters
  Score: Raw -820405.231314 + Penalty 2835.895418 = -817569.335895
  nChanged 19
		SP:Iteration 29Q (61630.530000 sec): 3 clusters
  Score: Raw -820408.564060 + Penalty 2835.895418 = -817572.668642
  nChanged 22
		SP:Iteration 30Q (61630.640000 sec): 3 clusters
  Score: Raw -820412.650741 + Penalty 2835.895418 = -817576.755323
  nChanged 21
		SP:Iteration 31Q (61630.740000 sec): 3 clusters
  Score: Raw -820417.021324 + Penalty 2835.895418 = -817581.125905
  nChanged 24
		SP:Iteration 32Q (61630.940000 sec): 3 clusters
  Score: Raw -820422.380773 + Penalty 2835.895418 = -817586.485354
  nChanged 26
		SP:Iteration 33Q (61631.040000 sec): 3 clusters
  Score: Raw -820427.421648 + Penalty 2835.895418 = -817591.526229
  nChanged 20
		SP:Iteration 34Q (61631.150000 sec): 3 clusters
  Score: Raw -820431.535724 + Penalty 2835.895418 = -817595.640306
  nChanged 17
		SP:Iteration 35Q (61631.340000 sec): 3 clusters
  Score: Raw -820435.243376 + Penalty 2835.895418 = -817599.347958
  nChanged 15
		SP:Iteration 36Q (61631.440000 sec): 3 clusters
  Score: Raw -820437.596476 + Penalty 2835.895418 = -817601.701058
  nChanged 9
		SP:Iteration 37Q (61631.650000 sec): 3 clusters
  Score: Raw -820439.698277 + Penalty 2835.895418 = -817603.802859
  nChanged 13
		SP:Iteration 38Q (61631.860000 sec): 3 clusters
  Score: Raw -820442.127744 + Penalty 2835.895418 = -817606.232325
  nChanged 14
		SP:Iteration 39Q (61632.050000 sec): 3 clusters
  Score: Raw -820445.029930 + Penalty 2835.895418 = -817609.134512
  nChanged 14
		SP:Iteration 40F (61632.260000 sec): 3 clusters
  Score: Raw -820447.814255 + Penalty 2835.895418 = -817611.918837
  nChanged 12
		SP:Iteration 41Q (61632.430000 sec): 3 clusters
  Score: Raw -820450.231706 + Penalty 2835.895418 = -817614.336288
  nChanged 12
		SP:Iteration 42Q (61632.610000 sec): 3 clusters
  Score: Raw -820452.676870 + Penalty 2835.895418 = -817616.781451
  nChanged 14
		SP:Iteration 43Q (61632.790000 sec): 3 clusters
  Score: Raw -820455.483428 + Penalty 2835.895418 = -817619.588009
  nChanged 13
		SP:Iteration 44Q (61632.950000 sec): 3 clusters
  Score: Raw -820457.868514 + Penalty 2835.895418 = -817621.973096
  nChanged 15
		SP:Iteration 45Q (61633.160000 sec): 3 clusters
  Score: Raw -820459.991734 + Penalty 2835.895418 = -817624.096316
  nChanged 10
		SP:Iteration 46Q (61633.370000 sec): 3 clusters
  Score: Raw -820461.140247 + Penalty 2835.895418 = -817625.244828
  nChanged 5
		SP:Iteration 47Q (61633.540000 sec): 3 clusters
  Score: Raw -820461.886378 + Penalty 2835.895418 = -817625.990960
  nChanged 2
		SP:Iteration 48Q (61633.680000 sec): 3 clusters
  Score: Raw -820462.455624 + Penalty 2835.895418 = -817626.560205
  nChanged 2
		SP:Iteration 49Q (61633.880000 sec): 3 clusters
  Score: Raw -820462.777369 + Penalty 2835.895418 = -817626.881950
  nChanged 2
		SP:Iteration 50Q (61634.050000 sec): 3 clusters
  Score: Raw -820463.072751 + Penalty 2835.895418 = -817627.177332
  nChanged 2
		SP:Iteration 51Q (61634.210000 sec): 3 clusters
  Score: Raw -820463.289162 + Penalty 2835.895418 = -817627.393744
  nChanged 1
		SP:Iteration 52Q (61634.380000 sec): 3 clusters
  Score: Raw -820463.424071 + Penalty 2835.895418 = -817627.528653
  nChanged 2
		SP:Iteration 53Q (61634.540000 sec): 3 clusters
  Score: Raw -820463.687972 + Penalty 2835.895418 = -817627.792554
  nChanged 1
		SP:Iteration 54Q (61634.710000 sec): 3 clusters
  Score: Raw -820463.870605 + Penalty 2835.895418 = -817627.975186
  nChanged 0
		SP:Iteration 55F (61634.870000 sec): 3 clusters
  Score: Raw -820463.870605 + Penalty 2835.895418 = -817627.975186
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 32 (206 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (61634.950000 sec): 2 clusters
  Score: Raw -23228.450119 + Penalty 865.779877 = -22362.670241
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (61635.120000 sec): 3 clusters
  Score: Raw -23328.698717 + Penalty 1731.559755 = -21597.138962
  nChanged 21
		SP:Iteration 1F (61635.250000 sec): 3 clusters
  Score: Raw -23415.840195 + Penalty 1731.559755 = -21684.280440
  nChanged 9
		SP:Iteration 2Q (61635.250000 sec): 3 clusters
  Score: Raw -23448.616640 + Penalty 1731.559755 = -21717.056885
  nChanged 2
		SP:Iteration 3Q (61635.250000 sec): 3 clusters
  Score: Raw -23453.881794 + Penalty 1731.559755 = -21722.322039
  nChanged 1
		SP:Iteration 4Q (61635.260000 sec): 3 clusters
  Score: Raw -23457.230199 + Penalty 1731.559755 = -21725.670444
  nChanged 0
		SP:Iteration 5F (61635.270000 sec): 3 clusters
  Score: Raw -23457.230199 + Penalty 1731.559755 = -21725.670444
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 33 (331 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (61635.310000 sec): 2 clusters
  Score: Raw -30299.360363 + Penalty 942.844236 = -29356.516127
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (61635.320000 sec): 3 clusters
  Score: Raw -30394.662018 + Penalty 1885.688472 = -28508.973546
  nChanged 77
		SP:Iteration 1F (61635.330000 sec): 3 clusters
  Score: Raw -30627.452049 + Penalty 1885.688472 = -28741.763577
  nChanged 34
		SP:Iteration 2F (61635.330000 sec): 3 clusters
  Score: Raw -30828.322483 + Penalty 1885.688472 = -28942.634011
  nChanged 17
		SP:Iteration 3F (61635.340000 sec): 3 clusters
  Score: Raw -30948.800411 + Penalty 1885.688472 = -29063.111939
  nChanged 15
		SP:Iteration 4Q (61635.350000 sec): 3 clusters
  Score: Raw -31060.118051 + Penalty 1885.688472 = -29174.429579
  nChanged 10
		SP:Iteration 5Q (61635.360000 sec): 3 clusters
  Score: Raw -31094.267127 + Penalty 1885.688472 = -29208.578655
  nChanged 5
		SP:Iteration 6Q (61635.370000 sec): 3 clusters
  Score: Raw -31117.954120 + Penalty 1885.688472 = -29232.265648
  nChanged 3
		SP:Iteration 7Q (61635.370000 sec): 3 clusters
  Score: Raw -31132.236849 + Penalty 1885.688472 = -29246.548377
  nChanged 3
		SP:Iteration 8Q (61635.380000 sec): 3 clusters
  Score: Raw -31139.682634 + Penalty 1885.688472 = -29253.994162
  nChanged 1
		SP:Iteration 9Q (61635.390000 sec): 3 clusters
  Score: Raw -31141.784659 + Penalty 1885.688472 = -29256.096187
  nChanged 1
		SP:Iteration 10Q (61635.400000 sec): 3 clusters
  Score: Raw -31143.134608 + Penalty 1885.688472 = -29257.446136
  nChanged 0
		SP:Iteration 11F (61635.410000 sec): 3 clusters
  Score: Raw -31145.117202 + Penalty 1885.688472 = -29259.428730
  nChanged 1
		SP:Iteration 12Q (61635.410000 sec): 3 clusters
  Score: Raw -31151.519602 + Penalty 1885.688472 = -29265.831130
  nChanged 0
		SP:Iteration 13F (61635.420000 sec): 3 clusters
  Score: Raw -31151.519602 + Penalty 1885.688472 = -29265.831130
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 34 (14840 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (61635.560000 sec): 2 clusters
  Score: Raw -1790658.292664 + Penalty 1560.825746 = -1789097.466918
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (61635.870000 sec): 3 clusters
  Score: Raw -1781913.865527 + Penalty 3121.651493 = -1778792.214034
  nChanged 6558
		SP:Iteration 1F (61636.140000 sec): 3 clusters
  Score: Raw -1785420.361937 + Penalty 3121.651493 = -1782298.710444
  nChanged 772
		SP:Iteration 2F (61636.410000 sec): 3 clusters
  Score: Raw -1785703.799839 + Penalty 3121.651493 = -1782582.148346
  nChanged 669
		SP:Iteration 3Q (61636.720000 sec): 3 clusters
  Score: Raw -1785965.251596 + Penalty 3121.651493 = -1782843.600103
  nChanged 682
		SP:Iteration 4Q (61636.990000 sec): 3 clusters
  Score: Raw -1786233.536762 + Penalty 3121.651493 = -1783111.885270
  nChanged 644
		SP:Iteration 5Q (61637.270000 sec): 3 clusters
  Score: Raw -1786496.417997 + Penalty 3121.651493 = -1783374.766504
  nChanged 620
		SP:Iteration 6Q (61637.510000 sec): 3 clusters
  Score: Raw -1786751.967763 + Penalty 3121.651493 = -1783630.316270
  nChanged 602
		SP:Iteration 7Q (61637.770000 sec): 3 clusters
  Score: Raw -1786996.545125 + Penalty 3121.651493 = -1783874.893632
  nChanged 605
		SP:Iteration 8Q (61638.050000 sec): 3 clusters
  Score: Raw -1787266.249087 + Penalty 3121.651493 = -1784144.597594
  nChanged 610
		SP:Iteration 9Q (61638.320000 sec): 3 clusters
  Score: Raw -1787555.740902 + Penalty 3121.651493 = -1784434.089409
  nChanged 591
		SP:Iteration 10Q (61638.590000 sec): 3 clusters
  Score: Raw -1787857.134320 + Penalty 3121.651493 = -1784735.482827
  nChanged 584
		SP:Iteration 11Q (61638.870000 sec): 3 clusters
  Score: Raw -1788149.184290 + Penalty 3121.651493 = -1785027.532797
  nChanged 529
		SP:Iteration 12Q (61639.140000 sec): 3 clusters
  Score: Raw -1788421.378047 + Penalty 3121.651493 = -1785299.726554
  nChanged 482
		SP:Iteration 13Q (61639.410000 sec): 3 clusters
  Score: Raw -1788698.662751 + Penalty 3121.651493 = -1785577.011258
  nChanged 451
		SP:Iteration 14Q (61639.680000 sec): 3 clusters
  Score: Raw -1788997.675405 + Penalty 3121.651493 = -1785876.023912
  nChanged 452
		SP:Iteration 15Q (61639.880000 sec): 3 clusters
  Score: Raw -1789331.605516 + Penalty 3121.651493 = -1786209.954023
  nChanged 392
		SP:Iteration 16Q (61640.110000 sec): 3 clusters
  Score: Raw -1789644.092488 + Penalty 3121.651493 = -1786522.440995
  nChanged 338
		SP:Iteration 17Q (61640.420000 sec): 3 clusters
  Score: Raw -1789912.857999 + Penalty 3121.651493 = -1786791.206506
  nChanged 255
		SP:Iteration 18Q (61640.690000 sec): 3 clusters
  Score: Raw -1790088.390058 + Penalty 3121.651493 = -1786966.738565
  nChanged 210
		SP:Iteration 19Q (61640.930000 sec): 3 clusters
  Score: Raw -1790221.156333 + Penalty 3121.651493 = -1787099.504840
  nChanged 154
		SP:Iteration 20F (61641.200000 sec): 3 clusters
  Score: Raw -1790303.296428 + Penalty 3121.651493 = -1787181.644935
  nChanged 115
		SP:Iteration 21Q (61641.470000 sec): 3 clusters
  Score: Raw -1790354.261507 + Penalty 3121.651493 = -1787232.610015
  nChanged 100
		SP:Iteration 22Q (61641.660000 sec): 3 clusters
  Score: Raw -1790400.947180 + Penalty 3121.651493 = -1787279.295687
  nChanged 79
		SP:Iteration 23Q (61641.970000 sec): 3 clusters
  Score: Raw -1790431.926234 + Penalty 3121.651493 = -1787310.274741
  nChanged 66
		SP:Iteration 24Q (61642.240000 sec): 3 clusters
  Score: Raw -1790460.044277 + Penalty 3121.651493 = -1787338.392784
  nChanged 60
		SP:Iteration 25Q (61642.410000 sec): 3 clusters
  Score: Raw -1790484.490820 + Penalty 3121.651493 = -1787362.839327
  nChanged 53
		SP:Iteration 26Q (61642.630000 sec): 3 clusters
  Score: Raw -1790506.291079 + Penalty 3121.651493 = -1787384.639586
  nChanged 43
		SP:Iteration 27Q (61642.930000 sec): 3 clusters
  Score: Raw -1790520.762570 + Penalty 3121.651493 = -1787399.111077
  nChanged 30
		SP:Iteration 28Q (61643.210000 sec): 3 clusters
  Score: Raw -1790532.394662 + Penalty 3121.651493 = -1787410.743169
  nChanged 36
		SP:Iteration 29Q (61643.400000 sec): 3 clusters
  Score: Raw -1790543.408923 + Penalty 3121.651493 = -1787421.757430
  nChanged 34
		SP:Iteration 30Q (61643.570000 sec): 3 clusters
  Score: Raw -1790555.427449 + Penalty 3121.651493 = -1787433.775956
  nChanged 29
		SP:Iteration 31Q (61643.860000 sec): 3 clusters
  Score: Raw -1790562.265941 + Penalty 3121.651493 = -1787440.614448
  nChanged 16
		SP:Iteration 32Q (61644.130000 sec): 3 clusters
  Score: Raw -1790567.479497 + Penalty 3121.651493 = -1787445.828004
  nChanged 17
		SP:Iteration 33Q (61644.360000 sec): 3 clusters
  Score: Raw -1790573.228228 + Penalty 3121.651493 = -1787451.576735
  nChanged 18
		SP:Iteration 34Q (61644.630000 sec): 3 clusters
  Score: Raw -1790579.826052 + Penalty 3121.651493 = -1787458.174559
  nChanged 23
		SP:Iteration 35Q (61644.900000 sec): 3 clusters
  Score: Raw -1790588.449210 + Penalty 3121.651493 = -1787466.797717
  nChanged 27
		SP:Iteration 36Q (61645.170000 sec): 3 clusters
  Score: Raw -1790600.877893 + Penalty 3121.651493 = -1787479.226400
  nChanged 29
		SP:Iteration 37Q (61645.380000 sec): 3 clusters
  Score: Raw -1790612.240365 + Penalty 3121.651493 = -1787490.588872
  nChanged 31
		SP:Iteration 38Q (61645.650000 sec): 3 clusters
  Score: Raw -1790623.396090 + Penalty 3121.651493 = -1787501.744597
  nChanged 31
		SP:Iteration 39Q (61645.920000 sec): 3 clusters
  Score: Raw -1790636.623621 + Penalty 3121.651493 = -1787514.972128
  nChanged 26
		SP:Iteration 40F (61646.190000 sec): 3 clusters
  Score: Raw -1790647.566659 + Penalty 3121.651493 = -1787525.915166
  nChanged 32
		SP:Iteration 41Q (61646.470000 sec): 3 clusters
  Score: Raw -1790659.593717 + Penalty 3121.651493 = -1787537.942224
  nChanged 27
		SP:Iteration 42Q (61646.740000 sec): 3 clusters
  Score: Raw -1790669.506153 + Penalty 3121.651493 = -1787547.854660
  nChanged 20
		SP:Iteration 43Q (61647.010000 sec): 3 clusters
  Score: Raw -1790676.421503 + Penalty 3121.651493 = -1787554.770010
  nChanged 27
		SP:Iteration 44Q (61647.230000 sec): 3 clusters
  Score: Raw -1790687.270253 + Penalty 3121.651493 = -1787565.618760
  nChanged 24
		SP:Iteration 45Q (61647.520000 sec): 3 clusters
  Score: Raw -1790697.159542 + Penalty 3121.651493 = -1787575.508050
  nChanged 20
		SP:Iteration 46Q (61647.780000 sec): 3 clusters
  Score: Raw -1790708.196557 + Penalty 3121.651493 = -1787586.545064
  nChanged 27
		SP:Iteration 47Q (61648.020000 sec): 3 clusters
  Score: Raw -1790721.274155 + Penalty 3121.651493 = -1787599.622662
  nChanged 20
		SP:Iteration 48Q (61648.290000 sec): 3 clusters
  Score: Raw -1790731.672041 + Penalty 3121.651493 = -1787610.020549
  nChanged 22
		SP:Iteration 49Q (61648.560000 sec): 3 clusters
  Score: Raw -1790741.162284 + Penalty 3121.651493 = -1787619.510791
  nChanged 21
		SP:Iteration 50Q (61648.830000 sec): 3 clusters
  Score: Raw -1790748.520939 + Penalty 3121.651493 = -1787626.869446
  nChanged 9
		SP:Iteration 51Q (61649.100000 sec): 3 clusters
  Score: Raw -1790752.086544 + Penalty 3121.651493 = -1787630.435051
  nChanged 14
		SP:Iteration 52Q (61649.360000 sec): 3 clusters
  Score: Raw -1790756.191053 + Penalty 3121.651493 = -1787634.539560
  nChanged 18
		SP:Iteration 53Q (61649.580000 sec): 3 clusters
  Score: Raw -1790763.549930 + Penalty 3121.651493 = -1787641.898437
  nChanged 15
		SP:Iteration 54Q (61649.830000 sec): 3 clusters
  Score: Raw -1790770.851232 + Penalty 3121.651493 = -1787649.199739
  nChanged 18
		SP:Iteration 55Q (61650.080000 sec): 3 clusters
  Score: Raw -1790779.193041 + Penalty 3121.651493 = -1787657.541548
  nChanged 17
		SP:Iteration 56Q (61650.330000 sec): 3 clusters
  Score: Raw -1790786.803782 + Penalty 3121.651493 = -1787665.152289
  nChanged 13
		SP:Iteration 57Q (61650.590000 sec): 3 clusters
  Score: Raw -1790793.850408 + Penalty 3121.651493 = -1787672.198915
  nChanged 10
		SP:Iteration 58Q (61650.860000 sec): 3 clusters
  Score: Raw -1790801.000276 + Penalty 3121.651493 = -1787679.348783
  nChanged 11
		SP:Iteration 59Q (61651.130000 sec): 3 clusters
  Score: Raw -1790807.373546 + Penalty 3121.651493 = -1787685.722053
  nChanged 7
		SP:Iteration 60F (61651.410000 sec): 3 clusters
  Score: Raw -1790809.998813 + Penalty 3121.651493 = -1787688.347320
  nChanged 7
		SP:Iteration 61Q (61651.690000 sec): 3 clusters
  Score: Raw -1790813.230464 + Penalty 3121.651493 = -1787691.578971
  nChanged 5
		SP:Iteration 62Q (61651.950000 sec): 3 clusters
  Score: Raw -1790815.505484 + Penalty 3121.651493 = -1787693.853991
  nChanged 8
		SP:Iteration 63Q (61652.180000 sec): 3 clusters
  Score: Raw -1790818.882649 + Penalty 3121.651493 = -1787697.231156
  nChanged 6
		SP:Iteration 64Q (61652.460000 sec): 3 clusters
  Score: Raw -1790822.347988 + Penalty 3121.651493 = -1787700.696495
  nChanged 7
		SP:Iteration 65Q (61652.730000 sec): 3 clusters
  Score: Raw -1790827.075535 + Penalty 3121.651493 = -1787705.424043
  nChanged 13
		SP:Iteration 66Q (61652.900000 sec): 3 clusters
  Score: Raw -1790836.060820 + Penalty 3121.651493 = -1787714.409327
  nChanged 10
		SP:Iteration 67Q (61653.120000 sec): 3 clusters
  Score: Raw -1790842.105231 + Penalty 3121.651493 = -1787720.453738
  nChanged 7
		SP:Iteration 68Q (61653.430000 sec): 3 clusters
  Score: Raw -1790846.194869 + Penalty 3121.651493 = -1787724.543376
  nChanged 14
		SP:Iteration 69Q (61653.610000 sec): 3 clusters
  Score: Raw -1790852.433186 + Penalty 3121.651493 = -1787730.781693
  nChanged 8
		SP:Iteration 70Q (61653.900000 sec): 3 clusters
  Score: Raw -1790856.716199 + Penalty 3121.651493 = -1787735.064706
  nChanged 9
		SP:Iteration 71Q (61654.130000 sec): 3 clusters
  Score: Raw -1790860.688028 + Penalty 3121.651493 = -1787739.036535
  nChanged 5
		SP:Iteration 72Q (61654.410000 sec): 3 clusters
  Score: Raw -1790863.176187 + Penalty 3121.651493 = -1787741.524694
  nChanged 9
		SP:Iteration 73Q (61654.720000 sec): 3 clusters
  Score: Raw -1790869.220088 + Penalty 3121.651493 = -1787747.568595
  nChanged 4
		SP:Iteration 74Q (61654.910000 sec): 3 clusters
  Score: Raw -1790872.100623 + Penalty 3121.651493 = -1787750.449130
  nChanged 3
		SP:Iteration 75Q (61655.180000 sec): 3 clusters
  Score: Raw -1790873.854569 + Penalty 3121.651493 = -1787752.203076
  nChanged 4
		SP:Iteration 76Q (61655.450000 sec): 3 clusters
  Score: Raw -1790875.579131 + Penalty 3121.651493 = -1787753.927638
  nChanged 5
		SP:Iteration 77Q (61655.690000 sec): 3 clusters
  Score: Raw -1790877.676132 + Penalty 3121.651493 = -1787756.024639
  nChanged 5
		SP:Iteration 78Q (61655.990000 sec): 3 clusters
  Score: Raw -1790881.226958 + Penalty 3121.651493 = -1787759.575465
  nChanged 7
		SP:Iteration 79Q (61656.120000 sec): 3 clusters
  Score: Raw -1790886.153292 + Penalty 3121.651493 = -1787764.501799
  nChanged 6
		SP:Iteration 80F (61656.330000 sec): 3 clusters
  Score: Raw -1790888.874181 + Penalty 3121.651493 = -1787767.222688
  nChanged 7
		SP:Iteration 81Q (61656.600000 sec): 3 clusters
  Score: Raw -1790892.198607 + Penalty 3121.651493 = -1787770.547114
  nChanged 5
		SP:Iteration 82Q (61656.840000 sec): 3 clusters
  Score: Raw -1790894.722505 + Penalty 3121.651493 = -1787773.071012
  nChanged 3
		SP:Iteration 83Q (61657.020000 sec): 3 clusters
  Score: Raw -1790896.088210 + Penalty 3121.651493 = -1787774.436717
  nChanged 2
		SP:Iteration 84Q (61657.280000 sec): 3 clusters
  Score: Raw -1790897.408344 + Penalty 3121.651493 = -1787775.756851
  nChanged 4
		SP:Iteration 85Q (61657.560000 sec): 3 clusters
  Score: Raw -1790899.730806 + Penalty 3121.651493 = -1787778.079313
  nChanged 1
		SP:Iteration 86Q (61657.820000 sec): 3 clusters
  Score: Raw -1790900.492160 + Penalty 3121.651493 = -1787778.840668
  nChanged 3
		SP:Iteration 87Q (61658.140000 sec): 3 clusters
  Score: Raw -1790901.881977 + Penalty 3121.651493 = -1787780.230484
  nChanged 1
		SP:Iteration 88Q (61658.360000 sec): 3 clusters
  Score: Raw -1790902.815458 + Penalty 3121.651493 = -1787781.163966
  nChanged 3
		SP:Iteration 89Q (61658.630000 sec): 3 clusters
  Score: Raw -1790903.623350 + Penalty 3121.651493 = -1787781.971857
  nChanged 2
		SP:Iteration 90Q (61658.890000 sec): 3 clusters
  Score: Raw -1790904.711796 + Penalty 3121.651493 = -1787783.060303
  nChanged 2
		SP:Iteration 91Q (61659.170000 sec): 3 clusters
  Score: Raw -1790905.511141 + Penalty 3121.651493 = -1787783.859649
  nChanged 1
		SP:Iteration 92Q (61659.440000 sec): 3 clusters
  Score: Raw -1790905.867640 + Penalty 3121.651493 = -1787784.216147
  nChanged 2
		SP:Iteration 93Q (61659.690000 sec): 3 clusters
  Score: Raw -1790906.808067 + Penalty 3121.651493 = -1787785.156574
  nChanged 0
		SP:Iteration 94F (61659.990000 sec): 3 clusters
  Score: Raw -1790906.808067 + Penalty 3121.651493 = -1787785.156574
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 35 (2118 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (61660.090000 sec): 2 clusters
  Score: Raw -261210.484528 + Penalty 1244.461973 = -259966.022555
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (61660.310000 sec): 3 clusters
  Score: Raw -260305.879894 + Penalty 2488.923946 = -257816.955948
  nChanged 735
		SP:Iteration 1F (61660.470000 sec): 3 clusters
  Score: Raw -260732.748527 + Penalty 2488.923946 = -258243.824581
  nChanged 158
		SP:Iteration 2F (61660.630000 sec): 3 clusters
  Score: Raw -260827.037414 + Penalty 2488.923946 = -258338.113468
  nChanged 98
		SP:Iteration 3Q (61660.790000 sec): 3 clusters
  Score: Raw -260880.877517 + Penalty 2488.923946 = -258391.953571
  nChanged 61
		SP:Iteration 4Q (61660.910000 sec): 3 clusters
  Score: Raw -260917.533491 + Penalty 2488.923946 = -258428.609545
  nChanged 53
		SP:Iteration 5Q (61661.090000 sec): 3 clusters
  Score: Raw -260954.439562 + Penalty 2488.923946 = -258465.515616
  nChanged 57
		SP:Iteration 6Q (61661.260000 sec): 3 clusters
  Score: Raw -260989.013074 + Penalty 2488.923946 = -258500.089128
  nChanged 47
		SP:Iteration 7Q (61661.440000 sec): 3 clusters
  Score: Raw -261013.720685 + Penalty 2488.923946 = -258524.796739
  nChanged 34
		SP:Iteration 8Q (61661.610000 sec): 3 clusters
  Score: Raw -261030.174561 + Penalty 2488.923946 = -258541.250615
  nChanged 32
		SP:Iteration 9Q (61661.760000 sec): 3 clusters
  Score: Raw -261049.768474 + Penalty 2488.923946 = -258560.844528
  nChanged 37
		SP:Iteration 10Q (61661.930000 sec): 3 clusters
  Score: Raw -261067.668432 + Penalty 2488.923946 = -258578.744486
  nChanged 27
		SP:Iteration 11Q (61662.090000 sec): 3 clusters
  Score: Raw -261081.980425 + Penalty 2488.923946 = -258593.056479
  nChanged 29
		SP:Iteration 12Q (61662.250000 sec): 3 clusters
  Score: Raw -261097.777085 + Penalty 2488.923946 = -258608.853139
  nChanged 25
		SP:Iteration 13Q (61662.420000 sec): 3 clusters
  Score: Raw -261112.610138 + Penalty 2488.923946 = -258623.686192
  nChanged 29
		SP:Iteration 14Q (61662.580000 sec): 3 clusters
  Score: Raw -261128.147104 + Penalty 2488.923946 = -258639.223158
  nChanged 18
		SP:Iteration 15Q (61662.740000 sec): 3 clusters
  Score: Raw -261138.078580 + Penalty 2488.923946 = -258649.154634
  nChanged 17
		SP:Iteration 16Q (61662.900000 sec): 3 clusters
  Score: Raw -261145.284227 + Penalty 2488.923946 = -258656.360281
  nChanged 13
		SP:Iteration 17Q (61663.040000 sec): 3 clusters
  Score: Raw -261152.094243 + Penalty 2488.923946 = -258663.170297
  nChanged 13
		SP:Iteration 18Q (61663.080000 sec): 3 clusters
  Score: Raw -261157.847928 + Penalty 2488.923946 = -258668.923982
  nChanged 16
		SP:Iteration 19Q (61663.120000 sec): 3 clusters
  Score: Raw -261165.967540 + Penalty 2488.923946 = -258677.043594
  nChanged 14
		SP:Iteration 20F (61663.160000 sec): 3 clusters
  Score: Raw -261175.192958 + Penalty 2488.923946 = -258686.269012
  nChanged 14
		SP:Iteration 21Q (61663.200000 sec): 3 clusters
  Score: Raw -261183.112805 + Penalty 2488.923946 = -258694.188859
  nChanged 17
		SP:Iteration 22Q (61663.240000 sec): 3 clusters
  Score: Raw -261193.368876 + Penalty 2488.923946 = -258704.444930
  nChanged 21
		SP:Iteration 23Q (61663.280000 sec): 3 clusters
  Score: Raw -261207.152540 + Penalty 2488.923946 = -258718.228594
  nChanged 19
		SP:Iteration 24Q (61663.320000 sec): 3 clusters
  Score: Raw -261218.235684 + Penalty 2488.923946 = -258729.311738
  nChanged 11
		SP:Iteration 25Q (61663.360000 sec): 3 clusters
  Score: Raw -261223.768072 + Penalty 2488.923946 = -258734.844126
  nChanged 12
		SP:Iteration 26Q (61663.400000 sec): 3 clusters
  Score: Raw -261229.834691 + Penalty 2488.923946 = -258740.910745
  nChanged 10
		SP:Iteration 27Q (61663.450000 sec): 3 clusters
  Score: Raw -261237.359976 + Penalty 2488.923946 = -258748.436030
  nChanged 18
		SP:Iteration 28Q (61663.610000 sec): 3 clusters
  Score: Raw -261244.606068 + Penalty 2488.923946 = -258755.682122
  nChanged 19
		SP:Iteration 29Q (61663.790000 sec): 3 clusters
  Score: Raw -261254.231035 + Penalty 2488.923946 = -258765.307089
  nChanged 17
		SP:Iteration 30Q (61663.960000 sec): 3 clusters
  Score: Raw -261263.975621 + Penalty 2488.923946 = -258775.051675
  nChanged 9
		SP:Iteration 31Q (61664.140000 sec): 3 clusters
  Score: Raw -261269.392218 + Penalty 2488.923946 = -258780.468272
  nChanged 7
		SP:Iteration 32Q (61664.310000 sec): 3 clusters
  Score: Raw -261272.951427 + Penalty 2488.923946 = -258784.027481
  nChanged 6
		SP:Iteration 33Q (61664.490000 sec): 3 clusters
  Score: Raw -261276.876266 + Penalty 2488.923946 = -258787.952320
  nChanged 5
		SP:Iteration 34Q (61664.670000 sec): 3 clusters
  Score: Raw -261279.245339 + Penalty 2488.923946 = -258790.321393
  nChanged 3
		SP:Iteration 35Q (61664.840000 sec): 3 clusters
  Score: Raw -261281.398768 + Penalty 2488.923946 = -258792.474822
  nChanged 3
		SP:Iteration 36Q (61665.010000 sec): 3 clusters
  Score: Raw -261283.390761 + Penalty 2488.923946 = -258794.466815
  nChanged 3
		SP:Iteration 37Q (61665.150000 sec): 3 clusters
  Score: Raw -261285.278666 + Penalty 2488.923946 = -258796.354720
  nChanged 1
		SP:Iteration 38Q (61665.190000 sec): 3 clusters
  Score: Raw -261285.467235 + Penalty 2488.923946 = -258796.543289
  nChanged 1
		SP:Iteration 39Q (61665.230000 sec): 3 clusters
  Score: Raw -261286.134210 + Penalty 2488.923946 = -258797.210264
  nChanged 0
		SP:Iteration 40F (61665.280000 sec): 3 clusters
  Score: Raw -261286.134210 + Penalty 2488.923946 = -258797.210264
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 36 (373 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (61665.330000 sec): 2 clusters
  Score: Raw -26429.763574 + Penalty 962.256493 = -25467.507080
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (61665.340000 sec): 3 clusters
  Score: Raw -26504.010973 + Penalty 1924.512986 = -24579.497986
  nChanged 95
		SP:Iteration 1F (61665.350000 sec): 3 clusters
  Score: Raw -26898.152888 + Penalty 1924.512986 = -24973.639902
  nChanged 26
		SP:Iteration 2F (61665.360000 sec): 3 clusters
  Score: Raw -26992.316643 + Penalty 1924.512986 = -25067.803656
  nChanged 12
		SP:Iteration 3Q (61665.370000 sec): 3 clusters
  Score: Raw -27030.441630 + Penalty 1924.512986 = -25105.928644
  nChanged 9
		SP:Iteration 4Q (61665.380000 sec): 3 clusters
  Score: Raw -27053.818343 + Penalty 1924.512986 = -25129.305357
  nChanged 9
		SP:Iteration 5Q (61665.390000 sec): 3 clusters
  Score: Raw -27105.569679 + Penalty 1924.512986 = -25181.056693
  nChanged 8
		SP:Iteration 6Q (61665.400000 sec): 3 clusters
  Score: Raw -27134.242923 + Penalty 1924.512986 = -25209.729936
  nChanged 6
		SP:Iteration 7Q (61665.400000 sec): 3 clusters
  Score: Raw -27161.071387 + Penalty 1924.512986 = -25236.558400
  nChanged 3
		SP:Iteration 8Q (61665.410000 sec): 3 clusters
  Score: Raw -27169.002878 + Penalty 1924.512986 = -25244.489892
  nChanged 3
		SP:Iteration 9Q (61665.420000 sec): 3 clusters
  Score: Raw -27175.021049 + Penalty 1924.512986 = -25250.508062
  nChanged 6
		SP:Iteration 10Q (61665.430000 sec): 3 clusters
  Score: Raw -27190.006410 + Penalty 1924.512986 = -25265.493423
  nChanged 5
		SP:Iteration 11Q (61665.440000 sec): 3 clusters
  Score: Raw -27203.517684 + Penalty 1924.512986 = -25279.004698
  nChanged 3
		SP:Iteration 12Q (61665.440000 sec): 3 clusters
  Score: Raw -27216.566312 + Penalty 1924.512986 = -25292.053325
  nChanged 2
		SP:Iteration 13Q (61665.450000 sec): 3 clusters
  Score: Raw -27221.389173 + Penalty 1924.512986 = -25296.876186
  nChanged 1
		SP:Iteration 14Q (61665.460000 sec): 3 clusters
  Score: Raw -27223.908103 + Penalty 1924.512986 = -25299.395117
  nChanged 1
		SP:Iteration 15Q (61665.470000 sec): 3 clusters
  Score: Raw -27224.223090 + Penalty 1924.512986 = -25299.710103
  nChanged 0
		SP:Iteration 16F (61665.480000 sec): 3 clusters
  Score: Raw -27224.223090 + Penalty 1924.512986 = -25299.710103
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 37 (374 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (61665.510000 sec): 2 clusters
  Score: Raw -34115.854111 + Penalty 962.691567 = -33153.162543
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (61665.520000 sec): 3 clusters
  Score: Raw -34179.192721 + Penalty 1925.383134 = -32253.809587
  nChanged 89
		SP:Iteration 1F (61665.540000 sec): 3 clusters
  Score: Raw -34424.198782 + Penalty 1925.383134 = -32498.815648
  nChanged 33
		SP:Iteration 2F (61665.540000 sec): 3 clusters
  Score: Raw -34537.769674 + Penalty 1925.383134 = -32612.386540
  nChanged 19
		SP:Iteration 3F (61665.550000 sec): 3 clusters
  Score: Raw -34589.103492 + Penalty 1925.383134 = -32663.720358
  nChanged 3
		SP:Iteration 4Q (61665.560000 sec): 3 clusters
  Score: Raw -34600.464855 + Penalty 1925.383134 = -32675.081721
  nChanged 4
		SP:Iteration 5Q (61665.570000 sec): 3 clusters
  Score: Raw -34609.991260 + Penalty 1925.383134 = -32684.608126
  nChanged 2
		SP:Iteration 6Q (61665.580000 sec): 3 clusters
  Score: Raw -34621.711606 + Penalty 1925.383134 = -32696.328471
  nChanged 4
		SP:Iteration 7Q (61665.590000 sec): 3 clusters
  Score: Raw -34634.780052 + Penalty 1925.383134 = -32709.396918
  nChanged 2
		SP:Iteration 8Q (61665.600000 sec): 3 clusters
  Score: Raw -34638.012902 + Penalty 1925.383134 = -32712.629767
  nChanged 1
		SP:Iteration 9Q (61665.740000 sec): 3 clusters
  Score: Raw -34638.652517 + Penalty 1925.383134 = -32713.269382
  nChanged 1
		SP:Iteration 10Q (61665.910000 sec): 3 clusters
  Score: Raw -34640.311127 + Penalty 1925.383134 = -32714.927993
  nChanged 0
		SP:Iteration 11F (61666.090000 sec): 3 clusters
  Score: Raw -34640.311127 + Penalty 1925.383134 = -32714.927993
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 38 (6284 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (61666.170000 sec): 2 clusters
  Score: Raw -761410.275135 + Penalty 1421.186325 = -759989.088810
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (61666.390000 sec): 3 clusters
  Score: Raw -758057.947744 + Penalty 2842.372650 = -755215.575094
  nChanged 2580
		SP:Iteration 1F (61666.600000 sec): 3 clusters
  Score: Raw -759570.925117 + Penalty 2842.372650 = -756728.552467
  nChanged 461
		SP:Iteration 2F (61666.760000 sec): 3 clusters
  Score: Raw -759839.169551 + Penalty 2842.372650 = -756996.796901
  nChanged 372
		SP:Iteration 3F (61666.930000 sec): 3 clusters
  Score: Raw -760069.138765 + Penalty 2842.372650 = -757226.766116
  nChanged 368
		SP:Iteration 4F (61667.090000 sec): 3 clusters
  Score: Raw -760335.748848 + Penalty 2842.372650 = -757493.376198
  nChanged 368
		SP:Iteration 5F (61667.260000 sec): 3 clusters
  Score: Raw -760658.220666 + Penalty 2842.372650 = -757815.848016
  nChanged 400
		SP:Iteration 6F (61667.420000 sec): 3 clusters
  Score: Raw -761063.134949 + Penalty 2842.372650 = -758220.762299
  nChanged 331
		SP:Iteration 7F (61667.590000 sec): 3 clusters
  Score: Raw -761403.813729 + Penalty 2842.372650 = -758561.441079
  nChanged 256
		SP:Iteration 8Q (61667.750000 sec): 3 clusters
  Score: Raw -761678.693589 + Penalty 2842.372650 = -758836.320940
  nChanged 173
		SP:Iteration 9Q (61667.920000 sec): 3 clusters
  Score: Raw -761911.836070 + Penalty 2842.372650 = -759069.463420
  nChanged 128
		SP:Iteration 10Q (61668.080000 sec): 3 clusters
  Score: Raw -762039.747299 + Penalty 2842.372650 = -759197.374649
  nChanged 91
		SP:Iteration 11Q (61668.250000 sec): 3 clusters
  Score: Raw -762122.501466 + Penalty 2842.372650 = -759280.128816
  nChanged 71
		SP:Iteration 12Q (61668.410000 sec): 3 clusters
  Score: Raw -762189.708386 + Penalty 2842.372650 = -759347.335736
  nChanged 50
		SP:Iteration 13Q (61668.580000 sec): 3 clusters
  Score: Raw -762234.215241 + Penalty 2842.372650 = -759391.842591
  nChanged 35
		SP:Iteration 14Q (61668.740000 sec): 3 clusters
  Score: Raw -762259.445134 + Penalty 2842.372650 = -759417.072484
  nChanged 31
		SP:Iteration 15Q (61668.910000 sec): 3 clusters
  Score: Raw -762274.573979 + Penalty 2842.372650 = -759432.201329
  nChanged 21
		SP:Iteration 16Q (61669.070000 sec): 3 clusters
  Score: Raw -762280.327626 + Penalty 2842.372650 = -759437.954976
  nChanged 11
		SP:Iteration 17Q (61669.240000 sec): 3 clusters
  Score: Raw -762284.362184 + Penalty 2842.372650 = -759441.989534
  nChanged 7
		SP:Iteration 18Q (61669.400000 sec): 3 clusters
  Score: Raw -762287.112188 + Penalty 2842.372650 = -759444.739538
  nChanged 11
		SP:Iteration 19Q (61669.570000 sec): 3 clusters
  Score: Raw -762290.074129 + Penalty 2842.372650 = -759447.701480
  nChanged 8
		SP:Iteration 20F (61669.730000 sec): 3 clusters
  Score: Raw -762292.156642 + Penalty 2842.372650 = -759449.783992
  nChanged 8
		SP:Iteration 21Q (61669.900000 sec): 3 clusters
  Score: Raw -762295.081464 + Penalty 2842.372650 = -759452.708815
  nChanged 12
		SP:Iteration 22Q (61670.060000 sec): 3 clusters
  Score: Raw -762299.055949 + Penalty 2842.372650 = -759456.683299
  nChanged 10
		SP:Iteration 23Q (61670.230000 sec): 3 clusters
  Score: Raw -762301.514493 + Penalty 2842.372650 = -759459.141843
  nChanged 8
		SP:Iteration 24Q (61670.420000 sec): 3 clusters
  Score: Raw -762303.204235 + Penalty 2842.372650 = -759460.831585
  nChanged 6
		SP:Iteration 25Q (61670.530000 sec): 3 clusters
  Score: Raw -762304.374244 + Penalty 2842.372650 = -759462.001594
  nChanged 5
		SP:Iteration 26Q (61670.630000 sec): 3 clusters
  Score: Raw -762305.836341 + Penalty 2842.372650 = -759463.463691
  nChanged 6
		SP:Iteration 27Q (61670.800000 sec): 3 clusters
  Score: Raw -762307.394842 + Penalty 2842.372650 = -759465.022193
  nChanged 5
		SP:Iteration 28Q (61670.900000 sec): 3 clusters
  Score: Raw -762309.100549 + Penalty 2842.372650 = -759466.727899
  nChanged 7
		SP:Iteration 29Q (61671.100000 sec): 3 clusters
  Score: Raw -762311.209474 + Penalty 2842.372650 = -759468.836824
  nChanged 7
		SP:Iteration 30Q (61671.260000 sec): 3 clusters
  Score: Raw -762313.300739 + Penalty 2842.372650 = -759470.928089
  nChanged 6
		SP:Iteration 31Q (61671.430000 sec): 3 clusters
  Score: Raw -762314.940525 + Penalty 2842.372650 = -759472.567875
  nChanged 7
		SP:Iteration 32Q (61671.600000 sec): 3 clusters
  Score: Raw -762317.600934 + Penalty 2842.372650 = -759475.228284
  nChanged 6
		SP:Iteration 33Q (61671.800000 sec): 3 clusters
  Score: Raw -762319.575717 + Penalty 2842.372650 = -759477.203068
  nChanged 4
		SP:Iteration 34Q (61671.970000 sec): 3 clusters
  Score: Raw -762320.553415 + Penalty 2842.372650 = -759478.180765
  nChanged 3
		SP:Iteration 35Q (61672.140000 sec): 3 clusters
  Score: Raw -762321.487870 + Penalty 2842.372650 = -759479.115221
  nChanged 3
		SP:Iteration 36Q (61672.320000 sec): 3 clusters
  Score: Raw -762322.285725 + Penalty 2842.372650 = -759479.913075
  nChanged 2
		SP:Iteration 37Q (61672.500000 sec): 3 clusters
  Score: Raw -762322.630902 + Penalty 2842.372650 = -759480.258252
  nChanged 5
		SP:Iteration 38Q (61672.600000 sec): 3 clusters
  Score: Raw -762324.131458 + Penalty 2842.372650 = -759481.758809
  nChanged 4
		SP:Iteration 39Q (61672.710000 sec): 3 clusters
  Score: Raw -762324.909149 + Penalty 2842.372650 = -759482.536499
  nChanged 3
		SP:Iteration 40F (61672.810000 sec): 3 clusters
  Score: Raw -762325.531020 + Penalty 2842.372650 = -759483.158370
  nChanged 2
		SP:Iteration 41Q (61673.000000 sec): 3 clusters
  Score: Raw -762325.833542 + Penalty 2842.372650 = -759483.460892
  nChanged 2
		SP:Iteration 42Q (61673.220000 sec): 3 clusters
  Score: Raw -762326.368948 + Penalty 2842.372650 = -759483.996299
  nChanged 4
		SP:Iteration 43Q (61673.350000 sec): 3 clusters
  Score: Raw -762327.380807 + Penalty 2842.372650 = -759485.008157
  nChanged 5
		SP:Iteration 44Q (61673.520000 sec): 3 clusters
  Score: Raw -762328.923386 + Penalty 2842.372650 = -759486.550737
  nChanged 3
		SP:Iteration 45Q (61673.680000 sec): 3 clusters
  Score: Raw -762330.189703 + Penalty 2842.372650 = -759487.817053
  nChanged 5
		SP:Iteration 46Q (61673.780000 sec): 3 clusters
  Score: Raw -762331.492695 + Penalty 2842.372650 = -759489.120045
  nChanged 4
		SP:Iteration 47Q (61673.880000 sec): 3 clusters
  Score: Raw -762332.640319 + Penalty 2842.372650 = -759490.267669
  nChanged 6
		SP:Iteration 48Q (61673.980000 sec): 3 clusters
  Score: Raw -762334.204686 + Penalty 2842.372650 = -759491.832037
  nChanged 4
		SP:Iteration 49Q (61674.070000 sec): 3 clusters
  Score: Raw -762335.135124 + Penalty 2842.372650 = -759492.762474
  nChanged 1
		SP:Iteration 50Q (61674.160000 sec): 3 clusters
  Score: Raw -762335.394120 + Penalty 2842.372650 = -759493.021470
  nChanged 1
		SP:Iteration 51Q (61674.260000 sec): 3 clusters
  Score: Raw -762335.483699 + Penalty 2842.372650 = -759493.111049
  nChanged 0
		SP:Iteration 52F (61674.360000 sec): 3 clusters
  Score: Raw -762335.483699 + Penalty 2842.372650 = -759493.111049
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 39 (2290 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (61674.440000 sec): 2 clusters
  Score: Raw -272570.133565 + Penalty 1257.149903 = -271312.983661
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (61674.610000 sec): 3 clusters
  Score: Raw -271546.113026 + Penalty 2514.299806 = -269031.813220
  nChanged 837
		SP:Iteration 1F (61674.790000 sec): 3 clusters
  Score: Raw -272110.662264 + Penalty 2514.299806 = -269596.362457
  nChanged 181
		SP:Iteration 2F (61674.960000 sec): 3 clusters
  Score: Raw -272252.423591 + Penalty 2514.299806 = -269738.123785
  nChanged 120
		SP:Iteration 3F (61675.140000 sec): 3 clusters
  Score: Raw -272332.915979 + Penalty 2514.299806 = -269818.616173
  nChanged 78
		SP:Iteration 4Q (61675.320000 sec): 3 clusters
  Score: Raw -272384.562631 + Penalty 2514.299806 = -269870.262825
  nChanged 68
		SP:Iteration 5Q (61675.490000 sec): 3 clusters
  Score: Raw -272419.634655 + Penalty 2514.299806 = -269905.334849
  nChanged 58
		SP:Iteration 6Q (61675.670000 sec): 3 clusters
  Score: Raw -272454.024070 + Penalty 2514.299806 = -269939.724264
  nChanged 51
		SP:Iteration 7Q (61675.840000 sec): 3 clusters
  Score: Raw -272495.052469 + Penalty 2514.299806 = -269980.752663
  nChanged 54
		SP:Iteration 8Q (61676.020000 sec): 3 clusters
  Score: Raw -272549.177994 + Penalty 2514.299806 = -270034.878187
  nChanged 53
		SP:Iteration 9Q (61676.200000 sec): 3 clusters
  Score: Raw -272593.259600 + Penalty 2514.299806 = -270078.959793
  nChanged 58
		SP:Iteration 10Q (61676.370000 sec): 3 clusters
  Score: Raw -272634.701541 + Penalty 2514.299806 = -270120.401735
  nChanged 60
		SP:Iteration 11Q (61676.550000 sec): 3 clusters
  Score: Raw -272688.512572 + Penalty 2514.299806 = -270174.212765
  nChanged 66
		SP:Iteration 12Q (61676.720000 sec): 3 clusters
  Score: Raw -272746.661983 + Penalty 2514.299806 = -270232.362177
  nChanged 58
		SP:Iteration 13Q (61676.900000 sec): 3 clusters
  Score: Raw -272804.701059 + Penalty 2514.299806 = -270290.401252
  nChanged 63
		SP:Iteration 14Q (61677.080000 sec): 3 clusters
  Score: Raw -272870.132510 + Penalty 2514.299806 = -270355.832703
  nChanged 69
		SP:Iteration 15Q (61677.140000 sec): 3 clusters
  Score: Raw -272968.489336 + Penalty 2514.299806 = -270454.189530
  nChanged 92
		SP:Iteration 16Q (61677.180000 sec): 3 clusters
  Score: Raw -273141.884801 + Penalty 2514.299806 = -270627.584995
  nChanged 112
		SP:Iteration 17Q (61677.310000 sec): 3 clusters
  Score: Raw -273412.131654 + Penalty 2514.299806 = -270897.831847
  nChanged 108
		SP:Iteration 18Q (61677.350000 sec): 3 clusters
  Score: Raw -273730.852290 + Penalty 2514.299806 = -271216.552484
  nChanged 103
		SP:Iteration 19Q (61677.390000 sec): 3 clusters
  Score: Raw -273978.558531 + Penalty 2514.299806 = -271464.258725
  nChanged 35
		SP:Iteration 20F (61677.430000 sec): 3 clusters
  Score: Raw -274014.774018 + Penalty 2514.299806 = -271500.474212
  nChanged 7
		SP:Iteration 21Q (61677.470000 sec): 3 clusters
  Score: Raw -274018.650554 + Penalty 2514.299806 = -271504.350748
  nChanged 1
		SP:Iteration 22Q (61677.510000 sec): 3 clusters
  Score: Raw -274018.907100 + Penalty 2514.299806 = -271504.607294
  nChanged 1
		SP:Iteration 23Q (61677.550000 sec): 3 clusters
  Score: Raw -274020.298568 + Penalty 2514.299806 = -271505.998761
  nChanged 1
		SP:Iteration 24Q (61677.600000 sec): 3 clusters
  Score: Raw -274020.924213 + Penalty 2514.299806 = -271506.624406
  nChanged 0
		SP:Iteration 25F (61677.640000 sec): 3 clusters
  Score: Raw -274020.924213 + Penalty 2514.299806 = -271506.624406
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 66.
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 40 (3209 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (61677.730000 sec): 2 clusters
  Score: Raw -376326.686313 + Penalty 1311.978629 = -375014.707683
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (61677.910000 sec): 3 clusters
  Score: Raw -374814.189085 + Penalty 2623.957258 = -372190.231827
  nChanged 1194
		SP:Iteration 1F (61677.980000 sec): 3 clusters
  Score: Raw -375610.506427 + Penalty 2623.957258 = -372986.549169
  nChanged 251
		SP:Iteration 2F (61678.030000 sec): 3 clusters
  Score: Raw -375779.901196 + Penalty 2623.957258 = -373155.943938
  nChanged 172
		SP:Iteration 3F (61678.100000 sec): 3 clusters
  Score: Raw -375917.149954 + Penalty 2623.957258 = -373293.192696
  nChanged 157
		SP:Iteration 4Q (61678.150000 sec): 3 clusters
  Score: Raw -376029.769921 + Penalty 2623.957258 = -373405.812662
  nChanged 133
		SP:Iteration 5Q (61678.220000 sec): 3 clusters
  Score: Raw -376124.954913 + Penalty 2623.957258 = -373500.997655
  nChanged 119
		SP:Iteration 6Q (61678.270000 sec): 3 clusters
  Score: Raw -376208.553065 + Penalty 2623.957258 = -373584.595807
  nChanged 112
		SP:Iteration 7Q (61678.340000 sec): 3 clusters
  Score: Raw -376299.079671 + Penalty 2623.957258 = -373675.122413
  nChanged 115
		SP:Iteration 8Q (61678.400000 sec): 3 clusters
  Score: Raw -376390.611685 + Penalty 2623.957258 = -373766.654427
  nChanged 97
		SP:Iteration 9Q (61678.450000 sec): 3 clusters
  Score: Raw -376469.999085 + Penalty 2623.957258 = -373846.041826
  nChanged 86
		SP:Iteration 10Q (61678.510000 sec): 3 clusters
  Score: Raw -376546.544027 + Penalty 2623.957258 = -373922.586769
  nChanged 90
		SP:Iteration 11Q (61678.570000 sec): 3 clusters
  Score: Raw -376635.942225 + Penalty 2623.957258 = -374011.984967
  nChanged 95
		SP:Iteration 12Q (61678.710000 sec): 3 clusters
  Score: Raw -376737.680953 + Penalty 2623.957258 = -374113.723694
  nChanged 72
		SP:Iteration 13Q (61678.890000 sec): 3 clusters
  Score: Raw -376806.693856 + Penalty 2623.957258 = -374182.736598
  nChanged 48
		SP:Iteration 14Q (61679.060000 sec): 3 clusters
  Score: Raw -376835.632981 + Penalty 2623.957258 = -374211.675723
  nChanged 50
		SP:Iteration 15Q (61679.240000 sec): 3 clusters
  Score: Raw -376862.094952 + Penalty 2623.957258 = -374238.137693
  nChanged 41
		SP:Iteration 16Q (61679.420000 sec): 3 clusters
  Score: Raw -376885.146025 + Penalty 2623.957258 = -374261.188767
  nChanged 34
		SP:Iteration 17Q (61679.480000 sec): 3 clusters
  Score: Raw -376900.760367 + Penalty 2623.957258 = -374276.803109
  nChanged 27
		SP:Iteration 18Q (61679.540000 sec): 3 clusters
  Score: Raw -376913.004435 + Penalty 2623.957258 = -374289.047177
  nChanged 23
		SP:Iteration 19Q (61679.600000 sec): 3 clusters
  Score: Raw -376921.222417 + Penalty 2623.957258 = -374297.265158
  nChanged 22
		SP:Iteration 20F (61679.650000 sec): 3 clusters
  Score: Raw -376930.164721 + Penalty 2623.957258 = -374306.207462
  nChanged 12
		SP:Iteration 21Q (61679.710000 sec): 3 clusters
  Score: Raw -376934.942510 + Penalty 2623.957258 = -374310.985251
  nChanged 11
		SP:Iteration 22Q (61679.760000 sec): 3 clusters
  Score: Raw -376939.417563 + Penalty 2623.957258 = -374315.460305
  nChanged 6
		SP:Iteration 23Q (61679.820000 sec): 3 clusters
  Score: Raw -376941.477000 + Penalty 2623.957258 = -374317.519741
  nChanged 7
		SP:Iteration 24Q (61679.880000 sec): 3 clusters
  Score: Raw -376942.898127 + Penalty 2623.957258 = -374318.940869
  nChanged 4
		SP:Iteration 25Q (61679.940000 sec): 3 clusters
  Score: Raw -376944.000852 + Penalty 2623.957258 = -374320.043593
  nChanged 3
		SP:Iteration 26Q (61679.990000 sec): 3 clusters
  Score: Raw -376945.209273 + Penalty 2623.957258 = -374321.252015
  nChanged 3
		SP:Iteration 27Q (61680.050000 sec): 3 clusters
  Score: Raw -376946.523065 + Penalty 2623.957258 = -374322.565806
  nChanged 4
		SP:Iteration 28Q (61680.110000 sec): 3 clusters
  Score: Raw -376948.397022 + Penalty 2623.957258 = -374324.439764
  nChanged 10
		SP:Iteration 29Q (61680.160000 sec): 3 clusters
  Score: Raw -376951.510790 + Penalty 2623.957258 = -374327.553531
  nChanged 8
		SP:Iteration 30Q (61680.220000 sec): 3 clusters
  Score: Raw -376953.995665 + Penalty 2623.957258 = -374330.038407
  nChanged 5
		SP:Iteration 31Q (61680.280000 sec): 3 clusters
  Score: Raw -376956.375931 + Penalty 2623.957258 = -374332.418673
  nChanged 6
		SP:Iteration 32Q (61680.340000 sec): 3 clusters
  Score: Raw -376957.768756 + Penalty 2623.957258 = -374333.811498
  nChanged 2
		SP:Iteration 33Q (61680.390000 sec): 3 clusters
  Score: Raw -376958.302251 + Penalty 2623.957258 = -374334.344992
  nChanged 1
		SP:Iteration 34Q (61680.450000 sec): 3 clusters
  Score: Raw -376958.575966 + Penalty 2623.957258 = -374334.618707
  nChanged 0
		SP:Iteration 35F (61680.630000 sec): 3 clusters
  Score: Raw -376958.575966 + Penalty 2623.957258 = -374334.618707
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 41 (412 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (61680.730000 sec): 2 clusters
  Score: Raw -21391.421271 + Penalty 978.416294 = -20413.004977
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (61680.890000 sec): 3 clusters
  Score: Raw -21507.818495 + Penalty 1956.832589 = -19550.985907
  nChanged 118
		SP:Iteration 1F (61680.940000 sec): 3 clusters
  Score: Raw -21980.057338 + Penalty 1956.832589 = -20023.224749
  nChanged 49
		SP:Iteration 2F (61680.940000 sec): 3 clusters
  Score: Raw -22329.127900 + Penalty 1956.832589 = -20372.295311
  nChanged 32
		SP:Iteration 3F (61680.960000 sec): 3 clusters
  Score: Raw -22661.961671 + Penalty 1956.832589 = -20705.129082
  nChanged 12
		SP:Iteration 4Q (61680.960000 sec): 3 clusters
  Score: Raw -22762.899383 + Penalty 1956.832589 = -20806.066795
  nChanged 8
		SP:Iteration 5Q (61680.970000 sec): 3 clusters
  Score: Raw -22872.544443 + Penalty 1956.832589 = -20915.711854
  nChanged 7
		SP:Iteration 6Q (61680.980000 sec): 3 clusters
  Score: Raw -22962.660031 + Penalty 1956.832589 = -21005.827442
  nChanged 7
		SP:Iteration 7Q (61680.990000 sec): 3 clusters
  Score: Raw -23024.603522 + Penalty 1956.832589 = -21067.770934
  nChanged 6
		SP:Iteration 8Q (61681.000000 sec): 3 clusters
  Score: Raw -23059.673819 + Penalty 1956.832589 = -21102.841230
  nChanged 1
		SP:Iteration 9Q (61681.000000 sec): 3 clusters
  Score: Raw -23061.861881 + Penalty 1956.832589 = -21105.029293
  nChanged 0
		SP:Iteration 10F (61681.020000 sec): 3 clusters
  Score: Raw -23071.270610 + Penalty 1956.832589 = -21114.438022
  nChanged 1
		SP:Iteration 11Q (61681.030000 sec): 3 clusters
  Score: Raw -23136.061976 + Penalty 1956.832589 = -21179.229387
  nChanged 4
		SP:Iteration 12Q (61681.040000 sec): 3 clusters
  Score: Raw -23166.337874 + Penalty 1956.832589 = -21209.505285
  nChanged 1
		SP:Iteration 13Q (61681.040000 sec): 3 clusters
  Score: Raw -23167.553382 + Penalty 1956.832589 = -21210.720794
  nChanged 0
		SP:Iteration 14F (61681.060000 sec): 3 clusters
  Score: Raw -23167.553382 + Penalty 1956.832589 = -21210.720794
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 67.
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 42 (352 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (61681.120000 sec): 2 clusters
  Score: Raw -41720.356020 + Penalty 952.840066 = -40767.515954
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (61681.120000 sec): 3 clusters
  Score: Raw -41764.132409 + Penalty 1905.680132 = -39858.452277
  nChanged 79
		SP:Iteration 1F (61681.130000 sec): 3 clusters
  Score: Raw -41931.114166 + Penalty 1905.680132 = -40025.434034
  nChanged 19
		SP:Iteration 2F (61681.140000 sec): 3 clusters
  Score: Raw -41982.602972 + Penalty 1905.680132 = -40076.922840
  nChanged 10
		SP:Iteration 3Q (61681.150000 sec): 3 clusters
  Score: Raw -42006.975888 + Penalty 1905.680132 = -40101.295756
  nChanged 8
		SP:Iteration 4Q (61681.160000 sec): 3 clusters
  Score: Raw -42030.286584 + Penalty 1905.680132 = -40124.606452
  nChanged 7
		SP:Iteration 5Q (61681.160000 sec): 3 clusters
  Score: Raw -42047.971276 + Penalty 1905.680132 = -40142.291144
  nChanged 4
		SP:Iteration 6Q (61681.170000 sec): 3 clusters
  Score: Raw -42063.968598 + Penalty 1905.680132 = -40158.288466
  nChanged 8
		SP:Iteration 7Q (61681.180000 sec): 3 clusters
  Score: Raw -42091.258767 + Penalty 1905.680132 = -40185.578635
  nChanged 9
		SP:Iteration 8Q (61681.190000 sec): 3 clusters
  Score: Raw -42132.962678 + Penalty 1905.680132 = -40227.282546
  nChanged 6
		SP:Iteration 9Q (61681.200000 sec): 3 clusters
  Score: Raw -42160.897878 + Penalty 1905.680132 = -40255.217746
  nChanged 5
		SP:Iteration 10Q (61681.200000 sec): 3 clusters
  Score: Raw -42183.510304 + Penalty 1905.680132 = -40277.830172
  nChanged 4
		SP:Iteration 11Q (61681.210000 sec): 3 clusters
  Score: Raw -42200.907884 + Penalty 1905.680132 = -40295.227752
  nChanged 2
		SP:Iteration 12Q (61681.220000 sec): 3 clusters
  Score: Raw -42207.708605 + Penalty 1905.680132 = -40302.028473
  nChanged 1
		SP:Iteration 13Q (61681.230000 sec): 3 clusters
  Score: Raw -42226.020218 + Penalty 1905.680132 = -40320.340086
  nChanged 4
		SP:Iteration 14Q (61681.240000 sec): 3 clusters
  Score: Raw -42242.931225 + Penalty 1905.680132 = -40337.251093
  nChanged 4
		SP:Iteration 15Q (61681.240000 sec): 3 clusters
  Score: Raw -42261.915140 + Penalty 1905.680132 = -40356.235008
  nChanged 0
		SP:Iteration 16F (61681.250000 sec): 3 clusters
  Score: Raw -42261.915140 + Penalty 1905.680132 = -40356.235008
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 43 (1268 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (61681.310000 sec): 2 clusters
  Score: Raw -144549.274873 + Penalty 1161.094372 = -143388.180501
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (61681.340000 sec): 3 clusters
  Score: Raw -144061.267024 + Penalty 2322.188744 = -141739.078280
  nChanged 396
		SP:Iteration 1F (61681.370000 sec): 3 clusters
  Score: Raw -144361.156386 + Penalty 2322.188744 = -142038.967642
  nChanged 103
		SP:Iteration 2F (61681.400000 sec): 3 clusters
  Score: Raw -144451.228954 + Penalty 2322.188744 = -142129.040210
  nChanged 67
		SP:Iteration 3F (61681.430000 sec): 3 clusters
  Score: Raw -144521.814706 + Penalty 2322.188744 = -142199.625962
  nChanged 49
		SP:Iteration 4Q (61681.460000 sec): 3 clusters
  Score: Raw -144572.265789 + Penalty 2322.188744 = -142250.077045
  nChanged 50
		SP:Iteration 5Q (61681.500000 sec): 3 clusters
  Score: Raw -144630.367964 + Penalty 2322.188744 = -142308.179220
  nChanged 48
		SP:Iteration 6Q (61681.530000 sec): 3 clusters
  Score: Raw -144710.685035 + Penalty 2322.188744 = -142388.496291
  nChanged 50
		SP:Iteration 7Q (61681.560000 sec): 3 clusters
  Score: Raw -144775.719089 + Penalty 2322.188744 = -142453.530345
  nChanged 28
		SP:Iteration 8Q (61681.590000 sec): 3 clusters
  Score: Raw -144802.447473 + Penalty 2322.188744 = -142480.258729
  nChanged 21
		SP:Iteration 9Q (61681.620000 sec): 3 clusters
  Score: Raw -144823.064360 + Penalty 2322.188744 = -142500.875616
  nChanged 21
		SP:Iteration 10Q (61681.650000 sec): 3 clusters
  Score: Raw -144845.692712 + Penalty 2322.188744 = -142523.503968
  nChanged 18
		SP:Iteration 11Q (61681.680000 sec): 3 clusters
  Score: Raw -144858.869708 + Penalty 2322.188744 = -142536.680964
  nChanged 11
		SP:Iteration 12Q (61681.720000 sec): 3 clusters
  Score: Raw -144868.755804 + Penalty 2322.188744 = -142546.567060
  nChanged 13
		SP:Iteration 13Q (61681.750000 sec): 3 clusters
  Score: Raw -144880.513612 + Penalty 2322.188744 = -142558.324868
  nChanged 15
		SP:Iteration 14Q (61681.780000 sec): 3 clusters
  Score: Raw -144897.473250 + Penalty 2322.188744 = -142575.284506
  nChanged 12
		SP:Iteration 15Q (61681.810000 sec): 3 clusters
  Score: Raw -144910.963451 + Penalty 2322.188744 = -142588.774707
  nChanged 18
		SP:Iteration 16Q (61681.840000 sec): 3 clusters
  Score: Raw -144924.473308 + Penalty 2322.188744 = -142602.284564
  nChanged 6
		SP:Iteration 17Q (61681.870000 sec): 3 clusters
  Score: Raw -144928.233029 + Penalty 2322.188744 = -142606.044285
  nChanged 8
		SP:Iteration 18Q (61681.900000 sec): 3 clusters
  Score: Raw -144933.523289 + Penalty 2322.188744 = -142611.334545
  nChanged 7
		SP:Iteration 19Q (61681.940000 sec): 3 clusters
  Score: Raw -144939.560430 + Penalty 2322.188744 = -142617.371686
  nChanged 5
		SP:Iteration 20F (61681.970000 sec): 3 clusters
  Score: Raw -144942.021281 + Penalty 2322.188744 = -142619.832537
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 44 (3055 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (61682.100000 sec): 2 clusters
  Score: Raw -373012.850848 + Penalty 1303.986917 = -371708.863931
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (61682.220000 sec): 3 clusters
  Score: Raw -371513.093387 + Penalty 2607.973833 = -368905.119554
  nChanged 1165
		SP:Iteration 1F (61682.290000 sec): 3 clusters
  Score: Raw -372223.392410 + Penalty 2607.973833 = -369615.418577
  nChanged 286
		SP:Iteration 2F (61682.360000 sec): 3 clusters
  Score: Raw -372444.955685 + Penalty 2607.973833 = -369836.981851
  nChanged 184
		SP:Iteration 3F (61682.420000 sec): 3 clusters
  Score: Raw -372582.416194 + Penalty 2607.973833 = -369974.442360
  nChanged 133
		SP:Iteration 4Q (61682.480000 sec): 3 clusters
  Score: Raw -372663.999316 + Penalty 2607.973833 = -370056.025482
  nChanged 101
		SP:Iteration 5Q (61682.540000 sec): 3 clusters
  Score: Raw -372730.709303 + Penalty 2607.973833 = -370122.735469
  nChanged 91
		SP:Iteration 6Q (61682.590000 sec): 3 clusters
  Score: Raw -372789.100224 + Penalty 2607.973833 = -370181.126390
  nChanged 87
		SP:Iteration 7Q (61682.650000 sec): 3 clusters
  Score: Raw -372839.709919 + Penalty 2607.973833 = -370231.736086
  nChanged 68
		SP:Iteration 8Q (61682.710000 sec): 3 clusters
  Score: Raw -372881.635888 + Penalty 2607.973833 = -370273.662054
  nChanged 48
		SP:Iteration 9Q (61682.770000 sec): 3 clusters
  Score: Raw -372912.905812 + Penalty 2607.973833 = -370304.931979
  nChanged 50
		SP:Iteration 10Q (61682.830000 sec): 3 clusters
  Score: Raw -372965.181365 + Penalty 2607.973833 = -370357.207532
  nChanged 54
		SP:Iteration 11Q (61682.890000 sec): 3 clusters
  Score: Raw -373038.888760 + Penalty 2607.973833 = -370430.914926
  nChanged 66
		SP:Iteration 12Q (61682.940000 sec): 3 clusters
  Score: Raw -373092.012171 + Penalty 2607.973833 = -370484.038338
  nChanged 56
		SP:Iteration 13Q (61683.000000 sec): 3 clusters
  Score: Raw -373134.545922 + Penalty 2607.973833 = -370526.572088
  nChanged 50
		SP:Iteration 14Q (61683.060000 sec): 3 clusters
  Score: Raw -373167.616824 + Penalty 2607.973833 = -370559.642991
  nChanged 46
		SP:Iteration 15Q (61683.110000 sec): 3 clusters
  Score: Raw -373193.427200 + Penalty 2607.973833 = -370585.453367
  nChanged 42
		SP:Iteration 16Q (61683.170000 sec): 3 clusters
  Score: Raw -373218.788579 + Penalty 2607.973833 = -370610.814746
  nChanged 42
		SP:Iteration 17Q (61683.230000 sec): 3 clusters
  Score: Raw -373245.212832 + Penalty 2607.973833 = -370637.238999
  nChanged 28
		SP:Iteration 18Q (61683.290000 sec): 3 clusters
  Score: Raw -373259.943886 + Penalty 2607.973833 = -370651.970053
  nChanged 34
		SP:Iteration 19Q (61683.350000 sec): 3 clusters
  Score: Raw -373277.295577 + Penalty 2607.973833 = -370669.321744
  nChanged 27
		SP:Iteration 20F (61683.400000 sec): 3 clusters
  Score: Raw -373292.110226 + Penalty 2607.973833 = -370684.136392
  nChanged 20
		SP:Iteration 21Q (61683.460000 sec): 3 clusters
  Score: Raw -373302.559451 + Penalty 2607.973833 = -370694.585618
  nChanged 21
		SP:Iteration 22Q (61683.520000 sec): 3 clusters
  Score: Raw -373312.816374 + Penalty 2607.973833 = -370704.842541
  nChanged 32
		SP:Iteration 23Q (61683.570000 sec): 3 clusters
  Score: Raw -373328.670297 + Penalty 2607.973833 = -370720.696464
  nChanged 26
		SP:Iteration 24Q (61683.630000 sec): 3 clusters
  Score: Raw -373341.247858 + Penalty 2607.973833 = -370733.274024
  nChanged 29
		SP:Iteration 25Q (61683.710000 sec): 3 clusters
  Score: Raw -373357.002480 + Penalty 2607.973833 = -370749.028647
  nChanged 37
		SP:Iteration 26Q (61683.770000 sec): 3 clusters
  Score: Raw -373376.555216 + Penalty 2607.973833 = -370768.581383
  nChanged 41
		SP:Iteration 27Q (61683.820000 sec): 3 clusters
  Score: Raw -373409.855448 + Penalty 2607.973833 = -370801.881615
  nChanged 55
		SP:Iteration 28Q (61683.880000 sec): 3 clusters
  Score: Raw -373471.857631 + Penalty 2607.973833 = -370863.883798
  nChanged 67
		SP:Iteration 29Q (61683.940000 sec): 3 clusters
  Score: Raw -373570.294294 + Penalty 2607.973833 = -370962.320461
  nChanged 65
		SP:Iteration 30Q (61683.990000 sec): 3 clusters
  Score: Raw -373657.299512 + Penalty 2607.973833 = -371049.325679
  nChanged 75
		SP:Iteration 31Q (61684.050000 sec): 3 clusters
  Score: Raw -373736.695152 + Penalty 2607.973833 = -371128.721319
  nChanged 72
		SP:Iteration 32Q (61684.110000 sec): 3 clusters
  Score: Raw -373828.186871 + Penalty 2607.973833 = -371220.213037
  nChanged 68
		SP:Iteration 33Q (61684.170000 sec): 3 clusters
  Score: Raw -373909.627424 + Penalty 2607.973833 = -371301.653590
  nChanged 52
		SP:Iteration 34Q (61684.220000 sec): 3 clusters
  Score: Raw -373968.109524 + Penalty 2607.973833 = -371360.135691
  nChanged 41
		SP:Iteration 35Q (61684.280000 sec): 3 clusters
  Score: Raw -374002.232121 + Penalty 2607.973833 = -371394.258288
  nChanged 30
		SP:Iteration 36Q (61684.340000 sec): 3 clusters
  Score: Raw -374026.104389 + Penalty 2607.973833 = -371418.130556
  nChanged 18
		SP:Iteration 37Q (61684.390000 sec): 3 clusters
  Score: Raw -374038.594800 + Penalty 2607.973833 = -371430.620966
  nChanged 11
		SP:Iteration 38Q (61684.450000 sec): 3 clusters
  Score: Raw -374043.094538 + Penalty 2607.973833 = -371435.120705
  nChanged 6
		SP:Iteration 39Q (61684.510000 sec): 3 clusters
  Score: Raw -374045.603417 + Penalty 2607.973833 = -371437.629584
  nChanged 3
		SP:Iteration 40F (61684.570000 sec): 3 clusters
  Score: Raw -374055.775750 + Penalty 2607.973833 = -371447.801916
  nChanged 10
		SP:Iteration 41Q (61684.620000 sec): 3 clusters
  Score: Raw -374063.819692 + Penalty 2607.973833 = -371455.845859
  nChanged 9
		SP:Iteration 42Q (61684.680000 sec): 3 clusters
  Score: Raw -374070.197904 + Penalty 2607.973833 = -371462.224071
  nChanged 14
		SP:Iteration 43Q (61684.740000 sec): 3 clusters
  Score: Raw -374078.564053 + Penalty 2607.973833 = -371470.590220
  nChanged 11
		SP:Iteration 44Q (61684.790000 sec): 3 clusters
  Score: Raw -374084.212150 + Penalty 2607.973833 = -371476.238317
  nChanged 6
		SP:Iteration 45Q (61684.850000 sec): 3 clusters
  Score: Raw -374087.022210 + Penalty 2607.973833 = -371479.048377
  nChanged 7
		SP:Iteration 46Q (61684.910000 sec): 3 clusters
  Score: Raw -374089.571589 + Penalty 2607.973833 = -371481.597756
  nChanged 5
		SP:Iteration 47Q (61684.970000 sec): 3 clusters
  Score: Raw -374091.366535 + Penalty 2607.973833 = -371483.392702
  nChanged 0
		SP:Iteration 48F (61685.030000 sec): 3 clusters
  Score: Raw -374091.366535 + Penalty 2607.973833 = -371483.392702
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 45 (1707 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (61685.080000 sec): 2 clusters
  Score: Raw -191762.323411 + Penalty 1209.405067 = -190552.918344
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (61685.120000 sec): 3 clusters
  Score: Raw -191080.328742 + Penalty 2418.810135 = -188661.518607
  nChanged 613
		SP:Iteration 1F (61685.150000 sec): 3 clusters
  Score: Raw -191551.027279 + Penalty 2418.810135 = -189132.217144
  nChanged 158
		SP:Iteration 2F (61685.190000 sec): 3 clusters
  Score: Raw -191709.582203 + Penalty 2418.810135 = -189290.772068
  nChanged 114
		SP:Iteration 3F (61685.220000 sec): 3 clusters
  Score: Raw -191821.906538 + Penalty 2418.810135 = -189403.096403
  nChanged 76
		SP:Iteration 4Q (61685.250000 sec): 3 clusters
  Score: Raw -191905.264987 + Penalty 2418.810135 = -189486.454852
  nChanged 74
		SP:Iteration 5Q (61685.290000 sec): 3 clusters
  Score: Raw -191998.573692 + Penalty 2418.810135 = -189579.763557
  nChanged 77
		SP:Iteration 6Q (61685.320000 sec): 3 clusters
  Score: Raw -192092.979281 + Penalty 2418.810135 = -189674.169146
  nChanged 63
		SP:Iteration 7Q (61685.350000 sec): 3 clusters
  Score: Raw -192177.115492 + Penalty 2418.810135 = -189758.305357
  nChanged 47
		SP:Iteration 8Q (61685.380000 sec): 3 clusters
  Score: Raw -192252.257365 + Penalty 2418.810135 = -189833.447230
  nChanged 45
		SP:Iteration 9Q (61685.410000 sec): 3 clusters
  Score: Raw -192325.424418 + Penalty 2418.810135 = -189906.614283
  nChanged 46
		SP:Iteration 10Q (61685.450000 sec): 3 clusters
  Score: Raw -192387.599887 + Penalty 2418.810135 = -189968.789752
  nChanged 39
		SP:Iteration 11Q (61685.480000 sec): 3 clusters
  Score: Raw -192453.009579 + Penalty 2418.810135 = -190034.199444
  nChanged 42
		SP:Iteration 12Q (61685.510000 sec): 3 clusters
  Score: Raw -192536.646598 + Penalty 2418.810135 = -190117.836463
  nChanged 35
		SP:Iteration 13Q (61685.540000 sec): 3 clusters
  Score: Raw -192593.893278 + Penalty 2418.810135 = -190175.083143
  nChanged 22
		SP:Iteration 14Q (61685.580000 sec): 3 clusters
  Score: Raw -192629.853385 + Penalty 2418.810135 = -190211.043250
  nChanged 19
		SP:Iteration 15Q (61685.610000 sec): 3 clusters
  Score: Raw -192658.316472 + Penalty 2418.810135 = -190239.506337
  nChanged 17
		SP:Iteration 16Q (61685.640000 sec): 3 clusters
  Score: Raw -192687.114251 + Penalty 2418.810135 = -190268.304116
  nChanged 24
		SP:Iteration 17Q (61685.670000 sec): 3 clusters
  Score: Raw -192725.016022 + Penalty 2418.810135 = -190306.205887
  nChanged 24
		SP:Iteration 18Q (61685.710000 sec): 3 clusters
  Score: Raw -192755.872044 + Penalty 2418.810135 = -190337.061909
  nChanged 32
		SP:Iteration 19Q (61685.740000 sec): 3 clusters
  Score: Raw -192804.822292 + Penalty 2418.810135 = -190386.012157
  nChanged 36
		SP:Iteration 20F (61685.770000 sec): 3 clusters
  Score: Raw -192858.376471 + Penalty 2418.810135 = -190439.566336
  nChanged 30
		SP:Iteration 21Q (61685.810000 sec): 3 clusters
  Score: Raw -192888.774277 + Penalty 2418.810135 = -190469.964142
  nChanged 19
		SP:Iteration 22Q (61685.840000 sec): 3 clusters
  Score: Raw -192905.472663 + Penalty 2418.810135 = -190486.662529
  nChanged 20
		SP:Iteration 23Q (61685.870000 sec): 3 clusters
  Score: Raw -192924.501020 + Penalty 2418.810135 = -190505.690885
  nChanged 14
		SP:Iteration 24Q (61685.910000 sec): 3 clusters
  Score: Raw -192932.741539 + Penalty 2418.810135 = -190513.931404
  nChanged 8
		SP:Iteration 25Q (61685.940000 sec): 3 clusters
  Score: Raw -192943.242950 + Penalty 2418.810135 = -190524.432815
  nChanged 12
		SP:Iteration 26Q (61685.970000 sec): 3 clusters
  Score: Raw -192955.023261 + Penalty 2418.810135 = -190536.213126
  nChanged 11
		SP:Iteration 27Q (61686.010000 sec): 3 clusters
  Score: Raw -192967.136043 + Penalty 2418.810135 = -190548.325908
  nChanged 15
		SP:Iteration 28Q (61686.040000 sec): 3 clusters
  Score: Raw -192982.239695 + Penalty 2418.810135 = -190563.429560
  nChanged 18
		SP:Iteration 29Q (61686.070000 sec): 3 clusters
  Score: Raw -193004.479071 + Penalty 2418.810135 = -190585.668936
  nChanged 19
		SP:Iteration 30Q (61686.100000 sec): 3 clusters
  Score: Raw -193031.452406 + Penalty 2418.810135 = -190612.642272
  nChanged 23
		SP:Iteration 31Q (61686.140000 sec): 3 clusters
  Score: Raw -193055.075712 + Penalty 2418.810135 = -190636.265577
  nChanged 15
		SP:Iteration 32Q (61686.170000 sec): 3 clusters
  Score: Raw -193076.078782 + Penalty 2418.810135 = -190657.268647
  nChanged 21
		SP:Iteration 33Q (61686.200000 sec): 3 clusters
  Score: Raw -193100.358943 + Penalty 2418.810135 = -190681.548808
  nChanged 12
		SP:Iteration 34Q (61686.230000 sec): 3 clusters
  Score: Raw -193115.322862 + Penalty 2418.810135 = -190696.512727
  nChanged 14
		SP:Iteration 35Q (61686.270000 sec): 3 clusters
  Score: Raw -193127.529740 + Penalty 2418.810135 = -190708.719605
  nChanged 11
		SP:Iteration 36Q (61686.300000 sec): 3 clusters
  Score: Raw -193134.636027 + Penalty 2418.810135 = -190715.825892
  nChanged 7
		SP:Iteration 37Q (61686.330000 sec): 3 clusters
  Score: Raw -193138.617278 + Penalty 2418.810135 = -190719.807143
  nChanged 3
		SP:Iteration 38Q (61686.370000 sec): 3 clusters
  Score: Raw -193141.658230 + Penalty 2418.810135 = -190722.848095
  nChanged 5
		SP:Iteration 39Q (61686.410000 sec): 3 clusters
  Score: Raw -193144.840502 + Penalty 2418.810135 = -190726.030367
  nChanged 4
		SP:Iteration 40F (61686.450000 sec): 3 clusters
  Score: Raw -193150.367298 + Penalty 2418.810135 = -190731.557164
  nChanged 9
		SP:Iteration 41Q (61686.480000 sec): 3 clusters
  Score: Raw -193161.126567 + Penalty 2418.810135 = -190742.316432
  nChanged 9
		SP:Iteration 42Q (61686.510000 sec): 3 clusters
  Score: Raw -193170.562360 + Penalty 2418.810135 = -190751.752225
  nChanged 6
		SP:Iteration 43Q (61686.550000 sec): 3 clusters
  Score: Raw -193178.125013 + Penalty 2418.810135 = -190759.314878
  nChanged 9
		SP:Iteration 44Q (61686.580000 sec): 3 clusters
  Score: Raw -193191.292984 + Penalty 2418.810135 = -190772.482849
  nChanged 15
		SP:Iteration 45Q (61686.610000 sec): 3 clusters
  Score: Raw -193211.084662 + Penalty 2418.810135 = -190792.274527
  nChanged 10
		SP:Iteration 46Q (61686.640000 sec): 3 clusters
  Score: Raw -193219.199604 + Penalty 2418.810135 = -190800.389470
  nChanged 3
		SP:Iteration 47Q (61686.680000 sec): 3 clusters
  Score: Raw -193221.291896 + Penalty 2418.810135 = -190802.481761
  nChanged 5
		SP:Iteration 48Q (61686.710000 sec): 3 clusters
  Score: Raw -193225.570956 + Penalty 2418.810135 = -190806.760821
  nChanged 4
		SP:Iteration 49Q (61686.740000 sec): 3 clusters
  Score: Raw -193228.634593 + Penalty 2418.810135 = -190809.824458
  nChanged 2
		SP:Iteration 50Q (61686.770000 sec): 3 clusters
  Score: Raw -193229.353137 + Penalty 2418.810135 = -190810.543002
  nChanged 0
		SP:Iteration 51F (61686.810000 sec): 3 clusters
  Score: Raw -193229.353137 + Penalty 2418.810135 = -190810.543002
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 68.
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 46 (26771 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (61687.070000 sec): 2 clusters
  Score: Raw -3082873.084778 + Penalty 1656.699605 = -3081216.385173
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (61687.460000 sec): 3 clusters
  Score: Raw -3066517.777427 + Penalty 3313.399210 = -3063204.378217
  nChanged 12121
		SP:Iteration 1F (61687.850000 sec): 3 clusters
  Score: Raw -3073577.733988 + Penalty 3313.399210 = -3070264.334779
  nChanged 1591
		SP:Iteration 2F (61688.280000 sec): 3 clusters
  Score: Raw -3074418.287368 + Penalty 3313.399210 = -3071104.888158
  nChanged 1626
		SP:Iteration 3F (61688.660000 sec): 3 clusters
  Score: Raw -3075449.578898 + Penalty 3313.399210 = -3072136.179689
  nChanged 1776
		SP:Iteration 4F (61689.030000 sec): 3 clusters
  Score: Raw -3076653.364140 + Penalty 3313.399210 = -3073339.964930
  nChanged 1846
		SP:Iteration 5F (61689.420000 sec): 3 clusters
  Score: Raw -3077957.055389 + Penalty 3313.399210 = -3074643.656180
  nChanged 1817
		SP:Iteration 6F (61689.700000 sec): 3 clusters
  Score: Raw -3079236.055687 + Penalty 3313.399210 = -3075922.656477
  nChanged 1619
		SP:Iteration 7F (61690.100000 sec): 3 clusters
  Score: Raw -3080187.316484 + Penalty 3313.399210 = -3076873.917274
  nChanged 1264
		SP:Iteration 8Q (61690.490000 sec): 3 clusters
  Score: Raw -3080791.039837 + Penalty 3313.399210 = -3077477.640627
  nChanged 936
		SP:Iteration 9Q (61690.860000 sec): 3 clusters
  Score: Raw -3081170.599094 + Penalty 3313.399210 = -3077857.199884
  nChanged 734
		SP:Iteration 10Q (61691.250000 sec): 3 clusters
  Score: Raw -3081441.291397 + Penalty 3313.399210 = -3078127.892187
  nChanged 593
		SP:Iteration 11Q (61691.630000 sec): 3 clusters
  Score: Raw -3081603.374898 + Penalty 3313.399210 = -3078289.975688
  nChanged 440
		SP:Iteration 12Q (61692.060000 sec): 3 clusters
  Score: Raw -3081716.527288 + Penalty 3313.399210 = -3078403.128078
  nChanged 397
		SP:Iteration 13Q (61692.440000 sec): 3 clusters
  Score: Raw -3081823.779572 + Penalty 3313.399210 = -3078510.380363
  nChanged 366
		SP:Iteration 14Q (61692.870000 sec): 3 clusters
  Score: Raw -3081933.159324 + Penalty 3313.399210 = -3078619.760115
  nChanged 342
		SP:Iteration 15Q (61693.250000 sec): 3 clusters
  Score: Raw -3082039.224342 + Penalty 3313.399210 = -3078725.825133
  nChanged 331
		SP:Iteration 16Q (61693.680000 sec): 3 clusters
  Score: Raw -3082176.984356 + Penalty 3313.399210 = -3078863.585146
  nChanged 399
		SP:Iteration 17Q (61694.070000 sec): 3 clusters
  Score: Raw -3082394.715711 + Penalty 3313.399210 = -3079081.316501
  nChanged 414
		SP:Iteration 18Q (61694.490000 sec): 3 clusters
  Score: Raw -3082757.579585 + Penalty 3313.399210 = -3079444.180375
  nChanged 444
		SP:Iteration 19Q (61694.880000 sec): 3 clusters
  Score: Raw -3083178.861623 + Penalty 3313.399210 = -3079865.462414
  nChanged 425
		SP:Iteration 20F (61695.310000 sec): 3 clusters
  Score: Raw -3083547.861918 + Penalty 3313.399210 = -3080234.462709
  nChanged 360
		SP:Iteration 21Q (61695.650000 sec): 3 clusters
  Score: Raw -3083709.365280 + Penalty 3313.399210 = -3080395.966070
  nChanged 246
		SP:Iteration 22Q (61696.000000 sec): 3 clusters
  Score: Raw -3083761.293946 + Penalty 3313.399210 = -3080447.894736
  nChanged 172
		SP:Iteration 23Q (61696.340000 sec): 3 clusters
  Score: Raw -3083784.738729 + Penalty 3313.399210 = -3080471.339519
  nChanged 114
		SP:Iteration 24Q (61696.730000 sec): 3 clusters
  Score: Raw -3083797.881422 + Penalty 3313.399210 = -3080484.482213
  nChanged 80
		SP:Iteration 25Q (61697.150000 sec): 3 clusters
  Score: Raw -3083804.888019 + Penalty 3313.399210 = -3080491.488809
  nChanged 62
		SP:Iteration 26Q (61697.580000 sec): 3 clusters
  Score: Raw -3083811.117520 + Penalty 3313.399210 = -3080497.718310
  nChanged 60
		SP:Iteration 27Q (61697.930000 sec): 3 clusters
  Score: Raw -3083815.938325 + Penalty 3313.399210 = -3080502.539115
  nChanged 44
		SP:Iteration 28Q (61698.280000 sec): 3 clusters
  Score: Raw -3083818.722198 + Penalty 3313.399210 = -3080505.322989
  nChanged 32
		SP:Iteration 29Q (61698.630000 sec): 3 clusters
  Score: Raw -3083820.845768 + Penalty 3313.399210 = -3080507.446559
  nChanged 34
		SP:Iteration 30Q (61698.980000 sec): 3 clusters
  Score: Raw -3083823.193714 + Penalty 3313.399210 = -3080509.794504
  nChanged 21
		SP:Iteration 31Q (61699.330000 sec): 3 clusters
  Score: Raw -3083824.285076 + Penalty 3313.399210 = -3080510.885867
  nChanged 16
		SP:Iteration 32Q (61699.680000 sec): 3 clusters
  Score: Raw -3083825.472833 + Penalty 3313.399210 = -3080512.073623
  nChanged 20
		SP:Iteration 33Q (61700.030000 sec): 3 clusters
  Score: Raw -3083826.638207 + Penalty 3313.399210 = -3080513.238998
  nChanged 11
		SP:Iteration 34Q (61700.380000 sec): 3 clusters
  Score: Raw -3083827.258009 + Penalty 3313.399210 = -3080513.858799
  nChanged 8
		SP:Iteration 35Q (61700.740000 sec): 3 clusters
  Score: Raw -3083827.754110 + Penalty 3313.399210 = -3080514.354900
  nChanged 6
		SP:Iteration 36Q (61701.090000 sec): 3 clusters
  Score: Raw -3083828.198566 + Penalty 3313.399210 = -3080514.799356
  nChanged 8
		SP:Iteration 37Q (61701.440000 sec): 3 clusters
  Score: Raw -3083828.834933 + Penalty 3313.399210 = -3080515.435724
  nChanged 13
		SP:Iteration 38Q (61701.790000 sec): 3 clusters
  Score: Raw -3083829.855347 + Penalty 3313.399210 = -3080516.456138
  nChanged 14
		SP:Iteration 39Q (61702.140000 sec): 3 clusters
  Score: Raw -3083830.660275 + Penalty 3313.399210 = -3080517.261066
  nChanged 11
		SP:Iteration 40F (61702.540000 sec): 3 clusters
  Score: Raw -3083831.201824 + Penalty 3313.399210 = -3080517.802614
  nChanged 4
		SP:Iteration 41Q (61702.930000 sec): 3 clusters
  Score: Raw -3083831.495558 + Penalty 3313.399210 = -3080518.096348
  nChanged 6
		SP:Iteration 42Q (61703.280000 sec): 3 clusters
  Score: Raw -3083831.760637 + Penalty 3313.399210 = -3080518.361427
  nChanged 3
		SP:Iteration 43Q (61703.620000 sec): 3 clusters
  Score: Raw -3083831.906670 + Penalty 3313.399210 = -3080518.507461
  nChanged 2
		SP:Iteration 44Q (61703.970000 sec): 3 clusters
  Score: Raw -3083832.008230 + Penalty 3313.399210 = -3080518.609021
  nChanged 4
		SP:Iteration 45Q (61704.310000 sec): 3 clusters
  Score: Raw -3083832.220982 + Penalty 3313.399210 = -3080518.821772
  nChanged 6
		SP:Iteration 46Q (61704.660000 sec): 3 clusters
  Score: Raw -3083832.436029 + Penalty 3313.399210 = -3080519.036819
  nChanged 1
		SP:Iteration 47Q (61705.000000 sec): 3 clusters
  Score: Raw -3083832.465242 + Penalty 3313.399210 = -3080519.066032
  nChanged 0
		SP:Iteration 48F (61705.400000 sec): 3 clusters
  Score: Raw -3083832.465242 + Penalty 3313.399210 = -3080519.066032
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 47 (1165 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (61705.500000 sec): 2 clusters
  Score: Raw -151376.878718 + Penalty 1147.327409 = -150229.551308
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (61705.520000 sec): 3 clusters
  Score: Raw -150994.393989 + Penalty 2294.654819 = -148699.739170
  nChanged 339
		SP:Iteration 1F (61705.560000 sec): 3 clusters
  Score: Raw -151287.605916 + Penalty 2294.654819 = -148992.951097
  nChanged 104
		SP:Iteration 2F (61705.590000 sec): 3 clusters
  Score: Raw -151393.116845 + Penalty 2294.654819 = -149098.462026
  nChanged 53
		SP:Iteration 3Q (61705.620000 sec): 3 clusters
  Score: Raw -151452.111269 + Penalty 2294.654819 = -149157.456450
  nChanged 43
		SP:Iteration 4Q (61705.640000 sec): 3 clusters
  Score: Raw -151495.413837 + Penalty 2294.654819 = -149200.759018
  nChanged 29
		SP:Iteration 5Q (61705.670000 sec): 3 clusters
  Score: Raw -151525.685582 + Penalty 2294.654819 = -149231.030763
  nChanged 27
		SP:Iteration 6Q (61705.690000 sec): 3 clusters
  Score: Raw -151550.986151 + Penalty 2294.654819 = -149256.331332
  nChanged 25
		SP:Iteration 7Q (61705.720000 sec): 3 clusters
  Score: Raw -151582.813183 + Penalty 2294.654819 = -149288.158364
  nChanged 24
		SP:Iteration 8Q (61705.740000 sec): 3 clusters
  Score: Raw -151608.877957 + Penalty 2294.654819 = -149314.223138
  nChanged 22
		SP:Iteration 9Q (61705.770000 sec): 3 clusters
  Score: Raw -151630.156786 + Penalty 2294.654819 = -149335.501967
  nChanged 24
		SP:Iteration 10Q (61705.790000 sec): 3 clusters
  Score: Raw -151651.600088 + Penalty 2294.654819 = -149356.945269
  nChanged 18
		SP:Iteration 11Q (61705.820000 sec): 3 clusters
  Score: Raw -151666.256953 + Penalty 2294.654819 = -149371.602134
  nChanged 20
		SP:Iteration 12Q (61705.840000 sec): 3 clusters
  Score: Raw -151680.338865 + Penalty 2294.654819 = -149385.684046
  nChanged 15
		SP:Iteration 13Q (61705.860000 sec): 3 clusters
  Score: Raw -151695.136274 + Penalty 2294.654819 = -149400.481455
  nChanged 14
		SP:Iteration 14Q (61705.890000 sec): 3 clusters
  Score: Raw -151705.958571 + Penalty 2294.654819 = -149411.303752
  nChanged 20
		SP:Iteration 15Q (61705.910000 sec): 3 clusters
  Score: Raw -151721.468454 + Penalty 2294.654819 = -149426.813635
  nChanged 12
		SP:Iteration 16Q (61705.940000 sec): 3 clusters
  Score: Raw -151729.973015 + Penalty 2294.654819 = -149435.318196
  nChanged 13
		SP:Iteration 17Q (61705.960000 sec): 3 clusters
  Score: Raw -151738.790166 + Penalty 2294.654819 = -149444.135347
  nChanged 12
		SP:Iteration 18Q (61705.990000 sec): 3 clusters
  Score: Raw -151752.069475 + Penalty 2294.654819 = -149457.414656
  nChanged 18
		SP:Iteration 19Q (61706.010000 sec): 3 clusters
  Score: Raw -151768.293041 + Penalty 2294.654819 = -149473.638222
  nChanged 9
		SP:Iteration 20F (61706.040000 sec): 3 clusters
  Score: Raw -151777.327527 + Penalty 2294.654819 = -149482.672708
  nChanged 11
		SP:Iteration 21Q (61706.060000 sec): 3 clusters
  Score: Raw -151800.513175 + Penalty 2294.654819 = -149505.858356
  nChanged 10
		SP:Iteration 22Q (61706.080000 sec): 3 clusters
  Score: Raw -151814.083231 + Penalty 2294.654819 = -149519.428412
  nChanged 10
		SP:Iteration 23Q (61706.120000 sec): 3 clusters
  Score: Raw -151824.988732 + Penalty 2294.654819 = -149530.333913
  nChanged 4
		SP:Iteration 24Q (61706.140000 sec): 3 clusters
  Score: Raw -151827.740092 + Penalty 2294.654819 = -149533.085273
  nChanged 6
		SP:Iteration 25Q (61706.160000 sec): 3 clusters
  Score: Raw -151834.234959 + Penalty 2294.654819 = -149539.580140
  nChanged 1
		SP:Iteration 26Q (61706.190000 sec): 3 clusters
  Score: Raw -151835.111880 + Penalty 2294.654819 = -149540.457061
  nChanged 2
		SP:Iteration 27Q (61706.210000 sec): 3 clusters
  Score: Raw -151835.959301 + Penalty 2294.654819 = -149541.304482
  nChanged 1
		SP:Iteration 28Q (61706.240000 sec): 3 clusters
  Score: Raw -151836.094201 + Penalty 2294.654819 = -149541.439382
  nChanged 0
		SP:Iteration 29F (61706.270000 sec): 3 clusters
  Score: Raw -151836.094201 + Penalty 2294.654819 = -149541.439382
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 48 (515 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (61706.310000 sec): 2 clusters
  Score: Raw -36801.826164 + Penalty 1014.677121 = -35787.149043
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (61706.330000 sec): 3 clusters
  Score: Raw -36794.890235 + Penalty 2029.354243 = -34765.535992
  nChanged 141
		SP:Iteration 1F (61706.340000 sec): 3 clusters
  Score: Raw -37188.864755 + Penalty 2029.354243 = -35159.510513
  nChanged 55
		SP:Iteration 2F (61706.360000 sec): 3 clusters
  Score: Raw -37424.379403 + Penalty 2029.354243 = -35395.025161
  nChanged 28
		SP:Iteration 3F (61706.370000 sec): 3 clusters
  Score: Raw -37513.420726 + Penalty 2029.354243 = -35484.066484
  nChanged 23
		SP:Iteration 4Q (61706.390000 sec): 3 clusters
  Score: Raw -37621.867859 + Penalty 2029.354243 = -35592.513617
  nChanged 22
		SP:Iteration 5Q (61706.400000 sec): 3 clusters
  Score: Raw -37742.286701 + Penalty 2029.354243 = -35712.932458
  nChanged 22
		SP:Iteration 6Q (61706.410000 sec): 3 clusters
  Score: Raw -37851.043716 + Penalty 2029.354243 = -35821.689473
  nChanged 28
		SP:Iteration 7F (61706.430000 sec): 3 clusters
  Score: Raw -37983.096890 + Penalty 2029.354243 = -35953.742648
  nChanged 36
		SP:Iteration 8F (61706.450000 sec): 3 clusters
  Score: Raw -38265.190493 + Penalty 2029.354243 = -36235.836250
  nChanged 23
		SP:Iteration 9Q (61706.460000 sec): 3 clusters
  Score: Raw -38477.876646 + Penalty 2029.354243 = -36448.522403
  nChanged 17
		SP:Iteration 10Q (61706.470000 sec): 3 clusters
  Score: Raw -38648.249074 + Penalty 2029.354243 = -36618.894831
  nChanged 4
		SP:Iteration 11Q (61706.490000 sec): 3 clusters
  Score: Raw -38694.583345 + Penalty 2029.354243 = -36665.229102
  nChanged 3
		SP:Iteration 12Q (61706.500000 sec): 3 clusters
  Score: Raw -38845.581731 + Penalty 2029.354243 = -36816.227489
  nChanged 6
		SP:Iteration 13Q (61706.520000 sec): 3 clusters
  Score: Raw -38868.415125 + Penalty 2029.354243 = -36839.060883
  nChanged 1
		SP:Iteration 14Q (61706.530000 sec): 3 clusters
  Score: Raw -38872.099030 + Penalty 2029.354243 = -36842.744788
  nChanged 4
		SP:Iteration 15Q (61706.550000 sec): 3 clusters
  Score: Raw -38881.601388 + Penalty 2029.354243 = -36852.247146
  nChanged 3
		SP:Iteration 16Q (61706.560000 sec): 3 clusters
  Score: Raw -38901.974337 + Penalty 2029.354243 = -36872.620095
  nChanged 3
		SP:Iteration 17Q (61706.580000 sec): 3 clusters
  Score: Raw -38919.478305 + Penalty 2029.354243 = -36890.124062
  nChanged 3
		SP:Iteration 18Q (61706.590000 sec): 3 clusters
  Score: Raw -38938.891011 + Penalty 2029.354243 = -36909.536769
  nChanged 4
		SP:Iteration 19Q (61706.610000 sec): 3 clusters
  Score: Raw -38950.438623 + Penalty 2029.354243 = -36921.084380
  nChanged 3
		SP:Iteration 20F (61706.630000 sec): 3 clusters
  Score: Raw -38969.303665 + Penalty 2029.354243 = -36939.949423
  nChanged 4
		SP:Iteration 21Q (61706.640000 sec): 3 clusters
  Score: Raw -38993.127683 + Penalty 2029.354243 = -36963.773440
  nChanged 3
		SP:Iteration 22Q (61706.650000 sec): 3 clusters
  Score: Raw -39010.308923 + Penalty 2029.354243 = -36980.954680
  nChanged 3
		SP:Iteration 23Q (61706.670000 sec): 3 clusters
  Score: Raw -39043.363180 + Penalty 2029.354243 = -37014.008938
  nChanged 2
		SP:Iteration 24Q (61706.680000 sec): 3 clusters
  Score: Raw -39062.615827 + Penalty 2029.354243 = -37033.261584
  nChanged 1
		SP:Iteration 25Q (61706.700000 sec): 3 clusters
  Score: Raw -39065.754680 + Penalty 2029.354243 = -37036.400437
  nChanged 1
		SP:Iteration 26Q (61706.710000 sec): 3 clusters
  Score: Raw -39066.779903 + Penalty 2029.354243 = -37037.425660
  nChanged 0
		SP:Iteration 27F (61706.730000 sec): 3 clusters
  Score: Raw -39066.779903 + Penalty 2029.354243 = -37037.425660
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 69.
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 49 (17270 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (61706.930000 sec): 2 clusters
  Score: Raw -2085566.193389 + Penalty 1585.468003 = -2083980.725386
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (61707.280000 sec): 3 clusters
  Score: Raw -2075373.269644 + Penalty 3170.936006 = -2072202.333638
  nChanged 7663
		SP:Iteration 1F (61707.570000 sec): 3 clusters
  Score: Raw -2079657.098986 + Penalty 3170.936006 = -2076486.162980
  nChanged 1025
		SP:Iteration 2F (61707.810000 sec): 3 clusters
  Score: Raw -2080175.963993 + Penalty 3170.936006 = -2077005.027987
  nChanged 1000
		SP:Iteration 3F (61708.090000 sec): 3 clusters
  Score: Raw -2080788.009206 + Penalty 3170.936006 = -2077617.073201
  nChanged 1016
		SP:Iteration 4F (61708.390000 sec): 3 clusters
  Score: Raw -2081499.681365 + Penalty 3170.936006 = -2078328.745359
  nChanged 1101
		SP:Iteration 5F (61708.690000 sec): 3 clusters
  Score: Raw -2082307.613076 + Penalty 3170.936006 = -2079136.677071
  nChanged 1156
		SP:Iteration 6F (61708.990000 sec): 3 clusters
  Score: Raw -2083194.868076 + Penalty 3170.936006 = -2080023.932070
  nChanged 1051
		SP:Iteration 7F (61709.280000 sec): 3 clusters
  Score: Raw -2084046.991100 + Penalty 3170.936006 = -2080876.055094
  nChanged 895
		SP:Iteration 8F (61709.580000 sec): 3 clusters
  Score: Raw -2084754.846382 + Penalty 3170.936006 = -2081583.910377
  nChanged 697
		SP:Iteration 9Q (61709.880000 sec): 3 clusters
  Score: Raw -2085295.715821 + Penalty 3170.936006 = -2082124.779815
  nChanged 530
		SP:Iteration 10Q (61710.180000 sec): 3 clusters
  Score: Raw -2085685.761969 + Penalty 3170.936006 = -2082514.825963
  nChanged 411
		SP:Iteration 11Q (61710.480000 sec): 3 clusters
  Score: Raw -2085904.411559 + Penalty 3170.936006 = -2082733.475553
  nChanged 286
		SP:Iteration 12Q (61710.770000 sec): 3 clusters
  Score: Raw -2086040.561859 + Penalty 3170.936006 = -2082869.625854
  nChanged 238
		SP:Iteration 13Q (61711.070000 sec): 3 clusters
  Score: Raw -2086136.782464 + Penalty 3170.936006 = -2082965.846459
  nChanged 187
		SP:Iteration 14Q (61711.370000 sec): 3 clusters
  Score: Raw -2086203.885642 + Penalty 3170.936006 = -2083032.949636
  nChanged 166
		SP:Iteration 15Q (61711.670000 sec): 3 clusters
  Score: Raw -2086258.679445 + Penalty 3170.936006 = -2083087.743440
  nChanged 155
		SP:Iteration 16Q (61711.970000 sec): 3 clusters
  Score: Raw -2086319.108594 + Penalty 3170.936006 = -2083148.172588
  nChanged 162
		SP:Iteration 17Q (61712.270000 sec): 3 clusters
  Score: Raw -2086383.912053 + Penalty 3170.936006 = -2083212.976047
  nChanged 164
		SP:Iteration 18Q (61712.570000 sec): 3 clusters
  Score: Raw -2086442.593243 + Penalty 3170.936006 = -2083271.657238
  nChanged 146
		SP:Iteration 19Q (61712.860000 sec): 3 clusters
  Score: Raw -2086500.352597 + Penalty 3170.936006 = -2083329.416591
  nChanged 155
		SP:Iteration 20F (61713.160000 sec): 3 clusters
  Score: Raw -2086567.680404 + Penalty 3170.936006 = -2083396.744399
  nChanged 142
		SP:Iteration 21Q (61713.460000 sec): 3 clusters
  Score: Raw -2086631.009313 + Penalty 3170.936006 = -2083460.073308
  nChanged 133
		SP:Iteration 22Q (61713.760000 sec): 3 clusters
  Score: Raw -2086688.824786 + Penalty 3170.936006 = -2083517.888780
  nChanged 123
		SP:Iteration 23Q (61714.060000 sec): 3 clusters
  Score: Raw -2086749.129083 + Penalty 3170.936006 = -2083578.193077
  nChanged 119
		SP:Iteration 24Q (61714.350000 sec): 3 clusters
  Score: Raw -2086816.176737 + Penalty 3170.936006 = -2083645.240731
  nChanged 126
		SP:Iteration 25Q (61714.650000 sec): 3 clusters
  Score: Raw -2086877.821930 + Penalty 3170.936006 = -2083706.885924
  nChanged 114
		SP:Iteration 26Q (61714.940000 sec): 3 clusters
  Score: Raw -2086921.274634 + Penalty 3170.936006 = -2083750.338629
  nChanged 98
		SP:Iteration 27Q (61715.240000 sec): 3 clusters
  Score: Raw -2086951.751139 + Penalty 3170.936006 = -2083780.815134
  nChanged 82
		SP:Iteration 28Q (61715.530000 sec): 3 clusters
  Score: Raw -2086973.954465 + Penalty 3170.936006 = -2083803.018460
  nChanged 68
		SP:Iteration 29Q (61715.830000 sec): 3 clusters
  Score: Raw -2086989.872951 + Penalty 3170.936006 = -2083818.936945
  nChanged 45
		SP:Iteration 30Q (61716.120000 sec): 3 clusters
  Score: Raw -2086998.024361 + Penalty 3170.936006 = -2083827.088355
  nChanged 32
		SP:Iteration 31Q (61716.420000 sec): 3 clusters
  Score: Raw -2087003.630019 + Penalty 3170.936006 = -2083832.694013
  nChanged 29
		SP:Iteration 32Q (61716.710000 sec): 3 clusters
  Score: Raw -2087008.691674 + Penalty 3170.936006 = -2083837.755669
  nChanged 25
		SP:Iteration 33Q (61717.010000 sec): 3 clusters
  Score: Raw -2087013.260492 + Penalty 3170.936006 = -2083842.324486
  nChanged 27
		SP:Iteration 34Q (61717.300000 sec): 3 clusters
  Score: Raw -2087017.248679 + Penalty 3170.936006 = -2083846.312673
  nChanged 18
		SP:Iteration 35Q (61717.600000 sec): 3 clusters
  Score: Raw -2087019.895363 + Penalty 3170.936006 = -2083848.959357
  nChanged 13
		SP:Iteration 36Q (61717.890000 sec): 3 clusters
  Score: Raw -2087022.041459 + Penalty 3170.936006 = -2083851.105454
  nChanged 10
		SP:Iteration 37Q (61718.190000 sec): 3 clusters
  Score: Raw -2087023.673697 + Penalty 3170.936006 = -2083852.737692
  nChanged 10
		SP:Iteration 38Q (61718.480000 sec): 3 clusters
  Score: Raw -2087024.762872 + Penalty 3170.936006 = -2083853.826867
  nChanged 7
		SP:Iteration 39Q (61718.780000 sec): 3 clusters
  Score: Raw -2087025.777192 + Penalty 3170.936006 = -2083854.841187
  nChanged 7
		SP:Iteration 40F (61719.070000 sec): 3 clusters
  Score: Raw -2087026.582990 + Penalty 3170.936006 = -2083855.646984
  nChanged 5
		SP:Iteration 41Q (61719.370000 sec): 3 clusters
  Score: Raw -2087026.961954 + Penalty 3170.936006 = -2083856.025948
  nChanged 1
		SP:Iteration 42Q (61719.660000 sec): 3 clusters
  Score: Raw -2087027.013577 + Penalty 3170.936006 = -2083856.077571
  nChanged 2
		SP:Iteration 43Q (61719.960000 sec): 3 clusters
  Score: Raw -2087027.207896 + Penalty 3170.936006 = -2083856.271891
  nChanged 0
		SP:Iteration 44F (61720.250000 sec): 3 clusters
  Score: Raw -2087027.207896 + Penalty 3170.936006 = -2083856.271891
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 50 (521 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (61720.330000 sec): 2 clusters
  Score: Raw -63580.827223 + Penalty 1016.559382 = -62564.267841
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (61720.510000 sec): 3 clusters
  Score: Raw -63513.936588 + Penalty 2033.118764 = -61480.817825
  nChanged 113
		SP:Iteration 1F (61720.690000 sec): 3 clusters
  Score: Raw -63655.372495 + Penalty 2033.118764 = -61622.253731
  nChanged 30
		SP:Iteration 2F (61720.860000 sec): 3 clusters
  Score: Raw -63697.719365 + Penalty 2033.118764 = -61664.600602
  nChanged 12
		SP:Iteration 3Q (61721.040000 sec): 3 clusters
  Score: Raw -63719.216232 + Penalty 2033.118764 = -61686.097468
  nChanged 9
		SP:Iteration 4Q (61721.210000 sec): 3 clusters
  Score: Raw -63731.740300 + Penalty 2033.118764 = -61698.621537
  nChanged 3
		SP:Iteration 5Q (61721.390000 sec): 3 clusters
  Score: Raw -63736.388150 + Penalty 2033.118764 = -61703.269386
  nChanged 1
		SP:Iteration 6Q (61721.570000 sec): 3 clusters
  Score: Raw -63737.626486 + Penalty 2033.118764 = -61704.507722
  nChanged 1
		SP:Iteration 7Q (61721.740000 sec): 3 clusters
  Score: Raw -63738.435996 + Penalty 2033.118764 = -61705.317233
  nChanged 0
		SP:Iteration 8F (61721.920000 sec): 3 clusters
  Score: Raw -63738.435996 + Penalty 2033.118764 = -61705.317233
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 51 (48454 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (61722.250000 sec): 2 clusters
  Score: Raw -5909554.443066 + Penalty 1753.110153 = -5907801.332913
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (61722.770000 sec): 3 clusters
  Score: Raw -5879011.439700 + Penalty 3506.220306 = -5875505.219394
  nChanged 22709
		SP:Iteration 1F (61723.280000 sec): 3 clusters
  Score: Raw -5891949.185795 + Penalty 3506.220306 = -5888442.965489
  nChanged 2149
		SP:Iteration 2Q (61723.890000 sec): 3 clusters
  Score: Raw -5892739.758212 + Penalty 3506.220306 = -5889233.537906
  nChanged 2261
		SP:Iteration 3Q (61724.450000 sec): 3 clusters
  Score: Raw -5893850.470231 + Penalty 3506.220306 = -5890344.249925
  nChanged 2802
		SP:Iteration 4F (61724.970000 sec): 3 clusters
  Score: Raw -5895878.900402 + Penalty 3506.220306 = -5892372.680096
  nChanged 3591
		SP:Iteration 5F (61725.490000 sec): 3 clusters
  Score: Raw -5899081.883135 + Penalty 3506.220306 = -5895575.662829
  nChanged 4083
		SP:Iteration 6F (61726.050000 sec): 3 clusters
  Score: Raw -5902986.575363 + Penalty 3506.220306 = -5899480.355057
  nChanged 3772
		SP:Iteration 7F (61726.540000 sec): 3 clusters
  Score: Raw -5906311.685822 + Penalty 3506.220306 = -5902805.465516
  nChanged 2879
		SP:Iteration 8F (61727.110000 sec): 3 clusters
  Score: Raw -5908583.238416 + Penalty 3506.220306 = -5905077.018110
  nChanged 2030
		SP:Iteration 9Q (61727.710000 sec): 3 clusters
  Score: Raw -5909995.262102 + Penalty 3506.220306 = -5906489.041796
  nChanged 1514
		SP:Iteration 10Q (61728.290000 sec): 3 clusters
  Score: Raw -5910891.001949 + Penalty 3506.220306 = -5907384.781643
  nChanged 1195
		SP:Iteration 11Q (61728.850000 sec): 3 clusters
  Score: Raw -5911517.530354 + Penalty 3506.220306 = -5908011.310048
  nChanged 966
		SP:Iteration 12Q (61729.370000 sec): 3 clusters
  Score: Raw -5911960.785800 + Penalty 3506.220306 = -5908454.565494
  nChanged 757
		SP:Iteration 13Q (61729.880000 sec): 3 clusters
  Score: Raw -5912282.336414 + Penalty 3506.220306 = -5908776.116108
  nChanged 719
		SP:Iteration 14Q (61730.450000 sec): 3 clusters
  Score: Raw -5912580.771375 + Penalty 3506.220306 = -5909074.551068
  nChanged 653
		SP:Iteration 15Q (61731.020000 sec): 3 clusters
  Score: Raw -5912840.828286 + Penalty 3506.220306 = -5909334.607980
  nChanged 599
		SP:Iteration 16Q (61731.590000 sec): 3 clusters
  Score: Raw -5913052.355706 + Penalty 3506.220306 = -5909546.135400
  nChanged 499
		SP:Iteration 17Q (61732.160000 sec): 3 clusters
  Score: Raw -5913198.845499 + Penalty 3506.220306 = -5909692.625193
  nChanged 412
		SP:Iteration 18Q (61732.730000 sec): 3 clusters
  Score: Raw -5913308.490076 + Penalty 3506.220306 = -5909802.269770
  nChanged 369
		SP:Iteration 19Q (61733.240000 sec): 3 clusters
  Score: Raw -5913402.189457 + Penalty 3506.220306 = -5909895.969150
  nChanged 312
		SP:Iteration 20F (61733.800000 sec): 3 clusters
  Score: Raw -5913479.660820 + Penalty 3506.220306 = -5909973.440514
  nChanged 283
		SP:Iteration 21Q (61734.340000 sec): 3 clusters
  Score: Raw -5913545.496551 + Penalty 3506.220306 = -5910039.276244
  nChanged 235
		SP:Iteration 22Q (61734.850000 sec): 3 clusters
  Score: Raw -5913588.307063 + Penalty 3506.220306 = -5910082.086757
  nChanged 210
		SP:Iteration 23Q (61735.350000 sec): 3 clusters
  Score: Raw -5913625.073695 + Penalty 3506.220306 = -5910118.853388
  nChanged 175
		SP:Iteration 24Q (61735.900000 sec): 3 clusters
  Score: Raw -5913651.271288 + Penalty 3506.220306 = -5910145.050982
  nChanged 138
		SP:Iteration 25Q (61736.450000 sec): 3 clusters
  Score: Raw -5913668.349061 + Penalty 3506.220306 = -5910162.128755
  nChanged 112
		SP:Iteration 26Q (61737.000000 sec): 3 clusters
  Score: Raw -5913682.484949 + Penalty 3506.220306 = -5910176.264642
  nChanged 111
		SP:Iteration 27Q (61737.450000 sec): 3 clusters
  Score: Raw -5913696.229021 + Penalty 3506.220306 = -5910190.008715
  nChanged 108
		SP:Iteration 28Q (61737.980000 sec): 3 clusters
  Score: Raw -5913708.986015 + Penalty 3506.220306 = -5910202.765708
  nChanged 102
		SP:Iteration 29Q (61738.480000 sec): 3 clusters
  Score: Raw -5913719.942926 + Penalty 3506.220306 = -5910213.722620
  nChanged 89
		SP:Iteration 30Q (61738.960000 sec): 3 clusters
  Score: Raw -5913729.408933 + Penalty 3506.220306 = -5910223.188627
  nChanged 73
		SP:Iteration 31Q (61739.420000 sec): 3 clusters
  Score: Raw -5913735.691964 + Penalty 3506.220306 = -5910229.471658
  nChanged 49
		SP:Iteration 32Q (61739.920000 sec): 3 clusters
  Score: Raw -5913738.960256 + Penalty 3506.220306 = -5910232.739950
  nChanged 43
		SP:Iteration 33Q (61740.400000 sec): 3 clusters
  Score: Raw -5913742.525012 + Penalty 3506.220306 = -5910236.304705
  nChanged 35
		SP:Iteration 34Q (61740.920000 sec): 3 clusters
  Score: Raw -5913745.457966 + Penalty 3506.220306 = -5910239.237660
  nChanged 36
		SP:Iteration 35Q (61741.400000 sec): 3 clusters
  Score: Raw -5913747.971014 + Penalty 3506.220306 = -5910241.750707
  nChanged 33
		SP:Iteration 36Q (61741.920000 sec): 3 clusters
  Score: Raw -5913749.907212 + Penalty 3506.220306 = -5910243.686906
  nChanged 26
		SP:Iteration 37Q (61742.400000 sec): 3 clusters
  Score: Raw -5913751.665915 + Penalty 3506.220306 = -5910245.445609
  nChanged 24
		SP:Iteration 38Q (61742.920000 sec): 3 clusters
  Score: Raw -5913753.035349 + Penalty 3506.220306 = -5910246.815043
  nChanged 24
		SP:Iteration 39Q (61743.400000 sec): 3 clusters
  Score: Raw -5913754.761086 + Penalty 3506.220306 = -5910248.540780
  nChanged 30
		SP:Iteration 40F (61743.920000 sec): 3 clusters
  Score: Raw -5913756.599513 + Penalty 3506.220306 = -5910250.379207
  nChanged 24
		SP:Iteration 41Q (61744.400000 sec): 3 clusters
  Score: Raw -5913758.159827 + Penalty 3506.220306 = -5910251.939521
  nChanged 19
		SP:Iteration 42Q (61744.880000 sec): 3 clusters
  Score: Raw -5913759.326506 + Penalty 3506.220306 = -5910253.106199
  nChanged 19
		SP:Iteration 43Q (61745.350000 sec): 3 clusters
  Score: Raw -5913760.350803 + Penalty 3506.220306 = -5910254.130497
  nChanged 10
		SP:Iteration 44Q (61745.820000 sec): 3 clusters
  Score: Raw -5913760.810476 + Penalty 3506.220306 = -5910254.590170
  nChanged 11
		SP:Iteration 45Q (61746.340000 sec): 3 clusters
  Score: Raw -5913761.177697 + Penalty 3506.220306 = -5910254.957391
  nChanged 5
		SP:Iteration 46Q (61746.820000 sec): 3 clusters
  Score: Raw -5913761.358362 + Penalty 3506.220306 = -5910255.138055
  nChanged 4
		SP:Iteration 47Q (61747.340000 sec): 3 clusters
  Score: Raw -5913761.488628 + Penalty 3506.220306 = -5910255.268321
  nChanged 2
		SP:Iteration 48Q (61747.820000 sec): 3 clusters
  Score: Raw -5913761.546185 + Penalty 3506.220306 = -5910255.325878
  nChanged 2
		SP:Iteration 49Q (61748.350000 sec): 3 clusters
  Score: Raw -5913761.603909 + Penalty 3506.220306 = -5910255.383603
  nChanged 2
		SP:Iteration 50Q (61748.900000 sec): 3 clusters
  Score: Raw -5913761.688146 + Penalty 3506.220306 = -5910255.467839
  nChanged 1
		SP:Iteration 51Q (61749.450000 sec): 3 clusters
  Score: Raw -5913761.727830 + Penalty 3506.220306 = -5910255.507524
  nChanged 1
		SP:Iteration 52Q (61749.960000 sec): 3 clusters
  Score: Raw -5913761.803085 + Penalty 3506.220306 = -5910255.582779
  nChanged 0
		SP:Iteration 53F (61750.500000 sec): 3 clusters
  Score: Raw -5913761.803085 + Penalty 3506.220306 = -5910255.582779
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 70.
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 52 (378 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (61750.580000 sec): 2 clusters
  Score: Raw -26644.680205 + Penalty 964.420307 = -25680.259898
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (61750.760000 sec): 3 clusters
  Score: Raw -26685.235009 + Penalty 1928.840614 = -24756.394396
  nChanged 100
		SP:Iteration 1F (61750.940000 sec): 3 clusters
  Score: Raw -27020.109793 + Penalty 1928.840614 = -25091.269179
  nChanged 27
		SP:Iteration 2F (61751.110000 sec): 3 clusters
  Score: Raw -27137.643802 + Penalty 1928.840614 = -25208.803188
  nChanged 31
		SP:Iteration 3F (61751.290000 sec): 3 clusters
  Score: Raw -27380.503568 + Penalty 1928.840614 = -25451.662955
  nChanged 17
		SP:Iteration 4Q (61751.460000 sec): 3 clusters
  Score: Raw -27520.758513 + Penalty 1928.840614 = -25591.917899
  nChanged 21
		SP:Iteration 5F (61751.680000 sec): 3 clusters
  Score: Raw -27663.463772 + Penalty 1928.840614 = -25734.623158
  nChanged 14
		SP:Iteration 6Q (61751.860000 sec): 3 clusters
  Score: Raw -27804.652314 + Penalty 1928.840614 = -25875.811701
  nChanged 12
		SP:Iteration 7Q (61752.030000 sec): 3 clusters
  Score: Raw -27918.216597 + Penalty 1928.840614 = -25989.375984
  nChanged 8
		SP:Iteration 8Q (61752.210000 sec): 3 clusters
  Score: Raw -27988.689323 + Penalty 1928.840614 = -26059.848709
  nChanged 2
		SP:Iteration 9Q (61752.380000 sec): 3 clusters
  Score: Raw -28019.483150 + Penalty 1928.840614 = -26090.642537
  nChanged 3
		SP:Iteration 10Q (61752.560000 sec): 3 clusters
  Score: Raw -28056.314222 + Penalty 1928.840614 = -26127.473609
  nChanged 3
		SP:Iteration 11Q (61752.740000 sec): 3 clusters
  Score: Raw -28118.054304 + Penalty 1928.840614 = -26189.213690
  nChanged 1
		SP:Iteration 12Q (61752.910000 sec): 3 clusters
  Score: Raw -28132.167809 + Penalty 1928.840614 = -26203.327195
  nChanged 2
		SP:Iteration 13Q (61753.090000 sec): 3 clusters
  Score: Raw -28164.866150 + Penalty 1928.840614 = -26236.025537
  nChanged 0
		SP:Iteration 14F (61753.270000 sec): 3 clusters
  Score: Raw -28164.866150 + Penalty 1928.840614 = -26236.025537
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 71.
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 53 (566 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (61753.300000 sec): 2 clusters
  Score: Raw -61092.567580 + Penalty 1030.021538 = -60062.546043
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (61753.470000 sec): 3 clusters
  Score: Raw -61022.476378 + Penalty 2060.043075 = -58962.433303
  nChanged 151
		SP:Iteration 1F (61753.640000 sec): 3 clusters
  Score: Raw -61223.163494 + Penalty 2060.043075 = -59163.120418
  nChanged 49
		SP:Iteration 2F (61753.820000 sec): 3 clusters
  Score: Raw -61332.058190 + Penalty 2060.043075 = -59272.015115
  nChanged 30
		SP:Iteration 3F (61754.000000 sec): 3 clusters
  Score: Raw -61405.034332 + Penalty 2060.043075 = -59344.991256
  nChanged 16
		SP:Iteration 4Q (61754.160000 sec): 3 clusters
  Score: Raw -61455.278749 + Penalty 2060.043075 = -59395.235674
  nChanged 14
		SP:Iteration 5Q (61754.320000 sec): 3 clusters
  Score: Raw -61473.763526 + Penalty 2060.043075 = -59413.720451
  nChanged 11
		SP:Iteration 6Q (61754.480000 sec): 3 clusters
  Score: Raw -61490.215098 + Penalty 2060.043075 = -59430.172023
  nChanged 11
		SP:Iteration 7Q (61754.650000 sec): 3 clusters
  Score: Raw -61509.122094 + Penalty 2060.043075 = -59449.079019
  nChanged 9
		SP:Iteration 8Q (61754.820000 sec): 3 clusters
  Score: Raw -61521.239086 + Penalty 2060.043075 = -59461.196010
  nChanged 7
		SP:Iteration 9Q (61755.000000 sec): 3 clusters
  Score: Raw -61531.715970 + Penalty 2060.043075 = -59471.672895
  nChanged 7
		SP:Iteration 10Q (61755.180000 sec): 3 clusters
  Score: Raw -61552.755805 + Penalty 2060.043075 = -59492.712729
  nChanged 3
		SP:Iteration 11Q (61755.350000 sec): 3 clusters
  Score: Raw -61555.656754 + Penalty 2060.043075 = -59495.613679
  nChanged 4
		SP:Iteration 12Q (61755.530000 sec): 3 clusters
  Score: Raw -61558.490140 + Penalty 2060.043075 = -59498.447065
  nChanged 2
		SP:Iteration 13Q (61755.700000 sec): 3 clusters
  Score: Raw -61560.277987 + Penalty 2060.043075 = -59500.234911
  nChanged 1
		SP:Iteration 14Q (61755.880000 sec): 3 clusters
  Score: Raw -61561.836088 + Penalty 2060.043075 = -59501.793013
  nChanged 0
		SP:Iteration 15F (61756.060000 sec): 3 clusters
  Score: Raw -61561.836088 + Penalty 2060.043075 = -59501.793013
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 54 (1554 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (61756.140000 sec): 2 clusters
  Score: Raw -174843.889564 + Penalty 1194.145474 = -173649.744090
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (61756.320000 sec): 3 clusters
  Score: Raw -174267.338206 + Penalty 2388.290948 = -171879.047259
  nChanged 526
		SP:Iteration 1F (61756.500000 sec): 3 clusters
  Score: Raw -174665.962280 + Penalty 2388.290948 = -172277.671333
  nChanged 126
		SP:Iteration 2F (61756.670000 sec): 3 clusters
  Score: Raw -174769.195788 + Penalty 2388.290948 = -172380.904841
  nChanged 73
		SP:Iteration 3Q (61756.840000 sec): 3 clusters
  Score: Raw -174828.445767 + Penalty 2388.290948 = -172440.154819
  nChanged 53
		SP:Iteration 4Q (61757.020000 sec): 3 clusters
  Score: Raw -174863.663950 + Penalty 2388.290948 = -172475.373003
  nChanged 35
		SP:Iteration 5Q (61757.190000 sec): 3 clusters
  Score: Raw -174886.834576 + Penalty 2388.290948 = -172498.543629
  nChanged 27
		SP:Iteration 6Q (61757.370000 sec): 3 clusters
  Score: Raw -174908.091129 + Penalty 2388.290948 = -172519.800182
  nChanged 31
		SP:Iteration 7Q (61757.540000 sec): 3 clusters
  Score: Raw -174935.582126 + Penalty 2388.290948 = -172547.291178
  nChanged 28
		SP:Iteration 8Q (61757.720000 sec): 3 clusters
  Score: Raw -174952.857230 + Penalty 2388.290948 = -172564.566282
  nChanged 16
		SP:Iteration 9Q (61757.900000 sec): 3 clusters
  Score: Raw -174963.821266 + Penalty 2388.290948 = -172575.530319
  nChanged 17
		SP:Iteration 10Q (61758.040000 sec): 3 clusters
  Score: Raw -174980.353775 + Penalty 2388.290948 = -172592.062828
  nChanged 17
		SP:Iteration 11Q (61758.070000 sec): 3 clusters
  Score: Raw -174992.086875 + Penalty 2388.290948 = -172603.795928
  nChanged 13
		SP:Iteration 12Q (61758.100000 sec): 3 clusters
  Score: Raw -175001.356210 + Penalty 2388.290948 = -172613.065262
  nChanged 14
		SP:Iteration 13Q (61758.140000 sec): 3 clusters
  Score: Raw -175014.796212 + Penalty 2388.290948 = -172626.505264
  nChanged 20
		SP:Iteration 14Q (61758.180000 sec): 3 clusters
  Score: Raw -175028.723471 + Penalty 2388.290948 = -172640.432524
  nChanged 14
		SP:Iteration 15Q (61758.210000 sec): 3 clusters
  Score: Raw -175036.467376 + Penalty 2388.290948 = -172648.176428
  nChanged 14
		SP:Iteration 16Q (61758.240000 sec): 3 clusters
  Score: Raw -175041.930554 + Penalty 2388.290948 = -172653.639607
  nChanged 3
		SP:Iteration 17Q (61758.280000 sec): 3 clusters
  Score: Raw -175043.104234 + Penalty 2388.290948 = -172654.813286
  nChanged 1
		SP:Iteration 18Q (61758.320000 sec): 3 clusters
  Score: Raw -175043.779564 + Penalty 2388.290948 = -172655.488617
  nChanged 0
		SP:Iteration 19F (61758.350000 sec): 3 clusters
  Score: Raw -175043.779564 + Penalty 2388.290948 = -172655.488617
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 55 (7493 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (61758.460000 sec): 2 clusters
  Score: Raw -902962.414405 + Penalty 1449.780236 = -901512.634169
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (61758.680000 sec): 3 clusters
  Score: Raw -898888.836068 + Penalty 2899.560472 = -895989.275596
  nChanged 3164
		SP:Iteration 1F (61758.860000 sec): 3 clusters
  Score: Raw -900629.993907 + Penalty 2899.560472 = -897730.433435
  nChanged 490
		SP:Iteration 2F (61758.970000 sec): 3 clusters
  Score: Raw -900868.359580 + Penalty 2899.560472 = -897968.799108
  nChanged 426
		SP:Iteration 3F (61759.080000 sec): 3 clusters
  Score: Raw -901098.919383 + Penalty 2899.560472 = -898199.358910
  nChanged 444
		SP:Iteration 4F (61759.190000 sec): 3 clusters
  Score: Raw -901369.080624 + Penalty 2899.560472 = -898469.520152
  nChanged 433
		SP:Iteration 5F (61759.290000 sec): 3 clusters
  Score: Raw -901657.389020 + Penalty 2899.560472 = -898757.828547
  nChanged 415
		SP:Iteration 6F (61759.480000 sec): 3 clusters
  Score: Raw -901973.430478 + Penalty 2899.560472 = -899073.870006
  nChanged 392
		SP:Iteration 7F (61759.690000 sec): 3 clusters
  Score: Raw -902285.724745 + Penalty 2899.560472 = -899386.164273
  nChanged 314
		SP:Iteration 8Q (61759.800000 sec): 3 clusters
  Score: Raw -902554.538224 + Penalty 2899.560472 = -899654.977752
  nChanged 243
		SP:Iteration 9Q (61759.910000 sec): 3 clusters
  Score: Raw -902786.012948 + Penalty 2899.560472 = -899886.452476
  nChanged 153
		SP:Iteration 10Q (61760.120000 sec): 3 clusters
  Score: Raw -902913.295708 + Penalty 2899.560472 = -900013.735236
  nChanged 109
		SP:Iteration 11Q (61760.320000 sec): 3 clusters
  Score: Raw -902984.902684 + Penalty 2899.560472 = -900085.342212
  nChanged 78
		SP:Iteration 12Q (61760.520000 sec): 3 clusters
  Score: Raw -903033.096570 + Penalty 2899.560472 = -900133.536098
  nChanged 55
		SP:Iteration 13Q (61760.720000 sec): 3 clusters
  Score: Raw -903065.761936 + Penalty 2899.560472 = -900166.201464
  nChanged 47
		SP:Iteration 14Q (61760.920000 sec): 3 clusters
  Score: Raw -903097.399542 + Penalty 2899.560472 = -900197.839069
  nChanged 42
		SP:Iteration 15Q (61761.120000 sec): 3 clusters
  Score: Raw -903119.179086 + Penalty 2899.560472 = -900219.618614
  nChanged 26
		SP:Iteration 16Q (61761.330000 sec): 3 clusters
  Score: Raw -903133.791247 + Penalty 2899.560472 = -900234.230775
  nChanged 28
		SP:Iteration 17Q (61761.530000 sec): 3 clusters
  Score: Raw -903150.571667 + Penalty 2899.560472 = -900251.011195
  nChanged 22
		SP:Iteration 18Q (61761.730000 sec): 3 clusters
  Score: Raw -903168.386934 + Penalty 2899.560472 = -900268.826461
  nChanged 18
		SP:Iteration 19Q (61761.930000 sec): 3 clusters
  Score: Raw -903179.379889 + Penalty 2899.560472 = -900279.819417
  nChanged 17
		SP:Iteration 20F (61762.130000 sec): 3 clusters
  Score: Raw -903187.075868 + Penalty 2899.560472 = -900287.515396
  nChanged 11
		SP:Iteration 21Q (61762.330000 sec): 3 clusters
  Score: Raw -903192.032857 + Penalty 2899.560472 = -900292.472385
  nChanged 5
		SP:Iteration 22Q (61762.530000 sec): 3 clusters
  Score: Raw -903194.584680 + Penalty 2899.560472 = -900295.024207
  nChanged 3
		SP:Iteration 23Q (61762.730000 sec): 3 clusters
  Score: Raw -903195.702539 + Penalty 2899.560472 = -900296.142067
  nChanged 1
		SP:Iteration 24Q (61762.930000 sec): 3 clusters
  Score: Raw -903196.294697 + Penalty 2899.560472 = -900296.734225
  nChanged 0
		SP:Iteration 25F (61763.130000 sec): 3 clusters
  Score: Raw -903196.294697 + Penalty 2899.560472 = -900296.734225
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 56 (630 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (61763.210000 sec): 2 clusters
  Score: Raw -89940.770937 + Penalty 1047.429471 = -88893.341467
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (61763.360000 sec): 3 clusters
  Score: Raw -89850.172388 + Penalty 2094.858941 = -87755.313447
  nChanged 172
		SP:Iteration 1F (61763.410000 sec): 3 clusters
  Score: Raw -90246.293335 + Penalty 2094.858941 = -88151.434394
  nChanged 79
		SP:Iteration 2F (61763.430000 sec): 3 clusters
  Score: Raw -90466.277926 + Penalty 2094.858941 = -88371.418985
  nChanged 43
		SP:Iteration 3F (61763.440000 sec): 3 clusters
  Score: Raw -90672.188901 + Penalty 2094.858941 = -88577.329960
  nChanged 40
		SP:Iteration 4F (61763.450000 sec): 3 clusters
  Score: Raw -90911.504236 + Penalty 2094.858941 = -88816.645294
  nChanged 28
		SP:Iteration 5Q (61763.470000 sec): 3 clusters
  Score: Raw -91009.753878 + Penalty 2094.858941 = -88914.894937
  nChanged 16
		SP:Iteration 6Q (61763.490000 sec): 3 clusters
  Score: Raw -91048.734411 + Penalty 2094.858941 = -88953.875470
  nChanged 5
		SP:Iteration 7Q (61763.510000 sec): 3 clusters
  Score: Raw -91061.541363 + Penalty 2094.858941 = -88966.682422
  nChanged 2
		SP:Iteration 8Q (61763.530000 sec): 3 clusters
  Score: Raw -91064.795827 + Penalty 2094.858941 = -88969.936886
  nChanged 3
		SP:Iteration 9Q (61763.550000 sec): 3 clusters
  Score: Raw -91071.594690 + Penalty 2094.858941 = -88976.735749
  nChanged 3
		SP:Iteration 10Q (61763.580000 sec): 3 clusters
  Score: Raw -91079.668684 + Penalty 2094.858941 = -88984.809743
  nChanged 3
		SP:Iteration 11Q (61763.600000 sec): 3 clusters
  Score: Raw -91083.909283 + Penalty 2094.858941 = -88989.050341
  nChanged 3
		SP:Iteration 12Q (61763.620000 sec): 3 clusters
  Score: Raw -91090.893480 + Penalty 2094.858941 = -88996.034538
  nChanged 2
		SP:Iteration 13Q (61763.650000 sec): 3 clusters
  Score: Raw -91095.370993 + Penalty 2094.858941 = -89000.512052
  nChanged 2
		SP:Iteration 14Q (61763.670000 sec): 3 clusters
  Score: Raw -91097.960073 + Penalty 2094.858941 = -89003.101132
  nChanged 2
		SP:Iteration 15Q (61763.690000 sec): 3 clusters
  Score: Raw -91101.275740 + Penalty 2094.858941 = -89006.416799
  nChanged 0
		SP:Iteration 16F (61763.710000 sec): 3 clusters
  Score: Raw -91101.275740 + Penalty 2094.858941 = -89006.416799
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 72.
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 57 (3942 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (61763.820000 sec): 2 clusters
  Score: Raw -480018.172681 + Penalty 1345.409567 = -478672.763114
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (61763.910000 sec): 3 clusters
  Score: Raw -478064.463969 + Penalty 2690.819134 = -475373.644836
  nChanged 1573
		SP:Iteration 1F (61763.980000 sec): 3 clusters
  Score: Raw -478934.876881 + Penalty 2690.819134 = -476244.057747
  nChanged 275
		SP:Iteration 2F (61764.050000 sec): 3 clusters
  Score: Raw -479072.896513 + Penalty 2690.819134 = -476382.077380
  nChanged 192
		SP:Iteration 3Q (61764.130000 sec): 3 clusters
  Score: Raw -479170.495198 + Penalty 2690.819134 = -476479.676065
  nChanged 140
		SP:Iteration 4Q (61764.200000 sec): 3 clusters
  Score: Raw -479247.567290 + Penalty 2690.819134 = -476556.748157
  nChanged 140
		SP:Iteration 5Q (61764.280000 sec): 3 clusters
  Score: Raw -479313.397846 + Penalty 2690.819134 = -476622.578712
  nChanged 107
		SP:Iteration 6Q (61764.360000 sec): 3 clusters
  Score: Raw -479358.187504 + Penalty 2690.819134 = -476667.368370
  nChanged 83
		SP:Iteration 7Q (61764.430000 sec): 3 clusters
  Score: Raw -479391.993754 + Penalty 2690.819134 = -476701.174621
  nChanged 79
		SP:Iteration 8Q (61764.510000 sec): 3 clusters
  Score: Raw -479427.170513 + Penalty 2690.819134 = -476736.351379
  nChanged 81
		SP:Iteration 9Q (61764.590000 sec): 3 clusters
  Score: Raw -479465.266397 + Penalty 2690.819134 = -476774.447264
  nChanged 85
		SP:Iteration 10Q (61764.660000 sec): 3 clusters
  Score: Raw -479508.700089 + Penalty 2690.819134 = -476817.880955
  nChanged 70
		SP:Iteration 11Q (61764.730000 sec): 3 clusters
  Score: Raw -479538.555933 + Penalty 2690.819134 = -476847.736799
  nChanged 68
		SP:Iteration 12Q (61764.810000 sec): 3 clusters
  Score: Raw -479561.268830 + Penalty 2690.819134 = -476870.449697
  nChanged 46
		SP:Iteration 13Q (61764.880000 sec): 3 clusters
  Score: Raw -479581.831090 + Penalty 2690.819134 = -476891.011957
  nChanged 45
		SP:Iteration 14Q (61764.960000 sec): 3 clusters
  Score: Raw -479599.036246 + Penalty 2690.819134 = -476908.217112
  nChanged 44
		SP:Iteration 15Q (61765.030000 sec): 3 clusters
  Score: Raw -479619.556257 + Penalty 2690.819134 = -476928.737123
  nChanged 52
		SP:Iteration 16Q (61765.110000 sec): 3 clusters
  Score: Raw -479640.817270 + Penalty 2690.819134 = -476949.998137
  nChanged 46
		SP:Iteration 17Q (61765.190000 sec): 3 clusters
  Score: Raw -479659.502822 + Penalty 2690.819134 = -476968.683689
  nChanged 49
		SP:Iteration 18Q (61765.350000 sec): 3 clusters
  Score: Raw -479674.858140 + Penalty 2690.819134 = -476984.039006
  nChanged 37
		SP:Iteration 19Q (61765.480000 sec): 3 clusters
  Score: Raw -479687.975071 + Penalty 2690.819134 = -476997.155938
  nChanged 32
		SP:Iteration 20F (61765.650000 sec): 3 clusters
  Score: Raw -479700.670426 + Penalty 2690.819134 = -477009.851293
  nChanged 29
		SP:Iteration 21Q (61765.750000 sec): 3 clusters
  Score: Raw -479710.520016 + Penalty 2690.819134 = -477019.700883
  nChanged 16
		SP:Iteration 22Q (61765.830000 sec): 3 clusters
  Score: Raw -479715.863982 + Penalty 2690.819134 = -477025.044849
  nChanged 25
		SP:Iteration 23Q (61765.910000 sec): 3 clusters
  Score: Raw -479726.171748 + Penalty 2690.819134 = -477035.352615
  nChanged 31
		SP:Iteration 24Q (61765.980000 sec): 3 clusters
  Score: Raw -479740.686663 + Penalty 2690.819134 = -477049.867530
  nChanged 35
		SP:Iteration 25Q (61766.060000 sec): 3 clusters
  Score: Raw -479754.045062 + Penalty 2690.819134 = -477063.225928
  nChanged 34
		SP:Iteration 26Q (61766.130000 sec): 3 clusters
  Score: Raw -479773.185363 + Penalty 2690.819134 = -477082.366230
  nChanged 44
		SP:Iteration 27Q (61766.210000 sec): 3 clusters
  Score: Raw -479796.621912 + Penalty 2690.819134 = -477105.802779
  nChanged 55
		SP:Iteration 28Q (61766.280000 sec): 3 clusters
  Score: Raw -479824.790037 + Penalty 2690.819134 = -477133.970904
  nChanged 44
		SP:Iteration 29Q (61766.360000 sec): 3 clusters
  Score: Raw -479844.190568 + Penalty 2690.819134 = -477153.371434
  nChanged 42
		SP:Iteration 30Q (61766.430000 sec): 3 clusters
  Score: Raw -479858.932922 + Penalty 2690.819134 = -477168.113788
  nChanged 30
		SP:Iteration 31Q (61766.500000 sec): 3 clusters
  Score: Raw -479872.058375 + Penalty 2690.819134 = -477181.239242
  nChanged 35
		SP:Iteration 32Q (61766.570000 sec): 3 clusters
  Score: Raw -479887.074566 + Penalty 2690.819134 = -477196.255432
  nChanged 37
		SP:Iteration 33Q (61766.650000 sec): 3 clusters
  Score: Raw -479903.263240 + Penalty 2690.819134 = -477212.444106
  nChanged 30
		SP:Iteration 34Q (61766.730000 sec): 3 clusters
  Score: Raw -479915.597762 + Penalty 2690.819134 = -477224.778628
  nChanged 34
		SP:Iteration 35Q (61766.800000 sec): 3 clusters
  Score: Raw -479931.922894 + Penalty 2690.819134 = -477241.103760
  nChanged 28
		SP:Iteration 36Q (61766.870000 sec): 3 clusters
  Score: Raw -479945.839672 + Penalty 2690.819134 = -477255.020538
  nChanged 26
		SP:Iteration 37Q (61766.940000 sec): 3 clusters
  Score: Raw -479958.668522 + Penalty 2690.819134 = -477267.849389
  nChanged 33
		SP:Iteration 38Q (61767.020000 sec): 3 clusters
  Score: Raw -479972.924707 + Penalty 2690.819134 = -477282.105573
  nChanged 31
		SP:Iteration 39Q (61767.100000 sec): 3 clusters
  Score: Raw -479990.628714 + Penalty 2690.819134 = -477299.809581
  nChanged 34
		SP:Iteration 40F (61767.170000 sec): 3 clusters
  Score: Raw -480010.221043 + Penalty 2690.819134 = -477319.401909
  nChanged 40
		SP:Iteration 41Q (61767.240000 sec): 3 clusters
  Score: Raw -480030.925019 + Penalty 2690.819134 = -477340.105885
  nChanged 36
		SP:Iteration 42Q (61767.310000 sec): 3 clusters
  Score: Raw -480047.936950 + Penalty 2690.819134 = -477357.117816
  nChanged 30
		SP:Iteration 43Q (61767.370000 sec): 3 clusters
  Score: Raw -480060.993660 + Penalty 2690.819134 = -477370.174527
  nChanged 22
		SP:Iteration 44Q (61767.440000 sec): 3 clusters
  Score: Raw -480073.102790 + Penalty 2690.819134 = -477382.283656
  nChanged 25
		SP:Iteration 45Q (61767.520000 sec): 3 clusters
  Score: Raw -480084.903687 + Penalty 2690.819134 = -477394.084553
  nChanged 19
		SP:Iteration 46Q (61767.590000 sec): 3 clusters
  Score: Raw -480096.610522 + Penalty 2690.819134 = -477405.791388
  nChanged 23
		SP:Iteration 47Q (61767.660000 sec): 3 clusters
  Score: Raw -480103.751938 + Penalty 2690.819134 = -477412.932805
  nChanged 9
		SP:Iteration 48Q (61767.720000 sec): 3 clusters
  Score: Raw -480106.492332 + Penalty 2690.819134 = -477415.673198
  nChanged 7
		SP:Iteration 49Q (61767.790000 sec): 3 clusters
  Score: Raw -480109.326351 + Penalty 2690.819134 = -477418.507218
  nChanged 7
		SP:Iteration 50Q (61767.860000 sec): 3 clusters
  Score: Raw -480112.743687 + Penalty 2690.819134 = -477421.924553
  nChanged 11
		SP:Iteration 51Q (61767.930000 sec): 3 clusters
  Score: Raw -480117.088837 + Penalty 2690.819134 = -477426.269703
  nChanged 6
		SP:Iteration 52Q (61768.000000 sec): 3 clusters
  Score: Raw -480119.473526 + Penalty 2690.819134 = -477428.654392
  nChanged 6
		SP:Iteration 53Q (61768.070000 sec): 3 clusters
  Score: Raw -480121.738019 + Penalty 2690.819134 = -477430.918885
  nChanged 4
		SP:Iteration 54Q (61768.140000 sec): 3 clusters
  Score: Raw -480123.005682 + Penalty 2690.819134 = -477432.186548
  nChanged 0
		SP:Iteration 55F (61768.210000 sec): 3 clusters
  Score: Raw -480123.005682 + Penalty 2690.819134 = -477432.186548
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 58 (384 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (61768.250000 sec): 2 clusters
  Score: Raw -33426.847108 + Penalty 966.979415 = -32459.867693
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (61768.260000 sec): 3 clusters
  Score: Raw -33438.849329 + Penalty 1933.958830 = -31504.890500
  nChanged 102
		SP:Iteration 1F (61768.270000 sec): 3 clusters
  Score: Raw -33671.305339 + Penalty 1933.958830 = -31737.346510
  nChanged 28
		SP:Iteration 2F (61768.280000 sec): 3 clusters
  Score: Raw -33793.033029 + Penalty 1933.958830 = -31859.074199
  nChanged 19
		SP:Iteration 3Q (61768.290000 sec): 3 clusters
  Score: Raw -33915.928530 + Penalty 1933.958830 = -31981.969701
  nChanged 19
		SP:Iteration 4Q (61768.300000 sec): 3 clusters
  Score: Raw -34034.499222 + Penalty 1933.958830 = -32100.540393
  nChanged 22
		SP:Iteration 5F (61768.310000 sec): 3 clusters
  Score: Raw -34189.241574 + Penalty 1933.958830 = -32255.282744
  nChanged 25
		SP:Iteration 6F (61768.320000 sec): 3 clusters
  Score: Raw -34374.794412 + Penalty 1933.958830 = -32440.835582
  nChanged 24
		SP:Iteration 7F (61768.330000 sec): 3 clusters
  Score: Raw -34649.321713 + Penalty 1933.958830 = -32715.362883
  nChanged 28
		SP:Iteration 8F (61768.340000 sec): 3 clusters
  Score: Raw -35258.063101 + Penalty 1933.958830 = -33324.104271
  nChanged 17
		SP:Iteration 9Q (61768.350000 sec): 3 clusters
  Score: Raw -36031.175913 + Penalty 1933.958830 = -34097.217084
  nChanged 4
		SP:Iteration 10Q (61768.360000 sec): 3 clusters
  Score: Raw -36539.895772 + Penalty 1933.958830 = -34605.936942
  nChanged 2
		SP:Iteration 11Q (61768.360000 sec): 3 clusters
  Score: Raw -36838.480667 + Penalty 1933.958830 = -34904.521838
  nChanged 0
		SP:Iteration 12F (61768.370000 sec): 3 clusters
  Score: Raw -36838.480667 + Penalty 1933.958830 = -34904.521838
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 73.
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 59 (214 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (61768.430000 sec): 2 clusters
  Score: Raw -10436.969809 + Penalty 871.971102 = -9564.998707
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (61768.440000 sec): 3 clusters
  Score: Raw -10617.997247 + Penalty 1743.942205 = -8874.055042
  nChanged 46
		SP:Iteration 1F (61768.440000 sec): 3 clusters
  Score: Raw -10745.687614 + Penalty 1743.942205 = -9001.745409
  nChanged 7
		SP:Iteration 2Q (61768.450000 sec): 3 clusters
  Score: Raw -10760.346544 + Penalty 1743.942205 = -9016.404339
  nChanged 0
		SP:Iteration 3F (61768.450000 sec): 3 clusters
  Score: Raw -10760.346544 + Penalty 1743.942205 = -9016.404339
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 60 (196 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (61768.480000 sec): 2 clusters
  Score: Raw -22628.838139 + Penalty 857.693632 = -21771.144507
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (61768.490000 sec): 3 clusters
  Score: Raw -22791.767709 + Penalty 1715.387264 = -21076.380445
  nChanged 23
		SP:Iteration 1F (61768.500000 sec): 3 clusters
  Score: Raw -22862.201164 + Penalty 1715.387264 = -21146.813900
  nChanged 4
		SP:Iteration 2Q (61768.510000 sec): 3 clusters
  Score: Raw -22880.610458 + Penalty 1715.387264 = -21165.223194
  nChanged 3
		SP:Iteration 3Q (61768.520000 sec): 3 clusters
  Score: Raw -22910.419788 + Penalty 1715.387264 = -21195.032524
  nChanged 1
		SP:Iteration 4Q (61768.520000 sec): 3 clusters
  Score: Raw -22913.140721 + Penalty 1715.387264 = -21197.753457
  nChanged 0
		SP:Iteration 5F (61768.530000 sec): 3 clusters
  Score: Raw -22913.140721 + Penalty 1715.387264 = -21197.753457
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 61 (3880 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (61768.600000 sec): 2 clusters
  Score: Raw -433748.177145 + Penalty 1342.833445 = -432405.343699
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (61768.680000 sec): 3 clusters
  Score: Raw -431772.207661 + Penalty 2685.666891 = -429086.540770
  nChanged 1543
		SP:Iteration 1F (61768.750000 sec): 3 clusters
  Score: Raw -432698.742008 + Penalty 2685.666891 = -430013.075117
  nChanged 359
		SP:Iteration 2F (61768.820000 sec): 3 clusters
  Score: Raw -432993.439538 + Penalty 2685.666891 = -430307.772648
  nChanged 286
		SP:Iteration 3F (61768.890000 sec): 3 clusters
  Score: Raw -433275.275698 + Penalty 2685.666891 = -430589.608808
  nChanged 257
		SP:Iteration 4F (61768.960000 sec): 3 clusters
  Score: Raw -433574.476417 + Penalty 2685.666891 = -430888.809526
  nChanged 219
		SP:Iteration 5F (61769.030000 sec): 3 clusters
  Score: Raw -433772.583458 + Penalty 2685.666891 = -431086.916568
  nChanged 182
		SP:Iteration 6Q (61769.100000 sec): 3 clusters
  Score: Raw -433903.850147 + Penalty 2685.666891 = -431218.183256
  nChanged 156
		SP:Iteration 7Q (61769.170000 sec): 3 clusters
  Score: Raw -433991.768991 + Penalty 2685.666891 = -431306.102101
  nChanged 123
		SP:Iteration 8Q (61769.240000 sec): 3 clusters
  Score: Raw -434064.360486 + Penalty 2685.666891 = -431378.693596
  nChanged 103
		SP:Iteration 9Q (61769.310000 sec): 3 clusters
  Score: Raw -434102.714544 + Penalty 2685.666891 = -431417.047653
  nChanged 61
		SP:Iteration 10Q (61769.380000 sec): 3 clusters
  Score: Raw -434131.778920 + Penalty 2685.666891 = -431446.112029
  nChanged 53
		SP:Iteration 11Q (61769.440000 sec): 3 clusters
  Score: Raw -434153.505253 + Penalty 2685.666891 = -431467.838363
  nChanged 46
		SP:Iteration 12Q (61769.510000 sec): 3 clusters
  Score: Raw -434173.054226 + Penalty 2685.666891 = -431487.387335
  nChanged 32
		SP:Iteration 13Q (61769.580000 sec): 3 clusters
  Score: Raw -434184.839856 + Penalty 2685.666891 = -431499.172965
  nChanged 29
		SP:Iteration 14Q (61769.650000 sec): 3 clusters
  Score: Raw -434195.758325 + Penalty 2685.666891 = -431510.091434
  nChanged 30
		SP:Iteration 15Q (61769.720000 sec): 3 clusters
  Score: Raw -434204.076014 + Penalty 2685.666891 = -431518.409123
  nChanged 16
		SP:Iteration 16Q (61769.790000 sec): 3 clusters
  Score: Raw -434208.350993 + Penalty 2685.666891 = -431522.684102
  nChanged 17
		SP:Iteration 17Q (61769.860000 sec): 3 clusters
  Score: Raw -434212.041451 + Penalty 2685.666891 = -431526.374561
  nChanged 13
		SP:Iteration 18Q (61769.930000 sec): 3 clusters
  Score: Raw -434215.826073 + Penalty 2685.666891 = -431530.159183
  nChanged 19
		SP:Iteration 19Q (61770.000000 sec): 3 clusters
  Score: Raw -434221.713413 + Penalty 2685.666891 = -431536.046523
  nChanged 17
		SP:Iteration 20F (61770.060000 sec): 3 clusters
  Score: Raw -434227.850871 + Penalty 2685.666891 = -431542.183980
  nChanged 19
		SP:Iteration 21Q (61770.130000 sec): 3 clusters
  Score: Raw -434233.659852 + Penalty 2685.666891 = -431547.992962
  nChanged 11
		SP:Iteration 22Q (61770.200000 sec): 3 clusters
  Score: Raw -434235.569665 + Penalty 2685.666891 = -431549.902774
  nChanged 8
		SP:Iteration 23Q (61770.270000 sec): 3 clusters
  Score: Raw -434237.279686 + Penalty 2685.666891 = -431551.612796
  nChanged 9
		SP:Iteration 24Q (61770.340000 sec): 3 clusters
  Score: Raw -434239.601353 + Penalty 2685.666891 = -431553.934462
  nChanged 9
		SP:Iteration 25Q (61770.410000 sec): 3 clusters
  Score: Raw -434241.390350 + Penalty 2685.666891 = -431555.723460
  nChanged 7
		SP:Iteration 26Q (61770.480000 sec): 3 clusters
  Score: Raw -434243.388022 + Penalty 2685.666891 = -431557.721132
  nChanged 7
		SP:Iteration 27Q (61770.550000 sec): 3 clusters
  Score: Raw -434244.666148 + Penalty 2685.666891 = -431558.999257
  nChanged 2
		SP:Iteration 28Q (61770.620000 sec): 3 clusters
  Score: Raw -434244.956255 + Penalty 2685.666891 = -431559.289364
  nChanged 1
		SP:Iteration 29Q (61770.690000 sec): 3 clusters
  Score: Raw -434245.168756 + Penalty 2685.666891 = -431559.501866
  nChanged 2
		SP:Iteration 30Q (61770.820000 sec): 3 clusters
  Score: Raw -434245.523672 + Penalty 2685.666891 = -431559.856782
  nChanged 3
		SP:Iteration 31Q (61770.890000 sec): 3 clusters
  Score: Raw -434245.928193 + Penalty 2685.666891 = -431560.261302
  nChanged 3
		SP:Iteration 32Q (61770.960000 sec): 3 clusters
  Score: Raw -434246.320600 + Penalty 2685.666891 = -431560.653710
  nChanged 3
		SP:Iteration 33Q (61771.030000 sec): 3 clusters
  Score: Raw -434247.434903 + Penalty 2685.666891 = -431561.768012
  nChanged 7
		SP:Iteration 34Q (61771.100000 sec): 3 clusters
  Score: Raw -434248.930627 + Penalty 2685.666891 = -431563.263736
  nChanged 3
		SP:Iteration 35Q (61771.170000 sec): 3 clusters
  Score: Raw -434249.802018 + Penalty 2685.666891 = -431564.135128
  nChanged 3
		SP:Iteration 36Q (61771.240000 sec): 3 clusters
  Score: Raw -434250.505576 + Penalty 2685.666891 = -431564.838686
  nChanged 2
		SP:Iteration 37Q (61771.310000 sec): 3 clusters
  Score: Raw -434250.866669 + Penalty 2685.666891 = -431565.199778
  nChanged 3
		SP:Iteration 38Q (61771.380000 sec): 3 clusters
  Score: Raw -434251.534194 + Penalty 2685.666891 = -431565.867303
  nChanged 2
		SP:Iteration 39Q (61771.440000 sec): 3 clusters
  Score: Raw -434251.707179 + Penalty 2685.666891 = -431566.040288
  nChanged 1
		SP:Iteration 40F (61771.520000 sec): 3 clusters
  Score: Raw -434251.766777 + Penalty 2685.666891 = -431566.099887
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 62 (880 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (61771.560000 sec): 2 clusters
  Score: Raw -101923.310738 + Penalty 1101.737310 = -100821.573428
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (61771.590000 sec): 3 clusters
  Score: Raw -101682.116113 + Penalty 2203.474620 = -99478.641493
  nChanged 261
		SP:Iteration 1F (61771.620000 sec): 3 clusters
  Score: Raw -101940.552343 + Penalty 2203.474620 = -99737.077723
  nChanged 60
		SP:Iteration 2F (61771.640000 sec): 3 clusters
  Score: Raw -102007.694454 + Penalty 2203.474620 = -99804.219834
  nChanged 33
		SP:Iteration 3Q (61771.660000 sec): 3 clusters
  Score: Raw -102062.916176 + Penalty 2203.474620 = -99859.441556
  nChanged 31
		SP:Iteration 4Q (61771.690000 sec): 3 clusters
  Score: Raw -102112.882427 + Penalty 2203.474620 = -99909.407807
  nChanged 26
		SP:Iteration 5Q (61771.720000 sec): 3 clusters
  Score: Raw -102150.239718 + Penalty 2203.474620 = -99946.765098
  nChanged 23
		SP:Iteration 6Q (61771.740000 sec): 3 clusters
  Score: Raw -102181.982668 + Penalty 2203.474620 = -99978.508048
  nChanged 19
		SP:Iteration 7Q (61771.760000 sec): 3 clusters
  Score: Raw -102198.291188 + Penalty 2203.474620 = -99994.816568
  nChanged 12
		SP:Iteration 8Q (61771.790000 sec): 3 clusters
  Score: Raw -102209.811276 + Penalty 2203.474620 = -100006.336656
  nChanged 6
		SP:Iteration 9Q (61771.820000 sec): 3 clusters
  Score: Raw -102215.212840 + Penalty 2203.474620 = -100011.738220
  nChanged 3
		SP:Iteration 10Q (61771.840000 sec): 3 clusters
  Score: Raw -102219.430384 + Penalty 2203.474620 = -100015.955764
  nChanged 2
		SP:Iteration 11Q (61771.860000 sec): 3 clusters
  Score: Raw -102220.542865 + Penalty 2203.474620 = -100017.068245
  nChanged 0
		SP:Iteration 12F (61771.890000 sec): 3 clusters
  Score: Raw -102220.542865 + Penalty 2203.474620 = -100017.068245
  nChanged 0
Deleting Class 4 (64 points): Lose 1614.666481 but Gain 2224.536093
Iteration 139Q (61925.210000 sec): 73 clusters
  Score: Raw -104731516.472043 + Penalty 160166.598716 = -104571349.873327
  nChanged 4348
Deleting Class 56 (300 points): Lose 2055.867703 but Gain 2224.536093
Iteration 140F (62133.070000 sec): 72 clusters
  Score: Raw -104732315.507623 + Penalty 157942.062623 = -104574373.445001
  nChanged 4562
Iteration 141Q (62282.180000 sec): 72 clusters
  Score: Raw -104734677.329048 + Penalty 157942.062623 = -104576735.266425
  nChanged 3030
Iteration 142Q (62429.500000 sec): 72 clusters
  Score: Raw -104735625.782440 + Penalty 157942.062623 = -104577683.719818
  nChanged 2411
Iteration 143Q (62577.990000 sec): 72 clusters
  Score: Raw -104736192.939346 + Penalty 157942.062623 = -104578250.876724
  nChanged 2038
Iteration 144Q (62726.380000 sec): 72 clusters
  Score: Raw -104736597.738869 + Penalty 157942.062623 = -104578655.676246
  nChanged 1884
Iteration 145Q (62874.630000 sec): 72 clusters
  Score: Raw -104736922.787298 + Penalty 157942.062623 = -104578980.724676
  nChanged 1632
Iteration 146Q (63022.720000 sec): 72 clusters
  Score: Raw -104737212.509777 + Penalty 157942.062623 = -104579270.447154
  nChanged 1458
Iteration 147Q (63171.220000 sec): 72 clusters
  Score: Raw -104737403.681185 + Penalty 157942.062623 = -104579461.618563
  nChanged 1275
Iteration 148Q (63321.620000 sec): 72 clusters
  Score: Raw -104737567.843846 + Penalty 157942.062623 = -104579625.781223
  nChanged 1185
Iteration 149Q (63468.200000 sec): 72 clusters
  Score: Raw -104737695.253219 + Penalty 157942.062623 = -104579753.190596
  nChanged 1069
Iteration 150Q (63616.680000 sec): 72 clusters
  Score: Raw -104737806.114823 + Penalty 157942.062623 = -104579864.052200
  nChanged 964
Iteration 151Q (63765.940000 sec): 72 clusters
  Score: Raw -104737906.871001 + Penalty 157942.062623 = -104579964.808378
  nChanged 866
Iteration 152Q (63914.460000 sec): 72 clusters
  Score: Raw -104737993.547962 + Penalty 157942.062623 = -104580051.485339
  nChanged 742
Iteration 153Q (64064.480000 sec): 72 clusters
  Score: Raw -104738065.836244 + Penalty 157942.062623 = -104580123.773622
  nChanged 710
Iteration 154Q (64214.600000 sec): 72 clusters
  Score: Raw -104738132.416134 + Penalty 157942.062623 = -104580190.353512
  nChanged 660
Iteration 155Q (64363.140000 sec): 72 clusters
  Score: Raw -104738188.063603 + Penalty 157942.062623 = -104580246.000980
  nChanged 587
Iteration 156Q (64513.700000 sec): 72 clusters
  Score: Raw -104738237.986877 + Penalty 157942.062623 = -104580295.924254
  nChanged 547
Iteration 157Q (64662.910000 sec): 72 clusters
  Score: Raw -104738277.123081 + Penalty 157942.062623 = -104580335.060458
  nChanged 471
Iteration 158Q (64811.230000 sec): 72 clusters
  Score: Raw -104738303.590654 + Penalty 157942.062623 = -104580361.528031
  nChanged 417
Iteration 159Q (64958.440000 sec): 72 clusters
  Score: Raw -104738326.770249 + Penalty 157942.062623 = -104580384.707626
  nChanged 401
Iteration 160F (65161.890000 sec): 72 clusters
  Score: Raw -104738438.770155 + Penalty 157942.062623 = -104580496.707532
  nChanged 420
Iteration 161Q (65310.910000 sec): 72 clusters
  Score: Raw -104738565.956934 + Penalty 157942.062623 = -104580623.894311
  nChanged 404
Iteration 162Q (65460.370000 sec): 72 clusters
  Score: Raw -104738635.693821 + Penalty 157942.062623 = -104580693.631198
  nChanged 402
Iteration 163Q (65609.830000 sec): 72 clusters
  Score: Raw -104738677.720056 + Penalty 157942.062623 = -104580735.657433
  nChanged 344
Iteration 164Q (65759.210000 sec): 72 clusters
  Score: Raw -104738709.140148 + Penalty 157942.062623 = -104580767.077525
  nChanged 342
Iteration 165Q (65908.220000 sec): 72 clusters
  Score: Raw -104738742.885626 + Penalty 157942.062623 = -104580800.823003
  nChanged 320
Iteration 166Q (66055.030000 sec): 72 clusters
  Score: Raw -104738770.784119 + Penalty 157942.062623 = -104580828.721496
  nChanged 291
Iteration 167Q (66204.130000 sec): 72 clusters
  Score: Raw -104738793.880609 + Penalty 157942.062623 = -104580851.817986
  nChanged 256
Iteration 168Q (66353.640000 sec): 72 clusters
  Score: Raw -104738813.343128 + Penalty 157942.062623 = -104580871.280506
  nChanged 266
Iteration 169Q (66502.060000 sec): 72 clusters
  Score: Raw -104738831.620314 + Penalty 157942.062623 = -104580889.557691
  nChanged 220
Iteration 170Q (66650.770000 sec): 72 clusters
  Score: Raw -104738850.321549 + Penalty 157942.062623 = -104580908.258926
  nChanged 252
Iteration 171Q (66801.040000 sec): 72 clusters
  Score: Raw -104738871.102997 + Penalty 157942.062623 = -104580929.040374
  nChanged 259
Iteration 172Q (66949.690000 sec): 72 clusters
  Score: Raw -104738886.998121 + Penalty 157942.062623 = -104580944.935499
  nChanged 244
Iteration 173Q (67096.720000 sec): 72 clusters
  Score: Raw -104738901.943694 + Penalty 157942.062623 = -104580959.881072
  nChanged 245
Iteration 174Q (67244.230000 sec): 72 clusters
  Score: Raw -104738916.830700 + Penalty 157942.062623 = -104580974.768078
  nChanged 241
Iteration 175Q (67393.330000 sec): 72 clusters
  Score: Raw -104738930.449556 + Penalty 157942.062623 = -104580988.386933
  nChanged 200
Iteration 176Q (67537.630000 sec): 72 clusters
  Score: Raw -104738942.120921 + Penalty 157942.062623 = -104581000.058299
  nChanged 188
Iteration 177Q (67685.740000 sec): 72 clusters
  Score: Raw -104738953.337474 + Penalty 157942.062623 = -104581011.274852
  nChanged 189
Iteration 178Q (67834.000000 sec): 72 clusters
  Score: Raw -104738964.040944 + Penalty 157942.062623 = -104581021.978321
  nChanged 198
Writing temp clu file 
Because OldScore, -104581011.274852, is greater than current (better) Score,-104581021.978321 
 Compute initial score before splitting:   Score: Raw -104738964.040944 + Penalty 157942.062623 = -104581021.978321
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 1 (383 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (67834.200000 sec): 2 clusters
  Score: Raw -36001.431342 + Penalty 966.555686 = -35034.875657
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (67834.340000 sec): 3 clusters
  Score: Raw -36045.775921 + Penalty 1933.111371 = -34112.664549
  nChanged 94
		SP:Iteration 1F (67834.350000 sec): 3 clusters
  Score: Raw -36276.909495 + Penalty 1933.111371 = -34343.798123
  nChanged 33
		SP:Iteration 2F (67834.360000 sec): 3 clusters
  Score: Raw -36400.385045 + Penalty 1933.111371 = -34467.273673
  nChanged 25
		SP:Iteration 3F (67834.360000 sec): 3 clusters
  Score: Raw -36516.557376 + Penalty 1933.111371 = -34583.446004
  nChanged 18
		SP:Iteration 4Q (67834.370000 sec): 3 clusters
  Score: Raw -36582.877114 + Penalty 1933.111371 = -34649.765742
  nChanged 10
		SP:Iteration 5Q (67834.380000 sec): 3 clusters
  Score: Raw -36615.568188 + Penalty 1933.111371 = -34682.456817
  nChanged 3
		SP:Iteration 6Q (67834.390000 sec): 3 clusters
  Score: Raw -36624.130362 + Penalty 1933.111371 = -34691.018991
  nChanged 1
		SP:Iteration 7Q (67834.400000 sec): 3 clusters
  Score: Raw -36627.821475 + Penalty 1933.111371 = -34694.710104
  nChanged 1
		SP:Iteration 8Q (67834.400000 sec): 3 clusters
  Score: Raw -36628.847175 + Penalty 1933.111371 = -34695.735804
  nChanged 1
		SP:Iteration 9Q (67834.410000 sec): 3 clusters
  Score: Raw -36629.945089 + Penalty 1933.111371 = -34696.833718
  nChanged 0
		SP:Iteration 10F (67834.420000 sec): 3 clusters
  Score: Raw -36629.945089 + Penalty 1933.111371 = -34696.833718
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 2 (29639 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (67834.660000 sec): 2 clusters
  Score: Raw -3630875.539036 + Penalty 1673.237530 = -3629202.301505
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (67834.970000 sec): 3 clusters
  Score: Raw -3612612.095786 + Penalty 3346.475061 = -3609265.620726
  nChanged 13744
		SP:Iteration 1F (67835.370000 sec): 3 clusters
  Score: Raw -3620443.126969 + Penalty 3346.475061 = -3617096.651909
  nChanged 1496
		SP:Iteration 2F (67835.780000 sec): 3 clusters
  Score: Raw -3621063.416595 + Penalty 3346.475061 = -3617716.941535
  nChanged 1607
		SP:Iteration 3F (67836.200000 sec): 3 clusters
  Score: Raw -3621849.929730 + Penalty 3346.475061 = -3618503.454669
  nChanged 1789
		SP:Iteration 4F (67836.610000 sec): 3 clusters
  Score: Raw -3622824.679471 + Penalty 3346.475061 = -3619478.204410
  nChanged 1955
		SP:Iteration 5F (67837.010000 sec): 3 clusters
  Score: Raw -3624051.767338 + Penalty 3346.475061 = -3620705.292277
  nChanged 1999
		SP:Iteration 6F (67837.420000 sec): 3 clusters
  Score: Raw -3625468.829242 + Penalty 3346.475061 = -3622122.354181
  nChanged 1980
		SP:Iteration 7F (67837.840000 sec): 3 clusters
  Score: Raw -3627049.858096 + Penalty 3346.475061 = -3623703.383035
  nChanged 1682
		SP:Iteration 8F (67838.250000 sec): 3 clusters
  Score: Raw -3628500.767683 + Penalty 3346.475061 = -3625154.292622
  nChanged 1203
		SP:Iteration 9Q (67838.620000 sec): 3 clusters
  Score: Raw -3629522.179044 + Penalty 3346.475061 = -3626175.703983
  nChanged 802
		SP:Iteration 10Q (67839.040000 sec): 3 clusters
  Score: Raw -3630200.556256 + Penalty 3346.475061 = -3626854.081195
  nChanged 463
		SP:Iteration 11Q (67839.410000 sec): 3 clusters
  Score: Raw -3630576.492770 + Penalty 3346.475061 = -3627230.017709
  nChanged 266
		SP:Iteration 12Q (67839.780000 sec): 3 clusters
  Score: Raw -3630801.478248 + Penalty 3346.475061 = -3627455.003187
  nChanged 130
		SP:Iteration 13Q (67840.150000 sec): 3 clusters
  Score: Raw -3630921.235242 + Penalty 3346.475061 = -3627574.760181
  nChanged 91
		SP:Iteration 14Q (67840.510000 sec): 3 clusters
  Score: Raw -3631019.254245 + Penalty 3346.475061 = -3627672.779184
  nChanged 63
		SP:Iteration 15Q (67840.880000 sec): 3 clusters
  Score: Raw -3631072.674722 + Penalty 3346.475061 = -3627726.199661
  nChanged 36
		SP:Iteration 16Q (67841.250000 sec): 3 clusters
  Score: Raw -3631112.761116 + Penalty 3346.475061 = -3627766.286055
  nChanged 28
		SP:Iteration 17Q (67841.610000 sec): 3 clusters
  Score: Raw -3631134.471573 + Penalty 3346.475061 = -3627787.996512
  nChanged 19
		SP:Iteration 18Q (67841.980000 sec): 3 clusters
  Score: Raw -3631150.081387 + Penalty 3346.475061 = -3627803.606326
  nChanged 11
		SP:Iteration 19Q (67842.320000 sec): 3 clusters
  Score: Raw -3631156.888346 + Penalty 3346.475061 = -3627810.413285
  nChanged 7
		SP:Iteration 20F (67842.720000 sec): 3 clusters
  Score: Raw -3631160.275201 + Penalty 3346.475061 = -3627813.800140
  nChanged 1
		SP:Iteration 21Q (67843.090000 sec): 3 clusters
  Score: Raw -3631160.762268 + Penalty 3346.475061 = -3627814.287207
  nChanged 3
		SP:Iteration 22Q (67843.470000 sec): 3 clusters
  Score: Raw -3631161.850856 + Penalty 3346.475061 = -3627815.375795
  nChanged 3
		SP:Iteration 23Q (67843.830000 sec): 3 clusters
  Score: Raw -3631165.130772 + Penalty 3346.475061 = -3627818.655711
  nChanged 9
		SP:Iteration 24Q (67844.210000 sec): 3 clusters
  Score: Raw -3631171.395247 + Penalty 3346.475061 = -3627824.920186
  nChanged 4
		SP:Iteration 25Q (67844.580000 sec): 3 clusters
  Score: Raw -3631173.782679 + Penalty 3346.475061 = -3627827.307618
  nChanged 5
		SP:Iteration 26Q (67844.940000 sec): 3 clusters
  Score: Raw -3631177.961927 + Penalty 3346.475061 = -3627831.486867
  nChanged 6
		SP:Iteration 27Q (67845.310000 sec): 3 clusters
  Score: Raw -3631181.980585 + Penalty 3346.475061 = -3627835.505524
  nChanged 3
		SP:Iteration 28Q (67845.680000 sec): 3 clusters
  Score: Raw -3631183.419871 + Penalty 3346.475061 = -3627836.944810
  nChanged 1
		SP:Iteration 29Q (67846.050000 sec): 3 clusters
  Score: Raw -3631183.645913 + Penalty 3346.475061 = -3627837.170852
  nChanged 0
		SP:Iteration 30F (67846.460000 sec): 3 clusters
  Score: Raw -3631183.645913 + Penalty 3346.475061 = -3627837.170852
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 3 (5223 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (67846.570000 sec): 2 clusters
  Score: Raw -638600.096766 + Penalty 1391.134425 = -637208.962341
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (67846.740000 sec): 3 clusters
  Score: Raw -635898.053178 + Penalty 2782.268849 = -633115.784329
  nChanged 2143
		SP:Iteration 1F (67846.920000 sec): 3 clusters
  Score: Raw -637195.658770 + Penalty 2782.268849 = -634413.389921
  nChanged 405
		SP:Iteration 2F (67847.110000 sec): 3 clusters
  Score: Raw -637440.192755 + Penalty 2782.268849 = -634657.923905
  nChanged 312
		SP:Iteration 3F (67847.310000 sec): 3 clusters
  Score: Raw -637618.742035 + Penalty 2782.268849 = -634836.473186
  nChanged 245
		SP:Iteration 4Q (67847.480000 sec): 3 clusters
  Score: Raw -637759.892233 + Penalty 2782.268849 = -634977.623384
  nChanged 225
		SP:Iteration 5Q (67847.650000 sec): 3 clusters
  Score: Raw -637892.374166 + Penalty 2782.268849 = -635110.105317
  nChanged 205
		SP:Iteration 6Q (67847.830000 sec): 3 clusters
  Score: Raw -638034.207737 + Penalty 2782.268849 = -635251.938888
  nChanged 224
		SP:Iteration 7Q (67848.000000 sec): 3 clusters
  Score: Raw -638205.304368 + Penalty 2782.268849 = -635423.035518
  nChanged 202
		SP:Iteration 8Q (67848.110000 sec): 3 clusters
  Score: Raw -638344.254883 + Penalty 2782.268849 = -635561.986033
  nChanged 133
		SP:Iteration 9Q (67848.210000 sec): 3 clusters
  Score: Raw -638442.770440 + Penalty 2782.268849 = -635660.501591
  nChanged 113
		SP:Iteration 10Q (67848.290000 sec): 3 clusters
  Score: Raw -638523.079261 + Penalty 2782.268849 = -635740.810412
  nChanged 104
		SP:Iteration 11Q (67848.390000 sec): 3 clusters
  Score: Raw -638611.847261 + Penalty 2782.268849 = -635829.578412
  nChanged 93
		SP:Iteration 12Q (67848.480000 sec): 3 clusters
  Score: Raw -638695.550330 + Penalty 2782.268849 = -635913.281481
  nChanged 89
		SP:Iteration 13Q (67848.570000 sec): 3 clusters
  Score: Raw -638769.779562 + Penalty 2782.268849 = -635987.510713
  nChanged 79
		SP:Iteration 14Q (67848.660000 sec): 3 clusters
  Score: Raw -638856.467136 + Penalty 2782.268849 = -636074.198287
  nChanged 85
		SP:Iteration 15Q (67848.750000 sec): 3 clusters
  Score: Raw -638964.593427 + Penalty 2782.268849 = -636182.324578
  nChanged 90
		SP:Iteration 16Q (67848.930000 sec): 3 clusters
  Score: Raw -639075.405882 + Penalty 2782.268849 = -636293.137033
  nChanged 83
		SP:Iteration 17Q (67849.110000 sec): 3 clusters
  Score: Raw -639161.937429 + Penalty 2782.268849 = -636379.668580
  nChanged 64
		SP:Iteration 18Q (67849.280000 sec): 3 clusters
  Score: Raw -639221.078706 + Penalty 2782.268849 = -636438.809857
  nChanged 39
		SP:Iteration 19Q (67849.450000 sec): 3 clusters
  Score: Raw -639246.120626 + Penalty 2782.268849 = -636463.851776
  nChanged 27
		SP:Iteration 20F (67849.630000 sec): 3 clusters
  Score: Raw -639265.489533 + Penalty 2782.268849 = -636483.220684
  nChanged 20
		SP:Iteration 21Q (67849.800000 sec): 3 clusters
  Score: Raw -639276.621927 + Penalty 2782.268849 = -636494.353078
  nChanged 17
		SP:Iteration 22Q (67849.980000 sec): 3 clusters
  Score: Raw -639288.349832 + Penalty 2782.268849 = -636506.080983
  nChanged 20
		SP:Iteration 23Q (67850.150000 sec): 3 clusters
  Score: Raw -639299.932964 + Penalty 2782.268849 = -636517.664115
  nChanged 18
		SP:Iteration 24Q (67850.330000 sec): 3 clusters
  Score: Raw -639315.062104 + Penalty 2782.268849 = -636532.793254
  nChanged 19
		SP:Iteration 25Q (67850.500000 sec): 3 clusters
  Score: Raw -639327.550923 + Penalty 2782.268849 = -636545.282074
  nChanged 14
		SP:Iteration 26Q (67850.670000 sec): 3 clusters
  Score: Raw -639333.037593 + Penalty 2782.268849 = -636550.768744
  nChanged 8
		SP:Iteration 27Q (67850.850000 sec): 3 clusters
  Score: Raw -639336.233761 + Penalty 2782.268849 = -636553.964912
  nChanged 6
		SP:Iteration 28Q (67851.020000 sec): 3 clusters
  Score: Raw -639339.715086 + Penalty 2782.268849 = -636557.446237
  nChanged 7
		SP:Iteration 29Q (67851.200000 sec): 3 clusters
  Score: Raw -639344.496129 + Penalty 2782.268849 = -636562.227280
  nChanged 3
		SP:Iteration 30Q (67851.370000 sec): 3 clusters
  Score: Raw -639346.114771 + Penalty 2782.268849 = -636563.845922
  nChanged 1
		SP:Iteration 31Q (67851.550000 sec): 3 clusters
  Score: Raw -639346.656753 + Penalty 2782.268849 = -636564.387904
  nChanged 2
		SP:Iteration 32Q (67851.720000 sec): 3 clusters
  Score: Raw -639347.223811 + Penalty 2782.268849 = -636564.954962
  nChanged 1
		SP:Iteration 33Q (67851.890000 sec): 3 clusters
  Score: Raw -639347.399844 + Penalty 2782.268849 = -636565.130995
  nChanged 0
		SP:Iteration 34F (67852.070000 sec): 3 clusters
  Score: Raw -639347.399844 + Penalty 2782.268849 = -636565.130995
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 5 (191984 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (67853.110000 sec): 2 clusters
  Score: Raw -23118750.387471 + Penalty 1976.839689 = -23116773.547782
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (67854.750000 sec): 3 clusters
  Score: Raw -22992247.468738 + Penalty 3953.679377 = -22988293.789361
  nChanged 92683
		SP:Iteration 1F (67856.350000 sec): 3 clusters
  Score: Raw -23046475.833373 + Penalty 3953.679377 = -23042522.153996
  nChanged 5868
		SP:Iteration 2Q (67858.080000 sec): 3 clusters
  Score: Raw -23048015.476812 + Penalty 3953.679377 = -23044061.797435
  nChanged 7117
		SP:Iteration 3Q (67859.840000 sec): 3 clusters
  Score: Raw -23050380.769486 + Penalty 3953.679377 = -23046427.090109
  nChanged 8826
		SP:Iteration 4Q (67861.630000 sec): 3 clusters
  Score: Raw -23054158.761567 + Penalty 3953.679377 = -23050205.082190
  nChanged 11145
		SP:Iteration 5F (67863.190000 sec): 3 clusters
  Score: Raw -23060226.005691 + Penalty 3953.679377 = -23056272.326313
  nChanged 13258
		SP:Iteration 6F (67864.740000 sec): 3 clusters
  Score: Raw -23069022.980205 + Penalty 3953.679377 = -23065069.300828
  nChanged 14272
		SP:Iteration 7F (67866.310000 sec): 3 clusters
  Score: Raw -23079621.314647 + Penalty 3953.679377 = -23075667.635270
  nChanged 13380
		SP:Iteration 8F (67867.900000 sec): 3 clusters
  Score: Raw -23090383.675872 + Penalty 3953.679377 = -23086429.996495
  nChanged 10875
		SP:Iteration 9F (67869.480000 sec): 3 clusters
  Score: Raw -23099473.836216 + Penalty 3953.679377 = -23095520.156839
  nChanged 7979
		SP:Iteration 10Q (67871.150000 sec): 3 clusters
  Score: Raw -23106245.796354 + Penalty 3953.679377 = -23102292.116976
  nChanged 5484
		SP:Iteration 11Q (67872.660000 sec): 3 clusters
  Score: Raw -23110970.203518 + Penalty 3953.679377 = -23107016.524141
  nChanged 3601
		SP:Iteration 12Q (67874.200000 sec): 3 clusters
  Score: Raw -23114173.504116 + Penalty 3953.679377 = -23110219.824739
  nChanged 2247
		SP:Iteration 13Q (67875.700000 sec): 3 clusters
  Score: Raw -23116150.443634 + Penalty 3953.679377 = -23112196.764257
  nChanged 1470
		SP:Iteration 14Q (67877.160000 sec): 3 clusters
  Score: Raw -23117357.539047 + Penalty 3953.679377 = -23113403.859670
  nChanged 885
		SP:Iteration 15Q (67878.570000 sec): 3 clusters
  Score: Raw -23118084.096414 + Penalty 3953.679377 = -23114130.417037
  nChanged 523
		SP:Iteration 16Q (67879.970000 sec): 3 clusters
  Score: Raw -23118495.238347 + Penalty 3953.679377 = -23114541.558969
  nChanged 308
		SP:Iteration 17Q (67881.370000 sec): 3 clusters
  Score: Raw -23118727.412670 + Penalty 3953.679377 = -23114773.733293
  nChanged 201
		SP:Iteration 18Q (67882.720000 sec): 3 clusters
  Score: Raw -23118857.593494 + Penalty 3953.679377 = -23114903.914117
  nChanged 154
		SP:Iteration 19Q (67884.110000 sec): 3 clusters
  Score: Raw -23118975.989019 + Penalty 3953.679377 = -23115022.309642
  nChanged 125
		SP:Iteration 20F (67885.690000 sec): 3 clusters
  Score: Raw -23119060.636688 + Penalty 3953.679377 = -23115106.957311
  nChanged 93
		SP:Iteration 21Q (67887.120000 sec): 3 clusters
  Score: Raw -23119112.983795 + Penalty 3953.679377 = -23115159.304418
  nChanged 69
		SP:Iteration 22Q (67888.540000 sec): 3 clusters
  Score: Raw -23119145.063231 + Penalty 3953.679377 = -23115191.383854
  nChanged 58
		SP:Iteration 23Q (67889.980000 sec): 3 clusters
  Score: Raw -23119172.614752 + Penalty 3953.679377 = -23115218.935375
  nChanged 53
		SP:Iteration 24Q (67891.380000 sec): 3 clusters
  Score: Raw -23119197.633134 + Penalty 3953.679377 = -23115243.953757
  nChanged 36
		SP:Iteration 25Q (67892.780000 sec): 3 clusters
  Score: Raw -23119212.363535 + Penalty 3953.679377 = -23115258.684157
  nChanged 29
		SP:Iteration 26Q (67894.180000 sec): 3 clusters
  Score: Raw -23119220.875779 + Penalty 3953.679377 = -23115267.196402
  nChanged 15
		SP:Iteration 27Q (67895.590000 sec): 3 clusters
  Score: Raw -23119226.037855 + Penalty 3953.679377 = -23115272.358478
  nChanged 13
		SP:Iteration 28Q (67897.000000 sec): 3 clusters
  Score: Raw -23119231.411264 + Penalty 3953.679377 = -23115277.731887
  nChanged 13
		SP:Iteration 29Q (67898.400000 sec): 3 clusters
  Score: Raw -23119237.054792 + Penalty 3953.679377 = -23115283.375414
  nChanged 13
		SP:Iteration 30Q (67899.810000 sec): 3 clusters
  Score: Raw -23119241.341473 + Penalty 3953.679377 = -23115287.662096
  nChanged 15
		SP:Iteration 31Q (67901.210000 sec): 3 clusters
  Score: Raw -23119246.192894 + Penalty 3953.679377 = -23115292.513517
  nChanged 14
		SP:Iteration 32Q (67902.610000 sec): 3 clusters
  Score: Raw -23119251.473352 + Penalty 3953.679377 = -23115297.793975
  nChanged 9
		SP:Iteration 33Q (67903.950000 sec): 3 clusters
  Score: Raw -23119254.990950 + Penalty 3953.679377 = -23115301.311573
  nChanged 8
		SP:Iteration 34Q (67905.310000 sec): 3 clusters
  Score: Raw -23119257.365172 + Penalty 3953.679377 = -23115303.685795
  nChanged 8
		SP:Iteration 35Q (67906.710000 sec): 3 clusters
  Score: Raw -23119259.381045 + Penalty 3953.679377 = -23115305.701668
  nChanged 6
		SP:Iteration 36Q (67908.170000 sec): 3 clusters
  Score: Raw -23119262.557128 + Penalty 3953.679377 = -23115308.877751
  nChanged 13
		SP:Iteration 37Q (67909.530000 sec): 3 clusters
  Score: Raw -23119268.295609 + Penalty 3953.679377 = -23115314.616232
  nChanged 9
		SP:Iteration 38Q (67910.980000 sec): 3 clusters
  Score: Raw -23119272.557614 + Penalty 3953.679377 = -23115318.878237
  nChanged 9
		SP:Iteration 39Q (67912.350000 sec): 3 clusters
  Score: Raw -23119275.408232 + Penalty 3953.679377 = -23115321.728855
  nChanged 9
		SP:Iteration 40F (67913.930000 sec): 3 clusters
  Score: Raw -23119278.944392 + Penalty 3953.679377 = -23115325.265014
  nChanged 8
		SP:Iteration 41Q (67915.360000 sec): 3 clusters
  Score: Raw -23119281.817055 + Penalty 3953.679377 = -23115328.137677
  nChanged 8
		SP:Iteration 42Q (67916.760000 sec): 3 clusters
  Score: Raw -23119284.015164 + Penalty 3953.679377 = -23115330.335787
  nChanged 4
		SP:Iteration 43Q (67918.170000 sec): 3 clusters
  Score: Raw -23119285.706062 + Penalty 3953.679377 = -23115332.026684
  nChanged 6
		SP:Iteration 44Q (67919.530000 sec): 3 clusters
  Score: Raw -23119287.899980 + Penalty 3953.679377 = -23115334.220603
  nChanged 5
		SP:Iteration 45Q (67921.000000 sec): 3 clusters
  Score: Raw -23119289.209042 + Penalty 3953.679377 = -23115335.529665
  nChanged 5
		SP:Iteration 46Q (67922.450000 sec): 3 clusters
  Score: Raw -23119291.584590 + Penalty 3953.679377 = -23115337.905213
  nChanged 6
		SP:Iteration 47Q (67923.880000 sec): 3 clusters
  Score: Raw -23119294.138406 + Penalty 3953.679377 = -23115340.459029
  nChanged 8
		SP:Iteration 48Q (67925.260000 sec): 3 clusters
  Score: Raw -23119296.465096 + Penalty 3953.679377 = -23115342.785719
  nChanged 6
		SP:Iteration 49Q (67926.680000 sec): 3 clusters
  Score: Raw -23119298.428170 + Penalty 3953.679377 = -23115344.748792
  nChanged 3
		SP:Iteration 50Q (67928.130000 sec): 3 clusters
  Score: Raw -23119298.934248 + Penalty 3953.679377 = -23115345.254871
  nChanged 5
		SP:Iteration 51Q (67929.540000 sec): 3 clusters
  Score: Raw -23119300.405039 + Penalty 3953.679377 = -23115346.725662
  nChanged 6
		SP:Iteration 52Q (67930.990000 sec): 3 clusters
  Score: Raw -23119301.757323 + Penalty 3953.679377 = -23115348.077946
  nChanged 3
		SP:Iteration 53Q (67932.390000 sec): 3 clusters
  Score: Raw -23119302.495287 + Penalty 3953.679377 = -23115348.815910
  nChanged 5
		SP:Iteration 54Q (67933.760000 sec): 3 clusters
  Score: Raw -23119303.912381 + Penalty 3953.679377 = -23115350.233004
  nChanged 6
		SP:Iteration 55Q (67935.230000 sec): 3 clusters
  Score: Raw -23119305.998834 + Penalty 3953.679377 = -23115352.319457
  nChanged 9
		SP:Iteration 56Q (67936.700000 sec): 3 clusters
  Score: Raw -23119309.727479 + Penalty 3953.679377 = -23115356.048102
  nChanged 9
		SP:Iteration 57Q (67938.060000 sec): 3 clusters
  Score: Raw -23119311.880962 + Penalty 3953.679377 = -23115358.201585
  nChanged 4
		SP:Iteration 58Q (67939.510000 sec): 3 clusters
  Score: Raw -23119312.738529 + Penalty 3953.679377 = -23115359.059152
  nChanged 1
		SP:Iteration 59Q (67940.870000 sec): 3 clusters
  Score: Raw -23119312.908164 + Penalty 3953.679377 = -23115359.228787
  nChanged 1
		SP:Iteration 60F (67942.450000 sec): 3 clusters
  Score: Raw -23119313.211111 + Penalty 3953.679377 = -23115359.531734
  nChanged 2
		SP:Iteration 61Q (67943.870000 sec): 3 clusters
  Score: Raw -23119313.622577 + Penalty 3953.679377 = -23115359.943200
  nChanged 1
		SP:Iteration 62Q (67945.320000 sec): 3 clusters
  Score: Raw -23119313.750959 + Penalty 3953.679377 = -23115360.071582
  nChanged 1
		SP:Iteration 63Q (67946.730000 sec): 3 clusters
  Score: Raw -23119313.940750 + Penalty 3953.679377 = -23115360.261373
  nChanged 3
		SP:Iteration 64Q (67948.130000 sec): 3 clusters
  Score: Raw -23119315.023826 + Penalty 3953.679377 = -23115361.344448
  nChanged 3
		SP:Iteration 65Q (67949.540000 sec): 3 clusters
  Score: Raw -23119315.870758 + Penalty 3953.679377 = -23115362.191381
  nChanged 0
		SP:Iteration 66F (67951.110000 sec): 3 clusters
  Score: Raw -23119315.870758 + Penalty 3953.679377 = -23115362.191381
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 6 (205 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (67951.190000 sec): 2 clusters
  Score: Raw -18092.198815 + Penalty 864.989122 = -17227.209694
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (67951.350000 sec): 3 clusters
  Score: Raw -18255.302643 + Penalty 1729.978243 = -16525.324400
  nChanged 33
		SP:Iteration 1F (67951.510000 sec): 3 clusters
  Score: Raw -18436.747430 + Penalty 1729.978243 = -16706.769187
  nChanged 15
		SP:Iteration 2F (67951.670000 sec): 3 clusters
  Score: Raw -18519.099369 + Penalty 1729.978243 = -16789.121126
  nChanged 2
		SP:Iteration 3Q (67951.830000 sec): 3 clusters
  Score: Raw -18525.932469 + Penalty 1729.978243 = -16795.954226
  nChanged 2
		SP:Iteration 4Q (67951.990000 sec): 3 clusters
  Score: Raw -18541.563358 + Penalty 1729.978243 = -16811.585114
  nChanged 1
		SP:Iteration 5Q (67952.150000 sec): 3 clusters
  Score: Raw -18543.871874 + Penalty 1729.978243 = -16813.893631
  nChanged 1
		SP:Iteration 6Q (67952.310000 sec): 3 clusters
  Score: Raw -18550.697624 + Penalty 1729.978243 = -16820.719381
  nChanged 0
		SP:Iteration 7F (67952.470000 sec): 3 clusters
  Score: Raw -18550.697624 + Penalty 1729.978243 = -16820.719381
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 7 (10485 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (67952.630000 sec): 2 clusters
  Score: Raw -1246323.515148 + Penalty 1504.376403 = -1244819.138745
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (67952.840000 sec): 3 clusters
  Score: Raw -1240379.396240 + Penalty 3008.752807 = -1237370.643434
  nChanged 4502
		SP:Iteration 1F (67952.980000 sec): 3 clusters
  Score: Raw -1242788.283486 + Penalty 3008.752807 = -1239779.530679
  nChanged 656
		SP:Iteration 2F (67953.120000 sec): 3 clusters
  Score: Raw -1243087.379311 + Penalty 3008.752807 = -1240078.626505
  nChanged 546
		SP:Iteration 3F (67953.350000 sec): 3 clusters
  Score: Raw -1243326.139293 + Penalty 3008.752807 = -1240317.386487
  nChanged 485
		SP:Iteration 4Q (67953.620000 sec): 3 clusters
  Score: Raw -1243550.811054 + Penalty 3008.752807 = -1240542.058248
  nChanged 474
		SP:Iteration 5Q (67953.880000 sec): 3 clusters
  Score: Raw -1243768.934479 + Penalty 3008.752807 = -1240760.181672
  nChanged 475
		SP:Iteration 6Q (67954.150000 sec): 3 clusters
  Score: Raw -1244007.104124 + Penalty 3008.752807 = -1240998.351318
  nChanged 461
		SP:Iteration 7Q (67954.370000 sec): 3 clusters
  Score: Raw -1244232.790324 + Penalty 3008.752807 = -1241224.037518
  nChanged 418
		SP:Iteration 8Q (67954.590000 sec): 3 clusters
  Score: Raw -1244438.435964 + Penalty 3008.752807 = -1241429.683157
  nChanged 404
		SP:Iteration 9Q (67954.860000 sec): 3 clusters
  Score: Raw -1244653.990173 + Penalty 3008.752807 = -1241645.237366
  nChanged 392
		SP:Iteration 10Q (67955.120000 sec): 3 clusters
  Score: Raw -1244871.668092 + Penalty 3008.752807 = -1241862.915286
  nChanged 366
		SP:Iteration 11Q (67955.380000 sec): 3 clusters
  Score: Raw -1245077.553157 + Penalty 3008.752807 = -1242068.800351
  nChanged 304
		SP:Iteration 12Q (67955.640000 sec): 3 clusters
  Score: Raw -1245272.737223 + Penalty 3008.752807 = -1242263.984417
  nChanged 286
		SP:Iteration 13Q (67955.900000 sec): 3 clusters
  Score: Raw -1245487.185721 + Penalty 3008.752807 = -1242478.432914
  nChanged 262
		SP:Iteration 14Q (67956.170000 sec): 3 clusters
  Score: Raw -1245666.760677 + Penalty 3008.752807 = -1242658.007870
  nChanged 227
		SP:Iteration 15Q (67956.430000 sec): 3 clusters
  Score: Raw -1245793.343306 + Penalty 3008.752807 = -1242784.590500
  nChanged 197
		SP:Iteration 16Q (67956.690000 sec): 3 clusters
  Score: Raw -1245906.165577 + Penalty 3008.752807 = -1242897.412770
  nChanged 178
		SP:Iteration 17Q (67956.950000 sec): 3 clusters
  Score: Raw -1245992.522358 + Penalty 3008.752807 = -1242983.769551
  nChanged 142
		SP:Iteration 18Q (67957.220000 sec): 3 clusters
  Score: Raw -1246059.477563 + Penalty 3008.752807 = -1243050.724756
  nChanged 106
		SP:Iteration 19Q (67957.480000 sec): 3 clusters
  Score: Raw -1246116.865416 + Penalty 3008.752807 = -1243108.112609
  nChanged 100
		SP:Iteration 20F (67957.740000 sec): 3 clusters
  Score: Raw -1246179.305499 + Penalty 3008.752807 = -1243170.552692
  nChanged 100
		SP:Iteration 21Q (67958.000000 sec): 3 clusters
  Score: Raw -1246241.333513 + Penalty 3008.752807 = -1243232.580706
  nChanged 91
		SP:Iteration 22Q (67958.260000 sec): 3 clusters
  Score: Raw -1246305.936646 + Penalty 3008.752807 = -1243297.183840
  nChanged 88
		SP:Iteration 23Q (67958.490000 sec): 3 clusters
  Score: Raw -1246372.090763 + Penalty 3008.752807 = -1243363.337956
  nChanged 81
		SP:Iteration 24Q (67958.710000 sec): 3 clusters
  Score: Raw -1246440.225912 + Penalty 3008.752807 = -1243431.473105
  nChanged 68
		SP:Iteration 25Q (67958.890000 sec): 3 clusters
  Score: Raw -1246491.589089 + Penalty 3008.752807 = -1243482.836282
  nChanged 52
		SP:Iteration 26Q (67959.160000 sec): 3 clusters
  Score: Raw -1246531.675554 + Penalty 3008.752807 = -1243522.922747
  nChanged 45
		SP:Iteration 27Q (67959.380000 sec): 3 clusters
  Score: Raw -1246574.151463 + Penalty 3008.752807 = -1243565.398657
  nChanged 44
		SP:Iteration 28Q (67959.600000 sec): 3 clusters
  Score: Raw -1246625.747632 + Penalty 3008.752807 = -1243616.994826
  nChanged 48
		SP:Iteration 29Q (67959.860000 sec): 3 clusters
  Score: Raw -1246681.456914 + Penalty 3008.752807 = -1243672.704107
  nChanged 40
		SP:Iteration 30Q (67960.120000 sec): 3 clusters
  Score: Raw -1246723.884545 + Penalty 3008.752807 = -1243715.131738
  nChanged 38
		SP:Iteration 31Q (67960.380000 sec): 3 clusters
  Score: Raw -1246753.771747 + Penalty 3008.752807 = -1243745.018941
  nChanged 31
		SP:Iteration 32Q (67960.600000 sec): 3 clusters
  Score: Raw -1246780.343421 + Penalty 3008.752807 = -1243771.590614
  nChanged 26
		SP:Iteration 33Q (67960.820000 sec): 3 clusters
  Score: Raw -1246805.289534 + Penalty 3008.752807 = -1243796.536727
  nChanged 21
		SP:Iteration 34Q (67961.090000 sec): 3 clusters
  Score: Raw -1246818.194272 + Penalty 3008.752807 = -1243809.441465
  nChanged 15
		SP:Iteration 35Q (67961.350000 sec): 3 clusters
  Score: Raw -1246827.023206 + Penalty 3008.752807 = -1243818.270400
  nChanged 9
		SP:Iteration 36Q (67961.610000 sec): 3 clusters
  Score: Raw -1246830.624744 + Penalty 3008.752807 = -1243821.871938
  nChanged 4
		SP:Iteration 37Q (67961.750000 sec): 3 clusters
  Score: Raw -1246832.503336 + Penalty 3008.752807 = -1243823.750529
  nChanged 2
		SP:Iteration 38Q (67961.940000 sec): 3 clusters
  Score: Raw -1246833.369439 + Penalty 3008.752807 = -1243824.616633
  nChanged 0
		SP:Iteration 39F (67962.140000 sec): 3 clusters
  Score: Raw -1246833.369439 + Penalty 3008.752807 = -1243824.616633
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 8 (12170 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (67962.290000 sec): 2 clusters
  Score: Raw -1470854.509143 + Penalty 1528.593493 = -1469325.915650
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (67962.570000 sec): 3 clusters
  Score: Raw -1463736.093135 + Penalty 3057.186985 = -1460678.906150
  nChanged 5439
		SP:Iteration 1F (67962.720000 sec): 3 clusters
  Score: Raw -1466676.377606 + Penalty 3057.186985 = -1463619.190620
  nChanged 665
		SP:Iteration 2F (67962.910000 sec): 3 clusters
  Score: Raw -1466947.629039 + Penalty 3057.186985 = -1463890.442053
  nChanged 580
		SP:Iteration 3Q (67963.150000 sec): 3 clusters
  Score: Raw -1467168.705883 + Penalty 3057.186985 = -1464111.518897
  nChanged 529
		SP:Iteration 4Q (67963.390000 sec): 3 clusters
  Score: Raw -1467381.994937 + Penalty 3057.186985 = -1464324.807951
  nChanged 523
		SP:Iteration 5Q (67963.680000 sec): 3 clusters
  Score: Raw -1467624.292236 + Penalty 3057.186985 = -1464567.105250
  nChanged 570
		SP:Iteration 6Q (67963.970000 sec): 3 clusters
  Score: Raw -1467918.338225 + Penalty 3057.186985 = -1464861.151240
  nChanged 600
		SP:Iteration 7Q (67964.270000 sec): 3 clusters
  Score: Raw -1468251.805100 + Penalty 3057.186985 = -1465194.618115
  nChanged 616
		SP:Iteration 8F (67964.570000 sec): 3 clusters
  Score: Raw -1468609.221592 + Penalty 3057.186985 = -1465552.034606
  nChanged 592
		SP:Iteration 9Q (67964.740000 sec): 3 clusters
  Score: Raw -1468953.934275 + Penalty 3057.186985 = -1465896.747290
  nChanged 562
		SP:Iteration 10Q (67964.990000 sec): 3 clusters
  Score: Raw -1469302.866581 + Penalty 3057.186985 = -1466245.679596
  nChanged 504
		SP:Iteration 11Q (67965.250000 sec): 3 clusters
  Score: Raw -1469619.712372 + Penalty 3057.186985 = -1466562.525387
  nChanged 423
		SP:Iteration 12Q (67965.490000 sec): 3 clusters
  Score: Raw -1469898.318843 + Penalty 3057.186985 = -1466841.131858
  nChanged 372
		SP:Iteration 13Q (67965.750000 sec): 3 clusters
  Score: Raw -1470172.988202 + Penalty 3057.186985 = -1467115.801217
  nChanged 320
		SP:Iteration 14Q (67966.000000 sec): 3 clusters
  Score: Raw -1470394.548816 + Penalty 3057.186985 = -1467337.361831
  nChanged 231
		SP:Iteration 15Q (67966.290000 sec): 3 clusters
  Score: Raw -1470567.829505 + Penalty 3057.186985 = -1467510.642519
  nChanged 184
		SP:Iteration 16Q (67966.510000 sec): 3 clusters
  Score: Raw -1470699.229655 + Penalty 3057.186985 = -1467642.042670
  nChanged 143
		SP:Iteration 17Q (67966.720000 sec): 3 clusters
  Score: Raw -1470800.492340 + Penalty 3057.186985 = -1467743.305355
  nChanged 96
		SP:Iteration 18Q (67966.930000 sec): 3 clusters
  Score: Raw -1470867.877058 + Penalty 3057.186985 = -1467810.690072
  nChanged 89
		SP:Iteration 19Q (67967.130000 sec): 3 clusters
  Score: Raw -1470933.249333 + Penalty 3057.186985 = -1467876.062347
  nChanged 63
		SP:Iteration 20F (67967.340000 sec): 3 clusters
  Score: Raw -1470979.209968 + Penalty 3057.186985 = -1467922.022983
  nChanged 47
		SP:Iteration 21Q (67967.550000 sec): 3 clusters
  Score: Raw -1471011.890233 + Penalty 3057.186985 = -1467954.703248
  nChanged 36
		SP:Iteration 22Q (67967.760000 sec): 3 clusters
  Score: Raw -1471038.921851 + Penalty 3057.186985 = -1467981.734866
  nChanged 23
		SP:Iteration 23Q (67967.960000 sec): 3 clusters
  Score: Raw -1471051.681943 + Penalty 3057.186985 = -1467994.494958
  nChanged 16
		SP:Iteration 24Q (67968.170000 sec): 3 clusters
  Score: Raw -1471062.214850 + Penalty 3057.186985 = -1468005.027865
  nChanged 14
		SP:Iteration 25Q (67968.370000 sec): 3 clusters
  Score: Raw -1471069.088338 + Penalty 3057.186985 = -1468011.901353
  nChanged 7
		SP:Iteration 26Q (67968.580000 sec): 3 clusters
  Score: Raw -1471077.437868 + Penalty 3057.186985 = -1468020.250882
  nChanged 12
		SP:Iteration 27Q (67968.790000 sec): 3 clusters
  Score: Raw -1471088.587503 + Penalty 3057.186985 = -1468031.400518
  nChanged 10
		SP:Iteration 28Q (67969.000000 sec): 3 clusters
  Score: Raw -1471095.678459 + Penalty 3057.186985 = -1468038.491474
  nChanged 9
		SP:Iteration 29Q (67969.200000 sec): 3 clusters
  Score: Raw -1471099.548959 + Penalty 3057.186985 = -1468042.361974
  nChanged 4
		SP:Iteration 30Q (67969.410000 sec): 3 clusters
  Score: Raw -1471101.767812 + Penalty 3057.186985 = -1468044.580826
  nChanged 2
		SP:Iteration 31Q (67969.620000 sec): 3 clusters
  Score: Raw -1471102.660017 + Penalty 3057.186985 = -1468045.473032
  nChanged 3
		SP:Iteration 32Q (67969.820000 sec): 3 clusters
  Score: Raw -1471104.572983 + Penalty 3057.186985 = -1468047.385998
  nChanged 1
		SP:Iteration 33Q (67970.030000 sec): 3 clusters
  Score: Raw -1471104.967381 + Penalty 3057.186985 = -1468047.780396
  nChanged 1
		SP:Iteration 34Q (67970.240000 sec): 3 clusters
  Score: Raw -1471105.494354 + Penalty 3057.186985 = -1468048.307368
  nChanged 0
		SP:Iteration 35F (67970.440000 sec): 3 clusters
  Score: Raw -1471105.494354 + Penalty 3057.186985 = -1468048.307368
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 9 (532 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (67970.550000 sec): 2 clusters
  Score: Raw -58523.913790 + Penalty 1019.954567 = -57503.959223
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (67970.720000 sec): 3 clusters
  Score: Raw -58463.842181 + Penalty 2039.909134 = -56423.933047
  nChanged 128
		SP:Iteration 1F (67970.900000 sec): 3 clusters
  Score: Raw -58666.372475 + Penalty 2039.909134 = -56626.463341
  nChanged 50
		SP:Iteration 2F (67971.080000 sec): 3 clusters
  Score: Raw -58825.430892 + Penalty 2039.909134 = -56785.521758
  nChanged 22
		SP:Iteration 3Q (67971.170000 sec): 3 clusters
  Score: Raw -58912.008905 + Penalty 2039.909134 = -56872.099771
  nChanged 25
		SP:Iteration 4Q (67971.180000 sec): 3 clusters
  Score: Raw -58975.765899 + Penalty 2039.909134 = -56935.856765
  nChanged 17
		SP:Iteration 5Q (67971.200000 sec): 3 clusters
  Score: Raw -59030.690379 + Penalty 2039.909134 = -56990.781245
  nChanged 16
		SP:Iteration 6Q (67971.200000 sec): 3 clusters
  Score: Raw -59067.388418 + Penalty 2039.909134 = -57027.479284
  nChanged 10
		SP:Iteration 7Q (67971.220000 sec): 3 clusters
  Score: Raw -59086.946047 + Penalty 2039.909134 = -57047.036913
  nChanged 6
		SP:Iteration 8Q (67971.240000 sec): 3 clusters
  Score: Raw -59100.643294 + Penalty 2039.909134 = -57060.734159
  nChanged 7
		SP:Iteration 9Q (67971.260000 sec): 3 clusters
  Score: Raw -59135.545597 + Penalty 2039.909134 = -57095.636463
  nChanged 7
		SP:Iteration 10Q (67971.280000 sec): 3 clusters
  Score: Raw -59156.769643 + Penalty 2039.909134 = -57116.860509
  nChanged 8
		SP:Iteration 11Q (67971.290000 sec): 3 clusters
  Score: Raw -59166.348977 + Penalty 2039.909134 = -57126.439843
  nChanged 10
		SP:Iteration 12Q (67971.310000 sec): 3 clusters
  Score: Raw -59189.789252 + Penalty 2039.909134 = -57149.880118
  nChanged 6
		SP:Iteration 13Q (67971.320000 sec): 3 clusters
  Score: Raw -59201.082849 + Penalty 2039.909134 = -57161.173715
  nChanged 6
		SP:Iteration 14Q (67971.340000 sec): 3 clusters
  Score: Raw -59241.799013 + Penalty 2039.909134 = -57201.889879
  nChanged 11
		SP:Iteration 15Q (67971.360000 sec): 3 clusters
  Score: Raw -59264.488106 + Penalty 2039.909134 = -57224.578972
  nChanged 9
		SP:Iteration 16Q (67971.370000 sec): 3 clusters
  Score: Raw -59290.743144 + Penalty 2039.909134 = -57250.834010
  nChanged 4
		SP:Iteration 17Q (67971.390000 sec): 3 clusters
  Score: Raw -59295.914396 + Penalty 2039.909134 = -57256.005262
  nChanged 2
		SP:Iteration 18Q (67971.400000 sec): 3 clusters
  Score: Raw -59305.380180 + Penalty 2039.909134 = -57265.471046
  nChanged 1
		SP:Iteration 19Q (67971.420000 sec): 3 clusters
  Score: Raw -59310.767074 + Penalty 2039.909134 = -57270.857940
  nChanged 2
		SP:Iteration 20F (67971.440000 sec): 3 clusters
  Score: Raw -59317.212498 + Penalty 2039.909134 = -57277.303364
  nChanged 1
		SP:Iteration 21Q (67971.450000 sec): 3 clusters
  Score: Raw -59321.935043 + Penalty 2039.909134 = -57282.025909
  nChanged 4
		SP:Iteration 22Q (67971.470000 sec): 3 clusters
  Score: Raw -59329.993032 + Penalty 2039.909134 = -57290.083898
  nChanged 2
		SP:Iteration 23Q (67971.480000 sec): 3 clusters
  Score: Raw -59332.645468 + Penalty 2039.909134 = -57292.736334
  nChanged 0
		SP:Iteration 24F (67971.500000 sec): 3 clusters
  Score: Raw -59332.645468 + Penalty 2039.909134 = -57292.736334
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 10 (8691 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (67971.600000 sec): 2 clusters
  Score: Raw -991236.469084 + Penalty 1473.882034 = -989762.587050
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (67971.770000 sec): 3 clusters
  Score: Raw -986408.447921 + Penalty 2947.764068 = -983460.683853
  nChanged 3708
		SP:Iteration 1F (67971.910000 sec): 3 clusters
  Score: Raw -988708.462849 + Penalty 2947.764068 = -985760.698781
  nChanged 757
		SP:Iteration 2F (67972.090000 sec): 3 clusters
  Score: Raw -989253.314512 + Penalty 2947.764068 = -986305.550444
  nChanged 692
		SP:Iteration 3F (67972.290000 sec): 3 clusters
  Score: Raw -989749.717306 + Penalty 2947.764068 = -986801.953238
  nChanged 606
		SP:Iteration 4F (67972.480000 sec): 3 clusters
  Score: Raw -990193.200088 + Penalty 2947.764068 = -987245.436020
  nChanged 522
		SP:Iteration 5F (67972.680000 sec): 3 clusters
  Score: Raw -990584.297966 + Penalty 2947.764068 = -987636.533898
  nChanged 415
		SP:Iteration 6Q (67972.860000 sec): 3 clusters
  Score: Raw -990894.497306 + Penalty 2947.764068 = -987946.733238
  nChanged 352
		SP:Iteration 7Q (67973.060000 sec): 3 clusters
  Score: Raw -991152.141171 + Penalty 2947.764068 = -988204.377103
  nChanged 269
		SP:Iteration 8Q (67973.250000 sec): 3 clusters
  Score: Raw -991368.605419 + Penalty 2947.764068 = -988420.841351
  nChanged 230
		SP:Iteration 9Q (67973.440000 sec): 3 clusters
  Score: Raw -991538.049321 + Penalty 2947.764068 = -988590.285253
  nChanged 171
		SP:Iteration 10Q (67973.640000 sec): 3 clusters
  Score: Raw -991659.913092 + Penalty 2947.764068 = -988712.149024
  nChanged 116
		SP:Iteration 11Q (67973.830000 sec): 3 clusters
  Score: Raw -991740.851882 + Penalty 2947.764068 = -988793.087814
  nChanged 85
		SP:Iteration 12Q (67974.020000 sec): 3 clusters
  Score: Raw -991791.135484 + Penalty 2947.764068 = -988843.371416
  nChanged 56
		SP:Iteration 13Q (67974.220000 sec): 3 clusters
  Score: Raw -991830.808635 + Penalty 2947.764068 = -988883.044567
  nChanged 40
		SP:Iteration 14Q (67974.420000 sec): 3 clusters
  Score: Raw -991854.398474 + Penalty 2947.764068 = -988906.634406
  nChanged 23
		SP:Iteration 15Q (67974.610000 sec): 3 clusters
  Score: Raw -991867.069073 + Penalty 2947.764068 = -988919.305005
  nChanged 24
		SP:Iteration 16Q (67974.800000 sec): 3 clusters
  Score: Raw -991877.450857 + Penalty 2947.764068 = -988929.686789
  nChanged 16
		SP:Iteration 17Q (67975.000000 sec): 3 clusters
  Score: Raw -991883.999166 + Penalty 2947.764068 = -988936.235098
  nChanged 11
		SP:Iteration 18Q (67975.190000 sec): 3 clusters
  Score: Raw -991889.876820 + Penalty 2947.764068 = -988942.112752
  nChanged 8
		SP:Iteration 19Q (67975.390000 sec): 3 clusters
  Score: Raw -991893.935250 + Penalty 2947.764068 = -988946.171182
  nChanged 3
		SP:Iteration 20F (67975.580000 sec): 3 clusters
  Score: Raw -991894.393335 + Penalty 2947.764068 = -988946.629267
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 11 (923 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (67975.680000 sec): 2 clusters
  Score: Raw -106586.682310 + Penalty 1109.489751 = -105477.192560
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (67975.860000 sec): 3 clusters
  Score: Raw -106303.624237 + Penalty 2218.979501 = -104084.644736
  nChanged 307
		SP:Iteration 1F (67976.030000 sec): 3 clusters
  Score: Raw -106620.876949 + Penalty 2218.979501 = -104401.897448
  nChanged 78
		SP:Iteration 2F (67976.210000 sec): 3 clusters
  Score: Raw -106733.609213 + Penalty 2218.979501 = -104514.629712
  nChanged 59
		SP:Iteration 3F (67976.380000 sec): 3 clusters
  Score: Raw -106830.361989 + Penalty 2218.979501 = -104611.382488
  nChanged 45
		SP:Iteration 4Q (67976.560000 sec): 3 clusters
  Score: Raw -106891.825048 + Penalty 2218.979501 = -104672.845547
  nChanged 29
		SP:Iteration 5Q (67976.740000 sec): 3 clusters
  Score: Raw -106926.372318 + Penalty 2218.979501 = -104707.392817
  nChanged 26
		SP:Iteration 6Q (67976.910000 sec): 3 clusters
  Score: Raw -106976.436061 + Penalty 2218.979501 = -104757.456560
  nChanged 27
		SP:Iteration 7Q (67977.090000 sec): 3 clusters
  Score: Raw -107039.974849 + Penalty 2218.979501 = -104820.995348
  nChanged 30
		SP:Iteration 8Q (67977.260000 sec): 3 clusters
  Score: Raw -107109.839677 + Penalty 2218.979501 = -104890.860176
  nChanged 33
		SP:Iteration 9Q (67977.440000 sec): 3 clusters
  Score: Raw -107163.292098 + Penalty 2218.979501 = -104944.312597
  nChanged 17
		SP:Iteration 10Q (67977.620000 sec): 3 clusters
  Score: Raw -107197.821645 + Penalty 2218.979501 = -104978.842144
  nChanged 7
		SP:Iteration 11Q (67977.790000 sec): 3 clusters
  Score: Raw -107208.365667 + Penalty 2218.979501 = -104989.386166
  nChanged 5
		SP:Iteration 12Q (67977.960000 sec): 3 clusters
  Score: Raw -107215.235797 + Penalty 2218.979501 = -104996.256296
  nChanged 5
		SP:Iteration 13Q (67978.140000 sec): 3 clusters
  Score: Raw -107221.615129 + Penalty 2218.979501 = -105002.635628
  nChanged 3
		SP:Iteration 14Q (67978.320000 sec): 3 clusters
  Score: Raw -107226.108447 + Penalty 2218.979501 = -105007.128946
  nChanged 4
		SP:Iteration 15Q (67978.490000 sec): 3 clusters
  Score: Raw -107230.813752 + Penalty 2218.979501 = -105011.834251
  nChanged 2
		SP:Iteration 16Q (67978.670000 sec): 3 clusters
  Score: Raw -107234.327426 + Penalty 2218.979501 = -105015.347925
  nChanged 4
		SP:Iteration 17Q (67978.840000 sec): 3 clusters
  Score: Raw -107238.951920 + Penalty 2218.979501 = -105019.972419
  nChanged 3
		SP:Iteration 18Q (67979.020000 sec): 3 clusters
  Score: Raw -107241.954171 + Penalty 2218.979501 = -105022.974670
  nChanged 2
		SP:Iteration 19Q (67979.200000 sec): 3 clusters
  Score: Raw -107247.598788 + Penalty 2218.979501 = -105028.619286
  nChanged 1
		SP:Iteration 20F (67979.370000 sec): 3 clusters
  Score: Raw -107250.649874 + Penalty 2218.979501 = -105031.670373
  nChanged 1
		SP:Iteration 21Q (67979.550000 sec): 3 clusters
  Score: Raw -107253.371222 + Penalty 2218.979501 = -105034.391721
  nChanged 0
		SP:Iteration 22F (67979.720000 sec): 3 clusters
  Score: Raw -107253.371222 + Penalty 2218.979501 = -105034.391721
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 12 (502 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (67979.810000 sec): 2 clusters
  Score: Raw -60916.023429 + Penalty 1010.522519 = -59905.500909
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (67979.990000 sec): 3 clusters
  Score: Raw -60836.756197 + Penalty 2021.045039 = -58815.711158
  nChanged 108
		SP:Iteration 1F (67980.160000 sec): 3 clusters
  Score: Raw -60989.897704 + Penalty 2021.045039 = -58968.852665
  nChanged 29
		SP:Iteration 2F (67980.340000 sec): 3 clusters
  Score: Raw -61030.872167 + Penalty 2021.045039 = -59009.827128
  nChanged 8
		SP:Iteration 3Q (67980.520000 sec): 3 clusters
  Score: Raw -61044.856523 + Penalty 2021.045039 = -59023.811484
  nChanged 4
		SP:Iteration 4Q (67980.690000 sec): 3 clusters
  Score: Raw -61047.880137 + Penalty 2021.045039 = -59026.835098
  nChanged 1
		SP:Iteration 5Q (67980.870000 sec): 3 clusters
  Score: Raw -61049.260099 + Penalty 2021.045039 = -59028.215060
  nChanged 0
		SP:Iteration 6F (67981.040000 sec): 3 clusters
  Score: Raw -61049.260099 + Penalty 2021.045039 = -59028.215060
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 13 (555 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (67981.130000 sec): 2 clusters
  Score: Raw -68053.248777 + Penalty 1026.832318 = -67026.416458
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (67981.150000 sec): 3 clusters
  Score: Raw -67936.429979 + Penalty 2053.664637 = -65882.765342
  nChanged 143
		SP:Iteration 1F (67981.160000 sec): 3 clusters
  Score: Raw -68140.926742 + Penalty 2053.664637 = -66087.262105
  nChanged 44
		SP:Iteration 2F (67981.170000 sec): 3 clusters
  Score: Raw -68205.625860 + Penalty 2053.664637 = -66151.961223
  nChanged 13
		SP:Iteration 3Q (67981.180000 sec): 3 clusters
  Score: Raw -68220.368883 + Penalty 2053.664637 = -66166.704246
  nChanged 2
		SP:Iteration 4Q (67981.200000 sec): 3 clusters
  Score: Raw -68222.487534 + Penalty 2053.664637 = -66168.822897
  nChanged 1
		SP:Iteration 5Q (67981.210000 sec): 3 clusters
  Score: Raw -68222.982109 + Penalty 2053.664637 = -66169.317472
  nChanged 0
		SP:Iteration 6F (67981.230000 sec): 3 clusters
  Score: Raw -68222.982109 + Penalty 2053.664637 = -66169.317472
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 14 (316 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (67981.260000 sec): 2 clusters
  Score: Raw -34248.154737 + Penalty 935.308110 = -33312.846627
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (67981.270000 sec): 3 clusters
  Score: Raw -34311.999596 + Penalty 1870.616219 = -32441.383376
  nChanged 60
		SP:Iteration 1F (67981.270000 sec): 3 clusters
  Score: Raw -34527.759918 + Penalty 1870.616219 = -32657.143699
  nChanged 25
		SP:Iteration 2F (67981.280000 sec): 3 clusters
  Score: Raw -34638.666648 + Penalty 1870.616219 = -32768.050429
  nChanged 14
		SP:Iteration 3Q (67981.290000 sec): 3 clusters
  Score: Raw -34702.998111 + Penalty 1870.616219 = -32832.381891
  nChanged 14
		SP:Iteration 4Q (67981.300000 sec): 3 clusters
  Score: Raw -34761.278801 + Penalty 1870.616219 = -32890.662582
  nChanged 11
		SP:Iteration 5Q (67981.310000 sec): 3 clusters
  Score: Raw -34791.639907 + Penalty 1870.616219 = -32921.023688
  nChanged 5
		SP:Iteration 6Q (67981.310000 sec): 3 clusters
  Score: Raw -34801.862318 + Penalty 1870.616219 = -32931.246098
  nChanged 2
		SP:Iteration 7Q (67981.320000 sec): 3 clusters
  Score: Raw -34814.031413 + Penalty 1870.616219 = -32943.415194
  nChanged 3
		SP:Iteration 8Q (67981.330000 sec): 3 clusters
  Score: Raw -34821.441604 + Penalty 1870.616219 = -32950.825384
  nChanged 1
		SP:Iteration 9Q (67981.330000 sec): 3 clusters
  Score: Raw -34822.342231 + Penalty 1870.616219 = -32951.726012
  nChanged 0
		SP:Iteration 10F (67981.340000 sec): 3 clusters
  Score: Raw -34822.342231 + Penalty 1870.616219 = -32951.726012
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 15 (5270 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (67981.460000 sec): 2 clusters
  Score: Raw -639384.966602 + Penalty 1392.590167 = -637992.376435
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (67981.640000 sec): 3 clusters
  Score: Raw -636676.064748 + Penalty 2785.180333 = -633890.884414
  nChanged 2116
		SP:Iteration 1F (67981.810000 sec): 3 clusters
  Score: Raw -637909.831342 + Penalty 2785.180333 = -635124.651008
  nChanged 427
		SP:Iteration 2F (67981.990000 sec): 3 clusters
  Score: Raw -638279.856218 + Penalty 2785.180333 = -635494.675885
  nChanged 397
		SP:Iteration 3F (67982.160000 sec): 3 clusters
  Score: Raw -638616.384434 + Penalty 2785.180333 = -635831.204101
  nChanged 367
		SP:Iteration 4F (67982.330000 sec): 3 clusters
  Score: Raw -638920.984821 + Penalty 2785.180333 = -636135.804488
  nChanged 329
		SP:Iteration 5F (67982.510000 sec): 3 clusters
  Score: Raw -639185.658685 + Penalty 2785.180333 = -636400.478351
  nChanged 258
		SP:Iteration 6Q (67982.680000 sec): 3 clusters
  Score: Raw -639351.141032 + Penalty 2785.180333 = -636565.960699
  nChanged 186
		SP:Iteration 7Q (67982.850000 sec): 3 clusters
  Score: Raw -639456.949506 + Penalty 2785.180333 = -636671.769173
  nChanged 141
		SP:Iteration 8Q (67983.030000 sec): 3 clusters
  Score: Raw -639532.562208 + Penalty 2785.180333 = -636747.381875
  nChanged 109
		SP:Iteration 9Q (67983.240000 sec): 3 clusters
  Score: Raw -639585.862012 + Penalty 2785.180333 = -636800.681679
  nChanged 97
		SP:Iteration 10Q (67983.420000 sec): 3 clusters
  Score: Raw -639637.361126 + Penalty 2785.180333 = -636852.180792
  nChanged 92
		SP:Iteration 11Q (67983.560000 sec): 3 clusters
  Score: Raw -639687.351117 + Penalty 2785.180333 = -636902.170784
  nChanged 106
		SP:Iteration 12Q (67983.730000 sec): 3 clusters
  Score: Raw -639753.575293 + Penalty 2785.180333 = -636968.394960
  nChanged 109
		SP:Iteration 13Q (67983.910000 sec): 3 clusters
  Score: Raw -639824.804699 + Penalty 2785.180333 = -637039.624366
  nChanged 93
		SP:Iteration 14Q (67984.080000 sec): 3 clusters
  Score: Raw -639875.711198 + Penalty 2785.180333 = -637090.530864
  nChanged 75
		SP:Iteration 15Q (67984.250000 sec): 3 clusters
  Score: Raw -639911.613951 + Penalty 2785.180333 = -637126.433618
  nChanged 71
		SP:Iteration 16Q (67984.430000 sec): 3 clusters
  Score: Raw -639939.956238 + Penalty 2785.180333 = -637154.775905
  nChanged 55
		SP:Iteration 17Q (67984.600000 sec): 3 clusters
  Score: Raw -639960.079693 + Penalty 2785.180333 = -637174.899360
  nChanged 40
		SP:Iteration 18Q (67984.780000 sec): 3 clusters
  Score: Raw -639973.962717 + Penalty 2785.180333 = -637188.782383
  nChanged 34
		SP:Iteration 19Q (67984.950000 sec): 3 clusters
  Score: Raw -639984.245325 + Penalty 2785.180333 = -637199.064991
  nChanged 40
		SP:Iteration 20F (67985.120000 sec): 3 clusters
  Score: Raw -639996.555827 + Penalty 2785.180333 = -637211.375494
  nChanged 38
		SP:Iteration 21Q (67985.300000 sec): 3 clusters
  Score: Raw -640008.694825 + Penalty 2785.180333 = -637223.514491
  nChanged 29
		SP:Iteration 22Q (67985.470000 sec): 3 clusters
  Score: Raw -640016.371665 + Penalty 2785.180333 = -637231.191331
  nChanged 18
		SP:Iteration 23Q (67985.640000 sec): 3 clusters
  Score: Raw -640020.589450 + Penalty 2785.180333 = -637235.409117
  nChanged 21
		SP:Iteration 24Q (67985.820000 sec): 3 clusters
  Score: Raw -640025.668290 + Penalty 2785.180333 = -637240.487956
  nChanged 20
		SP:Iteration 25Q (67985.990000 sec): 3 clusters
  Score: Raw -640030.238830 + Penalty 2785.180333 = -637245.058497
  nChanged 24
		SP:Iteration 26Q (67986.160000 sec): 3 clusters
  Score: Raw -640038.850213 + Penalty 2785.180333 = -637253.669879
  nChanged 23
		SP:Iteration 27Q (67986.330000 sec): 3 clusters
  Score: Raw -640045.037554 + Penalty 2785.180333 = -637259.857221
  nChanged 18
		SP:Iteration 28Q (67986.510000 sec): 3 clusters
  Score: Raw -640049.428363 + Penalty 2785.180333 = -637264.248029
  nChanged 16
		SP:Iteration 29Q (67986.680000 sec): 3 clusters
  Score: Raw -640053.434322 + Penalty 2785.180333 = -637268.253989
  nChanged 7
		SP:Iteration 30Q (67986.850000 sec): 3 clusters
  Score: Raw -640054.335821 + Penalty 2785.180333 = -637269.155487
  nChanged 4
		SP:Iteration 31Q (67987.030000 sec): 3 clusters
  Score: Raw -640055.338403 + Penalty 2785.180333 = -637270.158070
  nChanged 8
		SP:Iteration 32Q (67987.200000 sec): 3 clusters
  Score: Raw -640056.916134 + Penalty 2785.180333 = -637271.735801
  nChanged 6
		SP:Iteration 33Q (67987.370000 sec): 3 clusters
  Score: Raw -640057.696594 + Penalty 2785.180333 = -637272.516261
  nChanged 4
		SP:Iteration 34Q (67987.550000 sec): 3 clusters
  Score: Raw -640058.586083 + Penalty 2785.180333 = -637273.405750
  nChanged 2
		SP:Iteration 35Q (67987.720000 sec): 3 clusters
  Score: Raw -640059.367152 + Penalty 2785.180333 = -637274.186818
  nChanged 2
		SP:Iteration 36Q (67987.890000 sec): 3 clusters
  Score: Raw -640060.009215 + Penalty 2785.180333 = -637274.828881
  nChanged 3
		SP:Iteration 37Q (67988.070000 sec): 3 clusters
  Score: Raw -640060.595213 + Penalty 2785.180333 = -637275.414879
  nChanged 1
		SP:Iteration 38Q (67988.240000 sec): 3 clusters
  Score: Raw -640060.715274 + Penalty 2785.180333 = -637275.534941
  nChanged 3
		SP:Iteration 39Q (67988.410000 sec): 3 clusters
  Score: Raw -640061.434040 + Penalty 2785.180333 = -637276.253706
  nChanged 2
		SP:Iteration 40F (67988.590000 sec): 3 clusters
  Score: Raw -640061.831434 + Penalty 2785.180333 = -637276.651100
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 16 (350768 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (67990.370000 sec): 2 clusters
  Score: Raw -43020470.249154 + Penalty 2074.780551 = -43018395.468603
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (67993.130000 sec): 3 clusters
  Score: Raw -42785495.496154 + Penalty 4149.561102 = -42781345.935052
  nChanged 171356
		SP:Iteration 1F (67995.980000 sec): 3 clusters
  Score: Raw -42887836.250301 + Penalty 4149.561102 = -42883686.689198
  nChanged 9245
		SP:Iteration 2Q (67999.010000 sec): 3 clusters
  Score: Raw -42889971.274098 + Penalty 4149.561102 = -42885821.712995
  nChanged 10860
		SP:Iteration 3Q (68002.050000 sec): 3 clusters
  Score: Raw -42893071.222042 + Penalty 4149.561102 = -42888921.660940
  nChanged 12742
		SP:Iteration 4Q (68005.090000 sec): 3 clusters
  Score: Raw -42897656.207263 + Penalty 4149.561102 = -42893506.646161
  nChanged 14998
		SP:Iteration 5Q (68008.180000 sec): 3 clusters
  Score: Raw -42904415.105056 + Penalty 4149.561102 = -42900265.543953
  nChanged 17472
		SP:Iteration 6Q (68011.220000 sec): 3 clusters
  Score: Raw -42914086.170415 + Penalty 4149.561102 = -42909936.609313
  nChanged 19514
		SP:Iteration 7F (68014.080000 sec): 3 clusters
  Score: Raw -42926698.978626 + Penalty 4149.561102 = -42922549.417523
  nChanged 20467
		SP:Iteration 8F (68016.950000 sec): 3 clusters
  Score: Raw -42941024.214665 + Penalty 4149.561102 = -42936874.653563
  nChanged 20612
		SP:Iteration 9F (68019.570000 sec): 3 clusters
  Score: Raw -42955753.449058 + Penalty 4149.561102 = -42951603.887956
  nChanged 19869
		SP:Iteration 10F (68022.210000 sec): 3 clusters
  Score: Raw -42969817.245649 + Penalty 4149.561102 = -42965667.684546
  nChanged 18648
		SP:Iteration 11F (68024.950000 sec): 3 clusters
  Score: Raw -42982545.399631 + Penalty 4149.561102 = -42978395.838529
  nChanged 16681
		SP:Iteration 12Q (68027.780000 sec): 3 clusters
  Score: Raw -42993440.339243 + Penalty 4149.561102 = -42989290.778140
  nChanged 14068
		SP:Iteration 13Q (68030.570000 sec): 3 clusters
  Score: Raw -43002166.836858 + Penalty 4149.561102 = -42998017.275756
  nChanged 10923
		SP:Iteration 14Q (68033.200000 sec): 3 clusters
  Score: Raw -43008459.284954 + Penalty 4149.561102 = -43004309.723852
  nChanged 8065
		SP:Iteration 15Q (68035.850000 sec): 3 clusters
  Score: Raw -43012755.394932 + Penalty 4149.561102 = -43008605.833829
  nChanged 5759
		SP:Iteration 16Q (68038.470000 sec): 3 clusters
  Score: Raw -43015564.949443 + Penalty 4149.561102 = -43011415.388340
  nChanged 4018
		SP:Iteration 17Q (68041.060000 sec): 3 clusters
  Score: Raw -43017375.264972 + Penalty 4149.561102 = -43013225.703870
  nChanged 2698
		SP:Iteration 18Q (68043.620000 sec): 3 clusters
  Score: Raw -43018486.427392 + Penalty 4149.561102 = -43014336.866290
  nChanged 1876
		SP:Iteration 19Q (68046.130000 sec): 3 clusters
  Score: Raw -43019220.798584 + Penalty 4149.561102 = -43015071.237482
  nChanged 1303
		SP:Iteration 20F (68048.860000 sec): 3 clusters
  Score: Raw -43019702.698381 + Penalty 4149.561102 = -43015553.137278
  nChanged 932
		SP:Iteration 21Q (68051.340000 sec): 3 clusters
  Score: Raw -43020032.271121 + Penalty 4149.561102 = -43015882.710018
  nChanged 698
		SP:Iteration 22Q (68053.790000 sec): 3 clusters
  Score: Raw -43020281.433297 + Penalty 4149.561102 = -43016131.872195
  nChanged 514
		SP:Iteration 23Q (68056.300000 sec): 3 clusters
  Score: Raw -43020460.538673 + Penalty 4149.561102 = -43016310.977571
  nChanged 372
		SP:Iteration 24Q (68058.780000 sec): 3 clusters
  Score: Raw -43020585.436147 + Penalty 4149.561102 = -43016435.875045
  nChanged 297
		SP:Iteration 25Q (68061.280000 sec): 3 clusters
  Score: Raw -43020680.446849 + Penalty 4149.561102 = -43016530.885746
  nChanged 215
		SP:Iteration 26Q (68063.690000 sec): 3 clusters
  Score: Raw -43020736.789574 + Penalty 4149.561102 = -43016587.228472
  nChanged 140
		SP:Iteration 27Q (68066.200000 sec): 3 clusters
  Score: Raw -43020771.897272 + Penalty 4149.561102 = -43016622.336169
  nChanged 119
		SP:Iteration 28Q (68068.660000 sec): 3 clusters
  Score: Raw -43020797.600250 + Penalty 4149.561102 = -43016648.039148
  nChanged 80
		SP:Iteration 29Q (68071.180000 sec): 3 clusters
  Score: Raw -43020815.065230 + Penalty 4149.561102 = -43016665.504128
  nChanged 71
		SP:Iteration 30Q (68073.500000 sec): 3 clusters
  Score: Raw -43020829.709658 + Penalty 4149.561102 = -43016680.148555
  nChanged 63
		SP:Iteration 31Q (68076.010000 sec): 3 clusters
  Score: Raw -43020843.744789 + Penalty 4149.561102 = -43016694.183687
  nChanged 49
		SP:Iteration 32Q (68078.500000 sec): 3 clusters
  Score: Raw -43020857.185175 + Penalty 4149.561102 = -43016707.624072
  nChanged 66
		SP:Iteration 33Q (68080.960000 sec): 3 clusters
  Score: Raw -43020873.798434 + Penalty 4149.561102 = -43016724.237331
  nChanged 41
		SP:Iteration 34Q (68083.420000 sec): 3 clusters
  Score: Raw -43020883.866120 + Penalty 4149.561102 = -43016734.305018
  nChanged 51
		SP:Iteration 35Q (68085.890000 sec): 3 clusters
  Score: Raw -43020894.608819 + Penalty 4149.561102 = -43016745.047717
  nChanged 46
		SP:Iteration 36Q (68088.380000 sec): 3 clusters
  Score: Raw -43020904.532225 + Penalty 4149.561102 = -43016754.971123
  nChanged 44
		SP:Iteration 37Q (68090.870000 sec): 3 clusters
  Score: Raw -43020914.066942 + Penalty 4149.561102 = -43016764.505840
  nChanged 45
		SP:Iteration 38Q (68093.290000 sec): 3 clusters
  Score: Raw -43020924.237831 + Penalty 4149.561102 = -43016774.676729
  nChanged 35
		SP:Iteration 39Q (68095.740000 sec): 3 clusters
  Score: Raw -43020932.794800 + Penalty 4149.561102 = -43016783.233698
  nChanged 38
		SP:Iteration 40F (68098.440000 sec): 3 clusters
  Score: Raw -43020942.030209 + Penalty 4149.561102 = -43016792.469107
  nChanged 40
		SP:Iteration 41Q (68100.990000 sec): 3 clusters
  Score: Raw -43020952.590800 + Penalty 4149.561102 = -43016803.029698
  nChanged 43
		SP:Iteration 42Q (68103.220000 sec): 3 clusters
  Score: Raw -43020961.159255 + Penalty 4149.561102 = -43016811.598153
  nChanged 30
		SP:Iteration 43Q (68105.740000 sec): 3 clusters
  Score: Raw -43020967.709009 + Penalty 4149.561102 = -43016818.147907
  nChanged 27
		SP:Iteration 44Q (68108.360000 sec): 3 clusters
  Score: Raw -43020972.791228 + Penalty 4149.561102 = -43016823.230126
  nChanged 17
		SP:Iteration 45Q (68110.860000 sec): 3 clusters
  Score: Raw -43020976.394018 + Penalty 4149.561102 = -43016826.832916
  nChanged 16
		SP:Iteration 46Q (68113.080000 sec): 3 clusters
  Score: Raw -43020979.999396 + Penalty 4149.561102 = -43016830.438294
  nChanged 22
		SP:Iteration 47Q (68115.580000 sec): 3 clusters
  Score: Raw -43020984.982041 + Penalty 4149.561102 = -43016835.420939
  nChanged 17
		SP:Iteration 48Q (68118.050000 sec): 3 clusters
  Score: Raw -43020988.435897 + Penalty 4149.561102 = -43016838.874794
  nChanged 12
		SP:Iteration 49Q (68120.560000 sec): 3 clusters
  Score: Raw -43020990.497942 + Penalty 4149.561102 = -43016840.936840
  nChanged 10
		SP:Iteration 50Q (68122.960000 sec): 3 clusters
  Score: Raw -43020992.297677 + Penalty 4149.561102 = -43016842.736575
  nChanged 8
		SP:Iteration 51Q (68125.390000 sec): 3 clusters
  Score: Raw -43020993.951357 + Penalty 4149.561102 = -43016844.390255
  nChanged 12
		SP:Iteration 52Q (68127.840000 sec): 3 clusters
  Score: Raw -43020996.056747 + Penalty 4149.561102 = -43016846.495645
  nChanged 10
		SP:Iteration 53Q (68130.330000 sec): 3 clusters
  Score: Raw -43020998.131048 + Penalty 4149.561102 = -43016848.569946
  nChanged 10
		SP:Iteration 54Q (68132.730000 sec): 3 clusters
  Score: Raw -43020999.975950 + Penalty 4149.561102 = -43016850.414848
  nChanged 10
		SP:Iteration 55Q (68135.150000 sec): 3 clusters
  Score: Raw -43021001.630987 + Penalty 4149.561102 = -43016852.069885
  nChanged 13
		SP:Iteration 56Q (68137.570000 sec): 3 clusters
  Score: Raw -43021004.633591 + Penalty 4149.561102 = -43016855.072488
  nChanged 16
		SP:Iteration 57Q (68139.990000 sec): 3 clusters
  Score: Raw -43021008.685161 + Penalty 4149.561102 = -43016859.124058
  nChanged 16
		SP:Iteration 58Q (68142.500000 sec): 3 clusters
  Score: Raw -43021012.157810 + Penalty 4149.561102 = -43016862.596707
  nChanged 13
		SP:Iteration 59Q (68144.920000 sec): 3 clusters
  Score: Raw -43021015.113227 + Penalty 4149.561102 = -43016865.552124
  nChanged 13
		SP:Iteration 60F (68147.590000 sec): 3 clusters
  Score: Raw -43021017.895739 + Penalty 4149.561102 = -43016868.334636
  nChanged 13
		SP:Iteration 61Q (68150.080000 sec): 3 clusters
  Score: Raw -43021021.448786 + Penalty 4149.561102 = -43016871.887683
  nChanged 15
		SP:Iteration 62Q (68152.540000 sec): 3 clusters
  Score: Raw -43021024.769090 + Penalty 4149.561102 = -43016875.207987
  nChanged 13
		SP:Iteration 63Q (68155.000000 sec): 3 clusters
  Score: Raw -43021028.099471 + Penalty 4149.561102 = -43016878.538368
  nChanged 15
		SP:Iteration 64Q (68157.440000 sec): 3 clusters
  Score: Raw -43021032.058955 + Penalty 4149.561102 = -43016882.497853
  nChanged 17
		SP:Iteration 65Q (68159.940000 sec): 3 clusters
  Score: Raw -43021035.318768 + Penalty 4149.561102 = -43016885.757665
  nChanged 13
		SP:Iteration 66Q (68162.360000 sec): 3 clusters
  Score: Raw -43021038.067721 + Penalty 4149.561102 = -43016888.506619
  nChanged 16
		SP:Iteration 67Q (68164.870000 sec): 3 clusters
  Score: Raw -43021041.187338 + Penalty 4149.561102 = -43016891.626236
  nChanged 15
		SP:Iteration 68Q (68167.350000 sec): 3 clusters
  Score: Raw -43021044.035725 + Penalty 4149.561102 = -43016894.474623
  nChanged 13
		SP:Iteration 69Q (68169.810000 sec): 3 clusters
  Score: Raw -43021046.581903 + Penalty 4149.561102 = -43016897.020801
  nChanged 11
		SP:Iteration 70Q (68172.270000 sec): 3 clusters
  Score: Raw -43021048.978676 + Penalty 4149.561102 = -43016899.417573
  nChanged 12
		SP:Iteration 71Q (68174.740000 sec): 3 clusters
  Score: Raw -43021051.516942 + Penalty 4149.561102 = -43016901.955840
  nChanged 13
		SP:Iteration 72Q (68177.210000 sec): 3 clusters
  Score: Raw -43021054.555880 + Penalty 4149.561102 = -43016904.994778
  nChanged 11
		SP:Iteration 73Q (68179.720000 sec): 3 clusters
  Score: Raw -43021056.370453 + Penalty 4149.561102 = -43016906.809350
  nChanged 6
		SP:Iteration 74Q (68182.210000 sec): 3 clusters
  Score: Raw -43021057.443357 + Penalty 4149.561102 = -43016907.882254
  nChanged 6
		SP:Iteration 75Q (68184.770000 sec): 3 clusters
  Score: Raw -43021058.301228 + Penalty 4149.561102 = -43016908.740125
  nChanged 0
		SP:Iteration 76F (68187.270000 sec): 3 clusters
  Score: Raw -43021058.301228 + Penalty 4149.561102 = -43016908.740125
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 17 (33748 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (68187.670000 sec): 2 clusters
  Score: Raw -4172252.359697 + Penalty 1694.334921 = -4170558.024777
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (68188.120000 sec): 3 clusters
  Score: Raw -4151258.987848 + Penalty 3388.669841 = -4147870.318006
  nChanged 15657
		SP:Iteration 1F (68188.530000 sec): 3 clusters
  Score: Raw -4160214.836609 + Penalty 3388.669841 = -4156826.166768
  nChanged 1796
		SP:Iteration 2F (68188.910000 sec): 3 clusters
  Score: Raw -4161062.662057 + Penalty 3388.669841 = -4157673.992215
  nChanged 1924
		SP:Iteration 3F (68189.240000 sec): 3 clusters
  Score: Raw -4162081.896321 + Penalty 3388.669841 = -4158693.226479
  nChanged 2051
		SP:Iteration 4F (68189.710000 sec): 3 clusters
  Score: Raw -4163205.857066 + Penalty 3388.669841 = -4159817.187224
  nChanged 2022
		SP:Iteration 5F (68190.180000 sec): 3 clusters
  Score: Raw -4164467.008146 + Penalty 3388.669841 = -4161078.338304
  nChanged 2127
		SP:Iteration 6F (68190.590000 sec): 3 clusters
  Score: Raw -4166132.809669 + Penalty 3388.669841 = -4162744.139828
  nChanged 2226
		SP:Iteration 7F (68191.070000 sec): 3 clusters
  Score: Raw -4168475.647194 + Penalty 3388.669841 = -4165086.977353
  nChanged 2227
		SP:Iteration 8F (68191.470000 sec): 3 clusters
  Score: Raw -4171565.938456 + Penalty 3388.669841 = -4168177.268614
  nChanged 1995
		SP:Iteration 9F (68191.890000 sec): 3 clusters
  Score: Raw -4174068.775835 + Penalty 3388.669841 = -4170680.105994
  nChanged 1400
		SP:Iteration 10Q (68192.310000 sec): 3 clusters
  Score: Raw -4175403.110450 + Penalty 3388.669841 = -4172014.440609
  nChanged 983
		SP:Iteration 11Q (68192.650000 sec): 3 clusters
  Score: Raw -4176216.555301 + Penalty 3388.669841 = -4172827.885459
  nChanged 854
		SP:Iteration 12Q (68193.050000 sec): 3 clusters
  Score: Raw -4176982.087893 + Penalty 3388.669841 = -4173593.418052
  nChanged 761
		SP:Iteration 13Q (68193.460000 sec): 3 clusters
  Score: Raw -4177778.783952 + Penalty 3388.669841 = -4174390.114111
  nChanged 640
		SP:Iteration 14Q (68193.780000 sec): 3 clusters
  Score: Raw -4178611.816441 + Penalty 3388.669841 = -4175223.146599
  nChanged 588
		SP:Iteration 15Q (68194.280000 sec): 3 clusters
  Score: Raw -4179650.695079 + Penalty 3388.669841 = -4176262.025238
  nChanged 421
		SP:Iteration 16Q (68194.620000 sec): 3 clusters
  Score: Raw -4180204.650026 + Penalty 3388.669841 = -4176815.980185
  nChanged 231
		SP:Iteration 17Q (68194.990000 sec): 3 clusters
  Score: Raw -4180307.382777 + Penalty 3388.669841 = -4176918.712936
  nChanged 111
		SP:Iteration 18Q (68195.390000 sec): 3 clusters
  Score: Raw -4180327.263889 + Penalty 3388.669841 = -4176938.594047
  nChanged 54
		SP:Iteration 19Q (68195.790000 sec): 3 clusters
  Score: Raw -4180332.282535 + Penalty 3388.669841 = -4176943.612693
  nChanged 24
		SP:Iteration 20F (68196.240000 sec): 3 clusters
  Score: Raw -4180333.830537 + Penalty 3388.669841 = -4176945.160696
  nChanged 16
		SP:Iteration 21Q (68196.660000 sec): 3 clusters
  Score: Raw -4180334.586001 + Penalty 3388.669841 = -4176945.916160
  nChanged 8
		SP:Iteration 22Q (68197.050000 sec): 3 clusters
  Score: Raw -4180334.926292 + Penalty 3388.669841 = -4176946.256451
  nChanged 5
		SP:Iteration 23Q (68197.420000 sec): 3 clusters
  Score: Raw -4180335.185563 + Penalty 3388.669841 = -4176946.515721
  nChanged 5
		SP:Iteration 24Q (68197.830000 sec): 3 clusters
  Score: Raw -4180335.484811 + Penalty 3388.669841 = -4176946.814970
  nChanged 2
		SP:Iteration 25Q (68198.240000 sec): 3 clusters
  Score: Raw -4180335.610052 + Penalty 3388.669841 = -4176946.940211
  nChanged 3
		SP:Iteration 26Q (68198.600000 sec): 3 clusters
  Score: Raw -4180335.739664 + Penalty 3388.669841 = -4176947.069823
  nChanged 1
		SP:Iteration 27Q (68199.010000 sec): 3 clusters
  Score: Raw -4180335.764198 + Penalty 3388.669841 = -4176947.094356
  nChanged 0
		SP:Iteration 28F (68199.460000 sec): 3 clusters
  Score: Raw -4180335.764198 + Penalty 3388.669841 = -4176947.094356
  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 6.34 GB.

 Trying to split cluster 18 (5429 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (68199.570000 sec): 2 clusters
  Score: Raw -655329.720545 + Penalty 1397.420413 = -653932.300132
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (68199.750000 sec): 3 clusters
  Score: Raw -652468.824663 + Penalty 2794.840826 = -649673.983837
  nChanged 2188
		SP:Iteration 1F (68199.920000 sec): 3 clusters
  Score: Raw -653647.641891 + Penalty 2794.840826 = -650852.801065
  nChanged 407
		SP:Iteration 2F (68200.090000 sec): 3 clusters
  Score: Raw -653897.509226 + Penalty 2794.840826 = -651102.668400
  nChanged 347
		SP:Iteration 3F (68200.270000 sec): 3 clusters
  Score: Raw -654149.524317 + Penalty 2794.840826 = -651354.683491
  nChanged 375
		SP:Iteration 4F (68200.440000 sec): 3 clusters
  Score: Raw -654490.097043 + Penalty 2794.840826 = -651695.256217
  nChanged 389
		SP:Iteration 5F (68200.610000 sec): 3 clusters
  Score: Raw -654854.147363 + Penalty 2794.840826 = -652059.306537
  nChanged 381
		SP:Iteration 6F (68200.780000 sec): 3 clusters
  Score: Raw -655161.001763 + Penalty 2794.840826 = -652366.160937
  nChanged 288
		SP:Iteration 7F (68201.020000 sec): 3 clusters
  Score: Raw -655362.331808 + Penalty 2794.840826 = -652567.490982
  nChanged 224
		SP:Iteration 8Q (68201.210000 sec): 3 clusters
  Score: Raw -655505.728989 + Penalty 2794.840826 = -652710.888163
  nChanged 174
		SP:Iteration 9Q (68201.390000 sec): 3 clusters
  Score: Raw -655586.276758 + Penalty 2794.840826 = -652791.435932
  nChanged 119
		SP:Iteration 10Q (68201.560000 sec): 3 clusters
  Score: Raw -655635.053776 + Penalty 2794.840826 = -652840.212950
  nChanged 78
		SP:Iteration 11Q (68201.730000 sec): 3 clusters
  Score: Raw -655668.020107 + Penalty 2794.840826 = -652873.179281
  nChanged 66
		SP:Iteration 12Q (68201.900000 sec): 3 clusters
  Score: Raw -655686.268334 + Penalty 2794.840826 = -652891.427508
  nChanged 32
		SP:Iteration 13Q (68202.080000 sec): 3 clusters
  Score: Raw -655694.326480 + Penalty 2794.840826 = -652899.485654
  nChanged 21
		SP:Iteration 14Q (68202.250000 sec): 3 clusters
  Score: Raw -655700.123318 + Penalty 2794.840826 = -652905.282492
  nChanged 21
		SP:Iteration 15Q (68202.420000 sec): 3 clusters
  Score: Raw -655704.768808 + Penalty 2794.840826 = -652909.927982
  nChanged 16
		SP:Iteration 16Q (68202.590000 sec): 3 clusters
  Score: Raw -655707.975992 + Penalty 2794.840826 = -652913.135166
  nChanged 16
		SP:Iteration 17Q (68202.770000 sec): 3 clusters
  Score: Raw -655711.934871 + Penalty 2794.840826 = -652917.094045
  nChanged 12
		SP:Iteration 18Q (68202.940000 sec): 3 clusters
  Score: Raw -655714.764306 + Penalty 2794.840826 = -652919.923480
  nChanged 9
		SP:Iteration 19Q (68203.110000 sec): 3 clusters
  Score: Raw -655716.781730 + Penalty 2794.840826 = -652921.940904
  nChanged 7
		SP:Iteration 20F (68203.290000 sec): 3 clusters
  Score: Raw -655718.465679 + Penalty 2794.840826 = -652923.624853
  nChanged 10
		SP:Iteration 21Q (68203.460000 sec): 3 clusters
  Score: Raw -655720.255805 + Penalty 2794.840826 = -652925.414979
  nChanged 6
		SP:Iteration 22Q (68203.630000 sec): 3 clusters
  Score: Raw -655721.520492 + Penalty 2794.840826 = -652926.679665
  nChanged 5
		SP:Iteration 23Q (68203.800000 sec): 3 clusters
  Score: Raw -655722.696660 + Penalty 2794.840826 = -652927.855834
  nChanged 4
		SP:Iteration 24Q (68203.980000 sec): 3 clusters
  Score: Raw -655723.346662 + Penalty 2794.840826 = -652928.505836
  nChanged 4
		SP:Iteration 25Q (68204.150000 sec): 3 clusters
  Score: Raw -655724.133995 + Penalty 2794.840826 = -652929.293169
  nChanged 3
		SP:Iteration 26Q (68204.320000 sec): 3 clusters
  Score: Raw -655724.525088 + Penalty 2794.840826 = -652929.684262
  nChanged 0
		SP:Iteration 27F (68204.490000 sec): 3 clusters
  Score: Raw -655724.525088 + Penalty 2794.840826 = -652929.684262
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 19 (1105 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (68204.560000 sec): 2 clusters
  Score: Raw -131501.037769 + Penalty 1138.735100 = -130362.302669
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (68204.740000 sec): 3 clusters
  Score: Raw -131147.205730 + Penalty 2277.470200 = -128869.735530
  nChanged 342
		SP:Iteration 1F (68204.910000 sec): 3 clusters
  Score: Raw -131489.424139 + Penalty 2277.470200 = -129211.953940
  nChanged 86
		SP:Iteration 2F (68205.090000 sec): 3 clusters
  Score: Raw -131604.178164 + Penalty 2277.470200 = -129326.707964
  nChanged 45
		SP:Iteration 3Q (68205.270000 sec): 3 clusters
  Score: Raw -131688.094913 + Penalty 2277.470200 = -129410.624713
  nChanged 39
		SP:Iteration 4Q (68205.440000 sec): 3 clusters
  Score: Raw -131743.470926 + Penalty 2277.470200 = -129466.000726
  nChanged 37
		SP:Iteration 5Q (68205.620000 sec): 3 clusters
  Score: Raw -131773.196790 + Penalty 2277.470200 = -129495.726590
  nChanged 13
		SP:Iteration 6Q (68205.790000 sec): 3 clusters
  Score: Raw -131792.211219 + Penalty 2277.470200 = -129514.741019
  nChanged 19
		SP:Iteration 7Q (68205.970000 sec): 3 clusters
  Score: Raw -131815.108980 + Penalty 2277.470200 = -129537.638781
  nChanged 14
		SP:Iteration 8Q (68206.020000 sec): 3 clusters
  Score: Raw -131830.623945 + Penalty 2277.470200 = -129553.153745
  nChanged 12
		SP:Iteration 9Q (68206.040000 sec): 3 clusters
  Score: Raw -131841.948867 + Penalty 2277.470200 = -129564.478667
  nChanged 13
		SP:Iteration 10Q (68206.070000 sec): 3 clusters
  Score: Raw -131853.073090 + Penalty 2277.470200 = -129575.602890
  nChanged 8
		SP:Iteration 11Q (68206.090000 sec): 3 clusters
  Score: Raw -131861.338994 + Penalty 2277.470200 = -129583.868795
  nChanged 10
		SP:Iteration 12Q (68206.110000 sec): 3 clusters
  Score: Raw -131869.441055 + Penalty 2277.470200 = -129591.970855
  nChanged 6
		SP:Iteration 13Q (68206.140000 sec): 3 clusters
  Score: Raw -131877.210467 + Penalty 2277.470200 = -129599.740267
  nChanged 6
		SP:Iteration 14Q (68206.160000 sec): 3 clusters
  Score: Raw -131883.764118 + Penalty 2277.470200 = -129606.293918
  nChanged 9
		SP:Iteration 15Q (68206.190000 sec): 3 clusters
  Score: Raw -131891.431976 + Penalty 2277.470200 = -129613.961776
  nChanged 5
		SP:Iteration 16Q (68206.210000 sec): 3 clusters
  Score: Raw -131896.495282 + Penalty 2277.470200 = -129619.025083
  nChanged 4
		SP:Iteration 17Q (68206.240000 sec): 3 clusters
  Score: Raw -131899.753918 + Penalty 2277.470200 = -129622.283719
  nChanged 5
		SP:Iteration 18Q (68206.260000 sec): 3 clusters
  Score: Raw -131904.037929 + Penalty 2277.470200 = -129626.567730
  nChanged 2
		SP:Iteration 19Q (68206.290000 sec): 3 clusters
  Score: Raw -131905.770866 + Penalty 2277.470200 = -129628.300667
  nChanged 1
		SP:Iteration 20F (68206.310000 sec): 3 clusters
  Score: Raw -131906.253768 + Penalty 2277.470200 = -129628.783569
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 20 (30720 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (68206.650000 sec): 2 clusters
  Score: Raw -3629099.823169 + Penalty 1679.058743 = -3627420.764426
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (68207.080000 sec): 3 clusters
  Score: Raw -3610122.660774 + Penalty 3358.117486 = -3606764.543288
  nChanged 14234
		SP:Iteration 1F (68207.510000 sec): 3 clusters
  Score: Raw -3617866.422766 + Penalty 3358.117486 = -3614508.305280
  nChanged 1285
		SP:Iteration 2Q (68207.870000 sec): 3 clusters
  Score: Raw -3618229.359238 + Penalty 3358.117486 = -3614871.241753
  nChanged 1154
		SP:Iteration 3Q (68208.260000 sec): 3 clusters
  Score: Raw -3618533.724735 + Penalty 3358.117486 = -3615175.607249
  nChanged 1060
		SP:Iteration 4Q (68208.690000 sec): 3 clusters
  Score: Raw -3618807.791415 + Penalty 3358.117486 = -3615449.673930
  nChanged 1035
		SP:Iteration 5Q (68209.130000 sec): 3 clusters
  Score: Raw -3619087.683359 + Penalty 3358.117486 = -3615729.565873
  nChanged 1018
		SP:Iteration 6Q (68209.560000 sec): 3 clusters
  Score: Raw -3619345.844911 + Penalty 3358.117486 = -3615987.727425
  nChanged 950
		SP:Iteration 7Q (68209.990000 sec): 3 clusters
  Score: Raw -3619598.949989 + Penalty 3358.117486 = -3616240.832503
  nChanged 921
		SP:Iteration 8Q (68210.430000 sec): 3 clusters
  Score: Raw -3619868.102312 + Penalty 3358.117486 = -3616509.984826
  nChanged 995
		SP:Iteration 9Q (68210.860000 sec): 3 clusters
  Score: Raw -3620228.967729 + Penalty 3358.117486 = -3616870.850243
  nChanged 1148
		SP:Iteration 10Q (68211.300000 sec): 3 clusters
  Score: Raw -3620726.415813 + Penalty 3358.117486 = -3617368.298327
  nChanged 1257
		SP:Iteration 11Q (68211.720000 sec): 3 clusters
  Score: Raw -3621374.197348 + Penalty 3358.117486 = -3618016.079862
  nChanged 1423
		SP:Iteration 12Q (68212.100000 sec): 3 clusters
  Score: Raw -3622275.892904 + Penalty 3358.117486 = -3618917.775419
  nChanged 1503
		SP:Iteration 13Q (68212.510000 sec): 3 clusters
  Score: Raw -3623374.552449 + Penalty 3358.117486 = -3620016.434964
  nChanged 1474
		SP:Iteration 14Q (68212.850000 sec): 3 clusters
  Score: Raw -3624393.210885 + Penalty 3358.117486 = -3621035.093399
  nChanged 1277
		SP:Iteration 15Q (68213.170000 sec): 3 clusters
  Score: Raw -3625135.396408 + Penalty 3358.117486 = -3621777.278922
  nChanged 977
		SP:Iteration 16Q (68213.590000 sec): 3 clusters
  Score: Raw -3625646.150685 + Penalty 3358.117486 = -3622288.033199
  nChanged 754
		SP:Iteration 17Q (68214.060000 sec): 3 clusters
  Score: Raw -3625958.693178 + Penalty 3358.117486 = -3622600.575692
  nChanged 508
		SP:Iteration 18Q (68214.350000 sec): 3 clusters
  Score: Raw -3626153.165585 + Penalty 3358.117486 = -3622795.048099
  nChanged 420
		SP:Iteration 19Q (68214.740000 sec): 3 clusters
  Score: Raw -3626302.782348 + Penalty 3358.117486 = -3622944.664863
  nChanged 411
		SP:Iteration 20F (68215.150000 sec): 3 clusters
  Score: Raw -3626457.754461 + Penalty 3358.117486 = -3623099.636975
  nChanged 422
		SP:Iteration 21Q (68215.520000 sec): 3 clusters
  Score: Raw -3626624.428925 + Penalty 3358.117486 = -3623266.311439
  nChanged 430
		SP:Iteration 22Q (68215.910000 sec): 3 clusters
  Score: Raw -3626797.370408 + Penalty 3358.117486 = -3623439.252922
  nChanged 451
		SP:Iteration 23Q (68216.300000 sec): 3 clusters
  Score: Raw -3626997.520443 + Penalty 3358.117486 = -3623639.402957
  nChanged 525
		SP:Iteration 24Q (68216.690000 sec): 3 clusters
  Score: Raw -3627263.625794 + Penalty 3358.117486 = -3623905.508308
  nChanged 533
		SP:Iteration 25Q (68217.070000 sec): 3 clusters
  Score: Raw -3627533.435544 + Penalty 3358.117486 = -3624175.318058
  nChanged 517
		SP:Iteration 26Q (68217.460000 sec): 3 clusters
  Score: Raw -3627791.337700 + Penalty 3358.117486 = -3624433.220214
  nChanged 484
		SP:Iteration 27Q (68217.860000 sec): 3 clusters
  Score: Raw -3628046.818023 + Penalty 3358.117486 = -3624688.700537
  nChanged 446
		SP:Iteration 28Q (68218.240000 sec): 3 clusters
  Score: Raw -3628283.256088 + Penalty 3358.117486 = -3624925.138602
  nChanged 398
		SP:Iteration 29Q (68218.600000 sec): 3 clusters
  Score: Raw -3628496.083433 + Penalty 3358.117486 = -3625137.965947
  nChanged 334
		SP:Iteration 30Q (68218.940000 sec): 3 clusters
  Score: Raw -3628673.084052 + Penalty 3358.117486 = -3625314.966566
  nChanged 271
		SP:Iteration 31Q (68219.300000 sec): 3 clusters
  Score: Raw -3628821.340781 + Penalty 3358.117486 = -3625463.223295
  nChanged 218
		SP:Iteration 32Q (68219.640000 sec): 3 clusters
  Score: Raw -3628938.811470 + Penalty 3358.117486 = -3625580.693984
  nChanged 194
		SP:Iteration 33Q (68220.040000 sec): 3 clusters
  Score: Raw -3629036.980995 + Penalty 3358.117486 = -3625678.863509
  nChanged 148
		SP:Iteration 34Q (68220.380000 sec): 3 clusters
  Score: Raw -3629112.474693 + Penalty 3358.117486 = -3625754.357207
  nChanged 111
		SP:Iteration 35Q (68220.770000 sec): 3 clusters
  Score: Raw -3629159.285962 + Penalty 3358.117486 = -3625801.168476
  nChanged 74
		SP:Iteration 36Q (68221.120000 sec): 3 clusters
  Score: Raw -3629192.050578 + Penalty 3358.117486 = -3625833.933092
  nChanged 72
		SP:Iteration 37Q (68221.510000 sec): 3 clusters
  Score: Raw -3629232.602647 + Penalty 3358.117486 = -3625874.485161
  nChanged 53
		SP:Iteration 38Q (68221.880000 sec): 3 clusters
  Score: Raw -3629259.381255 + Penalty 3358.117486 = -3625901.263769
  nChanged 42
		SP:Iteration 39Q (68222.290000 sec): 3 clusters
  Score: Raw -3629279.825121 + Penalty 3358.117486 = -3625921.707635
  nChanged 47
		SP:Iteration 40F (68222.640000 sec): 3 clusters
  Score: Raw -3629298.993822 + Penalty 3358.117486 = -3625940.876336
  nChanged 29
		SP:Iteration 41Q (68223.030000 sec): 3 clusters
  Score: Raw -3629310.341947 + Penalty 3358.117486 = -3625952.224461
  nChanged 20
		SP:Iteration 42Q (68223.420000 sec): 3 clusters
  Score: Raw -3629318.898174 + Penalty 3358.117486 = -3625960.780688
  nChanged 18
		SP:Iteration 43Q (68223.820000 sec): 3 clusters
  Score: Raw -3629328.590060 + Penalty 3358.117486 = -3625970.472574
  nChanged 25
		SP:Iteration 44Q (68224.190000 sec): 3 clusters
  Score: Raw -3629341.635153 + Penalty 3358.117486 = -3625983.517667
  nChanged 18
		SP:Iteration 45Q (68224.550000 sec): 3 clusters
  Score: Raw -3629352.480818 + Penalty 3358.117486 = -3625994.363332
  nChanged 17
		SP:Iteration 46Q (68224.920000 sec): 3 clusters
  Score: Raw -3629362.459164 + Penalty 3358.117486 = -3626004.341678
  nChanged 17
		SP:Iteration 47Q (68225.250000 sec): 3 clusters
  Score: Raw -3629374.638627 + Penalty 3358.117486 = -3626016.521142
  nChanged 17
		SP:Iteration 48Q (68225.610000 sec): 3 clusters
  Score: Raw -3629381.842762 + Penalty 3358.117486 = -3626023.725276
  nChanged 9
		SP:Iteration 49Q (68225.950000 sec): 3 clusters
  Score: Raw -3629389.434876 + Penalty 3358.117486 = -3626031.317390
  nChanged 17
		SP:Iteration 50Q (68226.310000 sec): 3 clusters
  Score: Raw -3629397.768789 + Penalty 3358.117486 = -3626039.651303
  nChanged 12
		SP:Iteration 51Q (68226.710000 sec): 3 clusters
  Score: Raw -3629405.422601 + Penalty 3358.117486 = -3626047.305115
  nChanged 9
		SP:Iteration 52Q (68227.070000 sec): 3 clusters
  Score: Raw -3629410.437959 + Penalty 3358.117486 = -3626052.320473
  nChanged 9
		SP:Iteration 53Q (68227.430000 sec): 3 clusters
  Score: Raw -3629415.708415 + Penalty 3358.117486 = -3626057.590929
  nChanged 12
		SP:Iteration 54Q (68227.760000 sec): 3 clusters
  Score: Raw -3629420.543168 + Penalty 3358.117486 = -3626062.425682
  nChanged 9
		SP:Iteration 55Q (68228.120000 sec): 3 clusters
  Score: Raw -3629425.312939 + Penalty 3358.117486 = -3626067.195453
  nChanged 5
		SP:Iteration 56Q (68228.490000 sec): 3 clusters
  Score: Raw -3629427.844140 + Penalty 3358.117486 = -3626069.726654
  nChanged 4
		SP:Iteration 57Q (68228.850000 sec): 3 clusters
  Score: Raw -3629430.046231 + Penalty 3358.117486 = -3626071.928745
  nChanged 1
		SP:Iteration 58Q (68229.180000 sec): 3 clusters
  Score: Raw -3629431.093595 + Penalty 3358.117486 = -3626072.976109
  nChanged 3
		SP:Iteration 59Q (68229.520000 sec): 3 clusters
  Score: Raw -3629432.828603 + Penalty 3358.117486 = -3626074.711117
  nChanged 0
		SP:Iteration 60F (68229.900000 sec): 3 clusters
  Score: Raw -3629432.828603 + Penalty 3358.117486 = -3626074.711117
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 21 (8050 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (68230.010000 sec): 2 clusters
  Score: Raw -986950.582673 + Penalty 1461.431948 = -985489.150725
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (68230.190000 sec): 3 clusters
  Score: Raw -982509.764953 + Penalty 2922.863895 = -979586.901058
  nChanged 3442
		SP:Iteration 1F (68230.370000 sec): 3 clusters
  Score: Raw -984304.822112 + Penalty 2922.863895 = -981381.958217
  nChanged 530
		SP:Iteration 2F (68230.550000 sec): 3 clusters
  Score: Raw -984524.317861 + Penalty 2922.863895 = -981601.453966
  nChanged 343
		SP:Iteration 3Q (68230.780000 sec): 3 clusters
  Score: Raw -984660.775194 + Penalty 2922.863895 = -981737.911299
  nChanged 296
		SP:Iteration 4Q (68230.960000 sec): 3 clusters
  Score: Raw -984787.616510 + Penalty 2922.863895 = -981864.752615
  nChanged 310
		SP:Iteration 5Q (68231.140000 sec): 3 clusters
  Score: Raw -984925.759638 + Penalty 2922.863895 = -982002.895742
  nChanged 296
		SP:Iteration 6Q (68231.320000 sec): 3 clusters
  Score: Raw -985068.852410 + Penalty 2922.863895 = -982145.988514
  nChanged 322
		SP:Iteration 7Q (68231.500000 sec): 3 clusters
  Score: Raw -985231.528404 + Penalty 2922.863895 = -982308.664509
  nChanged 385
		SP:Iteration 8Q (68231.730000 sec): 3 clusters
  Score: Raw -985448.798821 + Penalty 2922.863895 = -982525.934926
  nChanged 393
		SP:Iteration 9Q (68231.910000 sec): 3 clusters
  Score: Raw -985704.535862 + Penalty 2922.863895 = -982781.671967
  nChanged 430
		SP:Iteration 10F (68232.090000 sec): 3 clusters
  Score: Raw -985960.675258 + Penalty 2922.863895 = -983037.811363
  nChanged 378
		SP:Iteration 11Q (68232.270000 sec): 3 clusters
  Score: Raw -986188.033584 + Penalty 2922.863895 = -983265.169689
  nChanged 330
		SP:Iteration 12Q (68232.460000 sec): 3 clusters
  Score: Raw -986383.395662 + Penalty 2922.863895 = -983460.531767
  nChanged 278
		SP:Iteration 13Q (68232.640000 sec): 3 clusters
  Score: Raw -986545.193120 + Penalty 2922.863895 = -983622.329224
  nChanged 255
		SP:Iteration 14Q (68232.830000 sec): 3 clusters
  Score: Raw -986696.516185 + Penalty 2922.863895 = -983773.652290
  nChanged 210
		SP:Iteration 15Q (68233.010000 sec): 3 clusters
  Score: Raw -986812.618189 + Penalty 2922.863895 = -983889.754294
  nChanged 167
		SP:Iteration 16Q (68233.190000 sec): 3 clusters
  Score: Raw -986915.868823 + Penalty 2922.863895 = -983993.004928
  nChanged 157
		SP:Iteration 17Q (68233.370000 sec): 3 clusters
  Score: Raw -987012.428773 + Penalty 2922.863895 = -984089.564877
  nChanged 123
		SP:Iteration 18Q (68233.570000 sec): 3 clusters
  Score: Raw -987085.806152 + Penalty 2922.863895 = -984162.942257
  nChanged 96
		SP:Iteration 19Q (68233.730000 sec): 3 clusters
  Score: Raw -987144.036591 + Penalty 2922.863895 = -984221.172695
  nChanged 88
		SP:Iteration 20F (68233.920000 sec): 3 clusters
  Score: Raw -987190.675800 + Penalty 2922.863895 = -984267.811904
  nChanged 92
		SP:Iteration 21Q (68234.120000 sec): 3 clusters
  Score: Raw -987250.939587 + Penalty 2922.863895 = -984328.075692
  nChanged 82
		SP:Iteration 22Q (68234.310000 sec): 3 clusters
  Score: Raw -987300.617392 + Penalty 2922.863895 = -984377.753496
  nChanged 66
		SP:Iteration 23Q (68234.510000 sec): 3 clusters
  Score: Raw -987335.235014 + Penalty 2922.863895 = -984412.371118
  nChanged 49
		SP:Iteration 24Q (68234.710000 sec): 3 clusters
  Score: Raw -987351.550974 + Penalty 2922.863895 = -984428.687079
  nChanged 27
		SP:Iteration 25Q (68234.900000 sec): 3 clusters
  Score: Raw -987359.289814 + Penalty 2922.863895 = -984436.425919
  nChanged 25
		SP:Iteration 26Q (68235.100000 sec): 3 clusters
  Score: Raw -987365.070338 + Penalty 2922.863895 = -984442.206443
  nChanged 13
		SP:Iteration 27Q (68235.290000 sec): 3 clusters
  Score: Raw -987368.948930 + Penalty 2922.863895 = -984446.085035
  nChanged 13
		SP:Iteration 28Q (68235.490000 sec): 3 clusters
  Score: Raw -987372.726045 + Penalty 2922.863895 = -984449.862150
  nChanged 15
		SP:Iteration 29Q (68235.680000 sec): 3 clusters
  Score: Raw -987377.139389 + Penalty 2922.863895 = -984454.275493
  nChanged 11
		SP:Iteration 30Q (68235.880000 sec): 3 clusters
  Score: Raw -987379.858465 + Penalty 2922.863895 = -984456.994570
  nChanged 7
		SP:Iteration 31Q (68236.080000 sec): 3 clusters
  Score: Raw -987381.363625 + Penalty 2922.863895 = -984458.499729
  nChanged 7
		SP:Iteration 32Q (68236.270000 sec): 3 clusters
  Score: Raw -987383.782625 + Penalty 2922.863895 = -984460.918730
  nChanged 4
		SP:Iteration 33Q (68236.470000 sec): 3 clusters
  Score: Raw -987384.984082 + Penalty 2922.863895 = -984462.120187
  nChanged 6
		SP:Iteration 34Q (68236.670000 sec): 3 clusters
  Score: Raw -987386.048120 + Penalty 2922.863895 = -984463.184225
  nChanged 3
		SP:Iteration 35Q (68236.860000 sec): 3 clusters
  Score: Raw -987386.369735 + Penalty 2922.863895 = -984463.505839
  nChanged 1
		SP:Iteration 36Q (68237.060000 sec): 3 clusters
  Score: Raw -987386.766231 + Penalty 2922.863895 = -984463.902335
  nChanged 5
		SP:Iteration 37Q (68237.250000 sec): 3 clusters
  Score: Raw -987388.064762 + Penalty 2922.863895 = -984465.200867
  nChanged 7
		SP:Iteration 38Q (68237.450000 sec): 3 clusters
  Score: Raw -987389.730688 + Penalty 2922.863895 = -984466.866792
  nChanged 3
		SP:Iteration 39Q (68237.650000 sec): 3 clusters
  Score: Raw -987390.725244 + Penalty 2922.863895 = -984467.861348
  nChanged 4
		SP:Iteration 40F (68237.850000 sec): 3 clusters
  Score: Raw -987391.291962 + Penalty 2922.863895 = -984468.428067
  nChanged 2
		SP:Iteration 41Q (68238.050000 sec): 3 clusters
  Score: Raw -987391.763372 + Penalty 2922.863895 = -984468.899477
  nChanged 4
		SP:Iteration 42Q (68238.240000 sec): 3 clusters
  Score: Raw -987392.711526 + Penalty 2922.863895 = -984469.847630
  nChanged 2
		SP:Iteration 43Q (68238.440000 sec): 3 clusters
  Score: Raw -987393.088001 + Penalty 2922.863895 = -984470.224106
  nChanged 0
		SP:Iteration 44F (68238.640000 sec): 3 clusters
  Score: Raw -987393.088001 + Penalty 2922.863895 = -984470.224106
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 22 (221 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (68238.720000 sec): 2 clusters
  Score: Raw -11799.228721 + Penalty 877.201439 = -10922.027282
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (68238.890000 sec): 3 clusters
  Score: Raw -11900.628081 + Penalty 1754.402878 = -10146.225203
  nChanged 31
		SP:Iteration 1F (68239.070000 sec): 3 clusters
  Score: Raw -12002.778798 + Penalty 1754.402878 = -10248.375920
  nChanged 10
		SP:Iteration 2Q (68239.250000 sec): 3 clusters
  Score: Raw -12066.316950 + Penalty 1754.402878 = -10311.914072
  nChanged 8
		SP:Iteration 3Q (68239.420000 sec): 3 clusters
  Score: Raw -12124.934384 + Penalty 1754.402878 = -10370.531506
  nChanged 8
		SP:Iteration 4Q (68239.600000 sec): 3 clusters
  Score: Raw -12171.378688 + Penalty 1754.402878 = -10416.975810
  nChanged 4
		SP:Iteration 5Q (68239.770000 sec): 3 clusters
  Score: Raw -12197.153989 + Penalty 1754.402878 = -10442.751111
  nChanged 2
		SP:Iteration 6Q (68239.950000 sec): 3 clusters
  Score: Raw -12206.934109 + Penalty 1754.402878 = -10452.531231
  nChanged 2
		SP:Iteration 7Q (68240.130000 sec): 3 clusters
  Score: Raw -12211.932976 + Penalty 1754.402878 = -10457.530098
  nChanged 0
		SP:Iteration 8F (68240.300000 sec): 3 clusters
  Score: Raw -12211.932976 + Penalty 1754.402878 = -10457.530098
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 23 (412 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (68240.390000 sec): 2 clusters
  Score: Raw -45243.804602 + Penalty 978.416294 = -44265.388308
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (68240.570000 sec): 3 clusters
  Score: Raw -45238.777316 + Penalty 1956.832589 = -43281.944727
  nChanged 84
		SP:Iteration 1F (68240.740000 sec): 3 clusters
  Score: Raw -45443.850575 + Penalty 1956.832589 = -43487.017986
  nChanged 22
		SP:Iteration 2F (68240.920000 sec): 3 clusters
  Score: Raw -45499.960834 + Penalty 1956.832589 = -43543.128245
  nChanged 10
		SP:Iteration 3Q (68241.090000 sec): 3 clusters
  Score: Raw -45521.592801 + Penalty 1956.832589 = -43564.760213
  nChanged 5
		SP:Iteration 4Q (68241.270000 sec): 3 clusters
  Score: Raw -45529.743842 + Penalty 1956.832589 = -43572.911254
  nChanged 2
		SP:Iteration 5Q (68241.450000 sec): 3 clusters
  Score: Raw -45531.818204 + Penalty 1956.832589 = -43574.985615
  nChanged 1
		SP:Iteration 6Q (68241.620000 sec): 3 clusters
  Score: Raw -45532.887478 + Penalty 1956.832589 = -43576.054889
  nChanged 1
		SP:Iteration 7Q (68241.800000 sec): 3 clusters
  Score: Raw -45533.547395 + Penalty 1956.832589 = -43576.714806
  nChanged 1
		SP:Iteration 8Q (68241.970000 sec): 3 clusters
  Score: Raw -45535.432047 + Penalty 1956.832589 = -43578.599459
  nChanged 1
		SP:Iteration 9Q (68242.150000 sec): 3 clusters
  Score: Raw -45536.392926 + Penalty 1956.832589 = -43579.560338
  nChanged 0
		SP:Iteration 10F (68242.330000 sec): 3 clusters
  Score: Raw -45536.392926 + Penalty 1956.832589 = -43579.560338
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 24 (545 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (68242.420000 sec): 2 clusters
  Score: Raw -63387.974131 + Penalty 1023.877692 = -62364.096439
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (68242.590000 sec): 3 clusters
  Score: Raw -63377.529521 + Penalty 2047.755383 = -61329.774137
  nChanged 121
		SP:Iteration 1F (68242.770000 sec): 3 clusters
  Score: Raw -63564.408182 + Penalty 2047.755383 = -61516.652799
  nChanged 34
		SP:Iteration 2F (68242.940000 sec): 3 clusters
  Score: Raw -63623.056250 + Penalty 2047.755383 = -61575.300867
  nChanged 21
		SP:Iteration 3Q (68243.120000 sec): 3 clusters
  Score: Raw -63660.593527 + Penalty 2047.755383 = -61612.838144
  nChanged 15
		SP:Iteration 4Q (68243.300000 sec): 3 clusters
  Score: Raw -63684.674761 + Penalty 2047.755383 = -61636.919378
  nChanged 13
		SP:Iteration 5Q (68243.470000 sec): 3 clusters
  Score: Raw -63708.098526 + Penalty 2047.755383 = -61660.343142
  nChanged 9
		SP:Iteration 6Q (68243.650000 sec): 3 clusters
  Score: Raw -63743.889520 + Penalty 2047.755383 = -61696.134137
  nChanged 14
		SP:Iteration 7Q (68243.820000 sec): 3 clusters
  Score: Raw -63783.798895 + Penalty 2047.755383 = -61736.043512
  nChanged 9
		SP:Iteration 8Q (68244.000000 sec): 3 clusters
  Score: Raw -63818.207376 + Penalty 2047.755383 = -61770.451993
  nChanged 8
		SP:Iteration 9Q (68244.180000 sec): 3 clusters
  Score: Raw -63859.265781 + Penalty 2047.755383 = -61811.510398
  nChanged 11
		SP:Iteration 10Q (68244.350000 sec): 3 clusters
  Score: Raw -63887.904487 + Penalty 2047.755383 = -61840.149104
  nChanged 10
		SP:Iteration 11Q (68244.530000 sec): 3 clusters
  Score: Raw -63945.531719 + Penalty 2047.755383 = -61897.776336
  nChanged 6
		SP:Iteration 12Q (68244.700000 sec): 3 clusters
  Score: Raw -63983.196374 + Penalty 2047.755383 = -61935.440990
  nChanged 5
		SP:Iteration 13Q (68244.880000 sec): 3 clusters
  Score: Raw -63997.390444 + Penalty 2047.755383 = -61949.635061
  nChanged 4
		SP:Iteration 14Q (68245.060000 sec): 3 clusters
  Score: Raw -64008.827410 + Penalty 2047.755383 = -61961.072027
  nChanged 4
		SP:Iteration 15Q (68245.230000 sec): 3 clusters
  Score: Raw -64018.129229 + Penalty 2047.755383 = -61970.373846
  nChanged 4
		SP:Iteration 16Q (68245.410000 sec): 3 clusters
  Score: Raw -64023.981750 + Penalty 2047.755383 = -61976.226367
  nChanged 1
		SP:Iteration 17Q (68245.580000 sec): 3 clusters
  Score: Raw -64026.640303 + Penalty 2047.755383 = -61978.884920
  nChanged 0
		SP:Iteration 18F (68245.760000 sec): 3 clusters
  Score: Raw -64026.640303 + Penalty 2047.755383 = -61978.884920
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 25 (5275 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (68245.880000 sec): 2 clusters
  Score: Raw -651791.995269 + Penalty 1392.744268 = -650399.251001
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (68246.050000 sec): 3 clusters
  Score: Raw -649114.385357 + Penalty 2785.488536 = -646328.896820
  nChanged 2159
		SP:Iteration 1F (68246.230000 sec): 3 clusters
  Score: Raw -650322.472361 + Penalty 2785.488536 = -647536.983825
  nChanged 412
		SP:Iteration 2F (68246.400000 sec): 3 clusters
  Score: Raw -650557.340557 + Penalty 2785.488536 = -647771.852020
  nChanged 306
		SP:Iteration 3F (68246.570000 sec): 3 clusters
  Score: Raw -650711.986836 + Penalty 2785.488536 = -647926.498299
  nChanged 236
		SP:Iteration 4Q (68246.740000 sec): 3 clusters
  Score: Raw -650824.153132 + Penalty 2785.488536 = -648038.664595
  nChanged 180
		SP:Iteration 5Q (68246.920000 sec): 3 clusters
  Score: Raw -650908.166793 + Penalty 2785.488536 = -648122.678257
  nChanged 160
		SP:Iteration 6Q (68247.090000 sec): 3 clusters
  Score: Raw -650991.103415 + Penalty 2785.488536 = -648205.614878
  nChanged 160
		SP:Iteration 7Q (68247.260000 sec): 3 clusters
  Score: Raw -651076.931162 + Penalty 2785.488536 = -648291.442625
  nChanged 153
		SP:Iteration 8Q (68247.440000 sec): 3 clusters
  Score: Raw -651158.056364 + Penalty 2785.488536 = -648372.567828
  nChanged 151
		SP:Iteration 9Q (68247.610000 sec): 3 clusters
  Score: Raw -651232.714604 + Penalty 2785.488536 = -648447.226067
  nChanged 123
		SP:Iteration 10Q (68247.780000 sec): 3 clusters
  Score: Raw -651293.466929 + Penalty 2785.488536 = -648507.978393
  nChanged 145
		SP:Iteration 11Q (68247.960000 sec): 3 clusters
  Score: Raw -651362.723382 + Penalty 2785.488536 = -648577.234846
  nChanged 136
		SP:Iteration 12Q (68248.180000 sec): 3 clusters
  Score: Raw -651444.117087 + Penalty 2785.488536 = -648658.628551
  nChanged 133
		SP:Iteration 13Q (68248.320000 sec): 3 clusters
  Score: Raw -651523.072197 + Penalty 2785.488536 = -648737.583660
  nChanged 145
		SP:Iteration 14Q (68248.490000 sec): 3 clusters
  Score: Raw -651617.539610 + Penalty 2785.488536 = -648832.051073
  nChanged 133
		SP:Iteration 15Q (68248.660000 sec): 3 clusters
  Score: Raw -651730.927899 + Penalty 2785.488536 = -648945.439363
  nChanged 131
		SP:Iteration 16Q (68248.840000 sec): 3 clusters
  Score: Raw -651858.227547 + Penalty 2785.488536 = -649072.739011
  nChanged 127
		SP:Iteration 17Q (68249.010000 sec): 3 clusters
  Score: Raw -651982.315774 + Penalty 2785.488536 = -649196.827237
  nChanged 104
		SP:Iteration 18Q (68249.180000 sec): 3 clusters
  Score: Raw -652086.525031 + Penalty 2785.488536 = -649301.036495
  nChanged 78
		SP:Iteration 19Q (68249.360000 sec): 3 clusters
  Score: Raw -652127.336129 + Penalty 2785.488536 = -649341.847593
  nChanged 55
		SP:Iteration 20F (68249.530000 sec): 3 clusters
  Score: Raw -652153.574392 + Penalty 2785.488536 = -649368.085856
  nChanged 44
		SP:Iteration 21Q (68249.700000 sec): 3 clusters
  Score: Raw -652169.500025 + Penalty 2785.488536 = -649384.011489
  nChanged 30
		SP:Iteration 22Q (68249.880000 sec): 3 clusters
  Score: Raw -652179.791878 + Penalty 2785.488536 = -649394.303341
  nChanged 26
		SP:Iteration 23Q (68250.050000 sec): 3 clusters
  Score: Raw -652187.380488 + Penalty 2785.488536 = -649401.891952
  nChanged 20
		SP:Iteration 24Q (68250.220000 sec): 3 clusters
  Score: Raw -652193.421269 + Penalty 2785.488536 = -649407.932733
  nChanged 21
		SP:Iteration 25Q (68250.400000 sec): 3 clusters
  Score: Raw -652200.633826 + Penalty 2785.488536 = -649415.145290
  nChanged 22
		SP:Iteration 26Q (68250.570000 sec): 3 clusters
  Score: Raw -652208.784001 + Penalty 2785.488536 = -649423.295465
  nChanged 20
		SP:Iteration 27Q (68250.750000 sec): 3 clusters
  Score: Raw -652215.541573 + Penalty 2785.488536 = -649430.053037
  nChanged 16
		SP:Iteration 28Q (68250.920000 sec): 3 clusters
  Score: Raw -652223.753393 + Penalty 2785.488536 = -649438.264856
  nChanged 17
		SP:Iteration 29Q (68251.090000 sec): 3 clusters
  Score: Raw -652228.157785 + Penalty 2785.488536 = -649442.669249
  nChanged 14
		SP:Iteration 30Q (68251.270000 sec): 3 clusters
  Score: Raw -652231.990810 + Penalty 2785.488536 = -649446.502274
  nChanged 15
		SP:Iteration 31Q (68251.440000 sec): 3 clusters
  Score: Raw -652235.885182 + Penalty 2785.488536 = -649450.396646
  nChanged 13
		SP:Iteration 32Q (68251.610000 sec): 3 clusters
  Score: Raw -652239.133762 + Penalty 2785.488536 = -649453.645225
  nChanged 11
		SP:Iteration 33Q (68251.790000 sec): 3 clusters
  Score: Raw -652241.328461 + Penalty 2785.488536 = -649455.839924
  nChanged 7
		SP:Iteration 34Q (68251.960000 sec): 3 clusters
  Score: Raw -652242.603265 + Penalty 2785.488536 = -649457.114728
  nChanged 4
		SP:Iteration 35Q (68252.140000 sec): 3 clusters
  Score: Raw -652243.743460 + Penalty 2785.488536 = -649458.254923
  nChanged 4
		SP:Iteration 36Q (68252.310000 sec): 3 clusters
  Score: Raw -652244.670518 + Penalty 2785.488536 = -649459.181981
  nChanged 0
		SP:Iteration 37F (68252.480000 sec): 3 clusters
  Score: Raw -652244.670518 + Penalty 2785.488536 = -649459.181981
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 26 (4192 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (68252.570000 sec): 2 clusters
  Score: Raw -473709.279095 + Penalty 1355.401649 = -472353.877446
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (68252.750000 sec): 3 clusters
  Score: Raw -471582.822049 + Penalty 2710.803298 = -468872.018750
  nChanged 1699
		SP:Iteration 1F (68252.920000 sec): 3 clusters
  Score: Raw -472613.810120 + Penalty 2710.803298 = -469903.006821
  nChanged 331
		SP:Iteration 2F (68253.100000 sec): 3 clusters
  Score: Raw -472849.832172 + Penalty 2710.803298 = -470139.028874
  nChanged 282
		SP:Iteration 3F (68253.280000 sec): 3 clusters
  Score: Raw -473078.627205 + Penalty 2710.803298 = -470367.823906
  nChanged 205
		SP:Iteration 4Q (68253.450000 sec): 3 clusters
  Score: Raw -473289.527072 + Penalty 2710.803298 = -470578.723774
  nChanged 227
		SP:Iteration 5F (68253.630000 sec): 3 clusters
  Score: Raw -473531.792357 + Penalty 2710.803298 = -470820.989059
  nChanged 227
		SP:Iteration 6F (68253.800000 sec): 3 clusters
  Score: Raw -473743.369593 + Penalty 2710.803298 = -471032.566295
  nChanged 212
		SP:Iteration 7F (68253.980000 sec): 3 clusters
  Score: Raw -473949.735308 + Penalty 2710.803298 = -471238.932010
  nChanged 224
		SP:Iteration 8F (68254.160000 sec): 3 clusters
  Score: Raw -474175.801061 + Penalty 2710.803298 = -471464.997762
  nChanged 197
		SP:Iteration 9Q (68254.330000 sec): 3 clusters
  Score: Raw -474374.164823 + Penalty 2710.803298 = -471663.361524
  nChanged 160
		SP:Iteration 10Q (68254.510000 sec): 3 clusters
  Score: Raw -474521.412739 + Penalty 2710.803298 = -471810.609440
  nChanged 109
		SP:Iteration 11Q (68254.680000 sec): 3 clusters
  Score: Raw -474611.683160 + Penalty 2710.803298 = -471900.879862
  nChanged 86
		SP:Iteration 12Q (68254.860000 sec): 3 clusters
  Score: Raw -474686.772027 + Penalty 2710.803298 = -471975.968728
  nChanged 86
		SP:Iteration 13Q (68255.040000 sec): 3 clusters
  Score: Raw -474759.062730 + Penalty 2710.803298 = -472048.259431
  nChanged 57
		SP:Iteration 14Q (68255.210000 sec): 3 clusters
  Score: Raw -474799.818514 + Penalty 2710.803298 = -472089.015216
  nChanged 39
		SP:Iteration 15Q (68255.390000 sec): 3 clusters
  Score: Raw -474821.659076 + Penalty 2710.803298 = -472110.855778
  nChanged 28
		SP:Iteration 16Q (68255.560000 sec): 3 clusters
  Score: Raw -474831.378749 + Penalty 2710.803298 = -472120.575451
  nChanged 17
		SP:Iteration 17Q (68255.740000 sec): 3 clusters
  Score: Raw -474836.410908 + Penalty 2710.803298 = -472125.607609
  nChanged 14
		SP:Iteration 18Q (68255.920000 sec): 3 clusters
  Score: Raw -474843.069276 + Penalty 2710.803298 = -472132.265978
  nChanged 11
		SP:Iteration 19Q (68256.090000 sec): 3 clusters
  Score: Raw -474846.291918 + Penalty 2710.803298 = -472135.488620
  nChanged 8
		SP:Iteration 20F (68256.270000 sec): 3 clusters
  Score: Raw -474849.283017 + Penalty 2710.803298 = -472138.479718
  nChanged 9
		SP:Iteration 21Q (68256.440000 sec): 3 clusters
  Score: Raw -474851.866123 + Penalty 2710.803298 = -472141.062825
  nChanged 5
		SP:Iteration 22Q (68256.620000 sec): 3 clusters
  Score: Raw -474852.919048 + Penalty 2710.803298 = -472142.115749
  nChanged 0
		SP:Iteration 23F (68256.800000 sec): 3 clusters
  Score: Raw -474852.919048 + Penalty 2710.803298 = -472142.115749
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 27 (1241 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (68256.880000 sec): 2 clusters
  Score: Raw -146876.452452 + Penalty 1157.596828 = -145718.855624
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (68257.050000 sec): 3 clusters
  Score: Raw -146414.324231 + Penalty 2315.193655 = -144099.130576
  nChanged 380
		SP:Iteration 1F (68257.230000 sec): 3 clusters
  Score: Raw -146732.989650 + Penalty 2315.193655 = -144417.795995
  nChanged 109
		SP:Iteration 2F (68257.410000 sec): 3 clusters
  Score: Raw -146839.143266 + Penalty 2315.193655 = -144523.949611
  nChanged 49
		SP:Iteration 3Q (68257.580000 sec): 3 clusters
  Score: Raw -146877.169564 + Penalty 2315.193655 = -144561.975908
  nChanged 33
		SP:Iteration 4Q (68257.760000 sec): 3 clusters
  Score: Raw -146911.479653 + Penalty 2315.193655 = -144596.285998
  nChanged 28
		SP:Iteration 5Q (68257.930000 sec): 3 clusters
  Score: Raw -146936.541686 + Penalty 2315.193655 = -144621.348031
  nChanged 26
		SP:Iteration 6Q (68258.110000 sec): 3 clusters
  Score: Raw -146959.754332 + Penalty 2315.193655 = -144644.560677
  nChanged 24
		SP:Iteration 7Q (68258.290000 sec): 3 clusters
  Score: Raw -146979.209743 + Penalty 2315.193655 = -144664.016087
  nChanged 19
		SP:Iteration 8Q (68258.460000 sec): 3 clusters
  Score: Raw -146996.120609 + Penalty 2315.193655 = -144680.926953
  nChanged 9
		SP:Iteration 9Q (68258.640000 sec): 3 clusters
  Score: Raw -147004.864827 + Penalty 2315.193655 = -144689.671172
  nChanged 5
		SP:Iteration 10Q (68258.810000 sec): 3 clusters
  Score: Raw -147008.575280 + Penalty 2315.193655 = -144693.381625
  nChanged 4
		SP:Iteration 11Q (68258.990000 sec): 3 clusters
  Score: Raw -147009.942137 + Penalty 2315.193655 = -144694.748482
  nChanged 2
		SP:Iteration 12Q (68259.170000 sec): 3 clusters
  Score: Raw -147011.440554 + Penalty 2315.193655 = -144696.246899
  nChanged 1
		SP:Iteration 13Q (68259.340000 sec): 3 clusters
  Score: Raw -147011.746453 + Penalty 2315.193655 = -144696.552798
  nChanged 0
		SP:Iteration 14F (68259.520000 sec): 3 clusters
  Score: Raw -147011.746453 + Penalty 2315.193655 = -144696.552798
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 28 (533 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (68259.610000 sec): 2 clusters
  Score: Raw -65486.769550 + Penalty 1020.259731 = -64466.509819
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (68259.780000 sec): 3 clusters
  Score: Raw -65380.139671 + Penalty 2040.519463 = -63339.620208
  nChanged 106
		SP:Iteration 1F (68259.960000 sec): 3 clusters
  Score: Raw -65518.451806 + Penalty 2040.519463 = -63477.932344
  nChanged 34
		SP:Iteration 2F (68260.130000 sec): 3 clusters
  Score: Raw -65558.979120 + Penalty 2040.519463 = -63518.459657
  nChanged 16
		SP:Iteration 3Q (68260.310000 sec): 3 clusters
  Score: Raw -65586.873126 + Penalty 2040.519463 = -63546.353663
  nChanged 9
		SP:Iteration 4Q (68260.480000 sec): 3 clusters
  Score: Raw -65597.947913 + Penalty 2040.519463 = -63557.428451
  nChanged 7
		SP:Iteration 5Q (68260.660000 sec): 3 clusters
  Score: Raw -65607.405147 + Penalty 2040.519463 = -63566.885684
  nChanged 5
		SP:Iteration 6Q (68260.830000 sec): 3 clusters
  Score: Raw -65612.362843 + Penalty 2040.519463 = -63571.843380
  nChanged 3
		SP:Iteration 7Q (68261.010000 sec): 3 clusters
  Score: Raw -65617.275268 + Penalty 2040.519463 = -63576.755805
  nChanged 4
		SP:Iteration 8Q (68261.190000 sec): 3 clusters
  Score: Raw -65623.017170 + Penalty 2040.519463 = -63582.497707
  nChanged 3
		SP:Iteration 9Q (68261.350000 sec): 3 clusters
  Score: Raw -65629.906524 + Penalty 2040.519463 = -63589.387061
  nChanged 4
		SP:Iteration 10Q (68261.400000 sec): 3 clusters
  Score: Raw -65636.247511 + Penalty 2040.519463 = -63595.728049
  nChanged 1
		SP:Iteration 11Q (68261.410000 sec): 3 clusters
  Score: Raw -65637.531597 + Penalty 2040.519463 = -63597.012135
  nChanged 0
		SP:Iteration 12F (68261.430000 sec): 3 clusters
  Score: Raw -65637.531597 + Penalty 2040.519463 = -63597.012135
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 29 (245 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (68261.450000 sec): 2 clusters
  Score: Raw -26531.062873 + Penalty 893.954459 = -25637.108414
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (68261.460000 sec): 3 clusters
  Score: Raw -26642.777647 + Penalty 1787.908918 = -24854.868728
  nChanged 38
		SP:Iteration 1F (68261.470000 sec): 3 clusters
  Score: Raw -26790.836252 + Penalty 1787.908918 = -25002.927333
  nChanged 19
		SP:Iteration 2F (68261.480000 sec): 3 clusters
  Score: Raw -26886.427353 + Penalty 1787.908918 = -25098.518434
  nChanged 10
		SP:Iteration 3Q (68261.490000 sec): 3 clusters
  Score: Raw -26951.358917 + Penalty 1787.908918 = -25163.449998
  nChanged 8
		SP:Iteration 4Q (68261.490000 sec): 3 clusters
  Score: Raw -27037.724414 + Penalty 1787.908918 = -25249.815495
  nChanged 3
		SP:Iteration 5Q (68261.500000 sec): 3 clusters
  Score: Raw -27118.098080 + Penalty 1787.908918 = -25330.189161
  nChanged 6
		SP:Iteration 6Q (68261.510000 sec): 3 clusters
  Score: Raw -27137.513931 + Penalty 1787.908918 = -25349.605012
  nChanged 3
		SP:Iteration 7Q (68261.520000 sec): 3 clusters
  Score: Raw -27148.518543 + Penalty 1787.908918 = -25360.609624
  nChanged 1
		SP:Iteration 8Q (68261.530000 sec): 3 clusters
  Score: Raw -27154.080495 + Penalty 1787.908918 = -25366.171576
  nChanged 2
		SP:Iteration 9Q (68261.530000 sec): 3 clusters
  Score: Raw -27164.340605 + Penalty 1787.908918 = -25376.431686
  nChanged 1
		SP:Iteration 10Q (68261.540000 sec): 3 clusters
  Score: Raw -27168.060568 + Penalty 1787.908918 = -25380.151650
  nChanged 2
		SP:Iteration 11Q (68261.550000 sec): 3 clusters
  Score: Raw -27177.167188 + Penalty 1787.908918 = -25389.258269
  nChanged 1
		SP:Iteration 12Q (68261.550000 sec): 3 clusters
  Score: Raw -27181.677607 + Penalty 1787.908918 = -25393.768688
  nChanged 0
		SP:Iteration 13F (68261.560000 sec): 3 clusters
  Score: Raw -27181.677607 + Penalty 1787.908918 = -25393.768688
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 30 (2015 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (68261.620000 sec): 2 clusters
  Score: Raw -238352.750534 + Penalty 1236.360852 = -237116.389682
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (68261.660000 sec): 3 clusters
  Score: Raw -237529.414021 + Penalty 2472.721704 = -235056.692317
  nChanged 664
		SP:Iteration 1F (68261.810000 sec): 3 clusters
  Score: Raw -238003.424928 + Penalty 2472.721704 = -235530.703223
  nChanged 154
		SP:Iteration 2F (68261.990000 sec): 3 clusters
  Score: Raw -238132.299011 + Penalty 2472.721704 = -235659.577307
  nChanged 86
		SP:Iteration 3Q (68262.160000 sec): 3 clusters
  Score: Raw -238197.311879 + Penalty 2472.721704 = -235724.590175
  nChanged 59
		SP:Iteration 4Q (68262.340000 sec): 3 clusters
  Score: Raw -238230.482540 + Penalty 2472.721704 = -235757.760835
  nChanged 32
		SP:Iteration 5Q (68262.510000 sec): 3 clusters
  Score: Raw -238252.372058 + Penalty 2472.721704 = -235779.650354
  nChanged 37
		SP:Iteration 6Q (68262.650000 sec): 3 clusters
  Score: Raw -238272.550083 + Penalty 2472.721704 = -235799.828379
  nChanged 31
		SP:Iteration 7Q (68262.820000 sec): 3 clusters
  Score: Raw -238296.249231 + Penalty 2472.721704 = -235823.527527
  nChanged 36
		SP:Iteration 8Q (68263.000000 sec): 3 clusters
  Score: Raw -238318.415385 + Penalty 2472.721704 = -235845.693681
  nChanged 22
		SP:Iteration 9Q (68263.170000 sec): 3 clusters
  Score: Raw -238334.143497 + Penalty 2472.721704 = -235861.421793
  nChanged 24
		SP:Iteration 10Q (68263.350000 sec): 3 clusters
  Score: Raw -238348.270651 + Penalty 2472.721704 = -235875.548947
  nChanged 23
		SP:Iteration 11Q (68263.530000 sec): 3 clusters
  Score: Raw -238365.275175 + Penalty 2472.721704 = -235892.553470
  nChanged 32
		SP:Iteration 12Q (68263.700000 sec): 3 clusters
  Score: Raw -238382.851232 + Penalty 2472.721704 = -235910.129528
  nChanged 22
		SP:Iteration 13Q (68263.880000 sec): 3 clusters
  Score: Raw -238392.858123 + Penalty 2472.721704 = -235920.136419
  nChanged 13
		SP:Iteration 14Q (68264.050000 sec): 3 clusters
  Score: Raw -238398.764217 + Penalty 2472.721704 = -235926.042512
  nChanged 11
		SP:Iteration 15Q (68264.230000 sec): 3 clusters
  Score: Raw -238402.617546 + Penalty 2472.721704 = -235929.895842
  nChanged 4
		SP:Iteration 16Q (68264.410000 sec): 3 clusters
  Score: Raw -238404.500300 + Penalty 2472.721704 = -235931.778596
  nChanged 7
		SP:Iteration 17Q (68264.580000 sec): 3 clusters
  Score: Raw -238408.907271 + Penalty 2472.721704 = -235936.185567
  nChanged 6
		SP:Iteration 18Q (68264.760000 sec): 3 clusters
  Score: Raw -238411.368905 + Penalty 2472.721704 = -235938.647201
  nChanged 2
		SP:Iteration 19Q (68264.930000 sec): 3 clusters
  Score: Raw -238412.473808 + Penalty 2472.721704 = -235939.752104
  nChanged 2
		SP:Iteration 20F (68265.110000 sec): 3 clusters
  Score: Raw -238413.740673 + Penalty 2472.721704 = -235941.018969
  nChanged 7
		SP:Iteration 21Q (68265.290000 sec): 3 clusters
  Score: Raw -238418.672699 + Penalty 2472.721704 = -235945.950995
  nChanged 7
		SP:Iteration 22Q (68265.460000 sec): 3 clusters
  Score: Raw -238423.471535 + Penalty 2472.721704 = -235950.749831
  nChanged 4
		SP:Iteration 23Q (68265.630000 sec): 3 clusters
  Score: Raw -238425.727223 + Penalty 2472.721704 = -235953.005518
  nChanged 4
		SP:Iteration 24Q (68265.810000 sec): 3 clusters
  Score: Raw -238427.572844 + Penalty 2472.721704 = -235954.851139
  nChanged 4
		SP:Iteration 25Q (68265.990000 sec): 3 clusters
  Score: Raw -238429.498948 + Penalty 2472.721704 = -235956.777244
  nChanged 2
		SP:Iteration 26Q (68266.160000 sec): 3 clusters
  Score: Raw -238429.938725 + Penalty 2472.721704 = -235957.217021
  nChanged 0
		SP:Iteration 27F (68266.340000 sec): 3 clusters
  Score: Raw -238429.938725 + Penalty 2472.721704 = -235957.217021
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 31 (5239 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (68266.430000 sec): 2 clusters
  Score: Raw -701857.845295 + Penalty 1391.631462 = -700466.213834
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (68266.600000 sec): 3 clusters
  Score: Raw -699176.308085 + Penalty 2783.262924 = -696393.045162
  nChanged 2109
		SP:Iteration 1F (68266.770000 sec): 3 clusters
  Score: Raw -700314.930060 + Penalty 2783.262924 = -697531.667136
  nChanged 380
		SP:Iteration 2F (68266.950000 sec): 3 clusters
  Score: Raw -700522.957433 + Penalty 2783.262924 = -697739.694509
  nChanged 309
		SP:Iteration 3F (68267.120000 sec): 3 clusters
  Score: Raw -700709.454708 + Penalty 2783.262924 = -697926.191784
  nChanged 299
		SP:Iteration 4F (68267.290000 sec): 3 clusters
  Score: Raw -700892.110228 + Penalty 2783.262924 = -698108.847305
  nChanged 262
		SP:Iteration 5F (68267.470000 sec): 3 clusters
  Score: Raw -701048.398402 + Penalty 2783.262924 = -698265.135479
  nChanged 233
		SP:Iteration 6Q (68267.640000 sec): 3 clusters
  Score: Raw -701174.734032 + Penalty 2783.262924 = -698391.471108
  nChanged 180
		SP:Iteration 7Q (68267.810000 sec): 3 clusters
  Score: Raw -701273.213527 + Penalty 2783.262924 = -698489.950604
  nChanged 169
		SP:Iteration 8Q (68267.990000 sec): 3 clusters
  Score: Raw -701357.893936 + Penalty 2783.262924 = -698574.631012
  nChanged 130
		SP:Iteration 9Q (68268.160000 sec): 3 clusters
  Score: Raw -701427.281750 + Penalty 2783.262924 = -698644.018826
  nChanged 127
		SP:Iteration 10Q (68268.330000 sec): 3 clusters
  Score: Raw -701485.132655 + Penalty 2783.262924 = -698701.869731
  nChanged 101
		SP:Iteration 11Q (68268.510000 sec): 3 clusters
  Score: Raw -701525.880403 + Penalty 2783.262924 = -698742.617479
  nChanged 89
		SP:Iteration 12Q (68268.730000 sec): 3 clusters
  Score: Raw -701560.361743 + Penalty 2783.262924 = -698777.098819
  nChanged 85
		SP:Iteration 13Q (68268.900000 sec): 3 clusters
  Score: Raw -701598.573784 + Penalty 2783.262924 = -698815.310860
  nChanged 78
		SP:Iteration 14Q (68269.070000 sec): 3 clusters
  Score: Raw -701628.158516 + Penalty 2783.262924 = -698844.895592
  nChanged 62
		SP:Iteration 15Q (68269.250000 sec): 3 clusters
  Score: Raw -701648.330203 + Penalty 2783.262924 = -698865.067279
  nChanged 57
		SP:Iteration 16Q (68269.420000 sec): 3 clusters
  Score: Raw -701669.884710 + Penalty 2783.262924 = -698886.621786
  nChanged 60
		SP:Iteration 17Q (68269.590000 sec): 3 clusters
  Score: Raw -701691.204455 + Penalty 2783.262924 = -698907.941531
  nChanged 69
		SP:Iteration 18Q (68269.770000 sec): 3 clusters
  Score: Raw -701722.558624 + Penalty 2783.262924 = -698939.295701
  nChanged 80
		SP:Iteration 19Q (68269.930000 sec): 3 clusters
  Score: Raw -701759.337324 + Penalty 2783.262924 = -698976.074400
  nChanged 67
		SP:Iteration 20F (68270.110000 sec): 3 clusters
  Score: Raw -701787.696510 + Penalty 2783.262924 = -699004.433586
  nChanged 60
		SP:Iteration 21Q (68270.280000 sec): 3 clusters
  Score: Raw -701812.222334 + Penalty 2783.262924 = -699028.959410
  nChanged 66
		SP:Iteration 22Q (68270.450000 sec): 3 clusters
  Score: Raw -701836.377502 + Penalty 2783.262924 = -699053.114578
  nChanged 63
		SP:Iteration 23Q (68270.630000 sec): 3 clusters
  Score: Raw -701858.674547 + Penalty 2783.262924 = -699075.411623
  nChanged 59
		SP:Iteration 24Q (68270.850000 sec): 3 clusters
  Score: Raw -701881.708388 + Penalty 2783.262924 = -699098.445464
  nChanged 72
		SP:Iteration 25Q (68270.980000 sec): 3 clusters
  Score: Raw -701914.889481 + Penalty 2783.262924 = -699131.626557
  nChanged 68
		SP:Iteration 26Q (68271.160000 sec): 3 clusters
  Score: Raw -701940.026787 + Penalty 2783.262924 = -699156.763863
  nChanged 63
		SP:Iteration 27Q (68271.330000 sec): 3 clusters
  Score: Raw -701962.479646 + Penalty 2783.262924 = -699179.216722
  nChanged 68
		SP:Iteration 28Q (68271.510000 sec): 3 clusters
  Score: Raw -701987.037684 + Penalty 2783.262924 = -699203.774760
  nChanged 72
		SP:Iteration 29Q (68271.680000 sec): 3 clusters
  Score: Raw -702018.147705 + Penalty 2783.262924 = -699234.884781
  nChanged 81
		SP:Iteration 30Q (68271.850000 sec): 3 clusters
  Score: Raw -702052.329157 + Penalty 2783.262924 = -699269.066233
  nChanged 64
		SP:Iteration 31Q (68272.030000 sec): 3 clusters
  Score: Raw -702077.081878 + Penalty 2783.262924 = -699293.818955
  nChanged 68
		SP:Iteration 32Q (68272.200000 sec): 3 clusters
  Score: Raw -702106.558054 + Penalty 2783.262924 = -699323.295130
  nChanged 61
		SP:Iteration 33Q (68272.370000 sec): 3 clusters
  Score: Raw -702136.123874 + Penalty 2783.262924 = -699352.860950
  nChanged 79
		SP:Iteration 34Q (68272.550000 sec): 3 clusters
  Score: Raw -702183.659673 + Penalty 2783.262924 = -699400.396750
  nChanged 84
		SP:Iteration 35Q (68272.770000 sec): 3 clusters
  Score: Raw -702235.593242 + Penalty 2783.262924 = -699452.330318
  nChanged 79
		SP:Iteration 36Q (68272.910000 sec): 3 clusters
  Score: Raw -702287.349014 + Penalty 2783.262924 = -699504.086090
  nChanged 84
		SP:Iteration 37Q (68273.090000 sec): 3 clusters
  Score: Raw -702339.288437 + Penalty 2783.262924 = -699556.025513
  nChanged 72
		SP:Iteration 38Q (68273.260000 sec): 3 clusters
  Score: Raw -702382.777440 + Penalty 2783.262924 = -699599.514516
  nChanged 68
		SP:Iteration 39Q (68273.430000 sec): 3 clusters
  Score: Raw -702422.300353 + Penalty 2783.262924 = -699639.037429
  nChanged 66
		SP:Iteration 40F (68273.610000 sec): 3 clusters
  Score: Raw -702454.033314 + Penalty 2783.262924 = -699670.770390
  nChanged 57
		SP:Iteration 41Q (68273.780000 sec): 3 clusters
  Score: Raw -702484.157644 + Penalty 2783.262924 = -699700.894720
  nChanged 45
		SP:Iteration 42Q (68273.950000 sec): 3 clusters
  Score: Raw -702504.730674 + Penalty 2783.262924 = -699721.467750
  nChanged 36
		SP:Iteration 43Q (68274.130000 sec): 3 clusters
  Score: Raw -702521.631030 + Penalty 2783.262924 = -699738.368106
  nChanged 32
		SP:Iteration 44Q (68274.300000 sec): 3 clusters
  Score: Raw -702536.598870 + Penalty 2783.262924 = -699753.335947
  nChanged 24
		SP:Iteration 45Q (68274.480000 sec): 3 clusters
  Score: Raw -702548.414603 + Penalty 2783.262924 = -699765.151679
  nChanged 24
		SP:Iteration 46Q (68274.650000 sec): 3 clusters
  Score: Raw -702560.355196 + Penalty 2783.262924 = -699777.092273
  nChanged 27
		SP:Iteration 47Q (68274.820000 sec): 3 clusters
  Score: Raw -702576.646315 + Penalty 2783.262924 = -699793.383392
  nChanged 29
		SP:Iteration 48Q (68275.000000 sec): 3 clusters
  Score: Raw -702590.720503 + Penalty 2783.262924 = -699807.457580
  nChanged 27
		SP:Iteration 49Q (68275.170000 sec): 3 clusters
  Score: Raw -702604.207886 + Penalty 2783.262924 = -699820.944962
  nChanged 20
		SP:Iteration 50Q (68275.350000 sec): 3 clusters
  Score: Raw -702617.228587 + Penalty 2783.262924 = -699833.965663
  nChanged 28
		SP:Iteration 51Q (68275.520000 sec): 3 clusters
  Score: Raw -702634.055482 + Penalty 2783.262924 = -699850.792558
  nChanged 22
		SP:Iteration 52Q (68275.690000 sec): 3 clusters
  Score: Raw -702654.793261 + Penalty 2783.262924 = -699871.530338
  nChanged 32
		SP:Iteration 53Q (68275.870000 sec): 3 clusters
  Score: Raw -702678.214682 + Penalty 2783.262924 = -699894.951758
  nChanged 35
		SP:Iteration 54Q (68276.040000 sec): 3 clusters
  Score: Raw -702699.586673 + Penalty 2783.262924 = -699916.323749
  nChanged 32
		SP:Iteration 55Q (68276.210000 sec): 3 clusters
  Score: Raw -702732.767149 + Penalty 2783.262924 = -699949.504225
  nChanged 32
		SP:Iteration 56Q (68276.390000 sec): 3 clusters
  Score: Raw -702752.869954 + Penalty 2783.262924 = -699969.607030
  nChanged 26
		SP:Iteration 57Q (68276.560000 sec): 3 clusters
  Score: Raw -702768.901517 + Penalty 2783.262924 = -699985.638593
  nChanged 24
		SP:Iteration 58Q (68276.730000 sec): 3 clusters
  Score: Raw -702788.141762 + Penalty 2783.262924 = -700004.878838
  nChanged 18
		SP:Iteration 59Q (68276.910000 sec): 3 clusters
  Score: Raw -702804.526142 + Penalty 2783.262924 = -700021.263218
  nChanged 17
		SP:Iteration 60F (68277.080000 sec): 3 clusters
  Score: Raw -702817.105517 + Penalty 2783.262924 = -700033.842593
  nChanged 16
		SP:Iteration 61Q (68277.250000 sec): 3 clusters
  Score: Raw -702824.943112 + Penalty 2783.262924 = -700041.680188
  nChanged 16
		SP:Iteration 62Q (68277.430000 sec): 3 clusters
  Score: Raw -702831.409068 + Penalty 2783.262924 = -700048.146144
  nChanged 8
		SP:Iteration 63Q (68277.600000 sec): 3 clusters
  Score: Raw -702836.476533 + Penalty 2783.262924 = -700053.213609
  nChanged 8
		SP:Iteration 64Q (68277.770000 sec): 3 clusters
  Score: Raw -702840.075943 + Penalty 2783.262924 = -700056.813019
  nChanged 6
		SP:Iteration 65Q (68277.950000 sec): 3 clusters
  Score: Raw -702843.088611 + Penalty 2783.262924 = -700059.825687
  nChanged 1
		SP:Iteration 66Q (68278.120000 sec): 3 clusters
  Score: Raw -702843.503679 + Penalty 2783.262924 = -700060.240755
  nChanged 1
		SP:Iteration 67Q (68278.300000 sec): 3 clusters
  Score: Raw -702843.634571 + Penalty 2783.262924 = -700060.371647
  nChanged 0
		SP:Iteration 68F (68278.470000 sec): 3 clusters
  Score: Raw -702843.634571 + Penalty 2783.262924 = -700060.371647
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 32 (205 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (68278.550000 sec): 2 clusters
  Score: Raw -23116.437798 + Penalty 864.989122 = -22251.448676
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (68278.730000 sec): 3 clusters
  Score: Raw -23212.820640 + Penalty 1729.978243 = -21482.842397
  nChanged 33
		SP:Iteration 1F (68278.910000 sec): 3 clusters
  Score: Raw -23308.831419 + Penalty 1729.978243 = -21578.853176
  nChanged 7
		SP:Iteration 2Q (68279.050000 sec): 3 clusters
  Score: Raw -23339.091806 + Penalty 1729.978243 = -21609.113563
  nChanged 1
		SP:Iteration 3Q (68279.260000 sec): 3 clusters
  Score: Raw -23342.621283 + Penalty 1729.978243 = -21612.643040
  nChanged 0
		SP:Iteration 4F (68279.430000 sec): 3 clusters
  Score: Raw -23342.621283 + Penalty 1729.978243 = -21612.643040
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 33 (331 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (68279.520000 sec): 2 clusters
  Score: Raw -30299.360363 + Penalty 942.844236 = -29356.516127
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (68279.700000 sec): 3 clusters
  Score: Raw -30360.716928 + Penalty 1885.688472 = -28475.028456
  nChanged 73
		SP:Iteration 1F (68279.870000 sec): 3 clusters
  Score: Raw -30573.173328 + Penalty 1885.688472 = -28687.484856
  nChanged 38
		SP:Iteration 2F (68280.050000 sec): 3 clusters
  Score: Raw -30697.928933 + Penalty 1885.688472 = -28812.240461
  nChanged 16
		SP:Iteration 3Q (68280.230000 sec): 3 clusters
  Score: Raw -30765.310706 + Penalty 1885.688472 = -28879.622234
  nChanged 15
		SP:Iteration 4Q (68280.400000 sec): 3 clusters
  Score: Raw -30900.968294 + Penalty 1885.688472 = -29015.279822
  nChanged 9
		SP:Iteration 5Q (68280.580000 sec): 3 clusters
  Score: Raw -31087.932637 + Penalty 1885.688472 = -29202.244165
  nChanged 8
		SP:Iteration 6Q (68280.750000 sec): 3 clusters
  Score: Raw -31104.418562 + Penalty 1885.688472 = -29218.730090
  nChanged 1
		SP:Iteration 7Q (68280.930000 sec): 3 clusters
  Score: Raw -31108.277786 + Penalty 1885.688472 = -29222.589314
  nChanged 0
		SP:Iteration 8F (68281.110000 sec): 3 clusters
  Score: Raw -31108.277786 + Penalty 1885.688472 = -29222.589314
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 34 (15047 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (68281.280000 sec): 2 clusters
  Score: Raw -1815622.252305 + Penalty 1563.076761 = -1814059.175544
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (68281.550000 sec): 3 clusters
  Score: Raw -1806751.430597 + Penalty 3126.153522 = -1803625.277074
  nChanged 6713
		SP:Iteration 1F (68281.830000 sec): 3 clusters
  Score: Raw -1810562.002907 + Penalty 3126.153522 = -1807435.849385
  nChanged 894
		SP:Iteration 2F (68282.090000 sec): 3 clusters
  Score: Raw -1810987.810457 + Penalty 3126.153522 = -1807861.656935
  nChanged 877
		SP:Iteration 3F (68282.370000 sec): 3 clusters
  Score: Raw -1811441.341282 + Penalty 3126.153522 = -1808315.187759
  nChanged 903
		SP:Iteration 4F (68282.590000 sec): 3 clusters
  Score: Raw -1811986.645460 + Penalty 3126.153522 = -1808860.491938
  nChanged 959
		SP:Iteration 5F (68282.840000 sec): 3 clusters
  Score: Raw -1812644.109721 + Penalty 3126.153522 = -1809517.956199
  nChanged 951
		SP:Iteration 6F (68283.110000 sec): 3 clusters
  Score: Raw -1813366.483545 + Penalty 3126.153522 = -1810240.330023
  nChanged 878
		SP:Iteration 7F (68283.380000 sec): 3 clusters
  Score: Raw -1814092.556839 + Penalty 3126.153522 = -1810966.403316
  nChanged 690
		SP:Iteration 8Q (68283.650000 sec): 3 clusters
  Score: Raw -1814684.145316 + Penalty 3126.153522 = -1811557.991793
  nChanged 496
		SP:Iteration 9Q (68283.930000 sec): 3 clusters
  Score: Raw -1815130.038768 + Penalty 3126.153522 = -1812003.885246
  nChanged 306
		SP:Iteration 10Q (68284.200000 sec): 3 clusters
  Score: Raw -1815416.828431 + Penalty 3126.153522 = -1812290.674909
  nChanged 148
		SP:Iteration 11Q (68284.470000 sec): 3 clusters
  Score: Raw -1815570.110602 + Penalty 3126.153522 = -1812443.957079
  nChanged 86
		SP:Iteration 12Q (68284.750000 sec): 3 clusters
  Score: Raw -1815669.929937 + Penalty 3126.153522 = -1812543.776415
  nChanged 45
		SP:Iteration 13Q (68285.020000 sec): 3 clusters
  Score: Raw -1815735.918403 + Penalty 3126.153522 = -1812609.764880
  nChanged 29
		SP:Iteration 14Q (68285.330000 sec): 3 clusters
  Score: Raw -1815769.103352 + Penalty 3126.153522 = -1812642.949829
  nChanged 14
		SP:Iteration 15Q (68285.550000 sec): 3 clusters
  Score: Raw -1815783.994035 + Penalty 3126.153522 = -1812657.840512
  nChanged 8
		SP:Iteration 16Q (68285.850000 sec): 3 clusters
  Score: Raw -1815791.401244 + Penalty 3126.153522 = -1812665.247721
  nChanged 2
		SP:Iteration 17Q (68286.120000 sec): 3 clusters
  Score: Raw -1815795.449613 + Penalty 3126.153522 = -1812669.296090
  nChanged 1
		SP:Iteration 18Q (68286.390000 sec): 3 clusters
  Score: Raw -1815796.775000 + Penalty 3126.153522 = -1812670.621478
  nChanged 1
		SP:Iteration 19Q (68286.670000 sec): 3 clusters
  Score: Raw -1815798.170240 + Penalty 3126.153522 = -1812672.016718
  nChanged 3
		SP:Iteration 20F (68286.890000 sec): 3 clusters
  Score: Raw -1815800.541178 + Penalty 3126.153522 = -1812674.387655
  nChanged 2
		SP:Iteration 21Q (68287.180000 sec): 3 clusters
  Score: Raw -1815802.252322 + Penalty 3126.153522 = -1812676.098800
  nChanged 3
		SP:Iteration 22Q (68287.450000 sec): 3 clusters
  Score: Raw -1815805.068356 + Penalty 3126.153522 = -1812678.914833
  nChanged 1
		SP:Iteration 23Q (68287.730000 sec): 3 clusters
  Score: Raw -1815806.396075 + Penalty 3126.153522 = -1812680.242553
  nChanged 0
		SP:Iteration 24F (68288.000000 sec): 3 clusters
  Score: Raw -1815806.396075 + Penalty 3126.153522 = -1812680.242553
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 35 (2139 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (68288.110000 sec): 2 clusters
  Score: Raw -263766.801313 + Penalty 1246.065228 = -262520.736085
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (68288.290000 sec): 3 clusters
  Score: Raw -262786.736140 + Penalty 2492.130455 = -260294.605684
  nChanged 793
		SP:Iteration 1F (68288.450000 sec): 3 clusters
  Score: Raw -263327.311404 + Penalty 2492.130455 = -260835.180948
  nChanged 170
		SP:Iteration 2F (68288.610000 sec): 3 clusters
  Score: Raw -263443.971903 + Penalty 2492.130455 = -260951.841447
  nChanged 93
		SP:Iteration 3Q (68288.770000 sec): 3 clusters
  Score: Raw -263507.136227 + Penalty 2492.130455 = -261015.005771
  nChanged 64
		SP:Iteration 4Q (68288.930000 sec): 3 clusters
  Score: Raw -263548.185018 + Penalty 2492.130455 = -261056.054563
  nChanged 63
		SP:Iteration 5Q (68289.070000 sec): 3 clusters
  Score: Raw -263588.383567 + Penalty 2492.130455 = -261096.253111
  nChanged 52
		SP:Iteration 6Q (68289.230000 sec): 3 clusters
  Score: Raw -263620.077435 + Penalty 2492.130455 = -261127.946980
  nChanged 40
		SP:Iteration 7Q (68289.410000 sec): 3 clusters
  Score: Raw -263646.411002 + Penalty 2492.130455 = -261154.280547
  nChanged 38
		SP:Iteration 8Q (68289.580000 sec): 3 clusters
  Score: Raw -263672.294752 + Penalty 2492.130455 = -261180.164297
  nChanged 34
		SP:Iteration 9Q (68289.760000 sec): 3 clusters
  Score: Raw -263696.751158 + Penalty 2492.130455 = -261204.620702
  nChanged 38
		SP:Iteration 10Q (68289.940000 sec): 3 clusters
  Score: Raw -263720.505842 + Penalty 2492.130455 = -261228.375387
  nChanged 38
		SP:Iteration 11Q (68290.110000 sec): 3 clusters
  Score: Raw -263744.732822 + Penalty 2492.130455 = -261252.602367
  nChanged 29
		SP:Iteration 12Q (68290.150000 sec): 3 clusters
  Score: Raw -263757.476712 + Penalty 2492.130455 = -261265.346256
  nChanged 15
		SP:Iteration 13Q (68290.190000 sec): 3 clusters
  Score: Raw -263768.024708 + Penalty 2492.130455 = -261275.894252
  nChanged 24
		SP:Iteration 14Q (68290.230000 sec): 3 clusters
  Score: Raw -263783.240269 + Penalty 2492.130455 = -261291.109813
  nChanged 20
		SP:Iteration 15Q (68290.270000 sec): 3 clusters
  Score: Raw -263793.778138 + Penalty 2492.130455 = -261301.647683
  nChanged 14
		SP:Iteration 16Q (68290.310000 sec): 3 clusters
  Score: Raw -263801.549940 + Penalty 2492.130455 = -261309.419484
  nChanged 5
		SP:Iteration 17Q (68290.350000 sec): 3 clusters
  Score: Raw -263803.220194 + Penalty 2492.130455 = -261311.089738
  nChanged 2
		SP:Iteration 18Q (68290.390000 sec): 3 clusters
  Score: Raw -263804.935921 + Penalty 2492.130455 = -261312.805466
  nChanged 4
		SP:Iteration 19Q (68290.430000 sec): 3 clusters
  Score: Raw -263806.272633 + Penalty 2492.130455 = -261314.142178
  nChanged 5
		SP:Iteration 20F (68290.520000 sec): 3 clusters
  Score: Raw -263808.391416 + Penalty 2492.130455 = -261316.260961
  nChanged 2
		SP:Iteration 21Q (68290.690000 sec): 3 clusters
  Score: Raw -263809.288508 + Penalty 2492.130455 = -261317.158053
  nChanged 2
		SP:Iteration 22Q (68290.730000 sec): 3 clusters
  Score: Raw -263810.183922 + Penalty 2492.130455 = -261318.053467
  nChanged 2
		SP:Iteration 23Q (68290.770000 sec): 3 clusters
  Score: Raw -263810.721604 + Penalty 2492.130455 = -261318.591149
  nChanged 1
		SP:Iteration 24Q (68290.810000 sec): 3 clusters
  Score: Raw -263810.997453 + Penalty 2492.130455 = -261318.866998
  nChanged 0
		SP:Iteration 25F (68290.850000 sec): 3 clusters
  Score: Raw -263810.997453 + Penalty 2492.130455 = -261318.866998
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 36 (344 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (68290.890000 sec): 2 clusters
  Score: Raw -24447.258203 + Penalty 949.104269 = -23498.153934
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (68290.900000 sec): 3 clusters
  Score: Raw -24549.527415 + Penalty 1898.208539 = -22651.318876
  nChanged 72
		SP:Iteration 1F (68290.900000 sec): 3 clusters
  Score: Raw -24772.649842 + Penalty 1898.208539 = -22874.441304
  nChanged 22
		SP:Iteration 2F (68290.910000 sec): 3 clusters
  Score: Raw -24851.197701 + Penalty 1898.208539 = -22952.989163
  nChanged 12
		SP:Iteration 3Q (68290.920000 sec): 3 clusters
  Score: Raw -24886.165928 + Penalty 1898.208539 = -22987.957389
  nChanged 7
		SP:Iteration 4Q (68290.930000 sec): 3 clusters
  Score: Raw -24956.444826 + Penalty 1898.208539 = -23058.236288
  nChanged 7
		SP:Iteration 5Q (68290.930000 sec): 3 clusters
  Score: Raw -24994.903694 + Penalty 1898.208539 = -23096.695156
  nChanged 6
		SP:Iteration 6Q (68290.940000 sec): 3 clusters
  Score: Raw -25018.408388 + Penalty 1898.208539 = -23120.199850
  nChanged 5
		SP:Iteration 7Q (68290.950000 sec): 3 clusters
  Score: Raw -25026.071321 + Penalty 1898.208539 = -23127.862783
  nChanged 3
		SP:Iteration 8Q (68290.960000 sec): 3 clusters
  Score: Raw -25032.329101 + Penalty 1898.208539 = -23134.120563
  nChanged 0
		SP:Iteration 9F (68290.960000 sec): 3 clusters
  Score: Raw -25032.329101 + Penalty 1898.208539 = -23134.120563
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 37 (371 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (68290.990000 sec): 2 clusters
  Score: Raw -33849.153831 + Penalty 961.382835 = -32887.770995
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (68291.010000 sec): 3 clusters
  Score: Raw -33851.145447 + Penalty 1922.765670 = -31928.379776
  nChanged 87
		SP:Iteration 1F (68291.020000 sec): 3 clusters
  Score: Raw -34049.529185 + Penalty 1922.765670 = -32126.763514
  nChanged 25
		SP:Iteration 2F (68291.020000 sec): 3 clusters
  Score: Raw -34142.808161 + Penalty 1922.765670 = -32220.042491
  nChanged 15
		SP:Iteration 3Q (68291.030000 sec): 3 clusters
  Score: Raw -34175.043317 + Penalty 1922.765670 = -32252.277647
  nChanged 6
		SP:Iteration 4Q (68291.040000 sec): 3 clusters
  Score: Raw -34202.548804 + Penalty 1922.765670 = -32279.783133
  nChanged 6
		SP:Iteration 5Q (68291.050000 sec): 3 clusters
  Score: Raw -34232.081521 + Penalty 1922.765670 = -32309.315851
  nChanged 2
		SP:Iteration 6Q (68291.060000 sec): 3 clusters
  Score: Raw -34239.548662 + Penalty 1922.765670 = -32316.782992
  nChanged 1
		SP:Iteration 7Q (68291.060000 sec): 3 clusters
  Score: Raw -34240.435694 + Penalty 1922.765670 = -32317.670024
  nChanged 1
		SP:Iteration 8Q (68291.070000 sec): 3 clusters
  Score: Raw -34241.271633 + Penalty 1922.765670 = -32318.505962
  nChanged 0
		SP:Iteration 9F (68291.080000 sec): 3 clusters
  Score: Raw -34241.271633 + Penalty 1922.765670 = -32318.505962
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 38 (6110 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (68291.200000 sec): 2 clusters
  Score: Raw -740686.462247 + Penalty 1416.623333 = -739269.838914
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (68291.420000 sec): 3 clusters
  Score: Raw -737375.045586 + Penalty 2833.246667 = -734541.798919
  nChanged 2543
		SP:Iteration 1F (68291.590000 sec): 3 clusters
  Score: Raw -738752.697774 + Penalty 2833.246667 = -735919.451107
  nChanged 412
		SP:Iteration 2F (68291.750000 sec): 3 clusters
  Score: Raw -738951.948071 + Penalty 2833.246667 = -736118.701404
  nChanged 303
		SP:Iteration 3Q (68291.920000 sec): 3 clusters
  Score: Raw -739097.081625 + Penalty 2833.246667 = -736263.834958
  nChanged 262
		SP:Iteration 4Q (68292.080000 sec): 3 clusters
  Score: Raw -739211.910786 + Penalty 2833.246667 = -736378.664119
  nChanged 214
		SP:Iteration 5Q (68292.250000 sec): 3 clusters
  Score: Raw -739312.193921 + Penalty 2833.246667 = -736478.947254
  nChanged 223
		SP:Iteration 6Q (68292.420000 sec): 3 clusters
  Score: Raw -739419.165717 + Penalty 2833.246667 = -736585.919050
  nChanged 225
		SP:Iteration 7Q (68292.580000 sec): 3 clusters
  Score: Raw -739528.108296 + Penalty 2833.246667 = -736694.861629
  nChanged 207
		SP:Iteration 8Q (68292.750000 sec): 3 clusters
  Score: Raw -739623.412258 + Penalty 2833.246667 = -736790.165591
  nChanged 208
		SP:Iteration 9Q (68292.920000 sec): 3 clusters
  Score: Raw -739735.150188 + Penalty 2833.246667 = -736901.903521
  nChanged 233
		SP:Iteration 10Q (68293.080000 sec): 3 clusters
  Score: Raw -739865.252180 + Penalty 2833.246667 = -737032.005513
  nChanged 237
		SP:Iteration 11Q (68293.250000 sec): 3 clusters
  Score: Raw -740014.919387 + Penalty 2833.246667 = -737181.672720
  nChanged 213
		SP:Iteration 12Q (68293.420000 sec): 3 clusters
  Score: Raw -740132.008753 + Penalty 2833.246667 = -737298.762086
  nChanged 197
		SP:Iteration 13Q (68293.580000 sec): 3 clusters
  Score: Raw -740230.648449 + Penalty 2833.246667 = -737397.401782
  nChanged 172
		SP:Iteration 14Q (68293.750000 sec): 3 clusters
  Score: Raw -740322.421504 + Penalty 2833.246667 = -737489.174837
  nChanged 166
		SP:Iteration 15Q (68293.940000 sec): 3 clusters
  Score: Raw -740412.166402 + Penalty 2833.246667 = -737578.919735
  nChanged 147
		SP:Iteration 16Q (68294.130000 sec): 3 clusters
  Score: Raw -740493.272646 + Penalty 2833.246667 = -737660.025979
  nChanged 126
		SP:Iteration 17Q (68294.350000 sec): 3 clusters
  Score: Raw -740551.172454 + Penalty 2833.246667 = -737717.925787
  nChanged 105
		SP:Iteration 18Q (68294.530000 sec): 3 clusters
  Score: Raw -740601.457890 + Penalty 2833.246667 = -737768.211223
  nChanged 88
		SP:Iteration 19Q (68294.750000 sec): 3 clusters
  Score: Raw -740645.919710 + Penalty 2833.246667 = -737812.673043
  nChanged 75
		SP:Iteration 20F (68294.880000 sec): 3 clusters
  Score: Raw -740681.713642 + Penalty 2833.246667 = -737848.466975
  nChanged 72
		SP:Iteration 21Q (68295.050000 sec): 3 clusters
  Score: Raw -740720.657263 + Penalty 2833.246667 = -737887.410596
  nChanged 67
		SP:Iteration 22Q (68295.220000 sec): 3 clusters
  Score: Raw -740761.988428 + Penalty 2833.246667 = -737928.741761
  nChanged 64
		SP:Iteration 23Q (68295.380000 sec): 3 clusters
  Score: Raw -740822.350081 + Penalty 2833.246667 = -737989.103414
  nChanged 77
		SP:Iteration 24Q (68295.550000 sec): 3 clusters
  Score: Raw -740913.669434 + Penalty 2833.246667 = -738080.422767
  nChanged 109
		SP:Iteration 25Q (68295.720000 sec): 3 clusters
  Score: Raw -741035.406165 + Penalty 2833.246667 = -738202.159498
  nChanged 109
		SP:Iteration 26Q (68295.880000 sec): 3 clusters
  Score: Raw -741151.534747 + Penalty 2833.246667 = -738318.288080
  nChanged 98
		SP:Iteration 27Q (68296.050000 sec): 3 clusters
  Score: Raw -741285.632824 + Penalty 2833.246667 = -738452.386157
  nChanged 96
		SP:Iteration 28Q (68296.240000 sec): 3 clusters
  Score: Raw -741444.636802 + Penalty 2833.246667 = -738611.390135
  nChanged 90
		SP:Iteration 29Q (68296.430000 sec): 3 clusters
  Score: Raw -741583.819229 + Penalty 2833.246667 = -738750.572562
  nChanged 63
		SP:Iteration 30Q (68296.600000 sec): 3 clusters
  Score: Raw -741647.777293 + Penalty 2833.246667 = -738814.530626
  nChanged 41
		SP:Iteration 31Q (68296.760000 sec): 3 clusters
  Score: Raw -741672.686315 + Penalty 2833.246667 = -738839.439648
  nChanged 18
		SP:Iteration 32Q (68297.000000 sec): 3 clusters
  Score: Raw -741678.882842 + Penalty 2833.246667 = -738845.636175
  nChanged 11
		SP:Iteration 33Q (68297.180000 sec): 3 clusters
  Score: Raw -741683.584925 + Penalty 2833.246667 = -738850.338258
  nChanged 4
		SP:Iteration 34Q (68297.350000 sec): 3 clusters
  Score: Raw -741684.572350 + Penalty 2833.246667 = -738851.325683
  nChanged 6
		SP:Iteration 35Q (68297.510000 sec): 3 clusters
  Score: Raw -741686.309206 + Penalty 2833.246667 = -738853.062540
  nChanged 5
		SP:Iteration 36Q (68297.680000 sec): 3 clusters
  Score: Raw -741687.462496 + Penalty 2833.246667 = -738854.215829
  nChanged 3
		SP:Iteration 37Q (68297.840000 sec): 3 clusters
  Score: Raw -741688.609431 + Penalty 2833.246667 = -738855.362764
  nChanged 2
		SP:Iteration 38Q (68298.030000 sec): 3 clusters
  Score: Raw -741689.287611 + Penalty 2833.246667 = -738856.040944
  nChanged 5
		SP:Iteration 39Q (68298.220000 sec): 3 clusters
  Score: Raw -741690.840242 + Penalty 2833.246667 = -738857.593575
  nChanged 3
		SP:Iteration 40F (68298.380000 sec): 3 clusters
  Score: Raw -741691.820003 + Penalty 2833.246667 = -738858.573336
  nChanged 2
		SP:Iteration 41Q (68298.550000 sec): 3 clusters
  Score: Raw -741692.138377 + Penalty 2833.246667 = -738858.891711
  nChanged 1
		SP:Iteration 42Q (68298.720000 sec): 3 clusters
  Score: Raw -741692.413425 + Penalty 2833.246667 = -738859.166758
  nChanged 0
		SP:Iteration 43F (68298.880000 sec): 3 clusters
  Score: Raw -741692.413425 + Penalty 2833.246667 = -738859.166758
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 39 (1184 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (68298.960000 sec): 2 clusters
  Score: Raw -141603.370238 + Penalty 1149.956245 = -140453.413993
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (68299.140000 sec): 3 clusters
  Score: Raw -141187.098158 + Penalty 2299.912490 = -138887.185668
  nChanged 371
		SP:Iteration 1F (68299.310000 sec): 3 clusters
  Score: Raw -141429.061221 + Penalty 2299.912490 = -139129.148731
  nChanged 89
		SP:Iteration 2F (68299.490000 sec): 3 clusters
  Score: Raw -141513.015442 + Penalty 2299.912490 = -139213.102952
  nChanged 50
		SP:Iteration 3Q (68299.660000 sec): 3 clusters
  Score: Raw -141557.190212 + Penalty 2299.912490 = -139257.277722
  nChanged 33
		SP:Iteration 4Q (68299.820000 sec): 3 clusters
  Score: Raw -141589.477567 + Penalty 2299.912490 = -139289.565077
  nChanged 29
		SP:Iteration 5Q (68299.870000 sec): 3 clusters
  Score: Raw -141627.326571 + Penalty 2299.912490 = -139327.414081
  nChanged 29
		SP:Iteration 6Q (68299.910000 sec): 3 clusters
  Score: Raw -141652.294687 + Penalty 2299.912490 = -139352.382197
  nChanged 25
		SP:Iteration 7Q (68300.060000 sec): 3 clusters
  Score: Raw -141676.747324 + Penalty 2299.912490 = -139376.834834
  nChanged 30
		SP:Iteration 8Q (68300.230000 sec): 3 clusters
  Score: Raw -141709.053340 + Penalty 2299.912490 = -139409.140850
  nChanged 22
		SP:Iteration 9Q (68300.410000 sec): 3 clusters
  Score: Raw -141730.997706 + Penalty 2299.912490 = -139431.085216
  nChanged 10
		SP:Iteration 10Q (68300.560000 sec): 3 clusters
  Score: Raw -141739.411156 + Penalty 2299.912490 = -139439.498666
  nChanged 10
		SP:Iteration 11Q (68300.720000 sec): 3 clusters
  Score: Raw -141746.973774 + Penalty 2299.912490 = -139447.061284
  nChanged 6
		SP:Iteration 12Q (68300.890000 sec): 3 clusters
  Score: Raw -141754.110931 + Penalty 2299.912490 = -139454.198441
  nChanged 2
		SP:Iteration 13Q (68301.070000 sec): 3 clusters
  Score: Raw -141755.052744 + Penalty 2299.912490 = -139455.140254
  nChanged 2
		SP:Iteration 14Q (68301.240000 sec): 3 clusters
  Score: Raw -141756.201538 + Penalty 2299.912490 = -139456.289048
  nChanged 3
		SP:Iteration 15Q (68301.420000 sec): 3 clusters
  Score: Raw -141758.634681 + Penalty 2299.912490 = -139458.722191
  nChanged 2
		SP:Iteration 16Q (68301.600000 sec): 3 clusters
  Score: Raw -141762.797916 + Penalty 2299.912490 = -139462.885426
  nChanged 3
		SP:Iteration 17Q (68301.690000 sec): 3 clusters
  Score: Raw -141765.403190 + Penalty 2299.912490 = -139465.490700
  nChanged 1
		SP:Iteration 18Q (68301.710000 sec): 3 clusters
  Score: Raw -141766.821608 + Penalty 2299.912490 = -139466.909118
  nChanged 3
		SP:Iteration 19Q (68301.740000 sec): 3 clusters
  Score: Raw -141771.095787 + Penalty 2299.912490 = -139471.183297
  nChanged 5
		SP:Iteration 20F (68301.770000 sec): 3 clusters
  Score: Raw -141777.389844 + Penalty 2299.912490 = -139477.477354
  nChanged 2
		SP:Iteration 21Q (68301.800000 sec): 3 clusters
  Score: Raw -141778.697592 + Penalty 2299.912490 = -139478.785102
  nChanged 0
		SP:Iteration 22F (68301.830000 sec): 3 clusters
  Score: Raw -141778.697592 + Penalty 2299.912490 = -139478.785102
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 40 (3208 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (68301.890000 sec): 2 clusters
  Score: Raw -376224.858754 + Penalty 1311.927982 = -374912.930772
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (68301.960000 sec): 3 clusters
  Score: Raw -374694.038932 + Penalty 2623.855965 = -372070.182967
  nChanged 1245
		SP:Iteration 1F (68302.020000 sec): 3 clusters
  Score: Raw -375494.070809 + Penalty 2623.855965 = -372870.214844
  nChanged 240
		SP:Iteration 2F (68302.080000 sec): 3 clusters
  Score: Raw -375644.588485 + Penalty 2623.855965 = -373020.732520
  nChanged 161
		SP:Iteration 3F (68302.140000 sec): 3 clusters
  Score: Raw -375727.606318 + Penalty 2623.855965 = -373103.750353
  nChanged 103
		SP:Iteration 4Q (68302.240000 sec): 3 clusters
  Score: Raw -375784.493430 + Penalty 2623.855965 = -373160.637465
  nChanged 96
		SP:Iteration 5Q (68302.420000 sec): 3 clusters
  Score: Raw -375831.768246 + Penalty 2623.855965 = -373207.912281
  nChanged 89
		SP:Iteration 6Q (68302.590000 sec): 3 clusters
  Score: Raw -375880.253733 + Penalty 2623.855965 = -373256.397768
  nChanged 79
		SP:Iteration 7Q (68302.760000 sec): 3 clusters
  Score: Raw -375924.953725 + Penalty 2623.855965 = -373301.097760
  nChanged 75
		SP:Iteration 8Q (68302.940000 sec): 3 clusters
  Score: Raw -375961.935546 + Penalty 2623.855965 = -373338.079581
  nChanged 73
		SP:Iteration 9Q (68303.120000 sec): 3 clusters
  Score: Raw -376002.996384 + Penalty 2623.855965 = -373379.140419
  nChanged 83
		SP:Iteration 10Q (68303.290000 sec): 3 clusters
  Score: Raw -376054.669187 + Penalty 2623.855965 = -373430.813222
  nChanged 90
		SP:Iteration 11Q (68303.470000 sec): 3 clusters
  Score: Raw -376106.864016 + Penalty 2623.855965 = -373483.008051
  nChanged 74
		SP:Iteration 12Q (68303.640000 sec): 3 clusters
  Score: Raw -376152.188617 + Penalty 2623.855965 = -373528.332652
  nChanged 86
		SP:Iteration 13Q (68303.820000 sec): 3 clusters
  Score: Raw -376202.654315 + Penalty 2623.855965 = -373578.798351
  nChanged 80
		SP:Iteration 14Q (68304.000000 sec): 3 clusters
  Score: Raw -376248.303138 + Penalty 2623.855965 = -373624.447173
  nChanged 67
		SP:Iteration 15Q (68304.170000 sec): 3 clusters
  Score: Raw -376284.169693 + Penalty 2623.855965 = -373660.313728
  nChanged 55
		SP:Iteration 16Q (68304.350000 sec): 3 clusters
  Score: Raw -376310.230373 + Penalty 2623.855965 = -373686.374408
  nChanged 45
		SP:Iteration 17Q (68304.520000 sec): 3 clusters
  Score: Raw -376330.373467 + Penalty 2623.855965 = -373706.517502
  nChanged 36
		SP:Iteration 18Q (68304.700000 sec): 3 clusters
  Score: Raw -376347.710202 + Penalty 2623.855965 = -373723.854237
  nChanged 39
		SP:Iteration 19Q (68304.880000 sec): 3 clusters
  Score: Raw -376364.964223 + Penalty 2623.855965 = -373741.108258
  nChanged 33
		SP:Iteration 20F (68305.050000 sec): 3 clusters
  Score: Raw -376381.986334 + Penalty 2623.855965 = -373758.130369
  nChanged 39
		SP:Iteration 21Q (68305.230000 sec): 3 clusters
  Score: Raw -376400.589500 + Penalty 2623.855965 = -373776.733535
  nChanged 35
		SP:Iteration 22Q (68305.400000 sec): 3 clusters
  Score: Raw -376418.975679 + Penalty 2623.855965 = -373795.119714
  nChanged 40
		SP:Iteration 23Q (68305.580000 sec): 3 clusters
  Score: Raw -376439.358187 + Penalty 2623.855965 = -373815.502222
  nChanged 28
		SP:Iteration 24Q (68305.760000 sec): 3 clusters
  Score: Raw -376455.677265 + Penalty 2623.855965 = -373831.821301
  nChanged 34
		SP:Iteration 25Q (68305.930000 sec): 3 clusters
  Score: Raw -376476.194824 + Penalty 2623.855965 = -373852.338859
  nChanged 28
		SP:Iteration 26Q (68306.110000 sec): 3 clusters
  Score: Raw -376493.111082 + Penalty 2623.855965 = -373869.255117
  nChanged 25
		SP:Iteration 27Q (68306.280000 sec): 3 clusters
  Score: Raw -376508.067516 + Penalty 2623.855965 = -373884.211551
  nChanged 25
		SP:Iteration 28Q (68306.460000 sec): 3 clusters
  Score: Raw -376525.742260 + Penalty 2623.855965 = -373901.886295
  nChanged 26
		SP:Iteration 29Q (68306.640000 sec): 3 clusters
  Score: Raw -376543.351228 + Penalty 2623.855965 = -373919.495263
  nChanged 27
		SP:Iteration 30Q (68306.810000 sec): 3 clusters
  Score: Raw -376565.592251 + Penalty 2623.855965 = -373941.736286
  nChanged 39
		SP:Iteration 31Q (68306.990000 sec): 3 clusters
  Score: Raw -376601.819146 + Penalty 2623.855965 = -373977.963181
  nChanged 51
		SP:Iteration 32Q (68307.160000 sec): 3 clusters
  Score: Raw -376644.465816 + Penalty 2623.855965 = -374020.609852
  nChanged 47
		SP:Iteration 33Q (68307.340000 sec): 3 clusters
  Score: Raw -376704.625561 + Penalty 2623.855965 = -374080.769596
  nChanged 53
		SP:Iteration 34Q (68307.520000 sec): 3 clusters
  Score: Raw -376763.968454 + Penalty 2623.855965 = -374140.112489
  nChanged 64
		SP:Iteration 35Q (68307.690000 sec): 3 clusters
  Score: Raw -376820.218049 + Penalty 2623.855965 = -374196.362084
  nChanged 61
		SP:Iteration 36Q (68307.860000 sec): 3 clusters
  Score: Raw -376874.851938 + Penalty 2623.855965 = -374250.995973
  nChanged 57
		SP:Iteration 37Q (68308.040000 sec): 3 clusters
  Score: Raw -376923.931771 + Penalty 2623.855965 = -374300.075806
  nChanged 45
		SP:Iteration 38Q (68308.220000 sec): 3 clusters
  Score: Raw -376968.484125 + Penalty 2623.855965 = -374344.628160
  nChanged 37
		SP:Iteration 39Q (68308.390000 sec): 3 clusters
  Score: Raw -376999.446995 + Penalty 2623.855965 = -374375.591030
  nChanged 39
		SP:Iteration 40F (68308.570000 sec): 3 clusters
  Score: Raw -377036.015437 + Penalty 2623.855965 = -374412.159472
  nChanged 32
		SP:Iteration 41Q (68308.740000 sec): 3 clusters
  Score: Raw -377067.127942 + Penalty 2623.855965 = -374443.271977
  nChanged 24
		SP:Iteration 42Q (68308.920000 sec): 3 clusters
  Score: Raw -377091.549283 + Penalty 2623.855965 = -374467.693318
  nChanged 24
		SP:Iteration 43Q (68309.100000 sec): 3 clusters
  Score: Raw -377125.749820 + Penalty 2623.855965 = -374501.893855
  nChanged 26
		SP:Iteration 44Q (68309.270000 sec): 3 clusters
  Score: Raw -377162.971187 + Penalty 2623.855965 = -374539.115222
  nChanged 18
		SP:Iteration 45Q (68309.450000 sec): 3 clusters
  Score: Raw -377177.478173 + Penalty 2623.855965 = -374553.622208
  nChanged 10
		SP:Iteration 46Q (68309.620000 sec): 3 clusters
  Score: Raw -377182.502153 + Penalty 2623.855965 = -374558.646188
  nChanged 8
		SP:Iteration 47Q (68309.800000 sec): 3 clusters
  Score: Raw -377186.089833 + Penalty 2623.855965 = -374562.233868
  nChanged 3
		SP:Iteration 48Q (68309.980000 sec): 3 clusters
  Score: Raw -377188.518583 + Penalty 2623.855965 = -374564.662619
  nChanged 3
		SP:Iteration 49Q (68310.150000 sec): 3 clusters
  Score: Raw -377191.391213 + Penalty 2623.855965 = -374567.535249
  nChanged 2
		SP:Iteration 50Q (68310.330000 sec): 3 clusters
  Score: Raw -377192.632774 + Penalty 2623.855965 = -374568.776809
  nChanged 5
		SP:Iteration 51Q (68310.500000 sec): 3 clusters
  Score: Raw -377193.806109 + Penalty 2623.855965 = -374569.950144
  nChanged 1
		SP:Iteration 52Q (68310.680000 sec): 3 clusters
  Score: Raw -377194.436065 + Penalty 2623.855965 = -374570.580100
  nChanged 1
		SP:Iteration 53Q (68310.860000 sec): 3 clusters
  Score: Raw -377195.122011 + Penalty 2623.855965 = -374571.266046
  nChanged 0
		SP:Iteration 54F (68311.030000 sec): 3 clusters
  Score: Raw -377195.122011 + Penalty 2623.855965 = -374571.266046
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 41 (173 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (68311.120000 sec): 2 clusters
  Score: Raw -8948.424472 + Penalty 837.409884 = -8111.014588
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (68311.290000 sec): 3 clusters
  Score: Raw -9089.735217 + Penalty 1674.819768 = -7414.915449
  nChanged 24
		SP:Iteration 1F (68311.470000 sec): 3 clusters
  Score: Raw -9170.998269 + Penalty 1674.819768 = -7496.178501
  nChanged 5
		SP:Iteration 2Q (68311.640000 sec): 3 clusters
  Score: Raw -9210.970605 + Penalty 1674.819768 = -7536.150837
  nChanged 5
		SP:Iteration 3Q (68311.820000 sec): 3 clusters
  Score: Raw -9258.793979 + Penalty 1674.819768 = -7583.974210
  nChanged 2
		SP:Iteration 4Q (68312.000000 sec): 3 clusters
  Score: Raw -9271.947225 + Penalty 1674.819768 = -7597.127456
  nChanged 2
		SP:Iteration 5Q (68312.170000 sec): 3 clusters
  Score: Raw -9291.480601 + Penalty 1674.819768 = -7616.660832
  nChanged 1
		SP:Iteration 6Q (68312.350000 sec): 3 clusters
  Score: Raw -9295.524985 + Penalty 1674.819768 = -7620.705217
  nChanged 0
		SP:Iteration 7F (68312.520000 sec): 3 clusters
  Score: Raw -9295.524985 + Penalty 1674.819768 = -7620.705217
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 42 (395 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (68312.640000 sec): 2 clusters
  Score: Raw -46949.178742 + Penalty 971.568937 = -45977.609805
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (68312.800000 sec): 3 clusters
  Score: Raw -46959.609761 + Penalty 1943.137874 = -45016.471887
  nChanged 95
		SP:Iteration 1F (68312.960000 sec): 3 clusters
  Score: Raw -47185.347881 + Penalty 1943.137874 = -45242.210008
  nChanged 36
		SP:Iteration 2F (68313.120000 sec): 3 clusters
  Score: Raw -47311.992693 + Penalty 1943.137874 = -45368.854820
  nChanged 36
		SP:Iteration 3F (68313.280000 sec): 3 clusters
  Score: Raw -47448.043372 + Penalty 1943.137874 = -45504.905499
  nChanged 25
		SP:Iteration 4F (68313.440000 sec): 3 clusters
  Score: Raw -47546.743805 + Penalty 1943.137874 = -45603.605932
  nChanged 16
		SP:Iteration 5Q (68313.600000 sec): 3 clusters
  Score: Raw -47612.878303 + Penalty 1943.137874 = -45669.740430
  nChanged 5
		SP:Iteration 6Q (68313.760000 sec): 3 clusters
  Score: Raw -47648.079137 + Penalty 1943.137874 = -45704.941264
  nChanged 7
		SP:Iteration 7Q (68313.920000 sec): 3 clusters
  Score: Raw -47684.185218 + Penalty 1943.137874 = -45741.047345
  nChanged 9
		SP:Iteration 8Q (68314.080000 sec): 3 clusters
  Score: Raw -47724.672576 + Penalty 1943.137874 = -45781.534702
  nChanged 4
		SP:Iteration 9Q (68314.240000 sec): 3 clusters
  Score: Raw -47733.826206 + Penalty 1943.137874 = -45790.688333
  nChanged 2
		SP:Iteration 10Q (68314.400000 sec): 3 clusters
  Score: Raw -47740.542090 + Penalty 1943.137874 = -45797.404216
  nChanged 1
		SP:Iteration 11Q (68314.560000 sec): 3 clusters
  Score: Raw -47750.558790 + Penalty 1943.137874 = -45807.420916
  nChanged 1
		SP:Iteration 12Q (68314.710000 sec): 3 clusters
  Score: Raw -47751.318156 + Penalty 1943.137874 = -45808.180282
  nChanged 0
		SP:Iteration 13F (68314.870000 sec): 3 clusters
  Score: Raw -47751.318156 + Penalty 1943.137874 = -45808.180282
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 43 (1253 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (68314.930000 sec): 2 clusters
  Score: Raw -142869.080140 + Penalty 1159.160593 = -141709.919548
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (68315.100000 sec): 3 clusters
  Score: Raw -142435.395092 + Penalty 2318.321185 = -140117.073906
  nChanged 423
		SP:Iteration 1F (68315.280000 sec): 3 clusters
  Score: Raw -142774.108738 + Penalty 2318.321185 = -140455.787553
  nChanged 80
		SP:Iteration 2F (68315.450000 sec): 3 clusters
  Score: Raw -142843.503145 + Penalty 2318.321185 = -140525.181959
  nChanged 58
		SP:Iteration 3Q (68315.630000 sec): 3 clusters
  Score: Raw -142891.838314 + Penalty 2318.321185 = -140573.517129
  nChanged 35
		SP:Iteration 4Q (68315.800000 sec): 3 clusters
  Score: Raw -142920.635670 + Penalty 2318.321185 = -140602.314484
  nChanged 26
		SP:Iteration 5Q (68315.980000 sec): 3 clusters
  Score: Raw -142942.024910 + Penalty 2318.321185 = -140623.703724
  nChanged 23
		SP:Iteration 6Q (68316.160000 sec): 3 clusters
  Score: Raw -142964.071245 + Penalty 2318.321185 = -140645.750060
  nChanged 16
		SP:Iteration 7Q (68316.330000 sec): 3 clusters
  Score: Raw -142977.832173 + Penalty 2318.321185 = -140659.510988
  nChanged 11
		SP:Iteration 8Q (68316.510000 sec): 3 clusters
  Score: Raw -142985.194702 + Penalty 2318.321185 = -140666.873517
  nChanged 5
		SP:Iteration 9Q (68316.680000 sec): 3 clusters
  Score: Raw -142988.509842 + Penalty 2318.321185 = -140670.188657
  nChanged 2
		SP:Iteration 10Q (68316.860000 sec): 3 clusters
  Score: Raw -142989.607692 + Penalty 2318.321185 = -140671.286507
  nChanged 5
		SP:Iteration 11Q (68317.040000 sec): 3 clusters
  Score: Raw -142993.570235 + Penalty 2318.321185 = -140675.249050
  nChanged 7
		SP:Iteration 12Q (68317.210000 sec): 3 clusters
  Score: Raw -142999.430458 + Penalty 2318.321185 = -140681.109272
  nChanged 8
		SP:Iteration 13Q (68317.390000 sec): 3 clusters
  Score: Raw -143004.414221 + Penalty 2318.321185 = -140686.093036
  nChanged 11
		SP:Iteration 14Q (68317.560000 sec): 3 clusters
  Score: Raw -143011.308362 + Penalty 2318.321185 = -140692.987176
  nChanged 9
		SP:Iteration 15Q (68317.740000 sec): 3 clusters
  Score: Raw -143021.132536 + Penalty 2318.321185 = -140702.811351
  nChanged 5
		SP:Iteration 16Q (68317.920000 sec): 3 clusters
  Score: Raw -143027.160786 + Penalty 2318.321185 = -140708.839601
  nChanged 6
		SP:Iteration 17Q (68318.090000 sec): 3 clusters
  Score: Raw -143031.754074 + Penalty 2318.321185 = -140713.432889
  nChanged 8
		SP:Iteration 18Q (68318.270000 sec): 3 clusters
  Score: Raw -143037.774817 + Penalty 2318.321185 = -140719.453631
  nChanged 7
		SP:Iteration 19Q (68318.440000 sec): 3 clusters
  Score: Raw -143043.581664 + Penalty 2318.321185 = -140725.260478
  nChanged 8
		SP:Iteration 20F (68318.620000 sec): 3 clusters
  Score: Raw -143046.952142 + Penalty 2318.321185 = -140728.630956
  nChanged 4
		SP:Iteration 21Q (68318.790000 sec): 3 clusters
  Score: Raw -143048.763495 + Penalty 2318.321185 = -140730.442310
  nChanged 2
		SP:Iteration 22Q (68318.970000 sec): 3 clusters
  Score: Raw -143049.927842 + Penalty 2318.321185 = -140731.606657
  nChanged 1
		SP:Iteration 23Q (68319.140000 sec): 3 clusters
  Score: Raw -143050.337136 + Penalty 2318.321185 = -140732.015951
  nChanged 1
		SP:Iteration 24Q (68319.320000 sec): 3 clusters
  Score: Raw -143050.623350 + Penalty 2318.321185 = -140732.302165
  nChanged 0
		SP:Iteration 25F (68319.500000 sec): 3 clusters
  Score: Raw -143050.623350 + Penalty 2318.321185 = -140732.302165
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 44 (3181 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (68319.610000 sec): 2 clusters
  Score: Raw -387555.247671 + Penalty 1310.554520 = -386244.693151
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (68319.780000 sec): 3 clusters
  Score: Raw -386041.036635 + Penalty 2621.109040 = -383419.927595
  nChanged 1224
		SP:Iteration 1F (68319.960000 sec): 3 clusters
  Score: Raw -386723.303564 + Penalty 2621.109040 = -384102.194524
  nChanged 261
		SP:Iteration 2F (68320.140000 sec): 3 clusters
  Score: Raw -386888.281899 + Penalty 2621.109040 = -384267.172859
  nChanged 169
		SP:Iteration 3F (68320.310000 sec): 3 clusters
  Score: Raw -387003.750891 + Penalty 2621.109040 = -384382.641851
  nChanged 119
		SP:Iteration 4Q (68320.490000 sec): 3 clusters
  Score: Raw -387068.678937 + Penalty 2621.109040 = -384447.569897
  nChanged 97
		SP:Iteration 5Q (68320.660000 sec): 3 clusters
  Score: Raw -387125.937604 + Penalty 2621.109040 = -384504.828564
  nChanged 103
		SP:Iteration 6Q (68320.840000 sec): 3 clusters
  Score: Raw -387172.693968 + Penalty 2621.109040 = -384551.584928
  nChanged 71
		SP:Iteration 7Q (68321.010000 sec): 3 clusters
  Score: Raw -387216.497871 + Penalty 2621.109040 = -384595.388831
  nChanged 71
		SP:Iteration 8Q (68321.170000 sec): 3 clusters
  Score: Raw -387262.982104 + Penalty 2621.109040 = -384641.873064
  nChanged 84
		SP:Iteration 9Q (68321.330000 sec): 3 clusters
  Score: Raw -387312.134164 + Penalty 2621.109040 = -384691.025124
  nChanged 92
		SP:Iteration 10Q (68321.500000 sec): 3 clusters
  Score: Raw -387372.742819 + Penalty 2621.109040 = -384751.633779
  nChanged 91
		SP:Iteration 11Q (68321.660000 sec): 3 clusters
  Score: Raw -387426.468736 + Penalty 2621.109040 = -384805.359696
  nChanged 81
		SP:Iteration 12Q (68321.820000 sec): 3 clusters
  Score: Raw -387468.892500 + Penalty 2621.109040 = -384847.783460
  nChanged 62
		SP:Iteration 13Q (68321.990000 sec): 3 clusters
  Score: Raw -387502.699014 + Penalty 2621.109040 = -384881.589974
  nChanged 61
		SP:Iteration 14Q (68322.080000 sec): 3 clusters
  Score: Raw -387534.412030 + Penalty 2621.109040 = -384913.302990
  nChanged 54
		SP:Iteration 15Q (68322.140000 sec): 3 clusters
  Score: Raw -387571.559904 + Penalty 2621.109040 = -384950.450864
  nChanged 54
		SP:Iteration 16Q (68322.200000 sec): 3 clusters
  Score: Raw -387600.854483 + Penalty 2621.109040 = -384979.745443
  nChanged 55
		SP:Iteration 17Q (68322.250000 sec): 3 clusters
  Score: Raw -387630.884745 + Penalty 2621.109040 = -385009.775705
  nChanged 49
		SP:Iteration 18Q (68322.310000 sec): 3 clusters
  Score: Raw -387655.540962 + Penalty 2621.109040 = -385034.431923
  nChanged 49
		SP:Iteration 19Q (68322.370000 sec): 3 clusters
  Score: Raw -387687.206519 + Penalty 2621.109040 = -385066.097479
  nChanged 53
		SP:Iteration 20F (68322.430000 sec): 3 clusters
  Score: Raw -387721.725558 + Penalty 2621.109040 = -385100.616518
  nChanged 48
		SP:Iteration 21Q (68322.490000 sec): 3 clusters
  Score: Raw -387763.426232 + Penalty 2621.109040 = -385142.317192
  nChanged 52
		SP:Iteration 22Q (68322.540000 sec): 3 clusters
  Score: Raw -387816.799241 + Penalty 2621.109040 = -385195.690201
  nChanged 51
		SP:Iteration 23Q (68322.600000 sec): 3 clusters
  Score: Raw -387861.182608 + Penalty 2621.109040 = -385240.073568
  nChanged 55
		SP:Iteration 24Q (68322.660000 sec): 3 clusters
  Score: Raw -387910.043509 + Penalty 2621.109040 = -385288.934470
  nChanged 44
		SP:Iteration 25Q (68322.710000 sec): 3 clusters
  Score: Raw -387964.223783 + Penalty 2621.109040 = -385343.114743
  nChanged 35
		SP:Iteration 26Q (68322.800000 sec): 3 clusters
  Score: Raw -388012.753467 + Penalty 2621.109040 = -385391.644427
  nChanged 41
		SP:Iteration 27Q (68322.860000 sec): 3 clusters
  Score: Raw -388076.877001 + Penalty 2621.109040 = -385455.767961
  nChanged 33
		SP:Iteration 28Q (68322.920000 sec): 3 clusters
  Score: Raw -388136.607383 + Penalty 2621.109040 = -385515.498343
  nChanged 36
		SP:Iteration 29Q (68322.970000 sec): 3 clusters
  Score: Raw -388189.269835 + Penalty 2621.109040 = -385568.160795
  nChanged 28
		SP:Iteration 30Q (68323.030000 sec): 3 clusters
  Score: Raw -388219.219919 + Penalty 2621.109040 = -385598.110879
  nChanged 28
		SP:Iteration 31Q (68323.090000 sec): 3 clusters
  Score: Raw -388245.943428 + Penalty 2621.109040 = -385624.834389
  nChanged 23
		SP:Iteration 32Q (68323.150000 sec): 3 clusters
  Score: Raw -388265.637948 + Penalty 2621.109040 = -385644.528908
  nChanged 18
		SP:Iteration 33Q (68323.210000 sec): 3 clusters
  Score: Raw -388279.343139 + Penalty 2621.109040 = -385658.234100
  nChanged 10
		SP:Iteration 34Q (68323.270000 sec): 3 clusters
  Score: Raw -388285.077207 + Penalty 2621.109040 = -385663.968167
  nChanged 11
		SP:Iteration 35Q (68323.320000 sec): 3 clusters
  Score: Raw -388291.563120 + Penalty 2621.109040 = -385670.454080
  nChanged 10
		SP:Iteration 36Q (68323.380000 sec): 3 clusters
  Score: Raw -388297.486347 + Penalty 2621.109040 = -385676.377307
  nChanged 6
		SP:Iteration 37Q (68323.440000 sec): 3 clusters
  Score: Raw -388304.247251 + Penalty 2621.109040 = -385683.138211
  nChanged 14
		SP:Iteration 38Q (68323.500000 sec): 3 clusters
  Score: Raw -388314.846660 + Penalty 2621.109040 = -385693.737620
  nChanged 10
		SP:Iteration 39Q (68323.550000 sec): 3 clusters
  Score: Raw -388323.431871 + Penalty 2621.109040 = -385702.322831
  nChanged 4
		SP:Iteration 40F (68323.610000 sec): 3 clusters
  Score: Raw -388329.410567 + Penalty 2621.109040 = -385708.301527
  nChanged 5
		SP:Iteration 41Q (68323.670000 sec): 3 clusters
  Score: Raw -388335.349854 + Penalty 2621.109040 = -385714.240814
  nChanged 9
		SP:Iteration 42Q (68323.720000 sec): 3 clusters
  Score: Raw -388340.874060 + Penalty 2621.109040 = -385719.765020
  nChanged 4
		SP:Iteration 43Q (68323.780000 sec): 3 clusters
  Score: Raw -388342.013606 + Penalty 2621.109040 = -385720.904566
  nChanged 3
		SP:Iteration 44Q (68323.840000 sec): 3 clusters
  Score: Raw -388343.605625 + Penalty 2621.109040 = -385722.496585
  nChanged 3
		SP:Iteration 45Q (68323.900000 sec): 3 clusters
  Score: Raw -388345.270335 + Penalty 2621.109040 = -385724.161295
  nChanged 3
		SP:Iteration 46Q (68323.950000 sec): 3 clusters
  Score: Raw -388347.449022 + Penalty 2621.109040 = -385726.339982
  nChanged 4
		SP:Iteration 47Q (68324.010000 sec): 3 clusters
  Score: Raw -388350.171196 + Penalty 2621.109040 = -385729.062156
  nChanged 4
		SP:Iteration 48Q (68324.070000 sec): 3 clusters
  Score: Raw -388352.554772 + Penalty 2621.109040 = -385731.445732
  nChanged 4
		SP:Iteration 49Q (68324.130000 sec): 3 clusters
  Score: Raw -388353.839525 + Penalty 2621.109040 = -385732.730485
  nChanged 2
		SP:Iteration 50Q (68324.190000 sec): 3 clusters
  Score: Raw -388354.350842 + Penalty 2621.109040 = -385733.241802
  nChanged 0
		SP:Iteration 51F (68324.240000 sec): 3 clusters
  Score: Raw -388354.350842 + Penalty 2621.109040 = -385733.241802
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 45 (1192 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (68324.300000 sec): 2 clusters
  Score: Raw -133564.277685 + Penalty 1151.050525 = -132413.227159
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (68324.330000 sec): 3 clusters
  Score: Raw -133114.550333 + Penalty 2302.101050 = -130812.449282
  nChanged 393
		SP:Iteration 1F (68324.360000 sec): 3 clusters
  Score: Raw -133435.626277 + Penalty 2302.101050 = -131133.525227
  nChanged 105
		SP:Iteration 2F (68324.390000 sec): 3 clusters
  Score: Raw -133556.658360 + Penalty 2302.101050 = -131254.557310
  nChanged 65
		SP:Iteration 3F (68324.430000 sec): 3 clusters
  Score: Raw -133636.924549 + Penalty 2302.101050 = -131334.823499
  nChanged 40
		SP:Iteration 4Q (68324.570000 sec): 3 clusters
  Score: Raw -133684.964674 + Penalty 2302.101050 = -131382.863624
  nChanged 36
		SP:Iteration 5Q (68324.750000 sec): 3 clusters
  Score: Raw -133726.221522 + Penalty 2302.101050 = -131424.120472
  nChanged 32
		SP:Iteration 6Q (68324.920000 sec): 3 clusters
  Score: Raw -133767.671283 + Penalty 2302.101050 = -131465.570233
  nChanged 25
		SP:Iteration 7Q (68325.110000 sec): 3 clusters
  Score: Raw -133800.389775 + Penalty 2302.101050 = -131498.288725
  nChanged 27
		SP:Iteration 8Q (68325.140000 sec): 3 clusters
  Score: Raw -133827.480441 + Penalty 2302.101050 = -131525.379390
  nChanged 8
		SP:Iteration 9Q (68325.170000 sec): 3 clusters
  Score: Raw -133833.665372 + Penalty 2302.101050 = -131531.564322
  nChanged 10
		SP:Iteration 10Q (68325.200000 sec): 3 clusters
  Score: Raw -133856.513968 + Penalty 2302.101050 = -131554.412918
  nChanged 12
		SP:Iteration 11Q (68325.230000 sec): 3 clusters
  Score: Raw -133873.033398 + Penalty 2302.101050 = -131570.932348
  nChanged 13
		SP:Iteration 12Q (68325.260000 sec): 3 clusters
  Score: Raw -133882.827698 + Penalty 2302.101050 = -131580.726648
  nChanged 13
		SP:Iteration 13Q (68325.290000 sec): 3 clusters
  Score: Raw -133893.333432 + Penalty 2302.101050 = -131591.232381
  nChanged 7
		SP:Iteration 14Q (68325.330000 sec): 3 clusters
  Score: Raw -133897.860227 + Penalty 2302.101050 = -131595.759176
  nChanged 6
		SP:Iteration 15Q (68325.360000 sec): 3 clusters
  Score: Raw -133902.219455 + Penalty 2302.101050 = -131600.118404
  nChanged 5
		SP:Iteration 16Q (68325.390000 sec): 3 clusters
  Score: Raw -133905.334483 + Penalty 2302.101050 = -131603.233432
  nChanged 3
		SP:Iteration 17Q (68325.420000 sec): 3 clusters
  Score: Raw -133906.858688 + Penalty 2302.101050 = -131604.757638
  nChanged 0
		SP:Iteration 18F (68325.450000 sec): 3 clusters
  Score: Raw -133906.858688 + Penalty 2302.101050 = -131604.757638
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 46 (22762 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (68325.670000 sec): 2 clusters
  Score: Raw -2623896.723429 + Penalty 1630.337761 = -2622266.385669
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (68326.100000 sec): 3 clusters
  Score: Raw -2609898.419505 + Penalty 3260.675521 = -2606637.743984
  nChanged 10388
		SP:Iteration 1F (68326.440000 sec): 3 clusters
  Score: Raw -2615985.400739 + Penalty 3260.675521 = -2612724.725218
  nChanged 1536
		SP:Iteration 2F (68326.780000 sec): 3 clusters
  Score: Raw -2616802.527242 + Penalty 3260.675521 = -2613541.851721
  nChanged 1499
		SP:Iteration 3F (68327.120000 sec): 3 clusters
  Score: Raw -2617657.826144 + Penalty 3260.675521 = -2614397.150622
  nChanged 1459
		SP:Iteration 4F (68327.390000 sec): 3 clusters
  Score: Raw -2618595.728178 + Penalty 3260.675521 = -2615335.052657
  nChanged 1466
		SP:Iteration 5F (68327.720000 sec): 3 clusters
  Score: Raw -2619575.768987 + Penalty 3260.675521 = -2616315.093466
  nChanged 1429
		SP:Iteration 6F (68328.060000 sec): 3 clusters
  Score: Raw -2620692.058823 + Penalty 3260.675521 = -2617431.383302
  nChanged 1354
		SP:Iteration 7F (68328.360000 sec): 3 clusters
  Score: Raw -2622045.705586 + Penalty 3260.675521 = -2618785.030065
  nChanged 1236
		SP:Iteration 8F (68328.700000 sec): 3 clusters
  Score: Raw -2623330.536552 + Penalty 3260.675521 = -2620069.861031
  nChanged 1015
		SP:Iteration 9Q (68329.030000 sec): 3 clusters
  Score: Raw -2624095.676708 + Penalty 3260.675521 = -2620835.001187
  nChanged 643
		SP:Iteration 10Q (68329.370000 sec): 3 clusters
  Score: Raw -2624373.748602 + Penalty 3260.675521 = -2621113.073081
  nChanged 408
		SP:Iteration 11Q (68329.710000 sec): 3 clusters
  Score: Raw -2624490.013013 + Penalty 3260.675521 = -2621229.337492
  nChanged 258
		SP:Iteration 12Q (68330.010000 sec): 3 clusters
  Score: Raw -2624553.677967 + Penalty 3260.675521 = -2621293.002446
  nChanged 168
		SP:Iteration 13Q (68330.360000 sec): 3 clusters
  Score: Raw -2624586.923541 + Penalty 3260.675521 = -2621326.248019
  nChanged 118
		SP:Iteration 14Q (68330.680000 sec): 3 clusters
  Score: Raw -2624608.505403 + Penalty 3260.675521 = -2621347.829881
  nChanged 101
		SP:Iteration 15Q (68331.020000 sec): 3 clusters
  Score: Raw -2624625.196420 + Penalty 3260.675521 = -2621364.520899
  nChanged 91
		SP:Iteration 16Q (68331.360000 sec): 3 clusters
  Score: Raw -2624639.458380 + Penalty 3260.675521 = -2621378.782859
  nChanged 74
		SP:Iteration 17Q (68331.660000 sec): 3 clusters
  Score: Raw -2624650.611869 + Penalty 3260.675521 = -2621389.936347
  nChanged 79
		SP:Iteration 18Q (68332.000000 sec): 3 clusters
  Score: Raw -2624663.707170 + Penalty 3260.675521 = -2621403.031649
  nChanged 87
		SP:Iteration 19Q (68332.290000 sec): 3 clusters
  Score: Raw -2624677.010151 + Penalty 3260.675521 = -2621416.334629
  nChanged 73
		SP:Iteration 20F (68332.630000 sec): 3 clusters
  Score: Raw -2624688.580714 + Penalty 3260.675521 = -2621427.905192
  nChanged 69
		SP:Iteration 21Q (68332.930000 sec): 3 clusters
  Score: Raw -2624698.923421 + Penalty 3260.675521 = -2621438.247900
  nChanged 51
		SP:Iteration 22Q (68333.260000 sec): 3 clusters
  Score: Raw -2624706.076815 + Penalty 3260.675521 = -2621445.401294
  nChanged 56
		SP:Iteration 23Q (68333.550000 sec): 3 clusters
  Score: Raw -2624714.065947 + Penalty 3260.675521 = -2621453.390425
  nChanged 51
		SP:Iteration 24Q (68333.890000 sec): 3 clusters
  Score: Raw -2624720.704504 + Penalty 3260.675521 = -2621460.028983
  nChanged 54
		SP:Iteration 25Q (68334.180000 sec): 3 clusters
  Score: Raw -2624728.765608 + Penalty 3260.675521 = -2621468.090087
  nChanged 57
		SP:Iteration 26Q (68334.520000 sec): 3 clusters
  Score: Raw -2624738.061312 + Penalty 3260.675521 = -2621477.385790
  nChanged 71
		SP:Iteration 27Q (68334.810000 sec): 3 clusters
  Score: Raw -2624749.806166 + Penalty 3260.675521 = -2621489.130645
  nChanged 77
		SP:Iteration 28Q (68335.150000 sec): 3 clusters
  Score: Raw -2624760.070203 + Penalty 3260.675521 = -2621499.394682
  nChanged 62
		SP:Iteration 29Q (68335.440000 sec): 3 clusters
  Score: Raw -2624768.591532 + Penalty 3260.675521 = -2621507.916010
  nChanged 61
		SP:Iteration 30Q (68335.770000 sec): 3 clusters
  Score: Raw -2624779.331293 + Penalty 3260.675521 = -2621518.655771
  nChanged 64
		SP:Iteration 31Q (68336.060000 sec): 3 clusters
  Score: Raw -2624788.977945 + Penalty 3260.675521 = -2621528.302424
  nChanged 59
		SP:Iteration 32Q (68336.400000 sec): 3 clusters
  Score: Raw -2624799.017426 + Penalty 3260.675521 = -2621538.341904
  nChanged 65
		SP:Iteration 33Q (68336.690000 sec): 3 clusters
  Score: Raw -2624809.458772 + Penalty 3260.675521 = -2621548.783250
  nChanged 63
		SP:Iteration 34Q (68337.030000 sec): 3 clusters
  Score: Raw -2624819.230026 + Penalty 3260.675521 = -2621558.554505
  nChanged 51
		SP:Iteration 35Q (68337.320000 sec): 3 clusters
  Score: Raw -2624826.105043 + Penalty 3260.675521 = -2621565.429522
  nChanged 48
		SP:Iteration 36Q (68337.650000 sec): 3 clusters
  Score: Raw -2624831.885009 + Penalty 3260.675521 = -2621571.209488
  nChanged 54
		SP:Iteration 37Q (68337.990000 sec): 3 clusters
  Score: Raw -2624839.487782 + Penalty 3260.675521 = -2621578.812261
  nChanged 51
		SP:Iteration 38Q (68338.330000 sec): 3 clusters
  Score: Raw -2624847.277328 + Penalty 3260.675521 = -2621586.601807
  nChanged 48
		SP:Iteration 39Q (68338.670000 sec): 3 clusters
  Score: Raw -2624853.634766 + Penalty 3260.675521 = -2621592.959245
  nChanged 56
		SP:Iteration 40F (68339.010000 sec): 3 clusters
  Score: Raw -2624862.748258 + Penalty 3260.675521 = -2621602.072737
  nChanged 54
		SP:Iteration 41Q (68339.350000 sec): 3 clusters
  Score: Raw -2624872.189191 + Penalty 3260.675521 = -2621611.513670
  nChanged 60
		SP:Iteration 42Q (68339.690000 sec): 3 clusters
  Score: Raw -2624882.338401 + Penalty 3260.675521 = -2621621.662880
  nChanged 67
		SP:Iteration 43Q (68339.980000 sec): 3 clusters
  Score: Raw -2624893.417988 + Penalty 3260.675521 = -2621632.742466
  nChanged 67
		SP:Iteration 44Q (68340.320000 sec): 3 clusters
  Score: Raw -2624905.268832 + Penalty 3260.675521 = -2621644.593311
  nChanged 66
		SP:Iteration 45Q (68340.620000 sec): 3 clusters
  Score: Raw -2624917.087659 + Penalty 3260.675521 = -2621656.412138
  nChanged 69
		SP:Iteration 46Q (68340.960000 sec): 3 clusters
  Score: Raw -2624929.887095 + Penalty 3260.675521 = -2621669.211574
  nChanged 69
		SP:Iteration 47Q (68341.250000 sec): 3 clusters
  Score: Raw -2624940.529906 + Penalty 3260.675521 = -2621679.854384
  nChanged 56
		SP:Iteration 48Q (68341.530000 sec): 3 clusters
  Score: Raw -2624949.576967 + Penalty 3260.675521 = -2621688.901445
  nChanged 56
		SP:Iteration 49Q (68341.850000 sec): 3 clusters
  Score: Raw -2624961.995049 + Penalty 3260.675521 = -2621701.319527
  nChanged 65
		SP:Iteration 50Q (68342.100000 sec): 3 clusters
  Score: Raw -2624978.921412 + Penalty 3260.675521 = -2621718.245891
  nChanged 64
		SP:Iteration 51Q (68342.440000 sec): 3 clusters
  Score: Raw -2624995.454646 + Penalty 3260.675521 = -2621734.779125
  nChanged 77
		SP:Iteration 52Q (68342.780000 sec): 3 clusters
  Score: Raw -2625010.114934 + Penalty 3260.675521 = -2621749.439413
  nChanged 65
		SP:Iteration 53Q (68343.080000 sec): 3 clusters
  Score: Raw -2625023.489018 + Penalty 3260.675521 = -2621762.813497
  nChanged 86
		SP:Iteration 54Q (68343.420000 sec): 3 clusters
  Score: Raw -2625039.690431 + Penalty 3260.675521 = -2621779.014910
  nChanged 58
		SP:Iteration 55Q (68343.710000 sec): 3 clusters
  Score: Raw -2625048.881717 + Penalty 3260.675521 = -2621788.206196
  nChanged 46
		SP:Iteration 56Q (68344.050000 sec): 3 clusters
  Score: Raw -2625056.162818 + Penalty 3260.675521 = -2621795.487297
  nChanged 45
		SP:Iteration 57Q (68344.350000 sec): 3 clusters
  Score: Raw -2625062.555882 + Penalty 3260.675521 = -2621801.880361
  nChanged 54
		SP:Iteration 58Q (68344.690000 sec): 3 clusters
  Score: Raw -2625069.927379 + Penalty 3260.675521 = -2621809.251858
  nChanged 47
		SP:Iteration 59Q (68344.990000 sec): 3 clusters
  Score: Raw -2625076.602368 + Penalty 3260.675521 = -2621815.926847
  nChanged 43
		SP:Iteration 60F (68345.330000 sec): 3 clusters
  Score: Raw -2625082.977452 + Penalty 3260.675521 = -2621822.301931
  nChanged 44
		SP:Iteration 61Q (68345.620000 sec): 3 clusters
  Score: Raw -2625089.774425 + Penalty 3260.675521 = -2621829.098904
  nChanged 50
		SP:Iteration 62Q (68345.960000 sec): 3 clusters
  Score: Raw -2625099.333454 + Penalty 3260.675521 = -2621838.657933
  nChanged 43
		SP:Iteration 63Q (68346.250000 sec): 3 clusters
  Score: Raw -2625107.106866 + Penalty 3260.675521 = -2621846.431344
  nChanged 38
		SP:Iteration 64Q (68346.590000 sec): 3 clusters
  Score: Raw -2625113.765266 + Penalty 3260.675521 = -2621853.089745
  nChanged 50
		SP:Iteration 65Q (68346.890000 sec): 3 clusters
  Score: Raw -2625123.401030 + Penalty 3260.675521 = -2621862.725509
  nChanged 52
		SP:Iteration 66Q (68347.220000 sec): 3 clusters
  Score: Raw -2625133.642809 + Penalty 3260.675521 = -2621872.967288
  nChanged 48
		SP:Iteration 67Q (68347.630000 sec): 3 clusters
  Score: Raw -2625144.527738 + Penalty 3260.675521 = -2621883.852217
  nChanged 64
		SP:Iteration 68Q (68347.970000 sec): 3 clusters
  Score: Raw -2625156.761978 + Penalty 3260.675521 = -2621896.086456
  nChanged 59
		SP:Iteration 69Q (68348.350000 sec): 3 clusters
  Score: Raw -2625169.110164 + Penalty 3260.675521 = -2621908.434643
  nChanged 58
		SP:Iteration 70Q (68348.650000 sec): 3 clusters
  Score: Raw -2625182.062249 + Penalty 3260.675521 = -2621921.386728
  nChanged 55
		SP:Iteration 71Q (68348.970000 sec): 3 clusters
  Score: Raw -2625191.530510 + Penalty 3260.675521 = -2621930.854988
  nChanged 53
		SP:Iteration 72Q (68349.260000 sec): 3 clusters
  Score: Raw -2625199.873210 + Penalty 3260.675521 = -2621939.197689
  nChanged 53
		SP:Iteration 73Q (68349.540000 sec): 3 clusters
  Score: Raw -2625209.298661 + Penalty 3260.675521 = -2621948.623140
  nChanged 47
		SP:Iteration 74Q (68349.920000 sec): 3 clusters
  Score: Raw -2625218.664789 + Penalty 3260.675521 = -2621957.989268
  nChanged 49
		SP:Iteration 75Q (68350.200000 sec): 3 clusters
  Score: Raw -2625228.866155 + Penalty 3260.675521 = -2621968.190634
  nChanged 50
		SP:Iteration 76Q (68350.460000 sec): 3 clusters
  Score: Raw -2625238.997251 + Penalty 3260.675521 = -2621978.321729
  nChanged 42
		SP:Iteration 77Q (68350.740000 sec): 3 clusters
  Score: Raw -2625248.071864 + Penalty 3260.675521 = -2621987.396342
  nChanged 50
		SP:Iteration 78Q (68351.040000 sec): 3 clusters
  Score: Raw -2625258.203774 + Penalty 3260.675521 = -2621997.528253
  nChanged 43
		SP:Iteration 79Q (68351.370000 sec): 3 clusters
  Score: Raw -2625266.963660 + Penalty 3260.675521 = -2622006.288139
  nChanged 46
		SP:Iteration 80F (68351.710000 sec): 3 clusters
  Score: Raw -2625275.249612 + Penalty 3260.675521 = -2622014.574091
  nChanged 39
		SP:Iteration 81Q (68352.040000 sec): 3 clusters
  Score: Raw -2625280.942085 + Penalty 3260.675521 = -2622020.266564
  nChanged 27
		SP:Iteration 82Q (68352.380000 sec): 3 clusters
  Score: Raw -2625285.080052 + Penalty 3260.675521 = -2622024.404531
  nChanged 26
		SP:Iteration 83Q (68352.720000 sec): 3 clusters
  Score: Raw -2625288.755054 + Penalty 3260.675521 = -2622028.079532
  nChanged 32
		SP:Iteration 84Q (68353.000000 sec): 3 clusters
  Score: Raw -2625293.788068 + Penalty 3260.675521 = -2622033.112547
  nChanged 30
		SP:Iteration 85Q (68353.290000 sec): 3 clusters
  Score: Raw -2625297.607652 + Penalty 3260.675521 = -2622036.932130
  nChanged 17
		SP:Iteration 86Q (68353.630000 sec): 3 clusters
  Score: Raw -2625299.989281 + Penalty 3260.675521 = -2622039.313760
  nChanged 17
		SP:Iteration 87Q (68353.930000 sec): 3 clusters
  Score: Raw -2625301.860494 + Penalty 3260.675521 = -2622041.184973
  nChanged 10
		SP:Iteration 88Q (68354.230000 sec): 3 clusters
  Score: Raw -2625303.087169 + Penalty 3260.675521 = -2622042.411647
  nChanged 9
		SP:Iteration 89Q (68354.610000 sec): 3 clusters
  Score: Raw -2625303.975726 + Penalty 3260.675521 = -2622043.300205
  nChanged 9
		SP:Iteration 90Q (68354.950000 sec): 3 clusters
  Score: Raw -2625305.228532 + Penalty 3260.675521 = -2622044.553011
  nChanged 8
		SP:Iteration 91Q (68355.240000 sec): 3 clusters
  Score: Raw -2625306.116136 + Penalty 3260.675521 = -2622045.440615
  nChanged 8
		SP:Iteration 92Q (68355.580000 sec): 3 clusters
  Score: Raw -2625306.787947 + Penalty 3260.675521 = -2622046.112425
  nChanged 8
		SP:Iteration 93Q (68355.870000 sec): 3 clusters
  Score: Raw -2625307.398353 + Penalty 3260.675521 = -2622046.722832
  nChanged 9
		SP:Iteration 94Q (68356.220000 sec): 3 clusters
  Score: Raw -2625307.959851 + Penalty 3260.675521 = -2622047.284329
  nChanged 9
		SP:Iteration 95Q (68356.510000 sec): 3 clusters
  Score: Raw -2625308.920263 + Penalty 3260.675521 = -2622048.244741
  nChanged 9
		SP:Iteration 96Q (68356.840000 sec): 3 clusters
  Score: Raw -2625309.633375 + Penalty 3260.675521 = -2622048.957854
  nChanged 8
		SP:Iteration 97Q (68357.140000 sec): 3 clusters
  Score: Raw -2625310.359739 + Penalty 3260.675521 = -2622049.684218
  nChanged 7
		SP:Iteration 98Q (68357.470000 sec): 3 clusters
  Score: Raw -2625310.998133 + Penalty 3260.675521 = -2622050.322612
  nChanged 4
		SP:Iteration 99Q (68357.760000 sec): 3 clusters
  Score: Raw -2625311.422856 + Penalty 3260.675521 = -2622050.747334
  nChanged 5
		SP:Iteration 100F (68358.090000 sec): 3 clusters
  Score: Raw -2625311.790658 + Penalty 3260.675521 = -2622051.115137
  nChanged 5
		SP:Iteration 101Q (68358.390000 sec): 3 clusters
  Score: Raw -2625312.065831 + Penalty 3260.675521 = -2622051.390309
  nChanged 2
		SP:Iteration 102Q (68358.730000 sec): 3 clusters
  Score: Raw -2625312.326184 + Penalty 3260.675521 = -2622051.650663
  nChanged 5
		SP:Iteration 103Q (68358.960000 sec): 3 clusters
  Score: Raw -2625312.802226 + Penalty 3260.675521 = -2622052.126705
  nChanged 2
		SP:Iteration 104Q (68359.200000 sec): 3 clusters
  Score: Raw -2625312.891574 + Penalty 3260.675521 = -2622052.216052
  nChanged 2
		SP:Iteration 105Q (68359.570000 sec): 3 clusters
  Score: Raw -2625313.114162 + Penalty 3260.675521 = -2622052.438641
  nChanged 3
		SP:Iteration 106Q (68359.910000 sec): 3 clusters
  Score: Raw -2625313.350755 + Penalty 3260.675521 = -2622052.675233
  nChanged 1
		SP:Iteration 107Q (68360.240000 sec): 3 clusters
  Score: Raw -2625313.415674 + Penalty 3260.675521 = -2622052.740153
  nChanged 1
		SP:Iteration 108Q (68360.540000 sec): 3 clusters
  Score: Raw -2625313.562101 + Penalty 3260.675521 = -2622052.886580
  nChanged 2
		SP:Iteration 109Q (68360.840000 sec): 3 clusters
  Score: Raw -2625313.675034 + Penalty 3260.675521 = -2622052.999513
  nChanged 1
		SP:Iteration 110Q (68361.170000 sec): 3 clusters
  Score: Raw -2625313.708698 + Penalty 3260.675521 = -2622053.033176
  nChanged 0
		SP:Iteration 111F (68361.510000 sec): 3 clusters
  Score: Raw -2625313.708698 + Penalty 3260.675521 = -2622053.033176
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 47 (1101 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (68361.600000 sec): 2 clusters
  Score: Raw -143033.703992 + Penalty 1138.145797 = -141895.558195
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (68361.780000 sec): 3 clusters
  Score: Raw -142666.908433 + Penalty 2276.291594 = -140390.616839
  nChanged 317
		SP:Iteration 1F (68361.950000 sec): 3 clusters
  Score: Raw -142957.430405 + Penalty 2276.291594 = -140681.138810
  nChanged 101
		SP:Iteration 2F (68362.130000 sec): 3 clusters
  Score: Raw -143075.724812 + Penalty 2276.291594 = -140799.433218
  nChanged 52
		SP:Iteration 3Q (68362.300000 sec): 3 clusters
  Score: Raw -143120.886612 + Penalty 2276.291594 = -140844.595018
  nChanged 29
		SP:Iteration 4Q (68362.480000 sec): 3 clusters
  Score: Raw -143161.274791 + Penalty 2276.291594 = -140884.983197
  nChanged 33
		SP:Iteration 5Q (68362.660000 sec): 3 clusters
  Score: Raw -143197.592589 + Penalty 2276.291594 = -140921.300994
  nChanged 36
		SP:Iteration 6Q (68362.830000 sec): 3 clusters
  Score: Raw -143244.025733 + Penalty 2276.291594 = -140967.734138
  nChanged 31
		SP:Iteration 7Q (68363.010000 sec): 3 clusters
  Score: Raw -143277.827904 + Penalty 2276.291594 = -141001.536309
  nChanged 27
		SP:Iteration 8Q (68363.180000 sec): 3 clusters
  Score: Raw -143329.168359 + Penalty 2276.291594 = -141052.876764
  nChanged 30
		SP:Iteration 9Q (68363.360000 sec): 3 clusters
  Score: Raw -143370.385185 + Penalty 2276.291594 = -141094.093590
  nChanged 23
		SP:Iteration 10Q (68363.540000 sec): 3 clusters
  Score: Raw -143389.921912 + Penalty 2276.291594 = -141113.630317
  nChanged 13
		SP:Iteration 11Q (68363.710000 sec): 3 clusters
  Score: Raw -143401.650989 + Penalty 2276.291594 = -141125.359394
  nChanged 9
		SP:Iteration 12Q (68363.890000 sec): 3 clusters
  Score: Raw -143407.481020 + Penalty 2276.291594 = -141131.189426
  nChanged 1
		SP:Iteration 13Q (68364.060000 sec): 3 clusters
  Score: Raw -143408.558591 + Penalty 2276.291594 = -141132.266997
  nChanged 1
		SP:Iteration 14Q (68364.240000 sec): 3 clusters
  Score: Raw -143409.418760 + Penalty 2276.291594 = -141133.127166
  nChanged 0
		SP:Iteration 15F (68364.420000 sec): 3 clusters
  Score: Raw -143409.418760 + Penalty 2276.291594 = -141133.127166
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 48 (342 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (68364.500000 sec): 2 clusters
  Score: Raw -25223.901001 + Penalty 948.156745 = -24275.744256
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (68364.680000 sec): 3 clusters
  Score: Raw -25329.857772 + Penalty 1896.313490 = -23433.544282
  nChanged 73
		SP:Iteration 1F (68364.850000 sec): 3 clusters
  Score: Raw -25514.677545 + Penalty 1896.313490 = -23618.364055
  nChanged 19
		SP:Iteration 2F (68365.030000 sec): 3 clusters
  Score: Raw -25622.355298 + Penalty 1896.313490 = -23726.041808
  nChanged 27
		SP:Iteration 3F (68365.200000 sec): 3 clusters
  Score: Raw -25720.337479 + Penalty 1896.313490 = -23824.023990
  nChanged 22
		SP:Iteration 4F (68365.380000 sec): 3 clusters
  Score: Raw -25807.576501 + Penalty 1896.313490 = -23911.263012
  nChanged 14
		SP:Iteration 5Q (68365.560000 sec): 3 clusters
  Score: Raw -25883.375175 + Penalty 1896.313490 = -23987.061685
  nChanged 9
		SP:Iteration 6Q (68365.730000 sec): 3 clusters
  Score: Raw -25907.696862 + Penalty 1896.313490 = -24011.383373
  nChanged 4
		SP:Iteration 7Q (68365.910000 sec): 3 clusters
  Score: Raw -25918.790351 + Penalty 1896.313490 = -24022.476862
  nChanged 2
		SP:Iteration 8Q (68366.080000 sec): 3 clusters
  Score: Raw -25932.664103 + Penalty 1896.313490 = -24036.350614
  nChanged 2
		SP:Iteration 9Q (68366.260000 sec): 3 clusters
  Score: Raw -25939.452897 + Penalty 1896.313490 = -24043.139407
  nChanged 1
		SP:Iteration 10Q (68366.440000 sec): 3 clusters
  Score: Raw -25941.088809 + Penalty 1896.313490 = -24044.775320
  nChanged 3
		SP:Iteration 11Q (68366.610000 sec): 3 clusters
  Score: Raw -25955.807891 + Penalty 1896.313490 = -24059.494401
  nChanged 1
		SP:Iteration 12Q (68366.790000 sec): 3 clusters
  Score: Raw -25956.704118 + Penalty 1896.313490 = -24060.390628
  nChanged 0
		SP:Iteration 13F (68366.960000 sec): 3 clusters
  Score: Raw -25956.704118 + Penalty 1896.313490 = -24060.390628
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 49 (16972 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (68367.160000 sec): 2 clusters
  Score: Raw -2049798.987623 + Penalty 1582.639534 = -2048216.348089
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (68367.500000 sec): 3 clusters
  Score: Raw -2039736.583134 + Penalty 3165.279067 = -2036571.304067
  nChanged 7543
		SP:Iteration 1F (68367.790000 sec): 3 clusters
  Score: Raw -2043903.325600 + Penalty 3165.279067 = -2040738.046533
  nChanged 999
		SP:Iteration 2F (68368.080000 sec): 3 clusters
  Score: Raw -2044414.683250 + Penalty 3165.279067 = -2041249.404183
  nChanged 1022
		SP:Iteration 3F (68368.280000 sec): 3 clusters
  Score: Raw -2045068.581906 + Penalty 3165.279067 = -2041903.302839
  nChanged 1171
		SP:Iteration 4F (68368.560000 sec): 3 clusters
  Score: Raw -2045921.779231 + Penalty 3165.279067 = -2042756.500164
  nChanged 1245
		SP:Iteration 5F (68368.860000 sec): 3 clusters
  Score: Raw -2046902.621006 + Penalty 3165.279067 = -2043737.341939
  nChanged 1252
		SP:Iteration 6F (68369.160000 sec): 3 clusters
  Score: Raw -2048051.820543 + Penalty 3165.279067 = -2044886.541476
  nChanged 1046
		SP:Iteration 7F (68369.450000 sec): 3 clusters
  Score: Raw -2049090.097264 + Penalty 3165.279067 = -2045924.818197
  nChanged 738
		SP:Iteration 8Q (68369.750000 sec): 3 clusters
  Score: Raw -2049871.534392 + Penalty 3165.279067 = -2046706.255325
  nChanged 509
		SP:Iteration 9Q (68370.020000 sec): 3 clusters
  Score: Raw -2050416.643049 + Penalty 3165.279067 = -2047251.363982
  nChanged 345
		SP:Iteration 10Q (68370.340000 sec): 3 clusters
  Score: Raw -2050733.081020 + Penalty 3165.279067 = -2047567.801953
  nChanged 267
		SP:Iteration 11Q (68370.600000 sec): 3 clusters
  Score: Raw -2050939.185711 + Penalty 3165.279067 = -2047773.906644
  nChanged 176
		SP:Iteration 12Q (68370.900000 sec): 3 clusters
  Score: Raw -2051045.550236 + Penalty 3165.279067 = -2047880.271169
  nChanged 118
		SP:Iteration 13Q (68371.190000 sec): 3 clusters
  Score: Raw -2051099.639609 + Penalty 3165.279067 = -2047934.360542
  nChanged 82
		SP:Iteration 14Q (68371.490000 sec): 3 clusters
  Score: Raw -2051125.189420 + Penalty 3165.279067 = -2047959.910353
  nChanged 51
		SP:Iteration 15Q (68371.780000 sec): 3 clusters
  Score: Raw -2051142.011828 + Penalty 3165.279067 = -2047976.732761
  nChanged 47
		SP:Iteration 16Q (68372.080000 sec): 3 clusters
  Score: Raw -2051154.409678 + Penalty 3165.279067 = -2047989.130611
  nChanged 35
		SP:Iteration 17Q (68372.370000 sec): 3 clusters
  Score: Raw -2051161.516733 + Penalty 3165.279067 = -2047996.237666
  nChanged 23
		SP:Iteration 18Q (68372.670000 sec): 3 clusters
  Score: Raw -2051165.673561 + Penalty 3165.279067 = -2048000.394494
  nChanged 13
		SP:Iteration 19Q (68372.920000 sec): 3 clusters
  Score: Raw -2051167.674890 + Penalty 3165.279067 = -2048002.395823
  nChanged 8
		SP:Iteration 20F (68373.220000 sec): 3 clusters
  Score: Raw -2051170.238896 + Penalty 3165.279067 = -2048004.959829
  nChanged 12
		SP:Iteration 21Q (68373.510000 sec): 3 clusters
  Score: Raw -2051172.114892 + Penalty 3165.279067 = -2048006.835825
  nChanged 7
		SP:Iteration 22Q (68373.670000 sec): 3 clusters
  Score: Raw -2051172.982105 + Penalty 3165.279067 = -2048007.703038
  nChanged 2
		SP:Iteration 23Q (68373.980000 sec): 3 clusters
  Score: Raw -2051173.206585 + Penalty 3165.279067 = -2048007.927518
  nChanged 3
		SP:Iteration 24Q (68374.270000 sec): 3 clusters
  Score: Raw -2051173.674205 + Penalty 3165.279067 = -2048008.395138
  nChanged 6
		SP:Iteration 25Q (68374.570000 sec): 3 clusters
  Score: Raw -2051174.255591 + Penalty 3165.279067 = -2048008.976524
  nChanged 2
		SP:Iteration 26Q (68374.860000 sec): 3 clusters
  Score: Raw -2051174.388662 + Penalty 3165.279067 = -2048009.109595
  nChanged 2
		SP:Iteration 27Q (68375.160000 sec): 3 clusters
  Score: Raw -2051174.639591 + Penalty 3165.279067 = -2048009.360524
  nChanged 2
		SP:Iteration 28Q (68375.450000 sec): 3 clusters
  Score: Raw -2051174.849129 + Penalty 3165.279067 = -2048009.570062
  nChanged 2
		SP:Iteration 29Q (68375.750000 sec): 3 clusters
  Score: Raw -2051174.969147 + Penalty 3165.279067 = -2048009.690080
  nChanged 1
		SP:Iteration 30Q (68376.060000 sec): 3 clusters
  Score: Raw -2051175.100548 + Penalty 3165.279067 = -2048009.821481
  nChanged 1
		SP:Iteration 31Q (68376.280000 sec): 3 clusters
  Score: Raw -2051175.200434 + Penalty 3165.279067 = -2048009.921367
  nChanged 1
		SP:Iteration 32Q (68376.530000 sec): 3 clusters
  Score: Raw -2051175.385533 + Penalty 3165.279067 = -2048010.106466
  nChanged 3
		SP:Iteration 33Q (68376.830000 sec): 3 clusters
  Score: Raw -2051175.820839 + Penalty 3165.279067 = -2048010.541772
  nChanged 4
		SP:Iteration 34Q (68377.130000 sec): 3 clusters
  Score: Raw -2051176.244585 + Penalty 3165.279067 = -2048010.965518
  nChanged 5
		SP:Iteration 35Q (68377.420000 sec): 3 clusters
  Score: Raw -2051177.168222 + Penalty 3165.279067 = -2048011.889155
  nChanged 7
		SP:Iteration 36Q (68377.720000 sec): 3 clusters
  Score: Raw -2051178.009276 + Penalty 3165.279067 = -2048012.730209
  nChanged 5
		SP:Iteration 37Q (68378.020000 sec): 3 clusters
  Score: Raw -2051178.661337 + Penalty 3165.279067 = -2048013.382270
  nChanged 4
		SP:Iteration 38Q (68378.270000 sec): 3 clusters
  Score: Raw -2051178.996753 + Penalty 3165.279067 = -2048013.717686
  nChanged 2
		SP:Iteration 39Q (68378.530000 sec): 3 clusters
  Score: Raw -2051179.161364 + Penalty 3165.279067 = -2048013.882297
  nChanged 0
		SP:Iteration 40F (68378.830000 sec): 3 clusters
  Score: Raw -2051179.161364 + Penalty 3165.279067 = -2048013.882297
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 50 (521 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (68378.910000 sec): 2 clusters
  Score: Raw -63580.827223 + Penalty 1016.559382 = -62564.267841
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (68379.060000 sec): 3 clusters
  Score: Raw -63492.911019 + Penalty 2033.118764 = -61459.792255
  nChanged 117
		SP:Iteration 1F (68379.220000 sec): 3 clusters
  Score: Raw -63674.162505 + Penalty 2033.118764 = -61641.043742
  nChanged 27
		SP:Iteration 2F (68379.230000 sec): 3 clusters
  Score: Raw -63718.290004 + Penalty 2033.118764 = -61685.171241
  nChanged 13
		SP:Iteration 3Q (68379.240000 sec): 3 clusters
  Score: Raw -63738.767461 + Penalty 2033.118764 = -61705.648698
  nChanged 5
		SP:Iteration 4Q (68379.250000 sec): 3 clusters
  Score: Raw -63745.290994 + Penalty 2033.118764 = -61712.172230
  nChanged 1
		SP:Iteration 5Q (68379.260000 sec): 3 clusters
  Score: Raw -63746.325859 + Penalty 2033.118764 = -61713.207095
  nChanged 1
		SP:Iteration 6Q (68379.280000 sec): 3 clusters
  Score: Raw -63747.561036 + Penalty 2033.118764 = -61714.442273
  nChanged 1
		SP:Iteration 7Q (68379.300000 sec): 3 clusters
  Score: Raw -63749.874569 + Penalty 2033.118764 = -61716.755806
  nChanged 0
		SP:Iteration 8F (68379.310000 sec): 3 clusters
  Score: Raw -63749.874569 + Penalty 2033.118764 = -61716.755806
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 51 (12463 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (68379.530000 sec): 2 clusters
  Score: Raw -1583419.369128 + Penalty 1532.459424 = -1581886.909704
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (68379.780000 sec): 3 clusters
  Score: Raw -1576233.296550 + Penalty 3064.918848 = -1573168.377701
  nChanged 5351
		SP:Iteration 1F (68379.990000 sec): 3 clusters
  Score: Raw -1579075.404310 + Penalty 3064.918848 = -1576010.485461
  nChanged 629
		SP:Iteration 2F (68380.190000 sec): 3 clusters
  Score: Raw -1579286.623804 + Penalty 3064.918848 = -1576221.704956
  nChanged 498
		SP:Iteration 3Q (68380.480000 sec): 3 clusters
  Score: Raw -1579457.226592 + Penalty 3064.918848 = -1576392.307744
  nChanged 450
		SP:Iteration 4Q (68380.730000 sec): 3 clusters
  Score: Raw -1579607.284741 + Penalty 3064.918848 = -1576542.365893
  nChanged 428
		SP:Iteration 5Q (68380.980000 sec): 3 clusters
  Score: Raw -1579775.871831 + Penalty 3064.918848 = -1576710.952983
  nChanged 474
		SP:Iteration 6Q (68381.210000 sec): 3 clusters
  Score: Raw -1579972.448148 + Penalty 3064.918848 = -1576907.529300
  nChanged 510
		SP:Iteration 7Q (68381.520000 sec): 3 clusters
  Score: Raw -1580191.523054 + Penalty 3064.918848 = -1577126.604206
  nChanged 544
		SP:Iteration 8Q (68381.770000 sec): 3 clusters
  Score: Raw -1580473.697675 + Penalty 3064.918848 = -1577408.778827
  nChanged 648
		SP:Iteration 9F (68381.980000 sec): 3 clusters
  Score: Raw -1580875.270813 + Penalty 3064.918848 = -1577810.351965
  nChanged 751
		SP:Iteration 10F (68382.230000 sec): 3 clusters
  Score: Raw -1581442.735033 + Penalty 3064.918848 = -1578377.816185
  nChanged 749
		SP:Iteration 11F (68382.480000 sec): 3 clusters
  Score: Raw -1582056.991452 + Penalty 3064.918848 = -1578992.072603
  nChanged 641
		SP:Iteration 12F (68382.690000 sec): 3 clusters
  Score: Raw -1582640.974060 + Penalty 3064.918848 = -1579576.055211
  nChanged 447
		SP:Iteration 13Q (68382.980000 sec): 3 clusters
  Score: Raw -1583069.683129 + Penalty 3064.918848 = -1580004.764281
  nChanged 272
		SP:Iteration 14Q (68383.190000 sec): 3 clusters
  Score: Raw -1583343.540994 + Penalty 3064.918848 = -1580278.622145
  nChanged 118
		SP:Iteration 15Q (68383.390000 sec): 3 clusters
  Score: Raw -1583473.560660 + Penalty 3064.918848 = -1580408.641811
  nChanged 54
		SP:Iteration 16Q (68383.590000 sec): 3 clusters
  Score: Raw -1583539.691028 + Penalty 3064.918848 = -1580474.772180
  nChanged 24
		SP:Iteration 17Q (68383.800000 sec): 3 clusters
  Score: Raw -1583568.606059 + Penalty 3064.918848 = -1580503.687211
  nChanged 11
		SP:Iteration 18Q (68384.000000 sec): 3 clusters
  Score: Raw -1583585.762609 + Penalty 3064.918848 = -1580520.843761
  nChanged 8
		SP:Iteration 19Q (68384.200000 sec): 3 clusters
  Score: Raw -1583596.893008 + Penalty 3064.918848 = -1580531.974159
  nChanged 4
		SP:Iteration 20F (68384.450000 sec): 3 clusters
  Score: Raw -1583602.695905 + Penalty 3064.918848 = -1580537.777057
  nChanged 8
		SP:Iteration 21Q (68384.680000 sec): 3 clusters
  Score: Raw -1583612.966206 + Penalty 3064.918848 = -1580548.047357
  nChanged 2
		SP:Iteration 22Q (68384.950000 sec): 3 clusters
  Score: Raw -1583616.714219 + Penalty 3064.918848 = -1580551.795370
  nChanged 4
		SP:Iteration 23Q (68385.160000 sec): 3 clusters
  Score: Raw -1583622.712738 + Penalty 3064.918848 = -1580557.793889
  nChanged 3
		SP:Iteration 24Q (68385.320000 sec): 3 clusters
  Score: Raw -1583627.419590 + Penalty 3064.918848 = -1580562.500742
  nChanged 2
		SP:Iteration 25Q (68385.540000 sec): 3 clusters
  Score: Raw -1583630.814890 + Penalty 3064.918848 = -1580565.896042
  nChanged 2
		SP:Iteration 26Q (68385.790000 sec): 3 clusters
  Score: Raw -1583635.547911 + Penalty 3064.918848 = -1580570.629062
  nChanged 4
		SP:Iteration 27Q (68386.040000 sec): 3 clusters
  Score: Raw -1583646.696426 + Penalty 3064.918848 = -1580581.777578
  nChanged 2
		SP:Iteration 28Q (68386.210000 sec): 3 clusters
  Score: Raw -1583651.876890 + Penalty 3064.918848 = -1580586.958041
  nChanged 4
		SP:Iteration 29Q (68386.500000 sec): 3 clusters
  Score: Raw -1583656.506070 + Penalty 3064.918848 = -1580591.587222
  nChanged 3
		SP:Iteration 30Q (68386.720000 sec): 3 clusters
  Score: Raw -1583659.079702 + Penalty 3064.918848 = -1580594.160854
  nChanged 0
		SP:Iteration 31F (68386.970000 sec): 3 clusters
  Score: Raw -1583659.079702 + Penalty 3064.918848 = -1580594.160854
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 52 (161 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (68387.030000 sec): 2 clusters
  Score: Raw -12902.824623 + Penalty 825.728209 = -12077.096414
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (68387.200000 sec): 3 clusters
  Score: Raw -13113.513002 + Penalty 1651.456419 = -11462.056583
  nChanged 24
		SP:Iteration 1F (68387.380000 sec): 3 clusters
  Score: Raw -13242.851532 + Penalty 1651.456419 = -11591.395113
  nChanged 5
		SP:Iteration 2Q (68387.550000 sec): 3 clusters
  Score: Raw -13258.369938 + Penalty 1651.456419 = -11606.913519
  nChanged 5
		SP:Iteration 3Q (68387.730000 sec): 3 clusters
  Score: Raw -13301.576370 + Penalty 1651.456419 = -11650.119952
  nChanged 3
		SP:Iteration 4Q (68387.910000 sec): 3 clusters
  Score: Raw -13320.656000 + Penalty 1651.456419 = -11669.199581
  nChanged 2
		SP:Iteration 5Q (68388.080000 sec): 3 clusters
  Score: Raw -13346.609819 + Penalty 1651.456419 = -11695.153400
  nChanged 2
		SP:Iteration 6Q (68388.260000 sec): 3 clusters
  Score: Raw -13375.120603 + Penalty 1651.456419 = -11723.664185
  nChanged 0
		SP:Iteration 7F (68388.430000 sec): 3 clusters
  Score: Raw -13375.120603 + Penalty 1651.456419 = -11723.664185
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 53 (564 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (68388.520000 sec): 2 clusters
  Score: Raw -60894.343474 + Penalty 1029.446316 = -59864.897158
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (68388.700000 sec): 3 clusters
  Score: Raw -60818.668211 + Penalty 2058.892632 = -58759.775580
  nChanged 135
		SP:Iteration 1F (68388.870000 sec): 3 clusters
  Score: Raw -61055.015891 + Penalty 2058.892632 = -58996.123259
  nChanged 43
		SP:Iteration 2F (68389.030000 sec): 3 clusters
  Score: Raw -61151.626184 + Penalty 2058.892632 = -59092.733552
  nChanged 21
		SP:Iteration 3Q (68389.040000 sec): 3 clusters
  Score: Raw -61183.608661 + Penalty 2058.892632 = -59124.716029
  nChanged 9
		SP:Iteration 4Q (68389.050000 sec): 3 clusters
  Score: Raw -61196.487807 + Penalty 2058.892632 = -59137.595175
  nChanged 3
		SP:Iteration 5Q (68389.070000 sec): 3 clusters
  Score: Raw -61202.031903 + Penalty 2058.892632 = -59143.139271
  nChanged 4
		SP:Iteration 6Q (68389.080000 sec): 3 clusters
  Score: Raw -61209.643500 + Penalty 2058.892632 = -59150.750869
  nChanged 6
		SP:Iteration 7Q (68389.100000 sec): 3 clusters
  Score: Raw -61226.343461 + Penalty 2058.892632 = -59167.450829
  nChanged 4
		SP:Iteration 8Q (68389.110000 sec): 3 clusters
  Score: Raw -61239.410266 + Penalty 2058.892632 = -59180.517634
  nChanged 4
		SP:Iteration 9Q (68389.130000 sec): 3 clusters
  Score: Raw -61254.073871 + Penalty 2058.892632 = -59195.181239
  nChanged 4
		SP:Iteration 10Q (68389.140000 sec): 3 clusters
  Score: Raw -61262.307814 + Penalty 2058.892632 = -59203.415183
  nChanged 4
		SP:Iteration 11Q (68389.160000 sec): 3 clusters
  Score: Raw -61266.683623 + Penalty 2058.892632 = -59207.790991
  nChanged 4
		SP:Iteration 12Q (68389.170000 sec): 3 clusters
  Score: Raw -61273.568393 + Penalty 2058.892632 = -59214.675762
  nChanged 5
		SP:Iteration 13Q (68389.190000 sec): 3 clusters
  Score: Raw -61284.840261 + Penalty 2058.892632 = -59225.947629
  nChanged 4
		SP:Iteration 14Q (68389.210000 sec): 3 clusters
  Score: Raw -61294.858956 + Penalty 2058.892632 = -59235.966324
  nChanged 6
		SP:Iteration 15Q (68389.230000 sec): 3 clusters
  Score: Raw -61304.030108 + Penalty 2058.892632 = -59245.137476
  nChanged 5
		SP:Iteration 16Q (68389.240000 sec): 3 clusters
  Score: Raw -61310.596903 + Penalty 2058.892632 = -59251.704271
  nChanged 1
		SP:Iteration 17Q (68389.260000 sec): 3 clusters
  Score: Raw -61311.970760 + Penalty 2058.892632 = -59253.078128
  nChanged 0
		SP:Iteration 18F (68389.270000 sec): 3 clusters
  Score: Raw -61311.970760 + Penalty 2058.892632 = -59253.078128
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 54 (2125 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (68389.330000 sec): 2 clusters
  Score: Raw -238178.490073 + Penalty 1244.998151 = -236933.491922
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (68389.370000 sec): 3 clusters
  Score: Raw -237279.140713 + Penalty 2489.996301 = -234789.144411
  nChanged 790
		SP:Iteration 1F (68389.410000 sec): 3 clusters
  Score: Raw -237974.091797 + Penalty 2489.996301 = -235484.095495
  nChanged 203
		SP:Iteration 2F (68389.460000 sec): 3 clusters
  Score: Raw -238233.450666 + Penalty 2489.996301 = -235743.454365
  nChanged 141
		SP:Iteration 3F (68389.500000 sec): 3 clusters
  Score: Raw -238385.893476 + Penalty 2489.996301 = -235895.897175
  nChanged 83
		SP:Iteration 4Q (68389.540000 sec): 3 clusters
  Score: Raw -238450.610398 + Penalty 2489.996301 = -235960.614097
  nChanged 69
		SP:Iteration 5Q (68389.580000 sec): 3 clusters
  Score: Raw -238507.290416 + Penalty 2489.996301 = -236017.294114
  nChanged 57
		SP:Iteration 6Q (68389.620000 sec): 3 clusters
  Score: Raw -238556.273490 + Penalty 2489.996301 = -236066.277189
  nChanged 49
		SP:Iteration 7Q (68389.660000 sec): 3 clusters
  Score: Raw -238603.291238 + Penalty 2489.996301 = -236113.294936
  nChanged 52
		SP:Iteration 8Q (68389.700000 sec): 3 clusters
  Score: Raw -238655.540777 + Penalty 2489.996301 = -236165.544475
  nChanged 50
		SP:Iteration 9Q (68389.740000 sec): 3 clusters
  Score: Raw -238697.782239 + Penalty 2489.996301 = -236207.785937
  nChanged 41
		SP:Iteration 10Q (68389.780000 sec): 3 clusters
  Score: Raw -238736.981959 + Penalty 2489.996301 = -236246.985658
  nChanged 32
		SP:Iteration 11Q (68389.830000 sec): 3 clusters
  Score: Raw -238769.110061 + Penalty 2489.996301 = -236279.113760
  nChanged 35
		SP:Iteration 12Q (68389.870000 sec): 3 clusters
  Score: Raw -238803.028859 + Penalty 2489.996301 = -236313.032558
  nChanged 40
		SP:Iteration 13Q (68389.910000 sec): 3 clusters
  Score: Raw -238852.249850 + Penalty 2489.996301 = -236362.253549
  nChanged 36
		SP:Iteration 14Q (68389.950000 sec): 3 clusters
  Score: Raw -238887.030287 + Penalty 2489.996301 = -236397.033986
  nChanged 29
		SP:Iteration 15Q (68389.990000 sec): 3 clusters
  Score: Raw -238915.893012 + Penalty 2489.996301 = -236425.896711
  nChanged 21
		SP:Iteration 16Q (68390.030000 sec): 3 clusters
  Score: Raw -238940.672035 + Penalty 2489.996301 = -236450.675734
  nChanged 14
		SP:Iteration 17Q (68390.070000 sec): 3 clusters
  Score: Raw -238962.287771 + Penalty 2489.996301 = -236472.291470
  nChanged 15
		SP:Iteration 18Q (68390.110000 sec): 3 clusters
  Score: Raw -238979.720544 + Penalty 2489.996301 = -236489.724243
  nChanged 15
		SP:Iteration 19Q (68390.150000 sec): 3 clusters
  Score: Raw -238992.587108 + Penalty 2489.996301 = -236502.590807
  nChanged 15
		SP:Iteration 20F (68390.190000 sec): 3 clusters
  Score: Raw -239009.478718 + Penalty 2489.996301 = -236519.482417
  nChanged 14
		SP:Iteration 21Q (68390.230000 sec): 3 clusters
  Score: Raw -239028.173111 + Penalty 2489.996301 = -236538.176810
  nChanged 15
		SP:Iteration 22Q (68390.270000 sec): 3 clusters
  Score: Raw -239046.330319 + Penalty 2489.996301 = -236556.334017
  nChanged 12
		SP:Iteration 23Q (68390.310000 sec): 3 clusters
  Score: Raw -239054.625800 + Penalty 2489.996301 = -236564.629498
  nChanged 9
		SP:Iteration 24Q (68390.360000 sec): 3 clusters
  Score: Raw -239063.649397 + Penalty 2489.996301 = -236573.653096
  nChanged 10
		SP:Iteration 25Q (68390.400000 sec): 3 clusters
  Score: Raw -239075.728058 + Penalty 2489.996301 = -236585.731757
  nChanged 13
		SP:Iteration 26Q (68390.440000 sec): 3 clusters
  Score: Raw -239087.785048 + Penalty 2489.996301 = -236597.788746
  nChanged 9
		SP:Iteration 27Q (68390.480000 sec): 3 clusters
  Score: Raw -239102.516644 + Penalty 2489.996301 = -236612.520343
  nChanged 14
		SP:Iteration 28Q (68390.520000 sec): 3 clusters
  Score: Raw -239121.747416 + Penalty 2489.996301 = -236631.751115
  nChanged 10
		SP:Iteration 29Q (68390.560000 sec): 3 clusters
  Score: Raw -239133.697766 + Penalty 2489.996301 = -236643.701465
  nChanged 16
		SP:Iteration 30Q (68390.600000 sec): 3 clusters
  Score: Raw -239154.078322 + Penalty 2489.996301 = -236664.082020
  nChanged 17
		SP:Iteration 31Q (68390.650000 sec): 3 clusters
  Score: Raw -239168.066749 + Penalty 2489.996301 = -236678.070448
  nChanged 6
		SP:Iteration 32Q (68390.690000 sec): 3 clusters
  Score: Raw -239170.949240 + Penalty 2489.996301 = -236680.952938
  nChanged 5
		SP:Iteration 33Q (68390.730000 sec): 3 clusters
  Score: Raw -239186.904317 + Penalty 2489.996301 = -236696.908016
  nChanged 3
		SP:Iteration 34Q (68390.770000 sec): 3 clusters
  Score: Raw -239203.854067 + Penalty 2489.996301 = -236713.857766
  nChanged 5
		SP:Iteration 35Q (68390.810000 sec): 3 clusters
  Score: Raw -239209.537139 + Penalty 2489.996301 = -236719.540838
  nChanged 5
		SP:Iteration 36Q (68390.850000 sec): 3 clusters
  Score: Raw -239213.159243 + Penalty 2489.996301 = -236723.162942
  nChanged 0
		SP:Iteration 37F (68390.930000 sec): 3 clusters
  Score: Raw -239217.027060 + Penalty 2489.996301 = -236727.030758
  nChanged 1
		SP:Iteration 38Q (68390.970000 sec): 3 clusters
  Score: Raw -239217.573597 + Penalty 2489.996301 = -236727.577295
  nChanged 1
		SP:Iteration 39Q (68391.010000 sec): 3 clusters
  Score: Raw -239217.789274 + Penalty 2489.996301 = -236727.792972
  nChanged 0
		SP:Iteration 40F (68391.050000 sec): 3 clusters
  Score: Raw -239217.789274 + Penalty 2489.996301 = -236727.792972
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 55 (7158 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (68391.150000 sec): 2 clusters
  Score: Raw -862343.899755 + Penalty 1442.347707 = -860901.552047
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (68391.370000 sec): 3 clusters
  Score: Raw -858498.446614 + Penalty 2884.695415 = -855613.751199
  nChanged 3011
		SP:Iteration 1F (68391.570000 sec): 3 clusters
  Score: Raw -860175.858223 + Penalty 2884.695415 = -857291.162808
  nChanged 507
		SP:Iteration 2F (68391.770000 sec): 3 clusters
  Score: Raw -860489.473025 + Penalty 2884.695415 = -857604.777611
  nChanged 486
		SP:Iteration 3F (68391.970000 sec): 3 clusters
  Score: Raw -860810.905127 + Penalty 2884.695415 = -857926.209712
  nChanged 476
		SP:Iteration 4F (68392.170000 sec): 3 clusters
  Score: Raw -861165.829524 + Penalty 2884.695415 = -858281.134109
  nChanged 471
		SP:Iteration 5F (68392.370000 sec): 3 clusters
  Score: Raw -861536.132009 + Penalty 2884.695415 = -858651.436594
  nChanged 408
		SP:Iteration 6F (68392.580000 sec): 3 clusters
  Score: Raw -861860.126925 + Penalty 2884.695415 = -858975.431510
  nChanged 325
		SP:Iteration 7Q (68392.780000 sec): 3 clusters
  Score: Raw -862090.161576 + Penalty 2884.695415 = -859205.466162
  nChanged 215
		SP:Iteration 8Q (68392.980000 sec): 3 clusters
  Score: Raw -862246.640564 + Penalty 2884.695415 = -859361.945150
  nChanged 149
		SP:Iteration 9Q (68393.180000 sec): 3 clusters
  Score: Raw -862348.717945 + Penalty 2884.695415 = -859464.022531
  nChanged 116
		SP:Iteration 10Q (68393.390000 sec): 3 clusters
  Score: Raw -862424.930758 + Penalty 2884.695415 = -859540.235343
  nChanged 85
		SP:Iteration 11Q (68393.590000 sec): 3 clusters
  Score: Raw -862485.711077 + Penalty 2884.695415 = -859601.015662
  nChanged 71
		SP:Iteration 12Q (68393.790000 sec): 3 clusters
  Score: Raw -862530.136373 + Penalty 2884.695415 = -859645.440958
  nChanged 47
		SP:Iteration 13Q (68393.990000 sec): 3 clusters
  Score: Raw -862551.200391 + Penalty 2884.695415 = -859666.504977
  nChanged 38
		SP:Iteration 14Q (68394.190000 sec): 3 clusters
  Score: Raw -862566.750315 + Penalty 2884.695415 = -859682.054900
  nChanged 23
		SP:Iteration 15Q (68394.400000 sec): 3 clusters
  Score: Raw -862574.331300 + Penalty 2884.695415 = -859689.635886
  nChanged 11
		SP:Iteration 16Q (68394.590000 sec): 3 clusters
  Score: Raw -862578.307838 + Penalty 2884.695415 = -859693.612423
  nChanged 11
		SP:Iteration 17Q (68394.690000 sec): 3 clusters
  Score: Raw -862581.280561 + Penalty 2884.695415 = -859696.585146
  nChanged 6
		SP:Iteration 18Q (68394.880000 sec): 3 clusters
  Score: Raw -862583.539494 + Penalty 2884.695415 = -859698.844079
  nChanged 4
		SP:Iteration 19Q (68395.080000 sec): 3 clusters
  Score: Raw -862585.001832 + Penalty 2884.695415 = -859700.306418
  nChanged 3
		SP:Iteration 20F (68395.280000 sec): 3 clusters
  Score: Raw -862585.958089 + Penalty 2884.695415 = -859701.262675
  nChanged 3
		SP:Iteration 21Q (68395.480000 sec): 3 clusters
  Score: Raw -862588.234744 + Penalty 2884.695415 = -859703.539329
  nChanged 2
		SP:Iteration 22Q (68395.680000 sec): 3 clusters
  Score: Raw -862589.135069 + Penalty 2884.695415 = -859704.439654
  nChanged 2
		SP:Iteration 23Q (68395.880000 sec): 3 clusters
  Score: Raw -862590.203186 + Penalty 2884.695415 = -859705.507772
  nChanged 2
		SP:Iteration 24Q (68396.090000 sec): 3 clusters
  Score: Raw -862590.793747 + Penalty 2884.695415 = -859706.098332
  nChanged 2
		SP:Iteration 25Q (68396.290000 sec): 3 clusters
  Score: Raw -862591.431873 + Penalty 2884.695415 = -859706.736458
  nChanged 2
		SP:Iteration 26Q (68396.490000 sec): 3 clusters
  Score: Raw -862592.312516 + Penalty 2884.695415 = -859707.617102
  nChanged 2
		SP:Iteration 27Q (68396.700000 sec): 3 clusters
  Score: Raw -862593.489774 + Penalty 2884.695415 = -859708.794360
  nChanged 4
		SP:Iteration 28Q (68396.900000 sec): 3 clusters
  Score: Raw -862594.677305 + Penalty 2884.695415 = -859709.981890
  nChanged 4
		SP:Iteration 29Q (68397.100000 sec): 3 clusters
  Score: Raw -862596.287767 + Penalty 2884.695415 = -859711.592352
  nChanged 2
		SP:Iteration 30Q (68397.340000 sec): 3 clusters
  Score: Raw -862597.187793 + Penalty 2884.695415 = -859712.492378
  nChanged 2
		SP:Iteration 31Q (68397.550000 sec): 3 clusters
  Score: Raw -862597.759362 + Penalty 2884.695415 = -859713.063947
  nChanged 3
		SP:Iteration 32Q (68397.740000 sec): 3 clusters
  Score: Raw -862598.836225 + Penalty 2884.695415 = -859714.140810
  nChanged 3
		SP:Iteration 33Q (68397.840000 sec): 3 clusters
  Score: Raw -862599.851100 + Penalty 2884.695415 = -859715.155685
  nChanged 1
		SP:Iteration 34Q (68397.950000 sec): 3 clusters
  Score: Raw -862600.643338 + Penalty 2884.695415 = -859715.947924
  nChanged 1
		SP:Iteration 35Q (68398.050000 sec): 3 clusters
  Score: Raw -862600.913849 + Penalty 2884.695415 = -859716.218435
  nChanged 1
		SP:Iteration 36Q (68398.160000 sec): 3 clusters
  Score: Raw -862601.205961 + Penalty 2884.695415 = -859716.510546
  nChanged 1
		SP:Iteration 37Q (68398.270000 sec): 3 clusters
  Score: Raw -862601.831265 + Penalty 2884.695415 = -859717.135851
  nChanged 1
		SP:Iteration 38Q (68398.460000 sec): 3 clusters
  Score: Raw -862602.553753 + Penalty 2884.695415 = -859717.858338
  nChanged 1
		SP:Iteration 39Q (68398.660000 sec): 3 clusters
  Score: Raw -862603.439047 + Penalty 2884.695415 = -859718.743632
  nChanged 4
		SP:Iteration 40F (68398.860000 sec): 3 clusters
  Score: Raw -862605.784658 + Penalty 2884.695415 = -859721.089243
  nChanged 5
		SP:Iteration 41Q (68399.070000 sec): 3 clusters
  Score: Raw -862606.976724 + Penalty 2884.695415 = -859722.281310
  nChanged 3
		SP:Iteration 42Q (68399.270000 sec): 3 clusters
  Score: Raw -862607.771486 + Penalty 2884.695415 = -859723.076071
  nChanged 1
		SP:Iteration 43Q (68399.470000 sec): 3 clusters
  Score: Raw -862607.933852 + Penalty 2884.695415 = -859723.238438
  nChanged 0
		SP:Iteration 44F (68399.670000 sec): 3 clusters
  Score: Raw -862607.933852 + Penalty 2884.695415 = -859723.238438
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 57 (3974 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (68399.760000 sec): 2 clusters
  Score: Raw -483882.731677 + Penalty 1346.723369 = -482536.008308
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (68399.940000 sec): 3 clusters
  Score: Raw -481889.542183 + Penalty 2693.446738 = -479196.095445
  nChanged 1563
		SP:Iteration 1F (68400.110000 sec): 3 clusters
  Score: Raw -482752.420207 + Penalty 2693.446738 = -480058.973470
  nChanged 287
		SP:Iteration 2F (68400.290000 sec): 3 clusters
  Score: Raw -482919.682371 + Penalty 2693.446738 = -480226.235634
  nChanged 227
		SP:Iteration 3F (68400.460000 sec): 3 clusters
  Score: Raw -483060.836489 + Penalty 2693.446738 = -480367.389752
  nChanged 180
		SP:Iteration 4Q (68400.640000 sec): 3 clusters
  Score: Raw -483171.646468 + Penalty 2693.446738 = -480478.199730
  nChanged 167
		SP:Iteration 5Q (68400.820000 sec): 3 clusters
  Score: Raw -483272.813096 + Penalty 2693.446738 = -480579.366358
  nChanged 145
		SP:Iteration 6Q (68400.990000 sec): 3 clusters
  Score: Raw -483361.598189 + Penalty 2693.446738 = -480668.151452
  nChanged 136
		SP:Iteration 7Q (68401.170000 sec): 3 clusters
  Score: Raw -483454.477618 + Penalty 2693.446738 = -480761.030881
  nChanged 137
		SP:Iteration 8Q (68401.340000 sec): 3 clusters
  Score: Raw -483544.143144 + Penalty 2693.446738 = -480850.696406
  nChanged 114
		SP:Iteration 9Q (68401.520000 sec): 3 clusters
  Score: Raw -483613.871867 + Penalty 2693.446738 = -480920.425130
  nChanged 100
		SP:Iteration 10Q (68401.700000 sec): 3 clusters
  Score: Raw -483682.726919 + Penalty 2693.446738 = -480989.280181
  nChanged 110
		SP:Iteration 11Q (68401.870000 sec): 3 clusters
  Score: Raw -483757.973238 + Penalty 2693.446738 = -481064.526500
  nChanged 95
		SP:Iteration 12Q (68402.050000 sec): 3 clusters
  Score: Raw -483825.122250 + Penalty 2693.446738 = -481131.675513
  nChanged 62
		SP:Iteration 13Q (68402.220000 sec): 3 clusters
  Score: Raw -483873.508694 + Penalty 2693.446738 = -481180.061957
  nChanged 50
		SP:Iteration 14Q (68402.400000 sec): 3 clusters
  Score: Raw -483909.622485 + Penalty 2693.446738 = -481216.175748
  nChanged 40
		SP:Iteration 15Q (68402.580000 sec): 3 clusters
  Score: Raw -483936.696713 + Penalty 2693.446738 = -481243.249976
  nChanged 28
		SP:Iteration 16Q (68402.750000 sec): 3 clusters
  Score: Raw -483952.927853 + Penalty 2693.446738 = -481259.481115
  nChanged 20
		SP:Iteration 17Q (68402.930000 sec): 3 clusters
  Score: Raw -483964.973286 + Penalty 2693.446738 = -481271.526548
  nChanged 21
		SP:Iteration 18Q (68403.030000 sec): 3 clusters
  Score: Raw -483977.352705 + Penalty 2693.446738 = -481283.905968
  nChanged 17
		SP:Iteration 19Q (68403.110000 sec): 3 clusters
  Score: Raw -483990.262127 + Penalty 2693.446738 = -481296.815389
  nChanged 17
		SP:Iteration 20F (68403.180000 sec): 3 clusters
  Score: Raw -484002.097618 + Penalty 2693.446738 = -481308.650880
  nChanged 11
		SP:Iteration 21Q (68403.260000 sec): 3 clusters
  Score: Raw -484008.295756 + Penalty 2693.446738 = -481314.849018
  nChanged 6
		SP:Iteration 22Q (68403.330000 sec): 3 clusters
  Score: Raw -484011.992080 + Penalty 2693.446738 = -481318.545342
  nChanged 4
		SP:Iteration 23Q (68403.410000 sec): 3 clusters
  Score: Raw -484013.984600 + Penalty 2693.446738 = -481320.537863
  nChanged 3
		SP:Iteration 24Q (68403.480000 sec): 3 clusters
  Score: Raw -484015.950682 + Penalty 2693.446738 = -481322.503944
  nChanged 3
		SP:Iteration 25Q (68403.600000 sec): 3 clusters
  Score: Raw -484018.905356 + Penalty 2693.446738 = -481325.458619
  nChanged 6
		SP:Iteration 26Q (68403.780000 sec): 3 clusters
  Score: Raw -484024.504581 + Penalty 2693.446738 = -481331.057844
  nChanged 7
		SP:Iteration 27Q (68403.950000 sec): 3 clusters
  Score: Raw -484028.553694 + Penalty 2693.446738 = -481335.106956
  nChanged 5
		SP:Iteration 28Q (68404.130000 sec): 3 clusters
  Score: Raw -484032.188506 + Penalty 2693.446738 = -481338.741769
  nChanged 7
		SP:Iteration 29Q (68404.300000 sec): 3 clusters
  Score: Raw -484036.501791 + Penalty 2693.446738 = -481343.055053
  nChanged 6
		SP:Iteration 30Q (68404.480000 sec): 3 clusters
  Score: Raw -484040.701586 + Penalty 2693.446738 = -481347.254848
  nChanged 6
		SP:Iteration 31Q (68404.640000 sec): 3 clusters
  Score: Raw -484045.316560 + Penalty 2693.446738 = -481351.869822
  nChanged 6
		SP:Iteration 32Q (68404.830000 sec): 3 clusters
  Score: Raw -484049.650227 + Penalty 2693.446738 = -481356.203490
  nChanged 5
		SP:Iteration 33Q (68405.000000 sec): 3 clusters
  Score: Raw -484052.234215 + Penalty 2693.446738 = -481358.787477
  nChanged 6
		SP:Iteration 34Q (68405.180000 sec): 3 clusters
  Score: Raw -484055.394219 + Penalty 2693.446738 = -481361.947481
  nChanged 2
		SP:Iteration 35Q (68405.260000 sec): 3 clusters
  Score: Raw -484056.801917 + Penalty 2693.446738 = -481363.355179
  nChanged 4
		SP:Iteration 36Q (68405.330000 sec): 3 clusters
  Score: Raw -484059.996832 + Penalty 2693.446738 = -481366.550094
  nChanged 3
		SP:Iteration 37Q (68405.400000 sec): 3 clusters
  Score: Raw -484062.039866 + Penalty 2693.446738 = -481368.593129
  nChanged 3
		SP:Iteration 38Q (68405.480000 sec): 3 clusters
  Score: Raw -484063.618989 + Penalty 2693.446738 = -481370.172251
  nChanged 2
		SP:Iteration 39Q (68405.550000 sec): 3 clusters
  Score: Raw -484066.977085 + Penalty 2693.446738 = -481373.530348
  nChanged 2
		SP:Iteration 40F (68405.630000 sec): 3 clusters
  Score: Raw -484068.331795 + Penalty 2693.446738 = -481374.885057
  nChanged 1
		SP:Iteration 41Q (68405.700000 sec): 3 clusters
  Score: Raw -484069.413824 + Penalty 2693.446738 = -481375.967086
  nChanged 2
		SP:Iteration 42Q (68405.780000 sec): 3 clusters
  Score: Raw -484070.860899 + Penalty 2693.446738 = -481377.414162
  nChanged 2
		SP:Iteration 43Q (68405.850000 sec): 3 clusters
  Score: Raw -484072.745998 + Penalty 2693.446738 = -481379.299260
  nChanged 2
		SP:Iteration 44Q (68405.920000 sec): 3 clusters
  Score: Raw -484074.126145 + Penalty 2693.446738 = -481380.679408
  nChanged 1
		SP:Iteration 45Q (68406.000000 sec): 3 clusters
  Score: Raw -484074.357069 + Penalty 2693.446738 = -481380.910332
  nChanged 1
		SP:Iteration 46Q (68406.070000 sec): 3 clusters
  Score: Raw -484074.734487 + Penalty 2693.446738 = -481381.287750
  nChanged 2
		SP:Iteration 47Q (68406.150000 sec): 3 clusters
  Score: Raw -484076.439709 + Penalty 2693.446738 = -481382.992972
  nChanged 0
		SP:Iteration 48F (68406.220000 sec): 3 clusters
  Score: Raw -484076.439709 + Penalty 2693.446738 = -481382.992972
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 58 (256 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (68406.260000 sec): 2 clusters
  Score: Raw -22397.391739 + Penalty 901.091335 = -21496.300404
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (68406.270000 sec): 3 clusters
  Score: Raw -22484.762912 + Penalty 1802.182669 = -20682.580243
  nChanged 44
		SP:Iteration 1F (68406.280000 sec): 3 clusters
  Score: Raw -22609.253435 + Penalty 1802.182669 = -20807.070766
  nChanged 15
		SP:Iteration 2F (68406.290000 sec): 3 clusters
  Score: Raw -22652.930325 + Penalty 1802.182669 = -20850.747655
  nChanged 9
		SP:Iteration 3Q (68406.300000 sec): 3 clusters
  Score: Raw -22679.174041 + Penalty 1802.182669 = -20876.991372
  nChanged 3
		SP:Iteration 4Q (68406.300000 sec): 3 clusters
  Score: Raw -22688.446455 + Penalty 1802.182669 = -20886.263786
  nChanged 3
		SP:Iteration 5Q (68406.310000 sec): 3 clusters
  Score: Raw -22715.046624 + Penalty 1802.182669 = -20912.863955
  nChanged 2
		SP:Iteration 6Q (68406.320000 sec): 3 clusters
  Score: Raw -22719.809480 + Penalty 1802.182669 = -20917.626811
  nChanged 1
		SP:Iteration 7Q (68406.320000 sec): 3 clusters
  Score: Raw -22725.826290 + Penalty 1802.182669 = -20923.643620
  nChanged 1
		SP:Iteration 8Q (68406.330000 sec): 3 clusters
  Score: Raw -22728.849277 + Penalty 1802.182669 = -20926.666607
  nChanged 0
		SP:Iteration 9F (68406.340000 sec): 3 clusters
  Score: Raw -22728.849277 + Penalty 1802.182669 = -20926.666607
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 59 (216 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (68406.370000 sec): 2 clusters
  Score: Raw -10601.998318 + Penalty 873.482741 = -9728.515577
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (68406.380000 sec): 3 clusters
  Score: Raw -10806.124317 + Penalty 1746.965482 = -9059.158834
  nChanged 53
		SP:Iteration 1F (68406.380000 sec): 3 clusters
  Score: Raw -11051.284634 + Penalty 1746.965482 = -9304.319152
  nChanged 13
		SP:Iteration 2F (68406.390000 sec): 3 clusters
  Score: Raw -11112.198926 + Penalty 1746.965482 = -9365.233443
  nChanged 3
		SP:Iteration 3Q (68406.400000 sec): 3 clusters
  Score: Raw -11130.483367 + Penalty 1746.965482 = -9383.517885
  nChanged 2
		SP:Iteration 4Q (68406.410000 sec): 3 clusters
  Score: Raw -11144.518064 + Penalty 1746.965482 = -9397.552581
  nChanged 1
		SP:Iteration 5Q (68406.420000 sec): 3 clusters
  Score: Raw -11152.040932 + Penalty 1746.965482 = -9405.075449
  nChanged 2
		SP:Iteration 6Q (68406.420000 sec): 3 clusters
  Score: Raw -11172.642543 + Penalty 1746.965482 = -9425.677061
  nChanged 1
		SP:Iteration 7Q (68406.430000 sec): 3 clusters
  Score: Raw -11175.840084 + Penalty 1746.965482 = -9428.874601
  nChanged 1
		SP:Iteration 8Q (68406.440000 sec): 3 clusters
  Score: Raw -11178.105768 + Penalty 1746.965482 = -9431.140285
  nChanged 1
		SP:Iteration 9Q (68406.450000 sec): 3 clusters
  Score: Raw -11180.678739 + Penalty 1746.965482 = -9433.713256
  nChanged 1
		SP:Iteration 10Q (68406.460000 sec): 3 clusters
  Score: Raw -11188.080665 + Penalty 1746.965482 = -9441.115182
  nChanged 1
		SP:Iteration 11Q (68406.460000 sec): 3 clusters
  Score: Raw -11191.459001 + Penalty 1746.965482 = -9444.493519
  nChanged 1
		SP:Iteration 12Q (68406.470000 sec): 3 clusters
  Score: Raw -11208.417268 + Penalty 1746.965482 = -9461.451785
  nChanged 2
		SP:Iteration 13Q (68406.480000 sec): 3 clusters
  Score: Raw -11232.993812 + Penalty 1746.965482 = -9486.028329
  nChanged 1
		SP:Iteration 14Q (68406.490000 sec): 3 clusters
  Score: Raw -11245.566136 + Penalty 1746.965482 = -9498.600653
  nChanged 1
		SP:Iteration 15Q (68406.500000 sec): 3 clusters
  Score: Raw -11256.244839 + Penalty 1746.965482 = -9509.279356
  nChanged 1
		SP:Iteration 16Q (68406.500000 sec): 3 clusters
  Score: Raw -11271.779094 + Penalty 1746.965482 = -9524.813611
  nChanged 2
		SP:Iteration 17Q (68406.510000 sec): 3 clusters
  Score: Raw -11315.720403 + Penalty 1746.965482 = -9568.754920
  nChanged 0
		SP:Iteration 18F (68406.520000 sec): 3 clusters
  Score: Raw -11315.720403 + Penalty 1746.965482 = -9568.754920
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 60 (196 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (68406.570000 sec): 2 clusters
  Score: Raw -22628.838139 + Penalty 857.693632 = -21771.144507
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (68406.750000 sec): 3 clusters
  Score: Raw -22729.329594 + Penalty 1715.387264 = -21013.942330
  nChanged 27
		SP:Iteration 1F (68406.920000 sec): 3 clusters
  Score: Raw -22882.750323 + Penalty 1715.387264 = -21167.363058
  nChanged 13
		SP:Iteration 2F (68407.100000 sec): 3 clusters
  Score: Raw -22964.293641 + Penalty 1715.387264 = -21248.906377
  nChanged 9
		SP:Iteration 3Q (68407.270000 sec): 3 clusters
  Score: Raw -23033.366799 + Penalty 1715.387264 = -21317.979534
  nChanged 4
		SP:Iteration 4Q (68407.450000 sec): 3 clusters
  Score: Raw -23059.380275 + Penalty 1715.387264 = -21343.993010
  nChanged 4
		SP:Iteration 5Q (68407.620000 sec): 3 clusters
  Score: Raw -23099.197986 + Penalty 1715.387264 = -21383.810721
  nChanged 1
		SP:Iteration 6Q (68407.800000 sec): 3 clusters
  Score: Raw -23123.553114 + Penalty 1715.387264 = -21408.165849
  nChanged 2
		SP:Iteration 7Q (68407.810000 sec): 3 clusters
  Score: Raw -23158.577340 + Penalty 1715.387264 = -21443.190076
  nChanged 4
		SP:Iteration 8Q (68407.810000 sec): 3 clusters
  Score: Raw -23290.857798 + Penalty 1715.387264 = -21575.470533
  nChanged 1
		SP:Iteration 9Q (68407.820000 sec): 3 clusters
  Score: Raw -23293.244171 + Penalty 1715.387264 = -21577.856907
  nChanged 1
		SP:Iteration 10Q (68407.820000 sec): 3 clusters
  Score: Raw -23298.722306 + Penalty 1715.387264 = -21583.335042
  nChanged 0
		SP:Iteration 11F (68407.820000 sec): 3 clusters
  Score: Raw -23298.722306 + Penalty 1715.387264 = -21583.335042
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 61 (3865 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (68407.940000 sec): 2 clusters
  Score: Raw -432250.872472 + Penalty 1342.204006 = -430908.668466
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (68408.100000 sec): 3 clusters
  Score: Raw -430342.724124 + Penalty 2684.408012 = -427658.316111
  nChanged 1540
		SP:Iteration 1F (68408.180000 sec): 3 clusters
  Score: Raw -431304.397480 + Penalty 2684.408012 = -428619.989468
  nChanged 323
		SP:Iteration 2F (68408.250000 sec): 3 clusters
  Score: Raw -431554.668127 + Penalty 2684.408012 = -428870.260115
  nChanged 263
		SP:Iteration 3F (68408.320000 sec): 3 clusters
  Score: Raw -431774.511841 + Penalty 2684.408012 = -429090.103829
  nChanged 236
		SP:Iteration 4F (68408.390000 sec): 3 clusters
  Score: Raw -431972.443179 + Penalty 2684.408012 = -429288.035166
  nChanged 203
		SP:Iteration 5F (68408.460000 sec): 3 clusters
  Score: Raw -432176.234393 + Penalty 2684.408012 = -429491.826381
  nChanged 215
		SP:Iteration 6F (68408.540000 sec): 3 clusters
  Score: Raw -432411.642116 + Penalty 2684.408012 = -429727.234104
  nChanged 185
		SP:Iteration 7Q (68408.700000 sec): 3 clusters
  Score: Raw -432612.292695 + Penalty 2684.408012 = -429927.884682
  nChanged 136
		SP:Iteration 8Q (68408.880000 sec): 3 clusters
  Score: Raw -432735.986789 + Penalty 2684.408012 = -430051.578777
  nChanged 95
		SP:Iteration 9Q (68409.060000 sec): 3 clusters
  Score: Raw -432815.198448 + Penalty 2684.408012 = -430130.790435
  nChanged 74
		SP:Iteration 10Q (68409.230000 sec): 3 clusters
  Score: Raw -432867.285839 + Penalty 2684.408012 = -430182.877827
  nChanged 45
		SP:Iteration 11Q (68409.410000 sec): 3 clusters
  Score: Raw -432904.783479 + Penalty 2684.408012 = -430220.375466
  nChanged 45
		SP:Iteration 12Q (68409.580000 sec): 3 clusters
  Score: Raw -432939.976505 + Penalty 2684.408012 = -430255.568493
  nChanged 31
		SP:Iteration 13Q (68409.760000 sec): 3 clusters
  Score: Raw -432958.167664 + Penalty 2684.408012 = -430273.759652
  nChanged 21
		SP:Iteration 14Q (68409.940000 sec): 3 clusters
  Score: Raw -432967.303845 + Penalty 2684.408012 = -430282.895832
  nChanged 10
		SP:Iteration 15Q (68410.110000 sec): 3 clusters
  Score: Raw -432975.219219 + Penalty 2684.408012 = -430290.811207
  nChanged 11
		SP:Iteration 16Q (68410.290000 sec): 3 clusters
  Score: Raw -432980.503146 + Penalty 2684.408012 = -430296.095134
  nChanged 7
		SP:Iteration 17Q (68410.460000 sec): 3 clusters
  Score: Raw -432983.636942 + Penalty 2684.408012 = -430299.228930
  nChanged 9
		SP:Iteration 18Q (68410.640000 sec): 3 clusters
  Score: Raw -432987.106277 + Penalty 2684.408012 = -430302.698264
  nChanged 1
		SP:Iteration 19Q (68410.820000 sec): 3 clusters
  Score: Raw -432987.824225 + Penalty 2684.408012 = -430303.416212
  nChanged 3
		SP:Iteration 20F (68410.990000 sec): 3 clusters
  Score: Raw -432988.787110 + Penalty 2684.408012 = -430304.379098
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 62 (885 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (68411.130000 sec): 2 clusters
  Score: Raw -102578.756024 + Penalty 1102.657992 = -101476.098031
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (68411.320000 sec): 3 clusters
  Score: Raw -102283.806989 + Penalty 2205.315985 = -100078.491004
  nChanged 267
		SP:Iteration 1F (68411.420000 sec): 3 clusters
  Score: Raw -102536.929020 + Penalty 2205.315985 = -100331.613035
  nChanged 75
		SP:Iteration 2F (68411.600000 sec): 3 clusters
  Score: Raw -102619.627312 + Penalty 2205.315985 = -100414.311328
  nChanged 40
		SP:Iteration 3Q (68411.770000 sec): 3 clusters
  Score: Raw -102680.788729 + Penalty 2205.315985 = -100475.472744
  nChanged 29
		SP:Iteration 4Q (68411.950000 sec): 3 clusters
  Score: Raw -102720.765382 + Penalty 2205.315985 = -100515.449398
  nChanged 22
		SP:Iteration 5Q (68412.120000 sec): 3 clusters
  Score: Raw -102740.957712 + Penalty 2205.315985 = -100535.641727
  nChanged 18
		SP:Iteration 6Q (68412.300000 sec): 3 clusters
  Score: Raw -102759.911347 + Penalty 2205.315985 = -100554.595362
  nChanged 14
		SP:Iteration 7Q (68412.480000 sec): 3 clusters
  Score: Raw -102783.947893 + Penalty 2205.315985 = -100578.631908
  nChanged 15
		SP:Iteration 8Q (68412.650000 sec): 3 clusters
  Score: Raw -102804.180433 + Penalty 2205.315985 = -100598.864448
  nChanged 23
		SP:Iteration 9Q (68412.830000 sec): 3 clusters
  Score: Raw -102829.866003 + Penalty 2205.315985 = -100624.550019
  nChanged 17
		SP:Iteration 10Q (68413.000000 sec): 3 clusters
  Score: Raw -102849.117765 + Penalty 2205.315985 = -100643.801780
  nChanged 20
		SP:Iteration 11Q (68413.180000 sec): 3 clusters
  Score: Raw -102873.437250 + Penalty 2205.315985 = -100668.121265
  nChanged 18
		SP:Iteration 12Q (68413.360000 sec): 3 clusters
  Score: Raw -102891.375574 + Penalty 2205.315985 = -100686.059589
  nChanged 13
		SP:Iteration 13Q (68413.540000 sec): 3 clusters
  Score: Raw -102903.979120 + Penalty 2205.315985 = -100698.663136
  nChanged 9
		SP:Iteration 14Q (68413.680000 sec): 3 clusters
  Score: Raw -102914.102661 + Penalty 2205.315985 = -100708.786676
  nChanged 4
		SP:Iteration 15Q (68413.840000 sec): 3 clusters
  Score: Raw -102919.267214 + Penalty 2205.315985 = -100713.951230
  nChanged 7
		SP:Iteration 16Q (68414.000000 sec): 3 clusters
  Score: Raw -102927.855427 + Penalty 2205.315985 = -100722.539442
  nChanged 8
		SP:Iteration 17Q (68414.160000 sec): 3 clusters
  Score: Raw -102933.377954 + Penalty 2205.315985 = -100728.061970
  nChanged 2
		SP:Iteration 18Q (68414.320000 sec): 3 clusters
  Score: Raw -102934.523849 + Penalty 2205.315985 = -100729.207865
  nChanged 1
		SP:Iteration 19Q (68414.480000 sec): 3 clusters
  Score: Raw -102935.252961 + Penalty 2205.315985 = -100729.936976
  nChanged 0
		SP:Iteration 20F (68414.640000 sec): 3 clusters
  Score: Raw -102935.433960 + Penalty 2205.315985 = -100730.117976
  nChanged 1
		SP:Iteration 21Q (68414.810000 sec): 3 clusters
  Score: Raw -102938.036016 + Penalty 2205.315985 = -100732.720031
  nChanged 1
		SP:Iteration 22Q (68414.980000 sec): 3 clusters
  Score: Raw -102942.047801 + Penalty 2205.315985 = -100736.731816
  nChanged 1
		SP:Iteration 23Q (68415.160000 sec): 3 clusters
  Score: Raw -102942.754017 + Penalty 2205.315985 = -100737.438032
  nChanged 0
		SP:Iteration 24F (68415.340000 sec): 3 clusters
  Score: Raw -102942.754017 + Penalty 2205.315985 = -100737.438032
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 63 (10083 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (68415.460000 sec): 2 clusters
  Score: Raw -1216291.724013 + Penalty 1498.023494 = -1214793.700519
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (68415.690000 sec): 3 clusters
  Score: Raw -1210537.236000 + Penalty 2996.046988 = -1207541.189012
  nChanged 4304
		SP:Iteration 1F (68415.870000 sec): 3 clusters
  Score: Raw -1213019.583672 + Penalty 2996.046988 = -1210023.536684
  nChanged 746
		SP:Iteration 2F (68416.060000 sec): 3 clusters
  Score: Raw -1213550.817563 + Penalty 2996.046988 = -1210554.770575
  nChanged 706
		SP:Iteration 3F (68416.290000 sec): 3 clusters
  Score: Raw -1214074.898569 + Penalty 2996.046988 = -1211078.851581
  nChanged 634
		SP:Iteration 4F (68416.470000 sec): 3 clusters
  Score: Raw -1214517.940599 + Penalty 2996.046988 = -1211521.893611
  nChanged 565
		SP:Iteration 5F (68416.650000 sec): 3 clusters
  Score: Raw -1214892.661090 + Penalty 2996.046988 = -1211896.614102
  nChanged 530
		SP:Iteration 6F (68416.840000 sec): 3 clusters
  Score: Raw -1215253.660880 + Penalty 2996.046988 = -1212257.613892
  nChanged 499
		SP:Iteration 7Q (68417.070000 sec): 3 clusters
  Score: Raw -1215581.867346 + Penalty 2996.046988 = -1212585.820358
  nChanged 431
		SP:Iteration 8Q (68417.290000 sec): 3 clusters
  Score: Raw -1215850.002665 + Penalty 2996.046988 = -1212853.955677
  nChanged 364
		SP:Iteration 9Q (68417.510000 sec): 3 clusters
  Score: Raw -1216060.050046 + Penalty 2996.046988 = -1213064.003059
  nChanged 336
		SP:Iteration 10Q (68417.700000 sec): 3 clusters
  Score: Raw -1216242.579422 + Penalty 2996.046988 = -1213246.532434
  nChanged 280
		SP:Iteration 11Q (68417.920000 sec): 3 clusters
  Score: Raw -1216387.164235 + Penalty 2996.046988 = -1213391.117247
  nChanged 229
		SP:Iteration 12Q (68418.100000 sec): 3 clusters
  Score: Raw -1216493.304139 + Penalty 2996.046988 = -1213497.257152
  nChanged 198
		SP:Iteration 13Q (68418.290000 sec): 3 clusters
  Score: Raw -1216578.009496 + Penalty 2996.046988 = -1213581.962508
  nChanged 155
		SP:Iteration 14Q (68418.520000 sec): 3 clusters
  Score: Raw -1216643.906262 + Penalty 2996.046988 = -1213647.859274
  nChanged 131
		SP:Iteration 15Q (68418.700000 sec): 3 clusters
  Score: Raw -1216683.223439 + Penalty 2996.046988 = -1213687.176451
  nChanged 78
		SP:Iteration 16Q (68418.880000 sec): 3 clusters
  Score: Raw -1216700.747909 + Penalty 2996.046988 = -1213704.700921
  nChanged 42
		SP:Iteration 17Q (68419.070000 sec): 3 clusters
  Score: Raw -1216708.049278 + Penalty 2996.046988 = -1213712.002290
  nChanged 33
		SP:Iteration 18Q (68419.300000 sec): 3 clusters
  Score: Raw -1216715.547494 + Penalty 2996.046988 = -1213719.500506
  nChanged 36
		SP:Iteration 19Q (68419.480000 sec): 3 clusters
  Score: Raw -1216722.561754 + Penalty 2996.046988 = -1213726.514766
  nChanged 34
		SP:Iteration 20F (68419.660000 sec): 3 clusters
  Score: Raw -1216728.080240 + Penalty 2996.046988 = -1213732.033252
  nChanged 20
		SP:Iteration 21Q (68419.850000 sec): 3 clusters
  Score: Raw -1216730.776220 + Penalty 2996.046988 = -1213734.729233
  nChanged 10
		SP:Iteration 22Q (68420.070000 sec): 3 clusters
  Score: Raw -1216731.828605 + Penalty 2996.046988 = -1213735.781617
  nChanged 7
		SP:Iteration 23Q (68420.300000 sec): 3 clusters
  Score: Raw -1216732.815454 + Penalty 2996.046988 = -1213736.768466
  nChanged 11
		SP:Iteration 24Q (68420.480000 sec): 3 clusters
  Score: Raw -1216733.859374 + Penalty 2996.046988 = -1213737.812386
  nChanged 5
		SP:Iteration 25Q (68420.660000 sec): 3 clusters
  Score: Raw -1216734.333093 + Penalty 2996.046988 = -1213738.286105
  nChanged 4
		SP:Iteration 26Q (68420.850000 sec): 3 clusters
  Score: Raw -1216734.535993 + Penalty 2996.046988 = -1213738.489005
  nChanged 0
		SP:Iteration 27F (68421.080000 sec): 3 clusters
  Score: Raw -1216734.535993 + Penalty 2996.046988 = -1213738.489005
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 64 (171 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (68421.150000 sec): 2 clusters
  Score: Raw -17196.611638 + Penalty 835.520328 = -16361.091310
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (68421.320000 sec): 3 clusters
  Score: Raw -17371.329676 + Penalty 1671.040656 = -15700.289020
  nChanged 26
		SP:Iteration 1F (68421.500000 sec): 3 clusters
  Score: Raw -17464.366080 + Penalty 1671.040656 = -15793.325424
  nChanged 3
		SP:Iteration 2Q (68421.670000 sec): 3 clusters
  Score: Raw -17486.545776 + Penalty 1671.040656 = -15815.505120
  nChanged 3
		SP:Iteration 3Q (68421.850000 sec): 3 clusters
  Score: Raw -17501.485394 + Penalty 1671.040656 = -15830.444738
  nChanged 4
		SP:Iteration 4Q (68422.030000 sec): 3 clusters
  Score: Raw -17533.463578 + Penalty 1671.040656 = -15862.422922
  nChanged 2
		SP:Iteration 5Q (68422.200000 sec): 3 clusters
  Score: Raw -17554.990933 + Penalty 1671.040656 = -15883.950277
  nChanged 3
		SP:Iteration 6Q (68422.380000 sec): 3 clusters
  Score: Raw -17583.660578 + Penalty 1671.040656 = -15912.619923
  nChanged 3
		SP:Iteration 7Q (68422.550000 sec): 3 clusters
  Score: Raw -17598.338178 + Penalty 1671.040656 = -15927.297522
  nChanged 2
		SP:Iteration 8Q (68422.730000 sec): 3 clusters
  Score: Raw -17610.193273 + Penalty 1671.040656 = -15939.152617
  nChanged 1
		SP:Iteration 9Q (68422.910000 sec): 3 clusters
  Score: Raw -17617.022936 + Penalty 1671.040656 = -15945.982280
  nChanged 0
		SP:Iteration 10F (68423.080000 sec): 3 clusters
  Score: Raw -17617.022936 + Penalty 1671.040656 = -15945.982280
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 65 (257 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (68423.170000 sec): 2 clusters
  Score: Raw -14761.887678 + Penalty 901.724864 = -13860.162814
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (68423.350000 sec): 3 clusters
  Score: Raw -14861.175722 + Penalty 1803.449728 = -13057.725995
  nChanged 49
		SP:Iteration 1F (68423.520000 sec): 3 clusters
  Score: Raw -15038.629548 + Penalty 1803.449728 = -13235.179820
  nChanged 24
		SP:Iteration 2F (68423.710000 sec): 3 clusters
  Score: Raw -15159.853036 + Penalty 1803.449728 = -13356.403308
  nChanged 19
		SP:Iteration 3F (68423.870000 sec): 3 clusters
  Score: Raw -15289.240152 + Penalty 1803.449728 = -13485.790425
  nChanged 10
		SP:Iteration 4Q (68424.050000 sec): 3 clusters
  Score: Raw -15362.120789 + Penalty 1803.449728 = -13558.671062
  nChanged 7
		SP:Iteration 5Q (68424.220000 sec): 3 clusters
  Score: Raw -15433.374687 + Penalty 1803.449728 = -13629.924960
  nChanged 7
		SP:Iteration 6Q (68424.400000 sec): 3 clusters
  Score: Raw -15515.660597 + Penalty 1803.449728 = -13712.210869
  nChanged 4
		SP:Iteration 7Q (68424.570000 sec): 3 clusters
  Score: Raw -15575.276264 + Penalty 1803.449728 = -13771.826536
  nChanged 6
		SP:Iteration 8Q (68424.740000 sec): 3 clusters
  Score: Raw -15662.389488 + Penalty 1803.449728 = -13858.939760
  nChanged 4
		SP:Iteration 9Q (68424.900000 sec): 3 clusters
  Score: Raw -15705.660063 + Penalty 1803.449728 = -13902.210336
  nChanged 1
		SP:Iteration 10Q (68425.070000 sec): 3 clusters
  Score: Raw -15717.797702 + Penalty 1803.449728 = -13914.347975
  nChanged 0
		SP:Iteration 11F (68425.230000 sec): 3 clusters
  Score: Raw -15717.797702 + Penalty 1803.449728 = -13914.347975
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 56.
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 66 (1438 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (68425.290000 sec): 2 clusters
  Score: Raw -172593.890176 + Penalty 1181.538887 = -171412.351289
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (68425.450000 sec): 3 clusters
  Score: Raw -172040.874828 + Penalty 2363.077775 = -169677.797053
  nChanged 458
		SP:Iteration 1F (68425.610000 sec): 3 clusters
  Score: Raw -172382.464794 + Penalty 2363.077775 = -170019.387019
  nChanged 98
		SP:Iteration 2F (68425.770000 sec): 3 clusters
  Score: Raw -172465.336100 + Penalty 2363.077775 = -170102.258325
  nChanged 64
		SP:Iteration 3Q (68425.930000 sec): 3 clusters
  Score: Raw -172522.267922 + Penalty 2363.077775 = -170159.190147
  nChanged 47
		SP:Iteration 4Q (68426.090000 sec): 3 clusters
  Score: Raw -172557.476244 + Penalty 2363.077775 = -170194.398469
  nChanged 36
		SP:Iteration 5Q (68426.250000 sec): 3 clusters
  Score: Raw -172582.187169 + Penalty 2363.077775 = -170219.109394
  nChanged 27
		SP:Iteration 6Q (68426.410000 sec): 3 clusters
  Score: Raw -172601.984416 + Penalty 2363.077775 = -170238.906641
  nChanged 21
		SP:Iteration 7Q (68426.570000 sec): 3 clusters
  Score: Raw -172619.035313 + Penalty 2363.077775 = -170255.957538
  nChanged 13
		SP:Iteration 8Q (68426.730000 sec): 3 clusters
  Score: Raw -172629.771162 + Penalty 2363.077775 = -170266.693387
  nChanged 15
		SP:Iteration 9Q (68426.870000 sec): 3 clusters
  Score: Raw -172639.484640 + Penalty 2363.077775 = -170276.406865
  nChanged 12
		SP:Iteration 10Q (68427.040000 sec): 3 clusters
  Score: Raw -172646.593176 + Penalty 2363.077775 = -170283.515401
  nChanged 8
		SP:Iteration 11Q (68427.210000 sec): 3 clusters
  Score: Raw -172652.555689 + Penalty 2363.077775 = -170289.477914
  nChanged 6
		SP:Iteration 12Q (68427.390000 sec): 3 clusters
  Score: Raw -172656.286250 + Penalty 2363.077775 = -170293.208475
  nChanged 5
		SP:Iteration 13Q (68427.570000 sec): 3 clusters
  Score: Raw -172659.279459 + Penalty 2363.077775 = -170296.201685
  nChanged 6
		SP:Iteration 14Q (68427.740000 sec): 3 clusters
  Score: Raw -172664.979357 + Penalty 2363.077775 = -170301.901582
  nChanged 12
		SP:Iteration 15Q (68427.920000 sec): 3 clusters
  Score: Raw -172673.759281 + Penalty 2363.077775 = -170310.681506
  nChanged 12
		SP:Iteration 16Q (68428.090000 sec): 3 clusters
  Score: Raw -172681.118213 + Penalty 2363.077775 = -170318.040438
  nChanged 6
		SP:Iteration 17Q (68428.150000 sec): 3 clusters
  Score: Raw -172684.640813 + Penalty 2363.077775 = -170321.563038
  nChanged 3
		SP:Iteration 18Q (68428.170000 sec): 3 clusters
  Score: Raw -172688.049974 + Penalty 2363.077775 = -170324.972199
  nChanged 5
		SP:Iteration 19Q (68428.210000 sec): 3 clusters
  Score: Raw -172692.957006 + Penalty 2363.077775 = -170329.879231
  nChanged 4
		SP:Iteration 20F (68428.240000 sec): 3 clusters
  Score: Raw -172696.323817 + Penalty 2363.077775 = -170333.246042
  nChanged 5
		SP:Iteration 21Q (68428.270000 sec): 3 clusters
  Score: Raw -172700.937571 + Penalty 2363.077775 = -170337.859796
  nChanged 3
		SP:Iteration 22Q (68428.310000 sec): 3 clusters
  Score: Raw -172703.764733 + Penalty 2363.077775 = -170340.686958
  nChanged 3
		SP:Iteration 23Q (68428.340000 sec): 3 clusters
  Score: Raw -172704.866634 + Penalty 2363.077775 = -170341.788859
  nChanged 4
		SP:Iteration 24Q (68428.370000 sec): 3 clusters
  Score: Raw -172708.111077 + Penalty 2363.077775 = -170345.033302
  nChanged 5
		SP:Iteration 25Q (68428.400000 sec): 3 clusters
  Score: Raw -172711.783448 + Penalty 2363.077775 = -170348.705673
  nChanged 6
		SP:Iteration 26Q (68428.430000 sec): 3 clusters
  Score: Raw -172714.768172 + Penalty 2363.077775 = -170351.690397
  nChanged 4
		SP:Iteration 27Q (68428.470000 sec): 3 clusters
  Score: Raw -172716.066391 + Penalty 2363.077775 = -170352.988616
  nChanged 1
		SP:Iteration 28Q (68428.500000 sec): 3 clusters
  Score: Raw -172716.832838 + Penalty 2363.077775 = -170353.755063
  nChanged 2
		SP:Iteration 29Q (68428.530000 sec): 3 clusters
  Score: Raw -172718.092988 + Penalty 2363.077775 = -170355.015213
  nChanged 3
		SP:Iteration 30Q (68428.560000 sec): 3 clusters
  Score: Raw -172719.381566 + Penalty 2363.077775 = -170356.303791
  nChanged 2
		SP:Iteration 31Q (68428.590000 sec): 3 clusters
  Score: Raw -172721.251235 + Penalty 2363.077775 = -170358.173460
  nChanged 2
		SP:Iteration 32Q (68428.630000 sec): 3 clusters
  Score: Raw -172722.002794 + Penalty 2363.077775 = -170358.925020
  nChanged 2
		SP:Iteration 33Q (68428.660000 sec): 3 clusters
  Score: Raw -172723.935410 + Penalty 2363.077775 = -170360.857635
  nChanged 3
		SP:Iteration 34Q (68428.690000 sec): 3 clusters
  Score: Raw -172726.365619 + Penalty 2363.077775 = -170363.287844
  nChanged 2
		SP:Iteration 35Q (68428.730000 sec): 3 clusters
  Score: Raw -172727.297505 + Penalty 2363.077775 = -170364.219730
  nChanged 0
		SP:Iteration 36F (68428.760000 sec): 3 clusters
  Score: Raw -172727.297505 + Penalty 2363.077775 = -170364.219730
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 67 (218 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (68428.790000 sec): 2 clusters
  Score: Raw -13337.000074 + Penalty 874.980448 = -12462.019627
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (68428.790000 sec): 3 clusters
  Score: Raw -13474.583452 + Penalty 1749.960895 = -11724.622557
  nChanged 41
		SP:Iteration 1F (68428.800000 sec): 3 clusters
  Score: Raw -13647.996828 + Penalty 1749.960895 = -11898.035932
  nChanged 21
		SP:Iteration 2F (68428.810000 sec): 3 clusters
  Score: Raw -13751.958522 + Penalty 1749.960895 = -12001.997627
  nChanged 7
		SP:Iteration 3Q (68428.820000 sec): 3 clusters
  Score: Raw -13802.046121 + Penalty 1749.960895 = -12052.085226
  nChanged 7
		SP:Iteration 4Q (68428.830000 sec): 3 clusters
  Score: Raw -13852.320470 + Penalty 1749.960895 = -12102.359575
  nChanged 4
		SP:Iteration 5Q (68428.830000 sec): 3 clusters
  Score: Raw -13879.798568 + Penalty 1749.960895 = -12129.837673
  nChanged 5
		SP:Iteration 6Q (68428.840000 sec): 3 clusters
  Score: Raw -13907.259809 + Penalty 1749.960895 = -12157.298913
  nChanged 7
		SP:Iteration 7Q (68428.850000 sec): 3 clusters
  Score: Raw -13938.519750 + Penalty 1749.960895 = -12188.558854
  nChanged 4
		SP:Iteration 8Q (68428.850000 sec): 3 clusters
  Score: Raw -13954.706259 + Penalty 1749.960895 = -12204.745363
  nChanged 2
		SP:Iteration 9Q (68428.860000 sec): 3 clusters
  Score: Raw -13985.317889 + Penalty 1749.960895 = -12235.356994
  nChanged 3
		SP:Iteration 10Q (68428.870000 sec): 3 clusters
  Score: Raw -14025.231190 + Penalty 1749.960895 = -12275.270295
  nChanged 1
		SP:Iteration 11Q (68428.880000 sec): 3 clusters
  Score: Raw -14029.802053 + Penalty 1749.960895 = -12279.841157
  nChanged 2
		SP:Iteration 12Q (68428.890000 sec): 3 clusters
  Score: Raw -14044.194542 + Penalty 1749.960895 = -12294.233647
  nChanged 1
		SP:Iteration 13Q (68428.890000 sec): 3 clusters
  Score: Raw -14049.519070 + Penalty 1749.960895 = -12299.558175
  nChanged 0
		SP:Iteration 14F (68428.900000 sec): 3 clusters
  Score: Raw -14049.719038 + Penalty 1749.960895 = -12299.758142
  nChanged 1
		SP:Iteration 15Q (68428.910000 sec): 3 clusters
  Score: Raw -14057.935590 + Penalty 1749.960895 = -12307.974695
  nChanged 1
		SP:Iteration 16Q (68428.920000 sec): 3 clusters
  Score: Raw -14072.128222 + Penalty 1749.960895 = -12322.167327
  nChanged 2
		SP:Iteration 17Q (68428.930000 sec): 3 clusters
  Score: Raw -14103.897095 + Penalty 1749.960895 = -12353.936199
  nChanged 2
		SP:Iteration 18Q (68428.930000 sec): 3 clusters
  Score: Raw -14123.674901 + Penalty 1749.960895 = -12373.714006
  nChanged 1
		SP:Iteration 19Q (68428.940000 sec): 3 clusters
  Score: Raw -14142.274438 + Penalty 1749.960895 = -12392.313542
  nChanged 1
		SP:Iteration 20F (68428.950000 sec): 3 clusters
  Score: Raw -14164.937856 + Penalty 1749.960895 = -12414.976961
  nChanged 1
		SP:Iteration 21Q (68428.960000 sec): 3 clusters
  Score: Raw -14182.730994 + Penalty 1749.960895 = -12432.770098
  nChanged 2
		SP:Iteration 22Q (68428.970000 sec): 3 clusters
  Score: Raw -14234.629917 + Penalty 1749.960895 = -12484.669021
  nChanged 1
		SP:Iteration 23Q (68428.970000 sec): 3 clusters
  Score: Raw -14272.566268 + Penalty 1749.960895 = -12522.605373
  nChanged 2
		SP:Iteration 24Q (68428.980000 sec): 3 clusters
  Score: Raw -14304.788313 + Penalty 1749.960895 = -12554.827418
  nChanged 1
		SP:Iteration 25Q (68428.990000 sec): 3 clusters
  Score: Raw -14323.307623 + Penalty 1749.960895 = -12573.346727
  nChanged 1
		SP:Iteration 26Q (68428.990000 sec): 3 clusters
  Score: Raw -14335.278244 + Penalty 1749.960895 = -12585.317349
  nChanged 0
		SP:Iteration 27F (68429.000000 sec): 3 clusters
  Score: Raw -14335.278244 + Penalty 1749.960895 = -12585.317349
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 74.
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 68 (1191 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (68429.110000 sec): 2 clusters
  Score: Raw -139345.910727 + Penalty 1150.914143 = -138194.996584
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (68429.170000 sec): 3 clusters
  Score: Raw -138947.090005 + Penalty 2301.828285 = -136645.261720
  nChanged 370
		SP:Iteration 1F (68429.200000 sec): 3 clusters
  Score: Raw -139260.945676 + Penalty 2301.828285 = -136959.117391
  nChanged 88
		SP:Iteration 2F (68429.230000 sec): 3 clusters
  Score: Raw -139350.510779 + Penalty 2301.828285 = -137048.682494
  nChanged 46
		SP:Iteration 3Q (68429.270000 sec): 3 clusters
  Score: Raw -139395.229455 + Penalty 2301.828285 = -137093.401170
  nChanged 30
		SP:Iteration 4Q (68429.300000 sec): 3 clusters
  Score: Raw -139420.938063 + Penalty 2301.828285 = -137119.109778
  nChanged 17
		SP:Iteration 5Q (68429.330000 sec): 3 clusters
  Score: Raw -139431.530439 + Penalty 2301.828285 = -137129.702154
  nChanged 13
		SP:Iteration 6Q (68429.360000 sec): 3 clusters
  Score: Raw -139440.407099 + Penalty 2301.828285 = -137138.578814
  nChanged 8
		SP:Iteration 7Q (68429.390000 sec): 3 clusters
  Score: Raw -139447.778550 + Penalty 2301.828285 = -137145.950265
  nChanged 7
		SP:Iteration 8Q (68429.430000 sec): 3 clusters
  Score: Raw -139454.788250 + Penalty 2301.828285 = -137152.959965
  nChanged 9
		SP:Iteration 9Q (68429.460000 sec): 3 clusters
  Score: Raw -139464.302307 + Penalty 2301.828285 = -137162.474022
  nChanged 12
		SP:Iteration 10Q (68429.490000 sec): 3 clusters
  Score: Raw -139471.535711 + Penalty 2301.828285 = -137169.707426
  nChanged 5
		SP:Iteration 11Q (68429.520000 sec): 3 clusters
  Score: Raw -139475.516101 + Penalty 2301.828285 = -137173.687816
  nChanged 8
		SP:Iteration 12Q (68429.550000 sec): 3 clusters
  Score: Raw -139484.955006 + Penalty 2301.828285 = -137183.126720
  nChanged 8
		SP:Iteration 13Q (68429.580000 sec): 3 clusters
  Score: Raw -139490.639792 + Penalty 2301.828285 = -137188.811507
  nChanged 7
		SP:Iteration 14Q (68429.610000 sec): 3 clusters
  Score: Raw -139495.766800 + Penalty 2301.828285 = -137193.938515
  nChanged 9
		SP:Iteration 15Q (68429.650000 sec): 3 clusters
  Score: Raw -139508.622565 + Penalty 2301.828285 = -137206.794280
  nChanged 15
		SP:Iteration 16Q (68429.680000 sec): 3 clusters
  Score: Raw -139519.899139 + Penalty 2301.828285 = -137218.070854
  nChanged 11
		SP:Iteration 17Q (68429.710000 sec): 3 clusters
  Score: Raw -139529.765486 + Penalty 2301.828285 = -137227.937201
  nChanged 7
		SP:Iteration 18Q (68429.740000 sec): 3 clusters
  Score: Raw -139538.210787 + Penalty 2301.828285 = -137236.382502
  nChanged 12
		SP:Iteration 19Q (68429.770000 sec): 3 clusters
  Score: Raw -139545.803015 + Penalty 2301.828285 = -137243.974730
  nChanged 7
		SP:Iteration 20F (68429.810000 sec): 3 clusters
  Score: Raw -139549.539734 + Penalty 2301.828285 = -137247.711449
  nChanged 7
		SP:Iteration 21Q (68429.840000 sec): 3 clusters
  Score: Raw -139557.462711 + Penalty 2301.828285 = -137255.634426
  nChanged 10
		SP:Iteration 22Q (68429.910000 sec): 3 clusters
  Score: Raw -139564.814687 + Penalty 2301.828285 = -137262.986402
  nChanged 6
		SP:Iteration 23Q (68430.090000 sec): 3 clusters
  Score: Raw -139573.536966 + Penalty 2301.828285 = -137271.708681
  nChanged 7
		SP:Iteration 24Q (68430.260000 sec): 3 clusters
  Score: Raw -139576.854103 + Penalty 2301.828285 = -137275.025818
  nChanged 2
		SP:Iteration 25Q (68430.440000 sec): 3 clusters
  Score: Raw -139578.629783 + Penalty 2301.828285 = -137276.801498
  nChanged 2
		SP:Iteration 26Q (68430.590000 sec): 3 clusters
  Score: Raw -139580.467544 + Penalty 2301.828285 = -137278.639259
  nChanged 5
		SP:Iteration 27Q (68430.790000 sec): 3 clusters
  Score: Raw -139584.423853 + Penalty 2301.828285 = -137282.595568
  nChanged 3
		SP:Iteration 28Q (68430.970000 sec): 3 clusters
  Score: Raw -139585.966546 + Penalty 2301.828285 = -137284.138261
  nChanged 2
		SP:Iteration 29Q (68431.140000 sec): 3 clusters
  Score: Raw -139586.763057 + Penalty 2301.828285 = -137284.934772
  nChanged 0
		SP:Iteration 30F (68431.230000 sec): 3 clusters
  Score: Raw -139586.763057 + Penalty 2301.828285 = -137284.934772
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 69 (242 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (68431.270000 sec): 2 clusters
  Score: Raw -19745.245175 + Penalty 891.952381 = -18853.292794
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (68431.270000 sec): 3 clusters
  Score: Raw -19859.173431 + Penalty 1783.904761 = -18075.268670
  nChanged 47
		SP:Iteration 1F (68431.280000 sec): 3 clusters
  Score: Raw -20010.584312 + Penalty 1783.904761 = -18226.679551
  nChanged 15
		SP:Iteration 2F (68431.290000 sec): 3 clusters
  Score: Raw -20123.525781 + Penalty 1783.904761 = -18339.621020
  nChanged 14
		SP:Iteration 3F (68431.300000 sec): 3 clusters
  Score: Raw -20174.419230 + Penalty 1783.904761 = -18390.514469
  nChanged 12
		SP:Iteration 4Q (68431.310000 sec): 3 clusters
  Score: Raw -20246.203995 + Penalty 1783.904761 = -18462.299234
  nChanged 8
		SP:Iteration 5Q (68431.310000 sec): 3 clusters
  Score: Raw -20284.785737 + Penalty 1783.904761 = -18500.880976
  nChanged 3
		SP:Iteration 6Q (68431.320000 sec): 3 clusters
  Score: Raw -20304.402373 + Penalty 1783.904761 = -18520.497612
  nChanged 3
		SP:Iteration 7Q (68431.330000 sec): 3 clusters
  Score: Raw -20311.617614 + Penalty 1783.904761 = -18527.712853
  nChanged 4
		SP:Iteration 8Q (68431.340000 sec): 3 clusters
  Score: Raw -20339.180118 + Penalty 1783.904761 = -18555.275357
  nChanged 3
		SP:Iteration 9Q (68431.350000 sec): 3 clusters
  Score: Raw -20368.288109 + Penalty 1783.904761 = -18584.383348
  nChanged 2
		SP:Iteration 10Q (68431.350000 sec): 3 clusters
  Score: Raw -20377.103350 + Penalty 1783.904761 = -18593.198589
  nChanged 2
		SP:Iteration 11Q (68431.360000 sec): 3 clusters
  Score: Raw -20395.153968 + Penalty 1783.904761 = -18611.249207
  nChanged 2
		SP:Iteration 12Q (68431.370000 sec): 3 clusters
  Score: Raw -20402.355838 + Penalty 1783.904761 = -18618.451077
  nChanged 1
		SP:Iteration 13Q (68431.380000 sec): 3 clusters
  Score: Raw -20411.786902 + Penalty 1783.904761 = -18627.882141
  nChanged 1
		SP:Iteration 14Q (68431.390000 sec): 3 clusters
  Score: Raw -20419.489298 + Penalty 1783.904761 = -18635.584537
  nChanged 1
		SP:Iteration 15Q (68431.390000 sec): 3 clusters
  Score: Raw -20433.658020 + Penalty 1783.904761 = -18649.753259
  nChanged 0
		SP:Iteration 16F (68431.400000 sec): 3 clusters
  Score: Raw -20433.658020 + Penalty 1783.904761 = -18649.753259
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 70 (41798 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (68431.700000 sec): 2 clusters
  Score: Raw -5034412.065662 + Penalty 1729.098113 = -5032682.967549
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (68432.230000 sec): 3 clusters
  Score: Raw -5008061.770203 + Penalty 3458.196225 = -5004603.573977
  nChanged 19569
		SP:Iteration 1F (68432.650000 sec): 3 clusters
  Score: Raw -5019146.843409 + Penalty 3458.196225 = -5015688.647183
  nChanged 1952
		SP:Iteration 2Q (68433.140000 sec): 3 clusters
  Score: Raw -5019826.737336 + Penalty 3458.196225 = -5016368.541111
  nChanged 1984
		SP:Iteration 3Q (68433.660000 sec): 3 clusters
  Score: Raw -5020624.317492 + Penalty 3458.196225 = -5017166.121266
  nChanged 2087
		SP:Iteration 4Q (68434.190000 sec): 3 clusters
  Score: Raw -5021551.381151 + Penalty 3458.196225 = -5018093.184925
  nChanged 2216
		SP:Iteration 5F (68434.720000 sec): 3 clusters
  Score: Raw -5022700.663712 + Penalty 3458.196225 = -5019242.467486
  nChanged 2449
		SP:Iteration 6F (68435.240000 sec): 3 clusters
  Score: Raw -5024219.467924 + Penalty 3458.196225 = -5020761.271699
  nChanged 2683
		SP:Iteration 7F (68435.760000 sec): 3 clusters
  Score: Raw -5026122.986137 + Penalty 3458.196225 = -5022664.789912
  nChanged 2742
		SP:Iteration 8F (68436.260000 sec): 3 clusters
  Score: Raw -5028319.798377 + Penalty 3458.196225 = -5024861.602152
  nChanged 2579
		SP:Iteration 9F (68436.760000 sec): 3 clusters
  Score: Raw -5030575.402331 + Penalty 3458.196225 = -5027117.206105
  nChanged 2022
		SP:Iteration 10Q (68437.210000 sec): 3 clusters
  Score: Raw -5032475.121773 + Penalty 3458.196225 = -5029016.925547
  nChanged 1410
		SP:Iteration 11Q (68437.670000 sec): 3 clusters
  Score: Raw -5033882.097298 + Penalty 3458.196225 = -5030423.901073
  nChanged 757
		SP:Iteration 12Q (68438.160000 sec): 3 clusters
  Score: Raw -5034643.662917 + Penalty 3458.196225 = -5031185.466691
  nChanged 333
		SP:Iteration 13Q (68438.640000 sec): 3 clusters
  Score: Raw -5035036.435450 + Penalty 3458.196225 = -5031578.239225
  nChanged 145
		SP:Iteration 14Q (68439.120000 sec): 3 clusters
  Score: Raw -5035250.693011 + Penalty 3458.196225 = -5031792.496786
  nChanged 90
		SP:Iteration 15Q (68439.610000 sec): 3 clusters
  Score: Raw -5035383.825630 + Penalty 3458.196225 = -5031925.629404
  nChanged 70
		SP:Iteration 16Q (68440.060000 sec): 3 clusters
  Score: Raw -5035488.755002 + Penalty 3458.196225 = -5032030.558776
  nChanged 50
		SP:Iteration 17Q (68440.580000 sec): 3 clusters
  Score: Raw -5035590.071399 + Penalty 3458.196225 = -5032131.875174
  nChanged 43
		SP:Iteration 18Q (68441.000000 sec): 3 clusters
  Score: Raw -5035705.681842 + Penalty 3458.196225 = -5032247.485617
  nChanged 40
		SP:Iteration 19Q (68441.420000 sec): 3 clusters
  Score: Raw -5035778.860985 + Penalty 3458.196225 = -5032320.664760
  nChanged 24
		SP:Iteration 20F (68441.920000 sec): 3 clusters
  Score: Raw -5035805.932098 + Penalty 3458.196225 = -5032347.735873
  nChanged 19
		SP:Iteration 21Q (68442.400000 sec): 3 clusters
  Score: Raw -5035821.199023 + Penalty 3458.196225 = -5032363.002798
  nChanged 18
		SP:Iteration 22Q (68442.880000 sec): 3 clusters
  Score: Raw -5035832.670977 + Penalty 3458.196225 = -5032374.474752
  nChanged 8
		SP:Iteration 23Q (68443.370000 sec): 3 clusters
  Score: Raw -5035837.559158 + Penalty 3458.196225 = -5032379.362932
  nChanged 1
		SP:Iteration 24Q (68443.810000 sec): 3 clusters
  Score: Raw -5035837.877822 + Penalty 3458.196225 = -5032379.681597
  nChanged 0
		SP:Iteration 25F (68444.290000 sec): 3 clusters
  Score: Raw -5035837.877822 + Penalty 3458.196225 = -5032379.681597
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 71 (214 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (68444.390000 sec): 2 clusters
  Score: Raw -15788.584279 + Penalty 871.971102 = -14916.613176
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (68444.580000 sec): 3 clusters
  Score: Raw -15922.944602 + Penalty 1743.942205 = -14179.002397
  nChanged 41
		SP:Iteration 1F (68444.750000 sec): 3 clusters
  Score: Raw -16048.435065 + Penalty 1743.942205 = -14304.492860
  nChanged 13
		SP:Iteration 2F (68444.930000 sec): 3 clusters
  Score: Raw -16137.896080 + Penalty 1743.942205 = -14393.953875
  nChanged 11
		SP:Iteration 3F (68445.100000 sec): 3 clusters
  Score: Raw -16246.254634 + Penalty 1743.942205 = -14502.312430
  nChanged 7
		SP:Iteration 4Q (68445.280000 sec): 3 clusters
  Score: Raw -16303.520324 + Penalty 1743.942205 = -14559.578119
  nChanged 4
		SP:Iteration 5Q (68445.450000 sec): 3 clusters
  Score: Raw -16319.718644 + Penalty 1743.942205 = -14575.776440
  nChanged 1
		SP:Iteration 6Q (68445.670000 sec): 3 clusters
  Score: Raw -16321.808888 + Penalty 1743.942205 = -14577.866683
  nChanged 0
		SP:Iteration 7F (68445.850000 sec): 3 clusters
  Score: Raw -16321.808888 + Penalty 1743.942205 = -14577.866683
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 72 (500 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (68445.910000 sec): 2 clusters
  Score: Raw -72667.873829 + Penalty 1009.873816 = -71658.000013
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (68445.920000 sec): 3 clusters
  Score: Raw -72614.292630 + Penalty 2019.747632 = -70594.544998
  nChanged 135
		SP:Iteration 1F (68445.930000 sec): 3 clusters
  Score: Raw -72877.313323 + Penalty 2019.747632 = -70857.565691
  nChanged 53
		SP:Iteration 2F (68445.940000 sec): 3 clusters
  Score: Raw -73067.369452 + Penalty 2019.747632 = -71047.621820
  nChanged 45
		SP:Iteration 3F (68445.950000 sec): 3 clusters
  Score: Raw -73287.473820 + Penalty 2019.747632 = -71267.726188
  nChanged 30
		SP:Iteration 4F (68445.960000 sec): 3 clusters
  Score: Raw -73453.088977 + Penalty 2019.747632 = -71433.341345
  nChanged 22
		SP:Iteration 5Q (68445.970000 sec): 3 clusters
  Score: Raw -73527.232007 + Penalty 2019.747632 = -71507.484375
  nChanged 14
		SP:Iteration 6Q (68445.990000 sec): 3 clusters
  Score: Raw -73581.709229 + Penalty 2019.747632 = -71561.961597
  nChanged 12
		SP:Iteration 7Q (68446.000000 sec): 3 clusters
  Score: Raw -73653.346429 + Penalty 2019.747632 = -71633.598797
  nChanged 11
		SP:Iteration 8Q (68446.020000 sec): 3 clusters
  Score: Raw -73696.917897 + Penalty 2019.747632 = -71677.170265
  nChanged 5
		SP:Iteration 9Q (68446.030000 sec): 3 clusters
  Score: Raw -73721.590788 + Penalty 2019.747632 = -71701.843156
  nChanged 6
		SP:Iteration 10Q (68446.050000 sec): 3 clusters
  Score: Raw -73741.034679 + Penalty 2019.747632 = -71721.287047
  nChanged 3
		SP:Iteration 11Q (68446.060000 sec): 3 clusters
  Score: Raw -73750.200126 + Penalty 2019.747632 = -71730.452494
  nChanged 1
		SP:Iteration 12Q (68446.080000 sec): 3 clusters
  Score: Raw -73754.726917 + Penalty 2019.747632 = -71734.979285
  nChanged 2
		SP:Iteration 13Q (68446.090000 sec): 3 clusters
  Score: Raw -73761.532797 + Penalty 2019.747632 = -71741.785165
  nChanged 4
		SP:Iteration 14Q (68446.110000 sec): 3 clusters
  Score: Raw -73768.582379 + Penalty 2019.747632 = -71748.834747
  nChanged 1
		SP:Iteration 15Q (68446.120000 sec): 3 clusters
  Score: Raw -73769.457291 + Penalty 2019.747632 = -71749.709659
  nChanged 1
		SP:Iteration 16Q (68446.140000 sec): 3 clusters
  Score: Raw -73770.437301 + Penalty 2019.747632 = -71750.689669
  nChanged 0
		SP:Iteration 17F (68446.160000 sec): 3 clusters
  Score: Raw -73770.437301 + Penalty 2019.747632 = -71750.689669
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 75.
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 73 (133 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (68446.270000 sec): 2 clusters
  Score: Raw -15200.224583 + Penalty 794.681733 = -14405.542850
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (68446.450000 sec): 3 clusters
  Score: Raw -15433.810890 + Penalty 1589.363467 = -13844.447423
  nChanged 10
		SP:Iteration 1F (68446.620000 sec): 3 clusters
  Score: Raw -15475.381949 + Penalty 1589.363467 = -13886.018482
  nChanged 4
		SP:Iteration 2Q (68446.800000 sec): 3 clusters
  Score: Raw -15522.613762 + Penalty 1589.363467 = -13933.250295
  nChanged 4
		SP:Iteration 3Q (68446.980000 sec): 3 clusters
  Score: Raw -15538.363994 + Penalty 1589.363467 = -13949.000527
  nChanged 4
		SP:Iteration 4Q (68447.150000 sec): 3 clusters
  Score: Raw -15556.705690 + Penalty 1589.363467 = -13967.342223
  nChanged 3
		SP:Iteration 5Q (68447.330000 sec): 3 clusters
  Score: Raw -15566.510065 + Penalty 1589.363467 = -13977.146598
  nChanged 2
		SP:Iteration 6Q (68447.500000 sec): 3 clusters
  Score: Raw -15571.845396 + Penalty 1589.363467 = -13982.481930
  nChanged 0
		SP:Iteration 7F (68447.680000 sec): 3 clusters
  Score: Raw -15571.845396 + Penalty 1589.363467 = -13982.481930
  nChanged 0
Deleting Class 74 (110 points): Lose 1670.558196 but Gain 2224.536093
Iteration 179Q (68605.010000 sec): 75 clusters
  Score: Raw -104749390.176166 + Penalty 164615.670902 = -104584774.505264
  nChanged 2375
Deleting Class 75 (220 points): Lose 2023.718584 but Gain 2224.536093
Iteration 180F (68819.060000 sec): 74 clusters
  Score: Raw -104748849.691165 + Penalty 162391.134809 = -104586458.556356
  nChanged 1432
Iteration 181Q (68972.420000 sec): 74 clusters
  Score: Raw -104749713.893229 + Penalty 162391.134809 = -104587322.758420
  nChanged 970
Iteration 182Q (69126.500000 sec): 74 clusters
  Score: Raw -104750080.502985 + Penalty 162391.134809 = -104587689.368176
  nChanged 763
Iteration 183Q (69279.310000 sec): 74 clusters
  Score: Raw -104750245.062275 + Penalty 162391.134809 = -104587853.927466
  nChanged 652
Iteration 184Q (69432.520000 sec): 74 clusters
  Score: Raw -104750333.103993 + Penalty 162391.134809 = -104587941.969184
  nChanged 533
Iteration 185Q (69584.210000 sec): 74 clusters
  Score: Raw -104750382.725072 + Penalty 162391.134809 = -104587991.590263
  nChanged 458
Iteration 186Q (69735.030000 sec): 74 clusters
  Score: Raw -104750412.169857 + Penalty 162391.134809 = -104588021.035048
  nChanged 388
Iteration 187Q (69887.610000 sec): 74 clusters
  Score: Raw -104750432.623496 + Penalty 162391.134809 = -104588041.488686
  nChanged 363
Iteration 188Q (70041.730000 sec): 74 clusters
  Score: Raw -104750450.556951 + Penalty 162391.134809 = -104588059.422142
  nChanged 329
Iteration 189Q (70194.200000 sec): 74 clusters
  Score: Raw -104750464.933260 + Penalty 162391.134809 = -104588073.798451
  nChanged 314
Iteration 190Q (70348.420000 sec): 74 clusters
  Score: Raw -104750478.953178 + Penalty 162391.134809 = -104588087.818369
  nChanged 336
Iteration 191Q (70502.800000 sec): 74 clusters
  Score: Raw -104750492.413083 + Penalty 162391.134809 = -104588101.278274
  nChanged 320
Iteration 192Q (70656.240000 sec): 74 clusters
  Score: Raw -104750506.726262 + Penalty 162391.134809 = -104588115.591453
  nChanged 312
Iteration 193Q (70809.110000 sec): 74 clusters
  Score: Raw -104750519.243362 + Penalty 162391.134809 = -104588128.108553
  nChanged 296
Iteration 194Q (70961.360000 sec): 74 clusters
  Score: Raw -104750532.429607 + Penalty 162391.134809 = -104588141.294798
  nChanged 273
Iteration 195Q (71115.630000 sec): 74 clusters
  Score: Raw -104750544.808051 + Penalty 162391.134809 = -104588153.673242
  nChanged 253
Iteration 196Q (71269.350000 sec): 74 clusters
  Score: Raw -104750555.304590 + Penalty 162391.134809 = -104588164.169781
  nChanged 215
Iteration 197Q (71422.620000 sec): 74 clusters
  Score: Raw -104750564.077996 + Penalty 162391.134809 = -104588172.943187
  nChanged 184
Iteration 198Q (71576.690000 sec): 74 clusters
  Score: Raw -104750573.690177 + Penalty 162391.134809 = -104588182.555368
  nChanged 172
Iteration 199Q (71727.540000 sec): 74 clusters
  Score: Raw -104750581.452319 + Penalty 162391.134809 = -104588190.317510
  nChanged 153
Iteration 200F (71944.650000 sec): 74 clusters
  Score: Raw -104750612.450149 + Penalty 162391.134809 = -104588221.315340
  nChanged 166
Iteration 201Q (72098.460000 sec): 74 clusters
  Score: Raw -104750648.964338 + Penalty 162391.134809 = -104588257.829529
  nChanged 165
Iteration 202Q (72252.350000 sec): 74 clusters
  Score: Raw -104750675.763898 + Penalty 162391.134809 = -104588284.629089
  nChanged 143
Iteration 203Q (72404.590000 sec): 74 clusters
  Score: Raw -104750691.798130 + Penalty 162391.134809 = -104588300.663321
  nChanged 150
Iteration 204Q (72557.140000 sec): 74 clusters
  Score: Raw -104750703.287346 + Penalty 162391.134809 = -104588312.152537
  nChanged 160
Iteration 205Q (72711.020000 sec): 74 clusters
  Score: Raw -104750712.133297 + Penalty 162391.134809 = -104588320.998488
  nChanged 158
Iteration 206Q (72865.010000 sec): 74 clusters
  Score: Raw -104750720.461915 + Penalty 162391.134809 = -104588329.327106
  nChanged 165
Iteration 207Q (73019.570000 sec): 74 clusters
  Score: Raw -104750727.483994 + Penalty 162391.134809 = -104588336.349185
  nChanged 149
Iteration 208Q (73172.730000 sec): 74 clusters
  Score: Raw -104750734.749241 + Penalty 162391.134809 = -104588343.614432
  nChanged 158
Iteration 209Q (73324.800000 sec): 74 clusters
  Score: Raw -104750742.628676 + Penalty 162391.134809 = -104588351.493867
  nChanged 163
Iteration 210Q (73478.180000 sec): 74 clusters
  Score: Raw -104750750.292209 + Penalty 162391.134809 = -104588359.157400
  nChanged 142
Iteration 211Q (73630.750000 sec): 74 clusters
  Score: Raw -104750756.003249 + Penalty 162391.134809 = -104588364.868440
  nChanged 136
Iteration 212Q (73783.220000 sec): 74 clusters
  Score: Raw -104750762.637195 + Penalty 162391.134809 = -104588371.502385
  nChanged 145
Iteration 213Q (73937.000000 sec): 74 clusters
  Score: Raw -104750768.586143 + Penalty 162391.134809 = -104588377.451334
  nChanged 143
Iteration 214Q (74090.900000 sec): 74 clusters
  Score: Raw -104750774.082097 + Penalty 162391.134809 = -104588382.947288
  nChanged 154
Iteration 215Q (74244.800000 sec): 74 clusters
  Score: Raw -104750780.257202 + Penalty 162391.134809 = -104588389.122393
  nChanged 159
Iteration 216Q (74398.520000 sec): 74 clusters
  Score: Raw -104750787.264340 + Penalty 162391.134809 = -104588396.129530
  nChanged 166
Iteration 217Q (74552.330000 sec): 74 clusters
  Score: Raw -104750793.729496 + Penalty 162391.134809 = -104588402.594686
  nChanged 151
Iteration 218Q (74705.840000 sec): 74 clusters
  Score: Raw -104750800.084304 + Penalty 162391.134809 = -104588408.949495
  nChanged 139
Writing temp clu file 
Because OldScore, -104588402.594686, is greater than current (better) Score,-104588408.949495 
 Compute initial score before splitting:   Score: Raw -104750800.084304 + Penalty 162391.134809 = -104588408.949495
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 1 (384 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (74706.020000 sec): 2 clusters
  Score: Raw -36096.880113 + Penalty 966.979415 = -35129.900698
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (74706.190000 sec): 3 clusters
  Score: Raw -36085.063489 + Penalty 1933.958830 = -34151.104659
  nChanged 91
		SP:Iteration 1F (74706.370000 sec): 3 clusters
  Score: Raw -36259.866520 + Penalty 1933.958830 = -34325.907690
  nChanged 30
		SP:Iteration 2F (74706.550000 sec): 3 clusters
  Score: Raw -36350.680251 + Penalty 1933.958830 = -34416.721421
  nChanged 21
		SP:Iteration 3F (74706.720000 sec): 3 clusters
  Score: Raw -36447.976732 + Penalty 1933.958830 = -34514.017902
  nChanged 16
		SP:Iteration 4Q (74706.900000 sec): 3 clusters
  Score: Raw -36512.004932 + Penalty 1933.958830 = -34578.046103
  nChanged 17
		SP:Iteration 5Q (74707.070000 sec): 3 clusters
  Score: Raw -36577.447983 + Penalty 1933.958830 = -34643.489153
  nChanged 16
		SP:Iteration 6Q (74707.250000 sec): 3 clusters
  Score: Raw -36654.993215 + Penalty 1933.958830 = -34721.034385
  nChanged 16
		SP:Iteration 7Q (74707.430000 sec): 3 clusters
  Score: Raw -36756.356080 + Penalty 1933.958830 = -34822.397250
  nChanged 16
		SP:Iteration 8Q (74707.600000 sec): 3 clusters
  Score: Raw -36826.389639 + Penalty 1933.958830 = -34892.430810
  nChanged 13
		SP:Iteration 9Q (74707.780000 sec): 3 clusters
  Score: Raw -36850.799432 + Penalty 1933.958830 = -34916.840602
  nChanged 5
		SP:Iteration 10Q (74707.950000 sec): 3 clusters
  Score: Raw -36890.323175 + Penalty 1933.958830 = -34956.364346
  nChanged 5
		SP:Iteration 11Q (74708.130000 sec): 3 clusters
  Score: Raw -36901.604030 + Penalty 1933.958830 = -34967.645200
  nChanged 1
		SP:Iteration 12Q (74708.310000 sec): 3 clusters
  Score: Raw -36902.263343 + Penalty 1933.958830 = -34968.304513
  nChanged 0
		SP:Iteration 13F (74708.480000 sec): 3 clusters
  Score: Raw -36902.263343 + Penalty 1933.958830 = -34968.304513
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 2 (29509 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (74708.770000 sec): 2 clusters
  Score: Raw -3615028.937560 + Penalty 1672.523219 = -3613356.414341
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (74709.090000 sec): 3 clusters
  Score: Raw -3596905.783399 + Penalty 3345.046439 = -3593560.736960
  nChanged 13512
		SP:Iteration 1F (74709.410000 sec): 3 clusters
  Score: Raw -3604468.382534 + Penalty 3345.046439 = -3601123.336095
  nChanged 1476
		SP:Iteration 2F (74709.730000 sec): 3 clusters
  Score: Raw -3605059.361394 + Penalty 3345.046439 = -3601714.314955
  nChanged 1565
		SP:Iteration 3F (74710.130000 sec): 3 clusters
  Score: Raw -3605769.003354 + Penalty 3345.046439 = -3602423.956915
  nChanged 1747
		SP:Iteration 4F (74710.580000 sec): 3 clusters
  Score: Raw -3606805.155310 + Penalty 3345.046439 = -3603460.108871
  nChanged 2123
		SP:Iteration 5F (74711.020000 sec): 3 clusters
  Score: Raw -3608277.713369 + Penalty 3345.046439 = -3604932.666930
  nChanged 2202
		SP:Iteration 6F (74711.470000 sec): 3 clusters
  Score: Raw -3610071.535588 + Penalty 3345.046439 = -3606726.489150
  nChanged 2066
		SP:Iteration 7F (74711.920000 sec): 3 clusters
  Score: Raw -3611866.842610 + Penalty 3345.046439 = -3608521.796172
  nChanged 1624
		SP:Iteration 8F (74712.370000 sec): 3 clusters
  Score: Raw -3613353.254564 + Penalty 3345.046439 = -3610008.208125
  nChanged 993
		SP:Iteration 9Q (74712.770000 sec): 3 clusters
  Score: Raw -3614285.782633 + Penalty 3345.046439 = -3610940.736194
  nChanged 512
		SP:Iteration 10Q (74713.060000 sec): 3 clusters
  Score: Raw -3614775.456141 + Penalty 3345.046439 = -3611430.409702
  nChanged 224
		SP:Iteration 11Q (74713.450000 sec): 3 clusters
  Score: Raw -3614990.913222 + Penalty 3345.046439 = -3611645.866784
  nChanged 121
		SP:Iteration 12Q (74713.810000 sec): 3 clusters
  Score: Raw -3615112.435265 + Penalty 3345.046439 = -3611767.388827
  nChanged 64
		SP:Iteration 13Q (74714.170000 sec): 3 clusters
  Score: Raw -3615183.857478 + Penalty 3345.046439 = -3611838.811040
  nChanged 47
		SP:Iteration 14Q (74714.470000 sec): 3 clusters
  Score: Raw -3615225.407857 + Penalty 3345.046439 = -3611880.361419
  nChanged 16
		SP:Iteration 15Q (74714.850000 sec): 3 clusters
  Score: Raw -3615239.060560 + Penalty 3345.046439 = -3611894.014121
  nChanged 14
		SP:Iteration 16Q (74715.210000 sec): 3 clusters
  Score: Raw -3615254.343072 + Penalty 3345.046439 = -3611909.296634
  nChanged 10
		SP:Iteration 17Q (74715.570000 sec): 3 clusters
  Score: Raw -3615263.203967 + Penalty 3345.046439 = -3611918.157528
  nChanged 9
		SP:Iteration 18Q (74715.930000 sec): 3 clusters
  Score: Raw -3615270.906519 + Penalty 3345.046439 = -3611925.860080
  nChanged 4
		SP:Iteration 19Q (74716.290000 sec): 3 clusters
  Score: Raw -3615275.198127 + Penalty 3345.046439 = -3611930.151688
  nChanged 4
		SP:Iteration 20F (74716.690000 sec): 3 clusters
  Score: Raw -3615278.075079 + Penalty 3345.046439 = -3611933.028641
  nChanged 4
		SP:Iteration 21Q (74717.030000 sec): 3 clusters
  Score: Raw -3615281.886946 + Penalty 3345.046439 = -3611936.840507
  nChanged 3
		SP:Iteration 22Q (74717.390000 sec): 3 clusters
  Score: Raw -3615283.828089 + Penalty 3345.046439 = -3611938.781650
  nChanged 1
		SP:Iteration 23Q (74717.750000 sec): 3 clusters
  Score: Raw -3615284.762088 + Penalty 3345.046439 = -3611939.715649
  nChanged 1
		SP:Iteration 24Q (74718.150000 sec): 3 clusters
  Score: Raw -3615286.794711 + Penalty 3345.046439 = -3611941.748273
  nChanged 0
		SP:Iteration 25F (74718.560000 sec): 3 clusters
  Score: Raw -3615286.794711 + Penalty 3345.046439 = -3611941.748273
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 3 (5221 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (74718.630000 sec): 2 clusters
  Score: Raw -638376.062803 + Penalty 1391.072188 = -636984.990615
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (74718.810000 sec): 3 clusters
  Score: Raw -635659.507254 + Penalty 2782.144376 = -632877.362878
  nChanged 2095
		SP:Iteration 1F (74718.980000 sec): 3 clusters
  Score: Raw -636851.857650 + Penalty 2782.144376 = -634069.713274
  nChanged 439
		SP:Iteration 2F (74719.160000 sec): 3 clusters
  Score: Raw -637139.053155 + Penalty 2782.144376 = -634356.908779
  nChanged 368
		SP:Iteration 3F (74719.330000 sec): 3 clusters
  Score: Raw -637368.053998 + Penalty 2782.144376 = -634585.909622
  nChanged 293
		SP:Iteration 4F (74719.500000 sec): 3 clusters
  Score: Raw -637567.971319 + Penalty 2782.144376 = -634785.826943
  nChanged 258
		SP:Iteration 5Q (74719.680000 sec): 3 clusters
  Score: Raw -637722.283301 + Penalty 2782.144376 = -634940.138926
  nChanged 190
		SP:Iteration 6Q (74719.850000 sec): 3 clusters
  Score: Raw -637829.238460 + Penalty 2782.144376 = -635047.094084
  nChanged 159
		SP:Iteration 7Q (74720.030000 sec): 3 clusters
  Score: Raw -637898.325811 + Penalty 2782.144376 = -635116.181435
  nChanged 128
		SP:Iteration 8Q (74720.200000 sec): 3 clusters
  Score: Raw -637942.391157 + Penalty 2782.144376 = -635160.246781
  nChanged 96
		SP:Iteration 9Q (74720.370000 sec): 3 clusters
  Score: Raw -637972.426818 + Penalty 2782.144376 = -635190.282442
  nChanged 86
		SP:Iteration 10Q (74720.550000 sec): 3 clusters
  Score: Raw -637998.428061 + Penalty 2782.144376 = -635216.283685
  nChanged 60
		SP:Iteration 11Q (74720.720000 sec): 3 clusters
  Score: Raw -638019.625785 + Penalty 2782.144376 = -635237.481409
  nChanged 65
		SP:Iteration 12Q (74720.890000 sec): 3 clusters
  Score: Raw -638039.543385 + Penalty 2782.144376 = -635257.399009
  nChanged 49
		SP:Iteration 13Q (74721.070000 sec): 3 clusters
  Score: Raw -638051.318917 + Penalty 2782.144376 = -635269.174541
  nChanged 44
		SP:Iteration 14Q (74721.240000 sec): 3 clusters
  Score: Raw -638063.113436 + Penalty 2782.144376 = -635280.969060
  nChanged 48
		SP:Iteration 15Q (74721.420000 sec): 3 clusters
  Score: Raw -638075.451207 + Penalty 2782.144376 = -635293.306831
  nChanged 40
		SP:Iteration 16Q (74721.590000 sec): 3 clusters
  Score: Raw -638086.898829 + Penalty 2782.144376 = -635304.754453
  nChanged 29
		SP:Iteration 17Q (74721.760000 sec): 3 clusters
  Score: Raw -638096.713673 + Penalty 2782.144376 = -635314.569297
  nChanged 34
		SP:Iteration 18Q (74721.940000 sec): 3 clusters
  Score: Raw -638104.803131 + Penalty 2782.144376 = -635322.658755
  nChanged 24
		SP:Iteration 19Q (74722.110000 sec): 3 clusters
  Score: Raw -638110.007405 + Penalty 2782.144376 = -635327.863029
  nChanged 15
		SP:Iteration 20F (74722.290000 sec): 3 clusters
  Score: Raw -638114.587005 + Penalty 2782.144376 = -635332.442629
  nChanged 20
		SP:Iteration 21Q (74722.460000 sec): 3 clusters
  Score: Raw -638120.821859 + Penalty 2782.144376 = -635338.677484
  nChanged 19
		SP:Iteration 22Q (74722.640000 sec): 3 clusters
  Score: Raw -638123.889775 + Penalty 2782.144376 = -635341.745399
  nChanged 15
		SP:Iteration 23Q (74722.810000 sec): 3 clusters
  Score: Raw -638126.577349 + Penalty 2782.144376 = -635344.432973
  nChanged 14
		SP:Iteration 24Q (74722.980000 sec): 3 clusters
  Score: Raw -638130.328909 + Penalty 2782.144376 = -635348.184534
  nChanged 13
		SP:Iteration 25Q (74723.160000 sec): 3 clusters
  Score: Raw -638134.863070 + Penalty 2782.144376 = -635352.718695
  nChanged 28
		SP:Iteration 26Q (74723.330000 sec): 3 clusters
  Score: Raw -638140.711994 + Penalty 2782.144376 = -635358.567618
  nChanged 18
		SP:Iteration 27Q (74723.500000 sec): 3 clusters
  Score: Raw -638144.394669 + Penalty 2782.144376 = -635362.250293
  nChanged 18
		SP:Iteration 28Q (74723.680000 sec): 3 clusters
  Score: Raw -638148.161293 + Penalty 2782.144376 = -635366.016917
  nChanged 11
		SP:Iteration 29Q (74723.850000 sec): 3 clusters
  Score: Raw -638149.594414 + Penalty 2782.144376 = -635367.450039
  nChanged 11
		SP:Iteration 30Q (74724.020000 sec): 3 clusters
  Score: Raw -638151.942258 + Penalty 2782.144376 = -635369.797882
  nChanged 11
		SP:Iteration 31Q (74724.200000 sec): 3 clusters
  Score: Raw -638154.567280 + Penalty 2782.144376 = -635372.422905
  nChanged 15
		SP:Iteration 32Q (74724.370000 sec): 3 clusters
  Score: Raw -638157.627573 + Penalty 2782.144376 = -635375.483197
  nChanged 19
		SP:Iteration 33Q (74724.540000 sec): 3 clusters
  Score: Raw -638161.554147 + Penalty 2782.144376 = -635379.409772
  nChanged 20
		SP:Iteration 34Q (74724.720000 sec): 3 clusters
  Score: Raw -638165.415712 + Penalty 2782.144376 = -635383.271336
  nChanged 16
		SP:Iteration 35Q (74724.890000 sec): 3 clusters
  Score: Raw -638168.134143 + Penalty 2782.144376 = -635385.989767
  nChanged 12
		SP:Iteration 36Q (74725.060000 sec): 3 clusters
  Score: Raw -638170.142312 + Penalty 2782.144376 = -635387.997936
  nChanged 9
		SP:Iteration 37Q (74725.240000 sec): 3 clusters
  Score: Raw -638171.774447 + Penalty 2782.144376 = -635389.630071
  nChanged 6
		SP:Iteration 38Q (74725.410000 sec): 3 clusters
  Score: Raw -638172.637870 + Penalty 2782.144376 = -635390.493494
  nChanged 8
		SP:Iteration 39Q (74725.590000 sec): 3 clusters
  Score: Raw -638173.891238 + Penalty 2782.144376 = -635391.746862
  nChanged 10
		SP:Iteration 40F (74725.760000 sec): 3 clusters
  Score: Raw -638175.727497 + Penalty 2782.144376 = -635393.583121
  nChanged 7
		SP:Iteration 41Q (74725.940000 sec): 3 clusters
  Score: Raw -638177.109497 + Penalty 2782.144376 = -635394.965121
  nChanged 8
		SP:Iteration 42Q (74726.110000 sec): 3 clusters
  Score: Raw -638178.382777 + Penalty 2782.144376 = -635396.238401
  nChanged 6
		SP:Iteration 43Q (74726.280000 sec): 3 clusters
  Score: Raw -638179.473223 + Penalty 2782.144376 = -635397.328847
  nChanged 6
		SP:Iteration 44Q (74726.460000 sec): 3 clusters
  Score: Raw -638180.832828 + Penalty 2782.144376 = -635398.688452
  nChanged 7
		SP:Iteration 45Q (74726.630000 sec): 3 clusters
  Score: Raw -638181.792766 + Penalty 2782.144376 = -635399.648390
  nChanged 4
		SP:Iteration 46Q (74726.800000 sec): 3 clusters
  Score: Raw -638182.960116 + Penalty 2782.144376 = -635400.815740
  nChanged 8
		SP:Iteration 47Q (74726.980000 sec): 3 clusters
  Score: Raw -638185.005459 + Penalty 2782.144376 = -635402.861083
  nChanged 15
		SP:Iteration 48Q (74727.150000 sec): 3 clusters
  Score: Raw -638188.592307 + Penalty 2782.144376 = -635406.447932
  nChanged 13
		SP:Iteration 49Q (74727.320000 sec): 3 clusters
  Score: Raw -638190.879102 + Penalty 2782.144376 = -635408.734726
  nChanged 10
		SP:Iteration 50Q (74727.500000 sec): 3 clusters
  Score: Raw -638192.352481 + Penalty 2782.144376 = -635410.208105
  nChanged 7
		SP:Iteration 51Q (74727.670000 sec): 3 clusters
  Score: Raw -638193.855738 + Penalty 2782.144376 = -635411.711362
  nChanged 6
		SP:Iteration 52Q (74727.840000 sec): 3 clusters
  Score: Raw -638194.878343 + Penalty 2782.144376 = -635412.733967
  nChanged 5
		SP:Iteration 53Q (74728.020000 sec): 3 clusters
  Score: Raw -638195.959010 + Penalty 2782.144376 = -635413.814635
  nChanged 4
		SP:Iteration 54Q (74728.190000 sec): 3 clusters
  Score: Raw -638196.327526 + Penalty 2782.144376 = -635414.183150
  nChanged 2
		SP:Iteration 55Q (74728.370000 sec): 3 clusters
  Score: Raw -638196.810925 + Penalty 2782.144376 = -635414.666550
  nChanged 3
		SP:Iteration 56Q (74728.540000 sec): 3 clusters
  Score: Raw -638197.351731 + Penalty 2782.144376 = -635415.207355
  nChanged 3
		SP:Iteration 57Q (74728.710000 sec): 3 clusters
  Score: Raw -638197.740771 + Penalty 2782.144376 = -635415.596395
  nChanged 0
		SP:Iteration 58F (74728.890000 sec): 3 clusters
  Score: Raw -638197.740771 + Penalty 2782.144376 = -635415.596395
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 4 (9141 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (74729.020000 sec): 2 clusters
  Score: Raw -1145046.554547 + Penalty 1482.085323 = -1143564.469223
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (74729.220000 sec): 3 clusters
  Score: Raw -1139966.577618 + Penalty 2964.170647 = -1137002.406971
  nChanged 3824
		SP:Iteration 1F (74729.410000 sec): 3 clusters
  Score: Raw -1141977.037100 + Penalty 2964.170647 = -1139012.866453
  nChanged 585
		SP:Iteration 2F (74729.600000 sec): 3 clusters
  Score: Raw -1142239.790157 + Penalty 2964.170647 = -1139275.619510
  nChanged 463
		SP:Iteration 3F (74729.790000 sec): 3 clusters
  Score: Raw -1142436.981957 + Penalty 2964.170647 = -1139472.811310
  nChanged 406
		SP:Iteration 4Q (74729.980000 sec): 3 clusters
  Score: Raw -1142640.829271 + Penalty 2964.170647 = -1139676.658624
  nChanged 418
		SP:Iteration 5Q (74730.170000 sec): 3 clusters
  Score: Raw -1142899.101601 + Penalty 2964.170647 = -1139934.930954
  nChanged 422
		SP:Iteration 6Q (74730.360000 sec): 3 clusters
  Score: Raw -1143234.259752 + Penalty 2964.170647 = -1140270.089105
  nChanged 459
		SP:Iteration 7F (74730.560000 sec): 3 clusters
  Score: Raw -1143624.933111 + Penalty 2964.170647 = -1140660.762464
  nChanged 465
		SP:Iteration 8F (74730.740000 sec): 3 clusters
  Score: Raw -1143981.148817 + Penalty 2964.170647 = -1141016.978170
  nChanged 385
		SP:Iteration 9Q (74730.930000 sec): 3 clusters
  Score: Raw -1144207.254418 + Penalty 2964.170647 = -1141243.083771
  nChanged 308
		SP:Iteration 10Q (74731.120000 sec): 3 clusters
  Score: Raw -1144345.848643 + Penalty 2964.170647 = -1141381.677996
  nChanged 240
		SP:Iteration 11Q (74731.310000 sec): 3 clusters
  Score: Raw -1144455.954830 + Penalty 2964.170647 = -1141491.784183
  nChanged 236
		SP:Iteration 12Q (74731.500000 sec): 3 clusters
  Score: Raw -1144557.934724 + Penalty 2964.170647 = -1141593.764077
  nChanged 221
		SP:Iteration 13Q (74731.690000 sec): 3 clusters
  Score: Raw -1144649.877555 + Penalty 2964.170647 = -1141685.706908
  nChanged 203
		SP:Iteration 14Q (74731.880000 sec): 3 clusters
  Score: Raw -1144724.684988 + Penalty 2964.170647 = -1141760.514341
  nChanged 178
		SP:Iteration 15Q (74732.070000 sec): 3 clusters
  Score: Raw -1144782.643318 + Penalty 2964.170647 = -1141818.472671
  nChanged 121
		SP:Iteration 16Q (74732.260000 sec): 3 clusters
  Score: Raw -1144815.793526 + Penalty 2964.170647 = -1141851.622879
  nChanged 104
		SP:Iteration 17Q (74732.440000 sec): 3 clusters
  Score: Raw -1144842.819351 + Penalty 2964.170647 = -1141878.648704
  nChanged 88
		SP:Iteration 18Q (74732.630000 sec): 3 clusters
  Score: Raw -1144865.948181 + Penalty 2964.170647 = -1141901.777534
  nChanged 83
		SP:Iteration 19Q (74732.820000 sec): 3 clusters
  Score: Raw -1144886.458323 + Penalty 2964.170647 = -1141922.287676
  nChanged 68
		SP:Iteration 20F (74733.010000 sec): 3 clusters
  Score: Raw -1144904.144421 + Penalty 2964.170647 = -1141939.973774
  nChanged 63
		SP:Iteration 21Q (74733.200000 sec): 3 clusters
  Score: Raw -1144921.844063 + Penalty 2964.170647 = -1141957.673416
  nChanged 79
		SP:Iteration 22Q (74733.390000 sec): 3 clusters
  Score: Raw -1144940.692852 + Penalty 2964.170647 = -1141976.522205
  nChanged 72
		SP:Iteration 23Q (74733.580000 sec): 3 clusters
  Score: Raw -1144958.027987 + Penalty 2964.170647 = -1141993.857340
  nChanged 61
		SP:Iteration 24Q (74733.760000 sec): 3 clusters
  Score: Raw -1144971.825877 + Penalty 2964.170647 = -1142007.655230
  nChanged 56
		SP:Iteration 25Q (74733.960000 sec): 3 clusters
  Score: Raw -1144984.493578 + Penalty 2964.170647 = -1142020.322931
  nChanged 56
		SP:Iteration 26Q (74734.140000 sec): 3 clusters
  Score: Raw -1144998.241603 + Penalty 2964.170647 = -1142034.070956
  nChanged 54
		SP:Iteration 27Q (74734.330000 sec): 3 clusters
  Score: Raw -1145011.480099 + Penalty 2964.170647 = -1142047.309452
  nChanged 52
		SP:Iteration 28Q (74734.520000 sec): 3 clusters
  Score: Raw -1145022.576216 + Penalty 2964.170647 = -1142058.405569
  nChanged 35
		SP:Iteration 29Q (74734.760000 sec): 3 clusters
  Score: Raw -1145030.148667 + Penalty 2964.170647 = -1142065.978020
  nChanged 28
		SP:Iteration 30Q (74734.940000 sec): 3 clusters
  Score: Raw -1145036.511666 + Penalty 2964.170647 = -1142072.341019
  nChanged 24
		SP:Iteration 31Q (74735.130000 sec): 3 clusters
  Score: Raw -1145041.333375 + Penalty 2964.170647 = -1142077.162728
  nChanged 27
		SP:Iteration 32Q (74735.320000 sec): 3 clusters
  Score: Raw -1145047.784454 + Penalty 2964.170647 = -1142083.613807
  nChanged 29
		SP:Iteration 33Q (74735.510000 sec): 3 clusters
  Score: Raw -1145054.107817 + Penalty 2964.170647 = -1142089.937170
  nChanged 30
		SP:Iteration 34Q (74735.700000 sec): 3 clusters
  Score: Raw -1145061.791873 + Penalty 2964.170647 = -1142097.621226
  nChanged 30
		SP:Iteration 35Q (74735.890000 sec): 3 clusters
  Score: Raw -1145069.049463 + Penalty 2964.170647 = -1142104.878816
  nChanged 32
		SP:Iteration 36Q (74736.080000 sec): 3 clusters
  Score: Raw -1145076.529190 + Penalty 2964.170647 = -1142112.358543
  nChanged 31
		SP:Iteration 37Q (74736.270000 sec): 3 clusters
  Score: Raw -1145084.688123 + Penalty 2964.170647 = -1142120.517476
  nChanged 29
		SP:Iteration 38Q (74736.500000 sec): 3 clusters
  Score: Raw -1145091.986247 + Penalty 2964.170647 = -1142127.815600
  nChanged 31
		SP:Iteration 39Q (74736.700000 sec): 3 clusters
  Score: Raw -1145099.942383 + Penalty 2964.170647 = -1142135.771736
  nChanged 31
		SP:Iteration 40F (74736.880000 sec): 3 clusters
  Score: Raw -1145106.079851 + Penalty 2964.170647 = -1142141.909204
  nChanged 27
		SP:Iteration 41Q (74737.060000 sec): 3 clusters
  Score: Raw -1145111.243658 + Penalty 2964.170647 = -1142147.073011
  nChanged 20
		SP:Iteration 42Q (74737.240000 sec): 3 clusters
  Score: Raw -1145115.955962 + Penalty 2964.170647 = -1142151.785315
  nChanged 18
		SP:Iteration 43Q (74737.370000 sec): 3 clusters
  Score: Raw -1145119.665978 + Penalty 2964.170647 = -1142155.495331
  nChanged 14
		SP:Iteration 44Q (74737.560000 sec): 3 clusters
  Score: Raw -1145122.756323 + Penalty 2964.170647 = -1142158.585676
  nChanged 19
		SP:Iteration 45Q (74737.750000 sec): 3 clusters
  Score: Raw -1145126.515607 + Penalty 2964.170647 = -1142162.344960
  nChanged 22
		SP:Iteration 46Q (74737.940000 sec): 3 clusters
  Score: Raw -1145131.077631 + Penalty 2964.170647 = -1142166.906984
  nChanged 20
		SP:Iteration 47Q (74738.130000 sec): 3 clusters
  Score: Raw -1145135.921310 + Penalty 2964.170647 = -1142171.750663
  nChanged 26
		SP:Iteration 48Q (74738.330000 sec): 3 clusters
  Score: Raw -1145142.695075 + Penalty 2964.170647 = -1142178.524428
  nChanged 27
		SP:Iteration 49Q (74738.520000 sec): 3 clusters
  Score: Raw -1145148.820878 + Penalty 2964.170647 = -1142184.650231
  nChanged 24
		SP:Iteration 50Q (74738.710000 sec): 3 clusters
  Score: Raw -1145154.125997 + Penalty 2964.170647 = -1142189.955350
  nChanged 22
		SP:Iteration 51Q (74738.890000 sec): 3 clusters
  Score: Raw -1145162.879489 + Penalty 2964.170647 = -1142198.708842
  nChanged 31
		SP:Iteration 52Q (74739.090000 sec): 3 clusters
  Score: Raw -1145172.510435 + Penalty 2964.170647 = -1142208.339788
  nChanged 31
		SP:Iteration 53Q (74739.280000 sec): 3 clusters
  Score: Raw -1145181.726911 + Penalty 2964.170647 = -1142217.556264
  nChanged 29
		SP:Iteration 54Q (74739.460000 sec): 3 clusters
  Score: Raw -1145190.072242 + Penalty 2964.170647 = -1142225.901595
  nChanged 32
		SP:Iteration 55Q (74739.650000 sec): 3 clusters
  Score: Raw -1145199.555497 + Penalty 2964.170647 = -1142235.384850
  nChanged 35
		SP:Iteration 56Q (74739.850000 sec): 3 clusters
  Score: Raw -1145210.336454 + Penalty 2964.170647 = -1142246.165807
  nChanged 36
		SP:Iteration 57Q (74740.030000 sec): 3 clusters
  Score: Raw -1145220.515072 + Penalty 2964.170647 = -1142256.344425
  nChanged 28
		SP:Iteration 58Q (74740.220000 sec): 3 clusters
  Score: Raw -1145229.655993 + Penalty 2964.170647 = -1142265.485346
  nChanged 27
		SP:Iteration 59Q (74740.410000 sec): 3 clusters
  Score: Raw -1145238.257251 + Penalty 2964.170647 = -1142274.086604
  nChanged 34
		SP:Iteration 60F (74740.600000 sec): 3 clusters
  Score: Raw -1145250.720283 + Penalty 2964.170647 = -1142286.549636
  nChanged 35
		SP:Iteration 61Q (74740.790000 sec): 3 clusters
  Score: Raw -1145262.004536 + Penalty 2964.170647 = -1142297.833889
  nChanged 26
		SP:Iteration 62Q (74740.980000 sec): 3 clusters
  Score: Raw -1145269.427713 + Penalty 2964.170647 = -1142305.257066
  nChanged 14
		SP:Iteration 63Q (74741.170000 sec): 3 clusters
  Score: Raw -1145272.949412 + Penalty 2964.170647 = -1142308.778765
  nChanged 13
		SP:Iteration 64Q (74741.360000 sec): 3 clusters
  Score: Raw -1145276.461673 + Penalty 2964.170647 = -1142312.291026
  nChanged 17
		SP:Iteration 65Q (74741.550000 sec): 3 clusters
  Score: Raw -1145281.519666 + Penalty 2964.170647 = -1142317.349019
  nChanged 17
		SP:Iteration 66Q (74741.730000 sec): 3 clusters
  Score: Raw -1145287.220777 + Penalty 2964.170647 = -1142323.050130
  nChanged 17
		SP:Iteration 67Q (74741.920000 sec): 3 clusters
  Score: Raw -1145291.950747 + Penalty 2964.170647 = -1142327.780100
  nChanged 13
		SP:Iteration 68Q (74742.110000 sec): 3 clusters
  Score: Raw -1145295.390625 + Penalty 2964.170647 = -1142331.219978
  nChanged 15
		SP:Iteration 69Q (74742.390000 sec): 3 clusters
  Score: Raw -1145299.554765 + Penalty 2964.170647 = -1142335.384118
  nChanged 15
		SP:Iteration 70Q (74742.570000 sec): 3 clusters
  Score: Raw -1145304.344921 + Penalty 2964.170647 = -1142340.174274
  nChanged 15
		SP:Iteration 71Q (74742.760000 sec): 3 clusters
  Score: Raw -1145310.864676 + Penalty 2964.170647 = -1142346.694029
  nChanged 17
		SP:Iteration 72Q (74742.950000 sec): 3 clusters
  Score: Raw -1145317.416974 + Penalty 2964.170647 = -1142353.246327
  nChanged 14
		SP:Iteration 73Q (74743.140000 sec): 3 clusters
  Score: Raw -1145321.376017 + Penalty 2964.170647 = -1142357.205370
  nChanged 16
		SP:Iteration 74Q (74743.330000 sec): 3 clusters
  Score: Raw -1145324.842818 + Penalty 2964.170647 = -1142360.672171
  nChanged 10
		SP:Iteration 75Q (74743.520000 sec): 3 clusters
  Score: Raw -1145328.055754 + Penalty 2964.170647 = -1142363.885107
  nChanged 8
		SP:Iteration 76Q (74743.710000 sec): 3 clusters
  Score: Raw -1145330.487524 + Penalty 2964.170647 = -1142366.316877
  nChanged 11
		SP:Iteration 77Q (74743.910000 sec): 3 clusters
  Score: Raw -1145333.411567 + Penalty 2964.170647 = -1142369.240920
  nChanged 5
		SP:Iteration 78Q (74744.090000 sec): 3 clusters
  Score: Raw -1145334.626607 + Penalty 2964.170647 = -1142370.455960
  nChanged 3
		SP:Iteration 79Q (74744.290000 sec): 3 clusters
  Score: Raw -1145335.382169 + Penalty 2964.170647 = -1142371.211522
  nChanged 4
		SP:Iteration 80F (74744.480000 sec): 3 clusters
  Score: Raw -1145336.126908 + Penalty 2964.170647 = -1142371.956261
  nChanged 5
		SP:Iteration 81Q (74744.670000 sec): 3 clusters
  Score: Raw -1145337.349711 + Penalty 2964.170647 = -1142373.179064
  nChanged 5
		SP:Iteration 82Q (74744.860000 sec): 3 clusters
  Score: Raw -1145338.361701 + Penalty 2964.170647 = -1142374.191054
  nChanged 3
		SP:Iteration 83Q (74745.060000 sec): 3 clusters
  Score: Raw -1145338.800762 + Penalty 2964.170647 = -1142374.630115
  nChanged 3
		SP:Iteration 84Q (74745.250000 sec): 3 clusters
  Score: Raw -1145339.345163 + Penalty 2964.170647 = -1142375.174516
  nChanged 2
		SP:Iteration 85Q (74745.440000 sec): 3 clusters
  Score: Raw -1145339.792603 + Penalty 2964.170647 = -1142375.621956
  nChanged 0
		SP:Iteration 86F (74745.630000 sec): 3 clusters
  Score: Raw -1145339.792603 + Penalty 2964.170647 = -1142375.621956
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 5 (188863 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (74746.730000 sec): 2 clusters
  Score: Raw -22745327.089333 + Penalty 1974.176289 = -22743352.913043
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (74748.200000 sec): 3 clusters
  Score: Raw -22620323.543952 + Penalty 3948.352578 = -22616375.191374
  nChanged 91455
		SP:Iteration 1F (74749.730000 sec): 3 clusters
  Score: Raw -22674714.225773 + Penalty 3948.352578 = -22670765.873195
  nChanged 5406
		SP:Iteration 2Q (74751.300000 sec): 3 clusters
  Score: Raw -22675930.075270 + Penalty 3948.352578 = -22671981.722692
  nChanged 6007
		SP:Iteration 3Q (74753.050000 sec): 3 clusters
  Score: Raw -22677484.902110 + Penalty 3948.352578 = -22673536.549532
  nChanged 6764
		SP:Iteration 4Q (74754.750000 sec): 3 clusters
  Score: Raw -22679528.196679 + Penalty 3948.352578 = -22675579.844101
  nChanged 7823
		SP:Iteration 5Q (74756.480000 sec): 3 clusters
  Score: Raw -22682298.602737 + Penalty 3948.352578 = -22678350.250158
  nChanged 8970
		SP:Iteration 6Q (74758.190000 sec): 3 clusters
  Score: Raw -22686117.504959 + Penalty 3948.352578 = -22682169.152381
  nChanged 10351
		SP:Iteration 7F (74759.800000 sec): 3 clusters
  Score: Raw -22691306.826704 + Penalty 3948.352578 = -22687358.474126
  nChanged 11491
		SP:Iteration 8F (74761.380000 sec): 3 clusters
  Score: Raw -22698192.575022 + Penalty 3948.352578 = -22694244.222444
  nChanged 12561
		SP:Iteration 9F (74762.960000 sec): 3 clusters
  Score: Raw -22706972.634859 + Penalty 3948.352578 = -22703024.282281
  nChanged 13020
		SP:Iteration 10F (74764.600000 sec): 3 clusters
  Score: Raw -22717340.775048 + Penalty 3948.352578 = -22713392.422470
  nChanged 12350
		SP:Iteration 11F (74766.210000 sec): 3 clusters
  Score: Raw -22728137.483007 + Penalty 3948.352578 = -22724189.130429
  nChanged 9557
		SP:Iteration 12F (74767.800000 sec): 3 clusters
  Score: Raw -22736805.788876 + Penalty 3948.352578 = -22732857.436298
  nChanged 5874
		SP:Iteration 13Q (74769.350000 sec): 3 clusters
  Score: Raw -22741908.366375 + Penalty 3948.352578 = -22737960.013797
  nChanged 2824
		SP:Iteration 14Q (74770.670000 sec): 3 clusters
  Score: Raw -22744170.925584 + Penalty 3948.352578 = -22740222.573006
  nChanged 1165
		SP:Iteration 15Q (74771.990000 sec): 3 clusters
  Score: Raw -22745030.465750 + Penalty 3948.352578 = -22741082.113172
  nChanged 441
		SP:Iteration 16Q (74773.300000 sec): 3 clusters
  Score: Raw -22745345.150989 + Penalty 3948.352578 = -22741396.798411
  nChanged 225
		SP:Iteration 17Q (74774.720000 sec): 3 clusters
  Score: Raw -22745549.395561 + Penalty 3948.352578 = -22741601.042983
  nChanged 128
		SP:Iteration 18Q (74776.110000 sec): 3 clusters
  Score: Raw -22745661.149869 + Penalty 3948.352578 = -22741712.797291
  nChanged 79
		SP:Iteration 19Q (74777.550000 sec): 3 clusters
  Score: Raw -22745733.739738 + Penalty 3948.352578 = -22741785.387160
  nChanged 64
		SP:Iteration 20F (74779.140000 sec): 3 clusters
  Score: Raw -22745785.129343 + Penalty 3948.352578 = -22741836.776765
  nChanged 53
		SP:Iteration 21Q (74780.420000 sec): 3 clusters
  Score: Raw -22745816.949920 + Penalty 3948.352578 = -22741868.597342
  nChanged 34
		SP:Iteration 22Q (74781.810000 sec): 3 clusters
  Score: Raw -22745837.612551 + Penalty 3948.352578 = -22741889.259973
  nChanged 34
		SP:Iteration 23Q (74783.220000 sec): 3 clusters
  Score: Raw -22745854.302142 + Penalty 3948.352578 = -22741905.949563
  nChanged 15
		SP:Iteration 24Q (74784.630000 sec): 3 clusters
  Score: Raw -22745862.698366 + Penalty 3948.352578 = -22741914.345788
  nChanged 11
		SP:Iteration 25Q (74785.960000 sec): 3 clusters
  Score: Raw -22745867.469434 + Penalty 3948.352578 = -22741919.116856
  nChanged 7
		SP:Iteration 26Q (74787.320000 sec): 3 clusters
  Score: Raw -22745870.309852 + Penalty 3948.352578 = -22741921.957274
  nChanged 9
		SP:Iteration 27Q (74788.750000 sec): 3 clusters
  Score: Raw -22745873.017849 + Penalty 3948.352578 = -22741924.665270
  nChanged 6
		SP:Iteration 28Q (74790.150000 sec): 3 clusters
  Score: Raw -22745874.389243 + Penalty 3948.352578 = -22741926.036665
  nChanged 4
		SP:Iteration 29Q (74791.560000 sec): 3 clusters
  Score: Raw -22745875.391744 + Penalty 3948.352578 = -22741927.039166
  nChanged 0
		SP:Iteration 30F (74793.130000 sec): 3 clusters
  Score: Raw -22745875.391744 + Penalty 3948.352578 = -22741927.039166
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 6 (205 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (74793.210000 sec): 2 clusters
  Score: Raw -18092.198815 + Penalty 864.989122 = -17227.209694
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (74793.380000 sec): 3 clusters
  Score: Raw -18230.986892 + Penalty 1729.978243 = -16501.008648
  nChanged 44
		SP:Iteration 1F (74793.560000 sec): 3 clusters
  Score: Raw -18423.840224 + Penalty 1729.978243 = -16693.861980
  nChanged 13
		SP:Iteration 2F (74793.740000 sec): 3 clusters
  Score: Raw -18523.485836 + Penalty 1729.978243 = -16793.507592
  nChanged 4
		SP:Iteration 3Q (74793.910000 sec): 3 clusters
  Score: Raw -18566.223388 + Penalty 1729.978243 = -16836.245145
  nChanged 8
		SP:Iteration 4Q (74794.090000 sec): 3 clusters
  Score: Raw -18632.734435 + Penalty 1729.978243 = -16902.756191
  nChanged 6
		SP:Iteration 5Q (74794.260000 sec): 3 clusters
  Score: Raw -18654.934389 + Penalty 1729.978243 = -16924.956145
  nChanged 2
		SP:Iteration 6Q (74794.440000 sec): 3 clusters
  Score: Raw -18667.714166 + Penalty 1729.978243 = -16937.735923
  nChanged 3
		SP:Iteration 7Q (74794.620000 sec): 3 clusters
  Score: Raw -18674.868471 + Penalty 1729.978243 = -16944.890228
  nChanged 0
		SP:Iteration 8F (74794.790000 sec): 3 clusters
  Score: Raw -18674.868471 + Penalty 1729.978243 = -16944.890228
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 7 (10431 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (74794.940000 sec): 2 clusters
  Score: Raw -1239987.417966 + Penalty 1503.537331 = -1238483.880636
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (74795.160000 sec): 3 clusters
  Score: Raw -1234054.992101 + Penalty 3007.074662 = -1231047.917439
  nChanged 4489
		SP:Iteration 1F (74795.300000 sec): 3 clusters
  Score: Raw -1236583.300407 + Penalty 3007.074662 = -1233576.225745
  nChanged 625
		SP:Iteration 2F (74795.520000 sec): 3 clusters
  Score: Raw -1236890.896171 + Penalty 3007.074662 = -1233883.821509
  nChanged 544
		SP:Iteration 3F (74795.750000 sec): 3 clusters
  Score: Raw -1237110.471557 + Penalty 3007.074662 = -1234103.396895
  nChanged 441
		SP:Iteration 4Q (74795.890000 sec): 3 clusters
  Score: Raw -1237301.972689 + Penalty 3007.074662 = -1234294.898028
  nChanged 427
		SP:Iteration 5Q (74796.170000 sec): 3 clusters
  Score: Raw -1237481.480091 + Penalty 3007.074662 = -1234474.405429
  nChanged 386
		SP:Iteration 6Q (74796.430000 sec): 3 clusters
  Score: Raw -1237671.104411 + Penalty 3007.074662 = -1234664.029750
  nChanged 400
		SP:Iteration 7Q (74796.690000 sec): 3 clusters
  Score: Raw -1237866.386084 + Penalty 3007.074662 = -1234859.311422
  nChanged 399
		SP:Iteration 8Q (74796.950000 sec): 3 clusters
  Score: Raw -1238067.499904 + Penalty 3007.074662 = -1235060.425242
  nChanged 375
		SP:Iteration 9Q (74797.210000 sec): 3 clusters
  Score: Raw -1238279.268662 + Penalty 3007.074662 = -1235272.194001
  nChanged 369
		SP:Iteration 10Q (74797.430000 sec): 3 clusters
  Score: Raw -1238505.068561 + Penalty 3007.074662 = -1235497.993900
  nChanged 383
		SP:Iteration 11Q (74797.650000 sec): 3 clusters
  Score: Raw -1238739.070523 + Penalty 3007.074662 = -1235731.995862
  nChanged 352
		SP:Iteration 12Q (74797.870000 sec): 3 clusters
  Score: Raw -1238940.700679 + Penalty 3007.074662 = -1235933.626017
  nChanged 341
		SP:Iteration 13Q (74798.090000 sec): 3 clusters
  Score: Raw -1239112.895431 + Penalty 3007.074662 = -1236105.820769
  nChanged 296
		SP:Iteration 14Q (74798.220000 sec): 3 clusters
  Score: Raw -1239256.437303 + Penalty 3007.074662 = -1236249.362641
  nChanged 279
		SP:Iteration 15Q (74798.370000 sec): 3 clusters
  Score: Raw -1239401.020030 + Penalty 3007.074662 = -1236393.945368
  nChanged 265
		SP:Iteration 16Q (74798.600000 sec): 3 clusters
  Score: Raw -1239524.469756 + Penalty 3007.074662 = -1236517.395094
  nChanged 260
		SP:Iteration 17Q (74798.820000 sec): 3 clusters
  Score: Raw -1239637.913081 + Penalty 3007.074662 = -1236630.838419
  nChanged 226
		SP:Iteration 18Q (74799.050000 sec): 3 clusters
  Score: Raw -1239741.273570 + Penalty 3007.074662 = -1236734.198908
  nChanged 217
		SP:Iteration 19Q (74799.270000 sec): 3 clusters
  Score: Raw -1239832.335753 + Penalty 3007.074662 = -1236825.261091
  nChanged 182
		SP:Iteration 20F (74799.490000 sec): 3 clusters
  Score: Raw -1239912.939131 + Penalty 3007.074662 = -1236905.864470
  nChanged 165
		SP:Iteration 21Q (74799.710000 sec): 3 clusters
  Score: Raw -1239978.310157 + Penalty 3007.074662 = -1236971.235495
  nChanged 146
		SP:Iteration 22Q (74799.930000 sec): 3 clusters
  Score: Raw -1240029.138803 + Penalty 3007.074662 = -1237022.064141
  nChanged 142
		SP:Iteration 23Q (74800.160000 sec): 3 clusters
  Score: Raw -1240080.826702 + Penalty 3007.074662 = -1237073.752040
  nChanged 130
		SP:Iteration 24Q (74800.380000 sec): 3 clusters
  Score: Raw -1240129.361103 + Penalty 3007.074662 = -1237122.286442
  nChanged 114
		SP:Iteration 25Q (74800.600000 sec): 3 clusters
  Score: Raw -1240168.355889 + Penalty 3007.074662 = -1237161.281227
  nChanged 109
		SP:Iteration 26Q (74800.820000 sec): 3 clusters
  Score: Raw -1240210.940882 + Penalty 3007.074662 = -1237203.866221
  nChanged 102
		SP:Iteration 27Q (74801.050000 sec): 3 clusters
  Score: Raw -1240249.850335 + Penalty 3007.074662 = -1237242.775674
  nChanged 93
		SP:Iteration 28Q (74801.360000 sec): 3 clusters
  Score: Raw -1240286.054175 + Penalty 3007.074662 = -1237278.979513
  nChanged 93
		SP:Iteration 29Q (74801.500000 sec): 3 clusters
  Score: Raw -1240324.855665 + Penalty 3007.074662 = -1237317.781004
  nChanged 81
		SP:Iteration 30Q (74801.710000 sec): 3 clusters
  Score: Raw -1240352.882444 + Penalty 3007.074662 = -1237345.807782
  nChanged 59
		SP:Iteration 31Q (74801.930000 sec): 3 clusters
  Score: Raw -1240371.227357 + Penalty 3007.074662 = -1237364.152695
  nChanged 51
		SP:Iteration 32Q (74802.150000 sec): 3 clusters
  Score: Raw -1240388.814166 + Penalty 3007.074662 = -1237381.739505
  nChanged 52
		SP:Iteration 33Q (74802.370000 sec): 3 clusters
  Score: Raw -1240407.952389 + Penalty 3007.074662 = -1237400.877728
  nChanged 40
		SP:Iteration 34Q (74802.590000 sec): 3 clusters
  Score: Raw -1240420.925340 + Penalty 3007.074662 = -1237413.850678
  nChanged 32
		SP:Iteration 35Q (74802.810000 sec): 3 clusters
  Score: Raw -1240428.993690 + Penalty 3007.074662 = -1237421.919029
  nChanged 27
		SP:Iteration 36Q (74803.040000 sec): 3 clusters
  Score: Raw -1240437.657855 + Penalty 3007.074662 = -1237430.583193
  nChanged 25
		SP:Iteration 37Q (74803.260000 sec): 3 clusters
  Score: Raw -1240444.808981 + Penalty 3007.074662 = -1237437.734320
  nChanged 33
		SP:Iteration 38Q (74803.490000 sec): 3 clusters
  Score: Raw -1240451.326954 + Penalty 3007.074662 = -1237444.252292
  nChanged 19
		SP:Iteration 39Q (74803.710000 sec): 3 clusters
  Score: Raw -1240454.532712 + Penalty 3007.074662 = -1237447.458050
  nChanged 11
		SP:Iteration 40F (74803.930000 sec): 3 clusters
  Score: Raw -1240456.607011 + Penalty 3007.074662 = -1237449.532349
  nChanged 16
		SP:Iteration 41Q (74804.060000 sec): 3 clusters
  Score: Raw -1240459.800764 + Penalty 3007.074662 = -1237452.726103
  nChanged 10
		SP:Iteration 42Q (74804.260000 sec): 3 clusters
  Score: Raw -1240462.422943 + Penalty 3007.074662 = -1237455.348281
  nChanged 11
		SP:Iteration 43Q (74804.460000 sec): 3 clusters
  Score: Raw -1240466.037402 + Penalty 3007.074662 = -1237458.962740
  nChanged 15
		SP:Iteration 44Q (74804.690000 sec): 3 clusters
  Score: Raw -1240470.115536 + Penalty 3007.074662 = -1237463.040874
  nChanged 11
		SP:Iteration 45Q (74804.850000 sec): 3 clusters
  Score: Raw -1240473.574170 + Penalty 3007.074662 = -1237466.499508
  nChanged 11
		SP:Iteration 46Q (74805.040000 sec): 3 clusters
  Score: Raw -1240475.889552 + Penalty 3007.074662 = -1237468.814890
  nChanged 8
		SP:Iteration 47Q (74805.230000 sec): 3 clusters
  Score: Raw -1240477.472093 + Penalty 3007.074662 = -1237470.397431
  nChanged 6
		SP:Iteration 48Q (74805.460000 sec): 3 clusters
  Score: Raw -1240478.881491 + Penalty 3007.074662 = -1237471.806829
  nChanged 9
		SP:Iteration 49Q (74805.670000 sec): 3 clusters
  Score: Raw -1240480.669381 + Penalty 3007.074662 = -1237473.594720
  nChanged 7
		SP:Iteration 50Q (74805.860000 sec): 3 clusters
  Score: Raw -1240482.488906 + Penalty 3007.074662 = -1237475.414244
  nChanged 7
		SP:Iteration 51Q (74806.080000 sec): 3 clusters
  Score: Raw -1240484.135839 + Penalty 3007.074662 = -1237477.061177
  nChanged 8
		SP:Iteration 52Q (74806.300000 sec): 3 clusters
  Score: Raw -1240486.923682 + Penalty 3007.074662 = -1237479.849020
  nChanged 11
		SP:Iteration 53Q (74806.520000 sec): 3 clusters
  Score: Raw -1240489.818549 + Penalty 3007.074662 = -1237482.743887
  nChanged 9
		SP:Iteration 54Q (74806.730000 sec): 3 clusters
  Score: Raw -1240491.956990 + Penalty 3007.074662 = -1237484.882328
  nChanged 9
		SP:Iteration 55Q (74806.950000 sec): 3 clusters
  Score: Raw -1240494.172495 + Penalty 3007.074662 = -1237487.097833
  nChanged 7
		SP:Iteration 56Q (74807.180000 sec): 3 clusters
  Score: Raw -1240495.699627 + Penalty 3007.074662 = -1237488.624966
  nChanged 5
		SP:Iteration 57Q (74807.400000 sec): 3 clusters
  Score: Raw -1240496.461971 + Penalty 3007.074662 = -1237489.387310
  nChanged 2
		SP:Iteration 58Q (74807.530000 sec): 3 clusters
  Score: Raw -1240497.028900 + Penalty 3007.074662 = -1237489.954239
  nChanged 2
		SP:Iteration 59Q (74807.770000 sec): 3 clusters
  Score: Raw -1240497.314846 + Penalty 3007.074662 = -1237490.240184
  nChanged 0
		SP:Iteration 60F (74807.990000 sec): 3 clusters
  Score: Raw -1240497.314846 + Penalty 3007.074662 = -1237490.240184
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 8 (12164 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (74808.130000 sec): 2 clusters
  Score: Raw -1469845.014467 + Penalty 1528.513358 = -1468316.501109
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (74808.300000 sec): 3 clusters
  Score: Raw -1462728.478952 + Penalty 3057.026716 = -1459671.452236
  nChanged 5386
		SP:Iteration 1F (74808.520000 sec): 3 clusters
  Score: Raw -1465682.779562 + Penalty 3057.026716 = -1462625.752846
  nChanged 753
		SP:Iteration 2F (74808.730000 sec): 3 clusters
  Score: Raw -1465998.102683 + Penalty 3057.026716 = -1462941.075967
  nChanged 655
		SP:Iteration 3F (74808.890000 sec): 3 clusters
  Score: Raw -1466285.822778 + Penalty 3057.026716 = -1463228.796062
  nChanged 617
		SP:Iteration 4F (74809.150000 sec): 3 clusters
  Score: Raw -1466617.003601 + Penalty 3057.026716 = -1463559.976885
  nChanged 654
		SP:Iteration 5F (74809.410000 sec): 3 clusters
  Score: Raw -1467007.843012 + Penalty 3057.026716 = -1463950.816297
  nChanged 702
		SP:Iteration 6F (74809.650000 sec): 3 clusters
  Score: Raw -1467510.730540 + Penalty 3057.026716 = -1464453.703824
  nChanged 744
		SP:Iteration 7F (74809.900000 sec): 3 clusters
  Score: Raw -1468078.750071 + Penalty 3057.026716 = -1465021.723355
  nChanged 646
		SP:Iteration 8F (74810.150000 sec): 3 clusters
  Score: Raw -1468614.550631 + Penalty 3057.026716 = -1465557.523915
  nChanged 532
		SP:Iteration 9Q (74810.400000 sec): 3 clusters
  Score: Raw -1469051.172380 + Penalty 3057.026716 = -1465994.145664
  nChanged 372
		SP:Iteration 10Q (74810.650000 sec): 3 clusters
  Score: Raw -1469363.913498 + Penalty 3057.026716 = -1466306.886782
  nChanged 269
		SP:Iteration 11Q (74810.900000 sec): 3 clusters
  Score: Raw -1469619.861460 + Penalty 3057.026716 = -1466562.834744
  nChanged 164
		SP:Iteration 12Q (74811.150000 sec): 3 clusters
  Score: Raw -1469783.129067 + Penalty 3057.026716 = -1466726.102351
  nChanged 92
		SP:Iteration 13Q (74811.400000 sec): 3 clusters
  Score: Raw -1469893.130220 + Penalty 3057.026716 = -1466836.103504
  nChanged 57
		SP:Iteration 14Q (74811.600000 sec): 3 clusters
  Score: Raw -1469954.224878 + Penalty 3057.026716 = -1466897.198162
  nChanged 30
		SP:Iteration 15Q (74811.850000 sec): 3 clusters
  Score: Raw -1469980.161649 + Penalty 3057.026716 = -1466923.134933
  nChanged 24
		SP:Iteration 16Q (74812.110000 sec): 3 clusters
  Score: Raw -1469997.172271 + Penalty 3057.026716 = -1466940.145555
  nChanged 10
		SP:Iteration 17Q (74812.330000 sec): 3 clusters
  Score: Raw -1470005.315199 + Penalty 3057.026716 = -1466948.288483
  nChanged 11
		SP:Iteration 18Q (74812.530000 sec): 3 clusters
  Score: Raw -1470015.849006 + Penalty 3057.026716 = -1466958.822290
  nChanged 8
		SP:Iteration 19Q (74812.730000 sec): 3 clusters
  Score: Raw -1470021.439754 + Penalty 3057.026716 = -1466964.413038
  nChanged 6
		SP:Iteration 20F (74812.940000 sec): 3 clusters
  Score: Raw -1470027.930233 + Penalty 3057.026716 = -1466970.903517
  nChanged 8
		SP:Iteration 21Q (74813.150000 sec): 3 clusters
  Score: Raw -1470036.166982 + Penalty 3057.026716 = -1466979.140267
  nChanged 5
		SP:Iteration 22Q (74813.410000 sec): 3 clusters
  Score: Raw -1470041.121008 + Penalty 3057.026716 = -1466984.094292
  nChanged 6
		SP:Iteration 23Q (74813.660000 sec): 3 clusters
  Score: Raw -1470045.024334 + Penalty 3057.026716 = -1466987.997618
  nChanged 5
		SP:Iteration 24Q (74813.910000 sec): 3 clusters
  Score: Raw -1470048.875644 + Penalty 3057.026716 = -1466991.848928
  nChanged 3
		SP:Iteration 25Q (74814.120000 sec): 3 clusters
  Score: Raw -1470051.528877 + Penalty 3057.026716 = -1466994.502162
  nChanged 4
		SP:Iteration 26Q (74814.330000 sec): 3 clusters
  Score: Raw -1470056.630734 + Penalty 3057.026716 = -1466999.604018
  nChanged 8
		SP:Iteration 27Q (74814.550000 sec): 3 clusters
  Score: Raw -1470062.517495 + Penalty 3057.026716 = -1467005.490780
  nChanged 2
		SP:Iteration 28Q (74814.750000 sec): 3 clusters
  Score: Raw -1470066.050402 + Penalty 3057.026716 = -1467009.023686
  nChanged 2
		SP:Iteration 29Q (74815.000000 sec): 3 clusters
  Score: Raw -1470067.111188 + Penalty 3057.026716 = -1467010.084473
  nChanged 1
		SP:Iteration 30Q (74815.180000 sec): 3 clusters
  Score: Raw -1470067.992784 + Penalty 3057.026716 = -1467010.966068
  nChanged 1
		SP:Iteration 31Q (74815.360000 sec): 3 clusters
  Score: Raw -1470068.610534 + Penalty 3057.026716 = -1467011.583818
  nChanged 0
		SP:Iteration 32F (74815.610000 sec): 3 clusters
  Score: Raw -1470068.610534 + Penalty 3057.026716 = -1467011.583818
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 9 (531 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (74815.700000 sec): 2 clusters
  Score: Raw -58420.657641 + Penalty 1019.648828 = -57401.008812
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (74815.870000 sec): 3 clusters
  Score: Raw -58381.868634 + Penalty 2039.297657 = -56342.570977
  nChanged 132
		SP:Iteration 1F (74816.050000 sec): 3 clusters
  Score: Raw -58636.649306 + Penalty 2039.297657 = -56597.351649
  nChanged 43
		SP:Iteration 2F (74816.140000 sec): 3 clusters
  Score: Raw -58717.810693 + Penalty 2039.297657 = -56678.513036
  nChanged 39
		SP:Iteration 3F (74816.150000 sec): 3 clusters
  Score: Raw -58803.958376 + Penalty 2039.297657 = -56764.660719
  nChanged 34
		SP:Iteration 4F (74816.160000 sec): 3 clusters
  Score: Raw -58917.611051 + Penalty 2039.297657 = -56878.313394
  nChanged 22
		SP:Iteration 5Q (74816.170000 sec): 3 clusters
  Score: Raw -59016.819959 + Penalty 2039.297657 = -56977.522302
  nChanged 14
		SP:Iteration 6Q (74816.190000 sec): 3 clusters
  Score: Raw -59042.986269 + Penalty 2039.297657 = -57003.688613
  nChanged 8
		SP:Iteration 7Q (74816.200000 sec): 3 clusters
  Score: Raw -59060.371548 + Penalty 2039.297657 = -57021.073891
  nChanged 4
		SP:Iteration 8Q (74816.220000 sec): 3 clusters
  Score: Raw -59073.032058 + Penalty 2039.297657 = -57033.734401
  nChanged 7
		SP:Iteration 9Q (74816.230000 sec): 3 clusters
  Score: Raw -59083.598462 + Penalty 2039.297657 = -57044.300806
  nChanged 1
		SP:Iteration 10Q (74816.250000 sec): 3 clusters
  Score: Raw -59084.758467 + Penalty 2039.297657 = -57045.460810
  nChanged 0
		SP:Iteration 11F (74816.270000 sec): 3 clusters
  Score: Raw -59084.758467 + Penalty 2039.297657 = -57045.460810
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 10 (8456 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (74816.370000 sec): 2 clusters
  Score: Raw -964136.310228 + Penalty 1469.427623 = -962666.882604
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (74816.580000 sec): 3 clusters
  Score: Raw -959471.585791 + Penalty 2938.855246 = -956532.730544
  nChanged 3604
		SP:Iteration 1F (74816.720000 sec): 3 clusters
  Score: Raw -961496.674373 + Penalty 2938.855246 = -958557.819126
  nChanged 634
		SP:Iteration 2F (74816.850000 sec): 3 clusters
  Score: Raw -961875.656822 + Penalty 2938.855246 = -958936.801576
  nChanged 574
		SP:Iteration 3F (74816.980000 sec): 3 clusters
  Score: Raw -962221.455157 + Penalty 2938.855246 = -959282.599910
  nChanged 537
		SP:Iteration 4F (74817.200000 sec): 3 clusters
  Score: Raw -962591.295146 + Penalty 2938.855246 = -959652.439899
  nChanged 507
		SP:Iteration 5F (74817.400000 sec): 3 clusters
  Score: Raw -962933.875338 + Penalty 2938.855246 = -959995.020092
  nChanged 451
		SP:Iteration 6F (74817.630000 sec): 3 clusters
  Score: Raw -963242.797737 + Penalty 2938.855246 = -960303.942490
  nChanged 432
		SP:Iteration 7F (74817.860000 sec): 3 clusters
  Score: Raw -963511.957252 + Penalty 2938.855246 = -960573.102006
  nChanged 348
		SP:Iteration 8Q (74818.060000 sec): 3 clusters
  Score: Raw -963726.910182 + Penalty 2938.855246 = -960788.054935
  nChanged 279
		SP:Iteration 9Q (74818.260000 sec): 3 clusters
  Score: Raw -963916.247017 + Penalty 2938.855246 = -960977.391770
  nChanged 227
		SP:Iteration 10Q (74818.450000 sec): 3 clusters
  Score: Raw -964058.483312 + Penalty 2938.855246 = -961119.628065
  nChanged 191
		SP:Iteration 11Q (74818.640000 sec): 3 clusters
  Score: Raw -964166.219512 + Penalty 2938.855246 = -961227.364266
  nChanged 157
		SP:Iteration 12Q (74818.840000 sec): 3 clusters
  Score: Raw -964238.532052 + Penalty 2938.855246 = -961299.676806
  nChanged 106
		SP:Iteration 13Q (74819.030000 sec): 3 clusters
  Score: Raw -964285.123622 + Penalty 2938.855246 = -961346.268376
  nChanged 87
		SP:Iteration 14Q (74819.310000 sec): 3 clusters
  Score: Raw -964315.281479 + Penalty 2938.855246 = -961376.426232
  nChanged 69
		SP:Iteration 15Q (74819.470000 sec): 3 clusters
  Score: Raw -964337.181114 + Penalty 2938.855246 = -961398.325868
  nChanged 56
		SP:Iteration 16Q (74819.660000 sec): 3 clusters
  Score: Raw -964353.124627 + Penalty 2938.855246 = -961414.269381
  nChanged 46
		SP:Iteration 17Q (74819.850000 sec): 3 clusters
  Score: Raw -964368.426795 + Penalty 2938.855246 = -961429.571548
  nChanged 44
		SP:Iteration 18Q (74820.050000 sec): 3 clusters
  Score: Raw -964381.902962 + Penalty 2938.855246 = -961443.047715
  nChanged 33
		SP:Iteration 19Q (74820.250000 sec): 3 clusters
  Score: Raw -964392.356019 + Penalty 2938.855246 = -961453.500772
  nChanged 34
		SP:Iteration 20F (74820.440000 sec): 3 clusters
  Score: Raw -964401.752369 + Penalty 2938.855246 = -961462.897122
  nChanged 37
		SP:Iteration 21Q (74820.630000 sec): 3 clusters
  Score: Raw -964414.611609 + Penalty 2938.855246 = -961475.756363
  nChanged 35
		SP:Iteration 22Q (74820.830000 sec): 3 clusters
  Score: Raw -964423.733910 + Penalty 2938.855246 = -961484.878664
  nChanged 28
		SP:Iteration 23Q (74821.020000 sec): 3 clusters
  Score: Raw -964431.810967 + Penalty 2938.855246 = -961492.955720
  nChanged 26
		SP:Iteration 24Q (74821.220000 sec): 3 clusters
  Score: Raw -964437.328492 + Penalty 2938.855246 = -961498.473245
  nChanged 28
		SP:Iteration 25Q (74821.350000 sec): 3 clusters
  Score: Raw -964444.253379 + Penalty 2938.855246 = -961505.398132
  nChanged 32
		SP:Iteration 26Q (74821.470000 sec): 3 clusters
  Score: Raw -964452.705007 + Penalty 2938.855246 = -961513.849760
  nChanged 31
		SP:Iteration 27Q (74821.690000 sec): 3 clusters
  Score: Raw -964460.096089 + Penalty 2938.855246 = -961521.240842
  nChanged 33
		SP:Iteration 28Q (74821.890000 sec): 3 clusters
  Score: Raw -964468.477145 + Penalty 2938.855246 = -961529.621899
  nChanged 35
		SP:Iteration 29Q (74822.170000 sec): 3 clusters
  Score: Raw -964478.253882 + Penalty 2938.855246 = -961539.398635
  nChanged 36
		SP:Iteration 30Q (74822.320000 sec): 3 clusters
  Score: Raw -964489.534687 + Penalty 2938.855246 = -961550.679440
  nChanged 27
		SP:Iteration 31Q (74822.510000 sec): 3 clusters
  Score: Raw -964497.455130 + Penalty 2938.855246 = -961558.599883
  nChanged 35
		SP:Iteration 32Q (74822.690000 sec): 3 clusters
  Score: Raw -964509.295425 + Penalty 2938.855246 = -961570.440178
  nChanged 30
		SP:Iteration 33Q (74822.810000 sec): 3 clusters
  Score: Raw -964518.602751 + Penalty 2938.855246 = -961579.747505
  nChanged 32
		SP:Iteration 34Q (74823.010000 sec): 3 clusters
  Score: Raw -964531.036191 + Penalty 2938.855246 = -961592.180945
  nChanged 33
		SP:Iteration 35Q (74823.210000 sec): 3 clusters
  Score: Raw -964542.654424 + Penalty 2938.855246 = -961603.799178
  nChanged 26
		SP:Iteration 36Q (74823.410000 sec): 3 clusters
  Score: Raw -964553.345643 + Penalty 2938.855246 = -961614.490396
  nChanged 23
		SP:Iteration 37Q (74823.610000 sec): 3 clusters
  Score: Raw -964561.464674 + Penalty 2938.855246 = -961622.609427
  nChanged 28
		SP:Iteration 38Q (74823.800000 sec): 3 clusters
  Score: Raw -964569.664556 + Penalty 2938.855246 = -961630.809309
  nChanged 20
		SP:Iteration 39Q (74824.000000 sec): 3 clusters
  Score: Raw -964575.970476 + Penalty 2938.855246 = -961637.115229
  nChanged 22
		SP:Iteration 40F (74824.190000 sec): 3 clusters
  Score: Raw -964583.633959 + Penalty 2938.855246 = -961644.778713
  nChanged 29
		SP:Iteration 41Q (74824.310000 sec): 3 clusters
  Score: Raw -964593.428810 + Penalty 2938.855246 = -961654.573564
  nChanged 31
		SP:Iteration 42Q (74824.510000 sec): 3 clusters
  Score: Raw -964603.980958 + Penalty 2938.855246 = -961665.125711
  nChanged 37
		SP:Iteration 43Q (74824.700000 sec): 3 clusters
  Score: Raw -964618.473121 + Penalty 2938.855246 = -961679.617874
  nChanged 36
		SP:Iteration 44Q (74824.890000 sec): 3 clusters
  Score: Raw -964634.639646 + Penalty 2938.855246 = -961695.784400
  nChanged 30
		SP:Iteration 45Q (74825.090000 sec): 3 clusters
  Score: Raw -964648.094799 + Penalty 2938.855246 = -961709.239553
  nChanged 33
		SP:Iteration 46Q (74825.290000 sec): 3 clusters
  Score: Raw -964661.649027 + Penalty 2938.855246 = -961722.793780
  nChanged 27
		SP:Iteration 47Q (74825.490000 sec): 3 clusters
  Score: Raw -964672.982818 + Penalty 2938.855246 = -961734.127572
  nChanged 31
		SP:Iteration 48Q (74825.650000 sec): 3 clusters
  Score: Raw -964684.157468 + Penalty 2938.855246 = -961745.302222
  nChanged 22
		SP:Iteration 49Q (74825.870000 sec): 3 clusters
  Score: Raw -964693.718851 + Penalty 2938.855246 = -961754.863605
  nChanged 22
		SP:Iteration 50Q (74826.060000 sec): 3 clusters
  Score: Raw -964706.753012 + Penalty 2938.855246 = -961767.897766
  nChanged 29
		SP:Iteration 51Q (74826.250000 sec): 3 clusters
  Score: Raw -964723.979084 + Penalty 2938.855246 = -961785.123837
  nChanged 31
		SP:Iteration 52Q (74826.450000 sec): 3 clusters
  Score: Raw -964739.182395 + Penalty 2938.855246 = -961800.327148
  nChanged 19
		SP:Iteration 53Q (74826.640000 sec): 3 clusters
  Score: Raw -964748.976498 + Penalty 2938.855246 = -961810.121252
  nChanged 19
		SP:Iteration 54Q (74826.840000 sec): 3 clusters
  Score: Raw -964757.256857 + Penalty 2938.855246 = -961818.401611
  nChanged 12
		SP:Iteration 55Q (74826.950000 sec): 3 clusters
  Score: Raw -964764.124772 + Penalty 2938.855246 = -961825.269526
  nChanged 16
		SP:Iteration 56Q (74827.080000 sec): 3 clusters
  Score: Raw -964771.677081 + Penalty 2938.855246 = -961832.821835
  nChanged 9
		SP:Iteration 57Q (74827.210000 sec): 3 clusters
  Score: Raw -964775.871148 + Penalty 2938.855246 = -961837.015902
  nChanged 5
		SP:Iteration 58Q (74827.420000 sec): 3 clusters
  Score: Raw -964778.411570 + Penalty 2938.855246 = -961839.556323
  nChanged 7
		SP:Iteration 59Q (74827.610000 sec): 3 clusters
  Score: Raw -964781.396650 + Penalty 2938.855246 = -961842.541403
  nChanged 8
		SP:Iteration 60F (74827.750000 sec): 3 clusters
  Score: Raw -964784.559712 + Penalty 2938.855246 = -961845.704466
  nChanged 8
		SP:Iteration 61Q (74827.870000 sec): 3 clusters
  Score: Raw -964790.190825 + Penalty 2938.855246 = -961851.335579
  nChanged 5
		SP:Iteration 62Q (74827.990000 sec): 3 clusters
  Score: Raw -964793.434452 + Penalty 2938.855246 = -961854.579205
  nChanged 6
		SP:Iteration 63Q (74828.200000 sec): 3 clusters
  Score: Raw -964796.517934 + Penalty 2938.855246 = -961857.662688
  nChanged 8
		SP:Iteration 64Q (74828.390000 sec): 3 clusters
  Score: Raw -964799.797268 + Penalty 2938.855246 = -961860.942022
  nChanged 8
		SP:Iteration 65Q (74828.590000 sec): 3 clusters
  Score: Raw -964802.983225 + Penalty 2938.855246 = -961864.127979
  nChanged 8
		SP:Iteration 66Q (74828.780000 sec): 3 clusters
  Score: Raw -964806.474128 + Penalty 2938.855246 = -961867.618881
  nChanged 6
		SP:Iteration 67Q (74828.910000 sec): 3 clusters
  Score: Raw -964809.569790 + Penalty 2938.855246 = -961870.714543
  nChanged 4
		SP:Iteration 68Q (74829.040000 sec): 3 clusters
  Score: Raw -964811.687762 + Penalty 2938.855246 = -961872.832516
  nChanged 3
		SP:Iteration 69Q (74829.250000 sec): 3 clusters
  Score: Raw -964813.661392 + Penalty 2938.855246 = -961874.806146
  nChanged 1
		SP:Iteration 70Q (74829.450000 sec): 3 clusters
  Score: Raw -964814.228285 + Penalty 2938.855246 = -961875.373038
  nChanged 2
		SP:Iteration 71Q (74829.650000 sec): 3 clusters
  Score: Raw -964814.766974 + Penalty 2938.855246 = -961875.911728
  nChanged 1
		SP:Iteration 72Q (74829.770000 sec): 3 clusters
  Score: Raw -964815.134425 + Penalty 2938.855246 = -961876.279178
  nChanged 0
		SP:Iteration 73F (74829.950000 sec): 3 clusters
  Score: Raw -964815.134425 + Penalty 2938.855246 = -961876.279178
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 11 (917 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (74830.010000 sec): 2 clusters
  Score: Raw -105910.378672 + Penalty 1108.429964 = -104801.948707
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (74830.180000 sec): 3 clusters
  Score: Raw -105712.492702 + Penalty 2216.859928 = -103495.632773
  nChanged 257
		SP:Iteration 1F (74830.360000 sec): 3 clusters
  Score: Raw -105980.992252 + Penalty 2216.859928 = -103764.132323
  nChanged 59
		SP:Iteration 2F (74830.450000 sec): 3 clusters
  Score: Raw -106056.963083 + Penalty 2216.859928 = -103840.103154
  nChanged 53
		SP:Iteration 3F (74830.470000 sec): 3 clusters
  Score: Raw -106120.560257 + Penalty 2216.859928 = -103903.700328
  nChanged 27
		SP:Iteration 4Q (74830.480000 sec): 3 clusters
  Score: Raw -106155.991371 + Penalty 2216.859928 = -103939.131442
  nChanged 17
		SP:Iteration 5Q (74830.510000 sec): 3 clusters
  Score: Raw -106183.909850 + Penalty 2216.859928 = -103967.049922
  nChanged 16
		SP:Iteration 6Q (74830.530000 sec): 3 clusters
  Score: Raw -106200.152522 + Penalty 2216.859928 = -103983.292593
  nChanged 22
		SP:Iteration 7Q (74830.560000 sec): 3 clusters
  Score: Raw -106232.481784 + Penalty 2216.859928 = -104015.621856
  nChanged 18
		SP:Iteration 8Q (74830.580000 sec): 3 clusters
  Score: Raw -106248.371580 + Penalty 2216.859928 = -104031.511651
  nChanged 10
		SP:Iteration 9Q (74830.600000 sec): 3 clusters
  Score: Raw -106258.879751 + Penalty 2216.859928 = -104042.019822
  nChanged 7
		SP:Iteration 10Q (74830.630000 sec): 3 clusters
  Score: Raw -106268.014281 + Penalty 2216.859928 = -104051.154353
  nChanged 5
		SP:Iteration 11Q (74830.650000 sec): 3 clusters
  Score: Raw -106277.898135 + Penalty 2216.859928 = -104061.038207
  nChanged 7
		SP:Iteration 12Q (74830.680000 sec): 3 clusters
  Score: Raw -106284.396756 + Penalty 2216.859928 = -104067.536827
  nChanged 9
		SP:Iteration 13Q (74830.700000 sec): 3 clusters
  Score: Raw -106291.203274 + Penalty 2216.859928 = -104074.343346
  nChanged 8
		SP:Iteration 14Q (74830.720000 sec): 3 clusters
  Score: Raw -106296.171229 + Penalty 2216.859928 = -104079.311301
  nChanged 7
		SP:Iteration 15Q (74830.750000 sec): 3 clusters
  Score: Raw -106302.350543 + Penalty 2216.859928 = -104085.490614
  nChanged 4
		SP:Iteration 16Q (74830.770000 sec): 3 clusters
  Score: Raw -106305.656353 + Penalty 2216.859928 = -104088.796424
  nChanged 7
		SP:Iteration 17Q (74830.800000 sec): 3 clusters
  Score: Raw -106309.541988 + Penalty 2216.859928 = -104092.682060
  nChanged 3
		SP:Iteration 18Q (74830.820000 sec): 3 clusters
  Score: Raw -106312.253729 + Penalty 2216.859928 = -104095.393801
  nChanged 5
		SP:Iteration 19Q (74830.840000 sec): 3 clusters
  Score: Raw -106314.151949 + Penalty 2216.859928 = -104097.292020
  nChanged 2
		SP:Iteration 20F (74830.870000 sec): 3 clusters
  Score: Raw -106317.985470 + Penalty 2216.859928 = -104101.125541
  nChanged 5
		SP:Iteration 21Q (74830.890000 sec): 3 clusters
  Score: Raw -106324.195105 + Penalty 2216.859928 = -104107.335177
  nChanged 3
		SP:Iteration 22Q (74830.920000 sec): 3 clusters
  Score: Raw -106325.857964 + Penalty 2216.859928 = -104108.998036
  nChanged 1
		SP:Iteration 23Q (74830.940000 sec): 3 clusters
  Score: Raw -106326.643639 + Penalty 2216.859928 = -104109.783710
  nChanged 4
		SP:Iteration 24Q (74830.960000 sec): 3 clusters
  Score: Raw -106328.664695 + Penalty 2216.859928 = -104111.804766
  nChanged 1
		SP:Iteration 25Q (74830.980000 sec): 3 clusters
  Score: Raw -106329.412035 + Penalty 2216.859928 = -104112.552106
  nChanged 0
		SP:Iteration 26F (74831.010000 sec): 3 clusters
  Score: Raw -106329.412035 + Penalty 2216.859928 = -104112.552106
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 12 (502 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (74831.060000 sec): 2 clusters
  Score: Raw -60916.023429 + Penalty 1010.522519 = -59905.500909
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (74831.070000 sec): 3 clusters
  Score: Raw -60871.946876 + Penalty 2021.045039 = -58850.901837
  nChanged 100
		SP:Iteration 1F (74831.080000 sec): 3 clusters
  Score: Raw -60997.800907 + Penalty 2021.045039 = -58976.755868
  nChanged 22
		SP:Iteration 2Q (74831.100000 sec): 3 clusters
  Score: Raw -61024.349320 + Penalty 2021.045039 = -59003.304281
  nChanged 10
		SP:Iteration 3Q (74831.120000 sec): 3 clusters
  Score: Raw -61038.078052 + Penalty 2021.045039 = -59017.033013
  nChanged 4
		SP:Iteration 4Q (74831.130000 sec): 3 clusters
  Score: Raw -61044.956275 + Penalty 2021.045039 = -59023.911236
  nChanged 4
		SP:Iteration 5Q (74831.150000 sec): 3 clusters
  Score: Raw -61050.353523 + Penalty 2021.045039 = -59029.308484
  nChanged 1
		SP:Iteration 6Q (74831.160000 sec): 3 clusters
  Score: Raw -61052.498972 + Penalty 2021.045039 = -59031.453933
  nChanged 2
		SP:Iteration 7Q (74831.180000 sec): 3 clusters
  Score: Raw -61057.966127 + Penalty 2021.045039 = -59036.921088
  nChanged 5
		SP:Iteration 8Q (74831.190000 sec): 3 clusters
  Score: Raw -61063.689654 + Penalty 2021.045039 = -59042.644615
  nChanged 1
		SP:Iteration 9Q (74831.210000 sec): 3 clusters
  Score: Raw -61066.310355 + Penalty 2021.045039 = -59045.265316
  nChanged 1
		SP:Iteration 10Q (74831.220000 sec): 3 clusters
  Score: Raw -61068.270417 + Penalty 2021.045039 = -59047.225378
  nChanged 1
		SP:Iteration 11Q (74831.240000 sec): 3 clusters
  Score: Raw -61068.872118 + Penalty 2021.045039 = -59047.827079
  nChanged 1
		SP:Iteration 12Q (74831.260000 sec): 3 clusters
  Score: Raw -61072.278467 + Penalty 2021.045039 = -59051.233428
  nChanged 0
		SP:Iteration 13F (74831.270000 sec): 3 clusters
  Score: Raw -61072.278467 + Penalty 2021.045039 = -59051.233428
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 13 (554 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (74831.320000 sec): 2 clusters
  Score: Raw -67940.201382 + Penalty 1026.539262 = -66913.662121
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (74831.330000 sec): 3 clusters
  Score: Raw -67838.219203 + Penalty 2053.078523 = -65785.140680
  nChanged 127
		SP:Iteration 1F (74831.350000 sec): 3 clusters
  Score: Raw -67982.102582 + Penalty 2053.078523 = -65929.024059
  nChanged 20
		SP:Iteration 2Q (74831.370000 sec): 3 clusters
  Score: Raw -68011.492493 + Penalty 2053.078523 = -65958.413970
  nChanged 16
		SP:Iteration 3Q (74831.380000 sec): 3 clusters
  Score: Raw -68034.455114 + Penalty 2053.078523 = -65981.376590
  nChanged 8
		SP:Iteration 4Q (74831.400000 sec): 3 clusters
  Score: Raw -68046.844104 + Penalty 2053.078523 = -65993.765581
  nChanged 3
		SP:Iteration 5Q (74831.420000 sec): 3 clusters
  Score: Raw -68053.276743 + Penalty 2053.078523 = -66000.198220
  nChanged 5
		SP:Iteration 6Q (74831.430000 sec): 3 clusters
  Score: Raw -68058.221576 + Penalty 2053.078523 = -66005.143053
  nChanged 3
		SP:Iteration 7Q (74831.450000 sec): 3 clusters
  Score: Raw -68064.612725 + Penalty 2053.078523 = -66011.534202
  nChanged 4
		SP:Iteration 8Q (74831.460000 sec): 3 clusters
  Score: Raw -68068.948029 + Penalty 2053.078523 = -66015.869506
  nChanged 0
		SP:Iteration 9F (74831.480000 sec): 3 clusters
  Score: Raw -68068.948029 + Penalty 2053.078523 = -66015.869506
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 14 (320 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (74831.520000 sec): 2 clusters
  Score: Raw -34690.586337 + Penalty 937.352162 = -33753.234175
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (74831.530000 sec): 3 clusters
  Score: Raw -34772.149407 + Penalty 1874.704324 = -32897.445083
  nChanged 63
		SP:Iteration 1F (74831.540000 sec): 3 clusters
  Score: Raw -34926.662825 + Penalty 1874.704324 = -33051.958502
  nChanged 18
		SP:Iteration 2F (74831.540000 sec): 3 clusters
  Score: Raw -35026.607043 + Penalty 1874.704324 = -33151.902719
  nChanged 15
		SP:Iteration 3Q (74831.550000 sec): 3 clusters
  Score: Raw -35089.851332 + Penalty 1874.704324 = -33215.147008
  nChanged 10
		SP:Iteration 4Q (74831.560000 sec): 3 clusters
  Score: Raw -35135.351054 + Penalty 1874.704324 = -33260.646730
  nChanged 5
		SP:Iteration 5Q (74831.570000 sec): 3 clusters
  Score: Raw -35175.867225 + Penalty 1874.704324 = -33301.162901
  nChanged 5
		SP:Iteration 6Q (74831.580000 sec): 3 clusters
  Score: Raw -35197.677477 + Penalty 1874.704324 = -33322.973153
  nChanged 6
		SP:Iteration 7Q (74831.580000 sec): 3 clusters
  Score: Raw -35228.705777 + Penalty 1874.704324 = -33354.001453
  nChanged 3
		SP:Iteration 8Q (74831.590000 sec): 3 clusters
  Score: Raw -35236.122523 + Penalty 1874.704324 = -33361.418199
  nChanged 0
		SP:Iteration 9F (74831.600000 sec): 3 clusters
  Score: Raw -35236.122523 + Penalty 1874.704324 = -33361.418199
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 15 (5268 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (74831.770000 sec): 2 clusters
  Score: Raw -639158.615868 + Penalty 1392.528485 = -637766.087383
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (74831.820000 sec): 3 clusters
  Score: Raw -636407.038335 + Penalty 2785.056970 = -633621.981364
  nChanged 2134
		SP:Iteration 1F (74831.920000 sec): 3 clusters
  Score: Raw -637547.102009 + Penalty 2785.056970 = -634762.045039
  nChanged 374
		SP:Iteration 2F (74832.120000 sec): 3 clusters
  Score: Raw -637728.769421 + Penalty 2785.056970 = -634943.712450
  nChanged 289
		SP:Iteration 3F (74832.290000 sec): 3 clusters
  Score: Raw -637882.107971 + Penalty 2785.056970 = -635097.051001
  nChanged 264
		SP:Iteration 4F (74832.470000 sec): 3 clusters
  Score: Raw -638045.134681 + Penalty 2785.056970 = -635260.077710
  nChanged 270
		SP:Iteration 5F (74832.640000 sec): 3 clusters
  Score: Raw -638222.745389 + Penalty 2785.056970 = -635437.688419
  nChanged 281
		SP:Iteration 6F (74832.810000 sec): 3 clusters
  Score: Raw -638406.127693 + Penalty 2785.056970 = -635621.070722
  nChanged 281
		SP:Iteration 7F (74832.990000 sec): 3 clusters
  Score: Raw -638611.155617 + Penalty 2785.056970 = -635826.098646
  nChanged 240
		SP:Iteration 8Q (74833.160000 sec): 3 clusters
  Score: Raw -638800.058445 + Penalty 2785.056970 = -636015.001474
  nChanged 236
		SP:Iteration 9Q (74833.330000 sec): 3 clusters
  Score: Raw -638988.230455 + Penalty 2785.056970 = -636203.173484
  nChanged 220
		SP:Iteration 10Q (74833.450000 sec): 3 clusters
  Score: Raw -639160.708389 + Penalty 2785.056970 = -636375.651418
  nChanged 179
		SP:Iteration 11Q (74833.540000 sec): 3 clusters
  Score: Raw -639294.540491 + Penalty 2785.056970 = -636509.483520
  nChanged 129
		SP:Iteration 12Q (74833.630000 sec): 3 clusters
  Score: Raw -639385.950342 + Penalty 2785.056970 = -636600.893372
  nChanged 98
		SP:Iteration 13Q (74833.720000 sec): 3 clusters
  Score: Raw -639450.662614 + Penalty 2785.056970 = -636665.605643
  nChanged 94
		SP:Iteration 14Q (74833.810000 sec): 3 clusters
  Score: Raw -639507.630856 + Penalty 2785.056970 = -636722.573885
  nChanged 68
		SP:Iteration 15Q (74833.910000 sec): 3 clusters
  Score: Raw -639539.449008 + Penalty 2785.056970 = -636754.392037
  nChanged 59
		SP:Iteration 16Q (74834.000000 sec): 3 clusters
  Score: Raw -639563.315309 + Penalty 2785.056970 = -636778.258339
  nChanged 47
		SP:Iteration 17Q (74834.090000 sec): 3 clusters
  Score: Raw -639582.107251 + Penalty 2785.056970 = -636797.050280
  nChanged 42
		SP:Iteration 18Q (74834.180000 sec): 3 clusters
  Score: Raw -639598.274578 + Penalty 2785.056970 = -636813.217607
  nChanged 41
		SP:Iteration 19Q (74834.270000 sec): 3 clusters
  Score: Raw -639610.365468 + Penalty 2785.056970 = -636825.308498
  nChanged 30
		SP:Iteration 20F (74834.360000 sec): 3 clusters
  Score: Raw -639618.553000 + Penalty 2785.056970 = -636833.496029
  nChanged 16
		SP:Iteration 21Q (74834.540000 sec): 3 clusters
  Score: Raw -639622.627607 + Penalty 2785.056970 = -636837.570636
  nChanged 16
		SP:Iteration 22Q (74834.630000 sec): 3 clusters
  Score: Raw -639628.501589 + Penalty 2785.056970 = -636843.444618
  nChanged 29
		SP:Iteration 23Q (74834.720000 sec): 3 clusters
  Score: Raw -639638.450490 + Penalty 2785.056970 = -636853.393520
  nChanged 17
		SP:Iteration 24Q (74834.810000 sec): 3 clusters
  Score: Raw -639642.792147 + Penalty 2785.056970 = -636857.735177
  nChanged 19
		SP:Iteration 25Q (74834.900000 sec): 3 clusters
  Score: Raw -639649.336565 + Penalty 2785.056970 = -636864.279595
  nChanged 20
		SP:Iteration 26Q (74835.000000 sec): 3 clusters
  Score: Raw -639654.722671 + Penalty 2785.056970 = -636869.665700
  nChanged 17
		SP:Iteration 27Q (74835.090000 sec): 3 clusters
  Score: Raw -639659.700617 + Penalty 2785.056970 = -636874.643647
  nChanged 16
		SP:Iteration 28Q (74835.180000 sec): 3 clusters
  Score: Raw -639668.073465 + Penalty 2785.056970 = -636883.016495
  nChanged 29
		SP:Iteration 29Q (74835.270000 sec): 3 clusters
  Score: Raw -639681.507485 + Penalty 2785.056970 = -636896.450514
  nChanged 24
		SP:Iteration 30Q (74835.360000 sec): 3 clusters
  Score: Raw -639697.953425 + Penalty 2785.056970 = -636912.896455
  nChanged 38
		SP:Iteration 31Q (74835.450000 sec): 3 clusters
  Score: Raw -639746.214070 + Penalty 2785.056970 = -636961.157100
  nChanged 47
		SP:Iteration 32Q (74835.540000 sec): 3 clusters
  Score: Raw -639796.544816 + Penalty 2785.056970 = -637011.487846
  nChanged 47
		SP:Iteration 33Q (74835.640000 sec): 3 clusters
  Score: Raw -639838.917497 + Penalty 2785.056970 = -637053.860527
  nChanged 40
		SP:Iteration 34Q (74835.830000 sec): 3 clusters
  Score: Raw -639859.252793 + Penalty 2785.056970 = -637074.195822
  nChanged 22
		SP:Iteration 35Q (74836.010000 sec): 3 clusters
  Score: Raw -639865.027936 + Penalty 2785.056970 = -637079.970965
  nChanged 19
		SP:Iteration 36Q (74836.180000 sec): 3 clusters
  Score: Raw -639872.540236 + Penalty 2785.056970 = -637087.483266
  nChanged 20
		SP:Iteration 37Q (74836.380000 sec): 3 clusters
  Score: Raw -639878.726360 + Penalty 2785.056970 = -637093.669390
  nChanged 14
		SP:Iteration 38Q (74836.570000 sec): 3 clusters
  Score: Raw -639882.161155 + Penalty 2785.056970 = -637097.104184
  nChanged 10
		SP:Iteration 39Q (74836.750000 sec): 3 clusters
  Score: Raw -639884.998729 + Penalty 2785.056970 = -637099.941758
  nChanged 8
		SP:Iteration 40F (74836.920000 sec): 3 clusters
  Score: Raw -639886.430274 + Penalty 2785.056970 = -637101.373304
  nChanged 3
		SP:Iteration 41Q (74837.100000 sec): 3 clusters
  Score: Raw -639886.782571 + Penalty 2785.056970 = -637101.725600
  nChanged 3
		SP:Iteration 42Q (74837.270000 sec): 3 clusters
  Score: Raw -639887.017357 + Penalty 2785.056970 = -637101.960387
  nChanged 0
		SP:Iteration 43F (74837.450000 sec): 3 clusters
  Score: Raw -639887.017357 + Penalty 2785.056970 = -637101.960387
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 16 (349601 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (74839.300000 sec): 2 clusters
  Score: Raw -42882894.230359 + Penalty 2074.239015 = -42880819.991345
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (74842.140000 sec): 3 clusters
  Score: Raw -42648995.129755 + Penalty 4148.478030 = -42644846.651725
  nChanged 170763
		SP:Iteration 1F (74844.950000 sec): 3 clusters
  Score: Raw -42753468.495424 + Penalty 4148.478030 = -42749320.017394
  nChanged 12995
		SP:Iteration 2Q (74848.060000 sec): 3 clusters
  Score: Raw -42757724.870094 + Penalty 4148.478030 = -42753576.392064
  nChanged 16804
		SP:Iteration 3Q (74851.080000 sec): 3 clusters
  Score: Raw -42764722.374997 + Penalty 4148.478030 = -42760573.896967
  nChanged 20742
		SP:Iteration 4F (74853.930000 sec): 3 clusters
  Score: Raw -42774826.444493 + Penalty 4148.478030 = -42770677.966464
  nChanged 22841
		SP:Iteration 5F (74856.800000 sec): 3 clusters
  Score: Raw -42786655.223121 + Penalty 4148.478030 = -42782506.745091
  nChanged 22340
		SP:Iteration 6F (74859.620000 sec): 3 clusters
  Score: Raw -42798000.739423 + Penalty 4148.478030 = -42793852.261393
  nChanged 19993
		SP:Iteration 7F (74862.440000 sec): 3 clusters
  Score: Raw -42807532.976057 + Penalty 4148.478030 = -42803384.498027
  nChanged 17151
		SP:Iteration 8Q (74865.500000 sec): 3 clusters
  Score: Raw -42815515.928809 + Penalty 4148.478030 = -42811367.450780
  nChanged 15150
		SP:Iteration 9Q (74868.500000 sec): 3 clusters
  Score: Raw -42822930.249739 + Penalty 4148.478030 = -42818781.771709
  nChanged 14862
		SP:Iteration 10Q (74871.280000 sec): 3 clusters
  Score: Raw -42831402.307086 + Penalty 4148.478030 = -42827253.829056
  nChanged 15649
		SP:Iteration 11Q (74874.260000 sec): 3 clusters
  Score: Raw -42842126.780621 + Penalty 4148.478030 = -42837978.302592
  nChanged 15927
		SP:Iteration 12Q (74877.360000 sec): 3 clusters
  Score: Raw -42855283.393222 + Penalty 4148.478030 = -42851134.915192
  nChanged 13943
		SP:Iteration 13Q (74880.380000 sec): 3 clusters
  Score: Raw -42868162.837721 + Penalty 4148.478030 = -42864014.359692
  nChanged 9303
		SP:Iteration 14Q (74883.270000 sec): 3 clusters
  Score: Raw -42876795.985353 + Penalty 4148.478030 = -42872647.507324
  nChanged 4578
		SP:Iteration 15Q (74885.780000 sec): 3 clusters
  Score: Raw -42880772.919176 + Penalty 4148.478030 = -42876624.441146
  nChanged 1850
		SP:Iteration 16Q (74888.170000 sec): 3 clusters
  Score: Raw -42882266.634141 + Penalty 4148.478030 = -42878118.156112
  nChanged 705
		SP:Iteration 17Q (74890.500000 sec): 3 clusters
  Score: Raw -42882812.679465 + Penalty 4148.478030 = -42878664.201436
  nChanged 292
		SP:Iteration 18Q (74893.010000 sec): 3 clusters
  Score: Raw -42883027.531846 + Penalty 4148.478030 = -42878879.053816
  nChanged 148
		SP:Iteration 19Q (74895.520000 sec): 3 clusters
  Score: Raw -42883122.150470 + Penalty 4148.478030 = -42878973.672440
  nChanged 82
		SP:Iteration 20F (74898.220000 sec): 3 clusters
  Score: Raw -42883181.116737 + Penalty 4148.478030 = -42879032.638707
  nChanged 55
		SP:Iteration 21Q (74900.670000 sec): 3 clusters
  Score: Raw -42883217.616407 + Penalty 4148.478030 = -42879069.138377
  nChanged 51
		SP:Iteration 22Q (74903.080000 sec): 3 clusters
  Score: Raw -42883255.913070 + Penalty 4148.478030 = -42879107.435041
  nChanged 32
		SP:Iteration 23Q (74905.590000 sec): 3 clusters
  Score: Raw -42883279.566299 + Penalty 4148.478030 = -42879131.088270
  nChanged 26
		SP:Iteration 24Q (74908.110000 sec): 3 clusters
  Score: Raw -42883297.128715 + Penalty 4148.478030 = -42879148.650685
  nChanged 16
		SP:Iteration 25Q (74910.650000 sec): 3 clusters
  Score: Raw -42883306.558559 + Penalty 4148.478030 = -42879158.080529
  nChanged 13
		SP:Iteration 26Q (74913.090000 sec): 3 clusters
  Score: Raw -42883312.224213 + Penalty 4148.478030 = -42879163.746183
  nChanged 11
		SP:Iteration 27Q (74915.550000 sec): 3 clusters
  Score: Raw -42883316.505524 + Penalty 4148.478030 = -42879168.027494
  nChanged 6
		SP:Iteration 28Q (74918.060000 sec): 3 clusters
  Score: Raw -42883320.010032 + Penalty 4148.478030 = -42879171.532002
  nChanged 6
		SP:Iteration 29Q (74920.590000 sec): 3 clusters
  Score: Raw -42883323.522752 + Penalty 4148.478030 = -42879175.044722
  nChanged 9
		SP:Iteration 30Q (74923.110000 sec): 3 clusters
  Score: Raw -42883328.976616 + Penalty 4148.478030 = -42879180.498586
  nChanged 9
		SP:Iteration 31Q (74925.580000 sec): 3 clusters
  Score: Raw -42883334.334964 + Penalty 4148.478030 = -42879185.856935
  nChanged 5
		SP:Iteration 32Q (74928.090000 sec): 3 clusters
  Score: Raw -42883338.822184 + Penalty 4148.478030 = -42879190.344155
  nChanged 5
		SP:Iteration 33Q (74930.580000 sec): 3 clusters
  Score: Raw -42883343.079346 + Penalty 4148.478030 = -42879194.601316
  nChanged 4
		SP:Iteration 34Q (74933.050000 sec): 3 clusters
  Score: Raw -42883345.323630 + Penalty 4148.478030 = -42879196.845601
  nChanged 2
		SP:Iteration 35Q (74935.370000 sec): 3 clusters
  Score: Raw -42883346.140384 + Penalty 4148.478030 = -42879197.662354
  nChanged 3
		SP:Iteration 36Q (74937.660000 sec): 3 clusters
  Score: Raw -42883347.270170 + Penalty 4148.478030 = -42879198.792140
  nChanged 2
		SP:Iteration 37Q (74940.160000 sec): 3 clusters
  Score: Raw -42883348.330297 + Penalty 4148.478030 = -42879199.852267
  nChanged 2
		SP:Iteration 38Q (74942.640000 sec): 3 clusters
  Score: Raw -42883349.354359 + Penalty 4148.478030 = -42879200.876329
  nChanged 3
		SP:Iteration 39Q (74945.030000 sec): 3 clusters
  Score: Raw -42883351.487529 + Penalty 4148.478030 = -42879203.009499
  nChanged 3
		SP:Iteration 40F (74947.550000 sec): 3 clusters
  Score: Raw -42883352.505329 + Penalty 4148.478030 = -42879204.027300
  nChanged 2
		SP:Iteration 41Q (74950.050000 sec): 3 clusters
  Score: Raw -42883353.212934 + Penalty 4148.478030 = -42879204.734904
  nChanged 1
		SP:Iteration 42Q (74952.540000 sec): 3 clusters
  Score: Raw -42883353.663126 + Penalty 4148.478030 = -42879205.185097
  nChanged 0
		SP:Iteration 43F (74955.190000 sec): 3 clusters
  Score: Raw -42883353.663126 + Penalty 4148.478030 = -42879205.185097
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 17 (27491 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (74955.490000 sec): 2 clusters
  Score: Raw -3412469.290426 + Penalty 1661.012268 = -3410808.278158
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (74955.850000 sec): 3 clusters
  Score: Raw -3395421.084750 + Penalty 3322.024536 = -3392099.060214
  nChanged 12685
		SP:Iteration 1F (74956.210000 sec): 3 clusters
  Score: Raw -3402523.308812 + Penalty 3322.024536 = -3399201.284275
  nChanged 1489
		SP:Iteration 2F (74956.540000 sec): 3 clusters
  Score: Raw -3403245.115182 + Penalty 3322.024536 = -3399923.090646
  nChanged 1736
		SP:Iteration 3F (74956.850000 sec): 3 clusters
  Score: Raw -3404317.339579 + Penalty 3322.024536 = -3400995.315043
  nChanged 1971
		SP:Iteration 4F (74957.160000 sec): 3 clusters
  Score: Raw -3405912.058735 + Penalty 3322.024536 = -3402590.034199
  nChanged 2331
		SP:Iteration 5F (74957.490000 sec): 3 clusters
  Score: Raw -3408148.236044 + Penalty 3322.024536 = -3404826.211508
  nChanged 2222
		SP:Iteration 6F (74957.820000 sec): 3 clusters
  Score: Raw -3410496.382358 + Penalty 3322.024536 = -3407174.357822
  nChanged 1844
		SP:Iteration 7F (74958.190000 sec): 3 clusters
  Score: Raw -3412893.967949 + Penalty 3322.024536 = -3409571.943413
  nChanged 1288
		SP:Iteration 8Q (74958.630000 sec): 3 clusters
  Score: Raw -3414879.640041 + Penalty 3322.024536 = -3411557.615505
  nChanged 740
		SP:Iteration 9Q (74958.970000 sec): 3 clusters
  Score: Raw -3415628.298757 + Penalty 3322.024536 = -3412306.274221
  nChanged 385
		SP:Iteration 10Q (74959.320000 sec): 3 clusters
  Score: Raw -3415784.907444 + Penalty 3322.024536 = -3412462.882907
  nChanged 183
		SP:Iteration 11Q (74959.670000 sec): 3 clusters
  Score: Raw -3415837.442001 + Penalty 3322.024536 = -3412515.417465
  nChanged 140
		SP:Iteration 12Q (74960.010000 sec): 3 clusters
  Score: Raw -3415867.874736 + Penalty 3322.024536 = -3412545.850199
  nChanged 98
		SP:Iteration 13Q (74960.360000 sec): 3 clusters
  Score: Raw -3415884.591307 + Penalty 3322.024536 = -3412562.566771
  nChanged 81
		SP:Iteration 14Q (74960.700000 sec): 3 clusters
  Score: Raw -3415894.722392 + Penalty 3322.024536 = -3412572.697856
  nChanged 47
		SP:Iteration 15Q (74960.980000 sec): 3 clusters
  Score: Raw -3415899.837367 + Penalty 3322.024536 = -3412577.812830
  nChanged 40
		SP:Iteration 16Q (74961.390000 sec): 3 clusters
  Score: Raw -3415903.571805 + Penalty 3322.024536 = -3412581.547268
  nChanged 29
		SP:Iteration 17Q (74961.700000 sec): 3 clusters
  Score: Raw -3415905.702018 + Penalty 3322.024536 = -3412583.677482
  nChanged 20
		SP:Iteration 18Q (74962.040000 sec): 3 clusters
  Score: Raw -3415907.610194 + Penalty 3322.024536 = -3412585.585658
  nChanged 14
		SP:Iteration 19Q (74962.390000 sec): 3 clusters
  Score: Raw -3415908.901926 + Penalty 3322.024536 = -3412586.877390
  nChanged 12
		SP:Iteration 20F (74962.770000 sec): 3 clusters
  Score: Raw -3415909.839643 + Penalty 3322.024536 = -3412587.815107
  nChanged 15
		SP:Iteration 21Q (74963.150000 sec): 3 clusters
  Score: Raw -3415911.336779 + Penalty 3322.024536 = -3412589.312243
  nChanged 16
		SP:Iteration 22Q (74963.540000 sec): 3 clusters
  Score: Raw -3415912.370171 + Penalty 3322.024536 = -3412590.345635
  nChanged 7
		SP:Iteration 23Q (74963.820000 sec): 3 clusters
  Score: Raw -3415912.681257 + Penalty 3322.024536 = -3412590.656721
  nChanged 5
		SP:Iteration 24Q (74964.150000 sec): 3 clusters
  Score: Raw -3415912.911799 + Penalty 3322.024536 = -3412590.887262
  nChanged 1
		SP:Iteration 25Q (74964.530000 sec): 3 clusters
  Score: Raw -3415912.956091 + Penalty 3322.024536 = -3412590.931555
  nChanged 1
		SP:Iteration 26Q (74964.890000 sec): 3 clusters
  Score: Raw -3415912.987536 + Penalty 3322.024536 = -3412590.963000
  nChanged 0
		SP:Iteration 27F (74965.240000 sec): 3 clusters
  Score: Raw -3415912.987536 + Penalty 3322.024536 = -3412590.963000
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 74.
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 18 (5420 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (74965.360000 sec): 2 clusters
  Score: Raw -654315.852064 + Penalty 1397.150803 = -652918.701262
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (74965.550000 sec): 3 clusters
  Score: Raw -651435.813694 + Penalty 2794.301606 = -648641.512088
  nChanged 2266
		SP:Iteration 1F (74965.640000 sec): 3 clusters
  Score: Raw -652635.333130 + Penalty 2794.301606 = -649841.031524
  nChanged 389
		SP:Iteration 2F (74965.830000 sec): 3 clusters
  Score: Raw -652856.713917 + Penalty 2794.301606 = -650062.412311
  nChanged 308
		SP:Iteration 3F (74965.990000 sec): 3 clusters
  Score: Raw -653035.192935 + Penalty 2794.301606 = -650240.891329
  nChanged 283
		SP:Iteration 4F (74966.130000 sec): 3 clusters
  Score: Raw -653212.579526 + Penalty 2794.301606 = -650418.277920
  nChanged 268
		SP:Iteration 5Q (74966.230000 sec): 3 clusters
  Score: Raw -653386.584146 + Penalty 2794.301606 = -650592.282540
  nChanged 305
		SP:Iteration 6F (74966.450000 sec): 3 clusters
  Score: Raw -653635.295059 + Penalty 2794.301606 = -650840.993453
  nChanged 335
		SP:Iteration 7F (74966.580000 sec): 3 clusters
  Score: Raw -653944.755258 + Penalty 2794.301606 = -651150.453653
  nChanged 318
		SP:Iteration 8F (74966.680000 sec): 3 clusters
  Score: Raw -654207.862962 + Penalty 2794.301606 = -651413.561357
  nChanged 250
		SP:Iteration 9Q (74966.890000 sec): 3 clusters
  Score: Raw -654378.197808 + Penalty 2794.301606 = -651583.896202
  nChanged 186
		SP:Iteration 10Q (74967.020000 sec): 3 clusters
  Score: Raw -654479.079993 + Penalty 2794.301606 = -651684.778387
  nChanged 133
		SP:Iteration 11Q (74967.140000 sec): 3 clusters
  Score: Raw -654542.657158 + Penalty 2794.301606 = -651748.355553
  nChanged 87
		SP:Iteration 12Q (74967.230000 sec): 3 clusters
  Score: Raw -654582.621021 + Penalty 2794.301606 = -651788.319415
  nChanged 73
		SP:Iteration 13Q (74967.410000 sec): 3 clusters
  Score: Raw -654613.770057 + Penalty 2794.301606 = -651819.468451
  nChanged 55
		SP:Iteration 14Q (74967.590000 sec): 3 clusters
  Score: Raw -654634.309833 + Penalty 2794.301606 = -651840.008227
  nChanged 38
		SP:Iteration 15Q (74967.760000 sec): 3 clusters
  Score: Raw -654648.727202 + Penalty 2794.301606 = -651854.425596
  nChanged 33
		SP:Iteration 16Q (74967.930000 sec): 3 clusters
  Score: Raw -654659.486101 + Penalty 2794.301606 = -651865.184495
  nChanged 23
		SP:Iteration 17Q (74968.110000 sec): 3 clusters
  Score: Raw -654665.260391 + Penalty 2794.301606 = -651870.958785
  nChanged 17
		SP:Iteration 18Q (74968.280000 sec): 3 clusters
  Score: Raw -654671.132702 + Penalty 2794.301606 = -651876.831096
  nChanged 22
		SP:Iteration 19Q (74968.450000 sec): 3 clusters
  Score: Raw -654677.564194 + Penalty 2794.301606 = -651883.262589
  nChanged 18
		SP:Iteration 20F (74968.620000 sec): 3 clusters
  Score: Raw -654681.753410 + Penalty 2794.301606 = -651887.451804
  nChanged 16
		SP:Iteration 21Q (74968.830000 sec): 3 clusters
  Score: Raw -654685.718683 + Penalty 2794.301606 = -651891.417077
  nChanged 11
		SP:Iteration 22Q (74968.920000 sec): 3 clusters
  Score: Raw -654688.247911 + Penalty 2794.301606 = -651893.946305
  nChanged 8
		SP:Iteration 23Q (74969.110000 sec): 3 clusters
  Score: Raw -654690.012100 + Penalty 2794.301606 = -651895.710495
  nChanged 9
		SP:Iteration 24Q (74969.270000 sec): 3 clusters
  Score: Raw -654691.789457 + Penalty 2794.301606 = -651897.487851
  nChanged 7
		SP:Iteration 25Q (74969.450000 sec): 3 clusters
  Score: Raw -654693.419924 + Penalty 2794.301606 = -651899.118318
  nChanged 8
		SP:Iteration 26Q (74969.620000 sec): 3 clusters
  Score: Raw -654695.565109 + Penalty 2794.301606 = -651901.263503
  nChanged 7
		SP:Iteration 27Q (74969.790000 sec): 3 clusters
  Score: Raw -654697.507221 + Penalty 2794.301606 = -651903.205616
  nChanged 8
		SP:Iteration 28Q (74969.970000 sec): 3 clusters
  Score: Raw -654699.602069 + Penalty 2794.301606 = -651905.300463
  nChanged 3
		SP:Iteration 29Q (74970.150000 sec): 3 clusters
  Score: Raw -654700.229837 + Penalty 2794.301606 = -651905.928231
  nChanged 4
		SP:Iteration 30Q (74970.310000 sec): 3 clusters
  Score: Raw -654701.282608 + Penalty 2794.301606 = -651906.981002
  nChanged 2
		SP:Iteration 31Q (74970.490000 sec): 3 clusters
  Score: Raw -654701.677080 + Penalty 2794.301606 = -651907.375474
  nChanged 2
		SP:Iteration 32Q (74970.670000 sec): 3 clusters
  Score: Raw -654702.262724 + Penalty 2794.301606 = -651907.961118
  nChanged 3
		SP:Iteration 33Q (74970.840000 sec): 3 clusters
  Score: Raw -654703.065431 + Penalty 2794.301606 = -651908.763825
  nChanged 3
		SP:Iteration 34Q (74970.980000 sec): 3 clusters
  Score: Raw -654703.639281 + Penalty 2794.301606 = -651909.337675
  nChanged 1
		SP:Iteration 35Q (74971.080000 sec): 3 clusters
  Score: Raw -654703.867442 + Penalty 2794.301606 = -651909.565836
  nChanged 0
		SP:Iteration 36F (74971.270000 sec): 3 clusters
  Score: Raw -654703.867442 + Penalty 2794.301606 = -651909.565836
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 19 (1105 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (74971.350000 sec): 2 clusters
  Score: Raw -131501.037769 + Penalty 1138.735100 = -130362.302669
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (74971.480000 sec): 3 clusters
  Score: Raw -131112.523480 + Penalty 2277.470200 = -128835.053280
  nChanged 350
		SP:Iteration 1F (74971.500000 sec): 3 clusters
  Score: Raw -131404.786846 + Penalty 2277.470200 = -129127.316646
  nChanged 101
		SP:Iteration 2F (74971.520000 sec): 3 clusters
  Score: Raw -131525.114689 + Penalty 2277.470200 = -129247.644490
  nChanged 61
		SP:Iteration 3F (74971.550000 sec): 3 clusters
  Score: Raw -131614.092231 + Penalty 2277.470200 = -129336.622031
  nChanged 52
		SP:Iteration 4Q (74971.570000 sec): 3 clusters
  Score: Raw -131688.648809 + Penalty 2277.470200 = -129411.178609
  nChanged 31
		SP:Iteration 5Q (74971.600000 sec): 3 clusters
  Score: Raw -131728.673840 + Penalty 2277.470200 = -129451.203641
  nChanged 30
		SP:Iteration 6Q (74971.630000 sec): 3 clusters
  Score: Raw -131760.323437 + Penalty 2277.470200 = -129482.853238
  nChanged 18
		SP:Iteration 7Q (74971.650000 sec): 3 clusters
  Score: Raw -131779.893963 + Penalty 2277.470200 = -129502.423764
  nChanged 20
		SP:Iteration 8Q (74971.680000 sec): 3 clusters
  Score: Raw -131810.820619 + Penalty 2277.470200 = -129533.350419
  nChanged 23
		SP:Iteration 9Q (74971.710000 sec): 3 clusters
  Score: Raw -131833.785618 + Penalty 2277.470200 = -129556.315419
  nChanged 20
		SP:Iteration 10Q (74971.730000 sec): 3 clusters
  Score: Raw -131851.083894 + Penalty 2277.470200 = -129573.613695
  nChanged 8
		SP:Iteration 11Q (74971.750000 sec): 3 clusters
  Score: Raw -131859.809157 + Penalty 2277.470200 = -129582.338958
  nChanged 8
		SP:Iteration 12Q (74971.780000 sec): 3 clusters
  Score: Raw -131868.214142 + Penalty 2277.470200 = -129590.743942
  nChanged 11
		SP:Iteration 13Q (74971.810000 sec): 3 clusters
  Score: Raw -131877.341185 + Penalty 2277.470200 = -129599.870986
  nChanged 7
		SP:Iteration 14Q (74971.830000 sec): 3 clusters
  Score: Raw -131881.432332 + Penalty 2277.470200 = -129603.962133
  nChanged 4
		SP:Iteration 15Q (74971.860000 sec): 3 clusters
  Score: Raw -131884.165346 + Penalty 2277.470200 = -129606.695147
  nChanged 2
		SP:Iteration 16Q (74971.890000 sec): 3 clusters
  Score: Raw -131885.092432 + Penalty 2277.470200 = -129607.622232
  nChanged 0
		SP:Iteration 17F (74971.910000 sec): 3 clusters
  Score: Raw -131885.092432 + Penalty 2277.470200 = -129607.622232
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 20 (30862 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (74972.180000 sec): 2 clusters
  Score: Raw -3645426.654384 + Penalty 1679.808152 = -3643746.846233
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (74972.620000 sec): 3 clusters
  Score: Raw -3626336.072026 + Penalty 3359.616303 = -3622976.455723
  nChanged 14142
		SP:Iteration 1F (74973.070000 sec): 3 clusters
  Score: Raw -3634275.222939 + Penalty 3359.616303 = -3630915.606636
  nChanged 1514
		SP:Iteration 2Q (74973.510000 sec): 3 clusters
  Score: Raw -3634796.963510 + Penalty 3359.616303 = -3631437.347207
  nChanged 1490
		SP:Iteration 3Q (74973.960000 sec): 3 clusters
  Score: Raw -3635374.790311 + Penalty 3359.616303 = -3632015.174008
  nChanged 1638
		SP:Iteration 4F (74974.410000 sec): 3 clusters
  Score: Raw -3636112.383592 + Penalty 3359.616303 = -3632752.767289
  nChanged 1734
		SP:Iteration 5F (74974.850000 sec): 3 clusters
  Score: Raw -3637064.793126 + Penalty 3359.616303 = -3633705.176823
  nChanged 1908
		SP:Iteration 6F (74975.310000 sec): 3 clusters
  Score: Raw -3638357.858020 + Penalty 3359.616303 = -3634998.241717
  nChanged 2032
		SP:Iteration 7F (74975.750000 sec): 3 clusters
  Score: Raw -3639955.895959 + Penalty 3359.616303 = -3636596.279656
  nChanged 1951
		SP:Iteration 8F (74976.210000 sec): 3 clusters
  Score: Raw -3641681.525242 + Penalty 3359.616303 = -3638321.908939
  nChanged 1700
		SP:Iteration 9F (74976.650000 sec): 3 clusters
  Score: Raw -3643262.881850 + Penalty 3359.616303 = -3639903.265547
  nChanged 1209
		SP:Iteration 10Q (74977.110000 sec): 3 clusters
  Score: Raw -3644345.123667 + Penalty 3359.616303 = -3640985.507363
  nChanged 738
		SP:Iteration 11Q (74977.510000 sec): 3 clusters
  Score: Raw -3644951.315620 + Penalty 3359.616303 = -3641591.699317
  nChanged 441
		SP:Iteration 12Q (74977.880000 sec): 3 clusters
  Score: Raw -3645310.901713 + Penalty 3359.616303 = -3641951.285410
  nChanged 251
		SP:Iteration 13Q (74978.290000 sec): 3 clusters
  Score: Raw -3645520.807986 + Penalty 3359.616303 = -3642161.191683
  nChanged 146
		SP:Iteration 14Q (74978.660000 sec): 3 clusters
  Score: Raw -3645626.433939 + Penalty 3359.616303 = -3642266.817636
  nChanged 70
		SP:Iteration 15Q (74979.060000 sec): 3 clusters
  Score: Raw -3645689.978971 + Penalty 3359.616303 = -3642330.362668
  nChanged 53
		SP:Iteration 16Q (74979.430000 sec): 3 clusters
  Score: Raw -3645732.887440 + Penalty 3359.616303 = -3642373.271137
  nChanged 27
		SP:Iteration 17Q (74979.840000 sec): 3 clusters
  Score: Raw -3645753.777793 + Penalty 3359.616303 = -3642394.161490
  nChanged 14
		SP:Iteration 18Q (74980.200000 sec): 3 clusters
  Score: Raw -3645766.887795 + Penalty 3359.616303 = -3642407.271492
  nChanged 13
		SP:Iteration 19Q (74980.610000 sec): 3 clusters
  Score: Raw -3645778.926613 + Penalty 3359.616303 = -3642419.310310
  nChanged 8
		SP:Iteration 20F (74981.020000 sec): 3 clusters
  Score: Raw -3645784.193522 + Penalty 3359.616303 = -3642424.577219
  nChanged 8
		SP:Iteration 21Q (74981.390000 sec): 3 clusters
  Score: Raw -3645788.213751 + Penalty 3359.616303 = -3642428.597447
  nChanged 5
		SP:Iteration 22Q (74981.720000 sec): 3 clusters
  Score: Raw -3645791.520230 + Penalty 3359.616303 = -3642431.903927
  nChanged 7
		SP:Iteration 23Q (74982.100000 sec): 3 clusters
  Score: Raw -3645795.807362 + Penalty 3359.616303 = -3642436.191059
  nChanged 3
		SP:Iteration 24Q (74982.390000 sec): 3 clusters
  Score: Raw -3645797.657251 + Penalty 3359.616303 = -3642438.040948
  nChanged 3
		SP:Iteration 25Q (74982.750000 sec): 3 clusters
  Score: Raw -3645799.349727 + Penalty 3359.616303 = -3642439.733423
  nChanged 3
		SP:Iteration 26Q (74983.040000 sec): 3 clusters
  Score: Raw -3645801.166447 + Penalty 3359.616303 = -3642441.550144
  nChanged 6
		SP:Iteration 27Q (74983.430000 sec): 3 clusters
  Score: Raw -3645804.789357 + Penalty 3359.616303 = -3642445.173054
  nChanged 2
		SP:Iteration 28Q (74983.830000 sec): 3 clusters
  Score: Raw -3645806.381675 + Penalty 3359.616303 = -3642446.765372
  nChanged 4
		SP:Iteration 29Q (74984.180000 sec): 3 clusters
  Score: Raw -3645809.488140 + Penalty 3359.616303 = -3642449.871837
  nChanged 2
		SP:Iteration 30Q (74984.510000 sec): 3 clusters
  Score: Raw -3645810.542578 + Penalty 3359.616303 = -3642450.926275
  nChanged 1
		SP:Iteration 31Q (74984.910000 sec): 3 clusters
  Score: Raw -3645811.730290 + Penalty 3359.616303 = -3642452.113987
  nChanged 1
		SP:Iteration 32Q (74985.270000 sec): 3 clusters
  Score: Raw -3645812.649954 + Penalty 3359.616303 = -3642453.033650
  nChanged 0
		SP:Iteration 33F (74985.720000 sec): 3 clusters
  Score: Raw -3645812.649954 + Penalty 3359.616303 = -3642453.033650
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 21 (8124 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (74985.830000 sec): 2 clusters
  Score: Raw -996110.385433 + Penalty 1462.918912 = -994647.466521
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (74986.030000 sec): 3 clusters
  Score: Raw -991696.842467 + Penalty 2925.837825 = -988771.004642
  nChanged 3386
		SP:Iteration 1F (74986.220000 sec): 3 clusters
  Score: Raw -993457.601700 + Penalty 2925.837825 = -990531.763875
  nChanged 532
		SP:Iteration 2F (74986.420000 sec): 3 clusters
  Score: Raw -993719.071046 + Penalty 2925.837825 = -990793.233221
  nChanged 432
		SP:Iteration 3F (74986.610000 sec): 3 clusters
  Score: Raw -993912.673332 + Penalty 2925.837825 = -990986.835507
  nChanged 384
		SP:Iteration 4Q (74986.810000 sec): 3 clusters
  Score: Raw -994104.027162 + Penalty 2925.837825 = -991178.189338
  nChanged 405
		SP:Iteration 5Q (74987.010000 sec): 3 clusters
  Score: Raw -994332.191804 + Penalty 2925.837825 = -991406.353979
  nChanged 401
		SP:Iteration 6Q (74987.200000 sec): 3 clusters
  Score: Raw -994590.478998 + Penalty 2925.837825 = -991664.641173
  nChanged 459
		SP:Iteration 7F (74987.400000 sec): 3 clusters
  Score: Raw -994937.120553 + Penalty 2925.837825 = -992011.282728
  nChanged 479
		SP:Iteration 8F (74987.600000 sec): 3 clusters
  Score: Raw -995327.757834 + Penalty 2925.837825 = -992401.920009
  nChanged 427
		SP:Iteration 9F (74987.790000 sec): 3 clusters
  Score: Raw -995662.631648 + Penalty 2925.837825 = -992736.793823
  nChanged 345
		SP:Iteration 10Q (74987.990000 sec): 3 clusters
  Score: Raw -995930.417863 + Penalty 2925.837825 = -993004.580039
  nChanged 250
		SP:Iteration 11Q (74988.190000 sec): 3 clusters
  Score: Raw -996128.357443 + Penalty 2925.837825 = -993202.519618
  nChanged 174
		SP:Iteration 12Q (74988.390000 sec): 3 clusters
  Score: Raw -996262.516856 + Penalty 2925.837825 = -993336.679031
  nChanged 138
		SP:Iteration 13Q (74988.630000 sec): 3 clusters
  Score: Raw -996363.804098 + Penalty 2925.837825 = -993437.966273
  nChanged 85
		SP:Iteration 14Q (74988.780000 sec): 3 clusters
  Score: Raw -996415.348569 + Penalty 2925.837825 = -993489.510744
  nChanged 68
		SP:Iteration 15Q (74988.980000 sec): 3 clusters
  Score: Raw -996462.136242 + Penalty 2925.837825 = -993536.298417
  nChanged 44
		SP:Iteration 16Q (74989.170000 sec): 3 clusters
  Score: Raw -996494.614361 + Penalty 2925.837825 = -993568.776536
  nChanged 39
		SP:Iteration 17Q (74989.370000 sec): 3 clusters
  Score: Raw -996518.474034 + Penalty 2925.837825 = -993592.636209
  nChanged 28
		SP:Iteration 18Q (74989.570000 sec): 3 clusters
  Score: Raw -996533.007447 + Penalty 2925.837825 = -993607.169622
  nChanged 17
		SP:Iteration 19Q (74989.760000 sec): 3 clusters
  Score: Raw -996540.629882 + Penalty 2925.837825 = -993614.792057
  nChanged 12
		SP:Iteration 20F (74989.950000 sec): 3 clusters
  Score: Raw -996548.760351 + Penalty 2925.837825 = -993622.922526
  nChanged 11
		SP:Iteration 21Q (74990.070000 sec): 3 clusters
  Score: Raw -996554.122710 + Penalty 2925.837825 = -993628.284885
  nChanged 6
		SP:Iteration 22Q (74990.190000 sec): 3 clusters
  Score: Raw -996556.167858 + Penalty 2925.837825 = -993630.330033
  nChanged 6
		SP:Iteration 23Q (74990.320000 sec): 3 clusters
  Score: Raw -996558.659991 + Penalty 2925.837825 = -993632.822167
  nChanged 5
		SP:Iteration 24Q (74990.510000 sec): 3 clusters
  Score: Raw -996561.770285 + Penalty 2925.837825 = -993635.932461
  nChanged 4
		SP:Iteration 25Q (74990.710000 sec): 3 clusters
  Score: Raw -996562.953867 + Penalty 2925.837825 = -993637.116042
  nChanged 1
		SP:Iteration 26Q (74990.900000 sec): 3 clusters
  Score: Raw -996563.165087 + Penalty 2925.837825 = -993637.327262
  nChanged 2
		SP:Iteration 27Q (74991.100000 sec): 3 clusters
  Score: Raw -996563.561116 + Penalty 2925.837825 = -993637.723291
  nChanged 0
		SP:Iteration 28F (74991.300000 sec): 3 clusters
  Score: Raw -996563.561116 + Penalty 2925.837825 = -993637.723291
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 22 (238 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (74991.380000 sec): 2 clusters
  Score: Raw -12527.090172 + Penalty 889.243984 = -11637.846187
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (74991.550000 sec): 3 clusters
  Score: Raw -12662.990390 + Penalty 1778.487969 = -10884.502421
  nChanged 50
		SP:Iteration 1F (74991.560000 sec): 3 clusters
  Score: Raw -12855.287429 + Penalty 1778.487969 = -11076.799460
  nChanged 20
		SP:Iteration 2F (74991.560000 sec): 3 clusters
  Score: Raw -12958.277152 + Penalty 1778.487969 = -11179.789183
  nChanged 9
		SP:Iteration 3Q (74991.570000 sec): 3 clusters
  Score: Raw -13024.946074 + Penalty 1778.487969 = -11246.458105
  nChanged 5
		SP:Iteration 4Q (74991.580000 sec): 3 clusters
  Score: Raw -13064.597614 + Penalty 1778.487969 = -11286.109645
  nChanged 2
		SP:Iteration 5Q (74991.580000 sec): 3 clusters
  Score: Raw -13082.379650 + Penalty 1778.487969 = -11303.891681
  nChanged 2
		SP:Iteration 6Q (74991.590000 sec): 3 clusters
  Score: Raw -13090.306210 + Penalty 1778.487969 = -11311.818241
  nChanged 2
		SP:Iteration 7Q (74991.590000 sec): 3 clusters
  Score: Raw -13116.861500 + Penalty 1778.487969 = -11338.373531
  nChanged 2
		SP:Iteration 8Q (74991.600000 sec): 3 clusters
  Score: Raw -13150.022992 + Penalty 1778.487969 = -11371.535023
  nChanged 0
		SP:Iteration 9F (74991.610000 sec): 3 clusters
  Score: Raw -13150.022992 + Penalty 1778.487969 = -11371.535023
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 23 (412 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (74991.640000 sec): 2 clusters
  Score: Raw -45243.804602 + Penalty 978.416294 = -44265.388308
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (74991.650000 sec): 3 clusters
  Score: Raw -45244.705647 + Penalty 1956.832589 = -43287.873058
  nChanged 97
		SP:Iteration 1F (74991.660000 sec): 3 clusters
  Score: Raw -45419.242762 + Penalty 1956.832589 = -43462.410174
  nChanged 22
		SP:Iteration 2F (74991.680000 sec): 3 clusters
  Score: Raw -45471.320051 + Penalty 1956.832589 = -43514.487463
  nChanged 15
		SP:Iteration 3Q (74991.700000 sec): 3 clusters
  Score: Raw -45490.734414 + Penalty 1956.832589 = -43533.901826
  nChanged 4
		SP:Iteration 4Q (74991.700000 sec): 3 clusters
  Score: Raw -45496.817484 + Penalty 1956.832589 = -43539.984895
  nChanged 2
		SP:Iteration 5Q (74991.720000 sec): 3 clusters
  Score: Raw -45498.766106 + Penalty 1956.832589 = -43541.933518
  nChanged 1
		SP:Iteration 6Q (74991.730000 sec): 3 clusters
  Score: Raw -45499.381511 + Penalty 1956.832589 = -43542.548923
  nChanged 2
		SP:Iteration 7Q (74991.740000 sec): 3 clusters
  Score: Raw -45502.175949 + Penalty 1956.832589 = -43545.343360
  nChanged 1
		SP:Iteration 8Q (74991.750000 sec): 3 clusters
  Score: Raw -45502.711850 + Penalty 1956.832589 = -43545.879261
  nChanged 0
		SP:Iteration 9F (74991.760000 sec): 3 clusters
  Score: Raw -45502.711850 + Penalty 1956.832589 = -43545.879261
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 24 (551 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (74991.800000 sec): 2 clusters
  Score: Raw -64147.570787 + Penalty 1025.656906 = -63121.913880
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (74991.820000 sec): 3 clusters
  Score: Raw -64078.905314 + Penalty 2051.313813 = -62027.591501
  nChanged 130
		SP:Iteration 1F (74991.840000 sec): 3 clusters
  Score: Raw -64250.923731 + Penalty 2051.313813 = -62199.609918
  nChanged 46
		SP:Iteration 2F (74991.860000 sec): 3 clusters
  Score: Raw -64339.707776 + Penalty 2051.313813 = -62288.393963
  nChanged 23
		SP:Iteration 3Q (74991.880000 sec): 3 clusters
  Score: Raw -64383.539674 + Penalty 2051.313813 = -62332.225861
  nChanged 12
		SP:Iteration 4Q (74991.890000 sec): 3 clusters
  Score: Raw -64407.794347 + Penalty 2051.313813 = -62356.480534
  nChanged 12
		SP:Iteration 5Q (74991.900000 sec): 3 clusters
  Score: Raw -64447.322216 + Penalty 2051.313813 = -62396.008403
  nChanged 12
		SP:Iteration 6Q (74991.920000 sec): 3 clusters
  Score: Raw -64460.884909 + Penalty 2051.313813 = -62409.571096
  nChanged 13
		SP:Iteration 7Q (74991.940000 sec): 3 clusters
  Score: Raw -64484.942075 + Penalty 2051.313813 = -62433.628262
  nChanged 9
		SP:Iteration 8Q (74991.950000 sec): 3 clusters
  Score: Raw -64496.391901 + Penalty 2051.313813 = -62445.078088
  nChanged 9
		SP:Iteration 9Q (74991.970000 sec): 3 clusters
  Score: Raw -64509.410007 + Penalty 2051.313813 = -62458.096194
  nChanged 4
		SP:Iteration 10Q (74991.980000 sec): 3 clusters
  Score: Raw -64515.414937 + Penalty 2051.313813 = -62464.101124
  nChanged 3
		SP:Iteration 11Q (74992.000000 sec): 3 clusters
  Score: Raw -64518.078289 + Penalty 2051.313813 = -62466.764476
  nChanged 1
		SP:Iteration 12Q (74992.010000 sec): 3 clusters
  Score: Raw -64518.844390 + Penalty 2051.313813 = -62467.530577
  nChanged 0
		SP:Iteration 13F (74992.030000 sec): 3 clusters
  Score: Raw -64518.844390 + Penalty 2051.313813 = -62467.530577
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 25 (5271 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (74992.120000 sec): 2 clusters
  Score: Raw -650983.613791 + Penalty 1392.620999 = -649590.992792
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (74992.300000 sec): 3 clusters
  Score: Raw -648286.614164 + Penalty 2785.241997 = -645501.372166
  nChanged 2119
		SP:Iteration 1F (74992.470000 sec): 3 clusters
  Score: Raw -649476.795916 + Penalty 2785.241997 = -646691.553919
  nChanged 390
		SP:Iteration 2F (74992.570000 sec): 3 clusters
  Score: Raw -649718.154086 + Penalty 2785.241997 = -646932.912088
  nChanged 328
		SP:Iteration 3F (74992.670000 sec): 3 clusters
  Score: Raw -649927.671060 + Penalty 2785.241997 = -647142.429062
  nChanged 277
		SP:Iteration 4F (74992.860000 sec): 3 clusters
  Score: Raw -650099.540071 + Penalty 2785.241997 = -647314.298074
  nChanged 234
		SP:Iteration 5Q (74993.040000 sec): 3 clusters
  Score: Raw -650226.626688 + Penalty 2785.241997 = -647441.384691
  nChanged 202
		SP:Iteration 6Q (74993.210000 sec): 3 clusters
  Score: Raw -650323.747502 + Penalty 2785.241997 = -647538.505504
  nChanged 162
		SP:Iteration 7Q (74993.380000 sec): 3 clusters
  Score: Raw -650405.766952 + Penalty 2785.241997 = -647620.524954
  nChanged 144
		SP:Iteration 8Q (74993.560000 sec): 3 clusters
  Score: Raw -650476.175955 + Penalty 2785.241997 = -647690.933957
  nChanged 136
		SP:Iteration 9Q (74993.730000 sec): 3 clusters
  Score: Raw -650539.498966 + Penalty 2785.241997 = -647754.256968
  nChanged 113
		SP:Iteration 10Q (74993.900000 sec): 3 clusters
  Score: Raw -650587.052490 + Penalty 2785.241997 = -647801.810493
  nChanged 95
		SP:Iteration 11Q (74994.080000 sec): 3 clusters
  Score: Raw -650621.161233 + Penalty 2785.241997 = -647835.919236
  nChanged 69
		SP:Iteration 12Q (74994.250000 sec): 3 clusters
  Score: Raw -650649.341456 + Penalty 2785.241997 = -647864.099459
  nChanged 71
		SP:Iteration 13Q (74994.400000 sec): 3 clusters
  Score: Raw -650674.904798 + Penalty 2785.241997 = -647889.662801
  nChanged 71
		SP:Iteration 14Q (74994.600000 sec): 3 clusters
  Score: Raw -650707.625977 + Penalty 2785.241997 = -647922.383980
  nChanged 85
		SP:Iteration 15Q (74994.770000 sec): 3 clusters
  Score: Raw -650743.404484 + Penalty 2785.241997 = -647958.162486
  nChanged 69
		SP:Iteration 16Q (74994.940000 sec): 3 clusters
  Score: Raw -650775.339052 + Penalty 2785.241997 = -647990.097055
  nChanged 64
		SP:Iteration 17Q (74995.120000 sec): 3 clusters
  Score: Raw -650801.552725 + Penalty 2785.241997 = -648016.310728
  nChanged 57
		SP:Iteration 18Q (74995.290000 sec): 3 clusters
  Score: Raw -650823.812163 + Penalty 2785.241997 = -648038.570166
  nChanged 45
		SP:Iteration 19Q (74995.460000 sec): 3 clusters
  Score: Raw -650852.239000 + Penalty 2785.241997 = -648066.997002
  nChanged 68
		SP:Iteration 20F (74995.640000 sec): 3 clusters
  Score: Raw -650896.422119 + Penalty 2785.241997 = -648111.180122
  nChanged 90
		SP:Iteration 21Q (74995.810000 sec): 3 clusters
  Score: Raw -650973.912904 + Penalty 2785.241997 = -648188.670906
  nChanged 121
		SP:Iteration 22Q (74995.980000 sec): 3 clusters
  Score: Raw -651063.879550 + Penalty 2785.241997 = -648278.637553
  nChanged 117
		SP:Iteration 23Q (74996.160000 sec): 3 clusters
  Score: Raw -651164.118783 + Penalty 2785.241997 = -648378.876785
  nChanged 118
		SP:Iteration 24Q (74996.330000 sec): 3 clusters
  Score: Raw -651256.638125 + Penalty 2785.241997 = -648471.396127
  nChanged 109
		SP:Iteration 25Q (74996.500000 sec): 3 clusters
  Score: Raw -651328.614128 + Penalty 2785.241997 = -648543.372130
  nChanged 91
		SP:Iteration 26Q (74996.680000 sec): 3 clusters
  Score: Raw -651377.311950 + Penalty 2785.241997 = -648592.069953
  nChanged 77
		SP:Iteration 27Q (74996.850000 sec): 3 clusters
  Score: Raw -651413.946252 + Penalty 2785.241997 = -648628.704255
  nChanged 67
		SP:Iteration 28Q (74997.020000 sec): 3 clusters
  Score: Raw -651441.232435 + Penalty 2785.241997 = -648655.990437
  nChanged 53
		SP:Iteration 29Q (74997.200000 sec): 3 clusters
  Score: Raw -651464.456651 + Penalty 2785.241997 = -648679.214654
  nChanged 47
		SP:Iteration 30Q (74997.370000 sec): 3 clusters
  Score: Raw -651484.303192 + Penalty 2785.241997 = -648699.061194
  nChanged 53
		SP:Iteration 31Q (74997.540000 sec): 3 clusters
  Score: Raw -651511.975654 + Penalty 2785.241997 = -648726.733657
  nChanged 61
		SP:Iteration 32Q (74997.720000 sec): 3 clusters
  Score: Raw -651540.183824 + Penalty 2785.241997 = -648754.941826
  nChanged 55
		SP:Iteration 33Q (74997.890000 sec): 3 clusters
  Score: Raw -651568.959373 + Penalty 2785.241997 = -648783.717376
  nChanged 70
		SP:Iteration 34Q (74998.060000 sec): 3 clusters
  Score: Raw -651608.243075 + Penalty 2785.241997 = -648823.001078
  nChanged 71
		SP:Iteration 35Q (74998.280000 sec): 3 clusters
  Score: Raw -651650.906021 + Penalty 2785.241997 = -648865.664024
  nChanged 66
		SP:Iteration 36Q (74998.460000 sec): 3 clusters
  Score: Raw -651695.389074 + Penalty 2785.241997 = -648910.147077
  nChanged 80
		SP:Iteration 37Q (74998.600000 sec): 3 clusters
  Score: Raw -651745.549829 + Penalty 2785.241997 = -648960.307831
  nChanged 53
		SP:Iteration 38Q (74998.780000 sec): 3 clusters
  Score: Raw -651772.225639 + Penalty 2785.241997 = -648986.983642
  nChanged 48
		SP:Iteration 39Q (74998.950000 sec): 3 clusters
  Score: Raw -651793.292238 + Penalty 2785.241997 = -649008.050240
  nChanged 37
		SP:Iteration 40F (74999.120000 sec): 3 clusters
  Score: Raw -651808.780668 + Penalty 2785.241997 = -649023.538670
  nChanged 31
		SP:Iteration 41Q (74999.300000 sec): 3 clusters
  Score: Raw -651823.073517 + Penalty 2785.241997 = -649037.831519
  nChanged 33
		SP:Iteration 42Q (74999.470000 sec): 3 clusters
  Score: Raw -651835.504265 + Penalty 2785.241997 = -649050.262268
  nChanged 19
		SP:Iteration 43Q (74999.670000 sec): 3 clusters
  Score: Raw -651842.085027 + Penalty 2785.241997 = -649056.843029
  nChanged 22
		SP:Iteration 44Q (74999.860000 sec): 3 clusters
  Score: Raw -651850.159214 + Penalty 2785.241997 = -649064.917216
  nChanged 22
		SP:Iteration 45Q (75000.030000 sec): 3 clusters
  Score: Raw -651857.443487 + Penalty 2785.241997 = -649072.201490
  nChanged 10
		SP:Iteration 46Q (75000.210000 sec): 3 clusters
  Score: Raw -651859.539074 + Penalty 2785.241997 = -649074.297077
  nChanged 6
		SP:Iteration 47Q (75000.380000 sec): 3 clusters
  Score: Raw -651860.723407 + Penalty 2785.241997 = -649075.481409
  nChanged 5
		SP:Iteration 48Q (75000.560000 sec): 3 clusters
  Score: Raw -651861.572700 + Penalty 2785.241997 = -649076.330703
  nChanged 2
		SP:Iteration 49Q (75000.730000 sec): 3 clusters
  Score: Raw -651861.930901 + Penalty 2785.241997 = -649076.688904
  nChanged 2
		SP:Iteration 50Q (75000.900000 sec): 3 clusters
  Score: Raw -651862.292750 + Penalty 2785.241997 = -649077.050752
  nChanged 1
		SP:Iteration 51Q (75001.080000 sec): 3 clusters
  Score: Raw -651862.506671 + Penalty 2785.241997 = -649077.264673
  nChanged 2
		SP:Iteration 52Q (75001.250000 sec): 3 clusters
  Score: Raw -651862.858159 + Penalty 2785.241997 = -649077.616162
  nChanged 0
		SP:Iteration 53F (75001.420000 sec): 3 clusters
  Score: Raw -651862.858159 + Penalty 2785.241997 = -649077.616162
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 26 (4268 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (75001.510000 sec): 2 clusters
  Score: Raw -482382.188324 + Penalty 1358.321350 = -481023.866974
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (75001.690000 sec): 3 clusters
  Score: Raw -480229.023675 + Penalty 2716.642699 = -477512.380976
  nChanged 1683
		SP:Iteration 1F (75001.860000 sec): 3 clusters
  Score: Raw -481203.445282 + Penalty 2716.642699 = -478486.802583
  nChanged 340
		SP:Iteration 2F (75002.040000 sec): 3 clusters
  Score: Raw -481429.056247 + Penalty 2716.642699 = -478712.413548
  nChanged 251
		SP:Iteration 3F (75002.220000 sec): 3 clusters
  Score: Raw -481614.548854 + Penalty 2716.642699 = -478897.906155
  nChanged 237
		SP:Iteration 4F (75002.410000 sec): 3 clusters
  Score: Raw -481785.252687 + Penalty 2716.642699 = -479068.609988
  nChanged 204
		SP:Iteration 5Q (75002.570000 sec): 3 clusters
  Score: Raw -481957.722583 + Penalty 2716.642699 = -479241.079884
  nChanged 205
		SP:Iteration 6Q (75002.740000 sec): 3 clusters
  Score: Raw -482100.027769 + Penalty 2716.642699 = -479383.385070
  nChanged 165
		SP:Iteration 7Q (75002.920000 sec): 3 clusters
  Score: Raw -482211.046727 + Penalty 2716.642699 = -479494.404028
  nChanged 152
		SP:Iteration 8Q (75003.100000 sec): 3 clusters
  Score: Raw -482304.471902 + Penalty 2716.642699 = -479587.829203
  nChanged 120
		SP:Iteration 9Q (75003.270000 sec): 3 clusters
  Score: Raw -482360.729129 + Penalty 2716.642699 = -479644.086430
  nChanged 101
		SP:Iteration 10Q (75003.450000 sec): 3 clusters
  Score: Raw -482413.639788 + Penalty 2716.642699 = -479696.997089
  nChanged 91
		SP:Iteration 11Q (75003.620000 sec): 3 clusters
  Score: Raw -482463.079113 + Penalty 2716.642699 = -479746.436414
  nChanged 85
		SP:Iteration 12Q (75003.800000 sec): 3 clusters
  Score: Raw -482497.153511 + Penalty 2716.642699 = -479780.510812
  nChanged 56
		SP:Iteration 13Q (75003.970000 sec): 3 clusters
  Score: Raw -482519.165598 + Penalty 2716.642699 = -479802.522899
  nChanged 43
		SP:Iteration 14Q (75004.150000 sec): 3 clusters
  Score: Raw -482534.819297 + Penalty 2716.642699 = -479818.176598
  nChanged 38
		SP:Iteration 15Q (75004.320000 sec): 3 clusters
  Score: Raw -482550.938416 + Penalty 2716.642699 = -479834.295717
  nChanged 31
		SP:Iteration 16Q (75004.500000 sec): 3 clusters
  Score: Raw -482560.624597 + Penalty 2716.642699 = -479843.981898
  nChanged 23
		SP:Iteration 17Q (75004.680000 sec): 3 clusters
  Score: Raw -482571.466647 + Penalty 2716.642699 = -479854.823948
  nChanged 28
		SP:Iteration 18Q (75004.850000 sec): 3 clusters
  Score: Raw -482579.977713 + Penalty 2716.642699 = -479863.335014
  nChanged 21
		SP:Iteration 19Q (75005.030000 sec): 3 clusters
  Score: Raw -482586.650091 + Penalty 2716.642699 = -479870.007392
  nChanged 15
		SP:Iteration 20F (75005.200000 sec): 3 clusters
  Score: Raw -482591.661053 + Penalty 2716.642699 = -479875.018354
  nChanged 15
		SP:Iteration 21Q (75005.380000 sec): 3 clusters
  Score: Raw -482596.465884 + Penalty 2716.642699 = -479879.823184
  nChanged 16
		SP:Iteration 22Q (75005.560000 sec): 3 clusters
  Score: Raw -482601.749355 + Penalty 2716.642699 = -479885.106656
  nChanged 15
		SP:Iteration 23Q (75005.730000 sec): 3 clusters
  Score: Raw -482609.168096 + Penalty 2716.642699 = -479892.525397
  nChanged 12
		SP:Iteration 24Q (75005.910000 sec): 3 clusters
  Score: Raw -482612.020873 + Penalty 2716.642699 = -479895.378174
  nChanged 7
		SP:Iteration 25Q (75006.080000 sec): 3 clusters
  Score: Raw -482613.910560 + Penalty 2716.642699 = -479897.267861
  nChanged 9
		SP:Iteration 26Q (75006.260000 sec): 3 clusters
  Score: Raw -482615.523267 + Penalty 2716.642699 = -479898.880568
  nChanged 2
		SP:Iteration 27Q (75006.440000 sec): 3 clusters
  Score: Raw -482615.776823 + Penalty 2716.642699 = -479899.134124
  nChanged 1
		SP:Iteration 28Q (75006.630000 sec): 3 clusters
  Score: Raw -482616.041225 + Penalty 2716.642699 = -479899.398526
  nChanged 1
		SP:Iteration 29Q (75006.710000 sec): 3 clusters
  Score: Raw -482616.182011 + Penalty 2716.642699 = -479899.539312
  nChanged 0
		SP:Iteration 30F (75006.790000 sec): 3 clusters
  Score: Raw -482616.182011 + Penalty 2716.642699 = -479899.539312
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 27 (1241 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (75006.880000 sec): 2 clusters
  Score: Raw -146876.452452 + Penalty 1157.596828 = -145718.855624
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (75007.050000 sec): 3 clusters
  Score: Raw -146473.764055 + Penalty 2315.193655 = -144158.570400
  nChanged 395
		SP:Iteration 1F (75007.230000 sec): 3 clusters
  Score: Raw -146814.583637 + Penalty 2315.193655 = -144499.389982
  nChanged 120
		SP:Iteration 2F (75007.400000 sec): 3 clusters
  Score: Raw -147001.494908 + Penalty 2315.193655 = -144686.301252
  nChanged 79
		SP:Iteration 3F (75007.580000 sec): 3 clusters
  Score: Raw -147114.243678 + Penalty 2315.193655 = -144799.050023
  nChanged 69
		SP:Iteration 4F (75007.760000 sec): 3 clusters
  Score: Raw -147219.718722 + Penalty 2315.193655 = -144904.525067
  nChanged 60
		SP:Iteration 5Q (75007.930000 sec): 3 clusters
  Score: Raw -147312.478737 + Penalty 2315.193655 = -144997.285082
  nChanged 46
		SP:Iteration 6Q (75008.110000 sec): 3 clusters
  Score: Raw -147371.657364 + Penalty 2315.193655 = -145056.463709
  nChanged 23
		SP:Iteration 7Q (75008.280000 sec): 3 clusters
  Score: Raw -147403.053425 + Penalty 2315.193655 = -145087.859770
  nChanged 25
		SP:Iteration 8Q (75008.460000 sec): 3 clusters
  Score: Raw -147438.993778 + Penalty 2315.193655 = -145123.800123
  nChanged 24
		SP:Iteration 9Q (75008.640000 sec): 3 clusters
  Score: Raw -147472.100602 + Penalty 2315.193655 = -145156.906947
  nChanged 12
		SP:Iteration 10Q (75008.810000 sec): 3 clusters
  Score: Raw -147481.765241 + Penalty 2315.193655 = -145166.571585
  nChanged 8
		SP:Iteration 11Q (75008.990000 sec): 3 clusters
  Score: Raw -147494.361659 + Penalty 2315.193655 = -145179.168003
  nChanged 9
		SP:Iteration 12Q (75009.160000 sec): 3 clusters
  Score: Raw -147502.384238 + Penalty 2315.193655 = -145187.190583
  nChanged 3
		SP:Iteration 13Q (75009.340000 sec): 3 clusters
  Score: Raw -147505.535206 + Penalty 2315.193655 = -145190.341551
  nChanged 3
		SP:Iteration 14Q (75009.510000 sec): 3 clusters
  Score: Raw -147509.850651 + Penalty 2315.193655 = -145194.656995
  nChanged 0
		SP:Iteration 15F (75009.670000 sec): 3 clusters
  Score: Raw -147509.850651 + Penalty 2315.193655 = -145194.656995
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 28 (533 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (75009.750000 sec): 2 clusters
  Score: Raw -65486.769550 + Penalty 1020.259731 = -64466.509819
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (75009.920000 sec): 3 clusters
  Score: Raw -65395.395985 + Penalty 2040.519463 = -63354.876522
  nChanged 119
		SP:Iteration 1F (75010.080000 sec): 3 clusters
  Score: Raw -65555.496187 + Penalty 2040.519463 = -63514.976725
  nChanged 34
		SP:Iteration 2F (75010.240000 sec): 3 clusters
  Score: Raw -65600.666890 + Penalty 2040.519463 = -63560.147427
  nChanged 13
		SP:Iteration 3Q (75010.410000 sec): 3 clusters
  Score: Raw -65618.525555 + Penalty 2040.519463 = -63578.006093
  nChanged 7
		SP:Iteration 4Q (75010.570000 sec): 3 clusters
  Score: Raw -65626.877377 + Penalty 2040.519463 = -63586.357914
  nChanged 2
		SP:Iteration 5Q (75010.740000 sec): 3 clusters
  Score: Raw -65631.334790 + Penalty 2040.519463 = -63590.815327
  nChanged 5
		SP:Iteration 6Q (75010.900000 sec): 3 clusters
  Score: Raw -65643.632627 + Penalty 2040.519463 = -63603.113164
  nChanged 1
		SP:Iteration 7Q (75011.060000 sec): 3 clusters
  Score: Raw -65645.200400 + Penalty 2040.519463 = -63604.680937
  nChanged 1
		SP:Iteration 8Q (75011.230000 sec): 3 clusters
  Score: Raw -65645.960882 + Penalty 2040.519463 = -63605.441419
  nChanged 0
		SP:Iteration 9F (75011.390000 sec): 3 clusters
  Score: Raw -65645.960882 + Penalty 2040.519463 = -63605.441419
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 29 (245 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (75011.470000 sec): 2 clusters
  Score: Raw -26531.062873 + Penalty 893.954459 = -25637.108414
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (75011.630000 sec): 3 clusters
  Score: Raw -26627.718955 + Penalty 1787.908918 = -24839.810037
  nChanged 43
		SP:Iteration 1F (75011.800000 sec): 3 clusters
  Score: Raw -26753.598381 + Penalty 1787.908918 = -24965.689462
  nChanged 21
		SP:Iteration 2F (75011.960000 sec): 3 clusters
  Score: Raw -26854.050279 + Penalty 1787.908918 = -25066.141361
  nChanged 13
		SP:Iteration 3F (75012.130000 sec): 3 clusters
  Score: Raw -26935.412795 + Penalty 1787.908918 = -25147.503877
  nChanged 12
		SP:Iteration 4Q (75012.290000 sec): 3 clusters
  Score: Raw -27025.508101 + Penalty 1787.908918 = -25237.599183
  nChanged 12
		SP:Iteration 5Q (75012.450000 sec): 3 clusters
  Score: Raw -27079.514022 + Penalty 1787.908918 = -25291.605104
  nChanged 9
		SP:Iteration 6Q (75012.610000 sec): 3 clusters
  Score: Raw -27145.996192 + Penalty 1787.908918 = -25358.087274
  nChanged 4
		SP:Iteration 7Q (75012.770000 sec): 3 clusters
  Score: Raw -27169.570017 + Penalty 1787.908918 = -25381.661099
  nChanged 1
		SP:Iteration 8Q (75012.930000 sec): 3 clusters
  Score: Raw -27192.715543 + Penalty 1787.908918 = -25404.806624
  nChanged 2
		SP:Iteration 9Q (75013.090000 sec): 3 clusters
  Score: Raw -27224.296291 + Penalty 1787.908918 = -25436.387373
  nChanged 3
		SP:Iteration 10Q (75013.250000 sec): 3 clusters
  Score: Raw -27248.547708 + Penalty 1787.908918 = -25460.638790
  nChanged 1
		SP:Iteration 11Q (75013.410000 sec): 3 clusters
  Score: Raw -27270.290596 + Penalty 1787.908918 = -25482.381677
  nChanged 0
		SP:Iteration 12F (75013.570000 sec): 3 clusters
  Score: Raw -27270.290596 + Penalty 1787.908918 = -25482.381677
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 30 (2140 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (75013.650000 sec): 2 clusters
  Score: Raw -252949.463768 + Penalty 1246.141180 = -251703.322588
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (75013.810000 sec): 3 clusters
  Score: Raw -252026.951342 + Penalty 2492.282360 = -249534.668981
  nChanged 757
		SP:Iteration 1F (75013.970000 sec): 3 clusters
  Score: Raw -252577.766755 + Penalty 2492.282360 = -250085.484395
  nChanged 170
		SP:Iteration 2F (75014.120000 sec): 3 clusters
  Score: Raw -252731.273860 + Penalty 2492.282360 = -250238.991500
  nChanged 112
		SP:Iteration 3F (75014.280000 sec): 3 clusters
  Score: Raw -252812.500220 + Penalty 2492.282360 = -250320.217860
  nChanged 59
		SP:Iteration 4Q (75014.440000 sec): 3 clusters
  Score: Raw -252853.978715 + Penalty 2492.282360 = -250361.696355
  nChanged 55
		SP:Iteration 5Q (75014.600000 sec): 3 clusters
  Score: Raw -252887.583234 + Penalty 2492.282360 = -250395.300874
  nChanged 45
		SP:Iteration 6Q (75014.760000 sec): 3 clusters
  Score: Raw -252912.232401 + Penalty 2492.282360 = -250419.950041
  nChanged 31
		SP:Iteration 7Q (75014.920000 sec): 3 clusters
  Score: Raw -252928.839307 + Penalty 2492.282360 = -250436.556947
  nChanged 28
		SP:Iteration 8Q (75015.080000 sec): 3 clusters
  Score: Raw -252946.380850 + Penalty 2492.282360 = -250454.098490
  nChanged 19
		SP:Iteration 9Q (75015.240000 sec): 3 clusters
  Score: Raw -252958.864488 + Penalty 2492.282360 = -250466.582128
  nChanged 21
		SP:Iteration 10Q (75015.400000 sec): 3 clusters
  Score: Raw -252973.804751 + Penalty 2492.282360 = -250481.522391
  nChanged 22
		SP:Iteration 11Q (75015.560000 sec): 3 clusters
  Score: Raw -252988.054854 + Penalty 2492.282360 = -250495.772494
  nChanged 21
		SP:Iteration 12Q (75015.720000 sec): 3 clusters
  Score: Raw -253000.451691 + Penalty 2492.282360 = -250508.169331
  nChanged 16
		SP:Iteration 13Q (75015.880000 sec): 3 clusters
  Score: Raw -253011.781517 + Penalty 2492.282360 = -250519.499157
  nChanged 15
		SP:Iteration 14Q (75016.040000 sec): 3 clusters
  Score: Raw -253020.816259 + Penalty 2492.282360 = -250528.533899
  nChanged 13
		SP:Iteration 15Q (75016.200000 sec): 3 clusters
  Score: Raw -253031.019332 + Penalty 2492.282360 = -250538.736972
  nChanged 19
		SP:Iteration 16Q (75016.360000 sec): 3 clusters
  Score: Raw -253043.189821 + Penalty 2492.282360 = -250550.907461
  nChanged 18
		SP:Iteration 17Q (75016.520000 sec): 3 clusters
  Score: Raw -253052.422407 + Penalty 2492.282360 = -250560.140047
  nChanged 19
		SP:Iteration 18Q (75016.680000 sec): 3 clusters
  Score: Raw -253064.973669 + Penalty 2492.282360 = -250572.691308
  nChanged 14
		SP:Iteration 19Q (75016.840000 sec): 3 clusters
  Score: Raw -253073.120092 + Penalty 2492.282360 = -250580.837732
  nChanged 17
		SP:Iteration 20F (75017.000000 sec): 3 clusters
  Score: Raw -253082.897890 + Penalty 2492.282360 = -250590.615530
  nChanged 9
		SP:Iteration 21Q (75017.160000 sec): 3 clusters
  Score: Raw -253087.574538 + Penalty 2492.282360 = -250595.292177
  nChanged 8
		SP:Iteration 22Q (75017.320000 sec): 3 clusters
  Score: Raw -253090.561365 + Penalty 2492.282360 = -250598.279005
  nChanged 6
		SP:Iteration 23Q (75017.480000 sec): 3 clusters
  Score: Raw -253093.519989 + Penalty 2492.282360 = -250601.237629
  nChanged 7
		SP:Iteration 24Q (75017.650000 sec): 3 clusters
  Score: Raw -253098.183032 + Penalty 2492.282360 = -250605.900672
  nChanged 10
		SP:Iteration 25Q (75017.810000 sec): 3 clusters
  Score: Raw -253104.724536 + Penalty 2492.282360 = -250612.442176
  nChanged 11
		SP:Iteration 26Q (75017.970000 sec): 3 clusters
  Score: Raw -253114.986191 + Penalty 2492.282360 = -250622.703831
  nChanged 17
		SP:Iteration 27Q (75018.130000 sec): 3 clusters
  Score: Raw -253127.115890 + Penalty 2492.282360 = -250634.833530
  nChanged 19
		SP:Iteration 28Q (75018.300000 sec): 3 clusters
  Score: Raw -253146.735456 + Penalty 2492.282360 = -250654.453096
  nChanged 26
		SP:Iteration 29Q (75018.460000 sec): 3 clusters
  Score: Raw -253166.631931 + Penalty 2492.282360 = -250674.349571
  nChanged 20
		SP:Iteration 30Q (75018.630000 sec): 3 clusters
  Score: Raw -253178.825000 + Penalty 2492.282360 = -250686.542639
  nChanged 19
		SP:Iteration 31Q (75018.790000 sec): 3 clusters
  Score: Raw -253191.801077 + Penalty 2492.282360 = -250699.518717
  nChanged 14
		SP:Iteration 32Q (75018.950000 sec): 3 clusters
  Score: Raw -253198.915647 + Penalty 2492.282360 = -250706.633287
  nChanged 15
		SP:Iteration 33Q (75019.110000 sec): 3 clusters
  Score: Raw -253210.404402 + Penalty 2492.282360 = -250718.122042
  nChanged 15
		SP:Iteration 34Q (75019.280000 sec): 3 clusters
  Score: Raw -253219.609755 + Penalty 2492.282360 = -250727.327395
  nChanged 15
		SP:Iteration 35Q (75019.450000 sec): 3 clusters
  Score: Raw -253232.459759 + Penalty 2492.282360 = -250740.177399
  nChanged 15
		SP:Iteration 36Q (75019.620000 sec): 3 clusters
  Score: Raw -253246.366580 + Penalty 2492.282360 = -250754.084219
  nChanged 18
		SP:Iteration 37Q (75019.790000 sec): 3 clusters
  Score: Raw -253260.258420 + Penalty 2492.282360 = -250767.976060
  nChanged 18
		SP:Iteration 38Q (75019.970000 sec): 3 clusters
  Score: Raw -253272.294834 + Penalty 2492.282360 = -250780.012474
  nChanged 20
		SP:Iteration 39Q (75020.140000 sec): 3 clusters
  Score: Raw -253286.636094 + Penalty 2492.282360 = -250794.353734
  nChanged 23
		SP:Iteration 40F (75020.320000 sec): 3 clusters
  Score: Raw -253310.385658 + Penalty 2492.282360 = -250818.103297
  nChanged 28
		SP:Iteration 41Q (75020.490000 sec): 3 clusters
  Score: Raw -253335.997399 + Penalty 2492.282360 = -250843.715039
  nChanged 28
		SP:Iteration 42Q (75020.670000 sec): 3 clusters
  Score: Raw -253359.081833 + Penalty 2492.282360 = -250866.799473
  nChanged 21
		SP:Iteration 43Q (75020.840000 sec): 3 clusters
  Score: Raw -253377.717560 + Penalty 2492.282360 = -250885.435199
  nChanged 19
		SP:Iteration 44Q (75021.020000 sec): 3 clusters
  Score: Raw -253397.731236 + Penalty 2492.282360 = -250905.448876
  nChanged 29
		SP:Iteration 45Q (75021.200000 sec): 3 clusters
  Score: Raw -253423.462098 + Penalty 2492.282360 = -250931.179737
  nChanged 25
		SP:Iteration 46Q (75021.370000 sec): 3 clusters
  Score: Raw -253446.251266 + Penalty 2492.282360 = -250953.968906
  nChanged 20
		SP:Iteration 47Q (75021.550000 sec): 3 clusters
  Score: Raw -253466.186470 + Penalty 2492.282360 = -250973.904110
  nChanged 18
		SP:Iteration 48Q (75021.720000 sec): 3 clusters
  Score: Raw -253484.313392 + Penalty 2492.282360 = -250992.031032
  nChanged 21
		SP:Iteration 49Q (75021.900000 sec): 3 clusters
  Score: Raw -253507.290189 + Penalty 2492.282360 = -251015.007829
  nChanged 12
		SP:Iteration 50Q (75022.080000 sec): 3 clusters
  Score: Raw -253517.069966 + Penalty 2492.282360 = -251024.787606
  nChanged 17
		SP:Iteration 51Q (75022.250000 sec): 3 clusters
  Score: Raw -253531.487062 + Penalty 2492.282360 = -251039.204702
  nChanged 14
		SP:Iteration 52Q (75022.430000 sec): 3 clusters
  Score: Raw -253552.442208 + Penalty 2492.282360 = -251060.159848
  nChanged 20
		SP:Iteration 53Q (75022.600000 sec): 3 clusters
  Score: Raw -253572.480209 + Penalty 2492.282360 = -251080.197849
  nChanged 18
		SP:Iteration 54Q (75022.690000 sec): 3 clusters
  Score: Raw -253596.637909 + Penalty 2492.282360 = -251104.355549
  nChanged 19
		SP:Iteration 55Q (75022.730000 sec): 3 clusters
  Score: Raw -253620.072475 + Penalty 2492.282360 = -251127.790115
  nChanged 26
		SP:Iteration 56Q (75022.780000 sec): 3 clusters
  Score: Raw -253644.509327 + Penalty 2492.282360 = -251152.226967
  nChanged 16
		SP:Iteration 57Q (75022.820000 sec): 3 clusters
  Score: Raw -253663.092626 + Penalty 2492.282360 = -251170.810266
  nChanged 17
		SP:Iteration 58Q (75022.860000 sec): 3 clusters
  Score: Raw -253685.386659 + Penalty 2492.282360 = -251193.104299
  nChanged 17
		SP:Iteration 59Q (75022.900000 sec): 3 clusters
  Score: Raw -253701.804014 + Penalty 2492.282360 = -251209.521654
  nChanged 12
		SP:Iteration 60F (75022.940000 sec): 3 clusters
  Score: Raw -253708.795189 + Penalty 2492.282360 = -251216.512829
  nChanged 6
		SP:Iteration 61Q (75022.990000 sec): 3 clusters
  Score: Raw -253712.716315 + Penalty 2492.282360 = -251220.433955
  nChanged 2
		SP:Iteration 62Q (75023.030000 sec): 3 clusters
  Score: Raw -253713.633256 + Penalty 2492.282360 = -251221.350896
  nChanged 1
		SP:Iteration 63Q (75023.070000 sec): 3 clusters
  Score: Raw -253713.727081 + Penalty 2492.282360 = -251221.444721
  nChanged 0
		SP:Iteration 64F (75023.110000 sec): 3 clusters
  Score: Raw -253713.727081 + Penalty 2492.282360 = -251221.444721
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 31 (4799 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (75023.220000 sec): 2 clusters
  Score: Raw -644658.987133 + Penalty 1377.376462 = -643281.610671
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (75023.400000 sec): 3 clusters
  Score: Raw -642238.223295 + Penalty 2754.752924 = -639483.470371
  nChanged 1891
		SP:Iteration 1F (75023.510000 sec): 3 clusters
  Score: Raw -643297.928788 + Penalty 2754.752924 = -640543.175864
  nChanged 333
		SP:Iteration 2F (75023.600000 sec): 3 clusters
  Score: Raw -643472.544435 + Penalty 2754.752924 = -640717.791512
  nChanged 227
		SP:Iteration 3Q (75023.700000 sec): 3 clusters
  Score: Raw -643575.347860 + Penalty 2754.752924 = -640820.594937
  nChanged 154
		SP:Iteration 4Q (75023.790000 sec): 3 clusters
  Score: Raw -643645.659861 + Penalty 2754.752924 = -640890.906937
  nChanged 136
		SP:Iteration 5Q (75023.880000 sec): 3 clusters
  Score: Raw -643711.255625 + Penalty 2754.752924 = -640956.502702
  nChanged 126
		SP:Iteration 6Q (75023.980000 sec): 3 clusters
  Score: Raw -643757.678319 + Penalty 2754.752924 = -641002.925396
  nChanged 95
		SP:Iteration 7Q (75024.070000 sec): 3 clusters
  Score: Raw -643789.848080 + Penalty 2754.752924 = -641035.095157
  nChanged 79
		SP:Iteration 8Q (75024.160000 sec): 3 clusters
  Score: Raw -643819.434552 + Penalty 2754.752924 = -641064.681629
  nChanged 87
		SP:Iteration 9Q (75024.260000 sec): 3 clusters
  Score: Raw -643853.520950 + Penalty 2754.752924 = -641098.768026
  nChanged 103
		SP:Iteration 10Q (75024.340000 sec): 3 clusters
  Score: Raw -643911.547758 + Penalty 2754.752924 = -641156.794834
  nChanged 151
		SP:Iteration 11Q (75024.440000 sec): 3 clusters
  Score: Raw -643988.682852 + Penalty 2754.752924 = -641233.929928
  nChanged 155
		SP:Iteration 12Q (75024.530000 sec): 3 clusters
  Score: Raw -644072.030292 + Penalty 2754.752924 = -641317.277369
  nChanged 159
		SP:Iteration 13Q (75024.620000 sec): 3 clusters
  Score: Raw -644156.036854 + Penalty 2754.752924 = -641401.283931
  nChanged 167
		SP:Iteration 14Q (75024.740000 sec): 3 clusters
  Score: Raw -644246.419611 + Penalty 2754.752924 = -641491.666688
  nChanged 132
		SP:Iteration 15Q (75024.850000 sec): 3 clusters
  Score: Raw -644312.359704 + Penalty 2754.752924 = -641557.606780
  nChanged 135
		SP:Iteration 16Q (75024.940000 sec): 3 clusters
  Score: Raw -644381.536865 + Penalty 2754.752924 = -641626.783941
  nChanged 100
		SP:Iteration 17Q (75025.030000 sec): 3 clusters
  Score: Raw -644434.945691 + Penalty 2754.752924 = -641680.192767
  nChanged 95
		SP:Iteration 18Q (75025.110000 sec): 3 clusters
  Score: Raw -644485.971285 + Penalty 2754.752924 = -641731.218361
  nChanged 95
		SP:Iteration 19Q (75025.200000 sec): 3 clusters
  Score: Raw -644535.273503 + Penalty 2754.752924 = -641780.520580
  nChanged 92
		SP:Iteration 20F (75025.290000 sec): 3 clusters
  Score: Raw -644581.303793 + Penalty 2754.752924 = -641826.550870
  nChanged 89
		SP:Iteration 21Q (75025.370000 sec): 3 clusters
  Score: Raw -644635.088379 + Penalty 2754.752924 = -641880.335455
  nChanged 99
		SP:Iteration 22Q (75025.460000 sec): 3 clusters
  Score: Raw -644690.403987 + Penalty 2754.752924 = -641935.651063
  nChanged 104
		SP:Iteration 23Q (75025.540000 sec): 3 clusters
  Score: Raw -644749.601761 + Penalty 2754.752924 = -641994.848837
  nChanged 86
		SP:Iteration 24Q (75025.630000 sec): 3 clusters
  Score: Raw -644800.624764 + Penalty 2754.752924 = -642045.871840
  nChanged 88
		SP:Iteration 25Q (75025.720000 sec): 3 clusters
  Score: Raw -644852.902043 + Penalty 2754.752924 = -642098.149120
  nChanged 72
		SP:Iteration 26Q (75025.800000 sec): 3 clusters
  Score: Raw -644897.724250 + Penalty 2754.752924 = -642142.971326
  nChanged 71
		SP:Iteration 27Q (75025.890000 sec): 3 clusters
  Score: Raw -644950.287021 + Penalty 2754.752924 = -642195.534097
  nChanged 83
		SP:Iteration 28Q (75025.970000 sec): 3 clusters
  Score: Raw -645004.943545 + Penalty 2754.752924 = -642250.190621
  nChanged 86
		SP:Iteration 29Q (75026.060000 sec): 3 clusters
  Score: Raw -645063.745078 + Penalty 2754.752924 = -642308.992155
  nChanged 84
		SP:Iteration 30Q (75026.170000 sec): 3 clusters
  Score: Raw -645120.390603 + Penalty 2754.752924 = -642365.637679
  nChanged 76
		SP:Iteration 31Q (75026.260000 sec): 3 clusters
  Score: Raw -645166.037991 + Penalty 2754.752924 = -642411.285067
  nChanged 54
		SP:Iteration 32Q (75026.340000 sec): 3 clusters
  Score: Raw -645197.322696 + Penalty 2754.752924 = -642442.569772
  nChanged 49
		SP:Iteration 33Q (75026.430000 sec): 3 clusters
  Score: Raw -645226.275914 + Penalty 2754.752924 = -642471.522991
  nChanged 40
		SP:Iteration 34Q (75026.510000 sec): 3 clusters
  Score: Raw -645249.438198 + Penalty 2754.752924 = -642494.685274
  nChanged 46
		SP:Iteration 35Q (75026.600000 sec): 3 clusters
  Score: Raw -645276.333682 + Penalty 2754.752924 = -642521.580758
  nChanged 49
		SP:Iteration 36Q (75026.690000 sec): 3 clusters
  Score: Raw -645305.176151 + Penalty 2754.752924 = -642550.423227
  nChanged 36
		SP:Iteration 37Q (75026.770000 sec): 3 clusters
  Score: Raw -645328.738136 + Penalty 2754.752924 = -642573.985213
  nChanged 28
		SP:Iteration 38Q (75026.920000 sec): 3 clusters
  Score: Raw -645347.011440 + Penalty 2754.752924 = -642592.258516
  nChanged 25
		SP:Iteration 39Q (75027.100000 sec): 3 clusters
  Score: Raw -645359.072516 + Penalty 2754.752924 = -642604.319593
  nChanged 21
		SP:Iteration 40F (75027.270000 sec): 3 clusters
  Score: Raw -645376.043409 + Penalty 2754.752924 = -642621.290485
  nChanged 22
		SP:Iteration 41Q (75027.450000 sec): 3 clusters
  Score: Raw -645392.647525 + Penalty 2754.752924 = -642637.894602
  nChanged 30
		SP:Iteration 42Q (75027.630000 sec): 3 clusters
  Score: Raw -645417.915447 + Penalty 2754.752924 = -642663.162523
  nChanged 29
		SP:Iteration 43Q (75027.800000 sec): 3 clusters
  Score: Raw -645443.838505 + Penalty 2754.752924 = -642689.085581
  nChanged 36
		SP:Iteration 44Q (75027.970000 sec): 3 clusters
  Score: Raw -645477.849273 + Penalty 2754.752924 = -642723.096350
  nChanged 34
		SP:Iteration 45Q (75028.150000 sec): 3 clusters
  Score: Raw -645504.302684 + Penalty 2754.752924 = -642749.549761
  nChanged 33
		SP:Iteration 46Q (75028.330000 sec): 3 clusters
  Score: Raw -645526.326781 + Penalty 2754.752924 = -642771.573857
  nChanged 17
		SP:Iteration 47Q (75028.500000 sec): 3 clusters
  Score: Raw -645537.268538 + Penalty 2754.752924 = -642782.515615
  nChanged 19
		SP:Iteration 48Q (75028.680000 sec): 3 clusters
  Score: Raw -645554.111518 + Penalty 2754.752924 = -642799.358595
  nChanged 19
		SP:Iteration 49Q (75028.850000 sec): 3 clusters
  Score: Raw -645571.572473 + Penalty 2754.752924 = -642816.819550
  nChanged 20
		SP:Iteration 50Q (75029.030000 sec): 3 clusters
  Score: Raw -645585.021569 + Penalty 2754.752924 = -642830.268646
  nChanged 16
		SP:Iteration 51Q (75029.200000 sec): 3 clusters
  Score: Raw -645595.261244 + Penalty 2754.752924 = -642840.508320
  nChanged 11
		SP:Iteration 52Q (75029.380000 sec): 3 clusters
  Score: Raw -645600.679988 + Penalty 2754.752924 = -642845.927065
  nChanged 9
		SP:Iteration 53Q (75029.550000 sec): 3 clusters
  Score: Raw -645605.246823 + Penalty 2754.752924 = -642850.493900
  nChanged 3
		SP:Iteration 54Q (75029.650000 sec): 3 clusters
  Score: Raw -645606.438723 + Penalty 2754.752924 = -642851.685799
  nChanged 5
		SP:Iteration 55Q (75029.740000 sec): 3 clusters
  Score: Raw -645608.112394 + Penalty 2754.752924 = -642853.359470
  nChanged 6
		SP:Iteration 56Q (75029.820000 sec): 3 clusters
  Score: Raw -645612.503257 + Penalty 2754.752924 = -642857.750333
  nChanged 10
		SP:Iteration 57Q (75029.910000 sec): 3 clusters
  Score: Raw -645617.828467 + Penalty 2754.752924 = -642863.075543
  nChanged 6
		SP:Iteration 58Q (75029.990000 sec): 3 clusters
  Score: Raw -645619.966162 + Penalty 2754.752924 = -642865.213238
  nChanged 2
		SP:Iteration 59Q (75030.080000 sec): 3 clusters
  Score: Raw -645620.969838 + Penalty 2754.752924 = -642866.216914
  nChanged 1
		SP:Iteration 60F (75030.170000 sec): 3 clusters
  Score: Raw -645621.178823 + Penalty 2754.752924 = -642866.425899
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 32 (205 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (75030.220000 sec): 2 clusters
  Score: Raw -23116.437798 + Penalty 864.989122 = -22251.448676
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (75030.230000 sec): 3 clusters
  Score: Raw -23199.824063 + Penalty 1729.978243 = -21469.845820
  nChanged 19
		SP:Iteration 1F (75030.230000 sec): 3 clusters
  Score: Raw -23272.821007 + Penalty 1729.978243 = -21542.842764
  nChanged 11
		SP:Iteration 2F (75030.230000 sec): 3 clusters
  Score: Raw -23317.411621 + Penalty 1729.978243 = -21587.433377
  nChanged 2
		SP:Iteration 3Q (75030.240000 sec): 3 clusters
  Score: Raw -23323.608198 + Penalty 1729.978243 = -21593.629955
  nChanged 4
		SP:Iteration 4Q (75030.250000 sec): 3 clusters
  Score: Raw -23342.116811 + Penalty 1729.978243 = -21612.138567
  nChanged 6
		SP:Iteration 5Q (75030.250000 sec): 3 clusters
  Score: Raw -23375.750409 + Penalty 1729.978243 = -21645.772166
  nChanged 6
		SP:Iteration 6Q (75030.250000 sec): 3 clusters
  Score: Raw -23410.460149 + Penalty 1729.978243 = -21680.481905
  nChanged 4
		SP:Iteration 7Q (75030.260000 sec): 3 clusters
  Score: Raw -23440.407933 + Penalty 1729.978243 = -21710.429689
  nChanged 2
		SP:Iteration 8Q (75030.270000 sec): 3 clusters
  Score: Raw -23449.626878 + Penalty 1729.978243 = -21719.648635
  nChanged 3
		SP:Iteration 9Q (75030.280000 sec): 3 clusters
  Score: Raw -23458.402789 + Penalty 1729.978243 = -21728.424546
  nChanged 1
		SP:Iteration 10Q (75030.290000 sec): 3 clusters
  Score: Raw -23460.490959 + Penalty 1729.978243 = -21730.512715
  nChanged 0
		SP:Iteration 11F (75030.290000 sec): 3 clusters
  Score: Raw -23460.490959 + Penalty 1729.978243 = -21730.512715
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 33 (330 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (75030.330000 sec): 2 clusters
  Score: Raw -30235.364096 + Penalty 942.352556 = -29293.011540
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (75030.340000 sec): 3 clusters
  Score: Raw -30361.430011 + Penalty 1884.705113 = -28476.724898
  nChanged 75
		SP:Iteration 1F (75030.350000 sec): 3 clusters
  Score: Raw -30615.144211 + Penalty 1884.705113 = -28730.439099
  nChanged 26
		SP:Iteration 2F (75030.360000 sec): 3 clusters
  Score: Raw -30684.600700 + Penalty 1884.705113 = -28799.895587
  nChanged 10
		SP:Iteration 3Q (75030.370000 sec): 3 clusters
  Score: Raw -30716.267783 + Penalty 1884.705113 = -28831.562671
  nChanged 11
		SP:Iteration 4Q (75030.370000 sec): 3 clusters
  Score: Raw -30734.569144 + Penalty 1884.705113 = -28849.864031
  nChanged 2
		SP:Iteration 5Q (75030.380000 sec): 3 clusters
  Score: Raw -30736.526404 + Penalty 1884.705113 = -28851.821291
  nChanged 0
		SP:Iteration 6F (75030.390000 sec): 3 clusters
  Score: Raw -30736.526404 + Penalty 1884.705113 = -28851.821291
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 34 (15007 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (75030.550000 sec): 2 clusters
  Score: Raw -1811125.015212 + Penalty 1562.644206 = -1809562.371005
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (75030.820000 sec): 3 clusters
  Score: Raw -1802246.756407 + Penalty 3125.288412 = -1799121.467995
  nChanged 6627
		SP:Iteration 1F (75031.090000 sec): 3 clusters
  Score: Raw -1805827.020761 + Penalty 3125.288412 = -1802701.732348
  nChanged 823
		SP:Iteration 2F (75031.370000 sec): 3 clusters
  Score: Raw -1806127.223294 + Penalty 3125.288412 = -1803001.934882
  nChanged 697
		SP:Iteration 3Q (75031.640000 sec): 3 clusters
  Score: Raw -1806377.568591 + Penalty 3125.288412 = -1803252.280179
  nChanged 597
		SP:Iteration 4Q (75031.910000 sec): 3 clusters
  Score: Raw -1806597.981171 + Penalty 3125.288412 = -1803472.692759
  nChanged 565
		SP:Iteration 5Q (75032.180000 sec): 3 clusters
  Score: Raw -1806824.671751 + Penalty 3125.288412 = -1803699.383339
  nChanged 571
		SP:Iteration 6Q (75032.470000 sec): 3 clusters
  Score: Raw -1807056.886219 + Penalty 3125.288412 = -1803931.597807
  nChanged 562
		SP:Iteration 7Q (75032.770000 sec): 3 clusters
  Score: Raw -1807332.292614 + Penalty 3125.288412 = -1804207.004201
  nChanged 616
		SP:Iteration 8Q (75033.000000 sec): 3 clusters
  Score: Raw -1807646.639758 + Penalty 3125.288412 = -1804521.351346
  nChanged 625
		SP:Iteration 9Q (75033.280000 sec): 3 clusters
  Score: Raw -1808006.833646 + Penalty 3125.288412 = -1804881.545234
  nChanged 628
		SP:Iteration 10Q (75033.550000 sec): 3 clusters
  Score: Raw -1808394.377565 + Penalty 3125.288412 = -1805269.089152
  nChanged 590
		SP:Iteration 11Q (75033.820000 sec): 3 clusters
  Score: Raw -1808792.207753 + Penalty 3125.288412 = -1805666.919340
  nChanged 619
		SP:Iteration 12Q (75034.100000 sec): 3 clusters
  Score: Raw -1809202.958524 + Penalty 3125.288412 = -1806077.670112
  nChanged 573
		SP:Iteration 13Q (75034.370000 sec): 3 clusters
  Score: Raw -1809527.177524 + Penalty 3125.288412 = -1806401.889112
  nChanged 497
		SP:Iteration 14Q (75034.640000 sec): 3 clusters
  Score: Raw -1809803.221771 + Penalty 3125.288412 = -1806677.933358
  nChanged 397
		SP:Iteration 15Q (75034.910000 sec): 3 clusters
  Score: Raw -1810010.422500 + Penalty 3125.288412 = -1806885.134087
  nChanged 355
		SP:Iteration 16Q (75035.180000 sec): 3 clusters
  Score: Raw -1810202.251313 + Penalty 3125.288412 = -1807076.962901
  nChanged 348
		SP:Iteration 17Q (75035.410000 sec): 3 clusters
  Score: Raw -1810380.638614 + Penalty 3125.288412 = -1807255.350202
  nChanged 300
		SP:Iteration 18Q (75035.680000 sec): 3 clusters
  Score: Raw -1810533.255891 + Penalty 3125.288412 = -1807407.967479
  nChanged 258
		SP:Iteration 19Q (75035.910000 sec): 3 clusters
  Score: Raw -1810660.632092 + Penalty 3125.288412 = -1807535.343680
  nChanged 233
		SP:Iteration 20F (75036.130000 sec): 3 clusters
  Score: Raw -1810779.090012 + Penalty 3125.288412 = -1807653.801600
  nChanged 208
		SP:Iteration 21Q (75036.390000 sec): 3 clusters
  Score: Raw -1810881.947799 + Penalty 3125.288412 = -1807756.659386
  nChanged 178
		SP:Iteration 22Q (75036.610000 sec): 3 clusters
  Score: Raw -1810964.468290 + Penalty 3125.288412 = -1807839.179878
  nChanged 139
		SP:Iteration 23Q (75036.890000 sec): 3 clusters
  Score: Raw -1811025.812186 + Penalty 3125.288412 = -1807900.523774
  nChanged 127
		SP:Iteration 24Q (75037.110000 sec): 3 clusters
  Score: Raw -1811079.859454 + Penalty 3125.288412 = -1807954.571042
  nChanged 108
		SP:Iteration 25Q (75037.320000 sec): 3 clusters
  Score: Raw -1811129.193180 + Penalty 3125.288412 = -1808003.904768
  nChanged 72
		SP:Iteration 26Q (75037.590000 sec): 3 clusters
  Score: Raw -1811163.027771 + Penalty 3125.288412 = -1808037.739359
  nChanged 70
		SP:Iteration 27Q (75037.810000 sec): 3 clusters
  Score: Raw -1811196.571545 + Penalty 3125.288412 = -1808071.283133
  nChanged 61
		SP:Iteration 28Q (75038.090000 sec): 3 clusters
  Score: Raw -1811227.758142 + Penalty 3125.288412 = -1808102.469729
  nChanged 60
		SP:Iteration 29Q (75038.310000 sec): 3 clusters
  Score: Raw -1811261.754102 + Penalty 3125.288412 = -1808136.465690
  nChanged 60
		SP:Iteration 30Q (75038.590000 sec): 3 clusters
  Score: Raw -1811290.550567 + Penalty 3125.288412 = -1808165.262155
  nChanged 49
		SP:Iteration 31Q (75038.810000 sec): 3 clusters
  Score: Raw -1811312.270308 + Penalty 3125.288412 = -1808186.981896
  nChanged 36
		SP:Iteration 32Q (75039.010000 sec): 3 clusters
  Score: Raw -1811327.548964 + Penalty 3125.288412 = -1808202.260552
  nChanged 29
		SP:Iteration 33Q (75039.220000 sec): 3 clusters
  Score: Raw -1811339.141972 + Penalty 3125.288412 = -1808213.853560
  nChanged 20
		SP:Iteration 34Q (75039.480000 sec): 3 clusters
  Score: Raw -1811347.211162 + Penalty 3125.288412 = -1808221.922750
  nChanged 18
		SP:Iteration 35Q (75039.710000 sec): 3 clusters
  Score: Raw -1811354.789474 + Penalty 3125.288412 = -1808229.501062
  nChanged 10
		SP:Iteration 36Q (75039.980000 sec): 3 clusters
  Score: Raw -1811357.902781 + Penalty 3125.288412 = -1808232.614369
  nChanged 11
		SP:Iteration 37Q (75040.210000 sec): 3 clusters
  Score: Raw -1811361.696067 + Penalty 3125.288412 = -1808236.407654
  nChanged 5
		SP:Iteration 38Q (75040.490000 sec): 3 clusters
  Score: Raw -1811363.425621 + Penalty 3125.288412 = -1808238.137209
  nChanged 9
		SP:Iteration 39Q (75040.710000 sec): 3 clusters
  Score: Raw -1811366.317624 + Penalty 3125.288412 = -1808241.029212
  nChanged 9
		SP:Iteration 40F (75040.990000 sec): 3 clusters
  Score: Raw -1811368.961307 + Penalty 3125.288412 = -1808243.672895
  nChanged 8
		SP:Iteration 41Q (75041.220000 sec): 3 clusters
  Score: Raw -1811371.586446 + Penalty 3125.288412 = -1808246.298034
  nChanged 11
		SP:Iteration 42Q (75041.490000 sec): 3 clusters
  Score: Raw -1811376.342942 + Penalty 3125.288412 = -1808251.054529
  nChanged 10
		SP:Iteration 43Q (75041.720000 sec): 3 clusters
  Score: Raw -1811379.443018 + Penalty 3125.288412 = -1808254.154606
  nChanged 5
		SP:Iteration 44Q (75041.990000 sec): 3 clusters
  Score: Raw -1811381.701966 + Penalty 3125.288412 = -1808256.413554
  nChanged 7
		SP:Iteration 45Q (75042.220000 sec): 3 clusters
  Score: Raw -1811384.674575 + Penalty 3125.288412 = -1808259.386163
  nChanged 8
		SP:Iteration 46Q (75042.500000 sec): 3 clusters
  Score: Raw -1811387.478735 + Penalty 3125.288412 = -1808262.190322
  nChanged 9
		SP:Iteration 47Q (75042.730000 sec): 3 clusters
  Score: Raw -1811392.813963 + Penalty 3125.288412 = -1808267.525551
  nChanged 8
		SP:Iteration 48Q (75043.000000 sec): 3 clusters
  Score: Raw -1811395.928478 + Penalty 3125.288412 = -1808270.640066
  nChanged 6
		SP:Iteration 49Q (75043.230000 sec): 3 clusters
  Score: Raw -1811398.710810 + Penalty 3125.288412 = -1808273.422398
  nChanged 5
		SP:Iteration 50Q (75043.450000 sec): 3 clusters
  Score: Raw -1811400.801734 + Penalty 3125.288412 = -1808275.513322
  nChanged 6
		SP:Iteration 51Q (75043.770000 sec): 3 clusters
  Score: Raw -1811402.750742 + Penalty 3125.288412 = -1808277.462329
  nChanged 6
		SP:Iteration 52Q (75044.040000 sec): 3 clusters
  Score: Raw -1811405.819919 + Penalty 3125.288412 = -1808280.531506
  nChanged 10
		SP:Iteration 53Q (75044.230000 sec): 3 clusters
  Score: Raw -1811409.487965 + Penalty 3125.288412 = -1808284.199552
  nChanged 13
		SP:Iteration 54Q (75044.460000 sec): 3 clusters
  Score: Raw -1811415.499487 + Penalty 3125.288412 = -1808290.211074
  nChanged 7
		SP:Iteration 55Q (75044.720000 sec): 3 clusters
  Score: Raw -1811419.668433 + Penalty 3125.288412 = -1808294.380021
  nChanged 9
		SP:Iteration 56Q (75044.950000 sec): 3 clusters
  Score: Raw -1811424.650895 + Penalty 3125.288412 = -1808299.362483
  nChanged 12
		SP:Iteration 57Q (75045.220000 sec): 3 clusters
  Score: Raw -1811428.883490 + Penalty 3125.288412 = -1808303.595078
  nChanged 6
		SP:Iteration 58Q (75045.450000 sec): 3 clusters
  Score: Raw -1811433.147775 + Penalty 3125.288412 = -1808307.859363
  nChanged 8
		SP:Iteration 59Q (75045.650000 sec): 3 clusters
  Score: Raw -1811436.021989 + Penalty 3125.288412 = -1808310.733576
  nChanged 4
		SP:Iteration 60F (75045.970000 sec): 3 clusters
  Score: Raw -1811437.048602 + Penalty 3125.288412 = -1808311.760190
  nChanged 2
		SP:Iteration 61Q (75046.240000 sec): 3 clusters
  Score: Raw -1811437.876462 + Penalty 3125.288412 = -1808312.588049
  nChanged 2
		SP:Iteration 62Q (75046.470000 sec): 3 clusters
  Score: Raw -1811438.731259 + Penalty 3125.288412 = -1808313.442847
  nChanged 1
		SP:Iteration 63Q (75046.740000 sec): 3 clusters
  Score: Raw -1811439.169782 + Penalty 3125.288412 = -1808313.881369
  nChanged 0
		SP:Iteration 64F (75047.020000 sec): 3 clusters
  Score: Raw -1811439.169782 + Penalty 3125.288412 = -1808313.881369
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 35 (2127 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (75047.120000 sec): 2 clusters
  Score: Raw -262266.095830 + Penalty 1245.151020 = -261020.944810
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (75047.290000 sec): 3 clusters
  Score: Raw -261329.622695 + Penalty 2490.302040 = -258839.320655
  nChanged 789
		SP:Iteration 1F (75047.460000 sec): 3 clusters
  Score: Raw -261847.622027 + Penalty 2490.302040 = -259357.319987
  nChanged 164
		SP:Iteration 2F (75047.640000 sec): 3 clusters
  Score: Raw -261959.574819 + Penalty 2490.302040 = -259469.272779
  nChanged 87
		SP:Iteration 3Q (75047.820000 sec): 3 clusters
  Score: Raw -262014.684211 + Penalty 2490.302040 = -259524.382172
  nChanged 57
		SP:Iteration 4Q (75047.990000 sec): 3 clusters
  Score: Raw -262049.790437 + Penalty 2490.302040 = -259559.488398
  nChanged 36
		SP:Iteration 5Q (75048.170000 sec): 3 clusters
  Score: Raw -262068.150135 + Penalty 2490.302040 = -259577.848095
  nChanged 39
		SP:Iteration 6Q (75048.340000 sec): 3 clusters
  Score: Raw -262093.550926 + Penalty 2490.302040 = -259603.248886
  nChanged 35
		SP:Iteration 7Q (75048.400000 sec): 3 clusters
  Score: Raw -262111.265657 + Penalty 2490.302040 = -259620.963618
  nChanged 23
		SP:Iteration 8Q (75048.440000 sec): 3 clusters
  Score: Raw -262124.761540 + Penalty 2490.302040 = -259634.459500
  nChanged 19
		SP:Iteration 9Q (75048.490000 sec): 3 clusters
  Score: Raw -262135.577504 + Penalty 2490.302040 = -259645.275464
  nChanged 20
		SP:Iteration 10Q (75048.530000 sec): 3 clusters
  Score: Raw -262145.601578 + Penalty 2490.302040 = -259655.299538
  nChanged 15
		SP:Iteration 11Q (75048.570000 sec): 3 clusters
  Score: Raw -262151.861932 + Penalty 2490.302040 = -259661.559892
  nChanged 12
		SP:Iteration 12Q (75048.620000 sec): 3 clusters
  Score: Raw -262156.630876 + Penalty 2490.302040 = -259666.328836
  nChanged 7
		SP:Iteration 13Q (75048.660000 sec): 3 clusters
  Score: Raw -262160.699227 + Penalty 2490.302040 = -259670.397187
  nChanged 10
		SP:Iteration 14Q (75048.700000 sec): 3 clusters
  Score: Raw -262165.675371 + Penalty 2490.302040 = -259675.373332
  nChanged 10
		SP:Iteration 15Q (75048.740000 sec): 3 clusters
  Score: Raw -262169.541383 + Penalty 2490.302040 = -259679.239343
  nChanged 8
		SP:Iteration 16Q (75048.780000 sec): 3 clusters
  Score: Raw -262172.263552 + Penalty 2490.302040 = -259681.961512
  nChanged 6
		SP:Iteration 17Q (75048.820000 sec): 3 clusters
  Score: Raw -262175.266124 + Penalty 2490.302040 = -259684.964084
  nChanged 3
		SP:Iteration 18Q (75048.870000 sec): 3 clusters
  Score: Raw -262175.920285 + Penalty 2490.302040 = -259685.618245
  nChanged 1
		SP:Iteration 19Q (75048.910000 sec): 3 clusters
  Score: Raw -262176.265570 + Penalty 2490.302040 = -259685.963530
  nChanged 1
		SP:Iteration 20F (75048.950000 sec): 3 clusters
  Score: Raw -262176.616846 + Penalty 2490.302040 = -259686.314806
  nChanged 1
		SP:Iteration 21Q (75048.990000 sec): 3 clusters
  Score: Raw -262176.823699 + Penalty 2490.302040 = -259686.521659
  nChanged 1
		SP:Iteration 22Q (75049.040000 sec): 3 clusters
  Score: Raw -262177.238502 + Penalty 2490.302040 = -259686.936462
  nChanged 2
		SP:Iteration 23Q (75049.080000 sec): 3 clusters
  Score: Raw -262177.830093 + Penalty 2490.302040 = -259687.528053
  nChanged 2
		SP:Iteration 24Q (75049.240000 sec): 3 clusters
  Score: Raw -262178.096048 + Penalty 2490.302040 = -259687.794008
  nChanged 0
		SP:Iteration 25F (75049.410000 sec): 3 clusters
  Score: Raw -262178.096048 + Penalty 2490.302040 = -259687.794008
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 36 (341 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (75049.500000 sec): 2 clusters
  Score: Raw -24199.029315 + Penalty 947.680903 = -23251.348413
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (75049.540000 sec): 3 clusters
  Score: Raw -24286.377551 + Penalty 1895.361805 = -22391.015746
  nChanged 70
		SP:Iteration 1F (75049.550000 sec): 3 clusters
  Score: Raw -24444.164229 + Penalty 1895.361805 = -22548.802423
  nChanged 26
		SP:Iteration 2F (75049.560000 sec): 3 clusters
  Score: Raw -24540.629773 + Penalty 1895.361805 = -22645.267968
  nChanged 18
		SP:Iteration 3F (75049.570000 sec): 3 clusters
  Score: Raw -24649.706638 + Penalty 1895.361805 = -22754.344833
  nChanged 12
		SP:Iteration 4Q (75049.580000 sec): 3 clusters
  Score: Raw -24677.840639 + Penalty 1895.361805 = -22782.478834
  nChanged 7
		SP:Iteration 5Q (75049.580000 sec): 3 clusters
  Score: Raw -24690.997279 + Penalty 1895.361805 = -22795.635474
  nChanged 3
		SP:Iteration 6Q (75049.600000 sec): 3 clusters
  Score: Raw -24693.715481 + Penalty 1895.361805 = -22798.353676
  nChanged 2
		SP:Iteration 7Q (75049.600000 sec): 3 clusters
  Score: Raw -24698.794160 + Penalty 1895.361805 = -22803.432355
  nChanged 1
		SP:Iteration 8Q (75049.610000 sec): 3 clusters
  Score: Raw -24704.486604 + Penalty 1895.361805 = -22809.124799
  nChanged 2
		SP:Iteration 9Q (75049.620000 sec): 3 clusters
  Score: Raw -24720.049493 + Penalty 1895.361805 = -22824.687688
  nChanged 4
		SP:Iteration 10Q (75049.630000 sec): 3 clusters
  Score: Raw -24746.511922 + Penalty 1895.361805 = -22851.150117
  nChanged 2
		SP:Iteration 11Q (75049.640000 sec): 3 clusters
  Score: Raw -24753.895779 + Penalty 1895.361805 = -22858.533974
  nChanged 2
		SP:Iteration 12Q (75049.640000 sec): 3 clusters
  Score: Raw -24758.402532 + Penalty 1895.361805 = -22863.040727
  nChanged 1
		SP:Iteration 13Q (75049.650000 sec): 3 clusters
  Score: Raw -24759.803751 + Penalty 1895.361805 = -22864.441946
  nChanged 1
		SP:Iteration 14Q (75049.660000 sec): 3 clusters
  Score: Raw -24761.078743 + Penalty 1895.361805 = -22865.716938
  nChanged 1
		SP:Iteration 15Q (75049.670000 sec): 3 clusters
  Score: Raw -24762.184984 + Penalty 1895.361805 = -22866.823179
  nChanged 1
		SP:Iteration 16Q (75049.680000 sec): 3 clusters
  Score: Raw -24763.880550 + Penalty 1895.361805 = -22868.518745
  nChanged 0
		SP:Iteration 17F (75049.680000 sec): 3 clusters
  Score: Raw -24763.880550 + Penalty 1895.361805 = -22868.518745
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 37 (370 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (75049.720000 sec): 2 clusters
  Score: Raw -33764.889521 + Penalty 960.944238 = -32803.945282
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (75049.730000 sec): 3 clusters
  Score: Raw -33788.131736 + Penalty 1921.888477 = -31866.243259
  nChanged 84
		SP:Iteration 1F (75049.740000 sec): 3 clusters
  Score: Raw -34015.996453 + Penalty 1921.888477 = -32094.107977
  nChanged 30
		SP:Iteration 2F (75049.750000 sec): 3 clusters
  Score: Raw -34095.254905 + Penalty 1921.888477 = -32173.366428
  nChanged 15
		SP:Iteration 3Q (75049.760000 sec): 3 clusters
  Score: Raw -34159.629018 + Penalty 1921.888477 = -32237.740541
  nChanged 7
		SP:Iteration 4Q (75049.760000 sec): 3 clusters
  Score: Raw -34183.971110 + Penalty 1921.888477 = -32262.082633
  nChanged 6
		SP:Iteration 5Q (75049.770000 sec): 3 clusters
  Score: Raw -34212.357834 + Penalty 1921.888477 = -32290.469357
  nChanged 3
		SP:Iteration 6Q (75049.780000 sec): 3 clusters
  Score: Raw -34218.971645 + Penalty 1921.888477 = -32297.083168
  nChanged 2
		SP:Iteration 7Q (75049.790000 sec): 3 clusters
  Score: Raw -34227.470320 + Penalty 1921.888477 = -32305.581843
  nChanged 1
		SP:Iteration 8Q (75049.800000 sec): 3 clusters
  Score: Raw -34233.375766 + Penalty 1921.888477 = -32311.487289
  nChanged 4
		SP:Iteration 9Q (75049.800000 sec): 3 clusters
  Score: Raw -34242.789100 + Penalty 1921.888477 = -32320.900624
  nChanged 3
		SP:Iteration 10Q (75049.810000 sec): 3 clusters
  Score: Raw -34255.677602 + Penalty 1921.888477 = -32333.789125
  nChanged 1
		SP:Iteration 11Q (75049.820000 sec): 3 clusters
  Score: Raw -34259.846185 + Penalty 1921.888477 = -32337.957709
  nChanged 0
		SP:Iteration 12F (75049.830000 sec): 3 clusters
  Score: Raw -34259.846185 + Penalty 1921.888477 = -32337.957709
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 38 (6089 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (75049.920000 sec): 2 clusters
  Score: Raw -738149.837019 + Penalty 1416.063861 = -736733.773158
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (75050.060000 sec): 3 clusters
  Score: Raw -734862.560016 + Penalty 2832.127722 = -732030.432294
  nChanged 2548
		SP:Iteration 1F (75050.160000 sec): 3 clusters
  Score: Raw -736222.667458 + Penalty 2832.127722 = -733390.539737
  nChanged 445
		SP:Iteration 2F (75050.250000 sec): 3 clusters
  Score: Raw -736478.984674 + Penalty 2832.127722 = -733646.856953
  nChanged 387
		SP:Iteration 3F (75050.350000 sec): 3 clusters
  Score: Raw -736685.681695 + Penalty 2832.127722 = -733853.553973
  nChanged 291
		SP:Iteration 4Q (75050.560000 sec): 3 clusters
  Score: Raw -736835.873678 + Penalty 2832.127722 = -734003.745957
  nChanged 242
		SP:Iteration 5Q (75050.770000 sec): 3 clusters
  Score: Raw -736951.835048 + Penalty 2832.127722 = -734119.707327
  nChanged 226
		SP:Iteration 6Q (75050.950000 sec): 3 clusters
  Score: Raw -737064.208862 + Penalty 2832.127722 = -734232.081140
  nChanged 217
		SP:Iteration 7Q (75051.090000 sec): 3 clusters
  Score: Raw -737185.581901 + Penalty 2832.127722 = -734353.454180
  nChanged 224
		SP:Iteration 8Q (75051.250000 sec): 3 clusters
  Score: Raw -737324.962960 + Penalty 2832.127722 = -734492.835239
  nChanged 212
		SP:Iteration 9Q (75051.420000 sec): 3 clusters
  Score: Raw -737434.078368 + Penalty 2832.127722 = -734601.950646
  nChanged 167
		SP:Iteration 10Q (75051.580000 sec): 3 clusters
  Score: Raw -737521.700146 + Penalty 2832.127722 = -734689.572424
  nChanged 147
		SP:Iteration 11Q (75051.750000 sec): 3 clusters
  Score: Raw -737587.043014 + Penalty 2832.127722 = -734754.915292
  nChanged 129
		SP:Iteration 12Q (75051.910000 sec): 3 clusters
  Score: Raw -737662.996292 + Penalty 2832.127722 = -734830.868570
  nChanged 121
		SP:Iteration 13Q (75052.080000 sec): 3 clusters
  Score: Raw -737737.746794 + Penalty 2832.127722 = -734905.619072
  nChanged 112
		SP:Iteration 14Q (75052.290000 sec): 3 clusters
  Score: Raw -737797.023351 + Penalty 2832.127722 = -734964.895630
  nChanged 93
		SP:Iteration 15Q (75052.450000 sec): 3 clusters
  Score: Raw -737846.669718 + Penalty 2832.127722 = -735014.541997
  nChanged 85
		SP:Iteration 16Q (75052.620000 sec): 3 clusters
  Score: Raw -737891.770458 + Penalty 2832.127722 = -735059.642737
  nChanged 62
		SP:Iteration 17Q (75052.720000 sec): 3 clusters
  Score: Raw -737926.881186 + Penalty 2832.127722 = -735094.753464
  nChanged 60
		SP:Iteration 18Q (75052.820000 sec): 3 clusters
  Score: Raw -737964.194635 + Penalty 2832.127722 = -735132.066914
  nChanged 61
		SP:Iteration 19Q (75052.920000 sec): 3 clusters
  Score: Raw -738008.208436 + Penalty 2832.127722 = -735176.080715
  nChanged 63
		SP:Iteration 20F (75053.020000 sec): 3 clusters
  Score: Raw -738049.770176 + Penalty 2832.127722 = -735217.642455
  nChanged 58
		SP:Iteration 21Q (75053.210000 sec): 3 clusters
  Score: Raw -738092.254355 + Penalty 2832.127722 = -735260.126633
  nChanged 50
		SP:Iteration 22Q (75053.380000 sec): 3 clusters
  Score: Raw -738130.779750 + Penalty 2832.127722 = -735298.652028
  nChanged 50
		SP:Iteration 23Q (75053.540000 sec): 3 clusters
  Score: Raw -738163.591634 + Penalty 2832.127722 = -735331.463913
  nChanged 47
		SP:Iteration 24Q (75053.710000 sec): 3 clusters
  Score: Raw -738194.139935 + Penalty 2832.127722 = -735362.012213
  nChanged 40
		SP:Iteration 25Q (75053.880000 sec): 3 clusters
  Score: Raw -738227.585276 + Penalty 2832.127722 = -735395.457554
  nChanged 46
		SP:Iteration 26Q (75054.040000 sec): 3 clusters
  Score: Raw -738260.045387 + Penalty 2832.127722 = -735427.917666
  nChanged 38
		SP:Iteration 27Q (75054.210000 sec): 3 clusters
  Score: Raw -738288.621133 + Penalty 2832.127722 = -735456.493411
  nChanged 31
		SP:Iteration 28Q (75054.370000 sec): 3 clusters
  Score: Raw -738318.590513 + Penalty 2832.127722 = -735486.462791
  nChanged 26
		SP:Iteration 29Q (75054.540000 sec): 3 clusters
  Score: Raw -738337.368803 + Penalty 2832.127722 = -735505.241081
  nChanged 14
		SP:Iteration 30Q (75054.700000 sec): 3 clusters
  Score: Raw -738347.945634 + Penalty 2832.127722 = -735515.817913
  nChanged 17
		SP:Iteration 31Q (75054.870000 sec): 3 clusters
  Score: Raw -738358.661125 + Penalty 2832.127722 = -735526.533403
  nChanged 12
		SP:Iteration 32Q (75055.040000 sec): 3 clusters
  Score: Raw -738365.689481 + Penalty 2832.127722 = -735533.561760
  nChanged 8
		SP:Iteration 33Q (75055.200000 sec): 3 clusters
  Score: Raw -738369.030858 + Penalty 2832.127722 = -735536.903136
  nChanged 3
		SP:Iteration 34Q (75055.370000 sec): 3 clusters
  Score: Raw -738370.981153 + Penalty 2832.127722 = -735538.853431
  nChanged 3
		SP:Iteration 35Q (75055.570000 sec): 3 clusters
  Score: Raw -738372.118736 + Penalty 2832.127722 = -735539.991014
  nChanged 1
		SP:Iteration 36Q (75055.760000 sec): 3 clusters
  Score: Raw -738373.074698 + Penalty 2832.127722 = -735540.946976
  nChanged 1
		SP:Iteration 37Q (75055.930000 sec): 3 clusters
  Score: Raw -738373.679236 + Penalty 2832.127722 = -735541.551515
  nChanged 2
		SP:Iteration 38Q (75056.100000 sec): 3 clusters
  Score: Raw -738374.288839 + Penalty 2832.127722 = -735542.161117
  nChanged 0
		SP:Iteration 39F (75056.260000 sec): 3 clusters
  Score: Raw -738374.288839 + Penalty 2832.127722 = -735542.161117
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 39 (1187 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (75056.320000 sec): 2 clusters
  Score: Raw -141924.466694 + Penalty 1150.367464 = -140774.099230
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (75056.500000 sec): 3 clusters
  Score: Raw -141519.791169 + Penalty 2300.734928 = -139219.056241
  nChanged 363
		SP:Iteration 1F (75056.680000 sec): 3 clusters
  Score: Raw -141807.514500 + Penalty 2300.734928 = -139506.779571
  nChanged 74
		SP:Iteration 2F (75056.850000 sec): 3 clusters
  Score: Raw -141877.757426 + Penalty 2300.734928 = -139577.022498
  nChanged 43
		SP:Iteration 3Q (75057.030000 sec): 3 clusters
  Score: Raw -141920.553379 + Penalty 2300.734928 = -139619.818451
  nChanged 36
		SP:Iteration 4Q (75057.200000 sec): 3 clusters
  Score: Raw -141951.321050 + Penalty 2300.734928 = -139650.586122
  nChanged 27
		SP:Iteration 5Q (75057.380000 sec): 3 clusters
  Score: Raw -141975.507219 + Penalty 2300.734928 = -139674.772291
  nChanged 20
		SP:Iteration 6Q (75057.560000 sec): 3 clusters
  Score: Raw -141996.535733 + Penalty 2300.734928 = -139695.800805
  nChanged 24
		SP:Iteration 7Q (75057.730000 sec): 3 clusters
  Score: Raw -142027.112221 + Penalty 2300.734928 = -139726.377292
  nChanged 20
		SP:Iteration 8Q (75057.910000 sec): 3 clusters
  Score: Raw -142047.749559 + Penalty 2300.734928 = -139747.014630
  nChanged 18
		SP:Iteration 9Q (75058.080000 sec): 3 clusters
  Score: Raw -142070.702182 + Penalty 2300.734928 = -139769.967254
  nChanged 19
		SP:Iteration 10Q (75058.260000 sec): 3 clusters
  Score: Raw -142088.772733 + Penalty 2300.734928 = -139788.037804
  nChanged 16
		SP:Iteration 11Q (75058.440000 sec): 3 clusters
  Score: Raw -142102.531389 + Penalty 2300.734928 = -139801.796460
  nChanged 14
		SP:Iteration 12Q (75058.610000 sec): 3 clusters
  Score: Raw -142112.276415 + Penalty 2300.734928 = -139811.541487
  nChanged 11
		SP:Iteration 13Q (75058.790000 sec): 3 clusters
  Score: Raw -142121.164724 + Penalty 2300.734928 = -139820.429795
  nChanged 10
		SP:Iteration 14Q (75058.960000 sec): 3 clusters
  Score: Raw -142128.208907 + Penalty 2300.734928 = -139827.473979
  nChanged 7
		SP:Iteration 15Q (75059.140000 sec): 3 clusters
  Score: Raw -142137.163440 + Penalty 2300.734928 = -139836.428512
  nChanged 9
		SP:Iteration 16Q (75059.320000 sec): 3 clusters
  Score: Raw -142149.057236 + Penalty 2300.734928 = -139848.322307
  nChanged 10
		SP:Iteration 17Q (75059.490000 sec): 3 clusters
  Score: Raw -142162.251613 + Penalty 2300.734928 = -139861.516685
  nChanged 11
		SP:Iteration 18Q (75059.670000 sec): 3 clusters
  Score: Raw -142169.699334 + Penalty 2300.734928 = -139868.964406
  nChanged 6
		SP:Iteration 19Q (75059.840000 sec): 3 clusters
  Score: Raw -142175.058839 + Penalty 2300.734928 = -139874.323911
  nChanged 2
		SP:Iteration 20F (75060.020000 sec): 3 clusters
  Score: Raw -142176.230135 + Penalty 2300.734928 = -139875.495207
  nChanged 2
		SP:Iteration 21Q (75060.200000 sec): 3 clusters
  Score: Raw -142177.505664 + Penalty 2300.734928 = -139876.770736
  nChanged 2
		SP:Iteration 22Q (75060.370000 sec): 3 clusters
  Score: Raw -142179.505758 + Penalty 2300.734928 = -139878.770830
  nChanged 1
		SP:Iteration 23Q (75060.540000 sec): 3 clusters
  Score: Raw -142181.761050 + Penalty 2300.734928 = -139881.026122
  nChanged 2
		SP:Iteration 24Q (75060.720000 sec): 3 clusters
  Score: Raw -142185.001458 + Penalty 2300.734928 = -139884.266530
  nChanged 4
		SP:Iteration 25Q (75060.900000 sec): 3 clusters
  Score: Raw -142189.221629 + Penalty 2300.734928 = -139888.486701
  nChanged 2
		SP:Iteration 26Q (75061.070000 sec): 3 clusters
  Score: Raw -142190.334841 + Penalty 2300.734928 = -139889.599912
  nChanged 1
		SP:Iteration 27Q (75061.250000 sec): 3 clusters
  Score: Raw -142190.492160 + Penalty 2300.734928 = -139889.757232
  nChanged 0
		SP:Iteration 28F (75061.420000 sec): 3 clusters
  Score: Raw -142190.492160 + Penalty 2300.734928 = -139889.757232
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 40 (3199 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (75061.530000 sec): 2 clusters
  Score: Raw -375188.627624 + Penalty 1311.471450 = -373877.156174
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (75061.700000 sec): 3 clusters
  Score: Raw -373643.053555 + Penalty 2622.942900 = -371020.110655
  nChanged 1248
		SP:Iteration 1F (75061.880000 sec): 3 clusters
  Score: Raw -374411.974707 + Penalty 2622.942900 = -371789.031807
  nChanged 254
		SP:Iteration 2F (75062.060000 sec): 3 clusters
  Score: Raw -374553.315503 + Penalty 2622.942900 = -371930.372602
  nChanged 141
		SP:Iteration 3Q (75062.230000 sec): 3 clusters
  Score: Raw -374631.271760 + Penalty 2622.942900 = -372008.328860
  nChanged 115
		SP:Iteration 4Q (75062.410000 sec): 3 clusters
  Score: Raw -374699.438108 + Penalty 2622.942900 = -372076.495207
  nChanged 109
		SP:Iteration 5Q (75062.580000 sec): 3 clusters
  Score: Raw -374761.870446 + Penalty 2622.942900 = -372138.927545
  nChanged 103
		SP:Iteration 6Q (75062.740000 sec): 3 clusters
  Score: Raw -374814.063020 + Penalty 2622.942900 = -372191.120120
  nChanged 93
		SP:Iteration 7Q (75062.930000 sec): 3 clusters
  Score: Raw -374860.500811 + Penalty 2622.942900 = -372237.557911
  nChanged 77
		SP:Iteration 8Q (75063.110000 sec): 3 clusters
  Score: Raw -374906.927831 + Penalty 2622.942900 = -372283.984931
  nChanged 82
		SP:Iteration 9Q (75063.280000 sec): 3 clusters
  Score: Raw -374970.756192 + Penalty 2622.942900 = -372347.813292
  nChanged 93
		SP:Iteration 10Q (75063.460000 sec): 3 clusters
  Score: Raw -375047.598929 + Penalty 2622.942900 = -372424.656029
  nChanged 95
		SP:Iteration 11Q (75063.640000 sec): 3 clusters
  Score: Raw -375125.321563 + Penalty 2622.942900 = -372502.378663
  nChanged 109
		SP:Iteration 12Q (75063.810000 sec): 3 clusters
  Score: Raw -375211.802324 + Penalty 2622.942900 = -372588.859424
  nChanged 95
		SP:Iteration 13Q (75063.990000 sec): 3 clusters
  Score: Raw -375288.388579 + Penalty 2622.942900 = -372665.445678
  nChanged 92
		SP:Iteration 14Q (75064.160000 sec): 3 clusters
  Score: Raw -375354.658068 + Penalty 2622.942900 = -372731.715168
  nChanged 93
		SP:Iteration 15Q (75064.340000 sec): 3 clusters
  Score: Raw -375425.485879 + Penalty 2622.942900 = -372802.542979
  nChanged 90
		SP:Iteration 16Q (75064.520000 sec): 3 clusters
  Score: Raw -375495.919360 + Penalty 2622.942900 = -372872.976459
  nChanged 83
		SP:Iteration 17Q (75064.690000 sec): 3 clusters
  Score: Raw -375560.135053 + Penalty 2622.942900 = -372937.192152
  nChanged 69
		SP:Iteration 18Q (75064.870000 sec): 3 clusters
  Score: Raw -375639.323334 + Penalty 2622.942900 = -373016.380433
  nChanged 76
		SP:Iteration 19Q (75065.040000 sec): 3 clusters
  Score: Raw -375725.888932 + Penalty 2622.942900 = -373102.946032
  nChanged 74
		SP:Iteration 20F (75065.220000 sec): 3 clusters
  Score: Raw -375802.099785 + Penalty 2622.942900 = -373179.156885
  nChanged 64
		SP:Iteration 21Q (75065.400000 sec): 3 clusters
  Score: Raw -375857.490953 + Penalty 2622.942900 = -373234.548052
  nChanged 44
		SP:Iteration 22Q (75065.570000 sec): 3 clusters
  Score: Raw -375889.060593 + Penalty 2622.942900 = -373266.117692
  nChanged 36
		SP:Iteration 23Q (75065.750000 sec): 3 clusters
  Score: Raw -375917.945184 + Penalty 2622.942900 = -373295.002283
  nChanged 44
		SP:Iteration 24Q (75065.920000 sec): 3 clusters
  Score: Raw -375952.287226 + Penalty 2622.942900 = -373329.344325
  nChanged 33
		SP:Iteration 25Q (75066.100000 sec): 3 clusters
  Score: Raw -375991.224328 + Penalty 2622.942900 = -373368.281428
  nChanged 29
		SP:Iteration 26Q (75066.280000 sec): 3 clusters
  Score: Raw -376023.159769 + Penalty 2622.942900 = -373400.216869
  nChanged 16
		SP:Iteration 27Q (75066.450000 sec): 3 clusters
  Score: Raw -376044.535611 + Penalty 2622.942900 = -373421.592710
  nChanged 18
		SP:Iteration 28Q (75066.630000 sec): 3 clusters
  Score: Raw -376064.381028 + Penalty 2622.942900 = -373441.438127
  nChanged 17
		SP:Iteration 29Q (75066.800000 sec): 3 clusters
  Score: Raw -376080.612775 + Penalty 2622.942900 = -373457.669875
  nChanged 18
		SP:Iteration 30Q (75066.980000 sec): 3 clusters
  Score: Raw -376093.343025 + Penalty 2622.942900 = -373470.400124
  nChanged 14
		SP:Iteration 31Q (75067.160000 sec): 3 clusters
  Score: Raw -376102.225735 + Penalty 2622.942900 = -373479.282835
  nChanged 10
		SP:Iteration 32Q (75067.330000 sec): 3 clusters
  Score: Raw -376108.050106 + Penalty 2622.942900 = -373485.107205
  nChanged 9
		SP:Iteration 33Q (75067.510000 sec): 3 clusters
  Score: Raw -376112.868318 + Penalty 2622.942900 = -373489.925418
  nChanged 5
		SP:Iteration 34Q (75067.680000 sec): 3 clusters
  Score: Raw -376114.681878 + Penalty 2622.942900 = -373491.738977
  nChanged 2
		SP:Iteration 35Q (75067.860000 sec): 3 clusters
  Score: Raw -376115.679505 + Penalty 2622.942900 = -373492.736604
  nChanged 3
		SP:Iteration 36Q (75068.030000 sec): 3 clusters
  Score: Raw -376117.502956 + Penalty 2622.942900 = -373494.560056
  nChanged 4
		SP:Iteration 37Q (75068.210000 sec): 3 clusters
  Score: Raw -376119.303590 + Penalty 2622.942900 = -373496.360689
  nChanged 4
		SP:Iteration 38Q (75068.380000 sec): 3 clusters
  Score: Raw -376121.180756 + Penalty 2622.942900 = -373498.237856
  nChanged 3
		SP:Iteration 39Q (75068.560000 sec): 3 clusters
  Score: Raw -376122.573051 + Penalty 2622.942900 = -373499.630151
  nChanged 5
		SP:Iteration 40F (75068.740000 sec): 3 clusters
  Score: Raw -376125.837376 + Penalty 2622.942900 = -373502.894476
  nChanged 5
		SP:Iteration 41Q (75068.910000 sec): 3 clusters
  Score: Raw -376129.854015 + Penalty 2622.942900 = -373506.911115
  nChanged 5
		SP:Iteration 42Q (75069.090000 sec): 3 clusters
  Score: Raw -376131.658600 + Penalty 2622.942900 = -373508.715699
  nChanged 2
		SP:Iteration 43Q (75069.260000 sec): 3 clusters
  Score: Raw -376132.493851 + Penalty 2622.942900 = -373509.550950
  nChanged 0
		SP:Iteration 44F (75069.440000 sec): 3 clusters
  Score: Raw -376132.493851 + Penalty 2622.942900 = -373509.550950
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 41 (180 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (75069.530000 sec): 2 clusters
  Score: Raw -9168.201606 + Penalty 843.855488 = -8324.346117
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (75069.690000 sec): 3 clusters
  Score: Raw -9318.401555 + Penalty 1687.710977 = -7630.690579
  nChanged 28
		SP:Iteration 1F (75069.860000 sec): 3 clusters
  Score: Raw -9460.000608 + Penalty 1687.710977 = -7772.289631
  nChanged 9
		SP:Iteration 2Q (75070.020000 sec): 3 clusters
  Score: Raw -9509.130947 + Penalty 1687.710977 = -7821.419971
  nChanged 4
		SP:Iteration 3Q (75070.180000 sec): 3 clusters
  Score: Raw -9535.250514 + Penalty 1687.710977 = -7847.539537
  nChanged 6
		SP:Iteration 4Q (75070.350000 sec): 3 clusters
  Score: Raw -9590.811908 + Penalty 1687.710977 = -7903.100931
  nChanged 6
		SP:Iteration 5Q (75070.510000 sec): 3 clusters
  Score: Raw -9658.224568 + Penalty 1687.710977 = -7970.513591
  nChanged 1
		SP:Iteration 6Q (75070.680000 sec): 3 clusters
  Score: Raw -9667.530688 + Penalty 1687.710977 = -7979.819712
  nChanged 0
		SP:Iteration 7F (75070.840000 sec): 3 clusters
  Score: Raw -9667.530688 + Penalty 1687.710977 = -7979.819712
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 42 (379 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (75070.920000 sec): 2 clusters
  Score: Raw -45003.887896 + Penalty 964.849633 = -44039.038263
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (75071.080000 sec): 3 clusters
  Score: Raw -45006.715861 + Penalty 1929.699267 = -43077.016594
  nChanged 90
		SP:Iteration 1F (75071.250000 sec): 3 clusters
  Score: Raw -45173.952981 + Penalty 1929.699267 = -43244.253714
  nChanged 26
		SP:Iteration 2F (75071.410000 sec): 3 clusters
  Score: Raw -45233.021899 + Penalty 1929.699267 = -43303.322632
  nChanged 8
		SP:Iteration 3Q (75071.570000 sec): 3 clusters
  Score: Raw -45250.342597 + Penalty 1929.699267 = -43320.643331
  nChanged 7
		SP:Iteration 4Q (75071.700000 sec): 3 clusters
  Score: Raw -45268.473220 + Penalty 1929.699267 = -43338.773953
  nChanged 3
		SP:Iteration 5Q (75071.860000 sec): 3 clusters
  Score: Raw -45274.551209 + Penalty 1929.699267 = -43344.851942
  nChanged 3
		SP:Iteration 6Q (75072.020000 sec): 3 clusters
  Score: Raw -45282.612937 + Penalty 1929.699267 = -43352.913670
  nChanged 4
		SP:Iteration 7Q (75072.190000 sec): 3 clusters
  Score: Raw -45308.411500 + Penalty 1929.699267 = -43378.712233
  nChanged 6
		SP:Iteration 8Q (75072.360000 sec): 3 clusters
  Score: Raw -45321.304861 + Penalty 1929.699267 = -43391.605595
  nChanged 2
		SP:Iteration 9Q (75072.530000 sec): 3 clusters
  Score: Raw -45326.515433 + Penalty 1929.699267 = -43396.816166
  nChanged 3
		SP:Iteration 10Q (75072.710000 sec): 3 clusters
  Score: Raw -45328.518410 + Penalty 1929.699267 = -43398.819143
  nChanged 2
		SP:Iteration 11Q (75072.890000 sec): 3 clusters
  Score: Raw -45331.043130 + Penalty 1929.699267 = -43401.343864
  nChanged 2
		SP:Iteration 12Q (75073.060000 sec): 3 clusters
  Score: Raw -45334.044648 + Penalty 1929.699267 = -43404.345381
  nChanged 4
		SP:Iteration 13Q (75073.230000 sec): 3 clusters
  Score: Raw -45342.420925 + Penalty 1929.699267 = -43412.721659
  nChanged 4
		SP:Iteration 14Q (75073.410000 sec): 3 clusters
  Score: Raw -45352.946922 + Penalty 1929.699267 = -43423.247656
  nChanged 7
		SP:Iteration 15Q (75073.580000 sec): 3 clusters
  Score: Raw -45364.714015 + Penalty 1929.699267 = -43435.014748
  nChanged 2
		SP:Iteration 16Q (75073.760000 sec): 3 clusters
  Score: Raw -45368.466919 + Penalty 1929.699267 = -43438.767653
  nChanged 2
		SP:Iteration 17Q (75073.930000 sec): 3 clusters
  Score: Raw -45372.342368 + Penalty 1929.699267 = -43442.643101
  nChanged 1
		SP:Iteration 18Q (75074.110000 sec): 3 clusters
  Score: Raw -45375.345794 + Penalty 1929.699267 = -43445.646527
  nChanged 1
		SP:Iteration 19Q (75074.290000 sec): 3 clusters
  Score: Raw -45388.195316 + Penalty 1929.699267 = -43458.496049
  nChanged 3
		SP:Iteration 20F (75074.460000 sec): 3 clusters
  Score: Raw -45403.488666 + Penalty 1929.699267 = -43473.789399
  nChanged 3
		SP:Iteration 21Q (75074.640000 sec): 3 clusters
  Score: Raw -45413.216061 + Penalty 1929.699267 = -43483.516794
  nChanged 3
		SP:Iteration 22Q (75074.810000 sec): 3 clusters
  Score: Raw -45423.408475 + Penalty 1929.699267 = -43493.709208
  nChanged 4
		SP:Iteration 23Q (75074.990000 sec): 3 clusters
  Score: Raw -45445.851138 + Penalty 1929.699267 = -43516.151872
  nChanged 3
		SP:Iteration 24Q (75075.170000 sec): 3 clusters
  Score: Raw -45452.752203 + Penalty 1929.699267 = -43523.052936
  nChanged 2
		SP:Iteration 25Q (75075.340000 sec): 3 clusters
  Score: Raw -45457.376356 + Penalty 1929.699267 = -43527.677089
  nChanged 2
		SP:Iteration 26Q (75075.520000 sec): 3 clusters
  Score: Raw -45462.157150 + Penalty 1929.699267 = -43532.457883
  nChanged 1
		SP:Iteration 27Q (75075.690000 sec): 3 clusters
  Score: Raw -45463.468373 + Penalty 1929.699267 = -43533.769106
  nChanged 0
		SP:Iteration 28F (75075.870000 sec): 3 clusters
  Score: Raw -45463.468373 + Penalty 1929.699267 = -43533.769106
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 43 (1254 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (75075.960000 sec): 2 clusters
  Score: Raw -142989.540083 + Penalty 1159.290230 = -141830.249854
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (75076.130000 sec): 3 clusters
  Score: Raw -142539.907912 + Penalty 2318.580459 = -140221.327453
  nChanged 381
		SP:Iteration 1F (75076.310000 sec): 3 clusters
  Score: Raw -142849.044258 + Penalty 2318.580459 = -140530.463799
  nChanged 102
		SP:Iteration 2F (75076.490000 sec): 3 clusters
  Score: Raw -142969.589444 + Penalty 2318.580459 = -140651.008985
  nChanged 75
		SP:Iteration 3F (75076.660000 sec): 3 clusters
  Score: Raw -143035.061202 + Penalty 2318.580459 = -140716.480743
  nChanged 34
		SP:Iteration 4Q (75076.880000 sec): 3 clusters
  Score: Raw -143063.451783 + Penalty 2318.580459 = -140744.871324
  nChanged 24
		SP:Iteration 5Q (75077.050000 sec): 3 clusters
  Score: Raw -143083.299349 + Penalty 2318.580459 = -140764.718890
  nChanged 18
		SP:Iteration 6Q (75077.220000 sec): 3 clusters
  Score: Raw -143098.675685 + Penalty 2318.580459 = -140780.095226
  nChanged 12
		SP:Iteration 7Q (75077.390000 sec): 3 clusters
  Score: Raw -143108.514920 + Penalty 2318.580459 = -140789.934461
  nChanged 5
		SP:Iteration 8Q (75077.560000 sec): 3 clusters
  Score: Raw -143112.051267 + Penalty 2318.580459 = -140793.470808
  nChanged 3
		SP:Iteration 9Q (75077.730000 sec): 3 clusters
  Score: Raw -143114.593881 + Penalty 2318.580459 = -140796.013421
  nChanged 8
		SP:Iteration 10Q (75077.900000 sec): 3 clusters
  Score: Raw -143119.346667 + Penalty 2318.580459 = -140800.766208
  nChanged 10
		SP:Iteration 11Q (75078.070000 sec): 3 clusters
  Score: Raw -143124.529581 + Penalty 2318.580459 = -140805.949121
  nChanged 9
		SP:Iteration 12Q (75078.240000 sec): 3 clusters
  Score: Raw -143129.288879 + Penalty 2318.580459 = -140810.708419
  nChanged 2
		SP:Iteration 13Q (75078.410000 sec): 3 clusters
  Score: Raw -143130.965007 + Penalty 2318.580459 = -140812.384548
  nChanged 3
		SP:Iteration 14Q (75078.530000 sec): 3 clusters
  Score: Raw -143135.161803 + Penalty 2318.580459 = -140816.581344
  nChanged 9
		SP:Iteration 15Q (75078.710000 sec): 3 clusters
  Score: Raw -143140.615785 + Penalty 2318.580459 = -140822.035325
  nChanged 6
		SP:Iteration 16Q (75078.890000 sec): 3 clusters
  Score: Raw -143143.802704 + Penalty 2318.580459 = -140825.222245
  nChanged 5
		SP:Iteration 17Q (75079.060000 sec): 3 clusters
  Score: Raw -143149.930157 + Penalty 2318.580459 = -140831.349697
  nChanged 6
		SP:Iteration 18Q (75079.240000 sec): 3 clusters
  Score: Raw -143153.312539 + Penalty 2318.580459 = -140834.732080
  nChanged 4
		SP:Iteration 19Q (75079.410000 sec): 3 clusters
  Score: Raw -143155.864705 + Penalty 2318.580459 = -140837.284246
  nChanged 6
		SP:Iteration 20F (75079.590000 sec): 3 clusters
  Score: Raw -143159.018137 + Penalty 2318.580459 = -140840.437677
  nChanged 4
		SP:Iteration 21Q (75079.770000 sec): 3 clusters
  Score: Raw -143163.363279 + Penalty 2318.580459 = -140844.782820
  nChanged 6
		SP:Iteration 22Q (75079.940000 sec): 3 clusters
  Score: Raw -143166.843782 + Penalty 2318.580459 = -140848.263323
  nChanged 4
		SP:Iteration 23Q (75080.120000 sec): 3 clusters
  Score: Raw -143168.625900 + Penalty 2318.580459 = -140850.045440
  nChanged 4
		SP:Iteration 24Q (75080.290000 sec): 3 clusters
  Score: Raw -143171.617412 + Penalty 2318.580459 = -140853.036953
  nChanged 1
		SP:Iteration 25Q (75080.470000 sec): 3 clusters
  Score: Raw -143171.796496 + Penalty 2318.580459 = -140853.216037
  nChanged 1
		SP:Iteration 26Q (75080.650000 sec): 3 clusters
  Score: Raw -143172.611690 + Penalty 2318.580459 = -140854.031231
  nChanged 1
		SP:Iteration 27Q (75080.820000 sec): 3 clusters
  Score: Raw -143172.913749 + Penalty 2318.580459 = -140854.333290
  nChanged 0
		SP:Iteration 28F (75081.000000 sec): 3 clusters
  Score: Raw -143172.913749 + Penalty 2318.580459 = -140854.333290
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 44 (3086 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (75081.100000 sec): 2 clusters
  Score: Raw -375625.548685 + Penalty 1305.627543 = -374319.921142
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (75081.280000 sec): 3 clusters
  Score: Raw -374150.183559 + Penalty 2611.255086 = -371538.928473
  nChanged 1179
		SP:Iteration 1F (75081.450000 sec): 3 clusters
  Score: Raw -374812.687053 + Penalty 2611.255086 = -372201.431967
  nChanged 218
		SP:Iteration 2F (75081.630000 sec): 3 clusters
  Score: Raw -374929.320574 + Penalty 2611.255086 = -372318.065488
  nChanged 153
		SP:Iteration 3Q (75081.810000 sec): 3 clusters
  Score: Raw -375014.822162 + Penalty 2611.255086 = -372403.567076
  nChanged 109
		SP:Iteration 4Q (75081.980000 sec): 3 clusters
  Score: Raw -375072.922720 + Penalty 2611.255086 = -372461.667634
  nChanged 95
		SP:Iteration 5Q (75082.160000 sec): 3 clusters
  Score: Raw -375128.841699 + Penalty 2611.255086 = -372517.586614
  nChanged 102
		SP:Iteration 6Q (75082.330000 sec): 3 clusters
  Score: Raw -375202.874880 + Penalty 2611.255086 = -372591.619794
  nChanged 114
		SP:Iteration 7Q (75082.510000 sec): 3 clusters
  Score: Raw -375286.783866 + Penalty 2611.255086 = -372675.528781
  nChanged 126
		SP:Iteration 8Q (75082.680000 sec): 3 clusters
  Score: Raw -375390.919452 + Penalty 2611.255086 = -372779.664366
  nChanged 118
		SP:Iteration 9Q (75082.860000 sec): 3 clusters
  Score: Raw -375494.692738 + Penalty 2611.255086 = -372883.437653
  nChanged 116
		SP:Iteration 10Q (75083.030000 sec): 3 clusters
  Score: Raw -375572.468658 + Penalty 2611.255086 = -372961.213572
  nChanged 100
		SP:Iteration 11Q (75083.210000 sec): 3 clusters
  Score: Raw -375672.699577 + Penalty 2611.255086 = -373061.444492
  nChanged 84
		SP:Iteration 12Q (75083.390000 sec): 3 clusters
  Score: Raw -375755.764726 + Penalty 2611.255086 = -373144.509640
  nChanged 82
		SP:Iteration 13Q (75083.560000 sec): 3 clusters
  Score: Raw -375831.387459 + Penalty 2611.255086 = -373220.132373
  nChanged 78
		SP:Iteration 14Q (75083.740000 sec): 3 clusters
  Score: Raw -375905.266723 + Penalty 2611.255086 = -373294.011638
  nChanged 71
		SP:Iteration 15Q (75083.950000 sec): 3 clusters
  Score: Raw -375979.192707 + Penalty 2611.255086 = -373367.937621
  nChanged 78
		SP:Iteration 16Q (75084.010000 sec): 3 clusters
  Score: Raw -376065.015102 + Penalty 2611.255086 = -373453.760016
  nChanged 76
		SP:Iteration 17Q (75084.060000 sec): 3 clusters
  Score: Raw -376157.342840 + Penalty 2611.255086 = -373546.087754
  nChanged 72
		SP:Iteration 18Q (75084.120000 sec): 3 clusters
  Score: Raw -376242.134115 + Penalty 2611.255086 = -373630.879029
  nChanged 60
		SP:Iteration 19Q (75084.180000 sec): 3 clusters
  Score: Raw -376305.964063 + Penalty 2611.255086 = -373694.708978
  nChanged 48
		SP:Iteration 20F (75084.240000 sec): 3 clusters
  Score: Raw -376341.052855 + Penalty 2611.255086 = -373729.797769
  nChanged 43
		SP:Iteration 21Q (75084.300000 sec): 3 clusters
  Score: Raw -376364.681247 + Penalty 2611.255086 = -373753.426161
  nChanged 28
		SP:Iteration 22Q (75084.360000 sec): 3 clusters
  Score: Raw -376377.668342 + Penalty 2611.255086 = -373766.413256
  nChanged 22
		SP:Iteration 23Q (75084.420000 sec): 3 clusters
  Score: Raw -376383.820515 + Penalty 2611.255086 = -373772.565429
  nChanged 9
		SP:Iteration 24Q (75084.490000 sec): 3 clusters
  Score: Raw -376386.807956 + Penalty 2611.255086 = -373775.552870
  nChanged 6
		SP:Iteration 25Q (75084.540000 sec): 3 clusters
  Score: Raw -376388.587522 + Penalty 2611.255086 = -373777.332437
  nChanged 5
		SP:Iteration 26Q (75084.600000 sec): 3 clusters
  Score: Raw -376389.932120 + Penalty 2611.255086 = -373778.677035
  nChanged 4
		SP:Iteration 27Q (75084.660000 sec): 3 clusters
  Score: Raw -376390.791740 + Penalty 2611.255086 = -373779.536655
  nChanged 4
		SP:Iteration 28Q (75084.720000 sec): 3 clusters
  Score: Raw -376393.059004 + Penalty 2611.255086 = -373781.803918
  nChanged 5
		SP:Iteration 29Q (75084.780000 sec): 3 clusters
  Score: Raw -376394.509682 + Penalty 2611.255086 = -373783.254597
  nChanged 3
		SP:Iteration 30Q (75084.940000 sec): 3 clusters
  Score: Raw -376395.427860 + Penalty 2611.255086 = -373784.172775
  nChanged 5
		SP:Iteration 31Q (75085.120000 sec): 3 clusters
  Score: Raw -376396.836035 + Penalty 2611.255086 = -373785.580950
  nChanged 4
		SP:Iteration 32Q (75085.290000 sec): 3 clusters
  Score: Raw -376398.680392 + Penalty 2611.255086 = -373787.425306
  nChanged 7
		SP:Iteration 33Q (75085.470000 sec): 3 clusters
  Score: Raw -376401.828657 + Penalty 2611.255086 = -373790.573571
  nChanged 5
		SP:Iteration 34Q (75085.650000 sec): 3 clusters
  Score: Raw -376403.963815 + Penalty 2611.255086 = -373792.708730
  nChanged 3
		SP:Iteration 35Q (75085.820000 sec): 3 clusters
  Score: Raw -376405.005096 + Penalty 2611.255086 = -373793.750011
  nChanged 2
		SP:Iteration 36Q (75086.000000 sec): 3 clusters
  Score: Raw -376406.827695 + Penalty 2611.255086 = -373795.572609
  nChanged 3
		SP:Iteration 37Q (75086.170000 sec): 3 clusters
  Score: Raw -376407.761349 + Penalty 2611.255086 = -373796.506263
  nChanged 2
		SP:Iteration 38Q (75086.350000 sec): 3 clusters
  Score: Raw -376408.366172 + Penalty 2611.255086 = -373797.111086
  nChanged 1
		SP:Iteration 39Q (75086.530000 sec): 3 clusters
  Score: Raw -376408.571493 + Penalty 2611.255086 = -373797.316407
  nChanged 0
		SP:Iteration 40F (75086.700000 sec): 3 clusters
  Score: Raw -376408.571493 + Penalty 2611.255086 = -373797.316407
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 45 (1237 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (75086.780000 sec): 2 clusters
  Score: Raw -138558.029232 + Penalty 1157.072211 = -137400.957022
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (75086.950000 sec): 3 clusters
  Score: Raw -138118.935261 + Penalty 2314.144421 = -135804.790840
  nChanged 382
		SP:Iteration 1F (75087.130000 sec): 3 clusters
  Score: Raw -138417.527098 + Penalty 2314.144421 = -136103.382677
  nChanged 102
		SP:Iteration 2F (75087.310000 sec): 3 clusters
  Score: Raw -138512.262122 + Penalty 2314.144421 = -136198.117701
  nChanged 54
		SP:Iteration 3Q (75087.480000 sec): 3 clusters
  Score: Raw -138564.832332 + Penalty 2314.144421 = -136250.687911
  nChanged 43
		SP:Iteration 4Q (75087.660000 sec): 3 clusters
  Score: Raw -138600.619528 + Penalty 2314.144421 = -136286.475107
  nChanged 33
		SP:Iteration 5Q (75087.830000 sec): 3 clusters
  Score: Raw -138628.814338 + Penalty 2314.144421 = -136314.669917
  nChanged 21
		SP:Iteration 6Q (75088.010000 sec): 3 clusters
  Score: Raw -138644.602713 + Penalty 2314.144421 = -136330.458292
  nChanged 13
		SP:Iteration 7Q (75088.180000 sec): 3 clusters
  Score: Raw -138656.170522 + Penalty 2314.144421 = -136342.026101
  nChanged 17
		SP:Iteration 8Q (75088.360000 sec): 3 clusters
  Score: Raw -138669.099718 + Penalty 2314.144421 = -136354.955297
  nChanged 15
		SP:Iteration 9Q (75088.530000 sec): 3 clusters
  Score: Raw -138679.271657 + Penalty 2314.144421 = -136365.127236
  nChanged 12
		SP:Iteration 10Q (75088.710000 sec): 3 clusters
  Score: Raw -138689.612740 + Penalty 2314.144421 = -136375.468319
  nChanged 18
		SP:Iteration 11Q (75088.890000 sec): 3 clusters
  Score: Raw -138705.608460 + Penalty 2314.144421 = -136391.464039
  nChanged 15
		SP:Iteration 12Q (75089.060000 sec): 3 clusters
  Score: Raw -138717.128818 + Penalty 2314.144421 = -136402.984397
  nChanged 10
		SP:Iteration 13Q (75089.240000 sec): 3 clusters
  Score: Raw -138723.450890 + Penalty 2314.144421 = -136409.306469
  nChanged 8
		SP:Iteration 14Q (75089.410000 sec): 3 clusters
  Score: Raw -138726.800174 + Penalty 2314.144421 = -136412.655753
  nChanged 6
		SP:Iteration 15Q (75089.590000 sec): 3 clusters
  Score: Raw -138731.245691 + Penalty 2314.144421 = -136417.101270
  nChanged 4
		SP:Iteration 16Q (75089.770000 sec): 3 clusters
  Score: Raw -138732.523691 + Penalty 2314.144421 = -136418.379270
  nChanged 1
		SP:Iteration 17Q (75089.940000 sec): 3 clusters
  Score: Raw -138732.857885 + Penalty 2314.144421 = -136418.713464
  nChanged 0
		SP:Iteration 18F (75090.120000 sec): 3 clusters
  Score: Raw -138732.857885 + Penalty 2314.144421 = -136418.713464
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 46 (22359 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (75090.320000 sec): 2 clusters
  Score: Raw -2581141.086773 + Penalty 1627.434933 = -2579513.651840
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (75090.650000 sec): 3 clusters
  Score: Raw -2567558.448119 + Penalty 3254.869866 = -2564303.578252
  nChanged 10138
		SP:Iteration 1F (75090.990000 sec): 3 clusters
  Score: Raw -2573556.372387 + Penalty 3254.869866 = -2570301.502521
  nChanged 1447
		SP:Iteration 2F (75091.310000 sec): 3 clusters
  Score: Raw -2574381.220057 + Penalty 3254.869866 = -2571126.350191
  nChanged 1441
		SP:Iteration 3F (75091.610000 sec): 3 clusters
  Score: Raw -2575317.007694 + Penalty 3254.869866 = -2572062.137828
  nChanged 1548
		SP:Iteration 4F (75091.950000 sec): 3 clusters
  Score: Raw -2576452.832207 + Penalty 3254.869866 = -2573197.962341
  nChanged 1564
		SP:Iteration 5F (75092.280000 sec): 3 clusters
  Score: Raw -2577680.055189 + Penalty 3254.869866 = -2574425.185323
  nChanged 1532
		SP:Iteration 6F (75092.540000 sec): 3 clusters
  Score: Raw -2578776.479364 + Penalty 3254.869866 = -2575521.609498
  nChanged 1265
		SP:Iteration 7F (75092.910000 sec): 3 clusters
  Score: Raw -2579499.351825 + Penalty 3254.869866 = -2576244.481959
  nChanged 952
		SP:Iteration 8Q (75093.250000 sec): 3 clusters
  Score: Raw -2579963.336439 + Penalty 3254.869866 = -2576708.466572
  nChanged 743
		SP:Iteration 9Q (75093.580000 sec): 3 clusters
  Score: Raw -2580267.586219 + Penalty 3254.869866 = -2577012.716353
  nChanged 562
		SP:Iteration 10Q (75093.880000 sec): 3 clusters
  Score: Raw -2580486.549644 + Penalty 3254.869866 = -2577231.679778
  nChanged 460
		SP:Iteration 11Q (75094.220000 sec): 3 clusters
  Score: Raw -2580650.751311 + Penalty 3254.869866 = -2577395.881445
  nChanged 371
		SP:Iteration 12Q (75094.510000 sec): 3 clusters
  Score: Raw -2580779.715376 + Penalty 3254.869866 = -2577524.845510
  nChanged 311
		SP:Iteration 13Q (75094.850000 sec): 3 clusters
  Score: Raw -2580873.911277 + Penalty 3254.869866 = -2577619.041410
  nChanged 270
		SP:Iteration 14Q (75095.190000 sec): 3 clusters
  Score: Raw -2580943.547986 + Penalty 3254.869866 = -2577688.678120
  nChanged 212
		SP:Iteration 15Q (75095.450000 sec): 3 clusters
  Score: Raw -2580992.287399 + Penalty 3254.869866 = -2577737.417533
  nChanged 204
		SP:Iteration 16Q (75095.700000 sec): 3 clusters
  Score: Raw -2581037.941938 + Penalty 3254.869866 = -2577783.072072
  nChanged 172
		SP:Iteration 17Q (75095.970000 sec): 3 clusters
  Score: Raw -2581069.968697 + Penalty 3254.869866 = -2577815.098831
  nChanged 131
		SP:Iteration 18Q (75096.210000 sec): 3 clusters
  Score: Raw -2581092.341425 + Penalty 3254.869866 = -2577837.471559
  nChanged 110
		SP:Iteration 19Q (75096.540000 sec): 3 clusters
  Score: Raw -2581110.025226 + Penalty 3254.869866 = -2577855.155360
  nChanged 95
		SP:Iteration 20F (75096.860000 sec): 3 clusters
  Score: Raw -2581124.852056 + Penalty 3254.869866 = -2577869.982189
  nChanged 95
		SP:Iteration 21Q (75097.180000 sec): 3 clusters
  Score: Raw -2581139.153503 + Penalty 3254.869866 = -2577884.283637
  nChanged 82
		SP:Iteration 22Q (75097.530000 sec): 3 clusters
  Score: Raw -2581152.034603 + Penalty 3254.869866 = -2577897.164737
  nChanged 88
		SP:Iteration 23Q (75097.860000 sec): 3 clusters
  Score: Raw -2581165.847462 + Penalty 3254.869866 = -2577910.977596
  nChanged 84
		SP:Iteration 24Q (75098.110000 sec): 3 clusters
  Score: Raw -2581179.579501 + Penalty 3254.869866 = -2577924.709635
  nChanged 84
		SP:Iteration 25Q (75098.480000 sec): 3 clusters
  Score: Raw -2581194.634742 + Penalty 3254.869866 = -2577939.764876
  nChanged 75
		SP:Iteration 26Q (75098.820000 sec): 3 clusters
  Score: Raw -2581210.671041 + Penalty 3254.869866 = -2577955.801175
  nChanged 87
		SP:Iteration 27Q (75099.070000 sec): 3 clusters
  Score: Raw -2581231.299090 + Penalty 3254.869866 = -2577976.429224
  nChanged 85
		SP:Iteration 28Q (75099.410000 sec): 3 clusters
  Score: Raw -2581252.757351 + Penalty 3254.869866 = -2577997.887485
  nChanged 96
		SP:Iteration 29Q (75099.730000 sec): 3 clusters
  Score: Raw -2581289.201237 + Penalty 3254.869866 = -2578034.331371
  nChanged 118
		SP:Iteration 30Q (75100.070000 sec): 3 clusters
  Score: Raw -2581339.372739 + Penalty 3254.869866 = -2578084.502873
  nChanged 134
		SP:Iteration 31Q (75100.390000 sec): 3 clusters
  Score: Raw -2581388.264089 + Penalty 3254.869866 = -2578133.394223
  nChanged 138
		SP:Iteration 32Q (75100.670000 sec): 3 clusters
  Score: Raw -2581437.400291 + Penalty 3254.869866 = -2578182.530425
  nChanged 129
		SP:Iteration 33Q (75101.040000 sec): 3 clusters
  Score: Raw -2581485.234249 + Penalty 3254.869866 = -2578230.364383
  nChanged 132
		SP:Iteration 34Q (75101.380000 sec): 3 clusters
  Score: Raw -2581524.722829 + Penalty 3254.869866 = -2578269.852963
  nChanged 141
		SP:Iteration 35Q (75101.680000 sec): 3 clusters
  Score: Raw -2581576.001776 + Penalty 3254.869866 = -2578321.131910
  nChanged 140
		SP:Iteration 36Q (75102.050000 sec): 3 clusters
  Score: Raw -2581636.326142 + Penalty 3254.869866 = -2578381.456276
  nChanged 158
		SP:Iteration 37Q (75102.390000 sec): 3 clusters
  Score: Raw -2581717.431692 + Penalty 3254.869866 = -2578462.561826
  nChanged 182
		SP:Iteration 38Q (75102.670000 sec): 3 clusters
  Score: Raw -2581808.972462 + Penalty 3254.869866 = -2578554.102596
  nChanged 204
		SP:Iteration 39Q (75102.930000 sec): 3 clusters
  Score: Raw -2581909.650459 + Penalty 3254.869866 = -2578654.780593
  nChanged 225
		SP:Iteration 40F (75103.270000 sec): 3 clusters
  Score: Raw -2582036.503208 + Penalty 3254.869866 = -2578781.633342
  nChanged 234
		SP:Iteration 41Q (75103.630000 sec): 3 clusters
  Score: Raw -2582152.183743 + Penalty 3254.869866 = -2578897.313877
  nChanged 204
		SP:Iteration 42Q (75103.940000 sec): 3 clusters
  Score: Raw -2582218.118694 + Penalty 3254.869866 = -2578963.248828
  nChanged 159
		SP:Iteration 43Q (75104.250000 sec): 3 clusters
  Score: Raw -2582253.026082 + Penalty 3254.869866 = -2578998.156216
  nChanged 130
		SP:Iteration 44Q (75104.590000 sec): 3 clusters
  Score: Raw -2582274.248712 + Penalty 3254.869866 = -2579019.378846
  nChanged 89
		SP:Iteration 45Q (75104.830000 sec): 3 clusters
  Score: Raw -2582284.683678 + Penalty 3254.869866 = -2579029.813811
  nChanged 60
		SP:Iteration 46Q (75105.130000 sec): 3 clusters
  Score: Raw -2582290.548314 + Penalty 3254.869866 = -2579035.678447
  nChanged 41
		SP:Iteration 47Q (75105.390000 sec): 3 clusters
  Score: Raw -2582294.272466 + Penalty 3254.869866 = -2579039.402599
  nChanged 36
		SP:Iteration 48Q (75105.710000 sec): 3 clusters
  Score: Raw -2582296.554157 + Penalty 3254.869866 = -2579041.684291
  nChanged 29
		SP:Iteration 49Q (75106.050000 sec): 3 clusters
  Score: Raw -2582298.489598 + Penalty 3254.869866 = -2579043.619732
  nChanged 12
		SP:Iteration 50Q (75106.390000 sec): 3 clusters
  Score: Raw -2582299.073832 + Penalty 3254.869866 = -2579044.203966
  nChanged 7
		SP:Iteration 51Q (75106.720000 sec): 3 clusters
  Score: Raw -2582299.333185 + Penalty 3254.869866 = -2579044.463319
  nChanged 1
		SP:Iteration 52Q (75107.060000 sec): 3 clusters
  Score: Raw -2582299.369059 + Penalty 3254.869866 = -2579044.499193
  nChanged 0
		SP:Iteration 53F (75107.400000 sec): 3 clusters
  Score: Raw -2582299.369059 + Penalty 3254.869866 = -2579044.499193
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 47 (1180 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (75107.470000 sec): 2 clusters
  Score: Raw -153362.996670 + Penalty 1149.406329 = -152213.590341
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (75107.640000 sec): 3 clusters
  Score: Raw -152983.129661 + Penalty 2298.812658 = -150684.317003
  nChanged 374
		SP:Iteration 1F (75107.820000 sec): 3 clusters
  Score: Raw -153298.096727 + Penalty 2298.812658 = -150999.284069
  nChanged 92
		SP:Iteration 2F (75108.000000 sec): 3 clusters
  Score: Raw -153383.036973 + Penalty 2298.812658 = -151084.224315
  nChanged 54
		SP:Iteration 3Q (75108.020000 sec): 3 clusters
  Score: Raw -153454.412015 + Penalty 2298.812658 = -151155.599357
  nChanged 54
		SP:Iteration 4Q (75108.040000 sec): 3 clusters
  Score: Raw -153516.770303 + Penalty 2298.812658 = -151217.957645
  nChanged 35
		SP:Iteration 5Q (75108.070000 sec): 3 clusters
  Score: Raw -153549.524456 + Penalty 2298.812658 = -151250.711798
  nChanged 29
		SP:Iteration 6Q (75108.090000 sec): 3 clusters
  Score: Raw -153574.856423 + Penalty 2298.812658 = -151276.043764
  nChanged 21
		SP:Iteration 7Q (75108.120000 sec): 3 clusters
  Score: Raw -153597.988550 + Penalty 2298.812658 = -151299.175892
  nChanged 21
		SP:Iteration 8Q (75108.240000 sec): 3 clusters
  Score: Raw -153614.553734 + Penalty 2298.812658 = -151315.741075
  nChanged 17
		SP:Iteration 9Q (75108.270000 sec): 3 clusters
  Score: Raw -153634.467877 + Penalty 2298.812658 = -151335.655218
  nChanged 14
		SP:Iteration 10Q (75108.300000 sec): 3 clusters
  Score: Raw -153643.969779 + Penalty 2298.812658 = -151345.157121
  nChanged 11
		SP:Iteration 11Q (75108.330000 sec): 3 clusters
  Score: Raw -153650.749507 + Penalty 2298.812658 = -151351.936849
  nChanged 7
		SP:Iteration 12Q (75108.350000 sec): 3 clusters
  Score: Raw -153656.353295 + Penalty 2298.812658 = -151357.540637
  nChanged 6
		SP:Iteration 13Q (75108.380000 sec): 3 clusters
  Score: Raw -153661.261936 + Penalty 2298.812658 = -151362.449278
  nChanged 5
		SP:Iteration 14Q (75108.420000 sec): 3 clusters
  Score: Raw -153665.322448 + Penalty 2298.812658 = -151366.509790
  nChanged 0
		SP:Iteration 15F (75108.440000 sec): 3 clusters
  Score: Raw -153665.322448 + Penalty 2298.812658 = -151366.509790
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 48 (343 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (75108.490000 sec): 2 clusters
  Score: Raw -25318.377773 + Penalty 948.631198 = -24369.746576
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (75108.500000 sec): 3 clusters
  Score: Raw -25348.626334 + Penalty 1897.262395 = -23451.363938
  nChanged 81
		SP:Iteration 1F (75108.500000 sec): 3 clusters
  Score: Raw -25529.469087 + Penalty 1897.262395 = -23632.206692
  nChanged 25
		SP:Iteration 2F (75108.510000 sec): 3 clusters
  Score: Raw -25603.660796 + Penalty 1897.262395 = -23706.398401
  nChanged 19
		SP:Iteration 3F (75108.520000 sec): 3 clusters
  Score: Raw -25664.308822 + Penalty 1897.262395 = -23767.046427
  nChanged 12
		SP:Iteration 4Q (75108.530000 sec): 3 clusters
  Score: Raw -25704.927584 + Penalty 1897.262395 = -23807.665189
  nChanged 12
		SP:Iteration 5Q (75108.540000 sec): 3 clusters
  Score: Raw -25777.747263 + Penalty 1897.262395 = -23880.484868
  nChanged 14
		SP:Iteration 6Q (75108.540000 sec): 3 clusters
  Score: Raw -25856.469798 + Penalty 1897.262395 = -23959.207402
  nChanged 16
		SP:Iteration 7Q (75108.550000 sec): 3 clusters
  Score: Raw -25976.973880 + Penalty 1897.262395 = -24079.711485
  nChanged 14
		SP:Iteration 8Q (75108.560000 sec): 3 clusters
  Score: Raw -26212.756267 + Penalty 1897.262395 = -24315.493872
  nChanged 11
		SP:Iteration 9Q (75108.570000 sec): 3 clusters
  Score: Raw -26345.350695 + Penalty 1897.262395 = -24448.088299
  nChanged 4
		SP:Iteration 10Q (75108.580000 sec): 3 clusters
  Score: Raw -26364.027056 + Penalty 1897.262395 = -24466.764660
  nChanged 4
		SP:Iteration 11Q (75108.580000 sec): 3 clusters
  Score: Raw -26387.964586 + Penalty 1897.262395 = -24490.702190
  nChanged 3
		SP:Iteration 12Q (75108.590000 sec): 3 clusters
  Score: Raw -26404.423303 + Penalty 1897.262395 = -24507.160907
  nChanged 0
		SP:Iteration 13F (75108.600000 sec): 3 clusters
  Score: Raw -26404.423303 + Penalty 1897.262395 = -24507.160907
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 75.
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 49 (16992 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (75108.800000 sec): 2 clusters
  Score: Raw -2052275.296503 + Penalty 1582.830913 = -2050692.465590
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (75109.090000 sec): 3 clusters
  Score: Raw -2042309.695775 + Penalty 3165.661825 = -2039144.033950
  nChanged 7595
		SP:Iteration 1F (75109.370000 sec): 3 clusters
  Score: Raw -2046307.434057 + Penalty 3165.661825 = -2043141.772232
  nChanged 909
		SP:Iteration 2F (75109.560000 sec): 3 clusters
  Score: Raw -2046714.444715 + Penalty 3165.661825 = -2043548.782890
  nChanged 913
		SP:Iteration 3F (75109.870000 sec): 3 clusters
  Score: Raw -2047252.099578 + Penalty 3165.661825 = -2044086.437753
  nChanged 965
		SP:Iteration 4F (75110.130000 sec): 3 clusters
  Score: Raw -2047951.484919 + Penalty 3165.661825 = -2044785.823094
  nChanged 1082
		SP:Iteration 5F (75110.430000 sec): 3 clusters
  Score: Raw -2048720.018174 + Penalty 3165.661825 = -2045554.356348
  nChanged 1150
		SP:Iteration 6F (75110.720000 sec): 3 clusters
  Score: Raw -2049498.171976 + Penalty 3165.661825 = -2046332.510151
  nChanged 1086
		SP:Iteration 7F (75110.950000 sec): 3 clusters
  Score: Raw -2050188.561198 + Penalty 3165.661825 = -2047022.899372
  nChanged 947
		SP:Iteration 8F (75111.270000 sec): 3 clusters
  Score: Raw -2050775.269122 + Penalty 3165.661825 = -2047609.607297
  nChanged 792
		SP:Iteration 9Q (75111.530000 sec): 3 clusters
  Score: Raw -2051214.123462 + Penalty 3165.661825 = -2048048.461637
  nChanged 701
		SP:Iteration 10Q (75111.830000 sec): 3 clusters
  Score: Raw -2051576.456458 + Penalty 3165.661825 = -2048410.794632
  nChanged 536
		SP:Iteration 11Q (75112.120000 sec): 3 clusters
  Score: Raw -2051820.034475 + Penalty 3165.661825 = -2048654.372650
  nChanged 435
		SP:Iteration 12Q (75112.420000 sec): 3 clusters
  Score: Raw -2052018.446571 + Penalty 3165.661825 = -2048852.784746
  nChanged 382
		SP:Iteration 13Q (75112.720000 sec): 3 clusters
  Score: Raw -2052209.953008 + Penalty 3165.661825 = -2049044.291183
  nChanged 336
		SP:Iteration 14Q (75113.010000 sec): 3 clusters
  Score: Raw -2052371.491773 + Penalty 3165.661825 = -2049205.829948
  nChanged 290
		SP:Iteration 15Q (75113.310000 sec): 3 clusters
  Score: Raw -2052506.523794 + Penalty 3165.661825 = -2049340.861968
  nChanged 252
		SP:Iteration 16Q (75113.650000 sec): 3 clusters
  Score: Raw -2052615.219400 + Penalty 3165.661825 = -2049449.557575
  nChanged 235
		SP:Iteration 17Q (75113.950000 sec): 3 clusters
  Score: Raw -2052714.061591 + Penalty 3165.661825 = -2049548.399766
  nChanged 221
		SP:Iteration 18Q (75114.240000 sec): 3 clusters
  Score: Raw -2052807.489073 + Penalty 3165.661825 = -2049641.827248
  nChanged 208
		SP:Iteration 19Q (75114.540000 sec): 3 clusters
  Score: Raw -2052896.941765 + Penalty 3165.661825 = -2049731.279940
  nChanged 209
		SP:Iteration 20F (75114.760000 sec): 3 clusters
  Score: Raw -2052978.362699 + Penalty 3165.661825 = -2049812.700873
  nChanged 194
		SP:Iteration 21Q (75115.080000 sec): 3 clusters
  Score: Raw -2053049.680805 + Penalty 3165.661825 = -2049884.018980
  nChanged 171
		SP:Iteration 22Q (75115.340000 sec): 3 clusters
  Score: Raw -2053117.950676 + Penalty 3165.661825 = -2049952.288851
  nChanged 166
		SP:Iteration 23Q (75115.640000 sec): 3 clusters
  Score: Raw -2053181.545148 + Penalty 3165.661825 = -2050015.883323
  nChanged 166
		SP:Iteration 24Q (75115.930000 sec): 3 clusters
  Score: Raw -2053253.018430 + Penalty 3165.661825 = -2050087.356605
  nChanged 180
		SP:Iteration 25Q (75116.150000 sec): 3 clusters
  Score: Raw -2053331.321147 + Penalty 3165.661825 = -2050165.659322
  nChanged 152
		SP:Iteration 26Q (75116.440000 sec): 3 clusters
  Score: Raw -2053383.531168 + Penalty 3165.661825 = -2050217.869342
  nChanged 133
		SP:Iteration 27Q (75116.740000 sec): 3 clusters
  Score: Raw -2053427.451085 + Penalty 3165.661825 = -2050261.789260
  nChanged 114
		SP:Iteration 28Q (75117.030000 sec): 3 clusters
  Score: Raw -2053461.339675 + Penalty 3165.661825 = -2050295.677849
  nChanged 97
		SP:Iteration 29Q (75117.330000 sec): 3 clusters
  Score: Raw -2053489.156850 + Penalty 3165.661825 = -2050323.495024
  nChanged 82
		SP:Iteration 30Q (75117.620000 sec): 3 clusters
  Score: Raw -2053511.643298 + Penalty 3165.661825 = -2050345.981472
  nChanged 67
		SP:Iteration 31Q (75117.870000 sec): 3 clusters
  Score: Raw -2053529.278683 + Penalty 3165.661825 = -2050363.616858
  nChanged 78
		SP:Iteration 32Q (75118.170000 sec): 3 clusters
  Score: Raw -2053547.299601 + Penalty 3165.661825 = -2050381.637776
  nChanged 68
		SP:Iteration 33Q (75118.410000 sec): 3 clusters
  Score: Raw -2053563.379705 + Penalty 3165.661825 = -2050397.717880
  nChanged 67
		SP:Iteration 34Q (75118.720000 sec): 3 clusters
  Score: Raw -2053579.245258 + Penalty 3165.661825 = -2050413.583432
  nChanged 62
		SP:Iteration 35Q (75119.000000 sec): 3 clusters
  Score: Raw -2053593.527559 + Penalty 3165.661825 = -2050427.865734
  nChanged 66
		SP:Iteration 36Q (75119.270000 sec): 3 clusters
  Score: Raw -2053608.827494 + Penalty 3165.661825 = -2050443.165669
  nChanged 65
		SP:Iteration 37Q (75119.540000 sec): 3 clusters
  Score: Raw -2053622.399963 + Penalty 3165.661825 = -2050456.738137
  nChanged 62
		SP:Iteration 38Q (75119.820000 sec): 3 clusters
  Score: Raw -2053634.838114 + Penalty 3165.661825 = -2050469.176289
  nChanged 50
		SP:Iteration 39Q (75120.100000 sec): 3 clusters
  Score: Raw -2053642.946011 + Penalty 3165.661825 = -2050477.284186
  nChanged 40
		SP:Iteration 40F (75120.370000 sec): 3 clusters
  Score: Raw -2053649.981409 + Penalty 3165.661825 = -2050484.319584
  nChanged 38
		SP:Iteration 41Q (75120.650000 sec): 3 clusters
  Score: Raw -2053656.349689 + Penalty 3165.661825 = -2050490.687863
  nChanged 23
		SP:Iteration 42Q (75120.940000 sec): 3 clusters
  Score: Raw -2053659.484639 + Penalty 3165.661825 = -2050493.822814
  nChanged 22
		SP:Iteration 43Q (75121.240000 sec): 3 clusters
  Score: Raw -2053662.688753 + Penalty 3165.661825 = -2050497.026928
  nChanged 12
		SP:Iteration 44Q (75121.490000 sec): 3 clusters
  Score: Raw -2053664.491236 + Penalty 3165.661825 = -2050498.829410
  nChanged 13
		SP:Iteration 45Q (75121.760000 sec): 3 clusters
  Score: Raw -2053665.751331 + Penalty 3165.661825 = -2050500.089505
  nChanged 12
		SP:Iteration 46Q (75122.050000 sec): 3 clusters
  Score: Raw -2053666.817881 + Penalty 3165.661825 = -2050501.156056
  nChanged 14
		SP:Iteration 47Q (75122.350000 sec): 3 clusters
  Score: Raw -2053668.685788 + Penalty 3165.661825 = -2050503.023963
  nChanged 20
		SP:Iteration 48Q (75122.650000 sec): 3 clusters
  Score: Raw -2053671.571123 + Penalty 3165.661825 = -2050505.909298
  nChanged 18
		SP:Iteration 49Q (75122.940000 sec): 3 clusters
  Score: Raw -2053673.936889 + Penalty 3165.661825 = -2050508.275063
  nChanged 17
		SP:Iteration 50Q (75123.240000 sec): 3 clusters
  Score: Raw -2053675.627610 + Penalty 3165.661825 = -2050509.965784
  nChanged 17
		SP:Iteration 51Q (75123.540000 sec): 3 clusters
  Score: Raw -2053677.683608 + Penalty 3165.661825 = -2050512.021783
  nChanged 20
		SP:Iteration 52Q (75123.840000 sec): 3 clusters
  Score: Raw -2053680.307059 + Penalty 3165.661825 = -2050514.645233
  nChanged 19
		SP:Iteration 53Q (75124.130000 sec): 3 clusters
  Score: Raw -2053683.136115 + Penalty 3165.661825 = -2050517.474290
  nChanged 16
		SP:Iteration 54Q (75124.430000 sec): 3 clusters
  Score: Raw -2053684.923656 + Penalty 3165.661825 = -2050519.261831
  nChanged 17
		SP:Iteration 55Q (75124.720000 sec): 3 clusters
  Score: Raw -2053686.910439 + Penalty 3165.661825 = -2050521.248613
  nChanged 18
		SP:Iteration 56Q (75125.020000 sec): 3 clusters
  Score: Raw -2053689.588818 + Penalty 3165.661825 = -2050523.926993
  nChanged 23
		SP:Iteration 57Q (75125.320000 sec): 3 clusters
  Score: Raw -2053692.428444 + Penalty 3165.661825 = -2050526.766619
  nChanged 19
		SP:Iteration 58Q (75125.610000 sec): 3 clusters
  Score: Raw -2053694.738277 + Penalty 3165.661825 = -2050529.076452
  nChanged 13
		SP:Iteration 59Q (75125.910000 sec): 3 clusters
  Score: Raw -2053696.479349 + Penalty 3165.661825 = -2050530.817523
  nChanged 12
		SP:Iteration 60F (75126.200000 sec): 3 clusters
  Score: Raw -2053697.997480 + Penalty 3165.661825 = -2050532.335655
  nChanged 15
		SP:Iteration 61Q (75126.500000 sec): 3 clusters
  Score: Raw -2053699.678990 + Penalty 3165.661825 = -2050534.017165
  nChanged 12
		SP:Iteration 62Q (75126.800000 sec): 3 clusters
  Score: Raw -2053700.619434 + Penalty 3165.661825 = -2050534.957609
  nChanged 6
		SP:Iteration 63Q (75127.090000 sec): 3 clusters
  Score: Raw -2053701.214205 + Penalty 3165.661825 = -2050535.552380
  nChanged 10
		SP:Iteration 64Q (75127.390000 sec): 3 clusters
  Score: Raw -2053702.223711 + Penalty 3165.661825 = -2050536.561885
  nChanged 8
		SP:Iteration 65Q (75127.680000 sec): 3 clusters
  Score: Raw -2053702.819277 + Penalty 3165.661825 = -2050537.157451
  nChanged 4
		SP:Iteration 66Q (75127.980000 sec): 3 clusters
  Score: Raw -2053703.004524 + Penalty 3165.661825 = -2050537.342698
  nChanged 2
		SP:Iteration 67Q (75128.190000 sec): 3 clusters
  Score: Raw -2053703.109286 + Penalty 3165.661825 = -2050537.447461
  nChanged 1
		SP:Iteration 68Q (75128.490000 sec): 3 clusters
  Score: Raw -2053703.187338 + Penalty 3165.661825 = -2050537.525513
  nChanged 3
		SP:Iteration 69Q (75128.790000 sec): 3 clusters
  Score: Raw -2053703.456527 + Penalty 3165.661825 = -2050537.794702
  nChanged 3
		SP:Iteration 70Q (75129.000000 sec): 3 clusters
  Score: Raw -2053703.799753 + Penalty 3165.661825 = -2050538.137927
  nChanged 4
		SP:Iteration 71Q (75129.300000 sec): 3 clusters
  Score: Raw -2053704.068094 + Penalty 3165.661825 = -2050538.406268
  nChanged 4
		SP:Iteration 72Q (75129.590000 sec): 3 clusters
  Score: Raw -2053704.437300 + Penalty 3165.661825 = -2050538.775475
  nChanged 3
		SP:Iteration 73Q (75129.820000 sec): 3 clusters
  Score: Raw -2053704.732552 + Penalty 3165.661825 = -2050539.070727
  nChanged 4
		SP:Iteration 74Q (75130.140000 sec): 3 clusters
  Score: Raw -2053705.272613 + Penalty 3165.661825 = -2050539.610788
  nChanged 6
		SP:Iteration 75Q (75130.360000 sec): 3 clusters
  Score: Raw -2053705.781532 + Penalty 3165.661825 = -2050540.119707
  nChanged 1
		SP:Iteration 76Q (75130.660000 sec): 3 clusters
  Score: Raw -2053705.859837 + Penalty 3165.661825 = -2050540.198011
  nChanged 2
		SP:Iteration 77Q (75130.890000 sec): 3 clusters
  Score: Raw -2053706.064681 + Penalty 3165.661825 = -2050540.402856
  nChanged 3
		SP:Iteration 78Q (75131.200000 sec): 3 clusters
  Score: Raw -2053706.271041 + Penalty 3165.661825 = -2050540.609215
  nChanged 1
		SP:Iteration 79Q (75131.460000 sec): 3 clusters
  Score: Raw -2053706.359850 + Penalty 3165.661825 = -2050540.698025
  nChanged 3
		SP:Iteration 80F (75131.760000 sec): 3 clusters
  Score: Raw -2053706.696635 + Penalty 3165.661825 = -2050541.034810
  nChanged 2
		SP:Iteration 81Q (75132.060000 sec): 3 clusters
  Score: Raw -2053706.843649 + Penalty 3165.661825 = -2050541.181824
  nChanged 2
		SP:Iteration 82Q (75132.350000 sec): 3 clusters
  Score: Raw -2053706.992844 + Penalty 3165.661825 = -2050541.331019
  nChanged 1
		SP:Iteration 83Q (75132.640000 sec): 3 clusters
  Score: Raw -2053707.054218 + Penalty 3165.661825 = -2050541.392392
  nChanged 1
		SP:Iteration 84Q (75132.940000 sec): 3 clusters
  Score: Raw -2053707.080212 + Penalty 3165.661825 = -2050541.418387
  nChanged 2
		SP:Iteration 85Q (75133.240000 sec): 3 clusters
  Score: Raw -2053707.162580 + Penalty 3165.661825 = -2050541.500755
  nChanged 2
		SP:Iteration 86Q (75133.560000 sec): 3 clusters
  Score: Raw -2053707.334657 + Penalty 3165.661825 = -2050541.672832
  nChanged 2
		SP:Iteration 87Q (75133.810000 sec): 3 clusters
  Score: Raw -2053707.499203 + Penalty 3165.661825 = -2050541.837378
  nChanged 1
		SP:Iteration 88Q (75134.110000 sec): 3 clusters
  Score: Raw -2053707.563395 + Penalty 3165.661825 = -2050541.901570
  nChanged 3
		SP:Iteration 89Q (75134.400000 sec): 3 clusters
  Score: Raw -2053707.749858 + Penalty 3165.661825 = -2050542.088033
  nChanged 4
		SP:Iteration 90Q (75134.700000 sec): 3 clusters
  Score: Raw -2053708.144181 + Penalty 3165.661825 = -2050542.482355
  nChanged 5
		SP:Iteration 91Q (75135.000000 sec): 3 clusters
  Score: Raw -2053708.593897 + Penalty 3165.661825 = -2050542.932072
  nChanged 3
		SP:Iteration 92Q (75135.300000 sec): 3 clusters
  Score: Raw -2053708.788390 + Penalty 3165.661825 = -2050543.126565
  nChanged 3
		SP:Iteration 93Q (75135.600000 sec): 3 clusters
  Score: Raw -2053708.938651 + Penalty 3165.661825 = -2050543.276825
  nChanged 3
		SP:Iteration 94Q (75135.890000 sec): 3 clusters
  Score: Raw -2053709.149320 + Penalty 3165.661825 = -2050543.487494
  nChanged 2
		SP:Iteration 95Q (75136.190000 sec): 3 clusters
  Score: Raw -2053709.312157 + Penalty 3165.661825 = -2050543.650332
  nChanged 3
		SP:Iteration 96Q (75136.490000 sec): 3 clusters
  Score: Raw -2053709.482997 + Penalty 3165.661825 = -2050543.821172
  nChanged 1
		SP:Iteration 97Q (75136.780000 sec): 3 clusters
  Score: Raw -2053709.532319 + Penalty 3165.661825 = -2050543.870493
  nChanged 2
		SP:Iteration 98Q (75137.080000 sec): 3 clusters
  Score: Raw -2053709.819099 + Penalty 3165.661825 = -2050544.157274
  nChanged 1
		SP:Iteration 99Q (75137.380000 sec): 3 clusters
  Score: Raw -2053709.990886 + Penalty 3165.661825 = -2050544.329061
  nChanged 2
		SP:Iteration 100F (75137.670000 sec): 3 clusters
  Score: Raw -2053710.290806 + Penalty 3165.661825 = -2050544.628981
  nChanged 1
		SP:Iteration 101Q (75138.010000 sec): 3 clusters
  Score: Raw -2053710.325385 + Penalty 3165.661825 = -2050544.663559
  nChanged 0
		SP:Iteration 102F (75138.170000 sec): 3 clusters
  Score: Raw -2053710.325385 + Penalty 3165.661825 = -2050544.663559
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 50 (521 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (75138.280000 sec): 2 clusters
  Score: Raw -63580.827223 + Penalty 1016.559382 = -62564.267841
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (75138.380000 sec): 3 clusters
  Score: Raw -63492.753870 + Penalty 2033.118764 = -61459.635106
  nChanged 118
		SP:Iteration 1F (75138.390000 sec): 3 clusters
  Score: Raw -63637.418533 + Penalty 2033.118764 = -61604.299769
  nChanged 25
		SP:Iteration 2Q (75138.410000 sec): 3 clusters
  Score: Raw -63679.738726 + Penalty 2033.118764 = -61646.619962
  nChanged 14
		SP:Iteration 3Q (75138.410000 sec): 3 clusters
  Score: Raw -63707.557058 + Penalty 2033.118764 = -61674.438294
  nChanged 9
		SP:Iteration 4Q (75138.430000 sec): 3 clusters
  Score: Raw -63720.148049 + Penalty 2033.118764 = -61687.029286
  nChanged 7
		SP:Iteration 5Q (75138.450000 sec): 3 clusters
  Score: Raw -63725.433173 + Penalty 2033.118764 = -61692.314409
  nChanged 5
		SP:Iteration 6Q (75138.460000 sec): 3 clusters
  Score: Raw -63733.448462 + Penalty 2033.118764 = -61700.329699
  nChanged 3
		SP:Iteration 7Q (75138.480000 sec): 3 clusters
  Score: Raw -63736.949655 + Penalty 2033.118764 = -61703.830891
  nChanged 3
		SP:Iteration 8Q (75138.490000 sec): 3 clusters
  Score: Raw -63741.144885 + Penalty 2033.118764 = -61708.026122
  nChanged 5
		SP:Iteration 9Q (75138.510000 sec): 3 clusters
  Score: Raw -63746.470889 + Penalty 2033.118764 = -61713.352126
  nChanged 2
		SP:Iteration 10Q (75138.530000 sec): 3 clusters
  Score: Raw -63748.089682 + Penalty 2033.118764 = -61714.970919
  nChanged 2
		SP:Iteration 11Q (75138.540000 sec): 3 clusters
  Score: Raw -63750.726482 + Penalty 2033.118764 = -61717.607718
  nChanged 2
		SP:Iteration 12Q (75138.550000 sec): 3 clusters
  Score: Raw -63752.298486 + Penalty 2033.118764 = -61719.179723
  nChanged 1
		SP:Iteration 13Q (75138.570000 sec): 3 clusters
  Score: Raw -63753.622967 + Penalty 2033.118764 = -61720.504203
  nChanged 2
		SP:Iteration 14Q (75138.590000 sec): 3 clusters
  Score: Raw -63756.348580 + Penalty 2033.118764 = -61723.229816
  nChanged 1
		SP:Iteration 15Q (75138.600000 sec): 3 clusters
  Score: Raw -63756.833137 + Penalty 2033.118764 = -61723.714373
  nChanged 2
		SP:Iteration 16Q (75138.620000 sec): 3 clusters
  Score: Raw -63760.826540 + Penalty 2033.118764 = -61727.707776
  nChanged 2
		SP:Iteration 17Q (75138.630000 sec): 3 clusters
  Score: Raw -63763.677370 + Penalty 2033.118764 = -61730.558607
  nChanged 1
		SP:Iteration 18Q (75138.650000 sec): 3 clusters
  Score: Raw -63764.595126 + Penalty 2033.118764 = -61731.476363
  nChanged 1
		SP:Iteration 19Q (75138.670000 sec): 3 clusters
  Score: Raw -63766.081352 + Penalty 2033.118764 = -61732.962589
  nChanged 0
		SP:Iteration 20F (75138.680000 sec): 3 clusters
  Score: Raw -63766.081352 + Penalty 2033.118764 = -61732.962589
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 51 (12882 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (75138.810000 sec): 2 clusters
  Score: Raw -1635571.387895 + Penalty 1537.832768 = -1634033.555127
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (75139.050000 sec): 3 clusters
  Score: Raw -1628055.862843 + Penalty 3075.665537 = -1624980.197306
  nChanged 5669
		SP:Iteration 1F (75139.220000 sec): 3 clusters
  Score: Raw -1631029.021936 + Penalty 3075.665537 = -1627953.356400
  nChanged 693
		SP:Iteration 2F (75139.530000 sec): 3 clusters
  Score: Raw -1631267.169728 + Penalty 3075.665537 = -1628191.504191
  nChanged 534
		SP:Iteration 3Q (75139.790000 sec): 3 clusters
  Score: Raw -1631436.138348 + Penalty 3075.665537 = -1628360.472811
  nChanged 429
		SP:Iteration 4Q (75140.020000 sec): 3 clusters
  Score: Raw -1631557.708605 + Penalty 3075.665537 = -1628482.043068
  nChanged 386
		SP:Iteration 5Q (75140.300000 sec): 3 clusters
  Score: Raw -1631657.163938 + Penalty 3075.665537 = -1628581.498401
  nChanged 335
		SP:Iteration 6Q (75140.460000 sec): 3 clusters
  Score: Raw -1631741.953613 + Penalty 3075.665537 = -1628666.288076
  nChanged 317
		SP:Iteration 7Q (75140.740000 sec): 3 clusters
  Score: Raw -1631823.598898 + Penalty 3075.665537 = -1628747.933361
  nChanged 288
		SP:Iteration 8Q (75141.020000 sec): 3 clusters
  Score: Raw -1631890.113804 + Penalty 3075.665537 = -1628814.448267
  nChanged 253
		SP:Iteration 9Q (75141.270000 sec): 3 clusters
  Score: Raw -1631948.641283 + Penalty 3075.665537 = -1628872.975746
  nChanged 247
		SP:Iteration 10Q (75141.550000 sec): 3 clusters
  Score: Raw -1632021.058115 + Penalty 3075.665537 = -1628945.392579
  nChanged 271
		SP:Iteration 11Q (75141.790000 sec): 3 clusters
  Score: Raw -1632095.793568 + Penalty 3075.665537 = -1629020.128031
  nChanged 263
		SP:Iteration 12Q (75142.080000 sec): 3 clusters
  Score: Raw -1632172.132053 + Penalty 3075.665537 = -1629096.466516
  nChanged 274
		SP:Iteration 13Q (75142.320000 sec): 3 clusters
  Score: Raw -1632266.968656 + Penalty 3075.665537 = -1629191.303119
  nChanged 309
		SP:Iteration 14Q (75142.560000 sec): 3 clusters
  Score: Raw -1632380.760912 + Penalty 3075.665537 = -1629305.095375
  nChanged 345
		SP:Iteration 15Q (75142.820000 sec): 3 clusters
  Score: Raw -1632529.752784 + Penalty 3075.665537 = -1629454.087247
  nChanged 400
		SP:Iteration 16Q (75143.060000 sec): 3 clusters
  Score: Raw -1632723.460822 + Penalty 3075.665537 = -1629647.795285
  nChanged 442
		SP:Iteration 17Q (75143.350000 sec): 3 clusters
  Score: Raw -1632989.021306 + Penalty 3075.665537 = -1629913.355769
  nChanged 517
		SP:Iteration 18Q (75143.590000 sec): 3 clusters
  Score: Raw -1633356.440347 + Penalty 3075.665537 = -1630280.774811
  nChanged 541
		SP:Iteration 19Q (75143.880000 sec): 3 clusters
  Score: Raw -1633753.275205 + Penalty 3075.665537 = -1630677.609668
  nChanged 483
		SP:Iteration 20F (75144.120000 sec): 3 clusters
  Score: Raw -1634104.405315 + Penalty 3075.665537 = -1631028.739778
  nChanged 408
		SP:Iteration 21Q (75144.410000 sec): 3 clusters
  Score: Raw -1634398.746196 + Penalty 3075.665537 = -1631323.080659
  nChanged 342
		SP:Iteration 22Q (75144.600000 sec): 3 clusters
  Score: Raw -1634625.817006 + Penalty 3075.665537 = -1631550.151469
  nChanged 295
		SP:Iteration 23Q (75144.750000 sec): 3 clusters
  Score: Raw -1634821.486826 + Penalty 3075.665537 = -1631745.821289
  nChanged 239
		SP:Iteration 24Q (75145.070000 sec): 3 clusters
  Score: Raw -1634973.003349 + Penalty 3075.665537 = -1631897.337813
  nChanged 210
		SP:Iteration 25Q (75145.270000 sec): 3 clusters
  Score: Raw -1635106.081192 + Penalty 3075.665537 = -1632030.415655
  nChanged 181
		SP:Iteration 26Q (75145.520000 sec): 3 clusters
  Score: Raw -1635230.865462 + Penalty 3075.665537 = -1632155.199925
  nChanged 137
		SP:Iteration 27Q (75145.800000 sec): 3 clusters
  Score: Raw -1635331.025931 + Penalty 3075.665537 = -1632255.360394
  nChanged 113
		SP:Iteration 28Q (75146.050000 sec): 3 clusters
  Score: Raw -1635420.692988 + Penalty 3075.665537 = -1632345.027451
  nChanged 77
		SP:Iteration 29Q (75146.290000 sec): 3 clusters
  Score: Raw -1635480.280942 + Penalty 3075.665537 = -1632404.615405
  nChanged 70
		SP:Iteration 30Q (75146.470000 sec): 3 clusters
  Score: Raw -1635538.050451 + Penalty 3075.665537 = -1632462.384914
  nChanged 58
		SP:Iteration 31Q (75146.690000 sec): 3 clusters
  Score: Raw -1635586.753914 + Penalty 3075.665537 = -1632511.088378
  nChanged 35
		SP:Iteration 32Q (75146.930000 sec): 3 clusters
  Score: Raw -1635615.345845 + Penalty 3075.665537 = -1632539.680308
  nChanged 31
		SP:Iteration 33Q (75147.150000 sec): 3 clusters
  Score: Raw -1635638.192779 + Penalty 3075.665537 = -1632562.527242
  nChanged 23
		SP:Iteration 34Q (75147.400000 sec): 3 clusters
  Score: Raw -1635662.379494 + Penalty 3075.665537 = -1632586.713957
  nChanged 20
		SP:Iteration 35Q (75147.650000 sec): 3 clusters
  Score: Raw -1635679.635852 + Penalty 3075.665537 = -1632603.970315
  nChanged 15
		SP:Iteration 36Q (75147.890000 sec): 3 clusters
  Score: Raw -1635692.477378 + Penalty 3075.665537 = -1632616.811842
  nChanged 10
		SP:Iteration 37Q (75148.140000 sec): 3 clusters
  Score: Raw -1635700.735675 + Penalty 3075.665537 = -1632625.070138
  nChanged 6
		SP:Iteration 38Q (75148.380000 sec): 3 clusters
  Score: Raw -1635706.392244 + Penalty 3075.665537 = -1632630.726708
  nChanged 12
		SP:Iteration 39Q (75148.630000 sec): 3 clusters
  Score: Raw -1635716.080439 + Penalty 3075.665537 = -1632640.414902
  nChanged 11
		SP:Iteration 40F (75148.910000 sec): 3 clusters
  Score: Raw -1635723.771857 + Penalty 3075.665537 = -1632648.106321
  nChanged 9
		SP:Iteration 41Q (75149.120000 sec): 3 clusters
  Score: Raw -1635730.411927 + Penalty 3075.665537 = -1632654.746390
  nChanged 8
		SP:Iteration 42Q (75149.370000 sec): 3 clusters
  Score: Raw -1635739.779573 + Penalty 3075.665537 = -1632664.114036
  nChanged 8
		SP:Iteration 43Q (75149.610000 sec): 3 clusters
  Score: Raw -1635749.036185 + Penalty 3075.665537 = -1632673.370648
  nChanged 9
		SP:Iteration 44Q (75149.850000 sec): 3 clusters
  Score: Raw -1635760.766902 + Penalty 3075.665537 = -1632685.101366
  nChanged 7
		SP:Iteration 45Q (75150.100000 sec): 3 clusters
  Score: Raw -1635767.635208 + Penalty 3075.665537 = -1632691.969671
  nChanged 5
		SP:Iteration 46Q (75150.340000 sec): 3 clusters
  Score: Raw -1635771.272634 + Penalty 3075.665537 = -1632695.607097
  nChanged 2
		SP:Iteration 47Q (75150.580000 sec): 3 clusters
  Score: Raw -1635773.572607 + Penalty 3075.665537 = -1632697.907070
  nChanged 3
		SP:Iteration 48Q (75150.830000 sec): 3 clusters
  Score: Raw -1635778.740892 + Penalty 3075.665537 = -1632703.075355
  nChanged 5
		SP:Iteration 49Q (75151.070000 sec): 3 clusters
  Score: Raw -1635786.788078 + Penalty 3075.665537 = -1632711.122541
  nChanged 4
		SP:Iteration 50Q (75151.310000 sec): 3 clusters
  Score: Raw -1635791.958913 + Penalty 3075.665537 = -1632716.293376
  nChanged 1
		SP:Iteration 51Q (75151.560000 sec): 3 clusters
  Score: Raw -1635793.379825 + Penalty 3075.665537 = -1632717.714288
  nChanged 2
		SP:Iteration 52Q (75151.710000 sec): 3 clusters
  Score: Raw -1635794.154660 + Penalty 3075.665537 = -1632718.489123
  nChanged 0
		SP:Iteration 53F (75151.900000 sec): 3 clusters
  Score: Raw -1635794.154660 + Penalty 3075.665537 = -1632718.489123
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 52 (163 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (75152.000000 sec): 2 clusters
  Score: Raw -13033.355266 + Penalty 827.734408 = -12205.620859
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (75152.090000 sec): 3 clusters
  Score: Raw -13270.663065 + Penalty 1655.468815 = -11615.194250
  nChanged 25
		SP:Iteration 1F (75152.100000 sec): 3 clusters
  Score: Raw -13384.431389 + Penalty 1655.468815 = -11728.962574
  nChanged 9
		SP:Iteration 2F (75152.110000 sec): 3 clusters
  Score: Raw -13439.635967 + Penalty 1655.468815 = -11784.167152
  nChanged 8
		SP:Iteration 3Q (75152.110000 sec): 3 clusters
  Score: Raw -13550.417954 + Penalty 1655.468815 = -11894.949138
  nChanged 2
		SP:Iteration 4Q (75152.110000 sec): 3 clusters
  Score: Raw -13571.772082 + Penalty 1655.468815 = -11916.303267
  nChanged 0
		SP:Iteration 5F (75152.120000 sec): 3 clusters
  Score: Raw -13571.772082 + Penalty 1655.468815 = -11916.303267
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 53 (565 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (75152.170000 sec): 2 clusters
  Score: Raw -61019.440118 + Penalty 1029.734181 = -59989.705936
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (75152.190000 sec): 3 clusters
  Score: Raw -60943.779050 + Penalty 2059.468363 = -58884.310687
  nChanged 153
		SP:Iteration 1F (75152.200000 sec): 3 clusters
  Score: Raw -61284.052839 + Penalty 2059.468363 = -59224.584476
  nChanged 49
		SP:Iteration 2F (75152.220000 sec): 3 clusters
  Score: Raw -61445.995073 + Penalty 2059.468363 = -59386.526711
  nChanged 44
		SP:Iteration 3F (75152.230000 sec): 3 clusters
  Score: Raw -61585.924611 + Penalty 2059.468363 = -59526.456249
  nChanged 33
		SP:Iteration 4F (75152.250000 sec): 3 clusters
  Score: Raw -61697.973109 + Penalty 2059.468363 = -59638.504746
  nChanged 28
		SP:Iteration 5Q (75152.270000 sec): 3 clusters
  Score: Raw -61806.115583 + Penalty 2059.468363 = -59746.647221
  nChanged 19
		SP:Iteration 6Q (75152.280000 sec): 3 clusters
  Score: Raw -61877.009672 + Penalty 2059.468363 = -59817.541309
  nChanged 20
		SP:Iteration 7Q (75152.300000 sec): 3 clusters
  Score: Raw -61958.020797 + Penalty 2059.468363 = -59898.552434
  nChanged 18
		SP:Iteration 8Q (75152.310000 sec): 3 clusters
  Score: Raw -62022.511563 + Penalty 2059.468363 = -59963.043200
  nChanged 10
		SP:Iteration 9Q (75152.330000 sec): 3 clusters
  Score: Raw -62052.428539 + Penalty 2059.468363 = -59992.960176
  nChanged 7
		SP:Iteration 10Q (75152.340000 sec): 3 clusters
  Score: Raw -62086.759485 + Penalty 2059.468363 = -60027.291123
  nChanged 8
		SP:Iteration 11Q (75152.360000 sec): 3 clusters
  Score: Raw -62140.578256 + Penalty 2059.468363 = -60081.109894
  nChanged 6
		SP:Iteration 12Q (75152.370000 sec): 3 clusters
  Score: Raw -62179.245599 + Penalty 2059.468363 = -60119.777237
  nChanged 7
		SP:Iteration 13Q (75152.390000 sec): 3 clusters
  Score: Raw -62233.415117 + Penalty 2059.468363 = -60173.946754
  nChanged 6
		SP:Iteration 14Q (75152.410000 sec): 3 clusters
  Score: Raw -62290.477065 + Penalty 2059.468363 = -60231.008702
  nChanged 4
		SP:Iteration 15Q (75152.420000 sec): 3 clusters
  Score: Raw -62301.970436 + Penalty 2059.468363 = -60242.502073
  nChanged 0
		SP:Iteration 16F (75152.440000 sec): 3 clusters
  Score: Raw -62301.970436 + Penalty 2059.468363 = -60242.502073
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 76.
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 54 (2272 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (75152.550000 sec): 2 clusters
  Score: Raw -254547.271818 + Penalty 1255.867564 = -253291.404254
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (75152.720000 sec): 3 clusters
  Score: Raw -253586.519375 + Penalty 2511.735128 = -251074.784247
  nChanged 821
		SP:Iteration 1F (75152.900000 sec): 3 clusters
  Score: Raw -254195.774801 + Penalty 2511.735128 = -251684.039672
  nChanged 208
		SP:Iteration 2F (75153.070000 sec): 3 clusters
  Score: Raw -254420.507164 + Penalty 2511.735128 = -251908.772036
  nChanged 158
		SP:Iteration 3F (75153.250000 sec): 3 clusters
  Score: Raw -254610.557488 + Penalty 2511.735128 = -252098.822360
  nChanged 142
		SP:Iteration 4F (75153.420000 sec): 3 clusters
  Score: Raw -254765.063919 + Penalty 2511.735128 = -252253.328791
  nChanged 130
		SP:Iteration 5F (75153.600000 sec): 3 clusters
  Score: Raw -254903.524991 + Penalty 2511.735128 = -252391.789862
  nChanged 99
		SP:Iteration 6Q (75153.780000 sec): 3 clusters
  Score: Raw -255021.375623 + Penalty 2511.735128 = -252509.640495
  nChanged 87
		SP:Iteration 7Q (75153.950000 sec): 3 clusters
  Score: Raw -255142.283743 + Penalty 2511.735128 = -252630.548615
  nChanged 85
		SP:Iteration 8Q (75154.130000 sec): 3 clusters
  Score: Raw -255283.321926 + Penalty 2511.735128 = -252771.586798
  nChanged 83
		SP:Iteration 9Q (75154.300000 sec): 3 clusters
  Score: Raw -255412.209085 + Penalty 2511.735128 = -252900.473956
  nChanged 53
		SP:Iteration 10Q (75154.480000 sec): 3 clusters
  Score: Raw -255475.094503 + Penalty 2511.735128 = -252963.359375
  nChanged 39
		SP:Iteration 11Q (75154.660000 sec): 3 clusters
  Score: Raw -255507.194251 + Penalty 2511.735128 = -252995.459123
  nChanged 19
		SP:Iteration 12Q (75154.830000 sec): 3 clusters
  Score: Raw -255522.151625 + Penalty 2511.735128 = -253010.416497
  nChanged 9
		SP:Iteration 13Q (75155.010000 sec): 3 clusters
  Score: Raw -255531.097929 + Penalty 2511.735128 = -253019.362801
  nChanged 7
		SP:Iteration 14Q (75155.180000 sec): 3 clusters
  Score: Raw -255538.056962 + Penalty 2511.735128 = -253026.321833
  nChanged 6
		SP:Iteration 15Q (75155.360000 sec): 3 clusters
  Score: Raw -255542.538231 + Penalty 2511.735128 = -253030.803102
  nChanged 4
		SP:Iteration 16Q (75155.540000 sec): 3 clusters
  Score: Raw -255545.913637 + Penalty 2511.735128 = -253034.178509
  nChanged 3
		SP:Iteration 17Q (75155.710000 sec): 3 clusters
  Score: Raw -255548.271454 + Penalty 2511.735128 = -253036.536325
  nChanged 5
		SP:Iteration 18Q (75155.890000 sec): 3 clusters
  Score: Raw -255552.209639 + Penalty 2511.735128 = -253040.474510
  nChanged 5
		SP:Iteration 19Q (75156.060000 sec): 3 clusters
  Score: Raw -255555.415527 + Penalty 2511.735128 = -253043.680399
  nChanged 4
		SP:Iteration 20F (75156.240000 sec): 3 clusters
  Score: Raw -255560.074372 + Penalty 2511.735128 = -253048.339244
  nChanged 3
		SP:Iteration 21Q (75156.460000 sec): 3 clusters
  Score: Raw -255561.527012 + Penalty 2511.735128 = -253049.791883
  nChanged 2
		SP:Iteration 22Q (75156.620000 sec): 3 clusters
  Score: Raw -255562.669473 + Penalty 2511.735128 = -253050.934345
  nChanged 3
		SP:Iteration 23Q (75156.780000 sec): 3 clusters
  Score: Raw -255563.815216 + Penalty 2511.735128 = -253052.080087
  nChanged 1
		SP:Iteration 24Q (75156.900000 sec): 3 clusters
  Score: Raw -255564.396359 + Penalty 2511.735128 = -253052.661230
  nChanged 5
		SP:Iteration 25Q (75157.070000 sec): 3 clusters
  Score: Raw -255567.047911 + Penalty 2511.735128 = -253055.312783
  nChanged 1
		SP:Iteration 26Q (75157.250000 sec): 3 clusters
  Score: Raw -255568.755360 + Penalty 2511.735128 = -253057.020232
  nChanged 1
		SP:Iteration 27Q (75157.420000 sec): 3 clusters
  Score: Raw -255569.250987 + Penalty 2511.735128 = -253057.515859
  nChanged 1
		SP:Iteration 28Q (75157.600000 sec): 3 clusters
  Score: Raw -255569.462251 + Penalty 2511.735128 = -253057.727122
  nChanged 0
		SP:Iteration 29F (75157.780000 sec): 3 clusters
  Score: Raw -255569.462251 + Penalty 2511.735128 = -253057.727122
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 55 (7648 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (75157.890000 sec): 2 clusters
  Score: Raw -920035.055942 + Penalty 1453.107411 = -918581.948531
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (75158.100000 sec): 3 clusters
  Score: Raw -915852.230836 + Penalty 2906.214823 = -912946.016013
  nChanged 3201
		SP:Iteration 1F (75158.300000 sec): 3 clusters
  Score: Raw -917528.184828 + Penalty 2906.214823 = -914621.970005
  nChanged 525
		SP:Iteration 2F (75158.500000 sec): 3 clusters
  Score: Raw -917775.223077 + Penalty 2906.214823 = -914869.008255
  nChanged 438
		SP:Iteration 3F (75158.700000 sec): 3 clusters
  Score: Raw -917968.454885 + Penalty 2906.214823 = -915062.240062
  nChanged 332
		SP:Iteration 4Q (75158.900000 sec): 3 clusters
  Score: Raw -918096.648884 + Penalty 2906.214823 = -915190.434061
  nChanged 286
		SP:Iteration 5Q (75159.100000 sec): 3 clusters
  Score: Raw -918210.699175 + Penalty 2906.214823 = -915304.484352
  nChanged 286
		SP:Iteration 6Q (75159.300000 sec): 3 clusters
  Score: Raw -918326.172890 + Penalty 2906.214823 = -915419.958067
  nChanged 253
		SP:Iteration 7Q (75159.490000 sec): 3 clusters
  Score: Raw -918422.355523 + Penalty 2906.214823 = -915516.140700
  nChanged 238
		SP:Iteration 8Q (75159.690000 sec): 3 clusters
  Score: Raw -918515.367343 + Penalty 2906.214823 = -915609.152521
  nChanged 213
		SP:Iteration 9Q (75159.890000 sec): 3 clusters
  Score: Raw -918594.321727 + Penalty 2906.214823 = -915688.106904
  nChanged 195
		SP:Iteration 10Q (75160.090000 sec): 3 clusters
  Score: Raw -918672.028991 + Penalty 2906.214823 = -915765.814168
  nChanged 195
		SP:Iteration 11Q (75160.290000 sec): 3 clusters
  Score: Raw -918753.250094 + Penalty 2906.214823 = -915847.035272
  nChanged 203
		SP:Iteration 12Q (75160.490000 sec): 3 clusters
  Score: Raw -918832.040587 + Penalty 2906.214823 = -915925.825764
  nChanged 216
		SP:Iteration 13Q (75160.690000 sec): 3 clusters
  Score: Raw -918916.214088 + Penalty 2906.214823 = -916009.999265
  nChanged 199
		SP:Iteration 14Q (75160.880000 sec): 3 clusters
  Score: Raw -919006.838032 + Penalty 2906.214823 = -916100.623210
  nChanged 247
		SP:Iteration 15Q (75161.080000 sec): 3 clusters
  Score: Raw -919131.302523 + Penalty 2906.214823 = -916225.087700
  nChanged 239
		SP:Iteration 16Q (75161.280000 sec): 3 clusters
  Score: Raw -919262.527472 + Penalty 2906.214823 = -916356.312649
  nChanged 281
		SP:Iteration 17Q (75161.480000 sec): 3 clusters
  Score: Raw -919422.040165 + Penalty 2906.214823 = -916515.825343
  nChanged 264
		SP:Iteration 18Q (75161.680000 sec): 3 clusters
  Score: Raw -919575.903045 + Penalty 2906.214823 = -916669.688222
  nChanged 259
		SP:Iteration 19Q (75161.880000 sec): 3 clusters
  Score: Raw -919759.828952 + Penalty 2906.214823 = -916853.614129
  nChanged 246
		SP:Iteration 20F (75162.080000 sec): 3 clusters
  Score: Raw -919923.774485 + Penalty 2906.214823 = -917017.559662
  nChanged 218
		SP:Iteration 21Q (75162.280000 sec): 3 clusters
  Score: Raw -920045.147095 + Penalty 2906.214823 = -917138.932272
  nChanged 172
		SP:Iteration 22Q (75162.480000 sec): 3 clusters
  Score: Raw -920149.650249 + Penalty 2906.214823 = -917243.435426
  nChanged 137
		SP:Iteration 23Q (75162.670000 sec): 3 clusters
  Score: Raw -920238.265557 + Penalty 2906.214823 = -917332.050735
  nChanged 118
		SP:Iteration 24Q (75162.870000 sec): 3 clusters
  Score: Raw -920309.054431 + Penalty 2906.214823 = -917402.839608
  nChanged 98
		SP:Iteration 25Q (75163.070000 sec): 3 clusters
  Score: Raw -920372.639457 + Penalty 2906.214823 = -917466.424635
  nChanged 94
		SP:Iteration 26Q (75163.270000 sec): 3 clusters
  Score: Raw -920435.035741 + Penalty 2906.214823 = -917528.820918
  nChanged 67
		SP:Iteration 27Q (75163.470000 sec): 3 clusters
  Score: Raw -920466.229440 + Penalty 2906.214823 = -917560.014617
  nChanged 46
		SP:Iteration 28Q (75163.670000 sec): 3 clusters
  Score: Raw -920480.739461 + Penalty 2906.214823 = -917574.524638
  nChanged 28
		SP:Iteration 29Q (75163.860000 sec): 3 clusters
  Score: Raw -920489.959083 + Penalty 2906.214823 = -917583.744261
  nChanged 19
		SP:Iteration 30Q (75164.060000 sec): 3 clusters
  Score: Raw -920497.714282 + Penalty 2906.214823 = -917591.499459
  nChanged 22
		SP:Iteration 31Q (75164.260000 sec): 3 clusters
  Score: Raw -920504.418712 + Penalty 2906.214823 = -917598.203889
  nChanged 19
		SP:Iteration 32Q (75164.460000 sec): 3 clusters
  Score: Raw -920510.099049 + Penalty 2906.214823 = -917603.884227
  nChanged 20
		SP:Iteration 33Q (75164.660000 sec): 3 clusters
  Score: Raw -920514.720576 + Penalty 2906.214823 = -917608.505753
  nChanged 13
		SP:Iteration 34Q (75164.860000 sec): 3 clusters
  Score: Raw -920518.676062 + Penalty 2906.214823 = -917612.461239
  nChanged 14
		SP:Iteration 35Q (75165.060000 sec): 3 clusters
  Score: Raw -920522.978546 + Penalty 2906.214823 = -917616.763723
  nChanged 9
		SP:Iteration 36Q (75165.260000 sec): 3 clusters
  Score: Raw -920525.495288 + Penalty 2906.214823 = -917619.280465
  nChanged 10
		SP:Iteration 37Q (75165.460000 sec): 3 clusters
  Score: Raw -920527.804058 + Penalty 2906.214823 = -917621.589236
  nChanged 8
		SP:Iteration 38Q (75165.660000 sec): 3 clusters
  Score: Raw -920529.806747 + Penalty 2906.214823 = -917623.591924
  nChanged 11
		SP:Iteration 39Q (75165.860000 sec): 3 clusters
  Score: Raw -920532.250502 + Penalty 2906.214823 = -917626.035679
  nChanged 4
		SP:Iteration 40F (75166.050000 sec): 3 clusters
  Score: Raw -920532.862912 + Penalty 2906.214823 = -917626.648089
  nChanged 6
		SP:Iteration 41Q (75166.250000 sec): 3 clusters
  Score: Raw -920533.884467 + Penalty 2906.214823 = -917627.669644
  nChanged 5
		SP:Iteration 42Q (75166.450000 sec): 3 clusters
  Score: Raw -920534.927001 + Penalty 2906.214823 = -917628.712178
  nChanged 4
		SP:Iteration 43Q (75166.650000 sec): 3 clusters
  Score: Raw -920535.762745 + Penalty 2906.214823 = -917629.547922
  nChanged 1
		SP:Iteration 44Q (75166.840000 sec): 3 clusters
  Score: Raw -920536.070755 + Penalty 2906.214823 = -917629.855932
  nChanged 1
		SP:Iteration 45Q (75167.040000 sec): 3 clusters
  Score: Raw -920536.186317 + Penalty 2906.214823 = -917629.971494
  nChanged 0
		SP:Iteration 46F (75167.240000 sec): 3 clusters
  Score: Raw -920536.186317 + Penalty 2906.214823 = -917629.971494
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 56 (104 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (75167.310000 sec): 2 clusters
  Score: Raw -6276.037954 + Penalty 754.713521 = -5521.324432
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (75167.480000 sec): 3 clusters
  Score: Raw -6538.131285 + Penalty 1509.427042 = -5028.704243
  nChanged 6
		SP:Iteration 1F (75167.660000 sec): 3 clusters
  Score: Raw -6588.664661 + Penalty 1509.427042 = -5079.237619
  nChanged 3
		SP:Iteration 2Q (75167.840000 sec): 3 clusters
  Score: Raw -6606.423122 + Penalty 1509.427042 = -5096.996080
  nChanged 0
		SP:Iteration 3F (75168.010000 sec): 3 clusters
  Score: Raw -6606.423122 + Penalty 1509.427042 = -5096.996080
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 57 (3982 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (75168.140000 sec): 2 clusters
  Score: Raw -484796.966059 + Penalty 1347.050166 = -483449.915893
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (75168.220000 sec): 3 clusters
  Score: Raw -482787.037814 + Penalty 2694.100333 = -480092.937482
  nChanged 1543
		SP:Iteration 1F (75168.300000 sec): 3 clusters
  Score: Raw -483700.313598 + Penalty 2694.100333 = -481006.213265
  nChanged 325
		SP:Iteration 2F (75168.380000 sec): 3 clusters
  Score: Raw -483897.315319 + Penalty 2694.100333 = -481203.214986
  nChanged 212
		SP:Iteration 3F (75168.460000 sec): 3 clusters
  Score: Raw -484016.094305 + Penalty 2694.100333 = -481321.993972
  nChanged 165
		SP:Iteration 4Q (75168.620000 sec): 3 clusters
  Score: Raw -484102.182041 + Penalty 2694.100333 = -481408.081709
  nChanged 125
		SP:Iteration 5Q (75168.700000 sec): 3 clusters
  Score: Raw -484157.116344 + Penalty 2694.100333 = -481463.016011
  nChanged 93
		SP:Iteration 6Q (75168.770000 sec): 3 clusters
  Score: Raw -484194.289678 + Penalty 2694.100333 = -481500.189346
  nChanged 77
		SP:Iteration 7Q (75168.850000 sec): 3 clusters
  Score: Raw -484227.253248 + Penalty 2694.100333 = -481533.152915
  nChanged 78
		SP:Iteration 8Q (75168.930000 sec): 3 clusters
  Score: Raw -484258.428121 + Penalty 2694.100333 = -481564.327788
  nChanged 78
		SP:Iteration 9Q (75169.000000 sec): 3 clusters
  Score: Raw -484290.099758 + Penalty 2694.100333 = -481595.999426
  nChanged 72
		SP:Iteration 10Q (75169.080000 sec): 3 clusters
  Score: Raw -484323.927550 + Penalty 2694.100333 = -481629.827218
  nChanged 72
		SP:Iteration 11Q (75169.160000 sec): 3 clusters
  Score: Raw -484353.622037 + Penalty 2694.100333 = -481659.521704
  nChanged 64
		SP:Iteration 12Q (75169.240000 sec): 3 clusters
  Score: Raw -484379.090896 + Penalty 2694.100333 = -481684.990564
  nChanged 56
		SP:Iteration 13Q (75169.310000 sec): 3 clusters
  Score: Raw -484399.670930 + Penalty 2694.100333 = -481705.570598
  nChanged 56
		SP:Iteration 14Q (75169.390000 sec): 3 clusters
  Score: Raw -484418.150945 + Penalty 2694.100333 = -481724.050613
  nChanged 58
		SP:Iteration 15Q (75169.470000 sec): 3 clusters
  Score: Raw -484442.039165 + Penalty 2694.100333 = -481747.938833
  nChanged 74
		SP:Iteration 16Q (75169.550000 sec): 3 clusters
  Score: Raw -484479.716232 + Penalty 2694.100333 = -481785.615900
  nChanged 76
		SP:Iteration 17Q (75169.620000 sec): 3 clusters
  Score: Raw -484514.561684 + Penalty 2694.100333 = -481820.461351
  nChanged 62
		SP:Iteration 18Q (75169.700000 sec): 3 clusters
  Score: Raw -484541.759955 + Penalty 2694.100333 = -481847.659622
  nChanged 59
		SP:Iteration 19Q (75169.780000 sec): 3 clusters
  Score: Raw -484572.175681 + Penalty 2694.100333 = -481878.075348
  nChanged 70
		SP:Iteration 20F (75169.860000 sec): 3 clusters
  Score: Raw -484610.782644 + Penalty 2694.100333 = -481916.682311
  nChanged 68
		SP:Iteration 21Q (75169.930000 sec): 3 clusters
  Score: Raw -484648.097007 + Penalty 2694.100333 = -481953.996674
  nChanged 50
		SP:Iteration 22Q (75170.010000 sec): 3 clusters
  Score: Raw -484675.584273 + Penalty 2694.100333 = -481981.483941
  nChanged 46
		SP:Iteration 23Q (75170.090000 sec): 3 clusters
  Score: Raw -484698.857610 + Penalty 2694.100333 = -482004.757278
  nChanged 49
		SP:Iteration 24Q (75170.160000 sec): 3 clusters
  Score: Raw -484725.009813 + Penalty 2694.100333 = -482030.909480
  nChanged 42
		SP:Iteration 25Q (75170.310000 sec): 3 clusters
  Score: Raw -484747.252730 + Penalty 2694.100333 = -482053.152398
  nChanged 30
		SP:Iteration 26Q (75170.390000 sec): 3 clusters
  Score: Raw -484764.453840 + Penalty 2694.100333 = -482070.353508
  nChanged 33
		SP:Iteration 27Q (75170.470000 sec): 3 clusters
  Score: Raw -484782.073435 + Penalty 2694.100333 = -482087.973102
  nChanged 40
		SP:Iteration 28Q (75170.550000 sec): 3 clusters
  Score: Raw -484806.438502 + Penalty 2694.100333 = -482112.338170
  nChanged 33
		SP:Iteration 29Q (75170.630000 sec): 3 clusters
  Score: Raw -484827.166899 + Penalty 2694.100333 = -482133.066566
  nChanged 31
		SP:Iteration 30Q (75170.700000 sec): 3 clusters
  Score: Raw -484845.540464 + Penalty 2694.100333 = -482151.440131
  nChanged 19
		SP:Iteration 31Q (75170.780000 sec): 3 clusters
  Score: Raw -484857.593851 + Penalty 2694.100333 = -482163.493519
  nChanged 21
		SP:Iteration 32Q (75170.860000 sec): 3 clusters
  Score: Raw -484871.361938 + Penalty 2694.100333 = -482177.261606
  nChanged 24
		SP:Iteration 33Q (75170.930000 sec): 3 clusters
  Score: Raw -484889.373171 + Penalty 2694.100333 = -482195.272838
  nChanged 16
		SP:Iteration 34Q (75171.010000 sec): 3 clusters
  Score: Raw -484899.308428 + Penalty 2694.100333 = -482205.208096
  nChanged 11
		SP:Iteration 35Q (75171.090000 sec): 3 clusters
  Score: Raw -484906.813835 + Penalty 2694.100333 = -482212.713503
  nChanged 11
		SP:Iteration 36Q (75171.170000 sec): 3 clusters
  Score: Raw -484912.149486 + Penalty 2694.100333 = -482218.049154
  nChanged 12
		SP:Iteration 37Q (75171.240000 sec): 3 clusters
  Score: Raw -484918.688394 + Penalty 2694.100333 = -482224.588062
  nChanged 8
		SP:Iteration 38Q (75171.320000 sec): 3 clusters
  Score: Raw -484922.607387 + Penalty 2694.100333 = -482228.507055
  nChanged 10
		SP:Iteration 39Q (75171.390000 sec): 3 clusters
  Score: Raw -484928.762283 + Penalty 2694.100333 = -482234.661950
  nChanged 13
		SP:Iteration 40F (75171.470000 sec): 3 clusters
  Score: Raw -484938.348563 + Penalty 2694.100333 = -482244.248231
  nChanged 14
		SP:Iteration 41Q (75171.550000 sec): 3 clusters
  Score: Raw -484945.530955 + Penalty 2694.100333 = -482251.430623
  nChanged 7
		SP:Iteration 42Q (75171.630000 sec): 3 clusters
  Score: Raw -484949.586705 + Penalty 2694.100333 = -482255.486373
  nChanged 6
		SP:Iteration 43Q (75171.870000 sec): 3 clusters
  Score: Raw -484954.149759 + Penalty 2694.100333 = -482260.049427
  nChanged 4
		SP:Iteration 44Q (75172.020000 sec): 3 clusters
  Score: Raw -484956.312188 + Penalty 2694.100333 = -482262.211855
  nChanged 2
		SP:Iteration 45Q (75172.190000 sec): 3 clusters
  Score: Raw -484956.736541 + Penalty 2694.100333 = -482262.636208
  nChanged 0
		SP:Iteration 46F (75172.370000 sec): 3 clusters
  Score: Raw -484956.736541 + Penalty 2694.100333 = -482262.636208
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 58 (255 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (75172.420000 sec): 2 clusters
  Score: Raw -22343.894933 + Penalty 900.455326 = -21443.439607
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (75172.430000 sec): 3 clusters
  Score: Raw -22473.994252 + Penalty 1800.910652 = -20673.083599
  nChanged 41
		SP:Iteration 1F (75172.430000 sec): 3 clusters
  Score: Raw -22589.226415 + Penalty 1800.910652 = -20788.315763
  nChanged 15
		SP:Iteration 2F (75172.440000 sec): 3 clusters
  Score: Raw -22616.538367 + Penalty 1800.910652 = -20815.627715
  nChanged 6
		SP:Iteration 3Q (75172.450000 sec): 3 clusters
  Score: Raw -22634.156932 + Penalty 1800.910652 = -20833.246280
  nChanged 5
		SP:Iteration 4Q (75172.450000 sec): 3 clusters
  Score: Raw -22648.689512 + Penalty 1800.910652 = -20847.778860
  nChanged 2
		SP:Iteration 5Q (75172.460000 sec): 3 clusters
  Score: Raw -22654.519328 + Penalty 1800.910652 = -20853.608676
  nChanged 0
		SP:Iteration 6F (75172.470000 sec): 3 clusters
  Score: Raw -22654.519328 + Penalty 1800.910652 = -20853.608676
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 59 (264 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (75172.510000 sec): 2 clusters
  Score: Raw -13260.876950 + Penalty 906.091729 = -12354.785221
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (75172.510000 sec): 3 clusters
  Score: Raw -13456.863760 + Penalty 1812.183459 = -11644.680301
  nChanged 53
		SP:Iteration 1F (75172.520000 sec): 3 clusters
  Score: Raw -13579.483948 + Penalty 1812.183459 = -11767.300489
  nChanged 21
		SP:Iteration 2F (75172.530000 sec): 3 clusters
  Score: Raw -13702.664979 + Penalty 1812.183459 = -11890.481521
  nChanged 13
		SP:Iteration 3Q (75172.540000 sec): 3 clusters
  Score: Raw -13764.238202 + Penalty 1812.183459 = -11952.054743
  nChanged 10
		SP:Iteration 4Q (75172.550000 sec): 3 clusters
  Score: Raw -13791.769826 + Penalty 1812.183459 = -11979.586368
  nChanged 3
		SP:Iteration 5Q (75172.550000 sec): 3 clusters
  Score: Raw -13802.788120 + Penalty 1812.183459 = -11990.604662
  nChanged 4
		SP:Iteration 6Q (75172.560000 sec): 3 clusters
  Score: Raw -13829.106455 + Penalty 1812.183459 = -12016.922996
  nChanged 1
		SP:Iteration 7Q (75172.570000 sec): 3 clusters
  Score: Raw -13831.295859 + Penalty 1812.183459 = -12019.112401
  nChanged 1
		SP:Iteration 8Q (75172.580000 sec): 3 clusters
  Score: Raw -13832.920378 + Penalty 1812.183459 = -12020.736919
  nChanged 2
		SP:Iteration 9Q (75172.590000 sec): 3 clusters
  Score: Raw -13856.339767 + Penalty 1812.183459 = -12044.156308
  nChanged 2
		SP:Iteration 10Q (75172.590000 sec): 3 clusters
  Score: Raw -13873.029645 + Penalty 1812.183459 = -12060.846187
  nChanged 1
		SP:Iteration 11Q (75172.600000 sec): 3 clusters
  Score: Raw -13874.452415 + Penalty 1812.183459 = -12062.268957
  nChanged 0
		SP:Iteration 12F (75172.610000 sec): 3 clusters
  Score: Raw -13875.857757 + Penalty 1812.183459 = -12063.674298
  nChanged 1
		SP:Iteration 13Q (75172.610000 sec): 3 clusters
  Score: Raw -13879.539567 + Penalty 1812.183459 = -12067.356109
  nChanged 0
		SP:Iteration 14F (75172.620000 sec): 3 clusters
  Score: Raw -13879.539567 + Penalty 1812.183459 = -12067.356109
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 60 (195 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (75172.660000 sec): 2 clusters
  Score: Raw -22511.392360 + Penalty 856.862428 = -21654.529932
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (75172.670000 sec): 3 clusters
  Score: Raw -22693.413154 + Penalty 1713.724857 = -20979.688297
  nChanged 33
		SP:Iteration 1F (75172.670000 sec): 3 clusters
  Score: Raw -22872.333939 + Penalty 1713.724857 = -21158.609082
  nChanged 13
		SP:Iteration 2F (75172.680000 sec): 3 clusters
  Score: Raw -22959.317779 + Penalty 1713.724857 = -21245.592922
  nChanged 8
		SP:Iteration 3Q (75172.690000 sec): 3 clusters
  Score: Raw -23041.486403 + Penalty 1713.724857 = -21327.761546
  nChanged 10
		SP:Iteration 4F (75172.700000 sec): 3 clusters
  Score: Raw -23173.512175 + Penalty 1713.724857 = -21459.787318
  nChanged 6
		SP:Iteration 5Q (75172.710000 sec): 3 clusters
  Score: Raw -23304.882893 + Penalty 1713.724857 = -21591.158036
  nChanged 6
		SP:Iteration 6Q (75172.710000 sec): 3 clusters
  Score: Raw -23345.523496 + Penalty 1713.724857 = -21631.798639
  nChanged 6
		SP:Iteration 7Q (75172.720000 sec): 3 clusters
  Score: Raw -23396.381321 + Penalty 1713.724857 = -21682.656465
  nChanged 0
		SP:Iteration 8F (75172.730000 sec): 3 clusters
  Score: Raw -23396.381321 + Penalty 1713.724857 = -21682.656465
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 77.
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 61 (3853 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (75172.830000 sec): 2 clusters
  Score: Raw -430664.773246 + Penalty 1341.698694 = -429323.074552
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (75173.010000 sec): 3 clusters
  Score: Raw -428747.316779 + Penalty 2683.397387 = -426063.919392
  nChanged 1548
		SP:Iteration 1F (75173.180000 sec): 3 clusters
  Score: Raw -429640.452310 + Penalty 2683.397387 = -426957.054923
  nChanged 328
		SP:Iteration 2F (75173.360000 sec): 3 clusters
  Score: Raw -429888.482704 + Penalty 2683.397387 = -427205.085317
  nChanged 260
		SP:Iteration 3F (75173.530000 sec): 3 clusters
  Score: Raw -430084.551365 + Penalty 2683.397387 = -427401.153978
  nChanged 189
		SP:Iteration 4Q (75173.640000 sec): 3 clusters
  Score: Raw -430223.160475 + Penalty 2683.397387 = -427539.763088
  nChanged 173
		SP:Iteration 5Q (75173.710000 sec): 3 clusters
  Score: Raw -430331.018474 + Penalty 2683.397387 = -427647.621087
  nChanged 135
		SP:Iteration 6Q (75173.790000 sec): 3 clusters
  Score: Raw -430408.834580 + Penalty 2683.397387 = -427725.437193
  nChanged 113
		SP:Iteration 7Q (75173.860000 sec): 3 clusters
  Score: Raw -430470.568200 + Penalty 2683.397387 = -427787.170813
  nChanged 92
		SP:Iteration 8Q (75173.930000 sec): 3 clusters
  Score: Raw -430510.628326 + Penalty 2683.397387 = -427827.230939
  nChanged 68
		SP:Iteration 9Q (75174.010000 sec): 3 clusters
  Score: Raw -430543.540845 + Penalty 2683.397387 = -427860.143458
  nChanged 71
		SP:Iteration 10Q (75174.080000 sec): 3 clusters
  Score: Raw -430585.504796 + Penalty 2683.397387 = -427902.107409
  nChanged 90
		SP:Iteration 11Q (75174.150000 sec): 3 clusters
  Score: Raw -430631.741246 + Penalty 2683.397387 = -427948.343859
  nChanged 79
		SP:Iteration 12Q (75174.220000 sec): 3 clusters
  Score: Raw -430672.821851 + Penalty 2683.397387 = -427989.424463
  nChanged 78
		SP:Iteration 13Q (75174.290000 sec): 3 clusters
  Score: Raw -430709.959845 + Penalty 2683.397387 = -428026.562458
  nChanged 61
		SP:Iteration 14Q (75174.370000 sec): 3 clusters
  Score: Raw -430735.163780 + Penalty 2683.397387 = -428051.766393
  nChanged 44
		SP:Iteration 15Q (75174.440000 sec): 3 clusters
  Score: Raw -430754.499826 + Penalty 2683.397387 = -428071.102439
  nChanged 45
		SP:Iteration 16Q (75174.520000 sec): 3 clusters
  Score: Raw -430767.406551 + Penalty 2683.397387 = -428084.009164
  nChanged 26
		SP:Iteration 17Q (75174.590000 sec): 3 clusters
  Score: Raw -430778.316708 + Penalty 2683.397387 = -428094.919321
  nChanged 36
		SP:Iteration 18Q (75174.710000 sec): 3 clusters
  Score: Raw -430789.791618 + Penalty 2683.397387 = -428106.394231
  nChanged 32
		SP:Iteration 19Q (75174.880000 sec): 3 clusters
  Score: Raw -430802.914542 + Penalty 2683.397387 = -428119.517155
  nChanged 40
		SP:Iteration 20F (75175.060000 sec): 3 clusters
  Score: Raw -430820.201359 + Penalty 2683.397387 = -428136.803972
  nChanged 46
		SP:Iteration 21Q (75175.240000 sec): 3 clusters
  Score: Raw -430844.384580 + Penalty 2683.397387 = -428160.987193
  nChanged 56
		SP:Iteration 22Q (75175.410000 sec): 3 clusters
  Score: Raw -430864.530070 + Penalty 2683.397387 = -428181.132683
  nChanged 38
		SP:Iteration 23Q (75175.480000 sec): 3 clusters
  Score: Raw -430876.289340 + Penalty 2683.397387 = -428192.891953
  nChanged 23
		SP:Iteration 24Q (75175.560000 sec): 3 clusters
  Score: Raw -430883.459896 + Penalty 2683.397387 = -428200.062509
  nChanged 20
		SP:Iteration 25Q (75175.630000 sec): 3 clusters
  Score: Raw -430889.654733 + Penalty 2683.397387 = -428206.257346
  nChanged 19
		SP:Iteration 26Q (75175.700000 sec): 3 clusters
  Score: Raw -430896.323247 + Penalty 2683.397387 = -428212.925860
  nChanged 21
		SP:Iteration 27Q (75175.780000 sec): 3 clusters
  Score: Raw -430902.151408 + Penalty 2683.397387 = -428218.754021
  nChanged 18
		SP:Iteration 28Q (75175.850000 sec): 3 clusters
  Score: Raw -430908.378685 + Penalty 2683.397387 = -428224.981298
  nChanged 17
		SP:Iteration 29Q (75175.920000 sec): 3 clusters
  Score: Raw -430914.594981 + Penalty 2683.397387 = -428231.197594
  nChanged 20
		SP:Iteration 30Q (75176.000000 sec): 3 clusters
  Score: Raw -430921.870644 + Penalty 2683.397387 = -428238.473257
  nChanged 18
		SP:Iteration 31Q (75176.070000 sec): 3 clusters
  Score: Raw -430925.970432 + Penalty 2683.397387 = -428242.573045
  nChanged 17
		SP:Iteration 32Q (75176.140000 sec): 3 clusters
  Score: Raw -430930.551911 + Penalty 2683.397387 = -428247.154524
  nChanged 10
		SP:Iteration 33Q (75176.210000 sec): 3 clusters
  Score: Raw -430932.826031 + Penalty 2683.397387 = -428249.428644
  nChanged 10
		SP:Iteration 34Q (75176.280000 sec): 3 clusters
  Score: Raw -430934.881665 + Penalty 2683.397387 = -428251.484278
  nChanged 6
		SP:Iteration 35Q (75176.360000 sec): 3 clusters
  Score: Raw -430935.682566 + Penalty 2683.397387 = -428252.285179
  nChanged 4
		SP:Iteration 36Q (75176.430000 sec): 3 clusters
  Score: Raw -430936.988075 + Penalty 2683.397387 = -428253.590688
  nChanged 4
		SP:Iteration 37Q (75176.500000 sec): 3 clusters
  Score: Raw -430937.941936 + Penalty 2683.397387 = -428254.544549
  nChanged 5
		SP:Iteration 38Q (75176.580000 sec): 3 clusters
  Score: Raw -430938.709112 + Penalty 2683.397387 = -428255.311725
  nChanged 3
		SP:Iteration 39Q (75176.650000 sec): 3 clusters
  Score: Raw -430939.320571 + Penalty 2683.397387 = -428255.923184
  nChanged 2
		SP:Iteration 40F (75176.720000 sec): 3 clusters
  Score: Raw -430939.844991 + Penalty 2683.397387 = -428256.447604
  nChanged 2
		SP:Iteration 41Q (75176.790000 sec): 3 clusters
  Score: Raw -430940.249662 + Penalty 2683.397387 = -428256.852275
  nChanged 2
		SP:Iteration 42Q (75176.860000 sec): 3 clusters
  Score: Raw -430940.704935 + Penalty 2683.397387 = -428257.307548
  nChanged 1
		SP:Iteration 43Q (75176.940000 sec): 3 clusters
  Score: Raw -430940.978965 + Penalty 2683.397387 = -428257.581578
  nChanged 1
		SP:Iteration 44Q (75177.010000 sec): 3 clusters
  Score: Raw -430941.280835 + Penalty 2683.397387 = -428257.883448
  nChanged 0
		SP:Iteration 45F (75177.080000 sec): 3 clusters
  Score: Raw -430941.280835 + Penalty 2683.397387 = -428257.883448
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 62 (915 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (75177.180000 sec): 2 clusters
  Score: Raw -106183.647596 + Penalty 1108.075161 = -105075.572436
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (75177.210000 sec): 3 clusters
  Score: Raw -105904.893707 + Penalty 2216.150321 = -103688.743386
  nChanged 253
		SP:Iteration 1F (75177.230000 sec): 3 clusters
  Score: Raw -106142.989609 + Penalty 2216.150321 = -103926.839288
  nChanged 62
		SP:Iteration 2F (75177.250000 sec): 3 clusters
  Score: Raw -106236.800389 + Penalty 2216.150321 = -104020.650068
  nChanged 49
		SP:Iteration 3F (75177.280000 sec): 3 clusters
  Score: Raw -106305.001479 + Penalty 2216.150321 = -104088.851158
  nChanged 38
		SP:Iteration 4Q (75177.300000 sec): 3 clusters
  Score: Raw -106343.483974 + Penalty 2216.150321 = -104127.333653
  nChanged 31
		SP:Iteration 5Q (75177.320000 sec): 3 clusters
  Score: Raw -106383.774725 + Penalty 2216.150321 = -104167.624403
  nChanged 22
		SP:Iteration 6Q (75177.340000 sec): 3 clusters
  Score: Raw -106408.869951 + Penalty 2216.150321 = -104192.719630
  nChanged 18
		SP:Iteration 7Q (75177.370000 sec): 3 clusters
  Score: Raw -106430.629096 + Penalty 2216.150321 = -104214.478774
  nChanged 15
		SP:Iteration 8Q (75177.390000 sec): 3 clusters
  Score: Raw -106444.820376 + Penalty 2216.150321 = -104228.670055
  nChanged 7
		SP:Iteration 9Q (75177.420000 sec): 3 clusters
  Score: Raw -106449.642624 + Penalty 2216.150321 = -104233.492303
  nChanged 6
		SP:Iteration 10Q (75177.440000 sec): 3 clusters
  Score: Raw -106454.679870 + Penalty 2216.150321 = -104238.529549
  nChanged 8
		SP:Iteration 11Q (75177.460000 sec): 3 clusters
  Score: Raw -106461.691774 + Penalty 2216.150321 = -104245.541452
  nChanged 10
		SP:Iteration 12Q (75177.480000 sec): 3 clusters
  Score: Raw -106471.730198 + Penalty 2216.150321 = -104255.579877
  nChanged 4
		SP:Iteration 13Q (75177.510000 sec): 3 clusters
  Score: Raw -106474.777935 + Penalty 2216.150321 = -104258.627614
  nChanged 4
		SP:Iteration 14Q (75177.530000 sec): 3 clusters
  Score: Raw -106479.700211 + Penalty 2216.150321 = -104263.549889
  nChanged 4
		SP:Iteration 15Q (75177.560000 sec): 3 clusters
  Score: Raw -106484.134903 + Penalty 2216.150321 = -104267.984582
  nChanged 6
		SP:Iteration 16Q (75177.580000 sec): 3 clusters
  Score: Raw -106493.833545 + Penalty 2216.150321 = -104277.683224
  nChanged 7
		SP:Iteration 17Q (75177.600000 sec): 3 clusters
  Score: Raw -106507.184792 + Penalty 2216.150321 = -104291.034471
  nChanged 9
		SP:Iteration 18Q (75177.620000 sec): 3 clusters
  Score: Raw -106516.859568 + Penalty 2216.150321 = -104300.709246
  nChanged 7
		SP:Iteration 19Q (75177.650000 sec): 3 clusters
  Score: Raw -106523.476470 + Penalty 2216.150321 = -104307.326149
  nChanged 5
		SP:Iteration 20F (75177.670000 sec): 3 clusters
  Score: Raw -106530.502699 + Penalty 2216.150321 = -104314.352377
  nChanged 7
		SP:Iteration 21Q (75177.700000 sec): 3 clusters
  Score: Raw -106548.474414 + Penalty 2216.150321 = -104332.324093
  nChanged 9
		SP:Iteration 22Q (75177.720000 sec): 3 clusters
  Score: Raw -106561.024659 + Penalty 2216.150321 = -104344.874338
  nChanged 8
		SP:Iteration 23Q (75177.740000 sec): 3 clusters
  Score: Raw -106575.568860 + Penalty 2216.150321 = -104359.418539
  nChanged 7
		SP:Iteration 24Q (75177.760000 sec): 3 clusters
  Score: Raw -106582.991566 + Penalty 2216.150321 = -104366.841245
  nChanged 3
		SP:Iteration 25Q (75177.790000 sec): 3 clusters
  Score: Raw -106586.078164 + Penalty 2216.150321 = -104369.927843
  nChanged 3
		SP:Iteration 26Q (75177.810000 sec): 3 clusters
  Score: Raw -106589.858460 + Penalty 2216.150321 = -104373.708139
  nChanged 4
		SP:Iteration 27Q (75177.840000 sec): 3 clusters
  Score: Raw -106594.655460 + Penalty 2216.150321 = -104378.505139
  nChanged 2
		SP:Iteration 28Q (75177.860000 sec): 3 clusters
  Score: Raw -106596.932324 + Penalty 2216.150321 = -104380.782002
  nChanged 3
		SP:Iteration 29Q (75177.880000 sec): 3 clusters
  Score: Raw -106599.388701 + Penalty 2216.150321 = -104383.238380
  nChanged 0
		SP:Iteration 30F (75177.900000 sec): 3 clusters
  Score: Raw -106599.388701 + Penalty 2216.150321 = -104383.238380
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 63 (10075 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (75178.010000 sec): 2 clusters
  Score: Raw -1215347.132336 + Penalty 1497.894513 = -1213849.237823
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (75178.270000 sec): 3 clusters
  Score: Raw -1209667.345129 + Penalty 2995.789026 = -1206671.556103
  nChanged 4306
		SP:Iteration 1F (75178.540000 sec): 3 clusters
  Score: Raw -1211971.889096 + Penalty 2995.789026 = -1208976.100070
  nChanged 635
		SP:Iteration 2F (75178.760000 sec): 3 clusters
  Score: Raw -1212287.344347 + Penalty 2995.789026 = -1209291.555321
  nChanged 588
		SP:Iteration 3F (75178.980000 sec): 3 clusters
  Score: Raw -1212644.429477 + Penalty 2995.789026 = -1209648.640451
  nChanged 558
		SP:Iteration 4F (75179.200000 sec): 3 clusters
  Score: Raw -1213096.696836 + Penalty 2995.789026 = -1210100.907810
  nChanged 605
		SP:Iteration 5F (75179.430000 sec): 3 clusters
  Score: Raw -1213551.786734 + Penalty 2995.789026 = -1210555.997709
  nChanged 602
		SP:Iteration 6F (75179.650000 sec): 3 clusters
  Score: Raw -1213969.559928 + Penalty 2995.789026 = -1210973.770903
  nChanged 561
		SP:Iteration 7F (75179.870000 sec): 3 clusters
  Score: Raw -1214344.810025 + Penalty 2995.789026 = -1211349.020999
  nChanged 482
		SP:Iteration 8Q (75180.100000 sec): 3 clusters
  Score: Raw -1214680.032210 + Penalty 2995.789026 = -1211684.243185
  nChanged 457
		SP:Iteration 9Q (75180.320000 sec): 3 clusters
  Score: Raw -1215050.263737 + Penalty 2995.789026 = -1212054.474711
  nChanged 413
		SP:Iteration 10Q (75180.540000 sec): 3 clusters
  Score: Raw -1215339.594538 + Penalty 2995.789026 = -1212343.805513
  nChanged 312
		SP:Iteration 11Q (75180.770000 sec): 3 clusters
  Score: Raw -1215557.567158 + Penalty 2995.789026 = -1212561.778132
  nChanged 259
		SP:Iteration 12Q (75180.990000 sec): 3 clusters
  Score: Raw -1215701.832257 + Penalty 2995.789026 = -1212706.043232
  nChanged 209
		SP:Iteration 13Q (75181.220000 sec): 3 clusters
  Score: Raw -1215807.882108 + Penalty 2995.789026 = -1212812.093082
  nChanged 187
		SP:Iteration 14Q (75181.440000 sec): 3 clusters
  Score: Raw -1215898.278578 + Penalty 2995.789026 = -1212902.489552
  nChanged 157
		SP:Iteration 15Q (75181.660000 sec): 3 clusters
  Score: Raw -1215968.615827 + Penalty 2995.789026 = -1212972.826802
  nChanged 128
		SP:Iteration 16Q (75181.890000 sec): 3 clusters
  Score: Raw -1216023.842381 + Penalty 2995.789026 = -1213028.053355
  nChanged 113
		SP:Iteration 17Q (75182.110000 sec): 3 clusters
  Score: Raw -1216069.243669 + Penalty 2995.789026 = -1213073.454644
  nChanged 108
		SP:Iteration 18Q (75182.340000 sec): 3 clusters
  Score: Raw -1216116.262250 + Penalty 2995.789026 = -1213120.473224
  nChanged 98
		SP:Iteration 19Q (75182.560000 sec): 3 clusters
  Score: Raw -1216159.816312 + Penalty 2995.789026 = -1213164.027287
  nChanged 87
		SP:Iteration 20F (75182.790000 sec): 3 clusters
  Score: Raw -1216192.785484 + Penalty 2995.789026 = -1213196.996459
  nChanged 93
		SP:Iteration 21Q (75182.940000 sec): 3 clusters
  Score: Raw -1216233.568105 + Penalty 2995.789026 = -1213237.779079
  nChanged 79
		SP:Iteration 22Q (75183.160000 sec): 3 clusters
  Score: Raw -1216269.633096 + Penalty 2995.789026 = -1213273.844071
  nChanged 75
		SP:Iteration 23Q (75183.380000 sec): 3 clusters
  Score: Raw -1216297.697654 + Penalty 2995.789026 = -1213301.908629
  nChanged 66
		SP:Iteration 24Q (75183.600000 sec): 3 clusters
  Score: Raw -1216328.531945 + Penalty 2995.789026 = -1213332.742920
  nChanged 71
		SP:Iteration 25Q (75183.820000 sec): 3 clusters
  Score: Raw -1216366.773201 + Penalty 2995.789026 = -1213370.984175
  nChanged 76
		SP:Iteration 26Q (75184.050000 sec): 3 clusters
  Score: Raw -1216421.101737 + Penalty 2995.789026 = -1213425.312711
  nChanged 83
		SP:Iteration 27Q (75184.270000 sec): 3 clusters
  Score: Raw -1216511.947872 + Penalty 2995.789026 = -1213516.158847
  nChanged 88
		SP:Iteration 28Q (75184.500000 sec): 3 clusters
  Score: Raw -1216640.024326 + Penalty 2995.789026 = -1213644.235301
  nChanged 74
		SP:Iteration 29Q (75184.720000 sec): 3 clusters
  Score: Raw -1216765.857995 + Penalty 2995.789026 = -1213770.068969
  nChanged 57
		SP:Iteration 30Q (75184.940000 sec): 3 clusters
  Score: Raw -1216831.990257 + Penalty 2995.789026 = -1213836.201231
  nChanged 31
		SP:Iteration 31Q (75185.160000 sec): 3 clusters
  Score: Raw -1216850.390124 + Penalty 2995.789026 = -1213854.601098
  nChanged 14
		SP:Iteration 32Q (75185.380000 sec): 3 clusters
  Score: Raw -1216856.133845 + Penalty 2995.789026 = -1213860.344819
  nChanged 5
		SP:Iteration 33Q (75185.600000 sec): 3 clusters
  Score: Raw -1216857.628097 + Penalty 2995.789026 = -1213861.839071
  nChanged 2
		SP:Iteration 34Q (75185.820000 sec): 3 clusters
  Score: Raw -1216858.359488 + Penalty 2995.789026 = -1213862.570462
  nChanged 2
		SP:Iteration 35Q (75186.050000 sec): 3 clusters
  Score: Raw -1216859.246733 + Penalty 2995.789026 = -1213863.457707
  nChanged 1
		SP:Iteration 36Q (75186.270000 sec): 3 clusters
  Score: Raw -1216859.505169 + Penalty 2995.789026 = -1213863.716143
  nChanged 1
		SP:Iteration 37Q (75186.500000 sec): 3 clusters
  Score: Raw -1216859.848074 + Penalty 2995.789026 = -1213864.059048
  nChanged 0
		SP:Iteration 38F (75186.720000 sec): 3 clusters
  Score: Raw -1216859.848074 + Penalty 2995.789026 = -1213864.059048
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 78.
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 64 (172 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (75186.800000 sec): 2 clusters
  Score: Raw -17296.216756 + Penalty 836.467852 = -16459.748904
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (75186.970000 sec): 3 clusters
  Score: Raw -17471.637502 + Penalty 1672.935705 = -15798.701797
  nChanged 28
		SP:Iteration 1F (75187.140000 sec): 3 clusters
  Score: Raw -17578.233294 + Penalty 1672.935705 = -15905.297589
  nChanged 7
		SP:Iteration 2Q (75187.280000 sec): 3 clusters
  Score: Raw -17615.602039 + Penalty 1672.935705 = -15942.666334
  nChanged 2
		SP:Iteration 3Q (75187.280000 sec): 3 clusters
  Score: Raw -17622.137493 + Penalty 1672.935705 = -15949.201788
  nChanged 0
		SP:Iteration 4F (75187.280000 sec): 3 clusters
  Score: Raw -17622.137493 + Penalty 1672.935705 = -15949.201788
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 65 (174 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (75187.320000 sec): 2 clusters
  Score: Raw -11361.077348 + Penalty 838.346486 = -10522.730861
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (75187.330000 sec): 3 clusters
  Score: Raw -11492.689395 + Penalty 1676.692972 = -9815.996423
  nChanged 26
		SP:Iteration 1F (75187.340000 sec): 3 clusters
  Score: Raw -11621.148958 + Penalty 1676.692972 = -9944.455986
  nChanged 8
		SP:Iteration 2Q (75187.340000 sec): 3 clusters
  Score: Raw -11661.974739 + Penalty 1676.692972 = -9985.281767
  nChanged 5
		SP:Iteration 3Q (75187.350000 sec): 3 clusters
  Score: Raw -11685.703787 + Penalty 1676.692972 = -10009.010815
  nChanged 4
		SP:Iteration 4Q (75187.360000 sec): 3 clusters
  Score: Raw -11712.315844 + Penalty 1676.692972 = -10035.622871
  nChanged 3
		SP:Iteration 5Q (75187.370000 sec): 3 clusters
  Score: Raw -11736.058523 + Penalty 1676.692972 = -10059.365551
  nChanged 2
		SP:Iteration 6Q (75187.380000 sec): 3 clusters
  Score: Raw -11758.250670 + Penalty 1676.692972 = -10081.557697
  nChanged 1
		SP:Iteration 7Q (75187.380000 sec): 3 clusters
  Score: Raw -11767.577944 + Penalty 1676.692972 = -10090.884972
  nChanged 1
		SP:Iteration 8Q (75187.390000 sec): 3 clusters
  Score: Raw -11802.818658 + Penalty 1676.692972 = -10126.125686
  nChanged 1
		SP:Iteration 9Q (75187.400000 sec): 3 clusters
  Score: Raw -11816.088485 + Penalty 1676.692972 = -10139.395513
  nChanged 0
		SP:Iteration 10F (75187.410000 sec): 3 clusters
  Score: Raw -11816.088485 + Penalty 1676.692972 = -10139.395513
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 66 (1440 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (75187.500000 sec): 2 clusters
  Score: Raw -172813.915079 + Penalty 1181.764739 = -171632.150340
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (75187.680000 sec): 3 clusters
  Score: Raw -172296.043060 + Penalty 2363.529478 = -169932.513583
  nChanged 462
		SP:Iteration 1F (75187.850000 sec): 3 clusters
  Score: Raw -172630.080660 + Penalty 2363.529478 = -170266.551182
  nChanged 109
		SP:Iteration 2F (75187.990000 sec): 3 clusters
  Score: Raw -172716.678337 + Penalty 2363.529478 = -170353.148859
  nChanged 48
		SP:Iteration 3Q (75188.020000 sec): 3 clusters
  Score: Raw -172754.062187 + Penalty 2363.529478 = -170390.532709
  nChanged 39
		SP:Iteration 4Q (75188.050000 sec): 3 clusters
  Score: Raw -172783.944940 + Penalty 2363.529478 = -170420.415463
  nChanged 28
		SP:Iteration 5Q (75188.080000 sec): 3 clusters
  Score: Raw -172806.424566 + Penalty 2363.529478 = -170442.895089
  nChanged 29
		SP:Iteration 6Q (75188.110000 sec): 3 clusters
  Score: Raw -172824.280255 + Penalty 2363.529478 = -170460.750777
  nChanged 20
		SP:Iteration 7Q (75188.140000 sec): 3 clusters
  Score: Raw -172835.386329 + Penalty 2363.529478 = -170471.856851
  nChanged 10
		SP:Iteration 8Q (75188.180000 sec): 3 clusters
  Score: Raw -172841.804973 + Penalty 2363.529478 = -170478.275495
  nChanged 7
		SP:Iteration 9Q (75188.210000 sec): 3 clusters
  Score: Raw -172846.959082 + Penalty 2363.529478 = -170483.429605
  nChanged 8
		SP:Iteration 10Q (75188.240000 sec): 3 clusters
  Score: Raw -172854.773583 + Penalty 2363.529478 = -170491.244106
  nChanged 11
		SP:Iteration 11Q (75188.270000 sec): 3 clusters
  Score: Raw -172864.234103 + Penalty 2363.529478 = -170500.704626
  nChanged 8
		SP:Iteration 12Q (75188.300000 sec): 3 clusters
  Score: Raw -172873.164688 + Penalty 2363.529478 = -170509.635211
  nChanged 10
		SP:Iteration 13Q (75188.340000 sec): 3 clusters
  Score: Raw -172881.077306 + Penalty 2363.529478 = -170517.547828
  nChanged 7
		SP:Iteration 14Q (75188.370000 sec): 3 clusters
  Score: Raw -172886.367656 + Penalty 2363.529478 = -170522.838178
  nChanged 8
		SP:Iteration 15Q (75188.400000 sec): 3 clusters
  Score: Raw -172893.589569 + Penalty 2363.529478 = -170530.060091
  nChanged 6
		SP:Iteration 16Q (75188.430000 sec): 3 clusters
  Score: Raw -172897.427077 + Penalty 2363.529478 = -170533.897600
  nChanged 7
		SP:Iteration 17Q (75188.460000 sec): 3 clusters
  Score: Raw -172903.168378 + Penalty 2363.529478 = -170539.638900
  nChanged 5
		SP:Iteration 18Q (75188.490000 sec): 3 clusters
  Score: Raw -172907.120092 + Penalty 2363.529478 = -170543.590615
  nChanged 3
		SP:Iteration 19Q (75188.520000 sec): 3 clusters
  Score: Raw -172908.763221 + Penalty 2363.529478 = -170545.233743
  nChanged 5
		SP:Iteration 20F (75188.560000 sec): 3 clusters
  Score: Raw -172911.962894 + Penalty 2363.529478 = -170548.433416
  nChanged 5
		SP:Iteration 21Q (75188.590000 sec): 3 clusters
  Score: Raw -172916.072231 + Penalty 2363.529478 = -170552.542754
  nChanged 6
		SP:Iteration 22Q (75188.620000 sec): 3 clusters
  Score: Raw -172923.665626 + Penalty 2363.529478 = -170560.136149
  nChanged 4
		SP:Iteration 23Q (75188.650000 sec): 3 clusters
  Score: Raw -172926.940931 + Penalty 2363.529478 = -170563.411453
  nChanged 4
		SP:Iteration 24Q (75188.680000 sec): 3 clusters
  Score: Raw -172928.553926 + Penalty 2363.529478 = -170565.024448
  nChanged 3
		SP:Iteration 25Q (75188.720000 sec): 3 clusters
  Score: Raw -172930.678595 + Penalty 2363.529478 = -170567.149118
  nChanged 4
		SP:Iteration 26Q (75188.750000 sec): 3 clusters
  Score: Raw -172933.250004 + Penalty 2363.529478 = -170569.720526
  nChanged 3
		SP:Iteration 27Q (75188.780000 sec): 3 clusters
  Score: Raw -172934.445744 + Penalty 2363.529478 = -170570.916266
  nChanged 1
		SP:Iteration 28Q (75188.810000 sec): 3 clusters
  Score: Raw -172934.753827 + Penalty 2363.529478 = -170571.224350
  nChanged 0
		SP:Iteration 29F (75188.840000 sec): 3 clusters
  Score: Raw -172934.753827 + Penalty 2363.529478 = -170571.224350
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 67 (127 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (75188.880000 sec): 2 clusters
  Score: Raw -8944.653045 + Penalty 787.180402 = -8157.472643
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (75188.890000 sec): 3 clusters
  Score: Raw -9181.260374 + Penalty 1574.360803 = -7606.899571
  nChanged 15
		SP:Iteration 1F (75188.900000 sec): 3 clusters
  Score: Raw -9215.605311 + Penalty 1574.360803 = -7641.244508
  nChanged 3
		SP:Iteration 2Q (75188.910000 sec): 3 clusters
  Score: Raw -9228.208205 + Penalty 1574.360803 = -7653.847402
  nChanged 1
		SP:Iteration 3Q (75188.920000 sec): 3 clusters
  Score: Raw -9229.822604 + Penalty 1574.360803 = -7655.461801
  nChanged 0
		SP:Iteration 4F (75188.920000 sec): 3 clusters
  Score: Raw -9229.822604 + Penalty 1574.360803 = -7655.461801
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 68 (1228 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (75189.020000 sec): 2 clusters
  Score: Raw -143701.321855 + Penalty 1155.885593 = -142545.436262
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (75189.190000 sec): 3 clusters
  Score: Raw -143268.681365 + Penalty 2311.771185 = -140956.910180
  nChanged 388
		SP:Iteration 1F (75189.370000 sec): 3 clusters
  Score: Raw -143559.201369 + Penalty 2311.771185 = -141247.430184
  nChanged 92
		SP:Iteration 2F (75189.540000 sec): 3 clusters
  Score: Raw -143649.972726 + Penalty 2311.771185 = -141338.201541
  nChanged 59
		SP:Iteration 3Q (75189.720000 sec): 3 clusters
  Score: Raw -143708.036511 + Penalty 2311.771185 = -141396.265325
  nChanged 43
		SP:Iteration 4Q (75189.900000 sec): 3 clusters
  Score: Raw -143755.779822 + Penalty 2311.771185 = -141444.008637
  nChanged 33
		SP:Iteration 5Q (75190.070000 sec): 3 clusters
  Score: Raw -143787.201747 + Penalty 2311.771185 = -141475.430561
  nChanged 26
		SP:Iteration 6Q (75190.250000 sec): 3 clusters
  Score: Raw -143817.338983 + Penalty 2311.771185 = -141505.567798
  nChanged 27
		SP:Iteration 7Q (75190.380000 sec): 3 clusters
  Score: Raw -143844.218876 + Penalty 2311.771185 = -141532.447691
  nChanged 18
		SP:Iteration 8Q (75190.410000 sec): 3 clusters
  Score: Raw -143861.657800 + Penalty 2311.771185 = -141549.886615
  nChanged 12
		SP:Iteration 9Q (75190.440000 sec): 3 clusters
  Score: Raw -143872.849746 + Penalty 2311.771185 = -141561.078561
  nChanged 15
		SP:Iteration 10Q (75190.460000 sec): 3 clusters
  Score: Raw -143893.063232 + Penalty 2311.771185 = -141581.292046
  nChanged 22
		SP:Iteration 11Q (75190.490000 sec): 3 clusters
  Score: Raw -143925.352318 + Penalty 2311.771185 = -141613.581133
  nChanged 33
		SP:Iteration 12Q (75190.520000 sec): 3 clusters
  Score: Raw -143974.662439 + Penalty 2311.771185 = -141662.891253
  nChanged 31
		SP:Iteration 13Q (75190.540000 sec): 3 clusters
  Score: Raw -144021.696540 + Penalty 2311.771185 = -141709.925355
  nChanged 37
		SP:Iteration 14Q (75190.560000 sec): 3 clusters
  Score: Raw -144085.876120 + Penalty 2311.771185 = -141774.104935
  nChanged 34
		SP:Iteration 15Q (75190.590000 sec): 3 clusters
  Score: Raw -144155.888637 + Penalty 2311.771185 = -141844.117451
  nChanged 34
		SP:Iteration 16Q (75190.620000 sec): 3 clusters
  Score: Raw -144204.008940 + Penalty 2311.771185 = -141892.237755
  nChanged 30
		SP:Iteration 17Q (75190.640000 sec): 3 clusters
  Score: Raw -144241.528682 + Penalty 2311.771185 = -141929.757496
  nChanged 18
		SP:Iteration 18Q (75190.670000 sec): 3 clusters
  Score: Raw -144264.514674 + Penalty 2311.771185 = -141952.743489
  nChanged 16
		SP:Iteration 19Q (75190.690000 sec): 3 clusters
  Score: Raw -144285.197406 + Penalty 2311.771185 = -141973.426220
  nChanged 14
		SP:Iteration 20F (75190.720000 sec): 3 clusters
  Score: Raw -144301.335194 + Penalty 2311.771185 = -141989.564008
  nChanged 8
		SP:Iteration 21Q (75190.740000 sec): 3 clusters
  Score: Raw -144308.479387 + Penalty 2311.771185 = -141996.708202
  nChanged 6
		SP:Iteration 22Q (75190.770000 sec): 3 clusters
  Score: Raw -144312.778920 + Penalty 2311.771185 = -142001.007735
  nChanged 3
		SP:Iteration 23Q (75190.800000 sec): 3 clusters
  Score: Raw -144314.622363 + Penalty 2311.771185 = -142002.851178
  nChanged 0
		SP:Iteration 24F (75190.820000 sec): 3 clusters
  Score: Raw -144314.622363 + Penalty 2311.771185 = -142002.851178
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 69 (244 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (75190.860000 sec): 2 clusters
  Score: Raw -19937.638180 + Penalty 893.289837 = -19044.348344
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (75190.880000 sec): 3 clusters
  Score: Raw -20010.692700 + Penalty 1786.579673 = -18224.113027
  nChanged 49
		SP:Iteration 1F (75190.880000 sec): 3 clusters
  Score: Raw -20146.263489 + Penalty 1786.579673 = -18359.683816
  nChanged 18
		SP:Iteration 2F (75190.890000 sec): 3 clusters
  Score: Raw -20214.149439 + Penalty 1786.579673 = -18427.569766
  nChanged 6
		SP:Iteration 3Q (75190.900000 sec): 3 clusters
  Score: Raw -20235.199477 + Penalty 1786.579673 = -18448.619803
  nChanged 7
		SP:Iteration 4Q (75190.910000 sec): 3 clusters
  Score: Raw -20280.055803 + Penalty 1786.579673 = -18493.476129
  nChanged 4
		SP:Iteration 5Q (75190.920000 sec): 3 clusters
  Score: Raw -20292.664692 + Penalty 1786.579673 = -18506.085019
  nChanged 4
		SP:Iteration 6Q (75190.930000 sec): 3 clusters
  Score: Raw -20303.034116 + Penalty 1786.579673 = -18516.454442
  nChanged 6
		SP:Iteration 7Q (75190.940000 sec): 3 clusters
  Score: Raw -20327.764738 + Penalty 1786.579673 = -18541.185064
  nChanged 8
		SP:Iteration 8Q (75190.940000 sec): 3 clusters
  Score: Raw -20352.399239 + Penalty 1786.579673 = -18565.819566
  nChanged 4
		SP:Iteration 9Q (75190.950000 sec): 3 clusters
  Score: Raw -20363.361418 + Penalty 1786.579673 = -18576.781745
  nChanged 7
		SP:Iteration 10Q (75190.960000 sec): 3 clusters
  Score: Raw -20379.880192 + Penalty 1786.579673 = -18593.300519
  nChanged 4
		SP:Iteration 11Q (75190.970000 sec): 3 clusters
  Score: Raw -20397.873842 + Penalty 1786.579673 = -18611.294169
  nChanged 4
		SP:Iteration 12Q (75190.980000 sec): 3 clusters
  Score: Raw -20416.976912 + Penalty 1786.579673 = -18630.397239
  nChanged 2
		SP:Iteration 13Q (75190.990000 sec): 3 clusters
  Score: Raw -20433.716368 + Penalty 1786.579673 = -18647.136694
  nChanged 2
		SP:Iteration 14Q (75191.000000 sec): 3 clusters
  Score: Raw -20448.636200 + Penalty 1786.579673 = -18662.056526
  nChanged 1
		SP:Iteration 15Q (75191.000000 sec): 3 clusters
  Score: Raw -20475.422095 + Penalty 1786.579673 = -18688.842421
  nChanged 4
		SP:Iteration 16Q (75191.010000 sec): 3 clusters
  Score: Raw -20510.782063 + Penalty 1786.579673 = -18724.202390
  nChanged 1
		SP:Iteration 17Q (75191.020000 sec): 3 clusters
  Score: Raw -20512.965709 + Penalty 1786.579673 = -18726.386036
  nChanged 0
		SP:Iteration 18F (75191.030000 sec): 3 clusters
  Score: Raw -20514.057221 + Penalty 1786.579673 = -18727.477548
  nChanged 1
		SP:Iteration 19Q (75191.040000 sec): 3 clusters
  Score: Raw -20545.077769 + Penalty 1786.579673 = -18758.498096
  nChanged 2
		SP:Iteration 20F (75191.050000 sec): 3 clusters
  Score: Raw -20559.917569 + Penalty 1786.579673 = -18773.337896
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 70 (42983 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (75191.380000 sec): 2 clusters
  Score: Raw -5173389.371044 + Penalty 1733.640995 = -5171655.730049
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (75191.980000 sec): 3 clusters
  Score: Raw -5146489.032828 + Penalty 3467.281989 = -5143021.750838
  nChanged 20124
		SP:Iteration 1F (75192.480000 sec): 3 clusters
  Score: Raw -5158066.560581 + Penalty 3467.281989 = -5154599.278591
  nChanged 2040
		SP:Iteration 2Q (75193.030000 sec): 3 clusters
  Score: Raw -5158824.379437 + Penalty 3467.281989 = -5155357.097448
  nChanged 2117
		SP:Iteration 3Q (75193.530000 sec): 3 clusters
  Score: Raw -5159736.544412 + Penalty 3467.281989 = -5156269.262422
  nChanged 2367
		SP:Iteration 4F (75194.070000 sec): 3 clusters
  Score: Raw -5160951.996293 + Penalty 3467.281989 = -5157484.714304
  nChanged 2652
		SP:Iteration 5F (75194.570000 sec): 3 clusters
  Score: Raw -5162477.448406 + Penalty 3467.281989 = -5159010.166417
  nChanged 2701
		SP:Iteration 6F (75195.120000 sec): 3 clusters
  Score: Raw -5164247.457050 + Penalty 3467.281989 = -5160780.175060
  nChanged 2603
		SP:Iteration 7F (75195.620000 sec): 3 clusters
  Score: Raw -5166109.912841 + Penalty 3467.281989 = -5162642.630851
  nChanged 2320
		SP:Iteration 8F (75196.160000 sec): 3 clusters
  Score: Raw -5167821.636646 + Penalty 3467.281989 = -5164354.354657
  nChanged 1953
		SP:Iteration 9Q (75196.660000 sec): 3 clusters
  Score: Raw -5169323.139223 + Penalty 3467.281989 = -5165855.857234
  nChanged 1568
		SP:Iteration 10Q (75197.090000 sec): 3 clusters
  Score: Raw -5170511.648406 + Penalty 3467.281989 = -5167044.366416
  nChanged 1276
		SP:Iteration 11Q (75197.580000 sec): 3 clusters
  Score: Raw -5171410.829269 + Penalty 3467.281989 = -5167943.547280
  nChanged 1026
		SP:Iteration 12Q (75198.040000 sec): 3 clusters
  Score: Raw -5172146.521032 + Penalty 3467.281989 = -5168679.239043
  nChanged 840
		SP:Iteration 13Q (75198.500000 sec): 3 clusters
  Score: Raw -5172783.991450 + Penalty 3467.281989 = -5169316.709461
  nChanged 705
		SP:Iteration 14Q (75199.000000 sec): 3 clusters
  Score: Raw -5173349.487240 + Penalty 3467.281989 = -5169882.205251
  nChanged 555
		SP:Iteration 15Q (75199.460000 sec): 3 clusters
  Score: Raw -5173793.136969 + Penalty 3467.281989 = -5170325.854980
  nChanged 401
		SP:Iteration 16Q (75199.920000 sec): 3 clusters
  Score: Raw -5174118.948287 + Penalty 3467.281989 = -5170651.666297
  nChanged 261
		SP:Iteration 17Q (75200.380000 sec): 3 clusters
  Score: Raw -5174347.302784 + Penalty 3467.281989 = -5170880.020794
  nChanged 174
		SP:Iteration 18Q (75200.840000 sec): 3 clusters
  Score: Raw -5174522.694343 + Penalty 3467.281989 = -5171055.412354
  nChanged 120
		SP:Iteration 19Q (75201.200000 sec): 3 clusters
  Score: Raw -5174642.888586 + Penalty 3467.281989 = -5171175.606597
  nChanged 93
		SP:Iteration 20F (75201.730000 sec): 3 clusters
  Score: Raw -5174729.038084 + Penalty 3467.281989 = -5171261.756094
  nChanged 56
		SP:Iteration 21Q (75202.190000 sec): 3 clusters
  Score: Raw -5174777.351433 + Penalty 3467.281989 = -5171310.069443
  nChanged 39
		SP:Iteration 22Q (75202.570000 sec): 3 clusters
  Score: Raw -5174805.199872 + Penalty 3467.281989 = -5171337.917883
  nChanged 29
		SP:Iteration 23Q (75203.050000 sec): 3 clusters
  Score: Raw -5174819.059229 + Penalty 3467.281989 = -5171351.777239
  nChanged 22
		SP:Iteration 24Q (75203.530000 sec): 3 clusters
  Score: Raw -5174830.361050 + Penalty 3467.281989 = -5171363.079061
  nChanged 16
		SP:Iteration 25Q (75204.020000 sec): 3 clusters
  Score: Raw -5174838.178220 + Penalty 3467.281989 = -5171370.896231
  nChanged 12
		SP:Iteration 26Q (75204.500000 sec): 3 clusters
  Score: Raw -5174842.569907 + Penalty 3467.281989 = -5171375.287918
  nChanged 3
		SP:Iteration 27Q (75204.960000 sec): 3 clusters
  Score: Raw -5174843.674919 + Penalty 3467.281989 = -5171376.392929
  nChanged 2
		SP:Iteration 28Q (75205.430000 sec): 3 clusters
  Score: Raw -5174844.091458 + Penalty 3467.281989 = -5171376.809469
  nChanged 0
		SP:Iteration 29F (75205.930000 sec): 3 clusters
  Score: Raw -5174844.091458 + Penalty 3467.281989 = -5171376.809469
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 71 (211 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (75206.000000 sec): 2 clusters
  Score: Raw -15607.732359 + Penalty 869.676947 = -14738.055412
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (75206.180000 sec): 3 clusters
  Score: Raw -15723.699450 + Penalty 1739.353893 = -13984.345556
  nChanged 35
		SP:Iteration 1F (75206.350000 sec): 3 clusters
  Score: Raw -15952.194423 + Penalty 1739.353893 = -14212.840530
  nChanged 10
		SP:Iteration 2Q (75206.520000 sec): 3 clusters
  Score: Raw -15995.667223 + Penalty 1739.353893 = -14256.313329
  nChanged 4
		SP:Iteration 3Q (75206.700000 sec): 3 clusters
  Score: Raw -16006.662924 + Penalty 1739.353893 = -14267.309031
  nChanged 0
		SP:Iteration 4F (75206.870000 sec): 3 clusters
  Score: Raw -16006.662924 + Penalty 1739.353893 = -14267.309031
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 72 (515 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (75206.960000 sec): 2 clusters
  Score: Raw -74611.992161 + Penalty 1014.677121 = -73597.315040
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (75207.140000 sec): 3 clusters
  Score: Raw -74581.079576 + Penalty 2029.354243 = -72551.725333
  nChanged 125
		SP:Iteration 1F (75207.310000 sec): 3 clusters
  Score: Raw -74892.665942 + Penalty 2029.354243 = -72863.311699
  nChanged 56
		SP:Iteration 2F (75207.490000 sec): 3 clusters
  Score: Raw -75114.180607 + Penalty 2029.354243 = -73084.826364
  nChanged 33
		SP:Iteration 3F (75207.670000 sec): 3 clusters
  Score: Raw -75272.896066 + Penalty 2029.354243 = -73243.541824
  nChanged 20
		SP:Iteration 4Q (75207.840000 sec): 3 clusters
  Score: Raw -75334.386261 + Penalty 2029.354243 = -73305.032019
  nChanged 10
		SP:Iteration 5Q (75208.020000 sec): 3 clusters
  Score: Raw -75356.559908 + Penalty 2029.354243 = -73327.205665
  nChanged 9
		SP:Iteration 6Q (75208.190000 sec): 3 clusters
  Score: Raw -75374.201381 + Penalty 2029.354243 = -73344.847138
  nChanged 9
		SP:Iteration 7Q (75208.370000 sec): 3 clusters
  Score: Raw -75395.447276 + Penalty 2029.354243 = -73366.093033
  nChanged 6
		SP:Iteration 8Q (75208.550000 sec): 3 clusters
  Score: Raw -75406.071615 + Penalty 2029.354243 = -73376.717372
  nChanged 7
		SP:Iteration 9Q (75208.720000 sec): 3 clusters
  Score: Raw -75418.300011 + Penalty 2029.354243 = -73388.945769
  nChanged 4
		SP:Iteration 10Q (75208.900000 sec): 3 clusters
  Score: Raw -75422.406232 + Penalty 2029.354243 = -73393.051990
  nChanged 2
		SP:Iteration 11Q (75209.070000 sec): 3 clusters
  Score: Raw -75423.356101 + Penalty 2029.354243 = -73394.001858
  nChanged 1
		SP:Iteration 12Q (75209.250000 sec): 3 clusters
  Score: Raw -75430.954170 + Penalty 2029.354243 = -73401.599927
  nChanged 2
		SP:Iteration 13Q (75209.420000 sec): 3 clusters
  Score: Raw -75441.372649 + Penalty 2029.354243 = -73412.018406
  nChanged 2
		SP:Iteration 14Q (75209.600000 sec): 3 clusters
  Score: Raw -75460.799581 + Penalty 2029.354243 = -73431.445339
  nChanged 5
		SP:Iteration 15Q (75209.610000 sec): 3 clusters
  Score: Raw -75467.391901 + Penalty 2029.354243 = -73438.037659
  nChanged 2
		SP:Iteration 16Q (75209.620000 sec): 3 clusters
  Score: Raw -75469.938440 + Penalty 2029.354243 = -73440.584197
  nChanged 3
		SP:Iteration 17Q (75209.630000 sec): 3 clusters
  Score: Raw -75473.941591 + Penalty 2029.354243 = -73444.587348
  nChanged 3
		SP:Iteration 18Q (75209.640000 sec): 3 clusters
  Score: Raw -75479.666955 + Penalty 2029.354243 = -73450.312712
  nChanged 1
		SP:Iteration 19Q (75209.660000 sec): 3 clusters
  Score: Raw -75483.216357 + Penalty 2029.354243 = -73453.862114
  nChanged 0
		SP:Iteration 20F (75209.680000 sec): 3 clusters
  Score: Raw -75483.216357 + Penalty 2029.354243 = -73453.862114
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 73 (133 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (75209.710000 sec): 2 clusters
  Score: Raw -15200.224583 + Penalty 794.681733 = -14405.542850
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (75209.720000 sec): 3 clusters
  Score: Raw -15395.945236 + Penalty 1589.363467 = -13806.581770
  nChanged 14
		SP:Iteration 1F (75209.730000 sec): 3 clusters
  Score: Raw -15451.958121 + Penalty 1589.363467 = -13862.594654
  nChanged 5
		SP:Iteration 2Q (75209.740000 sec): 3 clusters
  Score: Raw -15467.137715 + Penalty 1589.363467 = -13877.774248
  nChanged 0
		SP:Iteration 3F (75209.750000 sec): 3 clusters
  Score: Raw -15467.137715 + Penalty 1589.363467 = -13877.774248
  nChanged 0
Deleting Class 77 (54 points): Lose 789.260956 but Gain 2224.536093
Iteration 219Q (75374.470000 sec): 78 clusters
  Score: Raw -104759323.436286 + Penalty 171289.279182 = -104588034.157103
  nChanged 2594
Deleting Class 76 (288 points): Lose 2223.267099 but Gain 2224.536093
Iteration 220F (75598.530000 sec): 77 clusters
  Score: Raw -104758547.556388 + Penalty 169064.743089 = -104589482.813299
  nChanged 2186
Iteration 221Q (75758.150000 sec): 77 clusters
  Score: Raw -104759705.758192 + Penalty 169064.743089 = -104590641.015103
  nChanged 1245
Iteration 222Q (75918.320000 sec): 77 clusters
  Score: Raw -104760014.388883 + Penalty 169064.743089 = -104590949.645794
  nChanged 923
Iteration 223Q (76079.000000 sec): 77 clusters
  Score: Raw -104760259.358084 + Penalty 169064.743089 = -104591194.614995
  nChanged 713
Iteration 224Q (76239.380000 sec): 77 clusters
  Score: Raw -104760395.154978 + Penalty 169064.743089 = -104591330.411889
  nChanged 588
Iteration 225Q (76401.550000 sec): 77 clusters
  Score: Raw -104760486.897911 + Penalty 169064.743089 = -104591422.154822
  nChanged 508
Iteration 226Q (76561.480000 sec): 77 clusters
  Score: Raw -104760593.873823 + Penalty 169064.743089 = -104591529.130734
  nChanged 439
Iteration 227Q (76721.520000 sec): 77 clusters
  Score: Raw -104760667.803728 + Penalty 169064.743089 = -104591603.060639
  nChanged 341
Iteration 228Q (76883.240000 sec): 77 clusters
  Score: Raw -104760708.945717 + Penalty 169064.743089 = -104591644.202628
  nChanged 276
Iteration 229Q (77045.710000 sec): 77 clusters
  Score: Raw -104760735.979673 + Penalty 169064.743089 = -104591671.236584
  nChanged 249
Iteration 230Q (77204.500000 sec): 77 clusters
  Score: Raw -104760752.793891 + Penalty 169064.743089 = -104591688.050802
  nChanged 225
Iteration 231Q (77368.520000 sec): 77 clusters
  Score: Raw -104760766.072704 + Penalty 169064.743089 = -104591701.329615
  nChanged 208
Iteration 232Q (77529.790000 sec): 77 clusters
  Score: Raw -104760775.454740 + Penalty 169064.743089 = -104591710.711651
  nChanged 195
Iteration 233Q (77689.910000 sec): 77 clusters
  Score: Raw -104760784.969994 + Penalty 169064.743089 = -104591720.226905
  nChanged 177
Iteration 234Q (77849.820000 sec): 77 clusters
  Score: Raw -104760792.786940 + Penalty 169064.743089 = -104591728.043851
  nChanged 165
Iteration 235Q (78010.590000 sec): 77 clusters
  Score: Raw -104760799.001064 + Penalty 169064.743089 = -104591734.257975
  nChanged 156
Iteration 236Q (78172.750000 sec): 77 clusters
  Score: Raw -104760804.703445 + Penalty 169064.743089 = -104591739.960356
  nChanged 164
Iteration 237Q (78334.800000 sec): 77 clusters
  Score: Raw -104760809.793014 + Penalty 169064.743089 = -104591745.049925
  nChanged 141
Iteration 238Q (78492.390000 sec): 77 clusters
  Score: Raw -104760814.921522 + Penalty 169064.743089 = -104591750.178433
  nChanged 131
Iteration 239Q (78656.210000 sec): 77 clusters
  Score: Raw -104760819.672717 + Penalty 169064.743089 = -104591754.929628
  nChanged 136
Iteration 240F (78874.460000 sec): 77 clusters
  Score: Raw -104760879.176416 + Penalty 169064.743089 = -104591814.433327
  nChanged 156
Iteration 241Q (79034.850000 sec): 77 clusters
  Score: Raw -104760944.944341 + Penalty 169064.743089 = -104591880.201252
  nChanged 145
Iteration 242Q (79198.860000 sec): 77 clusters
  Score: Raw -104760975.619118 + Penalty 169064.743089 = -104591910.876029
  nChanged 174
Iteration 243Q (79356.780000 sec): 77 clusters
  Score: Raw -104761000.678440 + Penalty 169064.743089 = -104591935.935351
  nChanged 185
Iteration 244Q (79518.440000 sec): 77 clusters
  Score: Raw -104761033.043637 + Penalty 169064.743089 = -104591968.300548
  nChanged 151
Iteration 245Q (79677.680000 sec): 77 clusters
  Score: Raw -104761048.788935 + Penalty 169064.743089 = -104591984.045846
  nChanged 133
Iteration 246Q (79838.660000 sec): 77 clusters
  Score: Raw -104761056.253166 + Penalty 169064.743089 = -104591991.510077
  nChanged 131
Iteration 247Q (80001.030000 sec): 77 clusters
  Score: Raw -104761063.917033 + Penalty 169064.743089 = -104591999.173944
  nChanged 105
Iteration 248Q (80163.110000 sec): 77 clusters
  Score: Raw -104761068.896467 + Penalty 169064.743089 = -104592004.153378
  nChanged 99
Iteration 249Q (80326.590000 sec): 77 clusters
  Score: Raw -104761073.837655 + Penalty 169064.743089 = -104592009.094566
  nChanged 90
Iteration 250Q (80486.390000 sec): 77 clusters
  Score: Raw -104761077.101365 + Penalty 169064.743089 = -104592012.358276
  nChanged 62
Iteration 251Q (80643.360000 sec): 77 clusters
  Score: Raw -104761079.006693 + Penalty 169064.743089 = -104592014.263604
  nChanged 50
Iteration 252Q (80800.040000 sec): 77 clusters
  Score: Raw -104761080.211319 + Penalty 169064.743089 = -104592015.468230
  nChanged 46
Iteration 253Q (80962.640000 sec): 77 clusters
  Score: Raw -104761081.350067 + Penalty 169064.743089 = -104592016.606978
  nChanged 58
Iteration 254Q (81122.470000 sec): 77 clusters
  Score: Raw -104761083.167138 + Penalty 169064.743089 = -104592018.424049
  nChanged 61
Iteration 255Q (81282.090000 sec): 77 clusters
  Score: Raw -104761085.555001 + Penalty 169064.743089 = -104592020.811912
  nChanged 60
Iteration 256Q (81445.420000 sec): 77 clusters
  Score: Raw -104761088.386368 + Penalty 169064.743089 = -104592023.643279
  nChanged 71
Iteration 257Q (81607.310000 sec): 77 clusters
  Score: Raw -104761091.958281 + Penalty 169064.743089 = -104592027.215192
  nChanged 66
Iteration 258Q (81770.330000 sec): 77 clusters
  Score: Raw -104761094.347370 + Penalty 169064.743089 = -104592029.604281
  nChanged 61
Writing temp clu file 
Because OldScore, -104592027.215192, is greater than current (better) Score,-104592029.604281 
 Compute initial score before splitting:   Score: Raw -104761094.347370 + Penalty 169064.743089 = -104592029.604281
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 1 (383 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (81770.500000 sec): 2 clusters
  Score: Raw -36003.093470 + Penalty 966.555686 = -35036.537784
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (81770.660000 sec): 3 clusters
  Score: Raw -36032.363616 + Penalty 1933.111371 = -34099.252244
  nChanged 90
		SP:Iteration 1F (81770.830000 sec): 3 clusters
  Score: Raw -36219.191434 + Penalty 1933.111371 = -34286.080062
  nChanged 38
		SP:Iteration 2F (81770.960000 sec): 3 clusters
  Score: Raw -36378.453065 + Penalty 1933.111371 = -34445.341694
  nChanged 26
		SP:Iteration 3F (81771.140000 sec): 3 clusters
  Score: Raw -36474.592286 + Penalty 1933.111371 = -34541.480915
  nChanged 19
		SP:Iteration 4Q (81771.310000 sec): 3 clusters
  Score: Raw -36587.267593 + Penalty 1933.111371 = -34654.156221
  nChanged 21
		SP:Iteration 5F (81771.490000 sec): 3 clusters
  Score: Raw -36699.492081 + Penalty 1933.111371 = -34766.380710
  nChanged 10
		SP:Iteration 6Q (81771.660000 sec): 3 clusters
  Score: Raw -36724.874590 + Penalty 1933.111371 = -34791.763218
  nChanged 5
		SP:Iteration 7Q (81771.840000 sec): 3 clusters
  Score: Raw -36741.603305 + Penalty 1933.111371 = -34808.491933
  nChanged 2
		SP:Iteration 8Q (81772.010000 sec): 3 clusters
  Score: Raw -36743.551964 + Penalty 1933.111371 = -34810.440592
  nChanged 1
		SP:Iteration 9Q (81772.190000 sec): 3 clusters
  Score: Raw -36744.783171 + Penalty 1933.111371 = -34811.671799
  nChanged 1
		SP:Iteration 10Q (81772.370000 sec): 3 clusters
  Score: Raw -36746.489118 + Penalty 1933.111371 = -34813.377747
  nChanged 0
		SP:Iteration 11F (81772.540000 sec): 3 clusters
  Score: Raw -36746.489118 + Penalty 1933.111371 = -34813.377747
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 2 (29496 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (81772.780000 sec): 2 clusters
  Score: Raw -3613354.256578 + Penalty 1672.451615 = -3611681.804962
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (81773.210000 sec): 3 clusters
  Score: Raw -3595164.602023 + Penalty 3344.903230 = -3591819.698793
  nChanged 13549
		SP:Iteration 1F (81773.580000 sec): 3 clusters
  Score: Raw -3602693.818653 + Penalty 3344.903230 = -3599348.915422
  nChanged 1234
		SP:Iteration 2Q (81774.020000 sec): 3 clusters
  Score: Raw -3603061.681028 + Penalty 3344.903230 = -3599716.777798
  nChanged 1169
		SP:Iteration 3Q (81774.420000 sec): 3 clusters
  Score: Raw -3603458.093829 + Penalty 3344.903230 = -3600113.190598
  nChanged 1182
		SP:Iteration 4Q (81774.820000 sec): 3 clusters
  Score: Raw -3603890.707969 + Penalty 3344.903230 = -3600545.804738
  nChanged 1226
		SP:Iteration 5Q (81775.220000 sec): 3 clusters
  Score: Raw -3604389.650388 + Penalty 3344.903230 = -3601044.747157
  nChanged 1317
		SP:Iteration 6Q (81775.570000 sec): 3 clusters
  Score: Raw -3605036.011871 + Penalty 3344.903230 = -3601691.108641
  nChanged 1459
		SP:Iteration 7Q (81775.990000 sec): 3 clusters
  Score: Raw -3605911.883234 + Penalty 3344.903230 = -3602566.980004
  nChanged 1679
		SP:Iteration 8F (81776.390000 sec): 3 clusters
  Score: Raw -3607092.054748 + Penalty 3344.903230 = -3603747.151517
  nChanged 1746
		SP:Iteration 9F (81776.800000 sec): 3 clusters
  Score: Raw -3608423.340861 + Penalty 3344.903230 = -3605078.437630
  nChanged 1645
		SP:Iteration 10F (81777.200000 sec): 3 clusters
  Score: Raw -3609770.360408 + Penalty 3344.903230 = -3606425.457177
  nChanged 1412
		SP:Iteration 11Q (81777.600000 sec): 3 clusters
  Score: Raw -3610911.063152 + Penalty 3344.903230 = -3607566.159922
  nChanged 1034
		SP:Iteration 12Q (81777.970000 sec): 3 clusters
  Score: Raw -3611751.138573 + Penalty 3344.903230 = -3608406.235343
  nChanged 759
		SP:Iteration 13Q (81778.330000 sec): 3 clusters
  Score: Raw -3612334.269031 + Penalty 3344.903230 = -3608989.365801
  nChanged 518
		SP:Iteration 14Q (81778.630000 sec): 3 clusters
  Score: Raw -3612734.239785 + Penalty 3344.903230 = -3609389.336555
  nChanged 351
		SP:Iteration 15Q (81779.000000 sec): 3 clusters
  Score: Raw -3612996.342932 + Penalty 3344.903230 = -3609651.439702
  nChanged 236
		SP:Iteration 16Q (81779.400000 sec): 3 clusters
  Score: Raw -3613167.214375 + Penalty 3344.903230 = -3609822.311144
  nChanged 185
		SP:Iteration 17Q (81779.680000 sec): 3 clusters
  Score: Raw -3613306.517490 + Penalty 3344.903230 = -3609961.614259
  nChanged 133
		SP:Iteration 18Q (81779.960000 sec): 3 clusters
  Score: Raw -3613398.430685 + Penalty 3344.903230 = -3610053.527454
  nChanged 81
		SP:Iteration 19Q (81780.360000 sec): 3 clusters
  Score: Raw -3613443.797426 + Penalty 3344.903230 = -3610098.894195
  nChanged 51
		SP:Iteration 20F (81780.770000 sec): 3 clusters
  Score: Raw -3613475.427173 + Penalty 3344.903230 = -3610130.523943
  nChanged 36
		SP:Iteration 21Q (81781.140000 sec): 3 clusters
  Score: Raw -3613498.032673 + Penalty 3344.903230 = -3610153.129443
  nChanged 29
		SP:Iteration 22Q (81781.540000 sec): 3 clusters
  Score: Raw -3613514.481698 + Penalty 3344.903230 = -3610169.578468
  nChanged 20
		SP:Iteration 23Q (81781.910000 sec): 3 clusters
  Score: Raw -3613524.024067 + Penalty 3344.903230 = -3610179.120836
  nChanged 16
		SP:Iteration 24Q (81782.320000 sec): 3 clusters
  Score: Raw -3613532.580826 + Penalty 3344.903230 = -3610187.677596
  nChanged 14
		SP:Iteration 25Q (81782.680000 sec): 3 clusters
  Score: Raw -3613539.670485 + Penalty 3344.903230 = -3610194.767254
  nChanged 13
		SP:Iteration 26Q (81783.080000 sec): 3 clusters
  Score: Raw -3613545.422599 + Penalty 3344.903230 = -3610200.519369
  nChanged 9
		SP:Iteration 27Q (81783.450000 sec): 3 clusters
  Score: Raw -3613549.730866 + Penalty 3344.903230 = -3610204.827635
  nChanged 6
		SP:Iteration 28Q (81783.850000 sec): 3 clusters
  Score: Raw -3613552.321100 + Penalty 3344.903230 = -3610207.417869
  nChanged 4
		SP:Iteration 29Q (81784.200000 sec): 3 clusters
  Score: Raw -3613555.582506 + Penalty 3344.903230 = -3610210.679276
  nChanged 5
		SP:Iteration 30Q (81784.610000 sec): 3 clusters
  Score: Raw -3613559.667591 + Penalty 3344.903230 = -3610214.764360
  nChanged 4
		SP:Iteration 31Q (81784.980000 sec): 3 clusters
  Score: Raw -3613563.120635 + Penalty 3344.903230 = -3610218.217404
  nChanged 9
		SP:Iteration 32Q (81785.280000 sec): 3 clusters
  Score: Raw -3613571.203629 + Penalty 3344.903230 = -3610226.300399
  nChanged 10
		SP:Iteration 33Q (81785.730000 sec): 3 clusters
  Score: Raw -3613578.528543 + Penalty 3344.903230 = -3610233.625312
  nChanged 10
		SP:Iteration 34Q (81786.080000 sec): 3 clusters
  Score: Raw -3613585.894474 + Penalty 3344.903230 = -3610240.991244
  nChanged 7
		SP:Iteration 35Q (81786.490000 sec): 3 clusters
  Score: Raw -3613588.791366 + Penalty 3344.903230 = -3610243.888136
  nChanged 3
		SP:Iteration 36Q (81786.850000 sec): 3 clusters
  Score: Raw -3613590.669617 + Penalty 3344.903230 = -3610245.766386
  nChanged 6
		SP:Iteration 37Q (81787.220000 sec): 3 clusters
  Score: Raw -3613595.081215 + Penalty 3344.903230 = -3610250.177984
  nChanged 7
		SP:Iteration 38Q (81787.580000 sec): 3 clusters
  Score: Raw -3613599.069569 + Penalty 3344.903230 = -3610254.166339
  nChanged 3
		SP:Iteration 39Q (81787.940000 sec): 3 clusters
  Score: Raw -3613601.395209 + Penalty 3344.903230 = -3610256.491979
  nChanged 4
		SP:Iteration 40F (81788.390000 sec): 3 clusters
  Score: Raw -3613605.644106 + Penalty 3344.903230 = -3610260.740875
  nChanged 9
		SP:Iteration 41Q (81788.760000 sec): 3 clusters
  Score: Raw -3613611.625945 + Penalty 3344.903230 = -3610266.722715
  nChanged 6
		SP:Iteration 42Q (81789.130000 sec): 3 clusters
  Score: Raw -3613614.503298 + Penalty 3344.903230 = -3610269.600068
  nChanged 4
		SP:Iteration 43Q (81789.490000 sec): 3 clusters
  Score: Raw -3613617.546363 + Penalty 3344.903230 = -3610272.643132
  nChanged 1
		SP:Iteration 44Q (81789.860000 sec): 3 clusters
  Score: Raw -3613618.136254 + Penalty 3344.903230 = -3610273.233023
  nChanged 2
		SP:Iteration 45Q (81790.220000 sec): 3 clusters
  Score: Raw -3613619.090905 + Penalty 3344.903230 = -3610274.187675
  nChanged 1
		SP:Iteration 46Q (81790.590000 sec): 3 clusters
  Score: Raw -3613619.648918 + Penalty 3344.903230 = -3610274.745687
  nChanged 1
		SP:Iteration 47Q (81790.950000 sec): 3 clusters
  Score: Raw -3613620.054063 + Penalty 3344.903230 = -3610275.150832
  nChanged 2
		SP:Iteration 48Q (81791.320000 sec): 3 clusters
  Score: Raw -3613621.120140 + Penalty 3344.903230 = -3610276.216909
  nChanged 0
		SP:Iteration 49F (81791.730000 sec): 3 clusters
  Score: Raw -3613621.120140 + Penalty 3344.903230 = -3610276.216909
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 3 (5481 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (81791.800000 sec): 2 clusters
  Score: Raw -670095.719586 + Penalty 1398.969462 = -668696.750124
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (81792.020000 sec): 3 clusters
  Score: Raw -667240.800028 + Penalty 2797.938925 = -664442.861103
  nChanged 2170
		SP:Iteration 1F (81792.190000 sec): 3 clusters
  Score: Raw -668476.745665 + Penalty 2797.938925 = -665678.806740
  nChanged 417
		SP:Iteration 2F (81792.360000 sec): 3 clusters
  Score: Raw -668729.738903 + Penalty 2797.938925 = -665931.799978
  nChanged 330
		SP:Iteration 3F (81792.530000 sec): 3 clusters
  Score: Raw -668947.496721 + Penalty 2797.938925 = -666149.557796
  nChanged 302
		SP:Iteration 4F (81792.710000 sec): 3 clusters
  Score: Raw -669147.977807 + Penalty 2797.938925 = -666350.038882
  nChanged 264
		SP:Iteration 5Q (81792.880000 sec): 3 clusters
  Score: Raw -669345.749000 + Penalty 2797.938925 = -666547.810075
  nChanged 248
		SP:Iteration 6Q (81793.050000 sec): 3 clusters
  Score: Raw -669515.935588 + Penalty 2797.938925 = -666717.996664
  nChanged 227
		SP:Iteration 7Q (81793.190000 sec): 3 clusters
  Score: Raw -669637.546939 + Penalty 2797.938925 = -666839.608015
  nChanged 178
		SP:Iteration 8Q (81793.330000 sec): 3 clusters
  Score: Raw -669726.309466 + Penalty 2797.938925 = -666928.370541
  nChanged 139
		SP:Iteration 9Q (81793.510000 sec): 3 clusters
  Score: Raw -669789.477151 + Penalty 2797.938925 = -666991.538226
  nChanged 124
		SP:Iteration 10Q (81793.690000 sec): 3 clusters
  Score: Raw -669843.099827 + Penalty 2797.938925 = -667045.160902
  nChanged 102
		SP:Iteration 11Q (81793.860000 sec): 3 clusters
  Score: Raw -669884.859857 + Penalty 2797.938925 = -667086.920932
  nChanged 77
		SP:Iteration 12Q (81794.030000 sec): 3 clusters
  Score: Raw -669914.537842 + Penalty 2797.938925 = -667116.598917
  nChanged 75
		SP:Iteration 13Q (81794.210000 sec): 3 clusters
  Score: Raw -669943.714298 + Penalty 2797.938925 = -667145.775373
  nChanged 70
		SP:Iteration 14Q (81794.380000 sec): 3 clusters
  Score: Raw -669973.448123 + Penalty 2797.938925 = -667175.509198
  nChanged 70
		SP:Iteration 15Q (81794.560000 sec): 3 clusters
  Score: Raw -670001.405241 + Penalty 2797.938925 = -667203.466317
  nChanged 64
		SP:Iteration 16Q (81794.730000 sec): 3 clusters
  Score: Raw -670029.113780 + Penalty 2797.938925 = -667231.174855
  nChanged 76
		SP:Iteration 17Q (81794.900000 sec): 3 clusters
  Score: Raw -670062.321052 + Penalty 2797.938925 = -667264.382127
  nChanged 52
		SP:Iteration 18Q (81795.080000 sec): 3 clusters
  Score: Raw -670079.931317 + Penalty 2797.938925 = -667281.992393
  nChanged 48
		SP:Iteration 19Q (81795.250000 sec): 3 clusters
  Score: Raw -670096.820498 + Penalty 2797.938925 = -667298.881573
  nChanged 44
		SP:Iteration 20F (81795.430000 sec): 3 clusters
  Score: Raw -670112.118955 + Penalty 2797.938925 = -667314.180030
  nChanged 38
		SP:Iteration 21Q (81795.600000 sec): 3 clusters
  Score: Raw -670127.443686 + Penalty 2797.938925 = -667329.504761
  nChanged 34
		SP:Iteration 22Q (81795.780000 sec): 3 clusters
  Score: Raw -670139.968389 + Penalty 2797.938925 = -667342.029464
  nChanged 27
		SP:Iteration 23Q (81795.950000 sec): 3 clusters
  Score: Raw -670148.435132 + Penalty 2797.938925 = -667350.496208
  nChanged 27
		SP:Iteration 24Q (81796.120000 sec): 3 clusters
  Score: Raw -670158.249243 + Penalty 2797.938925 = -667360.310319
  nChanged 28
		SP:Iteration 25Q (81796.230000 sec): 3 clusters
  Score: Raw -670171.098847 + Penalty 2797.938925 = -667373.159922
  nChanged 23
		SP:Iteration 26Q (81796.320000 sec): 3 clusters
  Score: Raw -670181.733679 + Penalty 2797.938925 = -667383.794754
  nChanged 17
		SP:Iteration 27Q (81796.420000 sec): 3 clusters
  Score: Raw -670188.855578 + Penalty 2797.938925 = -667390.916654
  nChanged 17
		SP:Iteration 28Q (81796.510000 sec): 3 clusters
  Score: Raw -670196.581308 + Penalty 2797.938925 = -667398.642383
  nChanged 14
		SP:Iteration 29Q (81796.600000 sec): 3 clusters
  Score: Raw -670203.689564 + Penalty 2797.938925 = -667405.750639
  nChanged 13
		SP:Iteration 30Q (81796.700000 sec): 3 clusters
  Score: Raw -670208.518991 + Penalty 2797.938925 = -667410.580067
  nChanged 17
		SP:Iteration 31Q (81796.790000 sec): 3 clusters
  Score: Raw -670213.207908 + Penalty 2797.938925 = -667415.268983
  nChanged 8
		SP:Iteration 32Q (81796.880000 sec): 3 clusters
  Score: Raw -670216.977875 + Penalty 2797.938925 = -667419.038950
  nChanged 10
		SP:Iteration 33Q (81796.980000 sec): 3 clusters
  Score: Raw -670220.931634 + Penalty 2797.938925 = -667422.992709
  nChanged 7
		SP:Iteration 34Q (81797.070000 sec): 3 clusters
  Score: Raw -670223.405227 + Penalty 2797.938925 = -667425.466303
  nChanged 4
		SP:Iteration 35Q (81797.160000 sec): 3 clusters
  Score: Raw -670225.244584 + Penalty 2797.938925 = -667427.305660
  nChanged 4
		SP:Iteration 36Q (81797.260000 sec): 3 clusters
  Score: Raw -670226.554281 + Penalty 2797.938925 = -667428.615357
  nChanged 5
		SP:Iteration 37Q (81797.350000 sec): 3 clusters
  Score: Raw -670228.969721 + Penalty 2797.938925 = -667431.030797
  nChanged 6
		SP:Iteration 38Q (81797.440000 sec): 3 clusters
  Score: Raw -670231.522947 + Penalty 2797.938925 = -667433.584023
  nChanged 5
		SP:Iteration 39Q (81797.530000 sec): 3 clusters
  Score: Raw -670232.936136 + Penalty 2797.938925 = -667434.997212
  nChanged 3
		SP:Iteration 40F (81797.620000 sec): 3 clusters
  Score: Raw -670235.646879 + Penalty 2797.938925 = -667437.707955
  nChanged 5
		SP:Iteration 41Q (81797.720000 sec): 3 clusters
  Score: Raw -670238.450989 + Penalty 2797.938925 = -667440.512065
  nChanged 6
		SP:Iteration 42Q (81797.810000 sec): 3 clusters
  Score: Raw -670241.076314 + Penalty 2797.938925 = -667443.137389
  nChanged 9
		SP:Iteration 43Q (81797.900000 sec): 3 clusters
  Score: Raw -670244.100278 + Penalty 2797.938925 = -667446.161354
  nChanged 5
		SP:Iteration 44Q (81798.000000 sec): 3 clusters
  Score: Raw -670247.263118 + Penalty 2797.938925 = -667449.324194
  nChanged 8
		SP:Iteration 45Q (81798.090000 sec): 3 clusters
  Score: Raw -670250.707009 + Penalty 2797.938925 = -667452.768084
  nChanged 7
		SP:Iteration 46Q (81798.180000 sec): 3 clusters
  Score: Raw -670253.270624 + Penalty 2797.938925 = -667455.331699
  nChanged 4
		SP:Iteration 47Q (81798.280000 sec): 3 clusters
  Score: Raw -670254.549295 + Penalty 2797.938925 = -667456.610371
  nChanged 7
		SP:Iteration 48Q (81798.370000 sec): 3 clusters
  Score: Raw -670256.714245 + Penalty 2797.938925 = -667458.775321
  nChanged 6
		SP:Iteration 49Q (81798.460000 sec): 3 clusters
  Score: Raw -670259.200524 + Penalty 2797.938925 = -667461.261599
  nChanged 3
		SP:Iteration 50Q (81798.650000 sec): 3 clusters
  Score: Raw -670260.401143 + Penalty 2797.938925 = -667462.462219
  nChanged 6
		SP:Iteration 51Q (81798.820000 sec): 3 clusters
  Score: Raw -670262.595646 + Penalty 2797.938925 = -667464.656721
  nChanged 5
		SP:Iteration 52Q (81799.000000 sec): 3 clusters
  Score: Raw -670264.199345 + Penalty 2797.938925 = -667466.260421
  nChanged 7
		SP:Iteration 53Q (81799.170000 sec): 3 clusters
  Score: Raw -670267.134444 + Penalty 2797.938925 = -667469.195519
  nChanged 5
		SP:Iteration 54Q (81799.340000 sec): 3 clusters
  Score: Raw -670269.658642 + Penalty 2797.938925 = -667471.719717
  nChanged 5
		SP:Iteration 55Q (81799.520000 sec): 3 clusters
  Score: Raw -670271.192084 + Penalty 2797.938925 = -667473.253159
  nChanged 2
		SP:Iteration 56Q (81799.690000 sec): 3 clusters
  Score: Raw -670271.762605 + Penalty 2797.938925 = -667473.823681
  nChanged 3
		SP:Iteration 57Q (81799.860000 sec): 3 clusters
  Score: Raw -670274.040678 + Penalty 2797.938925 = -667476.101753
  nChanged 5
		SP:Iteration 58Q (81800.040000 sec): 3 clusters
  Score: Raw -670276.524125 + Penalty 2797.938925 = -667478.585200
  nChanged 4
		SP:Iteration 59Q (81800.210000 sec): 3 clusters
  Score: Raw -670277.954136 + Penalty 2797.938925 = -667480.015211
  nChanged 3
		SP:Iteration 60F (81800.390000 sec): 3 clusters
  Score: Raw -670278.833062 + Penalty 2797.938925 = -667480.894138
  nChanged 1
		SP:Iteration 61Q (81800.560000 sec): 3 clusters
  Score: Raw -670279.332310 + Penalty 2797.938925 = -667481.393385
  nChanged 1
		SP:Iteration 62Q (81800.740000 sec): 3 clusters
  Score: Raw -670279.667005 + Penalty 2797.938925 = -667481.728081
  nChanged 2
		SP:Iteration 63Q (81800.910000 sec): 3 clusters
  Score: Raw -670280.987667 + Penalty 2797.938925 = -667483.048742
  nChanged 4
		SP:Iteration 64Q (81801.130000 sec): 3 clusters
  Score: Raw -670282.505863 + Penalty 2797.938925 = -667484.566938
  nChanged 4
		SP:Iteration 65Q (81801.300000 sec): 3 clusters
  Score: Raw -670283.943926 + Penalty 2797.938925 = -667486.005001
  nChanged 6
		SP:Iteration 66Q (81801.480000 sec): 3 clusters
  Score: Raw -670286.494375 + Penalty 2797.938925 = -667488.555451
  nChanged 5
		SP:Iteration 67Q (81801.650000 sec): 3 clusters
  Score: Raw -670288.871411 + Penalty 2797.938925 = -667490.932486
  nChanged 3
		SP:Iteration 68Q (81801.820000 sec): 3 clusters
  Score: Raw -670289.833530 + Penalty 2797.938925 = -667491.894605
  nChanged 1
		SP:Iteration 69Q (81802.000000 sec): 3 clusters
  Score: Raw -670290.110758 + Penalty 2797.938925 = -667492.171833
  nChanged 1
		SP:Iteration 70Q (81802.170000 sec): 3 clusters
  Score: Raw -670290.455879 + Penalty 2797.938925 = -667492.516955
  nChanged 1
		SP:Iteration 71Q (81802.340000 sec): 3 clusters
  Score: Raw -670290.943635 + Penalty 2797.938925 = -667493.004710
  nChanged 0
		SP:Iteration 72F (81802.520000 sec): 3 clusters
  Score: Raw -670290.943635 + Penalty 2797.938925 = -667493.004710
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 4 (9016 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (81802.620000 sec): 2 clusters
  Score: Raw -1129549.737769 + Penalty 1479.847859 = -1128069.889910
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (81802.820000 sec): 3 clusters
  Score: Raw -1124518.893185 + Penalty 2959.695718 = -1121559.197467
  nChanged 3802
		SP:Iteration 1F (81802.960000 sec): 3 clusters
  Score: Raw -1126541.737068 + Penalty 2959.695718 = -1123582.041350
  nChanged 520
		SP:Iteration 2F (81803.090000 sec): 3 clusters
  Score: Raw -1126754.258832 + Penalty 2959.695718 = -1123794.563114
  nChanged 422
		SP:Iteration 3Q (81803.240000 sec): 3 clusters
  Score: Raw -1126924.332032 + Penalty 2959.695718 = -1123964.636314
  nChanged 383
		SP:Iteration 4Q (81803.380000 sec): 3 clusters
  Score: Raw -1127083.742702 + Penalty 2959.695718 = -1124124.046984
  nChanged 376
		SP:Iteration 5Q (81803.520000 sec): 3 clusters
  Score: Raw -1127255.305456 + Penalty 2959.695718 = -1124295.609738
  nChanged 397
		SP:Iteration 6Q (81803.660000 sec): 3 clusters
  Score: Raw -1127483.813689 + Penalty 2959.695718 = -1124524.117971
  nChanged 515
		SP:Iteration 7F (81803.800000 sec): 3 clusters
  Score: Raw -1127818.606484 + Penalty 2959.695718 = -1124858.910766
  nChanged 572
		SP:Iteration 8F (81803.950000 sec): 3 clusters
  Score: Raw -1128242.832197 + Penalty 2959.695718 = -1125283.136479
  nChanged 611
		SP:Iteration 9F (81804.080000 sec): 3 clusters
  Score: Raw -1128714.142481 + Penalty 2959.695718 = -1125754.446763
  nChanged 561
		SP:Iteration 10F (81804.210000 sec): 3 clusters
  Score: Raw -1129142.414550 + Penalty 2959.695718 = -1126182.718832
  nChanged 445
		SP:Iteration 11Q (81804.460000 sec): 3 clusters
  Score: Raw -1129458.064734 + Penalty 2959.695718 = -1126498.369016
  nChanged 340
		SP:Iteration 12Q (81804.650000 sec): 3 clusters
  Score: Raw -1129657.125939 + Penalty 2959.695718 = -1126697.430220
  nChanged 227
		SP:Iteration 13Q (81804.840000 sec): 3 clusters
  Score: Raw -1129777.747392 + Penalty 2959.695718 = -1126818.051673
  nChanged 168
		SP:Iteration 14Q (81805.070000 sec): 3 clusters
  Score: Raw -1129856.211116 + Penalty 2959.695718 = -1126896.515398
  nChanged 139
		SP:Iteration 15Q (81805.270000 sec): 3 clusters
  Score: Raw -1129906.183725 + Penalty 2959.695718 = -1126946.488007
  nChanged 98
		SP:Iteration 16Q (81805.450000 sec): 3 clusters
  Score: Raw -1129938.825444 + Penalty 2959.695718 = -1126979.129726
  nChanged 66
		SP:Iteration 17Q (81805.650000 sec): 3 clusters
  Score: Raw -1129959.002507 + Penalty 2959.695718 = -1126999.306789
  nChanged 47
		SP:Iteration 18Q (81805.840000 sec): 3 clusters
  Score: Raw -1129975.778861 + Penalty 2959.695718 = -1127016.083143
  nChanged 48
		SP:Iteration 19Q (81806.020000 sec): 3 clusters
  Score: Raw -1129991.949705 + Penalty 2959.695718 = -1127032.253987
  nChanged 37
		SP:Iteration 20F (81806.210000 sec): 3 clusters
  Score: Raw -1130001.570004 + Penalty 2959.695718 = -1127041.874286
  nChanged 32
		SP:Iteration 21Q (81806.410000 sec): 3 clusters
  Score: Raw -1130010.764991 + Penalty 2959.695718 = -1127051.069273
  nChanged 26
		SP:Iteration 22Q (81806.600000 sec): 3 clusters
  Score: Raw -1130017.430639 + Penalty 2959.695718 = -1127057.734920
  nChanged 21
		SP:Iteration 23Q (81806.790000 sec): 3 clusters
  Score: Raw -1130022.054341 + Penalty 2959.695718 = -1127062.358623
  nChanged 19
		SP:Iteration 24Q (81806.980000 sec): 3 clusters
  Score: Raw -1130026.767592 + Penalty 2959.695718 = -1127067.071874
  nChanged 16
		SP:Iteration 25Q (81807.170000 sec): 3 clusters
  Score: Raw -1130030.761403 + Penalty 2959.695718 = -1127071.065685
  nChanged 12
		SP:Iteration 26Q (81807.370000 sec): 3 clusters
  Score: Raw -1130034.163445 + Penalty 2959.695718 = -1127074.467727
  nChanged 12
		SP:Iteration 27Q (81807.600000 sec): 3 clusters
  Score: Raw -1130036.782640 + Penalty 2959.695718 = -1127077.086922
  nChanged 9
		SP:Iteration 28Q (81807.790000 sec): 3 clusters
  Score: Raw -1130038.671385 + Penalty 2959.695718 = -1127078.975667
  nChanged 5
		SP:Iteration 29Q (81808.020000 sec): 3 clusters
  Score: Raw -1130039.397653 + Penalty 2959.695718 = -1127079.701935
  nChanged 3
		SP:Iteration 30Q (81808.210000 sec): 3 clusters
  Score: Raw -1130039.779301 + Penalty 2959.695718 = -1127080.083583
  nChanged 1
		SP:Iteration 31Q (81808.410000 sec): 3 clusters
  Score: Raw -1130040.283529 + Penalty 2959.695718 = -1127080.587811
  nChanged 0
		SP:Iteration 32F (81808.590000 sec): 3 clusters
  Score: Raw -1130040.283529 + Penalty 2959.695718 = -1127080.587811
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 5 (186908 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (81809.630000 sec): 2 clusters
  Score: Raw -22509185.063346 + Penalty 1972.485417 = -22507212.577929
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (81811.180000 sec): 3 clusters
  Score: Raw -22385484.282945 + Penalty 3944.970834 = -22381539.312111
  nChanged 90791
		SP:Iteration 1F (81812.770000 sec): 3 clusters
  Score: Raw -22439636.082690 + Penalty 3944.970834 = -22435691.111856
  nChanged 6732
		SP:Iteration 2Q (81814.490000 sec): 3 clusters
  Score: Raw -22441843.653351 + Penalty 3944.970834 = -22437898.682517
  nChanged 8775
		SP:Iteration 3Q (81816.170000 sec): 3 clusters
  Score: Raw -22445777.655013 + Penalty 3944.970834 = -22441832.684179
  nChanged 11852
		SP:Iteration 4F (81817.790000 sec): 3 clusters
  Score: Raw -22453041.843775 + Penalty 3944.970834 = -22449096.872941
  nChanged 15448
		SP:Iteration 5F (81819.420000 sec): 3 clusters
  Score: Raw -22465460.583752 + Penalty 3944.970834 = -22461515.612919
  nChanged 17278
		SP:Iteration 6F (81821.040000 sec): 3 clusters
  Score: Raw -22482128.171318 + Penalty 3944.970834 = -22478183.200484
  nChanged 14442
		SP:Iteration 7F (81822.610000 sec): 3 clusters
  Score: Raw -22497087.488729 + Penalty 3944.970834 = -22493142.517895
  nChanged 8120
		SP:Iteration 8Q (81824.150000 sec): 3 clusters
  Score: Raw -22505288.725912 + Penalty 3944.970834 = -22501343.755078
  nChanged 3167
		SP:Iteration 9Q (81825.640000 sec): 3 clusters
  Score: Raw -22508269.419608 + Penalty 3944.970834 = -22504324.448774
  nChanged 871
		SP:Iteration 10Q (81827.060000 sec): 3 clusters
  Score: Raw -22509036.132361 + Penalty 3944.970834 = -22505091.161527
  nChanged 231
		SP:Iteration 11Q (81828.350000 sec): 3 clusters
  Score: Raw -22509254.932868 + Penalty 3944.970834 = -22505309.962034
  nChanged 66
		SP:Iteration 12Q (81829.650000 sec): 3 clusters
  Score: Raw -22509327.257288 + Penalty 3944.970834 = -22505382.286454
  nChanged 26
		SP:Iteration 13Q (81831.050000 sec): 3 clusters
  Score: Raw -22509360.739389 + Penalty 3944.970834 = -22505415.768556
  nChanged 15
		SP:Iteration 14Q (81832.490000 sec): 3 clusters
  Score: Raw -22509380.641647 + Penalty 3944.970834 = -22505435.670813
  nChanged 9
		SP:Iteration 15Q (81833.900000 sec): 3 clusters
  Score: Raw -22509391.498166 + Penalty 3944.970834 = -22505446.527332
  nChanged 7
		SP:Iteration 16Q (81835.340000 sec): 3 clusters
  Score: Raw -22509396.974425 + Penalty 3944.970834 = -22505452.003592
  nChanged 0
		SP:Iteration 17F (81836.830000 sec): 3 clusters
  Score: Raw -22509396.974425 + Penalty 3944.970834 = -22505452.003592
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 6 (201 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (81836.920000 sec): 2 clusters
  Score: Raw -17687.314666 + Penalty 861.787048 = -16825.527618
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (81837.090000 sec): 3 clusters
  Score: Raw -17809.496485 + Penalty 1723.574095 = -16085.922390
  nChanged 37
		SP:Iteration 1F (81837.270000 sec): 3 clusters
  Score: Raw -17974.728146 + Penalty 1723.574095 = -16251.154051
  nChanged 14
		SP:Iteration 2F (81837.440000 sec): 3 clusters
  Score: Raw -18045.654200 + Penalty 1723.574095 = -16322.080105
  nChanged 8
		SP:Iteration 3Q (81837.620000 sec): 3 clusters
  Score: Raw -18085.624442 + Penalty 1723.574095 = -16362.050347
  nChanged 7
		SP:Iteration 4Q (81837.800000 sec): 3 clusters
  Score: Raw -18129.009266 + Penalty 1723.574095 = -16405.435171
  nChanged 6
		SP:Iteration 5Q (81837.970000 sec): 3 clusters
  Score: Raw -18156.163857 + Penalty 1723.574095 = -16432.589762
  nChanged 2
		SP:Iteration 6Q (81838.150000 sec): 3 clusters
  Score: Raw -18174.743606 + Penalty 1723.574095 = -16451.169511
  nChanged 2
		SP:Iteration 7Q (81838.320000 sec): 3 clusters
  Score: Raw -18192.829916 + Penalty 1723.574095 = -16469.255821
  nChanged 1
		SP:Iteration 8Q (81838.500000 sec): 3 clusters
  Score: Raw -18193.567452 + Penalty 1723.574095 = -16469.993356
  nChanged 0
		SP:Iteration 9F (81838.680000 sec): 3 clusters
  Score: Raw -18193.567452 + Penalty 1723.574095 = -16469.993356
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 7 (10364 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (81838.820000 sec): 2 clusters
  Score: Raw -1232108.205290 + Penalty 1502.490201 = -1230605.715090
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (81839.060000 sec): 3 clusters
  Score: Raw -1226244.650835 + Penalty 3004.980401 = -1223239.670434
  nChanged 4488
		SP:Iteration 1F (81839.320000 sec): 3 clusters
  Score: Raw -1228723.580892 + Penalty 3004.980401 = -1225718.600491
  nChanged 643
		SP:Iteration 2F (81839.550000 sec): 3 clusters
  Score: Raw -1229027.159546 + Penalty 3004.980401 = -1226022.179145
  nChanged 599
		SP:Iteration 3F (81839.770000 sec): 3 clusters
  Score: Raw -1229354.610239 + Penalty 3004.980401 = -1226349.629838
  nChanged 601
		SP:Iteration 4F (81839.990000 sec): 3 clusters
  Score: Raw -1229682.410774 + Penalty 3004.980401 = -1226677.430373
  nChanged 548
		SP:Iteration 5F (81840.220000 sec): 3 clusters
  Score: Raw -1229993.632253 + Penalty 3004.980401 = -1226988.651852
  nChanged 490
		SP:Iteration 6Q (81840.440000 sec): 3 clusters
  Score: Raw -1230265.531766 + Penalty 3004.980401 = -1227260.551365
  nChanged 444
		SP:Iteration 7Q (81840.660000 sec): 3 clusters
  Score: Raw -1230536.886978 + Penalty 3004.980401 = -1227531.906576
  nChanged 435
		SP:Iteration 8Q (81840.880000 sec): 3 clusters
  Score: Raw -1230808.271067 + Penalty 3004.980401 = -1227803.290666
  nChanged 384
		SP:Iteration 9Q (81841.100000 sec): 3 clusters
  Score: Raw -1231045.286557 + Penalty 3004.980401 = -1228040.306156
  nChanged 338
		SP:Iteration 10Q (81841.330000 sec): 3 clusters
  Score: Raw -1231263.452604 + Penalty 3004.980401 = -1228258.472203
  nChanged 308
		SP:Iteration 11Q (81841.550000 sec): 3 clusters
  Score: Raw -1231490.016994 + Penalty 3004.980401 = -1228485.036593
  nChanged 289
		SP:Iteration 12Q (81841.730000 sec): 3 clusters
  Score: Raw -1231721.485702 + Penalty 3004.980401 = -1228716.505301
  nChanged 219
		SP:Iteration 13Q (81841.960000 sec): 3 clusters
  Score: Raw -1231905.339924 + Penalty 3004.980401 = -1228900.359523
  nChanged 168
		SP:Iteration 14Q (81842.230000 sec): 3 clusters
  Score: Raw -1232030.255446 + Penalty 3004.980401 = -1229025.275045
  nChanged 115
		SP:Iteration 15Q (81842.490000 sec): 3 clusters
  Score: Raw -1232120.824030 + Penalty 3004.980401 = -1229115.843629
  nChanged 84
		SP:Iteration 16Q (81842.750000 sec): 3 clusters
  Score: Raw -1232181.601610 + Penalty 3004.980401 = -1229176.621209
  nChanged 70
		SP:Iteration 17Q (81843.020000 sec): 3 clusters
  Score: Raw -1232243.742729 + Penalty 3004.980401 = -1229238.762328
  nChanged 70
		SP:Iteration 18Q (81843.240000 sec): 3 clusters
  Score: Raw -1232293.893889 + Penalty 3004.980401 = -1229288.913488
  nChanged 67
		SP:Iteration 19Q (81843.460000 sec): 3 clusters
  Score: Raw -1232340.753382 + Penalty 3004.980401 = -1229335.772981
  nChanged 49
		SP:Iteration 20F (81843.720000 sec): 3 clusters
  Score: Raw -1232393.119650 + Penalty 3004.980401 = -1229388.139249
  nChanged 50
		SP:Iteration 21Q (81843.900000 sec): 3 clusters
  Score: Raw -1232440.936375 + Penalty 3004.980401 = -1229435.955973
  nChanged 47
		SP:Iteration 22Q (81844.080000 sec): 3 clusters
  Score: Raw -1232480.866005 + Penalty 3004.980401 = -1229475.885604
  nChanged 35
		SP:Iteration 23Q (81844.300000 sec): 3 clusters
  Score: Raw -1232513.375419 + Penalty 3004.980401 = -1229508.395018
  nChanged 37
		SP:Iteration 24Q (81844.540000 sec): 3 clusters
  Score: Raw -1232541.570282 + Penalty 3004.980401 = -1229536.589881
  nChanged 29
		SP:Iteration 25Q (81844.800000 sec): 3 clusters
  Score: Raw -1232572.950063 + Penalty 3004.980401 = -1229567.969662
  nChanged 25
		SP:Iteration 26Q (81845.020000 sec): 3 clusters
  Score: Raw -1232596.123780 + Penalty 3004.980401 = -1229591.143379
  nChanged 25
		SP:Iteration 27Q (81845.200000 sec): 3 clusters
  Score: Raw -1232617.104679 + Penalty 3004.980401 = -1229612.124278
  nChanged 30
		SP:Iteration 28Q (81845.380000 sec): 3 clusters
  Score: Raw -1232647.657468 + Penalty 3004.980401 = -1229642.677067
  nChanged 19
		SP:Iteration 29Q (81845.560000 sec): 3 clusters
  Score: Raw -1232663.013310 + Penalty 3004.980401 = -1229658.032909
  nChanged 16
		SP:Iteration 30Q (81845.740000 sec): 3 clusters
  Score: Raw -1232675.118211 + Penalty 3004.980401 = -1229670.137810
  nChanged 14
		SP:Iteration 31Q (81845.920000 sec): 3 clusters
  Score: Raw -1232683.587819 + Penalty 3004.980401 = -1229678.607418
  nChanged 7
		SP:Iteration 32Q (81846.110000 sec): 3 clusters
  Score: Raw -1232687.506000 + Penalty 3004.980401 = -1229682.525599
  nChanged 4
		SP:Iteration 33Q (81846.230000 sec): 3 clusters
  Score: Raw -1232690.408817 + Penalty 3004.980401 = -1229685.428416
  nChanged 4
		SP:Iteration 34Q (81846.470000 sec): 3 clusters
  Score: Raw -1232691.940656 + Penalty 3004.980401 = -1229686.960254
  nChanged 2
		SP:Iteration 35Q (81846.730000 sec): 3 clusters
  Score: Raw -1232693.105006 + Penalty 3004.980401 = -1229688.124605
  nChanged 0
		SP:Iteration 36F (81846.990000 sec): 3 clusters
  Score: Raw -1232693.105006 + Penalty 3004.980401 = -1229688.124605
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 8 (12130 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (81847.130000 sec): 2 clusters
  Score: Raw -1465724.318541 + Penalty 1528.058513 = -1464196.260028
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (81847.370000 sec): 3 clusters
  Score: Raw -1458711.764956 + Penalty 3056.117026 = -1455655.647930
  nChanged 5318
		SP:Iteration 1F (81847.580000 sec): 3 clusters
  Score: Raw -1461587.744387 + Penalty 3056.117026 = -1458531.627361
  nChanged 705
		SP:Iteration 2F (81847.780000 sec): 3 clusters
  Score: Raw -1461872.595159 + Penalty 3056.117026 = -1458816.478133
  nChanged 616
		SP:Iteration 3F (81847.990000 sec): 3 clusters
  Score: Raw -1462146.344567 + Penalty 3056.117026 = -1459090.227541
  nChanged 614
		SP:Iteration 4F (81848.200000 sec): 3 clusters
  Score: Raw -1462425.235550 + Penalty 3056.117026 = -1459369.118524
  nChanged 590
		SP:Iteration 5Q (81848.400000 sec): 3 clusters
  Score: Raw -1462693.219091 + Penalty 3056.117026 = -1459637.102066
  nChanged 582
		SP:Iteration 6Q (81848.600000 sec): 3 clusters
  Score: Raw -1462996.514462 + Penalty 3056.117026 = -1459940.397436
  nChanged 617
		SP:Iteration 7F (81848.810000 sec): 3 clusters
  Score: Raw -1463366.098717 + Penalty 3056.117026 = -1460309.981691
  nChanged 658
		SP:Iteration 8F (81849.020000 sec): 3 clusters
  Score: Raw -1463796.980407 + Penalty 3056.117026 = -1460740.863382
  nChanged 631
		SP:Iteration 9F (81849.220000 sec): 3 clusters
  Score: Raw -1464235.071597 + Penalty 3056.117026 = -1461178.954572
  nChanged 554
		SP:Iteration 10Q (81849.430000 sec): 3 clusters
  Score: Raw -1464648.666848 + Penalty 3056.117026 = -1461592.549822
  nChanged 463
		SP:Iteration 11Q (81849.640000 sec): 3 clusters
  Score: Raw -1464993.750389 + Penalty 3056.117026 = -1461937.633363
  nChanged 344
		SP:Iteration 12Q (81849.840000 sec): 3 clusters
  Score: Raw -1465255.388526 + Penalty 3056.117026 = -1462199.271500
  nChanged 259
		SP:Iteration 13Q (81850.050000 sec): 3 clusters
  Score: Raw -1465467.931091 + Penalty 3056.117026 = -1462411.814065
  nChanged 181
		SP:Iteration 14Q (81850.260000 sec): 3 clusters
  Score: Raw -1465615.804566 + Penalty 3056.117026 = -1462559.687541
  nChanged 103
		SP:Iteration 15Q (81850.470000 sec): 3 clusters
  Score: Raw -1465704.785781 + Penalty 3056.117026 = -1462648.668755
  nChanged 66
		SP:Iteration 16Q (81850.670000 sec): 3 clusters
  Score: Raw -1465758.268252 + Penalty 3056.117026 = -1462702.151226
  nChanged 56
		SP:Iteration 17Q (81850.880000 sec): 3 clusters
  Score: Raw -1465811.291404 + Penalty 3056.117026 = -1462755.174378
  nChanged 35
		SP:Iteration 18Q (81851.080000 sec): 3 clusters
  Score: Raw -1465840.875790 + Penalty 3056.117026 = -1462784.758765
  nChanged 17
		SP:Iteration 19Q (81851.300000 sec): 3 clusters
  Score: Raw -1465853.022561 + Penalty 3056.117026 = -1462796.905536
  nChanged 10
		SP:Iteration 20F (81851.440000 sec): 3 clusters
  Score: Raw -1465861.172770 + Penalty 3056.117026 = -1462805.055744
  nChanged 10
		SP:Iteration 21Q (81851.640000 sec): 3 clusters
  Score: Raw -1465873.398319 + Penalty 3056.117026 = -1462817.281293
  nChanged 7
		SP:Iteration 22Q (81851.860000 sec): 3 clusters
  Score: Raw -1465880.308227 + Penalty 3056.117026 = -1462824.191201
  nChanged 4
		SP:Iteration 23Q (81852.070000 sec): 3 clusters
  Score: Raw -1465883.081755 + Penalty 3056.117026 = -1462826.964729
  nChanged 3
		SP:Iteration 24Q (81852.280000 sec): 3 clusters
  Score: Raw -1465884.823671 + Penalty 3056.117026 = -1462828.706645
  nChanged 3
		SP:Iteration 25Q (81852.540000 sec): 3 clusters
  Score: Raw -1465888.497854 + Penalty 3056.117026 = -1462832.380828
  nChanged 4
		SP:Iteration 26Q (81852.740000 sec): 3 clusters
  Score: Raw -1465892.506679 + Penalty 3056.117026 = -1462836.389653
  nChanged 6
		SP:Iteration 27Q (81852.950000 sec): 3 clusters
  Score: Raw -1465897.307506 + Penalty 3056.117026 = -1462841.190480
  nChanged 4
		SP:Iteration 28Q (81853.160000 sec): 3 clusters
  Score: Raw -1465903.392182 + Penalty 3056.117026 = -1462847.275157
  nChanged 3
		SP:Iteration 29Q (81853.360000 sec): 3 clusters
  Score: Raw -1465904.814090 + Penalty 3056.117026 = -1462848.697064
  nChanged 1
		SP:Iteration 30Q (81853.570000 sec): 3 clusters
  Score: Raw -1465905.806612 + Penalty 3056.117026 = -1462849.689587
  nChanged 0
		SP:Iteration 31F (81853.820000 sec): 3 clusters
  Score: Raw -1465905.806612 + Penalty 3056.117026 = -1462849.689587
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 9 (531 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (81853.910000 sec): 2 clusters
  Score: Raw -58420.657641 + Penalty 1019.648828 = -57401.008812
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (81854.080000 sec): 3 clusters
  Score: Raw -58413.180067 + Penalty 2039.297657 = -56373.882410
  nChanged 136
		SP:Iteration 1F (81854.260000 sec): 3 clusters
  Score: Raw -58776.764445 + Penalty 2039.297657 = -56737.466788
  nChanged 61
		SP:Iteration 2F (81854.440000 sec): 3 clusters
  Score: Raw -58952.525274 + Penalty 2039.297657 = -56913.227617
  nChanged 34
		SP:Iteration 3F (81854.610000 sec): 3 clusters
  Score: Raw -59061.007613 + Penalty 2039.297657 = -57021.709956
  nChanged 16
		SP:Iteration 4Q (81854.790000 sec): 3 clusters
  Score: Raw -59121.864084 + Penalty 2039.297657 = -57082.566427
  nChanged 12
		SP:Iteration 5Q (81854.960000 sec): 3 clusters
  Score: Raw -59143.047507 + Penalty 2039.297657 = -57103.749850
  nChanged 4
		SP:Iteration 6Q (81855.140000 sec): 3 clusters
  Score: Raw -59149.561106 + Penalty 2039.297657 = -57110.263449
  nChanged 3
		SP:Iteration 7Q (81855.310000 sec): 3 clusters
  Score: Raw -59152.756036 + Penalty 2039.297657 = -57113.458379
  nChanged 2
		SP:Iteration 8Q (81855.490000 sec): 3 clusters
  Score: Raw -59164.699006 + Penalty 2039.297657 = -57125.401349
  nChanged 2
		SP:Iteration 9Q (81855.660000 sec): 3 clusters
  Score: Raw -59174.612754 + Penalty 2039.297657 = -57135.315097
  nChanged 5
		SP:Iteration 10Q (81855.840000 sec): 3 clusters
  Score: Raw -59187.321986 + Penalty 2039.297657 = -57148.024329
  nChanged 3
		SP:Iteration 11Q (81856.020000 sec): 3 clusters
  Score: Raw -59190.524922 + Penalty 2039.297657 = -57151.227265
  nChanged 3
		SP:Iteration 12Q (81856.190000 sec): 3 clusters
  Score: Raw -59195.515606 + Penalty 2039.297657 = -57156.217949
  nChanged 1
		SP:Iteration 13Q (81856.370000 sec): 3 clusters
  Score: Raw -59196.658916 + Penalty 2039.297657 = -57157.361259
  nChanged 0
		SP:Iteration 14F (81856.540000 sec): 3 clusters
  Score: Raw -59196.658916 + Penalty 2039.297657 = -57157.361259
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 10 (8354 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (81856.680000 sec): 2 clusters
  Score: Raw -952504.351365 + Penalty 1467.455559 = -951036.895806
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (81856.890000 sec): 3 clusters
  Score: Raw -947820.627105 + Penalty 2934.911117 = -944885.715988
  nChanged 3606
		SP:Iteration 1F (81857.090000 sec): 3 clusters
  Score: Raw -949905.329288 + Penalty 2934.911117 = -946970.418171
  nChanged 642
		SP:Iteration 2F (81857.280000 sec): 3 clusters
  Score: Raw -950306.446115 + Penalty 2934.911117 = -947371.534998
  nChanged 570
		SP:Iteration 3F (81857.480000 sec): 3 clusters
  Score: Raw -950648.216881 + Penalty 2934.911117 = -947713.305764
  nChanged 478
		SP:Iteration 4F (81857.670000 sec): 3 clusters
  Score: Raw -950921.224389 + Penalty 2934.911117 = -947986.313272
  nChanged 411
		SP:Iteration 5Q (81857.910000 sec): 3 clusters
  Score: Raw -951170.015110 + Penalty 2934.911117 = -948235.103993
  nChanged 377
		SP:Iteration 6Q (81858.100000 sec): 3 clusters
  Score: Raw -951399.578422 + Penalty 2934.911117 = -948464.667305
  nChanged 376
		SP:Iteration 7Q (81858.300000 sec): 3 clusters
  Score: Raw -951621.264023 + Penalty 2934.911117 = -948686.352905
  nChanged 325
		SP:Iteration 8Q (81858.500000 sec): 3 clusters
  Score: Raw -951808.592292 + Penalty 2934.911117 = -948873.681175
  nChanged 292
		SP:Iteration 9Q (81858.700000 sec): 3 clusters
  Score: Raw -951964.976115 + Penalty 2934.911117 = -949030.064997
  nChanged 227
		SP:Iteration 10Q (81858.890000 sec): 3 clusters
  Score: Raw -952088.474800 + Penalty 2934.911117 = -949153.563683
  nChanged 211
		SP:Iteration 11Q (81859.080000 sec): 3 clusters
  Score: Raw -952184.900328 + Penalty 2934.911117 = -949249.989211
  nChanged 156
		SP:Iteration 12Q (81859.270000 sec): 3 clusters
  Score: Raw -952262.720919 + Penalty 2934.911117 = -949327.809802
  nChanged 150
		SP:Iteration 13Q (81859.470000 sec): 3 clusters
  Score: Raw -952329.477268 + Penalty 2934.911117 = -949394.566151
  nChanged 128
		SP:Iteration 14Q (81859.660000 sec): 3 clusters
  Score: Raw -952385.706852 + Penalty 2934.911117 = -949450.795735
  nChanged 113
		SP:Iteration 15Q (81859.850000 sec): 3 clusters
  Score: Raw -952434.242146 + Penalty 2934.911117 = -949499.331029
  nChanged 98
		SP:Iteration 16Q (81860.050000 sec): 3 clusters
  Score: Raw -952474.738086 + Penalty 2934.911117 = -949539.826969
  nChanged 87
		SP:Iteration 17Q (81860.240000 sec): 3 clusters
  Score: Raw -952521.062330 + Penalty 2934.911117 = -949586.151213
  nChanged 83
		SP:Iteration 18Q (81860.430000 sec): 3 clusters
  Score: Raw -952561.273883 + Penalty 2934.911117 = -949626.362766
  nChanged 76
		SP:Iteration 19Q (81860.630000 sec): 3 clusters
  Score: Raw -952592.944421 + Penalty 2934.911117 = -949658.033304
  nChanged 72
		SP:Iteration 20F (81860.820000 sec): 3 clusters
  Score: Raw -952624.360270 + Penalty 2934.911117 = -949689.449153
  nChanged 71
		SP:Iteration 21Q (81861.010000 sec): 3 clusters
  Score: Raw -952653.944987 + Penalty 2934.911117 = -949719.033869
  nChanged 66
		SP:Iteration 22Q (81861.210000 sec): 3 clusters
  Score: Raw -952684.128226 + Penalty 2934.911117 = -949749.217109
  nChanged 67
		SP:Iteration 23Q (81861.400000 sec): 3 clusters
  Score: Raw -952714.663697 + Penalty 2934.911117 = -949779.752579
  nChanged 76
		SP:Iteration 24Q (81861.590000 sec): 3 clusters
  Score: Raw -952746.630177 + Penalty 2934.911117 = -949811.719060
  nChanged 71
		SP:Iteration 25Q (81861.790000 sec): 3 clusters
  Score: Raw -952774.724176 + Penalty 2934.911117 = -949839.813059
  nChanged 56
		SP:Iteration 26Q (81861.980000 sec): 3 clusters
  Score: Raw -952799.411619 + Penalty 2934.911117 = -949864.500502
  nChanged 58
		SP:Iteration 27Q (81862.170000 sec): 3 clusters
  Score: Raw -952823.125871 + Penalty 2934.911117 = -949888.214754
  nChanged 48
		SP:Iteration 28Q (81862.370000 sec): 3 clusters
  Score: Raw -952843.071357 + Penalty 2934.911117 = -949908.160240
  nChanged 48
		SP:Iteration 29Q (81862.570000 sec): 3 clusters
  Score: Raw -952865.853522 + Penalty 2934.911117 = -949930.942405
  nChanged 47
		SP:Iteration 30Q (81862.760000 sec): 3 clusters
  Score: Raw -952886.049472 + Penalty 2934.911117 = -949951.138355
  nChanged 36
		SP:Iteration 31Q (81862.950000 sec): 3 clusters
  Score: Raw -952901.115858 + Penalty 2934.911117 = -949966.204741
  nChanged 34
		SP:Iteration 32Q (81863.150000 sec): 3 clusters
  Score: Raw -952911.401612 + Penalty 2934.911117 = -949976.490495
  nChanged 29
		SP:Iteration 33Q (81863.330000 sec): 3 clusters
  Score: Raw -952919.128848 + Penalty 2934.911117 = -949984.217731
  nChanged 18
		SP:Iteration 34Q (81863.450000 sec): 3 clusters
  Score: Raw -952923.576905 + Penalty 2934.911117 = -949988.665788
  nChanged 20
		SP:Iteration 35Q (81863.570000 sec): 3 clusters
  Score: Raw -952932.425152 + Penalty 2934.911117 = -949997.514035
  nChanged 19
		SP:Iteration 36Q (81863.770000 sec): 3 clusters
  Score: Raw -952939.527594 + Penalty 2934.911117 = -950004.616477
  nChanged 18
		SP:Iteration 37Q (81863.970000 sec): 3 clusters
  Score: Raw -952944.859041 + Penalty 2934.911117 = -950009.947924
  nChanged 11
		SP:Iteration 38Q (81864.160000 sec): 3 clusters
  Score: Raw -952948.444134 + Penalty 2934.911117 = -950013.533016
  nChanged 9
		SP:Iteration 39Q (81864.350000 sec): 3 clusters
  Score: Raw -952951.740676 + Penalty 2934.911117 = -950016.829559
  nChanged 8
		SP:Iteration 40F (81864.550000 sec): 3 clusters
  Score: Raw -952954.313927 + Penalty 2934.911117 = -950019.402810
  nChanged 10
		SP:Iteration 41Q (81864.740000 sec): 3 clusters
  Score: Raw -952958.152884 + Penalty 2934.911117 = -950023.241767
  nChanged 5
		SP:Iteration 42Q (81864.870000 sec): 3 clusters
  Score: Raw -952958.771283 + Penalty 2934.911117 = -950023.860166
  nChanged 1
		SP:Iteration 43Q (81865.050000 sec): 3 clusters
  Score: Raw -952959.164248 + Penalty 2934.911117 = -950024.253131
  nChanged 2
		SP:Iteration 44Q (81865.250000 sec): 3 clusters
  Score: Raw -952959.471194 + Penalty 2934.911117 = -950024.560077
  nChanged 0
		SP:Iteration 45F (81865.450000 sec): 3 clusters
  Score: Raw -952959.471194 + Penalty 2934.911117 = -950024.560077
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 11 (915 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (81865.510000 sec): 2 clusters
  Score: Raw -105689.734842 + Penalty 1108.075161 = -104581.659681
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (81865.680000 sec): 3 clusters
  Score: Raw -105476.852743 + Penalty 2216.150321 = -103260.702422
  nChanged 259
		SP:Iteration 1F (81865.860000 sec): 3 clusters
  Score: Raw -105734.043868 + Penalty 2216.150321 = -103517.893547
  nChanged 73
		SP:Iteration 2F (81866.030000 sec): 3 clusters
  Score: Raw -105836.299777 + Penalty 2216.150321 = -103620.149455
  nChanged 45
		SP:Iteration 3Q (81866.210000 sec): 3 clusters
  Score: Raw -105911.185981 + Penalty 2216.150321 = -103695.035660
  nChanged 43
		SP:Iteration 4Q (81866.380000 sec): 3 clusters
  Score: Raw -105980.202143 + Penalty 2216.150321 = -103764.051822
  nChanged 43
		SP:Iteration 5Q (81866.560000 sec): 3 clusters
  Score: Raw -106034.908288 + Penalty 2216.150321 = -103818.757967
  nChanged 33
		SP:Iteration 6Q (81866.730000 sec): 3 clusters
  Score: Raw -106067.138812 + Penalty 2216.150321 = -103850.988491
  nChanged 24
		SP:Iteration 7Q (81866.910000 sec): 3 clusters
  Score: Raw -106090.718680 + Penalty 2216.150321 = -103874.568358
  nChanged 15
		SP:Iteration 8Q (81867.090000 sec): 3 clusters
  Score: Raw -106113.668755 + Penalty 2216.150321 = -103897.518434
  nChanged 14
		SP:Iteration 9Q (81867.260000 sec): 3 clusters
  Score: Raw -106133.921089 + Penalty 2216.150321 = -103917.770767
  nChanged 16
		SP:Iteration 10Q (81867.440000 sec): 3 clusters
  Score: Raw -106148.553704 + Penalty 2216.150321 = -103932.403382
  nChanged 10
		SP:Iteration 11Q (81867.610000 sec): 3 clusters
  Score: Raw -106158.964250 + Penalty 2216.150321 = -103942.813929
  nChanged 12
		SP:Iteration 12Q (81867.790000 sec): 3 clusters
  Score: Raw -106168.726531 + Penalty 2216.150321 = -103952.576210
  nChanged 11
		SP:Iteration 13Q (81867.970000 sec): 3 clusters
  Score: Raw -106176.774686 + Penalty 2216.150321 = -103960.624365
  nChanged 7
		SP:Iteration 14Q (81868.140000 sec): 3 clusters
  Score: Raw -106184.835912 + Penalty 2216.150321 = -103968.685591
  nChanged 6
		SP:Iteration 15Q (81868.320000 sec): 3 clusters
  Score: Raw -106193.821626 + Penalty 2216.150321 = -103977.671305
  nChanged 6
		SP:Iteration 16Q (81868.490000 sec): 3 clusters
  Score: Raw -106203.622622 + Penalty 2216.150321 = -103987.472301
  nChanged 4
		SP:Iteration 17Q (81868.540000 sec): 3 clusters
  Score: Raw -106210.014672 + Penalty 2216.150321 = -103993.864351
  nChanged 2
		SP:Iteration 18Q (81868.560000 sec): 3 clusters
  Score: Raw -106217.018030 + Penalty 2216.150321 = -104000.867709
  nChanged 2
		SP:Iteration 19Q (81868.580000 sec): 3 clusters
  Score: Raw -106219.463880 + Penalty 2216.150321 = -104003.313559
  nChanged 1
		SP:Iteration 20F (81868.600000 sec): 3 clusters
  Score: Raw -106219.910129 + Penalty 2216.150321 = -104003.759807
  nChanged 2
		SP:Iteration 21Q (81868.630000 sec): 3 clusters
  Score: Raw -106221.683138 + Penalty 2216.150321 = -104005.532817
  nChanged 0
		SP:Iteration 22F (81868.650000 sec): 3 clusters
  Score: Raw -106221.683138 + Penalty 2216.150321 = -104005.532817
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 12 (502 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (81868.690000 sec): 2 clusters
  Score: Raw -60916.023429 + Penalty 1010.522519 = -59905.500909
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (81868.710000 sec): 3 clusters
  Score: Raw -60868.059342 + Penalty 2021.045039 = -58847.014303
  nChanged 102
		SP:Iteration 1F (81868.730000 sec): 3 clusters
  Score: Raw -60997.608416 + Penalty 2021.045039 = -58976.563377
  nChanged 19
		SP:Iteration 2Q (81868.740000 sec): 3 clusters
  Score: Raw -61031.250925 + Penalty 2021.045039 = -59010.205886
  nChanged 15
		SP:Iteration 3Q (81868.760000 sec): 3 clusters
  Score: Raw -61048.863923 + Penalty 2021.045039 = -59027.818884
  nChanged 5
		SP:Iteration 4Q (81868.770000 sec): 3 clusters
  Score: Raw -61053.929880 + Penalty 2021.045039 = -59032.884842
  nChanged 1
		SP:Iteration 5Q (81868.790000 sec): 3 clusters
  Score: Raw -61055.176165 + Penalty 2021.045039 = -59034.131126
  nChanged 2
		SP:Iteration 6Q (81868.810000 sec): 3 clusters
  Score: Raw -61060.132215 + Penalty 2021.045039 = -59039.087176
  nChanged 1
		SP:Iteration 7Q (81868.820000 sec): 3 clusters
  Score: Raw -61061.700244 + Penalty 2021.045039 = -59040.655205
  nChanged 2
		SP:Iteration 8Q (81868.840000 sec): 3 clusters
  Score: Raw -61065.442986 + Penalty 2021.045039 = -59044.397947
  nChanged 2
		SP:Iteration 9Q (81868.850000 sec): 3 clusters
  Score: Raw -61066.579198 + Penalty 2021.045039 = -59045.534160
  nChanged 1
		SP:Iteration 10Q (81868.870000 sec): 3 clusters
  Score: Raw -61068.091936 + Penalty 2021.045039 = -59047.046897
  nChanged 0
		SP:Iteration 11F (81868.880000 sec): 3 clusters
  Score: Raw -61068.091936 + Penalty 2021.045039 = -59047.046897
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 13 (553 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (81868.930000 sec): 2 clusters
  Score: Raw -67829.573166 + Penalty 1026.245675 = -66803.327491
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (81868.950000 sec): 3 clusters
  Score: Raw -67711.801354 + Penalty 2052.491350 = -65659.310003
  nChanged 129
		SP:Iteration 1F (81868.960000 sec): 3 clusters
  Score: Raw -67854.249750 + Penalty 2052.491350 = -65801.758399
  nChanged 39
		SP:Iteration 2F (81868.980000 sec): 3 clusters
  Score: Raw -67909.289226 + Penalty 2052.491350 = -65856.797875
  nChanged 13
		SP:Iteration 3Q (81868.990000 sec): 3 clusters
  Score: Raw -67924.748154 + Penalty 2052.491350 = -65872.256804
  nChanged 9
		SP:Iteration 4Q (81869.010000 sec): 3 clusters
  Score: Raw -67934.346099 + Penalty 2052.491350 = -65881.854748
  nChanged 3
		SP:Iteration 5Q (81869.030000 sec): 3 clusters
  Score: Raw -67938.585681 + Penalty 2052.491350 = -65886.094330
  nChanged 3
		SP:Iteration 6Q (81869.040000 sec): 3 clusters
  Score: Raw -67941.322598 + Penalty 2052.491350 = -65888.831247
  nChanged 0
		SP:Iteration 7F (81869.060000 sec): 3 clusters
  Score: Raw -67941.322598 + Penalty 2052.491350 = -65888.831247
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 14 (322 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (81869.090000 sec): 2 clusters
  Score: Raw -34931.345931 + Penalty 938.364626 = -33992.981305
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (81869.100000 sec): 3 clusters
  Score: Raw -34998.562437 + Penalty 1876.729252 = -33121.833184
  nChanged 74
		SP:Iteration 1F (81869.110000 sec): 3 clusters
  Score: Raw -35209.322639 + Penalty 1876.729252 = -33332.593387
  nChanged 29
		SP:Iteration 2F (81869.120000 sec): 3 clusters
  Score: Raw -35316.392470 + Penalty 1876.729252 = -33439.663218
  nChanged 21
		SP:Iteration 3F (81869.130000 sec): 3 clusters
  Score: Raw -35410.266170 + Penalty 1876.729252 = -33533.536918
  nChanged 13
		SP:Iteration 4Q (81869.130000 sec): 3 clusters
  Score: Raw -35462.161347 + Penalty 1876.729252 = -33585.432095
  nChanged 12
		SP:Iteration 5Q (81869.140000 sec): 3 clusters
  Score: Raw -35494.868299 + Penalty 1876.729252 = -33618.139046
  nChanged 6
		SP:Iteration 6Q (81869.150000 sec): 3 clusters
  Score: Raw -35527.738093 + Penalty 1876.729252 = -33651.008841
  nChanged 3
		SP:Iteration 7Q (81869.160000 sec): 3 clusters
  Score: Raw -35566.505803 + Penalty 1876.729252 = -33689.776551
  nChanged 4
		SP:Iteration 8Q (81869.170000 sec): 3 clusters
  Score: Raw -35584.507772 + Penalty 1876.729252 = -33707.778520
  nChanged 2
		SP:Iteration 9Q (81869.170000 sec): 3 clusters
  Score: Raw -35608.558139 + Penalty 1876.729252 = -33731.828887
  nChanged 2
		SP:Iteration 10Q (81869.180000 sec): 3 clusters
  Score: Raw -35621.539847 + Penalty 1876.729252 = -33744.810595
  nChanged 1
		SP:Iteration 11Q (81869.190000 sec): 3 clusters
  Score: Raw -35636.145933 + Penalty 1876.729252 = -33759.416681
  nChanged 0
		SP:Iteration 12F (81869.200000 sec): 3 clusters
  Score: Raw -35636.145933 + Penalty 1876.729252 = -33759.416681
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 15 (5270 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (81869.320000 sec): 2 clusters
  Score: Raw -639379.183383 + Penalty 1392.590167 = -637986.593216
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (81869.490000 sec): 3 clusters
  Score: Raw -636636.695668 + Penalty 2785.180333 = -633851.515334
  nChanged 2165
		SP:Iteration 1F (81869.670000 sec): 3 clusters
  Score: Raw -637791.297244 + Penalty 2785.180333 = -635006.116910
  nChanged 362
		SP:Iteration 2F (81869.840000 sec): 3 clusters
  Score: Raw -637978.109504 + Penalty 2785.180333 = -635192.929170
  nChanged 249
		SP:Iteration 3Q (81870.010000 sec): 3 clusters
  Score: Raw -638088.616750 + Penalty 2785.180333 = -635303.436416
  nChanged 200
		SP:Iteration 4Q (81870.190000 sec): 3 clusters
  Score: Raw -638169.536012 + Penalty 2785.180333 = -635384.355679
  nChanged 154
		SP:Iteration 5Q (81870.360000 sec): 3 clusters
  Score: Raw -638234.645570 + Penalty 2785.180333 = -635449.465236
  nChanged 155
		SP:Iteration 6Q (81870.450000 sec): 3 clusters
  Score: Raw -638301.548887 + Penalty 2785.180333 = -635516.368554
  nChanged 145
		SP:Iteration 7Q (81870.560000 sec): 3 clusters
  Score: Raw -638373.815788 + Penalty 2785.180333 = -635588.635455
  nChanged 137
		SP:Iteration 8Q (81870.660000 sec): 3 clusters
  Score: Raw -638448.293319 + Penalty 2785.180333 = -635663.112985
  nChanged 162
		SP:Iteration 9Q (81870.840000 sec): 3 clusters
  Score: Raw -638535.445656 + Penalty 2785.180333 = -635750.265322
  nChanged 188
		SP:Iteration 10Q (81871.060000 sec): 3 clusters
  Score: Raw -638637.515058 + Penalty 2785.180333 = -635852.334725
  nChanged 186
		SP:Iteration 11Q (81871.200000 sec): 3 clusters
  Score: Raw -638751.684816 + Penalty 2785.180333 = -635966.504483
  nChanged 212
		SP:Iteration 12Q (81871.370000 sec): 3 clusters
  Score: Raw -638901.579400 + Penalty 2785.180333 = -636116.399067
  nChanged 260
		SP:Iteration 13Q (81871.550000 sec): 3 clusters
  Score: Raw -639113.915815 + Penalty 2785.180333 = -636328.735482
  nChanged 258
		SP:Iteration 14Q (81871.720000 sec): 3 clusters
  Score: Raw -639327.027415 + Penalty 2785.180333 = -636541.847081
  nChanged 195
		SP:Iteration 15Q (81871.890000 sec): 3 clusters
  Score: Raw -639467.655446 + Penalty 2785.180333 = -636682.475112
  nChanged 137
		SP:Iteration 16Q (81872.070000 sec): 3 clusters
  Score: Raw -639541.227581 + Penalty 2785.180333 = -636756.047247
  nChanged 98
		SP:Iteration 17Q (81872.240000 sec): 3 clusters
  Score: Raw -639593.623397 + Penalty 2785.180333 = -636808.443063
  nChanged 74
		SP:Iteration 18Q (81872.410000 sec): 3 clusters
  Score: Raw -639632.281987 + Penalty 2785.180333 = -636847.101653
  nChanged 48
		SP:Iteration 19Q (81872.590000 sec): 3 clusters
  Score: Raw -639651.495015 + Penalty 2785.180333 = -636866.314682
  nChanged 33
		SP:Iteration 20F (81872.760000 sec): 3 clusters
  Score: Raw -639663.270340 + Penalty 2785.180333 = -636878.090006
  nChanged 35
		SP:Iteration 21Q (81872.930000 sec): 3 clusters
  Score: Raw -639675.066976 + Penalty 2785.180333 = -636889.886643
  nChanged 28
		SP:Iteration 22Q (81873.110000 sec): 3 clusters
  Score: Raw -639686.011713 + Penalty 2785.180333 = -636900.831380
  nChanged 31
		SP:Iteration 23Q (81873.280000 sec): 3 clusters
  Score: Raw -639699.928401 + Penalty 2785.180333 = -636914.748068
  nChanged 37
		SP:Iteration 24Q (81873.450000 sec): 3 clusters
  Score: Raw -639717.072181 + Penalty 2785.180333 = -636931.891847
  nChanged 32
		SP:Iteration 25Q (81873.630000 sec): 3 clusters
  Score: Raw -639725.807846 + Penalty 2785.180333 = -636940.627513
  nChanged 23
		SP:Iteration 26Q (81873.800000 sec): 3 clusters
  Score: Raw -639731.554264 + Penalty 2785.180333 = -636946.373930
  nChanged 21
		SP:Iteration 27Q (81873.970000 sec): 3 clusters
  Score: Raw -639737.720498 + Penalty 2785.180333 = -636952.540165
  nChanged 16
		SP:Iteration 28Q (81874.150000 sec): 3 clusters
  Score: Raw -639742.072076 + Penalty 2785.180333 = -636956.891742
  nChanged 13
		SP:Iteration 29Q (81874.320000 sec): 3 clusters
  Score: Raw -639745.797199 + Penalty 2785.180333 = -636960.616866
  nChanged 14
		SP:Iteration 30Q (81874.490000 sec): 3 clusters
  Score: Raw -639750.179389 + Penalty 2785.180333 = -636964.999056
  nChanged 17
		SP:Iteration 31Q (81874.670000 sec): 3 clusters
  Score: Raw -639755.660699 + Penalty 2785.180333 = -636970.480366
  nChanged 17
		SP:Iteration 32Q (81874.840000 sec): 3 clusters
  Score: Raw -639761.983182 + Penalty 2785.180333 = -636976.802849
  nChanged 23
		SP:Iteration 33Q (81875.030000 sec): 3 clusters
  Score: Raw -639772.053237 + Penalty 2785.180333 = -636986.872904
  nChanged 27
		SP:Iteration 34Q (81875.230000 sec): 3 clusters
  Score: Raw -639784.974784 + Penalty 2785.180333 = -636999.794451
  nChanged 44
		SP:Iteration 35Q (81875.400000 sec): 3 clusters
  Score: Raw -639810.683550 + Penalty 2785.180333 = -637025.503217
  nChanged 61
		SP:Iteration 36Q (81875.570000 sec): 3 clusters
  Score: Raw -639843.225667 + Penalty 2785.180333 = -637058.045334
  nChanged 55
		SP:Iteration 37Q (81875.750000 sec): 3 clusters
  Score: Raw -639872.793503 + Penalty 2785.180333 = -637087.613169
  nChanged 56
		SP:Iteration 38Q (81875.920000 sec): 3 clusters
  Score: Raw -639901.854318 + Penalty 2785.180333 = -637116.673985
  nChanged 63
		SP:Iteration 39Q (81876.090000 sec): 3 clusters
  Score: Raw -639929.970014 + Penalty 2785.180333 = -637144.789681
  nChanged 52
		SP:Iteration 40F (81876.270000 sec): 3 clusters
  Score: Raw -639951.861703 + Penalty 2785.180333 = -637166.681370
  nChanged 50
		SP:Iteration 41Q (81876.440000 sec): 3 clusters
  Score: Raw -639973.641749 + Penalty 2785.180333 = -637188.461415
  nChanged 43
		SP:Iteration 42Q (81876.610000 sec): 3 clusters
  Score: Raw -639991.568820 + Penalty 2785.180333 = -637206.388487
  nChanged 39
		SP:Iteration 43Q (81876.790000 sec): 3 clusters
  Score: Raw -640008.816446 + Penalty 2785.180333 = -637223.636112
  nChanged 45
		SP:Iteration 44Q (81876.960000 sec): 3 clusters
  Score: Raw -640029.047547 + Penalty 2785.180333 = -637243.867214
  nChanged 34
		SP:Iteration 45Q (81877.130000 sec): 3 clusters
  Score: Raw -640041.534359 + Penalty 2785.180333 = -637256.354026
  nChanged 29
		SP:Iteration 46Q (81877.310000 sec): 3 clusters
  Score: Raw -640051.475680 + Penalty 2785.180333 = -637266.295346
  nChanged 36
		SP:Iteration 47Q (81877.480000 sec): 3 clusters
  Score: Raw -640063.774988 + Penalty 2785.180333 = -637278.594655
  nChanged 34
		SP:Iteration 48Q (81877.650000 sec): 3 clusters
  Score: Raw -640072.582440 + Penalty 2785.180333 = -637287.402107
  nChanged 20
		SP:Iteration 49Q (81877.830000 sec): 3 clusters
  Score: Raw -640078.034009 + Penalty 2785.180333 = -637292.853676
  nChanged 15
		SP:Iteration 50Q (81878.050000 sec): 3 clusters
  Score: Raw -640081.715329 + Penalty 2785.180333 = -637296.534995
  nChanged 13
		SP:Iteration 51Q (81878.190000 sec): 3 clusters
  Score: Raw -640085.277054 + Penalty 2785.180333 = -637300.096721
  nChanged 11
		SP:Iteration 52Q (81878.360000 sec): 3 clusters
  Score: Raw -640088.847161 + Penalty 2785.180333 = -637303.666828
  nChanged 10
		SP:Iteration 53Q (81878.530000 sec): 3 clusters
  Score: Raw -640091.140306 + Penalty 2785.180333 = -637305.959973
  nChanged 11
		SP:Iteration 54Q (81878.710000 sec): 3 clusters
  Score: Raw -640094.067826 + Penalty 2785.180333 = -637308.887493
  nChanged 11
		SP:Iteration 55Q (81878.880000 sec): 3 clusters
  Score: Raw -640096.422567 + Penalty 2785.180333 = -637311.242233
  nChanged 8
		SP:Iteration 56Q (81879.050000 sec): 3 clusters
  Score: Raw -640098.527236 + Penalty 2785.180333 = -637313.346902
  nChanged 11
		SP:Iteration 57Q (81879.250000 sec): 3 clusters
  Score: Raw -640100.736613 + Penalty 2785.180333 = -637315.556279
  nChanged 4
		SP:Iteration 58Q (81879.440000 sec): 3 clusters
  Score: Raw -640101.472746 + Penalty 2785.180333 = -637316.292412
  nChanged 3
		SP:Iteration 59Q (81879.620000 sec): 3 clusters
  Score: Raw -640102.099148 + Penalty 2785.180333 = -637316.918814
  nChanged 4
		SP:Iteration 60F (81879.790000 sec): 3 clusters
  Score: Raw -640103.112346 + Penalty 2785.180333 = -637317.932013
  nChanged 2
		SP:Iteration 61Q (81879.960000 sec): 3 clusters
  Score: Raw -640103.538070 + Penalty 2785.180333 = -637318.357737
  nChanged 4
		SP:Iteration 62Q (81880.140000 sec): 3 clusters
  Score: Raw -640103.924836 + Penalty 2785.180333 = -637318.744503
  nChanged 2
		SP:Iteration 63Q (81880.310000 sec): 3 clusters
  Score: Raw -640104.144558 + Penalty 2785.180333 = -637318.964225
  nChanged 1
		SP:Iteration 64Q (81880.480000 sec): 3 clusters
  Score: Raw -640104.279072 + Penalty 2785.180333 = -637319.098739
  nChanged 1
		SP:Iteration 65Q (81880.660000 sec): 3 clusters
  Score: Raw -640104.373583 + Penalty 2785.180333 = -637319.193249
  nChanged 1
		SP:Iteration 66Q (81880.830000 sec): 3 clusters
  Score: Raw -640104.416939 + Penalty 2785.180333 = -637319.236605
  nChanged 0
		SP:Iteration 67F (81881.010000 sec): 3 clusters
  Score: Raw -640104.416939 + Penalty 2785.180333 = -637319.236605
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 16 (348957 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (81882.880000 sec): 2 clusters
  Score: Raw -42806671.317913 + Penalty 2073.939397 = -42804597.378515
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (81885.710000 sec): 3 clusters
  Score: Raw -42572705.277616 + Penalty 4147.878795 = -42568557.398821
  nChanged 170721
		SP:Iteration 1F (81888.500000 sec): 3 clusters
  Score: Raw -42675259.807751 + Penalty 4147.878795 = -42671111.928956
  nChanged 9132
		SP:Iteration 2Q (81891.490000 sec): 3 clusters
  Score: Raw -42677125.206899 + Penalty 4147.878795 = -42672977.328104
  nChanged 10043
		SP:Iteration 3Q (81894.480000 sec): 3 clusters
  Score: Raw -42679511.311713 + Penalty 4147.878795 = -42675363.432918
  nChanged 11892
		SP:Iteration 4Q (81897.470000 sec): 3 clusters
  Score: Raw -42682826.488915 + Penalty 4147.878795 = -42678678.610120
  nChanged 14109
		SP:Iteration 5Q (81900.440000 sec): 3 clusters
  Score: Raw -42687526.017875 + Penalty 4147.878795 = -42683378.139080
  nChanged 16909
		SP:Iteration 6Q (81903.430000 sec): 3 clusters
  Score: Raw -42694179.507354 + Penalty 4147.878795 = -42690031.628559
  nChanged 19416
		SP:Iteration 7F (81906.220000 sec): 3 clusters
  Score: Raw -42703030.334292 + Penalty 4147.878795 = -42698882.455497
  nChanged 21072
		SP:Iteration 8F (81909.000000 sec): 3 clusters
  Score: Raw -42713517.000966 + Penalty 4147.878795 = -42709369.122171
  nChanged 21377
		SP:Iteration 9F (81911.820000 sec): 3 clusters
  Score: Raw -42725089.305997 + Penalty 4147.878795 = -42720941.427202
  nChanged 20584
		SP:Iteration 10F (81914.620000 sec): 3 clusters
  Score: Raw -42736992.666459 + Penalty 4147.878795 = -42732844.787664
  nChanged 19734
		SP:Iteration 11F (81917.420000 sec): 3 clusters
  Score: Raw -42749565.282503 + Penalty 4147.878795 = -42745417.403708
  nChanged 18891
		SP:Iteration 12F (81920.160000 sec): 3 clusters
  Score: Raw -42763318.703536 + Penalty 4147.878795 = -42759170.824741
  nChanged 17559
		SP:Iteration 13F (81922.870000 sec): 3 clusters
  Score: Raw -42778374.408451 + Penalty 4147.878795 = -42774226.529656
  nChanged 14459
		SP:Iteration 14Q (81925.820000 sec): 3 clusters
  Score: Raw -42792207.978236 + Penalty 4147.878795 = -42788060.099441
  nChanged 9020
		SP:Iteration 15Q (81928.610000 sec): 3 clusters
  Score: Raw -42800851.176964 + Penalty 4147.878795 = -42796703.298169
  nChanged 4200
		SP:Iteration 16Q (81931.120000 sec): 3 clusters
  Score: Raw -42804606.752823 + Penalty 4147.878795 = -42800458.874028
  nChanged 1681
		SP:Iteration 17Q (81933.670000 sec): 3 clusters
  Score: Raw -42806022.571907 + Penalty 4147.878795 = -42801874.693112
  nChanged 668
		SP:Iteration 18Q (81936.110000 sec): 3 clusters
  Score: Raw -42806575.401414 + Penalty 4147.878795 = -42802427.522619
  nChanged 272
		SP:Iteration 19Q (81938.570000 sec): 3 clusters
  Score: Raw -42806798.969632 + Penalty 4147.878795 = -42802651.090837
  nChanged 137
		SP:Iteration 20F (81941.290000 sec): 3 clusters
  Score: Raw -42806910.186246 + Penalty 4147.878795 = -42802762.307451
  nChanged 62
		SP:Iteration 21Q (81943.750000 sec): 3 clusters
  Score: Raw -42806964.204338 + Penalty 4147.878795 = -42802816.325543
  nChanged 39
		SP:Iteration 22Q (81946.220000 sec): 3 clusters
  Score: Raw -42806994.738354 + Penalty 4147.878795 = -42802846.859559
  nChanged 27
		SP:Iteration 23Q (81948.700000 sec): 3 clusters
  Score: Raw -42807018.650160 + Penalty 4147.878795 = -42802870.771365
  nChanged 25
		SP:Iteration 24Q (81951.110000 sec): 3 clusters
  Score: Raw -42807042.506814 + Penalty 4147.878795 = -42802894.628019
  nChanged 13
		SP:Iteration 25Q (81953.590000 sec): 3 clusters
  Score: Raw -42807050.030980 + Penalty 4147.878795 = -42802902.152185
  nChanged 6
		SP:Iteration 26Q (81956.040000 sec): 3 clusters
  Score: Raw -42807054.923068 + Penalty 4147.878795 = -42802907.044274
  nChanged 5
		SP:Iteration 27Q (81958.520000 sec): 3 clusters
  Score: Raw -42807059.300159 + Penalty 4147.878795 = -42802911.421364
  nChanged 7
		SP:Iteration 28Q (81960.950000 sec): 3 clusters
  Score: Raw -42807063.218805 + Penalty 4147.878795 = -42802915.340010
  nChanged 6
		SP:Iteration 29Q (81963.420000 sec): 3 clusters
  Score: Raw -42807068.227704 + Penalty 4147.878795 = -42802920.348909
  nChanged 5
		SP:Iteration 30Q (81965.880000 sec): 3 clusters
  Score: Raw -42807071.470045 + Penalty 4147.878795 = -42802923.591250
  nChanged 5
		SP:Iteration 31Q (81968.370000 sec): 3 clusters
  Score: Raw -42807074.406046 + Penalty 4147.878795 = -42802926.527251
  nChanged 2
		SP:Iteration 32Q (81970.820000 sec): 3 clusters
  Score: Raw -42807075.646066 + Penalty 4147.878795 = -42802927.767271
  nChanged 2
		SP:Iteration 33Q (81973.300000 sec): 3 clusters
  Score: Raw -42807077.137128 + Penalty 4147.878795 = -42802929.258333
  nChanged 0
		SP:Iteration 34F (81975.990000 sec): 3 clusters
  Score: Raw -42807077.137128 + Penalty 4147.878795 = -42802929.258333
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 17 (22754 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (81976.230000 sec): 2 clusters
  Score: Raw -2833353.707023 + Penalty 1630.280638 = -2831723.426385
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (81976.530000 sec): 3 clusters
  Score: Raw -2819582.141373 + Penalty 3260.561276 = -2816321.580097
  nChanged 10295
		SP:Iteration 1F (81976.770000 sec): 3 clusters
  Score: Raw -2825429.390917 + Penalty 3260.561276 = -2822168.829641
  nChanged 1256
		SP:Iteration 2F (81977.090000 sec): 3 clusters
  Score: Raw -2825982.714416 + Penalty 3260.561276 = -2822722.153140
  nChanged 1352
		SP:Iteration 3F (81977.430000 sec): 3 clusters
  Score: Raw -2826697.295998 + Penalty 3260.561276 = -2823436.734722
  nChanged 1482
		SP:Iteration 4F (81977.770000 sec): 3 clusters
  Score: Raw -2827635.841405 + Penalty 3260.561276 = -2824375.280130
  nChanged 1589
		SP:Iteration 5F (81978.100000 sec): 3 clusters
  Score: Raw -2828790.068295 + Penalty 3260.561276 = -2825529.507019
  nChanged 1573
		SP:Iteration 6F (81978.440000 sec): 3 clusters
  Score: Raw -2830105.000149 + Penalty 3260.561276 = -2826844.438873
  nChanged 1454
		SP:Iteration 7F (81978.780000 sec): 3 clusters
  Score: Raw -2831427.101468 + Penalty 3260.561276 = -2828166.540192
  nChanged 1174
		SP:Iteration 8F (81979.120000 sec): 3 clusters
  Score: Raw -2832516.004020 + Penalty 3260.561276 = -2829255.442744
  nChanged 771
		SP:Iteration 9Q (81979.460000 sec): 3 clusters
  Score: Raw -2833128.840186 + Penalty 3260.561276 = -2829868.278910
  nChanged 489
		SP:Iteration 10Q (81979.760000 sec): 3 clusters
  Score: Raw -2833430.049086 + Penalty 3260.561276 = -2830169.487810
  nChanged 309
		SP:Iteration 11Q (81980.100000 sec): 3 clusters
  Score: Raw -2833571.016798 + Penalty 3260.561276 = -2830310.455522
  nChanged 215
		SP:Iteration 12Q (81980.400000 sec): 3 clusters
  Score: Raw -2833673.734316 + Penalty 3260.561276 = -2830413.173041
  nChanged 161
		SP:Iteration 13Q (81980.740000 sec): 3 clusters
  Score: Raw -2833741.249587 + Penalty 3260.561276 = -2830480.688311
  nChanged 123
		SP:Iteration 14Q (81981.030000 sec): 3 clusters
  Score: Raw -2833783.487841 + Penalty 3260.561276 = -2830522.926566
  nChanged 81
		SP:Iteration 15Q (81981.370000 sec): 3 clusters
  Score: Raw -2833809.321622 + Penalty 3260.561276 = -2830548.760347
  nChanged 61
		SP:Iteration 16Q (81981.670000 sec): 3 clusters
  Score: Raw -2833827.399173 + Penalty 3260.561276 = -2830566.837897
  nChanged 52
		SP:Iteration 17Q (81982.010000 sec): 3 clusters
  Score: Raw -2833841.252596 + Penalty 3260.561276 = -2830580.691321
  nChanged 41
		SP:Iteration 18Q (81982.310000 sec): 3 clusters
  Score: Raw -2833852.977066 + Penalty 3260.561276 = -2830592.415790
  nChanged 41
		SP:Iteration 19Q (81982.650000 sec): 3 clusters
  Score: Raw -2833866.172386 + Penalty 3260.561276 = -2830605.611110
  nChanged 40
		SP:Iteration 20F (81982.950000 sec): 3 clusters
  Score: Raw -2833879.748711 + Penalty 3260.561276 = -2830619.187436
  nChanged 36
		SP:Iteration 21Q (81983.290000 sec): 3 clusters
  Score: Raw -2833889.003140 + Penalty 3260.561276 = -2830628.441865
  nChanged 23
		SP:Iteration 22Q (81983.590000 sec): 3 clusters
  Score: Raw -2833898.646890 + Penalty 3260.561276 = -2830638.085615
  nChanged 23
		SP:Iteration 23Q (81983.930000 sec): 3 clusters
  Score: Raw -2833908.909632 + Penalty 3260.561276 = -2830648.348356
  nChanged 19
		SP:Iteration 24Q (81984.230000 sec): 3 clusters
  Score: Raw -2833916.611701 + Penalty 3260.561276 = -2830656.050426
  nChanged 17
		SP:Iteration 25Q (81984.570000 sec): 3 clusters
  Score: Raw -2833923.301673 + Penalty 3260.561276 = -2830662.740397
  nChanged 17
		SP:Iteration 26Q (81984.860000 sec): 3 clusters
  Score: Raw -2833930.344421 + Penalty 3260.561276 = -2830669.783146
  nChanged 16
		SP:Iteration 27Q (81985.210000 sec): 3 clusters
  Score: Raw -2833937.903260 + Penalty 3260.561276 = -2830677.341984
  nChanged 12
		SP:Iteration 28Q (81985.500000 sec): 3 clusters
  Score: Raw -2833941.121303 + Penalty 3260.561276 = -2830680.560027
  nChanged 4
		SP:Iteration 29Q (81985.840000 sec): 3 clusters
  Score: Raw -2833941.878585 + Penalty 3260.561276 = -2830681.317309
  nChanged 1
		SP:Iteration 30Q (81986.140000 sec): 3 clusters
  Score: Raw -2833942.090288 + Penalty 3260.561276 = -2830681.529012
  nChanged 1
		SP:Iteration 31Q (81986.480000 sec): 3 clusters
  Score: Raw -2833942.402352 + Penalty 3260.561276 = -2830681.841076
  nChanged 1
		SP:Iteration 32Q (81986.780000 sec): 3 clusters
  Score: Raw -2833942.704147 + Penalty 3260.561276 = -2830682.142871
  nChanged 1
		SP:Iteration 33Q (81987.120000 sec): 3 clusters
  Score: Raw -2833942.845401 + Penalty 3260.561276 = -2830682.284125
  nChanged 0
		SP:Iteration 34F (81987.410000 sec): 3 clusters
  Score: Raw -2833942.845401 + Penalty 3260.561276 = -2830682.284125
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 18 (5418 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (81987.510000 sec): 2 clusters
  Score: Raw -654078.168118 + Penalty 1397.090829 = -652681.077289
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (81987.690000 sec): 3 clusters
  Score: Raw -651253.887337 + Penalty 2794.181657 = -648459.705679
  nChanged 2252
		SP:Iteration 1F (81987.860000 sec): 3 clusters
  Score: Raw -652473.847541 + Penalty 2794.181657 = -649679.665884
  nChanged 375
		SP:Iteration 2F (81988.030000 sec): 3 clusters
  Score: Raw -652704.238567 + Penalty 2794.181657 = -649910.056910
  nChanged 353
		SP:Iteration 3F (81988.200000 sec): 3 clusters
  Score: Raw -652974.943530 + Penalty 2794.181657 = -650180.761873
  nChanged 386
		SP:Iteration 4F (81988.380000 sec): 3 clusters
  Score: Raw -653303.639614 + Penalty 2794.181657 = -650509.457956
  nChanged 370
		SP:Iteration 5F (81988.570000 sec): 3 clusters
  Score: Raw -653619.405377 + Penalty 2794.181657 = -650825.223719
  nChanged 338
		SP:Iteration 6F (81988.740000 sec): 3 clusters
  Score: Raw -653904.842353 + Penalty 2794.181657 = -651110.660695
  nChanged 275
		SP:Iteration 7F (81988.870000 sec): 3 clusters
  Score: Raw -654097.221893 + Penalty 2794.181657 = -651303.040236
  nChanged 194
		SP:Iteration 8Q (81989.030000 sec): 3 clusters
  Score: Raw -654218.903211 + Penalty 2794.181657 = -651424.721554
  nChanged 145
		SP:Iteration 9Q (81989.180000 sec): 3 clusters
  Score: Raw -654304.219626 + Penalty 2794.181657 = -651510.037969
  nChanged 123
		SP:Iteration 10Q (81989.340000 sec): 3 clusters
  Score: Raw -654366.922740 + Penalty 2794.181657 = -651572.741083
  nChanged 75
		SP:Iteration 11Q (81989.520000 sec): 3 clusters
  Score: Raw -654395.684941 + Penalty 2794.181657 = -651601.503284
  nChanged 51
		SP:Iteration 12Q (81989.690000 sec): 3 clusters
  Score: Raw -654413.800563 + Penalty 2794.181657 = -651619.618905
  nChanged 38
		SP:Iteration 13Q (81989.860000 sec): 3 clusters
  Score: Raw -654423.672125 + Penalty 2794.181657 = -651629.490468
  nChanged 22
		SP:Iteration 14Q (81990.030000 sec): 3 clusters
  Score: Raw -654430.698416 + Penalty 2794.181657 = -651636.516759
  nChanged 20
		SP:Iteration 15Q (81990.210000 sec): 3 clusters
  Score: Raw -654436.538277 + Penalty 2794.181657 = -651642.356620
  nChanged 17
		SP:Iteration 16Q (81990.380000 sec): 3 clusters
  Score: Raw -654440.185171 + Penalty 2794.181657 = -651646.003514
  nChanged 11
		SP:Iteration 17Q (81990.600000 sec): 3 clusters
  Score: Raw -654444.009985 + Penalty 2794.181657 = -651649.828327
  nChanged 18
		SP:Iteration 18Q (81990.770000 sec): 3 clusters
  Score: Raw -654451.056409 + Penalty 2794.181657 = -651656.874751
  nChanged 19
		SP:Iteration 19Q (81990.950000 sec): 3 clusters
  Score: Raw -654455.815339 + Penalty 2794.181657 = -651661.633682
  nChanged 12
		SP:Iteration 20F (81991.130000 sec): 3 clusters
  Score: Raw -654459.282233 + Penalty 2794.181657 = -651665.100576
  nChanged 8
		SP:Iteration 21Q (81991.260000 sec): 3 clusters
  Score: Raw -654461.403843 + Penalty 2794.181657 = -651667.222186
  nChanged 7
		SP:Iteration 22Q (81991.380000 sec): 3 clusters
  Score: Raw -654462.818285 + Penalty 2794.181657 = -651668.636628
  nChanged 4
		SP:Iteration 23Q (81991.480000 sec): 3 clusters
  Score: Raw -654463.887676 + Penalty 2794.181657 = -651669.706019
  nChanged 1
		SP:Iteration 24Q (81991.570000 sec): 3 clusters
  Score: Raw -654464.129208 + Penalty 2794.181657 = -651669.947550
  nChanged 1
		SP:Iteration 25Q (81991.680000 sec): 3 clusters
  Score: Raw -654464.258458 + Penalty 2794.181657 = -651670.076801
  nChanged 2
		SP:Iteration 26Q (81991.880000 sec): 3 clusters
  Score: Raw -654464.743273 + Penalty 2794.181657 = -651670.561616
  nChanged 2
		SP:Iteration 27Q (81992.050000 sec): 3 clusters
  Score: Raw -654465.012671 + Penalty 2794.181657 = -651670.831014
  nChanged 0
		SP:Iteration 28F (81992.200000 sec): 3 clusters
  Score: Raw -654465.012671 + Penalty 2794.181657 = -651670.831014
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 19 (1105 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (81992.290000 sec): 2 clusters
  Score: Raw -131501.037769 + Penalty 1138.735100 = -130362.302669
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (81992.470000 sec): 3 clusters
  Score: Raw -131122.966004 + Penalty 2277.470200 = -128845.495804
  nChanged 324
		SP:Iteration 1F (81992.640000 sec): 3 clusters
  Score: Raw -131384.240783 + Penalty 2277.470200 = -129106.770583
  nChanged 89
		SP:Iteration 2F (81992.820000 sec): 3 clusters
  Score: Raw -131482.416035 + Penalty 2277.470200 = -129204.945836
  nChanged 57
		SP:Iteration 3F (81992.870000 sec): 3 clusters
  Score: Raw -131545.734425 + Penalty 2277.470200 = -129268.264226
  nChanged 38
		SP:Iteration 4Q (81992.890000 sec): 3 clusters
  Score: Raw -131599.765718 + Penalty 2277.470200 = -129322.295518
  nChanged 33
		SP:Iteration 5Q (81992.920000 sec): 3 clusters
  Score: Raw -131638.459052 + Penalty 2277.470200 = -129360.988852
  nChanged 30
		SP:Iteration 6Q (81992.940000 sec): 3 clusters
  Score: Raw -131671.801647 + Penalty 2277.470200 = -129394.331447
  nChanged 20
		SP:Iteration 7Q (81993.090000 sec): 3 clusters
  Score: Raw -131690.178017 + Penalty 2277.470200 = -129412.707817
  nChanged 14
		SP:Iteration 8Q (81993.260000 sec): 3 clusters
  Score: Raw -131703.561198 + Penalty 2277.470200 = -129426.090999
  nChanged 19
		SP:Iteration 9Q (81993.440000 sec): 3 clusters
  Score: Raw -131720.153430 + Penalty 2277.470200 = -129442.683230
  nChanged 17
		SP:Iteration 10Q (81993.620000 sec): 3 clusters
  Score: Raw -131743.553196 + Penalty 2277.470200 = -129466.082997
  nChanged 11
		SP:Iteration 11Q (81993.640000 sec): 3 clusters
  Score: Raw -131752.240281 + Penalty 2277.470200 = -129474.770081
  nChanged 13
		SP:Iteration 12Q (81993.660000 sec): 3 clusters
  Score: Raw -131761.379332 + Penalty 2277.470200 = -129483.909132
  nChanged 6
		SP:Iteration 13Q (81993.690000 sec): 3 clusters
  Score: Raw -131768.630599 + Penalty 2277.470200 = -129491.160399
  nChanged 6
		SP:Iteration 14Q (81993.710000 sec): 3 clusters
  Score: Raw -131774.148002 + Penalty 2277.470200 = -129496.677802
  nChanged 5
		SP:Iteration 15Q (81993.740000 sec): 3 clusters
  Score: Raw -131779.483813 + Penalty 2277.470200 = -129502.013613
  nChanged 6
		SP:Iteration 16Q (81993.760000 sec): 3 clusters
  Score: Raw -131786.626308 + Penalty 2277.470200 = -129509.156109
  nChanged 11
		SP:Iteration 17Q (81993.780000 sec): 3 clusters
  Score: Raw -131800.750428 + Penalty 2277.470200 = -129523.280228
  nChanged 13
		SP:Iteration 18Q (81993.810000 sec): 3 clusters
  Score: Raw -131819.279349 + Penalty 2277.470200 = -129541.809150
  nChanged 12
		SP:Iteration 19Q (81993.830000 sec): 3 clusters
  Score: Raw -131829.607292 + Penalty 2277.470200 = -129552.137092
  nChanged 13
		SP:Iteration 20F (81993.860000 sec): 3 clusters
  Score: Raw -131845.077792 + Penalty 2277.470200 = -129567.607592
  nChanged 13
		SP:Iteration 21Q (81993.880000 sec): 3 clusters
  Score: Raw -131856.775712 + Penalty 2277.470200 = -129579.305513
  nChanged 7
		SP:Iteration 22Q (81993.900000 sec): 3 clusters
  Score: Raw -131863.383614 + Penalty 2277.470200 = -129585.913415
  nChanged 5
		SP:Iteration 23Q (81993.930000 sec): 3 clusters
  Score: Raw -131866.501343 + Penalty 2277.470200 = -129589.031143
  nChanged 4
		SP:Iteration 24Q (81993.950000 sec): 3 clusters
  Score: Raw -131870.963183 + Penalty 2277.470200 = -129593.492983
  nChanged 7
		SP:Iteration 25Q (81993.980000 sec): 3 clusters
  Score: Raw -131879.285106 + Penalty 2277.470200 = -129601.814906
  nChanged 10
		SP:Iteration 26Q (81994.000000 sec): 3 clusters
  Score: Raw -131891.252204 + Penalty 2277.470200 = -129613.782004
  nChanged 10
		SP:Iteration 27Q (81994.020000 sec): 3 clusters
  Score: Raw -131900.417082 + Penalty 2277.470200 = -129622.946883
  nChanged 10
		SP:Iteration 28Q (81994.040000 sec): 3 clusters
  Score: Raw -131910.447864 + Penalty 2277.470200 = -129632.977664
  nChanged 8
		SP:Iteration 29Q (81994.070000 sec): 3 clusters
  Score: Raw -131918.063871 + Penalty 2277.470200 = -129640.593672
  nChanged 7
		SP:Iteration 30Q (81994.090000 sec): 3 clusters
  Score: Raw -131923.119570 + Penalty 2277.470200 = -129645.649371
  nChanged 5
		SP:Iteration 31Q (81994.120000 sec): 3 clusters
  Score: Raw -131928.706819 + Penalty 2277.470200 = -129651.236620
  nChanged 5
		SP:Iteration 32Q (81994.140000 sec): 3 clusters
  Score: Raw -131931.657360 + Penalty 2277.470200 = -129654.187161
  nChanged 4
		SP:Iteration 33Q (81994.170000 sec): 3 clusters
  Score: Raw -131936.030219 + Penalty 2277.470200 = -129658.560020
  nChanged 1
		SP:Iteration 34Q (81994.190000 sec): 3 clusters
  Score: Raw -131936.415879 + Penalty 2277.470200 = -129658.945679
  nChanged 0
		SP:Iteration 35F (81994.220000 sec): 3 clusters
  Score: Raw -131936.415879 + Penalty 2277.470200 = -129658.945679
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 20 (30959 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (81994.500000 sec): 2 clusters
  Score: Raw -3656900.569216 + Penalty 1680.318092 = -3655220.251124
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (81994.820000 sec): 3 clusters
  Score: Raw -3637690.778531 + Penalty 3360.636184 = -3634330.142347
  nChanged 14291
		SP:Iteration 1F (81995.230000 sec): 3 clusters
  Score: Raw -3645589.344726 + Penalty 3360.636184 = -3642228.708542
  nChanged 1533
		SP:Iteration 2Q (81995.610000 sec): 3 clusters
  Score: Raw -3646117.139795 + Penalty 3360.636184 = -3642756.503611
  nChanged 1500
		SP:Iteration 3Q (81996.050000 sec): 3 clusters
  Score: Raw -3646663.090994 + Penalty 3360.636184 = -3643302.454810
  nChanged 1568
		SP:Iteration 4F (81996.460000 sec): 3 clusters
  Score: Raw -3647303.572831 + Penalty 3360.636184 = -3643942.936647
  nChanged 1642
		SP:Iteration 5F (81996.810000 sec): 3 clusters
  Score: Raw -3648064.767685 + Penalty 3360.636184 = -3644704.131501
  nChanged 1752
		SP:Iteration 6F (81997.230000 sec): 3 clusters
  Score: Raw -3649035.847570 + Penalty 3360.636184 = -3645675.211386
  nChanged 1899
		SP:Iteration 7F (81997.660000 sec): 3 clusters
  Score: Raw -3650307.783789 + Penalty 3360.636184 = -3646947.147605
  nChanged 2029
		SP:Iteration 8F (81998.090000 sec): 3 clusters
  Score: Raw -3651860.890047 + Penalty 3360.636184 = -3648500.253863
  nChanged 1845
		SP:Iteration 9F (81998.530000 sec): 3 clusters
  Score: Raw -3653432.566088 + Penalty 3360.636184 = -3650071.929904
  nChanged 1558
		SP:Iteration 10F (81998.960000 sec): 3 clusters
  Score: Raw -3654817.678139 + Penalty 3360.636184 = -3651457.041955
  nChanged 1106
		SP:Iteration 11Q (81999.390000 sec): 3 clusters
  Score: Raw -3655808.398580 + Penalty 3360.636184 = -3652447.762396
  nChanged 732
		SP:Iteration 12Q (81999.830000 sec): 3 clusters
  Score: Raw -3656446.714283 + Penalty 3360.636184 = -3653086.078099
  nChanged 418
		SP:Iteration 13Q (82000.230000 sec): 3 clusters
  Score: Raw -3656787.716184 + Penalty 3360.636184 = -3653427.080000
  nChanged 250
		SP:Iteration 14Q (82000.620000 sec): 3 clusters
  Score: Raw -3656999.962710 + Penalty 3360.636184 = -3653639.326526
  nChanged 134
		SP:Iteration 15Q (82000.970000 sec): 3 clusters
  Score: Raw -3657114.451529 + Penalty 3360.636184 = -3653753.815345
  nChanged 59
		SP:Iteration 16Q (82001.360000 sec): 3 clusters
  Score: Raw -3657162.011953 + Penalty 3360.636184 = -3653801.375769
  nChanged 37
		SP:Iteration 17Q (82001.710000 sec): 3 clusters
  Score: Raw -3657192.862922 + Penalty 3360.636184 = -3653832.226738
  nChanged 27
		SP:Iteration 18Q (82002.110000 sec): 3 clusters
  Score: Raw -3657212.251157 + Penalty 3360.636184 = -3653851.614973
  nChanged 16
		SP:Iteration 19Q (82002.460000 sec): 3 clusters
  Score: Raw -3657228.654556 + Penalty 3360.636184 = -3653868.018372
  nChanged 13
		SP:Iteration 20F (82002.900000 sec): 3 clusters
  Score: Raw -3657238.181890 + Penalty 3360.636184 = -3653877.545706
  nChanged 8
		SP:Iteration 21Q (82003.290000 sec): 3 clusters
  Score: Raw -3657244.727224 + Penalty 3360.636184 = -3653884.091040
  nChanged 7
		SP:Iteration 22Q (82003.640000 sec): 3 clusters
  Score: Raw -3657248.994447 + Penalty 3360.636184 = -3653888.358263
  nChanged 6
		SP:Iteration 23Q (82004.040000 sec): 3 clusters
  Score: Raw -3657254.550080 + Penalty 3360.636184 = -3653893.913896
  nChanged 3
		SP:Iteration 24Q (82004.390000 sec): 3 clusters
  Score: Raw -3657256.742509 + Penalty 3360.636184 = -3653896.106325
  nChanged 3
		SP:Iteration 25Q (82004.780000 sec): 3 clusters
  Score: Raw -3657258.242932 + Penalty 3360.636184 = -3653897.606748
  nChanged 3
		SP:Iteration 26Q (82005.130000 sec): 3 clusters
  Score: Raw -3657260.326026 + Penalty 3360.636184 = -3653899.689842
  nChanged 1
		SP:Iteration 27Q (82005.570000 sec): 3 clusters
  Score: Raw -3657260.888023 + Penalty 3360.636184 = -3653900.251840
  nChanged 2
		SP:Iteration 28Q (82005.960000 sec): 3 clusters
  Score: Raw -3657262.647323 + Penalty 3360.636184 = -3653902.011139
  nChanged 2
		SP:Iteration 29Q (82006.310000 sec): 3 clusters
  Score: Raw -3657264.864907 + Penalty 3360.636184 = -3653904.228724
  nChanged 2
		SP:Iteration 30Q (82006.710000 sec): 3 clusters
  Score: Raw -3657266.844864 + Penalty 3360.636184 = -3653906.208680
  nChanged 4
		SP:Iteration 31Q (82007.060000 sec): 3 clusters
  Score: Raw -3657270.423509 + Penalty 3360.636184 = -3653909.787325
  nChanged 4
		SP:Iteration 32Q (82007.450000 sec): 3 clusters
  Score: Raw -3657273.313914 + Penalty 3360.636184 = -3653912.677730
  nChanged 3
		SP:Iteration 33Q (82007.800000 sec): 3 clusters
  Score: Raw -3657276.875470 + Penalty 3360.636184 = -3653916.239286
  nChanged 3
		SP:Iteration 34Q (82008.190000 sec): 3 clusters
  Score: Raw -3657278.518277 + Penalty 3360.636184 = -3653917.882093
  nChanged 2
		SP:Iteration 35Q (82008.540000 sec): 3 clusters
  Score: Raw -3657280.349497 + Penalty 3360.636184 = -3653919.713313
  nChanged 1
		SP:Iteration 36Q (82008.930000 sec): 3 clusters
  Score: Raw -3657281.116806 + Penalty 3360.636184 = -3653920.480622
  nChanged 2
		SP:Iteration 37Q (82009.290000 sec): 3 clusters
  Score: Raw -3657281.916602 + Penalty 3360.636184 = -3653921.280418
  nChanged 1
		SP:Iteration 38Q (82009.680000 sec): 3 clusters
  Score: Raw -3657282.476532 + Penalty 3360.636184 = -3653921.840349
  nChanged 1
		SP:Iteration 39Q (82010.030000 sec): 3 clusters
  Score: Raw -3657283.396806 + Penalty 3360.636184 = -3653922.760622
  nChanged 1
		SP:Iteration 40F (82010.460000 sec): 3 clusters
  Score: Raw -3657284.123896 + Penalty 3360.636184 = -3653923.487712
  nChanged 1
		SP:Iteration 41Q (82010.890000 sec): 3 clusters
  Score: Raw -3657284.626308 + Penalty 3360.636184 = -3653923.990124
  nChanged 0
		SP:Iteration 42F (82011.310000 sec): 3 clusters
  Score: Raw -3657284.626308 + Penalty 3360.636184 = -3653923.990124
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 21 (8323 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (82011.440000 sec): 2 clusters
  Score: Raw -1020162.395367 + Penalty 1466.851432 = -1018695.543935
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (82011.630000 sec): 3 clusters
  Score: Raw -1015555.051605 + Penalty 2933.702865 = -1012621.348740
  nChanged 3539
		SP:Iteration 1F (82011.750000 sec): 3 clusters
  Score: Raw -1017468.316117 + Penalty 2933.702865 = -1014534.613252
  nChanged 534
		SP:Iteration 2F (82011.880000 sec): 3 clusters
  Score: Raw -1017722.276432 + Penalty 2933.702865 = -1014788.573567
  nChanged 437
		SP:Iteration 3F (82012.010000 sec): 3 clusters
  Score: Raw -1017934.939916 + Penalty 2933.702865 = -1015001.237051
  nChanged 390
		SP:Iteration 4Q (82012.230000 sec): 3 clusters
  Score: Raw -1018113.037075 + Penalty 2933.702865 = -1015179.334210
  nChanged 359
		SP:Iteration 5Q (82012.430000 sec): 3 clusters
  Score: Raw -1018279.518686 + Penalty 2933.702865 = -1015345.815821
  nChanged 350
		SP:Iteration 6Q (82012.620000 sec): 3 clusters
  Score: Raw -1018475.270319 + Penalty 2933.702865 = -1015541.567454
  nChanged 355
		SP:Iteration 7Q (82012.820000 sec): 3 clusters
  Score: Raw -1018682.371889 + Penalty 2933.702865 = -1015748.669024
  nChanged 385
		SP:Iteration 8Q (82013.010000 sec): 3 clusters
  Score: Raw -1018892.295713 + Penalty 2933.702865 = -1015958.592848
  nChanged 352
		SP:Iteration 9Q (82013.200000 sec): 3 clusters
  Score: Raw -1019063.872675 + Penalty 2933.702865 = -1016130.169810
  nChanged 308
		SP:Iteration 10Q (82013.440000 sec): 3 clusters
  Score: Raw -1019204.904742 + Penalty 2933.702865 = -1016271.201877
  nChanged 290
		SP:Iteration 11Q (82013.640000 sec): 3 clusters
  Score: Raw -1019341.177250 + Penalty 2933.702865 = -1016407.474385
  nChanged 210
		SP:Iteration 12Q (82013.830000 sec): 3 clusters
  Score: Raw -1019415.060134 + Penalty 2933.702865 = -1016481.357269
  nChanged 172
		SP:Iteration 13Q (82014.030000 sec): 3 clusters
  Score: Raw -1019470.867914 + Penalty 2933.702865 = -1016537.165049
  nChanged 131
		SP:Iteration 14Q (82014.220000 sec): 3 clusters
  Score: Raw -1019508.358818 + Penalty 2933.702865 = -1016574.655953
  nChanged 120
		SP:Iteration 15Q (82014.420000 sec): 3 clusters
  Score: Raw -1019537.105005 + Penalty 2933.702865 = -1016603.402140
  nChanged 94
		SP:Iteration 16Q (82014.610000 sec): 3 clusters
  Score: Raw -1019559.592288 + Penalty 2933.702865 = -1016625.889423
  nChanged 70
		SP:Iteration 17Q (82014.810000 sec): 3 clusters
  Score: Raw -1019573.487625 + Penalty 2933.702865 = -1016639.784760
  nChanged 56
		SP:Iteration 18Q (82015.010000 sec): 3 clusters
  Score: Raw -1019586.458685 + Penalty 2933.702865 = -1016652.755820
  nChanged 59
		SP:Iteration 19Q (82015.200000 sec): 3 clusters
  Score: Raw -1019597.323572 + Penalty 2933.702865 = -1016663.620708
  nChanged 46
		SP:Iteration 20F (82015.400000 sec): 3 clusters
  Score: Raw -1019607.024480 + Penalty 2933.702865 = -1016673.321615
  nChanged 52
		SP:Iteration 21Q (82015.590000 sec): 3 clusters
  Score: Raw -1019617.942422 + Penalty 2933.702865 = -1016684.239557
  nChanged 54
		SP:Iteration 22Q (82015.790000 sec): 3 clusters
  Score: Raw -1019630.861351 + Penalty 2933.702865 = -1016697.158486
  nChanged 61
		SP:Iteration 23Q (82015.990000 sec): 3 clusters
  Score: Raw -1019644.226514 + Penalty 2933.702865 = -1016710.523649
  nChanged 72
		SP:Iteration 24Q (82016.180000 sec): 3 clusters
  Score: Raw -1019662.943019 + Penalty 2933.702865 = -1016729.240154
  nChanged 75
		SP:Iteration 25Q (82016.370000 sec): 3 clusters
  Score: Raw -1019687.599072 + Penalty 2933.702865 = -1016753.896207
  nChanged 76
		SP:Iteration 26Q (82016.570000 sec): 3 clusters
  Score: Raw -1019716.796485 + Penalty 2933.702865 = -1016783.093620
  nChanged 88
		SP:Iteration 27Q (82016.770000 sec): 3 clusters
  Score: Raw -1019756.034590 + Penalty 2933.702865 = -1016822.331725
  nChanged 109
		SP:Iteration 28Q (82016.960000 sec): 3 clusters
  Score: Raw -1019808.549919 + Penalty 2933.702865 = -1016874.847054
  nChanged 126
		SP:Iteration 29Q (82017.200000 sec): 3 clusters
  Score: Raw -1019872.790518 + Penalty 2933.702865 = -1016939.087653
  nChanged 133
		SP:Iteration 30Q (82017.390000 sec): 3 clusters
  Score: Raw -1019944.161519 + Penalty 2933.702865 = -1017010.458654
  nChanged 131
		SP:Iteration 31Q (82017.580000 sec): 3 clusters
  Score: Raw -1020007.807110 + Penalty 2933.702865 = -1017074.104245
  nChanged 115
		SP:Iteration 32Q (82017.810000 sec): 3 clusters
  Score: Raw -1020064.100626 + Penalty 2933.702865 = -1017130.397761
  nChanged 98
		SP:Iteration 33Q (82018.010000 sec): 3 clusters
  Score: Raw -1020111.082848 + Penalty 2933.702865 = -1017177.379984
  nChanged 116
		SP:Iteration 34Q (82018.200000 sec): 3 clusters
  Score: Raw -1020169.278615 + Penalty 2933.702865 = -1017235.575750
  nChanged 111
		SP:Iteration 35Q (82018.440000 sec): 3 clusters
  Score: Raw -1020233.236754 + Penalty 2933.702865 = -1017299.533889
  nChanged 100
		SP:Iteration 36Q (82018.650000 sec): 3 clusters
  Score: Raw -1020283.159947 + Penalty 2933.702865 = -1017349.457082
  nChanged 89
		SP:Iteration 37Q (82018.840000 sec): 3 clusters
  Score: Raw -1020329.328109 + Penalty 2933.702865 = -1017395.625245
  nChanged 74
		SP:Iteration 38Q (82019.030000 sec): 3 clusters
  Score: Raw -1020364.309083 + Penalty 2933.702865 = -1017430.606218
  nChanged 71
		SP:Iteration 39Q (82019.210000 sec): 3 clusters
  Score: Raw -1020395.260153 + Penalty 2933.702865 = -1017461.557288
  nChanged 56
		SP:Iteration 40F (82019.400000 sec): 3 clusters
  Score: Raw -1020421.783860 + Penalty 2933.702865 = -1017488.080995
  nChanged 44
		SP:Iteration 41Q (82019.600000 sec): 3 clusters
  Score: Raw -1020440.000623 + Penalty 2933.702865 = -1017506.297759
  nChanged 38
		SP:Iteration 42Q (82019.800000 sec): 3 clusters
  Score: Raw -1020455.854620 + Penalty 2933.702865 = -1017522.151756
  nChanged 47
		SP:Iteration 43Q (82020.050000 sec): 3 clusters
  Score: Raw -1020474.855098 + Penalty 2933.702865 = -1017541.152233
  nChanged 34
		SP:Iteration 44Q (82020.220000 sec): 3 clusters
  Score: Raw -1020489.234581 + Penalty 2933.702865 = -1017555.531716
  nChanged 35
		SP:Iteration 45Q (82020.410000 sec): 3 clusters
  Score: Raw -1020502.748811 + Penalty 2933.702865 = -1017569.045947
  nChanged 28
		SP:Iteration 46Q (82020.600000 sec): 3 clusters
  Score: Raw -1020509.315316 + Penalty 2933.702865 = -1017575.612451
  nChanged 21
		SP:Iteration 47Q (82020.760000 sec): 3 clusters
  Score: Raw -1020515.450083 + Penalty 2933.702865 = -1017581.747218
  nChanged 13
		SP:Iteration 48Q (82020.950000 sec): 3 clusters
  Score: Raw -1020518.508180 + Penalty 2933.702865 = -1017584.805316
  nChanged 10
		SP:Iteration 49Q (82021.140000 sec): 3 clusters
  Score: Raw -1020520.709063 + Penalty 2933.702865 = -1017587.006198
  nChanged 10
		SP:Iteration 50Q (82021.340000 sec): 3 clusters
  Score: Raw -1020524.223639 + Penalty 2933.702865 = -1017590.520774
  nChanged 16
		SP:Iteration 51Q (82021.530000 sec): 3 clusters
  Score: Raw -1020528.693498 + Penalty 2933.702865 = -1017594.990633
  nChanged 9
		SP:Iteration 52Q (82021.720000 sec): 3 clusters
  Score: Raw -1020531.589871 + Penalty 2933.702865 = -1017597.887006
  nChanged 16
		SP:Iteration 53Q (82021.910000 sec): 3 clusters
  Score: Raw -1020536.282248 + Penalty 2933.702865 = -1017602.579383
  nChanged 18
		SP:Iteration 54Q (82022.090000 sec): 3 clusters
  Score: Raw -1020540.807881 + Penalty 2933.702865 = -1017607.105016
  nChanged 12
		SP:Iteration 55Q (82022.290000 sec): 3 clusters
  Score: Raw -1020542.992105 + Penalty 2933.702865 = -1017609.289241
  nChanged 7
		SP:Iteration 56Q (82022.490000 sec): 3 clusters
  Score: Raw -1020544.478892 + Penalty 2933.702865 = -1017610.776027
  nChanged 3
		SP:Iteration 57Q (82022.680000 sec): 3 clusters
  Score: Raw -1020545.163021 + Penalty 2933.702865 = -1017611.460156
  nChanged 2
		SP:Iteration 58Q (82022.880000 sec): 3 clusters
  Score: Raw -1020545.925907 + Penalty 2933.702865 = -1017612.223043
  nChanged 3
		SP:Iteration 59Q (82023.070000 sec): 3 clusters
  Score: Raw -1020546.580812 + Penalty 2933.702865 = -1017612.877947
  nChanged 1
		SP:Iteration 60F (82023.260000 sec): 3 clusters
  Score: Raw -1020546.821440 + Penalty 2933.702865 = -1017613.118575
  nChanged 1
		SP:Iteration 61Q (82023.460000 sec): 3 clusters
  Score: Raw -1020546.968515 + Penalty 2933.702865 = -1017613.265650
  nChanged 0
		SP:Iteration 62F (82023.650000 sec): 3 clusters
  Score: Raw -1020546.968515 + Penalty 2933.702865 = -1017613.265650
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 22 (233 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (82023.720000 sec): 2 clusters
  Score: Raw -12311.378622 + Penalty 885.793749 = -11425.584873
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (82023.890000 sec): 3 clusters
  Score: Raw -12439.915081 + Penalty 1771.587497 = -10668.327583
  nChanged 45
		SP:Iteration 1F (82024.070000 sec): 3 clusters
  Score: Raw -12586.041512 + Penalty 1771.587497 = -10814.454014
  nChanged 16
		SP:Iteration 2F (82024.250000 sec): 3 clusters
  Score: Raw -12676.190397 + Penalty 1771.587497 = -10904.602900
  nChanged 9
		SP:Iteration 3Q (82024.420000 sec): 3 clusters
  Score: Raw -12746.804164 + Penalty 1771.587497 = -10975.216666
  nChanged 5
		SP:Iteration 4Q (82024.600000 sec): 3 clusters
  Score: Raw -12771.657767 + Penalty 1771.587497 = -11000.070270
  nChanged 3
		SP:Iteration 5Q (82024.770000 sec): 3 clusters
  Score: Raw -12782.067731 + Penalty 1771.587497 = -11010.480234
  nChanged 1
		SP:Iteration 6Q (82024.820000 sec): 3 clusters
  Score: Raw -12785.642345 + Penalty 1771.587497 = -11014.054848
  nChanged 0
		SP:Iteration 7F (82024.830000 sec): 3 clusters
  Score: Raw -12785.642345 + Penalty 1771.587497 = -11014.054848
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 23 (503 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (82024.870000 sec): 2 clusters
  Score: Raw -54826.634621 + Penalty 1010.845903 = -53815.788718
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (82024.890000 sec): 3 clusters
  Score: Raw -54790.385448 + Penalty 2021.691805 = -52768.693643
  nChanged 116
		SP:Iteration 1F (82024.900000 sec): 3 clusters
  Score: Raw -54992.150137 + Penalty 2021.691805 = -52970.458332
  nChanged 25
		SP:Iteration 2Q (82024.920000 sec): 3 clusters
  Score: Raw -55058.959319 + Penalty 2021.691805 = -53037.267514
  nChanged 15
		SP:Iteration 3Q (82024.930000 sec): 3 clusters
  Score: Raw -55100.492839 + Penalty 2021.691805 = -53078.801034
  nChanged 14
		SP:Iteration 4Q (82024.950000 sec): 3 clusters
  Score: Raw -55124.171227 + Penalty 2021.691805 = -53102.479422
  nChanged 9
		SP:Iteration 5Q (82024.970000 sec): 3 clusters
  Score: Raw -55134.007073 + Penalty 2021.691805 = -53112.315267
  nChanged 5
		SP:Iteration 6Q (82024.980000 sec): 3 clusters
  Score: Raw -55139.324898 + Penalty 2021.691805 = -53117.633093
  nChanged 1
		SP:Iteration 7Q (82025.000000 sec): 3 clusters
  Score: Raw -55145.651722 + Penalty 2021.691805 = -53123.959917
  nChanged 2
		SP:Iteration 8Q (82025.010000 sec): 3 clusters
  Score: Raw -55148.276999 + Penalty 2021.691805 = -53126.585194
  nChanged 0
		SP:Iteration 9F (82025.030000 sec): 3 clusters
  Score: Raw -55148.276999 + Penalty 2021.691805 = -53126.585194
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 24 (546 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (82025.070000 sec): 2 clusters
  Score: Raw -63610.944685 + Penalty 1024.175584 = -62586.769102
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (82025.090000 sec): 3 clusters
  Score: Raw -63523.269204 + Penalty 2048.351167 = -61474.918037
  nChanged 147
		SP:Iteration 1F (82025.110000 sec): 3 clusters
  Score: Raw -63687.273210 + Penalty 2048.351167 = -61638.922043
  nChanged 37
		SP:Iteration 2F (82025.130000 sec): 3 clusters
  Score: Raw -63737.917217 + Penalty 2048.351167 = -61689.566050
  nChanged 17
		SP:Iteration 3Q (82025.140000 sec): 3 clusters
  Score: Raw -63769.182211 + Penalty 2048.351167 = -61720.831043
  nChanged 11
		SP:Iteration 4Q (82025.160000 sec): 3 clusters
  Score: Raw -63794.678935 + Penalty 2048.351167 = -61746.327768
  nChanged 7
		SP:Iteration 5Q (82025.170000 sec): 3 clusters
  Score: Raw -63802.043749 + Penalty 2048.351167 = -61753.692582
  nChanged 6
		SP:Iteration 6Q (82025.190000 sec): 3 clusters
  Score: Raw -63814.185080 + Penalty 2048.351167 = -61765.833913
  nChanged 6
		SP:Iteration 7Q (82025.200000 sec): 3 clusters
  Score: Raw -63830.500361 + Penalty 2048.351167 = -61782.149194
  nChanged 5
		SP:Iteration 8Q (82025.220000 sec): 3 clusters
  Score: Raw -63836.581148 + Penalty 2048.351167 = -61788.229981
  nChanged 2
		SP:Iteration 9Q (82025.230000 sec): 3 clusters
  Score: Raw -63840.201929 + Penalty 2048.351167 = -61791.850762
  nChanged 4
		SP:Iteration 10Q (82025.250000 sec): 3 clusters
  Score: Raw -63846.236213 + Penalty 2048.351167 = -61797.885046
  nChanged 5
		SP:Iteration 11Q (82025.270000 sec): 3 clusters
  Score: Raw -63853.567860 + Penalty 2048.351167 = -61805.216693
  nChanged 3
		SP:Iteration 12Q (82025.280000 sec): 3 clusters
  Score: Raw -63857.289946 + Penalty 2048.351167 = -61808.938778
  nChanged 2
		SP:Iteration 13Q (82025.300000 sec): 3 clusters
  Score: Raw -63863.644026 + Penalty 2048.351167 = -61815.292859
  nChanged 1
		SP:Iteration 14Q (82025.310000 sec): 3 clusters
  Score: Raw -63864.317546 + Penalty 2048.351167 = -61815.966379
  nChanged 0
		SP:Iteration 15F (82025.330000 sec): 3 clusters
  Score: Raw -63864.317546 + Penalty 2048.351167 = -61815.966379
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 25 (5104 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (82025.430000 sec): 2 clusters
  Score: Raw -629856.891359 + Penalty 1387.389222 = -628469.502137
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (82025.600000 sec): 3 clusters
  Score: Raw -627158.994553 + Penalty 2774.778443 = -624384.216110
  nChanged 2071
		SP:Iteration 1F (82025.770000 sec): 3 clusters
  Score: Raw -628310.207133 + Penalty 2774.778443 = -625535.428690
  nChanged 368
		SP:Iteration 2F (82025.950000 sec): 3 clusters
  Score: Raw -628520.596601 + Penalty 2774.778443 = -625745.818158
  nChanged 293
		SP:Iteration 3F (82026.130000 sec): 3 clusters
  Score: Raw -628695.337847 + Penalty 2774.778443 = -625920.559404
  nChanged 263
		SP:Iteration 4F (82026.300000 sec): 3 clusters
  Score: Raw -628842.606942 + Penalty 2774.778443 = -626067.828499
  nChanged 229
		SP:Iteration 5Q (82026.470000 sec): 3 clusters
  Score: Raw -628976.913090 + Penalty 2774.778443 = -626202.134647
  nChanged 224
		SP:Iteration 6Q (82026.650000 sec): 3 clusters
  Score: Raw -629107.773517 + Penalty 2774.778443 = -626332.995074
  nChanged 218
		SP:Iteration 7Q (82026.830000 sec): 3 clusters
  Score: Raw -629254.864436 + Penalty 2774.778443 = -626480.085993
  nChanged 208
		SP:Iteration 8Q (82027.000000 sec): 3 clusters
  Score: Raw -629400.124687 + Penalty 2774.778443 = -626625.346244
  nChanged 195
		SP:Iteration 9Q (82027.110000 sec): 3 clusters
  Score: Raw -629528.541654 + Penalty 2774.778443 = -626753.763210
  nChanged 161
		SP:Iteration 10Q (82027.200000 sec): 3 clusters
  Score: Raw -629629.730981 + Penalty 2774.778443 = -626854.952538
  nChanged 125
		SP:Iteration 11Q (82027.290000 sec): 3 clusters
  Score: Raw -629713.592929 + Penalty 2774.778443 = -626938.814485
  nChanged 108
		SP:Iteration 12Q (82027.390000 sec): 3 clusters
  Score: Raw -629787.805914 + Penalty 2774.778443 = -627013.027471
  nChanged 93
		SP:Iteration 13Q (82027.470000 sec): 3 clusters
  Score: Raw -629874.256511 + Penalty 2774.778443 = -627099.478068
  nChanged 79
		SP:Iteration 14Q (82027.570000 sec): 3 clusters
  Score: Raw -629969.923039 + Penalty 2774.778443 = -627195.144596
  nChanged 72
		SP:Iteration 15Q (82027.660000 sec): 3 clusters
  Score: Raw -630059.657737 + Penalty 2774.778443 = -627284.879294
  nChanged 45
		SP:Iteration 16Q (82027.750000 sec): 3 clusters
  Score: Raw -630111.195530 + Penalty 2774.778443 = -627336.417087
  nChanged 43
		SP:Iteration 17Q (82027.840000 sec): 3 clusters
  Score: Raw -630158.525893 + Penalty 2774.778443 = -627383.747450
  nChanged 34
		SP:Iteration 18Q (82027.930000 sec): 3 clusters
  Score: Raw -630186.911875 + Penalty 2774.778443 = -627412.133432
  nChanged 23
		SP:Iteration 19Q (82028.030000 sec): 3 clusters
  Score: Raw -630207.309786 + Penalty 2774.778443 = -627432.531343
  nChanged 23
		SP:Iteration 20F (82028.110000 sec): 3 clusters
  Score: Raw -630227.745282 + Penalty 2774.778443 = -627452.966838
  nChanged 20
		SP:Iteration 21Q (82028.200000 sec): 3 clusters
  Score: Raw -630240.698472 + Penalty 2774.778443 = -627465.920029
  nChanged 11
		SP:Iteration 22Q (82028.370000 sec): 3 clusters
  Score: Raw -630245.295399 + Penalty 2774.778443 = -627470.516956
  nChanged 10
		SP:Iteration 23Q (82028.550000 sec): 3 clusters
  Score: Raw -630251.080026 + Penalty 2774.778443 = -627476.301583
  nChanged 11
		SP:Iteration 24Q (82028.730000 sec): 3 clusters
  Score: Raw -630259.448156 + Penalty 2774.778443 = -627484.669713
  nChanged 16
		SP:Iteration 25Q (82028.900000 sec): 3 clusters
  Score: Raw -630271.016937 + Penalty 2774.778443 = -627496.238494
  nChanged 14
		SP:Iteration 26Q (82029.070000 sec): 3 clusters
  Score: Raw -630281.513442 + Penalty 2774.778443 = -627506.734999
  nChanged 10
		SP:Iteration 27Q (82029.250000 sec): 3 clusters
  Score: Raw -630287.557805 + Penalty 2774.778443 = -627512.779362
  nChanged 9
		SP:Iteration 28Q (82029.430000 sec): 3 clusters
  Score: Raw -630294.118628 + Penalty 2774.778443 = -627519.340184
  nChanged 7
		SP:Iteration 29Q (82029.580000 sec): 3 clusters
  Score: Raw -630299.634971 + Penalty 2774.778443 = -627524.856528
  nChanged 6
		SP:Iteration 30Q (82029.670000 sec): 3 clusters
  Score: Raw -630303.059145 + Penalty 2774.778443 = -627528.280702
  nChanged 5
		SP:Iteration 31Q (82029.760000 sec): 3 clusters
  Score: Raw -630306.569663 + Penalty 2774.778443 = -627531.791220
  nChanged 3
		SP:Iteration 32Q (82029.850000 sec): 3 clusters
  Score: Raw -630307.714564 + Penalty 2774.778443 = -627532.936121
  nChanged 2
		SP:Iteration 33Q (82029.940000 sec): 3 clusters
  Score: Raw -630308.863944 + Penalty 2774.778443 = -627534.085501
  nChanged 2
		SP:Iteration 34Q (82030.030000 sec): 3 clusters
  Score: Raw -630309.719235 + Penalty 2774.778443 = -627534.940792
  nChanged 2
		SP:Iteration 35Q (82030.120000 sec): 3 clusters
  Score: Raw -630310.334939 + Penalty 2774.778443 = -627535.556496
  nChanged 2
		SP:Iteration 36Q (82030.310000 sec): 3 clusters
  Score: Raw -630312.216367 + Penalty 2774.778443 = -627537.437924
  nChanged 2
		SP:Iteration 37Q (82030.490000 sec): 3 clusters
  Score: Raw -630313.276003 + Penalty 2774.778443 = -627538.497560
  nChanged 0
		SP:Iteration 38F (82030.660000 sec): 3 clusters
  Score: Raw -630313.276003 + Penalty 2774.778443 = -627538.497560
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 26 (4280 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (82030.740000 sec): 2 clusters
  Score: Raw -483689.603690 + Penalty 1358.777597 = -482330.826093
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (82030.920000 sec): 3 clusters
  Score: Raw -481552.243726 + Penalty 2717.555194 = -478834.688532
  nChanged 1683
		SP:Iteration 1F (82031.090000 sec): 3 clusters
  Score: Raw -482471.398216 + Penalty 2717.555194 = -479753.843023
  nChanged 307
		SP:Iteration 2F (82031.270000 sec): 3 clusters
  Score: Raw -482659.710293 + Penalty 2717.555194 = -479942.155099
  nChanged 254
		SP:Iteration 3F (82031.450000 sec): 3 clusters
  Score: Raw -482857.261923 + Penalty 2717.555194 = -480139.706729
  nChanged 237
		SP:Iteration 4F (82031.620000 sec): 3 clusters
  Score: Raw -483040.708914 + Penalty 2717.555194 = -480323.153721
  nChanged 221
		SP:Iteration 5F (82031.740000 sec): 3 clusters
  Score: Raw -483198.988367 + Penalty 2717.555194 = -480481.433173
  nChanged 196
		SP:Iteration 6Q (82031.820000 sec): 3 clusters
  Score: Raw -483335.099966 + Penalty 2717.555194 = -480617.544772
  nChanged 202
		SP:Iteration 7Q (82031.900000 sec): 3 clusters
  Score: Raw -483495.643025 + Penalty 2717.555194 = -480778.087831
  nChanged 198
		SP:Iteration 8Q (82031.980000 sec): 3 clusters
  Score: Raw -483674.265672 + Penalty 2717.555194 = -480956.710479
  nChanged 200
		SP:Iteration 9Q (82032.060000 sec): 3 clusters
  Score: Raw -483873.569427 + Penalty 2717.555194 = -481156.014234
  nChanged 200
		SP:Iteration 10Q (82032.150000 sec): 3 clusters
  Score: Raw -484052.256112 + Penalty 2717.555194 = -481334.700918
  nChanged 173
		SP:Iteration 11Q (82032.230000 sec): 3 clusters
  Score: Raw -484195.714444 + Penalty 2717.555194 = -481478.159251
  nChanged 158
		SP:Iteration 12Q (82032.310000 sec): 3 clusters
  Score: Raw -484336.142403 + Penalty 2717.555194 = -481618.587210
  nChanged 148
		SP:Iteration 13Q (82032.390000 sec): 3 clusters
  Score: Raw -484466.763754 + Penalty 2717.555194 = -481749.208560
  nChanged 123
		SP:Iteration 14Q (82032.470000 sec): 3 clusters
  Score: Raw -484591.983498 + Penalty 2717.555194 = -481874.428305
  nChanged 106
		SP:Iteration 15Q (82032.550000 sec): 3 clusters
  Score: Raw -484685.851370 + Penalty 2717.555194 = -481968.296176
  nChanged 81
		SP:Iteration 16Q (82032.630000 sec): 3 clusters
  Score: Raw -484739.407641 + Penalty 2717.555194 = -482021.852447
  nChanged 60
		SP:Iteration 17Q (82032.710000 sec): 3 clusters
  Score: Raw -484777.314918 + Penalty 2717.555194 = -482059.759724
  nChanged 44
		SP:Iteration 18Q (82032.790000 sec): 3 clusters
  Score: Raw -484805.299913 + Penalty 2717.555194 = -482087.744719
  nChanged 38
		SP:Iteration 19Q (82032.870000 sec): 3 clusters
  Score: Raw -484821.865325 + Penalty 2717.555194 = -482104.310131
  nChanged 30
		SP:Iteration 20F (82032.950000 sec): 3 clusters
  Score: Raw -484833.851490 + Penalty 2717.555194 = -482116.296296
  nChanged 16
		SP:Iteration 21Q (82033.040000 sec): 3 clusters
  Score: Raw -484839.917473 + Penalty 2717.555194 = -482122.362279
  nChanged 13
		SP:Iteration 22Q (82033.120000 sec): 3 clusters
  Score: Raw -484843.767663 + Penalty 2717.555194 = -482126.212469
  nChanged 7
		SP:Iteration 23Q (82033.200000 sec): 3 clusters
  Score: Raw -484845.931301 + Penalty 2717.555194 = -482128.376107
  nChanged 6
		SP:Iteration 24Q (82033.280000 sec): 3 clusters
  Score: Raw -484847.650467 + Penalty 2717.555194 = -482130.095274
  nChanged 4
		SP:Iteration 25Q (82033.360000 sec): 3 clusters
  Score: Raw -484848.703080 + Penalty 2717.555194 = -482131.147886
  nChanged 1
		SP:Iteration 26Q (82033.440000 sec): 3 clusters
  Score: Raw -484848.855268 + Penalty 2717.555194 = -482131.300074
  nChanged 0
		SP:Iteration 27F (82033.520000 sec): 3 clusters
  Score: Raw -484848.855268 + Penalty 2717.555194 = -482131.300074
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 27 (1241 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (82033.580000 sec): 2 clusters
  Score: Raw -146876.452452 + Penalty 1157.596828 = -145718.855624
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (82033.610000 sec): 3 clusters
  Score: Raw -146449.292420 + Penalty 2315.193655 = -144134.098764
  nChanged 380
		SP:Iteration 1F (82033.640000 sec): 3 clusters
  Score: Raw -146743.922924 + Penalty 2315.193655 = -144428.729268
  nChanged 96
		SP:Iteration 2F (82033.670000 sec): 3 clusters
  Score: Raw -146871.573173 + Penalty 2315.193655 = -144556.379518
  nChanged 65
		SP:Iteration 3F (82033.700000 sec): 3 clusters
  Score: Raw -146956.802859 + Penalty 2315.193655 = -144641.609203
  nChanged 53
		SP:Iteration 4Q (82033.730000 sec): 3 clusters
  Score: Raw -147022.145463 + Penalty 2315.193655 = -144706.951808
  nChanged 56
		SP:Iteration 5Q (82033.760000 sec): 3 clusters
  Score: Raw -147089.945296 + Penalty 2315.193655 = -144774.751641
  nChanged 49
		SP:Iteration 6Q (82033.790000 sec): 3 clusters
  Score: Raw -147140.781324 + Penalty 2315.193655 = -144825.587669
  nChanged 44
		SP:Iteration 7Q (82033.900000 sec): 3 clusters
  Score: Raw -147182.889185 + Penalty 2315.193655 = -144867.695530
  nChanged 29
		SP:Iteration 8Q (82033.930000 sec): 3 clusters
  Score: Raw -147207.741306 + Penalty 2315.193655 = -144892.547651
  nChanged 37
		SP:Iteration 9Q (82033.960000 sec): 3 clusters
  Score: Raw -147248.593294 + Penalty 2315.193655 = -144933.399639
  nChanged 27
		SP:Iteration 10Q (82033.990000 sec): 3 clusters
  Score: Raw -147278.381410 + Penalty 2315.193655 = -144963.187754
  nChanged 27
		SP:Iteration 11Q (82034.020000 sec): 3 clusters
  Score: Raw -147307.372849 + Penalty 2315.193655 = -144992.179194
  nChanged 25
		SP:Iteration 12Q (82034.050000 sec): 3 clusters
  Score: Raw -147343.910545 + Penalty 2315.193655 = -145028.716890
  nChanged 16
		SP:Iteration 13Q (82034.080000 sec): 3 clusters
  Score: Raw -147360.838102 + Penalty 2315.193655 = -145045.644447
  nChanged 20
		SP:Iteration 14Q (82034.110000 sec): 3 clusters
  Score: Raw -147381.465752 + Penalty 2315.193655 = -145066.272097
  nChanged 21
		SP:Iteration 15Q (82034.140000 sec): 3 clusters
  Score: Raw -147400.982254 + Penalty 2315.193655 = -145085.788599
  nChanged 20
		SP:Iteration 16Q (82034.180000 sec): 3 clusters
  Score: Raw -147427.885318 + Penalty 2315.193655 = -145112.691663
  nChanged 18
		SP:Iteration 17Q (82034.210000 sec): 3 clusters
  Score: Raw -147447.686583 + Penalty 2315.193655 = -145132.492928
  nChanged 7
		SP:Iteration 18Q (82034.240000 sec): 3 clusters
  Score: Raw -147454.752457 + Penalty 2315.193655 = -145139.558802
  nChanged 7
		SP:Iteration 19Q (82034.270000 sec): 3 clusters
  Score: Raw -147460.958702 + Penalty 2315.193655 = -145145.765046
  nChanged 4
		SP:Iteration 20F (82034.300000 sec): 3 clusters
  Score: Raw -147467.507909 + Penalty 2315.193655 = -145152.314254
  nChanged 5
		SP:Iteration 21Q (82034.330000 sec): 3 clusters
  Score: Raw -147473.472807 + Penalty 2315.193655 = -145158.279151
  nChanged 5
		SP:Iteration 22Q (82034.360000 sec): 3 clusters
  Score: Raw -147478.256051 + Penalty 2315.193655 = -145163.062396
  nChanged 6
		SP:Iteration 23Q (82034.390000 sec): 3 clusters
  Score: Raw -147482.351430 + Penalty 2315.193655 = -145167.157775
  nChanged 2
		SP:Iteration 24Q (82034.420000 sec): 3 clusters
  Score: Raw -147484.734777 + Penalty 2315.193655 = -145169.541122
  nChanged 1
		SP:Iteration 25Q (82034.450000 sec): 3 clusters
  Score: Raw -147485.275368 + Penalty 2315.193655 = -145170.081713
  nChanged 0
		SP:Iteration 26F (82034.480000 sec): 3 clusters
  Score: Raw -147485.275368 + Penalty 2315.193655 = -145170.081713
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 28 (533 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (82034.520000 sec): 2 clusters
  Score: Raw -65486.769550 + Penalty 1020.259731 = -64466.509819
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (82034.550000 sec): 3 clusters
  Score: Raw -65417.763955 + Penalty 2040.519463 = -63377.244493
  nChanged 123
		SP:Iteration 1F (82034.560000 sec): 3 clusters
  Score: Raw -65562.867562 + Penalty 2040.519463 = -63522.348099
  nChanged 29
		SP:Iteration 2F (82034.580000 sec): 3 clusters
  Score: Raw -65603.640909 + Penalty 2040.519463 = -63563.121446
  nChanged 12
		SP:Iteration 3Q (82034.590000 sec): 3 clusters
  Score: Raw -65621.481317 + Penalty 2040.519463 = -63580.961854
  nChanged 8
		SP:Iteration 4Q (82034.610000 sec): 3 clusters
  Score: Raw -65642.231063 + Penalty 2040.519463 = -63601.711601
  nChanged 8
		SP:Iteration 5Q (82034.620000 sec): 3 clusters
  Score: Raw -65653.027047 + Penalty 2040.519463 = -63612.507585
  nChanged 3
		SP:Iteration 6Q (82034.640000 sec): 3 clusters
  Score: Raw -65656.262866 + Penalty 2040.519463 = -63615.743403
  nChanged 1
		SP:Iteration 7Q (82034.650000 sec): 3 clusters
  Score: Raw -65656.901068 + Penalty 2040.519463 = -63616.381605
  nChanged 1
		SP:Iteration 8Q (82034.670000 sec): 3 clusters
  Score: Raw -65657.352079 + Penalty 2040.519463 = -63616.832616
  nChanged 0
		SP:Iteration 9F (82034.680000 sec): 3 clusters
  Score: Raw -65657.352079 + Penalty 2040.519463 = -63616.832616
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 29 (245 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (82034.720000 sec): 2 clusters
  Score: Raw -26531.062873 + Penalty 893.954459 = -25637.108414
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (82034.730000 sec): 3 clusters
  Score: Raw -26654.299980 + Penalty 1787.908918 = -24866.391061
  nChanged 44
		SP:Iteration 1F (82034.740000 sec): 3 clusters
  Score: Raw -26795.372318 + Penalty 1787.908918 = -25007.463399
  nChanged 14
		SP:Iteration 2F (82034.740000 sec): 3 clusters
  Score: Raw -26845.220503 + Penalty 1787.908918 = -25057.311585
  nChanged 6
		SP:Iteration 3Q (82034.750000 sec): 3 clusters
  Score: Raw -26875.574818 + Penalty 1787.908918 = -25087.665899
  nChanged 6
		SP:Iteration 4Q (82034.760000 sec): 3 clusters
  Score: Raw -26897.432501 + Penalty 1787.908918 = -25109.523582
  nChanged 1
		SP:Iteration 5Q (82034.770000 sec): 3 clusters
  Score: Raw -26899.519536 + Penalty 1787.908918 = -25111.610618
  nChanged 0
		SP:Iteration 6F (82034.770000 sec): 3 clusters
  Score: Raw -26899.519536 + Penalty 1787.908918 = -25111.610618
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 30 (2212 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (82034.840000 sec): 2 clusters
  Score: Raw -261332.093551 + Penalty 1251.518509 = -260080.575042
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (82034.880000 sec): 3 clusters
  Score: Raw -260332.434534 + Penalty 2503.037018 = -257829.397517
  nChanged 797
		SP:Iteration 1F (82034.920000 sec): 3 clusters
  Score: Raw -260847.595204 + Penalty 2503.037018 = -258344.558186
  nChanged 169
		SP:Iteration 2F (82034.960000 sec): 3 clusters
  Score: Raw -260968.637894 + Penalty 2503.037018 = -258465.600876
  nChanged 102
		SP:Iteration 3Q (82035.000000 sec): 3 clusters
  Score: Raw -261041.684399 + Penalty 2503.037018 = -258538.647381
  nChanged 90
		SP:Iteration 4Q (82035.050000 sec): 3 clusters
  Score: Raw -261103.695129 + Penalty 2503.037018 = -258600.658111
  nChanged 66
		SP:Iteration 5Q (82035.090000 sec): 3 clusters
  Score: Raw -261154.297673 + Penalty 2503.037018 = -258651.260656
  nChanged 60
		SP:Iteration 6Q (82035.130000 sec): 3 clusters
  Score: Raw -261196.904550 + Penalty 2503.037018 = -258693.867532
  nChanged 56
		SP:Iteration 7Q (82035.170000 sec): 3 clusters
  Score: Raw -261230.965718 + Penalty 2503.037018 = -258727.928700
  nChanged 44
		SP:Iteration 8Q (82035.210000 sec): 3 clusters
  Score: Raw -261263.718992 + Penalty 2503.037018 = -258760.681974
  nChanged 48
		SP:Iteration 9Q (82035.260000 sec): 3 clusters
  Score: Raw -261299.192177 + Penalty 2503.037018 = -258796.155159
  nChanged 52
		SP:Iteration 10Q (82035.300000 sec): 3 clusters
  Score: Raw -261335.710324 + Penalty 2503.037018 = -258832.673307
  nChanged 40
		SP:Iteration 11Q (82035.340000 sec): 3 clusters
  Score: Raw -261364.408216 + Penalty 2503.037018 = -258861.371199
  nChanged 41
		SP:Iteration 12Q (82035.380000 sec): 3 clusters
  Score: Raw -261393.346291 + Penalty 2503.037018 = -258890.309273
  nChanged 48
		SP:Iteration 13Q (82035.420000 sec): 3 clusters
  Score: Raw -261425.700655 + Penalty 2503.037018 = -258922.663637
  nChanged 45
		SP:Iteration 14Q (82035.460000 sec): 3 clusters
  Score: Raw -261468.901263 + Penalty 2503.037018 = -258965.864245
  nChanged 42
		SP:Iteration 15Q (82035.510000 sec): 3 clusters
  Score: Raw -261510.006583 + Penalty 2503.037018 = -259006.969566
  nChanged 50
		SP:Iteration 16Q (82035.550000 sec): 3 clusters
  Score: Raw -261553.088315 + Penalty 2503.037018 = -259050.051297
  nChanged 48
		SP:Iteration 17Q (82035.590000 sec): 3 clusters
  Score: Raw -261614.118443 + Penalty 2503.037018 = -259111.081425
  nChanged 47
		SP:Iteration 18Q (82035.630000 sec): 3 clusters
  Score: Raw -261675.273705 + Penalty 2503.037018 = -259172.236687
  nChanged 53
		SP:Iteration 19Q (82035.670000 sec): 3 clusters
  Score: Raw -261744.486544 + Penalty 2503.037018 = -259241.449526
  nChanged 50
		SP:Iteration 20F (82035.720000 sec): 3 clusters
  Score: Raw -261797.989988 + Penalty 2503.037018 = -259294.952970
  nChanged 47
		SP:Iteration 21Q (82035.760000 sec): 3 clusters
  Score: Raw -261836.356119 + Penalty 2503.037018 = -259333.319101
  nChanged 34
		SP:Iteration 22Q (82035.800000 sec): 3 clusters
  Score: Raw -261872.587962 + Penalty 2503.037018 = -259369.550944
  nChanged 31
		SP:Iteration 23Q (82035.840000 sec): 3 clusters
  Score: Raw -261898.332854 + Penalty 2503.037018 = -259395.295836
  nChanged 24
		SP:Iteration 24Q (82035.880000 sec): 3 clusters
  Score: Raw -261913.015620 + Penalty 2503.037018 = -259409.978602
  nChanged 21
		SP:Iteration 25Q (82035.920000 sec): 3 clusters
  Score: Raw -261929.693584 + Penalty 2503.037018 = -259426.656566
  nChanged 16
		SP:Iteration 26Q (82035.960000 sec): 3 clusters
  Score: Raw -261940.081000 + Penalty 2503.037018 = -259437.043982
  nChanged 11
		SP:Iteration 27Q (82036.000000 sec): 3 clusters
  Score: Raw -261949.227982 + Penalty 2503.037018 = -259446.190964
  nChanged 10
		SP:Iteration 28Q (82036.050000 sec): 3 clusters
  Score: Raw -261953.794297 + Penalty 2503.037018 = -259450.757279
  nChanged 12
		SP:Iteration 29Q (82036.090000 sec): 3 clusters
  Score: Raw -261962.502806 + Penalty 2503.037018 = -259459.465789
  nChanged 7
		SP:Iteration 30Q (82036.130000 sec): 3 clusters
  Score: Raw -261965.674714 + Penalty 2503.037018 = -259462.637696
  nChanged 7
		SP:Iteration 31Q (82036.170000 sec): 3 clusters
  Score: Raw -261969.617657 + Penalty 2503.037018 = -259466.580639
  nChanged 5
		SP:Iteration 32Q (82036.220000 sec): 3 clusters
  Score: Raw -261971.395466 + Penalty 2503.037018 = -259468.358449
  nChanged 3
		SP:Iteration 33Q (82036.260000 sec): 3 clusters
  Score: Raw -261972.470224 + Penalty 2503.037018 = -259469.433206
  nChanged 3
		SP:Iteration 34Q (82036.300000 sec): 3 clusters
  Score: Raw -261973.469889 + Penalty 2503.037018 = -259470.432871
  nChanged 2
		SP:Iteration 35Q (82036.340000 sec): 3 clusters
  Score: Raw -261974.123895 + Penalty 2503.037018 = -259471.086877
  nChanged 0
		SP:Iteration 36F (82036.380000 sec): 3 clusters
  Score: Raw -261974.123895 + Penalty 2503.037018 = -259471.086877
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 31 (4448 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (82036.520000 sec): 2 clusters
  Score: Raw -598918.015507 + Penalty 1365.034098 = -597552.981409
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (82036.710000 sec): 3 clusters
  Score: Raw -596615.385748 + Penalty 2730.068197 = -593885.317551
  nChanged 1815
		SP:Iteration 1F (82036.890000 sec): 3 clusters
  Score: Raw -597642.461042 + Penalty 2730.068197 = -594912.392846
  nChanged 346
		SP:Iteration 2F (82037.000000 sec): 3 clusters
  Score: Raw -597831.555484 + Penalty 2730.068197 = -595101.487288
  nChanged 232
		SP:Iteration 3F (82037.090000 sec): 3 clusters
  Score: Raw -597944.857223 + Penalty 2730.068197 = -595214.789026
  nChanged 173
		SP:Iteration 4Q (82037.180000 sec): 3 clusters
  Score: Raw -598026.895537 + Penalty 2730.068197 = -595296.827340
  nChanged 185
		SP:Iteration 5Q (82037.260000 sec): 3 clusters
  Score: Raw -598116.337937 + Penalty 2730.068197 = -595386.269740
  nChanged 175
		SP:Iteration 6Q (82037.350000 sec): 3 clusters
  Score: Raw -598204.884902 + Penalty 2730.068197 = -595474.816706
  nChanged 158
		SP:Iteration 7Q (82037.440000 sec): 3 clusters
  Score: Raw -598280.917749 + Penalty 2730.068197 = -595550.849553
  nChanged 130
		SP:Iteration 8Q (82037.520000 sec): 3 clusters
  Score: Raw -598343.759099 + Penalty 2730.068197 = -595613.690903
  nChanged 112
		SP:Iteration 9Q (82037.650000 sec): 3 clusters
  Score: Raw -598396.649917 + Penalty 2730.068197 = -595666.581720
  nChanged 105
		SP:Iteration 10Q (82037.730000 sec): 3 clusters
  Score: Raw -598454.609997 + Penalty 2730.068197 = -595724.541800
  nChanged 105
		SP:Iteration 11Q (82037.820000 sec): 3 clusters
  Score: Raw -598515.802214 + Penalty 2730.068197 = -595785.734018
  nChanged 115
		SP:Iteration 12Q (82037.900000 sec): 3 clusters
  Score: Raw -598588.805537 + Penalty 2730.068197 = -595858.737341
  nChanged 125
		SP:Iteration 13Q (82037.990000 sec): 3 clusters
  Score: Raw -598672.676353 + Penalty 2730.068197 = -595942.608156
  nChanged 98
		SP:Iteration 14Q (82038.080000 sec): 3 clusters
  Score: Raw -598742.121362 + Penalty 2730.068197 = -596012.053165
  nChanged 81
		SP:Iteration 15Q (82038.160000 sec): 3 clusters
  Score: Raw -598798.875658 + Penalty 2730.068197 = -596068.807461
  nChanged 72
		SP:Iteration 16Q (82038.250000 sec): 3 clusters
  Score: Raw -598845.253175 + Penalty 2730.068197 = -596115.184978
  nChanged 63
		SP:Iteration 17Q (82038.340000 sec): 3 clusters
  Score: Raw -598886.698637 + Penalty 2730.068197 = -596156.630441
  nChanged 54
		SP:Iteration 18Q (82038.420000 sec): 3 clusters
  Score: Raw -598926.945487 + Penalty 2730.068197 = -596196.877290
  nChanged 57
		SP:Iteration 19Q (82038.510000 sec): 3 clusters
  Score: Raw -598964.841243 + Penalty 2730.068197 = -596234.773047
  nChanged 50
		SP:Iteration 20F (82038.600000 sec): 3 clusters
  Score: Raw -599000.718790 + Penalty 2730.068197 = -596270.650594
  nChanged 47
		SP:Iteration 21Q (82038.680000 sec): 3 clusters
  Score: Raw -599034.417409 + Penalty 2730.068197 = -596304.349212
  nChanged 42
		SP:Iteration 22Q (82038.760000 sec): 3 clusters
  Score: Raw -599065.162021 + Penalty 2730.068197 = -596335.093824
  nChanged 34
		SP:Iteration 23Q (82038.840000 sec): 3 clusters
  Score: Raw -599089.888545 + Penalty 2730.068197 = -596359.820348
  nChanged 32
		SP:Iteration 24Q (82038.920000 sec): 3 clusters
  Score: Raw -599114.728278 + Penalty 2730.068197 = -596384.660081
  nChanged 34
		SP:Iteration 25Q (82039.000000 sec): 3 clusters
  Score: Raw -599137.277105 + Penalty 2730.068197 = -596407.208908
  nChanged 25
		SP:Iteration 26Q (82039.210000 sec): 3 clusters
  Score: Raw -599151.669258 + Penalty 2730.068197 = -596421.601061
  nChanged 22
		SP:Iteration 27Q (82039.350000 sec): 3 clusters
  Score: Raw -599166.801107 + Penalty 2730.068197 = -596436.732910
  nChanged 18
		SP:Iteration 28Q (82039.520000 sec): 3 clusters
  Score: Raw -599179.346827 + Penalty 2730.068197 = -596449.278630
  nChanged 10
		SP:Iteration 29Q (82039.600000 sec): 3 clusters
  Score: Raw -599184.367744 + Penalty 2730.068197 = -596454.299548
  nChanged 8
		SP:Iteration 30Q (82039.680000 sec): 3 clusters
  Score: Raw -599190.261504 + Penalty 2730.068197 = -596460.193307
  nChanged 9
		SP:Iteration 31Q (82039.770000 sec): 3 clusters
  Score: Raw -599196.743170 + Penalty 2730.068197 = -596466.674973
  nChanged 4
		SP:Iteration 32Q (82039.850000 sec): 3 clusters
  Score: Raw -599199.851252 + Penalty 2730.068197 = -596469.783055
  nChanged 3
		SP:Iteration 33Q (82039.940000 sec): 3 clusters
  Score: Raw -599201.825562 + Penalty 2730.068197 = -596471.757365
  nChanged 7
		SP:Iteration 34Q (82040.020000 sec): 3 clusters
  Score: Raw -599208.027228 + Penalty 2730.068197 = -596477.959031
  nChanged 11
		SP:Iteration 35Q (82040.100000 sec): 3 clusters
  Score: Raw -599220.768458 + Penalty 2730.068197 = -596490.700261
  nChanged 10
		SP:Iteration 36Q (82040.180000 sec): 3 clusters
  Score: Raw -599230.127804 + Penalty 2730.068197 = -596500.059607
  nChanged 5
		SP:Iteration 37Q (82040.270000 sec): 3 clusters
  Score: Raw -599234.005840 + Penalty 2730.068197 = -596503.937644
  nChanged 5
		SP:Iteration 38Q (82040.350000 sec): 3 clusters
  Score: Raw -599238.806937 + Penalty 2730.068197 = -596508.738740
  nChanged 7
		SP:Iteration 39Q (82040.460000 sec): 3 clusters
  Score: Raw -599244.245838 + Penalty 2730.068197 = -596514.177642
  nChanged 4
		SP:Iteration 40F (82040.540000 sec): 3 clusters
  Score: Raw -599246.946310 + Penalty 2730.068197 = -596516.878114
  nChanged 7
		SP:Iteration 41Q (82040.630000 sec): 3 clusters
  Score: Raw -599251.243219 + Penalty 2730.068197 = -596521.175023
  nChanged 1
		SP:Iteration 42Q (82040.710000 sec): 3 clusters
  Score: Raw -599252.248985 + Penalty 2730.068197 = -596522.180788
  nChanged 1
		SP:Iteration 43Q (82040.800000 sec): 3 clusters
  Score: Raw -599253.944385 + Penalty 2730.068197 = -596523.876188
  nChanged 4
		SP:Iteration 44Q (82040.880000 sec): 3 clusters
  Score: Raw -599258.649334 + Penalty 2730.068197 = -596528.581138
  nChanged 5
		SP:Iteration 45Q (82040.960000 sec): 3 clusters
  Score: Raw -599261.878508 + Penalty 2730.068197 = -596531.810311
  nChanged 4
		SP:Iteration 46Q (82041.040000 sec): 3 clusters
  Score: Raw -599263.891348 + Penalty 2730.068197 = -596533.823151
  nChanged 0
		SP:Iteration 47F (82041.120000 sec): 3 clusters
  Score: Raw -599263.891348 + Penalty 2730.068197 = -596533.823151
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 32 (205 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (82041.210000 sec): 2 clusters
  Score: Raw -23116.437798 + Penalty 864.989122 = -22251.448676
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (82041.390000 sec): 3 clusters
  Score: Raw -23213.871098 + Penalty 1729.978243 = -21483.892855
  nChanged 22
		SP:Iteration 1F (82041.560000 sec): 3 clusters
  Score: Raw -23290.037570 + Penalty 1729.978243 = -21560.059327
  nChanged 11
		SP:Iteration 2F (82041.740000 sec): 3 clusters
  Score: Raw -23322.159387 + Penalty 1729.978243 = -21592.181144
  nChanged 5
		SP:Iteration 3Q (82041.890000 sec): 3 clusters
  Score: Raw -23336.135735 + Penalty 1729.978243 = -21606.157492
  nChanged 1
		SP:Iteration 4Q (82042.050000 sec): 3 clusters
  Score: Raw -23343.142792 + Penalty 1729.978243 = -21613.164548
  nChanged 0
		SP:Iteration 5F (82042.220000 sec): 3 clusters
  Score: Raw -23343.142792 + Penalty 1729.978243 = -21613.164548
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 33 (330 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (82042.260000 sec): 2 clusters
  Score: Raw -30235.364096 + Penalty 942.352556 = -29293.011540
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (82042.280000 sec): 3 clusters
  Score: Raw -30295.311552 + Penalty 1884.705113 = -28410.606439
  nChanged 76
		SP:Iteration 1F (82042.280000 sec): 3 clusters
  Score: Raw -30440.038920 + Penalty 1884.705113 = -28555.333807
  nChanged 22
		SP:Iteration 2F (82042.290000 sec): 3 clusters
  Score: Raw -30479.984046 + Penalty 1884.705113 = -28595.278934
  nChanged 1
		SP:Iteration 3Q (82042.300000 sec): 3 clusters
  Score: Raw -30481.832321 + Penalty 1884.705113 = -28597.127208
  nChanged 2
		SP:Iteration 4Q (82042.310000 sec): 3 clusters
  Score: Raw -30485.762116 + Penalty 1884.705113 = -28601.057003
  nChanged 3
		SP:Iteration 5Q (82042.320000 sec): 3 clusters
  Score: Raw -30488.461844 + Penalty 1884.705113 = -28603.756731
  nChanged 3
		SP:Iteration 6Q (82042.320000 sec): 3 clusters
  Score: Raw -30497.014186 + Penalty 1884.705113 = -28612.309074
  nChanged 6
		SP:Iteration 7Q (82042.330000 sec): 3 clusters
  Score: Raw -30507.646142 + Penalty 1884.705113 = -28622.941029
  nChanged 6
		SP:Iteration 8Q (82042.340000 sec): 3 clusters
  Score: Raw -30542.219548 + Penalty 1884.705113 = -28657.514435
  nChanged 3
		SP:Iteration 9Q (82042.350000 sec): 3 clusters
  Score: Raw -30547.550053 + Penalty 1884.705113 = -28662.844940
  nChanged 3
		SP:Iteration 10Q (82042.360000 sec): 3 clusters
  Score: Raw -30551.601266 + Penalty 1884.705113 = -28666.896154
  nChanged 1
		SP:Iteration 11Q (82042.360000 sec): 3 clusters
  Score: Raw -30554.825020 + Penalty 1884.705113 = -28670.119908
  nChanged 0
		SP:Iteration 12F (82042.370000 sec): 3 clusters
  Score: Raw -30554.825020 + Penalty 1884.705113 = -28670.119908
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 34 (14989 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (82042.550000 sec): 2 clusters
  Score: Raw -1809018.068576 + Penalty 1562.449180 = -1807455.619396
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (82042.810000 sec): 3 clusters
  Score: Raw -1800106.858834 + Penalty 3124.898360 = -1796981.960474
  nChanged 6718
		SP:Iteration 1F (82043.100000 sec): 3 clusters
  Score: Raw -1803693.599700 + Penalty 3124.898360 = -1800568.701339
  nChanged 750
		SP:Iteration 2F (82043.360000 sec): 3 clusters
  Score: Raw -1803940.222706 + Penalty 3124.898360 = -1800815.324346
  nChanged 650
		SP:Iteration 3Q (82043.630000 sec): 3 clusters
  Score: Raw -1804154.519701 + Penalty 3124.898360 = -1801029.621341
  nChanged 610
		SP:Iteration 4Q (82043.900000 sec): 3 clusters
  Score: Raw -1804353.059248 + Penalty 3124.898360 = -1801228.160888
  nChanged 530
		SP:Iteration 5Q (82044.140000 sec): 3 clusters
  Score: Raw -1804536.805831 + Penalty 3124.898360 = -1801411.907471
  nChanged 518
		SP:Iteration 6Q (82044.320000 sec): 3 clusters
  Score: Raw -1804707.886446 + Penalty 3124.898360 = -1801582.988086
  nChanged 494
		SP:Iteration 7Q (82044.630000 sec): 3 clusters
  Score: Raw -1804865.555773 + Penalty 3124.898360 = -1801740.657412
  nChanged 454
		SP:Iteration 8Q (82044.780000 sec): 3 clusters
  Score: Raw -1805011.339111 + Penalty 3124.898360 = -1801886.440750
  nChanged 450
		SP:Iteration 9Q (82045.060000 sec): 3 clusters
  Score: Raw -1805147.956485 + Penalty 3124.898360 = -1802023.058124
  nChanged 413
		SP:Iteration 10Q (82045.320000 sec): 3 clusters
  Score: Raw -1805282.219373 + Penalty 3124.898360 = -1802157.321013
  nChanged 422
		SP:Iteration 11Q (82045.580000 sec): 3 clusters
  Score: Raw -1805432.775148 + Penalty 3124.898360 = -1802307.876787
  nChanged 454
		SP:Iteration 12Q (82045.870000 sec): 3 clusters
  Score: Raw -1805603.509973 + Penalty 3124.898360 = -1802478.611613
  nChanged 445
		SP:Iteration 13Q (82046.180000 sec): 3 clusters
  Score: Raw -1805760.531668 + Penalty 3124.898360 = -1802635.633308
  nChanged 443
		SP:Iteration 14Q (82046.450000 sec): 3 clusters
  Score: Raw -1805926.957444 + Penalty 3124.898360 = -1802802.059084
  nChanged 464
		SP:Iteration 15Q (82046.700000 sec): 3 clusters
  Score: Raw -1806098.278431 + Penalty 3124.898360 = -1802973.380071
  nChanged 421
		SP:Iteration 16Q (82046.920000 sec): 3 clusters
  Score: Raw -1806236.723092 + Penalty 3124.898360 = -1803111.824732
  nChanged 344
		SP:Iteration 17Q (82047.170000 sec): 3 clusters
  Score: Raw -1806331.281712 + Penalty 3124.898360 = -1803206.383352
  nChanged 286
		SP:Iteration 18Q (82047.420000 sec): 3 clusters
  Score: Raw -1806403.445340 + Penalty 3124.898360 = -1803278.546980
  nChanged 221
		SP:Iteration 19Q (82047.700000 sec): 3 clusters
  Score: Raw -1806448.850495 + Penalty 3124.898360 = -1803323.952135
  nChanged 196
		SP:Iteration 20F (82048.020000 sec): 3 clusters
  Score: Raw -1806488.573884 + Penalty 3124.898360 = -1803363.675524
  nChanged 179
		SP:Iteration 21Q (82048.290000 sec): 3 clusters
  Score: Raw -1806519.072989 + Penalty 3124.898360 = -1803394.174629
  nChanged 147
		SP:Iteration 22Q (82048.560000 sec): 3 clusters
  Score: Raw -1806543.309478 + Penalty 3124.898360 = -1803418.411118
  nChanged 124
		SP:Iteration 23Q (82048.830000 sec): 3 clusters
  Score: Raw -1806564.311597 + Penalty 3124.898360 = -1803439.413236
  nChanged 131
		SP:Iteration 24Q (82049.100000 sec): 3 clusters
  Score: Raw -1806589.900929 + Penalty 3124.898360 = -1803465.002569
  nChanged 143
		SP:Iteration 25Q (82049.370000 sec): 3 clusters
  Score: Raw -1806618.475061 + Penalty 3124.898360 = -1803493.576701
  nChanged 186
		SP:Iteration 26Q (82049.640000 sec): 3 clusters
  Score: Raw -1806656.363208 + Penalty 3124.898360 = -1803531.464848
  nChanged 190
		SP:Iteration 27Q (82049.920000 sec): 3 clusters
  Score: Raw -1806698.267824 + Penalty 3124.898360 = -1803573.369464
  nChanged 208
		SP:Iteration 28Q (82050.180000 sec): 3 clusters
  Score: Raw -1806744.842837 + Penalty 3124.898360 = -1803619.944477
  nChanged 210
		SP:Iteration 29Q (82050.420000 sec): 3 clusters
  Score: Raw -1806791.891218 + Penalty 3124.898360 = -1803666.992857
  nChanged 210
		SP:Iteration 30Q (82050.590000 sec): 3 clusters
  Score: Raw -1806839.749115 + Penalty 3124.898360 = -1803714.850755
  nChanged 228
		SP:Iteration 31Q (82050.800000 sec): 3 clusters
  Score: Raw -1806894.500299 + Penalty 3124.898360 = -1803769.601939
  nChanged 263
		SP:Iteration 32Q (82051.060000 sec): 3 clusters
  Score: Raw -1806964.629758 + Penalty 3124.898360 = -1803839.731397
  nChanged 298
		SP:Iteration 33Q (82051.330000 sec): 3 clusters
  Score: Raw -1807047.954037 + Penalty 3124.898360 = -1803923.055677
  nChanged 309
		SP:Iteration 34Q (82051.600000 sec): 3 clusters
  Score: Raw -1807142.049661 + Penalty 3124.898360 = -1804017.151300
  nChanged 351
		SP:Iteration 35Q (82051.870000 sec): 3 clusters
  Score: Raw -1807261.291007 + Penalty 3124.898360 = -1804136.392647
  nChanged 382
		SP:Iteration 36Q (82052.140000 sec): 3 clusters
  Score: Raw -1807408.992975 + Penalty 3124.898360 = -1804284.094614
  nChanged 396
		SP:Iteration 37Q (82052.410000 sec): 3 clusters
  Score: Raw -1807567.731563 + Penalty 3124.898360 = -1804442.833203
  nChanged 403
		SP:Iteration 38Q (82052.680000 sec): 3 clusters
  Score: Raw -1807741.881730 + Penalty 3124.898360 = -1804616.983369
  nChanged 397
		SP:Iteration 39Q (82052.960000 sec): 3 clusters
  Score: Raw -1807921.760086 + Penalty 3124.898360 = -1804796.861726
  nChanged 377
		SP:Iteration 40F (82053.230000 sec): 3 clusters
  Score: Raw -1808092.703805 + Penalty 3124.898360 = -1804967.805445
  nChanged 340
		SP:Iteration 41Q (82053.430000 sec): 3 clusters
  Score: Raw -1808252.683076 + Penalty 3124.898360 = -1805127.784716
  nChanged 340
		SP:Iteration 42Q (82053.710000 sec): 3 clusters
  Score: Raw -1808424.434721 + Penalty 3124.898360 = -1805299.536361
  nChanged 297
		SP:Iteration 43Q (82053.940000 sec): 3 clusters
  Score: Raw -1808574.571616 + Penalty 3124.898360 = -1805449.673255
  nChanged 254
		SP:Iteration 44Q (82054.150000 sec): 3 clusters
  Score: Raw -1808720.074570 + Penalty 3124.898360 = -1805595.176210
  nChanged 230
		SP:Iteration 45Q (82054.410000 sec): 3 clusters
  Score: Raw -1808845.923154 + Penalty 3124.898360 = -1805721.024793
  nChanged 176
		SP:Iteration 46Q (82054.640000 sec): 3 clusters
  Score: Raw -1808928.928761 + Penalty 3124.898360 = -1805804.030400
  nChanged 125
		SP:Iteration 47Q (82054.910000 sec): 3 clusters
  Score: Raw -1808989.571515 + Penalty 3124.898360 = -1805864.673155
  nChanged 115
		SP:Iteration 48Q (82055.140000 sec): 3 clusters
  Score: Raw -1809049.010338 + Penalty 3124.898360 = -1805924.111978
  nChanged 101
		SP:Iteration 49Q (82055.410000 sec): 3 clusters
  Score: Raw -1809107.449356 + Penalty 3124.898360 = -1805982.550996
  nChanged 76
		SP:Iteration 50Q (82055.640000 sec): 3 clusters
  Score: Raw -1809153.058639 + Penalty 3124.898360 = -1806028.160279
  nChanged 68
		SP:Iteration 51Q (82055.920000 sec): 3 clusters
  Score: Raw -1809187.026948 + Penalty 3124.898360 = -1806062.128588
  nChanged 42
		SP:Iteration 52Q (82056.140000 sec): 3 clusters
  Score: Raw -1809207.919085 + Penalty 3124.898360 = -1806083.020725
  nChanged 33
		SP:Iteration 53Q (82056.420000 sec): 3 clusters
  Score: Raw -1809226.144151 + Penalty 3124.898360 = -1806101.245791
  nChanged 26
		SP:Iteration 54Q (82056.650000 sec): 3 clusters
  Score: Raw -1809240.252881 + Penalty 3124.898360 = -1806115.354521
  nChanged 25
		SP:Iteration 55Q (82056.920000 sec): 3 clusters
  Score: Raw -1809252.954371 + Penalty 3124.898360 = -1806128.056011
  nChanged 23
		SP:Iteration 56Q (82057.150000 sec): 3 clusters
  Score: Raw -1809262.528947 + Penalty 3124.898360 = -1806137.630587
  nChanged 10
		SP:Iteration 57Q (82057.420000 sec): 3 clusters
  Score: Raw -1809267.431645 + Penalty 3124.898360 = -1806142.533285
  nChanged 8
		SP:Iteration 58Q (82057.650000 sec): 3 clusters
  Score: Raw -1809271.224761 + Penalty 3124.898360 = -1806146.326401
  nChanged 6
		SP:Iteration 59Q (82057.920000 sec): 3 clusters
  Score: Raw -1809273.599977 + Penalty 3124.898360 = -1806148.701617
  nChanged 8
		SP:Iteration 60F (82058.190000 sec): 3 clusters
  Score: Raw -1809276.164092 + Penalty 3124.898360 = -1806151.265731
  nChanged 5
		SP:Iteration 61Q (82058.420000 sec): 3 clusters
  Score: Raw -1809278.526469 + Penalty 3124.898360 = -1806153.628109
  nChanged 4
		SP:Iteration 62Q (82058.650000 sec): 3 clusters
  Score: Raw -1809280.363941 + Penalty 3124.898360 = -1806155.465581
  nChanged 1
		SP:Iteration 63Q (82058.920000 sec): 3 clusters
  Score: Raw -1809280.969923 + Penalty 3124.898360 = -1806156.071563
  nChanged 3
		SP:Iteration 64Q (82059.150000 sec): 3 clusters
  Score: Raw -1809282.376867 + Penalty 3124.898360 = -1806157.478507
  nChanged 1
		SP:Iteration 65Q (82059.420000 sec): 3 clusters
  Score: Raw -1809282.697486 + Penalty 3124.898360 = -1806157.799126
  nChanged 1
		SP:Iteration 66Q (82059.650000 sec): 3 clusters
  Score: Raw -1809283.351192 + Penalty 3124.898360 = -1806158.452832
  nChanged 0
		SP:Iteration 67F (82059.920000 sec): 3 clusters
  Score: Raw -1809283.351192 + Penalty 3124.898360 = -1806158.452832
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 35 (2129 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (82060.020000 sec): 2 clusters
  Score: Raw -262483.307668 + Penalty 1245.303746 = -261238.003922
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (82060.200000 sec): 3 clusters
  Score: Raw -261551.169873 + Penalty 2490.607491 = -259060.562381
  nChanged 748
		SP:Iteration 1F (82060.370000 sec): 3 clusters
  Score: Raw -262027.769172 + Penalty 2490.607491 = -259537.161680
  nChanged 131
		SP:Iteration 2F (82060.550000 sec): 3 clusters
  Score: Raw -262102.674276 + Penalty 2490.607491 = -259612.066785
  nChanged 68
		SP:Iteration 3Q (82060.720000 sec): 3 clusters
  Score: Raw -262140.979950 + Penalty 2490.607491 = -259650.372459
  nChanged 49
		SP:Iteration 4Q (82060.900000 sec): 3 clusters
  Score: Raw -262165.186844 + Penalty 2490.607491 = -259674.579353
  nChanged 33
		SP:Iteration 5Q (82061.080000 sec): 3 clusters
  Score: Raw -262181.942397 + Penalty 2490.607491 = -259691.334906
  nChanged 28
		SP:Iteration 6Q (82061.250000 sec): 3 clusters
  Score: Raw -262196.441692 + Penalty 2490.607491 = -259705.834200
  nChanged 24
		SP:Iteration 7Q (82061.430000 sec): 3 clusters
  Score: Raw -262205.167658 + Penalty 2490.607491 = -259714.560167
  nChanged 10
		SP:Iteration 8Q (82061.600000 sec): 3 clusters
  Score: Raw -262208.906396 + Penalty 2490.607491 = -259718.298905
  nChanged 8
		SP:Iteration 9Q (82061.780000 sec): 3 clusters
  Score: Raw -262212.156344 + Penalty 2490.607491 = -259721.548853
  nChanged 3
		SP:Iteration 10Q (82061.960000 sec): 3 clusters
  Score: Raw -262212.661179 + Penalty 2490.607491 = -259722.053688
  nChanged 3
		SP:Iteration 11Q (82062.130000 sec): 3 clusters
  Score: Raw -262214.696802 + Penalty 2490.607491 = -259724.089311
  nChanged 7
		SP:Iteration 12Q (82062.310000 sec): 3 clusters
  Score: Raw -262217.188629 + Penalty 2490.607491 = -259726.581138
  nChanged 6
		SP:Iteration 13Q (82062.480000 sec): 3 clusters
  Score: Raw -262220.198976 + Penalty 2490.607491 = -259729.591485
  nChanged 6
		SP:Iteration 14Q (82062.660000 sec): 3 clusters
  Score: Raw -262222.421160 + Penalty 2490.607491 = -259731.813669
  nChanged 4
		SP:Iteration 15Q (82062.840000 sec): 3 clusters
  Score: Raw -262224.248871 + Penalty 2490.607491 = -259733.641379
  nChanged 5
		SP:Iteration 16Q (82063.010000 sec): 3 clusters
  Score: Raw -262226.079220 + Penalty 2490.607491 = -259735.471729
  nChanged 10
		SP:Iteration 17Q (82063.180000 sec): 3 clusters
  Score: Raw -262230.276480 + Penalty 2490.607491 = -259739.668988
  nChanged 6
		SP:Iteration 18Q (82063.360000 sec): 3 clusters
  Score: Raw -262234.059472 + Penalty 2490.607491 = -259743.451981
  nChanged 7
		SP:Iteration 19Q (82063.540000 sec): 3 clusters
  Score: Raw -262237.050566 + Penalty 2490.607491 = -259746.443075
  nChanged 8
		SP:Iteration 20F (82063.710000 sec): 3 clusters
  Score: Raw -262240.331587 + Penalty 2490.607491 = -259749.724096
  nChanged 7
		SP:Iteration 21Q (82063.890000 sec): 3 clusters
  Score: Raw -262244.023616 + Penalty 2490.607491 = -259753.416124
  nChanged 12
		SP:Iteration 22Q (82064.060000 sec): 3 clusters
  Score: Raw -262251.883493 + Penalty 2490.607491 = -259761.276002
  nChanged 12
		SP:Iteration 23Q (82064.240000 sec): 3 clusters
  Score: Raw -262257.990196 + Penalty 2490.607491 = -259767.382705
  nChanged 11
		SP:Iteration 24Q (82064.420000 sec): 3 clusters
  Score: Raw -262263.058108 + Penalty 2490.607491 = -259772.450617
  nChanged 10
		SP:Iteration 25Q (82064.590000 sec): 3 clusters
  Score: Raw -262269.072768 + Penalty 2490.607491 = -259778.465277
  nChanged 12
		SP:Iteration 26Q (82064.770000 sec): 3 clusters
  Score: Raw -262274.793755 + Penalty 2490.607491 = -259784.186264
  nChanged 11
		SP:Iteration 27Q (82064.940000 sec): 3 clusters
  Score: Raw -262278.919947 + Penalty 2490.607491 = -259788.312456
  nChanged 10
		SP:Iteration 28Q (82065.120000 sec): 3 clusters
  Score: Raw -262282.896583 + Penalty 2490.607491 = -259792.289092
  nChanged 9
		SP:Iteration 29Q (82065.300000 sec): 3 clusters
  Score: Raw -262288.117149 + Penalty 2490.607491 = -259797.509658
  nChanged 7
		SP:Iteration 30Q (82065.470000 sec): 3 clusters
  Score: Raw -262290.936752 + Penalty 2490.607491 = -259800.329261
  nChanged 6
		SP:Iteration 31Q (82065.650000 sec): 3 clusters
  Score: Raw -262292.908782 + Penalty 2490.607491 = -259802.301291
  nChanged 6
		SP:Iteration 32Q (82065.820000 sec): 3 clusters
  Score: Raw -262295.384417 + Penalty 2490.607491 = -259804.776926
  nChanged 5
		SP:Iteration 33Q (82066.000000 sec): 3 clusters
  Score: Raw -262297.362471 + Penalty 2490.607491 = -259806.754980
  nChanged 1
		SP:Iteration 34Q (82066.180000 sec): 3 clusters
  Score: Raw -262297.869149 + Penalty 2490.607491 = -259807.261658
  nChanged 2
		SP:Iteration 35Q (82066.350000 sec): 3 clusters
  Score: Raw -262298.642274 + Penalty 2490.607491 = -259808.034783
  nChanged 5
		SP:Iteration 36Q (82066.530000 sec): 3 clusters
  Score: Raw -262301.730883 + Penalty 2490.607491 = -259811.123392
  nChanged 5
		SP:Iteration 37Q (82066.700000 sec): 3 clusters
  Score: Raw -262304.311783 + Penalty 2490.607491 = -259813.704292
  nChanged 5
		SP:Iteration 38Q (82066.880000 sec): 3 clusters
  Score: Raw -262306.640109 + Penalty 2490.607491 = -259816.032618
  nChanged 4
		SP:Iteration 39Q (82067.060000 sec): 3 clusters
  Score: Raw -262309.157214 + Penalty 2490.607491 = -259818.549723
  nChanged 5
		SP:Iteration 40F (82067.230000 sec): 3 clusters
  Score: Raw -262311.837545 + Penalty 2490.607491 = -259821.230054
  nChanged 7
		SP:Iteration 41Q (82067.410000 sec): 3 clusters
  Score: Raw -262315.445624 + Penalty 2490.607491 = -259824.838133
  nChanged 8
		SP:Iteration 42Q (82067.580000 sec): 3 clusters
  Score: Raw -262318.995500 + Penalty 2490.607491 = -259828.388009
  nChanged 9
		SP:Iteration 43Q (82067.760000 sec): 3 clusters
  Score: Raw -262321.683056 + Penalty 2490.607491 = -259831.075564
  nChanged 4
		SP:Iteration 44Q (82067.940000 sec): 3 clusters
  Score: Raw -262322.397183 + Penalty 2490.607491 = -259831.789692
  nChanged 2
		SP:Iteration 45Q (82068.110000 sec): 3 clusters
  Score: Raw -262323.273430 + Penalty 2490.607491 = -259832.665938
  nChanged 2
		SP:Iteration 46Q (82068.290000 sec): 3 clusters
  Score: Raw -262323.752530 + Penalty 2490.607491 = -259833.145038
  nChanged 1
		SP:Iteration 47Q (82068.460000 sec): 3 clusters
  Score: Raw -262324.143648 + Penalty 2490.607491 = -259833.536157
  nChanged 1
		SP:Iteration 48Q (82068.640000 sec): 3 clusters
  Score: Raw -262324.584962 + Penalty 2490.607491 = -259833.977471
  nChanged 3
		SP:Iteration 49Q (82068.810000 sec): 3 clusters
  Score: Raw -262325.070747 + Penalty 2490.607491 = -259834.463256
  nChanged 2
		SP:Iteration 50Q (82068.990000 sec): 3 clusters
  Score: Raw -262326.048954 + Penalty 2490.607491 = -259835.441463
  nChanged 2
		SP:Iteration 51Q (82069.160000 sec): 3 clusters
  Score: Raw -262326.747483 + Penalty 2490.607491 = -259836.139992
  nChanged 2
		SP:Iteration 52Q (82069.340000 sec): 3 clusters
  Score: Raw -262327.352822 + Penalty 2490.607491 = -259836.745331
  nChanged 1
		SP:Iteration 53Q (82069.520000 sec): 3 clusters
  Score: Raw -262328.117245 + Penalty 2490.607491 = -259837.509754
  nChanged 3
		SP:Iteration 54Q (82069.690000 sec): 3 clusters
  Score: Raw -262329.601883 + Penalty 2490.607491 = -259838.994392
  nChanged 5
		SP:Iteration 55Q (82069.870000 sec): 3 clusters
  Score: Raw -262332.830870 + Penalty 2490.607491 = -259842.223379
  nChanged 4
		SP:Iteration 56Q (82070.040000 sec): 3 clusters
  Score: Raw -262334.985261 + Penalty 2490.607491 = -259844.377770
  nChanged 3
		SP:Iteration 57Q (82070.220000 sec): 3 clusters
  Score: Raw -262336.932432 + Penalty 2490.607491 = -259846.324941
  nChanged 5
		SP:Iteration 58Q (82070.400000 sec): 3 clusters
  Score: Raw -262338.366640 + Penalty 2490.607491 = -259847.759149
  nChanged 4
		SP:Iteration 59Q (82070.570000 sec): 3 clusters
  Score: Raw -262340.010085 + Penalty 2490.607491 = -259849.402594
  nChanged 4
		SP:Iteration 60F (82070.750000 sec): 3 clusters
  Score: Raw -262341.021634 + Penalty 2490.607491 = -259850.414143
  nChanged 1
		SP:Iteration 61Q (82070.920000 sec): 3 clusters
  Score: Raw -262341.725364 + Penalty 2490.607491 = -259851.117873
  nChanged 1
		SP:Iteration 62Q (82071.100000 sec): 3 clusters
  Score: Raw -262342.057867 + Penalty 2490.607491 = -259851.450376
  nChanged 0
		SP:Iteration 63F (82071.280000 sec): 3 clusters
  Score: Raw -262342.057867 + Penalty 2490.607491 = -259851.450376
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 36 (308 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (82071.360000 sec): 2 clusters
  Score: Raw -21944.410874 + Penalty 931.141215 = -21013.269659
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (82071.540000 sec): 3 clusters
  Score: Raw -22025.585240 + Penalty 1862.282429 = -20163.302810
  nChanged 79
		SP:Iteration 1F (82071.720000 sec): 3 clusters
  Score: Raw -22277.362765 + Penalty 1862.282429 = -20415.080336
  nChanged 30
		SP:Iteration 2F (82071.890000 sec): 3 clusters
  Score: Raw -22385.036031 + Penalty 1862.282429 = -20522.753602
  nChanged 15
		SP:Iteration 3Q (82072.070000 sec): 3 clusters
  Score: Raw -22470.758224 + Penalty 1862.282429 = -20608.475795
  nChanged 9
		SP:Iteration 4Q (82072.240000 sec): 3 clusters
  Score: Raw -22508.870208 + Penalty 1862.282429 = -20646.587778
  nChanged 8
		SP:Iteration 5Q (82072.420000 sec): 3 clusters
  Score: Raw -22545.266217 + Penalty 1862.282429 = -20682.983787
  nChanged 2
		SP:Iteration 6Q (82072.600000 sec): 3 clusters
  Score: Raw -22561.469667 + Penalty 1862.282429 = -20699.187238
  nChanged 3
		SP:Iteration 7Q (82072.770000 sec): 3 clusters
  Score: Raw -22571.886939 + Penalty 1862.282429 = -20709.604510
  nChanged 1
		SP:Iteration 8Q (82072.940000 sec): 3 clusters
  Score: Raw -22576.147253 + Penalty 1862.282429 = -20713.864823
  nChanged 0
		SP:Iteration 9F (82073.120000 sec): 3 clusters
  Score: Raw -22576.147253 + Penalty 1862.282429 = -20713.864823
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 37 (400 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (82073.210000 sec): 2 clusters
  Score: Raw -36679.319055 + Penalty 973.612989 = -35705.706066
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (82073.380000 sec): 3 clusters
  Score: Raw -36730.013230 + Penalty 1947.225978 = -34782.787252
  nChanged 99
		SP:Iteration 1F (82073.560000 sec): 3 clusters
  Score: Raw -36978.534842 + Penalty 1947.225978 = -35031.308865
  nChanged 23
		SP:Iteration 2F (82073.740000 sec): 3 clusters
  Score: Raw -37045.082103 + Penalty 1947.225978 = -35097.856125
  nChanged 13
		SP:Iteration 3Q (82073.910000 sec): 3 clusters
  Score: Raw -37090.695252 + Penalty 1947.225978 = -35143.469274
  nChanged 5
		SP:Iteration 4Q (82074.090000 sec): 3 clusters
  Score: Raw -37113.617642 + Penalty 1947.225978 = -35166.391664
  nChanged 5
		SP:Iteration 5Q (82074.260000 sec): 3 clusters
  Score: Raw -37129.065027 + Penalty 1947.225978 = -35181.839049
  nChanged 7
		SP:Iteration 6Q (82074.440000 sec): 3 clusters
  Score: Raw -37143.976078 + Penalty 1947.225978 = -35196.750100
  nChanged 4
		SP:Iteration 7Q (82074.620000 sec): 3 clusters
  Score: Raw -37158.260809 + Penalty 1947.225978 = -35211.034831
  nChanged 5
		SP:Iteration 8Q (82074.790000 sec): 3 clusters
  Score: Raw -37168.375387 + Penalty 1947.225978 = -35221.149409
  nChanged 5
		SP:Iteration 9Q (82074.970000 sec): 3 clusters
  Score: Raw -37175.154382 + Penalty 1947.225978 = -35227.928404
  nChanged 1
		SP:Iteration 10Q (82075.140000 sec): 3 clusters
  Score: Raw -37177.718208 + Penalty 1947.225978 = -35230.492231
  nChanged 0
		SP:Iteration 11F (82075.320000 sec): 3 clusters
  Score: Raw -37177.718208 + Penalty 1947.225978 = -35230.492231
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 38 (6086 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (82075.420000 sec): 2 clusters
  Score: Raw -737805.901227 + Penalty 1415.983779 = -736389.917448
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (82075.630000 sec): 3 clusters
  Score: Raw -734543.417667 + Penalty 2831.967557 = -731711.450109
  nChanged 2506
		SP:Iteration 1F (82075.800000 sec): 3 clusters
  Score: Raw -735896.879756 + Penalty 2831.967557 = -733064.912199
  nChanged 424
		SP:Iteration 2F (82075.960000 sec): 3 clusters
  Score: Raw -736098.402164 + Penalty 2831.967557 = -733266.434607
  nChanged 310
		SP:Iteration 3F (82076.130000 sec): 3 clusters
  Score: Raw -736259.148961 + Penalty 2831.967557 = -733427.181403
  nChanged 303
		SP:Iteration 4Q (82076.300000 sec): 3 clusters
  Score: Raw -736437.955370 + Penalty 2831.967557 = -733605.987813
  nChanged 289
		SP:Iteration 5Q (82076.460000 sec): 3 clusters
  Score: Raw -736604.977349 + Penalty 2831.967557 = -733773.009792
  nChanged 304
		SP:Iteration 6Q (82076.630000 sec): 3 clusters
  Score: Raw -736802.261101 + Penalty 2831.967557 = -733970.293544
  nChanged 326
		SP:Iteration 7F (82076.770000 sec): 3 clusters
  Score: Raw -737044.279436 + Penalty 2831.967557 = -734212.311879
  nChanged 309
		SP:Iteration 8F (82076.870000 sec): 3 clusters
  Score: Raw -737302.630278 + Penalty 2831.967557 = -734470.662721
  nChanged 275
		SP:Iteration 9Q (82077.100000 sec): 3 clusters
  Score: Raw -737558.322296 + Penalty 2831.967557 = -734726.354738
  nChanged 227
		SP:Iteration 10Q (82077.230000 sec): 3 clusters
  Score: Raw -737795.298030 + Penalty 2831.967557 = -734963.330473
  nChanged 185
		SP:Iteration 11Q (82077.400000 sec): 3 clusters
  Score: Raw -738034.532030 + Penalty 2831.967557 = -735202.564473
  nChanged 182
		SP:Iteration 12Q (82077.570000 sec): 3 clusters
  Score: Raw -738301.109983 + Penalty 2831.967557 = -735469.142425
  nChanged 141
		SP:Iteration 13Q (82077.730000 sec): 3 clusters
  Score: Raw -738546.026969 + Penalty 2831.967557 = -735714.059412
  nChanged 101
		SP:Iteration 14Q (82077.900000 sec): 3 clusters
  Score: Raw -738729.325422 + Penalty 2831.967557 = -735897.357864
  nChanged 65
		SP:Iteration 15Q (82078.060000 sec): 3 clusters
  Score: Raw -738783.138183 + Penalty 2831.967557 = -735951.170626
  nChanged 24
		SP:Iteration 16Q (82078.230000 sec): 3 clusters
  Score: Raw -738793.134241 + Penalty 2831.967557 = -735961.166684
  nChanged 6
		SP:Iteration 17Q (82078.400000 sec): 3 clusters
  Score: Raw -738795.191830 + Penalty 2831.967557 = -735963.224273
  nChanged 2
		SP:Iteration 18Q (82078.560000 sec): 3 clusters
  Score: Raw -738795.593372 + Penalty 2831.967557 = -735963.625814
  nChanged 0
		SP:Iteration 19F (82078.720000 sec): 3 clusters
  Score: Raw -738795.593372 + Penalty 2831.967557 = -735963.625814
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 39 (1186 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (82078.790000 sec): 2 clusters
  Score: Raw -141805.592997 + Penalty 1150.230507 = -140655.362491
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (82078.960000 sec): 3 clusters
  Score: Raw -141358.841101 + Penalty 2300.461013 = -139058.380087
  nChanged 374
		SP:Iteration 1F (82079.140000 sec): 3 clusters
  Score: Raw -141677.009300 + Penalty 2300.461013 = -139376.548286
  nChanged 99
		SP:Iteration 2F (82079.320000 sec): 3 clusters
  Score: Raw -141773.138301 + Penalty 2300.461013 = -139472.677287
  nChanged 62
		SP:Iteration 3F (82079.490000 sec): 3 clusters
  Score: Raw -141836.662028 + Penalty 2300.461013 = -139536.201015
  nChanged 43
		SP:Iteration 4Q (82079.670000 sec): 3 clusters
  Score: Raw -141883.408921 + Penalty 2300.461013 = -139582.947908
  nChanged 37
		SP:Iteration 5Q (82079.800000 sec): 3 clusters
  Score: Raw -141915.517407 + Penalty 2300.461013 = -139615.056394
  nChanged 26
		SP:Iteration 6Q (82079.830000 sec): 3 clusters
  Score: Raw -141935.819801 + Penalty 2300.461013 = -139635.358787
  nChanged 20
		SP:Iteration 7Q (82079.860000 sec): 3 clusters
  Score: Raw -141948.503824 + Penalty 2300.461013 = -139648.042810
  nChanged 15
		SP:Iteration 8Q (82079.890000 sec): 3 clusters
  Score: Raw -141959.375657 + Penalty 2300.461013 = -139658.914643
  nChanged 14
		SP:Iteration 9Q (82079.910000 sec): 3 clusters
  Score: Raw -141970.949243 + Penalty 2300.461013 = -139670.488230
  nChanged 13
		SP:Iteration 10Q (82079.940000 sec): 3 clusters
  Score: Raw -141980.341644 + Penalty 2300.461013 = -139679.880630
  nChanged 13
		SP:Iteration 11Q (82079.970000 sec): 3 clusters
  Score: Raw -141989.137268 + Penalty 2300.461013 = -139688.676255
  nChanged 11
		SP:Iteration 12Q (82080.000000 sec): 3 clusters
  Score: Raw -142001.431792 + Penalty 2300.461013 = -139700.970779
  nChanged 10
		SP:Iteration 13Q (82080.030000 sec): 3 clusters
  Score: Raw -142007.973970 + Penalty 2300.461013 = -139707.512957
  nChanged 6
		SP:Iteration 14Q (82080.060000 sec): 3 clusters
  Score: Raw -142013.960881 + Penalty 2300.461013 = -139713.499867
  nChanged 7
		SP:Iteration 15Q (82080.090000 sec): 3 clusters
  Score: Raw -142021.712149 + Penalty 2300.461013 = -139721.251136
  nChanged 7
		SP:Iteration 16Q (82080.120000 sec): 3 clusters
  Score: Raw -142029.689514 + Penalty 2300.461013 = -139729.228500
  nChanged 9
		SP:Iteration 17Q (82080.150000 sec): 3 clusters
  Score: Raw -142038.461960 + Penalty 2300.461013 = -139738.000947
  nChanged 7
		SP:Iteration 18Q (82080.180000 sec): 3 clusters
  Score: Raw -142045.109256 + Penalty 2300.461013 = -139744.648243
  nChanged 11
		SP:Iteration 19Q (82080.200000 sec): 3 clusters
  Score: Raw -142062.526648 + Penalty 2300.461013 = -139762.065634
  nChanged 13
		SP:Iteration 20F (82080.380000 sec): 3 clusters
  Score: Raw -142073.269341 + Penalty 2300.461013 = -139772.808328
  nChanged 10
		SP:Iteration 21Q (82080.550000 sec): 3 clusters
  Score: Raw -142082.255941 + Penalty 2300.461013 = -139781.794928
  nChanged 10
		SP:Iteration 22Q (82080.730000 sec): 3 clusters
  Score: Raw -142095.613931 + Penalty 2300.461013 = -139795.152918
  nChanged 10
		SP:Iteration 23Q (82080.900000 sec): 3 clusters
  Score: Raw -142103.122899 + Penalty 2300.461013 = -139802.661886
  nChanged 6
		SP:Iteration 24Q (82081.080000 sec): 3 clusters
  Score: Raw -142108.563814 + Penalty 2300.461013 = -139808.102801
  nChanged 3
		SP:Iteration 25Q (82081.260000 sec): 3 clusters
  Score: Raw -142111.039230 + Penalty 2300.461013 = -139810.578217
  nChanged 3
		SP:Iteration 26Q (82081.310000 sec): 3 clusters
  Score: Raw -142113.078130 + Penalty 2300.461013 = -139812.617117
  nChanged 3
		SP:Iteration 27Q (82081.330000 sec): 3 clusters
  Score: Raw -142115.509940 + Penalty 2300.461013 = -139815.048926
  nChanged 5
		SP:Iteration 28Q (82081.360000 sec): 3 clusters
  Score: Raw -142118.293783 + Penalty 2300.461013 = -139817.832769
  nChanged 3
		SP:Iteration 29Q (82081.400000 sec): 3 clusters
  Score: Raw -142120.814817 + Penalty 2300.461013 = -139820.353804
  nChanged 3
		SP:Iteration 30Q (82081.420000 sec): 3 clusters
  Score: Raw -142122.504458 + Penalty 2300.461013 = -139822.043445
  nChanged 3
		SP:Iteration 31Q (82081.450000 sec): 3 clusters
  Score: Raw -142124.303766 + Penalty 2300.461013 = -139823.842752
  nChanged 2
		SP:Iteration 32Q (82081.480000 sec): 3 clusters
  Score: Raw -142125.747900 + Penalty 2300.461013 = -139825.286887
  nChanged 0
		SP:Iteration 33F (82081.510000 sec): 3 clusters
  Score: Raw -142125.747900 + Penalty 2300.461013 = -139825.286887
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 40 (3181 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (82081.580000 sec): 2 clusters
  Score: Raw -373083.531983 + Penalty 1310.554520 = -371772.977463
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (82081.640000 sec): 3 clusters
  Score: Raw -371600.555439 + Penalty 2621.109040 = -368979.446399
  nChanged 1238
		SP:Iteration 1F (82081.710000 sec): 3 clusters
  Score: Raw -372299.905015 + Penalty 2621.109040 = -369678.795975
  nChanged 257
		SP:Iteration 2F (82081.770000 sec): 3 clusters
  Score: Raw -372469.891575 + Penalty 2621.109040 = -369848.782535
  nChanged 143
		SP:Iteration 3Q (82081.830000 sec): 3 clusters
  Score: Raw -372569.655600 + Penalty 2621.109040 = -369948.546560
  nChanged 151
		SP:Iteration 4Q (82081.890000 sec): 3 clusters
  Score: Raw -372670.234336 + Penalty 2621.109040 = -370049.125296
  nChanged 143
		SP:Iteration 5Q (82081.950000 sec): 3 clusters
  Score: Raw -372770.102872 + Penalty 2621.109040 = -370148.993832
  nChanged 132
		SP:Iteration 6Q (82082.000000 sec): 3 clusters
  Score: Raw -372866.417944 + Penalty 2621.109040 = -370245.308904
  nChanged 137
		SP:Iteration 7Q (82082.060000 sec): 3 clusters
  Score: Raw -372960.289826 + Penalty 2621.109040 = -370339.180786
  nChanged 120
		SP:Iteration 8Q (82082.120000 sec): 3 clusters
  Score: Raw -373034.422940 + Penalty 2621.109040 = -370413.313900
  nChanged 108
		SP:Iteration 9Q (82082.180000 sec): 3 clusters
  Score: Raw -373116.766623 + Penalty 2621.109040 = -370495.657583
  nChanged 106
		SP:Iteration 10Q (82082.240000 sec): 3 clusters
  Score: Raw -373189.863832 + Penalty 2621.109040 = -370568.754792
  nChanged 86
		SP:Iteration 11Q (82082.290000 sec): 3 clusters
  Score: Raw -373251.535631 + Penalty 2621.109040 = -370630.426592
  nChanged 83
		SP:Iteration 12Q (82082.350000 sec): 3 clusters
  Score: Raw -373310.064896 + Penalty 2621.109040 = -370688.955856
  nChanged 68
		SP:Iteration 13Q (82082.410000 sec): 3 clusters
  Score: Raw -373373.022980 + Penalty 2621.109040 = -370751.913940
  nChanged 75
		SP:Iteration 14Q (82082.470000 sec): 3 clusters
  Score: Raw -373433.091878 + Penalty 2621.109040 = -370811.982838
  nChanged 64
		SP:Iteration 15Q (82082.520000 sec): 3 clusters
  Score: Raw -373480.056474 + Penalty 2621.109040 = -370858.947434
  nChanged 59
		SP:Iteration 16Q (82082.590000 sec): 3 clusters
  Score: Raw -373522.986869 + Penalty 2621.109040 = -370901.877829
  nChanged 58
		SP:Iteration 17Q (82082.650000 sec): 3 clusters
  Score: Raw -373572.359960 + Penalty 2621.109040 = -370951.250921
  nChanged 66
		SP:Iteration 18Q (82082.710000 sec): 3 clusters
  Score: Raw -373632.693587 + Penalty 2621.109040 = -371011.584547
  nChanged 63
		SP:Iteration 19Q (82082.760000 sec): 3 clusters
  Score: Raw -373694.350905 + Penalty 2621.109040 = -371073.241865
  nChanged 51
		SP:Iteration 20F (82082.820000 sec): 3 clusters
  Score: Raw -373729.507168 + Penalty 2621.109040 = -371108.398128
  nChanged 31
		SP:Iteration 21Q (82082.880000 sec): 3 clusters
  Score: Raw -373750.743312 + Penalty 2621.109040 = -371129.634272
  nChanged 34
		SP:Iteration 22Q (82082.940000 sec): 3 clusters
  Score: Raw -373772.994515 + Penalty 2621.109040 = -371151.885476
  nChanged 28
		SP:Iteration 23Q (82083.000000 sec): 3 clusters
  Score: Raw -373792.332461 + Penalty 2621.109040 = -371171.223422
  nChanged 30
		SP:Iteration 24Q (82083.060000 sec): 3 clusters
  Score: Raw -373820.638120 + Penalty 2621.109040 = -371199.529080
  nChanged 37
		SP:Iteration 25Q (82083.110000 sec): 3 clusters
  Score: Raw -373856.731418 + Penalty 2621.109040 = -371235.622378
  nChanged 27
		SP:Iteration 26Q (82083.170000 sec): 3 clusters
  Score: Raw -373879.697701 + Penalty 2621.109040 = -371258.588661
  nChanged 25
		SP:Iteration 27Q (82083.230000 sec): 3 clusters
  Score: Raw -373907.136076 + Penalty 2621.109040 = -371286.027036
  nChanged 19
		SP:Iteration 28Q (82083.280000 sec): 3 clusters
  Score: Raw -373928.718491 + Penalty 2621.109040 = -371307.609451
  nChanged 18
		SP:Iteration 29Q (82083.340000 sec): 3 clusters
  Score: Raw -373951.771117 + Penalty 2621.109040 = -371330.662077
  nChanged 22
		SP:Iteration 30Q (82083.400000 sec): 3 clusters
  Score: Raw -373985.645007 + Penalty 2621.109040 = -371364.535967
  nChanged 28
		SP:Iteration 31Q (82083.460000 sec): 3 clusters
  Score: Raw -374017.526116 + Penalty 2621.109040 = -371396.417076
  nChanged 15
		SP:Iteration 32Q (82083.520000 sec): 3 clusters
  Score: Raw -374028.406739 + Penalty 2621.109040 = -371407.297699
  nChanged 10
		SP:Iteration 33Q (82083.580000 sec): 3 clusters
  Score: Raw -374033.648555 + Penalty 2621.109040 = -371412.539515
  nChanged 5
		SP:Iteration 34Q (82083.640000 sec): 3 clusters
  Score: Raw -374036.141407 + Penalty 2621.109040 = -371415.032368
  nChanged 4
		SP:Iteration 35Q (82083.690000 sec): 3 clusters
  Score: Raw -374037.998713 + Penalty 2621.109040 = -371416.889673
  nChanged 3
		SP:Iteration 36Q (82083.750000 sec): 3 clusters
  Score: Raw -374040.026397 + Penalty 2621.109040 = -371418.917357
  nChanged 3
		SP:Iteration 37Q (82083.810000 sec): 3 clusters
  Score: Raw -374042.542202 + Penalty 2621.109040 = -371421.433162
  nChanged 2
		SP:Iteration 38Q (82083.870000 sec): 3 clusters
  Score: Raw -374043.654213 + Penalty 2621.109040 = -371422.545174
  nChanged 3
		SP:Iteration 39Q (82083.930000 sec): 3 clusters
  Score: Raw -374044.527500 + Penalty 2621.109040 = -371423.418461
  nChanged 0
		SP:Iteration 40F (82083.990000 sec): 3 clusters
  Score: Raw -374044.527500 + Penalty 2621.109040 = -371423.418461
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 41 (168 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (82084.030000 sec): 2 clusters
  Score: Raw -8510.059370 + Penalty 832.644147 = -7677.415223
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (82084.040000 sec): 3 clusters
  Score: Raw -8662.590327 + Penalty 1665.288293 = -6997.302034
  nChanged 24
		SP:Iteration 1F (82084.050000 sec): 3 clusters
  Score: Raw -8777.068555 + Penalty 1665.288293 = -7111.780262
  nChanged 8
		SP:Iteration 2Q (82084.060000 sec): 3 clusters
  Score: Raw -8837.503202 + Penalty 1665.288293 = -7172.214909
  nChanged 2
		SP:Iteration 3Q (82084.070000 sec): 3 clusters
  Score: Raw -8863.376209 + Penalty 1665.288293 = -7198.087916
  nChanged 3
		SP:Iteration 4Q (82084.070000 sec): 3 clusters
  Score: Raw -8909.321394 + Penalty 1665.288293 = -7244.033101
  nChanged 3
		SP:Iteration 5Q (82084.080000 sec): 3 clusters
  Score: Raw -8961.794564 + Penalty 1665.288293 = -7296.506271
  nChanged 4
		SP:Iteration 6Q (82084.090000 sec): 3 clusters
  Score: Raw -8993.004752 + Penalty 1665.288293 = -7327.716458
  nChanged 1
		SP:Iteration 7Q (82084.090000 sec): 3 clusters
  Score: Raw -9000.998915 + Penalty 1665.288293 = -7335.710622
  nChanged 2
		SP:Iteration 8Q (82084.100000 sec): 3 clusters
  Score: Raw -9009.970089 + Penalty 1665.288293 = -7344.681796
  nChanged 1
		SP:Iteration 9Q (82084.110000 sec): 3 clusters
  Score: Raw -9016.041638 + Penalty 1665.288293 = -7350.753345
  nChanged 2
		SP:Iteration 10Q (82084.120000 sec): 3 clusters
  Score: Raw -9031.154403 + Penalty 1665.288293 = -7365.866110
  nChanged 1
		SP:Iteration 11Q (82084.130000 sec): 3 clusters
  Score: Raw -9046.179610 + Penalty 1665.288293 = -7380.891317
  nChanged 1
		SP:Iteration 12Q (82084.130000 sec): 3 clusters
  Score: Raw -9049.481586 + Penalty 1665.288293 = -7384.193293
  nChanged 0
		SP:Iteration 13F (82084.140000 sec): 3 clusters
  Score: Raw -9049.481586 + Penalty 1665.288293 = -7384.193293
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 42 (411 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (82084.190000 sec): 2 clusters
  Score: Raw -48283.862340 + Penalty 978.021397 = -47305.840943
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (82084.190000 sec): 3 clusters
  Score: Raw -48297.089098 + Penalty 1956.042795 = -46341.046303
  nChanged 94
		SP:Iteration 1F (82084.210000 sec): 3 clusters
  Score: Raw -48550.608745 + Penalty 1956.042795 = -46594.565950
  nChanged 33
		SP:Iteration 2F (82084.220000 sec): 3 clusters
  Score: Raw -48667.260711 + Penalty 1956.042795 = -46711.217917
  nChanged 18
		SP:Iteration 3Q (82084.230000 sec): 3 clusters
  Score: Raw -48730.999696 + Penalty 1956.042795 = -46774.956901
  nChanged 11
		SP:Iteration 4Q (82084.240000 sec): 3 clusters
  Score: Raw -48788.409358 + Penalty 1956.042795 = -46832.366563
  nChanged 13
		SP:Iteration 5Q (82084.250000 sec): 3 clusters
  Score: Raw -48824.095536 + Penalty 1956.042795 = -46868.052741
  nChanged 10
		SP:Iteration 6Q (82084.260000 sec): 3 clusters
  Score: Raw -48853.130628 + Penalty 1956.042795 = -46897.087833
  nChanged 9
		SP:Iteration 7Q (82084.270000 sec): 3 clusters
  Score: Raw -48883.228217 + Penalty 1956.042795 = -46927.185422
  nChanged 8
		SP:Iteration 8Q (82084.270000 sec): 3 clusters
  Score: Raw -48904.933334 + Penalty 1956.042795 = -46948.890539
  nChanged 7
		SP:Iteration 9Q (82084.290000 sec): 3 clusters
  Score: Raw -48927.548274 + Penalty 1956.042795 = -46971.505480
  nChanged 9
		SP:Iteration 10Q (82084.300000 sec): 3 clusters
  Score: Raw -48955.981456 + Penalty 1956.042795 = -46999.938661
  nChanged 10
		SP:Iteration 11Q (82084.310000 sec): 3 clusters
  Score: Raw -48996.046878 + Penalty 1956.042795 = -47040.004083
  nChanged 7
		SP:Iteration 12Q (82084.310000 sec): 3 clusters
  Score: Raw -49025.984611 + Penalty 1956.042795 = -47069.941816
  nChanged 7
		SP:Iteration 13Q (82084.320000 sec): 3 clusters
  Score: Raw -49045.123095 + Penalty 1956.042795 = -47089.080300
  nChanged 5
		SP:Iteration 14Q (82084.340000 sec): 3 clusters
  Score: Raw -49060.449456 + Penalty 1956.042795 = -47104.406662
  nChanged 4
		SP:Iteration 15Q (82084.350000 sec): 3 clusters
  Score: Raw -49067.801634 + Penalty 1956.042795 = -47111.758839
  nChanged 2
		SP:Iteration 16Q (82084.350000 sec): 3 clusters
  Score: Raw -49077.676527 + Penalty 1956.042795 = -47121.633732
  nChanged 5
		SP:Iteration 17Q (82084.360000 sec): 3 clusters
  Score: Raw -49108.394674 + Penalty 1956.042795 = -47152.351879
  nChanged 4
		SP:Iteration 18Q (82084.370000 sec): 3 clusters
  Score: Raw -49127.537203 + Penalty 1956.042795 = -47171.494408
  nChanged 0
		SP:Iteration 19F (82084.380000 sec): 3 clusters
  Score: Raw -49127.537203 + Penalty 1956.042795 = -47171.494408
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 43 (1353 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (82084.450000 sec): 2 clusters
  Score: Raw -152220.445250 + Penalty 1171.637940 = -151048.807311
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (82084.630000 sec): 3 clusters
  Score: Raw -151771.916258 + Penalty 2343.275879 = -149428.640379
  nChanged 431
		SP:Iteration 1F (82084.810000 sec): 3 clusters
  Score: Raw -152265.694923 + Penalty 2343.275879 = -149922.419044
  nChanged 134
		SP:Iteration 2F (82084.900000 sec): 3 clusters
  Score: Raw -152436.536709 + Penalty 2343.275879 = -150093.260830
  nChanged 75
		SP:Iteration 3F (82084.930000 sec): 3 clusters
  Score: Raw -152524.732516 + Penalty 2343.275879 = -150181.456637
  nChanged 55
		SP:Iteration 4Q (82084.960000 sec): 3 clusters
  Score: Raw -152580.957956 + Penalty 2343.275879 = -150237.682077
  nChanged 24
		SP:Iteration 5Q (82084.990000 sec): 3 clusters
  Score: Raw -152608.351173 + Penalty 2343.275879 = -150265.075294
  nChanged 16
		SP:Iteration 6Q (82085.020000 sec): 3 clusters
  Score: Raw -152623.871756 + Penalty 2343.275879 = -150280.595877
  nChanged 16
		SP:Iteration 7Q (82085.050000 sec): 3 clusters
  Score: Raw -152634.327411 + Penalty 2343.275879 = -150291.051532
  nChanged 9
		SP:Iteration 8Q (82085.090000 sec): 3 clusters
  Score: Raw -152645.395214 + Penalty 2343.275879 = -150302.119335
  nChanged 10
		SP:Iteration 9Q (82085.120000 sec): 3 clusters
  Score: Raw -152651.188167 + Penalty 2343.275879 = -150307.912288
  nChanged 9
		SP:Iteration 10Q (82085.150000 sec): 3 clusters
  Score: Raw -152655.649058 + Penalty 2343.275879 = -150312.373179
  nChanged 3
		SP:Iteration 11Q (82085.180000 sec): 3 clusters
  Score: Raw -152657.065720 + Penalty 2343.275879 = -150313.789841
  nChanged 2
		SP:Iteration 12Q (82085.210000 sec): 3 clusters
  Score: Raw -152657.705029 + Penalty 2343.275879 = -150314.429150
  nChanged 1
		SP:Iteration 13Q (82085.240000 sec): 3 clusters
  Score: Raw -152658.420420 + Penalty 2343.275879 = -150315.144541
  nChanged 2
		SP:Iteration 14Q (82085.270000 sec): 3 clusters
  Score: Raw -152659.034705 + Penalty 2343.275879 = -150315.758826
  nChanged 1
		SP:Iteration 15Q (82085.310000 sec): 3 clusters
  Score: Raw -152659.327056 + Penalty 2343.275879 = -150316.051177
  nChanged 1
		SP:Iteration 16Q (82085.340000 sec): 3 clusters
  Score: Raw -152660.801429 + Penalty 2343.275879 = -150317.525550
  nChanged 1
		SP:Iteration 17Q (82085.370000 sec): 3 clusters
  Score: Raw -152661.011048 + Penalty 2343.275879 = -150317.735169
  nChanged 0
		SP:Iteration 18F (82085.400000 sec): 3 clusters
  Score: Raw -152661.011048 + Penalty 2343.275879 = -150317.735169
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 44 (3041 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (82085.500000 sec): 2 clusters
  Score: Raw -370149.855993 + Penalty 1303.240524 = -368846.615469
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (82085.670000 sec): 3 clusters
  Score: Raw -368699.190662 + Penalty 2606.481048 = -366092.709613
  nChanged 1162
		SP:Iteration 1F (82085.850000 sec): 3 clusters
  Score: Raw -369384.389628 + Penalty 2606.481048 = -366777.908579
  nChanged 231
		SP:Iteration 2F (82086.030000 sec): 3 clusters
  Score: Raw -369553.343299 + Penalty 2606.481048 = -366946.862251
  nChanged 173
		SP:Iteration 3F (82086.200000 sec): 3 clusters
  Score: Raw -369662.921718 + Penalty 2606.481048 = -367056.440670
  nChanged 138
		SP:Iteration 4Q (82086.260000 sec): 3 clusters
  Score: Raw -369748.592797 + Penalty 2606.481048 = -367142.111748
  nChanged 94
		SP:Iteration 5Q (82086.310000 sec): 3 clusters
  Score: Raw -369808.626433 + Penalty 2606.481048 = -367202.145385
  nChanged 80
		SP:Iteration 6Q (82086.370000 sec): 3 clusters
  Score: Raw -369861.931176 + Penalty 2606.481048 = -367255.450128
  nChanged 81
		SP:Iteration 7Q (82086.430000 sec): 3 clusters
  Score: Raw -369917.384425 + Penalty 2606.481048 = -367310.903377
  nChanged 79
		SP:Iteration 8Q (82086.490000 sec): 3 clusters
  Score: Raw -369973.286633 + Penalty 2606.481048 = -367366.805584
  nChanged 83
		SP:Iteration 9Q (82086.550000 sec): 3 clusters
  Score: Raw -370033.563514 + Penalty 2606.481048 = -367427.082466
  nChanged 85
		SP:Iteration 10Q (82086.600000 sec): 3 clusters
  Score: Raw -370094.805035 + Penalty 2606.481048 = -367488.323987
  nChanged 83
		SP:Iteration 11Q (82086.660000 sec): 3 clusters
  Score: Raw -370167.964119 + Penalty 2606.481048 = -367561.483070
  nChanged 85
		SP:Iteration 12Q (82086.720000 sec): 3 clusters
  Score: Raw -370226.716253 + Penalty 2606.481048 = -367620.235204
  nChanged 89
		SP:Iteration 13Q (82086.770000 sec): 3 clusters
  Score: Raw -370293.758795 + Penalty 2606.481048 = -367687.277747
  nChanged 84
		SP:Iteration 14Q (82086.830000 sec): 3 clusters
  Score: Raw -370360.823648 + Penalty 2606.481048 = -367754.342600
  nChanged 74
		SP:Iteration 15Q (82086.890000 sec): 3 clusters
  Score: Raw -370413.882843 + Penalty 2606.481048 = -367807.401795
  nChanged 69
		SP:Iteration 16Q (82086.950000 sec): 3 clusters
  Score: Raw -370472.965043 + Penalty 2606.481048 = -367866.483994
  nChanged 71
		SP:Iteration 17Q (82087.000000 sec): 3 clusters
  Score: Raw -370540.258147 + Penalty 2606.481048 = -367933.777099
  nChanged 82
		SP:Iteration 18Q (82087.060000 sec): 3 clusters
  Score: Raw -370623.789316 + Penalty 2606.481048 = -368017.308268
  nChanged 68
		SP:Iteration 19Q (82087.120000 sec): 3 clusters
  Score: Raw -370691.229498 + Penalty 2606.481048 = -368084.748449
  nChanged 56
		SP:Iteration 20F (82087.170000 sec): 3 clusters
  Score: Raw -370742.498203 + Penalty 2606.481048 = -368136.017154
  nChanged 58
		SP:Iteration 21Q (82087.230000 sec): 3 clusters
  Score: Raw -370803.236757 + Penalty 2606.481048 = -368196.755709
  nChanged 64
		SP:Iteration 22Q (82087.290000 sec): 3 clusters
  Score: Raw -370876.013265 + Penalty 2606.481048 = -368269.532216
  nChanged 60
		SP:Iteration 23Q (82087.350000 sec): 3 clusters
  Score: Raw -370952.857136 + Penalty 2606.481048 = -368346.376087
  nChanged 53
		SP:Iteration 24Q (82087.400000 sec): 3 clusters
  Score: Raw -371010.192751 + Penalty 2606.481048 = -368403.711702
  nChanged 37
		SP:Iteration 25Q (82087.460000 sec): 3 clusters
  Score: Raw -371036.296873 + Penalty 2606.481048 = -368429.815825
  nChanged 25
		SP:Iteration 26Q (82087.520000 sec): 3 clusters
  Score: Raw -371046.785753 + Penalty 2606.481048 = -368440.304704
  nChanged 10
		SP:Iteration 27Q (82087.570000 sec): 3 clusters
  Score: Raw -371051.392943 + Penalty 2606.481048 = -368444.911894
  nChanged 10
		SP:Iteration 28Q (82087.630000 sec): 3 clusters
  Score: Raw -371057.145338 + Penalty 2606.481048 = -368450.664290
  nChanged 6
		SP:Iteration 29Q (82087.690000 sec): 3 clusters
  Score: Raw -371058.906884 + Penalty 2606.481048 = -368452.425835
  nChanged 2
		SP:Iteration 30Q (82087.750000 sec): 3 clusters
  Score: Raw -371059.256067 + Penalty 2606.481048 = -368452.775019
  nChanged 1
		SP:Iteration 31Q (82087.800000 sec): 3 clusters
  Score: Raw -371060.301825 + Penalty 2606.481048 = -368453.820776
  nChanged 1
		SP:Iteration 32Q (82087.860000 sec): 3 clusters
  Score: Raw -371060.522727 + Penalty 2606.481048 = -368454.041679
  nChanged 0
		SP:Iteration 33F (82087.920000 sec): 3 clusters
  Score: Raw -371060.522727 + Penalty 2606.481048 = -368454.041679
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 45 (1265 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (82087.980000 sec): 2 clusters
  Score: Raw -141633.098718 + Penalty 1160.709453 = -140472.389265
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (82088.010000 sec): 3 clusters
  Score: Raw -141195.289010 + Penalty 2321.418905 = -138873.870104
  nChanged 384
		SP:Iteration 1F (82088.040000 sec): 3 clusters
  Score: Raw -141498.524561 + Penalty 2321.418905 = -139177.105656
  nChanged 98
		SP:Iteration 2F (82088.070000 sec): 3 clusters
  Score: Raw -141595.243679 + Penalty 2321.418905 = -139273.824773
  nChanged 62
		SP:Iteration 3Q (82088.110000 sec): 3 clusters
  Score: Raw -141651.934665 + Penalty 2321.418905 = -139330.515760
  nChanged 27
		SP:Iteration 4Q (82088.130000 sec): 3 clusters
  Score: Raw -141675.784754 + Penalty 2321.418905 = -139354.365848
  nChanged 22
		SP:Iteration 5Q (82088.170000 sec): 3 clusters
  Score: Raw -141692.346052 + Penalty 2321.418905 = -139370.927147
  nChanged 19
		SP:Iteration 6Q (82088.200000 sec): 3 clusters
  Score: Raw -141702.801968 + Penalty 2321.418905 = -139381.383062
  nChanged 7
		SP:Iteration 7Q (82088.230000 sec): 3 clusters
  Score: Raw -141706.785875 + Penalty 2321.418905 = -139385.366970
  nChanged 6
		SP:Iteration 8Q (82088.260000 sec): 3 clusters
  Score: Raw -141711.308449 + Penalty 2321.418905 = -139389.889543
  nChanged 5
		SP:Iteration 9Q (82088.290000 sec): 3 clusters
  Score: Raw -141712.858720 + Penalty 2321.418905 = -139391.439815
  nChanged 5
		SP:Iteration 10Q (82088.330000 sec): 3 clusters
  Score: Raw -141716.419275 + Penalty 2321.418905 = -139395.000370
  nChanged 8
		SP:Iteration 11Q (82088.360000 sec): 3 clusters
  Score: Raw -141721.501675 + Penalty 2321.418905 = -139400.082770
  nChanged 6
		SP:Iteration 12Q (82088.390000 sec): 3 clusters
  Score: Raw -141726.248063 + Penalty 2321.418905 = -139404.829157
  nChanged 8
		SP:Iteration 13Q (82088.420000 sec): 3 clusters
  Score: Raw -141730.824489 + Penalty 2321.418905 = -139409.405583
  nChanged 5
		SP:Iteration 14Q (82088.450000 sec): 3 clusters
  Score: Raw -141734.037684 + Penalty 2321.418905 = -139412.618779
  nChanged 8
		SP:Iteration 15Q (82088.480000 sec): 3 clusters
  Score: Raw -141740.677682 + Penalty 2321.418905 = -139419.258777
  nChanged 6
		SP:Iteration 16Q (82088.510000 sec): 3 clusters
  Score: Raw -141748.900983 + Penalty 2321.418905 = -139427.482077
  nChanged 6
		SP:Iteration 17Q (82088.550000 sec): 3 clusters
  Score: Raw -141754.845478 + Penalty 2321.418905 = -139433.426572
  nChanged 10
		SP:Iteration 18Q (82088.580000 sec): 3 clusters
  Score: Raw -141763.023793 + Penalty 2321.418905 = -139441.604887
  nChanged 10
		SP:Iteration 19Q (82088.610000 sec): 3 clusters
  Score: Raw -141771.351191 + Penalty 2321.418905 = -139449.932285
  nChanged 8
		SP:Iteration 20F (82088.640000 sec): 3 clusters
  Score: Raw -141775.675830 + Penalty 2321.418905 = -139454.256924
  nChanged 6
		SP:Iteration 21Q (82088.670000 sec): 3 clusters
  Score: Raw -141781.778925 + Penalty 2321.418905 = -139460.360020
  nChanged 5
		SP:Iteration 22Q (82088.700000 sec): 3 clusters
  Score: Raw -141783.797821 + Penalty 2321.418905 = -139462.378915
  nChanged 5
		SP:Iteration 23Q (82088.730000 sec): 3 clusters
  Score: Raw -141787.051798 + Penalty 2321.418905 = -139465.632893
  nChanged 3
		SP:Iteration 24Q (82088.770000 sec): 3 clusters
  Score: Raw -141788.659231 + Penalty 2321.418905 = -139467.240326
  nChanged 0
		SP:Iteration 25F (82088.800000 sec): 3 clusters
  Score: Raw -141788.659231 + Penalty 2321.418905 = -139467.240326
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 46 (22116 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (82088.990000 sec): 2 clusters
  Score: Raw -2554424.293605 + Penalty 1625.659199 = -2552798.634407
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (82089.340000 sec): 3 clusters
  Score: Raw -2540974.217102 + Penalty 3251.318397 = -2537722.898704
  nChanged 10126
		SP:Iteration 1F (82089.670000 sec): 3 clusters
  Score: Raw -2546677.333378 + Penalty 3251.318397 = -2543426.014981
  nChanged 1386
		SP:Iteration 2F (82090.010000 sec): 3 clusters
  Score: Raw -2547407.142955 + Penalty 3251.318397 = -2544155.824557
  nChanged 1341
		SP:Iteration 3F (82090.250000 sec): 3 clusters
  Score: Raw -2548243.025128 + Penalty 3251.318397 = -2544991.706730
  nChanged 1510
		SP:Iteration 4F (82090.500000 sec): 3 clusters
  Score: Raw -2549274.248611 + Penalty 3251.318397 = -2546022.930214
  nChanged 1542
		SP:Iteration 5F (82090.810000 sec): 3 clusters
  Score: Raw -2550472.220226 + Penalty 3251.318397 = -2547220.901829
  nChanged 1563
		SP:Iteration 6F (82091.190000 sec): 3 clusters
  Score: Raw -2551735.834476 + Penalty 3251.318397 = -2548484.516079
  nChanged 1457
		SP:Iteration 7F (82091.450000 sec): 3 clusters
  Score: Raw -2552873.865423 + Penalty 3251.318397 = -2549622.547025
  nChanged 1158
		SP:Iteration 8F (82091.710000 sec): 3 clusters
  Score: Raw -2553690.959980 + Penalty 3251.318397 = -2550439.641583
  nChanged 940
		SP:Iteration 9Q (82091.960000 sec): 3 clusters
  Score: Raw -2554287.490428 + Penalty 3251.318397 = -2551036.172030
  nChanged 763
		SP:Iteration 10Q (82092.210000 sec): 3 clusters
  Score: Raw -2554697.900588 + Penalty 3251.318397 = -2551446.582190
  nChanged 553
		SP:Iteration 11Q (82092.470000 sec): 3 clusters
  Score: Raw -2554939.803653 + Penalty 3251.318397 = -2551688.485256
  nChanged 391
		SP:Iteration 12Q (82092.770000 sec): 3 clusters
  Score: Raw -2555082.720667 + Penalty 3251.318397 = -2551831.402270
  nChanged 335
		SP:Iteration 13Q (82093.130000 sec): 3 clusters
  Score: Raw -2555190.939873 + Penalty 3251.318397 = -2551939.621475
  nChanged 249
		SP:Iteration 14Q (82093.500000 sec): 3 clusters
  Score: Raw -2555257.784017 + Penalty 3251.318397 = -2552006.465619
  nChanged 201
		SP:Iteration 15Q (82093.780000 sec): 3 clusters
  Score: Raw -2555301.685180 + Penalty 3251.318397 = -2552050.366782
  nChanged 137
		SP:Iteration 16Q (82094.030000 sec): 3 clusters
  Score: Raw -2555323.535547 + Penalty 3251.318397 = -2552072.217150
  nChanged 99
		SP:Iteration 17Q (82094.380000 sec): 3 clusters
  Score: Raw -2555338.332544 + Penalty 3251.318397 = -2552087.014146
  nChanged 105
		SP:Iteration 18Q (82094.700000 sec): 3 clusters
  Score: Raw -2555352.529148 + Penalty 3251.318397 = -2552101.210751
  nChanged 84
		SP:Iteration 19Q (82095.040000 sec): 3 clusters
  Score: Raw -2555361.651923 + Penalty 3251.318397 = -2552110.333526
  nChanged 58
		SP:Iteration 20F (82095.370000 sec): 3 clusters
  Score: Raw -2555368.073801 + Penalty 3251.318397 = -2552116.755404
  nChanged 52
		SP:Iteration 21Q (82095.710000 sec): 3 clusters
  Score: Raw -2555372.538847 + Penalty 3251.318397 = -2552121.220449
  nChanged 46
		SP:Iteration 22Q (82096.110000 sec): 3 clusters
  Score: Raw -2555376.366808 + Penalty 3251.318397 = -2552125.048410
  nChanged 32
		SP:Iteration 23Q (82096.420000 sec): 3 clusters
  Score: Raw -2555378.821373 + Penalty 3251.318397 = -2552127.502975
  nChanged 29
		SP:Iteration 24Q (82096.750000 sec): 3 clusters
  Score: Raw -2555381.744311 + Penalty 3251.318397 = -2552130.425914
  nChanged 29
		SP:Iteration 25Q (82097.080000 sec): 3 clusters
  Score: Raw -2555383.645024 + Penalty 3251.318397 = -2552132.326627
  nChanged 22
		SP:Iteration 26Q (82097.420000 sec): 3 clusters
  Score: Raw -2555385.390253 + Penalty 3251.318397 = -2552134.071856
  nChanged 23
		SP:Iteration 27Q (82097.750000 sec): 3 clusters
  Score: Raw -2555386.868208 + Penalty 3251.318397 = -2552135.549811
  nChanged 17
		SP:Iteration 28Q (82098.010000 sec): 3 clusters
  Score: Raw -2555387.740707 + Penalty 3251.318397 = -2552136.422310
  nChanged 13
		SP:Iteration 29Q (82098.260000 sec): 3 clusters
  Score: Raw -2555388.602253 + Penalty 3251.318397 = -2552137.283856
  nChanged 18
		SP:Iteration 30Q (82098.520000 sec): 3 clusters
  Score: Raw -2555389.717114 + Penalty 3251.318397 = -2552138.398716
  nChanged 21
		SP:Iteration 31Q (82098.770000 sec): 3 clusters
  Score: Raw -2555391.112376 + Penalty 3251.318397 = -2552139.793979
  nChanged 15
		SP:Iteration 32Q (82099.100000 sec): 3 clusters
  Score: Raw -2555392.056699 + Penalty 3251.318397 = -2552140.738301
  nChanged 17
		SP:Iteration 33Q (82099.480000 sec): 3 clusters
  Score: Raw -2555392.910716 + Penalty 3251.318397 = -2552141.592318
  nChanged 18
		SP:Iteration 34Q (82099.780000 sec): 3 clusters
  Score: Raw -2555394.014045 + Penalty 3251.318397 = -2552142.695647
  nChanged 12
		SP:Iteration 35Q (82100.120000 sec): 3 clusters
  Score: Raw -2555394.705489 + Penalty 3251.318397 = -2552143.387091
  nChanged 16
		SP:Iteration 36Q (82100.460000 sec): 3 clusters
  Score: Raw -2555395.650536 + Penalty 3251.318397 = -2552144.332138
  nChanged 10
		SP:Iteration 37Q (82100.790000 sec): 3 clusters
  Score: Raw -2555396.301348 + Penalty 3251.318397 = -2552144.982950
  nChanged 12
		SP:Iteration 38Q (82101.130000 sec): 3 clusters
  Score: Raw -2555397.163781 + Penalty 3251.318397 = -2552145.845383
  nChanged 13
		SP:Iteration 39Q (82101.460000 sec): 3 clusters
  Score: Raw -2555397.838295 + Penalty 3251.318397 = -2552146.519897
  nChanged 6
		SP:Iteration 40F (82101.760000 sec): 3 clusters
  Score: Raw -2555398.130262 + Penalty 3251.318397 = -2552146.811864
  nChanged 6
		SP:Iteration 41Q (82102.100000 sec): 3 clusters
  Score: Raw -2555398.401795 + Penalty 3251.318397 = -2552147.083397
  nChanged 3
		SP:Iteration 42Q (82102.420000 sec): 3 clusters
  Score: Raw -2555398.520059 + Penalty 3251.318397 = -2552147.201662
  nChanged 1
		SP:Iteration 43Q (82102.750000 sec): 3 clusters
  Score: Raw -2555398.551838 + Penalty 3251.318397 = -2552147.233441
  nChanged 0
		SP:Iteration 44F (82103.090000 sec): 3 clusters
  Score: Raw -2555398.551838 + Penalty 3251.318397 = -2552147.233441
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 47 (1051 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (82103.150000 sec): 2 clusters
  Score: Raw -136850.155718 + Penalty 1130.593323 = -135719.562396
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (82103.170000 sec): 3 clusters
  Score: Raw -136520.851435 + Penalty 2261.186646 = -134259.664789
  nChanged 316
		SP:Iteration 1F (82103.190000 sec): 3 clusters
  Score: Raw -136820.762973 + Penalty 2261.186646 = -134559.576327
  nChanged 88
		SP:Iteration 2F (82103.230000 sec): 3 clusters
  Score: Raw -136929.276651 + Penalty 2261.186646 = -134668.090006
  nChanged 65
		SP:Iteration 3F (82103.250000 sec): 3 clusters
  Score: Raw -137011.802747 + Penalty 2261.186646 = -134750.616101
  nChanged 49
		SP:Iteration 4Q (82103.280000 sec): 3 clusters
  Score: Raw -137074.959278 + Penalty 2261.186646 = -134813.772632
  nChanged 32
		SP:Iteration 5Q (82103.300000 sec): 3 clusters
  Score: Raw -137124.707524 + Penalty 2261.186646 = -134863.520878
  nChanged 28
		SP:Iteration 6Q (82103.330000 sec): 3 clusters
  Score: Raw -137167.934989 + Penalty 2261.186646 = -134906.748343
  nChanged 25
		SP:Iteration 7Q (82103.350000 sec): 3 clusters
  Score: Raw -137194.870625 + Penalty 2261.186646 = -134933.683980
  nChanged 14
		SP:Iteration 8Q (82103.370000 sec): 3 clusters
  Score: Raw -137207.355060 + Penalty 2261.186646 = -134946.168414
  nChanged 1
		SP:Iteration 9Q (82103.400000 sec): 3 clusters
  Score: Raw -137207.885046 + Penalty 2261.186646 = -134946.698400
  nChanged 0
		SP:Iteration 10F (82103.420000 sec): 3 clusters
  Score: Raw -137207.885046 + Penalty 2261.186646 = -134946.698400
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 48 (221 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (82103.470000 sec): 2 clusters
  Score: Raw -16621.085114 + Penalty 877.201439 = -15743.883675
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (82103.470000 sec): 3 clusters
  Score: Raw -16723.507194 + Penalty 1754.402878 = -14969.104316
  nChanged 46
		SP:Iteration 1F (82103.480000 sec): 3 clusters
  Score: Raw -16896.973951 + Penalty 1754.402878 = -15142.571073
  nChanged 16
		SP:Iteration 2F (82103.490000 sec): 3 clusters
  Score: Raw -16978.723908 + Penalty 1754.402878 = -15224.321030
  nChanged 8
		SP:Iteration 3Q (82103.500000 sec): 3 clusters
  Score: Raw -17034.167459 + Penalty 1754.402878 = -15279.764581
  nChanged 3
		SP:Iteration 4Q (82103.510000 sec): 3 clusters
  Score: Raw -17056.746255 + Penalty 1754.402878 = -15302.343377
  nChanged 0
		SP:Iteration 5F (82103.510000 sec): 3 clusters
  Score: Raw -17056.746255 + Penalty 1754.402878 = -15302.343377
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 49 (17026 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (82103.690000 sec): 2 clusters
  Score: Raw -2056397.739824 + Penalty 1583.155741 = -2054814.584084
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (82104.060000 sec): 3 clusters
  Score: Raw -2046316.710399 + Penalty 3166.311482 = -2043150.398917
  nChanged 7584
		SP:Iteration 1F (82104.360000 sec): 3 clusters
  Score: Raw -2050445.097744 + Penalty 3166.311482 = -2047278.786263
  nChanged 898
		SP:Iteration 2F (82104.680000 sec): 3 clusters
  Score: Raw -2050786.701437 + Penalty 3166.311482 = -2047620.389955
  nChanged 793
		SP:Iteration 3Q (82105.020000 sec): 3 clusters
  Score: Raw -2051126.898154 + Penalty 3166.311482 = -2047960.586673
  nChanged 813
		SP:Iteration 4Q (82105.310000 sec): 3 clusters
  Score: Raw -2051574.478724 + Penalty 3166.311482 = -2048408.167243
  nChanged 932
		SP:Iteration 5F (82105.610000 sec): 3 clusters
  Score: Raw -2052157.005054 + Penalty 3166.311482 = -2048990.693572
  nChanged 1021
		SP:Iteration 6F (82105.900000 sec): 3 clusters
  Score: Raw -2052882.140363 + Penalty 3166.311482 = -2049715.828882
  nChanged 1130
		SP:Iteration 7F (82106.140000 sec): 3 clusters
  Score: Raw -2053756.621546 + Penalty 3166.311482 = -2050590.310064
  nChanged 1135
		SP:Iteration 8F (82106.450000 sec): 3 clusters
  Score: Raw -2054735.539885 + Penalty 3166.311482 = -2051569.228404
  nChanged 1052
		SP:Iteration 9F (82106.750000 sec): 3 clusters
  Score: Raw -2055635.765148 + Penalty 3166.311482 = -2052469.453666
  nChanged 779
		SP:Iteration 10Q (82107.040000 sec): 3 clusters
  Score: Raw -2056289.118451 + Penalty 3166.311482 = -2053122.806970
  nChanged 568
		SP:Iteration 11Q (82107.340000 sec): 3 clusters
  Score: Raw -2056757.251259 + Penalty 3166.311482 = -2053590.939777
  nChanged 409
		SP:Iteration 12Q (82107.630000 sec): 3 clusters
  Score: Raw -2057034.983650 + Penalty 3166.311482 = -2053868.672168
  nChanged 308
		SP:Iteration 13Q (82107.930000 sec): 3 clusters
  Score: Raw -2057213.225139 + Penalty 3166.311482 = -2054046.913658
  nChanged 228
		SP:Iteration 14Q (82108.220000 sec): 3 clusters
  Score: Raw -2057312.011183 + Penalty 3166.311482 = -2054145.699701
  nChanged 171
		SP:Iteration 15Q (82108.520000 sec): 3 clusters
  Score: Raw -2057390.870499 + Penalty 3166.311482 = -2054224.559017
  nChanged 147
		SP:Iteration 16Q (82108.810000 sec): 3 clusters
  Score: Raw -2057464.695439 + Penalty 3166.311482 = -2054298.383957
  nChanged 144
		SP:Iteration 17Q (82109.110000 sec): 3 clusters
  Score: Raw -2057525.906578 + Penalty 3166.311482 = -2054359.595096
  nChanged 128
		SP:Iteration 18Q (82109.400000 sec): 3 clusters
  Score: Raw -2057574.221476 + Penalty 3166.311482 = -2054407.909994
  nChanged 109
		SP:Iteration 19Q (82109.700000 sec): 3 clusters
  Score: Raw -2057612.011267 + Penalty 3166.311482 = -2054445.699785
  nChanged 92
		SP:Iteration 20F (82109.990000 sec): 3 clusters
  Score: Raw -2057640.865413 + Penalty 3166.311482 = -2054474.553931
  nChanged 81
		SP:Iteration 21Q (82110.290000 sec): 3 clusters
  Score: Raw -2057666.211860 + Penalty 3166.311482 = -2054499.900379
  nChanged 76
		SP:Iteration 22Q (82110.580000 sec): 3 clusters
  Score: Raw -2057692.070127 + Penalty 3166.311482 = -2054525.758646
  nChanged 80
		SP:Iteration 23Q (82110.880000 sec): 3 clusters
  Score: Raw -2057716.642757 + Penalty 3166.311482 = -2054550.331275
  nChanged 72
		SP:Iteration 24Q (82111.170000 sec): 3 clusters
  Score: Raw -2057737.026792 + Penalty 3166.311482 = -2054570.715310
  nChanged 66
		SP:Iteration 25Q (82111.470000 sec): 3 clusters
  Score: Raw -2057755.825651 + Penalty 3166.311482 = -2054589.514170
  nChanged 61
		SP:Iteration 26Q (82111.760000 sec): 3 clusters
  Score: Raw -2057770.727528 + Penalty 3166.311482 = -2054604.416047
  nChanged 54
		SP:Iteration 27Q (82112.060000 sec): 3 clusters
  Score: Raw -2057784.998745 + Penalty 3166.311482 = -2054618.687264
  nChanged 42
		SP:Iteration 28Q (82112.350000 sec): 3 clusters
  Score: Raw -2057792.828494 + Penalty 3166.311482 = -2054626.517012
  nChanged 35
		SP:Iteration 29Q (82112.640000 sec): 3 clusters
  Score: Raw -2057798.360476 + Penalty 3166.311482 = -2054632.048994
  nChanged 23
		SP:Iteration 30Q (82112.940000 sec): 3 clusters
  Score: Raw -2057802.420606 + Penalty 3166.311482 = -2054636.109124
  nChanged 24
		SP:Iteration 31Q (82113.230000 sec): 3 clusters
  Score: Raw -2057806.745170 + Penalty 3166.311482 = -2054640.433688
  nChanged 19
		SP:Iteration 32Q (82113.530000 sec): 3 clusters
  Score: Raw -2057809.167163 + Penalty 3166.311482 = -2054642.855681
  nChanged 15
		SP:Iteration 33Q (82113.820000 sec): 3 clusters
  Score: Raw -2057810.855954 + Penalty 3166.311482 = -2054644.544472
  nChanged 11
		SP:Iteration 34Q (82114.110000 sec): 3 clusters
  Score: Raw -2057812.423183 + Penalty 3166.311482 = -2054646.111701
  nChanged 13
		SP:Iteration 35Q (82114.410000 sec): 3 clusters
  Score: Raw -2057814.591886 + Penalty 3166.311482 = -2054648.280405
  nChanged 18
		SP:Iteration 36Q (82114.700000 sec): 3 clusters
  Score: Raw -2057816.813989 + Penalty 3166.311482 = -2054650.502507
  nChanged 12
		SP:Iteration 37Q (82115.000000 sec): 3 clusters
  Score: Raw -2057817.938326 + Penalty 3166.311482 = -2054651.626845
  nChanged 11
		SP:Iteration 38Q (82115.290000 sec): 3 clusters
  Score: Raw -2057819.075568 + Penalty 3166.311482 = -2054652.764086
  nChanged 9
		SP:Iteration 39Q (82115.580000 sec): 3 clusters
  Score: Raw -2057820.622877 + Penalty 3166.311482 = -2054654.311396
  nChanged 11
		SP:Iteration 40F (82115.880000 sec): 3 clusters
  Score: Raw -2057821.890040 + Penalty 3166.311482 = -2054655.578558
  nChanged 7
		SP:Iteration 41Q (82116.220000 sec): 3 clusters
  Score: Raw -2057822.662685 + Penalty 3166.311482 = -2054656.351204
  nChanged 9
		SP:Iteration 42Q (82116.470000 sec): 3 clusters
  Score: Raw -2057823.615076 + Penalty 3166.311482 = -2054657.303594
  nChanged 6
		SP:Iteration 43Q (82116.770000 sec): 3 clusters
  Score: Raw -2057824.203791 + Penalty 3166.311482 = -2054657.892310
  nChanged 4
		SP:Iteration 44Q (82116.990000 sec): 3 clusters
  Score: Raw -2057824.571923 + Penalty 3166.311482 = -2054658.260441
  nChanged 2
		SP:Iteration 45Q (82117.240000 sec): 3 clusters
  Score: Raw -2057824.705127 + Penalty 3166.311482 = -2054658.393645
  nChanged 4
		SP:Iteration 46Q (82117.540000 sec): 3 clusters
  Score: Raw -2057825.106938 + Penalty 3166.311482 = -2054658.795456
  nChanged 2
		SP:Iteration 47Q (82117.830000 sec): 3 clusters
  Score: Raw -2057825.230220 + Penalty 3166.311482 = -2054658.918739
  nChanged 1
		SP:Iteration 48Q (82118.130000 sec): 3 clusters
  Score: Raw -2057825.279603 + Penalty 3166.311482 = -2054658.968121
  nChanged 1
		SP:Iteration 49Q (82118.420000 sec): 3 clusters
  Score: Raw -2057825.384272 + Penalty 3166.311482 = -2054659.072791
  nChanged 0
		SP:Iteration 50F (82118.720000 sec): 3 clusters
  Score: Raw -2057825.384272 + Penalty 3166.311482 = -2054659.072791
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 50 (521 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (82118.860000 sec): 2 clusters
  Score: Raw -63580.827223 + Penalty 1016.559382 = -62564.267841
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (82119.000000 sec): 3 clusters
  Score: Raw -63498.191186 + Penalty 2033.118764 = -61465.072423
  nChanged 117
		SP:Iteration 1F (82119.010000 sec): 3 clusters
  Score: Raw -63645.903669 + Penalty 2033.118764 = -61612.784906
  nChanged 19
		SP:Iteration 2Q (82119.020000 sec): 3 clusters
  Score: Raw -63676.461798 + Penalty 2033.118764 = -61643.343035
  nChanged 10
		SP:Iteration 3Q (82119.040000 sec): 3 clusters
  Score: Raw -63692.684783 + Penalty 2033.118764 = -61659.566020
  nChanged 4
		SP:Iteration 4Q (82119.060000 sec): 3 clusters
  Score: Raw -63697.924625 + Penalty 2033.118764 = -61664.805861
  nChanged 1
		SP:Iteration 5Q (82119.070000 sec): 3 clusters
  Score: Raw -63698.624366 + Penalty 2033.118764 = -61665.505602
  nChanged 1
		SP:Iteration 6Q (82119.090000 sec): 3 clusters
  Score: Raw -63699.290989 + Penalty 2033.118764 = -61666.172225
  nChanged 0
		SP:Iteration 7F (82119.100000 sec): 3 clusters
  Score: Raw -63699.290989 + Penalty 2033.118764 = -61666.172225
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 51 (12812 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (82119.280000 sec): 2 clusters
  Score: Raw -1626238.841866 + Penalty 1536.947345 = -1624701.894520
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (82119.520000 sec): 3 clusters
  Score: Raw -1618763.124802 + Penalty 3073.894691 = -1615689.230111
  nChanged 5588
		SP:Iteration 1F (82119.760000 sec): 3 clusters
  Score: Raw -1621681.715482 + Penalty 3073.894691 = -1618607.820791
  nChanged 673
		SP:Iteration 2F (82120.050000 sec): 3 clusters
  Score: Raw -1621911.047796 + Penalty 3073.894691 = -1618837.153105
  nChanged 585
		SP:Iteration 3Q (82120.340000 sec): 3 clusters
  Score: Raw -1622110.974213 + Penalty 3073.894691 = -1619037.079522
  nChanged 546
		SP:Iteration 4Q (82120.630000 sec): 3 clusters
  Score: Raw -1622292.431862 + Penalty 3073.894691 = -1619218.537171
  nChanged 476
		SP:Iteration 5Q (82120.920000 sec): 3 clusters
  Score: Raw -1622452.442945 + Penalty 3073.894691 = -1619378.548254
  nChanged 443
		SP:Iteration 6Q (82121.210000 sec): 3 clusters
  Score: Raw -1622614.206343 + Penalty 3073.894691 = -1619540.311652
  nChanged 444
		SP:Iteration 7Q (82121.500000 sec): 3 clusters
  Score: Raw -1622796.527163 + Penalty 3073.894691 = -1619722.632472
  nChanged 492
		SP:Iteration 8Q (82121.790000 sec): 3 clusters
  Score: Raw -1623014.460557 + Penalty 3073.894691 = -1619940.565866
  nChanged 503
		SP:Iteration 9Q (82122.070000 sec): 3 clusters
  Score: Raw -1623277.656078 + Penalty 3073.894691 = -1620203.761387
  nChanged 568
		SP:Iteration 10Q (82122.310000 sec): 3 clusters
  Score: Raw -1623620.909080 + Penalty 3073.894691 = -1620547.014389
  nChanged 629
		SP:Iteration 11Q (82122.610000 sec): 3 clusters
  Score: Raw -1624055.226982 + Penalty 3073.894691 = -1620981.332291
  nChanged 643
		SP:Iteration 12F (82122.850000 sec): 3 clusters
  Score: Raw -1624547.017020 + Penalty 3073.894691 = -1621473.122329
  nChanged 598
		SP:Iteration 13Q (82123.100000 sec): 3 clusters
  Score: Raw -1625049.333480 + Penalty 3073.894691 = -1621975.438789
  nChanged 487
		SP:Iteration 14Q (82123.350000 sec): 3 clusters
  Score: Raw -1625456.708528 + Penalty 3073.894691 = -1622382.813837
  nChanged 388
		SP:Iteration 15Q (82123.600000 sec): 3 clusters
  Score: Raw -1625767.109527 + Penalty 3073.894691 = -1622693.214836
  nChanged 253
		SP:Iteration 16Q (82123.840000 sec): 3 clusters
  Score: Raw -1625974.188219 + Penalty 3073.894691 = -1622900.293528
  nChanged 175
		SP:Iteration 17Q (82124.090000 sec): 3 clusters
  Score: Raw -1626109.010208 + Penalty 3073.894691 = -1623035.115517
  nChanged 104
		SP:Iteration 18Q (82124.330000 sec): 3 clusters
  Score: Raw -1626192.182179 + Penalty 3073.894691 = -1623118.287488
  nChanged 86
		SP:Iteration 19Q (82124.580000 sec): 3 clusters
  Score: Raw -1626263.022915 + Penalty 3073.894691 = -1623189.128224
  nChanged 52
		SP:Iteration 20F (82124.840000 sec): 3 clusters
  Score: Raw -1626311.434969 + Penalty 3073.894691 = -1623237.540278
  nChanged 33
		SP:Iteration 21Q (82125.090000 sec): 3 clusters
  Score: Raw -1626344.912465 + Penalty 3073.894691 = -1623271.017774
  nChanged 27
		SP:Iteration 22Q (82125.260000 sec): 3 clusters
  Score: Raw -1626375.418366 + Penalty 3073.894691 = -1623301.523675
  nChanged 23
		SP:Iteration 23Q (82125.510000 sec): 3 clusters
  Score: Raw -1626401.462662 + Penalty 3073.894691 = -1623327.567971
  nChanged 15
		SP:Iteration 24Q (82125.750000 sec): 3 clusters
  Score: Raw -1626416.986471 + Penalty 3073.894691 = -1623343.091780
  nChanged 14
		SP:Iteration 25Q (82126.000000 sec): 3 clusters
  Score: Raw -1626433.719338 + Penalty 3073.894691 = -1623359.824647
  nChanged 9
		SP:Iteration 26Q (82126.210000 sec): 3 clusters
  Score: Raw -1626447.432843 + Penalty 3073.894691 = -1623373.538152
  nChanged 8
		SP:Iteration 27Q (82126.470000 sec): 3 clusters
  Score: Raw -1626457.018278 + Penalty 3073.894691 = -1623383.123587
  nChanged 4
		SP:Iteration 28Q (82126.710000 sec): 3 clusters
  Score: Raw -1626460.713602 + Penalty 3073.894691 = -1623386.818911
  nChanged 2
		SP:Iteration 29Q (82126.960000 sec): 3 clusters
  Score: Raw -1626462.522530 + Penalty 3073.894691 = -1623388.627839
  nChanged 1
		SP:Iteration 30Q (82127.160000 sec): 3 clusters
  Score: Raw -1626463.462375 + Penalty 3073.894691 = -1623389.567684
  nChanged 1
		SP:Iteration 31Q (82127.420000 sec): 3 clusters
  Score: Raw -1626465.691724 + Penalty 3073.894691 = -1623391.797033
  nChanged 2
		SP:Iteration 32Q (82127.670000 sec): 3 clusters
  Score: Raw -1626468.810528 + Penalty 3073.894691 = -1623394.915837
  nChanged 0
		SP:Iteration 33F (82127.910000 sec): 3 clusters
  Score: Raw -1626468.810528 + Penalty 3073.894691 = -1623394.915837
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 52 (163 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (82127.970000 sec): 2 clusters
  Score: Raw -13033.355266 + Penalty 827.734408 = -12205.620859
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (82128.150000 sec): 3 clusters
  Score: Raw -13179.102586 + Penalty 1655.468815 = -11523.633771
  nChanged 24
		SP:Iteration 1F (82128.320000 sec): 3 clusters
  Score: Raw -13312.674012 + Penalty 1655.468815 = -11657.205197
  nChanged 14
		SP:Iteration 2F (82128.500000 sec): 3 clusters
  Score: Raw -13438.676872 + Penalty 1655.468815 = -11783.208057
  nChanged 6
		SP:Iteration 3Q (82128.670000 sec): 3 clusters
  Score: Raw -13521.376251 + Penalty 1655.468815 = -11865.907436
  nChanged 3
		SP:Iteration 4Q (82128.850000 sec): 3 clusters
  Score: Raw -13534.347282 + Penalty 1655.468815 = -11878.878467
  nChanged 0
		SP:Iteration 5F (82129.020000 sec): 3 clusters
  Score: Raw -13534.347282 + Penalty 1655.468815 = -11878.878467
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 53 (314 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (82129.110000 sec): 2 clusters
  Score: Raw -35569.570130 + Penalty 934.276360 = -34635.293769
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (82129.290000 sec): 3 clusters
  Score: Raw -35615.998586 + Penalty 1868.552720 = -33747.445866
  nChanged 51
		SP:Iteration 1F (82129.460000 sec): 3 clusters
  Score: Raw -35724.657747 + Penalty 1868.552720 = -33856.105027
  nChanged 13
		SP:Iteration 2Q (82129.640000 sec): 3 clusters
  Score: Raw -35751.537682 + Penalty 1868.552720 = -33882.984962
  nChanged 4
		SP:Iteration 3Q (82129.810000 sec): 3 clusters
  Score: Raw -35760.617159 + Penalty 1868.552720 = -33892.064439
  nChanged 2
		SP:Iteration 4Q (82129.990000 sec): 3 clusters
  Score: Raw -35765.111266 + Penalty 1868.552720 = -33896.558545
  nChanged 1
		SP:Iteration 5Q (82130.170000 sec): 3 clusters
  Score: Raw -35769.163821 + Penalty 1868.552720 = -33900.611100
  nChanged 0
		SP:Iteration 6F (82130.340000 sec): 3 clusters
  Score: Raw -35769.163821 + Penalty 1868.552720 = -33900.611100
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 54 (2297 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (82130.420000 sec): 2 clusters
  Score: Raw -257212.231939 + Penalty 1257.645870 = -255954.586068
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (82130.590000 sec): 3 clusters
  Score: Raw -256245.314663 + Penalty 2515.291741 = -253730.022922
  nChanged 851
		SP:Iteration 1F (82130.770000 sec): 3 clusters
  Score: Raw -257008.489283 + Penalty 2515.291741 = -254493.197542
  nChanged 243
		SP:Iteration 2F (82130.950000 sec): 3 clusters
  Score: Raw -257302.134388 + Penalty 2515.291741 = -254786.842647
  nChanged 181
		SP:Iteration 3F (82131.120000 sec): 3 clusters
  Score: Raw -257546.824757 + Penalty 2515.291741 = -255031.533016
  nChanged 142
		SP:Iteration 4F (82131.300000 sec): 3 clusters
  Score: Raw -257764.847526 + Penalty 2515.291741 = -255249.555785
  nChanged 128
		SP:Iteration 5F (82131.470000 sec): 3 clusters
  Score: Raw -257966.944885 + Penalty 2515.291741 = -255451.653144
  nChanged 110
		SP:Iteration 6Q (82131.650000 sec): 3 clusters
  Score: Raw -258121.640316 + Penalty 2515.291741 = -255606.348575
  nChanged 73
		SP:Iteration 7Q (82131.830000 sec): 3 clusters
  Score: Raw -258202.203305 + Penalty 2515.291741 = -255686.911564
  nChanged 42
		SP:Iteration 8Q (82132.000000 sec): 3 clusters
  Score: Raw -258254.800438 + Penalty 2515.291741 = -255739.508697
  nChanged 32
		SP:Iteration 9Q (82132.180000 sec): 3 clusters
  Score: Raw -258304.862315 + Penalty 2515.291741 = -255789.570574
  nChanged 15
		SP:Iteration 10Q (82132.350000 sec): 3 clusters
  Score: Raw -258324.828642 + Penalty 2515.291741 = -255809.536901
  nChanged 5
		SP:Iteration 11Q (82132.530000 sec): 3 clusters
  Score: Raw -258328.556857 + Penalty 2515.291741 = -255813.265116
  nChanged 1
		SP:Iteration 12Q (82132.710000 sec): 3 clusters
  Score: Raw -258328.974678 + Penalty 2515.291741 = -255813.682937
  nChanged 0
		SP:Iteration 13F (82132.880000 sec): 3 clusters
  Score: Raw -258328.974678 + Penalty 2515.291741 = -255813.682937
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 55 (7888 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (82133.000000 sec): 2 clusters
  Score: Raw -948409.971057 + Penalty 1458.128408 = -946951.842648
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (82133.210000 sec): 3 clusters
  Score: Raw -944097.464340 + Penalty 2916.256816 = -941181.207524
  nChanged 3320
		SP:Iteration 1F (82133.400000 sec): 3 clusters
  Score: Raw -945846.685306 + Penalty 2916.256816 = -942930.428490
  nChanged 475
		SP:Iteration 2F (82133.510000 sec): 3 clusters
  Score: Raw -946062.516366 + Penalty 2916.256816 = -943146.259550
  nChanged 418
		SP:Iteration 3F (82133.630000 sec): 3 clusters
  Score: Raw -946237.737609 + Penalty 2916.256816 = -943321.480793
  nChanged 365
		SP:Iteration 4Q (82133.840000 sec): 3 clusters
  Score: Raw -946395.670038 + Penalty 2916.256816 = -943479.413222
  nChanged 320
		SP:Iteration 5Q (82134.030000 sec): 3 clusters
  Score: Raw -946542.960852 + Penalty 2916.256816 = -943626.704036
  nChanged 314
		SP:Iteration 6Q (82134.230000 sec): 3 clusters
  Score: Raw -946703.500142 + Penalty 2916.256816 = -943787.243326
  nChanged 345
		SP:Iteration 7Q (82134.430000 sec): 3 clusters
  Score: Raw -946881.385584 + Penalty 2916.256816 = -943965.128767
  nChanged 330
		SP:Iteration 8Q (82134.630000 sec): 3 clusters
  Score: Raw -947079.829640 + Penalty 2916.256816 = -944163.572824
  nChanged 329
		SP:Iteration 9Q (82134.820000 sec): 3 clusters
  Score: Raw -947276.867937 + Penalty 2916.256816 = -944360.611121
  nChanged 306
		SP:Iteration 10Q (82135.070000 sec): 3 clusters
  Score: Raw -947458.976899 + Penalty 2916.256816 = -944542.720083
  nChanged 302
		SP:Iteration 11Q (82135.250000 sec): 3 clusters
  Score: Raw -947672.614518 + Penalty 2916.256816 = -944756.357702
  nChanged 240
		SP:Iteration 12Q (82135.390000 sec): 3 clusters
  Score: Raw -947835.420105 + Penalty 2916.256816 = -944919.163289
  nChanged 189
		SP:Iteration 13Q (82135.580000 sec): 3 clusters
  Score: Raw -947977.656163 + Penalty 2916.256816 = -945061.399347
  nChanged 177
		SP:Iteration 14Q (82135.790000 sec): 3 clusters
  Score: Raw -948105.220651 + Penalty 2916.256816 = -945188.963835
  nChanged 144
		SP:Iteration 15Q (82135.980000 sec): 3 clusters
  Score: Raw -948207.648331 + Penalty 2916.256816 = -945291.391515
  nChanged 108
		SP:Iteration 16Q (82136.190000 sec): 3 clusters
  Score: Raw -948281.749285 + Penalty 2916.256816 = -945365.492469
  nChanged 98
		SP:Iteration 17Q (82136.380000 sec): 3 clusters
  Score: Raw -948342.391764 + Penalty 2916.256816 = -945426.134948
  nChanged 89
		SP:Iteration 18Q (82136.580000 sec): 3 clusters
  Score: Raw -948398.728248 + Penalty 2916.256816 = -945482.471432
  nChanged 70
		SP:Iteration 19Q (82136.780000 sec): 3 clusters
  Score: Raw -948441.633973 + Penalty 2916.256816 = -945525.377156
  nChanged 54
		SP:Iteration 20F (82136.970000 sec): 3 clusters
  Score: Raw -948472.779659 + Penalty 2916.256816 = -945556.522842
  nChanged 46
		SP:Iteration 21Q (82137.170000 sec): 3 clusters
  Score: Raw -948500.621812 + Penalty 2916.256816 = -945584.364996
  nChanged 36
		SP:Iteration 22Q (82137.370000 sec): 3 clusters
  Score: Raw -948524.191114 + Penalty 2916.256816 = -945607.934297
  nChanged 22
		SP:Iteration 23Q (82137.560000 sec): 3 clusters
  Score: Raw -948535.534172 + Penalty 2916.256816 = -945619.277356
  nChanged 26
		SP:Iteration 24Q (82137.760000 sec): 3 clusters
  Score: Raw -948548.350333 + Penalty 2916.256816 = -945632.093517
  nChanged 22
		SP:Iteration 25Q (82137.960000 sec): 3 clusters
  Score: Raw -948559.342948 + Penalty 2916.256816 = -945643.086132
  nChanged 13
		SP:Iteration 26Q (82138.150000 sec): 3 clusters
  Score: Raw -948564.357507 + Penalty 2916.256816 = -945648.100691
  nChanged 18
		SP:Iteration 27Q (82138.350000 sec): 3 clusters
  Score: Raw -948573.986076 + Penalty 2916.256816 = -945657.729260
  nChanged 18
		SP:Iteration 28Q (82138.550000 sec): 3 clusters
  Score: Raw -948583.016320 + Penalty 2916.256816 = -945666.759504
  nChanged 13
		SP:Iteration 29Q (82138.750000 sec): 3 clusters
  Score: Raw -948588.786336 + Penalty 2916.256816 = -945672.529520
  nChanged 11
		SP:Iteration 30Q (82138.950000 sec): 3 clusters
  Score: Raw -948594.799126 + Penalty 2916.256816 = -945678.542309
  nChanged 9
		SP:Iteration 31Q (82139.140000 sec): 3 clusters
  Score: Raw -948598.541645 + Penalty 2916.256816 = -945682.284829
  nChanged 7
		SP:Iteration 32Q (82139.340000 sec): 3 clusters
  Score: Raw -948602.198153 + Penalty 2916.256816 = -945685.941336
  nChanged 5
		SP:Iteration 33Q (82139.540000 sec): 3 clusters
  Score: Raw -948604.370316 + Penalty 2916.256816 = -945688.113499
  nChanged 5
		SP:Iteration 34Q (82139.740000 sec): 3 clusters
  Score: Raw -948607.326960 + Penalty 2916.256816 = -945691.070143
  nChanged 8
		SP:Iteration 35Q (82139.940000 sec): 3 clusters
  Score: Raw -948610.311916 + Penalty 2916.256816 = -945694.055100
  nChanged 6
		SP:Iteration 36Q (82140.140000 sec): 3 clusters
  Score: Raw -948614.403508 + Penalty 2916.256816 = -945698.146691
  nChanged 5
		SP:Iteration 37Q (82140.340000 sec): 3 clusters
  Score: Raw -948616.509136 + Penalty 2916.256816 = -945700.252320
  nChanged 2
		SP:Iteration 38Q (82140.540000 sec): 3 clusters
  Score: Raw -948617.445955 + Penalty 2916.256816 = -945701.189139
  nChanged 2
		SP:Iteration 39Q (82140.740000 sec): 3 clusters
  Score: Raw -948617.884503 + Penalty 2916.256816 = -945701.627686
  nChanged 0
		SP:Iteration 40F (82140.940000 sec): 3 clusters
  Score: Raw -948617.884503 + Penalty 2916.256816 = -945701.627686
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 56 (106 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (82141.070000 sec): 2 clusters
  Score: Raw -6400.435949 + Penalty 757.808853 = -5642.627096
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (82141.240000 sec): 3 clusters
  Score: Raw -6632.552039 + Penalty 1515.617706 = -5116.934333
  nChanged 8
		SP:Iteration 1F (82141.420000 sec): 3 clusters
  Score: Raw -6687.081224 + Penalty 1515.617706 = -5171.463518
  nChanged 3
		SP:Iteration 2Q (82141.600000 sec): 3 clusters
  Score: Raw -6704.303408 + Penalty 1515.617706 = -5188.685703
  nChanged 0
		SP:Iteration 3F (82141.770000 sec): 3 clusters
  Score: Raw -6704.303408 + Penalty 1515.617706 = -5188.685703
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 57 (4044 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (82141.870000 sec): 2 clusters
  Score: Raw -492172.483877 + Penalty 1349.560807 = -490822.923070
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (82142.020000 sec): 3 clusters
  Score: Raw -490104.265903 + Penalty 2699.121614 = -487405.144290
  nChanged 1604
		SP:Iteration 1F (82142.200000 sec): 3 clusters
  Score: Raw -490975.634048 + Penalty 2699.121614 = -488276.512435
  nChanged 299
		SP:Iteration 2F (82142.380000 sec): 3 clusters
  Score: Raw -491126.767500 + Penalty 2699.121614 = -488427.645887
  nChanged 217
		SP:Iteration 3F (82142.550000 sec): 3 clusters
  Score: Raw -491230.462224 + Penalty 2699.121614 = -488531.340611
  nChanged 154
		SP:Iteration 4Q (82142.730000 sec): 3 clusters
  Score: Raw -491300.198714 + Penalty 2699.121614 = -488601.077100
  nChanged 124
		SP:Iteration 5Q (82142.900000 sec): 3 clusters
  Score: Raw -491364.151536 + Penalty 2699.121614 = -488665.029922
  nChanged 121
		SP:Iteration 6Q (82143.080000 sec): 3 clusters
  Score: Raw -491427.611588 + Penalty 2699.121614 = -488728.489975
  nChanged 115
		SP:Iteration 7Q (82143.260000 sec): 3 clusters
  Score: Raw -491485.022118 + Penalty 2699.121614 = -488785.900504
  nChanged 108
		SP:Iteration 8Q (82143.430000 sec): 3 clusters
  Score: Raw -491541.889844 + Penalty 2699.121614 = -488842.768231
  nChanged 124
		SP:Iteration 9Q (82143.600000 sec): 3 clusters
  Score: Raw -491600.923839 + Penalty 2699.121614 = -488901.802225
  nChanged 110
		SP:Iteration 10Q (82143.780000 sec): 3 clusters
  Score: Raw -491658.977062 + Penalty 2699.121614 = -488959.855449
  nChanged 116
		SP:Iteration 11Q (82143.960000 sec): 3 clusters
  Score: Raw -491735.279536 + Penalty 2699.121614 = -489036.157922
  nChanged 126
		SP:Iteration 12Q (82144.130000 sec): 3 clusters
  Score: Raw -491814.070257 + Penalty 2699.121614 = -489114.948644
  nChanged 111
		SP:Iteration 13Q (82144.310000 sec): 3 clusters
  Score: Raw -491886.783636 + Penalty 2699.121614 = -489187.662022
  nChanged 95
		SP:Iteration 14Q (82144.480000 sec): 3 clusters
  Score: Raw -491951.675360 + Penalty 2699.121614 = -489252.553747
  nChanged 97
		SP:Iteration 15Q (82144.660000 sec): 3 clusters
  Score: Raw -492013.819638 + Penalty 2699.121614 = -489314.698025
  nChanged 80
		SP:Iteration 16Q (82144.840000 sec): 3 clusters
  Score: Raw -492071.639172 + Penalty 2699.121614 = -489372.517559
  nChanged 65
		SP:Iteration 17Q (82145.010000 sec): 3 clusters
  Score: Raw -492124.266416 + Penalty 2699.121614 = -489425.144803
  nChanged 59
		SP:Iteration 18Q (82145.190000 sec): 3 clusters
  Score: Raw -492172.223543 + Penalty 2699.121614 = -489473.101929
  nChanged 50
		SP:Iteration 19Q (82145.360000 sec): 3 clusters
  Score: Raw -492211.609795 + Penalty 2699.121614 = -489512.488182
  nChanged 43
		SP:Iteration 20F (82145.540000 sec): 3 clusters
  Score: Raw -492250.596578 + Penalty 2699.121614 = -489551.474965
  nChanged 33
		SP:Iteration 21Q (82145.720000 sec): 3 clusters
  Score: Raw -492277.246167 + Penalty 2699.121614 = -489578.124553
  nChanged 24
		SP:Iteration 22Q (82145.890000 sec): 3 clusters
  Score: Raw -492295.859949 + Penalty 2699.121614 = -489596.738335
  nChanged 18
		SP:Iteration 23Q (82146.070000 sec): 3 clusters
  Score: Raw -492311.685313 + Penalty 2699.121614 = -489612.563699
  nChanged 13
		SP:Iteration 24Q (82146.240000 sec): 3 clusters
  Score: Raw -492325.147225 + Penalty 2699.121614 = -489626.025611
  nChanged 8
		SP:Iteration 25Q (82146.420000 sec): 3 clusters
  Score: Raw -492332.558932 + Penalty 2699.121614 = -489633.437318
  nChanged 6
		SP:Iteration 26Q (82146.600000 sec): 3 clusters
  Score: Raw -492337.912444 + Penalty 2699.121614 = -489638.790830
  nChanged 6
		SP:Iteration 27Q (82146.770000 sec): 3 clusters
  Score: Raw -492342.136808 + Penalty 2699.121614 = -489643.015195
  nChanged 2
		SP:Iteration 28Q (82146.950000 sec): 3 clusters
  Score: Raw -492343.722432 + Penalty 2699.121614 = -489644.600818
  nChanged 1
		SP:Iteration 29Q (82147.120000 sec): 3 clusters
  Score: Raw -492345.472031 + Penalty 2699.121614 = -489646.350418
  nChanged 4
		SP:Iteration 30Q (82147.300000 sec): 3 clusters
  Score: Raw -492348.896759 + Penalty 2699.121614 = -489649.775145
  nChanged 4
		SP:Iteration 31Q (82147.480000 sec): 3 clusters
  Score: Raw -492353.120198 + Penalty 2699.121614 = -489653.998585
  nChanged 6
		SP:Iteration 32Q (82147.650000 sec): 3 clusters
  Score: Raw -492358.314505 + Penalty 2699.121614 = -489659.192891
  nChanged 5
		SP:Iteration 33Q (82147.830000 sec): 3 clusters
  Score: Raw -492365.316257 + Penalty 2699.121614 = -489666.194644
  nChanged 9
		SP:Iteration 34Q (82148.010000 sec): 3 clusters
  Score: Raw -492374.495110 + Penalty 2699.121614 = -489675.373497
  nChanged 7
		SP:Iteration 35Q (82148.180000 sec): 3 clusters
  Score: Raw -492380.195708 + Penalty 2699.121614 = -489681.074094
  nChanged 2
		SP:Iteration 36Q (82148.350000 sec): 3 clusters
  Score: Raw -492381.933588 + Penalty 2699.121614 = -489682.811974
  nChanged 1
		SP:Iteration 37Q (82148.530000 sec): 3 clusters
  Score: Raw -492382.659774 + Penalty 2699.121614 = -489683.538160
  nChanged 2
		SP:Iteration 38Q (82148.710000 sec): 3 clusters
  Score: Raw -492384.583954 + Penalty 2699.121614 = -489685.462340
  nChanged 1
		SP:Iteration 39Q (82148.880000 sec): 3 clusters
  Score: Raw -492385.012847 + Penalty 2699.121614 = -489685.891234
  nChanged 1
		SP:Iteration 40F (82149.060000 sec): 3 clusters
  Score: Raw -492385.770615 + Penalty 2699.121614 = -489686.649001
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 58 (257 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (82149.150000 sec): 2 clusters
  Score: Raw -22476.450863 + Penalty 901.724864 = -21574.726000
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (82149.330000 sec): 3 clusters
  Score: Raw -22550.290025 + Penalty 1803.449728 = -20746.840298
  nChanged 47
		SP:Iteration 1F (82149.500000 sec): 3 clusters
  Score: Raw -22715.103862 + Penalty 1803.449728 = -20911.654135
  nChanged 18
		SP:Iteration 2F (82149.670000 sec): 3 clusters
  Score: Raw -22772.151368 + Penalty 1803.449728 = -20968.701640
  nChanged 9
		SP:Iteration 3Q (82149.850000 sec): 3 clusters
  Score: Raw -22787.979935 + Penalty 1803.449728 = -20984.530207
  nChanged 2
		SP:Iteration 4Q (82150.020000 sec): 3 clusters
  Score: Raw -22791.628451 + Penalty 1803.449728 = -20988.178724
  nChanged 0
		SP:Iteration 5F (82150.200000 sec): 3 clusters
  Score: Raw -22791.628451 + Penalty 1803.449728 = -20988.178724
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 59 (264 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (82150.290000 sec): 2 clusters
  Score: Raw -13260.876950 + Penalty 906.091729 = -12354.785221
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (82150.460000 sec): 3 clusters
  Score: Raw -13409.202576 + Penalty 1812.183459 = -11597.019118
  nChanged 52
		SP:Iteration 1F (82150.630000 sec): 3 clusters
  Score: Raw -13711.085050 + Penalty 1812.183459 = -11898.901591
  nChanged 27
		SP:Iteration 2F (82150.810000 sec): 3 clusters
  Score: Raw -13853.145380 + Penalty 1812.183459 = -12040.961922
  nChanged 11
		SP:Iteration 3Q (82150.990000 sec): 3 clusters
  Score: Raw -13907.516613 + Penalty 1812.183459 = -12095.333154
  nChanged 4
		SP:Iteration 4Q (82151.160000 sec): 3 clusters
  Score: Raw -13949.347070 + Penalty 1812.183459 = -12137.163611
  nChanged 4
		SP:Iteration 5Q (82151.340000 sec): 3 clusters
  Score: Raw -13971.574289 + Penalty 1812.183459 = -12159.390830
  nChanged 3
		SP:Iteration 6Q (82151.510000 sec): 3 clusters
  Score: Raw -13980.952369 + Penalty 1812.183459 = -12168.768911
  nChanged 1
		SP:Iteration 7Q (82151.730000 sec): 3 clusters
  Score: Raw -13985.419814 + Penalty 1812.183459 = -12173.236355
  nChanged 0
		SP:Iteration 8F (82151.860000 sec): 3 clusters
  Score: Raw -13985.419814 + Penalty 1812.183459 = -12173.236355
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 60 (183 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (82151.950000 sec): 2 clusters
  Score: Raw -22152.204556 + Penalty 846.541500 = -21305.663056
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (82152.130000 sec): 3 clusters
  Score: Raw -22256.412471 + Penalty 1693.083000 = -20563.329471
  nChanged 23
		SP:Iteration 1F (82152.300000 sec): 3 clusters
  Score: Raw -22330.725162 + Penalty 1693.083000 = -20637.642162
  nChanged 2
		SP:Iteration 2Q (82152.480000 sec): 3 clusters
  Score: Raw -22339.263431 + Penalty 1693.083000 = -20646.180431
  nChanged 0
		SP:Iteration 3F (82152.650000 sec): 3 clusters
  Score: Raw -22339.263431 + Penalty 1693.083000 = -20646.180431
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 61 (3869 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (82152.750000 sec): 2 clusters
  Score: Raw -432381.464871 + Penalty 1342.372095 = -431039.092776
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (82152.930000 sec): 3 clusters
  Score: Raw -430461.830426 + Penalty 2684.744190 = -427777.086236
  nChanged 1520
		SP:Iteration 1F (82153.110000 sec): 3 clusters
  Score: Raw -431412.599552 + Penalty 2684.744190 = -428727.855362
  nChanged 320
		SP:Iteration 2F (82153.280000 sec): 3 clusters
  Score: Raw -431662.124798 + Penalty 2684.744190 = -428977.380607
  nChanged 259
		SP:Iteration 3F (82153.460000 sec): 3 clusters
  Score: Raw -431838.602586 + Penalty 2684.744190 = -429153.858396
  nChanged 193
		SP:Iteration 4Q (82153.630000 sec): 3 clusters
  Score: Raw -431977.318327 + Penalty 2684.744190 = -429292.574137
  nChanged 182
		SP:Iteration 5Q (82153.810000 sec): 3 clusters
  Score: Raw -432121.767238 + Penalty 2684.744190 = -429437.023048
  nChanged 187
		SP:Iteration 6Q (82153.990000 sec): 3 clusters
  Score: Raw -432273.381873 + Penalty 2684.744190 = -429588.637682
  nChanged 181
		SP:Iteration 7Q (82154.160000 sec): 3 clusters
  Score: Raw -432434.057986 + Penalty 2684.744190 = -429749.313796
  nChanged 182
		SP:Iteration 8Q (82154.340000 sec): 3 clusters
  Score: Raw -432583.463672 + Penalty 2684.744190 = -429898.719481
  nChanged 142
		SP:Iteration 9Q (82154.510000 sec): 3 clusters
  Score: Raw -432676.130497 + Penalty 2684.744190 = -429991.386307
  nChanged 101
		SP:Iteration 10Q (82154.690000 sec): 3 clusters
  Score: Raw -432738.246753 + Penalty 2684.744190 = -430053.502563
  nChanged 85
		SP:Iteration 11Q (82154.870000 sec): 3 clusters
  Score: Raw -432790.278541 + Penalty 2684.744190 = -430105.534351
  nChanged 88
		SP:Iteration 12Q (82155.040000 sec): 3 clusters
  Score: Raw -432857.046634 + Penalty 2684.744190 = -430172.302444
  nChanged 87
		SP:Iteration 13Q (82155.220000 sec): 3 clusters
  Score: Raw -432934.378328 + Penalty 2684.744190 = -430249.634138
  nChanged 85
		SP:Iteration 14Q (82155.390000 sec): 3 clusters
  Score: Raw -432992.410006 + Penalty 2684.744190 = -430307.665816
  nChanged 51
		SP:Iteration 15Q (82155.570000 sec): 3 clusters
  Score: Raw -433023.771303 + Penalty 2684.744190 = -430339.027112
  nChanged 57
		SP:Iteration 16Q (82155.740000 sec): 3 clusters
  Score: Raw -433049.656188 + Penalty 2684.744190 = -430364.911998
  nChanged 44
		SP:Iteration 17Q (82155.920000 sec): 3 clusters
  Score: Raw -433063.736408 + Penalty 2684.744190 = -430378.992218
  nChanged 25
		SP:Iteration 18Q (82156.090000 sec): 3 clusters
  Score: Raw -433071.854696 + Penalty 2684.744190 = -430387.110505
  nChanged 17
		SP:Iteration 19Q (82156.270000 sec): 3 clusters
  Score: Raw -433076.753507 + Penalty 2684.744190 = -430392.009317
  nChanged 12
		SP:Iteration 20F (82156.450000 sec): 3 clusters
  Score: Raw -433080.020624 + Penalty 2684.744190 = -430395.276433
  nChanged 13
		SP:Iteration 21Q (82156.620000 sec): 3 clusters
  Score: Raw -433083.206166 + Penalty 2684.744190 = -430398.461976
  nChanged 9
		SP:Iteration 22Q (82156.800000 sec): 3 clusters
  Score: Raw -433085.180687 + Penalty 2684.744190 = -430400.436497
  nChanged 7
		SP:Iteration 23Q (82156.970000 sec): 3 clusters
  Score: Raw -433088.143674 + Penalty 2684.744190 = -430403.399483
  nChanged 7
		SP:Iteration 24Q (82157.150000 sec): 3 clusters
  Score: Raw -433089.812296 + Penalty 2684.744190 = -430405.068106
  nChanged 10
		SP:Iteration 25Q (82157.330000 sec): 3 clusters
  Score: Raw -433093.313541 + Penalty 2684.744190 = -430408.569351
  nChanged 8
		SP:Iteration 26Q (82157.500000 sec): 3 clusters
  Score: Raw -433095.787333 + Penalty 2684.744190 = -430411.043143
  nChanged 5
		SP:Iteration 27Q (82157.680000 sec): 3 clusters
  Score: Raw -433097.556378 + Penalty 2684.744190 = -430412.812187
  nChanged 4
		SP:Iteration 28Q (82157.850000 sec): 3 clusters
  Score: Raw -433099.041033 + Penalty 2684.744190 = -430414.296843
  nChanged 6
		SP:Iteration 29Q (82158.030000 sec): 3 clusters
  Score: Raw -433100.499833 + Penalty 2684.744190 = -430415.755643
  nChanged 2
		SP:Iteration 30Q (82158.210000 sec): 3 clusters
  Score: Raw -433101.074347 + Penalty 2684.744190 = -430416.330157
  nChanged 2
		SP:Iteration 31Q (82158.380000 sec): 3 clusters
  Score: Raw -433101.937840 + Penalty 2684.744190 = -430417.193649
  nChanged 2
		SP:Iteration 32Q (82158.560000 sec): 3 clusters
  Score: Raw -433102.410533 + Penalty 2684.744190 = -430417.666343
  nChanged 5
		SP:Iteration 33Q (82158.730000 sec): 3 clusters
  Score: Raw -433103.997284 + Penalty 2684.744190 = -430419.253094
  nChanged 9
		SP:Iteration 34Q (82158.910000 sec): 3 clusters
  Score: Raw -433105.826383 + Penalty 2684.744190 = -430421.082192
  nChanged 4
		SP:Iteration 35Q (82159.090000 sec): 3 clusters
  Score: Raw -433106.523819 + Penalty 2684.744190 = -430421.779628
  nChanged 6
		SP:Iteration 36Q (82159.260000 sec): 3 clusters
  Score: Raw -433108.932245 + Penalty 2684.744190 = -430424.188055
  nChanged 3
		SP:Iteration 37Q (82159.480000 sec): 3 clusters
  Score: Raw -433109.606805 + Penalty 2684.744190 = -430424.862614
  nChanged 4
		SP:Iteration 38Q (82159.630000 sec): 3 clusters
  Score: Raw -433110.362100 + Penalty 2684.744190 = -430425.617910
  nChanged 3
		SP:Iteration 39Q (82159.810000 sec): 3 clusters
  Score: Raw -433111.006152 + Penalty 2684.744190 = -430426.261962
  nChanged 3
		SP:Iteration 40F (82159.980000 sec): 3 clusters
  Score: Raw -433111.860329 + Penalty 2684.744190 = -430427.116139
  nChanged 4
		SP:Iteration 41Q (82160.160000 sec): 3 clusters
  Score: Raw -433112.974701 + Penalty 2684.744190 = -430428.230511
  nChanged 7
		SP:Iteration 42Q (82160.330000 sec): 3 clusters
  Score: Raw -433114.670811 + Penalty 2684.744190 = -430429.926621
  nChanged 8
		SP:Iteration 43Q (82160.510000 sec): 3 clusters
  Score: Raw -433116.479799 + Penalty 2684.744190 = -430431.735609
  nChanged 4
		SP:Iteration 44Q (82160.680000 sec): 3 clusters
  Score: Raw -433117.179182 + Penalty 2684.744190 = -430432.434992
  nChanged 1
		SP:Iteration 45Q (82160.860000 sec): 3 clusters
  Score: Raw -433117.261640 + Penalty 2684.744190 = -430432.517450
  nChanged 2
		SP:Iteration 46Q (82161.030000 sec): 3 clusters
  Score: Raw -433117.720514 + Penalty 2684.744190 = -430432.976324
  nChanged 0
		SP:Iteration 47F (82161.210000 sec): 3 clusters
  Score: Raw -433117.720514 + Penalty 2684.744190 = -430432.976324
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 62 (904 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (82161.350000 sec): 2 clusters
  Score: Raw -104945.510851 + Penalty 1106.109771 = -103839.401080
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (82161.480000 sec): 3 clusters
  Score: Raw -104670.797937 + Penalty 2212.219542 = -102458.578394
  nChanged 260
		SP:Iteration 1F (82161.650000 sec): 3 clusters
  Score: Raw -104921.906791 + Penalty 2212.219542 = -102709.687249
  nChanged 80
		SP:Iteration 2F (82161.830000 sec): 3 clusters
  Score: Raw -105029.031931 + Penalty 2212.219542 = -102816.812389
  nChanged 39
		SP:Iteration 3Q (82162.010000 sec): 3 clusters
  Score: Raw -105077.020523 + Penalty 2212.219542 = -102864.800980
  nChanged 27
		SP:Iteration 4Q (82162.180000 sec): 3 clusters
  Score: Raw -105113.433720 + Penalty 2212.219542 = -102901.214177
  nChanged 21
		SP:Iteration 5Q (82162.360000 sec): 3 clusters
  Score: Raw -105133.663696 + Penalty 2212.219542 = -102921.444153
  nChanged 17
		SP:Iteration 6Q (82162.530000 sec): 3 clusters
  Score: Raw -105148.668839 + Penalty 2212.219542 = -102936.449297
  nChanged 14
		SP:Iteration 7Q (82162.710000 sec): 3 clusters
  Score: Raw -105170.307814 + Penalty 2212.219542 = -102958.088272
  nChanged 14
		SP:Iteration 8Q (82162.890000 sec): 3 clusters
  Score: Raw -105182.967027 + Penalty 2212.219542 = -102970.747485
  nChanged 10
		SP:Iteration 9Q (82163.060000 sec): 3 clusters
  Score: Raw -105190.328282 + Penalty 2212.219542 = -102978.108739
  nChanged 6
		SP:Iteration 10Q (82163.240000 sec): 3 clusters
  Score: Raw -105194.123448 + Penalty 2212.219542 = -102981.903906
  nChanged 4
		SP:Iteration 11Q (82163.410000 sec): 3 clusters
  Score: Raw -105195.795267 + Penalty 2212.219542 = -102983.575725
  nChanged 2
		SP:Iteration 12Q (82163.590000 sec): 3 clusters
  Score: Raw -105196.684390 + Penalty 2212.219542 = -102984.464848
  nChanged 2
		SP:Iteration 13Q (82163.760000 sec): 3 clusters
  Score: Raw -105197.427746 + Penalty 2212.219542 = -102985.208204
  nChanged 3
		SP:Iteration 14Q (82163.940000 sec): 3 clusters
  Score: Raw -105199.899923 + Penalty 2212.219542 = -102987.680381
  nChanged 3
		SP:Iteration 15Q (82164.110000 sec): 3 clusters
  Score: Raw -105202.395355 + Penalty 2212.219542 = -102990.175813
  nChanged 1
		SP:Iteration 16Q (82164.290000 sec): 3 clusters
  Score: Raw -105202.860086 + Penalty 2212.219542 = -102990.640544
  nChanged 3
		SP:Iteration 17Q (82164.470000 sec): 3 clusters
  Score: Raw -105205.376074 + Penalty 2212.219542 = -102993.156532
  nChanged 5
		SP:Iteration 18Q (82164.640000 sec): 3 clusters
  Score: Raw -105208.939478 + Penalty 2212.219542 = -102996.719936
  nChanged 2
		SP:Iteration 19Q (82164.820000 sec): 3 clusters
  Score: Raw -105209.619342 + Penalty 2212.219542 = -102997.399800
  nChanged 0
		SP:Iteration 20F (82164.990000 sec): 3 clusters
  Score: Raw -105209.619342 + Penalty 2212.219542 = -102997.399800
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 63 (8820 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (82165.150000 sec): 2 clusters
  Score: Raw -1066073.142675 + Penalty 1476.276287 = -1064596.866388
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (82165.320000 sec): 3 clusters
  Score: Raw -1061140.545264 + Penalty 2952.552573 = -1058187.992691
  nChanged 3754
		SP:Iteration 1F (82165.520000 sec): 3 clusters
  Score: Raw -1063161.384131 + Penalty 2952.552573 = -1060208.831557
  nChanged 563
		SP:Iteration 2F (82165.710000 sec): 3 clusters
  Score: Raw -1063424.800368 + Penalty 2952.552573 = -1060472.247794
  nChanged 470
		SP:Iteration 3F (82165.900000 sec): 3 clusters
  Score: Raw -1063644.710372 + Penalty 2952.552573 = -1060692.157798
  nChanged 393
		SP:Iteration 4Q (82166.100000 sec): 3 clusters
  Score: Raw -1063802.449872 + Penalty 2952.552573 = -1060849.897299
  nChanged 343
		SP:Iteration 5Q (82166.290000 sec): 3 clusters
  Score: Raw -1063945.168851 + Penalty 2952.552573 = -1060992.616277
  nChanged 350
		SP:Iteration 6Q (82166.530000 sec): 3 clusters
  Score: Raw -1064099.437443 + Penalty 2952.552573 = -1061146.884869
  nChanged 339
		SP:Iteration 7Q (82166.720000 sec): 3 clusters
  Score: Raw -1064248.628240 + Penalty 2952.552573 = -1061296.075667
  nChanged 347
		SP:Iteration 8Q (82166.910000 sec): 3 clusters
  Score: Raw -1064419.886394 + Penalty 2952.552573 = -1061467.333820
  nChanged 354
		SP:Iteration 9Q (82167.100000 sec): 3 clusters
  Score: Raw -1064600.885503 + Penalty 2952.552573 = -1061648.332929
  nChanged 356
		SP:Iteration 10Q (82167.300000 sec): 3 clusters
  Score: Raw -1064773.762583 + Penalty 2952.552573 = -1061821.210010
  nChanged 299
		SP:Iteration 11Q (82167.490000 sec): 3 clusters
  Score: Raw -1064917.578642 + Penalty 2952.552573 = -1061965.026069
  nChanged 269
		SP:Iteration 12Q (82167.680000 sec): 3 clusters
  Score: Raw -1065055.402090 + Penalty 2952.552573 = -1062102.849517
  nChanged 270
		SP:Iteration 13Q (82167.870000 sec): 3 clusters
  Score: Raw -1065201.047998 + Penalty 2952.552573 = -1062248.495425
  nChanged 264
		SP:Iteration 14Q (82168.010000 sec): 3 clusters
  Score: Raw -1065354.236661 + Penalty 2952.552573 = -1062401.684087
  nChanged 243
		SP:Iteration 15Q (82168.230000 sec): 3 clusters
  Score: Raw -1065494.138625 + Penalty 2952.552573 = -1062541.586052
  nChanged 210
		SP:Iteration 16Q (82168.420000 sec): 3 clusters
  Score: Raw -1065625.637394 + Penalty 2952.552573 = -1062673.084821
  nChanged 215
		SP:Iteration 17Q (82168.610000 sec): 3 clusters
  Score: Raw -1065768.244405 + Penalty 2952.552573 = -1062815.691832
  nChanged 194
		SP:Iteration 18Q (82168.810000 sec): 3 clusters
  Score: Raw -1065889.828739 + Penalty 2952.552573 = -1062937.276165
  nChanged 130
		SP:Iteration 19Q (82169.000000 sec): 3 clusters
  Score: Raw -1065978.970366 + Penalty 2952.552573 = -1063026.417792
  nChanged 111
		SP:Iteration 20F (82169.190000 sec): 3 clusters
  Score: Raw -1066056.848332 + Penalty 2952.552573 = -1063104.295758
  nChanged 73
		SP:Iteration 21Q (82169.360000 sec): 3 clusters
  Score: Raw -1066110.366316 + Penalty 2952.552573 = -1063157.813742
  nChanged 66
		SP:Iteration 22Q (82169.480000 sec): 3 clusters
  Score: Raw -1066153.045917 + Penalty 2952.552573 = -1063200.493344
  nChanged 47
		SP:Iteration 23Q (82169.610000 sec): 3 clusters
  Score: Raw -1066187.867261 + Penalty 2952.552573 = -1063235.314687
  nChanged 42
		SP:Iteration 24Q (82169.820000 sec): 3 clusters
  Score: Raw -1066227.078282 + Penalty 2952.552573 = -1063274.525708
  nChanged 32
		SP:Iteration 25Q (82170.010000 sec): 3 clusters
  Score: Raw -1066253.661362 + Penalty 2952.552573 = -1063301.108789
  nChanged 25
		SP:Iteration 26Q (82170.200000 sec): 3 clusters
  Score: Raw -1066272.081019 + Penalty 2952.552573 = -1063319.528446
  nChanged 20
		SP:Iteration 27Q (82170.380000 sec): 3 clusters
  Score: Raw -1066291.271344 + Penalty 2952.552573 = -1063338.718771
  nChanged 17
		SP:Iteration 28Q (82170.640000 sec): 3 clusters
  Score: Raw -1066305.453515 + Penalty 2952.552573 = -1063352.900942
  nChanged 16
		SP:Iteration 29Q (82170.820000 sec): 3 clusters
  Score: Raw -1066318.619600 + Penalty 2952.552573 = -1063366.067026
  nChanged 15
		SP:Iteration 30Q (82170.990000 sec): 3 clusters
  Score: Raw -1066330.119047 + Penalty 2952.552573 = -1063377.566473
  nChanged 12
		SP:Iteration 31Q (82171.140000 sec): 3 clusters
  Score: Raw -1066338.530617 + Penalty 2952.552573 = -1063385.978043
  nChanged 7
		SP:Iteration 32Q (82171.330000 sec): 3 clusters
  Score: Raw -1066342.662556 + Penalty 2952.552573 = -1063390.109982
  nChanged 2
		SP:Iteration 33Q (82171.520000 sec): 3 clusters
  Score: Raw -1066344.116151 + Penalty 2952.552573 = -1063391.563577
  nChanged 0
		SP:Iteration 34F (82171.720000 sec): 3 clusters
  Score: Raw -1066344.116151 + Penalty 2952.552573 = -1063391.563577
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 64 (173 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (82171.790000 sec): 2 clusters
  Score: Raw -17382.926982 + Penalty 837.409884 = -16545.517098
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (82171.960000 sec): 3 clusters
  Score: Raw -17544.581879 + Penalty 1674.819768 = -15869.762111
  nChanged 27
		SP:Iteration 1F (82172.150000 sec): 3 clusters
  Score: Raw -17637.330147 + Penalty 1674.819768 = -15962.510378
  nChanged 6
		SP:Iteration 2Q (82172.320000 sec): 3 clusters
  Score: Raw -17653.991513 + Penalty 1674.819768 = -15979.171745
  nChanged 3
		SP:Iteration 3Q (82172.500000 sec): 3 clusters
  Score: Raw -17666.491409 + Penalty 1674.819768 = -15991.671641
  nChanged 1
		SP:Iteration 4Q (82172.670000 sec): 3 clusters
  Score: Raw -17672.305401 + Penalty 1674.819768 = -15997.485633
  nChanged 0
		SP:Iteration 5F (82172.850000 sec): 3 clusters
  Score: Raw -17672.305401 + Penalty 1674.819768 = -15997.485633
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 65 (183 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (82172.940000 sec): 2 clusters
  Score: Raw -11890.651605 + Penalty 846.541500 = -11044.110105
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (82173.110000 sec): 3 clusters
  Score: Raw -12096.547851 + Penalty 1693.083000 = -10403.464851
  nChanged 20
		SP:Iteration 1F (82173.290000 sec): 3 clusters
  Score: Raw -12208.912971 + Penalty 1693.083000 = -10515.829971
  nChanged 7
		SP:Iteration 2Q (82173.470000 sec): 3 clusters
  Score: Raw -12249.159856 + Penalty 1693.083000 = -10556.076856
  nChanged 5
		SP:Iteration 3Q (82173.640000 sec): 3 clusters
  Score: Raw -12296.068165 + Penalty 1693.083000 = -10602.985166
  nChanged 4
		SP:Iteration 4Q (82173.820000 sec): 3 clusters
  Score: Raw -12325.952881 + Penalty 1693.083000 = -10632.869881
  nChanged 4
		SP:Iteration 5Q (82173.990000 sec): 3 clusters
  Score: Raw -12346.384638 + Penalty 1693.083000 = -10653.301638
  nChanged 2
		SP:Iteration 6Q (82174.170000 sec): 3 clusters
  Score: Raw -12353.415601 + Penalty 1693.083000 = -10660.332601
  nChanged 1
		SP:Iteration 7Q (82174.340000 sec): 3 clusters
  Score: Raw -12357.821254 + Penalty 1693.083000 = -10664.738255
  nChanged 1
		SP:Iteration 8Q (82174.520000 sec): 3 clusters
  Score: Raw -12363.448746 + Penalty 1693.083000 = -10670.365746
  nChanged 0
		SP:Iteration 9F (82174.690000 sec): 3 clusters
  Score: Raw -12363.448746 + Penalty 1693.083000 = -10670.365746
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 66 (1441 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (82174.780000 sec): 2 clusters
  Score: Raw -172925.742935 + Penalty 1181.877547 = -171743.865389
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (82174.840000 sec): 3 clusters
  Score: Raw -172394.837432 + Penalty 2363.755094 = -170031.082339
  nChanged 431
		SP:Iteration 1F (82174.870000 sec): 3 clusters
  Score: Raw -172716.368670 + Penalty 2363.755094 = -170352.613576
  nChanged 109
		SP:Iteration 2F (82174.910000 sec): 3 clusters
  Score: Raw -172810.306045 + Penalty 2363.755094 = -170446.550951
  nChanged 67
		SP:Iteration 3Q (82174.940000 sec): 3 clusters
  Score: Raw -172863.998378 + Penalty 2363.755094 = -170500.243284
  nChanged 47
		SP:Iteration 4Q (82174.970000 sec): 3 clusters
  Score: Raw -172895.110503 + Penalty 2363.755094 = -170531.355410
  nChanged 35
		SP:Iteration 5Q (82175.000000 sec): 3 clusters
  Score: Raw -172923.081635 + Penalty 2363.755094 = -170559.326541
  nChanged 25
		SP:Iteration 6Q (82175.030000 sec): 3 clusters
  Score: Raw -172939.419070 + Penalty 2363.755094 = -170575.663976
  nChanged 19
		SP:Iteration 7Q (82175.070000 sec): 3 clusters
  Score: Raw -172951.253601 + Penalty 2363.755094 = -170587.498507
  nChanged 13
		SP:Iteration 8Q (82175.100000 sec): 3 clusters
  Score: Raw -172958.507777 + Penalty 2363.755094 = -170594.752683
  nChanged 7
		SP:Iteration 9Q (82175.130000 sec): 3 clusters
  Score: Raw -172963.838010 + Penalty 2363.755094 = -170600.082916
  nChanged 13
		SP:Iteration 10Q (82175.160000 sec): 3 clusters
  Score: Raw -172973.529698 + Penalty 2363.755094 = -170609.774604
  nChanged 14
		SP:Iteration 11Q (82175.190000 sec): 3 clusters
  Score: Raw -172981.514844 + Penalty 2363.755094 = -170617.759750
  nChanged 11
		SP:Iteration 12Q (82175.230000 sec): 3 clusters
  Score: Raw -172987.113634 + Penalty 2363.755094 = -170623.358540
  nChanged 9
		SP:Iteration 13Q (82175.260000 sec): 3 clusters
  Score: Raw -172991.081375 + Penalty 2363.755094 = -170627.326281
  nChanged 8
		SP:Iteration 14Q (82175.290000 sec): 3 clusters
  Score: Raw -172995.176554 + Penalty 2363.755094 = -170631.421460
  nChanged 4
		SP:Iteration 15Q (82175.330000 sec): 3 clusters
  Score: Raw -172996.271906 + Penalty 2363.755094 = -170632.516812
  nChanged 2
		SP:Iteration 16Q (82175.360000 sec): 3 clusters
  Score: Raw -172996.829102 + Penalty 2363.755094 = -170633.074008
  nChanged 2
		SP:Iteration 17Q (82175.390000 sec): 3 clusters
  Score: Raw -172998.011451 + Penalty 2363.755094 = -170634.256358
  nChanged 3
		SP:Iteration 18Q (82175.420000 sec): 3 clusters
  Score: Raw -173000.123274 + Penalty 2363.755094 = -170636.368181
  nChanged 4
		SP:Iteration 19Q (82175.450000 sec): 3 clusters
  Score: Raw -173004.155562 + Penalty 2363.755094 = -170640.400468
  nChanged 4
		SP:Iteration 20F (82175.490000 sec): 3 clusters
  Score: Raw -173007.519322 + Penalty 2363.755094 = -170643.764229
  nChanged 4
		SP:Iteration 21Q (82175.520000 sec): 3 clusters
  Score: Raw -173009.603931 + Penalty 2363.755094 = -170645.848837
  nChanged 4
		SP:Iteration 22Q (82175.550000 sec): 3 clusters
  Score: Raw -173011.412903 + Penalty 2363.755094 = -170647.657809
  nChanged 3
		SP:Iteration 23Q (82175.580000 sec): 3 clusters
  Score: Raw -173013.151645 + Penalty 2363.755094 = -170649.396551
  nChanged 5
		SP:Iteration 24Q (82175.610000 sec): 3 clusters
  Score: Raw -173015.416149 + Penalty 2363.755094 = -170651.661055
  nChanged 2
		SP:Iteration 25Q (82175.650000 sec): 3 clusters
  Score: Raw -173016.534821 + Penalty 2363.755094 = -170652.779728
  nChanged 1
		SP:Iteration 26Q (82175.680000 sec): 3 clusters
  Score: Raw -173016.963409 + Penalty 2363.755094 = -170653.208315
  nChanged 1
		SP:Iteration 27Q (82175.710000 sec): 3 clusters
  Score: Raw -173017.478001 + Penalty 2363.755094 = -170653.722907
  nChanged 0
		SP:Iteration 28F (82175.740000 sec): 3 clusters
  Score: Raw -173017.478001 + Penalty 2363.755094 = -170653.722907
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 67 (127 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (82175.770000 sec): 2 clusters
  Score: Raw -8944.653045 + Penalty 787.180402 = -8157.472643
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (82175.780000 sec): 3 clusters
  Score: Raw -9325.912253 + Penalty 1574.360803 = -7751.551450
  nChanged 22
		SP:Iteration 1F (82175.790000 sec): 3 clusters
  Score: Raw -9479.727812 + Penalty 1574.360803 = -7905.367009
  nChanged 6
		SP:Iteration 2Q (82175.790000 sec): 3 clusters
  Score: Raw -9519.073661 + Penalty 1574.360803 = -7944.712858
  nChanged 1
		SP:Iteration 3Q (82175.800000 sec): 3 clusters
  Score: Raw -9526.452729 + Penalty 1574.360803 = -7952.091926
  nChanged 0
		SP:Iteration 4F (82175.810000 sec): 3 clusters
  Score: Raw -9526.452729 + Penalty 1574.360803 = -7952.091926
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 68 (1257 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (82175.870000 sec): 2 clusters
  Score: Raw -147023.211549 + Penalty 1159.678521 = -145863.533028
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (82175.900000 sec): 3 clusters
  Score: Raw -146545.398887 + Penalty 2319.357043 = -144226.041844
  nChanged 407
		SP:Iteration 1F (82175.930000 sec): 3 clusters
  Score: Raw -146885.352479 + Penalty 2319.357043 = -144565.995436
  nChanged 113
		SP:Iteration 2F (82175.960000 sec): 3 clusters
  Score: Raw -147004.493558 + Penalty 2319.357043 = -144685.136516
  nChanged 56
		SP:Iteration 3Q (82175.990000 sec): 3 clusters
  Score: Raw -147051.263639 + Penalty 2319.357043 = -144731.906596
  nChanged 31
		SP:Iteration 4Q (82176.020000 sec): 3 clusters
  Score: Raw -147074.363268 + Penalty 2319.357043 = -144755.006225
  nChanged 19
		SP:Iteration 5Q (82176.050000 sec): 3 clusters
  Score: Raw -147087.260903 + Penalty 2319.357043 = -144767.903860
  nChanged 13
		SP:Iteration 6Q (82176.090000 sec): 3 clusters
  Score: Raw -147097.352254 + Penalty 2319.357043 = -144777.995211
  nChanged 12
		SP:Iteration 7Q (82176.110000 sec): 3 clusters
  Score: Raw -147111.079917 + Penalty 2319.357043 = -144791.722874
  nChanged 14
		SP:Iteration 8Q (82176.150000 sec): 3 clusters
  Score: Raw -147125.075791 + Penalty 2319.357043 = -144805.718748
  nChanged 15
		SP:Iteration 9Q (82176.180000 sec): 3 clusters
  Score: Raw -147139.617725 + Penalty 2319.357043 = -144820.260683
  nChanged 11
		SP:Iteration 10Q (82176.210000 sec): 3 clusters
  Score: Raw -147149.581823 + Penalty 2319.357043 = -144830.224780
  nChanged 10
		SP:Iteration 11Q (82176.240000 sec): 3 clusters
  Score: Raw -147157.783962 + Penalty 2319.357043 = -144838.426920
  nChanged 6
		SP:Iteration 12Q (82176.270000 sec): 3 clusters
  Score: Raw -147162.837534 + Penalty 2319.357043 = -144843.480491
  nChanged 4
		SP:Iteration 13Q (82176.310000 sec): 3 clusters
  Score: Raw -147167.051873 + Penalty 2319.357043 = -144847.694830
  nChanged 4
		SP:Iteration 14Q (82176.330000 sec): 3 clusters
  Score: Raw -147169.395029 + Penalty 2319.357043 = -144850.037986
  nChanged 3
		SP:Iteration 15Q (82176.370000 sec): 3 clusters
  Score: Raw -147170.941183 + Penalty 2319.357043 = -144851.584140
  nChanged 2
		SP:Iteration 16Q (82176.400000 sec): 3 clusters
  Score: Raw -147172.547954 + Penalty 2319.357043 = -144853.190911
  nChanged 1
		SP:Iteration 17Q (82176.430000 sec): 3 clusters
  Score: Raw -147172.771452 + Penalty 2319.357043 = -144853.414409
  nChanged 0
		SP:Iteration 18F (82176.460000 sec): 3 clusters
  Score: Raw -147172.771452 + Penalty 2319.357043 = -144853.414409
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 69 (245 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (82176.490000 sec): 2 clusters
  Score: Raw -20004.780846 + Penalty 893.954459 = -19110.826387
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (82176.500000 sec): 3 clusters
  Score: Raw -20111.241666 + Penalty 1787.908918 = -18323.332747
  nChanged 45
		SP:Iteration 1F (82176.510000 sec): 3 clusters
  Score: Raw -20276.408130 + Penalty 1787.908918 = -18488.499212
  nChanged 18
		SP:Iteration 2F (82176.510000 sec): 3 clusters
  Score: Raw -20352.437825 + Penalty 1787.908918 = -18564.528907
  nChanged 8
		SP:Iteration 3Q (82176.520000 sec): 3 clusters
  Score: Raw -20387.343217 + Penalty 1787.908918 = -18599.434299
  nChanged 7
		SP:Iteration 4Q (82176.530000 sec): 3 clusters
  Score: Raw -20421.908320 + Penalty 1787.908918 = -18633.999402
  nChanged 7
		SP:Iteration 5Q (82176.540000 sec): 3 clusters
  Score: Raw -20510.594878 + Penalty 1787.908918 = -18722.685960
  nChanged 0
		SP:Iteration 6F (82176.550000 sec): 3 clusters
  Score: Raw -20510.594878 + Penalty 1787.908918 = -18722.685960
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 70 (43045 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (82176.910000 sec): 2 clusters
  Score: Raw -5179650.101455 + Penalty 1733.875221 = -5177916.226235
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (82177.470000 sec): 3 clusters
  Score: Raw -5152673.581591 + Penalty 3467.750442 = -5149205.831150
  nChanged 20019
		SP:Iteration 1F (82177.950000 sec): 3 clusters
  Score: Raw -5164200.352684 + Penalty 3467.750442 = -5160732.602242
  nChanged 1894
		SP:Iteration 2Q (82178.450000 sec): 3 clusters
  Score: Raw -5164861.941576 + Penalty 3467.750442 = -5161394.191135
  nChanged 1960
		SP:Iteration 3Q (82179.010000 sec): 3 clusters
  Score: Raw -5165604.475352 + Penalty 3467.750442 = -5162136.724910
  nChanged 2009
		SP:Iteration 4Q (82179.530000 sec): 3 clusters
  Score: Raw -5166546.025430 + Penalty 3467.750442 = -5163078.274988
  nChanged 2198
		SP:Iteration 5F (82180.050000 sec): 3 clusters
  Score: Raw -5167729.823903 + Penalty 3467.750442 = -5164262.073461
  nChanged 2271
		SP:Iteration 6F (82180.560000 sec): 3 clusters
  Score: Raw -5169171.323361 + Penalty 3467.750442 = -5165703.572919
  nChanged 2446
		SP:Iteration 7F (82181.010000 sec): 3 clusters
  Score: Raw -5170877.055104 + Penalty 3467.750442 = -5167409.304663
  nChanged 2358
		SP:Iteration 8F (82181.490000 sec): 3 clusters
  Score: Raw -5172476.465036 + Penalty 3467.750442 = -5169008.714595
  nChanged 2006
		SP:Iteration 9Q (82181.980000 sec): 3 clusters
  Score: Raw -5173557.792719 + Penalty 3467.750442 = -5170090.042278
  nChanged 1462
		SP:Iteration 10Q (82182.500000 sec): 3 clusters
  Score: Raw -5174127.208071 + Penalty 3467.750442 = -5170659.457629
  nChanged 970
		SP:Iteration 11Q (82183.020000 sec): 3 clusters
  Score: Raw -5174417.442511 + Penalty 3467.750442 = -5170949.692070
  nChanged 731
		SP:Iteration 12Q (82183.530000 sec): 3 clusters
  Score: Raw -5174613.160423 + Penalty 3467.750442 = -5171145.409981
  nChanged 627
		SP:Iteration 13Q (82184.040000 sec): 3 clusters
  Score: Raw -5174804.702135 + Penalty 3467.750442 = -5171336.951693
  nChanged 623
		SP:Iteration 14Q (82184.560000 sec): 3 clusters
  Score: Raw -5175001.166054 + Penalty 3467.750442 = -5171533.415612
  nChanged 572
		SP:Iteration 15Q (82185.090000 sec): 3 clusters
  Score: Raw -5175184.283224 + Penalty 3467.750442 = -5171716.532783
  nChanged 569
		SP:Iteration 16Q (82185.610000 sec): 3 clusters
  Score: Raw -5175368.627595 + Penalty 3467.750442 = -5171900.877153
  nChanged 585
		SP:Iteration 17Q (82186.130000 sec): 3 clusters
  Score: Raw -5175558.238402 + Penalty 3467.750442 = -5172090.487961
  nChanged 583
		SP:Iteration 18Q (82186.650000 sec): 3 clusters
  Score: Raw -5175769.589314 + Penalty 3467.750442 = -5172301.838873
  nChanged 616
		SP:Iteration 19Q (82187.180000 sec): 3 clusters
  Score: Raw -5176021.579676 + Penalty 3467.750442 = -5172553.829234
  nChanged 620
		SP:Iteration 20F (82187.700000 sec): 3 clusters
  Score: Raw -5176276.564001 + Penalty 3467.750442 = -5172808.813559
  nChanged 600
		SP:Iteration 21Q (82188.140000 sec): 3 clusters
  Score: Raw -5176549.270200 + Penalty 3467.750442 = -5173081.519758
  nChanged 596
		SP:Iteration 22Q (82188.640000 sec): 3 clusters
  Score: Raw -5176857.166041 + Penalty 3467.750442 = -5173389.415599
  nChanged 632
		SP:Iteration 23Q (82189.120000 sec): 3 clusters
  Score: Raw -5177230.555574 + Penalty 3467.750442 = -5173762.805132
  nChanged 586
		SP:Iteration 24Q (82189.550000 sec): 3 clusters
  Score: Raw -5177612.011101 + Penalty 3467.750442 = -5174144.260659
  nChanged 572
		SP:Iteration 25Q (82190.040000 sec): 3 clusters
  Score: Raw -5178002.899542 + Penalty 3467.750442 = -5174535.149101
  nChanged 531
		SP:Iteration 26Q (82190.510000 sec): 3 clusters
  Score: Raw -5178371.797179 + Penalty 3467.750442 = -5174904.046737
  nChanged 448
		SP:Iteration 27Q (82190.990000 sec): 3 clusters
  Score: Raw -5178640.602302 + Penalty 3467.750442 = -5175172.851860
  nChanged 428
		SP:Iteration 28Q (82191.450000 sec): 3 clusters
  Score: Raw -5178860.121674 + Penalty 3467.750442 = -5175392.371232
  nChanged 356
		SP:Iteration 29Q (82191.930000 sec): 3 clusters
  Score: Raw -5179019.441027 + Penalty 3467.750442 = -5175551.690585
  nChanged 329
		SP:Iteration 30Q (82192.420000 sec): 3 clusters
  Score: Raw -5179145.245354 + Penalty 3467.750442 = -5175677.494912
  nChanged 296
		SP:Iteration 31Q (82192.900000 sec): 3 clusters
  Score: Raw -5179253.883837 + Penalty 3467.750442 = -5175786.133395
  nChanged 267
		SP:Iteration 32Q (82193.380000 sec): 3 clusters
  Score: Raw -5179347.629567 + Penalty 3467.750442 = -5175879.879125
  nChanged 237
		SP:Iteration 33Q (82193.850000 sec): 3 clusters
  Score: Raw -5179425.707353 + Penalty 3467.750442 = -5175957.956911
  nChanged 217
		SP:Iteration 34Q (82194.330000 sec): 3 clusters
  Score: Raw -5179493.602226 + Penalty 3467.750442 = -5176025.851785
  nChanged 200
		SP:Iteration 35Q (82194.800000 sec): 3 clusters
  Score: Raw -5179553.688241 + Penalty 3467.750442 = -5176085.937799
  nChanged 177
		SP:Iteration 36Q (82195.280000 sec): 3 clusters
  Score: Raw -5179606.096105 + Penalty 3467.750442 = -5176138.345663
  nChanged 149
		SP:Iteration 37Q (82195.760000 sec): 3 clusters
  Score: Raw -5179645.299811 + Penalty 3467.750442 = -5176177.549369
  nChanged 126
		SP:Iteration 38Q (82196.240000 sec): 3 clusters
  Score: Raw -5179676.081635 + Penalty 3467.750442 = -5176208.331194
  nChanged 114
		SP:Iteration 39Q (82196.660000 sec): 3 clusters
  Score: Raw -5179705.111854 + Penalty 3467.750442 = -5176237.361412
  nChanged 94
		SP:Iteration 40F (82197.070000 sec): 3 clusters
  Score: Raw -5179726.741622 + Penalty 3467.750442 = -5176258.991180
  nChanged 75
		SP:Iteration 41Q (82197.510000 sec): 3 clusters
  Score: Raw -5179742.317898 + Penalty 3467.750442 = -5176274.567456
  nChanged 63
		SP:Iteration 42Q (82197.990000 sec): 3 clusters
  Score: Raw -5179756.251052 + Penalty 3467.750442 = -5176288.500610
  nChanged 51
		SP:Iteration 43Q (82198.480000 sec): 3 clusters
  Score: Raw -5179766.341039 + Penalty 3467.750442 = -5176298.590597
  nChanged 40
		SP:Iteration 44Q (82198.960000 sec): 3 clusters
  Score: Raw -5179775.653390 + Penalty 3467.750442 = -5176307.902948
  nChanged 45
		SP:Iteration 45Q (82199.430000 sec): 3 clusters
  Score: Raw -5179784.953116 + Penalty 3467.750442 = -5176317.202674
  nChanged 46
		SP:Iteration 46Q (82199.900000 sec): 3 clusters
  Score: Raw -5179795.224613 + Penalty 3467.750442 = -5176327.474171
  nChanged 45
		SP:Iteration 47Q (82200.330000 sec): 3 clusters
  Score: Raw -5179806.564918 + Penalty 3467.750442 = -5176338.814477
  nChanged 48
		SP:Iteration 48Q (82200.830000 sec): 3 clusters
  Score: Raw -5179817.799030 + Penalty 3467.750442 = -5176350.048588
  nChanged 38
		SP:Iteration 49Q (82201.310000 sec): 3 clusters
  Score: Raw -5179827.593525 + Penalty 3467.750442 = -5176359.843084
  nChanged 38
		SP:Iteration 50Q (82201.800000 sec): 3 clusters
  Score: Raw -5179836.407431 + Penalty 3467.750442 = -5176368.656989
  nChanged 42
		SP:Iteration 51Q (82202.290000 sec): 3 clusters
  Score: Raw -5179845.092891 + Penalty 3467.750442 = -5176377.342449
  nChanged 37
		SP:Iteration 52Q (82202.750000 sec): 3 clusters
  Score: Raw -5179853.598416 + Penalty 3467.750442 = -5176385.847974
  nChanged 33
		SP:Iteration 53Q (82203.260000 sec): 3 clusters
  Score: Raw -5179860.876548 + Penalty 3467.750442 = -5176393.126106
  nChanged 29
		SP:Iteration 54Q (82203.730000 sec): 3 clusters
  Score: Raw -5179866.395058 + Penalty 3467.750442 = -5176398.644616
  nChanged 21
		SP:Iteration 55Q (82204.230000 sec): 3 clusters
  Score: Raw -5179870.153942 + Penalty 3467.750442 = -5176402.403500
  nChanged 16
		SP:Iteration 56Q (82204.720000 sec): 3 clusters
  Score: Raw -5179872.802237 + Penalty 3467.750442 = -5176405.051795
  nChanged 15
		SP:Iteration 57Q (82205.200000 sec): 3 clusters
  Score: Raw -5179876.207795 + Penalty 3467.750442 = -5176408.457353
  nChanged 18
		SP:Iteration 58Q (82205.690000 sec): 3 clusters
  Score: Raw -5179879.635448 + Penalty 3467.750442 = -5176411.885007
  nChanged 20
		SP:Iteration 59Q (82206.170000 sec): 3 clusters
  Score: Raw -5179883.784653 + Penalty 3467.750442 = -5176416.034211
  nChanged 23
		SP:Iteration 60F (82206.700000 sec): 3 clusters
  Score: Raw -5179888.900834 + Penalty 3467.750442 = -5176421.150392
  nChanged 21
		SP:Iteration 61Q (82207.150000 sec): 3 clusters
  Score: Raw -5179892.256186 + Penalty 3467.750442 = -5176424.505745
  nChanged 16
		SP:Iteration 62Q (82207.640000 sec): 3 clusters
  Score: Raw -5179894.895948 + Penalty 3467.750442 = -5176427.145506
  nChanged 12
		SP:Iteration 63Q (82208.120000 sec): 3 clusters
  Score: Raw -5179897.084346 + Penalty 3467.750442 = -5176429.333904
  nChanged 18
		SP:Iteration 64Q (82208.610000 sec): 3 clusters
  Score: Raw -5179900.322765 + Penalty 3467.750442 = -5176432.572323
  nChanged 15
		SP:Iteration 65Q (82209.090000 sec): 3 clusters
  Score: Raw -5179903.458429 + Penalty 3467.750442 = -5176435.707988
  nChanged 13
		SP:Iteration 66Q (82209.580000 sec): 3 clusters
  Score: Raw -5179905.877890 + Penalty 3467.750442 = -5176438.127448
  nChanged 14
		SP:Iteration 67Q (82210.070000 sec): 3 clusters
  Score: Raw -5179908.479444 + Penalty 3467.750442 = -5176440.729003
  nChanged 16
		SP:Iteration 68Q (82210.550000 sec): 3 clusters
  Score: Raw -5179911.950872 + Penalty 3467.750442 = -5176444.200430
  nChanged 21
		SP:Iteration 69Q (82211.030000 sec): 3 clusters
  Score: Raw -5179916.627551 + Penalty 3467.750442 = -5176448.877109
  nChanged 17
		SP:Iteration 70Q (82211.520000 sec): 3 clusters
  Score: Raw -5179920.090683 + Penalty 3467.750442 = -5176452.340241
  nChanged 14
		SP:Iteration 71Q (82212.000000 sec): 3 clusters
  Score: Raw -5179923.022531 + Penalty 3467.750442 = -5176455.272089
  nChanged 13
		SP:Iteration 72Q (82212.480000 sec): 3 clusters
  Score: Raw -5179926.399612 + Penalty 3467.750442 = -5176458.649170
  nChanged 17
		SP:Iteration 73Q (82212.950000 sec): 3 clusters
  Score: Raw -5179929.943937 + Penalty 3467.750442 = -5176462.193495
  nChanged 18
		SP:Iteration 74Q (82213.440000 sec): 3 clusters
  Score: Raw -5179933.764009 + Penalty 3467.750442 = -5176466.013567
  nChanged 14
		SP:Iteration 75Q (82213.880000 sec): 3 clusters
  Score: Raw -5179936.294700 + Penalty 3467.750442 = -5176468.544259
  nChanged 7
		SP:Iteration 76Q (82214.320000 sec): 3 clusters
  Score: Raw -5179938.161015 + Penalty 3467.750442 = -5176470.410573
  nChanged 9
		SP:Iteration 77Q (82214.770000 sec): 3 clusters
  Score: Raw -5179939.543930 + Penalty 3467.750442 = -5176471.793488
  nChanged 3
		SP:Iteration 78Q (82215.230000 sec): 3 clusters
  Score: Raw -5179940.021044 + Penalty 3467.750442 = -5176472.270602
  nChanged 2
		SP:Iteration 79Q (82215.690000 sec): 3 clusters
  Score: Raw -5179940.649326 + Penalty 3467.750442 = -5176472.898885
  nChanged 6
		SP:Iteration 80F (82216.220000 sec): 3 clusters
  Score: Raw -5179941.669100 + Penalty 3467.750442 = -5176473.918658
  nChanged 1
		SP:Iteration 81Q (82216.700000 sec): 3 clusters
  Score: Raw -5179941.829914 + Penalty 3467.750442 = -5176474.079472
  nChanged 2
		SP:Iteration 82Q (82217.170000 sec): 3 clusters
  Score: Raw -5179942.221743 + Penalty 3467.750442 = -5176474.471302
  nChanged 1
		SP:Iteration 83Q (82217.650000 sec): 3 clusters
  Score: Raw -5179942.357738 + Penalty 3467.750442 = -5176474.607296
  nChanged 2
		SP:Iteration 84Q (82218.130000 sec): 3 clusters
  Score: Raw -5179942.589702 + Penalty 3467.750442 = -5176474.839261
  nChanged 0
		SP:Iteration 85F (82218.660000 sec): 3 clusters
  Score: Raw -5179942.589702 + Penalty 3467.750442 = -5176474.839261
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 71 (210 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (82218.730000 sec): 2 clusters
  Score: Raw -15545.537774 + Penalty 868.904974 = -14676.632800
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (82218.730000 sec): 3 clusters
  Score: Raw -15698.265162 + Penalty 1737.809947 = -13960.455215
  nChanged 28
		SP:Iteration 1F (82218.740000 sec): 3 clusters
  Score: Raw -15853.711086 + Penalty 1737.809947 = -14115.901138
  nChanged 21
		SP:Iteration 2F (82218.750000 sec): 3 clusters
  Score: Raw -15957.268705 + Penalty 1737.809947 = -14219.458758
  nChanged 7
		SP:Iteration 3Q (82218.760000 sec): 3 clusters
  Score: Raw -15997.722593 + Penalty 1737.809947 = -14259.912645
  nChanged 2
		SP:Iteration 4Q (82218.770000 sec): 3 clusters
  Score: Raw -16028.307232 + Penalty 1737.809947 = -14290.497285
  nChanged 0
		SP:Iteration 5F (82218.770000 sec): 3 clusters
  Score: Raw -16028.307232 + Penalty 1737.809947 = -14290.497285
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 72 (532 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (82218.890000 sec): 2 clusters
  Score: Raw -76897.021284 + Penalty 1019.954567 = -75877.066717
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (82219.070000 sec): 3 clusters
  Score: Raw -76843.536229 + Penalty 2039.909134 = -74803.627095
  nChanged 136
		SP:Iteration 1F (82219.240000 sec): 3 clusters
  Score: Raw -77054.050105 + Penalty 2039.909134 = -75014.140971
  nChanged 50
		SP:Iteration 2F (82219.290000 sec): 3 clusters
  Score: Raw -77140.549718 + Penalty 2039.909134 = -75100.640584
  nChanged 17
		SP:Iteration 3Q (82219.300000 sec): 3 clusters
  Score: Raw -77191.961358 + Penalty 2039.909134 = -75152.052224
  nChanged 19
		SP:Iteration 4Q (82219.310000 sec): 3 clusters
  Score: Raw -77229.150885 + Penalty 2039.909134 = -75189.241751
  nChanged 9
		SP:Iteration 5Q (82219.320000 sec): 3 clusters
  Score: Raw -77242.107421 + Penalty 2039.909134 = -75202.198287
  nChanged 4
		SP:Iteration 6Q (82219.340000 sec): 3 clusters
  Score: Raw -77252.940656 + Penalty 2039.909134 = -75213.031522
  nChanged 3
		SP:Iteration 7Q (82219.380000 sec): 3 clusters
  Score: Raw -77258.664203 + Penalty 2039.909134 = -75218.755069
  nChanged 1
		SP:Iteration 8Q (82219.430000 sec): 3 clusters
  Score: Raw -77260.383009 + Penalty 2039.909134 = -75220.473875
  nChanged 0
		SP:Iteration 9F (82219.470000 sec): 3 clusters
  Score: Raw -77260.383009 + Penalty 2039.909134 = -75220.473875
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 73 (133 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (82219.530000 sec): 2 clusters
  Score: Raw -15200.224583 + Penalty 794.681733 = -14405.542850
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (82219.530000 sec): 3 clusters
  Score: Raw -15398.684490 + Penalty 1589.363467 = -13809.321024
  nChanged 21
		SP:Iteration 1F (82219.540000 sec): 3 clusters
  Score: Raw -15498.739431 + Penalty 1589.363467 = -13909.375964
  nChanged 7
		SP:Iteration 2F (82219.540000 sec): 3 clusters
  Score: Raw -15576.528087 + Penalty 1589.363467 = -13987.164620
  nChanged 1
		SP:Iteration 3Q (82219.550000 sec): 3 clusters
  Score: Raw -15580.151424 + Penalty 1589.363467 = -13990.787957
  nChanged 1
		SP:Iteration 4Q (82219.560000 sec): 3 clusters
  Score: Raw -15581.693684 + Penalty 1589.363467 = -13992.330217
  nChanged 0
		SP:Iteration 5F (82219.570000 sec): 3 clusters
  Score: Raw -15581.693684 + Penalty 1589.363467 = -13992.330217
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 74 (7852 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (82219.670000 sec): 2 clusters
  Score: Raw -987720.570989 + Penalty 1457.385078 = -986263.185911
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (82219.870000 sec): 3 clusters
  Score: Raw -983398.658847 + Penalty 2914.770156 = -980483.888692
  nChanged 3286
		SP:Iteration 1F (82220.070000 sec): 3 clusters
  Score: Raw -985121.322163 + Penalty 2914.770156 = -982206.552008
  nChanged 484
		SP:Iteration 2F (82220.270000 sec): 3 clusters
  Score: Raw -985328.395633 + Penalty 2914.770156 = -982413.625477
  nChanged 376
		SP:Iteration 3Q (82220.470000 sec): 3 clusters
  Score: Raw -985491.358133 + Penalty 2914.770156 = -982576.587977
  nChanged 320
		SP:Iteration 4Q (82220.610000 sec): 3 clusters
  Score: Raw -985643.583832 + Penalty 2914.770156 = -982728.813676
  nChanged 307
		SP:Iteration 5Q (82220.730000 sec): 3 clusters
  Score: Raw -985798.785431 + Penalty 2914.770156 = -982884.015275
  nChanged 323
		SP:Iteration 6Q (82220.930000 sec): 3 clusters
  Score: Raw -985975.571784 + Penalty 2914.770156 = -983060.801628
  nChanged 352
		SP:Iteration 7Q (82221.140000 sec): 3 clusters
  Score: Raw -986191.176280 + Penalty 2914.770156 = -983276.406124
  nChanged 356
		SP:Iteration 8Q (82221.260000 sec): 3 clusters
  Score: Raw -986424.179996 + Penalty 2914.770156 = -983509.409840
  nChanged 375
		SP:Iteration 9Q (82221.450000 sec): 3 clusters
  Score: Raw -986694.137110 + Penalty 2914.770156 = -983779.366954
  nChanged 363
		SP:Iteration 10Q (82221.650000 sec): 3 clusters
  Score: Raw -986971.847979 + Penalty 2914.770156 = -984057.077823
  nChanged 321
		SP:Iteration 11Q (82221.860000 sec): 3 clusters
  Score: Raw -987246.818229 + Penalty 2914.770156 = -984332.048074
  nChanged 241
		SP:Iteration 12Q (82222.070000 sec): 3 clusters
  Score: Raw -987471.313690 + Penalty 2914.770156 = -984556.543535
  nChanged 155
		SP:Iteration 13Q (82222.270000 sec): 3 clusters
  Score: Raw -987622.392638 + Penalty 2914.770156 = -984707.622483
  nChanged 96
		SP:Iteration 14Q (82222.380000 sec): 3 clusters
  Score: Raw -987726.266866 + Penalty 2914.770156 = -984811.496710
  nChanged 67
		SP:Iteration 15Q (82222.500000 sec): 3 clusters
  Score: Raw -987800.865451 + Penalty 2914.770156 = -984886.095296
  nChanged 35
		SP:Iteration 16Q (82222.710000 sec): 3 clusters
  Score: Raw -987842.794936 + Penalty 2914.770156 = -984928.024781
  nChanged 20
		SP:Iteration 17Q (82222.870000 sec): 3 clusters
  Score: Raw -987868.862738 + Penalty 2914.770156 = -984954.092583
  nChanged 19
		SP:Iteration 18Q (82223.060000 sec): 3 clusters
  Score: Raw -987888.809174 + Penalty 2914.770156 = -984974.039019
  nChanged 8
		SP:Iteration 19Q (82223.170000 sec): 3 clusters
  Score: Raw -987899.579759 + Penalty 2914.770156 = -984984.809604
  nChanged 5
		SP:Iteration 20F (82223.350000 sec): 3 clusters
  Score: Raw -987905.482290 + Penalty 2914.770156 = -984990.712135
  nChanged 5
		SP:Iteration 21Q (82223.550000 sec): 3 clusters
  Score: Raw -987912.111333 + Penalty 2914.770156 = -984997.341178
  nChanged 2
		SP:Iteration 22Q (82223.750000 sec): 3 clusters
  Score: Raw -987913.436903 + Penalty 2914.770156 = -984998.666748
  nChanged 2
		SP:Iteration 23Q (82223.950000 sec): 3 clusters
  Score: Raw -987916.940878 + Penalty 2914.770156 = -985002.170722
  nChanged 2
		SP:Iteration 24Q (82224.150000 sec): 3 clusters
  Score: Raw -987919.089485 + Penalty 2914.770156 = -985004.319330
  nChanged 1
		SP:Iteration 25Q (82224.350000 sec): 3 clusters
  Score: Raw -987920.363560 + Penalty 2914.770156 = -985005.593405
  nChanged 2
		SP:Iteration 26Q (82224.550000 sec): 3 clusters
  Score: Raw -987922.624618 + Penalty 2914.770156 = -985007.854463
  nChanged 1
		SP:Iteration 27Q (82224.750000 sec): 3 clusters
  Score: Raw -987924.154124 + Penalty 2914.770156 = -985009.383968
  nChanged 3
		SP:Iteration 28Q (82224.940000 sec): 3 clusters
  Score: Raw -987928.311734 + Penalty 2914.770156 = -985013.541579
  nChanged 1
		SP:Iteration 29Q (82225.180000 sec): 3 clusters
  Score: Raw -987929.485508 + Penalty 2914.770156 = -985014.715353
  nChanged 0
		SP:Iteration 30F (82225.420000 sec): 3 clusters
  Score: Raw -987929.485508 + Penalty 2914.770156 = -985014.715353
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 75 (159 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (82225.520000 sec): 2 clusters
  Score: Raw -12625.308056 + Penalty 823.696933 = -11801.611123
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (82225.620000 sec): 3 clusters
  Score: Raw -12831.332348 + Penalty 1647.393866 = -11183.938482
  nChanged 17
		SP:Iteration 1F (82225.630000 sec): 3 clusters
  Score: Raw -12890.354457 + Penalty 1647.393866 = -11242.960591
  nChanged 6
		SP:Iteration 2Q (82225.630000 sec): 3 clusters
  Score: Raw -12910.454956 + Penalty 1647.393866 = -11263.061090
  nChanged 3
		SP:Iteration 3Q (82225.640000 sec): 3 clusters
  Score: Raw -12922.804411 + Penalty 1647.393866 = -11275.410545
  nChanged 2
		SP:Iteration 4Q (82225.640000 sec): 3 clusters
  Score: Raw -12941.155665 + Penalty 1647.393866 = -11293.761799
  nChanged 0
		SP:Iteration 5F (82225.650000 sec): 3 clusters
  Score: Raw -12941.155665 + Penalty 1647.393866 = -11293.761799
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 78 (1001 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (82225.700000 sec): 2 clusters
  Score: Raw -124076.033544 + Penalty 1122.672652 = -122953.360892
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (82225.720000 sec): 3 clusters
  Score: Raw -123761.035421 + Penalty 2245.345303 = -121515.690118
  nChanged 285
		SP:Iteration 1F (82225.750000 sec): 3 clusters
  Score: Raw -123996.209906 + Penalty 2245.345303 = -121750.864603
  nChanged 65
		SP:Iteration 2F (82225.770000 sec): 3 clusters
  Score: Raw -124062.212184 + Penalty 2245.345303 = -121816.866881
  nChanged 40
		SP:Iteration 3Q (82225.790000 sec): 3 clusters
  Score: Raw -124097.825418 + Penalty 2245.345303 = -121852.480115
  nChanged 16
		SP:Iteration 4Q (82225.820000 sec): 3 clusters
  Score: Raw -124113.433436 + Penalty 2245.345303 = -121868.088132
  nChanged 18
		SP:Iteration 5Q (82225.840000 sec): 3 clusters
  Score: Raw -124128.739709 + Penalty 2245.345303 = -121883.394406
  nChanged 14
		SP:Iteration 6Q (82225.870000 sec): 3 clusters
  Score: Raw -124142.835579 + Penalty 2245.345303 = -121897.490276
  nChanged 14
		SP:Iteration 7Q (82225.900000 sec): 3 clusters
  Score: Raw -124157.286349 + Penalty 2245.345303 = -121911.941046
  nChanged 13
		SP:Iteration 8Q (82225.920000 sec): 3 clusters
  Score: Raw -124171.794211 + Penalty 2245.345303 = -121926.448907
  nChanged 7
		SP:Iteration 9Q (82225.950000 sec): 3 clusters
  Score: Raw -124176.807218 + Penalty 2245.345303 = -121931.461915
  nChanged 5
		SP:Iteration 10Q (82225.970000 sec): 3 clusters
  Score: Raw -124181.590104 + Penalty 2245.345303 = -121936.244801
  nChanged 7
		SP:Iteration 11Q (82226.000000 sec): 3 clusters
  Score: Raw -124187.334402 + Penalty 2245.345303 = -121941.989098
  nChanged 9
		SP:Iteration 12Q (82226.020000 sec): 3 clusters
  Score: Raw -124194.930817 + Penalty 2245.345303 = -121949.585513
  nChanged 6
		SP:Iteration 13Q (82226.040000 sec): 3 clusters
  Score: Raw -124198.787532 + Penalty 2245.345303 = -121953.442229
  nChanged 6
		SP:Iteration 14Q (82226.070000 sec): 3 clusters
  Score: Raw -124204.687904 + Penalty 2245.345303 = -121959.342601
  nChanged 7
		SP:Iteration 15Q (82226.100000 sec): 3 clusters
  Score: Raw -124211.684985 + Penalty 2245.345303 = -121966.339682
  nChanged 5
		SP:Iteration 16Q (82226.120000 sec): 3 clusters
  Score: Raw -124215.074744 + Penalty 2245.345303 = -121969.729441
  nChanged 4
		SP:Iteration 17Q (82226.140000 sec): 3 clusters
  Score: Raw -124217.321602 + Penalty 2245.345303 = -121971.976299
  nChanged 4
		SP:Iteration 18Q (82226.170000 sec): 3 clusters
  Score: Raw -124219.219021 + Penalty 2245.345303 = -121973.873718
  nChanged 5
		SP:Iteration 19Q (82226.190000 sec): 3 clusters
  Score: Raw -124222.262036 + Penalty 2245.345303 = -121976.916733
  nChanged 2
		SP:Iteration 20F (82226.220000 sec): 3 clusters
  Score: Raw -124224.878557 + Penalty 2245.345303 = -121979.533254
  nChanged 1
		SP:Iteration 21Q (82226.240000 sec): 3 clusters
  Score: Raw -124225.483704 + Penalty 2245.345303 = -121980.138400
  nChanged 0
		SP:Iteration 22F (82226.270000 sec): 3 clusters
  Score: Raw -124225.483704 + Penalty 2245.345303 = -121980.138400
  nChanged 0
Iteration 259Q (82388.400000 sec): 77 clusters
  Score: Raw -104761096.270022 + Penalty 169064.743089 = -104592031.526933
  nChanged 52
Iteration 260F (82609.450000 sec): 77 clusters
  Score: Raw -104761098.504740 + Penalty 169064.743089 = -104592033.761651
  nChanged 53
Iteration 261Q (82769.170000 sec): 77 clusters
  Score: Raw -104761101.072011 + Penalty 169064.743089 = -104592036.328922
  nChanged 71
Iteration 262Q (82930.060000 sec): 77 clusters
  Score: Raw -104761104.271208 + Penalty 169064.743089 = -104592039.528119
  nChanged 75
Iteration 263Q (83090.230000 sec): 77 clusters
  Score: Raw -104761108.276128 + Penalty 169064.743089 = -104592043.533039
  nChanged 80
Iteration 264Q (83252.980000 sec): 77 clusters
  Score: Raw -104761113.013849 + Penalty 169064.743089 = -104592048.270760
  nChanged 75
Iteration 265Q (83414.350000 sec): 77 clusters
  Score: Raw -104761117.338083 + Penalty 169064.743089 = -104592052.594994
  nChanged 79
Iteration 266Q (83569.860000 sec): 77 clusters
  Score: Raw -104761122.244686 + Penalty 169064.743089 = -104592057.501597
  nChanged 80
Iteration 267Q (83729.440000 sec): 77 clusters
  Score: Raw -104761129.805050 + Penalty 169064.743089 = -104592065.061961
  nChanged 89
Iteration 268Q (83887.980000 sec): 77 clusters
  Score: Raw -104761138.121434 + Penalty 169064.743089 = -104592073.378345
  nChanged 115
Iteration 269Q (84050.450000 sec): 77 clusters
  Score: Raw -104761151.294905 + Penalty 169064.743089 = -104592086.551816
  nChanged 134
Iteration 270Q (84211.070000 sec): 77 clusters
  Score: Raw -104761171.640492 + Penalty 169064.743089 = -104592106.897403
  nChanged 152
Iteration 271Q (84373.990000 sec): 77 clusters
  Score: Raw -104761195.572658 + Penalty 169064.743089 = -104592130.829569
  nChanged 177
Iteration 272Q (84538.500000 sec): 77 clusters
  Score: Raw -104761217.807329 + Penalty 169064.743089 = -104592153.064240
  nChanged 165
Iteration 273Q (84700.400000 sec): 77 clusters
  Score: Raw -104761235.085442 + Penalty 169064.743089 = -104592170.342353
  nChanged 173
Iteration 274Q (84860.610000 sec): 77 clusters
  Score: Raw -104761252.012266 + Penalty 169064.743089 = -104592187.269177
  nChanged 156
Iteration 275Q (85020.030000 sec): 77 clusters
  Score: Raw -104761265.698942 + Penalty 169064.743089 = -104592200.955853
  nChanged 154
Iteration 276Q (85180.450000 sec): 77 clusters
  Score: Raw -104761277.298971 + Penalty 169064.743089 = -104592212.555882
  nChanged 154
Iteration 277Q (85340.860000 sec): 77 clusters
  Score: Raw -104761292.157016 + Penalty 169064.743089 = -104592227.413927
  nChanged 147
Iteration 278Q (85501.690000 sec): 77 clusters
  Score: Raw -104761306.462499 + Penalty 169064.743089 = -104592241.719410
  nChanged 149
Iteration 279Q (85660.620000 sec): 77 clusters
  Score: Raw -104761319.072833 + Penalty 169064.743089 = -104592254.329744
  nChanged 152
Iteration 280F (85884.670000 sec): 77 clusters
  Score: Raw -104761335.153761 + Penalty 169064.743089 = -104592270.410672
  nChanged 141
Iteration 281Q (86046.590000 sec): 77 clusters
  Score: Raw -104761352.255705 + Penalty 169064.743089 = -104592287.512616
  nChanged 148
Iteration 282Q (86209.350000 sec): 77 clusters
  Score: Raw -104761368.112841 + Penalty 169064.743089 = -104592303.369752
  nChanged 167
Iteration 283Q (86369.470000 sec): 77 clusters
  Score: Raw -104761382.947274 + Penalty 169064.743089 = -104592318.204185
  nChanged 159
Iteration 284Q (86529.860000 sec): 77 clusters
  Score: Raw -104761393.469394 + Penalty 169064.743089 = -104592328.726305
  nChanged 165
Iteration 285Q (86693.730000 sec): 77 clusters
  Score: Raw -104761403.550561 + Penalty 169064.743089 = -104592338.807472
  nChanged 160
Iteration 286Q (86853.700000 sec): 77 clusters
  Score: Raw -104761412.669706 + Penalty 169064.743089 = -104592347.926617
  nChanged 166
Iteration 287Q (87013.180000 sec): 77 clusters
  Score: Raw -104761423.377751 + Penalty 169064.743089 = -104592358.634662
  nChanged 162
Iteration 288Q (87174.030000 sec): 77 clusters
  Score: Raw -104761434.617647 + Penalty 169064.743089 = -104592369.874558
  nChanged 145
Iteration 289Q (87334.100000 sec): 77 clusters
  Score: Raw -104761443.978756 + Penalty 169064.743089 = -104592379.235667
  nChanged 140
Iteration 290Q (87495.530000 sec): 77 clusters
  Score: Raw -104761454.617561 + Penalty 169064.743089 = -104592389.874472
  nChanged 146
Iteration 291Q (87659.000000 sec): 77 clusters
  Score: Raw -104761466.833548 + Penalty 169064.743089 = -104592402.090459
  nChanged 155
Iteration 292Q (87820.140000 sec): 77 clusters
  Score: Raw -104761475.348793 + Penalty 169064.743089 = -104592410.605704
  nChanged 138
Iteration 293Q (87981.360000 sec): 77 clusters
  Score: Raw -104761483.361551 + Penalty 169064.743089 = -104592418.618462
  nChanged 138
Iteration 294Q (88141.300000 sec): 77 clusters
  Score: Raw -104761491.126313 + Penalty 169064.743089 = -104592426.383224
  nChanged 126
Iteration 295Q (88302.470000 sec): 77 clusters
  Score: Raw -104761499.011126 + Penalty 169064.743089 = -104592434.268037
  nChanged 124
Iteration 296Q (88463.090000 sec): 77 clusters
  Score: Raw -104761505.754793 + Penalty 169064.743089 = -104592441.011704
  nChanged 100
Iteration 297Q (88622.140000 sec): 77 clusters
  Score: Raw -104761511.541249 + Penalty 169064.743089 = -104592446.798160
  nChanged 96
Iteration 298Q (88784.920000 sec): 77 clusters
  Score: Raw -104761516.678811 + Penalty 169064.743089 = -104592451.935722
  nChanged 93
Writing temp clu file 
Because OldScore, -104592446.798160, is greater than current (better) Score,-104592451.935722 
 Compute initial score before splitting:   Score: Raw -104761516.678811 + Penalty 169064.743089 = -104592451.935722
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 1 (383 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (88785.090000 sec): 2 clusters
  Score: Raw -36003.093470 + Penalty 966.555686 = -35036.537784
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (88785.260000 sec): 3 clusters
  Score: Raw -36043.748113 + Penalty 1933.111371 = -34110.636741
  nChanged 83
		SP:Iteration 1F (88785.440000 sec): 3 clusters
  Score: Raw -36198.261966 + Penalty 1933.111371 = -34265.150595
  nChanged 24
		SP:Iteration 2F (88785.610000 sec): 3 clusters
  Score: Raw -36249.826984 + Penalty 1933.111371 = -34316.715612
  nChanged 10
		SP:Iteration 3Q (88785.790000 sec): 3 clusters
  Score: Raw -36269.755156 + Penalty 1933.111371 = -34336.643784
  nChanged 9
		SP:Iteration 4Q (88785.960000 sec): 3 clusters
  Score: Raw -36316.067606 + Penalty 1933.111371 = -34382.956235
  nChanged 15
		SP:Iteration 5Q (88786.140000 sec): 3 clusters
  Score: Raw -36390.576104 + Penalty 1933.111371 = -34457.464732
  nChanged 19
		SP:Iteration 6Q (88786.320000 sec): 3 clusters
  Score: Raw -36480.274046 + Penalty 1933.111371 = -34547.162675
  nChanged 18
		SP:Iteration 7Q (88786.490000 sec): 3 clusters
  Score: Raw -36548.902880 + Penalty 1933.111371 = -34615.791508
  nChanged 7
		SP:Iteration 8Q (88786.670000 sec): 3 clusters
  Score: Raw -36567.380805 + Penalty 1933.111371 = -34634.269434
  nChanged 2
		SP:Iteration 9Q (88786.840000 sec): 3 clusters
  Score: Raw -36574.533294 + Penalty 1933.111371 = -34641.421923
  nChanged 4
		SP:Iteration 10Q (88787.020000 sec): 3 clusters
  Score: Raw -36582.500999 + Penalty 1933.111371 = -34649.389628
  nChanged 0
		SP:Iteration 11F (88787.200000 sec): 3 clusters
  Score: Raw -36582.500999 + Penalty 1933.111371 = -34649.389628
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 2 (29352 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (88787.440000 sec): 2 clusters
  Score: Raw -3596295.407223 + Penalty 1671.656344 = -3594623.750878
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (88787.840000 sec): 3 clusters
  Score: Raw -3578158.109950 + Penalty 3343.312689 = -3574814.797261
  nChanged 13507
		SP:Iteration 1F (88788.260000 sec): 3 clusters
  Score: Raw -3585649.905714 + Penalty 3343.312689 = -3582306.593025
  nChanged 1260
		SP:Iteration 2Q (88788.620000 sec): 3 clusters
  Score: Raw -3586024.570888 + Penalty 3343.312689 = -3582681.258199
  nChanged 1171
		SP:Iteration 3Q (88789.090000 sec): 3 clusters
  Score: Raw -3586384.030655 + Penalty 3343.312689 = -3583040.717966
  nChanged 1125
		SP:Iteration 4Q (88789.470000 sec): 3 clusters
  Score: Raw -3586758.201230 + Penalty 3343.312689 = -3583414.888541
  nChanged 1179
		SP:Iteration 5Q (88789.880000 sec): 3 clusters
  Score: Raw -3587180.542789 + Penalty 3343.312689 = -3583837.230100
  nChanged 1153
		SP:Iteration 6Q (88790.300000 sec): 3 clusters
  Score: Raw -3587598.608338 + Penalty 3343.312689 = -3584255.295649
  nChanged 1168
		SP:Iteration 7Q (88790.710000 sec): 3 clusters
  Score: Raw -3588073.332688 + Penalty 3343.312689 = -3584730.019999
  nChanged 1217
		SP:Iteration 8Q (88791.130000 sec): 3 clusters
  Score: Raw -3588600.929238 + Penalty 3343.312689 = -3585257.616549
  nChanged 1247
		SP:Iteration 9Q (88791.580000 sec): 3 clusters
  Score: Raw -3589204.605074 + Penalty 3343.312689 = -3585861.292385
  nChanged 1269
		SP:Iteration 10Q (88792.040000 sec): 3 clusters
  Score: Raw -3589895.805712 + Penalty 3343.312689 = -3586552.493023
  nChanged 1323
		SP:Iteration 11Q (88792.490000 sec): 3 clusters
  Score: Raw -3590684.942119 + Penalty 3343.312689 = -3587341.629430
  nChanged 1248
		SP:Iteration 12Q (88792.950000 sec): 3 clusters
  Score: Raw -3591454.473102 + Penalty 3343.312689 = -3588111.160413
  nChanged 1191
		SP:Iteration 13Q (88793.360000 sec): 3 clusters
  Score: Raw -3592147.695224 + Penalty 3343.312689 = -3588804.382535
  nChanged 962
		SP:Iteration 14Q (88793.730000 sec): 3 clusters
  Score: Raw -3592688.191699 + Penalty 3343.312689 = -3589344.879010
  nChanged 829
		SP:Iteration 15Q (88794.130000 sec): 3 clusters
  Score: Raw -3593123.423444 + Penalty 3343.312689 = -3589780.110755
  nChanged 741
		SP:Iteration 16Q (88794.500000 sec): 3 clusters
  Score: Raw -3593473.000011 + Penalty 3343.312689 = -3590129.687322
  nChanged 647
		SP:Iteration 17Q (88794.920000 sec): 3 clusters
  Score: Raw -3593786.157750 + Penalty 3343.312689 = -3590442.845061
  nChanged 578
		SP:Iteration 18Q (88795.290000 sec): 3 clusters
  Score: Raw -3594056.689331 + Penalty 3343.312689 = -3590713.376642
  nChanged 540
		SP:Iteration 19Q (88795.670000 sec): 3 clusters
  Score: Raw -3594310.770288 + Penalty 3343.312689 = -3590967.457599
  nChanged 498
		SP:Iteration 20F (88796.080000 sec): 3 clusters
  Score: Raw -3594565.812842 + Penalty 3343.312689 = -3591222.500153
  nChanged 440
		SP:Iteration 21Q (88796.450000 sec): 3 clusters
  Score: Raw -3594782.437435 + Penalty 3343.312689 = -3591439.124746
  nChanged 401
		SP:Iteration 22Q (88796.820000 sec): 3 clusters
  Score: Raw -3594982.878768 + Penalty 3343.312689 = -3591639.566079
  nChanged 370
		SP:Iteration 23Q (88797.190000 sec): 3 clusters
  Score: Raw -3595180.802568 + Penalty 3343.312689 = -3591837.489879
  nChanged 347
		SP:Iteration 24Q (88797.550000 sec): 3 clusters
  Score: Raw -3595367.384602 + Penalty 3343.312689 = -3592024.071913
  nChanged 302
		SP:Iteration 25Q (88797.920000 sec): 3 clusters
  Score: Raw -3595542.660695 + Penalty 3343.312689 = -3592199.348006
  nChanged 272
		SP:Iteration 26Q (88798.290000 sec): 3 clusters
  Score: Raw -3595702.161852 + Penalty 3343.312689 = -3592358.849163
  nChanged 246
		SP:Iteration 27Q (88798.660000 sec): 3 clusters
  Score: Raw -3595847.307838 + Penalty 3343.312689 = -3592503.995149
  nChanged 207
		SP:Iteration 28Q (88799.030000 sec): 3 clusters
  Score: Raw -3595969.039381 + Penalty 3343.312689 = -3592625.726692
  nChanged 178
		SP:Iteration 29Q (88799.400000 sec): 3 clusters
  Score: Raw -3596072.576356 + Penalty 3343.312689 = -3592729.263667
  nChanged 136
		SP:Iteration 30Q (88799.770000 sec): 3 clusters
  Score: Raw -3596150.435981 + Penalty 3343.312689 = -3592807.123292
  nChanged 120
		SP:Iteration 31Q (88800.130000 sec): 3 clusters
  Score: Raw -3596221.896821 + Penalty 3343.312689 = -3592878.584132
  nChanged 94
		SP:Iteration 32Q (88800.510000 sec): 3 clusters
  Score: Raw -3596278.330009 + Penalty 3343.312689 = -3592935.017320
  nChanged 93
		SP:Iteration 33Q (88800.870000 sec): 3 clusters
  Score: Raw -3596337.727686 + Penalty 3343.312689 = -3592994.414997
  nChanged 65
		SP:Iteration 34Q (88801.250000 sec): 3 clusters
  Score: Raw -3596383.229708 + Penalty 3343.312689 = -3593039.917019
  nChanged 45
		SP:Iteration 35Q (88801.620000 sec): 3 clusters
  Score: Raw -3596412.857365 + Penalty 3343.312689 = -3593069.544676
  nChanged 35
		SP:Iteration 36Q (88801.990000 sec): 3 clusters
  Score: Raw -3596436.953039 + Penalty 3343.312689 = -3593093.640350
  nChanged 31
		SP:Iteration 37Q (88802.370000 sec): 3 clusters
  Score: Raw -3596454.011778 + Penalty 3343.312689 = -3593110.699089
  nChanged 20
		SP:Iteration 38Q (88802.740000 sec): 3 clusters
  Score: Raw -3596464.916673 + Penalty 3343.312689 = -3593121.603985
  nChanged 19
		SP:Iteration 39Q (88803.120000 sec): 3 clusters
  Score: Raw -3596479.923039 + Penalty 3343.312689 = -3593136.610350
  nChanged 16
		SP:Iteration 40F (88803.530000 sec): 3 clusters
  Score: Raw -3596489.289001 + Penalty 3343.312689 = -3593145.976313
  nChanged 11
		SP:Iteration 41Q (88803.900000 sec): 3 clusters
  Score: Raw -3596494.085053 + Penalty 3343.312689 = -3593150.772364
  nChanged 5
		SP:Iteration 42Q (88804.270000 sec): 3 clusters
  Score: Raw -3596496.799914 + Penalty 3343.312689 = -3593153.487225
  nChanged 4
		SP:Iteration 43Q (88804.630000 sec): 3 clusters
  Score: Raw -3596498.682440 + Penalty 3343.312689 = -3593155.369751
  nChanged 6
		SP:Iteration 44Q (88805.000000 sec): 3 clusters
  Score: Raw -3596501.562565 + Penalty 3343.312689 = -3593158.249876
  nChanged 5
		SP:Iteration 45Q (88805.370000 sec): 3 clusters
  Score: Raw -3596503.730879 + Penalty 3343.312689 = -3593160.418190
  nChanged 5
		SP:Iteration 46Q (88805.740000 sec): 3 clusters
  Score: Raw -3596506.320667 + Penalty 3343.312689 = -3593163.007978
  nChanged 4
		SP:Iteration 47Q (88806.110000 sec): 3 clusters
  Score: Raw -3596508.581704 + Penalty 3343.312689 = -3593165.269015
  nChanged 5
		SP:Iteration 48Q (88806.480000 sec): 3 clusters
  Score: Raw -3596510.700726 + Penalty 3343.312689 = -3593167.388037
  nChanged 4
		SP:Iteration 49Q (88806.850000 sec): 3 clusters
  Score: Raw -3596512.272175 + Penalty 3343.312689 = -3593168.959486
  nChanged 3
		SP:Iteration 50Q (88807.220000 sec): 3 clusters
  Score: Raw -3596513.431422 + Penalty 3343.312689 = -3593170.118733
  nChanged 2
		SP:Iteration 51Q (88807.590000 sec): 3 clusters
  Score: Raw -3596514.064789 + Penalty 3343.312689 = -3593170.752100
  nChanged 1
		SP:Iteration 52Q (88807.960000 sec): 3 clusters
  Score: Raw -3596514.503224 + Penalty 3343.312689 = -3593171.190535
  nChanged 1
		SP:Iteration 53Q (88808.370000 sec): 3 clusters
  Score: Raw -3596515.175000 + Penalty 3343.312689 = -3593171.862311
  nChanged 0
		SP:Iteration 54F (88808.660000 sec): 3 clusters
  Score: Raw -3596515.175000 + Penalty 3343.312689 = -3593171.862311
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 3 (5487 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (88808.740000 sec): 2 clusters
  Score: Raw -670804.460393 + Penalty 1399.147252 = -669405.313140
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (88808.840000 sec): 3 clusters
  Score: Raw -667919.181840 + Penalty 2798.294505 = -665120.887336
  nChanged 2271
		SP:Iteration 1F (88808.940000 sec): 3 clusters
  Score: Raw -669245.823455 + Penalty 2798.294505 = -666447.528950
  nChanged 447
		SP:Iteration 2F (88809.030000 sec): 3 clusters
  Score: Raw -669529.452746 + Penalty 2798.294505 = -666731.158242
  nChanged 343
		SP:Iteration 3F (88809.220000 sec): 3 clusters
  Score: Raw -669748.963592 + Penalty 2798.294505 = -666950.669088
  nChanged 282
		SP:Iteration 4F (88809.440000 sec): 3 clusters
  Score: Raw -669935.529494 + Penalty 2798.294505 = -667137.234990
  nChanged 256
		SP:Iteration 5Q (88809.620000 sec): 3 clusters
  Score: Raw -670075.996856 + Penalty 2798.294505 = -667277.702352
  nChanged 194
		SP:Iteration 6Q (88809.800000 sec): 3 clusters
  Score: Raw -670183.770866 + Penalty 2798.294505 = -667385.476361
  nChanged 181
		SP:Iteration 7Q (88809.970000 sec): 3 clusters
  Score: Raw -670282.877341 + Penalty 2798.294505 = -667484.582836
  nChanged 168
		SP:Iteration 8Q (88810.150000 sec): 3 clusters
  Score: Raw -670368.692127 + Penalty 2798.294505 = -667570.397623
  nChanged 133
		SP:Iteration 9Q (88810.330000 sec): 3 clusters
  Score: Raw -670430.877408 + Penalty 2798.294505 = -667632.582903
  nChanged 96
		SP:Iteration 10Q (88810.510000 sec): 3 clusters
  Score: Raw -670477.171175 + Penalty 2798.294505 = -667678.876670
  nChanged 98
		SP:Iteration 11Q (88810.650000 sec): 3 clusters
  Score: Raw -670524.756655 + Penalty 2798.294505 = -667726.462151
  nChanged 89
		SP:Iteration 12Q (88810.830000 sec): 3 clusters
  Score: Raw -670564.291881 + Penalty 2798.294505 = -667765.997376
  nChanged 88
		SP:Iteration 13Q (88811.000000 sec): 3 clusters
  Score: Raw -670603.965517 + Penalty 2798.294505 = -667805.671013
  nChanged 85
		SP:Iteration 14Q (88811.160000 sec): 3 clusters
  Score: Raw -670645.021492 + Penalty 2798.294505 = -667846.726988
  nChanged 97
		SP:Iteration 15Q (88811.340000 sec): 3 clusters
  Score: Raw -670697.842971 + Penalty 2798.294505 = -667899.548467
  nChanged 90
		SP:Iteration 16Q (88811.510000 sec): 3 clusters
  Score: Raw -670736.835057 + Penalty 2798.294505 = -667938.540552
  nChanged 72
		SP:Iteration 17Q (88811.680000 sec): 3 clusters
  Score: Raw -670773.630782 + Penalty 2798.294505 = -667975.336277
  nChanged 73
		SP:Iteration 18Q (88811.790000 sec): 3 clusters
  Score: Raw -670813.869194 + Penalty 2798.294505 = -668015.574689
  nChanged 66
		SP:Iteration 19Q (88811.880000 sec): 3 clusters
  Score: Raw -670843.786637 + Penalty 2798.294505 = -668045.492133
  nChanged 47
		SP:Iteration 20F (88811.980000 sec): 3 clusters
  Score: Raw -670864.734705 + Penalty 2798.294505 = -668066.440200
  nChanged 31
		SP:Iteration 21Q (88812.160000 sec): 3 clusters
  Score: Raw -670877.178061 + Penalty 2798.294505 = -668078.883556
  nChanged 23
		SP:Iteration 22Q (88812.340000 sec): 3 clusters
  Score: Raw -670885.695152 + Penalty 2798.294505 = -668087.400648
  nChanged 22
		SP:Iteration 23Q (88812.510000 sec): 3 clusters
  Score: Raw -670894.356384 + Penalty 2798.294505 = -668096.061880
  nChanged 23
		SP:Iteration 24Q (88812.680000 sec): 3 clusters
  Score: Raw -670903.769244 + Penalty 2798.294505 = -668105.474739
  nChanged 11
		SP:Iteration 25Q (88812.850000 sec): 3 clusters
  Score: Raw -670909.051439 + Penalty 2798.294505 = -668110.756934
  nChanged 16
		SP:Iteration 26Q (88813.020000 sec): 3 clusters
  Score: Raw -670916.919777 + Penalty 2798.294505 = -668118.625272
  nChanged 12
		SP:Iteration 27Q (88813.190000 sec): 3 clusters
  Score: Raw -670922.245637 + Penalty 2798.294505 = -668123.951133
  nChanged 9
		SP:Iteration 28Q (88813.360000 sec): 3 clusters
  Score: Raw -670927.165182 + Penalty 2798.294505 = -668128.870677
  nChanged 13
		SP:Iteration 29Q (88813.540000 sec): 3 clusters
  Score: Raw -670932.736995 + Penalty 2798.294505 = -668134.442491
  nChanged 4
		SP:Iteration 30Q (88813.710000 sec): 3 clusters
  Score: Raw -670933.425832 + Penalty 2798.294505 = -668135.131327
  nChanged 5
		SP:Iteration 31Q (88813.880000 sec): 3 clusters
  Score: Raw -670935.934827 + Penalty 2798.294505 = -668137.640322
  nChanged 6
		SP:Iteration 32Q (88814.050000 sec): 3 clusters
  Score: Raw -670937.624830 + Penalty 2798.294505 = -668139.330325
  nChanged 4
		SP:Iteration 33Q (88814.220000 sec): 3 clusters
  Score: Raw -670939.063973 + Penalty 2798.294505 = -668140.769468
  nChanged 5
		SP:Iteration 34Q (88814.400000 sec): 3 clusters
  Score: Raw -670941.218717 + Penalty 2798.294505 = -668142.924212
  nChanged 6
		SP:Iteration 35Q (88814.570000 sec): 3 clusters
  Score: Raw -670945.907240 + Penalty 2798.294505 = -668147.612735
  nChanged 9
		SP:Iteration 36Q (88814.740000 sec): 3 clusters
  Score: Raw -670950.422553 + Penalty 2798.294505 = -668152.128048
  nChanged 6
		SP:Iteration 37Q (88814.900000 sec): 3 clusters
  Score: Raw -670954.629699 + Penalty 2798.294505 = -668156.335195
  nChanged 7
		SP:Iteration 38Q (88815.070000 sec): 3 clusters
  Score: Raw -670957.998319 + Penalty 2798.294505 = -668159.703815
  nChanged 7
		SP:Iteration 39Q (88815.240000 sec): 3 clusters
  Score: Raw -670963.144132 + Penalty 2798.294505 = -668164.849628
  nChanged 5
		SP:Iteration 40F (88815.410000 sec): 3 clusters
  Score: Raw -670965.956972 + Penalty 2798.294505 = -668167.662468
  nChanged 3
		SP:Iteration 41Q (88815.580000 sec): 3 clusters
  Score: Raw -670967.720433 + Penalty 2798.294505 = -668169.425929
  nChanged 2
		SP:Iteration 42Q (88815.760000 sec): 3 clusters
  Score: Raw -670968.294468 + Penalty 2798.294505 = -668169.999963
  nChanged 0
		SP:Iteration 43F (88815.900000 sec): 3 clusters
  Score: Raw -670968.294468 + Penalty 2798.294505 = -668169.999963
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 4 (9016 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (88815.990000 sec): 2 clusters
  Score: Raw -1129540.899615 + Penalty 1479.847859 = -1128061.051756
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (88816.190000 sec): 3 clusters
  Score: Raw -1124389.702895 + Penalty 2959.695718 = -1121430.007177
  nChanged 3907
		SP:Iteration 1F (88816.380000 sec): 3 clusters
  Score: Raw -1126483.298157 + Penalty 2959.695718 = -1123523.602439
  nChanged 614
		SP:Iteration 2F (88816.570000 sec): 3 clusters
  Score: Raw -1126758.866705 + Penalty 2959.695718 = -1123799.170987
  nChanged 527
		SP:Iteration 3F (88816.690000 sec): 3 clusters
  Score: Raw -1127030.028004 + Penalty 2959.695718 = -1124070.332286
  nChanged 514
		SP:Iteration 4F (88816.920000 sec): 3 clusters
  Score: Raw -1127386.484179 + Penalty 2959.695718 = -1124426.788461
  nChanged 624
		SP:Iteration 5F (88817.110000 sec): 3 clusters
  Score: Raw -1127902.603499 + Penalty 2959.695718 = -1124942.907781
  nChanged 686
		SP:Iteration 6F (88817.310000 sec): 3 clusters
  Score: Raw -1128527.425010 + Penalty 2959.695718 = -1125567.729292
  nChanged 678
		SP:Iteration 7F (88817.500000 sec): 3 clusters
  Score: Raw -1129048.515750 + Penalty 2959.695718 = -1126088.820032
  nChanged 498
		SP:Iteration 8F (88817.690000 sec): 3 clusters
  Score: Raw -1129370.495548 + Penalty 2959.695718 = -1126410.799830
  nChanged 347
		SP:Iteration 9Q (88817.930000 sec): 3 clusters
  Score: Raw -1129547.066644 + Penalty 2959.695718 = -1126587.370926
  nChanged 259
		SP:Iteration 10Q (88818.120000 sec): 3 clusters
  Score: Raw -1129664.622261 + Penalty 2959.695718 = -1126704.926543
  nChanged 182
		SP:Iteration 11Q (88818.300000 sec): 3 clusters
  Score: Raw -1129728.888808 + Penalty 2959.695718 = -1126769.193090
  nChanged 122
		SP:Iteration 12Q (88818.500000 sec): 3 clusters
  Score: Raw -1129765.942891 + Penalty 2959.695718 = -1126806.247173
  nChanged 108
		SP:Iteration 13Q (88818.690000 sec): 3 clusters
  Score: Raw -1129799.131398 + Penalty 2959.695718 = -1126839.435680
  nChanged 85
		SP:Iteration 14Q (88818.880000 sec): 3 clusters
  Score: Raw -1129827.083517 + Penalty 2959.695718 = -1126867.387799
  nChanged 87
		SP:Iteration 15Q (88819.080000 sec): 3 clusters
  Score: Raw -1129852.128121 + Penalty 2959.695718 = -1126892.432403
  nChanged 69
		SP:Iteration 16Q (88819.270000 sec): 3 clusters
  Score: Raw -1129871.090662 + Penalty 2959.695718 = -1126911.394944
  nChanged 64
		SP:Iteration 17Q (88819.460000 sec): 3 clusters
  Score: Raw -1129888.818826 + Penalty 2959.695718 = -1126929.123108
  nChanged 56
		SP:Iteration 18Q (88819.650000 sec): 3 clusters
  Score: Raw -1129904.743515 + Penalty 2959.695718 = -1126945.047796
  nChanged 50
		SP:Iteration 19Q (88819.890000 sec): 3 clusters
  Score: Raw -1129916.806156 + Penalty 2959.695718 = -1126957.110438
  nChanged 39
		SP:Iteration 20F (88820.080000 sec): 3 clusters
  Score: Raw -1129925.532442 + Penalty 2959.695718 = -1126965.836724
  nChanged 34
		SP:Iteration 21Q (88820.270000 sec): 3 clusters
  Score: Raw -1129934.568579 + Penalty 2959.695718 = -1126974.872861
  nChanged 31
		SP:Iteration 22Q (88820.460000 sec): 3 clusters
  Score: Raw -1129943.365652 + Penalty 2959.695718 = -1126983.669934
  nChanged 28
		SP:Iteration 23Q (88820.650000 sec): 3 clusters
  Score: Raw -1129949.985191 + Penalty 2959.695718 = -1126990.289473
  nChanged 27
		SP:Iteration 24Q (88820.890000 sec): 3 clusters
  Score: Raw -1129955.797429 + Penalty 2959.695718 = -1126996.101711
  nChanged 22
		SP:Iteration 25Q (88821.080000 sec): 3 clusters
  Score: Raw -1129960.037319 + Penalty 2959.695718 = -1127000.341601
  nChanged 22
		SP:Iteration 26Q (88821.270000 sec): 3 clusters
  Score: Raw -1129965.630908 + Penalty 2959.695718 = -1127005.935190
  nChanged 23
		SP:Iteration 27Q (88821.470000 sec): 3 clusters
  Score: Raw -1129970.069935 + Penalty 2959.695718 = -1127010.374217
  nChanged 14
		SP:Iteration 28Q (88821.710000 sec): 3 clusters
  Score: Raw -1129973.417325 + Penalty 2959.695718 = -1127013.721607
  nChanged 15
		SP:Iteration 29Q (88821.890000 sec): 3 clusters
  Score: Raw -1129977.439088 + Penalty 2959.695718 = -1127017.743370
  nChanged 21
		SP:Iteration 30Q (88822.090000 sec): 3 clusters
  Score: Raw -1129982.800036 + Penalty 2959.695718 = -1127023.104318
  nChanged 16
		SP:Iteration 31Q (88822.290000 sec): 3 clusters
  Score: Raw -1129986.338125 + Penalty 2959.695718 = -1127026.642407
  nChanged 12
		SP:Iteration 32Q (88822.520000 sec): 3 clusters
  Score: Raw -1129988.569076 + Penalty 2959.695718 = -1127028.873357
  nChanged 10
		SP:Iteration 33Q (88822.710000 sec): 3 clusters
  Score: Raw -1129991.517746 + Penalty 2959.695718 = -1127031.822028
  nChanged 21
		SP:Iteration 34Q (88822.950000 sec): 3 clusters
  Score: Raw -1129996.738111 + Penalty 2959.695718 = -1127037.042392
  nChanged 17
		SP:Iteration 35Q (88823.150000 sec): 3 clusters
  Score: Raw -1130001.119285 + Penalty 2959.695718 = -1127041.423567
  nChanged 15
		SP:Iteration 36Q (88823.340000 sec): 3 clusters
  Score: Raw -1130004.621750 + Penalty 2959.695718 = -1127044.926032
  nChanged 11
		SP:Iteration 37Q (88823.570000 sec): 3 clusters
  Score: Raw -1130006.295957 + Penalty 2959.695718 = -1127046.600239
  nChanged 2
		SP:Iteration 38Q (88823.810000 sec): 3 clusters
  Score: Raw -1130006.683690 + Penalty 2959.695718 = -1127046.987971
  nChanged 3
		SP:Iteration 39Q (88823.990000 sec): 3 clusters
  Score: Raw -1130007.375441 + Penalty 2959.695718 = -1127047.679723
  nChanged 1
		SP:Iteration 40F (88824.190000 sec): 3 clusters
  Score: Raw -1130007.544808 + Penalty 2959.695718 = -1127047.849090
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 5 (186705 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (88825.270000 sec): 2 clusters
  Score: Raw -22484997.562398 + Penalty 1972.308830 = -22483025.253568
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (88826.880000 sec): 3 clusters
  Score: Raw -22361645.024526 + Penalty 3944.617661 = -22357700.406865
  nChanged 90374
		SP:Iteration 1F (88828.440000 sec): 3 clusters
  Score: Raw -22414959.417703 + Penalty 3944.617661 = -22411014.800043
  nChanged 4880
		SP:Iteration 2Q (88830.070000 sec): 3 clusters
  Score: Raw -22415920.567479 + Penalty 3944.617661 = -22411975.949818
  nChanged 5167
		SP:Iteration 3Q (88831.710000 sec): 3 clusters
  Score: Raw -22417055.651540 + Penalty 3944.617661 = -22413111.033879
  nChanged 5859
		SP:Iteration 4Q (88833.440000 sec): 3 clusters
  Score: Raw -22418568.638783 + Penalty 3944.617661 = -22414624.021122
  nChanged 6854
		SP:Iteration 5Q (88835.130000 sec): 3 clusters
  Score: Raw -22420688.172555 + Penalty 3944.617661 = -22416743.554894
  nChanged 8090
		SP:Iteration 6Q (88836.850000 sec): 3 clusters
  Score: Raw -22423893.438761 + Penalty 3944.617661 = -22419948.821100
  nChanged 9765
		SP:Iteration 7F (88838.410000 sec): 3 clusters
  Score: Raw -22428774.650427 + Penalty 3944.617661 = -22424830.032766
  nChanged 11384
		SP:Iteration 8F (88840.050000 sec): 3 clusters
  Score: Raw -22435846.917508 + Penalty 3944.617661 = -22431902.299847
  nChanged 12074
		SP:Iteration 9F (88841.620000 sec): 3 clusters
  Score: Raw -22444517.364077 + Penalty 3944.617661 = -22440572.746417
  nChanged 11137
		SP:Iteration 10F (88843.190000 sec): 3 clusters
  Score: Raw -22453182.529450 + Penalty 3944.617661 = -22449237.911789
  nChanged 9203
		SP:Iteration 11Q (88844.760000 sec): 3 clusters
  Score: Raw -22460299.526193 + Penalty 3944.617661 = -22456354.908533
  nChanged 6948
		SP:Iteration 12Q (88846.360000 sec): 3 clusters
  Score: Raw -22465306.863465 + Penalty 3944.617661 = -22461362.245804
  nChanged 5360
		SP:Iteration 13Q (88847.860000 sec): 3 clusters
  Score: Raw -22468797.391747 + Penalty 3944.617661 = -22464852.774086
  nChanged 4506
		SP:Iteration 14Q (88849.330000 sec): 3 clusters
  Score: Raw -22471457.287706 + Penalty 3944.617661 = -22467512.670046
  nChanged 3967
		SP:Iteration 15Q (88850.860000 sec): 3 clusters
  Score: Raw -22473764.211277 + Penalty 3944.617661 = -22469819.593616
  nChanged 3535
		SP:Iteration 16Q (88852.370000 sec): 3 clusters
  Score: Raw -22475840.776353 + Penalty 3944.617661 = -22471896.158693
  nChanged 3075
		SP:Iteration 17Q (88853.800000 sec): 3 clusters
  Score: Raw -22477673.756688 + Penalty 3944.617661 = -22473729.139027
  nChanged 2666
		SP:Iteration 18Q (88855.230000 sec): 3 clusters
  Score: Raw -22479316.448870 + Penalty 3944.617661 = -22475371.831209
  nChanged 2242
		SP:Iteration 19Q (88856.670000 sec): 3 clusters
  Score: Raw -22480745.552315 + Penalty 3944.617661 = -22476800.934654
  nChanged 1872
		SP:Iteration 20F (88858.240000 sec): 3 clusters
  Score: Raw -22481975.620456 + Penalty 3944.617661 = -22478031.002795
  nChanged 1484
		SP:Iteration 21Q (88859.570000 sec): 3 clusters
  Score: Raw -22482989.369775 + Penalty 3944.617661 = -22479044.752114
  nChanged 1144
		SP:Iteration 22Q (88860.980000 sec): 3 clusters
  Score: Raw -22483770.888347 + Penalty 3944.617661 = -22479826.270686
  nChanged 766
		SP:Iteration 23Q (88862.410000 sec): 3 clusters
  Score: Raw -22484288.515423 + Penalty 3944.617661 = -22480343.897762
  nChanged 548
		SP:Iteration 24Q (88863.750000 sec): 3 clusters
  Score: Raw -22484643.775981 + Penalty 3944.617661 = -22480699.158320
  nChanged 345
		SP:Iteration 25Q (88865.170000 sec): 3 clusters
  Score: Raw -22484864.357089 + Penalty 3944.617661 = -22480919.739428
  nChanged 222
		SP:Iteration 26Q (88866.510000 sec): 3 clusters
  Score: Raw -22484999.922475 + Penalty 3944.617661 = -22481055.304814
  nChanged 136
		SP:Iteration 27Q (88867.840000 sec): 3 clusters
  Score: Raw -22485086.668189 + Penalty 3944.617661 = -22481142.050528
  nChanged 93
		SP:Iteration 28Q (88869.200000 sec): 3 clusters
  Score: Raw -22485141.246864 + Penalty 3944.617661 = -22481196.629203
  nChanged 67
		SP:Iteration 29Q (88870.560000 sec): 3 clusters
  Score: Raw -22485182.430164 + Penalty 3944.617661 = -22481237.812503
  nChanged 46
		SP:Iteration 30Q (88872.000000 sec): 3 clusters
  Score: Raw -22485205.650068 + Penalty 3944.617661 = -22481261.032407
  nChanged 35
		SP:Iteration 31Q (88873.440000 sec): 3 clusters
  Score: Raw -22485225.912376 + Penalty 3944.617661 = -22481281.294716
  nChanged 22
		SP:Iteration 32Q (88874.880000 sec): 3 clusters
  Score: Raw -22485239.469959 + Penalty 3944.617661 = -22481294.852298
  nChanged 24
		SP:Iteration 33Q (88876.280000 sec): 3 clusters
  Score: Raw -22485253.763829 + Penalty 3944.617661 = -22481309.146168
  nChanged 22
		SP:Iteration 34Q (88877.700000 sec): 3 clusters
  Score: Raw -22485264.767997 + Penalty 3944.617661 = -22481320.150336
  nChanged 18
		SP:Iteration 35Q (88879.120000 sec): 3 clusters
  Score: Raw -22485272.554634 + Penalty 3944.617661 = -22481327.936973
  nChanged 11
		SP:Iteration 36Q (88880.530000 sec): 3 clusters
  Score: Raw -22485281.006807 + Penalty 3944.617661 = -22481336.389146
  nChanged 9
		SP:Iteration 37Q (88881.910000 sec): 3 clusters
  Score: Raw -22485286.002408 + Penalty 3944.617661 = -22481341.384747
  nChanged 15
		SP:Iteration 38Q (88883.360000 sec): 3 clusters
  Score: Raw -22485296.586001 + Penalty 3944.617661 = -22481351.968340
  nChanged 9
		SP:Iteration 39Q (88884.800000 sec): 3 clusters
  Score: Raw -22485301.537113 + Penalty 3944.617661 = -22481356.919452
  nChanged 7
		SP:Iteration 40F (88886.280000 sec): 3 clusters
  Score: Raw -22485305.859144 + Penalty 3944.617661 = -22481361.241483
  nChanged 8
		SP:Iteration 41Q (88887.710000 sec): 3 clusters
  Score: Raw -22485310.442937 + Penalty 3944.617661 = -22481365.825276
  nChanged 9
		SP:Iteration 42Q (88889.100000 sec): 3 clusters
  Score: Raw -22485315.703986 + Penalty 3944.617661 = -22481371.086325
  nChanged 5
		SP:Iteration 43Q (88890.450000 sec): 3 clusters
  Score: Raw -22485318.191881 + Penalty 3944.617661 = -22481373.574220
  nChanged 3
		SP:Iteration 44Q (88891.860000 sec): 3 clusters
  Score: Raw -22485319.653893 + Penalty 3944.617661 = -22481375.036232
  nChanged 4
		SP:Iteration 45Q (88893.190000 sec): 3 clusters
  Score: Raw -22485321.357772 + Penalty 3944.617661 = -22481376.740111
  nChanged 2
		SP:Iteration 46Q (88894.540000 sec): 3 clusters
  Score: Raw -22485322.544201 + Penalty 3944.617661 = -22481377.926540
  nChanged 1
		SP:Iteration 47Q (88895.830000 sec): 3 clusters
  Score: Raw -22485323.142697 + Penalty 3944.617661 = -22481378.525036
  nChanged 1
		SP:Iteration 48Q (88897.260000 sec): 3 clusters
  Score: Raw -22485324.369727 + Penalty 3944.617661 = -22481379.752066
  nChanged 3
		SP:Iteration 49Q (88898.640000 sec): 3 clusters
  Score: Raw -22485326.659049 + Penalty 3944.617661 = -22481382.041388
  nChanged 4
		SP:Iteration 50Q (88899.990000 sec): 3 clusters
  Score: Raw -22485328.652398 + Penalty 3944.617661 = -22481384.034738
  nChanged 2
		SP:Iteration 51Q (88901.310000 sec): 3 clusters
  Score: Raw -22485329.523083 + Penalty 3944.617661 = -22481384.905423
  nChanged 2
		SP:Iteration 52Q (88902.730000 sec): 3 clusters
  Score: Raw -22485329.924084 + Penalty 3944.617661 = -22481385.306423
  nChanged 1
		SP:Iteration 53Q (88904.170000 sec): 3 clusters
  Score: Raw -22485330.403948 + Penalty 3944.617661 = -22481385.786287
  nChanged 2
		SP:Iteration 54Q (88905.610000 sec): 3 clusters
  Score: Raw -22485331.809905 + Penalty 3944.617661 = -22481387.192244
  nChanged 2
		SP:Iteration 55Q (88907.060000 sec): 3 clusters
  Score: Raw -22485334.802674 + Penalty 3944.617661 = -22481390.185013
  nChanged 4
		SP:Iteration 56Q (88908.470000 sec): 3 clusters
  Score: Raw -22485337.530063 + Penalty 3944.617661 = -22481392.912403
  nChanged 3
		SP:Iteration 57Q (88909.920000 sec): 3 clusters
  Score: Raw -22485339.435701 + Penalty 3944.617661 = -22481394.818040
  nChanged 4
		SP:Iteration 58Q (88911.340000 sec): 3 clusters
  Score: Raw -22485341.434309 + Penalty 3944.617661 = -22481396.816649
  nChanged 2
		SP:Iteration 59Q (88912.780000 sec): 3 clusters
  Score: Raw -22485343.281928 + Penalty 3944.617661 = -22481398.664267
  nChanged 3
		SP:Iteration 60F (88914.360000 sec): 3 clusters
  Score: Raw -22485344.736322 + Penalty 3944.617661 = -22481400.118662
  nChanged 2
		SP:Iteration 61Q (88915.770000 sec): 3 clusters
  Score: Raw -22485345.934230 + Penalty 3944.617661 = -22481401.316569
  nChanged 4
		SP:Iteration 62Q (88917.080000 sec): 3 clusters
  Score: Raw -22485347.971075 + Penalty 3944.617661 = -22481403.353414
  nChanged 2
		SP:Iteration 63Q (88918.450000 sec): 3 clusters
  Score: Raw -22485348.460604 + Penalty 3944.617661 = -22481403.842943
  nChanged 0
		SP:Iteration 64F (88920.020000 sec): 3 clusters
  Score: Raw -22485348.460604 + Penalty 3944.617661 = -22481403.842943
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 6 (201 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (88920.130000 sec): 2 clusters
  Score: Raw -17687.314666 + Penalty 861.787048 = -16825.527618
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (88920.300000 sec): 3 clusters
  Score: Raw -17801.564793 + Penalty 1723.574095 = -16077.990698
  nChanged 36
		SP:Iteration 1F (88920.480000 sec): 3 clusters
  Score: Raw -17921.762437 + Penalty 1723.574095 = -16198.188342
  nChanged 10
		SP:Iteration 2Q (88920.650000 sec): 3 clusters
  Score: Raw -17963.707789 + Penalty 1723.574095 = -16240.133693
  nChanged 2
		SP:Iteration 3Q (88920.830000 sec): 3 clusters
  Score: Raw -17976.921989 + Penalty 1723.574095 = -16253.347894
  nChanged 2
		SP:Iteration 4Q (88921.000000 sec): 3 clusters
  Score: Raw -17983.052823 + Penalty 1723.574095 = -16259.478728
  nChanged 3
		SP:Iteration 5Q (88921.180000 sec): 3 clusters
  Score: Raw -17993.822202 + Penalty 1723.574095 = -16270.248107
  nChanged 1
		SP:Iteration 6Q (88921.350000 sec): 3 clusters
  Score: Raw -17995.986489 + Penalty 1723.574095 = -16272.412394
  nChanged 0
		SP:Iteration 7F (88921.530000 sec): 3 clusters
  Score: Raw -17995.986489 + Penalty 1723.574095 = -16272.412394
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 7 (10351 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (88921.700000 sec): 2 clusters
  Score: Raw -1230461.278172 + Penalty 1502.286242 = -1228958.991930
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (88921.980000 sec): 3 clusters
  Score: Raw -1224637.080390 + Penalty 3004.572484 = -1221632.507906
  nChanged 4448
		SP:Iteration 1F (88922.240000 sec): 3 clusters
  Score: Raw -1226967.220907 + Penalty 3004.572484 = -1223962.648423
  nChanged 630
		SP:Iteration 2F (88922.460000 sec): 3 clusters
  Score: Raw -1227243.337501 + Penalty 3004.572484 = -1224238.765017
  nChanged 556
		SP:Iteration 3F (88922.680000 sec): 3 clusters
  Score: Raw -1227487.501268 + Penalty 3004.572484 = -1224482.928784
  nChanged 467
		SP:Iteration 4Q (88922.900000 sec): 3 clusters
  Score: Raw -1227702.534964 + Penalty 3004.572484 = -1224697.962480
  nChanged 450
		SP:Iteration 5Q (88923.120000 sec): 3 clusters
  Score: Raw -1227922.554642 + Penalty 3004.572484 = -1224917.982158
  nChanged 417
		SP:Iteration 6Q (88923.330000 sec): 3 clusters
  Score: Raw -1228118.527963 + Penalty 3004.572484 = -1225113.955479
  nChanged 415
		SP:Iteration 7Q (88923.550000 sec): 3 clusters
  Score: Raw -1228318.849874 + Penalty 3004.572484 = -1225314.277390
  nChanged 398
		SP:Iteration 8Q (88923.820000 sec): 3 clusters
  Score: Raw -1228508.102059 + Penalty 3004.572484 = -1225503.529575
  nChanged 366
		SP:Iteration 9Q (88924.050000 sec): 3 clusters
  Score: Raw -1228694.430247 + Penalty 3004.572484 = -1225689.857763
  nChanged 370
		SP:Iteration 10Q (88924.310000 sec): 3 clusters
  Score: Raw -1228869.969163 + Penalty 3004.572484 = -1225865.396679
  nChanged 314
		SP:Iteration 11Q (88924.570000 sec): 3 clusters
  Score: Raw -1229024.693366 + Penalty 3004.572484 = -1226020.120882
  nChanged 293
		SP:Iteration 12Q (88924.840000 sec): 3 clusters
  Score: Raw -1229166.862250 + Penalty 3004.572484 = -1226162.289766
  nChanged 247
		SP:Iteration 13Q (88925.100000 sec): 3 clusters
  Score: Raw -1229292.315709 + Penalty 3004.572484 = -1226287.743225
  nChanged 240
		SP:Iteration 14Q (88925.360000 sec): 3 clusters
  Score: Raw -1229405.879876 + Penalty 3004.572484 = -1226401.307392
  nChanged 199
		SP:Iteration 15Q (88925.630000 sec): 3 clusters
  Score: Raw -1229486.016867 + Penalty 3004.572484 = -1226481.444383
  nChanged 162
		SP:Iteration 16Q (88925.890000 sec): 3 clusters
  Score: Raw -1229544.515936 + Penalty 3004.572484 = -1226539.943452
  nChanged 135
		SP:Iteration 17Q (88926.150000 sec): 3 clusters
  Score: Raw -1229601.494185 + Penalty 3004.572484 = -1226596.921701
  nChanged 151
		SP:Iteration 18Q (88926.410000 sec): 3 clusters
  Score: Raw -1229654.909666 + Penalty 3004.572484 = -1226650.337182
  nChanged 130
		SP:Iteration 19Q (88926.720000 sec): 3 clusters
  Score: Raw -1229703.405869 + Penalty 3004.572484 = -1226698.833385
  nChanged 126
		SP:Iteration 20F (88926.910000 sec): 3 clusters
  Score: Raw -1229745.085035 + Penalty 3004.572484 = -1226740.512551
  nChanged 119
		SP:Iteration 21Q (88927.170000 sec): 3 clusters
  Score: Raw -1229781.484227 + Penalty 3004.572484 = -1226776.911742
  nChanged 106
		SP:Iteration 22Q (88927.430000 sec): 3 clusters
  Score: Raw -1229815.918856 + Penalty 3004.572484 = -1226811.346372
  nChanged 95
		SP:Iteration 23Q (88927.690000 sec): 3 clusters
  Score: Raw -1229846.409948 + Penalty 3004.572484 = -1226841.837464
  nChanged 103
		SP:Iteration 24Q (88927.960000 sec): 3 clusters
  Score: Raw -1229878.603097 + Penalty 3004.572484 = -1226874.030613
  nChanged 91
		SP:Iteration 25Q (88928.220000 sec): 3 clusters
  Score: Raw -1229908.965785 + Penalty 3004.572484 = -1226904.393301
  nChanged 104
		SP:Iteration 26Q (88928.490000 sec): 3 clusters
  Score: Raw -1229944.334476 + Penalty 3004.572484 = -1226939.761992
  nChanged 92
		SP:Iteration 27Q (88928.700000 sec): 3 clusters
  Score: Raw -1229978.539550 + Penalty 3004.572484 = -1226973.967066
  nChanged 92
		SP:Iteration 28Q (88928.970000 sec): 3 clusters
  Score: Raw -1230013.097182 + Penalty 3004.572484 = -1227008.524698
  nChanged 99
		SP:Iteration 29Q (88929.230000 sec): 3 clusters
  Score: Raw -1230051.325219 + Penalty 3004.572484 = -1227046.752735
  nChanged 77
		SP:Iteration 30Q (88929.450000 sec): 3 clusters
  Score: Raw -1230084.086539 + Penalty 3004.572484 = -1227079.514055
  nChanged 95
		SP:Iteration 31Q (88929.630000 sec): 3 clusters
  Score: Raw -1230132.433584 + Penalty 3004.572484 = -1227127.861100
  nChanged 99
		SP:Iteration 32Q (88929.810000 sec): 3 clusters
  Score: Raw -1230181.249070 + Penalty 3004.572484 = -1227176.676586
  nChanged 100
		SP:Iteration 33Q (88929.950000 sec): 3 clusters
  Score: Raw -1230232.179744 + Penalty 3004.572484 = -1227227.607260
  nChanged 101
		SP:Iteration 34Q (88930.140000 sec): 3 clusters
  Score: Raw -1230288.507479 + Penalty 3004.572484 = -1227283.934995
  nChanged 95
		SP:Iteration 35Q (88930.330000 sec): 3 clusters
  Score: Raw -1230341.708908 + Penalty 3004.572484 = -1227337.136424
  nChanged 85
		SP:Iteration 36Q (88930.510000 sec): 3 clusters
  Score: Raw -1230387.085698 + Penalty 3004.572484 = -1227382.513214
  nChanged 61
		SP:Iteration 37Q (88930.690000 sec): 3 clusters
  Score: Raw -1230417.164968 + Penalty 3004.572484 = -1227412.592484
  nChanged 54
		SP:Iteration 38Q (88930.820000 sec): 3 clusters
  Score: Raw -1230442.888021 + Penalty 3004.572484 = -1227438.315537
  nChanged 43
		SP:Iteration 39Q (88931.070000 sec): 3 clusters
  Score: Raw -1230468.160828 + Penalty 3004.572484 = -1227463.588344
  nChanged 47
		SP:Iteration 40F (88931.340000 sec): 3 clusters
  Score: Raw -1230490.615812 + Penalty 3004.572484 = -1227486.043328
  nChanged 35
		SP:Iteration 41Q (88931.600000 sec): 3 clusters
  Score: Raw -1230508.450978 + Penalty 3004.572484 = -1227503.878494
  nChanged 34
		SP:Iteration 42Q (88931.830000 sec): 3 clusters
  Score: Raw -1230525.975130 + Penalty 3004.572484 = -1227521.402646
  nChanged 29
		SP:Iteration 43Q (88932.100000 sec): 3 clusters
  Score: Raw -1230544.744180 + Penalty 3004.572484 = -1227540.171696
  nChanged 18
		SP:Iteration 44Q (88932.280000 sec): 3 clusters
  Score: Raw -1230552.532062 + Penalty 3004.572484 = -1227547.959578
  nChanged 11
		SP:Iteration 45Q (88932.460000 sec): 3 clusters
  Score: Raw -1230558.218517 + Penalty 3004.572484 = -1227553.646033
  nChanged 15
		SP:Iteration 46Q (88932.640000 sec): 3 clusters
  Score: Raw -1230566.373947 + Penalty 3004.572484 = -1227561.801463
  nChanged 12
		SP:Iteration 47Q (88932.910000 sec): 3 clusters
  Score: Raw -1230572.963312 + Penalty 3004.572484 = -1227568.390828
  nChanged 10
		SP:Iteration 48Q (88933.090000 sec): 3 clusters
  Score: Raw -1230577.856577 + Penalty 3004.572484 = -1227573.284093
  nChanged 12
		SP:Iteration 49Q (88933.330000 sec): 3 clusters
  Score: Raw -1230583.485742 + Penalty 3004.572484 = -1227578.913258
  nChanged 10
		SP:Iteration 50Q (88933.460000 sec): 3 clusters
  Score: Raw -1230589.794069 + Penalty 3004.572484 = -1227585.221585
  nChanged 8
		SP:Iteration 51Q (88933.590000 sec): 3 clusters
  Score: Raw -1230595.081033 + Penalty 3004.572484 = -1227590.508549
  nChanged 9
		SP:Iteration 52Q (88933.840000 sec): 3 clusters
  Score: Raw -1230600.307876 + Penalty 3004.572484 = -1227595.735392
  nChanged 12
		SP:Iteration 53Q (88934.060000 sec): 3 clusters
  Score: Raw -1230606.332514 + Penalty 3004.572484 = -1227601.760030
  nChanged 15
		SP:Iteration 54Q (88934.280000 sec): 3 clusters
  Score: Raw -1230616.198992 + Penalty 3004.572484 = -1227611.626508
  nChanged 8
		SP:Iteration 55Q (88934.540000 sec): 3 clusters
  Score: Raw -1230619.544936 + Penalty 3004.572484 = -1227614.972452
  nChanged 8
		SP:Iteration 56Q (88934.810000 sec): 3 clusters
  Score: Raw -1230622.798997 + Penalty 3004.572484 = -1227618.226513
  nChanged 2
		SP:Iteration 57Q (88935.070000 sec): 3 clusters
  Score: Raw -1230623.400507 + Penalty 3004.572484 = -1227618.828023
  nChanged 1
		SP:Iteration 58Q (88935.250000 sec): 3 clusters
  Score: Raw -1230623.682112 + Penalty 3004.572484 = -1227619.109628
  nChanged 0
		SP:Iteration 59F (88935.390000 sec): 3 clusters
  Score: Raw -1230623.682112 + Penalty 3004.572484 = -1227619.109628
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 8 (12112 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (88935.550000 sec): 2 clusters
  Score: Raw -1463458.674061 + Penalty 1527.817196 = -1461930.856865
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (88935.790000 sec): 3 clusters
  Score: Raw -1456463.891666 + Penalty 3055.634392 = -1453408.257274
  nChanged 5342
		SP:Iteration 1F (88936.000000 sec): 3 clusters
  Score: Raw -1459485.629860 + Penalty 3055.634392 = -1456429.995468
  nChanged 779
		SP:Iteration 2F (88936.200000 sec): 3 clusters
  Score: Raw -1459905.498886 + Penalty 3055.634392 = -1456849.864494
  nChanged 786
		SP:Iteration 3F (88936.400000 sec): 3 clusters
  Score: Raw -1460361.631696 + Penalty 3055.634392 = -1457305.997304
  nChanged 728
		SP:Iteration 4F (88936.610000 sec): 3 clusters
  Score: Raw -1460782.077822 + Penalty 3055.634392 = -1457726.443430
  nChanged 701
		SP:Iteration 5F (88936.820000 sec): 3 clusters
  Score: Raw -1461236.914745 + Penalty 3055.634392 = -1458181.280353
  nChanged 663
		SP:Iteration 6F (88937.030000 sec): 3 clusters
  Score: Raw -1461662.595232 + Penalty 3055.634392 = -1458606.960840
  nChanged 613
		SP:Iteration 7F (88937.320000 sec): 3 clusters
  Score: Raw -1462043.033090 + Penalty 3055.634392 = -1458987.398698
  nChanged 527
		SP:Iteration 8Q (88937.490000 sec): 3 clusters
  Score: Raw -1462362.282107 + Penalty 3055.634392 = -1459306.647715
  nChanged 453
		SP:Iteration 9Q (88937.760000 sec): 3 clusters
  Score: Raw -1462628.134454 + Penalty 3055.634392 = -1459572.500062
  nChanged 368
		SP:Iteration 10Q (88937.980000 sec): 3 clusters
  Score: Raw -1462806.321327 + Penalty 3055.634392 = -1459750.686934
  nChanged 312
		SP:Iteration 11Q (88938.180000 sec): 3 clusters
  Score: Raw -1462950.233136 + Penalty 3055.634392 = -1459894.598744
  nChanged 254
		SP:Iteration 12Q (88938.430000 sec): 3 clusters
  Score: Raw -1463049.923339 + Penalty 3055.634392 = -1459994.288947
  nChanged 205
		SP:Iteration 13Q (88938.680000 sec): 3 clusters
  Score: Raw -1463114.404046 + Penalty 3055.634392 = -1460058.769653
  nChanged 153
		SP:Iteration 14Q (88938.930000 sec): 3 clusters
  Score: Raw -1463155.620375 + Penalty 3055.634392 = -1460099.985983
  nChanged 113
		SP:Iteration 15Q (88939.140000 sec): 3 clusters
  Score: Raw -1463180.757345 + Penalty 3055.634392 = -1460125.122953
  nChanged 85
		SP:Iteration 16Q (88939.380000 sec): 3 clusters
  Score: Raw -1463195.830421 + Penalty 3055.634392 = -1460140.196029
  nChanged 64
		SP:Iteration 17Q (88939.630000 sec): 3 clusters
  Score: Raw -1463207.316106 + Penalty 3055.634392 = -1460151.681714
  nChanged 53
		SP:Iteration 18Q (88939.880000 sec): 3 clusters
  Score: Raw -1463218.358805 + Penalty 3055.634392 = -1460162.724413
  nChanged 45
		SP:Iteration 19Q (88940.130000 sec): 3 clusters
  Score: Raw -1463224.765978 + Penalty 3055.634392 = -1460169.131586
  nChanged 28
		SP:Iteration 20F (88940.420000 sec): 3 clusters
  Score: Raw -1463227.610225 + Penalty 3055.634392 = -1460171.975833
  nChanged 18
		SP:Iteration 21Q (88940.600000 sec): 3 clusters
  Score: Raw -1463229.605757 + Penalty 3055.634392 = -1460173.971364
  nChanged 10
		SP:Iteration 22Q (88940.900000 sec): 3 clusters
  Score: Raw -1463230.244611 + Penalty 3055.634392 = -1460174.610219
  nChanged 6
		SP:Iteration 23Q (88941.110000 sec): 3 clusters
  Score: Raw -1463230.592431 + Penalty 3055.634392 = -1460174.958039
  nChanged 2
		SP:Iteration 24Q (88941.360000 sec): 3 clusters
  Score: Raw -1463230.747817 + Penalty 3055.634392 = -1460175.113424
  nChanged 0
		SP:Iteration 25F (88941.510000 sec): 3 clusters
  Score: Raw -1463230.747817 + Penalty 3055.634392 = -1460175.113424
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 9 (531 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (88941.590000 sec): 2 clusters
  Score: Raw -58420.657641 + Penalty 1019.648828 = -57401.008812
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (88941.770000 sec): 3 clusters
  Score: Raw -58385.890319 + Penalty 2039.297657 = -56346.592662
  nChanged 135
		SP:Iteration 1F (88941.940000 sec): 3 clusters
  Score: Raw -58648.505754 + Penalty 2039.297657 = -56609.208097
  nChanged 59
		SP:Iteration 2F (88942.120000 sec): 3 clusters
  Score: Raw -58806.899486 + Penalty 2039.297657 = -56767.601829
  nChanged 30
		SP:Iteration 3F (88942.300000 sec): 3 clusters
  Score: Raw -58914.935092 + Penalty 2039.297657 = -56875.637435
  nChanged 27
		SP:Iteration 4F (88942.470000 sec): 3 clusters
  Score: Raw -58997.365118 + Penalty 2039.297657 = -56958.067461
  nChanged 23
		SP:Iteration 5Q (88942.650000 sec): 3 clusters
  Score: Raw -59079.430530 + Penalty 2039.297657 = -57040.132873
  nChanged 17
		SP:Iteration 6Q (88942.820000 sec): 3 clusters
  Score: Raw -59117.375667 + Penalty 2039.297657 = -57078.078010
  nChanged 10
		SP:Iteration 7Q (88943.000000 sec): 3 clusters
  Score: Raw -59138.641835 + Penalty 2039.297657 = -57099.344178
  nChanged 7
		SP:Iteration 8Q (88943.170000 sec): 3 clusters
  Score: Raw -59151.338227 + Penalty 2039.297657 = -57112.040571
  nChanged 6
		SP:Iteration 9Q (88943.350000 sec): 3 clusters
  Score: Raw -59157.950971 + Penalty 2039.297657 = -57118.653314
  nChanged 5
		SP:Iteration 10Q (88943.530000 sec): 3 clusters
  Score: Raw -59165.033183 + Penalty 2039.297657 = -57125.735526
  nChanged 3
		SP:Iteration 11Q (88943.700000 sec): 3 clusters
  Score: Raw -59168.364039 + Penalty 2039.297657 = -57129.066382
  nChanged 0
		SP:Iteration 12F (88943.880000 sec): 3 clusters
  Score: Raw -59168.364039 + Penalty 2039.297657 = -57129.066382
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 10 (8368 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (88943.980000 sec): 2 clusters
  Score: Raw -953930.126985 + Penalty 1467.727655 = -952462.399329
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (88944.200000 sec): 3 clusters
  Score: Raw -949337.252349 + Penalty 2935.455311 = -946401.797039
  nChanged 3621
		SP:Iteration 1F (88944.400000 sec): 3 clusters
  Score: Raw -951488.178148 + Penalty 2935.455311 = -948552.722838
  nChanged 630
		SP:Iteration 2F (88944.590000 sec): 3 clusters
  Score: Raw -951924.461210 + Penalty 2935.455311 = -948989.005899
  nChanged 623
		SP:Iteration 3F (88944.780000 sec): 3 clusters
  Score: Raw -952373.422255 + Penalty 2935.455311 = -949437.966944
  nChanged 571
		SP:Iteration 4F (88944.980000 sec): 3 clusters
  Score: Raw -952800.121324 + Penalty 2935.455311 = -949864.666013
  nChanged 520
		SP:Iteration 5F (88945.180000 sec): 3 clusters
  Score: Raw -953220.242241 + Penalty 2935.455311 = -950284.786930
  nChanged 454
		SP:Iteration 6F (88945.370000 sec): 3 clusters
  Score: Raw -953579.234242 + Penalty 2935.455311 = -950643.778931
  nChanged 339
		SP:Iteration 7Q (88945.570000 sec): 3 clusters
  Score: Raw -953834.969426 + Penalty 2935.455311 = -950899.514115
  nChanged 266
		SP:Iteration 8Q (88945.760000 sec): 3 clusters
  Score: Raw -954036.169816 + Penalty 2935.455311 = -951100.714505
  nChanged 211
		SP:Iteration 9Q (88945.950000 sec): 3 clusters
  Score: Raw -954177.909633 + Penalty 2935.455311 = -951242.454322
  nChanged 155
		SP:Iteration 10Q (88946.150000 sec): 3 clusters
  Score: Raw -954281.902649 + Penalty 2935.455311 = -951346.447338
  nChanged 120
		SP:Iteration 11Q (88946.340000 sec): 3 clusters
  Score: Raw -954366.540420 + Penalty 2935.455311 = -951431.085110
  nChanged 106
		SP:Iteration 12Q (88946.540000 sec): 3 clusters
  Score: Raw -954436.462824 + Penalty 2935.455311 = -951501.007514
  nChanged 87
		SP:Iteration 13Q (88946.740000 sec): 3 clusters
  Score: Raw -954488.158376 + Penalty 2935.455311 = -951552.703066
  nChanged 63
		SP:Iteration 14Q (88946.930000 sec): 3 clusters
  Score: Raw -954529.004226 + Penalty 2935.455311 = -951593.548915
  nChanged 47
		SP:Iteration 15Q (88947.120000 sec): 3 clusters
  Score: Raw -954562.578632 + Penalty 2935.455311 = -951627.123322
  nChanged 34
		SP:Iteration 16Q (88947.320000 sec): 3 clusters
  Score: Raw -954584.824088 + Penalty 2935.455311 = -951649.368777
  nChanged 21
		SP:Iteration 17Q (88947.510000 sec): 3 clusters
  Score: Raw -954594.667880 + Penalty 2935.455311 = -951659.212570
  nChanged 18
		SP:Iteration 18Q (88947.700000 sec): 3 clusters
  Score: Raw -954605.841002 + Penalty 2935.455311 = -951670.385691
  nChanged 12
		SP:Iteration 19Q (88947.900000 sec): 3 clusters
  Score: Raw -954612.436380 + Penalty 2935.455311 = -951676.981069
  nChanged 5
		SP:Iteration 20F (88948.090000 sec): 3 clusters
  Score: Raw -954614.720877 + Penalty 2935.455311 = -951679.265566
  nChanged 1
		SP:Iteration 21Q (88948.290000 sec): 3 clusters
  Score: Raw -954615.599669 + Penalty 2935.455311 = -951680.144358
  nChanged 1
		SP:Iteration 22Q (88948.480000 sec): 3 clusters
  Score: Raw -954616.478292 + Penalty 2935.455311 = -951681.022982
  nChanged 3
		SP:Iteration 23Q (88948.720000 sec): 3 clusters
  Score: Raw -954617.147852 + Penalty 2935.455311 = -951681.692541
  nChanged 1
		SP:Iteration 24Q (88948.920000 sec): 3 clusters
  Score: Raw -954617.332007 + Penalty 2935.455311 = -951681.876696
  nChanged 0
		SP:Iteration 25F (88949.110000 sec): 3 clusters
  Score: Raw -954617.332007 + Penalty 2935.455311 = -951681.876696
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 11 (896 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (88949.180000 sec): 2 clusters
  Score: Raw -103564.927966 + Penalty 1104.665317 = -102460.262649
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (88949.360000 sec): 3 clusters
  Score: Raw -103356.230611 + Penalty 2209.330634 = -101146.899977
  nChanged 279
		SP:Iteration 1F (88949.540000 sec): 3 clusters
  Score: Raw -103587.036915 + Penalty 2209.330634 = -101377.706281
  nChanged 69
		SP:Iteration 2F (88949.640000 sec): 3 clusters
  Score: Raw -103658.677178 + Penalty 2209.330634 = -101449.346544
  nChanged 42
		SP:Iteration 3Q (88949.660000 sec): 3 clusters
  Score: Raw -103698.310333 + Penalty 2209.330634 = -101488.979699
  nChanged 26
		SP:Iteration 4Q (88949.680000 sec): 3 clusters
  Score: Raw -103731.624235 + Penalty 2209.330634 = -101522.293601
  nChanged 26
		SP:Iteration 5Q (88949.700000 sec): 3 clusters
  Score: Raw -103769.460333 + Penalty 2209.330634 = -101560.129699
  nChanged 20
		SP:Iteration 6Q (88949.730000 sec): 3 clusters
  Score: Raw -103794.848335 + Penalty 2209.330634 = -101585.517701
  nChanged 16
		SP:Iteration 7Q (88949.750000 sec): 3 clusters
  Score: Raw -103817.765519 + Penalty 2209.330634 = -101608.434885
  nChanged 21
		SP:Iteration 8Q (88949.780000 sec): 3 clusters
  Score: Raw -103850.473772 + Penalty 2209.330634 = -101641.143138
  nChanged 20
		SP:Iteration 9Q (88949.800000 sec): 3 clusters
  Score: Raw -103890.109904 + Penalty 2209.330634 = -101680.779270
  nChanged 17
		SP:Iteration 10Q (88949.820000 sec): 3 clusters
  Score: Raw -103923.133244 + Penalty 2209.330634 = -101713.802609
  nChanged 17
		SP:Iteration 11Q (88949.840000 sec): 3 clusters
  Score: Raw -103949.476454 + Penalty 2209.330634 = -101740.145820
  nChanged 21
		SP:Iteration 12Q (88949.870000 sec): 3 clusters
  Score: Raw -103978.287243 + Penalty 2209.330634 = -101768.956609
  nChanged 23
		SP:Iteration 13Q (88949.890000 sec): 3 clusters
  Score: Raw -104007.689427 + Penalty 2209.330634 = -101798.358793
  nChanged 23
		SP:Iteration 14Q (88949.920000 sec): 3 clusters
  Score: Raw -104034.554890 + Penalty 2209.330634 = -101825.224256
  nChanged 21
		SP:Iteration 15Q (88949.940000 sec): 3 clusters
  Score: Raw -104066.572748 + Penalty 2209.330634 = -101857.242113
  nChanged 22
		SP:Iteration 16Q (88949.960000 sec): 3 clusters
  Score: Raw -104099.256860 + Penalty 2209.330634 = -101889.926226
  nChanged 19
		SP:Iteration 17Q (88949.990000 sec): 3 clusters
  Score: Raw -104127.740278 + Penalty 2209.330634 = -101918.409644
  nChanged 17
		SP:Iteration 18Q (88950.010000 sec): 3 clusters
  Score: Raw -104146.164431 + Penalty 2209.330634 = -101936.833797
  nChanged 11
		SP:Iteration 19Q (88950.040000 sec): 3 clusters
  Score: Raw -104158.154893 + Penalty 2209.330634 = -101948.824259
  nChanged 7
		SP:Iteration 20F (88950.060000 sec): 3 clusters
  Score: Raw -104168.765604 + Penalty 2209.330634 = -101959.434970
  nChanged 6
		SP:Iteration 21Q (88950.080000 sec): 3 clusters
  Score: Raw -104173.319211 + Penalty 2209.330634 = -101963.988576
  nChanged 4
		SP:Iteration 22Q (88950.110000 sec): 3 clusters
  Score: Raw -104177.195470 + Penalty 2209.330634 = -101967.864836
  nChanged 2
		SP:Iteration 23Q (88950.130000 sec): 3 clusters
  Score: Raw -104180.293431 + Penalty 2209.330634 = -101970.962796
  nChanged 1
		SP:Iteration 24Q (88950.160000 sec): 3 clusters
  Score: Raw -104181.940354 + Penalty 2209.330634 = -101972.609720
  nChanged 2
		SP:Iteration 25Q (88950.180000 sec): 3 clusters
  Score: Raw -104184.074945 + Penalty 2209.330634 = -101974.744311
  nChanged 1
		SP:Iteration 26Q (88950.200000 sec): 3 clusters
  Score: Raw -104185.049427 + Penalty 2209.330634 = -101975.718793
  nChanged 0
		SP:Iteration 27F (88950.230000 sec): 3 clusters
  Score: Raw -104185.049427 + Penalty 2209.330634 = -101975.718793
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 12 (502 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (88950.260000 sec): 2 clusters
  Score: Raw -60916.023429 + Penalty 1010.522519 = -59905.500909
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (88950.280000 sec): 3 clusters
  Score: Raw -60836.164397 + Penalty 2021.045039 = -58815.119359
  nChanged 102
		SP:Iteration 1F (88950.300000 sec): 3 clusters
  Score: Raw -60986.417476 + Penalty 2021.045039 = -58965.372437
  nChanged 33
		SP:Iteration 2F (88950.310000 sec): 3 clusters
  Score: Raw -61036.058483 + Penalty 2021.045039 = -59015.013444
  nChanged 17
		SP:Iteration 3Q (88950.330000 sec): 3 clusters
  Score: Raw -61059.327885 + Penalty 2021.045039 = -59038.282846
  nChanged 7
		SP:Iteration 4Q (88950.340000 sec): 3 clusters
  Score: Raw -61074.518937 + Penalty 2021.045039 = -59053.473899
  nChanged 9
		SP:Iteration 5Q (88950.360000 sec): 3 clusters
  Score: Raw -61088.001393 + Penalty 2021.045039 = -59066.956354
  nChanged 3
		SP:Iteration 6Q (88950.370000 sec): 3 clusters
  Score: Raw -61092.604754 + Penalty 2021.045039 = -59071.559715
  nChanged 0
		SP:Iteration 7F (88950.390000 sec): 3 clusters
  Score: Raw -61092.604754 + Penalty 2021.045039 = -59071.559715
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 13 (553 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (88950.420000 sec): 2 clusters
  Score: Raw -67829.573166 + Penalty 1026.245675 = -66803.327491
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (88950.440000 sec): 3 clusters
  Score: Raw -67756.462258 + Penalty 2052.491350 = -65703.970908
  nChanged 148
		SP:Iteration 1F (88950.460000 sec): 3 clusters
  Score: Raw -67955.675360 + Penalty 2052.491350 = -65903.184009
  nChanged 37
		SP:Iteration 2F (88950.470000 sec): 3 clusters
  Score: Raw -68008.344389 + Penalty 2052.491350 = -65955.853039
  nChanged 17
		SP:Iteration 3Q (88950.490000 sec): 3 clusters
  Score: Raw -68033.584457 + Penalty 2052.491350 = -65981.093106
  nChanged 6
		SP:Iteration 4Q (88950.500000 sec): 3 clusters
  Score: Raw -68043.967386 + Penalty 2052.491350 = -65991.476035
  nChanged 4
		SP:Iteration 5Q (88950.520000 sec): 3 clusters
  Score: Raw -68050.742340 + Penalty 2052.491350 = -65998.250990
  nChanged 5
		SP:Iteration 6Q (88950.540000 sec): 3 clusters
  Score: Raw -68057.026534 + Penalty 2052.491350 = -66004.535184
  nChanged 3
		SP:Iteration 7Q (88950.550000 sec): 3 clusters
  Score: Raw -68062.337370 + Penalty 2052.491350 = -66009.846019
  nChanged 5
		SP:Iteration 8Q (88950.570000 sec): 3 clusters
  Score: Raw -68068.297291 + Penalty 2052.491350 = -66015.805941
  nChanged 4
		SP:Iteration 9Q (88950.580000 sec): 3 clusters
  Score: Raw -68071.699557 + Penalty 2052.491350 = -66019.208206
  nChanged 3
		SP:Iteration 10Q (88950.600000 sec): 3 clusters
  Score: Raw -68074.576429 + Penalty 2052.491350 = -66022.085078
  nChanged 1
		SP:Iteration 11Q (88950.610000 sec): 3 clusters
  Score: Raw -68077.377178 + Penalty 2052.491350 = -66024.885827
  nChanged 2
		SP:Iteration 12Q (88950.620000 sec): 3 clusters
  Score: Raw -68084.563699 + Penalty 2052.491350 = -66032.072348
  nChanged 4
		SP:Iteration 13Q (88950.640000 sec): 3 clusters
  Score: Raw -68093.691189 + Penalty 2052.491350 = -66041.199838
  nChanged 1
		SP:Iteration 14Q (88950.660000 sec): 3 clusters
  Score: Raw -68094.436599 + Penalty 2052.491350 = -66041.945249
  nChanged 0
		SP:Iteration 15F (88950.670000 sec): 3 clusters
  Score: Raw -68094.436599 + Penalty 2052.491350 = -66041.945249
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 14 (322 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (88950.700000 sec): 2 clusters
  Score: Raw -34931.345931 + Penalty 938.364626 = -33992.981305
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (88950.710000 sec): 3 clusters
  Score: Raw -35017.957647 + Penalty 1876.729252 = -33141.228395
  nChanged 70
		SP:Iteration 1F (88950.720000 sec): 3 clusters
  Score: Raw -35225.191589 + Penalty 1876.729252 = -33348.462336
  nChanged 29
		SP:Iteration 2F (88950.730000 sec): 3 clusters
  Score: Raw -35347.335672 + Penalty 1876.729252 = -33470.606419
  nChanged 13
		SP:Iteration 3Q (88950.740000 sec): 3 clusters
  Score: Raw -35392.722784 + Penalty 1876.729252 = -33515.993532
  nChanged 9
		SP:Iteration 4Q (88950.740000 sec): 3 clusters
  Score: Raw -35445.857337 + Penalty 1876.729252 = -33569.128085
  nChanged 3
		SP:Iteration 5Q (88950.750000 sec): 3 clusters
  Score: Raw -35452.057624 + Penalty 1876.729252 = -33575.328371
  nChanged 2
		SP:Iteration 6Q (88950.760000 sec): 3 clusters
  Score: Raw -35453.159309 + Penalty 1876.729252 = -33576.430057
  nChanged 0
		SP:Iteration 7F (88950.770000 sec): 3 clusters
  Score: Raw -35453.159309 + Penalty 1876.729252 = -33576.430057
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 15 (5277 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (88950.870000 sec): 2 clusters
  Score: Raw -640196.347959 + Penalty 1392.805868 = -638803.542091
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (88951.040000 sec): 3 clusters
  Score: Raw -637376.620399 + Penalty 2785.611736 = -634591.008663
  nChanged 2172
		SP:Iteration 1F (88951.220000 sec): 3 clusters
  Score: Raw -638569.247127 + Penalty 2785.611736 = -635783.635391
  nChanged 407
		SP:Iteration 2F (88951.390000 sec): 3 clusters
  Score: Raw -638837.151665 + Penalty 2785.611736 = -636051.539930
  nChanged 366
		SP:Iteration 3F (88951.560000 sec): 3 clusters
  Score: Raw -639106.026756 + Penalty 2785.611736 = -636320.415020
  nChanged 344
		SP:Iteration 4F (88951.740000 sec): 3 clusters
  Score: Raw -639400.950872 + Penalty 2785.611736 = -636615.339136
  nChanged 343
		SP:Iteration 5F (88951.910000 sec): 3 clusters
  Score: Raw -639707.116243 + Penalty 2785.611736 = -636921.504507
  nChanged 316
		SP:Iteration 6F (88952.080000 sec): 3 clusters
  Score: Raw -639994.004896 + Penalty 2785.611736 = -637208.393160
  nChanged 271
		SP:Iteration 7F (88952.300000 sec): 3 clusters
  Score: Raw -640179.234068 + Penalty 2785.611736 = -637393.622333
  nChanged 210
		SP:Iteration 8Q (88952.470000 sec): 3 clusters
  Score: Raw -640318.071926 + Penalty 2785.611736 = -637532.460190
  nChanged 160
		SP:Iteration 9Q (88952.640000 sec): 3 clusters
  Score: Raw -640414.764139 + Penalty 2785.611736 = -637629.152403
  nChanged 126
		SP:Iteration 10Q (88952.820000 sec): 3 clusters
  Score: Raw -640501.379049 + Penalty 2785.611736 = -637715.767313
  nChanged 120
		SP:Iteration 11Q (88952.990000 sec): 3 clusters
  Score: Raw -640578.537384 + Penalty 2785.611736 = -637792.925648
  nChanged 110
		SP:Iteration 12Q (88953.160000 sec): 3 clusters
  Score: Raw -640641.923610 + Penalty 2785.611736 = -637856.311874
  nChanged 88
		SP:Iteration 13Q (88953.270000 sec): 3 clusters
  Score: Raw -640685.021390 + Penalty 2785.611736 = -637899.409654
  nChanged 80
		SP:Iteration 14Q (88953.360000 sec): 3 clusters
  Score: Raw -640724.207682 + Penalty 2785.611736 = -637938.595946
  nChanged 73
		SP:Iteration 15Q (88953.560000 sec): 3 clusters
  Score: Raw -640759.335570 + Penalty 2785.611736 = -637973.723834
  nChanged 76
		SP:Iteration 16Q (88953.730000 sec): 3 clusters
  Score: Raw -640798.177697 + Penalty 2785.611736 = -638012.565961
  nChanged 78
		SP:Iteration 17Q (88953.910000 sec): 3 clusters
  Score: Raw -640836.865005 + Penalty 2785.611736 = -638051.253269
  nChanged 67
		SP:Iteration 18Q (88954.080000 sec): 3 clusters
  Score: Raw -640869.596022 + Penalty 2785.611736 = -638083.984286
  nChanged 64
		SP:Iteration 19Q (88954.260000 sec): 3 clusters
  Score: Raw -640893.007970 + Penalty 2785.611736 = -638107.396234
  nChanged 52
		SP:Iteration 20F (88954.430000 sec): 3 clusters
  Score: Raw -640911.365677 + Penalty 2785.611736 = -638125.753942
  nChanged 37
		SP:Iteration 21Q (88954.600000 sec): 3 clusters
  Score: Raw -640925.478217 + Penalty 2785.611736 = -638139.866482
  nChanged 45
		SP:Iteration 22Q (88954.780000 sec): 3 clusters
  Score: Raw -640940.989687 + Penalty 2785.611736 = -638155.377952
  nChanged 40
		SP:Iteration 23Q (88954.950000 sec): 3 clusters
  Score: Raw -640952.475714 + Penalty 2785.611736 = -638166.863978
  nChanged 38
		SP:Iteration 24Q (88955.120000 sec): 3 clusters
  Score: Raw -640961.872563 + Penalty 2785.611736 = -638176.260827
  nChanged 28
		SP:Iteration 25Q (88955.300000 sec): 3 clusters
  Score: Raw -640968.140436 + Penalty 2785.611736 = -638182.528700
  nChanged 27
		SP:Iteration 26Q (88955.470000 sec): 3 clusters
  Score: Raw -640975.250674 + Penalty 2785.611736 = -638189.638938
  nChanged 28
		SP:Iteration 27Q (88955.640000 sec): 3 clusters
  Score: Raw -640982.746220 + Penalty 2785.611736 = -638197.134484
  nChanged 21
		SP:Iteration 28Q (88955.820000 sec): 3 clusters
  Score: Raw -640986.993910 + Penalty 2785.611736 = -638201.382175
  nChanged 14
		SP:Iteration 29Q (88955.990000 sec): 3 clusters
  Score: Raw -640990.008710 + Penalty 2785.611736 = -638204.396975
  nChanged 17
		SP:Iteration 30Q (88956.160000 sec): 3 clusters
  Score: Raw -640993.870252 + Penalty 2785.611736 = -638208.258517
  nChanged 21
		SP:Iteration 31Q (88956.340000 sec): 3 clusters
  Score: Raw -640999.471623 + Penalty 2785.611736 = -638213.859887
  nChanged 17
		SP:Iteration 32Q (88956.510000 sec): 3 clusters
  Score: Raw -641004.613648 + Penalty 2785.611736 = -638219.001912
  nChanged 18
		SP:Iteration 33Q (88956.680000 sec): 3 clusters
  Score: Raw -641009.188046 + Penalty 2785.611736 = -638223.576310
  nChanged 11
		SP:Iteration 34Q (88956.860000 sec): 3 clusters
  Score: Raw -641012.085873 + Penalty 2785.611736 = -638226.474137
  nChanged 14
		SP:Iteration 35Q (88957.030000 sec): 3 clusters
  Score: Raw -641015.376921 + Penalty 2785.611736 = -638229.765185
  nChanged 12
		SP:Iteration 36Q (88957.200000 sec): 3 clusters
  Score: Raw -641017.983446 + Penalty 2785.611736 = -638232.371710
  nChanged 11
		SP:Iteration 37Q (88957.380000 sec): 3 clusters
  Score: Raw -641020.243976 + Penalty 2785.611736 = -638234.632240
  nChanged 11
		SP:Iteration 38Q (88957.550000 sec): 3 clusters
  Score: Raw -641022.472102 + Penalty 2785.611736 = -638236.860367
  nChanged 8
		SP:Iteration 39Q (88957.720000 sec): 3 clusters
  Score: Raw -641024.026462 + Penalty 2785.611736 = -638238.414726
  nChanged 7
		SP:Iteration 40F (88957.900000 sec): 3 clusters
  Score: Raw -641025.357672 + Penalty 2785.611736 = -638239.745936
  nChanged 3
		SP:Iteration 41Q (88958.070000 sec): 3 clusters
  Score: Raw -641026.003900 + Penalty 2785.611736 = -638240.392164
  nChanged 5
		SP:Iteration 42Q (88958.250000 sec): 3 clusters
  Score: Raw -641027.000092 + Penalty 2785.611736 = -638241.388356
  nChanged 2
		SP:Iteration 43Q (88958.420000 sec): 3 clusters
  Score: Raw -641027.608362 + Penalty 2785.611736 = -638241.996626
  nChanged 5
		SP:Iteration 44Q (88958.590000 sec): 3 clusters
  Score: Raw -641028.649539 + Penalty 2785.611736 = -638243.037803
  nChanged 9
		SP:Iteration 45Q (88958.770000 sec): 3 clusters
  Score: Raw -641030.508443 + Penalty 2785.611736 = -638244.896707
  nChanged 11
		SP:Iteration 46Q (88958.940000 sec): 3 clusters
  Score: Raw -641032.152627 + Penalty 2785.611736 = -638246.540891
  nChanged 6
		SP:Iteration 47Q (88959.160000 sec): 3 clusters
  Score: Raw -641033.238004 + Penalty 2785.611736 = -638247.626268
  nChanged 4
		SP:Iteration 48Q (88959.340000 sec): 3 clusters
  Score: Raw -641034.432558 + Penalty 2785.611736 = -638248.820822
  nChanged 3
		SP:Iteration 49Q (88959.470000 sec): 3 clusters
  Score: Raw -641035.311560 + Penalty 2785.611736 = -638249.699824
  nChanged 5
		SP:Iteration 50Q (88959.640000 sec): 3 clusters
  Score: Raw -641036.766826 + Penalty 2785.611736 = -638251.155090
  nChanged 6
		SP:Iteration 51Q (88959.820000 sec): 3 clusters
  Score: Raw -641037.986365 + Penalty 2785.611736 = -638252.374629
  nChanged 4
		SP:Iteration 52Q (88959.990000 sec): 3 clusters
  Score: Raw -641039.021133 + Penalty 2785.611736 = -638253.409397
  nChanged 5
		SP:Iteration 53Q (88960.160000 sec): 3 clusters
  Score: Raw -641040.463834 + Penalty 2785.611736 = -638254.852099
  nChanged 7
		SP:Iteration 54Q (88960.340000 sec): 3 clusters
  Score: Raw -641042.009207 + Penalty 2785.611736 = -638256.397471
  nChanged 3
		SP:Iteration 55Q (88960.510000 sec): 3 clusters
  Score: Raw -641042.670274 + Penalty 2785.611736 = -638257.058539
  nChanged 2
		SP:Iteration 56Q (88960.680000 sec): 3 clusters
  Score: Raw -641042.927434 + Penalty 2785.611736 = -638257.315698
  nChanged 1
		SP:Iteration 57Q (88960.860000 sec): 3 clusters
  Score: Raw -641043.237155 + Penalty 2785.611736 = -638257.625419
  nChanged 0
		SP:Iteration 58F (88961.030000 sec): 3 clusters
  Score: Raw -641043.237155 + Penalty 2785.611736 = -638257.625419
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 16 (348581 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (88962.780000 sec): 2 clusters
  Score: Raw -42761231.712649 + Penalty 2073.764210 = -42759157.948439
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (88965.530000 sec): 3 clusters
  Score: Raw -42527934.548141 + Penalty 4147.528420 = -42523787.019721
  nChanged 170214
		SP:Iteration 1F (88968.250000 sec): 3 clusters
  Score: Raw -42631244.737832 + Penalty 4147.528420 = -42627097.209413
  nChanged 9973
		SP:Iteration 2Q (88971.050000 sec): 3 clusters
  Score: Raw -42633594.211774 + Penalty 4147.528420 = -42629446.683354
  nChanged 12492
		SP:Iteration 3Q (88974.010000 sec): 3 clusters
  Score: Raw -42637531.325349 + Penalty 4147.528420 = -42633383.796929
  nChanged 16761
		SP:Iteration 4Q (88977.010000 sec): 3 clusters
  Score: Raw -42644877.488678 + Penalty 4147.528420 = -42640729.960258
  nChanged 22725
		SP:Iteration 5F (88979.840000 sec): 3 clusters
  Score: Raw -42658534.628379 + Penalty 4147.528420 = -42654387.099959
  nChanged 28539
		SP:Iteration 6F (88982.450000 sec): 3 clusters
  Score: Raw -42680611.379566 + Penalty 4147.528420 = -42676463.851146
  nChanged 30670
		SP:Iteration 7F (88985.230000 sec): 3 clusters
  Score: Raw -42708216.957230 + Penalty 4147.528420 = -42704069.428810
  nChanged 25717
		SP:Iteration 8F (88988.050000 sec): 3 clusters
  Score: Raw -42732542.961727 + Penalty 4147.528420 = -42728395.433307
  nChanged 16576
		SP:Iteration 9Q (88991.040000 sec): 3 clusters
  Score: Raw -42748131.120600 + Penalty 4147.528420 = -42743983.592180
  nChanged 8815
		SP:Iteration 10Q (88993.920000 sec): 3 clusters
  Score: Raw -42756292.279856 + Penalty 4147.528420 = -42752144.751436
  nChanged 3788
		SP:Iteration 11Q (88996.590000 sec): 3 clusters
  Score: Raw -42759618.099650 + Penalty 4147.528420 = -42755470.571230
  nChanged 1442
		SP:Iteration 12Q (88999.110000 sec): 3 clusters
  Score: Raw -42760839.414557 + Penalty 4147.528420 = -42756691.886138
  nChanged 531
		SP:Iteration 13Q (89001.640000 sec): 3 clusters
  Score: Raw -42761279.611241 + Penalty 4147.528420 = -42757132.082821
  nChanged 227
		SP:Iteration 14Q (89004.120000 sec): 3 clusters
  Score: Raw -42761446.931884 + Penalty 4147.528420 = -42757299.403464
  nChanged 136
		SP:Iteration 15Q (89006.650000 sec): 3 clusters
  Score: Raw -42761545.233045 + Penalty 4147.528420 = -42757397.704625
  nChanged 97
		SP:Iteration 16Q (89009.150000 sec): 3 clusters
  Score: Raw -42761608.192735 + Penalty 4147.528420 = -42757460.664315
  nChanged 75
		SP:Iteration 17Q (89011.600000 sec): 3 clusters
  Score: Raw -42761655.353211 + Penalty 4147.528420 = -42757507.824791
  nChanged 72
		SP:Iteration 18Q (89014.090000 sec): 3 clusters
  Score: Raw -42761705.232882 + Penalty 4147.528420 = -42757557.704462
  nChanged 56
		SP:Iteration 19Q (89016.580000 sec): 3 clusters
  Score: Raw -42761745.884331 + Penalty 4147.528420 = -42757598.355911
  nChanged 59
		SP:Iteration 20F (89019.330000 sec): 3 clusters
  Score: Raw -42761786.256230 + Penalty 4147.528420 = -42757638.727810
  nChanged 46
		SP:Iteration 21Q (89021.870000 sec): 3 clusters
  Score: Raw -42761816.870159 + Penalty 4147.528420 = -42757669.341740
  nChanged 35
		SP:Iteration 22Q (89024.340000 sec): 3 clusters
  Score: Raw -42761837.238674 + Penalty 4147.528420 = -42757689.710255
  nChanged 33
		SP:Iteration 23Q (89026.860000 sec): 3 clusters
  Score: Raw -42761854.629815 + Penalty 4147.528420 = -42757707.101396
  nChanged 24
		SP:Iteration 24Q (89029.190000 sec): 3 clusters
  Score: Raw -42761867.260941 + Penalty 4147.528420 = -42757719.732521
  nChanged 15
		SP:Iteration 25Q (89031.680000 sec): 3 clusters
  Score: Raw -42761873.340251 + Penalty 4147.528420 = -42757725.811831
  nChanged 11
		SP:Iteration 26Q (89033.970000 sec): 3 clusters
  Score: Raw -42761878.744387 + Penalty 4147.528420 = -42757731.215967
  nChanged 8
		SP:Iteration 27Q (89036.300000 sec): 3 clusters
  Score: Raw -42761882.347879 + Penalty 4147.528420 = -42757734.819459
  nChanged 5
		SP:Iteration 28Q (89038.600000 sec): 3 clusters
  Score: Raw -42761884.176434 + Penalty 4147.528420 = -42757736.648014
  nChanged 1
		SP:Iteration 29Q (89040.970000 sec): 3 clusters
  Score: Raw -42761884.454370 + Penalty 4147.528420 = -42757736.925950
  nChanged 0
		SP:Iteration 30F (89043.750000 sec): 3 clusters
  Score: Raw -42761884.454370 + Penalty 4147.528420 = -42757736.925950
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 17 (22856 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (89044.020000 sec): 2 clusters
  Score: Raw -2845826.810011 + Penalty 1631.007453 = -2844195.802558
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (89044.410000 sec): 3 clusters
  Score: Raw -2832028.252241 + Penalty 3262.014907 = -2828766.237334
  nChanged 10380
		SP:Iteration 1F (89044.700000 sec): 3 clusters
  Score: Raw -2838310.110194 + Penalty 3262.014907 = -2835048.095287
  nChanged 1619
		SP:Iteration 2F (89045.010000 sec): 3 clusters
  Score: Raw -2839304.559684 + Penalty 3262.014907 = -2836042.544777
  nChanged 1755
		SP:Iteration 3F (89045.370000 sec): 3 clusters
  Score: Raw -2840469.586464 + Penalty 3262.014907 = -2837207.571557
  nChanged 1760
		SP:Iteration 4F (89045.670000 sec): 3 clusters
  Score: Raw -2841595.406992 + Penalty 3262.014907 = -2838333.392085
  nChanged 1544
		SP:Iteration 5F (89046.010000 sec): 3 clusters
  Score: Raw -2842528.210335 + Penalty 3262.014907 = -2839266.195428
  nChanged 1234
		SP:Iteration 6F (89046.350000 sec): 3 clusters
  Score: Raw -2843241.089506 + Penalty 3262.014907 = -2839979.074599
  nChanged 1020
		SP:Iteration 7Q (89046.680000 sec): 3 clusters
  Score: Raw -2843811.260191 + Penalty 3262.014907 = -2840549.245284
  nChanged 806
		SP:Iteration 8Q (89047.020000 sec): 3 clusters
  Score: Raw -2844246.804798 + Penalty 3262.014907 = -2840984.789892
  nChanged 659
		SP:Iteration 9Q (89047.450000 sec): 3 clusters
  Score: Raw -2844606.130017 + Penalty 3262.014907 = -2841344.115110
  nChanged 576
		SP:Iteration 10Q (89047.800000 sec): 3 clusters
  Score: Raw -2844914.803996 + Penalty 3262.014907 = -2841652.789089
  nChanged 482
		SP:Iteration 11Q (89048.140000 sec): 3 clusters
  Score: Raw -2845176.199239 + Penalty 3262.014907 = -2841914.184333
  nChanged 378
		SP:Iteration 12Q (89048.440000 sec): 3 clusters
  Score: Raw -2845389.015079 + Penalty 3262.014907 = -2842127.000172
  nChanged 306
		SP:Iteration 13Q (89048.790000 sec): 3 clusters
  Score: Raw -2845562.180922 + Penalty 3262.014907 = -2842300.166015
  nChanged 253
		SP:Iteration 14Q (89049.090000 sec): 3 clusters
  Score: Raw -2845701.133366 + Penalty 3262.014907 = -2842439.118459
  nChanged 195
		SP:Iteration 15Q (89049.440000 sec): 3 clusters
  Score: Raw -2845821.901861 + Penalty 3262.014907 = -2842559.886955
  nChanged 147
		SP:Iteration 16Q (89049.740000 sec): 3 clusters
  Score: Raw -2845919.388236 + Penalty 3262.014907 = -2842657.373330
  nChanged 106
		SP:Iteration 17Q (89050.160000 sec): 3 clusters
  Score: Raw -2845990.896712 + Penalty 3262.014907 = -2842728.881805
  nChanged 84
		SP:Iteration 18Q (89050.510000 sec): 3 clusters
  Score: Raw -2846038.109540 + Penalty 3262.014907 = -2842776.094633
  nChanged 63
		SP:Iteration 19Q (89050.820000 sec): 3 clusters
  Score: Raw -2846063.931979 + Penalty 3262.014907 = -2842801.917073
  nChanged 41
		SP:Iteration 20F (89051.160000 sec): 3 clusters
  Score: Raw -2846081.624791 + Penalty 3262.014907 = -2842819.609884
  nChanged 48
		SP:Iteration 21Q (89051.400000 sec): 3 clusters
  Score: Raw -2846106.565580 + Penalty 3262.014907 = -2842844.550673
  nChanged 46
		SP:Iteration 22Q (89051.640000 sec): 3 clusters
  Score: Raw -2846129.493208 + Penalty 3262.014907 = -2842867.478301
  nChanged 35
		SP:Iteration 23Q (89051.990000 sec): 3 clusters
  Score: Raw -2846144.386669 + Penalty 3262.014907 = -2842882.371762
  nChanged 24
		SP:Iteration 24Q (89052.330000 sec): 3 clusters
  Score: Raw -2846159.632263 + Penalty 3262.014907 = -2842897.617356
  nChanged 23
		SP:Iteration 25Q (89052.630000 sec): 3 clusters
  Score: Raw -2846184.711160 + Penalty 3262.014907 = -2842922.696253
  nChanged 28
		SP:Iteration 26Q (89052.980000 sec): 3 clusters
  Score: Raw -2846208.621213 + Penalty 3262.014907 = -2842946.606306
  nChanged 28
		SP:Iteration 27Q (89053.320000 sec): 3 clusters
  Score: Raw -2846235.840634 + Penalty 3262.014907 = -2842973.825727
  nChanged 23
		SP:Iteration 28Q (89053.660000 sec): 3 clusters
  Score: Raw -2846255.977526 + Penalty 3262.014907 = -2842993.962620
  nChanged 26
		SP:Iteration 29Q (89054.010000 sec): 3 clusters
  Score: Raw -2846280.325989 + Penalty 3262.014907 = -2843018.311082
  nChanged 25
		SP:Iteration 30Q (89054.310000 sec): 3 clusters
  Score: Raw -2846303.274962 + Penalty 3262.014907 = -2843041.260055
  nChanged 22
		SP:Iteration 31Q (89054.650000 sec): 3 clusters
  Score: Raw -2846314.370722 + Penalty 3262.014907 = -2843052.355815
  nChanged 15
		SP:Iteration 32Q (89054.950000 sec): 3 clusters
  Score: Raw -2846326.074343 + Penalty 3262.014907 = -2843064.059436
  nChanged 15
		SP:Iteration 33Q (89055.300000 sec): 3 clusters
  Score: Raw -2846334.205727 + Penalty 3262.014907 = -2843072.190820
  nChanged 12
		SP:Iteration 34Q (89055.590000 sec): 3 clusters
  Score: Raw -2846337.996243 + Penalty 3262.014907 = -2843075.981336
  nChanged 7
		SP:Iteration 35Q (89055.980000 sec): 3 clusters
  Score: Raw -2846340.091672 + Penalty 3262.014907 = -2843078.076765
  nChanged 2
		SP:Iteration 36Q (89056.360000 sec): 3 clusters
  Score: Raw -2846340.774244 + Penalty 3262.014907 = -2843078.759338
  nChanged 4
		SP:Iteration 37Q (89056.710000 sec): 3 clusters
  Score: Raw -2846342.232814 + Penalty 3262.014907 = -2843080.217907
  nChanged 3
		SP:Iteration 38Q (89057.000000 sec): 3 clusters
  Score: Raw -2846343.885754 + Penalty 3262.014907 = -2843081.870848
  nChanged 6
		SP:Iteration 39Q (89057.350000 sec): 3 clusters
  Score: Raw -2846346.665460 + Penalty 3262.014907 = -2843084.650553
  nChanged 5
		SP:Iteration 40F (89057.690000 sec): 3 clusters
  Score: Raw -2846348.389682 + Penalty 3262.014907 = -2843086.374775
  nChanged 2
		SP:Iteration 41Q (89058.040000 sec): 3 clusters
  Score: Raw -2846348.923125 + Penalty 3262.014907 = -2843086.908218
  nChanged 0
		SP:Iteration 42F (89058.380000 sec): 3 clusters
  Score: Raw -2846348.923125 + Penalty 3262.014907 = -2843086.908218
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 18 (5403 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (89058.480000 sec): 2 clusters
  Score: Raw -652404.724666 + Penalty 1396.640315 = -651008.084350
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (89058.650000 sec): 3 clusters
  Score: Raw -649581.675177 + Penalty 2793.280631 = -646788.394546
  nChanged 2213
		SP:Iteration 1F (89058.860000 sec): 3 clusters
  Score: Raw -650775.736762 + Penalty 2793.280631 = -647982.456131
  nChanged 359
		SP:Iteration 2F (89059.000000 sec): 3 clusters
  Score: Raw -650934.548858 + Penalty 2793.280631 = -648141.268227
  nChanged 249
		SP:Iteration 3Q (89059.190000 sec): 3 clusters
  Score: Raw -651059.356720 + Penalty 2793.280631 = -648266.076089
  nChanged 243
		SP:Iteration 4Q (89059.390000 sec): 3 clusters
  Score: Raw -651209.400331 + Penalty 2793.280631 = -648416.119700
  nChanged 280
		SP:Iteration 5F (89059.600000 sec): 3 clusters
  Score: Raw -651408.799908 + Penalty 2793.280631 = -648615.519277
  nChanged 331
		SP:Iteration 6F (89059.780000 sec): 3 clusters
  Score: Raw -651677.378090 + Penalty 2793.280631 = -648884.097459
  nChanged 333
		SP:Iteration 7F (89059.920000 sec): 3 clusters
  Score: Raw -651960.785417 + Penalty 2793.280631 = -649167.504786
  nChanged 305
		SP:Iteration 8F (89060.090000 sec): 3 clusters
  Score: Raw -652212.853403 + Penalty 2793.280631 = -649419.572772
  nChanged 270
		SP:Iteration 9Q (89060.260000 sec): 3 clusters
  Score: Raw -652405.616515 + Penalty 2793.280631 = -649612.335884
  nChanged 198
		SP:Iteration 10Q (89060.430000 sec): 3 clusters
  Score: Raw -652534.691598 + Penalty 2793.280631 = -649741.410967
  nChanged 156
		SP:Iteration 11Q (89060.610000 sec): 3 clusters
  Score: Raw -652619.174677 + Penalty 2793.280631 = -649825.894046
  nChanged 113
		SP:Iteration 12Q (89060.780000 sec): 3 clusters
  Score: Raw -652672.722310 + Penalty 2793.280631 = -649879.441679
  nChanged 79
		SP:Iteration 13Q (89060.950000 sec): 3 clusters
  Score: Raw -652700.494409 + Penalty 2793.280631 = -649907.213778
  nChanged 48
		SP:Iteration 14Q (89061.120000 sec): 3 clusters
  Score: Raw -652719.205697 + Penalty 2793.280631 = -649925.925066
  nChanged 41
		SP:Iteration 15Q (89061.290000 sec): 3 clusters
  Score: Raw -652735.666552 + Penalty 2793.280631 = -649942.385921
  nChanged 37
		SP:Iteration 16Q (89061.470000 sec): 3 clusters
  Score: Raw -652747.367554 + Penalty 2793.280631 = -649954.086923
  nChanged 25
		SP:Iteration 17Q (89061.640000 sec): 3 clusters
  Score: Raw -652754.404061 + Penalty 2793.280631 = -649961.123430
  nChanged 17
		SP:Iteration 18Q (89061.810000 sec): 3 clusters
  Score: Raw -652758.252023 + Penalty 2793.280631 = -649964.971392
  nChanged 12
		SP:Iteration 19Q (89061.990000 sec): 3 clusters
  Score: Raw -652761.427869 + Penalty 2793.280631 = -649968.147238
  nChanged 10
		SP:Iteration 20F (89062.160000 sec): 3 clusters
  Score: Raw -652764.249383 + Penalty 2793.280631 = -649970.968752
  nChanged 10
		SP:Iteration 21Q (89062.330000 sec): 3 clusters
  Score: Raw -652766.243987 + Penalty 2793.280631 = -649972.963356
  nChanged 6
		SP:Iteration 22Q (89062.510000 sec): 3 clusters
  Score: Raw -652767.925358 + Penalty 2793.280631 = -649974.644727
  nChanged 12
		SP:Iteration 23Q (89062.680000 sec): 3 clusters
  Score: Raw -652770.494789 + Penalty 2793.280631 = -649977.214158
  nChanged 9
		SP:Iteration 24Q (89062.850000 sec): 3 clusters
  Score: Raw -652772.730842 + Penalty 2793.280631 = -649979.450211
  nChanged 7
		SP:Iteration 25Q (89062.950000 sec): 3 clusters
  Score: Raw -652775.548652 + Penalty 2793.280631 = -649982.268021
  nChanged 7
		SP:Iteration 26Q (89063.150000 sec): 3 clusters
  Score: Raw -652777.649660 + Penalty 2793.280631 = -649984.369029
  nChanged 8
		SP:Iteration 27Q (89063.370000 sec): 3 clusters
  Score: Raw -652779.664620 + Penalty 2793.280631 = -649986.383989
  nChanged 5
		SP:Iteration 28Q (89063.550000 sec): 3 clusters
  Score: Raw -652781.378017 + Penalty 2793.280631 = -649988.097386
  nChanged 12
		SP:Iteration 29Q (89063.700000 sec): 3 clusters
  Score: Raw -652785.064338 + Penalty 2793.280631 = -649991.783707
  nChanged 9
		SP:Iteration 30Q (89063.870000 sec): 3 clusters
  Score: Raw -652787.891093 + Penalty 2793.280631 = -649994.610462
  nChanged 10
		SP:Iteration 31Q (89064.040000 sec): 3 clusters
  Score: Raw -652790.987252 + Penalty 2793.280631 = -649997.706621
  nChanged 5
		SP:Iteration 32Q (89064.210000 sec): 3 clusters
  Score: Raw -652792.619823 + Penalty 2793.280631 = -649999.339192
  nChanged 4
		SP:Iteration 33Q (89064.390000 sec): 3 clusters
  Score: Raw -652794.160982 + Penalty 2793.280631 = -650000.880351
  nChanged 3
		SP:Iteration 34Q (89064.560000 sec): 3 clusters
  Score: Raw -652794.607943 + Penalty 2793.280631 = -650001.327312
  nChanged 2
		SP:Iteration 35Q (89064.730000 sec): 3 clusters
  Score: Raw -652794.903473 + Penalty 2793.280631 = -650001.622842
  nChanged 1
		SP:Iteration 36Q (89064.900000 sec): 3 clusters
  Score: Raw -652795.037735 + Penalty 2793.280631 = -650001.757104
  nChanged 1
		SP:Iteration 37Q (89065.070000 sec): 3 clusters
  Score: Raw -652795.403376 + Penalty 2793.280631 = -650002.122745
  nChanged 1
		SP:Iteration 38Q (89065.270000 sec): 3 clusters
  Score: Raw -652795.689086 + Penalty 2793.280631 = -650002.408455
  nChanged 0
		SP:Iteration 39F (89065.360000 sec): 3 clusters
  Score: Raw -652795.689086 + Penalty 2793.280631 = -650002.408455
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 19 (1105 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (89065.470000 sec): 2 clusters
  Score: Raw -131501.037769 + Penalty 1138.735100 = -130362.302669
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (89065.640000 sec): 3 clusters
  Score: Raw -131158.612043 + Penalty 2277.470200 = -128881.141844
  nChanged 344
		SP:Iteration 1F (89065.810000 sec): 3 clusters
  Score: Raw -131496.013270 + Penalty 2277.470200 = -129218.543071
  nChanged 88
		SP:Iteration 2F (89065.980000 sec): 3 clusters
  Score: Raw -131623.624430 + Penalty 2277.470200 = -129346.154230
  nChanged 69
		SP:Iteration 3F (89066.150000 sec): 3 clusters
  Score: Raw -131771.090692 + Penalty 2277.470200 = -129493.620492
  nChanged 57
		SP:Iteration 4F (89066.330000 sec): 3 clusters
  Score: Raw -131855.516439 + Penalty 2277.470200 = -129578.046240
  nChanged 34
		SP:Iteration 5Q (89066.390000 sec): 3 clusters
  Score: Raw -131901.117438 + Penalty 2277.470200 = -129623.647239
  nChanged 28
		SP:Iteration 6Q (89066.420000 sec): 3 clusters
  Score: Raw -131937.134097 + Penalty 2277.470200 = -129659.663897
  nChanged 17
		SP:Iteration 7Q (89066.440000 sec): 3 clusters
  Score: Raw -131955.596701 + Penalty 2277.470200 = -129678.126502
  nChanged 5
		SP:Iteration 8Q (89066.470000 sec): 3 clusters
  Score: Raw -131958.846342 + Penalty 2277.470200 = -129681.376142
  nChanged 1
		SP:Iteration 9Q (89066.490000 sec): 3 clusters
  Score: Raw -131960.209942 + Penalty 2277.470200 = -129682.739742
  nChanged 3
		SP:Iteration 10Q (89066.510000 sec): 3 clusters
  Score: Raw -131961.634560 + Penalty 2277.470200 = -129684.164360
  nChanged 1
		SP:Iteration 11Q (89066.540000 sec): 3 clusters
  Score: Raw -131962.153270 + Penalty 2277.470200 = -129684.683071
  nChanged 0
		SP:Iteration 12F (89066.560000 sec): 3 clusters
  Score: Raw -131962.153270 + Penalty 2277.470200 = -129684.683071
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 20 (31154 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (89066.890000 sec): 2 clusters
  Score: Raw -3679350.829333 + Penalty 1681.338413 = -3677669.490920
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (89067.260000 sec): 3 clusters
  Score: Raw -3660146.332250 + Penalty 3362.676826 = -3656783.655424
  nChanged 14390
		SP:Iteration 1F (89067.660000 sec): 3 clusters
  Score: Raw -3668136.945961 + Penalty 3362.676826 = -3664774.269135
  nChanged 1393
		SP:Iteration 2Q (89068.100000 sec): 3 clusters
  Score: Raw -3668578.762918 + Penalty 3362.676826 = -3665216.086092
  nChanged 1418
		SP:Iteration 3Q (89068.540000 sec): 3 clusters
  Score: Raw -3669082.625989 + Penalty 3362.676826 = -3665719.949162
  nChanged 1536
		SP:Iteration 4Q (89068.990000 sec): 3 clusters
  Score: Raw -3669711.639739 + Penalty 3362.676826 = -3666348.962913
  nChanged 1704
		SP:Iteration 5F (89069.430000 sec): 3 clusters
  Score: Raw -3670563.221179 + Penalty 3362.676826 = -3667200.544353
  nChanged 1908
		SP:Iteration 6F (89069.900000 sec): 3 clusters
  Score: Raw -3671702.533281 + Penalty 3362.676826 = -3668339.856455
  nChanged 2089
		SP:Iteration 7F (89070.280000 sec): 3 clusters
  Score: Raw -3673219.133480 + Penalty 3362.676826 = -3669856.456654
  nChanged 2136
		SP:Iteration 8F (89070.700000 sec): 3 clusters
  Score: Raw -3674929.700354 + Penalty 3362.676826 = -3671567.023527
  nChanged 1905
		SP:Iteration 9F (89071.120000 sec): 3 clusters
  Score: Raw -3676571.773047 + Penalty 3362.676826 = -3673209.096220
  nChanged 1448
		SP:Iteration 10Q (89071.520000 sec): 3 clusters
  Score: Raw -3677842.662623 + Penalty 3362.676826 = -3674479.985796
  nChanged 940
		SP:Iteration 11Q (89071.930000 sec): 3 clusters
  Score: Raw -3678672.649882 + Penalty 3362.676826 = -3675309.973056
  nChanged 542
		SP:Iteration 12Q (89072.390000 sec): 3 clusters
  Score: Raw -3679161.061229 + Penalty 3362.676826 = -3675798.384402
  nChanged 257
		SP:Iteration 13Q (89072.790000 sec): 3 clusters
  Score: Raw -3679402.222586 + Penalty 3362.676826 = -3676039.545760
  nChanged 121
		SP:Iteration 14Q (89073.150000 sec): 3 clusters
  Score: Raw -3679501.000779 + Penalty 3362.676826 = -3676138.323953
  nChanged 52
		SP:Iteration 15Q (89073.520000 sec): 3 clusters
  Score: Raw -3679546.371500 + Penalty 3362.676826 = -3676183.694674
  nChanged 28
		SP:Iteration 16Q (89073.880000 sec): 3 clusters
  Score: Raw -3679568.131588 + Penalty 3362.676826 = -3676205.454762
  nChanged 27
		SP:Iteration 17Q (89074.290000 sec): 3 clusters
  Score: Raw -3679595.765478 + Penalty 3362.676826 = -3676233.088651
  nChanged 25
		SP:Iteration 18Q (89074.690000 sec): 3 clusters
  Score: Raw -3679620.924905 + Penalty 3362.676826 = -3676258.248079
  nChanged 18
		SP:Iteration 19Q (89075.050000 sec): 3 clusters
  Score: Raw -3679642.154494 + Penalty 3362.676826 = -3676279.477668
  nChanged 15
		SP:Iteration 20F (89075.450000 sec): 3 clusters
  Score: Raw -3679657.396880 + Penalty 3362.676826 = -3676294.720054
  nChanged 9
		SP:Iteration 21Q (89075.810000 sec): 3 clusters
  Score: Raw -3679666.117889 + Penalty 3362.676826 = -3676303.441063
  nChanged 5
		SP:Iteration 22Q (89076.170000 sec): 3 clusters
  Score: Raw -3679669.025518 + Penalty 3362.676826 = -3676306.348691
  nChanged 4
		SP:Iteration 23Q (89076.600000 sec): 3 clusters
  Score: Raw -3679672.661255 + Penalty 3362.676826 = -3676309.984429
  nChanged 4
		SP:Iteration 24Q (89076.970000 sec): 3 clusters
  Score: Raw -3679678.285524 + Penalty 3362.676826 = -3676315.608698
  nChanged 5
		SP:Iteration 25Q (89077.330000 sec): 3 clusters
  Score: Raw -3679684.097964 + Penalty 3362.676826 = -3676321.421138
  nChanged 1
		SP:Iteration 26Q (89077.710000 sec): 3 clusters
  Score: Raw -3679685.033884 + Penalty 3362.676826 = -3676322.357058
  nChanged 0
		SP:Iteration 27F (89078.110000 sec): 3 clusters
  Score: Raw -3679685.033884 + Penalty 3362.676826 = -3676322.357058
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 21 (8508 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (89078.220000 sec): 2 clusters
  Score: Raw -1042573.373831 + Penalty 1470.423854 = -1041102.949977
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (89078.510000 sec): 3 clusters
  Score: Raw -1037889.686777 + Penalty 2940.847707 = -1034948.839070
  nChanged 3654
		SP:Iteration 1F (89078.660000 sec): 3 clusters
  Score: Raw -1039802.315666 + Penalty 2940.847707 = -1036861.467959
  nChanged 530
		SP:Iteration 2F (89078.850000 sec): 3 clusters
  Score: Raw -1040055.260900 + Penalty 2940.847707 = -1037114.413192
  nChanged 444
		SP:Iteration 3F (89079.040000 sec): 3 clusters
  Score: Raw -1040243.363216 + Penalty 2940.847707 = -1037302.515509
  nChanged 342
		SP:Iteration 4Q (89079.230000 sec): 3 clusters
  Score: Raw -1040382.835164 + Penalty 2940.847707 = -1037441.987457
  nChanged 287
		SP:Iteration 5Q (89079.430000 sec): 3 clusters
  Score: Raw -1040481.692407 + Penalty 2940.847707 = -1037540.844699
  nChanged 247
		SP:Iteration 6Q (89079.670000 sec): 3 clusters
  Score: Raw -1040565.019260 + Penalty 2940.847707 = -1037624.171552
  nChanged 223
		SP:Iteration 7Q (89079.850000 sec): 3 clusters
  Score: Raw -1040644.399465 + Penalty 2940.847707 = -1037703.551757
  nChanged 209
		SP:Iteration 8Q (89080.050000 sec): 3 clusters
  Score: Raw -1040723.732973 + Penalty 2940.847707 = -1037782.885266
  nChanged 238
		SP:Iteration 9Q (89080.250000 sec): 3 clusters
  Score: Raw -1040810.819206 + Penalty 2940.847707 = -1037869.971499
  nChanged 237
		SP:Iteration 10Q (89080.440000 sec): 3 clusters
  Score: Raw -1040912.840592 + Penalty 2940.847707 = -1037971.992884
  nChanged 268
		SP:Iteration 11Q (89080.630000 sec): 3 clusters
  Score: Raw -1041045.488983 + Penalty 2940.847707 = -1038104.641276
  nChanged 271
		SP:Iteration 12Q (89080.830000 sec): 3 clusters
  Score: Raw -1041177.001502 + Penalty 2940.847707 = -1038236.153794
  nChanged 267
		SP:Iteration 13Q (89081.020000 sec): 3 clusters
  Score: Raw -1041315.128691 + Penalty 2940.847707 = -1038374.280984
  nChanged 295
		SP:Iteration 14Q (89081.210000 sec): 3 clusters
  Score: Raw -1041466.172632 + Penalty 2940.847707 = -1038525.324925
  nChanged 265
		SP:Iteration 15Q (89081.410000 sec): 3 clusters
  Score: Raw -1041612.252515 + Penalty 2940.847707 = -1038671.404808
  nChanged 265
		SP:Iteration 16Q (89081.600000 sec): 3 clusters
  Score: Raw -1041774.814898 + Penalty 2940.847707 = -1038833.967191
  nChanged 277
		SP:Iteration 17Q (89081.800000 sec): 3 clusters
  Score: Raw -1041945.483373 + Penalty 2940.847707 = -1039004.635665
  nChanged 263
		SP:Iteration 18Q (89081.990000 sec): 3 clusters
  Score: Raw -1042120.474253 + Penalty 2940.847707 = -1039179.626546
  nChanged 234
		SP:Iteration 19Q (89082.180000 sec): 3 clusters
  Score: Raw -1042290.426582 + Penalty 2940.847707 = -1039349.578875
  nChanged 220
		SP:Iteration 20F (89082.380000 sec): 3 clusters
  Score: Raw -1042451.081902 + Penalty 2940.847707 = -1039510.234194
  nChanged 188
		SP:Iteration 21Q (89082.570000 sec): 3 clusters
  Score: Raw -1042574.221108 + Penalty 2940.847707 = -1039633.373401
  nChanged 147
		SP:Iteration 22Q (89082.770000 sec): 3 clusters
  Score: Raw -1042672.411554 + Penalty 2940.847707 = -1039731.563847
  nChanged 121
		SP:Iteration 23Q (89082.950000 sec): 3 clusters
  Score: Raw -1042742.172019 + Penalty 2940.847707 = -1039801.324312
  nChanged 93
		SP:Iteration 24Q (89083.130000 sec): 3 clusters
  Score: Raw -1042792.990391 + Penalty 2940.847707 = -1039852.142684
  nChanged 78
		SP:Iteration 25Q (89083.310000 sec): 3 clusters
  Score: Raw -1042832.086244 + Penalty 2940.847707 = -1039891.238536
  nChanged 71
		SP:Iteration 26Q (89083.530000 sec): 3 clusters
  Score: Raw -1042863.025303 + Penalty 2940.847707 = -1039922.177596
  nChanged 71
		SP:Iteration 27Q (89083.750000 sec): 3 clusters
  Score: Raw -1042888.549932 + Penalty 2940.847707 = -1039947.702225
  nChanged 57
		SP:Iteration 28Q (89083.930000 sec): 3 clusters
  Score: Raw -1042905.654434 + Penalty 2940.847707 = -1039964.806727
  nChanged 47
		SP:Iteration 29Q (89084.110000 sec): 3 clusters
  Score: Raw -1042918.827060 + Penalty 2940.847707 = -1039977.979352
  nChanged 45
		SP:Iteration 30Q (89084.280000 sec): 3 clusters
  Score: Raw -1042931.108513 + Penalty 2940.847707 = -1039990.260806
  nChanged 36
		SP:Iteration 31Q (89084.460000 sec): 3 clusters
  Score: Raw -1042941.859951 + Penalty 2940.847707 = -1040001.012244
  nChanged 31
		SP:Iteration 32Q (89084.640000 sec): 3 clusters
  Score: Raw -1042949.702497 + Penalty 2940.847707 = -1040008.854790
  nChanged 14
		SP:Iteration 33Q (89084.900000 sec): 3 clusters
  Score: Raw -1042953.417330 + Penalty 2940.847707 = -1040012.569623
  nChanged 18
		SP:Iteration 34Q (89085.120000 sec): 3 clusters
  Score: Raw -1042957.755408 + Penalty 2940.847707 = -1040016.907701
  nChanged 12
		SP:Iteration 35Q (89085.260000 sec): 3 clusters
  Score: Raw -1042960.449954 + Penalty 2940.847707 = -1040019.602247
  nChanged 12
		SP:Iteration 36Q (89085.440000 sec): 3 clusters
  Score: Raw -1042963.480277 + Penalty 2940.847707 = -1040022.632570
  nChanged 6
		SP:Iteration 37Q (89085.620000 sec): 3 clusters
  Score: Raw -1042964.539611 + Penalty 2940.847707 = -1040023.691903
  nChanged 5
		SP:Iteration 38Q (89085.800000 sec): 3 clusters
  Score: Raw -1042965.683791 + Penalty 2940.847707 = -1040024.836084
  nChanged 5
		SP:Iteration 39Q (89085.980000 sec): 3 clusters
  Score: Raw -1042966.600862 + Penalty 2940.847707 = -1040025.753155
  nChanged 4
		SP:Iteration 40F (89086.160000 sec): 3 clusters
  Score: Raw -1042968.602064 + Penalty 2940.847707 = -1040027.754356
  nChanged 4
		SP:Iteration 41Q (89086.390000 sec): 3 clusters
  Score: Raw -1042969.417399 + Penalty 2940.847707 = -1040028.569692
  nChanged 2
		SP:Iteration 42Q (89086.670000 sec): 3 clusters
  Score: Raw -1042969.826573 + Penalty 2940.847707 = -1040028.978865
  nChanged 5
		SP:Iteration 43Q (89086.910000 sec): 3 clusters
  Score: Raw -1042970.838817 + Penalty 2940.847707 = -1040029.991109
  nChanged 3
		SP:Iteration 44Q (89087.060000 sec): 3 clusters
  Score: Raw -1042971.270025 + Penalty 2940.847707 = -1040030.422317
  nChanged 1
		SP:Iteration 45Q (89087.250000 sec): 3 clusters
  Score: Raw -1042971.345237 + Penalty 2940.847707 = -1040030.497529
  nChanged 0
		SP:Iteration 46F (89087.450000 sec): 3 clusters
  Score: Raw -1042971.345237 + Penalty 2940.847707 = -1040030.497529
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 22 (233 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (89087.530000 sec): 2 clusters
  Score: Raw -12311.378622 + Penalty 885.793749 = -11425.584873
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (89087.700000 sec): 3 clusters
  Score: Raw -12423.208075 + Penalty 1771.587497 = -10651.620577
  nChanged 40
		SP:Iteration 1F (89087.880000 sec): 3 clusters
  Score: Raw -12554.782361 + Penalty 1771.587497 = -10783.194864
  nChanged 17
		SP:Iteration 2F (89088.050000 sec): 3 clusters
  Score: Raw -12607.562155 + Penalty 1771.587497 = -10835.974658
  nChanged 12
		SP:Iteration 3F (89088.230000 sec): 3 clusters
  Score: Raw -12650.667679 + Penalty 1771.587497 = -10879.080182
  nChanged 8
		SP:Iteration 4Q (89088.410000 sec): 3 clusters
  Score: Raw -12694.249117 + Penalty 1771.587497 = -10922.661620
  nChanged 5
		SP:Iteration 5Q (89088.580000 sec): 3 clusters
  Score: Raw -12725.476443 + Penalty 1771.587497 = -10953.888946
  nChanged 3
		SP:Iteration 6Q (89088.630000 sec): 3 clusters
  Score: Raw -12733.017988 + Penalty 1771.587497 = -10961.430491
  nChanged 1
		SP:Iteration 7Q (89088.640000 sec): 3 clusters
  Score: Raw -12734.619511 + Penalty 1771.587497 = -10963.032013
  nChanged 0
		SP:Iteration 8F (89088.640000 sec): 3 clusters
  Score: Raw -12734.619511 + Penalty 1771.587497 = -10963.032013
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 23 (503 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (89088.680000 sec): 2 clusters
  Score: Raw -54826.634621 + Penalty 1010.845903 = -53815.788718
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (89088.700000 sec): 3 clusters
  Score: Raw -54745.589737 + Penalty 2021.691805 = -52723.897932
  nChanged 129
		SP:Iteration 1F (89088.710000 sec): 3 clusters
  Score: Raw -54943.298149 + Penalty 2021.691805 = -52921.606344
  nChanged 39
		SP:Iteration 2F (89088.730000 sec): 3 clusters
  Score: Raw -55017.004821 + Penalty 2021.691805 = -52995.313016
  nChanged 20
		SP:Iteration 3Q (89088.740000 sec): 3 clusters
  Score: Raw -55066.870464 + Penalty 2021.691805 = -53045.178659
  nChanged 19
		SP:Iteration 4Q (89088.760000 sec): 3 clusters
  Score: Raw -55105.657483 + Penalty 2021.691805 = -53083.965678
  nChanged 12
		SP:Iteration 5Q (89088.770000 sec): 3 clusters
  Score: Raw -55139.583176 + Penalty 2021.691805 = -53117.891370
  nChanged 7
		SP:Iteration 6Q (89088.790000 sec): 3 clusters
  Score: Raw -55158.592968 + Penalty 2021.691805 = -53136.901162
  nChanged 7
		SP:Iteration 7Q (89088.800000 sec): 3 clusters
  Score: Raw -55175.792093 + Penalty 2021.691805 = -53154.100288
  nChanged 3
		SP:Iteration 8Q (89088.820000 sec): 3 clusters
  Score: Raw -55182.304254 + Penalty 2021.691805 = -53160.612449
  nChanged 1
		SP:Iteration 9Q (89088.830000 sec): 3 clusters
  Score: Raw -55187.154831 + Penalty 2021.691805 = -53165.463025
  nChanged 4
		SP:Iteration 10Q (89088.930000 sec): 3 clusters
  Score: Raw -55196.314174 + Penalty 2021.691805 = -53174.622369
  nChanged 1
		SP:Iteration 11Q (89089.110000 sec): 3 clusters
  Score: Raw -55201.688822 + Penalty 2021.691805 = -53179.997017
  nChanged 2
		SP:Iteration 12Q (89089.290000 sec): 3 clusters
  Score: Raw -55206.206691 + Penalty 2021.691805 = -53184.514885
  nChanged 0
		SP:Iteration 13F (89089.460000 sec): 3 clusters
  Score: Raw -55206.808168 + Penalty 2021.691805 = -53185.116363
  nChanged 1
		SP:Iteration 14Q (89089.650000 sec): 3 clusters
  Score: Raw -55211.082422 + Penalty 2021.691805 = -53189.390617
  nChanged 1
		SP:Iteration 15Q (89089.810000 sec): 3 clusters
  Score: Raw -55213.862385 + Penalty 2021.691805 = -53192.170580
  nChanged 1
		SP:Iteration 16Q (89089.990000 sec): 3 clusters
  Score: Raw -55215.823920 + Penalty 2021.691805 = -53194.132115
  nChanged 0
		SP:Iteration 17F (89090.160000 sec): 3 clusters
  Score: Raw -55215.823920 + Penalty 2021.691805 = -53194.132115
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 24 (549 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (89090.250000 sec): 2 clusters
  Score: Raw -63961.725245 + Penalty 1025.065997 = -62936.659248
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (89090.430000 sec): 3 clusters
  Score: Raw -63885.585192 + Penalty 2050.131993 = -61835.453198
  nChanged 149
		SP:Iteration 1F (89090.600000 sec): 3 clusters
  Score: Raw -64140.925575 + Penalty 2050.131993 = -62090.793581
  nChanged 44
		SP:Iteration 2F (89090.780000 sec): 3 clusters
  Score: Raw -64242.222143 + Penalty 2050.131993 = -62192.090149
  nChanged 35
		SP:Iteration 3F (89090.950000 sec): 3 clusters
  Score: Raw -64375.893681 + Penalty 2050.131993 = -62325.761687
  nChanged 27
		SP:Iteration 4Q (89091.130000 sec): 3 clusters
  Score: Raw -64442.323309 + Penalty 2050.131993 = -62392.191315
  nChanged 18
		SP:Iteration 5Q (89091.310000 sec): 3 clusters
  Score: Raw -64493.870480 + Penalty 2050.131993 = -62443.738486
  nChanged 17
		SP:Iteration 6Q (89091.480000 sec): 3 clusters
  Score: Raw -64546.288980 + Penalty 2050.131993 = -62496.156986
  nChanged 9
		SP:Iteration 7Q (89091.660000 sec): 3 clusters
  Score: Raw -64560.707113 + Penalty 2050.131993 = -62510.575120
  nChanged 3
		SP:Iteration 8Q (89091.830000 sec): 3 clusters
  Score: Raw -64566.383234 + Penalty 2050.131993 = -62516.251241
  nChanged 3
		SP:Iteration 9Q (89092.010000 sec): 3 clusters
  Score: Raw -64571.296863 + Penalty 2050.131993 = -62521.164870
  nChanged 2
		SP:Iteration 10Q (89092.190000 sec): 3 clusters
  Score: Raw -64574.316167 + Penalty 2050.131993 = -62524.184174
  nChanged 0
		SP:Iteration 11F (89092.360000 sec): 3 clusters
  Score: Raw -64574.316167 + Penalty 2050.131993 = -62524.184174
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 25 (5104 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (89092.480000 sec): 2 clusters
  Score: Raw -629814.811430 + Penalty 1387.389222 = -628427.422209
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (89092.660000 sec): 3 clusters
  Score: Raw -627146.040301 + Penalty 2774.778443 = -624371.261858
  nChanged 2072
		SP:Iteration 1F (89092.830000 sec): 3 clusters
  Score: Raw -628263.686175 + Penalty 2774.778443 = -625488.907732
  nChanged 407
		SP:Iteration 2F (89093.010000 sec): 3 clusters
  Score: Raw -628519.572380 + Penalty 2774.778443 = -625744.793937
  nChanged 329
		SP:Iteration 3F (89093.180000 sec): 3 clusters
  Score: Raw -628728.813975 + Penalty 2774.778443 = -625954.035532
  nChanged 277
		SP:Iteration 4F (89093.330000 sec): 3 clusters
  Score: Raw -628903.111590 + Penalty 2774.778443 = -626128.333147
  nChanged 249
		SP:Iteration 5Q (89093.530000 sec): 3 clusters
  Score: Raw -629079.960503 + Penalty 2774.778443 = -626305.182060
  nChanged 245
		SP:Iteration 6Q (89093.710000 sec): 3 clusters
  Score: Raw -629268.255678 + Penalty 2774.778443 = -626493.477235
  nChanged 215
		SP:Iteration 7Q (89093.920000 sec): 3 clusters
  Score: Raw -629431.394699 + Penalty 2774.778443 = -626656.616256
  nChanged 184
		SP:Iteration 8Q (89094.100000 sec): 3 clusters
  Score: Raw -629581.574435 + Penalty 2774.778443 = -626806.795992
  nChanged 159
		SP:Iteration 9Q (89094.280000 sec): 3 clusters
  Score: Raw -629716.233228 + Penalty 2774.778443 = -626941.454785
  nChanged 121
		SP:Iteration 10Q (89094.450000 sec): 3 clusters
  Score: Raw -629829.575629 + Penalty 2774.778443 = -627054.797186
  nChanged 99
		SP:Iteration 11Q (89094.620000 sec): 3 clusters
  Score: Raw -629936.836072 + Penalty 2774.778443 = -627162.057629
  nChanged 74
		SP:Iteration 12Q (89094.800000 sec): 3 clusters
  Score: Raw -630022.877397 + Penalty 2774.778443 = -627248.098954
  nChanged 55
		SP:Iteration 13Q (89094.970000 sec): 3 clusters
  Score: Raw -630077.516991 + Penalty 2774.778443 = -627302.738548
  nChanged 38
		SP:Iteration 14Q (89095.150000 sec): 3 clusters
  Score: Raw -630107.774990 + Penalty 2774.778443 = -627332.996547
  nChanged 35
		SP:Iteration 15Q (89095.320000 sec): 3 clusters
  Score: Raw -630128.607340 + Penalty 2774.778443 = -627353.828897
  nChanged 23
		SP:Iteration 16Q (89095.500000 sec): 3 clusters
  Score: Raw -630139.807456 + Penalty 2774.778443 = -627365.029012
  nChanged 9
		SP:Iteration 17Q (89095.670000 sec): 3 clusters
  Score: Raw -630144.000882 + Penalty 2774.778443 = -627369.222439
  nChanged 9
		SP:Iteration 18Q (89095.850000 sec): 3 clusters
  Score: Raw -630148.616258 + Penalty 2774.778443 = -627373.837815
  nChanged 6
		SP:Iteration 19Q (89096.020000 sec): 3 clusters
  Score: Raw -630151.177495 + Penalty 2774.778443 = -627376.399052
  nChanged 4
		SP:Iteration 20F (89096.200000 sec): 3 clusters
  Score: Raw -630152.680874 + Penalty 2774.778443 = -627377.902431
  nChanged 4
		SP:Iteration 21Q (89096.370000 sec): 3 clusters
  Score: Raw -630154.718404 + Penalty 2774.778443 = -627379.939961
  nChanged 4
		SP:Iteration 22Q (89096.540000 sec): 3 clusters
  Score: Raw -630157.196997 + Penalty 2774.778443 = -627382.418554
  nChanged 5
		SP:Iteration 23Q (89096.720000 sec): 3 clusters
  Score: Raw -630160.172185 + Penalty 2774.778443 = -627385.393742
  nChanged 6
		SP:Iteration 24Q (89096.900000 sec): 3 clusters
  Score: Raw -630163.421822 + Penalty 2774.778443 = -627388.643379
  nChanged 4
		SP:Iteration 25Q (89097.070000 sec): 3 clusters
  Score: Raw -630166.016419 + Penalty 2774.778443 = -627391.237976
  nChanged 6
		SP:Iteration 26Q (89097.240000 sec): 3 clusters
  Score: Raw -630168.522819 + Penalty 2774.778443 = -627393.744376
  nChanged 2
		SP:Iteration 27Q (89097.420000 sec): 3 clusters
  Score: Raw -630169.618545 + Penalty 2774.778443 = -627394.840102
  nChanged 2
		SP:Iteration 28Q (89097.590000 sec): 3 clusters
  Score: Raw -630170.370404 + Penalty 2774.778443 = -627395.591961
  nChanged 2
		SP:Iteration 29Q (89097.770000 sec): 3 clusters
  Score: Raw -630171.059618 + Penalty 2774.778443 = -627396.281175
  nChanged 5
		SP:Iteration 30Q (89097.940000 sec): 3 clusters
  Score: Raw -630175.363192 + Penalty 2774.778443 = -627400.584749
  nChanged 4
		SP:Iteration 31Q (89098.120000 sec): 3 clusters
  Score: Raw -630176.770014 + Penalty 2774.778443 = -627401.991571
  nChanged 1
		SP:Iteration 32Q (89098.290000 sec): 3 clusters
  Score: Raw -630177.583318 + Penalty 2774.778443 = -627402.804875
  nChanged 1
		SP:Iteration 33Q (89098.470000 sec): 3 clusters
  Score: Raw -630177.876122 + Penalty 2774.778443 = -627403.097679
  nChanged 0
		SP:Iteration 34F (89098.640000 sec): 3 clusters
  Score: Raw -630177.876122 + Penalty 2774.778443 = -627403.097679
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 26 (4293 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (89098.760000 sec): 2 clusters
  Score: Raw -485117.627517 + Penalty 1359.270424 = -483758.357094
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (89098.950000 sec): 3 clusters
  Score: Raw -482927.586197 + Penalty 2718.540847 = -480209.045350
  nChanged 1726
		SP:Iteration 1F (89099.130000 sec): 3 clusters
  Score: Raw -483907.463408 + Penalty 2718.540847 = -481188.922561
  nChanged 334
		SP:Iteration 2F (89099.300000 sec): 3 clusters
  Score: Raw -484136.077860 + Penalty 2718.540847 = -481417.537013
  nChanged 249
		SP:Iteration 3F (89099.480000 sec): 3 clusters
  Score: Raw -484316.996076 + Penalty 2718.540847 = -481598.455228
  nChanged 215
		SP:Iteration 4F (89099.560000 sec): 3 clusters
  Score: Raw -484479.843368 + Penalty 2718.540847 = -481761.302521
  nChanged 219
		SP:Iteration 5F (89099.640000 sec): 3 clusters
  Score: Raw -484689.509275 + Penalty 2718.540847 = -481970.968428
  nChanged 219
		SP:Iteration 6F (89099.720000 sec): 3 clusters
  Score: Raw -484920.059227 + Penalty 2718.540847 = -482201.518380
  nChanged 221
		SP:Iteration 7F (89099.820000 sec): 3 clusters
  Score: Raw -485147.280878 + Penalty 2718.540847 = -482428.740030
  nChanged 193
		SP:Iteration 8Q (89099.900000 sec): 3 clusters
  Score: Raw -485314.233074 + Penalty 2718.540847 = -482595.692227
  nChanged 168
		SP:Iteration 9Q (89099.980000 sec): 3 clusters
  Score: Raw -485449.851021 + Penalty 2718.540847 = -482731.310174
  nChanged 157
		SP:Iteration 10Q (89100.070000 sec): 3 clusters
  Score: Raw -485560.827866 + Penalty 2718.540847 = -482842.287019
  nChanged 152
		SP:Iteration 11Q (89100.150000 sec): 3 clusters
  Score: Raw -485667.062285 + Penalty 2718.540847 = -482948.521438
  nChanged 138
		SP:Iteration 12Q (89100.230000 sec): 3 clusters
  Score: Raw -485760.359047 + Penalty 2718.540847 = -483041.818200
  nChanged 111
		SP:Iteration 13Q (89100.310000 sec): 3 clusters
  Score: Raw -485834.820743 + Penalty 2718.540847 = -483116.279896
  nChanged 116
		SP:Iteration 14Q (89100.400000 sec): 3 clusters
  Score: Raw -485909.190001 + Penalty 2718.540847 = -483190.649154
  nChanged 94
		SP:Iteration 15Q (89100.480000 sec): 3 clusters
  Score: Raw -485974.950291 + Penalty 2718.540847 = -483256.409444
  nChanged 82
		SP:Iteration 16Q (89100.560000 sec): 3 clusters
  Score: Raw -486045.261789 + Penalty 2718.540847 = -483326.720941
  nChanged 73
		SP:Iteration 17Q (89100.640000 sec): 3 clusters
  Score: Raw -486099.890231 + Penalty 2718.540847 = -483381.349384
  nChanged 63
		SP:Iteration 18Q (89100.720000 sec): 3 clusters
  Score: Raw -486146.962369 + Penalty 2718.540847 = -483428.421522
  nChanged 58
		SP:Iteration 19Q (89100.810000 sec): 3 clusters
  Score: Raw -486178.525045 + Penalty 2718.540847 = -483459.984198
  nChanged 40
		SP:Iteration 20F (89100.890000 sec): 3 clusters
  Score: Raw -486202.981244 + Penalty 2718.540847 = -483484.440397
  nChanged 35
		SP:Iteration 21Q (89100.970000 sec): 3 clusters
  Score: Raw -486230.396276 + Penalty 2718.540847 = -483511.855428
  nChanged 37
		SP:Iteration 22Q (89101.050000 sec): 3 clusters
  Score: Raw -486247.789797 + Penalty 2718.540847 = -483529.248950
  nChanged 23
		SP:Iteration 23Q (89101.140000 sec): 3 clusters
  Score: Raw -486262.087661 + Penalty 2718.540847 = -483543.546814
  nChanged 23
		SP:Iteration 24Q (89101.220000 sec): 3 clusters
  Score: Raw -486272.186215 + Penalty 2718.540847 = -483553.645367
  nChanged 18
		SP:Iteration 25Q (89101.300000 sec): 3 clusters
  Score: Raw -486277.866978 + Penalty 2718.540847 = -483559.326130
  nChanged 13
		SP:Iteration 26Q (89101.380000 sec): 3 clusters
  Score: Raw -486281.124265 + Penalty 2718.540847 = -483562.583418
  nChanged 4
		SP:Iteration 27Q (89101.460000 sec): 3 clusters
  Score: Raw -486282.207963 + Penalty 2718.540847 = -483563.667116
  nChanged 4
		SP:Iteration 28Q (89101.580000 sec): 3 clusters
  Score: Raw -486283.424816 + Penalty 2718.540847 = -483564.883968
  nChanged 5
		SP:Iteration 29Q (89101.760000 sec): 3 clusters
  Score: Raw -486284.229440 + Penalty 2718.540847 = -483565.688593
  nChanged 0
		SP:Iteration 30F (89101.940000 sec): 3 clusters
  Score: Raw -486284.229440 + Penalty 2718.540847 = -483565.688593
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 27 (1241 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (89102.020000 sec): 2 clusters
  Score: Raw -146876.452452 + Penalty 1157.596828 = -145718.855624
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (89102.200000 sec): 3 clusters
  Score: Raw -146418.192733 + Penalty 2315.193655 = -144102.999078
  nChanged 400
		SP:Iteration 1F (89102.370000 sec): 3 clusters
  Score: Raw -146744.986541 + Penalty 2315.193655 = -144429.792886
  nChanged 104
		SP:Iteration 2F (89102.550000 sec): 3 clusters
  Score: Raw -146869.201320 + Penalty 2315.193655 = -144554.007665
  nChanged 77
		SP:Iteration 3F (89102.720000 sec): 3 clusters
  Score: Raw -146965.652529 + Penalty 2315.193655 = -144650.458874
  nChanged 65
		SP:Iteration 4F (89102.900000 sec): 3 clusters
  Score: Raw -147044.308954 + Penalty 2315.193655 = -144729.115299
  nChanged 59
		SP:Iteration 5Q (89103.070000 sec): 3 clusters
  Score: Raw -147115.982832 + Penalty 2315.193655 = -144800.789177
  nChanged 51
		SP:Iteration 6Q (89103.250000 sec): 3 clusters
  Score: Raw -147182.618820 + Penalty 2315.193655 = -144867.425165
  nChanged 47
		SP:Iteration 7Q (89103.420000 sec): 3 clusters
  Score: Raw -147239.019137 + Penalty 2315.193655 = -144923.825482
  nChanged 48
		SP:Iteration 8Q (89103.600000 sec): 3 clusters
  Score: Raw -147288.987217 + Penalty 2315.193655 = -144973.793562
  nChanged 32
		SP:Iteration 9Q (89103.780000 sec): 3 clusters
  Score: Raw -147320.205011 + Penalty 2315.193655 = -145005.011356
  nChanged 24
		SP:Iteration 10Q (89103.950000 sec): 3 clusters
  Score: Raw -147343.985947 + Penalty 2315.193655 = -145028.792292
  nChanged 13
		SP:Iteration 11Q (89104.130000 sec): 3 clusters
  Score: Raw -147355.808387 + Penalty 2315.193655 = -145040.614732
  nChanged 14
		SP:Iteration 12Q (89104.300000 sec): 3 clusters
  Score: Raw -147369.584556 + Penalty 2315.193655 = -145054.390901
  nChanged 14
		SP:Iteration 13Q (89104.480000 sec): 3 clusters
  Score: Raw -147382.310821 + Penalty 2315.193655 = -145067.117166
  nChanged 17
		SP:Iteration 14Q (89104.660000 sec): 3 clusters
  Score: Raw -147401.701996 + Penalty 2315.193655 = -145086.508341
  nChanged 17
		SP:Iteration 15Q (89104.830000 sec): 3 clusters
  Score: Raw -147419.375457 + Penalty 2315.193655 = -145104.181802
  nChanged 11
		SP:Iteration 16Q (89105.010000 sec): 3 clusters
  Score: Raw -147434.181398 + Penalty 2315.193655 = -145118.987743
  nChanged 9
		SP:Iteration 17Q (89105.180000 sec): 3 clusters
  Score: Raw -147440.083207 + Penalty 2315.193655 = -145124.889552
  nChanged 5
		SP:Iteration 18Q (89105.360000 sec): 3 clusters
  Score: Raw -147446.656851 + Penalty 2315.193655 = -145131.463196
  nChanged 7
		SP:Iteration 19Q (89105.540000 sec): 3 clusters
  Score: Raw -147455.472718 + Penalty 2315.193655 = -145140.279063
  nChanged 4
		SP:Iteration 20F (89105.710000 sec): 3 clusters
  Score: Raw -147459.458976 + Penalty 2315.193655 = -145144.265320
  nChanged 3
		SP:Iteration 21Q (89105.890000 sec): 3 clusters
  Score: Raw -147461.847467 + Penalty 2315.193655 = -145146.653812
  nChanged 0
		SP:Iteration 22F (89106.060000 sec): 3 clusters
  Score: Raw -147461.847467 + Penalty 2315.193655 = -145146.653812
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 28 (533 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (89106.150000 sec): 2 clusters
  Score: Raw -65486.769550 + Penalty 1020.259731 = -64466.509819
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (89106.330000 sec): 3 clusters
  Score: Raw -65406.939458 + Penalty 2040.519463 = -63366.419995
  nChanged 123
		SP:Iteration 1F (89106.500000 sec): 3 clusters
  Score: Raw -65582.958840 + Penalty 2040.519463 = -63542.439378
  nChanged 32
		SP:Iteration 2F (89106.680000 sec): 3 clusters
  Score: Raw -65620.495287 + Penalty 2040.519463 = -63579.975824
  nChanged 14
		SP:Iteration 3Q (89106.860000 sec): 3 clusters
  Score: Raw -65652.240605 + Penalty 2040.519463 = -63611.721143
  nChanged 10
		SP:Iteration 4Q (89107.030000 sec): 3 clusters
  Score: Raw -65670.599735 + Penalty 2040.519463 = -63630.080272
  nChanged 12
		SP:Iteration 5Q (89107.200000 sec): 3 clusters
  Score: Raw -65698.250531 + Penalty 2040.519463 = -63657.731068
  nChanged 9
		SP:Iteration 6Q (89107.370000 sec): 3 clusters
  Score: Raw -65767.317241 + Penalty 2040.519463 = -63726.797778
  nChanged 14
		SP:Iteration 7Q (89107.530000 sec): 3 clusters
  Score: Raw -65801.686686 + Penalty 2040.519463 = -63761.167223
  nChanged 13
		SP:Iteration 8Q (89107.670000 sec): 3 clusters
  Score: Raw -65825.070760 + Penalty 2040.519463 = -63784.551297
  nChanged 11
		SP:Iteration 9Q (89107.720000 sec): 3 clusters
  Score: Raw -65847.300564 + Penalty 2040.519463 = -63806.781101
  nChanged 5
		SP:Iteration 10Q (89107.740000 sec): 3 clusters
  Score: Raw -65855.586002 + Penalty 2040.519463 = -63815.066539
  nChanged 5
		SP:Iteration 11Q (89107.760000 sec): 3 clusters
  Score: Raw -65860.751192 + Penalty 2040.519463 = -63820.231729
  nChanged 2
		SP:Iteration 12Q (89107.770000 sec): 3 clusters
  Score: Raw -65865.904519 + Penalty 2040.519463 = -63825.385057
  nChanged 4
		SP:Iteration 13Q (89107.790000 sec): 3 clusters
  Score: Raw -65874.592526 + Penalty 2040.519463 = -63834.073063
  nChanged 1
		SP:Iteration 14Q (89107.810000 sec): 3 clusters
  Score: Raw -65876.062467 + Penalty 2040.519463 = -63835.543004
  nChanged 0
		SP:Iteration 15F (89107.820000 sec): 3 clusters
  Score: Raw -65876.062467 + Penalty 2040.519463 = -63835.543004
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 29 (245 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (89107.850000 sec): 2 clusters
  Score: Raw -26531.062873 + Penalty 893.954459 = -25637.108414
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (89107.860000 sec): 3 clusters
  Score: Raw -26649.071230 + Penalty 1787.908918 = -24861.162312
  nChanged 53
		SP:Iteration 1F (89107.870000 sec): 3 clusters
  Score: Raw -26867.463359 + Penalty 1787.908918 = -25079.554440
  nChanged 22
		SP:Iteration 2F (89107.870000 sec): 3 clusters
  Score: Raw -26983.272349 + Penalty 1787.908918 = -25195.363430
  nChanged 12
		SP:Iteration 3Q (89107.880000 sec): 3 clusters
  Score: Raw -27074.312242 + Penalty 1787.908918 = -25286.403323
  nChanged 6
		SP:Iteration 4Q (89107.890000 sec): 3 clusters
  Score: Raw -27160.625604 + Penalty 1787.908918 = -25372.716686
  nChanged 2
		SP:Iteration 5Q (89107.900000 sec): 3 clusters
  Score: Raw -27215.818193 + Penalty 1787.908918 = -25427.909274
  nChanged 4
		SP:Iteration 6Q (89107.910000 sec): 3 clusters
  Score: Raw -27246.647610 + Penalty 1787.908918 = -25458.738692
  nChanged 5
		SP:Iteration 7Q (89107.910000 sec): 3 clusters
  Score: Raw -27270.951946 + Penalty 1787.908918 = -25483.043028
  nChanged 4
		SP:Iteration 8Q (89107.920000 sec): 3 clusters
  Score: Raw -27311.674432 + Penalty 1787.908918 = -25523.765514
  nChanged 3
		SP:Iteration 9Q (89107.930000 sec): 3 clusters
  Score: Raw -27340.443882 + Penalty 1787.908918 = -25552.534963
  nChanged 2
		SP:Iteration 10Q (89107.940000 sec): 3 clusters
  Score: Raw -27352.010515 + Penalty 1787.908918 = -25564.101597
  nChanged 2
		SP:Iteration 11Q (89107.950000 sec): 3 clusters
  Score: Raw -27369.619857 + Penalty 1787.908918 = -25581.710938
  nChanged 0
		SP:Iteration 12F (89107.950000 sec): 3 clusters
  Score: Raw -27371.882951 + Penalty 1787.908918 = -25583.974032
  nChanged 1
		SP:Iteration 13Q (89107.960000 sec): 3 clusters
  Score: Raw -27380.841864 + Penalty 1787.908918 = -25592.932946
  nChanged 0
		SP:Iteration 14F (89107.970000 sec): 3 clusters
  Score: Raw -27380.841864 + Penalty 1787.908918 = -25592.932946
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 30 (2801 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (89108.030000 sec): 2 clusters
  Score: Raw -329569.182100 + Penalty 1289.881413 = -328279.300686
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (89108.090000 sec): 3 clusters
  Score: Raw -328263.298228 + Penalty 2579.762827 = -325683.535401
  nChanged 1082
		SP:Iteration 1F (89108.140000 sec): 3 clusters
  Score: Raw -328958.120322 + Penalty 2579.762827 = -326378.357495
  nChanged 214
		SP:Iteration 2F (89108.200000 sec): 3 clusters
  Score: Raw -329085.854574 + Penalty 2579.762827 = -326506.091747
  nChanged 135
		SP:Iteration 3Q (89108.250000 sec): 3 clusters
  Score: Raw -329153.714923 + Penalty 2579.762827 = -326573.952096
  nChanged 96
		SP:Iteration 4Q (89108.310000 sec): 3 clusters
  Score: Raw -329218.841561 + Penalty 2579.762827 = -326639.078734
  nChanged 91
		SP:Iteration 5Q (89108.360000 sec): 3 clusters
  Score: Raw -329287.841218 + Penalty 2579.762827 = -326708.078391
  nChanged 100
		SP:Iteration 6Q (89108.410000 sec): 3 clusters
  Score: Raw -329370.927582 + Penalty 2579.762827 = -326791.164755
  nChanged 104
		SP:Iteration 7Q (89108.470000 sec): 3 clusters
  Score: Raw -329448.606192 + Penalty 2579.762827 = -326868.843365
  nChanged 97
		SP:Iteration 8Q (89108.520000 sec): 3 clusters
  Score: Raw -329523.491197 + Penalty 2579.762827 = -326943.728370
  nChanged 95
		SP:Iteration 9Q (89108.570000 sec): 3 clusters
  Score: Raw -329603.036612 + Penalty 2579.762827 = -327023.273785
  nChanged 91
		SP:Iteration 10Q (89108.620000 sec): 3 clusters
  Score: Raw -329692.260331 + Penalty 2579.762827 = -327112.497504
  nChanged 74
		SP:Iteration 11Q (89108.680000 sec): 3 clusters
  Score: Raw -329749.524209 + Penalty 2579.762827 = -327169.761382
  nChanged 68
		SP:Iteration 12Q (89108.730000 sec): 3 clusters
  Score: Raw -329804.685698 + Penalty 2579.762827 = -327224.922871
  nChanged 62
		SP:Iteration 13Q (89108.780000 sec): 3 clusters
  Score: Raw -329851.784507 + Penalty 2579.762827 = -327272.021680
  nChanged 80
		SP:Iteration 14Q (89108.830000 sec): 3 clusters
  Score: Raw -329913.074040 + Penalty 2579.762827 = -327333.311213
  nChanged 60
		SP:Iteration 15Q (89108.880000 sec): 3 clusters
  Score: Raw -329947.512136 + Penalty 2579.762827 = -327367.749309
  nChanged 53
		SP:Iteration 16Q (89108.930000 sec): 3 clusters
  Score: Raw -329990.326460 + Penalty 2579.762827 = -327410.563633
  nChanged 54
		SP:Iteration 17Q (89108.970000 sec): 3 clusters
  Score: Raw -330028.851997 + Penalty 2579.762827 = -327449.089170
  nChanged 48
		SP:Iteration 18Q (89109.030000 sec): 3 clusters
  Score: Raw -330069.889128 + Penalty 2579.762827 = -327490.126301
  nChanged 51
		SP:Iteration 19Q (89109.070000 sec): 3 clusters
  Score: Raw -330116.556811 + Penalty 2579.762827 = -327536.793984
  nChanged 60
		SP:Iteration 20F (89109.120000 sec): 3 clusters
  Score: Raw -330173.112401 + Penalty 2579.762827 = -327593.349574
  nChanged 61
		SP:Iteration 21Q (89109.170000 sec): 3 clusters
  Score: Raw -330227.706989 + Penalty 2579.762827 = -327647.944162
  nChanged 48
		SP:Iteration 22Q (89109.220000 sec): 3 clusters
  Score: Raw -330271.033387 + Penalty 2579.762827 = -327691.270560
  nChanged 51
		SP:Iteration 23Q (89109.270000 sec): 3 clusters
  Score: Raw -330324.393994 + Penalty 2579.762827 = -327744.631167
  nChanged 46
		SP:Iteration 24Q (89109.320000 sec): 3 clusters
  Score: Raw -330361.312077 + Penalty 2579.762827 = -327781.549250
  nChanged 27
		SP:Iteration 25Q (89109.370000 sec): 3 clusters
  Score: Raw -330387.340017 + Penalty 2579.762827 = -327807.577190
  nChanged 16
		SP:Iteration 26Q (89109.420000 sec): 3 clusters
  Score: Raw -330401.003427 + Penalty 2579.762827 = -327821.240600
  nChanged 16
		SP:Iteration 27Q (89109.470000 sec): 3 clusters
  Score: Raw -330413.899837 + Penalty 2579.762827 = -327834.137010
  nChanged 16
		SP:Iteration 28Q (89109.520000 sec): 3 clusters
  Score: Raw -330423.857030 + Penalty 2579.762827 = -327844.094204
  nChanged 7
		SP:Iteration 29Q (89109.570000 sec): 3 clusters
  Score: Raw -330426.405712 + Penalty 2579.762827 = -327846.642885
  nChanged 3
		SP:Iteration 30Q (89109.610000 sec): 3 clusters
  Score: Raw -330427.233949 + Penalty 2579.762827 = -327847.471122
  nChanged 1
		SP:Iteration 31Q (89109.660000 sec): 3 clusters
  Score: Raw -330427.659813 + Penalty 2579.762827 = -327847.896986
  nChanged 1
		SP:Iteration 32Q (89109.710000 sec): 3 clusters
  Score: Raw -330428.085649 + Penalty 2579.762827 = -327848.322822
  nChanged 0
		SP:Iteration 33F (89109.760000 sec): 3 clusters
  Score: Raw -330428.085649 + Penalty 2579.762827 = -327848.322822
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 31 (4449 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (89109.880000 sec): 2 clusters
  Score: Raw -599049.730950 + Penalty 1365.070628 = -597684.660323
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (89110.060000 sec): 3 clusters
  Score: Raw -596794.185540 + Penalty 2730.141255 = -594064.044285
  nChanged 1812
		SP:Iteration 1F (89110.230000 sec): 3 clusters
  Score: Raw -597820.397943 + Penalty 2730.141255 = -595090.256688
  nChanged 346
		SP:Iteration 2F (89110.410000 sec): 3 clusters
  Score: Raw -598018.007072 + Penalty 2730.141255 = -595287.865817
  nChanged 241
		SP:Iteration 3F (89110.590000 sec): 3 clusters
  Score: Raw -598141.742192 + Penalty 2730.141255 = -595411.600937
  nChanged 175
		SP:Iteration 4Q (89110.760000 sec): 3 clusters
  Score: Raw -598234.462340 + Penalty 2730.141255 = -595504.321085
  nChanged 175
		SP:Iteration 5Q (89110.940000 sec): 3 clusters
  Score: Raw -598329.270949 + Penalty 2730.141255 = -595599.129694
  nChanged 147
		SP:Iteration 6Q (89111.110000 sec): 3 clusters
  Score: Raw -598401.912538 + Penalty 2730.141255 = -595671.771283
  nChanged 129
		SP:Iteration 7Q (89111.290000 sec): 3 clusters
  Score: Raw -598463.901501 + Penalty 2730.141255 = -595733.760246
  nChanged 114
		SP:Iteration 8Q (89111.470000 sec): 3 clusters
  Score: Raw -598526.994057 + Penalty 2730.141255 = -595796.852802
  nChanged 99
		SP:Iteration 9Q (89111.640000 sec): 3 clusters
  Score: Raw -598574.468301 + Penalty 2730.141255 = -595844.327046
  nChanged 91
		SP:Iteration 10Q (89111.820000 sec): 3 clusters
  Score: Raw -598624.787648 + Penalty 2730.141255 = -595894.646393
  nChanged 86
		SP:Iteration 11Q (89111.990000 sec): 3 clusters
  Score: Raw -598672.159536 + Penalty 2730.141255 = -595942.018281
  nChanged 80
		SP:Iteration 12Q (89112.170000 sec): 3 clusters
  Score: Raw -598716.550868 + Penalty 2730.141255 = -595986.409613
  nChanged 81
		SP:Iteration 13Q (89112.350000 sec): 3 clusters
  Score: Raw -598766.882573 + Penalty 2730.141255 = -596036.741318
  nChanged 68
		SP:Iteration 14Q (89112.520000 sec): 3 clusters
  Score: Raw -598813.335381 + Penalty 2730.141255 = -596083.194126
  nChanged 76
		SP:Iteration 15Q (89112.690000 sec): 3 clusters
  Score: Raw -598854.762935 + Penalty 2730.141255 = -596124.621680
  nChanged 62
		SP:Iteration 16Q (89112.870000 sec): 3 clusters
  Score: Raw -598890.870697 + Penalty 2730.141255 = -596160.729442
  nChanged 61
		SP:Iteration 17Q (89113.050000 sec): 3 clusters
  Score: Raw -598938.282305 + Penalty 2730.141255 = -596208.141050
  nChanged 59
		SP:Iteration 18Q (89113.210000 sec): 3 clusters
  Score: Raw -598974.789581 + Penalty 2730.141255 = -596244.648326
  nChanged 53
		SP:Iteration 19Q (89113.400000 sec): 3 clusters
  Score: Raw -599010.311688 + Penalty 2730.141255 = -596280.170433
  nChanged 49
		SP:Iteration 20F (89113.570000 sec): 3 clusters
  Score: Raw -599042.930463 + Penalty 2730.141255 = -596312.789208
  nChanged 50
		SP:Iteration 21Q (89113.750000 sec): 3 clusters
  Score: Raw -599078.015713 + Penalty 2730.141255 = -596347.874458
  nChanged 48
		SP:Iteration 22Q (89113.930000 sec): 3 clusters
  Score: Raw -599115.938020 + Penalty 2730.141255 = -596385.796765
  nChanged 42
		SP:Iteration 23Q (89114.150000 sec): 3 clusters
  Score: Raw -599146.374349 + Penalty 2730.141255 = -596416.233094
  nChanged 41
		SP:Iteration 24Q (89114.320000 sec): 3 clusters
  Score: Raw -599177.167698 + Penalty 2730.141255 = -596447.026443
  nChanged 37
		SP:Iteration 25Q (89114.500000 sec): 3 clusters
  Score: Raw -599207.103201 + Penalty 2730.141255 = -596476.961946
  nChanged 31
		SP:Iteration 26Q (89114.670000 sec): 3 clusters
  Score: Raw -599234.918060 + Penalty 2730.141255 = -596504.776804
  nChanged 27
		SP:Iteration 27Q (89114.850000 sec): 3 clusters
  Score: Raw -599262.025658 + Penalty 2730.141255 = -596531.884403
  nChanged 31
		SP:Iteration 28Q (89115.030000 sec): 3 clusters
  Score: Raw -599291.515279 + Penalty 2730.141255 = -596561.374024
  nChanged 31
		SP:Iteration 29Q (89115.200000 sec): 3 clusters
  Score: Raw -599316.977765 + Penalty 2730.141255 = -596586.836510
  nChanged 22
		SP:Iteration 30Q (89115.380000 sec): 3 clusters
  Score: Raw -599332.746772 + Penalty 2730.141255 = -596602.605517
  nChanged 17
		SP:Iteration 31Q (89115.550000 sec): 3 clusters
  Score: Raw -599351.960112 + Penalty 2730.141255 = -596621.818857
  nChanged 20
		SP:Iteration 32Q (89115.730000 sec): 3 clusters
  Score: Raw -599370.963111 + Penalty 2730.141255 = -596640.821856
  nChanged 18
		SP:Iteration 33Q (89115.900000 sec): 3 clusters
  Score: Raw -599389.756800 + Penalty 2730.141255 = -596659.615545
  nChanged 22
		SP:Iteration 34Q (89116.080000 sec): 3 clusters
  Score: Raw -599416.574878 + Penalty 2730.141255 = -596686.433623
  nChanged 21
		SP:Iteration 35Q (89116.250000 sec): 3 clusters
  Score: Raw -599433.795478 + Penalty 2730.141255 = -596703.654223
  nChanged 18
		SP:Iteration 36Q (89116.430000 sec): 3 clusters
  Score: Raw -599451.968917 + Penalty 2730.141255 = -596721.827662
  nChanged 19
		SP:Iteration 37Q (89116.610000 sec): 3 clusters
  Score: Raw -599473.759244 + Penalty 2730.141255 = -596743.617989
  nChanged 17
		SP:Iteration 38Q (89116.780000 sec): 3 clusters
  Score: Raw -599489.781299 + Penalty 2730.141255 = -596759.640044
  nChanged 16
		SP:Iteration 39Q (89116.960000 sec): 3 clusters
  Score: Raw -599512.293380 + Penalty 2730.141255 = -596782.152125
  nChanged 18
		SP:Iteration 40F (89117.130000 sec): 3 clusters
  Score: Raw -599533.490270 + Penalty 2730.141255 = -596803.349015
  nChanged 28
		SP:Iteration 41Q (89117.310000 sec): 3 clusters
  Score: Raw -599568.719986 + Penalty 2730.141255 = -596838.578731
  nChanged 28
		SP:Iteration 42Q (89117.490000 sec): 3 clusters
  Score: Raw -599601.849848 + Penalty 2730.141255 = -596871.708593
  nChanged 26
		SP:Iteration 43Q (89117.660000 sec): 3 clusters
  Score: Raw -599628.179185 + Penalty 2730.141255 = -596898.037930
  nChanged 22
		SP:Iteration 44Q (89117.840000 sec): 3 clusters
  Score: Raw -599648.065245 + Penalty 2730.141255 = -596917.923990
  nChanged 22
		SP:Iteration 45Q (89118.010000 sec): 3 clusters
  Score: Raw -599671.842550 + Penalty 2730.141255 = -596941.701295
  nChanged 24
		SP:Iteration 46Q (89118.190000 sec): 3 clusters
  Score: Raw -599697.276331 + Penalty 2730.141255 = -596967.135076
  nChanged 22
		SP:Iteration 47Q (89118.370000 sec): 3 clusters
  Score: Raw -599723.687111 + Penalty 2730.141255 = -596993.545856
  nChanged 32
		SP:Iteration 48Q (89118.540000 sec): 3 clusters
  Score: Raw -599754.143210 + Penalty 2730.141255 = -597024.001955
  nChanged 35
		SP:Iteration 49Q (89118.720000 sec): 3 clusters
  Score: Raw -599787.117763 + Penalty 2730.141255 = -597056.976508
  nChanged 27
		SP:Iteration 50Q (89118.890000 sec): 3 clusters
  Score: Raw -599816.470876 + Penalty 2730.141255 = -597086.329621
  nChanged 28
		SP:Iteration 51Q (89119.070000 sec): 3 clusters
  Score: Raw -599850.505133 + Penalty 2730.141255 = -597120.363878
  nChanged 32
		SP:Iteration 52Q (89119.240000 sec): 3 clusters
  Score: Raw -599875.946179 + Penalty 2730.141255 = -597145.804924
  nChanged 23
		SP:Iteration 53Q (89119.420000 sec): 3 clusters
  Score: Raw -599895.038220 + Penalty 2730.141255 = -597164.896965
  nChanged 15
		SP:Iteration 54Q (89119.590000 sec): 3 clusters
  Score: Raw -599907.235571 + Penalty 2730.141255 = -597177.094316
  nChanged 7
		SP:Iteration 55Q (89119.770000 sec): 3 clusters
  Score: Raw -599916.112102 + Penalty 2730.141255 = -597185.970847
  nChanged 14
		SP:Iteration 56Q (89119.950000 sec): 3 clusters
  Score: Raw -599929.809973 + Penalty 2730.141255 = -597199.668718
  nChanged 13
		SP:Iteration 57Q (89120.120000 sec): 3 clusters
  Score: Raw -599945.439679 + Penalty 2730.141255 = -597215.298424
  nChanged 13
		SP:Iteration 58Q (89120.300000 sec): 3 clusters
  Score: Raw -599954.168806 + Penalty 2730.141255 = -597224.027551
  nChanged 9
		SP:Iteration 59Q (89120.470000 sec): 3 clusters
  Score: Raw -599958.736982 + Penalty 2730.141255 = -597228.595727
  nChanged 5
		SP:Iteration 60F (89120.650000 sec): 3 clusters
  Score: Raw -599960.908771 + Penalty 2730.141255 = -597230.767516
  nChanged 4
		SP:Iteration 61Q (89120.830000 sec): 3 clusters
  Score: Raw -599962.864797 + Penalty 2730.141255 = -597232.723542
  nChanged 2
		SP:Iteration 62Q (89121.000000 sec): 3 clusters
  Score: Raw -599963.576871 + Penalty 2730.141255 = -597233.435616
  nChanged 1
		SP:Iteration 63Q (89121.180000 sec): 3 clusters
  Score: Raw -599963.815536 + Penalty 2730.141255 = -597233.674281
  nChanged 1
		SP:Iteration 64Q (89121.350000 sec): 3 clusters
  Score: Raw -599964.918335 + Penalty 2730.141255 = -597234.777080
  nChanged 2
		SP:Iteration 65Q (89121.530000 sec): 3 clusters
  Score: Raw -599966.046300 + Penalty 2730.141255 = -597235.905045
  nChanged 2
		SP:Iteration 66Q (89121.710000 sec): 3 clusters
  Score: Raw -599967.721318 + Penalty 2730.141255 = -597237.580063
  nChanged 1
		SP:Iteration 67Q (89121.880000 sec): 3 clusters
  Score: Raw -599967.957711 + Penalty 2730.141255 = -597237.816456
  nChanged 1
		SP:Iteration 68Q (89122.050000 sec): 3 clusters
  Score: Raw -599968.333997 + Penalty 2730.141255 = -597238.192742
  nChanged 1
		SP:Iteration 69Q (89122.230000 sec): 3 clusters
  Score: Raw -599968.553676 + Penalty 2730.141255 = -597238.412421
  nChanged 0
		SP:Iteration 70F (89122.410000 sec): 3 clusters
  Score: Raw -599968.553676 + Penalty 2730.141255 = -597238.412421
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 32 (205 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (89122.490000 sec): 2 clusters
  Score: Raw -23116.437798 + Penalty 864.989122 = -22251.448676
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (89122.670000 sec): 3 clusters
  Score: Raw -23203.078516 + Penalty 1729.978243 = -21473.100273
  nChanged 21
		SP:Iteration 1F (89122.840000 sec): 3 clusters
  Score: Raw -23262.106484 + Penalty 1729.978243 = -21532.128241
  nChanged 8
		SP:Iteration 2Q (89123.020000 sec): 3 clusters
  Score: Raw -23290.746255 + Penalty 1729.978243 = -21560.768012
  nChanged 5
		SP:Iteration 3Q (89123.190000 sec): 3 clusters
  Score: Raw -23312.692424 + Penalty 1729.978243 = -21582.714180
  nChanged 3
		SP:Iteration 4Q (89123.370000 sec): 3 clusters
  Score: Raw -23319.446436 + Penalty 1729.978243 = -21589.468193
  nChanged 2
		SP:Iteration 5Q (89123.550000 sec): 3 clusters
  Score: Raw -23325.767471 + Penalty 1729.978243 = -21595.789228
  nChanged 2
		SP:Iteration 6Q (89123.720000 sec): 3 clusters
  Score: Raw -23334.943095 + Penalty 1729.978243 = -21604.964852
  nChanged 0
		SP:Iteration 7F (89123.900000 sec): 3 clusters
  Score: Raw -23334.943095 + Penalty 1729.978243 = -21604.964852
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 33 (330 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (89123.990000 sec): 2 clusters
  Score: Raw -30235.364096 + Penalty 942.352556 = -29293.011540
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (89124.160000 sec): 3 clusters
  Score: Raw -30364.678291 + Penalty 1884.705113 = -28479.973178
  nChanged 71
		SP:Iteration 1F (89124.340000 sec): 3 clusters
  Score: Raw -30535.103025 + Penalty 1884.705113 = -28650.397913
  nChanged 29
		SP:Iteration 2F (89124.510000 sec): 3 clusters
  Score: Raw -30660.270344 + Penalty 1884.705113 = -28775.565232
  nChanged 21
		SP:Iteration 3F (89124.690000 sec): 3 clusters
  Score: Raw -30882.634406 + Penalty 1884.705113 = -28997.929293
  nChanged 18
		SP:Iteration 4F (89124.870000 sec): 3 clusters
  Score: Raw -31048.243890 + Penalty 1884.705113 = -29163.538777
  nChanged 15
		SP:Iteration 5Q (89125.040000 sec): 3 clusters
  Score: Raw -31104.883037 + Penalty 1884.705113 = -29220.177924
  nChanged 7
		SP:Iteration 6Q (89125.220000 sec): 3 clusters
  Score: Raw -31131.066524 + Penalty 1884.705113 = -29246.361411
  nChanged 2
		SP:Iteration 7Q (89125.400000 sec): 3 clusters
  Score: Raw -31134.731598 + Penalty 1884.705113 = -29250.026485
  nChanged 0
		SP:Iteration 8F (89125.570000 sec): 3 clusters
  Score: Raw -31134.731598 + Penalty 1884.705113 = -29250.026485
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 34 (14999 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (89125.750000 sec): 2 clusters
  Score: Raw -1810175.205915 + Penalty 1562.557557 = -1808612.648358
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (89126.020000 sec): 3 clusters
  Score: Raw -1801349.723141 + Penalty 3125.115114 = -1798224.608027
  nChanged 6657
		SP:Iteration 1F (89126.290000 sec): 3 clusters
  Score: Raw -1804984.748062 + Penalty 3125.115114 = -1801859.632948
  nChanged 785
		SP:Iteration 2F (89126.560000 sec): 3 clusters
  Score: Raw -1805254.909680 + Penalty 3125.115114 = -1802129.794567
  nChanged 659
		SP:Iteration 3Q (89126.820000 sec): 3 clusters
  Score: Raw -1805480.972392 + Penalty 3125.115114 = -1802355.857279
  nChanged 613
		SP:Iteration 4Q (89127.090000 sec): 3 clusters
  Score: Raw -1805713.701523 + Penalty 3125.115114 = -1802588.586409
  nChanged 614
		SP:Iteration 5Q (89127.360000 sec): 3 clusters
  Score: Raw -1805966.842984 + Penalty 3125.115114 = -1802841.727870
  nChanged 651
		SP:Iteration 6Q (89127.640000 sec): 3 clusters
  Score: Raw -1806239.420567 + Penalty 3125.115114 = -1803114.305453
  nChanged 670
		SP:Iteration 7Q (89127.910000 sec): 3 clusters
  Score: Raw -1806533.668268 + Penalty 3125.115114 = -1803408.553155
  nChanged 659
		SP:Iteration 8Q (89128.100000 sec): 3 clusters
  Score: Raw -1806842.963384 + Penalty 3125.115114 = -1803717.848271
  nChanged 644
		SP:Iteration 9Q (89128.420000 sec): 3 clusters
  Score: Raw -1807167.984388 + Penalty 3125.115114 = -1804042.869274
  nChanged 615
		SP:Iteration 10Q (89128.650000 sec): 3 clusters
  Score: Raw -1807540.931572 + Penalty 3125.115114 = -1804415.816459
  nChanged 628
		SP:Iteration 11Q (89128.920000 sec): 3 clusters
  Score: Raw -1807979.668095 + Penalty 3125.115114 = -1804854.552981
  nChanged 588
		SP:Iteration 12Q (89129.200000 sec): 3 clusters
  Score: Raw -1808443.824447 + Penalty 3125.115114 = -1805318.709333
  nChanged 490
		SP:Iteration 13Q (89129.470000 sec): 3 clusters
  Score: Raw -1808846.588455 + Penalty 3125.115114 = -1805721.473341
  nChanged 429
		SP:Iteration 14Q (89129.740000 sec): 3 clusters
  Score: Raw -1809159.742293 + Penalty 3125.115114 = -1806034.627179
  nChanged 327
		SP:Iteration 15Q (89130.010000 sec): 3 clusters
  Score: Raw -1809391.499877 + Penalty 3125.115114 = -1806266.384764
  nChanged 250
		SP:Iteration 16Q (89130.290000 sec): 3 clusters
  Score: Raw -1809548.587729 + Penalty 3125.115114 = -1806423.472616
  nChanged 224
		SP:Iteration 17Q (89130.560000 sec): 3 clusters
  Score: Raw -1809677.568912 + Penalty 3125.115114 = -1806552.453798
  nChanged 191
		SP:Iteration 18Q (89130.840000 sec): 3 clusters
  Score: Raw -1809788.487693 + Penalty 3125.115114 = -1806663.372580
  nChanged 146
		SP:Iteration 19Q (89131.010000 sec): 3 clusters
  Score: Raw -1809863.046885 + Penalty 3125.115114 = -1806737.931771
  nChanged 130
		SP:Iteration 20F (89131.190000 sec): 3 clusters
  Score: Raw -1809928.786196 + Penalty 3125.115114 = -1806803.671082
  nChanged 123
		SP:Iteration 21Q (89131.450000 sec): 3 clusters
  Score: Raw -1809991.611980 + Penalty 3125.115114 = -1806866.496866
  nChanged 118
		SP:Iteration 22Q (89131.720000 sec): 3 clusters
  Score: Raw -1810049.341380 + Penalty 3125.115114 = -1806924.226266
  nChanged 106
		SP:Iteration 23Q (89131.950000 sec): 3 clusters
  Score: Raw -1810091.785813 + Penalty 3125.115114 = -1806966.670700
  nChanged 75
		SP:Iteration 24Q (89132.220000 sec): 3 clusters
  Score: Raw -1810122.571996 + Penalty 3125.115114 = -1806997.456882
  nChanged 71
		SP:Iteration 25Q (89132.500000 sec): 3 clusters
  Score: Raw -1810154.598024 + Penalty 3125.115114 = -1807029.482910
  nChanged 69
		SP:Iteration 26Q (89132.730000 sec): 3 clusters
  Score: Raw -1810189.693718 + Penalty 3125.115114 = -1807064.578605
  nChanged 62
		SP:Iteration 27Q (89132.960000 sec): 3 clusters
  Score: Raw -1810217.753177 + Penalty 3125.115114 = -1807092.638063
  nChanged 57
		SP:Iteration 28Q (89133.230000 sec): 3 clusters
  Score: Raw -1810238.670292 + Penalty 3125.115114 = -1807113.555179
  nChanged 38
		SP:Iteration 29Q (89133.500000 sec): 3 clusters
  Score: Raw -1810250.032377 + Penalty 3125.115114 = -1807124.917264
  nChanged 24
		SP:Iteration 30Q (89133.770000 sec): 3 clusters
  Score: Raw -1810256.770965 + Penalty 3125.115114 = -1807131.655852
  nChanged 21
		SP:Iteration 31Q (89134.040000 sec): 3 clusters
  Score: Raw -1810262.073486 + Penalty 3125.115114 = -1807136.958373
  nChanged 19
		SP:Iteration 32Q (89134.310000 sec): 3 clusters
  Score: Raw -1810268.438547 + Penalty 3125.115114 = -1807143.323433
  nChanged 21
		SP:Iteration 33Q (89134.580000 sec): 3 clusters
  Score: Raw -1810275.303388 + Penalty 3125.115114 = -1807150.188274
  nChanged 23
		SP:Iteration 34Q (89134.850000 sec): 3 clusters
  Score: Raw -1810284.521957 + Penalty 3125.115114 = -1807159.406844
  nChanged 26
		SP:Iteration 35Q (89135.120000 sec): 3 clusters
  Score: Raw -1810292.398453 + Penalty 3125.115114 = -1807167.283339
  nChanged 24
		SP:Iteration 36Q (89135.390000 sec): 3 clusters
  Score: Raw -1810301.536053 + Penalty 3125.115114 = -1807176.420939
  nChanged 30
		SP:Iteration 37Q (89135.660000 sec): 3 clusters
  Score: Raw -1810311.067783 + Penalty 3125.115114 = -1807185.952670
  nChanged 23
		SP:Iteration 38Q (89135.940000 sec): 3 clusters
  Score: Raw -1810319.106671 + Penalty 3125.115114 = -1807193.991558
  nChanged 17
		SP:Iteration 39Q (89136.200000 sec): 3 clusters
  Score: Raw -1810324.000193 + Penalty 3125.115114 = -1807198.885079
  nChanged 12
		SP:Iteration 40F (89136.480000 sec): 3 clusters
  Score: Raw -1810327.193063 + Penalty 3125.115114 = -1807202.077949
  nChanged 8
		SP:Iteration 41Q (89136.750000 sec): 3 clusters
  Score: Raw -1810329.328204 + Penalty 3125.115114 = -1807204.213091
  nChanged 7
		SP:Iteration 42Q (89137.020000 sec): 3 clusters
  Score: Raw -1810331.874105 + Penalty 3125.115114 = -1807206.758991
  nChanged 10
		SP:Iteration 43Q (89137.280000 sec): 3 clusters
  Score: Raw -1810335.034150 + Penalty 3125.115114 = -1807209.919037
  nChanged 10
		SP:Iteration 44Q (89137.560000 sec): 3 clusters
  Score: Raw -1810338.016663 + Penalty 3125.115114 = -1807212.901549
  nChanged 7
		SP:Iteration 45Q (89137.870000 sec): 3 clusters
  Score: Raw -1810340.281909 + Penalty 3125.115114 = -1807215.166795
  nChanged 6
		SP:Iteration 46Q (89138.060000 sec): 3 clusters
  Score: Raw -1810342.361410 + Penalty 3125.115114 = -1807217.246296
  nChanged 9
		SP:Iteration 47Q (89138.290000 sec): 3 clusters
  Score: Raw -1810345.838708 + Penalty 3125.115114 = -1807220.723595
  nChanged 6
		SP:Iteration 48Q (89138.560000 sec): 3 clusters
  Score: Raw -1810349.337740 + Penalty 3125.115114 = -1807224.222626
  nChanged 6
		SP:Iteration 49Q (89138.840000 sec): 3 clusters
  Score: Raw -1810351.316566 + Penalty 3125.115114 = -1807226.201453
  nChanged 8
		SP:Iteration 50Q (89139.070000 sec): 3 clusters
  Score: Raw -1810353.822803 + Penalty 3125.115114 = -1807228.707689
  nChanged 7
		SP:Iteration 51Q (89139.300000 sec): 3 clusters
  Score: Raw -1810356.538781 + Penalty 3125.115114 = -1807231.423667
  nChanged 10
		SP:Iteration 52Q (89139.570000 sec): 3 clusters
  Score: Raw -1810360.595717 + Penalty 3125.115114 = -1807235.480604
  nChanged 7
		SP:Iteration 53Q (89139.800000 sec): 3 clusters
  Score: Raw -1810362.600496 + Penalty 3125.115114 = -1807237.485382
  nChanged 2
		SP:Iteration 54Q (89140.070000 sec): 3 clusters
  Score: Raw -1810363.050966 + Penalty 3125.115114 = -1807237.935852
  nChanged 2
		SP:Iteration 55Q (89140.300000 sec): 3 clusters
  Score: Raw -1810363.577502 + Penalty 3125.115114 = -1807238.462389
  nChanged 2
		SP:Iteration 56Q (89140.580000 sec): 3 clusters
  Score: Raw -1810363.919561 + Penalty 3125.115114 = -1807238.804447
  nChanged 1
		SP:Iteration 57Q (89140.810000 sec): 3 clusters
  Score: Raw -1810364.286029 + Penalty 3125.115114 = -1807239.170915
  nChanged 2
		SP:Iteration 58Q (89141.080000 sec): 3 clusters
  Score: Raw -1810364.843452 + Penalty 3125.115114 = -1807239.728338
  nChanged 3
		SP:Iteration 59Q (89141.310000 sec): 3 clusters
  Score: Raw -1810365.605578 + Penalty 3125.115114 = -1807240.490464
  nChanged 4
		SP:Iteration 60F (89141.580000 sec): 3 clusters
  Score: Raw -1810367.130206 + Penalty 3125.115114 = -1807242.015092
  nChanged 6
		SP:Iteration 61Q (89141.820000 sec): 3 clusters
  Score: Raw -1810369.228303 + Penalty 3125.115114 = -1807244.113190
  nChanged 8
		SP:Iteration 62Q (89142.090000 sec): 3 clusters
  Score: Raw -1810372.054565 + Penalty 3125.115114 = -1807246.939451
  nChanged 6
		SP:Iteration 63Q (89142.320000 sec): 3 clusters
  Score: Raw -1810373.148304 + Penalty 3125.115114 = -1807248.033190
  nChanged 2
		SP:Iteration 64Q (89142.510000 sec): 3 clusters
  Score: Raw -1810373.641757 + Penalty 3125.115114 = -1807248.526643
  nChanged 0
		SP:Iteration 65F (89142.730000 sec): 3 clusters
  Score: Raw -1810373.641757 + Penalty 3125.115114 = -1807248.526643
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 35 (2125 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (89142.850000 sec): 2 clusters
  Score: Raw -261999.260326 + Penalty 1244.998151 = -260754.262175
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (89142.890000 sec): 3 clusters
  Score: Raw -261083.573509 + Penalty 2489.996301 = -258593.577207
  nChanged 750
		SP:Iteration 1F (89142.930000 sec): 3 clusters
  Score: Raw -261554.157911 + Penalty 2489.996301 = -259064.161609
  nChanged 143
		SP:Iteration 2F (89142.980000 sec): 3 clusters
  Score: Raw -261654.940415 + Penalty 2489.996301 = -259164.944113
  nChanged 92
		SP:Iteration 3Q (89143.020000 sec): 3 clusters
  Score: Raw -261720.631926 + Penalty 2489.996301 = -259230.635625
  nChanged 64
		SP:Iteration 4Q (89143.060000 sec): 3 clusters
  Score: Raw -261758.890114 + Penalty 2489.996301 = -259268.893813
  nChanged 37
		SP:Iteration 5Q (89143.100000 sec): 3 clusters
  Score: Raw -261778.315126 + Penalty 2489.996301 = -259288.318824
  nChanged 25
		SP:Iteration 6Q (89143.140000 sec): 3 clusters
  Score: Raw -261793.111737 + Penalty 2489.996301 = -259303.115435
  nChanged 28
		SP:Iteration 7Q (89143.180000 sec): 3 clusters
  Score: Raw -261809.294035 + Penalty 2489.996301 = -259319.297733
  nChanged 27
		SP:Iteration 8Q (89143.220000 sec): 3 clusters
  Score: Raw -261823.151580 + Penalty 2489.996301 = -259333.155279
  nChanged 18
		SP:Iteration 9Q (89143.260000 sec): 3 clusters
  Score: Raw -261830.960326 + Penalty 2489.996301 = -259340.964025
  nChanged 27
		SP:Iteration 10Q (89143.310000 sec): 3 clusters
  Score: Raw -261843.245950 + Penalty 2489.996301 = -259353.249648
  nChanged 18
		SP:Iteration 11Q (89143.350000 sec): 3 clusters
  Score: Raw -261852.715225 + Penalty 2489.996301 = -259362.718924
  nChanged 15
		SP:Iteration 12Q (89143.390000 sec): 3 clusters
  Score: Raw -261861.257543 + Penalty 2489.996301 = -259371.261242
  nChanged 15
		SP:Iteration 13Q (89143.430000 sec): 3 clusters
  Score: Raw -261866.442325 + Penalty 2489.996301 = -259376.446023
  nChanged 13
		SP:Iteration 14Q (89143.470000 sec): 3 clusters
  Score: Raw -261872.374798 + Penalty 2489.996301 = -259382.378497
  nChanged 10
		SP:Iteration 15Q (89143.510000 sec): 3 clusters
  Score: Raw -261877.068179 + Penalty 2489.996301 = -259387.071878
  nChanged 11
		SP:Iteration 16Q (89143.550000 sec): 3 clusters
  Score: Raw -261881.062536 + Penalty 2489.996301 = -259391.066235
  nChanged 13
		SP:Iteration 17Q (89143.590000 sec): 3 clusters
  Score: Raw -261887.495140 + Penalty 2489.996301 = -259397.498838
  nChanged 10
		SP:Iteration 18Q (89143.630000 sec): 3 clusters
  Score: Raw -261894.511261 + Penalty 2489.996301 = -259404.514959
  nChanged 10
		SP:Iteration 19Q (89143.670000 sec): 3 clusters
  Score: Raw -261897.978902 + Penalty 2489.996301 = -259407.982601
  nChanged 8
		SP:Iteration 20F (89143.710000 sec): 3 clusters
  Score: Raw -261901.618954 + Penalty 2489.996301 = -259411.622652
  nChanged 11
		SP:Iteration 21Q (89143.760000 sec): 3 clusters
  Score: Raw -261905.129949 + Penalty 2489.996301 = -259415.133647
  nChanged 10
		SP:Iteration 22Q (89143.800000 sec): 3 clusters
  Score: Raw -261908.600822 + Penalty 2489.996301 = -259418.604520
  nChanged 11
		SP:Iteration 23Q (89143.840000 sec): 3 clusters
  Score: Raw -261912.310715 + Penalty 2489.996301 = -259422.314413
  nChanged 8
		SP:Iteration 24Q (89143.880000 sec): 3 clusters
  Score: Raw -261915.271156 + Penalty 2489.996301 = -259425.274855
  nChanged 4
		SP:Iteration 25Q (89143.920000 sec): 3 clusters
  Score: Raw -261918.838176 + Penalty 2489.996301 = -259428.841875
  nChanged 6
		SP:Iteration 26Q (89143.960000 sec): 3 clusters
  Score: Raw -261922.594385 + Penalty 2489.996301 = -259432.598084
  nChanged 4
		SP:Iteration 27Q (89144.000000 sec): 3 clusters
  Score: Raw -261923.839845 + Penalty 2489.996301 = -259433.843543
  nChanged 4
		SP:Iteration 28Q (89144.050000 sec): 3 clusters
  Score: Raw -261925.429398 + Penalty 2489.996301 = -259435.433097
  nChanged 5
		SP:Iteration 29Q (89144.090000 sec): 3 clusters
  Score: Raw -261927.281567 + Penalty 2489.996301 = -259437.285266
  nChanged 8
		SP:Iteration 30Q (89144.130000 sec): 3 clusters
  Score: Raw -261930.659084 + Penalty 2489.996301 = -259440.662782
  nChanged 8
		SP:Iteration 31Q (89144.170000 sec): 3 clusters
  Score: Raw -261934.045058 + Penalty 2489.996301 = -259444.048757
  nChanged 4
		SP:Iteration 32Q (89144.210000 sec): 3 clusters
  Score: Raw -261934.989838 + Penalty 2489.996301 = -259444.993537
  nChanged 6
		SP:Iteration 33Q (89144.250000 sec): 3 clusters
  Score: Raw -261937.229307 + Penalty 2489.996301 = -259447.233006
  nChanged 5
		SP:Iteration 34Q (89144.330000 sec): 3 clusters
  Score: Raw -261939.142619 + Penalty 2489.996301 = -259449.146318
  nChanged 4
		SP:Iteration 35Q (89144.370000 sec): 3 clusters
  Score: Raw -261942.411864 + Penalty 2489.996301 = -259452.415563
  nChanged 8
		SP:Iteration 36Q (89144.410000 sec): 3 clusters
  Score: Raw -261945.891808 + Penalty 2489.996301 = -259455.895507
  nChanged 9
		SP:Iteration 37Q (89144.450000 sec): 3 clusters
  Score: Raw -261950.403368 + Penalty 2489.996301 = -259460.407066
  nChanged 14
		SP:Iteration 38Q (89144.490000 sec): 3 clusters
  Score: Raw -261955.535189 + Penalty 2489.996301 = -259465.538888
  nChanged 7
		SP:Iteration 39Q (89144.530000 sec): 3 clusters
  Score: Raw -261957.990710 + Penalty 2489.996301 = -259467.994408
  nChanged 8
		SP:Iteration 40F (89144.570000 sec): 3 clusters
  Score: Raw -261961.299209 + Penalty 2489.996301 = -259471.302908
  nChanged 6
		SP:Iteration 41Q (89144.610000 sec): 3 clusters
  Score: Raw -261964.557714 + Penalty 2489.996301 = -259474.561413
  nChanged 10
		SP:Iteration 42Q (89144.660000 sec): 3 clusters
  Score: Raw -261971.586232 + Penalty 2489.996301 = -259481.589931
  nChanged 10
		SP:Iteration 43Q (89144.700000 sec): 3 clusters
  Score: Raw -261978.321064 + Penalty 2489.996301 = -259488.324763
  nChanged 10
		SP:Iteration 44Q (89144.740000 sec): 3 clusters
  Score: Raw -261983.445527 + Penalty 2489.996301 = -259493.449225
  nChanged 14
		SP:Iteration 45Q (89144.780000 sec): 3 clusters
  Score: Raw -261990.159764 + Penalty 2489.996301 = -259500.163463
  nChanged 13
		SP:Iteration 46Q (89144.820000 sec): 3 clusters
  Score: Raw -261996.973579 + Penalty 2489.996301 = -259506.977277
  nChanged 14
		SP:Iteration 47Q (89144.860000 sec): 3 clusters
  Score: Raw -262005.471622 + Penalty 2489.996301 = -259515.475320
  nChanged 16
		SP:Iteration 48Q (89144.900000 sec): 3 clusters
  Score: Raw -262017.530431 + Penalty 2489.996301 = -259527.534130
  nChanged 20
		SP:Iteration 49Q (89144.940000 sec): 3 clusters
  Score: Raw -262028.078030 + Penalty 2489.996301 = -259538.081729
  nChanged 12
		SP:Iteration 50Q (89144.990000 sec): 3 clusters
  Score: Raw -262034.360105 + Penalty 2489.996301 = -259544.363803
  nChanged 8
		SP:Iteration 51Q (89145.030000 sec): 3 clusters
  Score: Raw -262039.561764 + Penalty 2489.996301 = -259549.565463
  nChanged 9
		SP:Iteration 52Q (89145.070000 sec): 3 clusters
  Score: Raw -262043.317235 + Penalty 2489.996301 = -259553.320934
  nChanged 6
		SP:Iteration 53Q (89145.110000 sec): 3 clusters
  Score: Raw -262046.070366 + Penalty 2489.996301 = -259556.074065
  nChanged 5
		SP:Iteration 54Q (89145.150000 sec): 3 clusters
  Score: Raw -262048.506424 + Penalty 2489.996301 = -259558.510123
  nChanged 8
		SP:Iteration 55Q (89145.190000 sec): 3 clusters
  Score: Raw -262052.010117 + Penalty 2489.996301 = -259562.013816
  nChanged 9
		SP:Iteration 56Q (89145.230000 sec): 3 clusters
  Score: Raw -262056.303278 + Penalty 2489.996301 = -259566.306977
  nChanged 8
		SP:Iteration 57Q (89145.270000 sec): 3 clusters
  Score: Raw -262061.249811 + Penalty 2489.996301 = -259571.253509
  nChanged 9
		SP:Iteration 58Q (89145.310000 sec): 3 clusters
  Score: Raw -262068.255363 + Penalty 2489.996301 = -259578.259061
  nChanged 15
		SP:Iteration 59Q (89145.350000 sec): 3 clusters
  Score: Raw -262076.577763 + Penalty 2489.996301 = -259586.581461
  nChanged 13
		SP:Iteration 60F (89145.390000 sec): 3 clusters
  Score: Raw -262084.756592 + Penalty 2489.996301 = -259594.760291
  nChanged 12
		SP:Iteration 61Q (89145.430000 sec): 3 clusters
  Score: Raw -262091.973905 + Penalty 2489.996301 = -259601.977603
  nChanged 13
		SP:Iteration 62Q (89145.480000 sec): 3 clusters
  Score: Raw -262097.949736 + Penalty 2489.996301 = -259607.953434
  nChanged 7
		SP:Iteration 63Q (89145.520000 sec): 3 clusters
  Score: Raw -262101.937852 + Penalty 2489.996301 = -259611.941550
  nChanged 6
		SP:Iteration 64Q (89145.560000 sec): 3 clusters
  Score: Raw -262104.856697 + Penalty 2489.996301 = -259614.860396
  nChanged 7
		SP:Iteration 65Q (89145.600000 sec): 3 clusters
  Score: Raw -262109.073113 + Penalty 2489.996301 = -259619.076811
  nChanged 8
		SP:Iteration 66Q (89145.640000 sec): 3 clusters
  Score: Raw -262116.369378 + Penalty 2489.996301 = -259626.373076
  nChanged 10
		SP:Iteration 67Q (89145.680000 sec): 3 clusters
  Score: Raw -262121.862187 + Penalty 2489.996301 = -259631.865885
  nChanged 6
		SP:Iteration 68Q (89145.720000 sec): 3 clusters
  Score: Raw -262125.882984 + Penalty 2489.996301 = -259635.886683
  nChanged 9
		SP:Iteration 69Q (89145.760000 sec): 3 clusters
  Score: Raw -262130.890627 + Penalty 2489.996301 = -259640.894325
  nChanged 6
		SP:Iteration 70Q (89145.800000 sec): 3 clusters
  Score: Raw -262134.702491 + Penalty 2489.996301 = -259644.706190
  nChanged 6
		SP:Iteration 71Q (89145.840000 sec): 3 clusters
  Score: Raw -262137.796787 + Penalty 2489.996301 = -259647.800485
  nChanged 4
		SP:Iteration 72Q (89145.890000 sec): 3 clusters
  Score: Raw -262139.469085 + Penalty 2489.996301 = -259649.472783
  nChanged 3
		SP:Iteration 73Q (89145.930000 sec): 3 clusters
  Score: Raw -262140.599688 + Penalty 2489.996301 = -259650.603387
  nChanged 0
		SP:Iteration 74F (89145.970000 sec): 3 clusters
  Score: Raw -262140.599688 + Penalty 2489.996301 = -259650.603387
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 36 (308 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (89146.000000 sec): 2 clusters
  Score: Raw -21944.410874 + Penalty 931.141215 = -21013.269659
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (89146.010000 sec): 3 clusters
  Score: Raw -21988.091983 + Penalty 1862.282429 = -20125.809554
  nChanged 73
		SP:Iteration 1F (89146.020000 sec): 3 clusters
  Score: Raw -22233.386166 + Penalty 1862.282429 = -20371.103737
  nChanged 24
		SP:Iteration 2F (89146.030000 sec): 3 clusters
  Score: Raw -22339.485346 + Penalty 1862.282429 = -20477.202917
  nChanged 11
		SP:Iteration 3Q (89146.030000 sec): 3 clusters
  Score: Raw -22384.297220 + Penalty 1862.282429 = -20522.014791
  nChanged 4
		SP:Iteration 4Q (89146.040000 sec): 3 clusters
  Score: Raw -22402.609919 + Penalty 1862.282429 = -20540.327490
  nChanged 0
		SP:Iteration 5F (89146.050000 sec): 3 clusters
  Score: Raw -22404.271253 + Penalty 1862.282429 = -20541.988823
  nChanged 1
		SP:Iteration 6Q (89146.060000 sec): 3 clusters
  Score: Raw -22433.127336 + Penalty 1862.282429 = -20570.844906
  nChanged 3
		SP:Iteration 7Q (89146.070000 sec): 3 clusters
  Score: Raw -22437.384761 + Penalty 1862.282429 = -20575.102331
  nChanged 0
		SP:Iteration 8F (89146.070000 sec): 3 clusters
  Score: Raw -22437.384761 + Penalty 1862.282429 = -20575.102331
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 37 (400 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (89146.110000 sec): 2 clusters
  Score: Raw -36679.319055 + Penalty 973.612989 = -35705.706066
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (89146.110000 sec): 3 clusters
  Score: Raw -36674.933989 + Penalty 1947.225978 = -34727.708011
  nChanged 89
		SP:Iteration 1F (89146.130000 sec): 3 clusters
  Score: Raw -36875.214822 + Penalty 1947.225978 = -34927.988844
  nChanged 45
		SP:Iteration 2F (89146.140000 sec): 3 clusters
  Score: Raw -37036.608802 + Penalty 1947.225978 = -35089.382824
  nChanged 26
		SP:Iteration 3F (89146.150000 sec): 3 clusters
  Score: Raw -37136.270702 + Penalty 1947.225978 = -35189.044724
  nChanged 16
		SP:Iteration 4Q (89146.160000 sec): 3 clusters
  Score: Raw -37203.660792 + Penalty 1947.225978 = -35256.434814
  nChanged 10
		SP:Iteration 5Q (89146.170000 sec): 3 clusters
  Score: Raw -37254.232700 + Penalty 1947.225978 = -35307.006722
  nChanged 10
		SP:Iteration 6Q (89146.170000 sec): 3 clusters
  Score: Raw -37291.251929 + Penalty 1947.225978 = -35344.025951
  nChanged 5
		SP:Iteration 7Q (89146.180000 sec): 3 clusters
  Score: Raw -37302.614721 + Penalty 1947.225978 = -35355.388743
  nChanged 5
		SP:Iteration 8Q (89146.190000 sec): 3 clusters
  Score: Raw -37314.497588 + Penalty 1947.225978 = -35367.271610
  nChanged 3
		SP:Iteration 9Q (89146.200000 sec): 3 clusters
  Score: Raw -37320.664213 + Penalty 1947.225978 = -35373.438235
  nChanged 3
		SP:Iteration 10Q (89146.210000 sec): 3 clusters
  Score: Raw -37330.285585 + Penalty 1947.225978 = -35383.059607
  nChanged 0
		SP:Iteration 11F (89146.220000 sec): 3 clusters
  Score: Raw -37330.285585 + Penalty 1947.225978 = -35383.059607
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 38 (6076 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (89146.310000 sec): 2 clusters
  Score: Raw -736624.828312 + Penalty 1415.716553 = -735209.111759
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (89146.420000 sec): 3 clusters
  Score: Raw -733430.113904 + Penalty 2831.433106 = -730598.680799
  nChanged 2540
		SP:Iteration 1F (89146.520000 sec): 3 clusters
  Score: Raw -734868.800613 + Penalty 2831.433106 = -732037.367507
  nChanged 435
		SP:Iteration 2F (89146.710000 sec): 3 clusters
  Score: Raw -735091.126745 + Penalty 2831.433106 = -732259.693639
  nChanged 336
		SP:Iteration 3F (89146.880000 sec): 3 clusters
  Score: Raw -735264.614998 + Penalty 2831.433106 = -732433.181892
  nChanged 290
		SP:Iteration 4Q (89147.070000 sec): 3 clusters
  Score: Raw -735394.153986 + Penalty 2831.433106 = -732562.720881
  nChanged 219
		SP:Iteration 5Q (89147.260000 sec): 3 clusters
  Score: Raw -735484.685774 + Penalty 2831.433106 = -732653.252668
  nChanged 184
		SP:Iteration 6Q (89147.470000 sec): 3 clusters
  Score: Raw -735556.128939 + Penalty 2831.433106 = -732724.695833
  nChanged 151
		SP:Iteration 7Q (89147.650000 sec): 3 clusters
  Score: Raw -735608.609444 + Penalty 2831.433106 = -732777.176339
  nChanged 140
		SP:Iteration 8Q (89147.870000 sec): 3 clusters
  Score: Raw -735656.051871 + Penalty 2831.433106 = -732824.618765
  nChanged 131
		SP:Iteration 9Q (89148.050000 sec): 3 clusters
  Score: Raw -735697.338715 + Penalty 2831.433106 = -732865.905610
  nChanged 128
		SP:Iteration 10Q (89148.220000 sec): 3 clusters
  Score: Raw -735746.552533 + Penalty 2831.433106 = -732915.119428
  nChanged 156
		SP:Iteration 11Q (89148.360000 sec): 3 clusters
  Score: Raw -735808.904358 + Penalty 2831.433106 = -732977.471252
  nChanged 175
		SP:Iteration 12Q (89148.530000 sec): 3 clusters
  Score: Raw -735877.982992 + Penalty 2831.433106 = -733046.549886
  nChanged 178
		SP:Iteration 13Q (89148.700000 sec): 3 clusters
  Score: Raw -735958.034675 + Penalty 2831.433106 = -733126.601570
  nChanged 155
		SP:Iteration 14Q (89148.860000 sec): 3 clusters
  Score: Raw -736037.989816 + Penalty 2831.433106 = -733206.556710
  nChanged 175
		SP:Iteration 15Q (89149.030000 sec): 3 clusters
  Score: Raw -736140.547177 + Penalty 2831.433106 = -733309.114071
  nChanged 177
		SP:Iteration 16Q (89149.240000 sec): 3 clusters
  Score: Raw -736240.186985 + Penalty 2831.433106 = -733408.753880
  nChanged 141
		SP:Iteration 17Q (89149.390000 sec): 3 clusters
  Score: Raw -736312.433168 + Penalty 2831.433106 = -733481.000062
  nChanged 115
		SP:Iteration 18Q (89149.490000 sec): 3 clusters
  Score: Raw -736370.321869 + Penalty 2831.433106 = -733538.888763
  nChanged 105
		SP:Iteration 19Q (89149.600000 sec): 3 clusters
  Score: Raw -736429.991892 + Penalty 2831.433106 = -733598.558786
  nChanged 106
		SP:Iteration 20F (89149.790000 sec): 3 clusters
  Score: Raw -736493.256427 + Penalty 2831.433106 = -733661.823321
  nChanged 97
		SP:Iteration 21Q (89150.000000 sec): 3 clusters
  Score: Raw -736552.110407 + Penalty 2831.433106 = -733720.677301
  nChanged 88
		SP:Iteration 22Q (89150.150000 sec): 3 clusters
  Score: Raw -736604.280626 + Penalty 2831.433106 = -733772.847520
  nChanged 63
		SP:Iteration 23Q (89150.320000 sec): 3 clusters
  Score: Raw -736649.213472 + Penalty 2831.433106 = -733817.780366
  nChanged 61
		SP:Iteration 24Q (89150.480000 sec): 3 clusters
  Score: Raw -736695.407179 + Penalty 2831.433106 = -733863.974074
  nChanged 58
		SP:Iteration 25Q (89150.650000 sec): 3 clusters
  Score: Raw -736731.926093 + Penalty 2831.433106 = -733900.492988
  nChanged 40
		SP:Iteration 26Q (89150.810000 sec): 3 clusters
  Score: Raw -736757.626493 + Penalty 2831.433106 = -733926.193387
  nChanged 35
		SP:Iteration 27Q (89150.980000 sec): 3 clusters
  Score: Raw -736779.169138 + Penalty 2831.433106 = -733947.736033
  nChanged 26
		SP:Iteration 28Q (89151.150000 sec): 3 clusters
  Score: Raw -736797.484283 + Penalty 2831.433106 = -733966.051178
  nChanged 26
		SP:Iteration 29Q (89151.310000 sec): 3 clusters
  Score: Raw -736818.981465 + Penalty 2831.433106 = -733987.548360
  nChanged 20
		SP:Iteration 30Q (89151.480000 sec): 3 clusters
  Score: Raw -736833.936687 + Penalty 2831.433106 = -734002.503582
  nChanged 17
		SP:Iteration 31Q (89151.580000 sec): 3 clusters
  Score: Raw -736846.226058 + Penalty 2831.433106 = -734014.792952
  nChanged 12
		SP:Iteration 32Q (89151.680000 sec): 3 clusters
  Score: Raw -736854.927752 + Penalty 2831.433106 = -734023.494646
  nChanged 12
		SP:Iteration 33Q (89151.770000 sec): 3 clusters
  Score: Raw -736863.552040 + Penalty 2831.433106 = -734032.118934
  nChanged 10
		SP:Iteration 34Q (89151.870000 sec): 3 clusters
  Score: Raw -736871.088269 + Penalty 2831.433106 = -734039.655163
  nChanged 5
		SP:Iteration 35Q (89151.970000 sec): 3 clusters
  Score: Raw -736876.095347 + Penalty 2831.433106 = -734044.662241
  nChanged 4
		SP:Iteration 36Q (89152.070000 sec): 3 clusters
  Score: Raw -736877.891166 + Penalty 2831.433106 = -734046.458060
  nChanged 2
		SP:Iteration 37Q (89152.170000 sec): 3 clusters
  Score: Raw -736879.429828 + Penalty 2831.433106 = -734047.996722
  nChanged 1
		SP:Iteration 38Q (89152.260000 sec): 3 clusters
  Score: Raw -736880.269324 + Penalty 2831.433106 = -734048.836218
  nChanged 0
		SP:Iteration 39F (89152.360000 sec): 3 clusters
  Score: Raw -736880.269324 + Penalty 2831.433106 = -734048.836218
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 39 (1185 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (89152.460000 sec): 2 clusters
  Score: Raw -141674.406957 + Penalty 1150.093434 = -140524.313524
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (89152.630000 sec): 3 clusters
  Score: Raw -141264.233006 + Penalty 2300.186867 = -138964.046138
  nChanged 379
		SP:Iteration 1F (89152.650000 sec): 3 clusters
  Score: Raw -141528.469441 + Penalty 2300.186867 = -139228.282573
  nChanged 78
		SP:Iteration 2F (89152.680000 sec): 3 clusters
  Score: Raw -141597.849838 + Penalty 2300.186867 = -139297.662970
  nChanged 45
		SP:Iteration 3Q (89152.850000 sec): 3 clusters
  Score: Raw -141639.578523 + Penalty 2300.186867 = -139339.391655
  nChanged 29
		SP:Iteration 4Q (89153.030000 sec): 3 clusters
  Score: Raw -141665.888118 + Penalty 2300.186867 = -139365.701250
  nChanged 22
		SP:Iteration 5Q (89153.160000 sec): 3 clusters
  Score: Raw -141688.350673 + Penalty 2300.186867 = -139388.163806
  nChanged 16
		SP:Iteration 6Q (89153.190000 sec): 3 clusters
  Score: Raw -141701.536169 + Penalty 2300.186867 = -139401.349301
  nChanged 19
		SP:Iteration 7Q (89153.210000 sec): 3 clusters
  Score: Raw -141716.051918 + Penalty 2300.186867 = -139415.865050
  nChanged 6
		SP:Iteration 8Q (89153.240000 sec): 3 clusters
  Score: Raw -141720.427161 + Penalty 2300.186867 = -139420.240294
  nChanged 5
		SP:Iteration 9Q (89153.260000 sec): 3 clusters
  Score: Raw -141723.305283 + Penalty 2300.186867 = -139423.118416
  nChanged 6
		SP:Iteration 10Q (89153.290000 sec): 3 clusters
  Score: Raw -141726.761635 + Penalty 2300.186867 = -139426.574767
  nChanged 6
		SP:Iteration 11Q (89153.310000 sec): 3 clusters
  Score: Raw -141731.673371 + Penalty 2300.186867 = -139431.486504
  nChanged 4
		SP:Iteration 12Q (89153.340000 sec): 3 clusters
  Score: Raw -141734.131398 + Penalty 2300.186867 = -139433.944531
  nChanged 5
		SP:Iteration 13Q (89153.360000 sec): 3 clusters
  Score: Raw -141737.050454 + Penalty 2300.186867 = -139436.863586
  nChanged 3
		SP:Iteration 14Q (89153.390000 sec): 3 clusters
  Score: Raw -141739.280954 + Penalty 2300.186867 = -139439.094087
  nChanged 4
		SP:Iteration 15Q (89153.410000 sec): 3 clusters
  Score: Raw -141743.133494 + Penalty 2300.186867 = -139442.946627
  nChanged 4
		SP:Iteration 16Q (89153.440000 sec): 3 clusters
  Score: Raw -141745.121017 + Penalty 2300.186867 = -139444.934150
  nChanged 2
		SP:Iteration 17Q (89153.460000 sec): 3 clusters
  Score: Raw -141745.633167 + Penalty 2300.186867 = -139445.446300
  nChanged 0
		SP:Iteration 18F (89153.490000 sec): 3 clusters
  Score: Raw -141745.633167 + Penalty 2300.186867 = -139445.446300
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 40 (3169 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (89153.560000 sec): 2 clusters
  Score: Raw -371814.730698 + Penalty 1309.940346 = -370504.790352
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (89153.620000 sec): 3 clusters
  Score: Raw -370313.514868 + Penalty 2619.880692 = -367693.634176
  nChanged 1209
		SP:Iteration 1F (89153.680000 sec): 3 clusters
  Score: Raw -371098.972269 + Penalty 2619.880692 = -368479.091577
  nChanged 248
		SP:Iteration 2F (89153.740000 sec): 3 clusters
  Score: Raw -371272.143981 + Penalty 2619.880692 = -368652.263290
  nChanged 171
		SP:Iteration 3F (89153.800000 sec): 3 clusters
  Score: Raw -371362.598047 + Penalty 2619.880692 = -368742.717355
  nChanged 110
		SP:Iteration 4Q (89153.860000 sec): 3 clusters
  Score: Raw -371423.905909 + Penalty 2619.880692 = -368804.025217
  nChanged 93
		SP:Iteration 5Q (89153.920000 sec): 3 clusters
  Score: Raw -371479.155585 + Penalty 2619.880692 = -368859.274893
  nChanged 103
		SP:Iteration 6Q (89153.980000 sec): 3 clusters
  Score: Raw -371539.082860 + Penalty 2619.880692 = -368919.202168
  nChanged 97
		SP:Iteration 7Q (89154.040000 sec): 3 clusters
  Score: Raw -371586.259472 + Penalty 2619.880692 = -368966.378780
  nChanged 71
		SP:Iteration 8Q (89154.100000 sec): 3 clusters
  Score: Raw -371625.726597 + Penalty 2619.880692 = -369005.845905
  nChanged 69
		SP:Iteration 9Q (89154.160000 sec): 3 clusters
  Score: Raw -371662.713590 + Penalty 2619.880692 = -369042.832898
  nChanged 66
		SP:Iteration 10Q (89154.220000 sec): 3 clusters
  Score: Raw -371699.029991 + Penalty 2619.880692 = -369079.149299
  nChanged 81
		SP:Iteration 11Q (89154.280000 sec): 3 clusters
  Score: Raw -371739.619172 + Penalty 2619.880692 = -369119.738480
  nChanged 54
		SP:Iteration 12Q (89154.340000 sec): 3 clusters
  Score: Raw -371761.996675 + Penalty 2619.880692 = -369142.115983
  nChanged 43
		SP:Iteration 13Q (89154.400000 sec): 3 clusters
  Score: Raw -371780.157653 + Penalty 2619.880692 = -369160.276961
  nChanged 49
		SP:Iteration 14Q (89154.460000 sec): 3 clusters
  Score: Raw -371808.834684 + Penalty 2619.880692 = -369188.953992
  nChanged 55
		SP:Iteration 15Q (89154.520000 sec): 3 clusters
  Score: Raw -371839.072081 + Penalty 2619.880692 = -369219.191390
  nChanged 48
		SP:Iteration 16Q (89154.580000 sec): 3 clusters
  Score: Raw -371867.280716 + Penalty 2619.880692 = -369247.400024
  nChanged 43
		SP:Iteration 17Q (89154.640000 sec): 3 clusters
  Score: Raw -371887.106942 + Penalty 2619.880692 = -369267.226250
  nChanged 30
		SP:Iteration 18Q (89154.700000 sec): 3 clusters
  Score: Raw -371900.798572 + Penalty 2619.880692 = -369280.917880
  nChanged 25
		SP:Iteration 19Q (89154.760000 sec): 3 clusters
  Score: Raw -371909.209380 + Penalty 2619.880692 = -369289.328688
  nChanged 13
		SP:Iteration 20F (89154.820000 sec): 3 clusters
  Score: Raw -371914.347497 + Penalty 2619.880692 = -369294.466806
  nChanged 17
		SP:Iteration 21Q (89154.880000 sec): 3 clusters
  Score: Raw -371923.135583 + Penalty 2619.880692 = -369303.254891
  nChanged 15
		SP:Iteration 22Q (89154.940000 sec): 3 clusters
  Score: Raw -371930.397486 + Penalty 2619.880692 = -369310.516794
  nChanged 16
		SP:Iteration 23Q (89155.000000 sec): 3 clusters
  Score: Raw -371937.854477 + Penalty 2619.880692 = -369317.973785
  nChanged 15
		SP:Iteration 24Q (89155.060000 sec): 3 clusters
  Score: Raw -371943.670686 + Penalty 2619.880692 = -369323.789994
  nChanged 8
		SP:Iteration 25Q (89155.120000 sec): 3 clusters
  Score: Raw -371947.006160 + Penalty 2619.880692 = -369327.125468
  nChanged 5
		SP:Iteration 26Q (89155.180000 sec): 3 clusters
  Score: Raw -371948.455049 + Penalty 2619.880692 = -369328.574358
  nChanged 4
		SP:Iteration 27Q (89155.240000 sec): 3 clusters
  Score: Raw -371949.985721 + Penalty 2619.880692 = -369330.105029
  nChanged 4
		SP:Iteration 28Q (89155.300000 sec): 3 clusters
  Score: Raw -371952.064727 + Penalty 2619.880692 = -369332.184036
  nChanged 6
		SP:Iteration 29Q (89155.360000 sec): 3 clusters
  Score: Raw -371953.715964 + Penalty 2619.880692 = -369333.835272
  nChanged 6
		SP:Iteration 30Q (89155.420000 sec): 3 clusters
  Score: Raw -371956.069908 + Penalty 2619.880692 = -369336.189216
  nChanged 6
		SP:Iteration 31Q (89155.480000 sec): 3 clusters
  Score: Raw -371958.067369 + Penalty 2619.880692 = -369338.186677
  nChanged 5
		SP:Iteration 32Q (89155.540000 sec): 3 clusters
  Score: Raw -371960.548844 + Penalty 2619.880692 = -369340.668152
  nChanged 7
		SP:Iteration 33Q (89155.600000 sec): 3 clusters
  Score: Raw -371963.947718 + Penalty 2619.880692 = -369344.067026
  nChanged 7
		SP:Iteration 34Q (89155.660000 sec): 3 clusters
  Score: Raw -371966.303683 + Penalty 2619.880692 = -369346.422991
  nChanged 6
		SP:Iteration 35Q (89155.720000 sec): 3 clusters
  Score: Raw -371968.519731 + Penalty 2619.880692 = -369348.639040
  nChanged 6
		SP:Iteration 36Q (89155.780000 sec): 3 clusters
  Score: Raw -371971.307527 + Penalty 2619.880692 = -369351.426835
  nChanged 6
		SP:Iteration 37Q (89155.840000 sec): 3 clusters
  Score: Raw -371973.060304 + Penalty 2619.880692 = -369353.179612
  nChanged 3
		SP:Iteration 38Q (89155.900000 sec): 3 clusters
  Score: Raw -371973.668494 + Penalty 2619.880692 = -369353.787802
  nChanged 2
		SP:Iteration 39Q (89155.960000 sec): 3 clusters
  Score: Raw -371974.323250 + Penalty 2619.880692 = -369354.442559
  nChanged 4
		SP:Iteration 40F (89156.020000 sec): 3 clusters
  Score: Raw -371975.389354 + Penalty 2619.880692 = -369355.508663
  nChanged 3
		SP:Iteration 41Q (89156.080000 sec): 3 clusters
  Score: Raw -371976.692440 + Penalty 2619.880692 = -369356.811748
  nChanged 4
		SP:Iteration 42Q (89156.140000 sec): 3 clusters
  Score: Raw -371978.733233 + Penalty 2619.880692 = -369358.852541
  nChanged 6
		SP:Iteration 43Q (89156.200000 sec): 3 clusters
  Score: Raw -371980.737712 + Penalty 2619.880692 = -369360.857020
  nChanged 6
		SP:Iteration 44Q (89156.260000 sec): 3 clusters
  Score: Raw -371982.489371 + Penalty 2619.880692 = -369362.608680
  nChanged 5
		SP:Iteration 45Q (89156.320000 sec): 3 clusters
  Score: Raw -371984.837182 + Penalty 2619.880692 = -369364.956490
  nChanged 5
		SP:Iteration 46Q (89156.380000 sec): 3 clusters
  Score: Raw -371987.736881 + Penalty 2619.880692 = -369367.856189
  nChanged 10
		SP:Iteration 47Q (89156.440000 sec): 3 clusters
  Score: Raw -371992.560749 + Penalty 2619.880692 = -369372.680057
  nChanged 9
		SP:Iteration 48Q (89156.500000 sec): 3 clusters
  Score: Raw -371996.847087 + Penalty 2619.880692 = -369376.966395
  nChanged 8
		SP:Iteration 49Q (89156.560000 sec): 3 clusters
  Score: Raw -371999.656212 + Penalty 2619.880692 = -369379.775520
  nChanged 5
		SP:Iteration 50Q (89156.620000 sec): 3 clusters
  Score: Raw -372001.178345 + Penalty 2619.880692 = -369381.297653
  nChanged 3
		SP:Iteration 51Q (89156.680000 sec): 3 clusters
  Score: Raw -372002.565419 + Penalty 2619.880692 = -369382.684727
  nChanged 4
		SP:Iteration 52Q (89156.740000 sec): 3 clusters
  Score: Raw -372004.057239 + Penalty 2619.880692 = -369384.176547
  nChanged 6
		SP:Iteration 53Q (89156.800000 sec): 3 clusters
  Score: Raw -372006.091593 + Penalty 2619.880692 = -369386.210901
  nChanged 2
		SP:Iteration 54Q (89156.860000 sec): 3 clusters
  Score: Raw -372007.215522 + Penalty 2619.880692 = -369387.334830
  nChanged 5
		SP:Iteration 55Q (89157.030000 sec): 3 clusters
  Score: Raw -372009.364599 + Penalty 2619.880692 = -369389.483907
  nChanged 9
		SP:Iteration 56Q (89157.210000 sec): 3 clusters
  Score: Raw -372012.744926 + Penalty 2619.880692 = -369392.864234
  nChanged 4
		SP:Iteration 57Q (89157.390000 sec): 3 clusters
  Score: Raw -372014.319291 + Penalty 2619.880692 = -369394.438599
  nChanged 6
		SP:Iteration 58Q (89157.560000 sec): 3 clusters
  Score: Raw -372016.191257 + Penalty 2619.880692 = -369396.310565
  nChanged 5
		SP:Iteration 59Q (89157.740000 sec): 3 clusters
  Score: Raw -372017.466951 + Penalty 2619.880692 = -369397.586259
  nChanged 2
		SP:Iteration 60F (89157.920000 sec): 3 clusters
  Score: Raw -372017.931028 + Penalty 2619.880692 = -369398.050336
  nChanged 1
		SP:Iteration 61Q (89158.090000 sec): 3 clusters
  Score: Raw -372018.650152 + Penalty 2619.880692 = -369398.769461
  nChanged 7
		SP:Iteration 62Q (89158.270000 sec): 3 clusters
  Score: Raw -372020.944074 + Penalty 2619.880692 = -369401.063382
  nChanged 7
		SP:Iteration 63Q (89158.440000 sec): 3 clusters
  Score: Raw -372023.812553 + Penalty 2619.880692 = -369403.931861
  nChanged 7
		SP:Iteration 64Q (89158.620000 sec): 3 clusters
  Score: Raw -372026.424987 + Penalty 2619.880692 = -369406.544295
  nChanged 3
		SP:Iteration 65Q (89158.800000 sec): 3 clusters
  Score: Raw -372027.701311 + Penalty 2619.880692 = -369407.820619
  nChanged 3
		SP:Iteration 66Q (89158.970000 sec): 3 clusters
  Score: Raw -372028.527325 + Penalty 2619.880692 = -369408.646633
  nChanged 2
		SP:Iteration 67Q (89159.150000 sec): 3 clusters
  Score: Raw -372028.914615 + Penalty 2619.880692 = -369409.033923
  nChanged 1
		SP:Iteration 68Q (89159.320000 sec): 3 clusters
  Score: Raw -372029.212686 + Penalty 2619.880692 = -369409.331994
  nChanged 2
		SP:Iteration 69Q (89159.500000 sec): 3 clusters
  Score: Raw -372029.964101 + Penalty 2619.880692 = -369410.083409
  nChanged 2
		SP:Iteration 70Q (89159.670000 sec): 3 clusters
  Score: Raw -372030.750596 + Penalty 2619.880692 = -369410.869904
  nChanged 3
		SP:Iteration 71Q (89159.850000 sec): 3 clusters
  Score: Raw -372031.760602 + Penalty 2619.880692 = -369411.879910
  nChanged 5
		SP:Iteration 72Q (89160.020000 sec): 3 clusters
  Score: Raw -372034.754599 + Penalty 2619.880692 = -369414.873908
  nChanged 9
		SP:Iteration 73Q (89160.200000 sec): 3 clusters
  Score: Raw -372041.603407 + Penalty 2619.880692 = -369421.722715
  nChanged 11
		SP:Iteration 74Q (89160.380000 sec): 3 clusters
  Score: Raw -372045.159875 + Penalty 2619.880692 = -369425.279183
  nChanged 7
		SP:Iteration 75Q (89160.550000 sec): 3 clusters
  Score: Raw -372048.554968 + Penalty 2619.880692 = -369428.674276
  nChanged 6
		SP:Iteration 76Q (89160.730000 sec): 3 clusters
  Score: Raw -372050.612791 + Penalty 2619.880692 = -369430.732100
  nChanged 7
		SP:Iteration 77Q (89160.900000 sec): 3 clusters
  Score: Raw -372053.297723 + Penalty 2619.880692 = -369433.417031
  nChanged 8
		SP:Iteration 78Q (89161.080000 sec): 3 clusters
  Score: Raw -372055.551947 + Penalty 2619.880692 = -369435.671255
  nChanged 9
		SP:Iteration 79Q (89161.260000 sec): 3 clusters
  Score: Raw -372059.140156 + Penalty 2619.880692 = -369439.259464
  nChanged 8
		SP:Iteration 80F (89161.430000 sec): 3 clusters
  Score: Raw -372062.722759 + Penalty 2619.880692 = -369442.842067
  nChanged 6
		SP:Iteration 81Q (89161.610000 sec): 3 clusters
  Score: Raw -372064.898734 + Penalty 2619.880692 = -369445.018042
  nChanged 10
		SP:Iteration 82Q (89161.780000 sec): 3 clusters
  Score: Raw -372068.839749 + Penalty 2619.880692 = -369448.959057
  nChanged 14
		SP:Iteration 83Q (89161.960000 sec): 3 clusters
  Score: Raw -372075.971351 + Penalty 2619.880692 = -369456.090659
  nChanged 11
		SP:Iteration 84Q (89162.140000 sec): 3 clusters
  Score: Raw -372081.803202 + Penalty 2619.880692 = -369461.922510
  nChanged 11
		SP:Iteration 85Q (89162.310000 sec): 3 clusters
  Score: Raw -372088.967114 + Penalty 2619.880692 = -369469.086422
  nChanged 13
		SP:Iteration 86Q (89162.490000 sec): 3 clusters
  Score: Raw -372097.643384 + Penalty 2619.880692 = -369477.762692
  nChanged 13
		SP:Iteration 87Q (89162.660000 sec): 3 clusters
  Score: Raw -372102.691068 + Penalty 2619.880692 = -369482.810376
  nChanged 6
		SP:Iteration 88Q (89162.840000 sec): 3 clusters
  Score: Raw -372105.810751 + Penalty 2619.880692 = -369485.930059
  nChanged 3
		SP:Iteration 89Q (89163.020000 sec): 3 clusters
  Score: Raw -372108.575985 + Penalty 2619.880692 = -369488.695293
  nChanged 2
		SP:Iteration 90Q (89163.190000 sec): 3 clusters
  Score: Raw -372110.942946 + Penalty 2619.880692 = -369491.062254
  nChanged 4
		SP:Iteration 91Q (89163.360000 sec): 3 clusters
  Score: Raw -372113.969624 + Penalty 2619.880692 = -369494.088932
  nChanged 8
		SP:Iteration 92Q (89163.540000 sec): 3 clusters
  Score: Raw -372120.128938 + Penalty 2619.880692 = -369500.248246
  nChanged 8
		SP:Iteration 93Q (89163.700000 sec): 3 clusters
  Score: Raw -372124.297355 + Penalty 2619.880692 = -369504.416663
  nChanged 5
		SP:Iteration 94Q (89163.890000 sec): 3 clusters
  Score: Raw -372125.892616 + Penalty 2619.880692 = -369506.011925
  nChanged 2
		SP:Iteration 95Q (89164.070000 sec): 3 clusters
  Score: Raw -372126.781150 + Penalty 2619.880692 = -369506.900458
  nChanged 2
		SP:Iteration 96Q (89164.240000 sec): 3 clusters
  Score: Raw -372127.371426 + Penalty 2619.880692 = -369507.490734
  nChanged 0
		SP:Iteration 97F (89164.420000 sec): 3 clusters
  Score: Raw -372127.371426 + Penalty 2619.880692 = -369507.490734
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 41 (168 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (89164.510000 sec): 2 clusters
  Score: Raw -8510.059370 + Penalty 832.644147 = -7677.415223
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (89164.680000 sec): 3 clusters
  Score: Raw -8619.654834 + Penalty 1665.288293 = -6954.366541
  nChanged 26
		SP:Iteration 1F (89164.860000 sec): 3 clusters
  Score: Raw -8745.222995 + Penalty 1665.288293 = -7079.934702
  nChanged 9
		SP:Iteration 2F (89165.040000 sec): 3 clusters
  Score: Raw -8802.130817 + Penalty 1665.288293 = -7136.842523
  nChanged 3
		SP:Iteration 3Q (89165.210000 sec): 3 clusters
  Score: Raw -8816.442347 + Penalty 1665.288293 = -7151.154053
  nChanged 1
		SP:Iteration 4Q (89165.390000 sec): 3 clusters
  Score: Raw -8818.478295 + Penalty 1665.288293 = -7153.190001
  nChanged 1
		SP:Iteration 5Q (89165.560000 sec): 3 clusters
  Score: Raw -8823.043427 + Penalty 1665.288293 = -7157.755133
  nChanged 1
		SP:Iteration 6Q (89165.740000 sec): 3 clusters
  Score: Raw -8826.900469 + Penalty 1665.288293 = -7161.612176
  nChanged 0
		SP:Iteration 7F (89165.910000 sec): 3 clusters
  Score: Raw -8826.900469 + Penalty 1665.288293 = -7161.612176
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 42 (411 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (89166.000000 sec): 2 clusters
  Score: Raw -48283.862340 + Penalty 978.021397 = -47305.840943
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (89166.180000 sec): 3 clusters
  Score: Raw -48301.974937 + Penalty 1956.042795 = -46345.932143
  nChanged 83
		SP:Iteration 1F (89166.350000 sec): 3 clusters
  Score: Raw -48473.863402 + Penalty 1956.042795 = -46517.820608
  nChanged 32
		SP:Iteration 2F (89166.530000 sec): 3 clusters
  Score: Raw -48580.555880 + Penalty 1956.042795 = -46624.513086
  nChanged 22
		SP:Iteration 3F (89166.700000 sec): 3 clusters
  Score: Raw -48663.088240 + Penalty 1956.042795 = -46707.045445
  nChanged 16
		SP:Iteration 4Q (89166.880000 sec): 3 clusters
  Score: Raw -48712.144379 + Penalty 1956.042795 = -46756.101585
  nChanged 12
		SP:Iteration 5Q (89167.060000 sec): 3 clusters
  Score: Raw -48753.024302 + Penalty 1956.042795 = -46796.981507
  nChanged 10
		SP:Iteration 6Q (89167.230000 sec): 3 clusters
  Score: Raw -48784.513197 + Penalty 1956.042795 = -46828.470402
  nChanged 5
		SP:Iteration 7Q (89167.410000 sec): 3 clusters
  Score: Raw -48803.276779 + Penalty 1956.042795 = -46847.233984
  nChanged 5
		SP:Iteration 8Q (89167.580000 sec): 3 clusters
  Score: Raw -48820.253673 + Penalty 1956.042795 = -46864.210878
  nChanged 3
		SP:Iteration 9Q (89167.760000 sec): 3 clusters
  Score: Raw -48827.265967 + Penalty 1956.042795 = -46871.223172
  nChanged 1
		SP:Iteration 10Q (89167.940000 sec): 3 clusters
  Score: Raw -48830.276702 + Penalty 1956.042795 = -46874.233908
  nChanged 1
		SP:Iteration 11Q (89168.110000 sec): 3 clusters
  Score: Raw -48832.298747 + Penalty 1956.042795 = -46876.255953
  nChanged 0
		SP:Iteration 12F (89168.290000 sec): 3 clusters
  Score: Raw -48832.298747 + Penalty 1956.042795 = -46876.255953
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 43 (1341 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (89168.380000 sec): 2 clusters
  Score: Raw -150801.794187 + Penalty 1170.190269 = -149631.603918
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (89168.550000 sec): 3 clusters
  Score: Raw -150338.873880 + Penalty 2340.380537 = -147998.493343
  nChanged 419
		SP:Iteration 1F (89168.730000 sec): 3 clusters
  Score: Raw -150760.972257 + Penalty 2340.380537 = -148420.591720
  nChanged 154
		SP:Iteration 2F (89168.900000 sec): 3 clusters
  Score: Raw -150982.942893 + Penalty 2340.380537 = -148642.562356
  nChanged 92
		SP:Iteration 3F (89169.080000 sec): 3 clusters
  Score: Raw -151121.311713 + Penalty 2340.380537 = -148780.931176
  nChanged 68
		SP:Iteration 4F (89169.260000 sec): 3 clusters
  Score: Raw -151245.795317 + Penalty 2340.380537 = -148905.414780
  nChanged 60
		SP:Iteration 5Q (89169.430000 sec): 3 clusters
  Score: Raw -151401.514414 + Penalty 2340.380537 = -149061.133877
  nChanged 46
		SP:Iteration 6Q (89169.610000 sec): 3 clusters
  Score: Raw -151490.439084 + Penalty 2340.380537 = -149150.058547
  nChanged 27
		SP:Iteration 7Q (89169.780000 sec): 3 clusters
  Score: Raw -151520.016304 + Penalty 2340.380537 = -149179.635767
  nChanged 27
		SP:Iteration 8Q (89169.960000 sec): 3 clusters
  Score: Raw -151549.321075 + Penalty 2340.380537 = -149208.940537
  nChanged 14
		SP:Iteration 9Q (89170.140000 sec): 3 clusters
  Score: Raw -151561.282548 + Penalty 2340.380537 = -149220.902011
  nChanged 6
		SP:Iteration 10Q (89170.310000 sec): 3 clusters
  Score: Raw -151566.116446 + Penalty 2340.380537 = -149225.735909
  nChanged 4
		SP:Iteration 11Q (89170.490000 sec): 3 clusters
  Score: Raw -151567.600459 + Penalty 2340.380537 = -149227.219922
  nChanged 1
		SP:Iteration 12Q (89170.660000 sec): 3 clusters
  Score: Raw -151568.104244 + Penalty 2340.380537 = -149227.723707
  nChanged 0
		SP:Iteration 13F (89170.840000 sec): 3 clusters
  Score: Raw -151568.104244 + Penalty 2340.380537 = -149227.723707
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 44 (3046 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (89170.900000 sec): 2 clusters
  Score: Raw -370744.211275 + Penalty 1303.507487 = -369440.703789
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (89171.080000 sec): 3 clusters
  Score: Raw -369317.522780 + Penalty 2607.014973 = -366710.507807
  nChanged 1091
		SP:Iteration 1F (89171.260000 sec): 3 clusters
  Score: Raw -369924.734095 + Penalty 2607.014973 = -367317.719121
  nChanged 229
		SP:Iteration 2F (89171.430000 sec): 3 clusters
  Score: Raw -370062.411662 + Penalty 2607.014973 = -367455.396689
  nChanged 154
		SP:Iteration 3F (89171.610000 sec): 3 clusters
  Score: Raw -370148.591382 + Penalty 2607.014973 = -367541.576409
  nChanged 110
		SP:Iteration 4Q (89171.780000 sec): 3 clusters
  Score: Raw -370203.486738 + Penalty 2607.014973 = -367596.471765
  nChanged 92
		SP:Iteration 5Q (89171.960000 sec): 3 clusters
  Score: Raw -370249.375228 + Penalty 2607.014973 = -367642.360254
  nChanged 84
		SP:Iteration 6Q (89172.140000 sec): 3 clusters
  Score: Raw -370296.659328 + Penalty 2607.014973 = -367689.644355
  nChanged 81
		SP:Iteration 7Q (89172.310000 sec): 3 clusters
  Score: Raw -370350.013038 + Penalty 2607.014973 = -367742.998065
  nChanged 73
		SP:Iteration 8Q (89172.490000 sec): 3 clusters
  Score: Raw -370393.684808 + Penalty 2607.014973 = -367786.669834
  nChanged 68
		SP:Iteration 9Q (89172.660000 sec): 3 clusters
  Score: Raw -370428.318128 + Penalty 2607.014973 = -367821.303155
  nChanged 73
		SP:Iteration 10Q (89172.840000 sec): 3 clusters
  Score: Raw -370477.747248 + Penalty 2607.014973 = -367870.732275
  nChanged 87
		SP:Iteration 11Q (89173.020000 sec): 3 clusters
  Score: Raw -370542.503710 + Penalty 2607.014973 = -367935.488736
  nChanged 84
		SP:Iteration 12Q (89173.190000 sec): 3 clusters
  Score: Raw -370599.341746 + Penalty 2607.014973 = -367992.326772
  nChanged 90
		SP:Iteration 13Q (89173.370000 sec): 3 clusters
  Score: Raw -370667.952205 + Penalty 2607.014973 = -368060.937232
  nChanged 101
		SP:Iteration 14Q (89173.540000 sec): 3 clusters
  Score: Raw -370735.459668 + Penalty 2607.014973 = -368128.444694
  nChanged 95
		SP:Iteration 15Q (89173.720000 sec): 3 clusters
  Score: Raw -370798.259822 + Penalty 2607.014973 = -368191.244849
  nChanged 84
		SP:Iteration 16Q (89173.900000 sec): 3 clusters
  Score: Raw -370850.180825 + Penalty 2607.014973 = -368243.165851
  nChanged 77
		SP:Iteration 17Q (89174.070000 sec): 3 clusters
  Score: Raw -370908.624407 + Penalty 2607.014973 = -368301.609433
  nChanged 74
		SP:Iteration 18Q (89174.250000 sec): 3 clusters
  Score: Raw -370958.980993 + Penalty 2607.014973 = -368351.966020
  nChanged 61
		SP:Iteration 19Q (89174.420000 sec): 3 clusters
  Score: Raw -370998.984472 + Penalty 2607.014973 = -368391.969499
  nChanged 46
		SP:Iteration 20F (89174.600000 sec): 3 clusters
  Score: Raw -371027.079958 + Penalty 2607.014973 = -368420.064985
  nChanged 33
		SP:Iteration 21Q (89174.740000 sec): 3 clusters
  Score: Raw -371042.755080 + Penalty 2607.014973 = -368435.740107
  nChanged 32
		SP:Iteration 22Q (89174.800000 sec): 3 clusters
  Score: Raw -371062.571469 + Penalty 2607.014973 = -368455.556496
  nChanged 35
		SP:Iteration 23Q (89174.860000 sec): 3 clusters
  Score: Raw -371090.937735 + Penalty 2607.014973 = -368483.922762
  nChanged 44
		SP:Iteration 24Q (89174.920000 sec): 3 clusters
  Score: Raw -371131.629746 + Penalty 2607.014973 = -368524.614772
  nChanged 52
		SP:Iteration 25Q (89174.980000 sec): 3 clusters
  Score: Raw -371201.806848 + Penalty 2607.014973 = -368594.791874
  nChanged 41
		SP:Iteration 26Q (89175.040000 sec): 3 clusters
  Score: Raw -371247.576400 + Penalty 2607.014973 = -368640.561427
  nChanged 35
		SP:Iteration 27Q (89175.100000 sec): 3 clusters
  Score: Raw -371284.643875 + Penalty 2607.014973 = -368677.628901
  nChanged 32
		SP:Iteration 28Q (89175.150000 sec): 3 clusters
  Score: Raw -371315.924331 + Penalty 2607.014973 = -368708.909357
  nChanged 31
		SP:Iteration 29Q (89175.210000 sec): 3 clusters
  Score: Raw -371347.591880 + Penalty 2607.014973 = -368740.576907
  nChanged 32
		SP:Iteration 30Q (89175.270000 sec): 3 clusters
  Score: Raw -371393.912182 + Penalty 2607.014973 = -368786.897208
  nChanged 40
		SP:Iteration 31Q (89175.330000 sec): 3 clusters
  Score: Raw -371446.841129 + Penalty 2607.014973 = -368839.826156
  nChanged 34
		SP:Iteration 32Q (89175.380000 sec): 3 clusters
  Score: Raw -371494.341401 + Penalty 2607.014973 = -368887.326427
  nChanged 34
		SP:Iteration 33Q (89175.440000 sec): 3 clusters
  Score: Raw -371526.743176 + Penalty 2607.014973 = -368919.728203
  nChanged 22
		SP:Iteration 34Q (89175.500000 sec): 3 clusters
  Score: Raw -371546.206418 + Penalty 2607.014973 = -368939.191445
  nChanged 13
		SP:Iteration 35Q (89175.560000 sec): 3 clusters
  Score: Raw -371552.155828 + Penalty 2607.014973 = -368945.140855
  nChanged 5
		SP:Iteration 36Q (89175.610000 sec): 3 clusters
  Score: Raw -371553.133679 + Penalty 2607.014973 = -368946.118706
  nChanged 0
		SP:Iteration 37F (89175.670000 sec): 3 clusters
  Score: Raw -371553.133679 + Penalty 2607.014973 = -368946.118706
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 45 (1463 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (89175.760000 sec): 2 clusters
  Score: Raw -163459.424962 + Penalty 1184.339715 = -162275.085246
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (89175.940000 sec): 3 clusters
  Score: Raw -162915.427543 + Penalty 2368.679430 = -160546.748113
  nChanged 459
		SP:Iteration 1F (89176.110000 sec): 3 clusters
  Score: Raw -163270.346929 + Penalty 2368.679430 = -160901.667499
  nChanged 114
		SP:Iteration 2F (89176.280000 sec): 3 clusters
  Score: Raw -163383.789466 + Penalty 2368.679430 = -161015.110035
  nChanged 59
		SP:Iteration 3Q (89176.460000 sec): 3 clusters
  Score: Raw -163432.996518 + Penalty 2368.679430 = -161064.317087
  nChanged 41
		SP:Iteration 4Q (89176.640000 sec): 3 clusters
  Score: Raw -163466.401430 + Penalty 2368.679430 = -161097.722000
  nChanged 33
		SP:Iteration 5Q (89176.740000 sec): 3 clusters
  Score: Raw -163499.793359 + Penalty 2368.679430 = -161131.113929
  nChanged 29
		SP:Iteration 6Q (89176.770000 sec): 3 clusters
  Score: Raw -163522.670142 + Penalty 2368.679430 = -161153.990712
  nChanged 18
		SP:Iteration 7Q (89176.810000 sec): 3 clusters
  Score: Raw -163535.702879 + Penalty 2368.679430 = -161167.023449
  nChanged 14
		SP:Iteration 8Q (89176.840000 sec): 3 clusters
  Score: Raw -163544.418834 + Penalty 2368.679430 = -161175.739404
  nChanged 9
		SP:Iteration 9Q (89176.870000 sec): 3 clusters
  Score: Raw -163549.859039 + Penalty 2368.679430 = -161181.179608
  nChanged 9
		SP:Iteration 10Q (89176.910000 sec): 3 clusters
  Score: Raw -163553.605463 + Penalty 2368.679430 = -161184.926033
  nChanged 3
		SP:Iteration 11Q (89176.940000 sec): 3 clusters
  Score: Raw -163556.548521 + Penalty 2368.679430 = -161187.869091
  nChanged 3
		SP:Iteration 12Q (89176.970000 sec): 3 clusters
  Score: Raw -163557.997130 + Penalty 2368.679430 = -161189.317699
  nChanged 3
		SP:Iteration 13Q (89177.010000 sec): 3 clusters
  Score: Raw -163559.499415 + Penalty 2368.679430 = -161190.819984
  nChanged 3
		SP:Iteration 14Q (89177.040000 sec): 3 clusters
  Score: Raw -163561.347070 + Penalty 2368.679430 = -161192.667639
  nChanged 2
		SP:Iteration 15Q (89177.070000 sec): 3 clusters
  Score: Raw -163563.004810 + Penalty 2368.679430 = -161194.325379
  nChanged 4
		SP:Iteration 16Q (89177.110000 sec): 3 clusters
  Score: Raw -163566.568559 + Penalty 2368.679430 = -161197.889129
  nChanged 4
		SP:Iteration 17Q (89177.140000 sec): 3 clusters
  Score: Raw -163569.271648 + Penalty 2368.679430 = -161200.592217
  nChanged 3
		SP:Iteration 18Q (89177.170000 sec): 3 clusters
  Score: Raw -163572.233847 + Penalty 2368.679430 = -161203.554416
  nChanged 3
		SP:Iteration 19Q (89177.210000 sec): 3 clusters
  Score: Raw -163574.077387 + Penalty 2368.679430 = -161205.397956
  nChanged 4
		SP:Iteration 20F (89177.240000 sec): 3 clusters
  Score: Raw -163576.405859 + Penalty 2368.679430 = -161207.726429
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 46 (21585 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (89177.490000 sec): 2 clusters
  Score: Raw -2498084.141711 + Penalty 1621.710010 = -2496462.431701
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (89177.830000 sec): 3 clusters
  Score: Raw -2485000.032348 + Penalty 3243.420020 = -2481756.612328
  nChanged 9807
		SP:Iteration 1F (89178.180000 sec): 3 clusters
  Score: Raw -2490592.445507 + Penalty 3243.420020 = -2487349.025487
  nChanged 1189
		SP:Iteration 2F (89178.530000 sec): 3 clusters
  Score: Raw -2491165.736282 + Penalty 3243.420020 = -2487922.316262
  nChanged 1207
		SP:Iteration 3F (89178.830000 sec): 3 clusters
  Score: Raw -2491752.426200 + Penalty 3243.420020 = -2488509.006180
  nChanged 1185
		SP:Iteration 4F (89179.180000 sec): 3 clusters
  Score: Raw -2492377.743031 + Penalty 3243.420020 = -2489134.323011
  nChanged 1156
		SP:Iteration 5F (89179.510000 sec): 3 clusters
  Score: Raw -2493005.872878 + Penalty 3243.420020 = -2489762.452858
  nChanged 1167
		SP:Iteration 6F (89179.860000 sec): 3 clusters
  Score: Raw -2493690.947714 + Penalty 3243.420020 = -2490447.527694
  nChanged 1176
		SP:Iteration 7F (89180.210000 sec): 3 clusters
  Score: Raw -2494366.076693 + Penalty 3243.420020 = -2491122.656673
  nChanged 1146
		SP:Iteration 8F (89180.450000 sec): 3 clusters
  Score: Raw -2495059.515083 + Penalty 3243.420020 = -2491816.095062
  nChanged 1028
		SP:Iteration 9Q (89180.700000 sec): 3 clusters
  Score: Raw -2495676.200309 + Penalty 3243.420020 = -2492432.780289
  nChanged 925
		SP:Iteration 10Q (89181.070000 sec): 3 clusters
  Score: Raw -2496235.356701 + Penalty 3243.420020 = -2492991.936681
  nChanged 863
		SP:Iteration 11Q (89181.420000 sec): 3 clusters
  Score: Raw -2496723.038345 + Penalty 3243.420020 = -2493479.618325
  nChanged 771
		SP:Iteration 12Q (89181.760000 sec): 3 clusters
  Score: Raw -2497167.069385 + Penalty 3243.420020 = -2493923.649365
  nChanged 671
		SP:Iteration 13Q (89182.110000 sec): 3 clusters
  Score: Raw -2497521.377001 + Penalty 3243.420020 = -2494277.956981
  nChanged 554
		SP:Iteration 14Q (89182.420000 sec): 3 clusters
  Score: Raw -2497792.865972 + Penalty 3243.420020 = -2494549.445952
  nChanged 484
		SP:Iteration 15Q (89182.760000 sec): 3 clusters
  Score: Raw -2498016.333077 + Penalty 3243.420020 = -2494772.913056
  nChanged 410
		SP:Iteration 16Q (89183.050000 sec): 3 clusters
  Score: Raw -2498195.286512 + Penalty 3243.420020 = -2494951.866492
  nChanged 347
		SP:Iteration 17Q (89183.430000 sec): 3 clusters
  Score: Raw -2498346.390639 + Penalty 3243.420020 = -2495102.970619
  nChanged 296
		SP:Iteration 18Q (89183.740000 sec): 3 clusters
  Score: Raw -2498459.413477 + Penalty 3243.420020 = -2495215.993457
  nChanged 235
		SP:Iteration 19Q (89184.040000 sec): 3 clusters
  Score: Raw -2498546.654625 + Penalty 3243.420020 = -2495303.234605
  nChanged 189
		SP:Iteration 20F (89184.380000 sec): 3 clusters
  Score: Raw -2498611.847451 + Penalty 3243.420020 = -2495368.427431
  nChanged 147
		SP:Iteration 21Q (89184.690000 sec): 3 clusters
  Score: Raw -2498659.555729 + Penalty 3243.420020 = -2495416.135709
  nChanged 140
		SP:Iteration 22Q (89184.990000 sec): 3 clusters
  Score: Raw -2498709.502441 + Penalty 3243.420020 = -2495466.082420
  nChanged 128
		SP:Iteration 23Q (89185.330000 sec): 3 clusters
  Score: Raw -2498762.057568 + Penalty 3243.420020 = -2495518.637548
  nChanged 153
		SP:Iteration 24Q (89185.630000 sec): 3 clusters
  Score: Raw -2498842.389416 + Penalty 3243.420020 = -2495598.969396
  nChanged 182
		SP:Iteration 25Q (89185.970000 sec): 3 clusters
  Score: Raw -2498933.118480 + Penalty 3243.420020 = -2495689.698460
  nChanged 166
		SP:Iteration 26Q (89186.270000 sec): 3 clusters
  Score: Raw -2499007.525814 + Penalty 3243.420020 = -2495764.105794
  nChanged 169
		SP:Iteration 27Q (89186.580000 sec): 3 clusters
  Score: Raw -2499075.348414 + Penalty 3243.420020 = -2495831.928394
  nChanged 146
		SP:Iteration 28Q (89186.880000 sec): 3 clusters
  Score: Raw -2499117.339664 + Penalty 3243.420020 = -2495873.919644
  nChanged 129
		SP:Iteration 29Q (89187.180000 sec): 3 clusters
  Score: Raw -2499141.489140 + Penalty 3243.420020 = -2495898.069120
  nChanged 90
		SP:Iteration 30Q (89187.480000 sec): 3 clusters
  Score: Raw -2499152.773919 + Penalty 3243.420020 = -2495909.353898
  nChanged 59
		SP:Iteration 31Q (89187.780000 sec): 3 clusters
  Score: Raw -2499159.905809 + Penalty 3243.420020 = -2495916.485789
  nChanged 52
		SP:Iteration 32Q (89188.080000 sec): 3 clusters
  Score: Raw -2499165.245238 + Penalty 3243.420020 = -2495921.825218
  nChanged 39
		SP:Iteration 33Q (89188.380000 sec): 3 clusters
  Score: Raw -2499169.024928 + Penalty 3243.420020 = -2495925.604908
  nChanged 26
		SP:Iteration 34Q (89188.680000 sec): 3 clusters
  Score: Raw -2499171.494510 + Penalty 3243.420020 = -2495928.074490
  nChanged 33
		SP:Iteration 35Q (89188.980000 sec): 3 clusters
  Score: Raw -2499174.024614 + Penalty 3243.420020 = -2495930.604594
  nChanged 25
		SP:Iteration 36Q (89189.320000 sec): 3 clusters
  Score: Raw -2499175.637301 + Penalty 3243.420020 = -2495932.217281
  nChanged 9
		SP:Iteration 37Q (89189.660000 sec): 3 clusters
  Score: Raw -2499176.076984 + Penalty 3243.420020 = -2495932.656964
  nChanged 9
		SP:Iteration 38Q (89189.960000 sec): 3 clusters
  Score: Raw -2499176.400920 + Penalty 3243.420020 = -2495932.980900
  nChanged 8
		SP:Iteration 39Q (89190.300000 sec): 3 clusters
  Score: Raw -2499176.829841 + Penalty 3243.420020 = -2495933.409821
  nChanged 7
		SP:Iteration 40F (89190.640000 sec): 3 clusters
  Score: Raw -2499177.096633 + Penalty 3243.420020 = -2495933.676613
  nChanged 4
		SP:Iteration 41Q (89190.980000 sec): 3 clusters
  Score: Raw -2499177.288206 + Penalty 3243.420020 = -2495933.868186
  nChanged 5
		SP:Iteration 42Q (89191.320000 sec): 3 clusters
  Score: Raw -2499177.501022 + Penalty 3243.420020 = -2495934.081002
  nChanged 6
		SP:Iteration 43Q (89191.590000 sec): 3 clusters
  Score: Raw -2499177.819640 + Penalty 3243.420020 = -2495934.399620
  nChanged 4
		SP:Iteration 44Q (89191.890000 sec): 3 clusters
  Score: Raw -2499177.993451 + Penalty 3243.420020 = -2495934.573431
  nChanged 2
		SP:Iteration 45Q (89192.230000 sec): 3 clusters
  Score: Raw -2499178.119327 + Penalty 3243.420020 = -2495934.699307
  nChanged 4
		SP:Iteration 46Q (89192.530000 sec): 3 clusters
  Score: Raw -2499178.343721 + Penalty 3243.420020 = -2495934.923701
  nChanged 4
		SP:Iteration 47Q (89192.870000 sec): 3 clusters
  Score: Raw -2499178.546873 + Penalty 3243.420020 = -2495935.126853
  nChanged 3
		SP:Iteration 48Q (89193.170000 sec): 3 clusters
  Score: Raw -2499178.644488 + Penalty 3243.420020 = -2495935.224468
  nChanged 0
		SP:Iteration 49F (89193.510000 sec): 3 clusters
  Score: Raw -2499178.644488 + Penalty 3243.420020 = -2495935.224468
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 47 (1051 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (89193.590000 sec): 2 clusters
  Score: Raw -136850.155718 + Penalty 1130.593323 = -135719.562396
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (89193.760000 sec): 3 clusters
  Score: Raw -136517.867610 + Penalty 2261.186646 = -134256.680965
  nChanged 339
		SP:Iteration 1F (89193.940000 sec): 3 clusters
  Score: Raw -136819.431592 + Penalty 2261.186646 = -134558.244946
  nChanged 85
		SP:Iteration 2F (89194.110000 sec): 3 clusters
  Score: Raw -136914.204874 + Penalty 2261.186646 = -134653.018229
  nChanged 53
		SP:Iteration 3F (89194.290000 sec): 3 clusters
  Score: Raw -136968.866165 + Penalty 2261.186646 = -134707.679519
  nChanged 36
		SP:Iteration 4Q (89194.470000 sec): 3 clusters
  Score: Raw -137009.206177 + Penalty 2261.186646 = -134748.019531
  nChanged 31
		SP:Iteration 5Q (89194.490000 sec): 3 clusters
  Score: Raw -137036.265348 + Penalty 2261.186646 = -134775.078703
  nChanged 18
		SP:Iteration 6Q (89194.520000 sec): 3 clusters
  Score: Raw -137057.050967 + Penalty 2261.186646 = -134795.864322
  nChanged 17
		SP:Iteration 7Q (89194.540000 sec): 3 clusters
  Score: Raw -137073.134942 + Penalty 2261.186646 = -134811.948297
  nChanged 11
		SP:Iteration 8Q (89194.570000 sec): 3 clusters
  Score: Raw -137080.552273 + Penalty 2261.186646 = -134819.365627
  nChanged 11
		SP:Iteration 9Q (89194.590000 sec): 3 clusters
  Score: Raw -137089.644677 + Penalty 2261.186646 = -134828.458032
  nChanged 7
		SP:Iteration 10Q (89194.620000 sec): 3 clusters
  Score: Raw -137094.999196 + Penalty 2261.186646 = -134833.812550
  nChanged 8
		SP:Iteration 11Q (89194.640000 sec): 3 clusters
  Score: Raw -137100.990549 + Penalty 2261.186646 = -134839.803904
  nChanged 11
		SP:Iteration 12Q (89194.670000 sec): 3 clusters
  Score: Raw -137110.475443 + Penalty 2261.186646 = -134849.288797
  nChanged 10
		SP:Iteration 13Q (89194.690000 sec): 3 clusters
  Score: Raw -137117.443090 + Penalty 2261.186646 = -134856.256444
  nChanged 7
		SP:Iteration 14Q (89194.720000 sec): 3 clusters
  Score: Raw -137121.920607 + Penalty 2261.186646 = -134860.733962
  nChanged 10
		SP:Iteration 15Q (89194.740000 sec): 3 clusters
  Score: Raw -137127.854941 + Penalty 2261.186646 = -134866.668295
  nChanged 4
		SP:Iteration 16Q (89194.760000 sec): 3 clusters
  Score: Raw -137131.493036 + Penalty 2261.186646 = -134870.306391
  nChanged 8
		SP:Iteration 17Q (89194.790000 sec): 3 clusters
  Score: Raw -137136.308851 + Penalty 2261.186646 = -134875.122206
  nChanged 5
		SP:Iteration 18Q (89194.840000 sec): 3 clusters
  Score: Raw -137138.445461 + Penalty 2261.186646 = -134877.258816
  nChanged 5
		SP:Iteration 19Q (89194.860000 sec): 3 clusters
  Score: Raw -137141.568026 + Penalty 2261.186646 = -134880.381381
  nChanged 8
		SP:Iteration 20F (89194.880000 sec): 3 clusters
  Score: Raw -137146.136154 + Penalty 2261.186646 = -134884.949509
  nChanged 8
		SP:Iteration 21Q (89194.910000 sec): 3 clusters
  Score: Raw -137152.884886 + Penalty 2261.186646 = -134891.698240
  nChanged 11
		SP:Iteration 22Q (89194.940000 sec): 3 clusters
  Score: Raw -137161.121586 + Penalty 2261.186646 = -134899.934941
  nChanged 10
		SP:Iteration 23Q (89194.960000 sec): 3 clusters
  Score: Raw -137166.850843 + Penalty 2261.186646 = -134905.664197
  nChanged 8
		SP:Iteration 24Q (89194.980000 sec): 3 clusters
  Score: Raw -137170.944771 + Penalty 2261.186646 = -134909.758125
  nChanged 11
		SP:Iteration 25Q (89195.010000 sec): 3 clusters
  Score: Raw -137183.503714 + Penalty 2261.186646 = -134922.317068
  nChanged 8
		SP:Iteration 26Q (89195.040000 sec): 3 clusters
  Score: Raw -137193.599419 + Penalty 2261.186646 = -134932.412774
  nChanged 9
		SP:Iteration 27Q (89195.060000 sec): 3 clusters
  Score: Raw -137202.527486 + Penalty 2261.186646 = -134941.340841
  nChanged 6
		SP:Iteration 28Q (89195.080000 sec): 3 clusters
  Score: Raw -137206.974590 + Penalty 2261.186646 = -134945.787944
  nChanged 8
		SP:Iteration 29Q (89195.110000 sec): 3 clusters
  Score: Raw -137212.134605 + Penalty 2261.186646 = -134950.947960
  nChanged 7
		SP:Iteration 30Q (89195.130000 sec): 3 clusters
  Score: Raw -137217.416967 + Penalty 2261.186646 = -134956.230322
  nChanged 7
		SP:Iteration 31Q (89195.160000 sec): 3 clusters
  Score: Raw -137223.022443 + Penalty 2261.186646 = -134961.835798
  nChanged 5
		SP:Iteration 32Q (89195.180000 sec): 3 clusters
  Score: Raw -137226.863717 + Penalty 2261.186646 = -134965.677071
  nChanged 5
		SP:Iteration 33Q (89195.210000 sec): 3 clusters
  Score: Raw -137232.739412 + Penalty 2261.186646 = -134971.552766
  nChanged 4
		SP:Iteration 34Q (89195.230000 sec): 3 clusters
  Score: Raw -137237.657802 + Penalty 2261.186646 = -134976.471157
  nChanged 4
		SP:Iteration 35Q (89195.260000 sec): 3 clusters
  Score: Raw -137242.459481 + Penalty 2261.186646 = -134981.272836
  nChanged 2
		SP:Iteration 36Q (89195.280000 sec): 3 clusters
  Score: Raw -137243.703039 + Penalty 2261.186646 = -134982.516394
  nChanged 2
		SP:Iteration 37Q (89195.310000 sec): 3 clusters
  Score: Raw -137244.944662 + Penalty 2261.186646 = -134983.758017
  nChanged 2
		SP:Iteration 38Q (89195.330000 sec): 3 clusters
  Score: Raw -137245.966185 + Penalty 2261.186646 = -134984.779539
  nChanged 0
		SP:Iteration 39F (89195.360000 sec): 3 clusters
  Score: Raw -137245.966185 + Penalty 2261.186646 = -134984.779539
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 48 (221 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (89195.400000 sec): 2 clusters
  Score: Raw -16621.085114 + Penalty 877.201439 = -15743.883675
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (89195.410000 sec): 3 clusters
  Score: Raw -16726.549122 + Penalty 1754.402878 = -14972.146244
  nChanged 38
		SP:Iteration 1F (89195.420000 sec): 3 clusters
  Score: Raw -16835.080592 + Penalty 1754.402878 = -15080.677714
  nChanged 7
		SP:Iteration 2Q (89195.420000 sec): 3 clusters
  Score: Raw -16875.568131 + Penalty 1754.402878 = -15121.165253
  nChanged 4
		SP:Iteration 3Q (89195.430000 sec): 3 clusters
  Score: Raw -16900.191969 + Penalty 1754.402878 = -15145.789091
  nChanged 3
		SP:Iteration 4Q (89195.440000 sec): 3 clusters
  Score: Raw -16905.771899 + Penalty 1754.402878 = -15151.369021
  nChanged 1
		SP:Iteration 5Q (89195.440000 sec): 3 clusters
  Score: Raw -16908.664888 + Penalty 1754.402878 = -15154.262010
  nChanged 1
		SP:Iteration 6Q (89195.450000 sec): 3 clusters
  Score: Raw -16909.805542 + Penalty 1754.402878 = -15155.402664
  nChanged 0
		SP:Iteration 7F (89195.460000 sec): 3 clusters
  Score: Raw -16909.805542 + Penalty 1754.402878 = -15155.402664
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 49 (17021 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (89195.650000 sec): 2 clusters
  Score: Raw -2056051.066386 + Penalty 1583.108013 = -2054467.958373
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (89195.950000 sec): 3 clusters
  Score: Raw -2045864.087200 + Penalty 3166.216025 = -2042697.871175
  nChanged 7661
		SP:Iteration 1F (89196.250000 sec): 3 clusters
  Score: Raw -2050478.020210 + Penalty 3166.216025 = -2047311.804185
  nChanged 1183
		SP:Iteration 2F (89196.550000 sec): 3 clusters
  Score: Raw -2051154.927409 + Penalty 3166.216025 = -2047988.711384
  nChanged 1216
		SP:Iteration 3F (89196.840000 sec): 3 clusters
  Score: Raw -2051974.757851 + Penalty 3166.216025 = -2048808.541826
  nChanged 1210
		SP:Iteration 4F (89197.140000 sec): 3 clusters
  Score: Raw -2052804.398862 + Penalty 3166.216025 = -2049638.182837
  nChanged 1080
		SP:Iteration 5F (89197.440000 sec): 3 clusters
  Score: Raw -2053566.720742 + Penalty 3166.216025 = -2050400.504717
  nChanged 970
		SP:Iteration 6F (89197.740000 sec): 3 clusters
  Score: Raw -2054191.025904 + Penalty 3166.216025 = -2051024.809879
  nChanged 791
		SP:Iteration 7Q (89198.040000 sec): 3 clusters
  Score: Raw -2054640.453889 + Penalty 3166.216025 = -2051474.237863
  nChanged 667
		SP:Iteration 8Q (89198.340000 sec): 3 clusters
  Score: Raw -2054961.674519 + Penalty 3166.216025 = -2051795.458494
  nChanged 554
		SP:Iteration 9Q (89198.590000 sec): 3 clusters
  Score: Raw -2055240.208274 + Penalty 3166.216025 = -2052073.992248
  nChanged 479
		SP:Iteration 10Q (89198.890000 sec): 3 clusters
  Score: Raw -2055509.412530 + Penalty 3166.216025 = -2052343.196505
  nChanged 455
		SP:Iteration 11Q (89199.190000 sec): 3 clusters
  Score: Raw -2055806.898657 + Penalty 3166.216025 = -2052640.682631
  nChanged 440
		SP:Iteration 12Q (89199.490000 sec): 3 clusters
  Score: Raw -2056124.439480 + Penalty 3166.216025 = -2052958.223455
  nChanged 412
		SP:Iteration 13Q (89199.790000 sec): 3 clusters
  Score: Raw -2056445.461363 + Penalty 3166.216025 = -2053279.245338
  nChanged 376
		SP:Iteration 14Q (89200.080000 sec): 3 clusters
  Score: Raw -2056707.207998 + Penalty 3166.216025 = -2053540.991972
  nChanged 306
		SP:Iteration 15Q (89200.380000 sec): 3 clusters
  Score: Raw -2056896.175357 + Penalty 3166.216025 = -2053729.959332
  nChanged 243
		SP:Iteration 16Q (89200.680000 sec): 3 clusters
  Score: Raw -2057022.215516 + Penalty 3166.216025 = -2053855.999490
  nChanged 192
		SP:Iteration 17Q (89200.980000 sec): 3 clusters
  Score: Raw -2057116.613107 + Penalty 3166.216025 = -2053950.397081
  nChanged 168
		SP:Iteration 18Q (89201.280000 sec): 3 clusters
  Score: Raw -2057180.043564 + Penalty 3166.216025 = -2054013.827539
  nChanged 128
		SP:Iteration 19Q (89201.580000 sec): 3 clusters
  Score: Raw -2057227.604053 + Penalty 3166.216025 = -2054061.388028
  nChanged 133
		SP:Iteration 20F (89201.870000 sec): 3 clusters
  Score: Raw -2057273.220759 + Penalty 3166.216025 = -2054107.004734
  nChanged 108
		SP:Iteration 21Q (89202.170000 sec): 3 clusters
  Score: Raw -2057303.967079 + Penalty 3166.216025 = -2054137.751054
  nChanged 98
		SP:Iteration 22Q (89202.470000 sec): 3 clusters
  Score: Raw -2057329.198656 + Penalty 3166.216025 = -2054162.982631
  nChanged 78
		SP:Iteration 23Q (89202.770000 sec): 3 clusters
  Score: Raw -2057350.501027 + Penalty 3166.216025 = -2054184.285002
  nChanged 61
		SP:Iteration 24Q (89203.070000 sec): 3 clusters
  Score: Raw -2057366.341303 + Penalty 3166.216025 = -2054200.125277
  nChanged 72
		SP:Iteration 25Q (89203.370000 sec): 3 clusters
  Score: Raw -2057381.091631 + Penalty 3166.216025 = -2054214.875605
  nChanged 59
		SP:Iteration 26Q (89203.670000 sec): 3 clusters
  Score: Raw -2057393.400644 + Penalty 3166.216025 = -2054227.184619
  nChanged 56
		SP:Iteration 27Q (89203.960000 sec): 3 clusters
  Score: Raw -2057403.970397 + Penalty 3166.216025 = -2054237.754372
  nChanged 52
		SP:Iteration 28Q (89204.260000 sec): 3 clusters
  Score: Raw -2057413.320683 + Penalty 3166.216025 = -2054247.104657
  nChanged 44
		SP:Iteration 29Q (89204.560000 sec): 3 clusters
  Score: Raw -2057422.400280 + Penalty 3166.216025 = -2054256.184255
  nChanged 36
		SP:Iteration 30Q (89204.870000 sec): 3 clusters
  Score: Raw -2057428.035089 + Penalty 3166.216025 = -2054261.819064
  nChanged 26
		SP:Iteration 31Q (89205.080000 sec): 3 clusters
  Score: Raw -2057431.903997 + Penalty 3166.216025 = -2054265.687971
  nChanged 20
		SP:Iteration 32Q (89205.290000 sec): 3 clusters
  Score: Raw -2057434.523386 + Penalty 3166.216025 = -2054268.307361
  nChanged 25
		SP:Iteration 33Q (89205.540000 sec): 3 clusters
  Score: Raw -2057437.887221 + Penalty 3166.216025 = -2054271.671196
  nChanged 18
		SP:Iteration 34Q (89205.800000 sec): 3 clusters
  Score: Raw -2057439.606127 + Penalty 3166.216025 = -2054273.390102
  nChanged 18
		SP:Iteration 35Q (89206.100000 sec): 3 clusters
  Score: Raw -2057441.737504 + Penalty 3166.216025 = -2054275.521479
  nChanged 20
		SP:Iteration 36Q (89206.400000 sec): 3 clusters
  Score: Raw -2057444.697533 + Penalty 3166.216025 = -2054278.481508
  nChanged 19
		SP:Iteration 37Q (89206.700000 sec): 3 clusters
  Score: Raw -2057447.753860 + Penalty 3166.216025 = -2054281.537835
  nChanged 29
		SP:Iteration 38Q (89207.000000 sec): 3 clusters
  Score: Raw -2057451.493084 + Penalty 3166.216025 = -2054285.277058
  nChanged 22
		SP:Iteration 39Q (89207.290000 sec): 3 clusters
  Score: Raw -2057454.023455 + Penalty 3166.216025 = -2054287.807430
  nChanged 14
		SP:Iteration 40F (89207.590000 sec): 3 clusters
  Score: Raw -2057455.545151 + Penalty 3166.216025 = -2054289.329126
  nChanged 17
		SP:Iteration 41Q (89207.850000 sec): 3 clusters
  Score: Raw -2057458.152479 + Penalty 3166.216025 = -2054291.936453
  nChanged 20
		SP:Iteration 42Q (89208.100000 sec): 3 clusters
  Score: Raw -2057461.003136 + Penalty 3166.216025 = -2054294.787110
  nChanged 21
		SP:Iteration 43Q (89208.400000 sec): 3 clusters
  Score: Raw -2057463.879871 + Penalty 3166.216025 = -2054297.663846
  nChanged 24
		SP:Iteration 44Q (89208.610000 sec): 3 clusters
  Score: Raw -2057467.262727 + Penalty 3166.216025 = -2054301.046702
  nChanged 20
		SP:Iteration 45Q (89208.880000 sec): 3 clusters
  Score: Raw -2057470.022647 + Penalty 3166.216025 = -2054303.806621
  nChanged 24
		SP:Iteration 46Q (89209.140000 sec): 3 clusters
  Score: Raw -2057473.185414 + Penalty 3166.216025 = -2054306.969388
  nChanged 19
		SP:Iteration 47Q (89209.390000 sec): 3 clusters
  Score: Raw -2057474.870899 + Penalty 3166.216025 = -2054308.654873
  nChanged 13
		SP:Iteration 48Q (89209.640000 sec): 3 clusters
  Score: Raw -2057476.166964 + Penalty 3166.216025 = -2054309.950939
  nChanged 10
		SP:Iteration 49Q (89209.940000 sec): 3 clusters
  Score: Raw -2057477.346756 + Penalty 3166.216025 = -2054311.130730
  nChanged 7
		SP:Iteration 50Q (89210.240000 sec): 3 clusters
  Score: Raw -2057477.952869 + Penalty 3166.216025 = -2054311.736843
  nChanged 10
		SP:Iteration 51Q (89210.540000 sec): 3 clusters
  Score: Raw -2057478.796181 + Penalty 3166.216025 = -2054312.580156
  nChanged 5
		SP:Iteration 52Q (89210.800000 sec): 3 clusters
  Score: Raw -2057479.034562 + Penalty 3166.216025 = -2054312.818537
  nChanged 5
		SP:Iteration 53Q (89211.050000 sec): 3 clusters
  Score: Raw -2057479.598896 + Penalty 3166.216025 = -2054313.382871
  nChanged 6
		SP:Iteration 54Q (89211.290000 sec): 3 clusters
  Score: Raw -2057480.183209 + Penalty 3166.216025 = -2054313.967183
  nChanged 6
		SP:Iteration 55Q (89211.560000 sec): 3 clusters
  Score: Raw -2057480.661489 + Penalty 3166.216025 = -2054314.445464
  nChanged 3
		SP:Iteration 56Q (89211.860000 sec): 3 clusters
  Score: Raw -2057480.841321 + Penalty 3166.216025 = -2054314.625295
  nChanged 3
		SP:Iteration 57Q (89212.160000 sec): 3 clusters
  Score: Raw -2057481.173559 + Penalty 3166.216025 = -2054314.957533
  nChanged 1
		SP:Iteration 58Q (89212.460000 sec): 3 clusters
  Score: Raw -2057481.228293 + Penalty 3166.216025 = -2054315.012268
  nChanged 1
		SP:Iteration 59Q (89212.760000 sec): 3 clusters
  Score: Raw -2057481.266953 + Penalty 3166.216025 = -2054315.050928
  nChanged 1
		SP:Iteration 60F (89213.060000 sec): 3 clusters
  Score: Raw -2057481.386490 + Penalty 3166.216025 = -2054315.170465
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 50 (521 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (89213.160000 sec): 2 clusters
  Score: Raw -63580.827223 + Penalty 1016.559382 = -62564.267841
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (89213.250000 sec): 3 clusters
  Score: Raw -63499.194705 + Penalty 2033.118764 = -61466.075941
  nChanged 119
		SP:Iteration 1F (89213.260000 sec): 3 clusters
  Score: Raw -63639.150554 + Penalty 2033.118764 = -61606.031790
  nChanged 26
		SP:Iteration 2Q (89213.270000 sec): 3 clusters
  Score: Raw -63679.460504 + Penalty 2033.118764 = -61646.341741
  nChanged 12
		SP:Iteration 3Q (89213.280000 sec): 3 clusters
  Score: Raw -63702.727574 + Penalty 2033.118764 = -61669.608810
  nChanged 10
		SP:Iteration 4Q (89213.300000 sec): 3 clusters
  Score: Raw -63724.598643 + Penalty 2033.118764 = -61691.479879
  nChanged 6
		SP:Iteration 5Q (89213.320000 sec): 3 clusters
  Score: Raw -63735.565172 + Penalty 2033.118764 = -61702.446409
  nChanged 5
		SP:Iteration 6Q (89213.330000 sec): 3 clusters
  Score: Raw -63745.509435 + Penalty 2033.118764 = -61712.390671
  nChanged 6
		SP:Iteration 7Q (89213.350000 sec): 3 clusters
  Score: Raw -63753.684753 + Penalty 2033.118764 = -61720.565989
  nChanged 3
		SP:Iteration 8Q (89213.360000 sec): 3 clusters
  Score: Raw -63757.301711 + Penalty 2033.118764 = -61724.182948
  nChanged 2
		SP:Iteration 9Q (89213.380000 sec): 3 clusters
  Score: Raw -63759.239969 + Penalty 2033.118764 = -61726.121205
  nChanged 1
		SP:Iteration 10Q (89213.400000 sec): 3 clusters
  Score: Raw -63760.305218 + Penalty 2033.118764 = -61727.186455
  nChanged 1
		SP:Iteration 11Q (89213.410000 sec): 3 clusters
  Score: Raw -63761.247901 + Penalty 2033.118764 = -61728.129138
  nChanged 1
		SP:Iteration 12Q (89213.430000 sec): 3 clusters
  Score: Raw -63762.642805 + Penalty 2033.118764 = -61729.524042
  nChanged 1
		SP:Iteration 13Q (89213.440000 sec): 3 clusters
  Score: Raw -63763.309043 + Penalty 2033.118764 = -61730.190280
  nChanged 0
		SP:Iteration 14F (89213.460000 sec): 3 clusters
  Score: Raw -63763.309043 + Penalty 2033.118764 = -61730.190280
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 51 (12865 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (89213.630000 sec): 2 clusters
  Score: Raw -1632688.019562 + Penalty 1537.618180 = -1631150.401382
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (89213.880000 sec): 3 clusters
  Score: Raw -1625273.052960 + Penalty 3075.236361 = -1622197.816600
  nChanged 5562
		SP:Iteration 1F (89214.120000 sec): 3 clusters
  Score: Raw -1628167.670990 + Penalty 3075.236361 = -1625092.434630
  nChanged 653
		SP:Iteration 2F (89214.280000 sec): 3 clusters
  Score: Raw -1628403.635088 + Penalty 3075.236361 = -1625328.398728
  nChanged 575
		SP:Iteration 3Q (89214.580000 sec): 3 clusters
  Score: Raw -1628595.734722 + Penalty 3075.236361 = -1625520.498362
  nChanged 525
		SP:Iteration 4Q (89214.880000 sec): 3 clusters
  Score: Raw -1628778.041963 + Penalty 3075.236361 = -1625702.805602
  nChanged 481
		SP:Iteration 5Q (89215.120000 sec): 3 clusters
  Score: Raw -1628960.336626 + Penalty 3075.236361 = -1625885.100265
  nChanged 464
		SP:Iteration 6Q (89215.410000 sec): 3 clusters
  Score: Raw -1629157.791224 + Penalty 3075.236361 = -1626082.554864
  nChanged 516
		SP:Iteration 7Q (89215.650000 sec): 3 clusters
  Score: Raw -1629409.364014 + Penalty 3075.236361 = -1626334.127654
  nChanged 588
		SP:Iteration 8Q (89215.940000 sec): 3 clusters
  Score: Raw -1629744.806923 + Penalty 3075.236361 = -1626669.570563
  nChanged 691
		SP:Iteration 9F (89216.190000 sec): 3 clusters
  Score: Raw -1630218.594919 + Penalty 3075.236361 = -1627143.358558
  nChanged 780
		SP:Iteration 10F (89216.480000 sec): 3 clusters
  Score: Raw -1630829.873906 + Penalty 3075.236361 = -1627754.637545
  nChanged 776
		SP:Iteration 11F (89216.720000 sec): 3 clusters
  Score: Raw -1631508.707759 + Penalty 3075.236361 = -1628433.471398
  nChanged 636
		SP:Iteration 12Q (89217.000000 sec): 3 clusters
  Score: Raw -1632125.342525 + Penalty 3075.236361 = -1629050.106164
  nChanged 394
		SP:Iteration 13Q (89217.250000 sec): 3 clusters
  Score: Raw -1632499.764930 + Penalty 3075.236361 = -1629424.528569
  nChanged 182
		SP:Iteration 14Q (89217.490000 sec): 3 clusters
  Score: Raw -1632687.838919 + Penalty 3075.236361 = -1629612.602559
  nChanged 77
		SP:Iteration 15Q (89217.690000 sec): 3 clusters
  Score: Raw -1632779.492227 + Penalty 3075.236361 = -1629704.255866
  nChanged 43
		SP:Iteration 16Q (89217.890000 sec): 3 clusters
  Score: Raw -1632822.397257 + Penalty 3075.236361 = -1629747.160897
  nChanged 18
		SP:Iteration 17Q (89218.090000 sec): 3 clusters
  Score: Raw -1632844.312959 + Penalty 3075.236361 = -1629769.076598
  nChanged 17
		SP:Iteration 18Q (89218.290000 sec): 3 clusters
  Score: Raw -1632870.181484 + Penalty 3075.236361 = -1629794.945124
  nChanged 11
		SP:Iteration 19Q (89218.490000 sec): 3 clusters
  Score: Raw -1632881.138178 + Penalty 3075.236361 = -1629805.901817
  nChanged 3
		SP:Iteration 20F (89218.700000 sec): 3 clusters
  Score: Raw -1632883.382340 + Penalty 3075.236361 = -1629808.145979
  nChanged 2
		SP:Iteration 21Q (89218.900000 sec): 3 clusters
  Score: Raw -1632884.726405 + Penalty 3075.236361 = -1629809.490044
  nChanged 1
		SP:Iteration 22Q (89219.140000 sec): 3 clusters
  Score: Raw -1632885.605590 + Penalty 3075.236361 = -1629810.369230
  nChanged 0
		SP:Iteration 23F (89219.390000 sec): 3 clusters
  Score: Raw -1632885.605590 + Penalty 3075.236361 = -1629810.369230
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 52 (163 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (89219.480000 sec): 2 clusters
  Score: Raw -13033.355266 + Penalty 827.734408 = -12205.620859
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (89219.650000 sec): 3 clusters
  Score: Raw -13221.349917 + Penalty 1655.468815 = -11565.881102
  nChanged 29
		SP:Iteration 1F (89219.830000 sec): 3 clusters
  Score: Raw -13409.657081 + Penalty 1655.468815 = -11754.188266
  nChanged 12
		SP:Iteration 2F (89220.000000 sec): 3 clusters
  Score: Raw -13558.516401 + Penalty 1655.468815 = -11903.047586
  nChanged 2
		SP:Iteration 3Q (89220.180000 sec): 3 clusters
  Score: Raw -13572.458912 + Penalty 1655.468815 = -11916.990097
  nChanged 2
		SP:Iteration 4Q (89220.350000 sec): 3 clusters
  Score: Raw -13587.561785 + Penalty 1655.468815 = -11932.092969
  nChanged 3
		SP:Iteration 5Q (89220.350000 sec): 3 clusters
  Score: Raw -13625.890301 + Penalty 1655.468815 = -11970.421485
  nChanged 1
		SP:Iteration 6Q (89220.360000 sec): 3 clusters
  Score: Raw -13634.341457 + Penalty 1655.468815 = -11978.872641
  nChanged 0
		SP:Iteration 7F (89220.360000 sec): 3 clusters
  Score: Raw -13634.341457 + Penalty 1655.468815 = -11978.872641
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 53 (314 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (89220.400000 sec): 2 clusters
  Score: Raw -35569.570130 + Penalty 934.276360 = -34635.293769
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (89220.410000 sec): 3 clusters
  Score: Raw -35591.397204 + Penalty 1868.552720 = -33722.844484
  nChanged 60
		SP:Iteration 1F (89220.420000 sec): 3 clusters
  Score: Raw -35713.517697 + Penalty 1868.552720 = -33844.964977
  nChanged 14
		SP:Iteration 2Q (89220.430000 sec): 3 clusters
  Score: Raw -35755.255981 + Penalty 1868.552720 = -33886.703260
  nChanged 7
		SP:Iteration 3Q (89220.440000 sec): 3 clusters
  Score: Raw -35766.983740 + Penalty 1868.552720 = -33898.431019
  nChanged 0
		SP:Iteration 4F (89220.440000 sec): 3 clusters
  Score: Raw -35766.983740 + Penalty 1868.552720 = -33898.431019
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 54 (2260 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (89220.500000 sec): 2 clusters
  Score: Raw -253001.705308 + Penalty 1255.007015 = -251746.698293
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (89220.550000 sec): 3 clusters
  Score: Raw -252051.765937 + Penalty 2510.014030 = -249541.751907
  nChanged 800
		SP:Iteration 1F (89220.600000 sec): 3 clusters
  Score: Raw -252658.474257 + Penalty 2510.014030 = -250148.460227
  nChanged 198
		SP:Iteration 2F (89220.640000 sec): 3 clusters
  Score: Raw -252961.289969 + Penalty 2510.014030 = -250451.275939
  nChanged 178
		SP:Iteration 3F (89220.680000 sec): 3 clusters
  Score: Raw -253314.532293 + Penalty 2510.014030 = -250804.518263
  nChanged 174
		SP:Iteration 4F (89220.720000 sec): 3 clusters
  Score: Raw -253552.899541 + Penalty 2510.014030 = -251042.885511
  nChanged 130
		SP:Iteration 5F (89220.770000 sec): 3 clusters
  Score: Raw -253705.595386 + Penalty 2510.014030 = -251195.581356
  nChanged 90
		SP:Iteration 6Q (89220.810000 sec): 3 clusters
  Score: Raw -253798.389523 + Penalty 2510.014030 = -251288.375493
  nChanged 72
		SP:Iteration 7Q (89220.860000 sec): 3 clusters
  Score: Raw -253855.490376 + Penalty 2510.014030 = -251345.476346
  nChanged 48
		SP:Iteration 8Q (89220.900000 sec): 3 clusters
  Score: Raw -253890.352768 + Penalty 2510.014030 = -251380.338738
  nChanged 28
		SP:Iteration 9Q (89220.940000 sec): 3 clusters
  Score: Raw -253907.276719 + Penalty 2510.014030 = -251397.262689
  nChanged 23
		SP:Iteration 10Q (89220.980000 sec): 3 clusters
  Score: Raw -253918.344924 + Penalty 2510.014030 = -251408.330894
  nChanged 19
		SP:Iteration 11Q (89221.030000 sec): 3 clusters
  Score: Raw -253929.568584 + Penalty 2510.014030 = -251419.554554
  nChanged 10
		SP:Iteration 12Q (89221.070000 sec): 3 clusters
  Score: Raw -253932.793954 + Penalty 2510.014030 = -251422.779924
  nChanged 4
		SP:Iteration 13Q (89221.110000 sec): 3 clusters
  Score: Raw -253934.510552 + Penalty 2510.014030 = -251424.496522
  nChanged 4
		SP:Iteration 14Q (89221.160000 sec): 3 clusters
  Score: Raw -253936.165683 + Penalty 2510.014030 = -251426.151653
  nChanged 2
		SP:Iteration 15Q (89221.200000 sec): 3 clusters
  Score: Raw -253936.746211 + Penalty 2510.014030 = -251426.732181
  nChanged 1
		SP:Iteration 16Q (89221.240000 sec): 3 clusters
  Score: Raw -253937.054716 + Penalty 2510.014030 = -251427.040686
  nChanged 2
		SP:Iteration 17Q (89221.280000 sec): 3 clusters
  Score: Raw -253937.759393 + Penalty 2510.014030 = -251427.745363
  nChanged 4
		SP:Iteration 18Q (89221.330000 sec): 3 clusters
  Score: Raw -253940.058270 + Penalty 2510.014030 = -251430.044240
  nChanged 5
		SP:Iteration 19Q (89221.370000 sec): 3 clusters
  Score: Raw -253941.717458 + Penalty 2510.014030 = -251431.703428
  nChanged 4
		SP:Iteration 20F (89221.420000 sec): 3 clusters
  Score: Raw -253944.190374 + Penalty 2510.014030 = -251434.176344
  nChanged 6
		SP:Iteration 21Q (89221.460000 sec): 3 clusters
  Score: Raw -253948.562262 + Penalty 2510.014030 = -251438.548232
  nChanged 7
		SP:Iteration 22Q (89221.500000 sec): 3 clusters
  Score: Raw -253954.198477 + Penalty 2510.014030 = -251444.184447
  nChanged 7
		SP:Iteration 23Q (89221.550000 sec): 3 clusters
  Score: Raw -253957.837354 + Penalty 2510.014030 = -251447.823324
  nChanged 3
		SP:Iteration 24Q (89221.590000 sec): 3 clusters
  Score: Raw -253959.081011 + Penalty 2510.014030 = -251449.066981
  nChanged 3
		SP:Iteration 25Q (89221.630000 sec): 3 clusters
  Score: Raw -253959.693303 + Penalty 2510.014030 = -251449.679273
  nChanged 2
		SP:Iteration 26Q (89221.680000 sec): 3 clusters
  Score: Raw -253960.656552 + Penalty 2510.014030 = -251450.642522
  nChanged 3
		SP:Iteration 27Q (89221.720000 sec): 3 clusters
  Score: Raw -253963.595777 + Penalty 2510.014030 = -251453.581747
  nChanged 6
		SP:Iteration 28Q (89221.770000 sec): 3 clusters
  Score: Raw -253967.343689 + Penalty 2510.014030 = -251457.329659
  nChanged 4
		SP:Iteration 29Q (89221.810000 sec): 3 clusters
  Score: Raw -253969.601643 + Penalty 2510.014030 = -251459.587613
  nChanged 1
		SP:Iteration 30Q (89221.850000 sec): 3 clusters
  Score: Raw -253970.146329 + Penalty 2510.014030 = -251460.132299
  nChanged 0
		SP:Iteration 31F (89221.900000 sec): 3 clusters
  Score: Raw -253970.146329 + Penalty 2510.014030 = -251460.132299
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 55 (7965 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (89222.010000 sec): 2 clusters
  Score: Raw -957690.005695 + Penalty 1459.706986 = -956230.298709
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (89222.130000 sec): 3 clusters
  Score: Raw -953290.503264 + Penalty 2919.413972 = -950371.089291
  nChanged 3382
		SP:Iteration 1F (89222.240000 sec): 3 clusters
  Score: Raw -955061.767094 + Penalty 2919.413972 = -952142.353121
  nChanged 463
		SP:Iteration 2F (89222.360000 sec): 3 clusters
  Score: Raw -955261.324070 + Penalty 2919.413972 = -952341.910097
  nChanged 382
		SP:Iteration 3Q (89222.560000 sec): 3 clusters
  Score: Raw -955438.489944 + Penalty 2919.413972 = -952519.075971
  nChanged 369
		SP:Iteration 4Q (89222.770000 sec): 3 clusters
  Score: Raw -955611.195569 + Penalty 2919.413972 = -952691.781597
  nChanged 329
		SP:Iteration 5Q (89222.970000 sec): 3 clusters
  Score: Raw -955766.116384 + Penalty 2919.413972 = -952846.702411
  nChanged 334
		SP:Iteration 6Q (89223.160000 sec): 3 clusters
  Score: Raw -955918.930573 + Penalty 2919.413972 = -952999.516600
  nChanged 280
		SP:Iteration 7Q (89223.360000 sec): 3 clusters
  Score: Raw -956037.859522 + Penalty 2919.413972 = -953118.445549
  nChanged 258
		SP:Iteration 8Q (89223.550000 sec): 3 clusters
  Score: Raw -956152.922746 + Penalty 2919.413972 = -953233.508774
  nChanged 209
		SP:Iteration 9Q (89223.750000 sec): 3 clusters
  Score: Raw -956250.017601 + Penalty 2919.413972 = -953330.603629
  nChanged 212
		SP:Iteration 10Q (89223.950000 sec): 3 clusters
  Score: Raw -956371.050371 + Penalty 2919.413972 = -953451.636399
  nChanged 219
		SP:Iteration 11Q (89224.140000 sec): 3 clusters
  Score: Raw -956500.716309 + Penalty 2919.413972 = -953581.302337
  nChanged 227
		SP:Iteration 12Q (89224.330000 sec): 3 clusters
  Score: Raw -956641.957334 + Penalty 2919.413972 = -953722.543362
  nChanged 247
		SP:Iteration 13Q (89224.530000 sec): 3 clusters
  Score: Raw -956780.859822 + Penalty 2919.413972 = -953861.445850
  nChanged 213
		SP:Iteration 14Q (89224.730000 sec): 3 clusters
  Score: Raw -956911.638002 + Penalty 2919.413972 = -953992.224030
  nChanged 209
		SP:Iteration 15Q (89224.920000 sec): 3 clusters
  Score: Raw -957037.307707 + Penalty 2919.413972 = -954117.893735
  nChanged 210
		SP:Iteration 16Q (89225.120000 sec): 3 clusters
  Score: Raw -957147.440957 + Penalty 2919.413972 = -954228.026985
  nChanged 201
		SP:Iteration 17Q (89225.320000 sec): 3 clusters
  Score: Raw -957255.897368 + Penalty 2919.413972 = -954336.483395
  nChanged 186
		SP:Iteration 18Q (89225.510000 sec): 3 clusters
  Score: Raw -957359.923878 + Penalty 2919.413972 = -954440.509906
  nChanged 162
		SP:Iteration 19Q (89225.710000 sec): 3 clusters
  Score: Raw -957443.223267 + Penalty 2919.413972 = -954523.809295
  nChanged 140
		SP:Iteration 20F (89225.900000 sec): 3 clusters
  Score: Raw -957514.262199 + Penalty 2919.413972 = -954594.848227
  nChanged 132
		SP:Iteration 21Q (89226.100000 sec): 3 clusters
  Score: Raw -957577.413219 + Penalty 2919.413972 = -954657.999246
  nChanged 105
		SP:Iteration 22Q (89226.300000 sec): 3 clusters
  Score: Raw -957624.000137 + Penalty 2919.413972 = -954704.586164
  nChanged 79
		SP:Iteration 23Q (89226.490000 sec): 3 clusters
  Score: Raw -957662.925884 + Penalty 2919.413972 = -954743.511912
  nChanged 82
		SP:Iteration 24Q (89226.690000 sec): 3 clusters
  Score: Raw -957701.289629 + Penalty 2919.413972 = -954781.875657
  nChanged 76
		SP:Iteration 25Q (89226.890000 sec): 3 clusters
  Score: Raw -957737.087090 + Penalty 2919.413972 = -954817.673118
  nChanged 69
		SP:Iteration 26Q (89227.080000 sec): 3 clusters
  Score: Raw -957768.507072 + Penalty 2919.413972 = -954849.093100
  nChanged 66
		SP:Iteration 27Q (89227.270000 sec): 3 clusters
  Score: Raw -957797.381099 + Penalty 2919.413972 = -954877.967126
  nChanged 56
		SP:Iteration 28Q (89227.470000 sec): 3 clusters
  Score: Raw -957823.298573 + Penalty 2919.413972 = -954903.884600
  nChanged 63
		SP:Iteration 29Q (89227.670000 sec): 3 clusters
  Score: Raw -957847.401350 + Penalty 2919.413972 = -954927.987378
  nChanged 55
		SP:Iteration 30Q (89227.870000 sec): 3 clusters
  Score: Raw -957868.895191 + Penalty 2919.413972 = -954949.481218
  nChanged 49
		SP:Iteration 31Q (89228.070000 sec): 3 clusters
  Score: Raw -957890.434850 + Penalty 2919.413972 = -954971.020878
  nChanged 52
		SP:Iteration 32Q (89228.260000 sec): 3 clusters
  Score: Raw -957909.881519 + Penalty 2919.413972 = -954990.467547
  nChanged 38
		SP:Iteration 33Q (89228.460000 sec): 3 clusters
  Score: Raw -957921.970658 + Penalty 2919.413972 = -955002.556686
  nChanged 27
		SP:Iteration 34Q (89228.660000 sec): 3 clusters
  Score: Raw -957931.907913 + Penalty 2919.413972 = -955012.493941
  nChanged 24
		SP:Iteration 35Q (89228.810000 sec): 3 clusters
  Score: Raw -957941.126530 + Penalty 2919.413972 = -955021.712557
  nChanged 27
		SP:Iteration 36Q (89229.010000 sec): 3 clusters
  Score: Raw -957952.102585 + Penalty 2919.413972 = -955032.688612
  nChanged 23
		SP:Iteration 37Q (89229.210000 sec): 3 clusters
  Score: Raw -957959.025046 + Penalty 2919.413972 = -955039.611074
  nChanged 20
		SP:Iteration 38Q (89229.410000 sec): 3 clusters
  Score: Raw -957965.644357 + Penalty 2919.413972 = -955046.230385
  nChanged 25
		SP:Iteration 39Q (89229.600000 sec): 3 clusters
  Score: Raw -957974.760040 + Penalty 2919.413972 = -955055.346067
  nChanged 23
		SP:Iteration 40F (89229.800000 sec): 3 clusters
  Score: Raw -957982.652713 + Penalty 2919.413972 = -955063.238741
  nChanged 17
		SP:Iteration 41Q (89230.000000 sec): 3 clusters
  Score: Raw -957987.503051 + Penalty 2919.413972 = -955068.089079
  nChanged 11
		SP:Iteration 42Q (89230.190000 sec): 3 clusters
  Score: Raw -957991.225452 + Penalty 2919.413972 = -955071.811479
  nChanged 8
		SP:Iteration 43Q (89230.390000 sec): 3 clusters
  Score: Raw -957993.566844 + Penalty 2919.413972 = -955074.152872
  nChanged 9
		SP:Iteration 44Q (89230.590000 sec): 3 clusters
  Score: Raw -957996.264501 + Penalty 2919.413972 = -955076.850529
  nChanged 6
		SP:Iteration 45Q (89230.790000 sec): 3 clusters
  Score: Raw -957997.913337 + Penalty 2919.413972 = -955078.499364
  nChanged 8
		SP:Iteration 46Q (89230.990000 sec): 3 clusters
  Score: Raw -958000.353227 + Penalty 2919.413972 = -955080.939255
  nChanged 8
		SP:Iteration 47Q (89231.190000 sec): 3 clusters
  Score: Raw -958002.217553 + Penalty 2919.413972 = -955082.803581
  nChanged 5
		SP:Iteration 48Q (89231.380000 sec): 3 clusters
  Score: Raw -958003.631154 + Penalty 2919.413972 = -955084.217182
  nChanged 5
		SP:Iteration 49Q (89231.650000 sec): 3 clusters
  Score: Raw -958004.974634 + Penalty 2919.413972 = -955085.560662
  nChanged 5
		SP:Iteration 50Q (89231.820000 sec): 3 clusters
  Score: Raw -958006.059812 + Penalty 2919.413972 = -955086.645840
  nChanged 7
		SP:Iteration 51Q (89232.020000 sec): 3 clusters
  Score: Raw -958008.086903 + Penalty 2919.413972 = -955088.672931
  nChanged 7
		SP:Iteration 52Q (89232.220000 sec): 3 clusters
  Score: Raw -958010.999813 + Penalty 2919.413972 = -955091.585841
  nChanged 5
		SP:Iteration 53Q (89232.410000 sec): 3 clusters
  Score: Raw -958012.811447 + Penalty 2919.413972 = -955093.397475
  nChanged 4
		SP:Iteration 54Q (89232.610000 sec): 3 clusters
  Score: Raw -958014.016436 + Penalty 2919.413972 = -955094.602464
  nChanged 4
		SP:Iteration 55Q (89232.810000 sec): 3 clusters
  Score: Raw -958015.274009 + Penalty 2919.413972 = -955095.860037
  nChanged 3
		SP:Iteration 56Q (89232.990000 sec): 3 clusters
  Score: Raw -958016.097779 + Penalty 2919.413972 = -955096.683806
  nChanged 3
		SP:Iteration 57Q (89233.110000 sec): 3 clusters
  Score: Raw -958016.808352 + Penalty 2919.413972 = -955097.394380
  nChanged 2
		SP:Iteration 58Q (89233.330000 sec): 3 clusters
  Score: Raw -958017.244815 + Penalty 2919.413972 = -955097.830843
  nChanged 4
		SP:Iteration 59Q (89233.530000 sec): 3 clusters
  Score: Raw -958018.332303 + Penalty 2919.413972 = -955098.918331
  nChanged 2
		SP:Iteration 60F (89233.720000 sec): 3 clusters
  Score: Raw -958018.878660 + Penalty 2919.413972 = -955099.464688
  nChanged 4
		SP:Iteration 61Q (89233.920000 sec): 3 clusters
  Score: Raw -958019.966003 + Penalty 2919.413972 = -955100.552031
  nChanged 2
		SP:Iteration 62Q (89234.120000 sec): 3 clusters
  Score: Raw -958021.395579 + Penalty 2919.413972 = -955101.981607
  nChanged 2
		SP:Iteration 63Q (89234.320000 sec): 3 clusters
  Score: Raw -958021.984769 + Penalty 2919.413972 = -955102.570797
  nChanged 1
		SP:Iteration 64Q (89234.520000 sec): 3 clusters
  Score: Raw -958022.396565 + Penalty 2919.413972 = -955102.982593
  nChanged 1
		SP:Iteration 65Q (89234.710000 sec): 3 clusters
  Score: Raw -958022.535393 + Penalty 2919.413972 = -955103.121421
  nChanged 1
		SP:Iteration 66Q (89234.910000 sec): 3 clusters
  Score: Raw -958022.653597 + Penalty 2919.413972 = -955103.239625
  nChanged 1
		SP:Iteration 67Q (89235.110000 sec): 3 clusters
  Score: Raw -958022.811399 + Penalty 2919.413972 = -955103.397427
  nChanged 0
		SP:Iteration 68F (89235.310000 sec): 3 clusters
  Score: Raw -958022.811399 + Penalty 2919.413972 = -955103.397427
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 56 (106 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (89235.370000 sec): 2 clusters
  Score: Raw -6400.435949 + Penalty 757.808853 = -5642.627096
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (89235.550000 sec): 3 clusters
  Score: Raw -6597.180475 + Penalty 1515.617706 = -5081.562770
  nChanged 12
		SP:Iteration 1F (89235.720000 sec): 3 clusters
  Score: Raw -6668.154492 + Penalty 1515.617706 = -5152.536787
  nChanged 2
		SP:Iteration 2Q (89235.900000 sec): 3 clusters
  Score: Raw -6691.681733 + Penalty 1515.617706 = -5176.064027
  nChanged 2
		SP:Iteration 3Q (89236.070000 sec): 3 clusters
  Score: Raw -6706.596798 + Penalty 1515.617706 = -5190.979092
  nChanged 1
		SP:Iteration 4Q (89236.250000 sec): 3 clusters
  Score: Raw -6712.292360 + Penalty 1515.617706 = -5196.674654
  nChanged 1
		SP:Iteration 5Q (89236.430000 sec): 3 clusters
  Score: Raw -6739.285376 + Penalty 1515.617706 = -5223.667670
  nChanged 0
		SP:Iteration 6F (89236.600000 sec): 3 clusters
  Score: Raw -6739.285376 + Penalty 1515.617706 = -5223.667670
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 57 (4048 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (89236.730000 sec): 2 clusters
  Score: Raw -492624.856942 + Penalty 1349.721459 = -491275.135483
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (89236.910000 sec): 3 clusters
  Score: Raw -490595.873915 + Penalty 2699.442919 = -487896.430996
  nChanged 1591
		SP:Iteration 1F (89237.080000 sec): 3 clusters
  Score: Raw -491442.836182 + Penalty 2699.442919 = -488743.393264
  nChanged 296
		SP:Iteration 2F (89237.260000 sec): 3 clusters
  Score: Raw -491610.052240 + Penalty 2699.442919 = -488910.609321
  nChanged 222
		SP:Iteration 3F (89237.430000 sec): 3 clusters
  Score: Raw -491737.298169 + Penalty 2699.442919 = -489037.855251
  nChanged 170
		SP:Iteration 4Q (89237.610000 sec): 3 clusters
  Score: Raw -491829.221011 + Penalty 2699.442919 = -489129.778092
  nChanged 174
		SP:Iteration 5Q (89237.790000 sec): 3 clusters
  Score: Raw -491913.454898 + Penalty 2699.442919 = -489214.011979
  nChanged 148
		SP:Iteration 6Q (89237.960000 sec): 3 clusters
  Score: Raw -491982.973555 + Penalty 2699.442919 = -489283.530636
  nChanged 131
		SP:Iteration 7Q (89238.140000 sec): 3 clusters
  Score: Raw -492044.757972 + Penalty 2699.442919 = -489345.315053
  nChanged 94
		SP:Iteration 8Q (89238.310000 sec): 3 clusters
  Score: Raw -492077.212313 + Penalty 2699.442919 = -489377.769395
  nChanged 65
		SP:Iteration 9Q (89238.490000 sec): 3 clusters
  Score: Raw -492101.653674 + Penalty 2699.442919 = -489402.210756
  nChanged 54
		SP:Iteration 10Q (89238.670000 sec): 3 clusters
  Score: Raw -492124.958493 + Penalty 2699.442919 = -489425.515574
  nChanged 53
		SP:Iteration 11Q (89238.840000 sec): 3 clusters
  Score: Raw -492144.488734 + Penalty 2699.442919 = -489445.045815
  nChanged 51
		SP:Iteration 12Q (89239.020000 sec): 3 clusters
  Score: Raw -492162.591775 + Penalty 2699.442919 = -489463.148856
  nChanged 59
		SP:Iteration 13Q (89239.190000 sec): 3 clusters
  Score: Raw -492184.614228 + Penalty 2699.442919 = -489485.171310
  nChanged 64
		SP:Iteration 14Q (89239.370000 sec): 3 clusters
  Score: Raw -492212.638648 + Penalty 2699.442919 = -489513.195729
  nChanged 58
		SP:Iteration 15Q (89239.550000 sec): 3 clusters
  Score: Raw -492230.944871 + Penalty 2699.442919 = -489531.501952
  nChanged 45
		SP:Iteration 16Q (89239.720000 sec): 3 clusters
  Score: Raw -492246.022214 + Penalty 2699.442919 = -489546.579296
  nChanged 35
		SP:Iteration 17Q (89239.900000 sec): 3 clusters
  Score: Raw -492256.092871 + Penalty 2699.442919 = -489556.649952
  nChanged 44
		SP:Iteration 18Q (89240.070000 sec): 3 clusters
  Score: Raw -492268.877638 + Penalty 2699.442919 = -489569.434719
  nChanged 42
		SP:Iteration 19Q (89240.250000 sec): 3 clusters
  Score: Raw -492280.272788 + Penalty 2699.442919 = -489580.829870
  nChanged 40
		SP:Iteration 20F (89240.420000 sec): 3 clusters
  Score: Raw -492293.133507 + Penalty 2699.442919 = -489593.690588
  nChanged 39
		SP:Iteration 21Q (89240.600000 sec): 3 clusters
  Score: Raw -492305.668011 + Penalty 2699.442919 = -489606.225093
  nChanged 33
		SP:Iteration 22Q (89240.770000 sec): 3 clusters
  Score: Raw -492315.351346 + Penalty 2699.442919 = -489615.908427
  nChanged 22
		SP:Iteration 23Q (89240.950000 sec): 3 clusters
  Score: Raw -492321.803751 + Penalty 2699.442919 = -489622.360833
  nChanged 24
		SP:Iteration 24Q (89241.130000 sec): 3 clusters
  Score: Raw -492329.722448 + Penalty 2699.442919 = -489630.279530
  nChanged 23
		SP:Iteration 25Q (89241.300000 sec): 3 clusters
  Score: Raw -492338.708761 + Penalty 2699.442919 = -489639.265842
  nChanged 23
		SP:Iteration 26Q (89241.480000 sec): 3 clusters
  Score: Raw -492345.084336 + Penalty 2699.442919 = -489645.641418
  nChanged 21
		SP:Iteration 27Q (89241.650000 sec): 3 clusters
  Score: Raw -492351.212867 + Penalty 2699.442919 = -489651.769948
  nChanged 22
		SP:Iteration 28Q (89241.810000 sec): 3 clusters
  Score: Raw -492357.905147 + Penalty 2699.442919 = -489658.462229
  nChanged 24
		SP:Iteration 29Q (89241.970000 sec): 3 clusters
  Score: Raw -492366.903239 + Penalty 2699.442919 = -489667.460320
  nChanged 30
		SP:Iteration 30Q (89242.130000 sec): 3 clusters
  Score: Raw -492375.724324 + Penalty 2699.442919 = -489676.281406
  nChanged 25
		SP:Iteration 31Q (89242.290000 sec): 3 clusters
  Score: Raw -492384.188103 + Penalty 2699.442919 = -489684.745184
  nChanged 33
		SP:Iteration 32Q (89242.450000 sec): 3 clusters
  Score: Raw -492396.155019 + Penalty 2699.442919 = -489696.712100
  nChanged 37
		SP:Iteration 33Q (89242.620000 sec): 3 clusters
  Score: Raw -492408.162392 + Penalty 2699.442919 = -489708.719474
  nChanged 36
		SP:Iteration 34Q (89242.780000 sec): 3 clusters
  Score: Raw -492421.423083 + Penalty 2699.442919 = -489721.980164
  nChanged 36
		SP:Iteration 35Q (89242.950000 sec): 3 clusters
  Score: Raw -492435.061854 + Penalty 2699.442919 = -489735.618935
  nChanged 40
		SP:Iteration 36Q (89243.110000 sec): 3 clusters
  Score: Raw -492451.965113 + Penalty 2699.442919 = -489752.522195
  nChanged 45
		SP:Iteration 37Q (89243.270000 sec): 3 clusters
  Score: Raw -492471.114391 + Penalty 2699.442919 = -489771.671472
  nChanged 55
		SP:Iteration 38Q (89243.430000 sec): 3 clusters
  Score: Raw -492495.867882 + Penalty 2699.442919 = -489796.424963
  nChanged 37
		SP:Iteration 39Q (89243.610000 sec): 3 clusters
  Score: Raw -492509.966461 + Penalty 2699.442919 = -489810.523542
  nChanged 37
		SP:Iteration 40F (89243.760000 sec): 3 clusters
  Score: Raw -492524.042434 + Penalty 2699.442919 = -489824.599516
  nChanged 35
		SP:Iteration 41Q (89243.920000 sec): 3 clusters
  Score: Raw -492539.967204 + Penalty 2699.442919 = -489840.524286
  nChanged 39
		SP:Iteration 42Q (89244.080000 sec): 3 clusters
  Score: Raw -492557.409310 + Penalty 2699.442919 = -489857.966392
  nChanged 42
		SP:Iteration 43Q (89244.270000 sec): 3 clusters
  Score: Raw -492576.149295 + Penalty 2699.442919 = -489876.706377
  nChanged 31
		SP:Iteration 44Q (89244.430000 sec): 3 clusters
  Score: Raw -492591.535383 + Penalty 2699.442919 = -489892.092464
  nChanged 22
		SP:Iteration 45Q (89244.590000 sec): 3 clusters
  Score: Raw -492601.027889 + Penalty 2699.442919 = -489901.584970
  nChanged 19
		SP:Iteration 46Q (89244.750000 sec): 3 clusters
  Score: Raw -492609.897715 + Penalty 2699.442919 = -489910.454796
  nChanged 15
		SP:Iteration 47Q (89244.910000 sec): 3 clusters
  Score: Raw -492615.643110 + Penalty 2699.442919 = -489916.200191
  nChanged 20
		SP:Iteration 48Q (89245.070000 sec): 3 clusters
  Score: Raw -492625.636813 + Penalty 2699.442919 = -489926.193894
  nChanged 18
		SP:Iteration 49Q (89245.230000 sec): 3 clusters
  Score: Raw -492633.506168 + Penalty 2699.442919 = -489934.063250
  nChanged 12
		SP:Iteration 50Q (89245.390000 sec): 3 clusters
  Score: Raw -492638.050927 + Penalty 2699.442919 = -489938.608009
  nChanged 9
		SP:Iteration 51Q (89245.550000 sec): 3 clusters
  Score: Raw -492641.937341 + Penalty 2699.442919 = -489942.494422
  nChanged 5
		SP:Iteration 52Q (89245.710000 sec): 3 clusters
  Score: Raw -492644.247138 + Penalty 2699.442919 = -489944.804220
  nChanged 5
		SP:Iteration 53Q (89245.890000 sec): 3 clusters
  Score: Raw -492646.187009 + Penalty 2699.442919 = -489946.744090
  nChanged 5
		SP:Iteration 54Q (89246.070000 sec): 3 clusters
  Score: Raw -492648.715153 + Penalty 2699.442919 = -489949.272234
  nChanged 4
		SP:Iteration 55Q (89246.240000 sec): 3 clusters
  Score: Raw -492650.125188 + Penalty 2699.442919 = -489950.682269
  nChanged 4
		SP:Iteration 56Q (89246.420000 sec): 3 clusters
  Score: Raw -492651.602287 + Penalty 2699.442919 = -489952.159369
  nChanged 4
		SP:Iteration 57Q (89246.590000 sec): 3 clusters
  Score: Raw -492653.176620 + Penalty 2699.442919 = -489953.733702
  nChanged 4
		SP:Iteration 58Q (89246.670000 sec): 3 clusters
  Score: Raw -492655.101207 + Penalty 2699.442919 = -489955.658289
  nChanged 4
		SP:Iteration 59Q (89246.750000 sec): 3 clusters
  Score: Raw -492657.341784 + Penalty 2699.442919 = -489957.898866
  nChanged 4
		SP:Iteration 60F (89246.820000 sec): 3 clusters
  Score: Raw -492659.112783 + Penalty 2699.442919 = -489959.669864
  nChanged 5
		SP:Iteration 61Q (89247.000000 sec): 3 clusters
  Score: Raw -492661.899404 + Penalty 2699.442919 = -489962.456486
  nChanged 10
		SP:Iteration 62Q (89247.070000 sec): 3 clusters
  Score: Raw -492666.547441 + Penalty 2699.442919 = -489967.104522
  nChanged 12
		SP:Iteration 63Q (89247.150000 sec): 3 clusters
  Score: Raw -492672.486297 + Penalty 2699.442919 = -489973.043379
  nChanged 10
		SP:Iteration 64Q (89247.220000 sec): 3 clusters
  Score: Raw -492676.823108 + Penalty 2699.442919 = -489977.380190
  nChanged 6
		SP:Iteration 65Q (89247.290000 sec): 3 clusters
  Score: Raw -492680.008608 + Penalty 2699.442919 = -489980.565689
  nChanged 4
		SP:Iteration 66Q (89247.370000 sec): 3 clusters
  Score: Raw -492681.523353 + Penalty 2699.442919 = -489982.080434
  nChanged 4
		SP:Iteration 67Q (89247.440000 sec): 3 clusters
  Score: Raw -492683.860995 + Penalty 2699.442919 = -489984.418077
  nChanged 4
		SP:Iteration 68Q (89247.510000 sec): 3 clusters
  Score: Raw -492685.382819 + Penalty 2699.442919 = -489985.939901
  nChanged 1
		SP:Iteration 69Q (89247.580000 sec): 3 clusters
  Score: Raw -492685.656647 + Penalty 2699.442919 = -489986.213728
  nChanged 1
		SP:Iteration 70Q (89247.660000 sec): 3 clusters
  Score: Raw -492685.909725 + Penalty 2699.442919 = -489986.466806
  nChanged 0
		SP:Iteration 71F (89247.730000 sec): 3 clusters
  Score: Raw -492685.909725 + Penalty 2699.442919 = -489986.466806
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 58 (257 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (89247.800000 sec): 2 clusters
  Score: Raw -22476.450863 + Penalty 901.724864 = -21574.726000
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (89247.980000 sec): 3 clusters
  Score: Raw -22578.469745 + Penalty 1803.449728 = -20775.020017
  nChanged 36
		SP:Iteration 1F (89248.150000 sec): 3 clusters
  Score: Raw -22658.245636 + Penalty 1803.449728 = -20854.795908
  nChanged 9
		SP:Iteration 2Q (89248.330000 sec): 3 clusters
  Score: Raw -22681.725871 + Penalty 1803.449728 = -20878.276144
  nChanged 2
		SP:Iteration 3Q (89248.500000 sec): 3 clusters
  Score: Raw -22683.957542 + Penalty 1803.449728 = -20880.507814
  nChanged 2
		SP:Iteration 4Q (89248.680000 sec): 3 clusters
  Score: Raw -22685.753958 + Penalty 1803.449728 = -20882.304231
  nChanged 0
		SP:Iteration 5F (89248.850000 sec): 3 clusters
  Score: Raw -22685.753958 + Penalty 1803.449728 = -20882.304231
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 59 (264 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (89248.950000 sec): 2 clusters
  Score: Raw -13260.876950 + Penalty 906.091729 = -12354.785221
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (89249.120000 sec): 3 clusters
  Score: Raw -13447.985638 + Penalty 1812.183459 = -11635.802179
  nChanged 62
		SP:Iteration 1F (89249.290000 sec): 3 clusters
  Score: Raw -13672.925784 + Penalty 1812.183459 = -11860.742326
  nChanged 24
		SP:Iteration 2F (89249.470000 sec): 3 clusters
  Score: Raw -13825.046935 + Penalty 1812.183459 = -12012.863477
  nChanged 14
		SP:Iteration 3F (89249.650000 sec): 3 clusters
  Score: Raw -13940.518065 + Penalty 1812.183459 = -12128.334607
  nChanged 4
		SP:Iteration 4Q (89249.820000 sec): 3 clusters
  Score: Raw -13954.994331 + Penalty 1812.183459 = -12142.810873
  nChanged 6
		SP:Iteration 5Q (89250.000000 sec): 3 clusters
  Score: Raw -13990.980499 + Penalty 1812.183459 = -12178.797041
  nChanged 3
		SP:Iteration 6Q (89250.170000 sec): 3 clusters
  Score: Raw -13998.581437 + Penalty 1812.183459 = -12186.397978
  nChanged 2
		SP:Iteration 7Q (89250.350000 sec): 3 clusters
  Score: Raw -14002.596091 + Penalty 1812.183459 = -12190.412633
  nChanged 2
		SP:Iteration 8Q (89250.360000 sec): 3 clusters
  Score: Raw -14008.458912 + Penalty 1812.183459 = -12196.275453
  nChanged 3
		SP:Iteration 9Q (89250.370000 sec): 3 clusters
  Score: Raw -14016.187788 + Penalty 1812.183459 = -12204.004329
  nChanged 2
		SP:Iteration 10Q (89250.370000 sec): 3 clusters
  Score: Raw -14021.461271 + Penalty 1812.183459 = -12209.277812
  nChanged 1
		SP:Iteration 11Q (89250.380000 sec): 3 clusters
  Score: Raw -14024.756785 + Penalty 1812.183459 = -12212.573326
  nChanged 3
		SP:Iteration 12Q (89250.390000 sec): 3 clusters
  Score: Raw -14039.851362 + Penalty 1812.183459 = -12227.667903
  nChanged 6
		SP:Iteration 13Q (89250.390000 sec): 3 clusters
  Score: Raw -14077.997890 + Penalty 1812.183459 = -12265.814431
  nChanged 3
		SP:Iteration 14Q (89250.400000 sec): 3 clusters
  Score: Raw -14108.246622 + Penalty 1812.183459 = -12296.063163
  nChanged 2
		SP:Iteration 15Q (89250.410000 sec): 3 clusters
  Score: Raw -14114.476588 + Penalty 1812.183459 = -12302.293130
  nChanged 0
		SP:Iteration 16F (89250.420000 sec): 3 clusters
  Score: Raw -14114.476588 + Penalty 1812.183459 = -12302.293130
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 60 (183 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (89250.450000 sec): 2 clusters
  Score: Raw -22152.204556 + Penalty 846.541500 = -21305.663056
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (89250.470000 sec): 3 clusters
  Score: Raw -22253.442314 + Penalty 1693.083000 = -20560.359314
  nChanged 14
		SP:Iteration 1F (89250.470000 sec): 3 clusters
  Score: Raw -22294.264993 + Penalty 1693.083000 = -20601.181994
  nChanged 2
		SP:Iteration 2Q (89250.480000 sec): 3 clusters
  Score: Raw -22301.337259 + Penalty 1693.083000 = -20608.254259
  nChanged 0
		SP:Iteration 3F (89250.490000 sec): 3 clusters
  Score: Raw -22301.337259 + Penalty 1693.083000 = -20608.254259
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 61 (3846 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (89250.580000 sec): 2 clusters
  Score: Raw -430196.953971 + Penalty 1341.403200 = -428855.550771
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (89250.750000 sec): 3 clusters
  Score: Raw -428265.881579 + Penalty 2682.806401 = -425583.075178
  nChanged 1521
		SP:Iteration 1F (89250.930000 sec): 3 clusters
  Score: Raw -429241.890152 + Penalty 2682.806401 = -426559.083751
  nChanged 322
		SP:Iteration 2F (89251.110000 sec): 3 clusters
  Score: Raw -429503.505985 + Penalty 2682.806401 = -426820.699584
  nChanged 243
		SP:Iteration 3F (89251.280000 sec): 3 clusters
  Score: Raw -429712.887475 + Penalty 2682.806401 = -427030.081074
  nChanged 249
		SP:Iteration 4F (89251.460000 sec): 3 clusters
  Score: Raw -429896.541133 + Penalty 2682.806401 = -427213.734732
  nChanged 190
		SP:Iteration 5Q (89251.630000 sec): 3 clusters
  Score: Raw -430041.361249 + Penalty 2682.806401 = -427358.554848
  nChanged 164
		SP:Iteration 6Q (89251.810000 sec): 3 clusters
  Score: Raw -430196.237914 + Penalty 2682.806401 = -427513.431513
  nChanged 146
		SP:Iteration 7Q (89251.980000 sec): 3 clusters
  Score: Raw -430336.755119 + Penalty 2682.806401 = -427653.948719
  nChanged 130
		SP:Iteration 8Q (89252.160000 sec): 3 clusters
  Score: Raw -430461.045267 + Penalty 2682.806401 = -427778.238866
  nChanged 126
		SP:Iteration 9Q (89252.330000 sec): 3 clusters
  Score: Raw -430561.903754 + Penalty 2682.806401 = -427879.097353
  nChanged 119
		SP:Iteration 10Q (89252.510000 sec): 3 clusters
  Score: Raw -430670.060802 + Penalty 2682.806401 = -427987.254401
  nChanged 82
		SP:Iteration 11Q (89252.690000 sec): 3 clusters
  Score: Raw -430741.644567 + Penalty 2682.806401 = -428058.838166
  nChanged 67
		SP:Iteration 12Q (89252.860000 sec): 3 clusters
  Score: Raw -430804.374684 + Penalty 2682.806401 = -428121.568283
  nChanged 49
		SP:Iteration 13Q (89253.040000 sec): 3 clusters
  Score: Raw -430851.766656 + Penalty 2682.806401 = -428168.960255
  nChanged 53
		SP:Iteration 14Q (89253.210000 sec): 3 clusters
  Score: Raw -430891.440602 + Penalty 2682.806401 = -428208.634201
  nChanged 36
		SP:Iteration 15Q (89253.390000 sec): 3 clusters
  Score: Raw -430911.151794 + Penalty 2682.806401 = -428228.345393
  nChanged 27
		SP:Iteration 16Q (89253.570000 sec): 3 clusters
  Score: Raw -430928.289154 + Penalty 2682.806401 = -428245.482753
  nChanged 22
		SP:Iteration 17Q (89253.740000 sec): 3 clusters
  Score: Raw -430944.382021 + Penalty 2682.806401 = -428261.575620
  nChanged 19
		SP:Iteration 18Q (89253.920000 sec): 3 clusters
  Score: Raw -430955.172932 + Penalty 2682.806401 = -428272.366531
  nChanged 22
		SP:Iteration 19Q (89254.100000 sec): 3 clusters
  Score: Raw -430967.453940 + Penalty 2682.806401 = -428284.647539
  nChanged 16
		SP:Iteration 20F (89254.270000 sec): 3 clusters
  Score: Raw -430974.049497 + Penalty 2682.806401 = -428291.243096
  nChanged 14
		SP:Iteration 21Q (89254.450000 sec): 3 clusters
  Score: Raw -430980.730757 + Penalty 2682.806401 = -428297.924356
  nChanged 9
		SP:Iteration 22Q (89254.620000 sec): 3 clusters
  Score: Raw -430987.408879 + Penalty 2682.806401 = -428304.602478
  nChanged 9
		SP:Iteration 23Q (89254.800000 sec): 3 clusters
  Score: Raw -430992.689728 + Penalty 2682.806401 = -428309.883327
  nChanged 10
		SP:Iteration 24Q (89254.980000 sec): 3 clusters
  Score: Raw -430997.476922 + Penalty 2682.806401 = -428314.670521
  nChanged 10
		SP:Iteration 25Q (89255.150000 sec): 3 clusters
  Score: Raw -431003.859264 + Penalty 2682.806401 = -428321.052863
  nChanged 10
		SP:Iteration 26Q (89255.330000 sec): 3 clusters
  Score: Raw -431009.646101 + Penalty 2682.806401 = -428326.839700
  nChanged 10
		SP:Iteration 27Q (89255.500000 sec): 3 clusters
  Score: Raw -431016.621702 + Penalty 2682.806401 = -428333.815301
  nChanged 8
		SP:Iteration 28Q (89255.680000 sec): 3 clusters
  Score: Raw -431021.362171 + Penalty 2682.806401 = -428338.555770
  nChanged 5
		SP:Iteration 29Q (89255.860000 sec): 3 clusters
  Score: Raw -431024.881508 + Penalty 2682.806401 = -428342.075107
  nChanged 10
		SP:Iteration 30Q (89256.030000 sec): 3 clusters
  Score: Raw -431029.749557 + Penalty 2682.806401 = -428346.943156
  nChanged 5
		SP:Iteration 31Q (89256.210000 sec): 3 clusters
  Score: Raw -431031.950228 + Penalty 2682.806401 = -428349.143827
  nChanged 4
		SP:Iteration 32Q (89256.380000 sec): 3 clusters
  Score: Raw -431033.284608 + Penalty 2682.806401 = -428350.478207
  nChanged 2
		SP:Iteration 33Q (89256.560000 sec): 3 clusters
  Score: Raw -431033.845426 + Penalty 2682.806401 = -428351.039025
  nChanged 3
		SP:Iteration 34Q (89256.740000 sec): 3 clusters
  Score: Raw -431035.871103 + Penalty 2682.806401 = -428353.064702
  nChanged 3
		SP:Iteration 35Q (89256.810000 sec): 3 clusters
  Score: Raw -431036.785639 + Penalty 2682.806401 = -428353.979238
  nChanged 2
		SP:Iteration 36Q (89256.880000 sec): 3 clusters
  Score: Raw -431037.923512 + Penalty 2682.806401 = -428355.117111
  nChanged 3
		SP:Iteration 37Q (89256.950000 sec): 3 clusters
  Score: Raw -431039.294441 + Penalty 2682.806401 = -428356.488040
  nChanged 0
		SP:Iteration 38F (89257.020000 sec): 3 clusters
  Score: Raw -431039.294441 + Penalty 2682.806401 = -428356.488040
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 62 (902 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (89257.080000 sec): 2 clusters
  Score: Raw -104688.941887 + Penalty 1105.749860 = -103583.192028
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (89257.100000 sec): 3 clusters
  Score: Raw -104452.302708 + Penalty 2211.499719 = -102240.802989
  nChanged 276
		SP:Iteration 1F (89257.120000 sec): 3 clusters
  Score: Raw -104727.296535 + Penalty 2211.499719 = -102515.796816
  nChanged 59
		SP:Iteration 2F (89257.130000 sec): 3 clusters
  Score: Raw -104787.200461 + Penalty 2211.499719 = -102575.700742
  nChanged 33
		SP:Iteration 3Q (89257.160000 sec): 3 clusters
  Score: Raw -104825.598836 + Penalty 2211.499719 = -102614.099117
  nChanged 26
		SP:Iteration 4Q (89257.190000 sec): 3 clusters
  Score: Raw -104859.840259 + Penalty 2211.499719 = -102648.340540
  nChanged 12
		SP:Iteration 5Q (89257.210000 sec): 3 clusters
  Score: Raw -104877.247628 + Penalty 2211.499719 = -102665.747909
  nChanged 19
		SP:Iteration 6Q (89257.240000 sec): 3 clusters
  Score: Raw -104896.841928 + Penalty 2211.499719 = -102685.342209
  nChanged 14
		SP:Iteration 7Q (89257.260000 sec): 3 clusters
  Score: Raw -104911.915533 + Penalty 2211.499719 = -102700.415814
  nChanged 9
		SP:Iteration 8Q (89257.290000 sec): 3 clusters
  Score: Raw -104919.793401 + Penalty 2211.499719 = -102708.293682
  nChanged 7
		SP:Iteration 9Q (89257.310000 sec): 3 clusters
  Score: Raw -104923.007290 + Penalty 2211.499719 = -102711.507571
  nChanged 4
		SP:Iteration 10Q (89257.330000 sec): 3 clusters
  Score: Raw -104927.205562 + Penalty 2211.499719 = -102715.705843
  nChanged 9
		SP:Iteration 11Q (89257.360000 sec): 3 clusters
  Score: Raw -104937.443274 + Penalty 2211.499719 = -102725.943555
  nChanged 7
		SP:Iteration 12Q (89257.380000 sec): 3 clusters
  Score: Raw -104945.205558 + Penalty 2211.499719 = -102733.705839
  nChanged 6
		SP:Iteration 13Q (89257.410000 sec): 3 clusters
  Score: Raw -104950.378543 + Penalty 2211.499719 = -102738.878824
  nChanged 3
		SP:Iteration 14Q (89257.430000 sec): 3 clusters
  Score: Raw -104951.731691 + Penalty 2211.499719 = -102740.231972
  nChanged 2
		SP:Iteration 15Q (89257.460000 sec): 3 clusters
  Score: Raw -104952.746910 + Penalty 2211.499719 = -102741.247191
  nChanged 1
		SP:Iteration 16Q (89257.480000 sec): 3 clusters
  Score: Raw -104953.829895 + Penalty 2211.499719 = -102742.330176
  nChanged 4
		SP:Iteration 17Q (89257.510000 sec): 3 clusters
  Score: Raw -104957.365843 + Penalty 2211.499719 = -102745.866124
  nChanged 5
		SP:Iteration 18Q (89257.530000 sec): 3 clusters
  Score: Raw -104961.694492 + Penalty 2211.499719 = -102750.194773
  nChanged 7
		SP:Iteration 19Q (89257.550000 sec): 3 clusters
  Score: Raw -104970.791851 + Penalty 2211.499719 = -102759.292132
  nChanged 8
		SP:Iteration 20F (89257.580000 sec): 3 clusters
  Score: Raw -104977.460589 + Penalty 2211.499719 = -102765.960870
  nChanged 7
		SP:Iteration 21Q (89257.600000 sec): 3 clusters
  Score: Raw -104995.459438 + Penalty 2211.499719 = -102783.959719
  nChanged 11
		SP:Iteration 22Q (89257.630000 sec): 3 clusters
  Score: Raw -105012.644856 + Penalty 2211.499719 = -102801.145137
  nChanged 11
		SP:Iteration 23Q (89257.650000 sec): 3 clusters
  Score: Raw -105024.465287 + Penalty 2211.499719 = -102812.965568
  nChanged 5
		SP:Iteration 24Q (89257.670000 sec): 3 clusters
  Score: Raw -105029.883288 + Penalty 2211.499719 = -102818.383569
  nChanged 7
		SP:Iteration 25Q (89257.700000 sec): 3 clusters
  Score: Raw -105039.327097 + Penalty 2211.499719 = -102827.827378
  nChanged 7
		SP:Iteration 26Q (89257.730000 sec): 3 clusters
  Score: Raw -105044.188304 + Penalty 2211.499719 = -102832.688585
  nChanged 7
		SP:Iteration 27Q (89257.750000 sec): 3 clusters
  Score: Raw -105047.996329 + Penalty 2211.499719 = -102836.496610
  nChanged 7
		SP:Iteration 28Q (89257.770000 sec): 3 clusters
  Score: Raw -105052.042652 + Penalty 2211.499719 = -102840.542933
  nChanged 3
		SP:Iteration 29Q (89257.800000 sec): 3 clusters
  Score: Raw -105054.754955 + Penalty 2211.499719 = -102843.255236
  nChanged 2
		SP:Iteration 30Q (89257.820000 sec): 3 clusters
  Score: Raw -105056.119741 + Penalty 2211.499719 = -102844.620022
  nChanged 3
		SP:Iteration 31Q (89257.850000 sec): 3 clusters
  Score: Raw -105058.562257 + Penalty 2211.499719 = -102847.062538
  nChanged 5
		SP:Iteration 32Q (89257.870000 sec): 3 clusters
  Score: Raw -105061.499856 + Penalty 2211.499719 = -102850.000137
  nChanged 4
		SP:Iteration 33Q (89257.890000 sec): 3 clusters
  Score: Raw -105063.856476 + Penalty 2211.499719 = -102852.356756
  nChanged 1
		SP:Iteration 34Q (89257.920000 sec): 3 clusters
  Score: Raw -105064.181568 + Penalty 2211.499719 = -102852.681849
  nChanged 0
		SP:Iteration 35F (89257.940000 sec): 3 clusters
  Score: Raw -105064.181568 + Penalty 2211.499719 = -102852.681849
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 63 (8833 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (89258.080000 sec): 2 clusters
  Score: Raw -1067710.222334 + Penalty 1476.515623 = -1066233.706711
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (89258.270000 sec): 3 clusters
  Score: Raw -1062773.038121 + Penalty 2953.031246 = -1059820.006876
  nChanged 3765
		SP:Iteration 1F (89258.460000 sec): 3 clusters
  Score: Raw -1064769.434098 + Penalty 2953.031246 = -1061816.402852
  nChanged 543
		SP:Iteration 2F (89258.660000 sec): 3 clusters
  Score: Raw -1065020.502707 + Penalty 2953.031246 = -1062067.471461
  nChanged 429
		SP:Iteration 3Q (89258.840000 sec): 3 clusters
  Score: Raw -1065220.190962 + Penalty 2953.031246 = -1062267.159716
  nChanged 419
		SP:Iteration 4Q (89259.030000 sec): 3 clusters
  Score: Raw -1065425.662480 + Penalty 2953.031246 = -1062472.631234
  nChanged 416
		SP:Iteration 5Q (89259.160000 sec): 3 clusters
  Score: Raw -1065640.629219 + Penalty 2953.031246 = -1062687.597973
  nChanged 460
		SP:Iteration 6F (89259.370000 sec): 3 clusters
  Score: Raw -1065903.317891 + Penalty 2953.031246 = -1062950.286645
  nChanged 491
		SP:Iteration 7F (89259.560000 sec): 3 clusters
  Score: Raw -1066225.909967 + Penalty 2953.031246 = -1063272.878721
  nChanged 489
		SP:Iteration 8F (89259.750000 sec): 3 clusters
  Score: Raw -1066547.414317 + Penalty 2953.031246 = -1063594.383071
  nChanged 419
		SP:Iteration 9Q (89259.940000 sec): 3 clusters
  Score: Raw -1066820.672276 + Penalty 2953.031246 = -1063867.641031
  nChanged 327
		SP:Iteration 10Q (89260.130000 sec): 3 clusters
  Score: Raw -1067030.129762 + Penalty 2953.031246 = -1064077.098516
  nChanged 284
		SP:Iteration 11Q (89260.330000 sec): 3 clusters
  Score: Raw -1067211.935040 + Penalty 2953.031246 = -1064258.903794
  nChanged 227
		SP:Iteration 12Q (89260.520000 sec): 3 clusters
  Score: Raw -1067358.201503 + Penalty 2953.031246 = -1064405.170257
  nChanged 183
		SP:Iteration 13Q (89260.710000 sec): 3 clusters
  Score: Raw -1067478.982591 + Penalty 2953.031246 = -1064525.951345
  nChanged 137
		SP:Iteration 14Q (89260.910000 sec): 3 clusters
  Score: Raw -1067581.227566 + Penalty 2953.031246 = -1064628.196320
  nChanged 110
		SP:Iteration 15Q (89261.100000 sec): 3 clusters
  Score: Raw -1067671.518600 + Penalty 2953.031246 = -1064718.487354
  nChanged 100
		SP:Iteration 16Q (89261.290000 sec): 3 clusters
  Score: Raw -1067748.779377 + Penalty 2953.031246 = -1064795.748132
  nChanged 71
		SP:Iteration 17Q (89261.490000 sec): 3 clusters
  Score: Raw -1067808.598519 + Penalty 2953.031246 = -1064855.567274
  nChanged 47
		SP:Iteration 18Q (89261.720000 sec): 3 clusters
  Score: Raw -1067846.530081 + Penalty 2953.031246 = -1064893.498836
  nChanged 30
		SP:Iteration 19Q (89261.900000 sec): 3 clusters
  Score: Raw -1067871.452545 + Penalty 2953.031246 = -1064918.421299
  nChanged 16
		SP:Iteration 20F (89262.100000 sec): 3 clusters
  Score: Raw -1067882.382419 + Penalty 2953.031246 = -1064929.351173
  nChanged 9
		SP:Iteration 21Q (89262.290000 sec): 3 clusters
  Score: Raw -1067895.046476 + Penalty 2953.031246 = -1064942.015230
  nChanged 18
		SP:Iteration 22Q (89262.480000 sec): 3 clusters
  Score: Raw -1067911.223257 + Penalty 2953.031246 = -1064958.192011
  nChanged 18
		SP:Iteration 23Q (89262.670000 sec): 3 clusters
  Score: Raw -1067926.468899 + Penalty 2953.031246 = -1064973.437654
  nChanged 14
		SP:Iteration 24Q (89262.860000 sec): 3 clusters
  Score: Raw -1067936.717026 + Penalty 2953.031246 = -1064983.685780
  nChanged 9
		SP:Iteration 25Q (89263.060000 sec): 3 clusters
  Score: Raw -1067941.473627 + Penalty 2953.031246 = -1064988.442381
  nChanged 6
		SP:Iteration 26Q (89263.240000 sec): 3 clusters
  Score: Raw -1067944.073469 + Penalty 2953.031246 = -1064991.042223
  nChanged 4
		SP:Iteration 27Q (89263.440000 sec): 3 clusters
  Score: Raw -1067945.734440 + Penalty 2953.031246 = -1064992.703194
  nChanged 2
		SP:Iteration 28Q (89263.630000 sec): 3 clusters
  Score: Raw -1067947.140033 + Penalty 2953.031246 = -1064994.108787
  nChanged 2
		SP:Iteration 29Q (89263.820000 sec): 3 clusters
  Score: Raw -1067948.255923 + Penalty 2953.031246 = -1064995.224678
  nChanged 0
		SP:Iteration 30F (89264.020000 sec): 3 clusters
  Score: Raw -1067948.255923 + Penalty 2953.031246 = -1064995.224678
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 64 (173 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (89264.080000 sec): 2 clusters
  Score: Raw -17382.926982 + Penalty 837.409884 = -16545.517098
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (89264.220000 sec): 3 clusters
  Score: Raw -17547.675169 + Penalty 1674.819768 = -15872.855401
  nChanged 26
		SP:Iteration 1F (89264.220000 sec): 3 clusters
  Score: Raw -17660.355902 + Penalty 1674.819768 = -15985.536133
  nChanged 6
		SP:Iteration 2Q (89264.230000 sec): 3 clusters
  Score: Raw -17696.490504 + Penalty 1674.819768 = -16021.670736
  nChanged 3
		SP:Iteration 3Q (89264.230000 sec): 3 clusters
  Score: Raw -17722.751309 + Penalty 1674.819768 = -16047.931541
  nChanged 3
		SP:Iteration 4Q (89264.240000 sec): 3 clusters
  Score: Raw -17734.108609 + Penalty 1674.819768 = -16059.288841
  nChanged 2
		SP:Iteration 5Q (89264.240000 sec): 3 clusters
  Score: Raw -17777.942243 + Penalty 1674.819768 = -16103.122475
  nChanged 0
		SP:Iteration 6F (89264.250000 sec): 3 clusters
  Score: Raw -17777.942243 + Penalty 1674.819768 = -16103.122475
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 65 (183 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (89264.280000 sec): 2 clusters
  Score: Raw -11890.651605 + Penalty 846.541500 = -11044.110105
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (89264.290000 sec): 3 clusters
  Score: Raw -12082.561626 + Penalty 1693.083000 = -10389.478627
  nChanged 28
		SP:Iteration 1F (89264.300000 sec): 3 clusters
  Score: Raw -12212.984428 + Penalty 1693.083000 = -10519.901428
  nChanged 5
		SP:Iteration 2Q (89264.310000 sec): 3 clusters
  Score: Raw -12229.477619 + Penalty 1693.083000 = -10536.394619
  nChanged 2
		SP:Iteration 3Q (89264.320000 sec): 3 clusters
  Score: Raw -12236.249633 + Penalty 1693.083000 = -10543.166633
  nChanged 1
		SP:Iteration 4Q (89264.320000 sec): 3 clusters
  Score: Raw -12240.054515 + Penalty 1693.083000 = -10546.971516
  nChanged 0
		SP:Iteration 5F (89264.330000 sec): 3 clusters
  Score: Raw -12240.054515 + Penalty 1693.083000 = -10546.971516
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 66 (1454 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (89264.390000 sec): 2 clusters
  Score: Raw -174400.299955 + Penalty 1183.336969 = -173216.962986
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (89264.570000 sec): 3 clusters
  Score: Raw -173858.682894 + Penalty 2366.673939 = -171492.008955
  nChanged 482
		SP:Iteration 1F (89264.740000 sec): 3 clusters
  Score: Raw -174201.957728 + Penalty 2366.673939 = -171835.283789
  nChanged 96
		SP:Iteration 2F (89264.920000 sec): 3 clusters
  Score: Raw -174282.802953 + Penalty 2366.673939 = -171916.129014
  nChanged 60
		SP:Iteration 3Q (89265.100000 sec): 3 clusters
  Score: Raw -174330.583656 + Penalty 2366.673939 = -171963.909717
  nChanged 49
		SP:Iteration 4Q (89265.270000 sec): 3 clusters
  Score: Raw -174374.372539 + Penalty 2366.673939 = -172007.698600
  nChanged 37
		SP:Iteration 5Q (89265.450000 sec): 3 clusters
  Score: Raw -174402.073199 + Penalty 2366.673939 = -172035.399260
  nChanged 24
		SP:Iteration 6Q (89265.620000 sec): 3 clusters
  Score: Raw -174419.593876 + Penalty 2366.673939 = -172052.919937
  nChanged 20
		SP:Iteration 7Q (89265.800000 sec): 3 clusters
  Score: Raw -174432.487895 + Penalty 2366.673939 = -172065.813956
  nChanged 8
		SP:Iteration 8Q (89265.980000 sec): 3 clusters
  Score: Raw -174437.780626 + Penalty 2366.673939 = -172071.106687
  nChanged 12
		SP:Iteration 9Q (89266.070000 sec): 3 clusters
  Score: Raw -174448.572195 + Penalty 2366.673939 = -172081.898257
  nChanged 15
		SP:Iteration 10Q (89266.100000 sec): 3 clusters
  Score: Raw -174460.934744 + Penalty 2366.673939 = -172094.260805
  nChanged 18
		SP:Iteration 11Q (89266.130000 sec): 3 clusters
  Score: Raw -174474.131185 + Penalty 2366.673939 = -172107.457246
  nChanged 16
		SP:Iteration 12Q (89266.160000 sec): 3 clusters
  Score: Raw -174484.256852 + Penalty 2366.673939 = -172117.582914
  nChanged 10
		SP:Iteration 13Q (89266.200000 sec): 3 clusters
  Score: Raw -174490.714010 + Penalty 2366.673939 = -172124.040071
  nChanged 8
		SP:Iteration 14Q (89266.230000 sec): 3 clusters
  Score: Raw -174494.754256 + Penalty 2366.673939 = -172128.080318
  nChanged 7
		SP:Iteration 15Q (89266.260000 sec): 3 clusters
  Score: Raw -174498.543115 + Penalty 2366.673939 = -172131.869176
  nChanged 8
		SP:Iteration 16Q (89266.290000 sec): 3 clusters
  Score: Raw -174504.392552 + Penalty 2366.673939 = -172137.718613
  nChanged 5
		SP:Iteration 17Q (89266.330000 sec): 3 clusters
  Score: Raw -174506.348914 + Penalty 2366.673939 = -172139.674975
  nChanged 3
		SP:Iteration 18Q (89266.360000 sec): 3 clusters
  Score: Raw -174508.411614 + Penalty 2366.673939 = -172141.737675
  nChanged 5
		SP:Iteration 19Q (89266.390000 sec): 3 clusters
  Score: Raw -174512.074204 + Penalty 2366.673939 = -172145.400265
  nChanged 3
		SP:Iteration 20F (89266.420000 sec): 3 clusters
  Score: Raw -174513.689120 + Penalty 2366.673939 = -172147.015181
  nChanged 3
		SP:Iteration 21Q (89266.460000 sec): 3 clusters
  Score: Raw -174515.220280 + Penalty 2366.673939 = -172148.546341
  nChanged 1
		SP:Iteration 22Q (89266.490000 sec): 3 clusters
  Score: Raw -174515.624872 + Penalty 2366.673939 = -172148.950933
  nChanged 2
		SP:Iteration 23Q (89266.520000 sec): 3 clusters
  Score: Raw -174517.910431 + Penalty 2366.673939 = -172151.236492
  nChanged 8
		SP:Iteration 24Q (89266.560000 sec): 3 clusters
  Score: Raw -174522.929638 + Penalty 2366.673939 = -172156.255699
  nChanged 7
		SP:Iteration 25Q (89266.590000 sec): 3 clusters
  Score: Raw -174527.673643 + Penalty 2366.673939 = -172160.999704
  nChanged 6
		SP:Iteration 26Q (89266.620000 sec): 3 clusters
  Score: Raw -174531.443615 + Penalty 2366.673939 = -172164.769676
  nChanged 5
		SP:Iteration 27Q (89266.650000 sec): 3 clusters
  Score: Raw -174534.851776 + Penalty 2366.673939 = -172168.177838
  nChanged 4
		SP:Iteration 28Q (89266.680000 sec): 3 clusters
  Score: Raw -174537.138454 + Penalty 2366.673939 = -172170.464515
  nChanged 0
		SP:Iteration 29F (89266.720000 sec): 3 clusters
  Score: Raw -174537.138454 + Penalty 2366.673939 = -172170.464515
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 67 (127 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (89266.760000 sec): 2 clusters
  Score: Raw -8944.653045 + Penalty 787.180402 = -8157.472643
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (89266.770000 sec): 3 clusters
  Score: Raw -9286.819296 + Penalty 1574.360803 = -7712.458493
  nChanged 17
		SP:Iteration 1F (89266.780000 sec): 3 clusters
  Score: Raw -9361.656591 + Penalty 1574.360803 = -7787.295788
  nChanged 1
		SP:Iteration 2Q (89266.780000 sec): 3 clusters
  Score: Raw -9364.318224 + Penalty 1574.360803 = -7789.957421
  nChanged 0
		SP:Iteration 3F (89266.790000 sec): 3 clusters
  Score: Raw -9364.318224 + Penalty 1574.360803 = -7789.957421
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 68 (1276 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (89266.900000 sec): 2 clusters
  Score: Raw -149227.599845 + Penalty 1162.116388 = -148065.483458
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (89267.050000 sec): 3 clusters
  Score: Raw -148763.446216 + Penalty 2324.232776 = -146439.213440
  nChanged 395
		SP:Iteration 1F (89267.220000 sec): 3 clusters
  Score: Raw -149072.133907 + Penalty 2324.232776 = -146747.901131
  nChanged 95
		SP:Iteration 2F (89267.400000 sec): 3 clusters
  Score: Raw -149158.328443 + Penalty 2324.232776 = -146834.095668
  nChanged 54
		SP:Iteration 3Q (89267.580000 sec): 3 clusters
  Score: Raw -149212.038675 + Penalty 2324.232776 = -146887.805900
  nChanged 31
		SP:Iteration 4Q (89267.750000 sec): 3 clusters
  Score: Raw -149239.477258 + Penalty 2324.232776 = -146915.244482
  nChanged 31
		SP:Iteration 5Q (89267.930000 sec): 3 clusters
  Score: Raw -149263.770007 + Penalty 2324.232776 = -146939.537232
  nChanged 26
		SP:Iteration 6Q (89268.100000 sec): 3 clusters
  Score: Raw -149295.192554 + Penalty 2324.232776 = -146970.959778
  nChanged 26
		SP:Iteration 7Q (89268.280000 sec): 3 clusters
  Score: Raw -149322.482579 + Penalty 2324.232776 = -146998.249803
  nChanged 28
		SP:Iteration 8Q (89268.470000 sec): 3 clusters
  Score: Raw -149351.829911 + Penalty 2324.232776 = -147027.597136
  nChanged 40
		SP:Iteration 9Q (89268.630000 sec): 3 clusters
  Score: Raw -149403.225517 + Penalty 2324.232776 = -147078.992741
  nChanged 27
		SP:Iteration 10Q (89268.810000 sec): 3 clusters
  Score: Raw -149439.641181 + Penalty 2324.232776 = -147115.408405
  nChanged 25
		SP:Iteration 11Q (89268.980000 sec): 3 clusters
  Score: Raw -149472.071629 + Penalty 2324.232776 = -147147.838853
  nChanged 17
		SP:Iteration 12Q (89269.160000 sec): 3 clusters
  Score: Raw -149494.950433 + Penalty 2324.232776 = -147170.717657
  nChanged 21
		SP:Iteration 13Q (89269.320000 sec): 3 clusters
  Score: Raw -149525.895481 + Penalty 2324.232776 = -147201.662706
  nChanged 22
		SP:Iteration 14Q (89269.490000 sec): 3 clusters
  Score: Raw -149543.419303 + Penalty 2324.232776 = -147219.186527
  nChanged 21
		SP:Iteration 15Q (89269.650000 sec): 3 clusters
  Score: Raw -149569.971888 + Penalty 2324.232776 = -147245.739113
  nChanged 21
		SP:Iteration 16Q (89269.820000 sec): 3 clusters
  Score: Raw -149600.083792 + Penalty 2324.232776 = -147275.851017
  nChanged 16
		SP:Iteration 17Q (89269.980000 sec): 3 clusters
  Score: Raw -149620.251724 + Penalty 2324.232776 = -147296.018948
  nChanged 12
		SP:Iteration 18Q (89270.150000 sec): 3 clusters
  Score: Raw -149633.770256 + Penalty 2324.232776 = -147309.537480
  nChanged 10
		SP:Iteration 19Q (89270.310000 sec): 3 clusters
  Score: Raw -149645.253594 + Penalty 2324.232776 = -147321.020818
  nChanged 10
		SP:Iteration 20F (89270.480000 sec): 3 clusters
  Score: Raw -149657.778183 + Penalty 2324.232776 = -147333.545407
  nChanged 17
		SP:Iteration 21Q (89270.640000 sec): 3 clusters
  Score: Raw -149671.446847 + Penalty 2324.232776 = -147347.214071
  nChanged 12
		SP:Iteration 22Q (89270.820000 sec): 3 clusters
  Score: Raw -149682.105673 + Penalty 2324.232776 = -147357.872897
  nChanged 8
		SP:Iteration 23Q (89270.990000 sec): 3 clusters
  Score: Raw -149690.860391 + Penalty 2324.232776 = -147366.627616
  nChanged 4
		SP:Iteration 24Q (89271.170000 sec): 3 clusters
  Score: Raw -149694.937496 + Penalty 2324.232776 = -147370.704721
  nChanged 5
		SP:Iteration 25Q (89271.350000 sec): 3 clusters
  Score: Raw -149698.988798 + Penalty 2324.232776 = -147374.756022
  nChanged 5
		SP:Iteration 26Q (89271.520000 sec): 3 clusters
  Score: Raw -149702.330918 + Penalty 2324.232776 = -147378.098142
  nChanged 11
		SP:Iteration 27Q (89271.700000 sec): 3 clusters
  Score: Raw -149712.539597 + Penalty 2324.232776 = -147388.306821
  nChanged 7
		SP:Iteration 28Q (89271.890000 sec): 3 clusters
  Score: Raw -149720.036427 + Penalty 2324.232776 = -147395.803651
  nChanged 8
		SP:Iteration 29Q (89272.050000 sec): 3 clusters
  Score: Raw -149728.252248 + Penalty 2324.232776 = -147404.019472
  nChanged 5
		SP:Iteration 30Q (89272.230000 sec): 3 clusters
  Score: Raw -149731.259192 + Penalty 2324.232776 = -147407.026416
  nChanged 4
		SP:Iteration 31Q (89272.400000 sec): 3 clusters
  Score: Raw -149733.301318 + Penalty 2324.232776 = -147409.068542
  nChanged 2
		SP:Iteration 32Q (89272.580000 sec): 3 clusters
  Score: Raw -149734.288875 + Penalty 2324.232776 = -147410.056099
  nChanged 3
		SP:Iteration 33Q (89272.750000 sec): 3 clusters
  Score: Raw -149735.446819 + Penalty 2324.232776 = -147411.214043
  nChanged 2
		SP:Iteration 34Q (89272.930000 sec): 3 clusters
  Score: Raw -149736.385488 + Penalty 2324.232776 = -147412.152712
  nChanged 2
		SP:Iteration 35Q (89273.110000 sec): 3 clusters
  Score: Raw -149737.621956 + Penalty 2324.232776 = -147413.389180
  nChanged 0
		SP:Iteration 36F (89273.280000 sec): 3 clusters
  Score: Raw -149737.621956 + Penalty 2324.232776 = -147413.389180
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 69 (245 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (89273.370000 sec): 2 clusters
  Score: Raw -20004.780846 + Penalty 893.954459 = -19110.826387
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (89273.540000 sec): 3 clusters
  Score: Raw -20105.010800 + Penalty 1787.908918 = -18317.101882
  nChanged 56
		SP:Iteration 1F (89273.720000 sec): 3 clusters
  Score: Raw -20224.136776 + Penalty 1787.908918 = -18436.227858
  nChanged 8
		SP:Iteration 2Q (89273.890000 sec): 3 clusters
  Score: Raw -20246.038474 + Penalty 1787.908918 = -18458.129556
  nChanged 5
		SP:Iteration 3Q (89274.070000 sec): 3 clusters
  Score: Raw -20258.114368 + Penalty 1787.908918 = -18470.205450
  nChanged 2
		SP:Iteration 4Q (89274.250000 sec): 3 clusters
  Score: Raw -20262.897062 + Penalty 1787.908918 = -18474.988143
  nChanged 1
		SP:Iteration 5Q (89274.420000 sec): 3 clusters
  Score: Raw -20263.770440 + Penalty 1787.908918 = -18475.861521
  nChanged 0
		SP:Iteration 6F (89274.600000 sec): 3 clusters
  Score: Raw -20263.770440 + Penalty 1787.908918 = -18475.861521
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 70 (42935 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (89274.970000 sec): 2 clusters
  Score: Raw -5166984.304264 + Penalty 1733.459426 = -5165250.844838
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (89275.510000 sec): 3 clusters
  Score: Raw -5139863.168144 + Penalty 3466.918853 = -5136396.249291
  nChanged 20141
		SP:Iteration 1F (89276.030000 sec): 3 clusters
  Score: Raw -5150973.049194 + Penalty 3466.918853 = -5147506.130341
  nChanged 1646
		SP:Iteration 2Q (89276.550000 sec): 3 clusters
  Score: Raw -5151499.358524 + Penalty 3466.918853 = -5148032.439672
  nChanged 1896
		SP:Iteration 3Q (89277.050000 sec): 3 clusters
  Score: Raw -5152278.929728 + Penalty 3466.918853 = -5148812.010875
  nChanged 2322
		SP:Iteration 4F (89277.540000 sec): 3 clusters
  Score: Raw -5153464.148178 + Penalty 3466.918853 = -5149997.229325
  nChanged 2848
		SP:Iteration 5F (89278.090000 sec): 3 clusters
  Score: Raw -5155365.198701 + Penalty 3466.918853 = -5151898.279849
  nChanged 3407
		SP:Iteration 6F (89278.580000 sec): 3 clusters
  Score: Raw -5158167.505258 + Penalty 3466.918853 = -5154700.586406
  nChanged 3435
		SP:Iteration 7F (89279.130000 sec): 3 clusters
  Score: Raw -5161372.051168 + Penalty 3466.918853 = -5157905.132315
  nChanged 2735
		SP:Iteration 8F (89279.630000 sec): 3 clusters
  Score: Raw -5163961.948746 + Penalty 3466.918853 = -5160495.029894
  nChanged 1684
		SP:Iteration 9Q (89280.130000 sec): 3 clusters
  Score: Raw -5165504.676799 + Penalty 3466.918853 = -5162037.757946
  nChanged 941
		SP:Iteration 10Q (89280.590000 sec): 3 clusters
  Score: Raw -5166322.201559 + Penalty 3466.918853 = -5162855.282706
  nChanged 471
		SP:Iteration 11Q (89281.050000 sec): 3 clusters
  Score: Raw -5166733.034022 + Penalty 3466.918853 = -5163266.115169
  nChanged 209
		SP:Iteration 12Q (89281.510000 sec): 3 clusters
  Score: Raw -5166915.038800 + Penalty 3466.918853 = -5163448.119948
  nChanged 104
		SP:Iteration 13Q (89281.960000 sec): 3 clusters
  Score: Raw -5167019.737714 + Penalty 3466.918853 = -5163552.818862
  nChanged 71
		SP:Iteration 14Q (89282.420000 sec): 3 clusters
  Score: Raw -5167088.230059 + Penalty 3466.918853 = -5163621.311207
  nChanged 46
		SP:Iteration 15Q (89282.870000 sec): 3 clusters
  Score: Raw -5167135.186076 + Penalty 3466.918853 = -5163668.267224
  nChanged 22
		SP:Iteration 16Q (89283.320000 sec): 3 clusters
  Score: Raw -5167161.854389 + Penalty 3466.918853 = -5163694.935536
  nChanged 16
		SP:Iteration 17Q (89283.780000 sec): 3 clusters
  Score: Raw -5167176.228002 + Penalty 3466.918853 = -5163709.309149
  nChanged 14
		SP:Iteration 18Q (89284.230000 sec): 3 clusters
  Score: Raw -5167188.358446 + Penalty 3466.918853 = -5163721.439593
  nChanged 10
		SP:Iteration 19Q (89284.690000 sec): 3 clusters
  Score: Raw -5167197.136046 + Penalty 3466.918853 = -5163730.217194
  nChanged 8
		SP:Iteration 20F (89285.140000 sec): 3 clusters
  Score: Raw -5167204.210339 + Penalty 3466.918853 = -5163737.291487
  nChanged 4
		SP:Iteration 21Q (89285.600000 sec): 3 clusters
  Score: Raw -5167209.283376 + Penalty 3466.918853 = -5163742.364523
  nChanged 2
		SP:Iteration 22Q (89286.030000 sec): 3 clusters
  Score: Raw -5167210.197940 + Penalty 3466.918853 = -5163743.279087
  nChanged 0
		SP:Iteration 23F (89286.480000 sec): 3 clusters
  Score: Raw -5167210.197940 + Penalty 3466.918853 = -5163743.279087
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 71 (210 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (89286.550000 sec): 2 clusters
  Score: Raw -15545.537774 + Penalty 868.904974 = -14676.632800
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (89286.770000 sec): 3 clusters
  Score: Raw -15731.892108 + Penalty 1737.809947 = -13994.082160
  nChanged 37
		SP:Iteration 1F (89286.940000 sec): 3 clusters
  Score: Raw -15889.544785 + Penalty 1737.809947 = -14151.734838
  nChanged 12
		SP:Iteration 2F (89287.120000 sec): 3 clusters
  Score: Raw -15942.686791 + Penalty 1737.809947 = -14204.876843
  nChanged 10
		SP:Iteration 3Q (89287.290000 sec): 3 clusters
  Score: Raw -15981.116882 + Penalty 1737.809947 = -14243.306935
  nChanged 3
		SP:Iteration 4Q (89287.470000 sec): 3 clusters
  Score: Raw -15993.966298 + Penalty 1737.809947 = -14256.156351
  nChanged 3
		SP:Iteration 5Q (89287.640000 sec): 3 clusters
  Score: Raw -16007.749129 + Penalty 1737.809947 = -14269.939182
  nChanged 0
		SP:Iteration 6F (89287.820000 sec): 3 clusters
  Score: Raw -16007.749129 + Penalty 1737.809947 = -14269.939182
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 72 (532 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (89287.880000 sec): 2 clusters
  Score: Raw -76897.021284 + Penalty 1019.954567 = -75877.066717
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (89288.050000 sec): 3 clusters
  Score: Raw -76861.862790 + Penalty 2039.909134 = -74821.953656
  nChanged 130
		SP:Iteration 1F (89288.230000 sec): 3 clusters
  Score: Raw -77075.127103 + Penalty 2039.909134 = -75035.217969
  nChanged 33
		SP:Iteration 2F (89288.410000 sec): 3 clusters
  Score: Raw -77131.250728 + Penalty 2039.909134 = -75091.341594
  nChanged 20
		SP:Iteration 3Q (89288.580000 sec): 3 clusters
  Score: Raw -77170.218598 + Penalty 2039.909134 = -75130.309464
  nChanged 13
		SP:Iteration 4Q (89288.760000 sec): 3 clusters
  Score: Raw -77195.791358 + Penalty 2039.909134 = -75155.882224
  nChanged 3
		SP:Iteration 5Q (89288.930000 sec): 3 clusters
  Score: Raw -77200.560770 + Penalty 2039.909134 = -75160.651636
  nChanged 5
		SP:Iteration 6Q (89289.110000 sec): 3 clusters
  Score: Raw -77227.760123 + Penalty 2039.909134 = -75187.850989
  nChanged 13
		SP:Iteration 7Q (89289.280000 sec): 3 clusters
  Score: Raw -77280.098851 + Penalty 2039.909134 = -75240.189717
  nChanged 14
		SP:Iteration 8Q (89289.460000 sec): 3 clusters
  Score: Raw -77317.788683 + Penalty 2039.909134 = -75277.879549
  nChanged 11
		SP:Iteration 9Q (89289.630000 sec): 3 clusters
  Score: Raw -77352.552257 + Penalty 2039.909134 = -75312.643123
  nChanged 15
		SP:Iteration 10Q (89289.810000 sec): 3 clusters
  Score: Raw -77403.114553 + Penalty 2039.909134 = -75363.205419
  nChanged 15
		SP:Iteration 11Q (89289.990000 sec): 3 clusters
  Score: Raw -77445.906666 + Penalty 2039.909134 = -75405.997532
  nChanged 11
		SP:Iteration 12Q (89290.160000 sec): 3 clusters
  Score: Raw -77489.591844 + Penalty 2039.909134 = -75449.682710
  nChanged 16
		SP:Iteration 13Q (89290.340000 sec): 3 clusters
  Score: Raw -77555.935974 + Penalty 2039.909134 = -75516.026840
  nChanged 14
		SP:Iteration 14Q (89290.510000 sec): 3 clusters
  Score: Raw -77617.661648 + Penalty 2039.909134 = -75577.752514
  nChanged 12
		SP:Iteration 15Q (89290.690000 sec): 3 clusters
  Score: Raw -77692.731205 + Penalty 2039.909134 = -75652.822071
  nChanged 12
		SP:Iteration 16Q (89290.870000 sec): 3 clusters
  Score: Raw -77783.433119 + Penalty 2039.909134 = -75743.523985
  nChanged 16
		SP:Iteration 17Q (89291.040000 sec): 3 clusters
  Score: Raw -77861.802483 + Penalty 2039.909134 = -75821.893349
  nChanged 8
		SP:Iteration 18Q (89291.220000 sec): 3 clusters
  Score: Raw -77888.355822 + Penalty 2039.909134 = -75848.446688
  nChanged 5
		SP:Iteration 19Q (89291.390000 sec): 3 clusters
  Score: Raw -77916.895558 + Penalty 2039.909134 = -75876.986424
  nChanged 3
		SP:Iteration 20F (89291.570000 sec): 3 clusters
  Score: Raw -77933.570160 + Penalty 2039.909134 = -75893.661026
  nChanged 5
		SP:Iteration 21Q (89291.670000 sec): 3 clusters
  Score: Raw -77977.656156 + Penalty 2039.909134 = -75937.747022
  nChanged 2
		SP:Iteration 22Q (89291.850000 sec): 3 clusters
  Score: Raw -77994.683132 + Penalty 2039.909134 = -75954.773998
  nChanged 4
		SP:Iteration 23Q (89292.030000 sec): 3 clusters
  Score: Raw -78008.982302 + Penalty 2039.909134 = -75969.073168
  nChanged 4
		SP:Iteration 24Q (89292.200000 sec): 3 clusters
  Score: Raw -78044.356499 + Penalty 2039.909134 = -76004.447365
  nChanged 3
		SP:Iteration 25Q (89292.380000 sec): 3 clusters
  Score: Raw -78047.550668 + Penalty 2039.909134 = -76007.641534
  nChanged 1
		SP:Iteration 26Q (89292.550000 sec): 3 clusters
  Score: Raw -78050.359857 + Penalty 2039.909134 = -76010.450723
  nChanged 2
		SP:Iteration 27Q (89292.730000 sec): 3 clusters
  Score: Raw -78052.401232 + Penalty 2039.909134 = -76012.492098
  nChanged 0
		SP:Iteration 28F (89292.910000 sec): 3 clusters
  Score: Raw -78052.401232 + Penalty 2039.909134 = -76012.492098
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 76.
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 73 (133 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (89293.010000 sec): 2 clusters
  Score: Raw -15200.224583 + Penalty 794.681733 = -14405.542850
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (89293.160000 sec): 3 clusters
  Score: Raw -15452.451230 + Penalty 1589.363467 = -13863.087764
  nChanged 9
		SP:Iteration 1F (89293.330000 sec): 3 clusters
  Score: Raw -15488.540230 + Penalty 1589.363467 = -13899.176763
  nChanged 4
		SP:Iteration 2Q (89293.510000 sec): 3 clusters
  Score: Raw -15519.787372 + Penalty 1589.363467 = -13930.423906
  nChanged 2
		SP:Iteration 3Q (89293.690000 sec): 3 clusters
  Score: Raw -15528.589131 + Penalty 1589.363467 = -13939.225664
  nChanged 3
		SP:Iteration 4Q (89293.860000 sec): 3 clusters
  Score: Raw -15543.655525 + Penalty 1589.363467 = -13954.292059
  nChanged 1
		SP:Iteration 5Q (89294.040000 sec): 3 clusters
  Score: Raw -15556.949681 + Penalty 1589.363467 = -13967.586215
  nChanged 1
		SP:Iteration 6Q (89294.210000 sec): 3 clusters
  Score: Raw -15568.148048 + Penalty 1589.363467 = -13978.784582
  nChanged 0
		SP:Iteration 7F (89294.390000 sec): 3 clusters
  Score: Raw -15568.148048 + Penalty 1589.363467 = -13978.784582
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 74 (7880 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (89294.500000 sec): 2 clusters
  Score: Raw -991103.942443 + Penalty 1457.963517 = -989645.978926
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (89294.710000 sec): 3 clusters
  Score: Raw -986812.116796 + Penalty 2915.927034 = -983896.189762
  nChanged 3308
		SP:Iteration 1F (89294.910000 sec): 3 clusters
  Score: Raw -988528.179796 + Penalty 2915.927034 = -985612.252761
  nChanged 459
		SP:Iteration 2F (89295.100000 sec): 3 clusters
  Score: Raw -988704.478155 + Penalty 2915.927034 = -985788.551121
  nChanged 353
		SP:Iteration 3Q (89295.300000 sec): 3 clusters
  Score: Raw -988856.633103 + Penalty 2915.927034 = -985940.706068
  nChanged 340
		SP:Iteration 4Q (89295.490000 sec): 3 clusters
  Score: Raw -988978.572119 + Penalty 2915.927034 = -986062.645085
  nChanged 245
		SP:Iteration 5Q (89295.690000 sec): 3 clusters
  Score: Raw -989069.634779 + Penalty 2915.927034 = -986153.707744
  nChanged 235
		SP:Iteration 6Q (89295.890000 sec): 3 clusters
  Score: Raw -989146.642290 + Penalty 2915.927034 = -986230.715255
  nChanged 223
		SP:Iteration 7Q (89296.090000 sec): 3 clusters
  Score: Raw -989208.459947 + Penalty 2915.927034 = -986292.532913
  nChanged 209
		SP:Iteration 8Q (89296.280000 sec): 3 clusters
  Score: Raw -989277.220718 + Penalty 2915.927034 = -986361.293684
  nChanged 207
		SP:Iteration 9Q (89296.480000 sec): 3 clusters
  Score: Raw -989345.801508 + Penalty 2915.927034 = -986429.874474
  nChanged 237
		SP:Iteration 10Q (89296.670000 sec): 3 clusters
  Score: Raw -989438.246014 + Penalty 2915.927034 = -986522.318980
  nChanged 260
		SP:Iteration 11Q (89296.870000 sec): 3 clusters
  Score: Raw -989552.961555 + Penalty 2915.927034 = -986637.034521
  nChanged 294
		SP:Iteration 12Q (89297.070000 sec): 3 clusters
  Score: Raw -989701.884827 + Penalty 2915.927034 = -986785.957792
  nChanged 349
		SP:Iteration 13Q (89297.270000 sec): 3 clusters
  Score: Raw -989919.223187 + Penalty 2915.927034 = -987003.296153
  nChanged 376
		SP:Iteration 14Q (89297.500000 sec): 3 clusters
  Score: Raw -990190.726125 + Penalty 2915.927034 = -987274.799091
  nChanged 400
		SP:Iteration 15F (89297.660000 sec): 3 clusters
  Score: Raw -990501.489256 + Penalty 2915.927034 = -987585.562222
  nChanged 353
		SP:Iteration 16Q (89297.870000 sec): 3 clusters
  Score: Raw -990791.703966 + Penalty 2915.927034 = -987875.776932
  nChanged 306
		SP:Iteration 17Q (89298.080000 sec): 3 clusters
  Score: Raw -991063.421196 + Penalty 2915.927034 = -988147.494162
  nChanged 198
		SP:Iteration 18Q (89298.290000 sec): 3 clusters
  Score: Raw -991242.524071 + Penalty 2915.927034 = -988326.597037
  nChanged 136
		SP:Iteration 19Q (89298.490000 sec): 3 clusters
  Score: Raw -991380.654826 + Penalty 2915.927034 = -988464.727791
  nChanged 84
		SP:Iteration 20F (89298.690000 sec): 3 clusters
  Score: Raw -991459.239589 + Penalty 2915.927034 = -988543.312554
  nChanged 42
		SP:Iteration 21Q (89298.890000 sec): 3 clusters
  Score: Raw -991500.941147 + Penalty 2915.927034 = -988585.014112
  nChanged 15
		SP:Iteration 22Q (89299.090000 sec): 3 clusters
  Score: Raw -991515.765349 + Penalty 2915.927034 = -988599.838314
  nChanged 8
		SP:Iteration 23Q (89299.290000 sec): 3 clusters
  Score: Raw -991522.822613 + Penalty 2915.927034 = -988606.895579
  nChanged 3
		SP:Iteration 24Q (89299.530000 sec): 3 clusters
  Score: Raw -991525.546044 + Penalty 2915.927034 = -988609.619010
  nChanged 1
		SP:Iteration 25Q (89299.680000 sec): 3 clusters
  Score: Raw -991526.876343 + Penalty 2915.927034 = -988610.949309
  nChanged 2
		SP:Iteration 26Q (89299.890000 sec): 3 clusters
  Score: Raw -991527.822405 + Penalty 2915.927034 = -988611.895371
  nChanged 0
		SP:Iteration 27F (89300.100000 sec): 3 clusters
  Score: Raw -991527.822405 + Penalty 2915.927034 = -988611.895371
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 75 (159 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (89300.160000 sec): 2 clusters
  Score: Raw -12625.308056 + Penalty 823.696933 = -11801.611123
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (89300.340000 sec): 3 clusters
  Score: Raw -12774.668846 + Penalty 1647.393866 = -11127.274980
  nChanged 17
		SP:Iteration 1F (89300.510000 sec): 3 clusters
  Score: Raw -12848.417600 + Penalty 1647.393866 = -11201.023735
  nChanged 2
		SP:Iteration 2Q (89300.690000 sec): 3 clusters
  Score: Raw -12853.838619 + Penalty 1647.393866 = -11206.444753
  nChanged 2
		SP:Iteration 3Q (89300.860000 sec): 3 clusters
  Score: Raw -12858.745545 + Penalty 1647.393866 = -11211.351679
  nChanged 1
		SP:Iteration 4Q (89301.040000 sec): 3 clusters
  Score: Raw -12860.430252 + Penalty 1647.393866 = -11213.036386
  nChanged 1
		SP:Iteration 5Q (89301.210000 sec): 3 clusters
  Score: Raw -12861.792021 + Penalty 1647.393866 = -11214.398155
  nChanged 1
		SP:Iteration 6Q (89301.390000 sec): 3 clusters
  Score: Raw -12865.584646 + Penalty 1647.393866 = -11218.190781
  nChanged 0
		SP:Iteration 7F (89301.570000 sec): 3 clusters
  Score: Raw -12865.584646 + Penalty 1647.393866 = -11218.190781
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 78 (1001 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (89301.650000 sec): 2 clusters
  Score: Raw -124076.033544 + Penalty 1122.672652 = -122953.360892
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (89301.830000 sec): 3 clusters
  Score: Raw -123730.070706 + Penalty 2245.345303 = -121484.725403
  nChanged 305
		SP:Iteration 1F (89302.010000 sec): 3 clusters
  Score: Raw -123959.896432 + Penalty 2245.345303 = -121714.551129
  nChanged 75
		SP:Iteration 2F (89302.180000 sec): 3 clusters
  Score: Raw -124042.500773 + Penalty 2245.345303 = -121797.155469
  nChanged 32
		SP:Iteration 3Q (89302.360000 sec): 3 clusters
  Score: Raw -124081.432830 + Penalty 2245.345303 = -121836.087526
  nChanged 26
		SP:Iteration 4Q (89302.530000 sec): 3 clusters
  Score: Raw -124104.501320 + Penalty 2245.345303 = -121859.156017
  nChanged 20
		SP:Iteration 5Q (89302.710000 sec): 3 clusters
  Score: Raw -124138.275131 + Penalty 2245.345303 = -121892.929828
  nChanged 20
		SP:Iteration 6Q (89302.890000 sec): 3 clusters
  Score: Raw -124168.743428 + Penalty 2245.345303 = -121923.398125
  nChanged 19
		SP:Iteration 7Q (89303.060000 sec): 3 clusters
  Score: Raw -124186.912035 + Penalty 2245.345303 = -121941.566732
  nChanged 13
		SP:Iteration 8Q (89303.240000 sec): 3 clusters
  Score: Raw -124197.825682 + Penalty 2245.345303 = -121952.480379
  nChanged 16
		SP:Iteration 9Q (89303.410000 sec): 3 clusters
  Score: Raw -124208.862139 + Penalty 2245.345303 = -121963.516836
  nChanged 5
		SP:Iteration 10Q (89303.590000 sec): 3 clusters
  Score: Raw -124211.021748 + Penalty 2245.345303 = -121965.676445
  nChanged 5
		SP:Iteration 11Q (89303.770000 sec): 3 clusters
  Score: Raw -124215.074214 + Penalty 2245.345303 = -121969.728911
  nChanged 6
		SP:Iteration 12Q (89303.940000 sec): 3 clusters
  Score: Raw -124221.096275 + Penalty 2245.345303 = -121975.750972
  nChanged 3
		SP:Iteration 13Q (89304.120000 sec): 3 clusters
  Score: Raw -124223.242651 + Penalty 2245.345303 = -121977.897348
  nChanged 1
		SP:Iteration 14Q (89304.290000 sec): 3 clusters
  Score: Raw -124224.223850 + Penalty 2245.345303 = -121978.878547
  nChanged 0
		SP:Iteration 15F (89304.470000 sec): 3 clusters
  Score: Raw -124224.223850 + Penalty 2245.345303 = -121978.878547
  nChanged 0
Deleting Class 76 (208 points): Lose 1916.875142 but Gain 2224.536093
Iteration 299Q (89468.680000 sec): 77 clusters
  Score: Raw -104760783.242011 + Penalty 169064.743089 = -104591718.498921
  nChanged 343
Iteration 300F (89691.750000 sec): 77 clusters
  Score: Raw -104761229.182967 + Penalty 169064.743089 = -104592164.439878
  nChanged 198
Iteration 301Q (89849.250000 sec): 77 clusters
  Score: Raw -104761324.587694 + Penalty 169064.743089 = -104592259.844605
  nChanged 166
Iteration 302Q (90008.650000 sec): 77 clusters
  Score: Raw -104761393.978628 + Penalty 169064.743089 = -104592329.235539
  nChanged 137
Iteration 303Q (90167.330000 sec): 77 clusters
  Score: Raw -104761430.568835 + Penalty 169064.743089 = -104592365.825746
  nChanged 131
Iteration 304Q (90325.980000 sec): 77 clusters
  Score: Raw -104761440.517578 + Penalty 169064.743089 = -104592375.774489
  nChanged 104
Iteration 305Q (90486.910000 sec): 77 clusters
  Score: Raw -104761447.687120 + Penalty 169064.743089 = -104592382.944031
  nChanged 125
Iteration 306Q (90645.560000 sec): 77 clusters
  Score: Raw -104761457.649097 + Penalty 169064.743089 = -104592392.906008
  nChanged 131
Iteration 307Q (90805.770000 sec): 77 clusters
  Score: Raw -104761469.226479 + Penalty 169064.743089 = -104592404.483390
  nChanged 132
Iteration 308Q (90964.680000 sec): 77 clusters
  Score: Raw -104761479.920200 + Penalty 169064.743089 = -104592415.177111
  nChanged 92
Iteration 309Q (91124.150000 sec): 77 clusters
  Score: Raw -104761487.783090 + Penalty 169064.743089 = -104592423.040001
  nChanged 86
Iteration 310Q (91280.790000 sec): 77 clusters
  Score: Raw -104761492.559802 + Penalty 169064.743089 = -104592427.816713
  nChanged 84
Iteration 311Q (91440.540000 sec): 77 clusters
  Score: Raw -104761496.587786 + Penalty 169064.743089 = -104592431.844697
  nChanged 72
Iteration 312Q (91601.280000 sec): 77 clusters
  Score: Raw -104761500.094425 + Penalty 169064.743089 = -104592435.351336
  nChanged 69
Iteration 313Q (91761.570000 sec): 77 clusters
  Score: Raw -104761502.847764 + Penalty 169064.743089 = -104592438.104675
  nChanged 62
Iteration 314Q (91921.020000 sec): 77 clusters
  Score: Raw -104761504.745988 + Penalty 169064.743089 = -104592440.002899
  nChanged 62
Iteration 315Q (92079.000000 sec): 77 clusters
  Score: Raw -104761506.794622 + Penalty 169064.743089 = -104592442.051533
  nChanged 56
Iteration 316Q (92239.110000 sec): 77 clusters
  Score: Raw -104761508.614683 + Penalty 169064.743089 = -104592443.871594
  nChanged 49
Iteration 317Q (92399.090000 sec): 77 clusters
  Score: Raw -104761511.024610 + Penalty 169064.743089 = -104592446.281521
  nChanged 42
Iteration 318Q (92559.600000 sec): 77 clusters
  Score: Raw -104761513.302006 + Penalty 169064.743089 = -104592448.558917
  nChanged 43
Iteration 319Q (92717.870000 sec): 77 clusters
  Score: Raw -104761516.027649 + Penalty 169064.743089 = -104592451.284560
  nChanged 50
Iteration 320F (92944.030000 sec): 77 clusters
  Score: Raw -104761547.642701 + Penalty 169064.743089 = -104592482.899612
  nChanged 55
Iteration 321Q (93101.860000 sec): 77 clusters
  Score: Raw -104761568.790074 + Penalty 169064.743089 = -104592504.046985
  nChanged 56
Iteration 322Q (93259.130000 sec): 77 clusters
  Score: Raw -104761578.166242 + Penalty 169064.743089 = -104592513.423153
  nChanged 65
Iteration 323Q (93418.640000 sec): 77 clusters
  Score: Raw -104761586.376556 + Penalty 169064.743089 = -104592521.633467
  nChanged 64
Iteration 324Q (93577.210000 sec): 77 clusters
  Score: Raw -104761599.154048 + Penalty 169064.743089 = -104592534.410959
  nChanged 58
Iteration 325Q (93736.720000 sec): 77 clusters
  Score: Raw -104761610.718857 + Penalty 169064.743089 = -104592545.975768
  nChanged 65
Iteration 326Q (93896.070000 sec): 77 clusters
  Score: Raw -104761617.205224 + Penalty 169064.743089 = -104592552.462135
  nChanged 62
Iteration 327Q (94053.540000 sec): 77 clusters
  Score: Raw -104761621.254858 + Penalty 169064.743089 = -104592556.511769
  nChanged 63
Iteration 328Q (94212.630000 sec): 77 clusters
  Score: Raw -104761624.794100 + Penalty 169064.743089 = -104592560.051011
  nChanged 67
Iteration 329Q (94371.210000 sec): 77 clusters
  Score: Raw -104761628.590991 + Penalty 169064.743089 = -104592563.847902
  nChanged 59
Iteration 330Q (94530.550000 sec): 77 clusters
  Score: Raw -104761630.878104 + Penalty 169064.743089 = -104592566.135015
  nChanged 65
Iteration 331Q (94688.990000 sec): 77 clusters
  Score: Raw -104761633.185456 + Penalty 169064.743089 = -104592568.442367
  nChanged 46
Iteration 332Q (94846.990000 sec): 77 clusters
  Score: Raw -104761634.731126 + Penalty 169064.743089 = -104592569.988037
  nChanged 40
Iteration 333Q (95006.520000 sec): 77 clusters
  Score: Raw -104761636.337124 + Penalty 169064.743089 = -104592571.594035
  nChanged 44
Iteration 334Q (95165.130000 sec): 77 clusters
  Score: Raw -104761638.077803 + Penalty 169064.743089 = -104592573.334714
  nChanged 42
Iteration 335Q (95324.860000 sec): 77 clusters
  Score: Raw -104761639.984848 + Penalty 169064.743089 = -104592575.241759
  nChanged 26
Iteration 336Q (95484.580000 sec): 77 clusters
  Score: Raw -104761640.974780 + Penalty 169064.743089 = -104592576.231691
  nChanged 30
Iteration 337Q (95641.000000 sec): 77 clusters
  Score: Raw -104761642.563874 + Penalty 169064.743089 = -104592577.820785
  nChanged 26
Iteration 338Q (95800.060000 sec): 77 clusters
  Score: Raw -104761645.550291 + Penalty 169064.743089 = -104592580.807202
  nChanged 33
Writing temp clu file 
Because OldScore, -104592577.820785, is greater than current (better) Score,-104592580.807202 
 Compute initial score before splitting:   Score: Raw -104761645.550291 + Penalty 169064.743089 = -104592580.807202
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 1 (382 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (95800.240000 sec): 2 clusters
  Score: Raw -35908.127188 + Penalty 966.130849 = -34941.996339
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (95800.410000 sec): 3 clusters
  Score: Raw -35934.646214 + Penalty 1932.261698 = -34002.384516
  nChanged 80
		SP:Iteration 1F (95800.560000 sec): 3 clusters
  Score: Raw -36132.365679 + Penalty 1932.261698 = -34200.103981
  nChanged 31
		SP:Iteration 2F (95800.720000 sec): 3 clusters
  Score: Raw -36234.598077 + Penalty 1932.261698 = -34302.336379
  nChanged 16
		SP:Iteration 3Q (95800.890000 sec): 3 clusters
  Score: Raw -36269.645342 + Penalty 1932.261698 = -34337.383644
  nChanged 9
		SP:Iteration 4Q (95801.070000 sec): 3 clusters
  Score: Raw -36292.360265 + Penalty 1932.261698 = -34360.098567
  nChanged 11
		SP:Iteration 5Q (95801.240000 sec): 3 clusters
  Score: Raw -36332.873900 + Penalty 1932.261698 = -34400.612202
  nChanged 12
		SP:Iteration 6Q (95801.420000 sec): 3 clusters
  Score: Raw -36358.838234 + Penalty 1932.261698 = -34426.576537
  nChanged 9
		SP:Iteration 7Q (95801.590000 sec): 3 clusters
  Score: Raw -36388.452019 + Penalty 1932.261698 = -34456.190321
  nChanged 6
		SP:Iteration 8Q (95801.770000 sec): 3 clusters
  Score: Raw -36418.568556 + Penalty 1932.261698 = -34486.306858
  nChanged 4
		SP:Iteration 9Q (95801.950000 sec): 3 clusters
  Score: Raw -36443.158360 + Penalty 1932.261698 = -34510.896662
  nChanged 3
		SP:Iteration 10Q (95802.120000 sec): 3 clusters
  Score: Raw -36448.162958 + Penalty 1932.261698 = -34515.901260
  nChanged 2
		SP:Iteration 11Q (95802.300000 sec): 3 clusters
  Score: Raw -36452.452950 + Penalty 1932.261698 = -34520.191252
  nChanged 0
		SP:Iteration 12F (95802.470000 sec): 3 clusters
  Score: Raw -36452.452950 + Penalty 1932.261698 = -34520.191252
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 2 (29317 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (95802.760000 sec): 2 clusters
  Score: Raw -3592031.198810 + Penalty 1671.462460 = -3590359.736350
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (95803.180000 sec): 3 clusters
  Score: Raw -3573959.894661 + Penalty 3342.924920 = -3570616.969741
  nChanged 13496
		SP:Iteration 1F (95803.600000 sec): 3 clusters
  Score: Raw -3581630.608895 + Penalty 3342.924920 = -3578287.683975
  nChanged 1450
		SP:Iteration 2Q (95804.060000 sec): 3 clusters
  Score: Raw -3582133.958003 + Penalty 3342.924920 = -3578791.033083
  nChanged 1368
		SP:Iteration 3Q (95804.470000 sec): 3 clusters
  Score: Raw -3582626.810929 + Penalty 3342.924920 = -3579283.886009
  nChanged 1365
		SP:Iteration 4Q (95804.890000 sec): 3 clusters
  Score: Raw -3583173.115085 + Penalty 3342.924920 = -3579830.190165
  nChanged 1404
		SP:Iteration 5Q (95805.310000 sec): 3 clusters
  Score: Raw -3583758.505380 + Penalty 3342.924920 = -3580415.580460
  nChanged 1379
		SP:Iteration 6Q (95805.730000 sec): 3 clusters
  Score: Raw -3584329.223969 + Penalty 3342.924920 = -3580986.299049
  nChanged 1353
		SP:Iteration 7Q (95806.140000 sec): 3 clusters
  Score: Raw -3584874.089870 + Penalty 3342.924920 = -3581531.164950
  nChanged 1228
		SP:Iteration 8Q (95806.560000 sec): 3 clusters
  Score: Raw -3585311.572964 + Penalty 3342.924920 = -3581968.648043
  nChanged 1060
		SP:Iteration 9Q (95806.980000 sec): 3 clusters
  Score: Raw -3585666.086845 + Penalty 3342.924920 = -3582323.161925
  nChanged 938
		SP:Iteration 10Q (95807.400000 sec): 3 clusters
  Score: Raw -3585950.139374 + Penalty 3342.924920 = -3582607.214454
  nChanged 800
		SP:Iteration 11Q (95807.810000 sec): 3 clusters
  Score: Raw -3586183.120404 + Penalty 3342.924920 = -3582840.195484
  nChanged 726
		SP:Iteration 12Q (95808.270000 sec): 3 clusters
  Score: Raw -3586402.984659 + Penalty 3342.924920 = -3583060.059739
  nChanged 690
		SP:Iteration 13Q (95808.690000 sec): 3 clusters
  Score: Raw -3586617.081784 + Penalty 3342.924920 = -3583274.156863
  nChanged 691
		SP:Iteration 14Q (95809.140000 sec): 3 clusters
  Score: Raw -3586860.122574 + Penalty 3342.924920 = -3583517.197654
  nChanged 758
		SP:Iteration 15Q (95809.600000 sec): 3 clusters
  Score: Raw -3587137.767898 + Penalty 3342.924920 = -3583794.842978
  nChanged 806
		SP:Iteration 16Q (95810.060000 sec): 3 clusters
  Score: Raw -3587472.199049 + Penalty 3342.924920 = -3584129.274129
  nChanged 951
		SP:Iteration 17Q (95810.520000 sec): 3 clusters
  Score: Raw -3587926.135621 + Penalty 3342.924920 = -3584583.210701
  nChanged 1002
		SP:Iteration 18Q (95810.980000 sec): 3 clusters
  Score: Raw -3588465.031834 + Penalty 3342.924920 = -3585122.106914
  nChanged 1049
		SP:Iteration 19Q (95811.400000 sec): 3 clusters
  Score: Raw -3589123.695259 + Penalty 3342.924920 = -3585780.770339
  nChanged 1043
		SP:Iteration 20F (95811.780000 sec): 3 clusters
  Score: Raw -3589836.356725 + Penalty 3342.924920 = -3586493.431805
  nChanged 945
		SP:Iteration 21Q (95812.200000 sec): 3 clusters
  Score: Raw -3590540.942511 + Penalty 3342.924920 = -3587198.017591
  nChanged 762
		SP:Iteration 22Q (95812.590000 sec): 3 clusters
  Score: Raw -3591144.269369 + Penalty 3342.924920 = -3587801.344449
  nChanged 505
		SP:Iteration 23Q (95813.050000 sec): 3 clusters
  Score: Raw -3591546.218680 + Penalty 3342.924920 = -3588203.293760
  nChanged 324
		SP:Iteration 24Q (95813.430000 sec): 3 clusters
  Score: Raw -3591806.154673 + Penalty 3342.924920 = -3588463.229753
  nChanged 209
		SP:Iteration 25Q (95813.800000 sec): 3 clusters
  Score: Raw -3591971.886228 + Penalty 3342.924920 = -3588628.961308
  nChanged 111
		SP:Iteration 26Q (95814.130000 sec): 3 clusters
  Score: Raw -3592065.694240 + Penalty 3342.924920 = -3588722.769320
  nChanged 74
		SP:Iteration 27Q (95814.520000 sec): 3 clusters
  Score: Raw -3592128.047439 + Penalty 3342.924920 = -3588785.122519
  nChanged 49
		SP:Iteration 28Q (95814.890000 sec): 3 clusters
  Score: Raw -3592172.240537 + Penalty 3342.924920 = -3588829.315617
  nChanged 36
		SP:Iteration 29Q (95815.270000 sec): 3 clusters
  Score: Raw -3592205.904259 + Penalty 3342.924920 = -3588862.979339
  nChanged 21
		SP:Iteration 30Q (95815.600000 sec): 3 clusters
  Score: Raw -3592229.327321 + Penalty 3342.924920 = -3588886.402400
  nChanged 16
		SP:Iteration 31Q (95815.930000 sec): 3 clusters
  Score: Raw -3592245.384777 + Penalty 3342.924920 = -3588902.459857
  nChanged 9
		SP:Iteration 32Q (95816.310000 sec): 3 clusters
  Score: Raw -3592253.804381 + Penalty 3342.924920 = -3588910.879460
  nChanged 6
		SP:Iteration 33Q (95816.680000 sec): 3 clusters
  Score: Raw -3592260.007947 + Penalty 3342.924920 = -3588917.083027
  nChanged 6
		SP:Iteration 34Q (95817.050000 sec): 3 clusters
  Score: Raw -3592267.518069 + Penalty 3342.924920 = -3588924.593149
  nChanged 7
		SP:Iteration 35Q (95817.380000 sec): 3 clusters
  Score: Raw -3592277.668786 + Penalty 3342.924920 = -3588934.743866
  nChanged 3
		SP:Iteration 36Q (95817.710000 sec): 3 clusters
  Score: Raw -3592279.746284 + Penalty 3342.924920 = -3588936.821364
  nChanged 0
		SP:Iteration 37F (95818.090000 sec): 3 clusters
  Score: Raw -3592279.746284 + Penalty 3342.924920 = -3588936.821364
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 3 (5496 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (95818.190000 sec): 2 clusters
  Score: Raw -671871.339985 + Penalty 1399.413573 = -670471.926412
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (95818.370000 sec): 3 clusters
  Score: Raw -669042.711419 + Penalty 2798.827146 = -666243.884273
  nChanged 2229
		SP:Iteration 1F (95818.540000 sec): 3 clusters
  Score: Raw -670378.251791 + Penalty 2798.827146 = -667579.424645
  nChanged 450
		SP:Iteration 2F (95818.710000 sec): 3 clusters
  Score: Raw -670716.456417 + Penalty 2798.827146 = -667917.629271
  nChanged 383
		SP:Iteration 3F (95818.890000 sec): 3 clusters
  Score: Raw -671032.893823 + Penalty 2798.827146 = -668234.066677
  nChanged 346
		SP:Iteration 4F (95819.050000 sec): 3 clusters
  Score: Raw -671310.039118 + Penalty 2798.827146 = -668511.211972
  nChanged 296
		SP:Iteration 5F (95819.230000 sec): 3 clusters
  Score: Raw -671533.745690 + Penalty 2798.827146 = -668734.918544
  nChanged 267
		SP:Iteration 6Q (95819.400000 sec): 3 clusters
  Score: Raw -671685.947312 + Penalty 2798.827146 = -668887.120166
  nChanged 199
		SP:Iteration 7Q (95819.620000 sec): 3 clusters
  Score: Raw -671786.130732 + Penalty 2798.827146 = -668987.303586
  nChanged 152
		SP:Iteration 8Q (95819.800000 sec): 3 clusters
  Score: Raw -671851.369834 + Penalty 2798.827146 = -669052.542688
  nChanged 115
		SP:Iteration 9Q (95819.980000 sec): 3 clusters
  Score: Raw -671893.280583 + Penalty 2798.827146 = -669094.453436
  nChanged 90
		SP:Iteration 10Q (95820.160000 sec): 3 clusters
  Score: Raw -671927.560467 + Penalty 2798.827146 = -669128.733321
  nChanged 80
		SP:Iteration 11Q (95820.330000 sec): 3 clusters
  Score: Raw -671957.252032 + Penalty 2798.827146 = -669158.424886
  nChanged 86
		SP:Iteration 12Q (95820.480000 sec): 3 clusters
  Score: Raw -671985.980159 + Penalty 2798.827146 = -669187.153013
  nChanged 66
		SP:Iteration 13Q (95820.650000 sec): 3 clusters
  Score: Raw -672009.461215 + Penalty 2798.827146 = -669210.634069
  nChanged 72
		SP:Iteration 14Q (95820.840000 sec): 3 clusters
  Score: Raw -672038.217668 + Penalty 2798.827146 = -669239.390522
  nChanged 63
		SP:Iteration 15Q (95821.030000 sec): 3 clusters
  Score: Raw -672066.342591 + Penalty 2798.827146 = -669267.515445
  nChanged 65
		SP:Iteration 16Q (95821.200000 sec): 3 clusters
  Score: Raw -672095.523837 + Penalty 2798.827146 = -669296.696691
  nChanged 58
		SP:Iteration 17Q (95821.380000 sec): 3 clusters
  Score: Raw -672116.828006 + Penalty 2798.827146 = -669318.000860
  nChanged 52
		SP:Iteration 18Q (95821.550000 sec): 3 clusters
  Score: Raw -672135.927408 + Penalty 2798.827146 = -669337.100262
  nChanged 43
		SP:Iteration 19Q (95821.720000 sec): 3 clusters
  Score: Raw -672147.807275 + Penalty 2798.827146 = -669348.980129
  nChanged 35
		SP:Iteration 20F (95821.890000 sec): 3 clusters
  Score: Raw -672158.071542 + Penalty 2798.827146 = -669359.244396
  nChanged 30
		SP:Iteration 21Q (95822.060000 sec): 3 clusters
  Score: Raw -672165.349938 + Penalty 2798.827146 = -669366.522792
  nChanged 21
		SP:Iteration 22Q (95822.240000 sec): 3 clusters
  Score: Raw -672169.830802 + Penalty 2798.827146 = -669371.003656
  nChanged 11
		SP:Iteration 23Q (95822.410000 sec): 3 clusters
  Score: Raw -672172.316116 + Penalty 2798.827146 = -669373.488970
  nChanged 11
		SP:Iteration 24Q (95822.580000 sec): 3 clusters
  Score: Raw -672174.456937 + Penalty 2798.827146 = -669375.629791
  nChanged 10
		SP:Iteration 25Q (95822.750000 sec): 3 clusters
  Score: Raw -672176.137411 + Penalty 2798.827146 = -669377.310265
  nChanged 6
		SP:Iteration 26Q (95822.900000 sec): 3 clusters
  Score: Raw -672177.044380 + Penalty 2798.827146 = -669378.217234
  nChanged 2
		SP:Iteration 27Q (95823.000000 sec): 3 clusters
  Score: Raw -672177.494146 + Penalty 2798.827146 = -669378.667000
  nChanged 2
		SP:Iteration 28Q (95823.230000 sec): 3 clusters
  Score: Raw -672177.787419 + Penalty 2798.827146 = -669378.960273
  nChanged 0
		SP:Iteration 29F (95823.400000 sec): 3 clusters
  Score: Raw -672177.787419 + Penalty 2798.827146 = -669378.960273
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 4 (9018 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (95823.510000 sec): 2 clusters
  Score: Raw -1129790.507140 + Penalty 1479.883902 = -1128310.623238
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (95823.720000 sec): 3 clusters
  Score: Raw -1124790.038762 + Penalty 2959.767804 = -1121830.270958
  nChanged 3863
		SP:Iteration 1F (95823.900000 sec): 3 clusters
  Score: Raw -1126799.726626 + Penalty 2959.767804 = -1123839.958822
  nChanged 515
		SP:Iteration 2F (95824.090000 sec): 3 clusters
  Score: Raw -1127010.427825 + Penalty 2959.767804 = -1124050.660021
  nChanged 442
		SP:Iteration 3Q (95824.290000 sec): 3 clusters
  Score: Raw -1127188.222603 + Penalty 2959.767804 = -1124228.454799
  nChanged 349
		SP:Iteration 4Q (95824.480000 sec): 3 clusters
  Score: Raw -1127323.634824 + Penalty 2959.767804 = -1124363.867019
  nChanged 335
		SP:Iteration 5Q (95824.670000 sec): 3 clusters
  Score: Raw -1127449.755133 + Penalty 2959.767804 = -1124489.987328
  nChanged 288
		SP:Iteration 6Q (95824.870000 sec): 3 clusters
  Score: Raw -1127541.401204 + Penalty 2959.767804 = -1124581.633400
  nChanged 256
		SP:Iteration 7Q (95825.050000 sec): 3 clusters
  Score: Raw -1127619.222409 + Penalty 2959.767804 = -1124659.454605
  nChanged 231
		SP:Iteration 8Q (95825.240000 sec): 3 clusters
  Score: Raw -1127691.393997 + Penalty 2959.767804 = -1124731.626193
  nChanged 218
		SP:Iteration 9Q (95825.430000 sec): 3 clusters
  Score: Raw -1127758.139162 + Penalty 2959.767804 = -1124798.371358
  nChanged 221
		SP:Iteration 10Q (95825.620000 sec): 3 clusters
  Score: Raw -1127828.303448 + Penalty 2959.767804 = -1124868.535644
  nChanged 205
		SP:Iteration 11Q (95825.810000 sec): 3 clusters
  Score: Raw -1127902.261556 + Penalty 2959.767804 = -1124942.493752
  nChanged 225
		SP:Iteration 12Q (95826.000000 sec): 3 clusters
  Score: Raw -1127983.409013 + Penalty 2959.767804 = -1125023.641209
  nChanged 218
		SP:Iteration 13Q (95826.190000 sec): 3 clusters
  Score: Raw -1128065.745308 + Penalty 2959.767804 = -1125105.977504
  nChanged 238
		SP:Iteration 14Q (95826.380000 sec): 3 clusters
  Score: Raw -1128174.010536 + Penalty 2959.767804 = -1125214.242731
  nChanged 279
		SP:Iteration 15Q (95826.570000 sec): 3 clusters
  Score: Raw -1128310.886089 + Penalty 2959.767804 = -1125351.118285
  nChanged 295
		SP:Iteration 16Q (95826.760000 sec): 3 clusters
  Score: Raw -1128460.245571 + Penalty 2959.767804 = -1125500.477767
  nChanged 304
		SP:Iteration 17Q (95826.950000 sec): 3 clusters
  Score: Raw -1128639.050430 + Penalty 2959.767804 = -1125679.282626
  nChanged 293
		SP:Iteration 18Q (95827.150000 sec): 3 clusters
  Score: Raw -1128807.303675 + Penalty 2959.767804 = -1125847.535871
  nChanged 276
		SP:Iteration 19Q (95827.420000 sec): 3 clusters
  Score: Raw -1128955.412951 + Penalty 2959.767804 = -1125995.645147
  nChanged 233
		SP:Iteration 20F (95827.620000 sec): 3 clusters
  Score: Raw -1129067.293734 + Penalty 2959.767804 = -1126107.525930
  nChanged 206
		SP:Iteration 21Q (95827.810000 sec): 3 clusters
  Score: Raw -1129156.986359 + Penalty 2959.767804 = -1126197.218555
  nChanged 163
		SP:Iteration 22Q (95828.040000 sec): 3 clusters
  Score: Raw -1129227.052150 + Penalty 2959.767804 = -1126267.284346
  nChanged 156
		SP:Iteration 23Q (95828.230000 sec): 3 clusters
  Score: Raw -1129293.862315 + Penalty 2959.767804 = -1126334.094511
  nChanged 147
		SP:Iteration 24Q (95828.420000 sec): 3 clusters
  Score: Raw -1129355.828614 + Penalty 2959.767804 = -1126396.060810
  nChanged 140
		SP:Iteration 25Q (95828.620000 sec): 3 clusters
  Score: Raw -1129421.140700 + Penalty 2959.767804 = -1126461.372896
  nChanged 147
		SP:Iteration 26Q (95828.800000 sec): 3 clusters
  Score: Raw -1129506.660236 + Penalty 2959.767804 = -1126546.892432
  nChanged 170
		SP:Iteration 27Q (95829.000000 sec): 3 clusters
  Score: Raw -1129616.191528 + Penalty 2959.767804 = -1126656.423723
  nChanged 179
		SP:Iteration 28Q (95829.190000 sec): 3 clusters
  Score: Raw -1129715.340452 + Penalty 2959.767804 = -1126755.572648
  nChanged 134
		SP:Iteration 29Q (95829.390000 sec): 3 clusters
  Score: Raw -1129806.525604 + Penalty 2959.767804 = -1126846.757799
  nChanged 134
		SP:Iteration 30Q (95829.580000 sec): 3 clusters
  Score: Raw -1129899.398922 + Penalty 2959.767804 = -1126939.631118
  nChanged 124
		SP:Iteration 31Q (95829.770000 sec): 3 clusters
  Score: Raw -1129987.022095 + Penalty 2959.767804 = -1127027.254291
  nChanged 104
		SP:Iteration 32Q (95829.960000 sec): 3 clusters
  Score: Raw -1130058.019932 + Penalty 2959.767804 = -1127098.252128
  nChanged 98
		SP:Iteration 33Q (95830.160000 sec): 3 clusters
  Score: Raw -1130127.037976 + Penalty 2959.767804 = -1127167.270172
  nChanged 83
		SP:Iteration 34Q (95830.350000 sec): 3 clusters
  Score: Raw -1130186.374353 + Penalty 2959.767804 = -1127226.606549
  nChanged 58
		SP:Iteration 35Q (95830.540000 sec): 3 clusters
  Score: Raw -1130228.636387 + Penalty 2959.767804 = -1127268.868583
  nChanged 45
		SP:Iteration 36Q (95830.730000 sec): 3 clusters
  Score: Raw -1130256.473392 + Penalty 2959.767804 = -1127296.705588
  nChanged 31
		SP:Iteration 37Q (95830.930000 sec): 3 clusters
  Score: Raw -1130283.856258 + Penalty 2959.767804 = -1127324.088454
  nChanged 27
		SP:Iteration 38Q (95831.110000 sec): 3 clusters
  Score: Raw -1130300.786400 + Penalty 2959.767804 = -1127341.018596
  nChanged 23
		SP:Iteration 39Q (95831.310000 sec): 3 clusters
  Score: Raw -1130313.437230 + Penalty 2959.767804 = -1127353.669426
  nChanged 17
		SP:Iteration 40F (95831.510000 sec): 3 clusters
  Score: Raw -1130320.788779 + Penalty 2959.767804 = -1127361.020975
  nChanged 6
		SP:Iteration 41Q (95831.700000 sec): 3 clusters
  Score: Raw -1130323.162476 + Penalty 2959.767804 = -1127363.394671
  nChanged 8
		SP:Iteration 42Q (95831.890000 sec): 3 clusters
  Score: Raw -1130326.412891 + Penalty 2959.767804 = -1127366.645086
  nChanged 6
		SP:Iteration 43Q (95832.090000 sec): 3 clusters
  Score: Raw -1130327.936085 + Penalty 2959.767804 = -1127368.168281
  nChanged 0
		SP:Iteration 44F (95832.280000 sec): 3 clusters
  Score: Raw -1130327.936085 + Penalty 2959.767804 = -1127368.168281
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 5 (186721 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (95833.340000 sec): 2 clusters
  Score: Raw -22486791.182138 + Penalty 1972.322756 = -22484818.859382
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (95834.930000 sec): 3 clusters
  Score: Raw -22363101.222688 + Penalty 3944.645511 = -22359156.577177
  nChanged 90702
		SP:Iteration 1F (95836.510000 sec): 3 clusters
  Score: Raw -22417254.799212 + Penalty 3944.645511 = -22413310.153701
  nChanged 6107
		SP:Iteration 2Q (95838.250000 sec): 3 clusters
  Score: Raw -22418842.094577 + Penalty 3944.645511 = -22414897.449066
  nChanged 6941
		SP:Iteration 3Q (95839.910000 sec): 3 clusters
  Score: Raw -22420934.837949 + Penalty 3944.645511 = -22416990.192438
  nChanged 7892
		SP:Iteration 4Q (95841.690000 sec): 3 clusters
  Score: Raw -22423579.289557 + Penalty 3944.645511 = -22419634.644046
  nChanged 8327
		SP:Iteration 5Q (95843.420000 sec): 3 clusters
  Score: Raw -22426454.583727 + Penalty 3944.645511 = -22422509.938216
  nChanged 8495
		SP:Iteration 6Q (95845.110000 sec): 3 clusters
  Score: Raw -22429293.498213 + Penalty 3944.645511 = -22425348.852702
  nChanged 8169
		SP:Iteration 7Q (95846.790000 sec): 3 clusters
  Score: Raw -22431948.205117 + Penalty 3944.645511 = -22428003.559606
  nChanged 7636
		SP:Iteration 8Q (95848.410000 sec): 3 clusters
  Score: Raw -22434351.398067 + Penalty 3944.645511 = -22430406.752556
  nChanged 7237
		SP:Iteration 9Q (95850.120000 sec): 3 clusters
  Score: Raw -22436704.233304 + Penalty 3944.645511 = -22432759.587793
  nChanged 7025
		SP:Iteration 10Q (95851.790000 sec): 3 clusters
  Score: Raw -22439294.694526 + Penalty 3944.645511 = -22435350.049015
  nChanged 7541
		SP:Iteration 11Q (95853.480000 sec): 3 clusters
  Score: Raw -22442543.623942 + Penalty 3944.645511 = -22438598.978431
  nChanged 8689
		SP:Iteration 12Q (95855.220000 sec): 3 clusters
  Score: Raw -22446986.758771 + Penalty 3944.645511 = -22443042.113260
  nChanged 9973
		SP:Iteration 13F (95856.710000 sec): 3 clusters
  Score: Raw -22452964.244581 + Penalty 3944.645511 = -22449019.599070
  nChanged 10847
		SP:Iteration 14F (95858.340000 sec): 3 clusters
  Score: Raw -22460528.977505 + Penalty 3944.645511 = -22456584.331994
  nChanged 10575
		SP:Iteration 15F (95859.890000 sec): 3 clusters
  Score: Raw -22468744.764653 + Penalty 3944.645511 = -22464800.119142
  nChanged 9006
		SP:Iteration 16Q (95861.580000 sec): 3 clusters
  Score: Raw -22476203.034048 + Penalty 3944.645511 = -22472258.388537
  nChanged 6419
		SP:Iteration 17Q (95863.160000 sec): 3 clusters
  Score: Raw -22481492.637694 + Penalty 3944.645511 = -22477547.992183
  nChanged 3753
		SP:Iteration 18Q (95864.690000 sec): 3 clusters
  Score: Raw -22484402.243992 + Penalty 3944.645511 = -22480457.598481
  nChanged 1938
		SP:Iteration 19Q (95866.150000 sec): 3 clusters
  Score: Raw -22485844.008853 + Penalty 3944.645511 = -22481899.363342
  nChanged 943
		SP:Iteration 20F (95867.710000 sec): 3 clusters
  Score: Raw -22486497.834373 + Penalty 3944.645511 = -22482553.188861
  nChanged 414
		SP:Iteration 21Q (95869.130000 sec): 3 clusters
  Score: Raw -22486787.699578 + Penalty 3944.645511 = -22482843.054067
  nChanged 195
		SP:Iteration 22Q (95870.580000 sec): 3 clusters
  Score: Raw -22486920.799561 + Penalty 3944.645511 = -22482976.154050
  nChanged 115
		SP:Iteration 23Q (95871.990000 sec): 3 clusters
  Score: Raw -22486997.659052 + Penalty 3944.645511 = -22483053.013541
  nChanged 65
		SP:Iteration 24Q (95873.380000 sec): 3 clusters
  Score: Raw -22487033.556184 + Penalty 3944.645511 = -22483088.910673
  nChanged 41
		SP:Iteration 25Q (95874.730000 sec): 3 clusters
  Score: Raw -22487058.512367 + Penalty 3944.645511 = -22483113.866856
  nChanged 31
		SP:Iteration 26Q (95876.060000 sec): 3 clusters
  Score: Raw -22487078.092323 + Penalty 3944.645511 = -22483133.446812
  nChanged 15
		SP:Iteration 27Q (95877.430000 sec): 3 clusters
  Score: Raw -22487085.548691 + Penalty 3944.645511 = -22483140.903180
  nChanged 12
		SP:Iteration 28Q (95878.890000 sec): 3 clusters
  Score: Raw -22487092.502099 + Penalty 3944.645511 = -22483147.856588
  nChanged 6
		SP:Iteration 29Q (95880.260000 sec): 3 clusters
  Score: Raw -22487095.829892 + Penalty 3944.645511 = -22483151.184381
  nChanged 5
		SP:Iteration 30Q (95881.710000 sec): 3 clusters
  Score: Raw -22487097.785003 + Penalty 3944.645511 = -22483153.139492
  nChanged 6
		SP:Iteration 31Q (95883.150000 sec): 3 clusters
  Score: Raw -22487100.218533 + Penalty 3944.645511 = -22483155.573022
  nChanged 5
		SP:Iteration 32Q (95884.600000 sec): 3 clusters
  Score: Raw -22487102.504830 + Penalty 3944.645511 = -22483157.859319
  nChanged 8
		SP:Iteration 33Q (95886.050000 sec): 3 clusters
  Score: Raw -22487106.039663 + Penalty 3944.645511 = -22483161.394152
  nChanged 6
		SP:Iteration 34Q (95887.490000 sec): 3 clusters
  Score: Raw -22487109.123307 + Penalty 3944.645511 = -22483164.477796
  nChanged 6
		SP:Iteration 35Q (95888.940000 sec): 3 clusters
  Score: Raw -22487112.891276 + Penalty 3944.645511 = -22483168.245765
  nChanged 5
		SP:Iteration 36Q (95890.390000 sec): 3 clusters
  Score: Raw -22487115.129823 + Penalty 3944.645511 = -22483170.484312
  nChanged 4
		SP:Iteration 37Q (95891.830000 sec): 3 clusters
  Score: Raw -22487117.888044 + Penalty 3944.645511 = -22483173.242533
  nChanged 3
		SP:Iteration 38Q (95893.280000 sec): 3 clusters
  Score: Raw -22487119.136364 + Penalty 3944.645511 = -22483174.490853
  nChanged 4
		SP:Iteration 39Q (95894.710000 sec): 3 clusters
  Score: Raw -22487121.744854 + Penalty 3944.645511 = -22483177.099343
  nChanged 6
		SP:Iteration 40F (95896.290000 sec): 3 clusters
  Score: Raw -22487124.554912 + Penalty 3944.645511 = -22483179.909401
  nChanged 5
		SP:Iteration 41Q (95897.690000 sec): 3 clusters
  Score: Raw -22487127.287710 + Penalty 3944.645511 = -22483182.642199
  nChanged 4
		SP:Iteration 42Q (95899.020000 sec): 3 clusters
  Score: Raw -22487129.915861 + Penalty 3944.645511 = -22483185.270350
  nChanged 5
		SP:Iteration 43Q (95900.350000 sec): 3 clusters
  Score: Raw -22487134.307344 + Penalty 3944.645511 = -22483189.661833
  nChanged 7
		SP:Iteration 44Q (95901.690000 sec): 3 clusters
  Score: Raw -22487138.541264 + Penalty 3944.645511 = -22483193.895753
  nChanged 3
		SP:Iteration 45Q (95903.110000 sec): 3 clusters
  Score: Raw -22487139.980460 + Penalty 3944.645511 = -22483195.334949
  nChanged 3
		SP:Iteration 46Q (95904.560000 sec): 3 clusters
  Score: Raw -22487141.575179 + Penalty 3944.645511 = -22483196.929668
  nChanged 3
		SP:Iteration 47Q (95905.990000 sec): 3 clusters
  Score: Raw -22487142.561280 + Penalty 3944.645511 = -22483197.915769
  nChanged 1
		SP:Iteration 48Q (95907.430000 sec): 3 clusters
  Score: Raw -22487142.661697 + Penalty 3944.645511 = -22483198.016186
  nChanged 0
		SP:Iteration 49F (95909.010000 sec): 3 clusters
  Score: Raw -22487142.661697 + Penalty 3944.645511 = -22483198.016186
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 6 (201 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (95909.080000 sec): 2 clusters
  Score: Raw -17687.314666 + Penalty 861.787048 = -16825.527618
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (95909.090000 sec): 3 clusters
  Score: Raw -17872.488123 + Penalty 1723.574095 = -16148.914028
  nChanged 32
		SP:Iteration 1F (95909.100000 sec): 3 clusters
  Score: Raw -18042.145480 + Penalty 1723.574095 = -16318.571385
  nChanged 10
		SP:Iteration 2Q (95909.100000 sec): 3 clusters
  Score: Raw -18132.821027 + Penalty 1723.574095 = -16409.246932
  nChanged 4
		SP:Iteration 3Q (95909.100000 sec): 3 clusters
  Score: Raw -18170.980302 + Penalty 1723.574095 = -16447.406207
  nChanged 4
		SP:Iteration 4Q (95909.110000 sec): 3 clusters
  Score: Raw -18188.182164 + Penalty 1723.574095 = -16464.608069
  nChanged 2
		SP:Iteration 5Q (95909.120000 sec): 3 clusters
  Score: Raw -18214.213325 + Penalty 1723.574095 = -16490.639230
  nChanged 2
		SP:Iteration 6Q (95909.120000 sec): 3 clusters
  Score: Raw -18225.759947 + Penalty 1723.574095 = -16502.185852
  nChanged 2
		SP:Iteration 7Q (95909.130000 sec): 3 clusters
  Score: Raw -18229.093624 + Penalty 1723.574095 = -16505.519529
  nChanged 0
		SP:Iteration 8F (95909.130000 sec): 3 clusters
  Score: Raw -18229.093624 + Penalty 1723.574095 = -16505.519529
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 7 (10342 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (95909.290000 sec): 2 clusters
  Score: Raw -1229398.353165 + Penalty 1502.144890 = -1227896.208276
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (95909.520000 sec): 3 clusters
  Score: Raw -1223545.366516 + Penalty 3004.289780 = -1220541.076736
  nChanged 4463
		SP:Iteration 1F (95909.780000 sec): 3 clusters
  Score: Raw -1225891.339125 + Penalty 3004.289780 = -1222887.049345
  nChanged 687
		SP:Iteration 2F (95910.000000 sec): 3 clusters
  Score: Raw -1226257.143310 + Penalty 3004.289780 = -1223252.853530
  nChanged 676
		SP:Iteration 3F (95910.220000 sec): 3 clusters
  Score: Raw -1226607.824099 + Penalty 3004.289780 = -1223603.534320
  nChanged 612
		SP:Iteration 4F (95910.440000 sec): 3 clusters
  Score: Raw -1226929.283887 + Penalty 3004.289780 = -1223924.994107
  nChanged 594
		SP:Iteration 5F (95910.660000 sec): 3 clusters
  Score: Raw -1227285.698180 + Penalty 3004.289780 = -1224281.408401
  nChanged 600
		SP:Iteration 6F (95910.880000 sec): 3 clusters
  Score: Raw -1227704.860742 + Penalty 3004.289780 = -1224700.570962
  nChanged 546
		SP:Iteration 7F (95911.100000 sec): 3 clusters
  Score: Raw -1228096.625415 + Penalty 3004.289780 = -1225092.335635
  nChanged 443
		SP:Iteration 8Q (95911.330000 sec): 3 clusters
  Score: Raw -1228377.603103 + Penalty 3004.289780 = -1225373.313323
  nChanged 355
		SP:Iteration 9Q (95911.550000 sec): 3 clusters
  Score: Raw -1228596.157901 + Penalty 3004.289780 = -1225591.868121
  nChanged 298
		SP:Iteration 10Q (95911.770000 sec): 3 clusters
  Score: Raw -1228779.560438 + Penalty 3004.289780 = -1225775.270659
  nChanged 235
		SP:Iteration 11Q (95912.000000 sec): 3 clusters
  Score: Raw -1228914.999114 + Penalty 3004.289780 = -1225910.709335
  nChanged 192
		SP:Iteration 12Q (95912.220000 sec): 3 clusters
  Score: Raw -1229044.928119 + Penalty 3004.289780 = -1226040.638339
  nChanged 155
		SP:Iteration 13Q (95912.450000 sec): 3 clusters
  Score: Raw -1229147.895731 + Penalty 3004.289780 = -1226143.605951
  nChanged 150
		SP:Iteration 14Q (95912.670000 sec): 3 clusters
  Score: Raw -1229233.409674 + Penalty 3004.289780 = -1226229.119894
  nChanged 106
		SP:Iteration 15Q (95912.900000 sec): 3 clusters
  Score: Raw -1229294.356255 + Penalty 3004.289780 = -1226290.066476
  nChanged 114
		SP:Iteration 16Q (95913.120000 sec): 3 clusters
  Score: Raw -1229389.640597 + Penalty 3004.289780 = -1226385.350818
  nChanged 107
		SP:Iteration 17Q (95913.350000 sec): 3 clusters
  Score: Raw -1229477.095539 + Penalty 3004.289780 = -1226472.805759
  nChanged 88
		SP:Iteration 18Q (95913.570000 sec): 3 clusters
  Score: Raw -1229547.639417 + Penalty 3004.289780 = -1226543.349637
  nChanged 88
		SP:Iteration 19Q (95913.800000 sec): 3 clusters
  Score: Raw -1229621.655990 + Penalty 3004.289780 = -1226617.366211
  nChanged 56
		SP:Iteration 20F (95914.020000 sec): 3 clusters
  Score: Raw -1229670.817581 + Penalty 3004.289780 = -1226666.527802
  nChanged 60
		SP:Iteration 21Q (95914.250000 sec): 3 clusters
  Score: Raw -1229712.256482 + Penalty 3004.289780 = -1226707.966702
  nChanged 48
		SP:Iteration 22Q (95914.470000 sec): 3 clusters
  Score: Raw -1229752.442563 + Penalty 3004.289780 = -1226748.152784
  nChanged 43
		SP:Iteration 23Q (95914.700000 sec): 3 clusters
  Score: Raw -1229799.328282 + Penalty 3004.289780 = -1226795.038503
  nChanged 37
		SP:Iteration 24Q (95914.920000 sec): 3 clusters
  Score: Raw -1229851.586419 + Penalty 3004.289780 = -1226847.296639
  nChanged 33
		SP:Iteration 25Q (95915.150000 sec): 3 clusters
  Score: Raw -1229900.922917 + Penalty 3004.289780 = -1226896.633137
  nChanged 36
		SP:Iteration 26Q (95915.370000 sec): 3 clusters
  Score: Raw -1229946.267728 + Penalty 3004.289780 = -1226941.977948
  nChanged 29
		SP:Iteration 27Q (95915.590000 sec): 3 clusters
  Score: Raw -1229966.824889 + Penalty 3004.289780 = -1226962.535110
  nChanged 16
		SP:Iteration 28Q (95915.820000 sec): 3 clusters
  Score: Raw -1229976.020669 + Penalty 3004.289780 = -1226971.730889
  nChanged 13
		SP:Iteration 29Q (95916.040000 sec): 3 clusters
  Score: Raw -1229983.134524 + Penalty 3004.289780 = -1226978.844745
  nChanged 7
		SP:Iteration 30Q (95916.260000 sec): 3 clusters
  Score: Raw -1229985.925072 + Penalty 3004.289780 = -1226981.635292
  nChanged 3
		SP:Iteration 31Q (95916.480000 sec): 3 clusters
  Score: Raw -1229987.510506 + Penalty 3004.289780 = -1226983.220727
  nChanged 3
		SP:Iteration 32Q (95916.700000 sec): 3 clusters
  Score: Raw -1229989.268700 + Penalty 3004.289780 = -1226984.978921
  nChanged 5
		SP:Iteration 33Q (95916.920000 sec): 3 clusters
  Score: Raw -1229991.133601 + Penalty 3004.289780 = -1226986.843821
  nChanged 1
		SP:Iteration 34Q (95917.140000 sec): 3 clusters
  Score: Raw -1229991.628945 + Penalty 3004.289780 = -1226987.339166
  nChanged 1
		SP:Iteration 35Q (95917.360000 sec): 3 clusters
  Score: Raw -1229991.946399 + Penalty 3004.289780 = -1226987.656620
  nChanged 0
		SP:Iteration 36F (95917.580000 sec): 3 clusters
  Score: Raw -1229991.946399 + Penalty 3004.289780 = -1226987.656620
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 8 (12103 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (95917.690000 sec): 2 clusters
  Score: Raw -1462494.192192 + Penalty 1527.696403 = -1460966.495788
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (95917.970000 sec): 3 clusters
  Score: Raw -1455556.231792 + Penalty 3055.392806 = -1452500.838985
  nChanged 5261
		SP:Iteration 1F (95918.270000 sec): 3 clusters
  Score: Raw -1458241.249869 + Penalty 3055.392806 = -1455185.857063
  nChanged 627
		SP:Iteration 2F (95918.450000 sec): 3 clusters
  Score: Raw -1458453.284364 + Penalty 3055.392806 = -1455397.891558
  nChanged 516
		SP:Iteration 3Q (95918.700000 sec): 3 clusters
  Score: Raw -1458625.872256 + Penalty 3055.392806 = -1455570.479449
  nChanged 436
		SP:Iteration 4Q (95918.950000 sec): 3 clusters
  Score: Raw -1458774.045810 + Penalty 3055.392806 = -1455718.653004
  nChanged 412
		SP:Iteration 5Q (95919.200000 sec): 3 clusters
  Score: Raw -1458895.114605 + Penalty 3055.392806 = -1455839.721798
  nChanged 334
		SP:Iteration 6Q (95919.490000 sec): 3 clusters
  Score: Raw -1458985.797497 + Penalty 3055.392806 = -1455930.404691
  nChanged 294
		SP:Iteration 7Q (95919.800000 sec): 3 clusters
  Score: Raw -1459064.419566 + Penalty 3055.392806 = -1456009.026759
  nChanged 262
		SP:Iteration 8Q (95920.090000 sec): 3 clusters
  Score: Raw -1459137.585731 + Penalty 3055.392806 = -1456082.192925
  nChanged 272
		SP:Iteration 9Q (95920.380000 sec): 3 clusters
  Score: Raw -1459218.744601 + Penalty 3055.392806 = -1456163.351795
  nChanged 328
		SP:Iteration 10Q (95920.690000 sec): 3 clusters
  Score: Raw -1459339.791499 + Penalty 3055.392806 = -1456284.398692
  nChanged 369
		SP:Iteration 11Q (95920.980000 sec): 3 clusters
  Score: Raw -1459486.780711 + Penalty 3055.392806 = -1456431.387905
  nChanged 386
		SP:Iteration 12Q (95921.270000 sec): 3 clusters
  Score: Raw -1459653.738527 + Penalty 3055.392806 = -1456598.345721
  nChanged 406
		SP:Iteration 13Q (95921.580000 sec): 3 clusters
  Score: Raw -1459868.424408 + Penalty 3055.392806 = -1456813.031602
  nChanged 472
		SP:Iteration 14Q (95921.870000 sec): 3 clusters
  Score: Raw -1460142.697002 + Penalty 3055.392806 = -1457087.304196
  nChanged 492
		SP:Iteration 15Q (95922.170000 sec): 3 clusters
  Score: Raw -1460433.215350 + Penalty 3055.392806 = -1457377.822544
  nChanged 468
		SP:Iteration 16Q (95922.470000 sec): 3 clusters
  Score: Raw -1460680.095776 + Penalty 3055.392806 = -1457624.702970
  nChanged 414
		SP:Iteration 17Q (95922.760000 sec): 3 clusters
  Score: Raw -1460903.955171 + Penalty 3055.392806 = -1457848.562365
  nChanged 384
		SP:Iteration 18Q (95922.960000 sec): 3 clusters
  Score: Raw -1461101.062812 + Penalty 3055.392806 = -1458045.670005
  nChanged 323
		SP:Iteration 19Q (95923.130000 sec): 3 clusters
  Score: Raw -1461227.364670 + Penalty 3055.392806 = -1458171.971864
  nChanged 241
		SP:Iteration 20F (95923.380000 sec): 3 clusters
  Score: Raw -1461305.777287 + Penalty 3055.392806 = -1458250.384480
  nChanged 205
		SP:Iteration 21Q (95923.630000 sec): 3 clusters
  Score: Raw -1461366.462378 + Penalty 3055.392806 = -1458311.069572
  nChanged 189
		SP:Iteration 22Q (95923.880000 sec): 3 clusters
  Score: Raw -1461423.959754 + Penalty 3055.392806 = -1458368.566947
  nChanged 161
		SP:Iteration 23Q (95924.130000 sec): 3 clusters
  Score: Raw -1461476.003016 + Penalty 3055.392806 = -1458420.610210
  nChanged 162
		SP:Iteration 24Q (95924.380000 sec): 3 clusters
  Score: Raw -1461525.987663 + Penalty 3055.392806 = -1458470.594857
  nChanged 163
		SP:Iteration 25Q (95924.630000 sec): 3 clusters
  Score: Raw -1461567.891797 + Penalty 3055.392806 = -1458512.498991
  nChanged 135
		SP:Iteration 26Q (95924.880000 sec): 3 clusters
  Score: Raw -1461606.540704 + Penalty 3055.392806 = -1458551.147898
  nChanged 125
		SP:Iteration 27Q (95925.180000 sec): 3 clusters
  Score: Raw -1461636.857987 + Penalty 3055.392806 = -1458581.465180
  nChanged 108
		SP:Iteration 28Q (95925.350000 sec): 3 clusters
  Score: Raw -1461660.570782 + Penalty 3055.392806 = -1458605.177976
  nChanged 90
		SP:Iteration 29Q (95925.600000 sec): 3 clusters
  Score: Raw -1461684.102837 + Penalty 3055.392806 = -1458628.710031
  nChanged 101
		SP:Iteration 30Q (95925.850000 sec): 3 clusters
  Score: Raw -1461711.170954 + Penalty 3055.392806 = -1458655.778148
  nChanged 110
		SP:Iteration 31Q (95926.100000 sec): 3 clusters
  Score: Raw -1461738.548358 + Penalty 3055.392806 = -1458683.155552
  nChanged 101
		SP:Iteration 32Q (95926.350000 sec): 3 clusters
  Score: Raw -1461762.342358 + Penalty 3055.392806 = -1458706.949551
  nChanged 74
		SP:Iteration 33Q (95926.600000 sec): 3 clusters
  Score: Raw -1461778.062801 + Penalty 3055.392806 = -1458722.669995
  nChanged 77
		SP:Iteration 34Q (95926.850000 sec): 3 clusters
  Score: Raw -1461792.762773 + Penalty 3055.392806 = -1458737.369967
  nChanged 69
		SP:Iteration 35Q (95927.100000 sec): 3 clusters
  Score: Raw -1461804.997327 + Penalty 3055.392806 = -1458749.604520
  nChanged 55
		SP:Iteration 36Q (95927.350000 sec): 3 clusters
  Score: Raw -1461815.385208 + Penalty 3055.392806 = -1458759.992402
  nChanged 49
		SP:Iteration 37Q (95927.640000 sec): 3 clusters
  Score: Raw -1461825.412141 + Penalty 3055.392806 = -1458770.019335
  nChanged 54
		SP:Iteration 38Q (95927.860000 sec): 3 clusters
  Score: Raw -1461836.799634 + Penalty 3055.392806 = -1458781.406827
  nChanged 58
		SP:Iteration 39Q (95928.150000 sec): 3 clusters
  Score: Raw -1461849.614149 + Penalty 3055.392806 = -1458794.221343
  nChanged 55
		SP:Iteration 40F (95928.360000 sec): 3 clusters
  Score: Raw -1461859.619761 + Penalty 3055.392806 = -1458804.226955
  nChanged 52
		SP:Iteration 41Q (95928.620000 sec): 3 clusters
  Score: Raw -1461868.276209 + Penalty 3055.392806 = -1458812.883402
  nChanged 38
		SP:Iteration 42Q (95928.870000 sec): 3 clusters
  Score: Raw -1461873.901812 + Penalty 3055.392806 = -1458818.509005
  nChanged 39
		SP:Iteration 43Q (95929.120000 sec): 3 clusters
  Score: Raw -1461880.765706 + Penalty 3055.392806 = -1458825.372899
  nChanged 42
		SP:Iteration 44Q (95929.370000 sec): 3 clusters
  Score: Raw -1461887.388712 + Penalty 3055.392806 = -1458831.995906
  nChanged 44
		SP:Iteration 45Q (95929.620000 sec): 3 clusters
  Score: Raw -1461894.435945 + Penalty 3055.392806 = -1458839.043138
  nChanged 41
		SP:Iteration 46Q (95929.870000 sec): 3 clusters
  Score: Raw -1461901.305564 + Penalty 3055.392806 = -1458845.912758
  nChanged 43
		SP:Iteration 47Q (95930.130000 sec): 3 clusters
  Score: Raw -1461910.092841 + Penalty 3055.392806 = -1458854.700034
  nChanged 52
		SP:Iteration 48Q (95930.380000 sec): 3 clusters
  Score: Raw -1461919.334484 + Penalty 3055.392806 = -1458863.941678
  nChanged 43
		SP:Iteration 49Q (95930.660000 sec): 3 clusters
  Score: Raw -1461926.235261 + Penalty 3055.392806 = -1458870.842455
  nChanged 33
		SP:Iteration 50Q (95930.910000 sec): 3 clusters
  Score: Raw -1461931.424433 + Penalty 3055.392806 = -1458876.031627
  nChanged 30
		SP:Iteration 51Q (95931.160000 sec): 3 clusters
  Score: Raw -1461935.157640 + Penalty 3055.392806 = -1458879.764833
  nChanged 19
		SP:Iteration 52Q (95931.410000 sec): 3 clusters
  Score: Raw -1461937.261077 + Penalty 3055.392806 = -1458881.868270
  nChanged 18
		SP:Iteration 53Q (95931.660000 sec): 3 clusters
  Score: Raw -1461939.083306 + Penalty 3055.392806 = -1458883.690499
  nChanged 21
		SP:Iteration 54Q (95931.920000 sec): 3 clusters
  Score: Raw -1461941.642004 + Penalty 3055.392806 = -1458886.249197
  nChanged 20
		SP:Iteration 55Q (95932.210000 sec): 3 clusters
  Score: Raw -1461944.056630 + Penalty 3055.392806 = -1458888.663823
  nChanged 23
		SP:Iteration 56Q (95932.420000 sec): 3 clusters
  Score: Raw -1461947.439808 + Penalty 3055.392806 = -1458892.047002
  nChanged 33
		SP:Iteration 57Q (95932.630000 sec): 3 clusters
  Score: Raw -1461951.889932 + Penalty 3055.392806 = -1458896.497125
  nChanged 32
		SP:Iteration 58Q (95932.930000 sec): 3 clusters
  Score: Raw -1461956.817375 + Penalty 3055.392806 = -1458901.424568
  nChanged 24
		SP:Iteration 59Q (95933.150000 sec): 3 clusters
  Score: Raw -1461959.853939 + Penalty 3055.392806 = -1458904.461133
  nChanged 25
		SP:Iteration 60F (95933.400000 sec): 3 clusters
  Score: Raw -1461963.135109 + Penalty 3055.392806 = -1458907.742302
  nChanged 16
		SP:Iteration 61Q (95933.630000 sec): 3 clusters
  Score: Raw -1461965.557336 + Penalty 3055.392806 = -1458910.164529
  nChanged 22
		SP:Iteration 62Q (95933.860000 sec): 3 clusters
  Score: Raw -1461968.593166 + Penalty 3055.392806 = -1458913.200359
  nChanged 20
		SP:Iteration 63Q (95934.100000 sec): 3 clusters
  Score: Raw -1461970.757452 + Penalty 3055.392806 = -1458915.364645
  nChanged 16
		SP:Iteration 64Q (95934.350000 sec): 3 clusters
  Score: Raw -1461973.031843 + Penalty 3055.392806 = -1458917.639037
  nChanged 17
		SP:Iteration 65Q (95934.600000 sec): 3 clusters
  Score: Raw -1461975.397191 + Penalty 3055.392806 = -1458920.004384
  nChanged 15
		SP:Iteration 66Q (95934.860000 sec): 3 clusters
  Score: Raw -1461977.204518 + Penalty 3055.392806 = -1458921.811711
  nChanged 12
		SP:Iteration 67Q (95935.110000 sec): 3 clusters
  Score: Raw -1461978.167394 + Penalty 3055.392806 = -1458922.774588
  nChanged 5
		SP:Iteration 68Q (95935.360000 sec): 3 clusters
  Score: Raw -1461978.501688 + Penalty 3055.392806 = -1458923.108882
  nChanged 7
		SP:Iteration 69Q (95935.610000 sec): 3 clusters
  Score: Raw -1461978.992695 + Penalty 3055.392806 = -1458923.599888
  nChanged 7
		SP:Iteration 70Q (95935.870000 sec): 3 clusters
  Score: Raw -1461979.415758 + Penalty 3055.392806 = -1458924.022951
  nChanged 7
		SP:Iteration 71Q (95936.120000 sec): 3 clusters
  Score: Raw -1461980.095389 + Penalty 3055.392806 = -1458924.702582
  nChanged 9
		SP:Iteration 72Q (95936.370000 sec): 3 clusters
  Score: Raw -1461980.894813 + Penalty 3055.392806 = -1458925.502007
  nChanged 10
		SP:Iteration 73Q (95936.620000 sec): 3 clusters
  Score: Raw -1461981.891342 + Penalty 3055.392806 = -1458926.498535
  nChanged 15
		SP:Iteration 74Q (95936.870000 sec): 3 clusters
  Score: Raw -1461983.955943 + Penalty 3055.392806 = -1458928.563136
  nChanged 20
		SP:Iteration 75Q (95937.120000 sec): 3 clusters
  Score: Raw -1461987.414936 + Penalty 3055.392806 = -1458932.022130
  nChanged 24
		SP:Iteration 76Q (95937.370000 sec): 3 clusters
  Score: Raw -1461990.736847 + Penalty 3055.392806 = -1458935.344041
  nChanged 21
		SP:Iteration 77Q (95937.610000 sec): 3 clusters
  Score: Raw -1461994.189749 + Penalty 3055.392806 = -1458938.796942
  nChanged 34
		SP:Iteration 78Q (95937.870000 sec): 3 clusters
  Score: Raw -1461999.690481 + Penalty 3055.392806 = -1458944.297675
  nChanged 30
		SP:Iteration 79Q (95938.120000 sec): 3 clusters
  Score: Raw -1462003.700849 + Penalty 3055.392806 = -1458948.308042
  nChanged 20
		SP:Iteration 80F (95938.370000 sec): 3 clusters
  Score: Raw -1462006.633532 + Penalty 3055.392806 = -1458951.240725
  nChanged 24
		SP:Iteration 81Q (95938.620000 sec): 3 clusters
  Score: Raw -1462009.582229 + Penalty 3055.392806 = -1458954.189423
  nChanged 18
		SP:Iteration 82Q (95938.870000 sec): 3 clusters
  Score: Raw -1462012.068560 + Penalty 3055.392806 = -1458956.675754
  nChanged 20
		SP:Iteration 83Q (95939.120000 sec): 3 clusters
  Score: Raw -1462014.830659 + Penalty 3055.392806 = -1458959.437853
  nChanged 22
		SP:Iteration 84Q (95939.370000 sec): 3 clusters
  Score: Raw -1462017.736414 + Penalty 3055.392806 = -1458962.343607
  nChanged 16
		SP:Iteration 85Q (95939.620000 sec): 3 clusters
  Score: Raw -1462020.176538 + Penalty 3055.392806 = -1458964.783731
  nChanged 21
		SP:Iteration 86Q (95939.870000 sec): 3 clusters
  Score: Raw -1462023.754412 + Penalty 3055.392806 = -1458968.361606
  nChanged 24
		SP:Iteration 87Q (95940.120000 sec): 3 clusters
  Score: Raw -1462028.000992 + Penalty 3055.392806 = -1458972.608186
  nChanged 26
		SP:Iteration 88Q (95940.370000 sec): 3 clusters
  Score: Raw -1462032.118629 + Penalty 3055.392806 = -1458976.725823
  nChanged 24
		SP:Iteration 89Q (95940.620000 sec): 3 clusters
  Score: Raw -1462035.942409 + Penalty 3055.392806 = -1458980.549603
  nChanged 16
		SP:Iteration 90Q (95940.870000 sec): 3 clusters
  Score: Raw -1462038.000404 + Penalty 3055.392806 = -1458982.607598
  nChanged 12
		SP:Iteration 91Q (95941.120000 sec): 3 clusters
  Score: Raw -1462039.149218 + Penalty 3055.392806 = -1458983.756411
  nChanged 14
		SP:Iteration 92Q (95941.410000 sec): 3 clusters
  Score: Raw -1462040.911186 + Penalty 3055.392806 = -1458985.518380
  nChanged 17
		SP:Iteration 93Q (95941.630000 sec): 3 clusters
  Score: Raw -1462043.850327 + Penalty 3055.392806 = -1458988.457521
  nChanged 21
		SP:Iteration 94Q (95941.880000 sec): 3 clusters
  Score: Raw -1462047.040360 + Penalty 3055.392806 = -1458991.647554
  nChanged 16
		SP:Iteration 95Q (95942.130000 sec): 3 clusters
  Score: Raw -1462048.907955 + Penalty 3055.392806 = -1458993.515148
  nChanged 13
		SP:Iteration 96Q (95942.380000 sec): 3 clusters
  Score: Raw -1462050.410417 + Penalty 3055.392806 = -1458995.017611
  nChanged 14
		SP:Iteration 97Q (95942.630000 sec): 3 clusters
  Score: Raw -1462051.788512 + Penalty 3055.392806 = -1458996.395706
  nChanged 8
		SP:Iteration 98Q (95942.880000 sec): 3 clusters
  Score: Raw -1462052.508100 + Penalty 3055.392806 = -1458997.115294
  nChanged 3
		SP:Iteration 99Q (95943.140000 sec): 3 clusters
  Score: Raw -1462052.699763 + Penalty 3055.392806 = -1458997.306956
  nChanged 3
		SP:Iteration 100F (95943.380000 sec): 3 clusters
  Score: Raw -1462052.953701 + Penalty 3055.392806 = -1458997.560895
  nChanged 1
		SP:Iteration 101Q (95943.630000 sec): 3 clusters
  Score: Raw -1462053.093258 + Penalty 3055.392806 = -1458997.700451
  nChanged 2
		SP:Iteration 102Q (95943.880000 sec): 3 clusters
  Score: Raw -1462053.317093 + Penalty 3055.392806 = -1458997.924287
  nChanged 0
		SP:Iteration 103F (95944.130000 sec): 3 clusters
  Score: Raw -1462053.317093 + Penalty 3055.392806 = -1458997.924287
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 9 (533 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (95944.190000 sec): 2 clusters
  Score: Raw -58629.082390 + Penalty 1020.259731 = -57608.822658
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (95944.360000 sec): 3 clusters
  Score: Raw -58571.745107 + Penalty 2040.519463 = -56531.225645
  nChanged 144
		SP:Iteration 1F (95944.540000 sec): 3 clusters
  Score: Raw -58813.052473 + Penalty 2040.519463 = -56772.533010
  nChanged 43
		SP:Iteration 2F (95944.720000 sec): 3 clusters
  Score: Raw -58903.888393 + Penalty 2040.519463 = -56863.368930
  nChanged 21
		SP:Iteration 3Q (95944.890000 sec): 3 clusters
  Score: Raw -58947.689029 + Penalty 2040.519463 = -56907.169566
  nChanged 17
		SP:Iteration 4Q (95945.070000 sec): 3 clusters
  Score: Raw -58982.357337 + Penalty 2040.519463 = -56941.837875
  nChanged 14
		SP:Iteration 5Q (95945.240000 sec): 3 clusters
  Score: Raw -59001.347264 + Penalty 2040.519463 = -56960.827801
  nChanged 8
		SP:Iteration 6Q (95945.420000 sec): 3 clusters
  Score: Raw -59011.470749 + Penalty 2040.519463 = -56970.951286
  nChanged 13
		SP:Iteration 7Q (95945.600000 sec): 3 clusters
  Score: Raw -59040.201416 + Penalty 2040.519463 = -56999.681953
  nChanged 13
		SP:Iteration 8Q (95945.770000 sec): 3 clusters
  Score: Raw -59082.973437 + Penalty 2040.519463 = -57042.453974
  nChanged 5
		SP:Iteration 9Q (95945.950000 sec): 3 clusters
  Score: Raw -59095.613420 + Penalty 2040.519463 = -57055.093957
  nChanged 7
		SP:Iteration 10Q (95946.120000 sec): 3 clusters
  Score: Raw -59123.732911 + Penalty 2040.519463 = -57083.213448
  nChanged 5
		SP:Iteration 11Q (95946.300000 sec): 3 clusters
  Score: Raw -59150.321165 + Penalty 2040.519463 = -57109.801702
  nChanged 6
		SP:Iteration 12Q (95946.480000 sec): 3 clusters
  Score: Raw -59169.373598 + Penalty 2040.519463 = -57128.854135
  nChanged 6
		SP:Iteration 13Q (95946.650000 sec): 3 clusters
  Score: Raw -59188.868408 + Penalty 2040.519463 = -57148.348946
  nChanged 6
		SP:Iteration 14Q (95946.830000 sec): 3 clusters
  Score: Raw -59199.298658 + Penalty 2040.519463 = -57158.779195
  nChanged 5
		SP:Iteration 15Q (95947.000000 sec): 3 clusters
  Score: Raw -59214.695864 + Penalty 2040.519463 = -57174.176401
  nChanged 4
		SP:Iteration 16Q (95947.180000 sec): 3 clusters
  Score: Raw -59236.391227 + Penalty 2040.519463 = -57195.871764
  nChanged 7
		SP:Iteration 17Q (95947.350000 sec): 3 clusters
  Score: Raw -59271.555025 + Penalty 2040.519463 = -57231.035563
  nChanged 9
		SP:Iteration 18Q (95947.530000 sec): 3 clusters
  Score: Raw -59306.899271 + Penalty 2040.519463 = -57266.379808
  nChanged 10
		SP:Iteration 19Q (95947.700000 sec): 3 clusters
  Score: Raw -59347.404590 + Penalty 2040.519463 = -57306.885127
  nChanged 11
		SP:Iteration 20F (95947.880000 sec): 3 clusters
  Score: Raw -59381.632868 + Penalty 2040.519463 = -57341.113406
  nChanged 7
		SP:Iteration 21Q (95948.060000 sec): 3 clusters
  Score: Raw -59433.230725 + Penalty 2040.519463 = -57392.711262
  nChanged 5
		SP:Iteration 22Q (95948.230000 sec): 3 clusters
  Score: Raw -59460.727323 + Penalty 2040.519463 = -57420.207860
  nChanged 6
		SP:Iteration 23Q (95948.410000 sec): 3 clusters
  Score: Raw -59488.992332 + Penalty 2040.519463 = -57448.472870
  nChanged 5
		SP:Iteration 24Q (95948.590000 sec): 3 clusters
  Score: Raw -59494.747622 + Penalty 2040.519463 = -57454.228160
  nChanged 5
		SP:Iteration 25Q (95948.760000 sec): 3 clusters
  Score: Raw -59504.763844 + Penalty 2040.519463 = -57464.244381
  nChanged 4
		SP:Iteration 26Q (95948.940000 sec): 3 clusters
  Score: Raw -59514.768409 + Penalty 2040.519463 = -57474.248946
  nChanged 1
		SP:Iteration 27Q (95949.110000 sec): 3 clusters
  Score: Raw -59521.577614 + Penalty 2040.519463 = -57481.058151
  nChanged 6
		SP:Iteration 28Q (95949.290000 sec): 3 clusters
  Score: Raw -59526.566017 + Penalty 2040.519463 = -57486.046555
  nChanged 5
		SP:Iteration 29Q (95949.460000 sec): 3 clusters
  Score: Raw -59532.430548 + Penalty 2040.519463 = -57491.911086
  nChanged 2
		SP:Iteration 30Q (95949.640000 sec): 3 clusters
  Score: Raw -59536.770850 + Penalty 2040.519463 = -57496.251387
  nChanged 1
		SP:Iteration 31Q (95949.820000 sec): 3 clusters
  Score: Raw -59537.325399 + Penalty 2040.519463 = -57496.805936
  nChanged 1
		SP:Iteration 32Q (95949.990000 sec): 3 clusters
  Score: Raw -59538.950324 + Penalty 2040.519463 = -57498.430861
  nChanged 1
		SP:Iteration 33Q (95950.170000 sec): 3 clusters
  Score: Raw -59540.895603 + Penalty 2040.519463 = -57500.376140
  nChanged 1
		SP:Iteration 34Q (95950.340000 sec): 3 clusters
  Score: Raw -59541.266641 + Penalty 2040.519463 = -57500.747179
  nChanged 0
		SP:Iteration 35F (95950.520000 sec): 3 clusters
  Score: Raw -59541.266641 + Penalty 2040.519463 = -57500.747179
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 10 (8346 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (95950.630000 sec): 2 clusters
  Score: Raw -951447.407058 + Penalty 1467.299870 = -949980.107188
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (95950.840000 sec): 3 clusters
  Score: Raw -946795.753418 + Penalty 2934.599740 = -943861.153678
  nChanged 3617
		SP:Iteration 1F (95951.040000 sec): 3 clusters
  Score: Raw -948872.629836 + Penalty 2934.599740 = -945938.030096
  nChanged 605
		SP:Iteration 2F (95951.240000 sec): 3 clusters
  Score: Raw -949245.140644 + Penalty 2934.599740 = -946310.540904
  nChanged 562
		SP:Iteration 3F (95951.430000 sec): 3 clusters
  Score: Raw -949611.125875 + Penalty 2934.599740 = -946676.526135
  nChanged 591
		SP:Iteration 4F (95951.630000 sec): 3 clusters
  Score: Raw -950009.359518 + Penalty 2934.599740 = -947074.759778
  nChanged 489
		SP:Iteration 5F (95951.820000 sec): 3 clusters
  Score: Raw -950304.827113 + Penalty 2934.599740 = -947370.227373
  nChanged 426
		SP:Iteration 6F (95952.020000 sec): 3 clusters
  Score: Raw -950552.666507 + Penalty 2934.599740 = -947618.066767
  nChanged 334
		SP:Iteration 7Q (95952.220000 sec): 3 clusters
  Score: Raw -950740.347962 + Penalty 2934.599740 = -947805.748222
  nChanged 268
		SP:Iteration 8Q (95952.410000 sec): 3 clusters
  Score: Raw -950896.076411 + Penalty 2934.599740 = -947961.476671
  nChanged 237
		SP:Iteration 9Q (95952.600000 sec): 3 clusters
  Score: Raw -951019.031544 + Penalty 2934.599740 = -948084.431804
  nChanged 207
		SP:Iteration 10Q (95952.850000 sec): 3 clusters
  Score: Raw -951124.834760 + Penalty 2934.599740 = -948190.235020
  nChanged 181
		SP:Iteration 11Q (95953.040000 sec): 3 clusters
  Score: Raw -951230.811789 + Penalty 2934.599740 = -948296.212049
  nChanged 176
		SP:Iteration 12Q (95953.170000 sec): 3 clusters
  Score: Raw -951344.628784 + Penalty 2934.599740 = -948410.029044
  nChanged 183
		SP:Iteration 13Q (95953.290000 sec): 3 clusters
  Score: Raw -951469.593682 + Penalty 2934.599740 = -948534.993942
  nChanged 156
		SP:Iteration 14Q (95953.520000 sec): 3 clusters
  Score: Raw -951572.355121 + Penalty 2934.599740 = -948637.755381
  nChanged 136
		SP:Iteration 15Q (95953.710000 sec): 3 clusters
  Score: Raw -951659.665794 + Penalty 2934.599740 = -948725.066054
  nChanged 111
		SP:Iteration 16Q (95953.910000 sec): 3 clusters
  Score: Raw -951733.323336 + Penalty 2934.599740 = -948798.723596
  nChanged 82
		SP:Iteration 17Q (95954.110000 sec): 3 clusters
  Score: Raw -951784.226845 + Penalty 2934.599740 = -948849.627105
  nChanged 71
		SP:Iteration 18Q (95954.300000 sec): 3 clusters
  Score: Raw -951835.613707 + Penalty 2934.599740 = -948901.013967
  nChanged 59
		SP:Iteration 19Q (95954.500000 sec): 3 clusters
  Score: Raw -951882.976938 + Penalty 2934.599740 = -948948.377198
  nChanged 56
		SP:Iteration 20F (95954.700000 sec): 3 clusters
  Score: Raw -951923.328090 + Penalty 2934.599740 = -948988.728350
  nChanged 42
		SP:Iteration 21Q (95954.900000 sec): 3 clusters
  Score: Raw -951952.666098 + Penalty 2934.599740 = -949018.066358
  nChanged 38
		SP:Iteration 22Q (95955.090000 sec): 3 clusters
  Score: Raw -951979.386915 + Penalty 2934.599740 = -949044.787176
  nChanged 26
		SP:Iteration 23Q (95955.290000 sec): 3 clusters
  Score: Raw -951994.993571 + Penalty 2934.599740 = -949060.393831
  nChanged 25
		SP:Iteration 24Q (95955.480000 sec): 3 clusters
  Score: Raw -952011.178508 + Penalty 2934.599740 = -949076.578768
  nChanged 13
		SP:Iteration 25Q (95955.680000 sec): 3 clusters
  Score: Raw -952018.128856 + Penalty 2934.599740 = -949083.529116
  nChanged 11
		SP:Iteration 26Q (95955.880000 sec): 3 clusters
  Score: Raw -952023.496100 + Penalty 2934.599740 = -949088.896360
  nChanged 7
		SP:Iteration 27Q (95956.080000 sec): 3 clusters
  Score: Raw -952028.849663 + Penalty 2934.599740 = -949094.249923
  nChanged 9
		SP:Iteration 28Q (95956.270000 sec): 3 clusters
  Score: Raw -952035.690472 + Penalty 2934.599740 = -949101.090732
  nChanged 6
		SP:Iteration 29Q (95956.470000 sec): 3 clusters
  Score: Raw -952039.670810 + Penalty 2934.599740 = -949105.071071
  nChanged 4
		SP:Iteration 30Q (95956.670000 sec): 3 clusters
  Score: Raw -952041.382905 + Penalty 2934.599740 = -949106.783165
  nChanged 7
		SP:Iteration 31Q (95956.860000 sec): 3 clusters
  Score: Raw -952046.943718 + Penalty 2934.599740 = -949112.343978
  nChanged 6
		SP:Iteration 32Q (95957.060000 sec): 3 clusters
  Score: Raw -952052.322040 + Penalty 2934.599740 = -949117.722300
  nChanged 5
		SP:Iteration 33Q (95957.260000 sec): 3 clusters
  Score: Raw -952056.349801 + Penalty 2934.599740 = -949121.750061
  nChanged 6
		SP:Iteration 34Q (95957.450000 sec): 3 clusters
  Score: Raw -952061.573663 + Penalty 2934.599740 = -949126.973923
  nChanged 3
		SP:Iteration 35Q (95957.650000 sec): 3 clusters
  Score: Raw -952064.375304 + Penalty 2934.599740 = -949129.775564
  nChanged 5
		SP:Iteration 36Q (95957.850000 sec): 3 clusters
  Score: Raw -952068.760318 + Penalty 2934.599740 = -949134.160578
  nChanged 7
		SP:Iteration 37Q (95958.040000 sec): 3 clusters
  Score: Raw -952072.804934 + Penalty 2934.599740 = -949138.205195
  nChanged 4
		SP:Iteration 38Q (95958.240000 sec): 3 clusters
  Score: Raw -952075.725442 + Penalty 2934.599740 = -949141.125703
  nChanged 4
		SP:Iteration 39Q (95958.430000 sec): 3 clusters
  Score: Raw -952078.871288 + Penalty 2934.599740 = -949144.271548
  nChanged 1
		SP:Iteration 40F (95958.630000 sec): 3 clusters
  Score: Raw -952079.155479 + Penalty 2934.599740 = -949144.555739
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 11 (895 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (95958.700000 sec): 2 clusters
  Score: Raw -103451.214392 + Penalty 1104.483854 = -102346.730537
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (95958.880000 sec): 3 clusters
  Score: Raw -103212.150164 + Penalty 2208.967708 = -101003.182455
  nChanged 288
		SP:Iteration 1F (95959.050000 sec): 3 clusters
  Score: Raw -103515.584432 + Penalty 2208.967708 = -101306.616724
  nChanged 86
		SP:Iteration 2F (95959.230000 sec): 3 clusters
  Score: Raw -103637.852824 + Penalty 2208.967708 = -101428.885115
  nChanged 57
		SP:Iteration 3F (95959.390000 sec): 3 clusters
  Score: Raw -103712.300326 + Penalty 2208.967708 = -101503.332618
  nChanged 36
		SP:Iteration 4Q (95959.540000 sec): 3 clusters
  Score: Raw -103773.690550 + Penalty 2208.967708 = -101564.722842
  nChanged 31
		SP:Iteration 5Q (95959.710000 sec): 3 clusters
  Score: Raw -103829.395588 + Penalty 2208.967708 = -101620.427880
  nChanged 32
		SP:Iteration 6Q (95959.890000 sec): 3 clusters
  Score: Raw -103885.291656 + Penalty 2208.967708 = -101676.323948
  nChanged 29
		SP:Iteration 7Q (95960.060000 sec): 3 clusters
  Score: Raw -103953.754974 + Penalty 2208.967708 = -101744.787266
  nChanged 28
		SP:Iteration 8Q (95960.240000 sec): 3 clusters
  Score: Raw -104021.546334 + Penalty 2208.967708 = -101812.578626
  nChanged 21
		SP:Iteration 9Q (95960.420000 sec): 3 clusters
  Score: Raw -104060.331765 + Penalty 2208.967708 = -101851.364057
  nChanged 16
		SP:Iteration 10Q (95960.550000 sec): 3 clusters
  Score: Raw -104080.703833 + Penalty 2208.967708 = -101871.736125
  nChanged 6
		SP:Iteration 11Q (95960.570000 sec): 3 clusters
  Score: Raw -104086.974131 + Penalty 2208.967708 = -101878.006422
  nChanged 5
		SP:Iteration 12Q (95960.590000 sec): 3 clusters
  Score: Raw -104090.599000 + Penalty 2208.967708 = -101881.631291
  nChanged 1
		SP:Iteration 13Q (95960.610000 sec): 3 clusters
  Score: Raw -104091.024056 + Penalty 2208.967708 = -101882.056347
  nChanged 1
		SP:Iteration 14Q (95960.640000 sec): 3 clusters
  Score: Raw -104091.570075 + Penalty 2208.967708 = -101882.602367
  nChanged 0
		SP:Iteration 15F (95960.660000 sec): 3 clusters
  Score: Raw -104091.570075 + Penalty 2208.967708 = -101882.602367
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 12 (502 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (95960.700000 sec): 2 clusters
  Score: Raw -60916.023429 + Penalty 1010.522519 = -59905.500909
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (95960.710000 sec): 3 clusters
  Score: Raw -60829.434948 + Penalty 2021.045039 = -58808.389910
  nChanged 109
		SP:Iteration 1F (95960.730000 sec): 3 clusters
  Score: Raw -60986.904486 + Penalty 2021.045039 = -58965.859447
  nChanged 19
		SP:Iteration 2Q (95960.740000 sec): 3 clusters
  Score: Raw -61018.315919 + Penalty 2021.045039 = -58997.270880
  nChanged 9
		SP:Iteration 3Q (95960.760000 sec): 3 clusters
  Score: Raw -61031.330469 + Penalty 2021.045039 = -59010.285430
  nChanged 6
		SP:Iteration 4Q (95960.780000 sec): 3 clusters
  Score: Raw -61040.445692 + Penalty 2021.045039 = -59019.400653
  nChanged 5
		SP:Iteration 5Q (95960.790000 sec): 3 clusters
  Score: Raw -61048.110307 + Penalty 2021.045039 = -59027.065268
  nChanged 1
		SP:Iteration 6Q (95960.800000 sec): 3 clusters
  Score: Raw -61048.700514 + Penalty 2021.045039 = -59027.655475
  nChanged 1
		SP:Iteration 7Q (95960.820000 sec): 3 clusters
  Score: Raw -61049.258305 + Penalty 2021.045039 = -59028.213266
  nChanged 2
		SP:Iteration 8Q (95960.840000 sec): 3 clusters
  Score: Raw -61053.667019 + Penalty 2021.045039 = -59032.621980
  nChanged 3
		SP:Iteration 9Q (95960.850000 sec): 3 clusters
  Score: Raw -61061.518707 + Penalty 2021.045039 = -59040.473668
  nChanged 1
		SP:Iteration 10Q (95960.870000 sec): 3 clusters
  Score: Raw -61063.277763 + Penalty 2021.045039 = -59042.232725
  nChanged 1
		SP:Iteration 11Q (95960.880000 sec): 3 clusters
  Score: Raw -61063.977816 + Penalty 2021.045039 = -59042.932777
  nChanged 0
		SP:Iteration 12F (95960.900000 sec): 3 clusters
  Score: Raw -61063.977816 + Penalty 2021.045039 = -59042.932777
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 13 (553 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (95960.940000 sec): 2 clusters
  Score: Raw -67829.573166 + Penalty 1026.245675 = -66803.327491
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (95960.950000 sec): 3 clusters
  Score: Raw -67728.666272 + Penalty 2052.491350 = -65676.174922
  nChanged 119
		SP:Iteration 1F (95960.970000 sec): 3 clusters
  Score: Raw -67867.559296 + Penalty 2052.491350 = -65815.067946
  nChanged 34
		SP:Iteration 2F (95960.980000 sec): 3 clusters
  Score: Raw -67925.354540 + Penalty 2052.491350 = -65872.863189
  nChanged 15
		SP:Iteration 3Q (95961.000000 sec): 3 clusters
  Score: Raw -67944.646056 + Penalty 2052.491350 = -65892.154706
  nChanged 6
		SP:Iteration 4Q (95961.020000 sec): 3 clusters
  Score: Raw -67954.330606 + Penalty 2052.491350 = -65901.839255
  nChanged 5
		SP:Iteration 5Q (95961.030000 sec): 3 clusters
  Score: Raw -67959.322556 + Penalty 2052.491350 = -65906.831205
  nChanged 6
		SP:Iteration 6Q (95961.040000 sec): 3 clusters
  Score: Raw -67964.759965 + Penalty 2052.491350 = -65912.268614
  nChanged 2
		SP:Iteration 7Q (95961.060000 sec): 3 clusters
  Score: Raw -67966.956031 + Penalty 2052.491350 = -65914.464680
  nChanged 1
		SP:Iteration 8Q (95961.080000 sec): 3 clusters
  Score: Raw -67968.218621 + Penalty 2052.491350 = -65915.727271
  nChanged 1
		SP:Iteration 9Q (95961.090000 sec): 3 clusters
  Score: Raw -67968.675894 + Penalty 2052.491350 = -65916.184543
  nChanged 1
		SP:Iteration 10Q (95961.110000 sec): 3 clusters
  Score: Raw -67969.149682 + Penalty 2052.491350 = -65916.658331
  nChanged 0
		SP:Iteration 11F (95961.120000 sec): 3 clusters
  Score: Raw -67969.149682 + Penalty 2052.491350 = -65916.658331
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 14 (322 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (95961.150000 sec): 2 clusters
  Score: Raw -34931.345931 + Penalty 938.364626 = -33992.981305
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (95961.160000 sec): 3 clusters
  Score: Raw -35004.922983 + Penalty 1876.729252 = -33128.193730
  nChanged 63
		SP:Iteration 1F (95961.170000 sec): 3 clusters
  Score: Raw -35170.449641 + Penalty 1876.729252 = -33293.720389
  nChanged 18
		SP:Iteration 2F (95961.180000 sec): 3 clusters
  Score: Raw -35258.371929 + Penalty 1876.729252 = -33381.642677
  nChanged 22
		SP:Iteration 3F (95961.190000 sec): 3 clusters
  Score: Raw -35351.659364 + Penalty 1876.729252 = -33474.930112
  nChanged 13
		SP:Iteration 4Q (95961.200000 sec): 3 clusters
  Score: Raw -35399.176682 + Penalty 1876.729252 = -33522.447430
  nChanged 8
		SP:Iteration 5Q (95961.200000 sec): 3 clusters
  Score: Raw -35416.853744 + Penalty 1876.729252 = -33540.124492
  nChanged 2
		SP:Iteration 6Q (95961.210000 sec): 3 clusters
  Score: Raw -35438.043521 + Penalty 1876.729252 = -33561.314268
  nChanged 2
		SP:Iteration 7Q (95961.220000 sec): 3 clusters
  Score: Raw -35453.870844 + Penalty 1876.729252 = -33577.141591
  nChanged 1
		SP:Iteration 8Q (95961.230000 sec): 3 clusters
  Score: Raw -35454.469090 + Penalty 1876.729252 = -33577.739838
  nChanged 0
		SP:Iteration 9F (95961.240000 sec): 3 clusters
  Score: Raw -35454.469090 + Penalty 1876.729252 = -33577.739838
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 15 (5273 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (95961.350000 sec): 2 clusters
  Score: Raw -639701.370014 + Penalty 1392.682645 = -638308.687369
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (95961.500000 sec): 3 clusters
  Score: Raw -636919.182575 + Penalty 2785.365290 = -634133.817285
  nChanged 2135
		SP:Iteration 1F (95961.590000 sec): 3 clusters
  Score: Raw -638152.635179 + Penalty 2785.365290 = -635367.269888
  nChanged 386
		SP:Iteration 2F (95961.680000 sec): 3 clusters
  Score: Raw -638363.470147 + Penalty 2785.365290 = -635578.104857
  nChanged 301
		SP:Iteration 3F (95961.780000 sec): 3 clusters
  Score: Raw -638549.315292 + Penalty 2785.365290 = -635763.950001
  nChanged 272
		SP:Iteration 4F (95961.870000 sec): 3 clusters
  Score: Raw -638767.049139 + Penalty 2785.365290 = -635981.683849
  nChanged 306
		SP:Iteration 5F (95962.050000 sec): 3 clusters
  Score: Raw -639064.966370 + Penalty 2785.365290 = -636279.601080
  nChanged 333
		SP:Iteration 6F (95962.220000 sec): 3 clusters
  Score: Raw -639367.548779 + Penalty 2785.365290 = -636582.183489
  nChanged 295
		SP:Iteration 7F (95962.400000 sec): 3 clusters
  Score: Raw -639656.129093 + Penalty 2785.365290 = -636870.763802
  nChanged 288
		SP:Iteration 8F (95962.570000 sec): 3 clusters
  Score: Raw -639910.946031 + Penalty 2785.365290 = -637125.580741
  nChanged 224
		SP:Iteration 9Q (95962.740000 sec): 3 clusters
  Score: Raw -640065.087580 + Penalty 2785.365290 = -637279.722290
  nChanged 156
		SP:Iteration 10Q (95962.920000 sec): 3 clusters
  Score: Raw -640148.562073 + Penalty 2785.365290 = -637363.196783
  nChanged 112
		SP:Iteration 11Q (95963.210000 sec): 3 clusters
  Score: Raw -640199.482473 + Penalty 2785.365290 = -637414.117182
  nChanged 81
		SP:Iteration 12Q (95963.350000 sec): 3 clusters
  Score: Raw -640235.808516 + Penalty 2785.365290 = -637450.443226
  nChanged 86
		SP:Iteration 13Q (95963.530000 sec): 3 clusters
  Score: Raw -640275.926761 + Penalty 2785.365290 = -637490.561471
  nChanged 78
		SP:Iteration 14Q (95963.700000 sec): 3 clusters
  Score: Raw -640305.223307 + Penalty 2785.365290 = -637519.858017
  nChanged 60
		SP:Iteration 15Q (95963.880000 sec): 3 clusters
  Score: Raw -640327.146297 + Penalty 2785.365290 = -637541.781007
  nChanged 49
		SP:Iteration 16Q (95964.050000 sec): 3 clusters
  Score: Raw -640344.092414 + Penalty 2785.365290 = -637558.727123
  nChanged 40
		SP:Iteration 17Q (95964.220000 sec): 3 clusters
  Score: Raw -640357.411684 + Penalty 2785.365290 = -637572.046393
  nChanged 36
		SP:Iteration 18Q (95964.400000 sec): 3 clusters
  Score: Raw -640369.103446 + Penalty 2785.365290 = -637583.738156
  nChanged 36
		SP:Iteration 19Q (95964.570000 sec): 3 clusters
  Score: Raw -640378.606013 + Penalty 2785.365290 = -637593.240723
  nChanged 21
		SP:Iteration 20F (95964.740000 sec): 3 clusters
  Score: Raw -640383.800978 + Penalty 2785.365290 = -637598.435687
  nChanged 12
		SP:Iteration 21Q (95964.920000 sec): 3 clusters
  Score: Raw -640386.066112 + Penalty 2785.365290 = -637600.700822
  nChanged 13
		SP:Iteration 22Q (95965.090000 sec): 3 clusters
  Score: Raw -640388.918948 + Penalty 2785.365290 = -637603.553657
  nChanged 7
		SP:Iteration 23Q (95965.260000 sec): 3 clusters
  Score: Raw -640390.140760 + Penalty 2785.365290 = -637604.775470
  nChanged 7
		SP:Iteration 24Q (95965.440000 sec): 3 clusters
  Score: Raw -640391.330495 + Penalty 2785.365290 = -637605.965205
  nChanged 6
		SP:Iteration 25Q (95965.610000 sec): 3 clusters
  Score: Raw -640392.512331 + Penalty 2785.365290 = -637607.147041
  nChanged 6
		SP:Iteration 26Q (95965.790000 sec): 3 clusters
  Score: Raw -640393.426700 + Penalty 2785.365290 = -637608.061410
  nChanged 2
		SP:Iteration 27Q (95965.960000 sec): 3 clusters
  Score: Raw -640393.740631 + Penalty 2785.365290 = -637608.375340
  nChanged 2
		SP:Iteration 28Q (95966.130000 sec): 3 clusters
  Score: Raw -640394.104213 + Penalty 2785.365290 = -637608.738923
  nChanged 2
		SP:Iteration 29Q (95966.310000 sec): 3 clusters
  Score: Raw -640394.498360 + Penalty 2785.365290 = -637609.133070
  nChanged 1
		SP:Iteration 30Q (95966.480000 sec): 3 clusters
  Score: Raw -640394.610562 + Penalty 2785.365290 = -637609.245272
  nChanged 0
		SP:Iteration 31F (95966.660000 sec): 3 clusters
  Score: Raw -640394.610562 + Penalty 2785.365290 = -637609.245272
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 16 (348409 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (95968.430000 sec): 2 clusters
  Score: Raw -42740471.346127 + Penalty 2073.684008 = -42738397.662119
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (95971.260000 sec): 3 clusters
  Score: Raw -42506711.211765 + Penalty 4147.368016 = -42502563.843749
  nChanged 170676
		SP:Iteration 1F (95974.110000 sec): 3 clusters
  Score: Raw -42609612.785754 + Penalty 4147.368016 = -42605465.417739
  nChanged 12058
		SP:Iteration 2Q (95977.150000 sec): 3 clusters
  Score: Raw -42613346.425204 + Penalty 4147.368016 = -42609199.057188
  nChanged 16908
		SP:Iteration 3Q (95980.210000 sec): 3 clusters
  Score: Raw -42620934.230952 + Penalty 4147.368016 = -42616786.862937
  nChanged 24152
		SP:Iteration 4F (95983.000000 sec): 3 clusters
  Score: Raw -42636156.586302 + Penalty 4147.368016 = -42632009.218286
  nChanged 31457
		SP:Iteration 5F (95985.840000 sec): 3 clusters
  Score: Raw -42662176.416135 + Penalty 4147.368016 = -42658029.048120
  nChanged 33000
		SP:Iteration 6F (95988.590000 sec): 3 clusters
  Score: Raw -42694034.490843 + Penalty 4147.368016 = -42689887.122827
  nChanged 25415
		SP:Iteration 7F (95991.390000 sec): 3 clusters
  Score: Raw -42719669.793992 + Penalty 4147.368016 = -42715522.425977
  nChanged 13728
		SP:Iteration 8Q (95994.270000 sec): 3 clusters
  Score: Raw -42733038.712663 + Penalty 4147.368016 = -42728891.344648
  nChanged 5577
		SP:Iteration 9Q (95996.940000 sec): 3 clusters
  Score: Raw -42738221.947089 + Penalty 4147.368016 = -42734074.579074
  nChanged 1909
		SP:Iteration 10Q (95999.470000 sec): 3 clusters
  Score: Raw -42739902.431327 + Penalty 4147.368016 = -42735755.063311
  nChanged 613
		SP:Iteration 11Q (96002.000000 sec): 3 clusters
  Score: Raw -42740414.098163 + Penalty 4147.368016 = -42736266.730147
  nChanged 221
		SP:Iteration 12Q (96004.530000 sec): 3 clusters
  Score: Raw -42740607.827174 + Penalty 4147.368016 = -42736460.459158
  nChanged 116
		SP:Iteration 13Q (96006.990000 sec): 3 clusters
  Score: Raw -42740730.556889 + Penalty 4147.368016 = -42736583.188874
  nChanged 73
		SP:Iteration 14Q (96009.440000 sec): 3 clusters
  Score: Raw -42740811.701965 + Penalty 4147.368016 = -42736664.333949
  nChanged 46
		SP:Iteration 15Q (96011.870000 sec): 3 clusters
  Score: Raw -42740853.377023 + Penalty 4147.368016 = -42736706.009007
  nChanged 33
		SP:Iteration 16Q (96014.330000 sec): 3 clusters
  Score: Raw -42740883.263201 + Penalty 4147.368016 = -42736735.895186
  nChanged 21
		SP:Iteration 17Q (96016.810000 sec): 3 clusters
  Score: Raw -42740899.327489 + Penalty 4147.368016 = -42736751.959473
  nChanged 17
		SP:Iteration 18Q (96019.320000 sec): 3 clusters
  Score: Raw -42740913.712798 + Penalty 4147.368016 = -42736766.344783
  nChanged 20
		SP:Iteration 19Q (96021.760000 sec): 3 clusters
  Score: Raw -42740931.907076 + Penalty 4147.368016 = -42736784.539060
  nChanged 16
		SP:Iteration 20F (96024.490000 sec): 3 clusters
  Score: Raw -42740944.292336 + Penalty 4147.368016 = -42736796.924320
  nChanged 10
		SP:Iteration 21Q (96026.950000 sec): 3 clusters
  Score: Raw -42740953.247028 + Penalty 4147.368016 = -42736805.879012
  nChanged 10
		SP:Iteration 22Q (96029.470000 sec): 3 clusters
  Score: Raw -42740958.488161 + Penalty 4147.368016 = -42736811.120145
  nChanged 7
		SP:Iteration 23Q (96031.770000 sec): 3 clusters
  Score: Raw -42740963.094609 + Penalty 4147.368016 = -42736815.726594
  nChanged 9
		SP:Iteration 24Q (96034.100000 sec): 3 clusters
  Score: Raw -42740969.091012 + Penalty 4147.368016 = -42736821.722996
  nChanged 7
		SP:Iteration 25Q (96036.450000 sec): 3 clusters
  Score: Raw -42740973.363738 + Penalty 4147.368016 = -42736825.995722
  nChanged 4
		SP:Iteration 26Q (96038.790000 sec): 3 clusters
  Score: Raw -42740976.570542 + Penalty 4147.368016 = -42736829.202526
  nChanged 5
		SP:Iteration 27Q (96041.310000 sec): 3 clusters
  Score: Raw -42740980.522741 + Penalty 4147.368016 = -42736833.154725
  nChanged 5
		SP:Iteration 28Q (96043.730000 sec): 3 clusters
  Score: Raw -42740983.620390 + Penalty 4147.368016 = -42736836.252374
  nChanged 2
		SP:Iteration 29Q (96046.230000 sec): 3 clusters
  Score: Raw -42740985.531498 + Penalty 4147.368016 = -42736838.163482
  nChanged 3
		SP:Iteration 30Q (96048.680000 sec): 3 clusters
  Score: Raw -42740987.662771 + Penalty 4147.368016 = -42736840.294755
  nChanged 3
		SP:Iteration 31Q (96051.170000 sec): 3 clusters
  Score: Raw -42740990.000179 + Penalty 4147.368016 = -42736842.632163
  nChanged 4
		SP:Iteration 32Q (96053.650000 sec): 3 clusters
  Score: Raw -42740993.073391 + Penalty 4147.368016 = -42736845.705376
  nChanged 3
		SP:Iteration 33Q (96056.040000 sec): 3 clusters
  Score: Raw -42740994.614406 + Penalty 4147.368016 = -42736847.246391
  nChanged 2
		SP:Iteration 34Q (96058.490000 sec): 3 clusters
  Score: Raw -42740995.361630 + Penalty 4147.368016 = -42736847.993614
  nChanged 1
		SP:Iteration 35Q (96060.960000 sec): 3 clusters
  Score: Raw -42740996.536388 + Penalty 4147.368016 = -42736849.168373
  nChanged 1
		SP:Iteration 36Q (96063.370000 sec): 3 clusters
  Score: Raw -42740996.926009 + Penalty 4147.368016 = -42736849.557993
  nChanged 0
		SP:Iteration 37F (96066.110000 sec): 3 clusters
  Score: Raw -42740996.926009 + Penalty 4147.368016 = -42736849.557993
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 17 (22950 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (96066.370000 sec): 2 clusters
  Score: Raw -2857354.804016 + Penalty 1631.674398 = -2855723.129619
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (96066.670000 sec): 3 clusters
  Score: Raw -2843474.940107 + Penalty 3263.348795 = -2840211.591312
  nChanged 10453
		SP:Iteration 1F (96067.050000 sec): 3 clusters
  Score: Raw -2849170.640607 + Penalty 3263.348795 = -2845907.291812
  nChanged 1067
		SP:Iteration 2Q (96067.390000 sec): 3 clusters
  Score: Raw -2849491.475326 + Penalty 3263.348795 = -2846228.126531
  nChanged 938
		SP:Iteration 3Q (96067.770000 sec): 3 clusters
  Score: Raw -2849768.566809 + Penalty 3263.348795 = -2846505.218014
  nChanged 896
		SP:Iteration 4Q (96068.150000 sec): 3 clusters
  Score: Raw -2850045.265245 + Penalty 3263.348795 = -2846781.916450
  nChanged 879
		SP:Iteration 5Q (96068.530000 sec): 3 clusters
  Score: Raw -2850345.521774 + Penalty 3263.348795 = -2847082.172979
  nChanged 977
		SP:Iteration 6Q (96068.910000 sec): 3 clusters
  Score: Raw -2850720.454030 + Penalty 3263.348795 = -2847457.105235
  nChanged 1015
		SP:Iteration 7Q (96069.320000 sec): 3 clusters
  Score: Raw -2851191.453450 + Penalty 3263.348795 = -2847928.104654
  nChanged 1180
		SP:Iteration 8F (96069.650000 sec): 3 clusters
  Score: Raw -2851861.175575 + Penalty 3263.348795 = -2848597.826780
  nChanged 1434
		SP:Iteration 9F (96069.990000 sec): 3 clusters
  Score: Raw -2852861.057375 + Penalty 3263.348795 = -2849597.708580
  nChanged 1553
		SP:Iteration 10F (96070.290000 sec): 3 clusters
  Score: Raw -2854101.760592 + Penalty 3263.348795 = -2850838.411797
  nChanged 1465
		SP:Iteration 11F (96070.630000 sec): 3 clusters
  Score: Raw -2855344.585036 + Penalty 3263.348795 = -2852081.236241
  nChanged 1200
		SP:Iteration 12F (96070.930000 sec): 3 clusters
  Score: Raw -2856396.516852 + Penalty 3263.348795 = -2853133.168057
  nChanged 826
		SP:Iteration 13Q (96071.280000 sec): 3 clusters
  Score: Raw -2857093.112509 + Penalty 3263.348795 = -2853829.763714
  nChanged 506
		SP:Iteration 14Q (96071.620000 sec): 3 clusters
  Score: Raw -2857464.354903 + Penalty 3263.348795 = -2854201.006108
  nChanged 292
		SP:Iteration 15Q (96071.960000 sec): 3 clusters
  Score: Raw -2857643.869803 + Penalty 3263.348795 = -2854380.521007
  nChanged 202
		SP:Iteration 16Q (96072.350000 sec): 3 clusters
  Score: Raw -2857747.350929 + Penalty 3263.348795 = -2854484.002134
  nChanged 128
		SP:Iteration 17Q (96072.730000 sec): 3 clusters
  Score: Raw -2857795.727943 + Penalty 3263.348795 = -2854532.379148
  nChanged 82
		SP:Iteration 18Q (96073.120000 sec): 3 clusters
  Score: Raw -2857820.941291 + Penalty 3263.348795 = -2854557.592496
  nChanged 47
		SP:Iteration 19Q (96073.500000 sec): 3 clusters
  Score: Raw -2857835.202340 + Penalty 3263.348795 = -2854571.853545
  nChanged 40
		SP:Iteration 20F (96073.840000 sec): 3 clusters
  Score: Raw -2857850.595839 + Penalty 3263.348795 = -2854587.247044
  nChanged 38
		SP:Iteration 21Q (96074.180000 sec): 3 clusters
  Score: Raw -2857862.592229 + Penalty 3263.348795 = -2854599.243434
  nChanged 27
		SP:Iteration 22Q (96074.520000 sec): 3 clusters
  Score: Raw -2857872.148615 + Penalty 3263.348795 = -2854608.799820
  nChanged 33
		SP:Iteration 23Q (96074.910000 sec): 3 clusters
  Score: Raw -2857884.948581 + Penalty 3263.348795 = -2854621.599786
  nChanged 33
		SP:Iteration 24Q (96075.290000 sec): 3 clusters
  Score: Raw -2857895.744208 + Penalty 3263.348795 = -2854632.395413
  nChanged 26
		SP:Iteration 25Q (96075.670000 sec): 3 clusters
  Score: Raw -2857905.062682 + Penalty 3263.348795 = -2854641.713887
  nChanged 27
		SP:Iteration 26Q (96076.060000 sec): 3 clusters
  Score: Raw -2857913.862200 + Penalty 3263.348795 = -2854650.513405
  nChanged 16
		SP:Iteration 27Q (96076.400000 sec): 3 clusters
  Score: Raw -2857918.902536 + Penalty 3263.348795 = -2854655.553741
  nChanged 11
		SP:Iteration 28Q (96076.730000 sec): 3 clusters
  Score: Raw -2857922.434810 + Penalty 3263.348795 = -2854659.086015
  nChanged 12
		SP:Iteration 29Q (96077.070000 sec): 3 clusters
  Score: Raw -2857927.067270 + Penalty 3263.348795 = -2854663.718475
  nChanged 9
		SP:Iteration 30Q (96077.450000 sec): 3 clusters
  Score: Raw -2857930.708578 + Penalty 3263.348795 = -2854667.359783
  nChanged 8
		SP:Iteration 31Q (96077.830000 sec): 3 clusters
  Score: Raw -2857933.078369 + Penalty 3263.348795 = -2854669.729574
  nChanged 5
		SP:Iteration 32Q (96078.210000 sec): 3 clusters
  Score: Raw -2857934.031566 + Penalty 3263.348795 = -2854670.682771
  nChanged 2
		SP:Iteration 33Q (96078.590000 sec): 3 clusters
  Score: Raw -2857934.897103 + Penalty 3263.348795 = -2854671.548308
  nChanged 4
		SP:Iteration 34Q (96078.980000 sec): 3 clusters
  Score: Raw -2857935.518767 + Penalty 3263.348795 = -2854672.169972
  nChanged 1
		SP:Iteration 35Q (96079.360000 sec): 3 clusters
  Score: Raw -2857935.848217 + Penalty 3263.348795 = -2854672.499422
  nChanged 3
		SP:Iteration 36Q (96079.740000 sec): 3 clusters
  Score: Raw -2857936.877437 + Penalty 3263.348795 = -2854673.528642
  nChanged 4
		SP:Iteration 37Q (96080.130000 sec): 3 clusters
  Score: Raw -2857938.089647 + Penalty 3263.348795 = -2854674.740852
  nChanged 6
		SP:Iteration 38Q (96080.510000 sec): 3 clusters
  Score: Raw -2857939.182684 + Penalty 3263.348795 = -2854675.833889
  nChanged 1
		SP:Iteration 39Q (96080.900000 sec): 3 clusters
  Score: Raw -2857940.156424 + Penalty 3263.348795 = -2854676.807629
  nChanged 2
		SP:Iteration 40F (96081.240000 sec): 3 clusters
  Score: Raw -2857940.580300 + Penalty 3263.348795 = -2854677.231505
  nChanged 3
		SP:Iteration 41Q (96081.620000 sec): 3 clusters
  Score: Raw -2857940.850006 + Penalty 3263.348795 = -2854677.501211
  nChanged 2
		SP:Iteration 42Q (96081.960000 sec): 3 clusters
  Score: Raw -2857941.412291 + Penalty 3263.348795 = -2854678.063496
  nChanged 1
		SP:Iteration 43Q (96082.300000 sec): 3 clusters
  Score: Raw -2857941.601302 + Penalty 3263.348795 = -2854678.252507
  nChanged 0
		SP:Iteration 44F (96082.560000 sec): 3 clusters
  Score: Raw -2857941.601302 + Penalty 3263.348795 = -2854678.252507
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 18 (5400 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (96082.700000 sec): 2 clusters
  Score: Raw -652055.683067 + Penalty 1396.550063 = -650659.133004
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (96082.930000 sec): 3 clusters
  Score: Raw -649284.218609 + Penalty 2793.100126 = -646491.118484
  nChanged 2209
		SP:Iteration 1F (96083.120000 sec): 3 clusters
  Score: Raw -650481.789312 + Penalty 2793.100126 = -647688.689187
  nChanged 369
		SP:Iteration 2F (96083.290000 sec): 3 clusters
  Score: Raw -650677.214094 + Penalty 2793.100126 = -647884.113969
  nChanged 301
		SP:Iteration 3F (96083.460000 sec): 3 clusters
  Score: Raw -650841.546261 + Penalty 2793.100126 = -648048.446136
  nChanged 259
		SP:Iteration 4Q (96083.640000 sec): 3 clusters
  Score: Raw -650983.108500 + Penalty 2793.100126 = -648190.008375
  nChanged 221
		SP:Iteration 5Q (96083.810000 sec): 3 clusters
  Score: Raw -651099.393410 + Penalty 2793.100126 = -648306.293284
  nChanged 231
		SP:Iteration 6Q (96084.000000 sec): 3 clusters
  Score: Raw -651235.596150 + Penalty 2793.100126 = -648442.496025
  nChanged 227
		SP:Iteration 7Q (96084.100000 sec): 3 clusters
  Score: Raw -651389.105725 + Penalty 2793.100126 = -648596.005600
  nChanged 234
		SP:Iteration 8Q (96084.280000 sec): 3 clusters
  Score: Raw -651576.164484 + Penalty 2793.100126 = -648783.064358
  nChanged 272
		SP:Iteration 9F (96084.460000 sec): 3 clusters
  Score: Raw -651790.241990 + Penalty 2793.100126 = -648997.141865
  nChanged 251
		SP:Iteration 10Q (96084.630000 sec): 3 clusters
  Score: Raw -651995.805070 + Penalty 2793.100126 = -649202.704945
  nChanged 202
		SP:Iteration 11Q (96084.800000 sec): 3 clusters
  Score: Raw -652131.718200 + Penalty 2793.100126 = -649338.618075
  nChanged 181
		SP:Iteration 12Q (96084.980000 sec): 3 clusters
  Score: Raw -652246.707420 + Penalty 2793.100126 = -649453.607294
  nChanged 140
		SP:Iteration 13Q (96085.150000 sec): 3 clusters
  Score: Raw -652323.153979 + Penalty 2793.100126 = -649530.053853
  nChanged 111
		SP:Iteration 14Q (96085.320000 sec): 3 clusters
  Score: Raw -652372.838597 + Penalty 2793.100126 = -649579.738472
  nChanged 83
		SP:Iteration 15Q (96085.540000 sec): 3 clusters
  Score: Raw -652403.381920 + Penalty 2793.100126 = -649610.281795
  nChanged 53
		SP:Iteration 16Q (96085.710000 sec): 3 clusters
  Score: Raw -652420.308377 + Penalty 2793.100126 = -649627.208251
  nChanged 51
		SP:Iteration 17Q (96085.880000 sec): 3 clusters
  Score: Raw -652434.903564 + Penalty 2793.100126 = -649641.803438
  nChanged 37
		SP:Iteration 18Q (96086.060000 sec): 3 clusters
  Score: Raw -652444.266515 + Penalty 2793.100126 = -649651.166390
  nChanged 28
		SP:Iteration 19Q (96086.230000 sec): 3 clusters
  Score: Raw -652450.486996 + Penalty 2793.100126 = -649657.386871
  nChanged 21
		SP:Iteration 20F (96086.400000 sec): 3 clusters
  Score: Raw -652454.031892 + Penalty 2793.100126 = -649660.931767
  nChanged 13
		SP:Iteration 21Q (96086.570000 sec): 3 clusters
  Score: Raw -652456.477326 + Penalty 2793.100126 = -649663.377200
  nChanged 13
		SP:Iteration 22Q (96086.740000 sec): 3 clusters
  Score: Raw -652459.432842 + Penalty 2793.100126 = -649666.332716
  nChanged 14
		SP:Iteration 23Q (96086.920000 sec): 3 clusters
  Score: Raw -652462.183157 + Penalty 2793.100126 = -649669.083031
  nChanged 10
		SP:Iteration 24Q (96087.090000 sec): 3 clusters
  Score: Raw -652464.334038 + Penalty 2793.100126 = -649671.233913
  nChanged 10
		SP:Iteration 25Q (96087.260000 sec): 3 clusters
  Score: Raw -652466.262070 + Penalty 2793.100126 = -649673.161944
  nChanged 11
		SP:Iteration 26Q (96087.440000 sec): 3 clusters
  Score: Raw -652468.216215 + Penalty 2793.100126 = -649675.116089
  nChanged 8
		SP:Iteration 27Q (96087.610000 sec): 3 clusters
  Score: Raw -652469.331154 + Penalty 2793.100126 = -649676.231028
  nChanged 6
		SP:Iteration 28Q (96087.780000 sec): 3 clusters
  Score: Raw -652470.590090 + Penalty 2793.100126 = -649677.489964
  nChanged 8
		SP:Iteration 29Q (96087.950000 sec): 3 clusters
  Score: Raw -652471.917194 + Penalty 2793.100126 = -649678.817069
  nChanged 6
		SP:Iteration 30Q (96088.150000 sec): 3 clusters
  Score: Raw -652473.242468 + Penalty 2793.100126 = -649680.142343
  nChanged 11
		SP:Iteration 31Q (96088.240000 sec): 3 clusters
  Score: Raw -652476.394381 + Penalty 2793.100126 = -649683.294255
  nChanged 7
		SP:Iteration 32Q (96088.430000 sec): 3 clusters
  Score: Raw -652477.953390 + Penalty 2793.100126 = -649684.853265
  nChanged 10
		SP:Iteration 33Q (96088.600000 sec): 3 clusters
  Score: Raw -652479.610747 + Penalty 2793.100126 = -649686.510622
  nChanged 3
		SP:Iteration 34Q (96088.780000 sec): 3 clusters
  Score: Raw -652480.158194 + Penalty 2793.100126 = -649687.058068
  nChanged 4
		SP:Iteration 35Q (96088.950000 sec): 3 clusters
  Score: Raw -652480.947880 + Penalty 2793.100126 = -649687.847754
  nChanged 4
		SP:Iteration 36Q (96089.120000 sec): 3 clusters
  Score: Raw -652481.665443 + Penalty 2793.100126 = -649688.565317
  nChanged 2
		SP:Iteration 37Q (96089.300000 sec): 3 clusters
  Score: Raw -652481.908851 + Penalty 2793.100126 = -649688.808725
  nChanged 1
		SP:Iteration 38Q (96089.470000 sec): 3 clusters
  Score: Raw -652481.973369 + Penalty 2793.100126 = -649688.873243
  nChanged 0
		SP:Iteration 39F (96089.640000 sec): 3 clusters
  Score: Raw -652481.973369 + Penalty 2793.100126 = -649688.873243
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 19 (1105 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (96089.720000 sec): 2 clusters
  Score: Raw -131501.037769 + Penalty 1138.735100 = -130362.302669
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (96089.900000 sec): 3 clusters
  Score: Raw -131147.929845 + Penalty 2277.470200 = -128870.459645
  nChanged 350
		SP:Iteration 1F (96090.080000 sec): 3 clusters
  Score: Raw -131449.037365 + Penalty 2277.470200 = -129171.567166
  nChanged 79
		SP:Iteration 2F (96090.250000 sec): 3 clusters
  Score: Raw -131544.684377 + Penalty 2277.470200 = -129267.214178
  nChanged 53
		SP:Iteration 3Q (96090.430000 sec): 3 clusters
  Score: Raw -131625.939302 + Penalty 2277.470200 = -129348.469103
  nChanged 47
		SP:Iteration 4Q (96090.600000 sec): 3 clusters
  Score: Raw -131712.999555 + Penalty 2277.470200 = -129435.529355
  nChanged 40
		SP:Iteration 5Q (96090.780000 sec): 3 clusters
  Score: Raw -131767.275410 + Penalty 2277.470200 = -129489.805210
  nChanged 32
		SP:Iteration 6Q (96090.960000 sec): 3 clusters
  Score: Raw -131792.877211 + Penalty 2277.470200 = -129515.407011
  nChanged 17
		SP:Iteration 7Q (96091.130000 sec): 3 clusters
  Score: Raw -131821.787345 + Penalty 2277.470200 = -129544.317145
  nChanged 18
		SP:Iteration 8Q (96091.310000 sec): 3 clusters
  Score: Raw -131838.728769 + Penalty 2277.470200 = -129561.258570
  nChanged 10
		SP:Iteration 9Q (96091.480000 sec): 3 clusters
  Score: Raw -131848.616965 + Penalty 2277.470200 = -129571.146766
  nChanged 10
		SP:Iteration 10Q (96091.660000 sec): 3 clusters
  Score: Raw -131861.956856 + Penalty 2277.470200 = -129584.486656
  nChanged 8
		SP:Iteration 11Q (96091.840000 sec): 3 clusters
  Score: Raw -131869.023753 + Penalty 2277.470200 = -129591.553554
  nChanged 8
		SP:Iteration 12Q (96092.010000 sec): 3 clusters
  Score: Raw -131876.435216 + Penalty 2277.470200 = -129598.965016
  nChanged 3
		SP:Iteration 13Q (96092.190000 sec): 3 clusters
  Score: Raw -131878.372199 + Penalty 2277.470200 = -129600.901999
  nChanged 2
		SP:Iteration 14Q (96092.360000 sec): 3 clusters
  Score: Raw -131880.039154 + Penalty 2277.470200 = -129602.568954
  nChanged 1
		SP:Iteration 15Q (96092.540000 sec): 3 clusters
  Score: Raw -131880.478794 + Penalty 2277.470200 = -129603.008595
  nChanged 0
		SP:Iteration 16F (96092.710000 sec): 3 clusters
  Score: Raw -131880.478794 + Penalty 2277.470200 = -129603.008595
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 20 (31251 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (96092.980000 sec): 2 clusters
  Score: Raw -3690373.912579 + Penalty 1681.843581 = -3688692.068998
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (96093.380000 sec): 3 clusters
  Score: Raw -3670905.340439 + Penalty 3363.687163 = -3667541.653276
  nChanged 14528
		SP:Iteration 1F (96093.780000 sec): 3 clusters
  Score: Raw -3678791.392225 + Penalty 3363.687163 = -3675427.705062
  nChanged 1277
		SP:Iteration 2Q (96094.220000 sec): 3 clusters
  Score: Raw -3679143.022068 + Penalty 3363.687163 = -3675779.334906
  nChanged 1204
		SP:Iteration 3Q (96094.660000 sec): 3 clusters
  Score: Raw -3679484.862745 + Penalty 3363.687163 = -3676121.175582
  nChanged 1202
		SP:Iteration 4Q (96095.110000 sec): 3 clusters
  Score: Raw -3679846.999355 + Penalty 3363.687163 = -3676483.312192
  nChanged 1216
		SP:Iteration 5Q (96095.530000 sec): 3 clusters
  Score: Raw -3680223.447007 + Penalty 3363.687163 = -3676859.759844
  nChanged 1298
		SP:Iteration 6Q (96095.980000 sec): 3 clusters
  Score: Raw -3680713.173939 + Penalty 3363.687163 = -3677349.486776
  nChanged 1416
		SP:Iteration 7Q (96096.420000 sec): 3 clusters
  Score: Raw -3681342.602239 + Penalty 3363.687163 = -3677978.915076
  nChanged 1618
		SP:Iteration 8F (96096.870000 sec): 3 clusters
  Score: Raw -3682238.398966 + Penalty 3363.687163 = -3678874.711803
  nChanged 1862
		SP:Iteration 9F (96097.320000 sec): 3 clusters
  Score: Raw -3683470.489814 + Penalty 3363.687163 = -3680106.802651
  nChanged 2054
		SP:Iteration 10F (96097.760000 sec): 3 clusters
  Score: Raw -3685029.731350 + Penalty 3363.687163 = -3681666.044187
  nChanged 1949
		SP:Iteration 11F (96098.210000 sec): 3 clusters
  Score: Raw -3686648.083312 + Penalty 3363.687163 = -3683284.396150
  nChanged 1787
		SP:Iteration 12F (96098.660000 sec): 3 clusters
  Score: Raw -3688217.814742 + Penalty 3363.687163 = -3684854.127579
  nChanged 1301
		SP:Iteration 13Q (96099.110000 sec): 3 clusters
  Score: Raw -3689384.461499 + Penalty 3363.687163 = -3686020.774337
  nChanged 768
		SP:Iteration 14Q (96099.560000 sec): 3 clusters
  Score: Raw -3690035.821203 + Penalty 3363.687163 = -3686672.134041
  nChanged 349
		SP:Iteration 15Q (96099.970000 sec): 3 clusters
  Score: Raw -3690335.905660 + Penalty 3363.687163 = -3686972.218498
  nChanged 162
		SP:Iteration 16Q (96100.340000 sec): 3 clusters
  Score: Raw -3690482.025675 + Penalty 3363.687163 = -3687118.338512
  nChanged 87
		SP:Iteration 17Q (96100.740000 sec): 3 clusters
  Score: Raw -3690564.955248 + Penalty 3363.687163 = -3687201.268085
  nChanged 53
		SP:Iteration 18Q (96101.100000 sec): 3 clusters
  Score: Raw -3690611.186732 + Penalty 3363.687163 = -3687247.499570
  nChanged 25
		SP:Iteration 19Q (96101.510000 sec): 3 clusters
  Score: Raw -3690633.112407 + Penalty 3363.687163 = -3687269.425244
  nChanged 12
		SP:Iteration 20F (96101.920000 sec): 3 clusters
  Score: Raw -3690643.069646 + Penalty 3363.687163 = -3687279.382483
  nChanged 9
		SP:Iteration 21Q (96102.280000 sec): 3 clusters
  Score: Raw -3690653.592388 + Penalty 3363.687163 = -3687289.905225
  nChanged 9
		SP:Iteration 22Q (96102.640000 sec): 3 clusters
  Score: Raw -3690662.992160 + Penalty 3363.687163 = -3687299.304997
  nChanged 7
		SP:Iteration 23Q (96103.040000 sec): 3 clusters
  Score: Raw -3690667.625407 + Penalty 3363.687163 = -3687303.938245
  nChanged 5
		SP:Iteration 24Q (96103.400000 sec): 3 clusters
  Score: Raw -3690670.547096 + Penalty 3363.687163 = -3687306.859933
  nChanged 3
		SP:Iteration 25Q (96103.810000 sec): 3 clusters
  Score: Raw -3690673.091854 + Penalty 3363.687163 = -3687309.404692
  nChanged 4
		SP:Iteration 26Q (96104.140000 sec): 3 clusters
  Score: Raw -3690676.188978 + Penalty 3363.687163 = -3687312.501815
  nChanged 7
		SP:Iteration 27Q (96104.520000 sec): 3 clusters
  Score: Raw -3690682.189636 + Penalty 3363.687163 = -3687318.502473
  nChanged 2
		SP:Iteration 28Q (96104.840000 sec): 3 clusters
  Score: Raw -3690684.740651 + Penalty 3363.687163 = -3687321.053488
  nChanged 5
		SP:Iteration 29Q (96105.220000 sec): 3 clusters
  Score: Raw -3690690.335521 + Penalty 3363.687163 = -3687326.648358
  nChanged 3
		SP:Iteration 30Q (96105.550000 sec): 3 clusters
  Score: Raw -3690694.817511 + Penalty 3363.687163 = -3687331.130348
  nChanged 5
		SP:Iteration 31Q (96105.920000 sec): 3 clusters
  Score: Raw -3690700.028428 + Penalty 3363.687163 = -3687336.341265
  nChanged 5
		SP:Iteration 32Q (96106.260000 sec): 3 clusters
  Score: Raw -3690703.803830 + Penalty 3363.687163 = -3687340.116667
  nChanged 1
		SP:Iteration 33Q (96106.630000 sec): 3 clusters
  Score: Raw -3690704.321990 + Penalty 3363.687163 = -3687340.634828
  nChanged 1
		SP:Iteration 34Q (96106.960000 sec): 3 clusters
  Score: Raw -3690704.624286 + Penalty 3363.687163 = -3687340.937123
  nChanged 1
		SP:Iteration 35Q (96107.340000 sec): 3 clusters
  Score: Raw -3690706.266449 + Penalty 3363.687163 = -3687342.579286
  nChanged 1
		SP:Iteration 36Q (96107.670000 sec): 3 clusters
  Score: Raw -3690707.245921 + Penalty 3363.687163 = -3687343.558759
  nChanged 0
		SP:Iteration 37F (96108.080000 sec): 3 clusters
  Score: Raw -3690707.245921 + Penalty 3363.687163 = -3687343.558759
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 21 (8648 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (96108.230000 sec): 2 clusters
  Score: Raw -1059496.812687 + Penalty 1473.076046 = -1058023.736641
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (96108.440000 sec): 3 clusters
  Score: Raw -1054658.349474 + Penalty 2946.152092 = -1051712.197382
  nChanged 3665
		SP:Iteration 1F (96108.630000 sec): 3 clusters
  Score: Raw -1056638.823915 + Penalty 2946.152092 = -1053692.671823
  nChanged 541
		SP:Iteration 2F (96108.820000 sec): 3 clusters
  Score: Raw -1056880.701345 + Penalty 2946.152092 = -1053934.549253
  nChanged 459
		SP:Iteration 3F (96109.020000 sec): 3 clusters
  Score: Raw -1057093.818964 + Penalty 2946.152092 = -1054147.666873
  nChanged 395
		SP:Iteration 4Q (96109.210000 sec): 3 clusters
  Score: Raw -1057275.911516 + Penalty 2946.152092 = -1054329.759424
  nChanged 357
		SP:Iteration 5Q (96109.400000 sec): 3 clusters
  Score: Raw -1057487.641840 + Penalty 2946.152092 = -1054541.489748
  nChanged 371
		SP:Iteration 6Q (96109.600000 sec): 3 clusters
  Score: Raw -1057715.440884 + Penalty 2946.152092 = -1054769.288793
  nChanged 362
		SP:Iteration 7Q (96109.790000 sec): 3 clusters
  Score: Raw -1057948.348787 + Penalty 2946.152092 = -1055002.196695
  nChanged 340
		SP:Iteration 8Q (96110.020000 sec): 3 clusters
  Score: Raw -1058189.879288 + Penalty 2946.152092 = -1055243.727197
  nChanged 327
		SP:Iteration 9Q (96110.220000 sec): 3 clusters
  Score: Raw -1058424.629003 + Penalty 2946.152092 = -1055478.476911
  nChanged 312
		SP:Iteration 10Q (96110.410000 sec): 3 clusters
  Score: Raw -1058663.647253 + Penalty 2946.152092 = -1055717.495162
  nChanged 293
		SP:Iteration 11Q (96110.610000 sec): 3 clusters
  Score: Raw -1058890.054662 + Penalty 2946.152092 = -1055943.902570
  nChanged 259
		SP:Iteration 12Q (96110.800000 sec): 3 clusters
  Score: Raw -1059075.259763 + Penalty 2946.152092 = -1056129.107671
  nChanged 206
		SP:Iteration 13Q (96110.990000 sec): 3 clusters
  Score: Raw -1059227.555328 + Penalty 2946.152092 = -1056281.403236
  nChanged 180
		SP:Iteration 14Q (96111.190000 sec): 3 clusters
  Score: Raw -1059362.701295 + Penalty 2946.152092 = -1056416.549203
  nChanged 123
		SP:Iteration 15Q (96111.370000 sec): 3 clusters
  Score: Raw -1059454.989286 + Penalty 2946.152092 = -1056508.837194
  nChanged 86
		SP:Iteration 16Q (96111.490000 sec): 3 clusters
  Score: Raw -1059521.105082 + Penalty 2946.152092 = -1056574.952990
  nChanged 58
		SP:Iteration 17Q (96111.600000 sec): 3 clusters
  Score: Raw -1059563.723816 + Penalty 2946.152092 = -1056617.571724
  nChanged 37
		SP:Iteration 18Q (96111.790000 sec): 3 clusters
  Score: Raw -1059588.242177 + Penalty 2946.152092 = -1056642.090086
  nChanged 21
		SP:Iteration 19Q (96112.000000 sec): 3 clusters
  Score: Raw -1059602.484437 + Penalty 2946.152092 = -1056656.332345
  nChanged 15
		SP:Iteration 20F (96112.200000 sec): 3 clusters
  Score: Raw -1059610.676215 + Penalty 2946.152092 = -1056664.524123
  nChanged 14
		SP:Iteration 21Q (96112.400000 sec): 3 clusters
  Score: Raw -1059621.126261 + Penalty 2946.152092 = -1056674.974169
  nChanged 14
		SP:Iteration 22Q (96112.590000 sec): 3 clusters
  Score: Raw -1059638.299142 + Penalty 2946.152092 = -1056692.147050
  nChanged 18
		SP:Iteration 23Q (96112.780000 sec): 3 clusters
  Score: Raw -1059653.581644 + Penalty 2946.152092 = -1056707.429552
  nChanged 18
		SP:Iteration 24Q (96113.020000 sec): 3 clusters
  Score: Raw -1059667.651234 + Penalty 2946.152092 = -1056721.499142
  nChanged 13
		SP:Iteration 25Q (96113.210000 sec): 3 clusters
  Score: Raw -1059676.668244 + Penalty 2946.152092 = -1056730.516152
  nChanged 9
		SP:Iteration 26Q (96113.410000 sec): 3 clusters
  Score: Raw -1059684.331355 + Penalty 2946.152092 = -1056738.179263
  nChanged 7
		SP:Iteration 27Q (96113.590000 sec): 3 clusters
  Score: Raw -1059688.941292 + Penalty 2946.152092 = -1056742.789200
  nChanged 4
		SP:Iteration 28Q (96113.790000 sec): 3 clusters
  Score: Raw -1059691.461778 + Penalty 2946.152092 = -1056745.309686
  nChanged 3
		SP:Iteration 29Q (96113.990000 sec): 3 clusters
  Score: Raw -1059692.946819 + Penalty 2946.152092 = -1056746.794727
  nChanged 3
		SP:Iteration 30Q (96114.180000 sec): 3 clusters
  Score: Raw -1059695.235467 + Penalty 2946.152092 = -1056749.083376
  nChanged 2
		SP:Iteration 31Q (96114.380000 sec): 3 clusters
  Score: Raw -1059696.112314 + Penalty 2946.152092 = -1056749.960222
  nChanged 1
		SP:Iteration 32Q (96114.570000 sec): 3 clusters
  Score: Raw -1059696.476914 + Penalty 2946.152092 = -1056750.324822
  nChanged 0
		SP:Iteration 33F (96114.770000 sec): 3 clusters
  Score: Raw -1059696.476914 + Penalty 2946.152092 = -1056750.324822
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 22 (233 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (96114.870000 sec): 2 clusters
  Score: Raw -12311.378622 + Penalty 885.793749 = -11425.584873
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (96115.020000 sec): 3 clusters
  Score: Raw -12432.416534 + Penalty 1771.587497 = -10660.829037
  nChanged 50
		SP:Iteration 1F (96115.200000 sec): 3 clusters
  Score: Raw -12641.025935 + Penalty 1771.587497 = -10869.438438
  nChanged 15
		SP:Iteration 2F (96115.380000 sec): 3 clusters
  Score: Raw -12747.112216 + Penalty 1771.587497 = -10975.524719
  nChanged 6
		SP:Iteration 3Q (96115.550000 sec): 3 clusters
  Score: Raw -12773.461489 + Penalty 1771.587497 = -11001.873992
  nChanged 4
		SP:Iteration 4Q (96115.730000 sec): 3 clusters
  Score: Raw -12805.086511 + Penalty 1771.587497 = -11033.499013
  nChanged 2
		SP:Iteration 5Q (96115.900000 sec): 3 clusters
  Score: Raw -12821.013222 + Penalty 1771.587497 = -11049.425725
  nChanged 1
		SP:Iteration 6Q (96116.080000 sec): 3 clusters
  Score: Raw -12827.169404 + Penalty 1771.587497 = -11055.581906
  nChanged 3
		SP:Iteration 7Q (96116.260000 sec): 3 clusters
  Score: Raw -12844.485036 + Penalty 1771.587497 = -11072.897539
  nChanged 5
		SP:Iteration 8Q (96116.430000 sec): 3 clusters
  Score: Raw -12860.717276 + Penalty 1771.587497 = -11089.129779
  nChanged 1
		SP:Iteration 9Q (96116.610000 sec): 3 clusters
  Score: Raw -12861.754914 + Penalty 1771.587497 = -11090.167417
  nChanged 0
		SP:Iteration 10F (96116.780000 sec): 3 clusters
  Score: Raw -12861.754914 + Penalty 1771.587497 = -11090.167417
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 23 (503 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (96116.870000 sec): 2 clusters
  Score: Raw -54826.634621 + Penalty 1010.845903 = -53815.788718
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (96117.050000 sec): 3 clusters
  Score: Raw -54791.439936 + Penalty 2021.691805 = -52769.748131
  nChanged 115
		SP:Iteration 1F (96117.270000 sec): 3 clusters
  Score: Raw -54983.095392 + Penalty 2021.691805 = -52961.403587
  nChanged 32
		SP:Iteration 2F (96117.440000 sec): 3 clusters
  Score: Raw -55039.568755 + Penalty 2021.691805 = -53017.876950
  nChanged 18
		SP:Iteration 3Q (96117.620000 sec): 3 clusters
  Score: Raw -55094.591493 + Penalty 2021.691805 = -53072.899687
  nChanged 15
		SP:Iteration 4Q (96117.800000 sec): 3 clusters
  Score: Raw -55137.865969 + Penalty 2021.691805 = -53116.174163
  nChanged 13
		SP:Iteration 5Q (96117.970000 sec): 3 clusters
  Score: Raw -55174.738837 + Penalty 2021.691805 = -53153.047032
  nChanged 12
		SP:Iteration 6Q (96118.140000 sec): 3 clusters
  Score: Raw -55199.461954 + Penalty 2021.691805 = -53177.770148
  nChanged 8
		SP:Iteration 7Q (96118.320000 sec): 3 clusters
  Score: Raw -55229.234930 + Penalty 2021.691805 = -53207.543125
  nChanged 12
		SP:Iteration 8Q (96118.500000 sec): 3 clusters
  Score: Raw -55263.796904 + Penalty 2021.691805 = -53242.105098
  nChanged 10
		SP:Iteration 9Q (96118.670000 sec): 3 clusters
  Score: Raw -55290.254702 + Penalty 2021.691805 = -53268.562896
  nChanged 7
		SP:Iteration 10Q (96118.850000 sec): 3 clusters
  Score: Raw -55304.227647 + Penalty 2021.691805 = -53282.535842
  nChanged 4
		SP:Iteration 11Q (96118.980000 sec): 3 clusters
  Score: Raw -55320.025965 + Penalty 2021.691805 = -53298.334159
  nChanged 4
		SP:Iteration 12Q (96119.160000 sec): 3 clusters
  Score: Raw -55336.237532 + Penalty 2021.691805 = -53314.545726
  nChanged 5
		SP:Iteration 13Q (96119.330000 sec): 3 clusters
  Score: Raw -55345.788769 + Penalty 2021.691805 = -53324.096963
  nChanged 4
		SP:Iteration 14Q (96119.510000 sec): 3 clusters
  Score: Raw -55357.160621 + Penalty 2021.691805 = -53335.468816
  nChanged 5
		SP:Iteration 15Q (96119.680000 sec): 3 clusters
  Score: Raw -55369.601307 + Penalty 2021.691805 = -53347.909501
  nChanged 9
		SP:Iteration 16Q (96119.860000 sec): 3 clusters
  Score: Raw -55392.200428 + Penalty 2021.691805 = -53370.508623
  nChanged 7
		SP:Iteration 17Q (96120.040000 sec): 3 clusters
  Score: Raw -55425.259488 + Penalty 2021.691805 = -53403.567683
  nChanged 2
		SP:Iteration 18Q (96120.210000 sec): 3 clusters
  Score: Raw -55432.738197 + Penalty 2021.691805 = -53411.046392
  nChanged 0
		SP:Iteration 19F (96120.390000 sec): 3 clusters
  Score: Raw -55432.738197 + Penalty 2021.691805 = -53411.046392
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 24 (549 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (96120.480000 sec): 2 clusters
  Score: Raw -63957.103369 + Penalty 1025.065997 = -62932.037372
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (96120.650000 sec): 3 clusters
  Score: Raw -63862.783300 + Penalty 2050.131993 = -61812.651306
  nChanged 124
		SP:Iteration 1F (96120.830000 sec): 3 clusters
  Score: Raw -64053.057811 + Penalty 2050.131993 = -62002.925817
  nChanged 42
		SP:Iteration 2F (96121.000000 sec): 3 clusters
  Score: Raw -64144.757766 + Penalty 2050.131993 = -62094.625773
  nChanged 26
		SP:Iteration 3Q (96121.180000 sec): 3 clusters
  Score: Raw -64186.062258 + Penalty 2050.131993 = -62135.930264
  nChanged 18
		SP:Iteration 4Q (96121.360000 sec): 3 clusters
  Score: Raw -64242.030503 + Penalty 2050.131993 = -62191.898510
  nChanged 23
		SP:Iteration 5Q (96121.530000 sec): 3 clusters
  Score: Raw -64310.140370 + Penalty 2050.131993 = -62260.008376
  nChanged 22
		SP:Iteration 6Q (96121.710000 sec): 3 clusters
  Score: Raw -64344.766085 + Penalty 2050.131993 = -62294.634092
  nChanged 15
		SP:Iteration 7Q (96121.880000 sec): 3 clusters
  Score: Raw -64367.330034 + Penalty 2050.131993 = -62317.198040
  nChanged 6
		SP:Iteration 8Q (96122.060000 sec): 3 clusters
  Score: Raw -64376.945714 + Penalty 2050.131993 = -62326.813720
  nChanged 5
		SP:Iteration 9Q (96122.230000 sec): 3 clusters
  Score: Raw -64385.009934 + Penalty 2050.131993 = -62334.877941
  nChanged 5
		SP:Iteration 10Q (96122.410000 sec): 3 clusters
  Score: Raw -64395.426341 + Penalty 2050.131993 = -62345.294347
  nChanged 3
		SP:Iteration 11Q (96122.580000 sec): 3 clusters
  Score: Raw -64399.741508 + Penalty 2050.131993 = -62349.609515
  nChanged 2
		SP:Iteration 12Q (96122.760000 sec): 3 clusters
  Score: Raw -64403.157653 + Penalty 2050.131993 = -62353.025660
  nChanged 0
		SP:Iteration 13F (96122.940000 sec): 3 clusters
  Score: Raw -64403.157653 + Penalty 2050.131993 = -62353.025660
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 25 (5114 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (96123.060000 sec): 2 clusters
  Score: Raw -630960.407581 + Penalty 1387.707288 = -629572.700294
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (96123.230000 sec): 3 clusters
  Score: Raw -628184.113132 + Penalty 2775.414576 = -625408.698556
  nChanged 2161
		SP:Iteration 1F (96123.410000 sec): 3 clusters
  Score: Raw -629387.864400 + Penalty 2775.414576 = -626612.449825
  nChanged 399
		SP:Iteration 2F (96123.580000 sec): 3 clusters
  Score: Raw -629640.634499 + Penalty 2775.414576 = -626865.219923
  nChanged 341
		SP:Iteration 3F (96123.760000 sec): 3 clusters
  Score: Raw -629878.938525 + Penalty 2775.414576 = -627103.523950
  nChanged 322
		SP:Iteration 4F (96123.930000 sec): 3 clusters
  Score: Raw -630095.609194 + Penalty 2775.414576 = -627320.194618
  nChanged 278
		SP:Iteration 5F (96124.100000 sec): 3 clusters
  Score: Raw -630267.351348 + Penalty 2775.414576 = -627491.936772
  nChanged 225
		SP:Iteration 6Q (96124.280000 sec): 3 clusters
  Score: Raw -630400.052064 + Penalty 2775.414576 = -627624.637488
  nChanged 181
		SP:Iteration 7Q (96124.460000 sec): 3 clusters
  Score: Raw -630512.871009 + Penalty 2775.414576 = -627737.456433
  nChanged 158
		SP:Iteration 8Q (96124.630000 sec): 3 clusters
  Score: Raw -630611.395177 + Penalty 2775.414576 = -627835.980602
  nChanged 156
		SP:Iteration 9Q (96124.800000 sec): 3 clusters
  Score: Raw -630705.166664 + Penalty 2775.414576 = -627929.752089
  nChanged 140
		SP:Iteration 10Q (96124.980000 sec): 3 clusters
  Score: Raw -630805.018902 + Penalty 2775.414576 = -628029.604326
  nChanged 129
		SP:Iteration 11Q (96125.150000 sec): 3 clusters
  Score: Raw -630915.024538 + Penalty 2775.414576 = -628139.609963
  nChanged 118
		SP:Iteration 12Q (96125.330000 sec): 3 clusters
  Score: Raw -631022.777154 + Penalty 2775.414576 = -628247.362578
  nChanged 116
		SP:Iteration 13Q (96125.500000 sec): 3 clusters
  Score: Raw -631117.207660 + Penalty 2775.414576 = -628341.793084
  nChanged 95
		SP:Iteration 14Q (96125.680000 sec): 3 clusters
  Score: Raw -631192.773050 + Penalty 2775.414576 = -628417.358475
  nChanged 89
		SP:Iteration 15Q (96125.850000 sec): 3 clusters
  Score: Raw -631251.785540 + Penalty 2775.414576 = -628476.370965
  nChanged 49
		SP:Iteration 16Q (96126.020000 sec): 3 clusters
  Score: Raw -631278.550169 + Penalty 2775.414576 = -628503.135593
  nChanged 38
		SP:Iteration 17Q (96126.200000 sec): 3 clusters
  Score: Raw -631299.082420 + Penalty 2775.414576 = -628523.667844
  nChanged 29
		SP:Iteration 18Q (96126.370000 sec): 3 clusters
  Score: Raw -631311.967105 + Penalty 2775.414576 = -628536.552529
  nChanged 26
		SP:Iteration 19Q (96126.540000 sec): 3 clusters
  Score: Raw -631321.106555 + Penalty 2775.414576 = -628545.691980
  nChanged 16
		SP:Iteration 20F (96126.720000 sec): 3 clusters
  Score: Raw -631325.677037 + Penalty 2775.414576 = -628550.262461
  nChanged 12
		SP:Iteration 21Q (96126.890000 sec): 3 clusters
  Score: Raw -631330.147356 + Penalty 2775.414576 = -628554.732780
  nChanged 10
		SP:Iteration 22Q (96127.070000 sec): 3 clusters
  Score: Raw -631333.840662 + Penalty 2775.414576 = -628558.426086
  nChanged 7
		SP:Iteration 23Q (96127.240000 sec): 3 clusters
  Score: Raw -631335.286667 + Penalty 2775.414576 = -628559.872091
  nChanged 4
		SP:Iteration 24Q (96127.420000 sec): 3 clusters
  Score: Raw -631336.041230 + Penalty 2775.414576 = -628560.626654
  nChanged 5
		SP:Iteration 25Q (96127.590000 sec): 3 clusters
  Score: Raw -631339.139845 + Penalty 2775.414576 = -628563.725269
  nChanged 6
		SP:Iteration 26Q (96127.770000 sec): 3 clusters
  Score: Raw -631340.522592 + Penalty 2775.414576 = -628565.108016
  nChanged 4
		SP:Iteration 27Q (96127.940000 sec): 3 clusters
  Score: Raw -631341.999561 + Penalty 2775.414576 = -628566.584985
  nChanged 4
		SP:Iteration 28Q (96128.120000 sec): 3 clusters
  Score: Raw -631343.802389 + Penalty 2775.414576 = -628568.387814
  nChanged 5
		SP:Iteration 29Q (96128.290000 sec): 3 clusters
  Score: Raw -631346.399736 + Penalty 2775.414576 = -628570.985160
  nChanged 11
		SP:Iteration 30Q (96128.460000 sec): 3 clusters
  Score: Raw -631350.004518 + Penalty 2775.414576 = -628574.589943
  nChanged 8
		SP:Iteration 31Q (96128.640000 sec): 3 clusters
  Score: Raw -631352.331397 + Penalty 2775.414576 = -628576.916822
  nChanged 5
		SP:Iteration 32Q (96128.810000 sec): 3 clusters
  Score: Raw -631354.360989 + Penalty 2775.414576 = -628578.946414
  nChanged 7
		SP:Iteration 33Q (96128.990000 sec): 3 clusters
  Score: Raw -631356.395049 + Penalty 2775.414576 = -628580.980474
  nChanged 3
		SP:Iteration 34Q (96129.160000 sec): 3 clusters
  Score: Raw -631357.544169 + Penalty 2775.414576 = -628582.129594
  nChanged 2
		SP:Iteration 35Q (96129.340000 sec): 3 clusters
  Score: Raw -631358.452515 + Penalty 2775.414576 = -628583.037939
  nChanged 1
		SP:Iteration 36Q (96129.510000 sec): 3 clusters
  Score: Raw -631358.873844 + Penalty 2775.414576 = -628583.459268
  nChanged 0
		SP:Iteration 37F (96129.680000 sec): 3 clusters
  Score: Raw -631358.873844 + Penalty 2775.414576 = -628583.459268
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 26 (4316 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (96129.780000 sec): 2 clusters
  Score: Raw -487758.379624 + Penalty 1360.138703 = -486398.240921
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (96129.950000 sec): 3 clusters
  Score: Raw -485567.204000 + Penalty 2720.277406 = -482846.926594
  nChanged 1774
		SP:Iteration 1F (96130.130000 sec): 3 clusters
  Score: Raw -486594.455832 + Penalty 2720.277406 = -483874.178426
  nChanged 346
		SP:Iteration 2F (96130.300000 sec): 3 clusters
  Score: Raw -486812.550568 + Penalty 2720.277406 = -484092.273162
  nChanged 260
		SP:Iteration 3F (96130.480000 sec): 3 clusters
  Score: Raw -486983.920009 + Penalty 2720.277406 = -484263.642603
  nChanged 210
		SP:Iteration 4Q (96130.660000 sec): 3 clusters
  Score: Raw -487109.881358 + Penalty 2720.277406 = -484389.603952
  nChanged 184
		SP:Iteration 5Q (96130.830000 sec): 3 clusters
  Score: Raw -487237.601073 + Penalty 2720.277406 = -484517.323667
  nChanged 180
		SP:Iteration 6Q (96131.010000 sec): 3 clusters
  Score: Raw -487366.072567 + Penalty 2720.277406 = -484645.795161
  nChanged 159
		SP:Iteration 7Q (96131.180000 sec): 3 clusters
  Score: Raw -487482.202449 + Penalty 2720.277406 = -484761.925043
  nChanged 143
		SP:Iteration 8Q (96131.360000 sec): 3 clusters
  Score: Raw -487582.374039 + Penalty 2720.277406 = -484862.096633
  nChanged 145
		SP:Iteration 9Q (96131.540000 sec): 3 clusters
  Score: Raw -487685.115324 + Penalty 2720.277406 = -484964.837918
  nChanged 130
		SP:Iteration 10Q (96131.710000 sec): 3 clusters
  Score: Raw -487777.747858 + Penalty 2720.277406 = -485057.470452
  nChanged 106
		SP:Iteration 11Q (96131.890000 sec): 3 clusters
  Score: Raw -487853.271487 + Penalty 2720.277406 = -485132.994081
  nChanged 78
		SP:Iteration 12Q (96132.060000 sec): 3 clusters
  Score: Raw -487911.236311 + Penalty 2720.277406 = -485190.958905
  nChanged 82
		SP:Iteration 13Q (96132.240000 sec): 3 clusters
  Score: Raw -487956.484433 + Penalty 2720.277406 = -485236.207027
  nChanged 88
		SP:Iteration 14Q (96132.420000 sec): 3 clusters
  Score: Raw -488003.938262 + Penalty 2720.277406 = -485283.660856
  nChanged 89
		SP:Iteration 15Q (96132.590000 sec): 3 clusters
  Score: Raw -488059.206714 + Penalty 2720.277406 = -485338.929308
  nChanged 77
		SP:Iteration 16Q (96132.770000 sec): 3 clusters
  Score: Raw -488098.628335 + Penalty 2720.277406 = -485378.350929
  nChanged 65
		SP:Iteration 17Q (96132.940000 sec): 3 clusters
  Score: Raw -488130.854180 + Penalty 2720.277406 = -485410.576774
  nChanged 53
		SP:Iteration 18Q (96133.120000 sec): 3 clusters
  Score: Raw -488152.180039 + Penalty 2720.277406 = -485431.902633
  nChanged 41
		SP:Iteration 19Q (96133.300000 sec): 3 clusters
  Score: Raw -488168.419485 + Penalty 2720.277406 = -485448.142078
  nChanged 35
		SP:Iteration 20F (96133.470000 sec): 3 clusters
  Score: Raw -488181.117372 + Penalty 2720.277406 = -485460.839966
  nChanged 41
		SP:Iteration 21Q (96133.650000 sec): 3 clusters
  Score: Raw -488202.112889 + Penalty 2720.277406 = -485481.835483
  nChanged 37
		SP:Iteration 22Q (96133.820000 sec): 3 clusters
  Score: Raw -488216.051007 + Penalty 2720.277406 = -485495.773601
  nChanged 36
		SP:Iteration 23Q (96134.050000 sec): 3 clusters
  Score: Raw -488228.476093 + Penalty 2720.277406 = -485508.198687
  nChanged 45
		SP:Iteration 24Q (96134.200000 sec): 3 clusters
  Score: Raw -488244.993363 + Penalty 2720.277406 = -485524.715957
  nChanged 37
		SP:Iteration 25Q (96134.370000 sec): 3 clusters
  Score: Raw -488258.813677 + Penalty 2720.277406 = -485538.536271
  nChanged 45
		SP:Iteration 26Q (96134.550000 sec): 3 clusters
  Score: Raw -488275.643788 + Penalty 2720.277406 = -485555.366381
  nChanged 53
		SP:Iteration 27Q (96134.720000 sec): 3 clusters
  Score: Raw -488297.386625 + Penalty 2720.277406 = -485577.109219
  nChanged 50
		SP:Iteration 28Q (96134.900000 sec): 3 clusters
  Score: Raw -488323.398884 + Penalty 2720.277406 = -485603.121478
  nChanged 58
		SP:Iteration 29Q (96135.070000 sec): 3 clusters
  Score: Raw -488357.156888 + Penalty 2720.277406 = -485636.879482
  nChanged 63
		SP:Iteration 30Q (96135.250000 sec): 3 clusters
  Score: Raw -488389.967705 + Penalty 2720.277406 = -485669.690299
  nChanged 71
		SP:Iteration 31Q (96135.430000 sec): 3 clusters
  Score: Raw -488427.334201 + Penalty 2720.277406 = -485707.056795
  nChanged 65
		SP:Iteration 32Q (96135.600000 sec): 3 clusters
  Score: Raw -488459.824790 + Penalty 2720.277406 = -485739.547384
  nChanged 63
		SP:Iteration 33Q (96135.780000 sec): 3 clusters
  Score: Raw -488491.009005 + Penalty 2720.277406 = -485770.731599
  nChanged 61
		SP:Iteration 34Q (96135.950000 sec): 3 clusters
  Score: Raw -488529.364642 + Penalty 2720.277406 = -485809.087236
  nChanged 74
		SP:Iteration 35Q (96136.130000 sec): 3 clusters
  Score: Raw -488572.372974 + Penalty 2720.277406 = -485852.095568
  nChanged 66
		SP:Iteration 36Q (96136.310000 sec): 3 clusters
  Score: Raw -488611.831182 + Penalty 2720.277406 = -485891.553776
  nChanged 70
		SP:Iteration 37Q (96136.480000 sec): 3 clusters
  Score: Raw -488661.250490 + Penalty 2720.277406 = -485940.973084
  nChanged 66
		SP:Iteration 38Q (96136.660000 sec): 3 clusters
  Score: Raw -488712.996905 + Penalty 2720.277406 = -485992.719499
  nChanged 74
		SP:Iteration 39Q (96136.830000 sec): 3 clusters
  Score: Raw -488761.849927 + Penalty 2720.277406 = -486041.572521
  nChanged 53
		SP:Iteration 40F (96137.010000 sec): 3 clusters
  Score: Raw -488801.561206 + Penalty 2720.277406 = -486081.283800
  nChanged 42
		SP:Iteration 41Q (96137.190000 sec): 3 clusters
  Score: Raw -488833.319980 + Penalty 2720.277406 = -486113.042574
  nChanged 47
		SP:Iteration 42Q (96137.360000 sec): 3 clusters
  Score: Raw -488850.987428 + Penalty 2720.277406 = -486130.710022
  nChanged 34
		SP:Iteration 43Q (96137.540000 sec): 3 clusters
  Score: Raw -488866.843230 + Penalty 2720.277406 = -486146.565824
  nChanged 26
		SP:Iteration 44Q (96137.710000 sec): 3 clusters
  Score: Raw -488879.998293 + Penalty 2720.277406 = -486159.720887
  nChanged 27
		SP:Iteration 45Q (96137.890000 sec): 3 clusters
  Score: Raw -488888.960410 + Penalty 2720.277406 = -486168.683004
  nChanged 12
		SP:Iteration 46Q (96138.070000 sec): 3 clusters
  Score: Raw -488891.680486 + Penalty 2720.277406 = -486171.403080
  nChanged 7
		SP:Iteration 47Q (96138.290000 sec): 3 clusters
  Score: Raw -488893.969370 + Penalty 2720.277406 = -486173.691964
  nChanged 4
		SP:Iteration 48Q (96138.440000 sec): 3 clusters
  Score: Raw -488895.458862 + Penalty 2720.277406 = -486175.181456
  nChanged 6
		SP:Iteration 49Q (96138.670000 sec): 3 clusters
  Score: Raw -488897.284696 + Penalty 2720.277406 = -486177.007290
  nChanged 8
		SP:Iteration 50Q (96138.810000 sec): 3 clusters
  Score: Raw -488898.893668 + Penalty 2720.277406 = -486178.616262
  nChanged 4
		SP:Iteration 51Q (96138.990000 sec): 3 clusters
  Score: Raw -488899.923355 + Penalty 2720.277406 = -486179.645949
  nChanged 8
		SP:Iteration 52Q (96139.170000 sec): 3 clusters
  Score: Raw -488902.784164 + Penalty 2720.277406 = -486182.506758
  nChanged 10
		SP:Iteration 53Q (96139.340000 sec): 3 clusters
  Score: Raw -488906.921365 + Penalty 2720.277406 = -486186.643959
  nChanged 14
		SP:Iteration 54Q (96139.520000 sec): 3 clusters
  Score: Raw -488911.730118 + Penalty 2720.277406 = -486191.452712
  nChanged 10
		SP:Iteration 55Q (96139.690000 sec): 3 clusters
  Score: Raw -488915.876342 + Penalty 2720.277406 = -486195.598936
  nChanged 12
		SP:Iteration 56Q (96139.870000 sec): 3 clusters
  Score: Raw -488919.470134 + Penalty 2720.277406 = -486199.192728
  nChanged 11
		SP:Iteration 57Q (96140.050000 sec): 3 clusters
  Score: Raw -488922.113234 + Penalty 2720.277406 = -486201.835828
  nChanged 6
		SP:Iteration 58Q (96140.220000 sec): 3 clusters
  Score: Raw -488924.384133 + Penalty 2720.277406 = -486204.106727
  nChanged 0
		SP:Iteration 59F (96140.400000 sec): 3 clusters
  Score: Raw -488924.384133 + Penalty 2720.277406 = -486204.106727
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 27 (1241 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (96140.480000 sec): 2 clusters
  Score: Raw -146876.452452 + Penalty 1157.596828 = -145718.855624
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (96140.660000 sec): 3 clusters
  Score: Raw -146446.261316 + Penalty 2315.193655 = -144131.067660
  nChanged 403
		SP:Iteration 1F (96140.830000 sec): 3 clusters
  Score: Raw -146790.343322 + Penalty 2315.193655 = -144475.149666
  nChanged 100
		SP:Iteration 2F (96141.010000 sec): 3 clusters
  Score: Raw -146890.431255 + Penalty 2315.193655 = -144575.237600
  nChanged 65
		SP:Iteration 3F (96141.190000 sec): 3 clusters
  Score: Raw -146948.331070 + Penalty 2315.193655 = -144633.137415
  nChanged 34
		SP:Iteration 4Q (96141.360000 sec): 3 clusters
  Score: Raw -146980.063536 + Penalty 2315.193655 = -144664.869881
  nChanged 27
		SP:Iteration 5Q (96141.540000 sec): 3 clusters
  Score: Raw -147000.433806 + Penalty 2315.193655 = -144685.240151
  nChanged 23
		SP:Iteration 6Q (96141.710000 sec): 3 clusters
  Score: Raw -147020.596634 + Penalty 2315.193655 = -144705.402979
  nChanged 19
		SP:Iteration 7Q (96141.890000 sec): 3 clusters
  Score: Raw -147037.778583 + Penalty 2315.193655 = -144722.584927
  nChanged 20
		SP:Iteration 8Q (96142.050000 sec): 3 clusters
  Score: Raw -147051.309290 + Penalty 2315.193655 = -144736.115635
  nChanged 20
		SP:Iteration 9Q (96142.240000 sec): 3 clusters
  Score: Raw -147066.174769 + Penalty 2315.193655 = -144750.981114
  nChanged 24
		SP:Iteration 10Q (96142.420000 sec): 3 clusters
  Score: Raw -147086.651790 + Penalty 2315.193655 = -144771.458135
  nChanged 30
		SP:Iteration 11Q (96142.590000 sec): 3 clusters
  Score: Raw -147112.958997 + Penalty 2315.193655 = -144797.765342
  nChanged 25
		SP:Iteration 12Q (96142.770000 sec): 3 clusters
  Score: Raw -147129.339098 + Penalty 2315.193655 = -144814.145443
  nChanged 27
		SP:Iteration 13Q (96142.950000 sec): 3 clusters
  Score: Raw -147151.216235 + Penalty 2315.193655 = -144836.022580
  nChanged 17
		SP:Iteration 14Q (96143.120000 sec): 3 clusters
  Score: Raw -147169.242224 + Penalty 2315.193655 = -144854.048569
  nChanged 17
		SP:Iteration 15Q (96143.300000 sec): 3 clusters
  Score: Raw -147184.213143 + Penalty 2315.193655 = -144869.019488
  nChanged 19
		SP:Iteration 16Q (96143.470000 sec): 3 clusters
  Score: Raw -147200.065676 + Penalty 2315.193655 = -144884.872021
  nChanged 17
		SP:Iteration 17Q (96143.650000 sec): 3 clusters
  Score: Raw -147213.076676 + Penalty 2315.193655 = -144897.883021
  nChanged 12
		SP:Iteration 18Q (96143.830000 sec): 3 clusters
  Score: Raw -147223.420504 + Penalty 2315.193655 = -144908.226849
  nChanged 10
		SP:Iteration 19Q (96144.000000 sec): 3 clusters
  Score: Raw -147232.718424 + Penalty 2315.193655 = -144917.524769
  nChanged 13
		SP:Iteration 20F (96144.180000 sec): 3 clusters
  Score: Raw -147245.590966 + Penalty 2315.193655 = -144930.397311
  nChanged 11
		SP:Iteration 21Q (96144.350000 sec): 3 clusters
  Score: Raw -147273.089233 + Penalty 2315.193655 = -144957.895578
  nChanged 19
		SP:Iteration 22Q (96144.530000 sec): 3 clusters
  Score: Raw -147349.746160 + Penalty 2315.193655 = -145034.552505
  nChanged 34
		SP:Iteration 23Q (96144.700000 sec): 3 clusters
  Score: Raw -147386.815013 + Penalty 2315.193655 = -145071.621357
  nChanged 17
		SP:Iteration 24Q (96144.880000 sec): 3 clusters
  Score: Raw -147402.587851 + Penalty 2315.193655 = -145087.394196
  nChanged 16
		SP:Iteration 25Q (96145.050000 sec): 3 clusters
  Score: Raw -147423.046369 + Penalty 2315.193655 = -145107.852714
  nChanged 15
		SP:Iteration 26Q (96145.230000 sec): 3 clusters
  Score: Raw -147444.249704 + Penalty 2315.193655 = -145129.056049
  nChanged 12
		SP:Iteration 27Q (96145.410000 sec): 3 clusters
  Score: Raw -147453.016137 + Penalty 2315.193655 = -145137.822482
  nChanged 4
		SP:Iteration 28Q (96145.580000 sec): 3 clusters
  Score: Raw -147456.230502 + Penalty 2315.193655 = -145141.036847
  nChanged 5
		SP:Iteration 29Q (96145.760000 sec): 3 clusters
  Score: Raw -147460.258404 + Penalty 2315.193655 = -145145.064748
  nChanged 6
		SP:Iteration 30Q (96145.930000 sec): 3 clusters
  Score: Raw -147466.129939 + Penalty 2315.193655 = -145150.936284
  nChanged 4
		SP:Iteration 31Q (96146.110000 sec): 3 clusters
  Score: Raw -147469.531811 + Penalty 2315.193655 = -145154.338156
  nChanged 5
		SP:Iteration 32Q (96146.290000 sec): 3 clusters
  Score: Raw -147474.477462 + Penalty 2315.193655 = -145159.283807
  nChanged 4
		SP:Iteration 33Q (96146.460000 sec): 3 clusters
  Score: Raw -147479.373902 + Penalty 2315.193655 = -145164.180247
  nChanged 1
		SP:Iteration 34Q (96146.640000 sec): 3 clusters
  Score: Raw -147479.983014 + Penalty 2315.193655 = -145164.789359
  nChanged 0
		SP:Iteration 35F (96146.810000 sec): 3 clusters
  Score: Raw -147479.983014 + Penalty 2315.193655 = -145164.789359
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 28 (533 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (96146.900000 sec): 2 clusters
  Score: Raw -65486.769550 + Penalty 1020.259731 = -64466.509819
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (96147.080000 sec): 3 clusters
  Score: Raw -65394.713008 + Penalty 2040.519463 = -63354.193545
  nChanged 114
		SP:Iteration 1F (96147.250000 sec): 3 clusters
  Score: Raw -65537.977556 + Penalty 2040.519463 = -63497.458093
  nChanged 24
		SP:Iteration 2Q (96147.430000 sec): 3 clusters
  Score: Raw -65573.650625 + Penalty 2040.519463 = -63533.131162
  nChanged 14
		SP:Iteration 3Q (96147.610000 sec): 3 clusters
  Score: Raw -65591.864610 + Penalty 2040.519463 = -63551.345147
  nChanged 7
		SP:Iteration 4Q (96147.780000 sec): 3 clusters
  Score: Raw -65604.011231 + Penalty 2040.519463 = -63563.491768
  nChanged 6
		SP:Iteration 5Q (96147.960000 sec): 3 clusters
  Score: Raw -65611.894570 + Penalty 2040.519463 = -63571.375107
  nChanged 5
		SP:Iteration 6Q (96148.130000 sec): 3 clusters
  Score: Raw -65619.367538 + Penalty 2040.519463 = -63578.848076
  nChanged 5
		SP:Iteration 7Q (96148.320000 sec): 3 clusters
  Score: Raw -65636.162341 + Penalty 2040.519463 = -63595.642878
  nChanged 4
		SP:Iteration 8Q (96148.490000 sec): 3 clusters
  Score: Raw -65647.783513 + Penalty 2040.519463 = -63607.264050
  nChanged 2
		SP:Iteration 9Q (96148.660000 sec): 3 clusters
  Score: Raw -65654.496401 + Penalty 2040.519463 = -63613.976938
  nChanged 5
		SP:Iteration 10Q (96148.840000 sec): 3 clusters
  Score: Raw -65670.630123 + Penalty 2040.519463 = -63630.110660
  nChanged 8
		SP:Iteration 11Q (96149.010000 sec): 3 clusters
  Score: Raw -65724.165433 + Penalty 2040.519463 = -63683.645970
  nChanged 14
		SP:Iteration 12Q (96149.190000 sec): 3 clusters
  Score: Raw -65771.248198 + Penalty 2040.519463 = -63730.728735
  nChanged 15
		SP:Iteration 13Q (96149.370000 sec): 3 clusters
  Score: Raw -65795.796472 + Penalty 2040.519463 = -63755.277009
  nChanged 8
		SP:Iteration 14Q (96149.540000 sec): 3 clusters
  Score: Raw -65802.217421 + Penalty 2040.519463 = -63761.697959
  nChanged 11
		SP:Iteration 15Q (96149.730000 sec): 3 clusters
  Score: Raw -65818.425723 + Penalty 2040.519463 = -63777.906260
  nChanged 12
		SP:Iteration 16Q (96149.890000 sec): 3 clusters
  Score: Raw -65845.069956 + Penalty 2040.519463 = -63804.550493
  nChanged 9
		SP:Iteration 17Q (96150.070000 sec): 3 clusters
  Score: Raw -65854.460482 + Penalty 2040.519463 = -63813.941019
  nChanged 4
		SP:Iteration 18Q (96150.240000 sec): 3 clusters
  Score: Raw -65859.277217 + Penalty 2040.519463 = -63818.757754
  nChanged 1
		SP:Iteration 19Q (96150.420000 sec): 3 clusters
  Score: Raw -65861.369584 + Penalty 2040.519463 = -63820.850121
  nChanged 1
		SP:Iteration 20F (96150.590000 sec): 3 clusters
  Score: Raw -65863.285156 + Penalty 2040.519463 = -63822.765693
  nChanged 4
		SP:Iteration 21Q (96150.770000 sec): 3 clusters
  Score: Raw -65867.843816 + Penalty 2040.519463 = -63827.324353
  nChanged 2
		SP:Iteration 22Q (96150.950000 sec): 3 clusters
  Score: Raw -65869.304978 + Penalty 2040.519463 = -63828.785515
  nChanged 0
		SP:Iteration 23F (96151.120000 sec): 3 clusters
  Score: Raw -65869.304978 + Penalty 2040.519463 = -63828.785515
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 29 (245 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (96151.210000 sec): 2 clusters
  Score: Raw -26531.062873 + Penalty 893.954459 = -25637.108414
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (96151.390000 sec): 3 clusters
  Score: Raw -26608.375183 + Penalty 1787.908918 = -24820.466264
  nChanged 47
		SP:Iteration 1F (96151.560000 sec): 3 clusters
  Score: Raw -26784.862358 + Penalty 1787.908918 = -24996.953440
  nChanged 23
		SP:Iteration 2F (96151.740000 sec): 3 clusters
  Score: Raw -26915.664587 + Penalty 1787.908918 = -25127.755669
  nChanged 11
		SP:Iteration 3Q (96151.910000 sec): 3 clusters
  Score: Raw -27029.653348 + Penalty 1787.908918 = -25241.744429
  nChanged 5
		SP:Iteration 4Q (96152.090000 sec): 3 clusters
  Score: Raw -27083.651218 + Penalty 1787.908918 = -25295.742299
  nChanged 5
		SP:Iteration 5Q (96152.270000 sec): 3 clusters
  Score: Raw -27157.082617 + Penalty 1787.908918 = -25369.173699
  nChanged 1
		SP:Iteration 6Q (96152.440000 sec): 3 clusters
  Score: Raw -27160.255798 + Penalty 1787.908918 = -25372.346879
  nChanged 0
		SP:Iteration 7F (96152.620000 sec): 3 clusters
  Score: Raw -27160.255798 + Penalty 1787.908918 = -25372.346879
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 30 (2958 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (96152.690000 sec): 2 clusters
  Score: Raw -347565.173843 + Penalty 1298.743655 = -346266.430188
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (96152.860000 sec): 3 clusters
  Score: Raw -346193.805227 + Penalty 2597.487309 = -343596.317918
  nChanged 1147
		SP:Iteration 1F (96153.040000 sec): 3 clusters
  Score: Raw -346934.781712 + Penalty 2597.487309 = -344337.294403
  nChanged 249
		SP:Iteration 2F (96153.210000 sec): 3 clusters
  Score: Raw -347147.010503 + Penalty 2597.487309 = -344549.523194
  nChanged 189
		SP:Iteration 3F (96153.390000 sec): 3 clusters
  Score: Raw -347296.641064 + Penalty 2597.487309 = -344699.153755
  nChanged 143
		SP:Iteration 4Q (96153.570000 sec): 3 clusters
  Score: Raw -347403.809878 + Penalty 2597.487309 = -344806.322569
  nChanged 115
		SP:Iteration 5Q (96153.740000 sec): 3 clusters
  Score: Raw -347479.635127 + Penalty 2597.487309 = -344882.147818
  nChanged 89
		SP:Iteration 6Q (96153.920000 sec): 3 clusters
  Score: Raw -347564.691307 + Penalty 2597.487309 = -344967.203998
  nChanged 111
		SP:Iteration 7Q (96154.090000 sec): 3 clusters
  Score: Raw -347675.450766 + Penalty 2597.487309 = -345077.963457
  nChanged 119
		SP:Iteration 8Q (96154.270000 sec): 3 clusters
  Score: Raw -347811.590035 + Penalty 2597.487309 = -345214.102725
  nChanged 114
		SP:Iteration 9Q (96154.450000 sec): 3 clusters
  Score: Raw -347962.461906 + Penalty 2597.487309 = -345364.974597
  nChanged 111
		SP:Iteration 10Q (96154.620000 sec): 3 clusters
  Score: Raw -348098.255575 + Penalty 2597.487309 = -345500.768266
  nChanged 93
		SP:Iteration 11Q (96154.800000 sec): 3 clusters
  Score: Raw -348171.565502 + Penalty 2597.487309 = -345574.078193
  nChanged 55
		SP:Iteration 12Q (96154.970000 sec): 3 clusters
  Score: Raw -348204.180404 + Penalty 2597.487309 = -345606.693095
  nChanged 33
		SP:Iteration 13Q (96155.150000 sec): 3 clusters
  Score: Raw -348223.821571 + Penalty 2597.487309 = -345626.334262
  nChanged 29
		SP:Iteration 14Q (96155.330000 sec): 3 clusters
  Score: Raw -348241.804954 + Penalty 2597.487309 = -345644.317645
  nChanged 22
		SP:Iteration 15Q (96155.500000 sec): 3 clusters
  Score: Raw -348251.537493 + Penalty 2597.487309 = -345654.050184
  nChanged 19
		SP:Iteration 16Q (96155.680000 sec): 3 clusters
  Score: Raw -348259.250588 + Penalty 2597.487309 = -345661.763279
  nChanged 12
		SP:Iteration 17Q (96155.850000 sec): 3 clusters
  Score: Raw -348263.723535 + Penalty 2597.487309 = -345666.236226
  nChanged 9
		SP:Iteration 18Q (96156.030000 sec): 3 clusters
  Score: Raw -348266.401087 + Penalty 2597.487309 = -345668.913778
  nChanged 5
		SP:Iteration 19Q (96156.210000 sec): 3 clusters
  Score: Raw -348267.919820 + Penalty 2597.487309 = -345670.432511
  nChanged 1
		SP:Iteration 20F (96156.380000 sec): 3 clusters
  Score: Raw -348268.192017 + Penalty 2597.487309 = -345670.704708
  nChanged 2
		SP:Iteration 21Q (96156.550000 sec): 3 clusters
  Score: Raw -348269.214934 + Penalty 2597.487309 = -345671.727625
  nChanged 2
		SP:Iteration 22Q (96156.750000 sec): 3 clusters
  Score: Raw -348269.710941 + Penalty 2597.487309 = -345672.223632
  nChanged 1
		SP:Iteration 23Q (96156.910000 sec): 3 clusters
  Score: Raw -348270.461991 + Penalty 2597.487309 = -345672.974682
  nChanged 3
		SP:Iteration 24Q (96157.080000 sec): 3 clusters
  Score: Raw -348271.379572 + Penalty 2597.487309 = -345673.892263
  nChanged 4
		SP:Iteration 25Q (96157.260000 sec): 3 clusters
  Score: Raw -348273.005335 + Penalty 2597.487309 = -345675.518026
  nChanged 6
		SP:Iteration 26Q (96157.430000 sec): 3 clusters
  Score: Raw -348274.447283 + Penalty 2597.487309 = -345676.959974
  nChanged 3
		SP:Iteration 27Q (96157.610000 sec): 3 clusters
  Score: Raw -348275.108900 + Penalty 2597.487309 = -345677.621590
  nChanged 1
		SP:Iteration 28Q (96157.790000 sec): 3 clusters
  Score: Raw -348275.760646 + Penalty 2597.487309 = -345678.273337
  nChanged 3
		SP:Iteration 29Q (96157.960000 sec): 3 clusters
  Score: Raw -348277.216587 + Penalty 2597.487309 = -345679.729278
  nChanged 1
		SP:Iteration 30Q (96158.150000 sec): 3 clusters
  Score: Raw -348277.603337 + Penalty 2597.487309 = -345680.116028
  nChanged 0
		SP:Iteration 31F (96158.210000 sec): 3 clusters
  Score: Raw -348277.603337 + Penalty 2597.487309 = -345680.116028
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 31 (4431 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (96158.280000 sec): 2 clusters
  Score: Raw -596616.932611 + Penalty 1364.411843 = -595252.520768
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (96158.380000 sec): 3 clusters
  Score: Raw -594370.891252 + Penalty 2728.823686 = -591642.067567
  nChanged 1745
		SP:Iteration 1F (96158.460000 sec): 3 clusters
  Score: Raw -595365.389833 + Penalty 2728.823686 = -592636.566147
  nChanged 340
		SP:Iteration 2F (96158.540000 sec): 3 clusters
  Score: Raw -595549.758054 + Penalty 2728.823686 = -592820.934368
  nChanged 241
		SP:Iteration 3F (96158.620000 sec): 3 clusters
  Score: Raw -595675.199302 + Penalty 2728.823686 = -592946.375616
  nChanged 195
		SP:Iteration 4Q (96158.710000 sec): 3 clusters
  Score: Raw -595772.413050 + Penalty 2728.823686 = -593043.589364
  nChanged 161
		SP:Iteration 5Q (96158.790000 sec): 3 clusters
  Score: Raw -595854.251583 + Penalty 2728.823686 = -593125.427897
  nChanged 148
		SP:Iteration 6Q (96158.870000 sec): 3 clusters
  Score: Raw -595937.040320 + Penalty 2728.823686 = -593208.216634
  nChanged 135
		SP:Iteration 7Q (96158.950000 sec): 3 clusters
  Score: Raw -596014.212799 + Penalty 2728.823686 = -593285.389113
  nChanged 125
		SP:Iteration 8Q (96159.030000 sec): 3 clusters
  Score: Raw -596085.401331 + Penalty 2728.823686 = -593356.577646
  nChanged 130
		SP:Iteration 9Q (96159.120000 sec): 3 clusters
  Score: Raw -596157.988410 + Penalty 2728.823686 = -593429.164724
  nChanged 121
		SP:Iteration 10Q (96159.200000 sec): 3 clusters
  Score: Raw -596225.752443 + Penalty 2728.823686 = -593496.928757
  nChanged 121
		SP:Iteration 11Q (96159.280000 sec): 3 clusters
  Score: Raw -596308.997723 + Penalty 2728.823686 = -593580.174038
  nChanged 123
		SP:Iteration 12Q (96159.370000 sec): 3 clusters
  Score: Raw -596405.372487 + Penalty 2728.823686 = -593676.548802
  nChanged 136
		SP:Iteration 13Q (96159.450000 sec): 3 clusters
  Score: Raw -596498.184758 + Penalty 2728.823686 = -593769.361073
  nChanged 127
		SP:Iteration 14Q (96159.530000 sec): 3 clusters
  Score: Raw -596603.229131 + Penalty 2728.823686 = -593874.405446
  nChanged 145
		SP:Iteration 15Q (96159.610000 sec): 3 clusters
  Score: Raw -596741.181305 + Penalty 2728.823686 = -594012.357619
  nChanged 139
		SP:Iteration 16Q (96159.700000 sec): 3 clusters
  Score: Raw -596894.426025 + Penalty 2728.823686 = -594165.602339
  nChanged 133
		SP:Iteration 17Q (96159.780000 sec): 3 clusters
  Score: Raw -597041.101961 + Penalty 2728.823686 = -594312.278276
  nChanged 107
		SP:Iteration 18Q (96159.860000 sec): 3 clusters
  Score: Raw -597148.843098 + Penalty 2728.823686 = -594420.019412
  nChanged 93
		SP:Iteration 19Q (96159.950000 sec): 3 clusters
  Score: Raw -597243.543575 + Penalty 2728.823686 = -594514.719889
  nChanged 79
		SP:Iteration 20F (96160.020000 sec): 3 clusters
  Score: Raw -597335.697268 + Penalty 2728.823686 = -594606.873582
  nChanged 64
		SP:Iteration 21Q (96160.110000 sec): 3 clusters
  Score: Raw -597398.675243 + Penalty 2728.823686 = -594669.851557
  nChanged 44
		SP:Iteration 22Q (96160.190000 sec): 3 clusters
  Score: Raw -597443.052114 + Penalty 2728.823686 = -594714.228428
  nChanged 33
		SP:Iteration 23Q (96160.270000 sec): 3 clusters
  Score: Raw -597469.340193 + Penalty 2728.823686 = -594740.516507
  nChanged 23
		SP:Iteration 24Q (96160.350000 sec): 3 clusters
  Score: Raw -597485.741099 + Penalty 2728.823686 = -594756.917413
  nChanged 17
		SP:Iteration 25Q (96160.430000 sec): 3 clusters
  Score: Raw -597495.670886 + Penalty 2728.823686 = -594766.847201
  nChanged 6
		SP:Iteration 26Q (96160.510000 sec): 3 clusters
  Score: Raw -597500.171577 + Penalty 2728.823686 = -594771.347891
  nChanged 8
		SP:Iteration 27Q (96160.580000 sec): 3 clusters
  Score: Raw -597504.475898 + Penalty 2728.823686 = -594775.652213
  nChanged 4
		SP:Iteration 28Q (96160.660000 sec): 3 clusters
  Score: Raw -597507.002665 + Penalty 2728.823686 = -594778.178980
  nChanged 3
		SP:Iteration 29Q (96160.740000 sec): 3 clusters
  Score: Raw -597507.709539 + Penalty 2728.823686 = -594778.885854
  nChanged 1
		SP:Iteration 30Q (96160.810000 sec): 3 clusters
  Score: Raw -597508.145683 + Penalty 2728.823686 = -594779.321997
  nChanged 1
		SP:Iteration 31Q (96160.880000 sec): 3 clusters
  Score: Raw -597508.328501 + Penalty 2728.823686 = -594779.504815
  nChanged 1
		SP:Iteration 32Q (96160.960000 sec): 3 clusters
  Score: Raw -597508.625783 + Penalty 2728.823686 = -594779.802097
  nChanged 1
		SP:Iteration 33Q (96161.040000 sec): 3 clusters
  Score: Raw -597509.084513 + Penalty 2728.823686 = -594780.260828
  nChanged 1
		SP:Iteration 34Q (96161.110000 sec): 3 clusters
  Score: Raw -597509.284928 + Penalty 2728.823686 = -594780.461243
  nChanged 1
		SP:Iteration 35Q (96161.190000 sec): 3 clusters
  Score: Raw -597509.515602 + Penalty 2728.823686 = -594780.691916
  nChanged 2
		SP:Iteration 36Q (96161.270000 sec): 3 clusters
  Score: Raw -597509.925226 + Penalty 2728.823686 = -594781.101541
  nChanged 1
		SP:Iteration 37Q (96161.350000 sec): 3 clusters
  Score: Raw -597510.219616 + Penalty 2728.823686 = -594781.395930
  nChanged 2
		SP:Iteration 38Q (96161.420000 sec): 3 clusters
  Score: Raw -597510.920160 + Penalty 2728.823686 = -594782.096474
  nChanged 2
		SP:Iteration 39Q (96161.500000 sec): 3 clusters
  Score: Raw -597512.156814 + Penalty 2728.823686 = -594783.333129
  nChanged 1
		SP:Iteration 40F (96161.580000 sec): 3 clusters
  Score: Raw -597512.648943 + Penalty 2728.823686 = -594783.825258
  nChanged 1
		SP:Iteration 41Q (96161.660000 sec): 3 clusters
  Score: Raw -597513.447895 + Penalty 2728.823686 = -594784.624210
  nChanged 0
		SP:Iteration 42F (96161.740000 sec): 3 clusters
  Score: Raw -597513.447895 + Penalty 2728.823686 = -594784.624210
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 32 (205 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (96161.780000 sec): 2 clusters
  Score: Raw -23116.437798 + Penalty 864.989122 = -22251.448676
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (96161.790000 sec): 3 clusters
  Score: Raw -23201.455953 + Penalty 1729.978243 = -21471.477710
  nChanged 27
		SP:Iteration 1F (96161.800000 sec): 3 clusters
  Score: Raw -23278.624477 + Penalty 1729.978243 = -21548.646233
  nChanged 8
		SP:Iteration 2Q (96161.810000 sec): 3 clusters
  Score: Raw -23321.810772 + Penalty 1729.978243 = -21591.832529
  nChanged 4
		SP:Iteration 3Q (96161.810000 sec): 3 clusters
  Score: Raw -23336.758624 + Penalty 1729.978243 = -21606.780380
  nChanged 1
		SP:Iteration 4Q (96161.820000 sec): 3 clusters
  Score: Raw -23338.470592 + Penalty 1729.978243 = -21608.492349
  nChanged 0
		SP:Iteration 5F (96161.830000 sec): 3 clusters
  Score: Raw -23338.470592 + Penalty 1729.978243 = -21608.492349
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 33 (330 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (96161.860000 sec): 2 clusters
  Score: Raw -30235.364096 + Penalty 942.352556 = -29293.011540
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (96161.870000 sec): 3 clusters
  Score: Raw -30326.024370 + Penalty 1884.705113 = -28441.319257
  nChanged 91
		SP:Iteration 1F (96161.880000 sec): 3 clusters
  Score: Raw -30505.966697 + Penalty 1884.705113 = -28621.261584
  nChanged 26
		SP:Iteration 2F (96161.880000 sec): 3 clusters
  Score: Raw -30586.583085 + Penalty 1884.705113 = -28701.877972
  nChanged 16
		SP:Iteration 3Q (96161.890000 sec): 3 clusters
  Score: Raw -30651.972138 + Penalty 1884.705113 = -28767.267025
  nChanged 14
		SP:Iteration 4Q (96161.900000 sec): 3 clusters
  Score: Raw -30703.451886 + Penalty 1884.705113 = -28818.746773
  nChanged 9
		SP:Iteration 5Q (96161.910000 sec): 3 clusters
  Score: Raw -30736.166305 + Penalty 1884.705113 = -28851.461192
  nChanged 3
		SP:Iteration 6Q (96161.920000 sec): 3 clusters
  Score: Raw -30744.795744 + Penalty 1884.705113 = -28860.090631
  nChanged 1
		SP:Iteration 7Q (96161.920000 sec): 3 clusters
  Score: Raw -30745.808660 + Penalty 1884.705113 = -28861.103547
  nChanged 1
		SP:Iteration 8Q (96161.930000 sec): 3 clusters
  Score: Raw -30748.554858 + Penalty 1884.705113 = -28863.849746
  nChanged 0
		SP:Iteration 9F (96161.940000 sec): 3 clusters
  Score: Raw -30748.554858 + Penalty 1884.705113 = -28863.849746
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 34 (14987 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (96162.090000 sec): 2 clusters
  Score: Raw -1808784.758931 + Penalty 1562.427496 = -1807222.331435
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (96162.380000 sec): 3 clusters
  Score: Raw -1799955.795782 + Penalty 3124.854992 = -1796830.940790
  nChanged 6680
		SP:Iteration 1F (96162.560000 sec): 3 clusters
  Score: Raw -1803653.920738 + Penalty 3124.854992 = -1800529.065746
  nChanged 853
		SP:Iteration 2F (96162.840000 sec): 3 clusters
  Score: Raw -1804003.650112 + Penalty 3124.854992 = -1800878.795120
  nChanged 763
		SP:Iteration 3F (96163.120000 sec): 3 clusters
  Score: Raw -1804314.835454 + Penalty 3124.854992 = -1801189.980462
  nChanged 659
		SP:Iteration 4Q (96163.390000 sec): 3 clusters
  Score: Raw -1804587.907361 + Penalty 3124.854992 = -1801463.052368
  nChanged 624
		SP:Iteration 5Q (96163.660000 sec): 3 clusters
  Score: Raw -1804857.703723 + Penalty 3124.854992 = -1801732.848731
  nChanged 603
		SP:Iteration 6Q (96163.940000 sec): 3 clusters
  Score: Raw -1805116.058048 + Penalty 3124.854992 = -1801991.203056
  nChanged 583
		SP:Iteration 7Q (96164.210000 sec): 3 clusters
  Score: Raw -1805416.570285 + Penalty 3124.854992 = -1802291.715293
  nChanged 657
		SP:Iteration 8Q (96164.400000 sec): 3 clusters
  Score: Raw -1805808.602868 + Penalty 3124.854992 = -1802683.747876
  nChanged 692
		SP:Iteration 9Q (96164.680000 sec): 3 clusters
  Score: Raw -1806250.674379 + Penalty 3124.854992 = -1803125.819387
  nChanged 707
		SP:Iteration 10Q (96164.950000 sec): 3 clusters
  Score: Raw -1806769.999702 + Penalty 3124.854992 = -1803645.144710
  nChanged 637
		SP:Iteration 11Q (96165.220000 sec): 3 clusters
  Score: Raw -1807220.427352 + Penalty 3124.854992 = -1804095.572360
  nChanged 535
		SP:Iteration 12Q (96165.490000 sec): 3 clusters
  Score: Raw -1807538.508975 + Penalty 3124.854992 = -1804413.653983
  nChanged 356
		SP:Iteration 13Q (96165.770000 sec): 3 clusters
  Score: Raw -1807706.748295 + Penalty 3124.854992 = -1804581.893303
  nChanged 267
		SP:Iteration 14Q (96166.040000 sec): 3 clusters
  Score: Raw -1807816.685645 + Penalty 3124.854992 = -1804691.830653
  nChanged 199
		SP:Iteration 15Q (96166.310000 sec): 3 clusters
  Score: Raw -1807883.645275 + Penalty 3124.854992 = -1804758.790283
  nChanged 155
		SP:Iteration 16Q (96166.590000 sec): 3 clusters
  Score: Raw -1807933.274369 + Penalty 3124.854992 = -1804808.419377
  nChanged 153
		SP:Iteration 17Q (96166.860000 sec): 3 clusters
  Score: Raw -1807983.081410 + Penalty 3124.854992 = -1804858.226418
  nChanged 141
		SP:Iteration 18Q (96167.130000 sec): 3 clusters
  Score: Raw -1808027.359123 + Penalty 3124.854992 = -1804902.504131
  nChanged 140
		SP:Iteration 19Q (96167.410000 sec): 3 clusters
  Score: Raw -1808067.452540 + Penalty 3124.854992 = -1804942.597548
  nChanged 124
		SP:Iteration 20F (96167.680000 sec): 3 clusters
  Score: Raw -1808099.139089 + Penalty 3124.854992 = -1804974.284096
  nChanged 108
		SP:Iteration 21Q (96167.950000 sec): 3 clusters
  Score: Raw -1808126.040292 + Penalty 3124.854992 = -1805001.185299
  nChanged 106
		SP:Iteration 22Q (96168.230000 sec): 3 clusters
  Score: Raw -1808153.057042 + Penalty 3124.854992 = -1805028.202050
  nChanged 94
		SP:Iteration 23Q (96168.500000 sec): 3 clusters
  Score: Raw -1808174.232232 + Penalty 3124.854992 = -1805049.377240
  nChanged 61
		SP:Iteration 24Q (96168.770000 sec): 3 clusters
  Score: Raw -1808185.239297 + Penalty 3124.854992 = -1805060.384304
  nChanged 53
		SP:Iteration 25Q (96169.050000 sec): 3 clusters
  Score: Raw -1808193.842582 + Penalty 3124.854992 = -1805068.987590
  nChanged 32
		SP:Iteration 26Q (96169.310000 sec): 3 clusters
  Score: Raw -1808198.926021 + Penalty 3124.854992 = -1805074.071029
  nChanged 42
		SP:Iteration 27Q (96169.560000 sec): 3 clusters
  Score: Raw -1808205.741865 + Penalty 3124.854992 = -1805080.886873
  nChanged 42
		SP:Iteration 28Q (96169.820000 sec): 3 clusters
  Score: Raw -1808212.210469 + Penalty 3124.854992 = -1805087.355477
  nChanged 30
		SP:Iteration 29Q (96170.090000 sec): 3 clusters
  Score: Raw -1808216.040151 + Penalty 3124.854992 = -1805091.185159
  nChanged 24
		SP:Iteration 30Q (96170.370000 sec): 3 clusters
  Score: Raw -1808218.450151 + Penalty 3124.854992 = -1805093.595158
  nChanged 24
		SP:Iteration 31Q (96170.640000 sec): 3 clusters
  Score: Raw -1808221.337970 + Penalty 3124.854992 = -1805096.482978
  nChanged 20
		SP:Iteration 32Q (96170.910000 sec): 3 clusters
  Score: Raw -1808224.409633 + Penalty 3124.854992 = -1805099.554640
  nChanged 25
		SP:Iteration 33Q (96171.180000 sec): 3 clusters
  Score: Raw -1808228.590798 + Penalty 3124.854992 = -1805103.735806
  nChanged 27
		SP:Iteration 34Q (96171.450000 sec): 3 clusters
  Score: Raw -1808232.584446 + Penalty 3124.854992 = -1805107.729454
  nChanged 28
		SP:Iteration 35Q (96171.700000 sec): 3 clusters
  Score: Raw -1808236.167350 + Penalty 3124.854992 = -1805111.312358
  nChanged 25
		SP:Iteration 36Q (96171.950000 sec): 3 clusters
  Score: Raw -1808239.889868 + Penalty 3124.854992 = -1805115.034876
  nChanged 27
		SP:Iteration 37Q (96172.230000 sec): 3 clusters
  Score: Raw -1808244.100693 + Penalty 3124.854992 = -1805119.245701
  nChanged 23
		SP:Iteration 38Q (96172.500000 sec): 3 clusters
  Score: Raw -1808246.630503 + Penalty 3124.854992 = -1805121.775510
  nChanged 16
		SP:Iteration 39Q (96172.770000 sec): 3 clusters
  Score: Raw -1808248.162958 + Penalty 3124.854992 = -1805123.307965
  nChanged 9
		SP:Iteration 40F (96173.050000 sec): 3 clusters
  Score: Raw -1808249.213157 + Penalty 3124.854992 = -1805124.358165
  nChanged 21
		SP:Iteration 41Q (96173.320000 sec): 3 clusters
  Score: Raw -1808252.316748 + Penalty 3124.854992 = -1805127.461756
  nChanged 19
		SP:Iteration 42Q (96173.590000 sec): 3 clusters
  Score: Raw -1808254.610356 + Penalty 3124.854992 = -1805129.755364
  nChanged 22
		SP:Iteration 43Q (96173.870000 sec): 3 clusters
  Score: Raw -1808257.399943 + Penalty 3124.854992 = -1805132.544951
  nChanged 23
		SP:Iteration 44Q (96174.140000 sec): 3 clusters
  Score: Raw -1808259.929784 + Penalty 3124.854992 = -1805135.074792
  nChanged 21
		SP:Iteration 45Q (96174.410000 sec): 3 clusters
  Score: Raw -1808262.485067 + Penalty 3124.854992 = -1805137.630075
  nChanged 20
		SP:Iteration 46Q (96174.690000 sec): 3 clusters
  Score: Raw -1808264.712460 + Penalty 3124.854992 = -1805139.857467
  nChanged 19
		SP:Iteration 47Q (96174.960000 sec): 3 clusters
  Score: Raw -1808267.513891 + Penalty 3124.854992 = -1805142.658898
  nChanged 19
		SP:Iteration 48Q (96175.230000 sec): 3 clusters
  Score: Raw -1808271.242347 + Penalty 3124.854992 = -1805146.387355
  nChanged 28
		SP:Iteration 49Q (96175.510000 sec): 3 clusters
  Score: Raw -1808276.135536 + Penalty 3124.854992 = -1805151.280543
  nChanged 27
		SP:Iteration 50Q (96175.780000 sec): 3 clusters
  Score: Raw -1808280.132679 + Penalty 3124.854992 = -1805155.277687
  nChanged 22
		SP:Iteration 51Q (96176.060000 sec): 3 clusters
  Score: Raw -1808283.421779 + Penalty 3124.854992 = -1805158.566787
  nChanged 21
		SP:Iteration 52Q (96176.330000 sec): 3 clusters
  Score: Raw -1808286.389309 + Penalty 3124.854992 = -1805161.534317
  nChanged 24
		SP:Iteration 53Q (96176.600000 sec): 3 clusters
  Score: Raw -1808289.142920 + Penalty 3124.854992 = -1805164.287928
  nChanged 20
		SP:Iteration 54Q (96176.880000 sec): 3 clusters
  Score: Raw -1808292.502235 + Penalty 3124.854992 = -1805167.647243
  nChanged 20
		SP:Iteration 55Q (96177.150000 sec): 3 clusters
  Score: Raw -1808295.669840 + Penalty 3124.854992 = -1805170.814847
  nChanged 20
		SP:Iteration 56Q (96177.430000 sec): 3 clusters
  Score: Raw -1808298.538060 + Penalty 3124.854992 = -1805173.683067
  nChanged 14
		SP:Iteration 57Q (96177.700000 sec): 3 clusters
  Score: Raw -1808300.564703 + Penalty 3124.854992 = -1805175.709711
  nChanged 13
		SP:Iteration 58Q (96177.970000 sec): 3 clusters
  Score: Raw -1808301.715908 + Penalty 3124.854992 = -1805176.860916
  nChanged 10
		SP:Iteration 59Q (96178.250000 sec): 3 clusters
  Score: Raw -1808302.815194 + Penalty 3124.854992 = -1805177.960202
  nChanged 13
		SP:Iteration 60F (96178.520000 sec): 3 clusters
  Score: Raw -1808304.225273 + Penalty 3124.854992 = -1805179.370281
  nChanged 11
		SP:Iteration 61Q (96178.790000 sec): 3 clusters
  Score: Raw -1808305.363121 + Penalty 3124.854992 = -1805180.508129
  nChanged 12
		SP:Iteration 62Q (96178.990000 sec): 3 clusters
  Score: Raw -1808306.654411 + Penalty 3124.854992 = -1805181.799418
  nChanged 13
		SP:Iteration 63Q (96179.260000 sec): 3 clusters
  Score: Raw -1808308.353618 + Penalty 3124.854992 = -1805183.498626
  nChanged 14
		SP:Iteration 64Q (96179.530000 sec): 3 clusters
  Score: Raw -1808310.266509 + Penalty 3124.854992 = -1805185.411517
  nChanged 14
		SP:Iteration 65Q (96179.810000 sec): 3 clusters
  Score: Raw -1808313.572851 + Penalty 3124.854992 = -1805188.717859
  nChanged 24
		SP:Iteration 66Q (96180.080000 sec): 3 clusters
  Score: Raw -1808318.351980 + Penalty 3124.854992 = -1805193.496988
  nChanged 20
		SP:Iteration 67Q (96180.350000 sec): 3 clusters
  Score: Raw -1808321.401552 + Penalty 3124.854992 = -1805196.546559
  nChanged 25
		SP:Iteration 68Q (96180.630000 sec): 3 clusters
  Score: Raw -1808325.155119 + Penalty 3124.854992 = -1805200.300126
  nChanged 19
		SP:Iteration 69Q (96180.900000 sec): 3 clusters
  Score: Raw -1808327.970085 + Penalty 3124.854992 = -1805203.115093
  nChanged 21
		SP:Iteration 70Q (96181.170000 sec): 3 clusters
  Score: Raw -1808330.756138 + Penalty 3124.854992 = -1805205.901146
  nChanged 25
		SP:Iteration 71Q (96181.450000 sec): 3 clusters
  Score: Raw -1808334.622635 + Penalty 3124.854992 = -1805209.767643
  nChanged 23
		SP:Iteration 72Q (96181.720000 sec): 3 clusters
  Score: Raw -1808338.487191 + Penalty 3124.854992 = -1805213.632198
  nChanged 28
		SP:Iteration 73Q (96181.990000 sec): 3 clusters
  Score: Raw -1808344.018176 + Penalty 3124.854992 = -1805219.163184
  nChanged 28
		SP:Iteration 74Q (96182.270000 sec): 3 clusters
  Score: Raw -1808348.853458 + Penalty 3124.854992 = -1805223.998466
  nChanged 27
		SP:Iteration 75Q (96182.540000 sec): 3 clusters
  Score: Raw -1808352.637231 + Penalty 3124.854992 = -1805227.782239
  nChanged 22
		SP:Iteration 76Q (96182.810000 sec): 3 clusters
  Score: Raw -1808355.875423 + Penalty 3124.854992 = -1805231.020431
  nChanged 26
		SP:Iteration 77Q (96183.090000 sec): 3 clusters
  Score: Raw -1808360.590321 + Penalty 3124.854992 = -1805235.735329
  nChanged 27
		SP:Iteration 78Q (96183.360000 sec): 3 clusters
  Score: Raw -1808365.336398 + Penalty 3124.854992 = -1805240.481405
  nChanged 26
		SP:Iteration 79Q (96183.630000 sec): 3 clusters
  Score: Raw -1808368.792076 + Penalty 3124.854992 = -1805243.937084
  nChanged 25
		SP:Iteration 80F (96183.910000 sec): 3 clusters
  Score: Raw -1808372.196304 + Penalty 3124.854992 = -1805247.341312
  nChanged 19
		SP:Iteration 81Q (96184.180000 sec): 3 clusters
  Score: Raw -1808374.910557 + Penalty 3124.854992 = -1805250.055565
  nChanged 21
		SP:Iteration 82Q (96184.450000 sec): 3 clusters
  Score: Raw -1808377.959695 + Penalty 3124.854992 = -1805253.104703
  nChanged 16
		SP:Iteration 83Q (96184.730000 sec): 3 clusters
  Score: Raw -1808380.543734 + Penalty 3124.854992 = -1805255.688741
  nChanged 23
		SP:Iteration 84Q (96185.000000 sec): 3 clusters
  Score: Raw -1808384.122561 + Penalty 3124.854992 = -1805259.267569
  nChanged 22
		SP:Iteration 85Q (96185.270000 sec): 3 clusters
  Score: Raw -1808387.978417 + Penalty 3124.854992 = -1805263.123425
  nChanged 19
		SP:Iteration 86Q (96185.550000 sec): 3 clusters
  Score: Raw -1808392.089851 + Penalty 3124.854992 = -1805267.234858
  nChanged 27
		SP:Iteration 87Q (96185.820000 sec): 3 clusters
  Score: Raw -1808398.278597 + Penalty 3124.854992 = -1805273.423604
  nChanged 32
		SP:Iteration 88Q (96186.100000 sec): 3 clusters
  Score: Raw -1808408.490018 + Penalty 3124.854992 = -1805283.635026
  nChanged 43
		SP:Iteration 89Q (96186.370000 sec): 3 clusters
  Score: Raw -1808419.829047 + Penalty 3124.854992 = -1805294.974055
  nChanged 40
		SP:Iteration 90Q (96186.650000 sec): 3 clusters
  Score: Raw -1808429.327458 + Penalty 3124.854992 = -1805304.472465
  nChanged 46
		SP:Iteration 91Q (96186.890000 sec): 3 clusters
  Score: Raw -1808442.150078 + Penalty 3124.854992 = -1805317.295085
  nChanged 52
		SP:Iteration 92Q (96187.150000 sec): 3 clusters
  Score: Raw -1808454.797696 + Penalty 3124.854992 = -1805329.942704
  nChanged 43
		SP:Iteration 93Q (96187.430000 sec): 3 clusters
  Score: Raw -1808466.472915 + Penalty 3124.854992 = -1805341.617923
  nChanged 44
		SP:Iteration 94Q (96187.710000 sec): 3 clusters
  Score: Raw -1808478.566336 + Penalty 3124.854992 = -1805353.711344
  nChanged 46
		SP:Iteration 95Q (96187.980000 sec): 3 clusters
  Score: Raw -1808492.673706 + Penalty 3124.854992 = -1805367.818714
  nChanged 44
		SP:Iteration 96Q (96188.250000 sec): 3 clusters
  Score: Raw -1808506.137849 + Penalty 3124.854992 = -1805381.282857
  nChanged 47
		SP:Iteration 97Q (96188.530000 sec): 3 clusters
  Score: Raw -1808517.889545 + Penalty 3124.854992 = -1805393.034553
  nChanged 46
		SP:Iteration 98Q (96188.800000 sec): 3 clusters
  Score: Raw -1808530.479432 + Penalty 3124.854992 = -1805405.624440
  nChanged 44
		SP:Iteration 99Q (96189.070000 sec): 3 clusters
  Score: Raw -1808540.298085 + Penalty 3124.854992 = -1805415.443093
  nChanged 35
		SP:Iteration 100F (96189.350000 sec): 3 clusters
  Score: Raw -1808547.097102 + Penalty 3124.854992 = -1805422.242110
  nChanged 31
		SP:Iteration 101Q (96189.620000 sec): 3 clusters
  Score: Raw -1808553.306964 + Penalty 3124.854992 = -1805428.451972
  nChanged 34
		SP:Iteration 102Q (96189.890000 sec): 3 clusters
  Score: Raw -1808560.135876 + Penalty 3124.854992 = -1805435.280883
  nChanged 30
		SP:Iteration 103Q (96190.170000 sec): 3 clusters
  Score: Raw -1808565.981129 + Penalty 3124.854992 = -1805441.126137
  nChanged 23
		SP:Iteration 104Q (96190.350000 sec): 3 clusters
  Score: Raw -1808570.539880 + Penalty 3124.854992 = -1805445.684887
  nChanged 25
		SP:Iteration 105Q (96190.640000 sec): 3 clusters
  Score: Raw -1808575.842049 + Penalty 3124.854992 = -1805450.987056
  nChanged 26
		SP:Iteration 106Q (96190.870000 sec): 3 clusters
  Score: Raw -1808582.336060 + Penalty 3124.854992 = -1805457.481068
  nChanged 29
		SP:Iteration 107Q (96191.190000 sec): 3 clusters
  Score: Raw -1808589.142624 + Penalty 3124.854992 = -1805464.287632
  nChanged 22
		SP:Iteration 108Q (96191.380000 sec): 3 clusters
  Score: Raw -1808594.400923 + Penalty 3124.854992 = -1805469.545931
  nChanged 29
		SP:Iteration 109Q (96191.650000 sec): 3 clusters
  Score: Raw -1808603.346156 + Penalty 3124.854992 = -1805478.491164
  nChanged 37
		SP:Iteration 110Q (96191.930000 sec): 3 clusters
  Score: Raw -1808614.791776 + Penalty 3124.854992 = -1805489.936783
  nChanged 48
		SP:Iteration 111Q (96192.190000 sec): 3 clusters
  Score: Raw -1808628.307434 + Penalty 3124.854992 = -1805503.452442
  nChanged 41
		SP:Iteration 112Q (96192.470000 sec): 3 clusters
  Score: Raw -1808638.645884 + Penalty 3124.854992 = -1805513.790892
  nChanged 36
		SP:Iteration 113Q (96192.740000 sec): 3 clusters
  Score: Raw -1808648.788498 + Penalty 3124.854992 = -1805523.933505
  nChanged 40
		SP:Iteration 114Q (96193.010000 sec): 3 clusters
  Score: Raw -1808658.557572 + Penalty 3124.854992 = -1805533.702580
  nChanged 33
		SP:Iteration 115Q (96193.280000 sec): 3 clusters
  Score: Raw -1808665.480916 + Penalty 3124.854992 = -1805540.625924
  nChanged 20
		SP:Iteration 116Q (96193.510000 sec): 3 clusters
  Score: Raw -1808670.277465 + Penalty 3124.854992 = -1805545.422473
  nChanged 15
		SP:Iteration 117Q (96193.740000 sec): 3 clusters
  Score: Raw -1808673.314440 + Penalty 3124.854992 = -1805548.459447
  nChanged 21
		SP:Iteration 118Q (96193.970000 sec): 3 clusters
  Score: Raw -1808677.548992 + Penalty 3124.854992 = -1805552.693999
  nChanged 12
		SP:Iteration 119Q (96194.200000 sec): 3 clusters
  Score: Raw -1808680.208909 + Penalty 3124.854992 = -1805555.353917
  nChanged 15
		SP:Iteration 120F (96194.480000 sec): 3 clusters
  Score: Raw -1808682.677418 + Penalty 3124.854992 = -1805557.822426
  nChanged 15
		SP:Iteration 121Q (96194.750000 sec): 3 clusters
  Score: Raw -1808685.942487 + Penalty 3124.854992 = -1805561.087494
  nChanged 11
		SP:Iteration 122Q (96195.030000 sec): 3 clusters
  Score: Raw -1808687.659215 + Penalty 3124.854992 = -1805562.804222
  nChanged 10
		SP:Iteration 123Q (96195.250000 sec): 3 clusters
  Score: Raw -1808689.433796 + Penalty 3124.854992 = -1805564.578804
  nChanged 9
		SP:Iteration 124Q (96195.490000 sec): 3 clusters
  Score: Raw -1808692.474968 + Penalty 3124.854992 = -1805567.619976
  nChanged 18
		SP:Iteration 125Q (96195.760000 sec): 3 clusters
  Score: Raw -1808696.962470 + Penalty 3124.854992 = -1805572.107478
  nChanged 20
		SP:Iteration 126Q (96196.030000 sec): 3 clusters
  Score: Raw -1808701.649824 + Penalty 3124.854992 = -1805576.794831
  nChanged 21
		SP:Iteration 127Q (96196.260000 sec): 3 clusters
  Score: Raw -1808707.316180 + Penalty 3124.854992 = -1805582.461188
  nChanged 25
		SP:Iteration 128Q (96196.490000 sec): 3 clusters
  Score: Raw -1808714.048056 + Penalty 3124.854992 = -1805589.193064
  nChanged 25
		SP:Iteration 129Q (96196.690000 sec): 3 clusters
  Score: Raw -1808718.749541 + Penalty 3124.854992 = -1805593.894549
  nChanged 18
		SP:Iteration 130Q (96196.970000 sec): 3 clusters
  Score: Raw -1808722.445975 + Penalty 3124.854992 = -1805597.590983
  nChanged 16
		SP:Iteration 131Q (96197.200000 sec): 3 clusters
  Score: Raw -1808726.006579 + Penalty 3124.854992 = -1805601.151587
  nChanged 11
		SP:Iteration 132Q (96197.470000 sec): 3 clusters
  Score: Raw -1808728.228554 + Penalty 3124.854992 = -1805603.373561
  nChanged 14
		SP:Iteration 133Q (96197.700000 sec): 3 clusters
  Score: Raw -1808730.859512 + Penalty 3124.854992 = -1805606.004520
  nChanged 11
		SP:Iteration 134Q (96197.970000 sec): 3 clusters
  Score: Raw -1808732.850156 + Penalty 3124.854992 = -1805607.995164
  nChanged 13
		SP:Iteration 135Q (96198.210000 sec): 3 clusters
  Score: Raw -1808735.629611 + Penalty 3124.854992 = -1805610.774618
  nChanged 20
		SP:Iteration 136Q (96198.480000 sec): 3 clusters
  Score: Raw -1808739.188595 + Penalty 3124.854992 = -1805614.333603
  nChanged 17
		SP:Iteration 137Q (96198.710000 sec): 3 clusters
  Score: Raw -1808741.684977 + Penalty 3124.854992 = -1805616.829985
  nChanged 9
		SP:Iteration 138Q (96198.980000 sec): 3 clusters
  Score: Raw -1808743.447554 + Penalty 3124.854992 = -1805618.592562
  nChanged 9
		SP:Iteration 139Q (96199.220000 sec): 3 clusters
  Score: Raw -1808746.077815 + Penalty 3124.854992 = -1805621.222823
  nChanged 19
		SP:Iteration 140F (96199.480000 sec): 3 clusters
  Score: Raw -1808750.880237 + Penalty 3124.854992 = -1805626.025245
  nChanged 19
		SP:Iteration 141Q (96199.720000 sec): 3 clusters
  Score: Raw -1808756.285753 + Penalty 3124.854992 = -1805631.430761
  nChanged 17
		SP:Iteration 142Q (96199.980000 sec): 3 clusters
  Score: Raw -1808761.839381 + Penalty 3124.854992 = -1805636.984389
  nChanged 11
		SP:Iteration 143Q (96200.260000 sec): 3 clusters
  Score: Raw -1808763.974094 + Penalty 3124.854992 = -1805639.119102
  nChanged 9
		SP:Iteration 144Q (96200.530000 sec): 3 clusters
  Score: Raw -1808765.429717 + Penalty 3124.854992 = -1805640.574725
  nChanged 8
		SP:Iteration 145Q (96200.800000 sec): 3 clusters
  Score: Raw -1808767.280210 + Penalty 3124.854992 = -1805642.425218
  nChanged 8
		SP:Iteration 146Q (96201.070000 sec): 3 clusters
  Score: Raw -1808768.997883 + Penalty 3124.854992 = -1805644.142890
  nChanged 6
		SP:Iteration 147Q (96201.340000 sec): 3 clusters
  Score: Raw -1808770.732425 + Penalty 3124.854992 = -1805645.877433
  nChanged 9
		SP:Iteration 148Q (96201.610000 sec): 3 clusters
  Score: Raw -1808772.279194 + Penalty 3124.854992 = -1805647.424201
  nChanged 7
		SP:Iteration 149Q (96201.880000 sec): 3 clusters
  Score: Raw -1808773.395836 + Penalty 3124.854992 = -1805648.540844
  nChanged 7
		SP:Iteration 150Q (96202.150000 sec): 3 clusters
  Score: Raw -1808775.033094 + Penalty 3124.854992 = -1805650.178102
  nChanged 9
		SP:Iteration 151Q (96202.420000 sec): 3 clusters
  Score: Raw -1808777.335512 + Penalty 3124.854992 = -1805652.480520
  nChanged 16
		SP:Iteration 152Q (96202.690000 sec): 3 clusters
  Score: Raw -1808781.260953 + Penalty 3124.854992 = -1805656.405961
  nChanged 11
		SP:Iteration 153Q (96202.960000 sec): 3 clusters
  Score: Raw -1808783.297999 + Penalty 3124.854992 = -1805658.443007
  nChanged 5
		SP:Iteration 154Q (96203.230000 sec): 3 clusters
  Score: Raw -1808785.343788 + Penalty 3124.854992 = -1805660.488795
  nChanged 8
		SP:Iteration 155Q (96203.500000 sec): 3 clusters
  Score: Raw -1808787.536985 + Penalty 3124.854992 = -1805662.681993
  nChanged 8
		SP:Iteration 156Q (96203.770000 sec): 3 clusters
  Score: Raw -1808789.947873 + Penalty 3124.854992 = -1805665.092881
  nChanged 9
		SP:Iteration 157Q (96204.040000 sec): 3 clusters
  Score: Raw -1808791.406509 + Penalty 3124.854992 = -1805666.551517
  nChanged 10
		SP:Iteration 158Q (96204.290000 sec): 3 clusters
  Score: Raw -1808793.805595 + Penalty 3124.854992 = -1805668.950603
  nChanged 9
		SP:Iteration 159Q (96204.550000 sec): 3 clusters
  Score: Raw -1808796.419235 + Penalty 3124.854992 = -1805671.564243
  nChanged 8
		SP:Iteration 160F (96204.820000 sec): 3 clusters
  Score: Raw -1808798.839699 + Penalty 3124.854992 = -1805673.984707
  nChanged 8
		SP:Iteration 161Q (96205.050000 sec): 3 clusters
  Score: Raw -1808800.294894 + Penalty 3124.854992 = -1805675.439902
  nChanged 5
		SP:Iteration 162Q (96205.280000 sec): 3 clusters
  Score: Raw -1808801.525623 + Penalty 3124.854992 = -1805676.670631
  nChanged 8
		SP:Iteration 163Q (96205.560000 sec): 3 clusters
  Score: Raw -1808804.476761 + Penalty 3124.854992 = -1805679.621769
  nChanged 10
		SP:Iteration 164Q (96205.790000 sec): 3 clusters
  Score: Raw -1808806.905320 + Penalty 3124.854992 = -1805682.050327
  nChanged 12
		SP:Iteration 165Q (96206.060000 sec): 3 clusters
  Score: Raw -1808809.870923 + Penalty 3124.854992 = -1805685.015930
  nChanged 14
		SP:Iteration 166Q (96206.290000 sec): 3 clusters
  Score: Raw -1808814.544871 + Penalty 3124.854992 = -1805689.689879
  nChanged 13
		SP:Iteration 167Q (96206.560000 sec): 3 clusters
  Score: Raw -1808819.489507 + Penalty 3124.854992 = -1805694.634514
  nChanged 16
		SP:Iteration 168Q (96206.800000 sec): 3 clusters
  Score: Raw -1808826.466139 + Penalty 3124.854992 = -1805701.611147
  nChanged 20
		SP:Iteration 169Q (96207.070000 sec): 3 clusters
  Score: Raw -1808834.249943 + Penalty 3124.854992 = -1805709.394951
  nChanged 22
		SP:Iteration 170Q (96207.300000 sec): 3 clusters
  Score: Raw -1808842.519182 + Penalty 3124.854992 = -1805717.664190
  nChanged 15
		SP:Iteration 171Q (96207.570000 sec): 3 clusters
  Score: Raw -1808847.230329 + Penalty 3124.854992 = -1805722.375337
  nChanged 12
		SP:Iteration 172Q (96207.800000 sec): 3 clusters
  Score: Raw -1808850.446699 + Penalty 3124.854992 = -1805725.591707
  nChanged 7
		SP:Iteration 173Q (96208.070000 sec): 3 clusters
  Score: Raw -1808852.372720 + Penalty 3124.854992 = -1805727.517728
  nChanged 6
		SP:Iteration 174Q (96208.300000 sec): 3 clusters
  Score: Raw -1808854.382953 + Penalty 3124.854992 = -1805729.527961
  nChanged 5
		SP:Iteration 175Q (96208.580000 sec): 3 clusters
  Score: Raw -1808855.783707 + Penalty 3124.854992 = -1805730.928714
  nChanged 7
		SP:Iteration 176Q (96208.810000 sec): 3 clusters
  Score: Raw -1808857.920901 + Penalty 3124.854992 = -1805733.065908
  nChanged 9
		SP:Iteration 177Q (96209.080000 sec): 3 clusters
  Score: Raw -1808861.123971 + Penalty 3124.854992 = -1805736.268979
  nChanged 11
		SP:Iteration 178Q (96209.310000 sec): 3 clusters
  Score: Raw -1808865.990696 + Penalty 3124.854992 = -1805741.135704
  nChanged 12
		SP:Iteration 179Q (96209.590000 sec): 3 clusters
  Score: Raw -1808870.218519 + Penalty 3124.854992 = -1805745.363527
  nChanged 13
		SP:Iteration 180F (96209.860000 sec): 3 clusters
  Score: Raw -1808873.903462 + Penalty 3124.854992 = -1805749.048470
  nChanged 11
		SP:Iteration 181Q (96210.090000 sec): 3 clusters
  Score: Raw -1808877.427106 + Penalty 3124.854992 = -1805752.572114
  nChanged 6
		SP:Iteration 182Q (96210.320000 sec): 3 clusters
  Score: Raw -1808879.427188 + Penalty 3124.854992 = -1805754.572195
  nChanged 7
		SP:Iteration 183Q (96210.600000 sec): 3 clusters
  Score: Raw -1808880.932636 + Penalty 3124.854992 = -1805756.077644
  nChanged 5
		SP:Iteration 184Q (96210.820000 sec): 3 clusters
  Score: Raw -1808882.624437 + Penalty 3124.854992 = -1805757.769445
  nChanged 9
		SP:Iteration 185Q (96211.100000 sec): 3 clusters
  Score: Raw -1808885.899774 + Penalty 3124.854992 = -1805761.044782
  nChanged 10
		SP:Iteration 186Q (96211.330000 sec): 3 clusters
  Score: Raw -1808888.257114 + Penalty 3124.854992 = -1805763.402122
  nChanged 6
		SP:Iteration 187Q (96211.560000 sec): 3 clusters
  Score: Raw -1808889.859424 + Penalty 3124.854992 = -1805765.004431
  nChanged 6
		SP:Iteration 188Q (96211.790000 sec): 3 clusters
  Score: Raw -1808891.850415 + Penalty 3124.854992 = -1805766.995423
  nChanged 7
		SP:Iteration 189Q (96212.020000 sec): 3 clusters
  Score: Raw -1808894.398413 + Penalty 3124.854992 = -1805769.543420
  nChanged 10
		SP:Iteration 190Q (96212.250000 sec): 3 clusters
  Score: Raw -1808898.116948 + Penalty 3124.854992 = -1805773.261955
  nChanged 8
		SP:Iteration 191Q (96212.480000 sec): 3 clusters
  Score: Raw -1808900.912876 + Penalty 3124.854992 = -1805776.057884
  nChanged 9
		SP:Iteration 192Q (96212.750000 sec): 3 clusters
  Score: Raw -1808905.570258 + Penalty 3124.854992 = -1805780.715266
  nChanged 11
		SP:Iteration 193Q (96212.920000 sec): 3 clusters
  Score: Raw -1808909.141663 + Penalty 3124.854992 = -1805784.286671
  nChanged 6
		SP:Iteration 194Q (96213.180000 sec): 3 clusters
  Score: Raw -1808910.989556 + Penalty 3124.854992 = -1805786.134564
  nChanged 9
		SP:Iteration 195Q (96213.410000 sec): 3 clusters
  Score: Raw -1808914.170075 + Penalty 3124.854992 = -1805789.315082
  nChanged 5
		SP:Iteration 196Q (96213.680000 sec): 3 clusters
  Score: Raw -1808914.780274 + Penalty 3124.854992 = -1805789.925282
  nChanged 1
		SP:Iteration 197Q (96213.910000 sec): 3 clusters
  Score: Raw -1808914.979343 + Penalty 3124.854992 = -1805790.124350
  nChanged 0
		SP:Iteration 198F (96214.180000 sec): 3 clusters
  Score: Raw -1808914.979343 + Penalty 3124.854992 = -1805790.124350
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 35 (2123 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (96214.260000 sec): 2 clusters
  Score: Raw -261728.316074 + Penalty 1244.845138 = -260483.470936
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (96214.430000 sec): 3 clusters
  Score: Raw -260778.218422 + Penalty 2489.690275 = -258288.528147
  nChanged 766
		SP:Iteration 1F (96214.610000 sec): 3 clusters
  Score: Raw -261264.484938 + Penalty 2489.690275 = -258774.794663
  nChanged 159
		SP:Iteration 2F (96214.780000 sec): 3 clusters
  Score: Raw -261372.065274 + Penalty 2489.690275 = -258882.374999
  nChanged 92
		SP:Iteration 3Q (96214.960000 sec): 3 clusters
  Score: Raw -261417.566451 + Penalty 2489.690275 = -258927.876176
  nChanged 62
		SP:Iteration 4Q (96215.140000 sec): 3 clusters
  Score: Raw -261450.107330 + Penalty 2489.690275 = -258960.417055
  nChanged 46
		SP:Iteration 5Q (96215.220000 sec): 3 clusters
  Score: Raw -261473.611677 + Penalty 2489.690275 = -258983.921402
  nChanged 34
		SP:Iteration 6Q (96215.260000 sec): 3 clusters
  Score: Raw -261491.156275 + Penalty 2489.690275 = -259001.466000
  nChanged 26
		SP:Iteration 7Q (96215.300000 sec): 3 clusters
  Score: Raw -261503.140263 + Penalty 2489.690275 = -259013.449988
  nChanged 25
		SP:Iteration 8Q (96215.340000 sec): 3 clusters
  Score: Raw -261515.628914 + Penalty 2489.690275 = -259025.938639
  nChanged 24
		SP:Iteration 9Q (96215.380000 sec): 3 clusters
  Score: Raw -261526.139464 + Penalty 2489.690275 = -259036.449189
  nChanged 17
		SP:Iteration 10Q (96215.420000 sec): 3 clusters
  Score: Raw -261534.915722 + Penalty 2489.690275 = -259045.225447
  nChanged 10
		SP:Iteration 11Q (96215.460000 sec): 3 clusters
  Score: Raw -261540.482787 + Penalty 2489.690275 = -259050.792512
  nChanged 15
		SP:Iteration 12Q (96215.510000 sec): 3 clusters
  Score: Raw -261545.223572 + Penalty 2489.690275 = -259055.533297
  nChanged 10
		SP:Iteration 13Q (96215.550000 sec): 3 clusters
  Score: Raw -261548.718035 + Penalty 2489.690275 = -259059.027759
  nChanged 5
		SP:Iteration 14Q (96215.590000 sec): 3 clusters
  Score: Raw -261550.753013 + Penalty 2489.690275 = -259061.062738
  nChanged 8
		SP:Iteration 15Q (96215.630000 sec): 3 clusters
  Score: Raw -261555.244622 + Penalty 2489.690275 = -259065.554347
  nChanged 10
		SP:Iteration 16Q (96215.670000 sec): 3 clusters
  Score: Raw -261559.210276 + Penalty 2489.690275 = -259069.520001
  nChanged 10
		SP:Iteration 17Q (96215.710000 sec): 3 clusters
  Score: Raw -261563.906761 + Penalty 2489.690275 = -259074.216485
  nChanged 12
		SP:Iteration 18Q (96215.750000 sec): 3 clusters
  Score: Raw -261568.252617 + Penalty 2489.690275 = -259078.562342
  nChanged 8
		SP:Iteration 19Q (96215.790000 sec): 3 clusters
  Score: Raw -261571.936794 + Penalty 2489.690275 = -259082.246519
  nChanged 9
		SP:Iteration 20F (96215.830000 sec): 3 clusters
  Score: Raw -261575.866628 + Penalty 2489.690275 = -259086.176353
  nChanged 4
		SP:Iteration 21Q (96215.870000 sec): 3 clusters
  Score: Raw -261577.515696 + Penalty 2489.690275 = -259087.825421
  nChanged 5
		SP:Iteration 22Q (96215.910000 sec): 3 clusters
  Score: Raw -261579.809145 + Penalty 2489.690275 = -259090.118870
  nChanged 5
		SP:Iteration 23Q (96215.950000 sec): 3 clusters
  Score: Raw -261581.059539 + Penalty 2489.690275 = -259091.369264
  nChanged 3
		SP:Iteration 24Q (96215.990000 sec): 3 clusters
  Score: Raw -261582.298527 + Penalty 2489.690275 = -259092.608252
  nChanged 3
		SP:Iteration 25Q (96216.040000 sec): 3 clusters
  Score: Raw -261583.987770 + Penalty 2489.690275 = -259094.297495
  nChanged 8
		SP:Iteration 26Q (96216.080000 sec): 3 clusters
  Score: Raw -261587.363943 + Penalty 2489.690275 = -259097.673668
  nChanged 9
		SP:Iteration 27Q (96216.120000 sec): 3 clusters
  Score: Raw -261592.200391 + Penalty 2489.690275 = -259102.510115
  nChanged 13
		SP:Iteration 28Q (96216.160000 sec): 3 clusters
  Score: Raw -261599.056016 + Penalty 2489.690275 = -259109.365741
  nChanged 11
		SP:Iteration 29Q (96216.200000 sec): 3 clusters
  Score: Raw -261603.990449 + Penalty 2489.690275 = -259114.300174
  nChanged 12
		SP:Iteration 30Q (96216.240000 sec): 3 clusters
  Score: Raw -261608.704722 + Penalty 2489.690275 = -259119.014447
  nChanged 11
		SP:Iteration 31Q (96216.280000 sec): 3 clusters
  Score: Raw -261612.936355 + Penalty 2489.690275 = -259123.246080
  nChanged 9
		SP:Iteration 32Q (96216.320000 sec): 3 clusters
  Score: Raw -261617.688406 + Penalty 2489.690275 = -259127.998131
  nChanged 9
		SP:Iteration 33Q (96216.360000 sec): 3 clusters
  Score: Raw -261622.492234 + Penalty 2489.690275 = -259132.801959
  nChanged 11
		SP:Iteration 34Q (96216.400000 sec): 3 clusters
  Score: Raw -261626.206590 + Penalty 2489.690275 = -259136.516315
  nChanged 6
		SP:Iteration 35Q (96216.440000 sec): 3 clusters
  Score: Raw -261629.872215 + Penalty 2489.690275 = -259140.181940
  nChanged 7
		SP:Iteration 36Q (96216.480000 sec): 3 clusters
  Score: Raw -261631.941821 + Penalty 2489.690275 = -259142.251546
  nChanged 9
		SP:Iteration 37Q (96216.520000 sec): 3 clusters
  Score: Raw -261636.302773 + Penalty 2489.690275 = -259146.612498
  nChanged 6
		SP:Iteration 38Q (96216.560000 sec): 3 clusters
  Score: Raw -261638.883825 + Penalty 2489.690275 = -259149.193550
  nChanged 6
		SP:Iteration 39Q (96216.600000 sec): 3 clusters
  Score: Raw -261641.243365 + Penalty 2489.690275 = -259151.553090
  nChanged 8
		SP:Iteration 40F (96216.640000 sec): 3 clusters
  Score: Raw -261645.825293 + Penalty 2489.690275 = -259156.135018
  nChanged 12
		SP:Iteration 41Q (96216.680000 sec): 3 clusters
  Score: Raw -261651.716082 + Penalty 2489.690275 = -259162.025807
  nChanged 9
		SP:Iteration 42Q (96216.720000 sec): 3 clusters
  Score: Raw -261657.164534 + Penalty 2489.690275 = -259167.474259
  nChanged 8
		SP:Iteration 43Q (96216.770000 sec): 3 clusters
  Score: Raw -261662.665588 + Penalty 2489.690275 = -259172.975312
  nChanged 12
		SP:Iteration 44Q (96216.810000 sec): 3 clusters
  Score: Raw -261668.668305 + Penalty 2489.690275 = -259178.978030
  nChanged 9
		SP:Iteration 45Q (96216.850000 sec): 3 clusters
  Score: Raw -261674.209942 + Penalty 2489.690275 = -259184.519667
  nChanged 8
		SP:Iteration 46Q (96216.890000 sec): 3 clusters
  Score: Raw -261677.946299 + Penalty 2489.690275 = -259188.256024
  nChanged 6
		SP:Iteration 47Q (96216.930000 sec): 3 clusters
  Score: Raw -261680.785449 + Penalty 2489.690275 = -259191.095174
  nChanged 6
		SP:Iteration 48Q (96216.970000 sec): 3 clusters
  Score: Raw -261682.788917 + Penalty 2489.690275 = -259193.098642
  nChanged 3
		SP:Iteration 49Q (96217.010000 sec): 3 clusters
  Score: Raw -261683.791066 + Penalty 2489.690275 = -259194.100791
  nChanged 3
		SP:Iteration 50Q (96217.050000 sec): 3 clusters
  Score: Raw -261685.150660 + Penalty 2489.690275 = -259195.460384
  nChanged 4
		SP:Iteration 51Q (96217.090000 sec): 3 clusters
  Score: Raw -261689.065662 + Penalty 2489.690275 = -259199.375387
  nChanged 6
		SP:Iteration 52Q (96217.130000 sec): 3 clusters
  Score: Raw -261691.264104 + Penalty 2489.690275 = -259201.573829
  nChanged 6
		SP:Iteration 53Q (96217.170000 sec): 3 clusters
  Score: Raw -261694.425845 + Penalty 2489.690275 = -259204.735570
  nChanged 5
		SP:Iteration 54Q (96217.210000 sec): 3 clusters
  Score: Raw -261696.021532 + Penalty 2489.690275 = -259206.331257
  nChanged 3
		SP:Iteration 55Q (96217.260000 sec): 3 clusters
  Score: Raw -261699.057210 + Penalty 2489.690275 = -259209.366935
  nChanged 2
		SP:Iteration 56Q (96217.300000 sec): 3 clusters
  Score: Raw -261699.761920 + Penalty 2489.690275 = -259210.071645
  nChanged 1
		SP:Iteration 57Q (96217.340000 sec): 3 clusters
  Score: Raw -261700.047480 + Penalty 2489.690275 = -259210.357205
  nChanged 0
		SP:Iteration 58F (96217.380000 sec): 3 clusters
  Score: Raw -261700.047480 + Penalty 2489.690275 = -259210.357205
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 36 (308 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (96217.410000 sec): 2 clusters
  Score: Raw -21944.410874 + Penalty 931.141215 = -21013.269659
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (96217.420000 sec): 3 clusters
  Score: Raw -22047.575982 + Penalty 1862.282429 = -20185.293552
  nChanged 72
		SP:Iteration 1F (96217.430000 sec): 3 clusters
  Score: Raw -22290.411562 + Penalty 1862.282429 = -20428.129132
  nChanged 23
		SP:Iteration 2F (96217.440000 sec): 3 clusters
  Score: Raw -22372.225366 + Penalty 1862.282429 = -20509.942936
  nChanged 7
		SP:Iteration 3Q (96217.450000 sec): 3 clusters
  Score: Raw -22401.912002 + Penalty 1862.282429 = -20539.629573
  nChanged 4
		SP:Iteration 4Q (96217.460000 sec): 3 clusters
  Score: Raw -22409.917764 + Penalty 1862.282429 = -20547.635334
  nChanged 2
		SP:Iteration 5Q (96217.460000 sec): 3 clusters
  Score: Raw -22412.914125 + Penalty 1862.282429 = -20550.631696
  nChanged 2
		SP:Iteration 6Q (96217.470000 sec): 3 clusters
  Score: Raw -22431.372695 + Penalty 1862.282429 = -20569.090266
  nChanged 2
		SP:Iteration 7Q (96217.480000 sec): 3 clusters
  Score: Raw -22448.894331 + Penalty 1862.282429 = -20586.611901
  nChanged 4
		SP:Iteration 8Q (96217.490000 sec): 3 clusters
  Score: Raw -22461.982543 + Penalty 1862.282429 = -20599.700113
  nChanged 4
		SP:Iteration 9Q (96217.490000 sec): 3 clusters
  Score: Raw -22473.446756 + Penalty 1862.282429 = -20611.164327
  nChanged 3
		SP:Iteration 10Q (96217.500000 sec): 3 clusters
  Score: Raw -22479.896542 + Penalty 1862.282429 = -20617.614112
  nChanged 4
		SP:Iteration 11Q (96217.510000 sec): 3 clusters
  Score: Raw -22489.972517 + Penalty 1862.282429 = -20627.690088
  nChanged 1
		SP:Iteration 12Q (96217.520000 sec): 3 clusters
  Score: Raw -22492.101650 + Penalty 1862.282429 = -20629.819221
  nChanged 0
		SP:Iteration 13F (96217.530000 sec): 3 clusters
  Score: Raw -22492.101650 + Penalty 1862.282429 = -20629.819221
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 37 (400 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (96217.560000 sec): 2 clusters
  Score: Raw -36679.319055 + Penalty 973.612989 = -35705.706066
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (96217.570000 sec): 3 clusters
  Score: Raw -36705.515126 + Penalty 1947.225978 = -34758.289148
  nChanged 81
		SP:Iteration 1F (96217.580000 sec): 3 clusters
  Score: Raw -36873.590415 + Penalty 1947.225978 = -34926.364438
  nChanged 28
		SP:Iteration 2F (96217.590000 sec): 3 clusters
  Score: Raw -36981.237807 + Penalty 1947.225978 = -35034.011829
  nChanged 30
		SP:Iteration 3F (96217.610000 sec): 3 clusters
  Score: Raw -37060.010093 + Penalty 1947.225978 = -35112.784115
  nChanged 17
		SP:Iteration 4Q (96217.610000 sec): 3 clusters
  Score: Raw -37115.791568 + Penalty 1947.225978 = -35168.565590
  nChanged 13
		SP:Iteration 5Q (96217.620000 sec): 3 clusters
  Score: Raw -37149.133077 + Penalty 1947.225978 = -35201.907099
  nChanged 8
		SP:Iteration 6Q (96217.630000 sec): 3 clusters
  Score: Raw -37171.910321 + Penalty 1947.225978 = -35224.684343
  nChanged 5
		SP:Iteration 7Q (96217.650000 sec): 3 clusters
  Score: Raw -37191.729875 + Penalty 1947.225978 = -35244.503897
  nChanged 4
		SP:Iteration 8Q (96217.650000 sec): 3 clusters
  Score: Raw -37201.757881 + Penalty 1947.225978 = -35254.531903
  nChanged 1
		SP:Iteration 9Q (96217.660000 sec): 3 clusters
  Score: Raw -37202.906159 + Penalty 1947.225978 = -35255.680181
  nChanged 0
		SP:Iteration 10F (96217.670000 sec): 3 clusters
  Score: Raw -37202.906159 + Penalty 1947.225978 = -35255.680181
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 38 (6074 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (96217.760000 sec): 2 clusters
  Score: Raw -736341.555007 + Penalty 1415.663055 = -734925.891952
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (96217.900000 sec): 3 clusters
  Score: Raw -733042.915109 + Penalty 2831.326110 = -730211.588999
  nChanged 2539
		SP:Iteration 1F (96218.000000 sec): 3 clusters
  Score: Raw -734375.849044 + Penalty 2831.326110 = -731544.522934
  nChanged 396
		SP:Iteration 2F (96218.190000 sec): 3 clusters
  Score: Raw -734592.615343 + Penalty 2831.326110 = -731761.289233
  nChanged 345
		SP:Iteration 3F (96218.400000 sec): 3 clusters
  Score: Raw -734762.364098 + Penalty 2831.326110 = -731931.037988
  nChanged 304
		SP:Iteration 4F (96218.530000 sec): 3 clusters
  Score: Raw -734924.384001 + Penalty 2831.326110 = -732093.057892
  nChanged 278
		SP:Iteration 5Q (96218.710000 sec): 3 clusters
  Score: Raw -735087.291462 + Penalty 2831.326110 = -732255.965352
  nChanged 268
		SP:Iteration 6Q (96218.870000 sec): 3 clusters
  Score: Raw -735253.395880 + Penalty 2831.326110 = -732422.069770
  nChanged 283
		SP:Iteration 7Q (96219.030000 sec): 3 clusters
  Score: Raw -735439.284591 + Penalty 2831.326110 = -732607.958481
  nChanged 303
		SP:Iteration 8Q (96219.200000 sec): 3 clusters
  Score: Raw -735663.716720 + Penalty 2831.326110 = -732832.390610
  nChanged 295
		SP:Iteration 9Q (96219.370000 sec): 3 clusters
  Score: Raw -735910.488100 + Penalty 2831.326110 = -733079.161990
  nChanged 276
		SP:Iteration 10Q (96219.530000 sec): 3 clusters
  Score: Raw -736140.743814 + Penalty 2831.326110 = -733309.417704
  nChanged 261
		SP:Iteration 11Q (96219.700000 sec): 3 clusters
  Score: Raw -736373.659554 + Penalty 2831.326110 = -733542.333444
  nChanged 221
		SP:Iteration 12Q (96219.860000 sec): 3 clusters
  Score: Raw -736628.567648 + Penalty 2831.326110 = -733797.241538
  nChanged 193
		SP:Iteration 13Q (96220.030000 sec): 3 clusters
  Score: Raw -736916.870949 + Penalty 2831.326110 = -734085.544839
  nChanged 142
		SP:Iteration 14Q (96220.190000 sec): 3 clusters
  Score: Raw -737140.403390 + Penalty 2831.326110 = -734309.077280
  nChanged 90
		SP:Iteration 15Q (96220.360000 sec): 3 clusters
  Score: Raw -737273.093363 + Penalty 2831.326110 = -734441.767253
  nChanged 53
		SP:Iteration 16Q (96220.530000 sec): 3 clusters
  Score: Raw -737316.727669 + Penalty 2831.326110 = -734485.401559
  nChanged 26
		SP:Iteration 17Q (96220.690000 sec): 3 clusters
  Score: Raw -737328.962213 + Penalty 2831.326110 = -734497.636103
  nChanged 21
		SP:Iteration 18Q (96220.860000 sec): 3 clusters
  Score: Raw -737337.773426 + Penalty 2831.326110 = -734506.447316
  nChanged 12
		SP:Iteration 19Q (96221.020000 sec): 3 clusters
  Score: Raw -737341.921818 + Penalty 2831.326110 = -734510.595708
  nChanged 8
		SP:Iteration 20F (96221.190000 sec): 3 clusters
  Score: Raw -737344.345845 + Penalty 2831.326110 = -734513.019735
  nChanged 4
		SP:Iteration 21Q (96221.350000 sec): 3 clusters
  Score: Raw -737345.234368 + Penalty 2831.326110 = -734513.908258
  nChanged 2
		SP:Iteration 22Q (96221.520000 sec): 3 clusters
  Score: Raw -737345.728134 + Penalty 2831.326110 = -734514.402024
  nChanged 4
		SP:Iteration 23Q (96221.730000 sec): 3 clusters
  Score: Raw -737347.507404 + Penalty 2831.326110 = -734516.181294
  nChanged 3
		SP:Iteration 24Q (96221.900000 sec): 3 clusters
  Score: Raw -737348.877786 + Penalty 2831.326110 = -734517.551677
  nChanged 4
		SP:Iteration 25Q (96222.060000 sec): 3 clusters
  Score: Raw -737349.769825 + Penalty 2831.326110 = -734518.443715
  nChanged 2
		SP:Iteration 26Q (96222.230000 sec): 3 clusters
  Score: Raw -737350.289733 + Penalty 2831.326110 = -734518.963624
  nChanged 0
		SP:Iteration 27F (96222.400000 sec): 3 clusters
  Score: Raw -737350.289733 + Penalty 2831.326110 = -734518.963624
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 39 (1190 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (96222.470000 sec): 2 clusters
  Score: Raw -142237.444223 + Penalty 1150.777645 = -141086.666578
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (96222.650000 sec): 3 clusters
  Score: Raw -141792.103690 + Penalty 2301.555290 = -139490.548399
  nChanged 368
		SP:Iteration 1F (96222.830000 sec): 3 clusters
  Score: Raw -142118.051420 + Penalty 2301.555290 = -139816.496130
  nChanged 107
		SP:Iteration 2F (96223.000000 sec): 3 clusters
  Score: Raw -142244.107146 + Penalty 2301.555290 = -139942.551855
  nChanged 69
		SP:Iteration 3F (96223.180000 sec): 3 clusters
  Score: Raw -142323.388837 + Penalty 2301.555290 = -140021.833547
  nChanged 46
		SP:Iteration 4Q (96223.350000 sec): 3 clusters
  Score: Raw -142371.190378 + Penalty 2301.555290 = -140069.635087
  nChanged 28
		SP:Iteration 5Q (96223.530000 sec): 3 clusters
  Score: Raw -142407.436874 + Penalty 2301.555290 = -140105.881583
  nChanged 28
		SP:Iteration 6Q (96223.710000 sec): 3 clusters
  Score: Raw -142442.485685 + Penalty 2301.555290 = -140140.930395
  nChanged 22
		SP:Iteration 7Q (96223.880000 sec): 3 clusters
  Score: Raw -142467.700821 + Penalty 2301.555290 = -140166.145531
  nChanged 21
		SP:Iteration 8Q (96224.060000 sec): 3 clusters
  Score: Raw -142495.124418 + Penalty 2301.555290 = -140193.569127
  nChanged 19
		SP:Iteration 9Q (96224.230000 sec): 3 clusters
  Score: Raw -142516.399497 + Penalty 2301.555290 = -140214.844206
  nChanged 17
		SP:Iteration 10Q (96224.400000 sec): 3 clusters
  Score: Raw -142537.432966 + Penalty 2301.555290 = -140235.877675
  nChanged 18
		SP:Iteration 11Q (96224.560000 sec): 3 clusters
  Score: Raw -142554.203028 + Penalty 2301.555290 = -140252.647737
  nChanged 12
		SP:Iteration 12Q (96224.730000 sec): 3 clusters
  Score: Raw -142565.066027 + Penalty 2301.555290 = -140263.510737
  nChanged 6
		SP:Iteration 13Q (96224.890000 sec): 3 clusters
  Score: Raw -142570.680572 + Penalty 2301.555290 = -140269.125282
  nChanged 4
		SP:Iteration 14Q (96225.050000 sec): 3 clusters
  Score: Raw -142572.120353 + Penalty 2301.555290 = -140270.565062
  nChanged 1
		SP:Iteration 15Q (96225.210000 sec): 3 clusters
  Score: Raw -142572.302199 + Penalty 2301.555290 = -140270.746908
  nChanged 1
		SP:Iteration 16Q (96225.380000 sec): 3 clusters
  Score: Raw -142572.583383 + Penalty 2301.555290 = -140271.028093
  nChanged 0
		SP:Iteration 17F (96225.540000 sec): 3 clusters
  Score: Raw -142572.583383 + Penalty 2301.555290 = -140271.028093
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 40 (3142 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (96225.650000 sec): 2 clusters
  Score: Raw -368730.213266 + Penalty 1308.549908 = -367421.663358
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (96225.810000 sec): 3 clusters
  Score: Raw -367199.122580 + Penalty 2617.099816 = -364582.022764
  nChanged 1259
		SP:Iteration 1F (96225.970000 sec): 3 clusters
  Score: Raw -367961.716405 + Penalty 2617.099816 = -365344.616589
  nChanged 276
		SP:Iteration 2F (96226.130000 sec): 3 clusters
  Score: Raw -368144.531096 + Penalty 2617.099816 = -365527.431280
  nChanged 192
		SP:Iteration 3F (96226.290000 sec): 3 clusters
  Score: Raw -368281.245400 + Penalty 2617.099816 = -365664.145584
  nChanged 149
		SP:Iteration 4Q (96226.450000 sec): 3 clusters
  Score: Raw -368407.499180 + Penalty 2617.099816 = -365790.399364
  nChanged 141
		SP:Iteration 5Q (96226.610000 sec): 3 clusters
  Score: Raw -368525.523764 + Penalty 2617.099816 = -365908.423948
  nChanged 123
		SP:Iteration 6Q (96226.770000 sec): 3 clusters
  Score: Raw -368632.837574 + Penalty 2617.099816 = -366015.737758
  nChanged 136
		SP:Iteration 7Q (96226.930000 sec): 3 clusters
  Score: Raw -368752.388773 + Penalty 2617.099816 = -366135.288957
  nChanged 132
		SP:Iteration 8Q (96227.090000 sec): 3 clusters
  Score: Raw -368853.035471 + Penalty 2617.099816 = -366235.935655
  nChanged 105
		SP:Iteration 9Q (96227.250000 sec): 3 clusters
  Score: Raw -368936.416546 + Penalty 2617.099816 = -366319.316730
  nChanged 94
		SP:Iteration 10Q (96227.410000 sec): 3 clusters
  Score: Raw -369019.112578 + Penalty 2617.099816 = -366402.012761
  nChanged 96
		SP:Iteration 11Q (96227.570000 sec): 3 clusters
  Score: Raw -369103.373386 + Penalty 2617.099816 = -366486.273570
  nChanged 100
		SP:Iteration 12Q (96227.730000 sec): 3 clusters
  Score: Raw -369183.466968 + Penalty 2617.099816 = -366566.367152
  nChanged 101
		SP:Iteration 13Q (96227.890000 sec): 3 clusters
  Score: Raw -369254.237919 + Penalty 2617.099816 = -366637.138103
  nChanged 71
		SP:Iteration 14Q (96228.050000 sec): 3 clusters
  Score: Raw -369293.794559 + Penalty 2617.099816 = -366676.694743
  nChanged 54
		SP:Iteration 15Q (96228.210000 sec): 3 clusters
  Score: Raw -369314.673064 + Penalty 2617.099816 = -366697.573247
  nChanged 21
		SP:Iteration 16Q (96228.370000 sec): 3 clusters
  Score: Raw -369325.563738 + Penalty 2617.099816 = -366708.463922
  nChanged 24
		SP:Iteration 17Q (96228.530000 sec): 3 clusters
  Score: Raw -369336.579042 + Penalty 2617.099816 = -366719.479226
  nChanged 27
		SP:Iteration 18Q (96228.690000 sec): 3 clusters
  Score: Raw -369347.587366 + Penalty 2617.099816 = -366730.487550
  nChanged 20
		SP:Iteration 19Q (96228.850000 sec): 3 clusters
  Score: Raw -369354.538668 + Penalty 2617.099816 = -366737.438852
  nChanged 13
		SP:Iteration 20F (96229.010000 sec): 3 clusters
  Score: Raw -369359.706972 + Penalty 2617.099816 = -366742.607156
  nChanged 14
		SP:Iteration 21Q (96229.170000 sec): 3 clusters
  Score: Raw -369367.271369 + Penalty 2617.099816 = -366750.171553
  nChanged 13
		SP:Iteration 22Q (96229.330000 sec): 3 clusters
  Score: Raw -369372.646339 + Penalty 2617.099816 = -366755.546523
  nChanged 11
		SP:Iteration 23Q (96229.530000 sec): 3 clusters
  Score: Raw -369376.696651 + Penalty 2617.099816 = -366759.596835
  nChanged 7
		SP:Iteration 24Q (96229.670000 sec): 3 clusters
  Score: Raw -369381.741846 + Penalty 2617.099816 = -366764.642030
  nChanged 12
		SP:Iteration 25Q (96229.810000 sec): 3 clusters
  Score: Raw -369388.030148 + Penalty 2617.099816 = -366770.930332
  nChanged 14
		SP:Iteration 26Q (96229.950000 sec): 3 clusters
  Score: Raw -369395.550698 + Penalty 2617.099816 = -366778.450882
  nChanged 11
		SP:Iteration 27Q (96230.100000 sec): 3 clusters
  Score: Raw -369401.301850 + Penalty 2617.099816 = -366784.202033
  nChanged 9
		SP:Iteration 28Q (96230.280000 sec): 3 clusters
  Score: Raw -369408.130448 + Penalty 2617.099816 = -366791.030632
  nChanged 11
		SP:Iteration 29Q (96230.450000 sec): 3 clusters
  Score: Raw -369412.194368 + Penalty 2617.099816 = -366795.094552
  nChanged 5
		SP:Iteration 30Q (96230.620000 sec): 3 clusters
  Score: Raw -369414.269818 + Penalty 2617.099816 = -366797.170002
  nChanged 1
		SP:Iteration 31Q (96230.780000 sec): 3 clusters
  Score: Raw -369414.517486 + Penalty 2617.099816 = -366797.417670
  nChanged 1
		SP:Iteration 32Q (96230.840000 sec): 3 clusters
  Score: Raw -369415.164539 + Penalty 2617.099816 = -366798.064723
  nChanged 2
		SP:Iteration 33Q (96230.890000 sec): 3 clusters
  Score: Raw -369415.876729 + Penalty 2617.099816 = -366798.776913
  nChanged 0
		SP:Iteration 34F (96230.950000 sec): 3 clusters
  Score: Raw -369415.876729 + Penalty 2617.099816 = -366798.776913
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 41 (168 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (96230.990000 sec): 2 clusters
  Score: Raw -8510.059370 + Penalty 832.644147 = -7677.415223
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (96231.000000 sec): 3 clusters
  Score: Raw -8632.235000 + Penalty 1665.288293 = -6966.946707
  nChanged 21
		SP:Iteration 1F (96231.000000 sec): 3 clusters
  Score: Raw -8735.051923 + Penalty 1665.288293 = -7069.763629
  nChanged 10
		SP:Iteration 2F (96231.010000 sec): 3 clusters
  Score: Raw -8805.158719 + Penalty 1665.288293 = -7139.870426
  nChanged 6
		SP:Iteration 3Q (96231.020000 sec): 3 clusters
  Score: Raw -8840.281612 + Penalty 1665.288293 = -7174.993318
  nChanged 2
		SP:Iteration 4Q (96231.030000 sec): 3 clusters
  Score: Raw -8854.389637 + Penalty 1665.288293 = -7189.101343
  nChanged 2
		SP:Iteration 5Q (96231.040000 sec): 3 clusters
  Score: Raw -8870.223419 + Penalty 1665.288293 = -7204.935126
  nChanged 0
		SP:Iteration 6F (96231.040000 sec): 3 clusters
  Score: Raw -8870.223419 + Penalty 1665.288293 = -7204.935126
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 42 (397 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (96231.070000 sec): 2 clusters
  Score: Raw -46596.631978 + Penalty 972.389646 = -45624.242332
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (96231.080000 sec): 3 clusters
  Score: Raw -46656.808734 + Penalty 1944.779291 = -44712.029443
  nChanged 96
		SP:Iteration 1F (96231.100000 sec): 3 clusters
  Score: Raw -46912.628535 + Penalty 1944.779291 = -44967.849244
  nChanged 36
		SP:Iteration 2F (96231.100000 sec): 3 clusters
  Score: Raw -47060.754494 + Penalty 1944.779291 = -45115.975202
  nChanged 19
		SP:Iteration 3Q (96231.110000 sec): 3 clusters
  Score: Raw -47155.853976 + Penalty 1944.779291 = -45211.074685
  nChanged 19
		SP:Iteration 4Q (96231.120000 sec): 3 clusters
  Score: Raw -47368.068475 + Penalty 1944.779291 = -45423.289184
  nChanged 9
		SP:Iteration 5Q (96231.130000 sec): 3 clusters
  Score: Raw -47401.294561 + Penalty 1944.779291 = -45456.515270
  nChanged 5
		SP:Iteration 6Q (96231.140000 sec): 3 clusters
  Score: Raw -47450.030034 + Penalty 1944.779291 = -45505.250742
  nChanged 6
		SP:Iteration 7Q (96231.140000 sec): 3 clusters
  Score: Raw -47481.505211 + Penalty 1944.779291 = -45536.725920
  nChanged 3
		SP:Iteration 8Q (96231.150000 sec): 3 clusters
  Score: Raw -47499.890815 + Penalty 1944.779291 = -45555.111524
  nChanged 1
		SP:Iteration 9Q (96231.160000 sec): 3 clusters
  Score: Raw -47501.395401 + Penalty 1944.779291 = -45556.616109
  nChanged 0
		SP:Iteration 10F (96231.170000 sec): 3 clusters
  Score: Raw -47501.395401 + Penalty 1944.779291 = -45556.616109
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 43 (1341 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (96231.220000 sec): 2 clusters
  Score: Raw -150801.794187 + Penalty 1170.190269 = -149631.603918
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (96231.250000 sec): 3 clusters
  Score: Raw -150359.405905 + Penalty 2340.380537 = -148019.025368
  nChanged 429
		SP:Iteration 1F (96231.280000 sec): 3 clusters
  Score: Raw -150714.564744 + Penalty 2340.380537 = -148374.184207
  nChanged 117
		SP:Iteration 2F (96231.320000 sec): 3 clusters
  Score: Raw -150859.847387 + Penalty 2340.380537 = -148519.466850
  nChanged 69
		SP:Iteration 3F (96231.390000 sec): 3 clusters
  Score: Raw -150964.330635 + Penalty 2340.380537 = -148623.950098
  nChanged 65
		SP:Iteration 4Q (96231.420000 sec): 3 clusters
  Score: Raw -151077.249286 + Penalty 2340.380537 = -148736.868749
  nChanged 67
		SP:Iteration 5Q (96231.460000 sec): 3 clusters
  Score: Raw -151169.861063 + Penalty 2340.380537 = -148829.480526
  nChanged 45
		SP:Iteration 6Q (96231.490000 sec): 3 clusters
  Score: Raw -151218.927670 + Penalty 2340.380537 = -148878.547133
  nChanged 32
		SP:Iteration 7Q (96231.520000 sec): 3 clusters
  Score: Raw -151256.134483 + Penalty 2340.380537 = -148915.753946
  nChanged 28
		SP:Iteration 8Q (96231.550000 sec): 3 clusters
  Score: Raw -151279.096432 + Penalty 2340.380537 = -148938.715895
  nChanged 13
		SP:Iteration 9Q (96231.580000 sec): 3 clusters
  Score: Raw -151288.098555 + Penalty 2340.380537 = -148947.718018
  nChanged 11
		SP:Iteration 10Q (96231.610000 sec): 3 clusters
  Score: Raw -151294.504441 + Penalty 2340.380537 = -148954.123904
  nChanged 6
		SP:Iteration 11Q (96231.640000 sec): 3 clusters
  Score: Raw -151298.457019 + Penalty 2340.380537 = -148958.076482
  nChanged 4
		SP:Iteration 12Q (96231.680000 sec): 3 clusters
  Score: Raw -151300.134745 + Penalty 2340.380537 = -148959.754208
  nChanged 5
		SP:Iteration 13Q (96231.710000 sec): 3 clusters
  Score: Raw -151304.233058 + Penalty 2340.380537 = -148963.852521
  nChanged 1
		SP:Iteration 14Q (96231.740000 sec): 3 clusters
  Score: Raw -151304.908519 + Penalty 2340.380537 = -148964.527982
  nChanged 1
		SP:Iteration 15Q (96231.770000 sec): 3 clusters
  Score: Raw -151305.053440 + Penalty 2340.380537 = -148964.672903
  nChanged 1
		SP:Iteration 16Q (96231.800000 sec): 3 clusters
  Score: Raw -151305.852479 + Penalty 2340.380537 = -148965.471942
  nChanged 1
		SP:Iteration 17Q (96231.830000 sec): 3 clusters
  Score: Raw -151306.919325 + Penalty 2340.380537 = -148966.538788
  nChanged 3
		SP:Iteration 18Q (96231.860000 sec): 3 clusters
  Score: Raw -151308.784402 + Penalty 2340.380537 = -148968.403865
  nChanged 1
		SP:Iteration 19Q (96231.900000 sec): 3 clusters
  Score: Raw -151309.603645 + Penalty 2340.380537 = -148969.223108
  nChanged 1
		SP:Iteration 20F (96231.930000 sec): 3 clusters
  Score: Raw -151309.847353 + Penalty 2340.380537 = -148969.466816
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 44 (3044 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (96232.000000 sec): 2 clusters
  Score: Raw -370479.717438 + Penalty 1303.400754 = -369176.316683
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (96232.050000 sec): 3 clusters
  Score: Raw -368983.825288 + Penalty 2606.801509 = -366377.023779
  nChanged 1133
		SP:Iteration 1F (96232.100000 sec): 3 clusters
  Score: Raw -369664.492986 + Penalty 2606.801509 = -367057.691477
  nChanged 236
		SP:Iteration 2F (96232.160000 sec): 3 clusters
  Score: Raw -369808.516437 + Penalty 2606.801509 = -367201.714929
  nChanged 169
		SP:Iteration 3F (96232.220000 sec): 3 clusters
  Score: Raw -369903.808344 + Penalty 2606.801509 = -367297.006835
  nChanged 117
		SP:Iteration 4Q (96232.280000 sec): 3 clusters
  Score: Raw -369969.838906 + Penalty 2606.801509 = -367363.037398
  nChanged 104
		SP:Iteration 5Q (96232.340000 sec): 3 clusters
  Score: Raw -370029.087344 + Penalty 2606.801509 = -367422.285835
  nChanged 98
		SP:Iteration 6Q (96232.390000 sec): 3 clusters
  Score: Raw -370079.068922 + Penalty 2606.801509 = -367472.267413
  nChanged 85
		SP:Iteration 7Q (96232.450000 sec): 3 clusters
  Score: Raw -370116.934247 + Penalty 2606.801509 = -367510.132738
  nChanged 63
		SP:Iteration 8Q (96232.510000 sec): 3 clusters
  Score: Raw -370152.418491 + Penalty 2606.801509 = -367545.616982
  nChanged 79
		SP:Iteration 9Q (96232.560000 sec): 3 clusters
  Score: Raw -370195.219000 + Penalty 2606.801509 = -367588.417491
  nChanged 80
		SP:Iteration 10Q (96232.620000 sec): 3 clusters
  Score: Raw -370238.329232 + Penalty 2606.801509 = -367631.527723
  nChanged 80
		SP:Iteration 11Q (96232.680000 sec): 3 clusters
  Score: Raw -370294.562381 + Penalty 2606.801509 = -367687.760872
  nChanged 74
		SP:Iteration 12Q (96232.740000 sec): 3 clusters
  Score: Raw -370340.286668 + Penalty 2606.801509 = -367733.485159
  nChanged 70
		SP:Iteration 13Q (96232.790000 sec): 3 clusters
  Score: Raw -370383.923925 + Penalty 2606.801509 = -367777.122416
  nChanged 81
		SP:Iteration 14Q (96232.850000 sec): 3 clusters
  Score: Raw -370444.526654 + Penalty 2606.801509 = -367837.725146
  nChanged 74
		SP:Iteration 15Q (96232.910000 sec): 3 clusters
  Score: Raw -370499.444159 + Penalty 2606.801509 = -367892.642650
  nChanged 79
		SP:Iteration 16Q (96232.970000 sec): 3 clusters
  Score: Raw -370562.736001 + Penalty 2606.801509 = -367955.934492
  nChanged 67
		SP:Iteration 17Q (96233.030000 sec): 3 clusters
  Score: Raw -370621.474227 + Penalty 2606.801509 = -368014.672719
  nChanged 79
		SP:Iteration 18Q (96233.090000 sec): 3 clusters
  Score: Raw -370696.703156 + Penalty 2606.801509 = -368089.901648
  nChanged 90
		SP:Iteration 19Q (96233.140000 sec): 3 clusters
  Score: Raw -370786.418796 + Penalty 2606.801509 = -368179.617287
  nChanged 80
		SP:Iteration 20F (96233.200000 sec): 3 clusters
  Score: Raw -370890.224593 + Penalty 2606.801509 = -368283.423085
  nChanged 93
		SP:Iteration 21Q (96233.260000 sec): 3 clusters
  Score: Raw -371007.092002 + Penalty 2606.801509 = -368400.290494
  nChanged 73
		SP:Iteration 22Q (96233.320000 sec): 3 clusters
  Score: Raw -371079.161190 + Penalty 2606.801509 = -368472.359682
  nChanged 50
		SP:Iteration 23Q (96233.370000 sec): 3 clusters
  Score: Raw -371127.110432 + Penalty 2606.801509 = -368520.308923
  nChanged 40
		SP:Iteration 24Q (96233.430000 sec): 3 clusters
  Score: Raw -371163.047046 + Penalty 2606.801509 = -368556.245537
  nChanged 27
		SP:Iteration 25Q (96233.490000 sec): 3 clusters
  Score: Raw -371187.414673 + Penalty 2606.801509 = -368580.613165
  nChanged 29
		SP:Iteration 26Q (96233.540000 sec): 3 clusters
  Score: Raw -371231.501109 + Penalty 2606.801509 = -368624.699601
  nChanged 35
		SP:Iteration 27Q (96233.600000 sec): 3 clusters
  Score: Raw -371274.355731 + Penalty 2606.801509 = -368667.554222
  nChanged 22
		SP:Iteration 28Q (96233.650000 sec): 3 clusters
  Score: Raw -371291.631037 + Penalty 2606.801509 = -368684.829529
  nChanged 16
		SP:Iteration 29Q (96233.700000 sec): 3 clusters
  Score: Raw -371304.711294 + Penalty 2606.801509 = -368697.909785
  nChanged 4
		SP:Iteration 30Q (96233.760000 sec): 3 clusters
  Score: Raw -371307.226430 + Penalty 2606.801509 = -368700.424921
  nChanged 3
		SP:Iteration 31Q (96233.810000 sec): 3 clusters
  Score: Raw -371308.084676 + Penalty 2606.801509 = -368701.283167
  nChanged 1
		SP:Iteration 32Q (96233.860000 sec): 3 clusters
  Score: Raw -371308.401290 + Penalty 2606.801509 = -368701.599781
  nChanged 1
		SP:Iteration 33Q (96233.920000 sec): 3 clusters
  Score: Raw -371308.607037 + Penalty 2606.801509 = -368701.805528
  nChanged 0
		SP:Iteration 34F (96233.980000 sec): 3 clusters
  Score: Raw -371308.607037 + Penalty 2606.801509 = -368701.805528
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 45 (1578 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (96234.050000 sec): 2 clusters
  Score: Raw -176136.888203 + Penalty 1196.635944 = -174940.252259
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (96234.230000 sec): 3 clusters
  Score: Raw -175547.468790 + Penalty 2393.271888 = -173154.196902
  nChanged 552
		SP:Iteration 1F (96234.400000 sec): 3 clusters
  Score: Raw -175929.300349 + Penalty 2393.271888 = -173536.028461
  nChanged 118
		SP:Iteration 2F (96234.580000 sec): 3 clusters
  Score: Raw -176034.418127 + Penalty 2393.271888 = -173641.146239
  nChanged 92
		SP:Iteration 3F (96234.760000 sec): 3 clusters
  Score: Raw -176101.218665 + Penalty 2393.271888 = -173707.946777
  nChanged 53
		SP:Iteration 4Q (96234.920000 sec): 3 clusters
  Score: Raw -176153.713763 + Penalty 2393.271888 = -173760.441875
  nChanged 45
		SP:Iteration 5Q (96234.960000 sec): 3 clusters
  Score: Raw -176198.235144 + Penalty 2393.271888 = -173804.963256
  nChanged 38
		SP:Iteration 6Q (96234.990000 sec): 3 clusters
  Score: Raw -176229.815166 + Penalty 2393.271888 = -173836.543278
  nChanged 39
		SP:Iteration 7Q (96235.020000 sec): 3 clusters
  Score: Raw -176261.645469 + Penalty 2393.271888 = -173868.373581
  nChanged 37
		SP:Iteration 8Q (96235.060000 sec): 3 clusters
  Score: Raw -176299.236912 + Penalty 2393.271888 = -173905.965024
  nChanged 41
		SP:Iteration 9Q (96235.090000 sec): 3 clusters
  Score: Raw -176330.269502 + Penalty 2393.271888 = -173936.997614
  nChanged 24
		SP:Iteration 10Q (96235.120000 sec): 3 clusters
  Score: Raw -176348.069839 + Penalty 2393.271888 = -173954.797951
  nChanged 17
		SP:Iteration 11Q (96235.160000 sec): 3 clusters
  Score: Raw -176362.201115 + Penalty 2393.271888 = -173968.929227
  nChanged 12
		SP:Iteration 12Q (96235.190000 sec): 3 clusters
  Score: Raw -176371.107827 + Penalty 2393.271888 = -173977.835939
  nChanged 13
		SP:Iteration 13Q (96235.220000 sec): 3 clusters
  Score: Raw -176380.072799 + Penalty 2393.271888 = -173986.800911
  nChanged 16
		SP:Iteration 14Q (96235.260000 sec): 3 clusters
  Score: Raw -176391.635433 + Penalty 2393.271888 = -173998.363545
  nChanged 15
		SP:Iteration 15Q (96235.290000 sec): 3 clusters
  Score: Raw -176406.257893 + Penalty 2393.271888 = -174012.986005
  nChanged 13
		SP:Iteration 16Q (96235.320000 sec): 3 clusters
  Score: Raw -176411.055836 + Penalty 2393.271888 = -174017.783948
  nChanged 9
		SP:Iteration 17Q (96235.350000 sec): 3 clusters
  Score: Raw -176416.121484 + Penalty 2393.271888 = -174022.849596
  nChanged 8
		SP:Iteration 18Q (96235.380000 sec): 3 clusters
  Score: Raw -176420.808370 + Penalty 2393.271888 = -174027.536482
  nChanged 8
		SP:Iteration 19Q (96235.420000 sec): 3 clusters
  Score: Raw -176425.929024 + Penalty 2393.271888 = -174032.657136
  nChanged 9
		SP:Iteration 20F (96235.450000 sec): 3 clusters
  Score: Raw -176431.792867 + Penalty 2393.271888 = -174038.520979
  nChanged 5
		SP:Iteration 21Q (96235.480000 sec): 3 clusters
  Score: Raw -176434.687276 + Penalty 2393.271888 = -174041.415388
  nChanged 5
		SP:Iteration 22Q (96235.520000 sec): 3 clusters
  Score: Raw -176437.879869 + Penalty 2393.271888 = -174044.607981
  nChanged 1
		SP:Iteration 23Q (96235.550000 sec): 3 clusters
  Score: Raw -176440.092310 + Penalty 2393.271888 = -174046.820422
  nChanged 4
		SP:Iteration 24Q (96235.580000 sec): 3 clusters
  Score: Raw -176442.231225 + Penalty 2393.271888 = -174048.959337
  nChanged 3
		SP:Iteration 25Q (96235.610000 sec): 3 clusters
  Score: Raw -176444.086725 + Penalty 2393.271888 = -174050.814837
  nChanged 4
		SP:Iteration 26Q (96235.650000 sec): 3 clusters
  Score: Raw -176446.298246 + Penalty 2393.271888 = -174053.026358
  nChanged 1
		SP:Iteration 27Q (96235.680000 sec): 3 clusters
  Score: Raw -176446.973408 + Penalty 2393.271888 = -174053.701520
  nChanged 2
		SP:Iteration 28Q (96235.710000 sec): 3 clusters
  Score: Raw -176447.941372 + Penalty 2393.271888 = -174054.669484
  nChanged 0
		SP:Iteration 29F (96235.740000 sec): 3 clusters
  Score: Raw -176447.941372 + Penalty 2393.271888 = -174054.669484
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 46 (21441 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (96235.960000 sec): 2 clusters
  Score: Raw -2483968.493070 + Penalty 1620.622292 = -2482347.870778
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (96236.220000 sec): 3 clusters
  Score: Raw -2471035.904483 + Penalty 3241.244583 = -2467794.659899
  nChanged 9631
		SP:Iteration 1F (96236.540000 sec): 3 clusters
  Score: Raw -2476272.547585 + Penalty 3241.244583 = -2473031.303002
  nChanged 1183
		SP:Iteration 2F (96236.890000 sec): 3 clusters
  Score: Raw -2476864.401257 + Penalty 3241.244583 = -2473623.156674
  nChanged 1249
		SP:Iteration 3F (96237.240000 sec): 3 clusters
  Score: Raw -2477659.194116 + Penalty 3241.244583 = -2474417.949533
  nChanged 1452
		SP:Iteration 4F (96237.590000 sec): 3 clusters
  Score: Raw -2478790.124531 + Penalty 3241.244583 = -2475548.879948
  nChanged 1672
		SP:Iteration 5F (96237.890000 sec): 3 clusters
  Score: Raw -2480283.430852 + Penalty 3241.244583 = -2477042.186269
  nChanged 1684
		SP:Iteration 6F (96238.200000 sec): 3 clusters
  Score: Raw -2481704.747458 + Penalty 3241.244583 = -2478463.502875
  nChanged 1385
		SP:Iteration 7F (96238.550000 sec): 3 clusters
  Score: Raw -2482720.380883 + Penalty 3241.244583 = -2479479.136300
  nChanged 1101
		SP:Iteration 8F (96238.820000 sec): 3 clusters
  Score: Raw -2483434.375656 + Penalty 3241.244583 = -2480193.131072
  nChanged 753
		SP:Iteration 9Q (96239.160000 sec): 3 clusters
  Score: Raw -2483875.023981 + Penalty 3241.244583 = -2480633.779398
  nChanged 524
		SP:Iteration 10Q (96239.460000 sec): 3 clusters
  Score: Raw -2484128.279546 + Penalty 3241.244583 = -2480887.034963
  nChanged 406
		SP:Iteration 11Q (96239.840000 sec): 3 clusters
  Score: Raw -2484327.510003 + Penalty 3241.244583 = -2481086.265420
  nChanged 329
		SP:Iteration 12Q (96240.120000 sec): 3 clusters
  Score: Raw -2484453.063600 + Penalty 3241.244583 = -2481211.819016
  nChanged 261
		SP:Iteration 13Q (96240.430000 sec): 3 clusters
  Score: Raw -2484537.948723 + Penalty 3241.244583 = -2481296.704139
  nChanged 203
		SP:Iteration 14Q (96240.670000 sec): 3 clusters
  Score: Raw -2484597.820957 + Penalty 3241.244583 = -2481356.576373
  nChanged 169
		SP:Iteration 15Q (96241.000000 sec): 3 clusters
  Score: Raw -2484640.647148 + Penalty 3241.244583 = -2481399.402565
  nChanged 140
		SP:Iteration 16Q (96241.300000 sec): 3 clusters
  Score: Raw -2484668.418497 + Penalty 3241.244583 = -2481427.173914
  nChanged 101
		SP:Iteration 17Q (96241.610000 sec): 3 clusters
  Score: Raw -2484686.654707 + Penalty 3241.244583 = -2481445.410124
  nChanged 78
		SP:Iteration 18Q (96241.960000 sec): 3 clusters
  Score: Raw -2484699.487414 + Penalty 3241.244583 = -2481458.242831
  nChanged 70
		SP:Iteration 19Q (96242.260000 sec): 3 clusters
  Score: Raw -2484708.510219 + Penalty 3241.244583 = -2481467.265636
  nChanged 51
		SP:Iteration 20F (96242.600000 sec): 3 clusters
  Score: Raw -2484714.181087 + Penalty 3241.244583 = -2481472.936504
  nChanged 50
		SP:Iteration 21Q (96242.920000 sec): 3 clusters
  Score: Raw -2484720.553135 + Penalty 3241.244583 = -2481479.308551
  nChanged 45
		SP:Iteration 22Q (96243.220000 sec): 3 clusters
  Score: Raw -2484725.098698 + Penalty 3241.244583 = -2481483.854115
  nChanged 55
		SP:Iteration 23Q (96243.530000 sec): 3 clusters
  Score: Raw -2484731.514022 + Penalty 3241.244583 = -2481490.269439
  nChanged 52
		SP:Iteration 24Q (96243.830000 sec): 3 clusters
  Score: Raw -2484737.235599 + Penalty 3241.244583 = -2481495.991016
  nChanged 41
		SP:Iteration 25Q (96244.140000 sec): 3 clusters
  Score: Raw -2484741.534721 + Penalty 3241.244583 = -2481500.290138
  nChanged 40
		SP:Iteration 26Q (96244.420000 sec): 3 clusters
  Score: Raw -2484745.309240 + Penalty 3241.244583 = -2481504.064657
  nChanged 32
		SP:Iteration 27Q (96244.730000 sec): 3 clusters
  Score: Raw -2484748.472565 + Penalty 3241.244583 = -2481507.227982
  nChanged 22
		SP:Iteration 28Q (96245.030000 sec): 3 clusters
  Score: Raw -2484750.263849 + Penalty 3241.244583 = -2481509.019266
  nChanged 21
		SP:Iteration 29Q (96245.320000 sec): 3 clusters
  Score: Raw -2484752.013067 + Penalty 3241.244583 = -2481510.768483
  nChanged 10
		SP:Iteration 30Q (96245.590000 sec): 3 clusters
  Score: Raw -2484752.799375 + Penalty 3241.244583 = -2481511.554792
  nChanged 8
		SP:Iteration 31Q (96245.900000 sec): 3 clusters
  Score: Raw -2484753.284347 + Penalty 3241.244583 = -2481512.039764
  nChanged 6
		SP:Iteration 32Q (96246.200000 sec): 3 clusters
  Score: Raw -2484753.700861 + Penalty 3241.244583 = -2481512.456278
  nChanged 4
		SP:Iteration 33Q (96246.500000 sec): 3 clusters
  Score: Raw -2484753.951975 + Penalty 3241.244583 = -2481512.707392
  nChanged 6
		SP:Iteration 34Q (96246.850000 sec): 3 clusters
  Score: Raw -2484754.282798 + Penalty 3241.244583 = -2481513.038215
  nChanged 3
		SP:Iteration 35Q (96247.160000 sec): 3 clusters
  Score: Raw -2484754.532179 + Penalty 3241.244583 = -2481513.287596
  nChanged 7
		SP:Iteration 36Q (96247.460000 sec): 3 clusters
  Score: Raw -2484755.038049 + Penalty 3241.244583 = -2481513.793466
  nChanged 6
		SP:Iteration 37Q (96247.770000 sec): 3 clusters
  Score: Raw -2484755.432107 + Penalty 3241.244583 = -2481514.187524
  nChanged 5
		SP:Iteration 38Q (96248.070000 sec): 3 clusters
  Score: Raw -2484755.745511 + Penalty 3241.244583 = -2481514.500928
  nChanged 4
		SP:Iteration 39Q (96248.380000 sec): 3 clusters
  Score: Raw -2484755.940109 + Penalty 3241.244583 = -2481514.695525
  nChanged 3
		SP:Iteration 40F (96248.680000 sec): 3 clusters
  Score: Raw -2484756.110536 + Penalty 3241.244583 = -2481514.865953
  nChanged 1
		SP:Iteration 41Q (96248.990000 sec): 3 clusters
  Score: Raw -2484756.167458 + Penalty 3241.244583 = -2481514.922875
  nChanged 1
		SP:Iteration 42Q (96249.290000 sec): 3 clusters
  Score: Raw -2484756.211828 + Penalty 3241.244583 = -2481514.967245
  nChanged 1
		SP:Iteration 43Q (96249.600000 sec): 3 clusters
  Score: Raw -2484756.241577 + Penalty 3241.244583 = -2481514.996994
  nChanged 1
		SP:Iteration 44Q (96249.900000 sec): 3 clusters
  Score: Raw -2484756.302635 + Penalty 3241.244583 = -2481515.058052
  nChanged 1
		SP:Iteration 45Q (96250.210000 sec): 3 clusters
  Score: Raw -2484756.343737 + Penalty 3241.244583 = -2481515.099153
  nChanged 2
		SP:Iteration 46Q (96250.510000 sec): 3 clusters
  Score: Raw -2484756.428627 + Penalty 3241.244583 = -2481515.184044
  nChanged 2
		SP:Iteration 47Q (96250.820000 sec): 3 clusters
  Score: Raw -2484756.534964 + Penalty 3241.244583 = -2481515.290381
  nChanged 5
		SP:Iteration 48Q (96251.120000 sec): 3 clusters
  Score: Raw -2484756.868031 + Penalty 3241.244583 = -2481515.623448
  nChanged 7
		SP:Iteration 49Q (96251.430000 sec): 3 clusters
  Score: Raw -2484757.183507 + Penalty 3241.244583 = -2481515.938924
  nChanged 4
		SP:Iteration 50Q (96251.740000 sec): 3 clusters
  Score: Raw -2484757.376662 + Penalty 3241.244583 = -2481516.132079
  nChanged 3
		SP:Iteration 51Q (96252.040000 sec): 3 clusters
  Score: Raw -2484757.563280 + Penalty 3241.244583 = -2481516.318697
  nChanged 3
		SP:Iteration 52Q (96252.350000 sec): 3 clusters
  Score: Raw -2484757.689661 + Penalty 3241.244583 = -2481516.445078
  nChanged 0
		SP:Iteration 53F (96252.650000 sec): 3 clusters
  Score: Raw -2484757.689661 + Penalty 3241.244583 = -2481516.445078
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 47 (1060 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (96252.750000 sec): 2 clusters
  Score: Raw -138312.137852 + Penalty 1131.978930 = -137180.158921
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (96252.920000 sec): 3 clusters
  Score: Raw -137938.603495 + Penalty 2263.957861 = -135674.645634
  nChanged 328
		SP:Iteration 1F (96253.100000 sec): 3 clusters
  Score: Raw -138253.895917 + Penalty 2263.957861 = -135989.938056
  nChanged 98
		SP:Iteration 2F (96253.280000 sec): 3 clusters
  Score: Raw -138419.375096 + Penalty 2263.957861 = -136155.417235
  nChanged 75
		SP:Iteration 3F (96253.450000 sec): 3 clusters
  Score: Raw -138534.449576 + Penalty 2263.957861 = -136270.491716
  nChanged 55
		SP:Iteration 4F (96253.630000 sec): 3 clusters
  Score: Raw -138591.688286 + Penalty 2263.957861 = -136327.730425
  nChanged 36
		SP:Iteration 5Q (96253.800000 sec): 3 clusters
  Score: Raw -138635.628158 + Penalty 2263.957861 = -136371.670297
  nChanged 21
		SP:Iteration 6Q (96253.980000 sec): 3 clusters
  Score: Raw -138650.004387 + Penalty 2263.957861 = -136386.046526
  nChanged 10
		SP:Iteration 7Q (96254.160000 sec): 3 clusters
  Score: Raw -138658.052453 + Penalty 2263.957861 = -136394.094593
  nChanged 12
		SP:Iteration 8Q (96254.330000 sec): 3 clusters
  Score: Raw -138668.227232 + Penalty 2263.957861 = -136404.269371
  nChanged 6
		SP:Iteration 9Q (96254.510000 sec): 3 clusters
  Score: Raw -138673.841687 + Penalty 2263.957861 = -136409.883826
  nChanged 2
		SP:Iteration 10Q (96254.680000 sec): 3 clusters
  Score: Raw -138674.905527 + Penalty 2263.957861 = -136410.947666
  nChanged 2
		SP:Iteration 11Q (96254.860000 sec): 3 clusters
  Score: Raw -138675.812768 + Penalty 2263.957861 = -136411.854908
  nChanged 1
		SP:Iteration 12Q (96255.040000 sec): 3 clusters
  Score: Raw -138676.547297 + Penalty 2263.957861 = -136412.589436
  nChanged 0
		SP:Iteration 13F (96255.210000 sec): 3 clusters
  Score: Raw -138676.547297 + Penalty 2263.957861 = -136412.589436
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 48 (221 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (96255.300000 sec): 2 clusters
  Score: Raw -16621.085114 + Penalty 877.201439 = -15743.883675
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (96255.470000 sec): 3 clusters
  Score: Raw -16752.972061 + Penalty 1754.402878 = -14998.569183
  nChanged 33
		SP:Iteration 1F (96255.650000 sec): 3 clusters
  Score: Raw -16850.179017 + Penalty 1754.402878 = -15095.776139
  nChanged 9
		SP:Iteration 2Q (96255.820000 sec): 3 clusters
  Score: Raw -16878.818649 + Penalty 1754.402878 = -15124.415771
  nChanged 3
		SP:Iteration 3Q (96256.000000 sec): 3 clusters
  Score: Raw -16890.171914 + Penalty 1754.402878 = -15135.769036
  nChanged 3
		SP:Iteration 4Q (96256.180000 sec): 3 clusters
  Score: Raw -16899.567595 + Penalty 1754.402878 = -15145.164717
  nChanged 3
		SP:Iteration 5Q (96256.350000 sec): 3 clusters
  Score: Raw -16911.332937 + Penalty 1754.402878 = -15156.930059
  nChanged 3
		SP:Iteration 6Q (96256.530000 sec): 3 clusters
  Score: Raw -16919.115409 + Penalty 1754.402878 = -15164.712531
  nChanged 3
		SP:Iteration 7Q (96256.700000 sec): 3 clusters
  Score: Raw -16944.943580 + Penalty 1754.402878 = -15190.540702
  nChanged 6
		SP:Iteration 8Q (96256.880000 sec): 3 clusters
  Score: Raw -17002.609762 + Penalty 1754.402878 = -15248.206884
  nChanged 8
		SP:Iteration 9Q (96257.060000 sec): 3 clusters
  Score: Raw -17038.782414 + Penalty 1754.402878 = -15284.379536
  nChanged 4
		SP:Iteration 10Q (96257.230000 sec): 3 clusters
  Score: Raw -17100.370207 + Penalty 1754.402878 = -15345.967329
  nChanged 5
		SP:Iteration 11Q (96257.410000 sec): 3 clusters
  Score: Raw -17116.109285 + Penalty 1754.402878 = -15361.706407
  nChanged 1
		SP:Iteration 12Q (96257.580000 sec): 3 clusters
  Score: Raw -17119.472171 + Penalty 1754.402878 = -15365.069293
  nChanged 1
		SP:Iteration 13Q (96257.760000 sec): 3 clusters
  Score: Raw -17126.256375 + Penalty 1754.402878 = -15371.853497
  nChanged 0
		SP:Iteration 14F (96257.940000 sec): 3 clusters
  Score: Raw -17126.256375 + Penalty 1754.402878 = -15371.853497
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 49 (17049 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (96258.130000 sec): 2 clusters
  Score: Raw -2059382.031380 + Penalty 1583.375110 = -2057798.656270
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (96258.490000 sec): 3 clusters
  Score: Raw -2049191.685618 + Penalty 3166.750220 = -2046024.935399
  nChanged 7721
		SP:Iteration 1F (96258.780000 sec): 3 clusters
  Score: Raw -2053630.393243 + Penalty 3166.750220 = -2050463.643023
  nChanged 1113
		SP:Iteration 2F (96259.130000 sec): 3 clusters
  Score: Raw -2054334.096536 + Penalty 3166.750220 = -2051167.346317
  nChanged 1189
		SP:Iteration 3F (96259.420000 sec): 3 clusters
  Score: Raw -2055190.704050 + Penalty 3166.750220 = -2052023.953830
  nChanged 1269
		SP:Iteration 4F (96259.620000 sec): 3 clusters
  Score: Raw -2056129.188780 + Penalty 3166.750220 = -2052962.438560
  nChanged 1228
		SP:Iteration 5F (96259.830000 sec): 3 clusters
  Score: Raw -2056958.156474 + Penalty 3166.750220 = -2053791.406254
  nChanged 1056
		SP:Iteration 6F (96260.080000 sec): 3 clusters
  Score: Raw -2057621.776998 + Penalty 3166.750220 = -2054455.026778
  nChanged 867
		SP:Iteration 7F (96260.280000 sec): 3 clusters
  Score: Raw -2058129.572777 + Penalty 3166.750220 = -2054962.822557
  nChanged 701
		SP:Iteration 8Q (96260.500000 sec): 3 clusters
  Score: Raw -2058515.974206 + Penalty 3166.750220 = -2055349.223986
  nChanged 593
		SP:Iteration 9Q (96260.820000 sec): 3 clusters
  Score: Raw -2058861.506592 + Penalty 3166.750220 = -2055694.756372
  nChanged 544
		SP:Iteration 10Q (96261.120000 sec): 3 clusters
  Score: Raw -2059207.214251 + Penalty 3166.750220 = -2056040.464031
  nChanged 468
		SP:Iteration 11Q (96261.420000 sec): 3 clusters
  Score: Raw -2059519.607128 + Penalty 3166.750220 = -2056352.856909
  nChanged 424
		SP:Iteration 12Q (96261.710000 sec): 3 clusters
  Score: Raw -2059770.308712 + Penalty 3166.750220 = -2056603.558492
  nChanged 361
		SP:Iteration 13Q (96262.010000 sec): 3 clusters
  Score: Raw -2059967.093185 + Penalty 3166.750220 = -2056800.342965
  nChanged 277
		SP:Iteration 14Q (96262.310000 sec): 3 clusters
  Score: Raw -2060115.639654 + Penalty 3166.750220 = -2056948.889434
  nChanged 239
		SP:Iteration 15Q (96262.610000 sec): 3 clusters
  Score: Raw -2060247.436613 + Penalty 3166.750220 = -2057080.686393
  nChanged 210
		SP:Iteration 16Q (96262.910000 sec): 3 clusters
  Score: Raw -2060358.469726 + Penalty 3166.750220 = -2057191.719507
  nChanged 187
		SP:Iteration 17Q (96263.220000 sec): 3 clusters
  Score: Raw -2060441.942190 + Penalty 3166.750220 = -2057275.191971
  nChanged 164
		SP:Iteration 18Q (96263.520000 sec): 3 clusters
  Score: Raw -2060525.870864 + Penalty 3166.750220 = -2057359.120644
  nChanged 162
		SP:Iteration 19Q (96263.820000 sec): 3 clusters
  Score: Raw -2060602.800296 + Penalty 3166.750220 = -2057436.050077
  nChanged 151
		SP:Iteration 20F (96264.120000 sec): 3 clusters
  Score: Raw -2060661.921809 + Penalty 3166.750220 = -2057495.171589
  nChanged 123
		SP:Iteration 21Q (96264.420000 sec): 3 clusters
  Score: Raw -2060698.694512 + Penalty 3166.750220 = -2057531.944292
  nChanged 86
		SP:Iteration 22Q (96264.720000 sec): 3 clusters
  Score: Raw -2060722.812502 + Penalty 3166.750220 = -2057556.062282
  nChanged 63
		SP:Iteration 23Q (96265.020000 sec): 3 clusters
  Score: Raw -2060738.287936 + Penalty 3166.750220 = -2057571.537716
  nChanged 51
		SP:Iteration 24Q (96265.320000 sec): 3 clusters
  Score: Raw -2060748.313747 + Penalty 3166.750220 = -2057581.563527
  nChanged 37
		SP:Iteration 25Q (96265.620000 sec): 3 clusters
  Score: Raw -2060753.900412 + Penalty 3166.750220 = -2057587.150193
  nChanged 33
		SP:Iteration 26Q (96265.840000 sec): 3 clusters
  Score: Raw -2060760.536672 + Penalty 3166.750220 = -2057593.786452
  nChanged 39
		SP:Iteration 27Q (96266.130000 sec): 3 clusters
  Score: Raw -2060767.695937 + Penalty 3166.750220 = -2057600.945717
  nChanged 33
		SP:Iteration 28Q (96266.430000 sec): 3 clusters
  Score: Raw -2060772.689428 + Penalty 3166.750220 = -2057605.939208
  nChanged 29
		SP:Iteration 29Q (96266.610000 sec): 3 clusters
  Score: Raw -2060776.531460 + Penalty 3166.750220 = -2057609.781240
  nChanged 22
		SP:Iteration 30Q (96266.810000 sec): 3 clusters
  Score: Raw -2060779.540190 + Penalty 3166.750220 = -2057612.789970
  nChanged 20
		SP:Iteration 31Q (96267.050000 sec): 3 clusters
  Score: Raw -2060782.344823 + Penalty 3166.750220 = -2057615.594603
  nChanged 21
		SP:Iteration 32Q (96267.250000 sec): 3 clusters
  Score: Raw -2060785.214187 + Penalty 3166.750220 = -2057618.463968
  nChanged 19
		SP:Iteration 33Q (96267.510000 sec): 3 clusters
  Score: Raw -2060788.394141 + Penalty 3166.750220 = -2057621.643921
  nChanged 24
		SP:Iteration 34Q (96267.700000 sec): 3 clusters
  Score: Raw -2060791.941626 + Penalty 3166.750220 = -2057625.191407
  nChanged 22
		SP:Iteration 35Q (96267.890000 sec): 3 clusters
  Score: Raw -2060795.016072 + Penalty 3166.750220 = -2057628.265852
  nChanged 21
		SP:Iteration 36Q (96268.090000 sec): 3 clusters
  Score: Raw -2060797.747070 + Penalty 3166.750220 = -2057630.996851
  nChanged 21
		SP:Iteration 37Q (96268.330000 sec): 3 clusters
  Score: Raw -2060800.782082 + Penalty 3166.750220 = -2057634.031862
  nChanged 17
		SP:Iteration 38Q (96268.520000 sec): 3 clusters
  Score: Raw -2060803.677337 + Penalty 3166.750220 = -2057636.927117
  nChanged 28
		SP:Iteration 39Q (96268.710000 sec): 3 clusters
  Score: Raw -2060808.081253 + Penalty 3166.750220 = -2057641.331033
  nChanged 27
		SP:Iteration 40F (96268.920000 sec): 3 clusters
  Score: Raw -2060812.395359 + Penalty 3166.750220 = -2057645.645139
  nChanged 24
		SP:Iteration 41Q (96269.210000 sec): 3 clusters
  Score: Raw -2060815.070420 + Penalty 3166.750220 = -2057648.320200
  nChanged 14
		SP:Iteration 42Q (96269.510000 sec): 3 clusters
  Score: Raw -2060816.703972 + Penalty 3166.750220 = -2057649.953753
  nChanged 17
		SP:Iteration 43Q (96269.770000 sec): 3 clusters
  Score: Raw -2060818.607129 + Penalty 3166.750220 = -2057651.856909
  nChanged 10
		SP:Iteration 44Q (96270.030000 sec): 3 clusters
  Score: Raw -2060819.590277 + Penalty 3166.750220 = -2057652.840057
  nChanged 12
		SP:Iteration 45Q (96270.340000 sec): 3 clusters
  Score: Raw -2060820.871842 + Penalty 3166.750220 = -2057654.121623
  nChanged 9
		SP:Iteration 46Q (96270.550000 sec): 3 clusters
  Score: Raw -2060821.814052 + Penalty 3166.750220 = -2057655.063832
  nChanged 9
		SP:Iteration 47Q (96270.840000 sec): 3 clusters
  Score: Raw -2060822.718339 + Penalty 3166.750220 = -2057655.968120
  nChanged 7
		SP:Iteration 48Q (96271.100000 sec): 3 clusters
  Score: Raw -2060823.406199 + Penalty 3166.750220 = -2057656.655980
  nChanged 6
		SP:Iteration 49Q (96271.360000 sec): 3 clusters
  Score: Raw -2060823.826629 + Penalty 3166.750220 = -2057657.076409
  nChanged 5
		SP:Iteration 50Q (96271.620000 sec): 3 clusters
  Score: Raw -2060824.116058 + Penalty 3166.750220 = -2057657.365838
  nChanged 2
		SP:Iteration 51Q (96271.880000 sec): 3 clusters
  Score: Raw -2060824.332833 + Penalty 3166.750220 = -2057657.582613
  nChanged 2
		SP:Iteration 52Q (96272.130000 sec): 3 clusters
  Score: Raw -2060824.496526 + Penalty 3166.750220 = -2057657.746307
  nChanged 2
		SP:Iteration 53Q (96272.390000 sec): 3 clusters
  Score: Raw -2060824.649624 + Penalty 3166.750220 = -2057657.899404
  nChanged 2
		SP:Iteration 54Q (96272.620000 sec): 3 clusters
  Score: Raw -2060824.735068 + Penalty 3166.750220 = -2057657.984848
  nChanged 2
		SP:Iteration 55Q (96272.870000 sec): 3 clusters
  Score: Raw -2060824.872273 + Penalty 3166.750220 = -2057658.122053
  nChanged 5
		SP:Iteration 56Q (96273.170000 sec): 3 clusters
  Score: Raw -2060825.308034 + Penalty 3166.750220 = -2057658.557814
  nChanged 5
		SP:Iteration 57Q (96273.470000 sec): 3 clusters
  Score: Raw -2060825.801560 + Penalty 3166.750220 = -2057659.051340
  nChanged 4
		SP:Iteration 58Q (96273.770000 sec): 3 clusters
  Score: Raw -2060826.131816 + Penalty 3166.750220 = -2057659.381596
  nChanged 4
		SP:Iteration 59Q (96274.070000 sec): 3 clusters
  Score: Raw -2060826.420082 + Penalty 3166.750220 = -2057659.669862
  nChanged 1
		SP:Iteration 60F (96274.370000 sec): 3 clusters
  Score: Raw -2060826.515089 + Penalty 3166.750220 = -2057659.764869
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 50 (521 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (96274.470000 sec): 2 clusters
  Score: Raw -63580.827223 + Penalty 1016.559382 = -62564.267841
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (96274.620000 sec): 3 clusters
  Score: Raw -63490.148639 + Penalty 2033.118764 = -61457.029876
  nChanged 125
		SP:Iteration 1F (96274.800000 sec): 3 clusters
  Score: Raw -63672.683582 + Penalty 2033.118764 = -61639.564819
  nChanged 28
		SP:Iteration 2F (96274.980000 sec): 3 clusters
  Score: Raw -63718.864978 + Penalty 2033.118764 = -61685.746214
  nChanged 10
		SP:Iteration 3Q (96275.150000 sec): 3 clusters
  Score: Raw -63729.843862 + Penalty 2033.118764 = -61696.725099
  nChanged 6
		SP:Iteration 4Q (96275.330000 sec): 3 clusters
  Score: Raw -63743.765396 + Penalty 2033.118764 = -61710.646632
  nChanged 5
		SP:Iteration 5Q (96275.500000 sec): 3 clusters
  Score: Raw -63750.394808 + Penalty 2033.118764 = -61717.276045
  nChanged 2
		SP:Iteration 6Q (96275.680000 sec): 3 clusters
  Score: Raw -63752.458439 + Penalty 2033.118764 = -61719.339676
  nChanged 0
		SP:Iteration 7F (96275.860000 sec): 3 clusters
  Score: Raw -63752.458439 + Penalty 2033.118764 = -61719.339676
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 51 (12890 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (96276.030000 sec): 2 clusters
  Score: Raw -1635650.759285 + Penalty 1537.933653 = -1634112.825632
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (96276.240000 sec): 3 clusters
  Score: Raw -1628141.339999 + Penalty 3075.867306 = -1625065.472693
  nChanged 5590
		SP:Iteration 1F (96276.520000 sec): 3 clusters
  Score: Raw -1631150.524612 + Penalty 3075.867306 = -1628074.657306
  nChanged 683
		SP:Iteration 2F (96276.770000 sec): 3 clusters
  Score: Raw -1631409.983094 + Penalty 3075.867306 = -1628334.115787
  nChanged 577
		SP:Iteration 3Q (96277.020000 sec): 3 clusters
  Score: Raw -1631617.797532 + Penalty 3075.867306 = -1628541.930226
  nChanged 501
		SP:Iteration 4Q (96277.390000 sec): 3 clusters
  Score: Raw -1631786.733101 + Penalty 3075.867306 = -1628710.865795
  nChanged 461
		SP:Iteration 5Q (96277.630000 sec): 3 clusters
  Score: Raw -1631955.047386 + Penalty 3075.867306 = -1628879.180080
  nChanged 439
		SP:Iteration 6Q (96277.910000 sec): 3 clusters
  Score: Raw -1632121.008915 + Penalty 3075.867306 = -1629045.141609
  nChanged 418
		SP:Iteration 7Q (96278.160000 sec): 3 clusters
  Score: Raw -1632263.080439 + Penalty 3075.867306 = -1629187.213133
  nChanged 423
		SP:Iteration 8Q (96278.440000 sec): 3 clusters
  Score: Raw -1632431.603363 + Penalty 3075.867306 = -1629355.736056
  nChanged 442
		SP:Iteration 9Q (96278.690000 sec): 3 clusters
  Score: Raw -1632625.495196 + Penalty 3075.867306 = -1629549.627890
  nChanged 492
		SP:Iteration 10Q (96278.970000 sec): 3 clusters
  Score: Raw -1632879.096456 + Penalty 3075.867306 = -1629803.229150
  nChanged 551
		SP:Iteration 11Q (96279.220000 sec): 3 clusters
  Score: Raw -1633197.970008 + Penalty 3075.867306 = -1630122.102702
  nChanged 564
		SP:Iteration 12Q (96279.460000 sec): 3 clusters
  Score: Raw -1633551.657159 + Penalty 3075.867306 = -1630475.789852
  nChanged 581
		SP:Iteration 13Q (96279.700000 sec): 3 clusters
  Score: Raw -1633935.607529 + Penalty 3075.867306 = -1630859.740223
  nChanged 557
		SP:Iteration 14Q (96279.950000 sec): 3 clusters
  Score: Raw -1634345.768253 + Penalty 3075.867306 = -1631269.900947
  nChanged 485
		SP:Iteration 15Q (96280.170000 sec): 3 clusters
  Score: Raw -1634709.987007 + Penalty 3075.867306 = -1631634.119701
  nChanged 386
		SP:Iteration 16Q (96280.400000 sec): 3 clusters
  Score: Raw -1634995.241689 + Penalty 3075.867306 = -1631919.374383
  nChanged 293
		SP:Iteration 17Q (96280.600000 sec): 3 clusters
  Score: Raw -1635216.124738 + Penalty 3075.867306 = -1632140.257431
  nChanged 225
		SP:Iteration 18Q (96280.890000 sec): 3 clusters
  Score: Raw -1635399.002360 + Penalty 3075.867306 = -1632323.135053
  nChanged 168
		SP:Iteration 19Q (96281.060000 sec): 3 clusters
  Score: Raw -1635543.958133 + Penalty 3075.867306 = -1632468.090827
  nChanged 118
		SP:Iteration 20F (96281.300000 sec): 3 clusters
  Score: Raw -1635632.145400 + Penalty 3075.867306 = -1632556.278094
  nChanged 69
		SP:Iteration 21Q (96281.510000 sec): 3 clusters
  Score: Raw -1635691.542737 + Penalty 3075.867306 = -1632615.675431
  nChanged 47
		SP:Iteration 22Q (96281.710000 sec): 3 clusters
  Score: Raw -1635734.205514 + Penalty 3075.867306 = -1632658.338208
  nChanged 36
		SP:Iteration 23Q (96281.920000 sec): 3 clusters
  Score: Raw -1635764.278419 + Penalty 3075.867306 = -1632688.411113
  nChanged 21
		SP:Iteration 24Q (96282.070000 sec): 3 clusters
  Score: Raw -1635787.382133 + Penalty 3075.867306 = -1632711.514827
  nChanged 16
		SP:Iteration 25Q (96282.300000 sec): 3 clusters
  Score: Raw -1635804.122421 + Penalty 3075.867306 = -1632728.255115
  nChanged 13
		SP:Iteration 26Q (96282.570000 sec): 3 clusters
  Score: Raw -1635815.856250 + Penalty 3075.867306 = -1632739.988944
  nChanged 8
		SP:Iteration 27Q (96282.860000 sec): 3 clusters
  Score: Raw -1635821.084894 + Penalty 3075.867306 = -1632745.217588
  nChanged 3
		SP:Iteration 28Q (96283.100000 sec): 3 clusters
  Score: Raw -1635824.794969 + Penalty 3075.867306 = -1632748.927663
  nChanged 6
		SP:Iteration 29Q (96283.380000 sec): 3 clusters
  Score: Raw -1635831.200302 + Penalty 3075.867306 = -1632755.332996
  nChanged 3
		SP:Iteration 30Q (96283.630000 sec): 3 clusters
  Score: Raw -1635834.838584 + Penalty 3075.867306 = -1632758.971278
  nChanged 3
		SP:Iteration 31Q (96283.820000 sec): 3 clusters
  Score: Raw -1635837.894167 + Penalty 3075.867306 = -1632762.026861
  nChanged 1
		SP:Iteration 32Q (96284.030000 sec): 3 clusters
  Score: Raw -1635839.412093 + Penalty 3075.867306 = -1632763.544787
  nChanged 2
		SP:Iteration 33Q (96284.240000 sec): 3 clusters
  Score: Raw -1635845.281428 + Penalty 3075.867306 = -1632769.414121
  nChanged 6
		SP:Iteration 34Q (96284.520000 sec): 3 clusters
  Score: Raw -1635856.014987 + Penalty 3075.867306 = -1632780.147681
  nChanged 3
		SP:Iteration 35Q (96284.690000 sec): 3 clusters
  Score: Raw -1635858.941876 + Penalty 3075.867306 = -1632783.074570
  nChanged 2
		SP:Iteration 36Q (96284.930000 sec): 3 clusters
  Score: Raw -1635860.444966 + Penalty 3075.867306 = -1632784.577660
  nChanged 1
		SP:Iteration 37Q (96285.180000 sec): 3 clusters
  Score: Raw -1635861.178226 + Penalty 3075.867306 = -1632785.310920
  nChanged 1
		SP:Iteration 38Q (96285.380000 sec): 3 clusters
  Score: Raw -1635862.277808 + Penalty 3075.867306 = -1632786.410502
  nChanged 0
		SP:Iteration 39F (96285.620000 sec): 3 clusters
  Score: Raw -1635862.277808 + Penalty 3075.867306 = -1632786.410502
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 52 (163 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (96285.710000 sec): 2 clusters
  Score: Raw -13033.355266 + Penalty 827.734408 = -12205.620859
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (96285.890000 sec): 3 clusters
  Score: Raw -13206.436172 + Penalty 1655.468815 = -11550.967357
  nChanged 25
		SP:Iteration 1F (96286.060000 sec): 3 clusters
  Score: Raw -13368.963795 + Penalty 1655.468815 = -11713.494980
  nChanged 7
		SP:Iteration 2Q (96286.240000 sec): 3 clusters
  Score: Raw -13426.851745 + Penalty 1655.468815 = -11771.382929
  nChanged 5
		SP:Iteration 3Q (96286.420000 sec): 3 clusters
  Score: Raw -13462.775835 + Penalty 1655.468815 = -11807.307020
  nChanged 4
		SP:Iteration 4Q (96286.590000 sec): 3 clusters
  Score: Raw -13480.830707 + Penalty 1655.468815 = -11825.361892
  nChanged 1
		SP:Iteration 5Q (96286.770000 sec): 3 clusters
  Score: Raw -13484.317004 + Penalty 1655.468815 = -11828.848188
  nChanged 0
		SP:Iteration 6F (96286.940000 sec): 3 clusters
  Score: Raw -13484.317004 + Penalty 1655.468815 = -11828.848188
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 53 (314 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (96287.030000 sec): 2 clusters
  Score: Raw -35569.570130 + Penalty 934.276360 = -34635.293769
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (96287.210000 sec): 3 clusters
  Score: Raw -35629.701366 + Penalty 1868.552720 = -33761.148645
  nChanged 57
		SP:Iteration 1F (96287.380000 sec): 3 clusters
  Score: Raw -35731.161584 + Penalty 1868.552720 = -33862.608863
  nChanged 9
		SP:Iteration 2Q (96287.560000 sec): 3 clusters
  Score: Raw -35751.207338 + Penalty 1868.552720 = -33882.654618
  nChanged 7
		SP:Iteration 3Q (96287.740000 sec): 3 clusters
  Score: Raw -35765.463019 + Penalty 1868.552720 = -33896.910299
  nChanged 3
		SP:Iteration 4Q (96287.840000 sec): 3 clusters
  Score: Raw -35774.255237 + Penalty 1868.552720 = -33905.702517
  nChanged 0
		SP:Iteration 5F (96287.850000 sec): 3 clusters
  Score: Raw -35774.255237 + Penalty 1868.552720 = -33905.702517
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 54 (2251 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (96287.920000 sec): 2 clusters
  Score: Raw -251947.808875 + Penalty 1254.358599 = -250693.450275
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (96287.960000 sec): 3 clusters
  Score: Raw -250959.728373 + Penalty 2508.717198 = -248451.011174
  nChanged 834
		SP:Iteration 1F (96288.000000 sec): 3 clusters
  Score: Raw -251615.696317 + Penalty 2508.717198 = -249106.979119
  nChanged 214
		SP:Iteration 2F (96288.040000 sec): 3 clusters
  Score: Raw -251897.454096 + Penalty 2508.717198 = -249388.736897
  nChanged 188
		SP:Iteration 3F (96288.080000 sec): 3 clusters
  Score: Raw -252163.626349 + Penalty 2508.717198 = -249654.909151
  nChanged 158
		SP:Iteration 4F (96288.130000 sec): 3 clusters
  Score: Raw -252332.561888 + Penalty 2508.717198 = -249823.844690
  nChanged 98
		SP:Iteration 5Q (96288.170000 sec): 3 clusters
  Score: Raw -252436.596573 + Penalty 2508.717198 = -249927.879375
  nChanged 69
		SP:Iteration 6Q (96288.210000 sec): 3 clusters
  Score: Raw -252491.842315 + Penalty 2508.717198 = -249983.125116
  nChanged 51
		SP:Iteration 7Q (96288.250000 sec): 3 clusters
  Score: Raw -252531.486753 + Penalty 2508.717198 = -250022.769555
  nChanged 39
		SP:Iteration 8Q (96288.290000 sec): 3 clusters
  Score: Raw -252553.389740 + Penalty 2508.717198 = -250044.672542
  nChanged 19
		SP:Iteration 9Q (96288.330000 sec): 3 clusters
  Score: Raw -252566.132369 + Penalty 2508.717198 = -250057.415171
  nChanged 21
		SP:Iteration 10Q (96288.380000 sec): 3 clusters
  Score: Raw -252580.246910 + Penalty 2508.717198 = -250071.529712
  nChanged 20
		SP:Iteration 11Q (96288.420000 sec): 3 clusters
  Score: Raw -252593.225329 + Penalty 2508.717198 = -250084.508130
  nChanged 13
		SP:Iteration 12Q (96288.460000 sec): 3 clusters
  Score: Raw -252601.405556 + Penalty 2508.717198 = -250092.688357
  nChanged 17
		SP:Iteration 13Q (96288.500000 sec): 3 clusters
  Score: Raw -252609.861167 + Penalty 2508.717198 = -250101.143968
  nChanged 13
		SP:Iteration 14Q (96288.540000 sec): 3 clusters
  Score: Raw -252616.580157 + Penalty 2508.717198 = -250107.862959
  nChanged 8
		SP:Iteration 15Q (96288.580000 sec): 3 clusters
  Score: Raw -252619.754775 + Penalty 2508.717198 = -250111.037577
  nChanged 7
		SP:Iteration 16Q (96288.620000 sec): 3 clusters
  Score: Raw -252623.844335 + Penalty 2508.717198 = -250115.127137
  nChanged 6
		SP:Iteration 17Q (96288.660000 sec): 3 clusters
  Score: Raw -252626.055303 + Penalty 2508.717198 = -250117.338105
  nChanged 4
		SP:Iteration 18Q (96288.710000 sec): 3 clusters
  Score: Raw -252627.468656 + Penalty 2508.717198 = -250118.751458
  nChanged 2
		SP:Iteration 19Q (96288.750000 sec): 3 clusters
  Score: Raw -252628.237720 + Penalty 2508.717198 = -250119.520522
  nChanged 2
		SP:Iteration 20F (96288.790000 sec): 3 clusters
  Score: Raw -252628.917115 + Penalty 2508.717198 = -250120.199916
  nChanged 1
		SP:Iteration 21Q (96288.830000 sec): 3 clusters
  Score: Raw -252629.358024 + Penalty 2508.717198 = -250120.640826
  nChanged 1
		SP:Iteration 22Q (96288.870000 sec): 3 clusters
  Score: Raw -252629.690930 + Penalty 2508.717198 = -250120.973732
  nChanged 0
		SP:Iteration 23F (96288.920000 sec): 3 clusters
  Score: Raw -252629.690930 + Penalty 2508.717198 = -250120.973732
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 55 (8015 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (96289.020000 sec): 2 clusters
  Score: Raw -963540.572537 + Penalty 1460.723886 = -962079.848651
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (96289.160000 sec): 3 clusters
  Score: Raw -959182.024480 + Penalty 2921.447771 = -956260.576709
  nChanged 3319
		SP:Iteration 1F (96289.370000 sec): 3 clusters
  Score: Raw -960946.260291 + Penalty 2921.447771 = -958024.812520
  nChanged 542
		SP:Iteration 2F (96289.560000 sec): 3 clusters
  Score: Raw -961238.453575 + Penalty 2921.447771 = -958317.005804
  nChanged 496
		SP:Iteration 3F (96289.760000 sec): 3 clusters
  Score: Raw -961525.536239 + Penalty 2921.447771 = -958604.088467
  nChanged 452
		SP:Iteration 4F (96289.960000 sec): 3 clusters
  Score: Raw -961780.523597 + Penalty 2921.447771 = -958859.075826
  nChanged 420
		SP:Iteration 5F (96290.150000 sec): 3 clusters
  Score: Raw -962049.582667 + Penalty 2921.447771 = -959128.134896
  nChanged 429
		SP:Iteration 6F (96290.350000 sec): 3 clusters
  Score: Raw -962343.971447 + Penalty 2921.447771 = -959422.523676
  nChanged 419
		SP:Iteration 7F (96290.590000 sec): 3 clusters
  Score: Raw -962644.415357 + Penalty 2921.447771 = -959722.967586
  nChanged 377
		SP:Iteration 8Q (96290.750000 sec): 3 clusters
  Score: Raw -962957.446934 + Penalty 2921.447771 = -960035.999163
  nChanged 323
		SP:Iteration 9Q (96290.940000 sec): 3 clusters
  Score: Raw -963193.428142 + Penalty 2921.447771 = -960271.980371
  nChanged 240
		SP:Iteration 10Q (96291.140000 sec): 3 clusters
  Score: Raw -963341.865756 + Penalty 2921.447771 = -960420.417985
  nChanged 176
		SP:Iteration 11Q (96291.340000 sec): 3 clusters
  Score: Raw -963462.331054 + Penalty 2921.447771 = -960540.883283
  nChanged 160
		SP:Iteration 12Q (96291.530000 sec): 3 clusters
  Score: Raw -963553.308212 + Penalty 2921.447771 = -960631.860441
  nChanged 115
		SP:Iteration 13Q (96291.730000 sec): 3 clusters
  Score: Raw -963626.027443 + Penalty 2921.447771 = -960704.579671
  nChanged 111
		SP:Iteration 14Q (96291.930000 sec): 3 clusters
  Score: Raw -963691.556759 + Penalty 2921.447771 = -960770.108988
  nChanged 89
		SP:Iteration 15Q (96292.120000 sec): 3 clusters
  Score: Raw -963738.663209 + Penalty 2921.447771 = -960817.215438
  nChanged 67
		SP:Iteration 16Q (96292.300000 sec): 3 clusters
  Score: Raw -963772.772699 + Penalty 2921.447771 = -960851.324928
  nChanged 49
		SP:Iteration 17Q (96292.500000 sec): 3 clusters
  Score: Raw -963802.556893 + Penalty 2921.447771 = -960881.109122
  nChanged 52
		SP:Iteration 18Q (96292.710000 sec): 3 clusters
  Score: Raw -963849.592922 + Penalty 2921.447771 = -960928.145151
  nChanged 72
		SP:Iteration 19Q (96292.910000 sec): 3 clusters
  Score: Raw -963910.034480 + Penalty 2921.447771 = -960988.586709
  nChanged 79
		SP:Iteration 20F (96293.110000 sec): 3 clusters
  Score: Raw -963968.008643 + Penalty 2921.447771 = -961046.560871
  nChanged 68
		SP:Iteration 21Q (96293.300000 sec): 3 clusters
  Score: Raw -964009.509042 + Penalty 2921.447771 = -961088.061271
  nChanged 55
		SP:Iteration 22Q (96293.500000 sec): 3 clusters
  Score: Raw -964044.610396 + Penalty 2921.447771 = -961123.162625
  nChanged 44
		SP:Iteration 23Q (96293.700000 sec): 3 clusters
  Score: Raw -964069.231362 + Penalty 2921.447771 = -961147.783590
  nChanged 34
		SP:Iteration 24Q (96293.900000 sec): 3 clusters
  Score: Raw -964097.317656 + Penalty 2921.447771 = -961175.869884
  nChanged 34
		SP:Iteration 25Q (96294.100000 sec): 3 clusters
  Score: Raw -964115.403966 + Penalty 2921.447771 = -961193.956195
  nChanged 21
		SP:Iteration 26Q (96294.290000 sec): 3 clusters
  Score: Raw -964126.871539 + Penalty 2921.447771 = -961205.423768
  nChanged 20
		SP:Iteration 27Q (96294.490000 sec): 3 clusters
  Score: Raw -964133.479705 + Penalty 2921.447771 = -961212.031934
  nChanged 18
		SP:Iteration 28Q (96294.690000 sec): 3 clusters
  Score: Raw -964138.077182 + Penalty 2921.447771 = -961216.629410
  nChanged 10
		SP:Iteration 29Q (96294.880000 sec): 3 clusters
  Score: Raw -964140.923744 + Penalty 2921.447771 = -961219.475973
  nChanged 4
		SP:Iteration 30Q (96295.090000 sec): 3 clusters
  Score: Raw -964141.962335 + Penalty 2921.447771 = -961220.514564
  nChanged 3
		SP:Iteration 31Q (96295.290000 sec): 3 clusters
  Score: Raw -964142.465294 + Penalty 2921.447771 = -961221.017523
  nChanged 4
		SP:Iteration 32Q (96295.480000 sec): 3 clusters
  Score: Raw -964143.592185 + Penalty 2921.447771 = -961222.144414
  nChanged 5
		SP:Iteration 33Q (96295.680000 sec): 3 clusters
  Score: Raw -964144.516581 + Penalty 2921.447771 = -961223.068810
  nChanged 3
		SP:Iteration 34Q (96295.880000 sec): 3 clusters
  Score: Raw -964145.384317 + Penalty 2921.447771 = -961223.936546
  nChanged 2
		SP:Iteration 35Q (96296.070000 sec): 3 clusters
  Score: Raw -964145.965005 + Penalty 2921.447771 = -961224.517233
  nChanged 2
		SP:Iteration 36Q (96296.270000 sec): 3 clusters
  Score: Raw -964146.114843 + Penalty 2921.447771 = -961224.667071
  nChanged 1
		SP:Iteration 37Q (96296.470000 sec): 3 clusters
  Score: Raw -964146.221497 + Penalty 2921.447771 = -961224.773726
  nChanged 1
		SP:Iteration 38Q (96296.670000 sec): 3 clusters
  Score: Raw -964146.704714 + Penalty 2921.447771 = -961225.256943
  nChanged 5
		SP:Iteration 39Q (96296.950000 sec): 3 clusters
  Score: Raw -964147.762014 + Penalty 2921.447771 = -961226.314243
  nChanged 3
		SP:Iteration 40F (96297.110000 sec): 3 clusters
  Score: Raw -964148.259989 + Penalty 2921.447771 = -961226.812218
  nChanged 2
		SP:Iteration 41Q (96297.300000 sec): 3 clusters
  Score: Raw -964149.057823 + Penalty 2921.447771 = -961227.610052
  nChanged 1
		SP:Iteration 42Q (96297.500000 sec): 3 clusters
  Score: Raw -964149.425318 + Penalty 2921.447771 = -961227.977547
  nChanged 1
		SP:Iteration 43Q (96297.690000 sec): 3 clusters
  Score: Raw -964150.202208 + Penalty 2921.447771 = -961228.754437
  nChanged 3
		SP:Iteration 44Q (96297.890000 sec): 3 clusters
  Score: Raw -964151.207212 + Penalty 2921.447771 = -961229.759441
  nChanged 2
		SP:Iteration 45Q (96298.090000 sec): 3 clusters
  Score: Raw -964151.520237 + Penalty 2921.447771 = -961230.072466
  nChanged 0
		SP:Iteration 46F (96298.290000 sec): 3 clusters
  Score: Raw -964151.520237 + Penalty 2921.447771 = -961230.072466
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 56 (106 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (96298.350000 sec): 2 clusters
  Score: Raw -6400.435949 + Penalty 757.808853 = -5642.627096
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (96298.530000 sec): 3 clusters
  Score: Raw -6601.331105 + Penalty 1515.617706 = -5085.713400
  nChanged 8
		SP:Iteration 1F (96298.610000 sec): 3 clusters
  Score: Raw -6668.178630 + Penalty 1515.617706 = -5152.560925
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 57 (4048 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (96298.690000 sec): 2 clusters
  Score: Raw -492624.856942 + Penalty 1349.721459 = -491275.135483
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (96298.780000 sec): 3 clusters
  Score: Raw -490582.115477 + Penalty 2699.442919 = -487882.672558
  nChanged 1580
		SP:Iteration 1F (96298.860000 sec): 3 clusters
  Score: Raw -491422.133485 + Penalty 2699.442919 = -488722.690566
  nChanged 288
		SP:Iteration 2F (96298.940000 sec): 3 clusters
  Score: Raw -491575.604300 + Penalty 2699.442919 = -488876.161381
  nChanged 202
		SP:Iteration 3Q (96299.020000 sec): 3 clusters
  Score: Raw -491693.413005 + Penalty 2699.442919 = -488993.970086
  nChanged 184
		SP:Iteration 4Q (96299.100000 sec): 3 clusters
  Score: Raw -491787.105971 + Penalty 2699.442919 = -489087.663053
  nChanged 154
		SP:Iteration 5Q (96299.190000 sec): 3 clusters
  Score: Raw -491853.102297 + Penalty 2699.442919 = -489153.659379
  nChanged 117
		SP:Iteration 6Q (96299.270000 sec): 3 clusters
  Score: Raw -491901.492802 + Penalty 2699.442919 = -489202.049884
  nChanged 90
		SP:Iteration 7Q (96299.350000 sec): 3 clusters
  Score: Raw -491934.382356 + Penalty 2699.442919 = -489234.939437
  nChanged 86
		SP:Iteration 8Q (96299.430000 sec): 3 clusters
  Score: Raw -491967.895563 + Penalty 2699.442919 = -489268.452644
  nChanged 79
		SP:Iteration 9Q (96299.510000 sec): 3 clusters
  Score: Raw -491997.087003 + Penalty 2699.442919 = -489297.644085
  nChanged 77
		SP:Iteration 10Q (96299.590000 sec): 3 clusters
  Score: Raw -492019.877237 + Penalty 2699.442919 = -489320.434318
  nChanged 57
		SP:Iteration 11Q (96299.670000 sec): 3 clusters
  Score: Raw -492041.424976 + Penalty 2699.442919 = -489341.982057
  nChanged 64
		SP:Iteration 12Q (96299.750000 sec): 3 clusters
  Score: Raw -492066.824731 + Penalty 2699.442919 = -489367.381812
  nChanged 58
		SP:Iteration 13Q (96299.830000 sec): 3 clusters
  Score: Raw -492095.804214 + Penalty 2699.442919 = -489396.361295
  nChanged 70
		SP:Iteration 14Q (96299.910000 sec): 3 clusters
  Score: Raw -492130.027376 + Penalty 2699.442919 = -489430.584457
  nChanged 77
		SP:Iteration 15Q (96299.990000 sec): 3 clusters
  Score: Raw -492167.831087 + Penalty 2699.442919 = -489468.388168
  nChanged 84
		SP:Iteration 16Q (96300.070000 sec): 3 clusters
  Score: Raw -492209.967446 + Penalty 2699.442919 = -489510.524527
  nChanged 75
		SP:Iteration 17Q (96300.150000 sec): 3 clusters
  Score: Raw -492250.525151 + Penalty 2699.442919 = -489551.082232
  nChanged 78
		SP:Iteration 18Q (96300.220000 sec): 3 clusters
  Score: Raw -492289.791548 + Penalty 2699.442919 = -489590.348630
  nChanged 66
		SP:Iteration 19Q (96300.290000 sec): 3 clusters
  Score: Raw -492321.611695 + Penalty 2699.442919 = -489622.168776
  nChanged 75
		SP:Iteration 20F (96300.370000 sec): 3 clusters
  Score: Raw -492357.654996 + Penalty 2699.442919 = -489658.212078
  nChanged 68
		SP:Iteration 21Q (96300.440000 sec): 3 clusters
  Score: Raw -492395.400527 + Penalty 2699.442919 = -489695.957609
  nChanged 64
		SP:Iteration 22Q (96300.510000 sec): 3 clusters
  Score: Raw -492429.534079 + Penalty 2699.442919 = -489730.091161
  nChanged 56
		SP:Iteration 23Q (96300.590000 sec): 3 clusters
  Score: Raw -492455.956498 + Penalty 2699.442919 = -489756.513579
  nChanged 55
		SP:Iteration 24Q (96300.670000 sec): 3 clusters
  Score: Raw -492490.919538 + Penalty 2699.442919 = -489791.476620
  nChanged 63
		SP:Iteration 25Q (96300.770000 sec): 3 clusters
  Score: Raw -492524.934214 + Penalty 2699.442919 = -489825.491295
  nChanged 48
		SP:Iteration 26Q (96300.940000 sec): 3 clusters
  Score: Raw -492554.090149 + Penalty 2699.442919 = -489854.647231
  nChanged 48
		SP:Iteration 27Q (96301.120000 sec): 3 clusters
  Score: Raw -492578.931343 + Penalty 2699.442919 = -489879.488424
  nChanged 39
		SP:Iteration 28Q (96301.290000 sec): 3 clusters
  Score: Raw -492599.196915 + Penalty 2699.442919 = -489899.753997
  nChanged 35
		SP:Iteration 29Q (96301.470000 sec): 3 clusters
  Score: Raw -492617.045532 + Penalty 2699.442919 = -489917.602613
  nChanged 25
		SP:Iteration 30Q (96301.650000 sec): 3 clusters
  Score: Raw -492628.734929 + Penalty 2699.442919 = -489929.292010
  nChanged 32
		SP:Iteration 31Q (96301.820000 sec): 3 clusters
  Score: Raw -492648.236369 + Penalty 2699.442919 = -489948.793450
  nChanged 25
		SP:Iteration 32Q (96301.990000 sec): 3 clusters
  Score: Raw -492665.788389 + Penalty 2699.442919 = -489966.345471
  nChanged 21
		SP:Iteration 33Q (96302.170000 sec): 3 clusters
  Score: Raw -492682.773167 + Penalty 2699.442919 = -489983.330248
  nChanged 18
		SP:Iteration 34Q (96302.350000 sec): 3 clusters
  Score: Raw -492694.400377 + Penalty 2699.442919 = -489994.957458
  nChanged 16
		SP:Iteration 35Q (96302.520000 sec): 3 clusters
  Score: Raw -492703.488281 + Penalty 2699.442919 = -490004.045363
  nChanged 12
		SP:Iteration 36Q (96302.700000 sec): 3 clusters
  Score: Raw -492708.952869 + Penalty 2699.442919 = -490009.509950
  nChanged 8
		SP:Iteration 37Q (96302.870000 sec): 3 clusters
  Score: Raw -492713.477935 + Penalty 2699.442919 = -490014.035016
  nChanged 8
		SP:Iteration 38Q (96303.050000 sec): 3 clusters
  Score: Raw -492717.777205 + Penalty 2699.442919 = -490018.334286
  nChanged 7
		SP:Iteration 39Q (96303.230000 sec): 3 clusters
  Score: Raw -492723.348436 + Penalty 2699.442919 = -490023.905517
  nChanged 14
		SP:Iteration 40F (96303.400000 sec): 3 clusters
  Score: Raw -492737.149048 + Penalty 2699.442919 = -490037.706130
  nChanged 13
		SP:Iteration 41Q (96303.580000 sec): 3 clusters
  Score: Raw -492744.215926 + Penalty 2699.442919 = -490044.773008
  nChanged 7
		SP:Iteration 42Q (96303.750000 sec): 3 clusters
  Score: Raw -492747.589987 + Penalty 2699.442919 = -490048.147068
  nChanged 3
		SP:Iteration 43Q (96303.930000 sec): 3 clusters
  Score: Raw -492749.108825 + Penalty 2699.442919 = -490049.665907
  nChanged 4
		SP:Iteration 44Q (96304.110000 sec): 3 clusters
  Score: Raw -492751.662814 + Penalty 2699.442919 = -490052.219895
  nChanged 4
		SP:Iteration 45Q (96304.280000 sec): 3 clusters
  Score: Raw -492754.079445 + Penalty 2699.442919 = -490054.636527
  nChanged 4
		SP:Iteration 46Q (96304.460000 sec): 3 clusters
  Score: Raw -492757.352764 + Penalty 2699.442919 = -490057.909846
  nChanged 2
		SP:Iteration 47Q (96304.630000 sec): 3 clusters
  Score: Raw -492758.481231 + Penalty 2699.442919 = -490059.038312
  nChanged 2
		SP:Iteration 48Q (96304.810000 sec): 3 clusters
  Score: Raw -492760.162207 + Penalty 2699.442919 = -490060.719289
  nChanged 2
		SP:Iteration 49Q (96304.990000 sec): 3 clusters
  Score: Raw -492761.630728 + Penalty 2699.442919 = -490062.187810
  nChanged 3
		SP:Iteration 50Q (96305.090000 sec): 3 clusters
  Score: Raw -492763.273193 + Penalty 2699.442919 = -490063.830274
  nChanged 3
		SP:Iteration 51Q (96305.160000 sec): 3 clusters
  Score: Raw -492764.732280 + Penalty 2699.442919 = -490065.289362
  nChanged 2
		SP:Iteration 52Q (96305.230000 sec): 3 clusters
  Score: Raw -492765.862565 + Penalty 2699.442919 = -490066.419647
  nChanged 0
		SP:Iteration 53F (96305.310000 sec): 3 clusters
  Score: Raw -492765.862565 + Penalty 2699.442919 = -490066.419647
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 58 (257 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (96305.430000 sec): 2 clusters
  Score: Raw -22476.450863 + Penalty 901.724864 = -21574.726000
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (96305.610000 sec): 3 clusters
  Score: Raw -22535.300725 + Penalty 1803.449728 = -20731.850997
  nChanged 44
		SP:Iteration 1F (96305.780000 sec): 3 clusters
  Score: Raw -22652.499530 + Penalty 1803.449728 = -20849.049803
  nChanged 22
		SP:Iteration 2F (96305.960000 sec): 3 clusters
  Score: Raw -22708.996248 + Penalty 1803.449728 = -20905.546521
  nChanged 8
		SP:Iteration 3Q (96306.130000 sec): 3 clusters
  Score: Raw -22760.910297 + Penalty 1803.449728 = -20957.460569
  nChanged 6
		SP:Iteration 4Q (96306.310000 sec): 3 clusters
  Score: Raw -22798.857218 + Penalty 1803.449728 = -20995.407490
  nChanged 2
		SP:Iteration 5Q (96306.490000 sec): 3 clusters
  Score: Raw -22806.078365 + Penalty 1803.449728 = -21002.628637
  nChanged 0
		SP:Iteration 6F (96306.660000 sec): 3 clusters
  Score: Raw -22806.078365 + Penalty 1803.449728 = -21002.628637
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 59 (264 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (96306.680000 sec): 2 clusters
  Score: Raw -13260.876950 + Penalty 906.091729 = -12354.785221
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (96306.860000 sec): 3 clusters
  Score: Raw -13460.078617 + Penalty 1812.183459 = -11647.895159
  nChanged 70
		SP:Iteration 1F (96307.030000 sec): 3 clusters
  Score: Raw -13788.545925 + Penalty 1812.183459 = -11976.362467
  nChanged 24
		SP:Iteration 2F (96307.210000 sec): 3 clusters
  Score: Raw -14019.784947 + Penalty 1812.183459 = -12207.601488
  nChanged 9
		SP:Iteration 3Q (96307.380000 sec): 3 clusters
  Score: Raw -14126.199921 + Penalty 1812.183459 = -12314.016463
  nChanged 2
		SP:Iteration 4Q (96307.560000 sec): 3 clusters
  Score: Raw -14140.734504 + Penalty 1812.183459 = -12328.551046
  nChanged 0
		SP:Iteration 5F (96307.730000 sec): 3 clusters
  Score: Raw -14140.734504 + Penalty 1812.183459 = -12328.551046
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 60 (183 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (96307.820000 sec): 2 clusters
  Score: Raw -22152.204556 + Penalty 846.541500 = -21305.663056
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (96308.000000 sec): 3 clusters
  Score: Raw -22259.631926 + Penalty 1693.083000 = -20566.548926
  nChanged 14
		SP:Iteration 1F (96308.170000 sec): 3 clusters
  Score: Raw -22302.323413 + Penalty 1693.083000 = -20609.240413
  nChanged 5
		SP:Iteration 2Q (96308.350000 sec): 3 clusters
  Score: Raw -22323.859109 + Penalty 1693.083000 = -20630.776110
  nChanged 1
		SP:Iteration 3Q (96308.530000 sec): 3 clusters
  Score: Raw -22328.151169 + Penalty 1693.083000 = -20635.068169
  nChanged 0
		SP:Iteration 4F (96308.700000 sec): 3 clusters
  Score: Raw -22328.151169 + Penalty 1693.083000 = -20635.068169
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 61 (3854 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (96308.830000 sec): 2 clusters
  Score: Raw -431191.845656 + Penalty 1341.740863 = -429850.104793
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (96309.010000 sec): 3 clusters
  Score: Raw -429280.047535 + Penalty 2683.481726 = -426596.565809
  nChanged 1543
		SP:Iteration 1F (96309.190000 sec): 3 clusters
  Score: Raw -430376.673982 + Penalty 2683.481726 = -427693.192256
  nChanged 344
		SP:Iteration 2F (96309.360000 sec): 3 clusters
  Score: Raw -430670.626675 + Penalty 2683.481726 = -427987.144949
  nChanged 266
		SP:Iteration 3F (96309.540000 sec): 3 clusters
  Score: Raw -430865.822357 + Penalty 2683.481726 = -428182.340631
  nChanged 207
		SP:Iteration 4F (96309.710000 sec): 3 clusters
  Score: Raw -430995.168858 + Penalty 2683.481726 = -428311.687132
  nChanged 152
		SP:Iteration 5Q (96309.890000 sec): 3 clusters
  Score: Raw -431073.240239 + Penalty 2683.481726 = -428389.758513
  nChanged 111
		SP:Iteration 6Q (96310.070000 sec): 3 clusters
  Score: Raw -431137.747331 + Penalty 2683.481726 = -428454.265605
  nChanged 103
		SP:Iteration 7Q (96310.240000 sec): 3 clusters
  Score: Raw -431201.111258 + Penalty 2683.481726 = -428517.629532
  nChanged 102
		SP:Iteration 8Q (96310.420000 sec): 3 clusters
  Score: Raw -431255.060640 + Penalty 2683.481726 = -428571.578914
  nChanged 84
		SP:Iteration 9Q (96310.590000 sec): 3 clusters
  Score: Raw -431303.231290 + Penalty 2683.481726 = -428619.749564
  nChanged 79
		SP:Iteration 10Q (96310.760000 sec): 3 clusters
  Score: Raw -431356.330574 + Penalty 2683.481726 = -428672.848849
  nChanged 87
		SP:Iteration 11Q (96310.940000 sec): 3 clusters
  Score: Raw -431417.710532 + Penalty 2683.481726 = -428734.228806
  nChanged 76
		SP:Iteration 12Q (96311.080000 sec): 3 clusters
  Score: Raw -431469.516583 + Penalty 2683.481726 = -428786.034857
  nChanged 66
		SP:Iteration 13Q (96311.160000 sec): 3 clusters
  Score: Raw -431516.489533 + Penalty 2683.481726 = -428833.007807
  nChanged 67
		SP:Iteration 14Q (96311.230000 sec): 3 clusters
  Score: Raw -431565.195835 + Penalty 2683.481726 = -428881.714109
  nChanged 60
		SP:Iteration 15Q (96311.310000 sec): 3 clusters
  Score: Raw -431599.292538 + Penalty 2683.481726 = -428915.810812
  nChanged 47
		SP:Iteration 16Q (96311.380000 sec): 3 clusters
  Score: Raw -431638.362094 + Penalty 2683.481726 = -428954.880368
  nChanged 60
		SP:Iteration 17Q (96311.450000 sec): 3 clusters
  Score: Raw -431673.238168 + Penalty 2683.481726 = -428989.756442
  nChanged 40
		SP:Iteration 18Q (96311.520000 sec): 3 clusters
  Score: Raw -431694.987546 + Penalty 2683.481726 = -429011.505820
  nChanged 36
		SP:Iteration 19Q (96311.580000 sec): 3 clusters
  Score: Raw -431711.449064 + Penalty 2683.481726 = -429027.967338
  nChanged 30
		SP:Iteration 20F (96311.650000 sec): 3 clusters
  Score: Raw -431731.790501 + Penalty 2683.481726 = -429048.308775
  nChanged 39
		SP:Iteration 21Q (96311.720000 sec): 3 clusters
  Score: Raw -431754.874131 + Penalty 2683.481726 = -429071.392405
  nChanged 35
		SP:Iteration 22Q (96311.790000 sec): 3 clusters
  Score: Raw -431776.155999 + Penalty 2683.481726 = -429092.674273
  nChanged 35
		SP:Iteration 23Q (96311.860000 sec): 3 clusters
  Score: Raw -431799.997375 + Penalty 2683.481726 = -429116.515649
  nChanged 35
		SP:Iteration 24Q (96311.930000 sec): 3 clusters
  Score: Raw -431821.234878 + Penalty 2683.481726 = -429137.753152
  nChanged 25
		SP:Iteration 25Q (96312.100000 sec): 3 clusters
  Score: Raw -431836.720188 + Penalty 2683.481726 = -429153.238462
  nChanged 19
		SP:Iteration 26Q (96312.270000 sec): 3 clusters
  Score: Raw -431847.408559 + Penalty 2683.481726 = -429163.926833
  nChanged 23
		SP:Iteration 27Q (96312.420000 sec): 3 clusters
  Score: Raw -431864.521068 + Penalty 2683.481726 = -429181.039342
  nChanged 22
		SP:Iteration 28Q (96312.490000 sec): 3 clusters
  Score: Raw -431877.492675 + Penalty 2683.481726 = -429194.010950
  nChanged 22
		SP:Iteration 29Q (96312.560000 sec): 3 clusters
  Score: Raw -431889.718338 + Penalty 2683.481726 = -429206.236612
  nChanged 17
		SP:Iteration 30Q (96312.620000 sec): 3 clusters
  Score: Raw -431897.461174 + Penalty 2683.481726 = -429213.979448
  nChanged 9
		SP:Iteration 31Q (96312.770000 sec): 3 clusters
  Score: Raw -431902.402632 + Penalty 2683.481726 = -429218.920906
  nChanged 14
		SP:Iteration 32Q (96312.830000 sec): 3 clusters
  Score: Raw -431910.121314 + Penalty 2683.481726 = -429226.639588
  nChanged 13
		SP:Iteration 33Q (96312.910000 sec): 3 clusters
  Score: Raw -431916.584495 + Penalty 2683.481726 = -429233.102769
  nChanged 8
		SP:Iteration 34Q (96312.970000 sec): 3 clusters
  Score: Raw -431920.777171 + Penalty 2683.481726 = -429237.295445
  nChanged 8
		SP:Iteration 35Q (96313.040000 sec): 3 clusters
  Score: Raw -431924.274438 + Penalty 2683.481726 = -429240.792712
  nChanged 6
		SP:Iteration 36Q (96313.110000 sec): 3 clusters
  Score: Raw -431926.076897 + Penalty 2683.481726 = -429242.595171
  nChanged 6
		SP:Iteration 37Q (96313.170000 sec): 3 clusters
  Score: Raw -431927.689893 + Penalty 2683.481726 = -429244.208167
  nChanged 3
		SP:Iteration 38Q (96313.240000 sec): 3 clusters
  Score: Raw -431928.328447 + Penalty 2683.481726 = -429244.846721
  nChanged 0
		SP:Iteration 39F (96313.310000 sec): 3 clusters
  Score: Raw -431928.328447 + Penalty 2683.481726 = -429244.846721
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 62 (914 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (96313.370000 sec): 2 clusters
  Score: Raw -106129.626743 + Penalty 1107.897468 = -105021.729275
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (96313.390000 sec): 3 clusters
  Score: Raw -105888.249577 + Penalty 2215.794936 = -103672.454641
  nChanged 256
		SP:Iteration 1F (96313.420000 sec): 3 clusters
  Score: Raw -106130.693296 + Penalty 2215.794936 = -103914.898361
  nChanged 63
		SP:Iteration 2F (96313.440000 sec): 3 clusters
  Score: Raw -106202.398174 + Penalty 2215.794936 = -103986.603238
  nChanged 42
		SP:Iteration 3Q (96313.470000 sec): 3 clusters
  Score: Raw -106250.284576 + Penalty 2215.794936 = -104034.489640
  nChanged 29
		SP:Iteration 4Q (96313.490000 sec): 3 clusters
  Score: Raw -106277.560564 + Penalty 2215.794936 = -104061.765629
  nChanged 18
		SP:Iteration 5Q (96313.510000 sec): 3 clusters
  Score: Raw -106297.003284 + Penalty 2215.794936 = -104081.208348
  nChanged 15
		SP:Iteration 6Q (96313.540000 sec): 3 clusters
  Score: Raw -106322.769771 + Penalty 2215.794936 = -104106.974835
  nChanged 15
		SP:Iteration 7Q (96313.560000 sec): 3 clusters
  Score: Raw -106347.246712 + Penalty 2215.794936 = -104131.451777
  nChanged 14
		SP:Iteration 8Q (96313.590000 sec): 3 clusters
  Score: Raw -106367.218690 + Penalty 2215.794936 = -104151.423754
  nChanged 6
		SP:Iteration 9Q (96313.610000 sec): 3 clusters
  Score: Raw -106375.188245 + Penalty 2215.794936 = -104159.393310
  nChanged 7
		SP:Iteration 10Q (96313.630000 sec): 3 clusters
  Score: Raw -106382.047765 + Penalty 2215.794936 = -104166.252829
  nChanged 1
		SP:Iteration 11Q (96313.660000 sec): 3 clusters
  Score: Raw -106383.129996 + Penalty 2215.794936 = -104167.335060
  nChanged 2
		SP:Iteration 12Q (96313.680000 sec): 3 clusters
  Score: Raw -106384.793963 + Penalty 2215.794936 = -104168.999027
  nChanged 0
		SP:Iteration 13F (96313.700000 sec): 3 clusters
  Score: Raw -106384.793963 + Penalty 2215.794936 = -104168.999027
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 63 (8832 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (96313.830000 sec): 2 clusters
  Score: Raw -1067561.136106 + Penalty 1476.497225 = -1066084.638881
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (96314.090000 sec): 3 clusters
  Score: Raw -1062593.284407 + Penalty 2952.994450 = -1059640.289958
  nChanged 3807
		SP:Iteration 1F (96314.280000 sec): 3 clusters
  Score: Raw -1064663.528425 + Penalty 2952.994450 = -1061710.533975
  nChanged 606
		SP:Iteration 2F (96314.470000 sec): 3 clusters
  Score: Raw -1064980.824572 + Penalty 2952.994450 = -1062027.830122
  nChanged 568
		SP:Iteration 3F (96314.660000 sec): 3 clusters
  Score: Raw -1065344.653967 + Penalty 2952.994450 = -1062391.659517
  nChanged 590
		SP:Iteration 4F (96314.850000 sec): 3 clusters
  Score: Raw -1065788.548187 + Penalty 2952.994450 = -1062835.553737
  nChanged 617
		SP:Iteration 5F (96315.050000 sec): 3 clusters
  Score: Raw -1066225.299703 + Penalty 2952.994450 = -1063272.305253
  nChanged 502
		SP:Iteration 6F (96315.240000 sec): 3 clusters
  Score: Raw -1066558.435326 + Penalty 2952.994450 = -1063605.440876
  nChanged 372
		SP:Iteration 7Q (96315.440000 sec): 3 clusters
  Score: Raw -1066782.561158 + Penalty 2952.994450 = -1063829.566709
  nChanged 284
		SP:Iteration 8Q (96315.630000 sec): 3 clusters
  Score: Raw -1066933.243493 + Penalty 2952.994450 = -1063980.249043
  nChanged 202
		SP:Iteration 9Q (96315.820000 sec): 3 clusters
  Score: Raw -1067035.150624 + Penalty 2952.994450 = -1064082.156174
  nChanged 186
		SP:Iteration 10Q (96316.020000 sec): 3 clusters
  Score: Raw -1067134.888049 + Penalty 2952.994450 = -1064181.893600
  nChanged 162
		SP:Iteration 11Q (96316.220000 sec): 3 clusters
  Score: Raw -1067223.170207 + Penalty 2952.994450 = -1064270.175757
  nChanged 137
		SP:Iteration 12Q (96316.410000 sec): 3 clusters
  Score: Raw -1067301.149311 + Penalty 2952.994450 = -1064348.154861
  nChanged 123
		SP:Iteration 13Q (96316.600000 sec): 3 clusters
  Score: Raw -1067373.226863 + Penalty 2952.994450 = -1064420.232413
  nChanged 93
		SP:Iteration 14Q (96316.800000 sec): 3 clusters
  Score: Raw -1067432.560845 + Penalty 2952.994450 = -1064479.566395
  nChanged 80
		SP:Iteration 15Q (96316.990000 sec): 3 clusters
  Score: Raw -1067486.468138 + Penalty 2952.994450 = -1064533.473689
  nChanged 73
		SP:Iteration 16Q (96317.190000 sec): 3 clusters
  Score: Raw -1067534.319427 + Penalty 2952.994450 = -1064581.324978
  nChanged 52
		SP:Iteration 17Q (96317.380000 sec): 3 clusters
  Score: Raw -1067564.126605 + Penalty 2952.994450 = -1064611.132155
  nChanged 39
		SP:Iteration 18Q (96317.580000 sec): 3 clusters
  Score: Raw -1067590.285338 + Penalty 2952.994450 = -1064637.290888
  nChanged 47
		SP:Iteration 19Q (96317.770000 sec): 3 clusters
  Score: Raw -1067621.562286 + Penalty 2952.994450 = -1064668.567836
  nChanged 43
		SP:Iteration 20F (96317.970000 sec): 3 clusters
  Score: Raw -1067652.231355 + Penalty 2952.994450 = -1064699.236906
  nChanged 30
		SP:Iteration 21Q (96318.160000 sec): 3 clusters
  Score: Raw -1067674.556378 + Penalty 2952.994450 = -1064721.561928
  nChanged 27
		SP:Iteration 22Q (96318.360000 sec): 3 clusters
  Score: Raw -1067690.558573 + Penalty 2952.994450 = -1064737.564123
  nChanged 23
		SP:Iteration 23Q (96318.600000 sec): 3 clusters
  Score: Raw -1067707.193376 + Penalty 2952.994450 = -1064754.198926
  nChanged 16
		SP:Iteration 24Q (96318.780000 sec): 3 clusters
  Score: Raw -1067718.629100 + Penalty 2952.994450 = -1064765.634650
  nChanged 12
		SP:Iteration 25Q (96318.980000 sec): 3 clusters
  Score: Raw -1067724.468477 + Penalty 2952.994450 = -1064771.474027
  nChanged 5
		SP:Iteration 26Q (96319.170000 sec): 3 clusters
  Score: Raw -1067728.690672 + Penalty 2952.994450 = -1064775.696222
  nChanged 6
		SP:Iteration 27Q (96319.370000 sec): 3 clusters
  Score: Raw -1067733.394740 + Penalty 2952.994450 = -1064780.400290
  nChanged 6
		SP:Iteration 28Q (96319.560000 sec): 3 clusters
  Score: Raw -1067737.636024 + Penalty 2952.994450 = -1064784.641574
  nChanged 3
		SP:Iteration 29Q (96319.750000 sec): 3 clusters
  Score: Raw -1067739.569467 + Penalty 2952.994450 = -1064786.575017
  nChanged 3
		SP:Iteration 30Q (96319.950000 sec): 3 clusters
  Score: Raw -1067741.103360 + Penalty 2952.994450 = -1064788.108910
  nChanged 1
		SP:Iteration 31Q (96320.140000 sec): 3 clusters
  Score: Raw -1067741.650903 + Penalty 2952.994450 = -1064788.656453
  nChanged 1
		SP:Iteration 32Q (96320.340000 sec): 3 clusters
  Score: Raw -1067741.916161 + Penalty 2952.994450 = -1064788.921711
  nChanged 1
		SP:Iteration 33Q (96320.530000 sec): 3 clusters
  Score: Raw -1067742.763031 + Penalty 2952.994450 = -1064789.768582
  nChanged 2
		SP:Iteration 34Q (96320.730000 sec): 3 clusters
  Score: Raw -1067743.708653 + Penalty 2952.994450 = -1064790.714203
  nChanged 1
		SP:Iteration 35Q (96320.920000 sec): 3 clusters
  Score: Raw -1067744.073914 + Penalty 2952.994450 = -1064791.079464
  nChanged 1
		SP:Iteration 36Q (96321.120000 sec): 3 clusters
  Score: Raw -1067745.261643 + Penalty 2952.994450 = -1064792.267194
  nChanged 3
		SP:Iteration 37Q (96321.310000 sec): 3 clusters
  Score: Raw -1067746.725206 + Penalty 2952.994450 = -1064793.730756
  nChanged 1
		SP:Iteration 38Q (96321.500000 sec): 3 clusters
  Score: Raw -1067747.198084 + Penalty 2952.994450 = -1064794.203634
  nChanged 3
		SP:Iteration 39Q (96321.700000 sec): 3 clusters
  Score: Raw -1067748.841737 + Penalty 2952.994450 = -1064795.847287
  nChanged 1
		SP:Iteration 40F (96321.890000 sec): 3 clusters
  Score: Raw -1067749.309695 + Penalty 2952.994450 = -1064796.315245
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 64 (173 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (96321.950000 sec): 2 clusters
  Score: Raw -17382.926982 + Penalty 837.409884 = -16545.517098
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (96322.130000 sec): 3 clusters
  Score: Raw -17591.459927 + Penalty 1674.819768 = -15916.640159
  nChanged 17
		SP:Iteration 1F (96322.300000 sec): 3 clusters
  Score: Raw -17666.512339 + Penalty 1674.819768 = -15991.692571
  nChanged 7
		SP:Iteration 2Q (96322.480000 sec): 3 clusters
  Score: Raw -17712.854300 + Penalty 1674.819768 = -16038.034532
  nChanged 5
		SP:Iteration 3Q (96322.650000 sec): 3 clusters
  Score: Raw -17743.524528 + Penalty 1674.819768 = -16068.704760
  nChanged 1
		SP:Iteration 4Q (96322.830000 sec): 3 clusters
  Score: Raw -17755.368434 + Penalty 1674.819768 = -16080.548666
  nChanged 1
		SP:Iteration 5Q (96323.010000 sec): 3 clusters
  Score: Raw -17764.099482 + Penalty 1674.819768 = -16089.279714
  nChanged 1
		SP:Iteration 6Q (96323.180000 sec): 3 clusters
  Score: Raw -17781.372056 + Penalty 1674.819768 = -16106.552288
  nChanged 1
		SP:Iteration 7Q (96323.360000 sec): 3 clusters
  Score: Raw -17805.531719 + Penalty 1674.819768 = -16130.711951
  nChanged 1
		SP:Iteration 8Q (96323.530000 sec): 3 clusters
  Score: Raw -17814.343816 + Penalty 1674.819768 = -16139.524048
  nChanged 2
		SP:Iteration 9Q (96323.670000 sec): 3 clusters
  Score: Raw -17823.596673 + Penalty 1674.819768 = -16148.776905
  nChanged 0
		SP:Iteration 10F (96323.820000 sec): 3 clusters
  Score: Raw -17823.596673 + Penalty 1674.819768 = -16148.776905
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 65 (183 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (96323.880000 sec): 2 clusters
  Score: Raw -11890.651605 + Penalty 846.541500 = -11044.110105
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (96324.060000 sec): 3 clusters
  Score: Raw -12037.192248 + Penalty 1693.083000 = -10344.109248
  nChanged 24
		SP:Iteration 1F (96324.230000 sec): 3 clusters
  Score: Raw -12140.063077 + Penalty 1693.083000 = -10446.980078
  nChanged 13
		SP:Iteration 2F (96324.410000 sec): 3 clusters
  Score: Raw -12251.881691 + Penalty 1693.083000 = -10558.798692
  nChanged 5
		SP:Iteration 3Q (96324.590000 sec): 3 clusters
  Score: Raw -12296.742831 + Penalty 1693.083000 = -10603.659831
  nChanged 3
		SP:Iteration 4Q (96324.760000 sec): 3 clusters
  Score: Raw -12312.027138 + Penalty 1693.083000 = -10618.944138
  nChanged 1
		SP:Iteration 5Q (96324.940000 sec): 3 clusters
  Score: Raw -12314.903002 + Penalty 1693.083000 = -10621.820002
  nChanged 0
		SP:Iteration 6F (96325.110000 sec): 3 clusters
  Score: Raw -12314.903002 + Penalty 1693.083000 = -10621.820002
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 66 (1456 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (96325.200000 sec): 2 clusters
  Score: Raw -174628.970716 + Penalty 1183.560337 = -173445.410379
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (96325.380000 sec): 3 clusters
  Score: Raw -174073.794504 + Penalty 2367.120674 = -171706.673829
  nChanged 465
		SP:Iteration 1F (96325.550000 sec): 3 clusters
  Score: Raw -174394.631743 + Penalty 2367.120674 = -172027.511069
  nChanged 108
		SP:Iteration 2F (96325.730000 sec): 3 clusters
  Score: Raw -174475.984333 + Penalty 2367.120674 = -172108.863659
  nChanged 60
		SP:Iteration 3Q (96325.910000 sec): 3 clusters
  Score: Raw -174524.219082 + Penalty 2367.120674 = -172157.098407
  nChanged 41
		SP:Iteration 4Q (96326.080000 sec): 3 clusters
  Score: Raw -174562.425197 + Penalty 2367.120674 = -172195.304523
  nChanged 32
		SP:Iteration 5Q (96326.260000 sec): 3 clusters
  Score: Raw -174585.048676 + Penalty 2367.120674 = -172217.928002
  nChanged 29
		SP:Iteration 6Q (96326.450000 sec): 3 clusters
  Score: Raw -174604.621084 + Penalty 2367.120674 = -172237.500409
  nChanged 18
		SP:Iteration 7Q (96326.610000 sec): 3 clusters
  Score: Raw -174615.225055 + Penalty 2367.120674 = -172248.104380
  nChanged 17
		SP:Iteration 8Q (96326.790000 sec): 3 clusters
  Score: Raw -174626.816638 + Penalty 2367.120674 = -172259.695964
  nChanged 15
		SP:Iteration 9Q (96326.820000 sec): 3 clusters
  Score: Raw -174638.637998 + Penalty 2367.120674 = -172271.517324
  nChanged 11
		SP:Iteration 10Q (96326.850000 sec): 3 clusters
  Score: Raw -174644.341034 + Penalty 2367.120674 = -172277.220360
  nChanged 6
		SP:Iteration 11Q (96326.890000 sec): 3 clusters
  Score: Raw -174648.128247 + Penalty 2367.120674 = -172281.007573
  nChanged 9
		SP:Iteration 12Q (96326.920000 sec): 3 clusters
  Score: Raw -174653.500063 + Penalty 2367.120674 = -172286.379389
  nChanged 4
		SP:Iteration 13Q (96326.950000 sec): 3 clusters
  Score: Raw -174654.645047 + Penalty 2367.120674 = -172287.524373
  nChanged 2
		SP:Iteration 14Q (96326.980000 sec): 3 clusters
  Score: Raw -174654.912197 + Penalty 2367.120674 = -172287.791523
  nChanged 2
		SP:Iteration 15Q (96327.010000 sec): 3 clusters
  Score: Raw -174655.405033 + Penalty 2367.120674 = -172288.284359
  nChanged 1
		SP:Iteration 16Q (96327.040000 sec): 3 clusters
  Score: Raw -174656.097940 + Penalty 2367.120674 = -172288.977265
  nChanged 3
		SP:Iteration 17Q (96327.080000 sec): 3 clusters
  Score: Raw -174656.888369 + Penalty 2367.120674 = -172289.767695
  nChanged 1
		SP:Iteration 18Q (96327.110000 sec): 3 clusters
  Score: Raw -174657.413142 + Penalty 2367.120674 = -172290.292468
  nChanged 1
		SP:Iteration 19Q (96327.140000 sec): 3 clusters
  Score: Raw -174657.950073 + Penalty 2367.120674 = -172290.829398
  nChanged 1
		SP:Iteration 20F (96327.180000 sec): 3 clusters
  Score: Raw -174658.247728 + Penalty 2367.120674 = -172291.127053
  nChanged 1
		SP:Iteration 21Q (96327.210000 sec): 3 clusters
  Score: Raw -174658.341565 + Penalty 2367.120674 = -172291.220891
  nChanged 2
		SP:Iteration 22Q (96327.240000 sec): 3 clusters
  Score: Raw -174659.100773 + Penalty 2367.120674 = -172291.980099
  nChanged 4
		SP:Iteration 23Q (96327.270000 sec): 3 clusters
  Score: Raw -174660.210975 + Penalty 2367.120674 = -172293.090301
  nChanged 2
		SP:Iteration 24Q (96327.300000 sec): 3 clusters
  Score: Raw -174662.093296 + Penalty 2367.120674 = -172294.972622
  nChanged 2
		SP:Iteration 25Q (96327.340000 sec): 3 clusters
  Score: Raw -174662.702572 + Penalty 2367.120674 = -172295.581898
  nChanged 1
		SP:Iteration 26Q (96327.370000 sec): 3 clusters
  Score: Raw -174663.273999 + Penalty 2367.120674 = -172296.153324
  nChanged 0
		SP:Iteration 27F (96327.400000 sec): 3 clusters
  Score: Raw -174663.273999 + Penalty 2367.120674 = -172296.153324
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 67 (127 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (96327.430000 sec): 2 clusters
  Score: Raw -8944.653045 + Penalty 787.180402 = -8157.472643
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (96327.440000 sec): 3 clusters
  Score: Raw -9251.964031 + Penalty 1574.360803 = -7677.603228
  nChanged 11
		SP:Iteration 1F (96327.440000 sec): 3 clusters
  Score: Raw -9303.573565 + Penalty 1574.360803 = -7729.212762
  nChanged 4
		SP:Iteration 2Q (96327.450000 sec): 3 clusters
  Score: Raw -9322.038048 + Penalty 1574.360803 = -7747.677245
  nChanged 3
		SP:Iteration 3Q (96327.460000 sec): 3 clusters
  Score: Raw -9350.941723 + Penalty 1574.360803 = -7776.580919
  nChanged 3
		SP:Iteration 4Q (96327.470000 sec): 3 clusters
  Score: Raw -9368.695977 + Penalty 1574.360803 = -7794.335174
  nChanged 3
		SP:Iteration 5Q (96327.480000 sec): 3 clusters
  Score: Raw -9382.373626 + Penalty 1574.360803 = -7808.012823
  nChanged 2
		SP:Iteration 6Q (96327.480000 sec): 3 clusters
  Score: Raw -9391.440507 + Penalty 1574.360803 = -7817.079704
  nChanged 2
		SP:Iteration 7Q (96327.490000 sec): 3 clusters
  Score: Raw -9400.852884 + Penalty 1574.360803 = -7826.492081
  nChanged 1
		SP:Iteration 8Q (96327.500000 sec): 3 clusters
  Score: Raw -9408.774788 + Penalty 1574.360803 = -7834.413984
  nChanged 0
		SP:Iteration 9F (96327.510000 sec): 3 clusters
  Score: Raw -9408.774788 + Penalty 1574.360803 = -7834.413984
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 68 (1281 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (96327.560000 sec): 2 clusters
  Score: Raw -149800.146266 + Penalty 1162.751899 = -148637.394367
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (96327.590000 sec): 3 clusters
  Score: Raw -149357.605836 + Penalty 2325.503798 = -147032.102038
  nChanged 398
		SP:Iteration 1F (96327.620000 sec): 3 clusters
  Score: Raw -149692.239097 + Penalty 2325.503798 = -147366.735299
  nChanged 100
		SP:Iteration 2F (96327.650000 sec): 3 clusters
  Score: Raw -149788.608843 + Penalty 2325.503798 = -147463.105045
  nChanged 54
		SP:Iteration 3Q (96327.680000 sec): 3 clusters
  Score: Raw -149847.621464 + Penalty 2325.503798 = -147522.117666
  nChanged 42
		SP:Iteration 4Q (96327.720000 sec): 3 clusters
  Score: Raw -149891.213640 + Penalty 2325.503798 = -147565.709842
  nChanged 47
		SP:Iteration 5Q (96327.750000 sec): 3 clusters
  Score: Raw -149932.972449 + Penalty 2325.503798 = -147607.468651
  nChanged 36
		SP:Iteration 6Q (96327.780000 sec): 3 clusters
  Score: Raw -149971.075524 + Penalty 2325.503798 = -147645.571726
  nChanged 29
		SP:Iteration 7Q (96327.810000 sec): 3 clusters
  Score: Raw -150004.660384 + Penalty 2325.503798 = -147679.156585
  nChanged 24
		SP:Iteration 8Q (96327.840000 sec): 3 clusters
  Score: Raw -150031.786406 + Penalty 2325.503798 = -147706.282607
  nChanged 24
		SP:Iteration 9Q (96327.880000 sec): 3 clusters
  Score: Raw -150053.865990 + Penalty 2325.503798 = -147728.362192
  nChanged 24
		SP:Iteration 10Q (96327.910000 sec): 3 clusters
  Score: Raw -150077.913956 + Penalty 2325.503798 = -147752.410158
  nChanged 25
		SP:Iteration 11Q (96327.940000 sec): 3 clusters
  Score: Raw -150106.415155 + Penalty 2325.503798 = -147780.911357
  nChanged 32
		SP:Iteration 12Q (96327.970000 sec): 3 clusters
  Score: Raw -150157.477451 + Penalty 2325.503798 = -147831.973653
  nChanged 33
		SP:Iteration 13Q (96328.000000 sec): 3 clusters
  Score: Raw -150214.733629 + Penalty 2325.503798 = -147889.229831
  nChanged 40
		SP:Iteration 14Q (96328.030000 sec): 3 clusters
  Score: Raw -150293.208319 + Penalty 2325.503798 = -147967.704521
  nChanged 37
		SP:Iteration 15Q (96328.060000 sec): 3 clusters
  Score: Raw -150356.058475 + Penalty 2325.503798 = -148030.554677
  nChanged 20
		SP:Iteration 16Q (96328.100000 sec): 3 clusters
  Score: Raw -150379.885788 + Penalty 2325.503798 = -148054.381989
  nChanged 15
		SP:Iteration 17Q (96328.130000 sec): 3 clusters
  Score: Raw -150400.850304 + Penalty 2325.503798 = -148075.346506
  nChanged 15
		SP:Iteration 18Q (96328.160000 sec): 3 clusters
  Score: Raw -150414.492735 + Penalty 2325.503798 = -148088.988937
  nChanged 11
		SP:Iteration 19Q (96328.190000 sec): 3 clusters
  Score: Raw -150432.610779 + Penalty 2325.503798 = -148107.106980
  nChanged 12
		SP:Iteration 20F (96328.220000 sec): 3 clusters
  Score: Raw -150445.215716 + Penalty 2325.503798 = -148119.711918
  nChanged 12
		SP:Iteration 21Q (96328.250000 sec): 3 clusters
  Score: Raw -150461.898658 + Penalty 2325.503798 = -148136.394860
  nChanged 14
		SP:Iteration 22Q (96328.280000 sec): 3 clusters
  Score: Raw -150481.752491 + Penalty 2325.503798 = -148156.248693
  nChanged 14
		SP:Iteration 23Q (96328.320000 sec): 3 clusters
  Score: Raw -150514.687753 + Penalty 2325.503798 = -148189.183955
  nChanged 17
		SP:Iteration 24Q (96328.340000 sec): 3 clusters
  Score: Raw -150546.983642 + Penalty 2325.503798 = -148221.479844
  nChanged 11
		SP:Iteration 25Q (96328.380000 sec): 3 clusters
  Score: Raw -150560.326030 + Penalty 2325.503798 = -148234.822232
  nChanged 9
		SP:Iteration 26Q (96328.410000 sec): 3 clusters
  Score: Raw -150568.926143 + Penalty 2325.503798 = -148243.422345
  nChanged 7
		SP:Iteration 27Q (96328.440000 sec): 3 clusters
  Score: Raw -150577.536301 + Penalty 2325.503798 = -148252.032503
  nChanged 8
		SP:Iteration 28Q (96328.470000 sec): 3 clusters
  Score: Raw -150594.812647 + Penalty 2325.503798 = -148269.308849
  nChanged 9
		SP:Iteration 29Q (96328.500000 sec): 3 clusters
  Score: Raw -150606.467905 + Penalty 2325.503798 = -148280.964107
  nChanged 7
		SP:Iteration 30Q (96328.530000 sec): 3 clusters
  Score: Raw -150611.684714 + Penalty 2325.503798 = -148286.180916
  nChanged 3
		SP:Iteration 31Q (96328.560000 sec): 3 clusters
  Score: Raw -150614.578663 + Penalty 2325.503798 = -148289.074865
  nChanged 0
		SP:Iteration 32F (96328.600000 sec): 3 clusters
  Score: Raw -150614.578663 + Penalty 2325.503798 = -148289.074865
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 69 (245 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (96328.630000 sec): 2 clusters
  Score: Raw -20004.780846 + Penalty 893.954459 = -19110.826387
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (96328.640000 sec): 3 clusters
  Score: Raw -20121.719773 + Penalty 1787.908918 = -18333.810855
  nChanged 53
		SP:Iteration 1F (96328.640000 sec): 3 clusters
  Score: Raw -20347.218057 + Penalty 1787.908918 = -18559.309139
  nChanged 20
		SP:Iteration 2F (96328.650000 sec): 3 clusters
  Score: Raw -20456.436441 + Penalty 1787.908918 = -18668.527523
  nChanged 12
		SP:Iteration 3Q (96328.660000 sec): 3 clusters
  Score: Raw -20594.457369 + Penalty 1787.908918 = -18806.548450
  nChanged 6
		SP:Iteration 4Q (96328.660000 sec): 3 clusters
  Score: Raw -20661.896736 + Penalty 1787.908918 = -18873.987818
  nChanged 5
		SP:Iteration 5Q (96328.670000 sec): 3 clusters
  Score: Raw -20711.866147 + Penalty 1787.908918 = -18923.957228
  nChanged 3
		SP:Iteration 6Q (96328.680000 sec): 3 clusters
  Score: Raw -20765.596091 + Penalty 1787.908918 = -18977.687173
  nChanged 1
		SP:Iteration 7Q (96328.690000 sec): 3 clusters
  Score: Raw -20772.270773 + Penalty 1787.908918 = -18984.361855
  nChanged 0
		SP:Iteration 8F (96328.700000 sec): 3 clusters
  Score: Raw -20772.270773 + Penalty 1787.908918 = -18984.361855
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 70 (42594 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (96329.000000 sec): 2 clusters
  Score: Raw -5127030.607255 + Penalty 1732.163660 = -5125298.443595
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (96329.520000 sec): 3 clusters
  Score: Raw -5100168.744700 + Penalty 3464.327320 = -5096704.417380
  nChanged 19965
		SP:Iteration 1F (96330.060000 sec): 3 clusters
  Score: Raw -5111619.907708 + Penalty 3464.327320 = -5108155.580388
  nChanged 1823
		SP:Iteration 2Q (96330.560000 sec): 3 clusters
  Score: Raw -5112225.790742 + Penalty 3464.327320 = -5108761.463422
  nChanged 1922
		SP:Iteration 3Q (96331.090000 sec): 3 clusters
  Score: Raw -5112962.901029 + Penalty 3464.327320 = -5109498.573709
  nChanged 2086
		SP:Iteration 4Q (96331.610000 sec): 3 clusters
  Score: Raw -5113935.731813 + Penalty 3464.327320 = -5110471.404493
  nChanged 2411
		SP:Iteration 5F (96332.140000 sec): 3 clusters
  Score: Raw -5115288.613717 + Penalty 3464.327320 = -5111824.286397
  nChanged 2764
		SP:Iteration 6F (96332.590000 sec): 3 clusters
  Score: Raw -5117182.423758 + Penalty 3464.327320 = -5113718.096438
  nChanged 2986
		SP:Iteration 7F (96333.070000 sec): 3 clusters
  Score: Raw -5119642.617762 + Penalty 3464.327320 = -5116178.290442
  nChanged 2910
		SP:Iteration 8F (96333.510000 sec): 3 clusters
  Score: Raw -5122289.977463 + Penalty 3464.327320 = -5118825.650143
  nChanged 2324
		SP:Iteration 9F (96334.040000 sec): 3 clusters
  Score: Raw -5124391.512038 + Penalty 3464.327320 = -5120927.184718
  nChanged 1580
		SP:Iteration 10Q (96334.530000 sec): 3 clusters
  Score: Raw -5125759.799568 + Penalty 3464.327320 = -5122295.472247
  nChanged 1073
		SP:Iteration 11Q (96335.020000 sec): 3 clusters
  Score: Raw -5126684.015129 + Penalty 3464.327320 = -5123219.687809
  nChanged 680
		SP:Iteration 12Q (96335.420000 sec): 3 clusters
  Score: Raw -5127266.084801 + Penalty 3464.327320 = -5123801.757481
  nChanged 408
		SP:Iteration 13Q (96335.900000 sec): 3 clusters
  Score: Raw -5127623.101332 + Penalty 3464.327320 = -5124158.774012
  nChanged 219
		SP:Iteration 14Q (96336.280000 sec): 3 clusters
  Score: Raw -5127826.120504 + Penalty 3464.327320 = -5124361.793184
  nChanged 137
		SP:Iteration 15Q (96336.760000 sec): 3 clusters
  Score: Raw -5127950.903212 + Penalty 3464.327320 = -5124486.575892
  nChanged 70
		SP:Iteration 16Q (96337.230000 sec): 3 clusters
  Score: Raw -5128024.681707 + Penalty 3464.327320 = -5124560.354387
  nChanged 51
		SP:Iteration 17Q (96337.700000 sec): 3 clusters
  Score: Raw -5128075.613022 + Penalty 3464.327320 = -5124611.285702
  nChanged 37
		SP:Iteration 18Q (96338.200000 sec): 3 clusters
  Score: Raw -5128106.968661 + Penalty 3464.327320 = -5124642.641341
  nChanged 28
		SP:Iteration 19Q (96338.680000 sec): 3 clusters
  Score: Raw -5128134.341479 + Penalty 3464.327320 = -5124670.014159
  nChanged 23
		SP:Iteration 20F (96339.220000 sec): 3 clusters
  Score: Raw -5128151.400627 + Penalty 3464.327320 = -5124687.073307
  nChanged 14
		SP:Iteration 21Q (96339.670000 sec): 3 clusters
  Score: Raw -5128162.481452 + Penalty 3464.327320 = -5124698.154132
  nChanged 11
		SP:Iteration 22Q (96340.160000 sec): 3 clusters
  Score: Raw -5128172.396650 + Penalty 3464.327320 = -5124708.069330
  nChanged 16
		SP:Iteration 23Q (96340.620000 sec): 3 clusters
  Score: Raw -5128190.492936 + Penalty 3464.327320 = -5124726.165616
  nChanged 15
		SP:Iteration 24Q (96341.100000 sec): 3 clusters
  Score: Raw -5128211.621785 + Penalty 3464.327320 = -5124747.294465
  nChanged 26
		SP:Iteration 25Q (96341.540000 sec): 3 clusters
  Score: Raw -5128262.400413 + Penalty 3464.327320 = -5124798.073093
  nChanged 32
		SP:Iteration 26Q (96342.040000 sec): 3 clusters
  Score: Raw -5128305.830345 + Penalty 3464.327320 = -5124841.503025
  nChanged 23
		SP:Iteration 27Q (96342.520000 sec): 3 clusters
  Score: Raw -5128333.763322 + Penalty 3464.327320 = -5124869.436002
  nChanged 10
		SP:Iteration 28Q (96343.010000 sec): 3 clusters
  Score: Raw -5128346.117367 + Penalty 3464.327320 = -5124881.790047
  nChanged 6
		SP:Iteration 29Q (96343.500000 sec): 3 clusters
  Score: Raw -5128352.644996 + Penalty 3464.327320 = -5124888.317676
  nChanged 6
		SP:Iteration 30Q (96343.990000 sec): 3 clusters
  Score: Raw -5128356.368889 + Penalty 3464.327320 = -5124892.041568
  nChanged 3
		SP:Iteration 31Q (96344.480000 sec): 3 clusters
  Score: Raw -5128359.933156 + Penalty 3464.327320 = -5124895.605835
  nChanged 4
		SP:Iteration 32Q (96344.970000 sec): 3 clusters
  Score: Raw -5128363.099542 + Penalty 3464.327320 = -5124898.772222
  nChanged 3
		SP:Iteration 33Q (96345.460000 sec): 3 clusters
  Score: Raw -5128365.073920 + Penalty 3464.327320 = -5124900.746600
  nChanged 1
		SP:Iteration 34Q (96345.950000 sec): 3 clusters
  Score: Raw -5128365.475253 + Penalty 3464.327320 = -5124901.147933
  nChanged 1
		SP:Iteration 35Q (96346.440000 sec): 3 clusters
  Score: Raw -5128365.923641 + Penalty 3464.327320 = -5124901.596321
  nChanged 0
		SP:Iteration 36F (96346.930000 sec): 3 clusters
  Score: Raw -5128365.923641 + Penalty 3464.327320 = -5124901.596321
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 71 (210 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (96346.990000 sec): 2 clusters
  Score: Raw -15545.537774 + Penalty 868.904974 = -14676.632800
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (96347.160000 sec): 3 clusters
  Score: Raw -15608.931059 + Penalty 1737.809947 = -13871.121112
  nChanged 36
		SP:Iteration 1F (96347.340000 sec): 3 clusters
  Score: Raw -15773.434476 + Penalty 1737.809947 = -14035.624529
  nChanged 14
		SP:Iteration 2F (96347.520000 sec): 3 clusters
  Score: Raw -15823.064185 + Penalty 1737.809947 = -14085.254238
  nChanged 11
		SP:Iteration 3F (96347.690000 sec): 3 clusters
  Score: Raw -15896.809158 + Penalty 1737.809947 = -14158.999211
  nChanged 9
		SP:Iteration 4Q (96347.870000 sec): 3 clusters
  Score: Raw -15945.302867 + Penalty 1737.809947 = -14207.492919
  nChanged 5
		SP:Iteration 5Q (96348.040000 sec): 3 clusters
  Score: Raw -15986.792074 + Penalty 1737.809947 = -14248.982127
  nChanged 2
		SP:Iteration 6Q (96348.220000 sec): 3 clusters
  Score: Raw -15996.626172 + Penalty 1737.809947 = -14258.816224
  nChanged 3
		SP:Iteration 7Q (96348.400000 sec): 3 clusters
  Score: Raw -16006.610075 + Penalty 1737.809947 = -14268.800127
  nChanged 6
		SP:Iteration 8Q (96348.570000 sec): 3 clusters
  Score: Raw -16024.951715 + Penalty 1737.809947 = -14287.141768
  nChanged 4
		SP:Iteration 9Q (96348.750000 sec): 3 clusters
  Score: Raw -16050.166177 + Penalty 1737.809947 = -14312.356230
  nChanged 3
		SP:Iteration 10Q (96348.920000 sec): 3 clusters
  Score: Raw -16065.319046 + Penalty 1737.809947 = -14327.509099
  nChanged 3
		SP:Iteration 11Q (96349.100000 sec): 3 clusters
  Score: Raw -16097.702390 + Penalty 1737.809947 = -14359.892442
  nChanged 2
		SP:Iteration 12Q (96349.280000 sec): 3 clusters
  Score: Raw -16104.949843 + Penalty 1737.809947 = -14367.139895
  nChanged 1
		SP:Iteration 13Q (96349.450000 sec): 3 clusters
  Score: Raw -16109.005914 + Penalty 1737.809947 = -14371.195967
  nChanged 1
		SP:Iteration 14Q (96349.630000 sec): 3 clusters
  Score: Raw -16113.661691 + Penalty 1737.809947 = -14375.851743
  nChanged 1
		SP:Iteration 15Q (96349.780000 sec): 3 clusters
  Score: Raw -16118.655055 + Penalty 1737.809947 = -14380.845107
  nChanged 0
		SP:Iteration 16F (96349.880000 sec): 3 clusters
  Score: Raw -16118.655055 + Penalty 1737.809947 = -14380.845107
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 72 (536 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (96349.910000 sec): 2 clusters
  Score: Raw -77285.015003 + Penalty 1021.171801 = -76263.843202
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (96349.930000 sec): 3 clusters
  Score: Raw -77258.616634 + Penalty 2042.343602 = -75216.273032
  nChanged 133
		SP:Iteration 1F (96349.950000 sec): 3 clusters
  Score: Raw -77489.371882 + Penalty 2042.343602 = -75447.028280
  nChanged 29
		SP:Iteration 2F (96349.970000 sec): 3 clusters
  Score: Raw -77604.733950 + Penalty 2042.343602 = -75562.390348
  nChanged 30
		SP:Iteration 3F (96349.980000 sec): 3 clusters
  Score: Raw -77677.017620 + Penalty 2042.343602 = -75634.674017
  nChanged 29
		SP:Iteration 4F (96350.000000 sec): 3 clusters
  Score: Raw -77761.224006 + Penalty 2042.343602 = -75718.880404
  nChanged 19
		SP:Iteration 5Q (96350.010000 sec): 3 clusters
  Score: Raw -77831.160912 + Penalty 2042.343602 = -75788.817309
  nChanged 18
		SP:Iteration 6Q (96350.030000 sec): 3 clusters
  Score: Raw -77908.222077 + Penalty 2042.343602 = -75865.878474
  nChanged 13
		SP:Iteration 7Q (96350.040000 sec): 3 clusters
  Score: Raw -77978.221282 + Penalty 2042.343602 = -75935.877680
  nChanged 15
		SP:Iteration 8Q (96350.060000 sec): 3 clusters
  Score: Raw -78044.103593 + Penalty 2042.343602 = -76001.759991
  nChanged 14
		SP:Iteration 9Q (96350.080000 sec): 3 clusters
  Score: Raw -78081.906976 + Penalty 2042.343602 = -76039.563373
  nChanged 10
		SP:Iteration 10Q (96350.090000 sec): 3 clusters
  Score: Raw -78108.079528 + Penalty 2042.343602 = -76065.735926
  nChanged 9
		SP:Iteration 11Q (96350.110000 sec): 3 clusters
  Score: Raw -78162.729191 + Penalty 2042.343602 = -76120.385589
  nChanged 10
		SP:Iteration 12Q (96350.120000 sec): 3 clusters
  Score: Raw -78189.784520 + Penalty 2042.343602 = -76147.440918
  nChanged 2
		SP:Iteration 13Q (96350.140000 sec): 3 clusters
  Score: Raw -78193.876597 + Penalty 2042.343602 = -76151.532995
  nChanged 2
		SP:Iteration 14Q (96350.150000 sec): 3 clusters
  Score: Raw -78197.240616 + Penalty 2042.343602 = -76154.897014
  nChanged 1
		SP:Iteration 15Q (96350.170000 sec): 3 clusters
  Score: Raw -78198.896171 + Penalty 2042.343602 = -76156.552569
  nChanged 0
		SP:Iteration 16F (96350.180000 sec): 3 clusters
  Score: Raw -78199.617197 + Penalty 2042.343602 = -76157.273594
  nChanged 1
		SP:Iteration 17Q (96350.200000 sec): 3 clusters
  Score: Raw -78202.768808 + Penalty 2042.343602 = -76160.425206
  nChanged 2
		SP:Iteration 18Q (96350.220000 sec): 3 clusters
  Score: Raw -78204.497325 + Penalty 2042.343602 = -76162.153723
  nChanged 0
		SP:Iteration 19F (96350.230000 sec): 3 clusters
  Score: Raw -78204.497325 + Penalty 2042.343602 = -76162.153723
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 73 (133 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (96350.260000 sec): 2 clusters
  Score: Raw -15200.224583 + Penalty 794.681733 = -14405.542850
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (96350.270000 sec): 3 clusters
  Score: Raw -15395.030665 + Penalty 1589.363467 = -13805.667198
  nChanged 16
		SP:Iteration 1F (96350.280000 sec): 3 clusters
  Score: Raw -15499.025515 + Penalty 1589.363467 = -13909.662048
  nChanged 5
		SP:Iteration 2Q (96350.280000 sec): 3 clusters
  Score: Raw -15519.884819 + Penalty 1589.363467 = -13930.521352
  nChanged 0
		SP:Iteration 3F (96350.290000 sec): 3 clusters
  Score: Raw -15519.884819 + Penalty 1589.363467 = -13930.521352
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 74 (7895 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (96350.400000 sec): 2 clusters
  Score: Raw -992921.140365 + Penalty 1458.272551 = -991462.867814
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (96350.530000 sec): 3 clusters
  Score: Raw -988526.089954 + Penalty 2916.545101 = -985609.544853
  nChanged 3349
		SP:Iteration 1F (96350.650000 sec): 3 clusters
  Score: Raw -990269.306260 + Penalty 2916.545101 = -987352.761159
  nChanged 500
		SP:Iteration 2F (96350.760000 sec): 3 clusters
  Score: Raw -990493.526165 + Penalty 2916.545101 = -987576.981064
  nChanged 411
		SP:Iteration 3F (96350.980000 sec): 3 clusters
  Score: Raw -990669.268139 + Penalty 2916.545101 = -987752.723038
  nChanged 342
		SP:Iteration 4Q (96351.170000 sec): 3 clusters
  Score: Raw -990804.486157 + Penalty 2916.545101 = -987887.941056
  nChanged 283
		SP:Iteration 5Q (96351.370000 sec): 3 clusters
  Score: Raw -990916.109324 + Penalty 2916.545101 = -987999.564223
  nChanged 254
		SP:Iteration 6Q (96351.570000 sec): 3 clusters
  Score: Raw -991024.400404 + Penalty 2916.545101 = -988107.855302
  nChanged 260
		SP:Iteration 7Q (96351.760000 sec): 3 clusters
  Score: Raw -991140.621578 + Penalty 2916.545101 = -988224.076477
  nChanged 246
		SP:Iteration 8Q (96351.910000 sec): 3 clusters
  Score: Raw -991254.248542 + Penalty 2916.545101 = -988337.703441
  nChanged 247
		SP:Iteration 9Q (96352.120000 sec): 3 clusters
  Score: Raw -991375.446495 + Penalty 2916.545101 = -988458.901394
  nChanged 259
		SP:Iteration 10Q (96352.320000 sec): 3 clusters
  Score: Raw -991513.378077 + Penalty 2916.545101 = -988596.832976
  nChanged 235
		SP:Iteration 11Q (96352.510000 sec): 3 clusters
  Score: Raw -991635.821957 + Penalty 2916.545101 = -988719.276856
  nChanged 240
		SP:Iteration 12Q (96352.710000 sec): 3 clusters
  Score: Raw -991752.853795 + Penalty 2916.545101 = -988836.308694
  nChanged 226
		SP:Iteration 13Q (96352.910000 sec): 3 clusters
  Score: Raw -991867.395517 + Penalty 2916.545101 = -988950.850416
  nChanged 196
		SP:Iteration 14Q (96353.110000 sec): 3 clusters
  Score: Raw -991972.404213 + Penalty 2916.545101 = -989055.859111
  nChanged 204
		SP:Iteration 15Q (96353.300000 sec): 3 clusters
  Score: Raw -992093.550992 + Penalty 2916.545101 = -989177.005891
  nChanged 205
		SP:Iteration 16Q (96353.490000 sec): 3 clusters
  Score: Raw -992230.907071 + Penalty 2916.545101 = -989314.361969
  nChanged 188
		SP:Iteration 17Q (96353.610000 sec): 3 clusters
  Score: Raw -992373.467956 + Penalty 2916.545101 = -989456.922854
  nChanged 170
		SP:Iteration 18Q (96353.720000 sec): 3 clusters
  Score: Raw -992533.195727 + Penalty 2916.545101 = -989616.650625
  nChanged 155
		SP:Iteration 19Q (96353.840000 sec): 3 clusters
  Score: Raw -992675.993928 + Penalty 2916.545101 = -989759.448827
  nChanged 123
		SP:Iteration 20F (96354.050000 sec): 3 clusters
  Score: Raw -992773.097209 + Penalty 2916.545101 = -989856.552108
  nChanged 86
		SP:Iteration 21Q (96354.250000 sec): 3 clusters
  Score: Raw -992824.934723 + Penalty 2916.545101 = -989908.389622
  nChanged 70
		SP:Iteration 22Q (96354.450000 sec): 3 clusters
  Score: Raw -992854.268258 + Penalty 2916.545101 = -989937.723157
  nChanged 55
		SP:Iteration 23Q (96354.650000 sec): 3 clusters
  Score: Raw -992877.750080 + Penalty 2916.545101 = -989961.204979
  nChanged 51
		SP:Iteration 24Q (96354.840000 sec): 3 clusters
  Score: Raw -992898.303481 + Penalty 2916.545101 = -989981.758380
  nChanged 39
		SP:Iteration 25Q (96355.040000 sec): 3 clusters
  Score: Raw -992915.907990 + Penalty 2916.545101 = -989999.362889
  nChanged 28
		SP:Iteration 26Q (96355.240000 sec): 3 clusters
  Score: Raw -992926.593958 + Penalty 2916.545101 = -990010.048857
  nChanged 25
		SP:Iteration 27Q (96355.350000 sec): 3 clusters
  Score: Raw -992941.035792 + Penalty 2916.545101 = -990024.490691
  nChanged 22
		SP:Iteration 28Q (96355.470000 sec): 3 clusters
  Score: Raw -992950.447281 + Penalty 2916.545101 = -990033.902180
  nChanged 22
		SP:Iteration 29Q (96355.590000 sec): 3 clusters
  Score: Raw -992960.398982 + Penalty 2916.545101 = -990043.853881
  nChanged 22
		SP:Iteration 30Q (96355.790000 sec): 3 clusters
  Score: Raw -992970.728896 + Penalty 2916.545101 = -990054.183795
  nChanged 17
		SP:Iteration 31Q (96355.900000 sec): 3 clusters
  Score: Raw -992977.814241 + Penalty 2916.545101 = -990061.269140
  nChanged 12
		SP:Iteration 32Q (96356.020000 sec): 3 clusters
  Score: Raw -992983.388704 + Penalty 2916.545101 = -990066.843603
  nChanged 12
		SP:Iteration 33Q (96356.220000 sec): 3 clusters
  Score: Raw -992987.455894 + Penalty 2916.545101 = -990070.910792
  nChanged 11
		SP:Iteration 34Q (96356.460000 sec): 3 clusters
  Score: Raw -992991.483582 + Penalty 2916.545101 = -990074.938481
  nChanged 11
		SP:Iteration 35Q (96356.660000 sec): 3 clusters
  Score: Raw -992996.358833 + Penalty 2916.545101 = -990079.813732
  nChanged 18
		SP:Iteration 36Q (96356.860000 sec): 3 clusters
  Score: Raw -993002.933459 + Penalty 2916.545101 = -990086.388358
  nChanged 10
		SP:Iteration 37Q (96357.050000 sec): 3 clusters
  Score: Raw -993006.169545 + Penalty 2916.545101 = -990089.624444
  nChanged 8
		SP:Iteration 38Q (96357.160000 sec): 3 clusters
  Score: Raw -993008.299837 + Penalty 2916.545101 = -990091.754736
  nChanged 10
		SP:Iteration 39Q (96357.280000 sec): 3 clusters
  Score: Raw -993011.715621 + Penalty 2916.545101 = -990095.170519
  nChanged 8
		SP:Iteration 40F (96357.400000 sec): 3 clusters
  Score: Raw -993015.017621 + Penalty 2916.545101 = -990098.472520
  nChanged 8
		SP:Iteration 41Q (96357.610000 sec): 3 clusters
  Score: Raw -993019.116111 + Penalty 2916.545101 = -990102.571010
  nChanged 10
		SP:Iteration 42Q (96357.810000 sec): 3 clusters
  Score: Raw -993023.211566 + Penalty 2916.545101 = -990106.666465
  nChanged 12
		SP:Iteration 43Q (96358.010000 sec): 3 clusters
  Score: Raw -993027.570114 + Penalty 2916.545101 = -990111.025013
  nChanged 9
		SP:Iteration 44Q (96358.200000 sec): 3 clusters
  Score: Raw -993031.121552 + Penalty 2916.545101 = -990114.576451
  nChanged 11
		SP:Iteration 45Q (96358.390000 sec): 3 clusters
  Score: Raw -993035.601914 + Penalty 2916.545101 = -990119.056813
  nChanged 8
		SP:Iteration 46Q (96358.600000 sec): 3 clusters
  Score: Raw -993038.712320 + Penalty 2916.545101 = -990122.167219
  nChanged 8
		SP:Iteration 47Q (96358.790000 sec): 3 clusters
  Score: Raw -993043.188815 + Penalty 2916.545101 = -990126.643713
  nChanged 7
		SP:Iteration 48Q (96358.900000 sec): 3 clusters
  Score: Raw -993045.099457 + Penalty 2916.545101 = -990128.554356
  nChanged 6
		SP:Iteration 49Q (96359.010000 sec): 3 clusters
  Score: Raw -993047.299529 + Penalty 2916.545101 = -990130.754428
  nChanged 5
		SP:Iteration 50Q (96359.230000 sec): 3 clusters
  Score: Raw -993050.215411 + Penalty 2916.545101 = -990133.670310
  nChanged 4
		SP:Iteration 51Q (96359.430000 sec): 3 clusters
  Score: Raw -993052.331841 + Penalty 2916.545101 = -990135.786740
  nChanged 5
		SP:Iteration 52Q (96359.550000 sec): 3 clusters
  Score: Raw -993054.336259 + Penalty 2916.545101 = -990137.791158
  nChanged 1
		SP:Iteration 53Q (96359.650000 sec): 3 clusters
  Score: Raw -993055.412098 + Penalty 2916.545101 = -990138.866997
  nChanged 3
		SP:Iteration 54Q (96359.860000 sec): 3 clusters
  Score: Raw -993056.527448 + Penalty 2916.545101 = -990139.982347
  nChanged 1
		SP:Iteration 55Q (96359.980000 sec): 3 clusters
  Score: Raw -993056.758725 + Penalty 2916.545101 = -990140.213624
  nChanged 1
		SP:Iteration 56Q (96360.180000 sec): 3 clusters
  Score: Raw -993056.863545 + Penalty 2916.545101 = -990140.318444
  nChanged 1
		SP:Iteration 57Q (96360.370000 sec): 3 clusters
  Score: Raw -993057.092935 + Penalty 2916.545101 = -990140.547834
  nChanged 1
		SP:Iteration 58Q (96360.570000 sec): 3 clusters
  Score: Raw -993057.365147 + Penalty 2916.545101 = -990140.820046
  nChanged 0
		SP:Iteration 59F (96360.770000 sec): 3 clusters
  Score: Raw -993057.365147 + Penalty 2916.545101 = -990140.820046
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 75 (159 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (96360.850000 sec): 2 clusters
  Score: Raw -12625.308056 + Penalty 823.696933 = -11801.611123
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (96361.020000 sec): 3 clusters
  Score: Raw -12789.715677 + Penalty 1647.393866 = -11142.321811
  nChanged 22
		SP:Iteration 1F (96361.200000 sec): 3 clusters
  Score: Raw -12874.069439 + Penalty 1647.393866 = -11226.675573
  nChanged 3
		SP:Iteration 2Q (96361.370000 sec): 3 clusters
  Score: Raw -12900.513096 + Penalty 1647.393866 = -11253.119230
  nChanged 1
		SP:Iteration 3Q (96361.550000 sec): 3 clusters
  Score: Raw -12902.148253 + Penalty 1647.393866 = -11254.754388
  nChanged 0
		SP:Iteration 4F (96361.730000 sec): 3 clusters
  Score: Raw -12902.148253 + Penalty 1647.393866 = -11254.754388
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 78 (1001 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (96361.810000 sec): 2 clusters
  Score: Raw -124076.033544 + Penalty 1122.672652 = -122953.360892
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (96361.990000 sec): 3 clusters
  Score: Raw -123742.865321 + Penalty 2245.345303 = -121497.520018
  nChanged 311
		SP:Iteration 1F (96362.170000 sec): 3 clusters
  Score: Raw -124007.155576 + Penalty 2245.345303 = -121761.810273
  nChanged 76
		SP:Iteration 2F (96362.340000 sec): 3 clusters
  Score: Raw -124080.499494 + Penalty 2245.345303 = -121835.154191
  nChanged 29
		SP:Iteration 3Q (96362.400000 sec): 3 clusters
  Score: Raw -124106.893175 + Penalty 2245.345303 = -121861.547872
  nChanged 20
		SP:Iteration 4Q (96362.420000 sec): 3 clusters
  Score: Raw -124129.109710 + Penalty 2245.345303 = -121883.764407
  nChanged 17
		SP:Iteration 5Q (96362.440000 sec): 3 clusters
  Score: Raw -124147.005330 + Penalty 2245.345303 = -121901.660026
  nChanged 17
		SP:Iteration 6Q (96362.470000 sec): 3 clusters
  Score: Raw -124160.097596 + Penalty 2245.345303 = -121914.752293
  nChanged 9
		SP:Iteration 7Q (96362.490000 sec): 3 clusters
  Score: Raw -124164.792226 + Penalty 2245.345303 = -121919.446922
  nChanged 4
		SP:Iteration 8Q (96362.510000 sec): 3 clusters
  Score: Raw -124167.637860 + Penalty 2245.345303 = -121922.292556
  nChanged 3
		SP:Iteration 9Q (96362.540000 sec): 3 clusters
  Score: Raw -124171.110968 + Penalty 2245.345303 = -121925.765665
  nChanged 4
		SP:Iteration 10Q (96362.560000 sec): 3 clusters
  Score: Raw -124177.451452 + Penalty 2245.345303 = -121932.106149
  nChanged 9
		SP:Iteration 11Q (96362.590000 sec): 3 clusters
  Score: Raw -124183.143840 + Penalty 2245.345303 = -121937.798537
  nChanged 3
		SP:Iteration 12Q (96362.610000 sec): 3 clusters
  Score: Raw -124184.359637 + Penalty 2245.345303 = -121939.014334
  nChanged 1
		SP:Iteration 13Q (96362.630000 sec): 3 clusters
  Score: Raw -124185.644042 + Penalty 2245.345303 = -121940.298738
  nChanged 4
		SP:Iteration 14Q (96362.700000 sec): 3 clusters
  Score: Raw -124189.081310 + Penalty 2245.345303 = -121943.736007
  nChanged 2
		SP:Iteration 15Q (96362.730000 sec): 3 clusters
  Score: Raw -124190.740505 + Penalty 2245.345303 = -121945.395201
  nChanged 1
		SP:Iteration 16Q (96362.750000 sec): 3 clusters
  Score: Raw -124191.439367 + Penalty 2245.345303 = -121946.094063
  nChanged 0
		SP:Iteration 17F (96362.770000 sec): 3 clusters
  Score: Raw -124191.439367 + Penalty 2245.345303 = -121946.094063
  nChanged 0
Iteration 339Q (96526.550000 sec): 77 clusters
  Score: Raw -104761648.230206 + Penalty 169064.743089 = -104592583.487117
  nChanged 42
Iteration 340F (96747.990000 sec): 77 clusters
  Score: Raw -104761650.179188 + Penalty 169064.743089 = -104592585.436099
  nChanged 31
Iteration 341Q (96908.690000 sec): 77 clusters
  Score: Raw -104761652.921620 + Penalty 169064.743089 = -104592588.178531
  nChanged 38
Iteration 342Q (97067.000000 sec): 77 clusters
  Score: Raw -104761655.992865 + Penalty 169064.743089 = -104592591.249776
  nChanged 55
Iteration 343Q (97230.880000 sec): 77 clusters
  Score: Raw -104761660.058957 + Penalty 169064.743089 = -104592595.315868
  nChanged 75
Iteration 344Q (97393.680000 sec): 77 clusters
  Score: Raw -104761666.084678 + Penalty 169064.743089 = -104592601.341589
  nChanged 103
Iteration 345Q (97553.120000 sec): 77 clusters
  Score: Raw -104761673.901017 + Penalty 169064.743089 = -104592609.157928
  nChanged 123
Iteration 346Q (97712.010000 sec): 77 clusters
  Score: Raw -104761684.144049 + Penalty 169064.743089 = -104592619.400960
  nChanged 142
Iteration 347Q (97876.090000 sec): 77 clusters
  Score: Raw -104761700.011435 + Penalty 169064.743089 = -104592635.268346
  nChanged 168
Iteration 348Q (98038.770000 sec): 77 clusters
  Score: Raw -104761717.445894 + Penalty 169064.743089 = -104592652.702805
  nChanged 214
Iteration 349Q (98200.250000 sec): 77 clusters
  Score: Raw -104761742.652954 + Penalty 169064.743089 = -104592677.909865
  nChanged 247
Iteration 350Q (98354.710000 sec): 77 clusters
  Score: Raw -104761767.903429 + Penalty 169064.743089 = -104592703.160340
  nChanged 284
Iteration 351Q (98517.650000 sec): 77 clusters
  Score: Raw -104761793.287629 + Penalty 169064.743089 = -104592728.544540
  nChanged 278
Iteration 352Q (98680.760000 sec): 77 clusters
  Score: Raw -104761814.855714 + Penalty 169064.743089 = -104592750.112625
  nChanged 289
Iteration 353Q (98845.120000 sec): 77 clusters
  Score: Raw -104761834.814837 + Penalty 169064.743089 = -104592770.071748
  nChanged 260
Iteration 354Q (99007.760000 sec): 77 clusters
  Score: Raw -104761848.903961 + Penalty 169064.743089 = -104592784.160872
  nChanged 236
Iteration 355Q (99169.630000 sec): 77 clusters
  Score: Raw -104761860.091302 + Penalty 169064.743089 = -104592795.348213
  nChanged 201
Iteration 356Q (99329.350000 sec): 77 clusters
  Score: Raw -104761869.475705 + Penalty 169064.743089 = -104592804.732616
  nChanged 191
Iteration 357Q (99491.600000 sec): 77 clusters
  Score: Raw -104761878.516510 + Penalty 169064.743089 = -104592813.773421
  nChanged 198
Iteration 358Q (99653.890000 sec): 77 clusters
  Score: Raw -104761888.054202 + Penalty 169064.743089 = -104592823.311113
  nChanged 184
Iteration 359Q (99817.540000 sec): 77 clusters
  Score: Raw -104761894.450674 + Penalty 169064.743089 = -104592829.707585
  nChanged 153
Iteration 360F (100039.240000 sec): 77 clusters
  Score: Raw -104761899.457302 + Penalty 169064.743089 = -104592834.714213
  nChanged 137
Iteration 361Q (100200.520000 sec): 77 clusters
  Score: Raw -104761903.575616 + Penalty 169064.743089 = -104592838.832527
  nChanged 120
Iteration 362Q (100360.160000 sec): 77 clusters
  Score: Raw -104761908.835997 + Penalty 169064.743089 = -104592844.092908
  nChanged 133
Iteration 363Q (100520.460000 sec): 77 clusters
  Score: Raw -104761914.428365 + Penalty 169064.743089 = -104592849.685276
  nChanged 130
Iteration 364Q (100679.880000 sec): 77 clusters
  Score: Raw -104761919.645129 + Penalty 169064.743089 = -104592854.902040
  nChanged 125
Iteration 365Q (100841.390000 sec): 77 clusters
  Score: Raw -104761924.858798 + Penalty 169064.743089 = -104592860.115709
  nChanged 130
Iteration 366Q (101000.990000 sec): 77 clusters
  Score: Raw -104761930.212515 + Penalty 169064.743089 = -104592865.469426
  nChanged 122
Iteration 367Q (101161.090000 sec): 77 clusters
  Score: Raw -104761935.208269 + Penalty 169064.743089 = -104592870.465180
  nChanged 115
Iteration 368Q (101320.170000 sec): 77 clusters
  Score: Raw -104761939.478797 + Penalty 169064.743089 = -104592874.735708
  nChanged 92
Iteration 369Q (101481.590000 sec): 77 clusters
  Score: Raw -104761942.512476 + Penalty 169064.743089 = -104592877.769387
  nChanged 78
Iteration 370Q (101645.230000 sec): 77 clusters
  Score: Raw -104761944.681275 + Penalty 169064.743089 = -104592879.938186
  nChanged 67
Iteration 371Q (101808.320000 sec): 77 clusters
  Score: Raw -104761947.222283 + Penalty 169064.743089 = -104592882.479194
  nChanged 68
Iteration 372Q (101970.780000 sec): 77 clusters
  Score: Raw -104761949.671637 + Penalty 169064.743089 = -104592884.928548
  nChanged 72
Iteration 373Q (102134.680000 sec): 77 clusters
  Score: Raw -104761951.983215 + Penalty 169064.743089 = -104592887.240126
  nChanged 75
Iteration 374Q (102298.220000 sec): 77 clusters
  Score: Raw -104761955.360977 + Penalty 169064.743089 = -104592890.617888
  nChanged 76
Iteration 375Q (102455.190000 sec): 77 clusters
  Score: Raw -104761957.797978 + Penalty 169064.743089 = -104592893.054889
  nChanged 67
Iteration 376Q (102618.430000 sec): 77 clusters
  Score: Raw -104761960.053027 + Penalty 169064.743089 = -104592895.309938
  nChanged 63
Iteration 377Q (102781.080000 sec): 77 clusters
  Score: Raw -104761962.165650 + Penalty 169064.743089 = -104592897.422561
  nChanged 53
Iteration 378Q (102941.180000 sec): 77 clusters
  Score: Raw -104761964.459333 + Penalty 169064.743089 = -104592899.716244
  nChanged 54
Writing temp clu file 
Because OldScore, -104592897.422561, is greater than current (better) Score,-104592899.716244 
 Compute initial score before splitting:   Score: Raw -104761964.459333 + Penalty 169064.743089 = -104592899.716244
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 1 (381 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (102941.360000 sec): 2 clusters
  Score: Raw -35808.313335 + Penalty 965.704898 = -34842.608436
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (102941.530000 sec): 3 clusters
  Score: Raw -35870.913348 + Penalty 1931.409797 = -33939.503551
  nChanged 80
		SP:Iteration 1F (102941.690000 sec): 3 clusters
  Score: Raw -36053.720571 + Penalty 1931.409797 = -34122.310774
  nChanged 28
		SP:Iteration 2F (102941.860000 sec): 3 clusters
  Score: Raw -36140.971580 + Penalty 1931.409797 = -34209.561783
  nChanged 18
		SP:Iteration 3Q (102942.020000 sec): 3 clusters
  Score: Raw -36201.047627 + Penalty 1931.409797 = -34269.637830
  nChanged 16
		SP:Iteration 4Q (102942.190000 sec): 3 clusters
  Score: Raw -36272.364632 + Penalty 1931.409797 = -34340.954835
  nChanged 13
		SP:Iteration 5Q (102942.350000 sec): 3 clusters
  Score: Raw -36323.539295 + Penalty 1931.409797 = -34392.129498
  nChanged 6
		SP:Iteration 6Q (102942.510000 sec): 3 clusters
  Score: Raw -36333.673366 + Penalty 1931.409797 = -34402.263569
  nChanged 4
		SP:Iteration 7Q (102942.670000 sec): 3 clusters
  Score: Raw -36351.115583 + Penalty 1931.409797 = -34419.705787
  nChanged 4
		SP:Iteration 8Q (102942.830000 sec): 3 clusters
  Score: Raw -36361.583763 + Penalty 1931.409797 = -34430.173966
  nChanged 1
		SP:Iteration 9Q (102942.990000 sec): 3 clusters
  Score: Raw -36363.392064 + Penalty 1931.409797 = -34431.982267
  nChanged 1
		SP:Iteration 10Q (102943.150000 sec): 3 clusters
  Score: Raw -36364.780187 + Penalty 1931.409797 = -34433.370390
  nChanged 0
		SP:Iteration 11F (102943.310000 sec): 3 clusters
  Score: Raw -36365.190874 + Penalty 1931.409797 = -34433.781077
  nChanged 1
		SP:Iteration 12Q (102943.470000 sec): 3 clusters
  Score: Raw -36375.069467 + Penalty 1931.409797 = -34443.659670
  nChanged 2
		SP:Iteration 13Q (102943.630000 sec): 3 clusters
  Score: Raw -36381.293964 + Penalty 1931.409797 = -34449.884167
  nChanged 2
		SP:Iteration 14Q (102943.790000 sec): 3 clusters
  Score: Raw -36388.418129 + Penalty 1931.409797 = -34457.008332
  nChanged 3
		SP:Iteration 15Q (102943.960000 sec): 3 clusters
  Score: Raw -36402.843459 + Penalty 1931.409797 = -34471.433663
  nChanged 3
		SP:Iteration 16Q (102944.130000 sec): 3 clusters
  Score: Raw -36423.379305 + Penalty 1931.409797 = -34491.969508
  nChanged 6
		SP:Iteration 17Q (102944.310000 sec): 3 clusters
  Score: Raw -36449.067637 + Penalty 1931.409797 = -34517.657840
  nChanged 1
		SP:Iteration 18Q (102944.480000 sec): 3 clusters
  Score: Raw -36454.911429 + Penalty 1931.409797 = -34523.501632
  nChanged 1
		SP:Iteration 19Q (102944.660000 sec): 3 clusters
  Score: Raw -36464.677598 + Penalty 1931.409797 = -34533.267801
  nChanged 3
		SP:Iteration 20F (102944.830000 sec): 3 clusters
  Score: Raw -36481.566331 + Penalty 1931.409797 = -34550.156534
  nChanged 4
		SP:Iteration 21Q (102945.010000 sec): 3 clusters
  Score: Raw -36494.319111 + Penalty 1931.409797 = -34562.909314
  nChanged 2
		SP:Iteration 22Q (102945.190000 sec): 3 clusters
  Score: Raw -36501.368862 + Penalty 1931.409797 = -34569.959065
  nChanged 1
		SP:Iteration 23Q (102945.360000 sec): 3 clusters
  Score: Raw -36503.926150 + Penalty 1931.409797 = -34572.516353
  nChanged 1
		SP:Iteration 24Q (102945.540000 sec): 3 clusters
  Score: Raw -36505.013031 + Penalty 1931.409797 = -34573.603234
  nChanged 0
		SP:Iteration 25F (102945.710000 sec): 3 clusters
  Score: Raw -36505.013031 + Penalty 1931.409797 = -34573.603234
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 2 (29242 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (102946.000000 sec): 2 clusters
  Score: Raw -3583023.118742 + Penalty 1671.046213 = -3581352.072529
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (102946.420000 sec): 3 clusters
  Score: Raw -3565092.698652 + Penalty 3342.092426 = -3561750.606226
  nChanged 13383
		SP:Iteration 1F (102946.840000 sec): 3 clusters
  Score: Raw -3572464.416216 + Penalty 3342.092426 = -3569122.323790
  nChanged 1303
		SP:Iteration 2Q (102947.250000 sec): 3 clusters
  Score: Raw -3572854.335227 + Penalty 3342.092426 = -3569512.242801
  nChanged 1216
		SP:Iteration 3Q (102947.670000 sec): 3 clusters
  Score: Raw -3573225.520395 + Penalty 3342.092426 = -3569883.427969
  nChanged 1123
		SP:Iteration 4Q (102947.990000 sec): 3 clusters
  Score: Raw -3573610.586888 + Penalty 3342.092426 = -3570268.494462
  nChanged 1180
		SP:Iteration 5Q (102948.390000 sec): 3 clusters
  Score: Raw -3574039.842687 + Penalty 3342.092426 = -3570697.750261
  nChanged 1217
		SP:Iteration 6Q (102948.790000 sec): 3 clusters
  Score: Raw -3574537.972626 + Penalty 3342.092426 = -3571195.880200
  nChanged 1233
		SP:Iteration 7Q (102949.240000 sec): 3 clusters
  Score: Raw -3575123.984527 + Penalty 3342.092426 = -3571781.892100
  nChanged 1299
		SP:Iteration 8Q (102949.650000 sec): 3 clusters
  Score: Raw -3575830.678538 + Penalty 3342.092426 = -3572488.586112
  nChanged 1366
		SP:Iteration 9Q (102950.110000 sec): 3 clusters
  Score: Raw -3576665.956618 + Penalty 3342.092426 = -3573323.864192
  nChanged 1350
		SP:Iteration 10Q (102950.560000 sec): 3 clusters
  Score: Raw -3577530.501100 + Penalty 3342.092426 = -3574188.408674
  nChanged 1289
		SP:Iteration 11Q (102950.910000 sec): 3 clusters
  Score: Raw -3578216.707236 + Penalty 3342.092426 = -3574874.614809
  nChanged 1001
		SP:Iteration 12Q (102951.360000 sec): 3 clusters
  Score: Raw -3578589.031018 + Penalty 3342.092426 = -3575246.938592
  nChanged 698
		SP:Iteration 13Q (102951.770000 sec): 3 clusters
  Score: Raw -3578770.852765 + Penalty 3342.092426 = -3575428.760339
  nChanged 411
		SP:Iteration 14Q (102952.140000 sec): 3 clusters
  Score: Raw -3578858.735812 + Penalty 3342.092426 = -3575516.643386
  nChanged 284
		SP:Iteration 15Q (102952.560000 sec): 3 clusters
  Score: Raw -3578910.824842 + Penalty 3342.092426 = -3575568.732416
  nChanged 215
		SP:Iteration 16Q (102952.930000 sec): 3 clusters
  Score: Raw -3578950.762456 + Penalty 3342.092426 = -3575608.670030
  nChanged 228
		SP:Iteration 17Q (102953.340000 sec): 3 clusters
  Score: Raw -3578994.088782 + Penalty 3342.092426 = -3575651.996356
  nChanged 232
		SP:Iteration 18Q (102953.720000 sec): 3 clusters
  Score: Raw -3579036.494410 + Penalty 3342.092426 = -3575694.401984
  nChanged 262
		SP:Iteration 19Q (102954.120000 sec): 3 clusters
  Score: Raw -3579091.868440 + Penalty 3342.092426 = -3575749.776014
  nChanged 290
		SP:Iteration 20F (102954.530000 sec): 3 clusters
  Score: Raw -3579155.977972 + Penalty 3342.092426 = -3575813.885546
  nChanged 314
		SP:Iteration 21Q (102954.950000 sec): 3 clusters
  Score: Raw -3579237.742360 + Penalty 3342.092426 = -3575895.649934
  nChanged 338
		SP:Iteration 22Q (102955.420000 sec): 3 clusters
  Score: Raw -3579329.252911 + Penalty 3342.092426 = -3575987.160484
  nChanged 357
		SP:Iteration 23Q (102955.780000 sec): 3 clusters
  Score: Raw -3579431.525933 + Penalty 3342.092426 = -3576089.433507
  nChanged 354
		SP:Iteration 24Q (102956.210000 sec): 3 clusters
  Score: Raw -3579529.852139 + Penalty 3342.092426 = -3576187.759713
  nChanged 343
		SP:Iteration 25Q (102956.550000 sec): 3 clusters
  Score: Raw -3579628.084224 + Penalty 3342.092426 = -3576285.991798
  nChanged 339
		SP:Iteration 26Q (102956.960000 sec): 3 clusters
  Score: Raw -3579718.947758 + Penalty 3342.092426 = -3576376.855332
  nChanged 350
		SP:Iteration 27Q (102957.330000 sec): 3 clusters
  Score: Raw -3579825.973058 + Penalty 3342.092426 = -3576483.880632
  nChanged 357
		SP:Iteration 28Q (102957.740000 sec): 3 clusters
  Score: Raw -3579933.281890 + Penalty 3342.092426 = -3576591.189464
  nChanged 344
		SP:Iteration 29Q (102958.110000 sec): 3 clusters
  Score: Raw -3580030.856192 + Penalty 3342.092426 = -3576688.763766
  nChanged 364
		SP:Iteration 30Q (102958.480000 sec): 3 clusters
  Score: Raw -3580143.372212 + Penalty 3342.092426 = -3576801.279786
  nChanged 353
		SP:Iteration 31Q (102958.900000 sec): 3 clusters
  Score: Raw -3580253.129264 + Penalty 3342.092426 = -3576911.036838
  nChanged 358
		SP:Iteration 32Q (102959.270000 sec): 3 clusters
  Score: Raw -3580361.633081 + Penalty 3342.092426 = -3577019.540655
  nChanged 357
		SP:Iteration 33Q (102959.680000 sec): 3 clusters
  Score: Raw -3580480.720709 + Penalty 3342.092426 = -3577138.628283
  nChanged 347
		SP:Iteration 34Q (102960.100000 sec): 3 clusters
  Score: Raw -3580601.324977 + Penalty 3342.092426 = -3577259.232551
  nChanged 345
		SP:Iteration 35Q (102960.470000 sec): 3 clusters
  Score: Raw -3580720.500760 + Penalty 3342.092426 = -3577378.408334
  nChanged 361
		SP:Iteration 36Q (102960.840000 sec): 3 clusters
  Score: Raw -3580860.335818 + Penalty 3342.092426 = -3577518.243392
  nChanged 377
		SP:Iteration 37Q (102961.210000 sec): 3 clusters
  Score: Raw -3581014.446235 + Penalty 3342.092426 = -3577672.353808
  nChanged 388
		SP:Iteration 38Q (102961.580000 sec): 3 clusters
  Score: Raw -3581189.764867 + Penalty 3342.092426 = -3577847.672441
  nChanged 381
		SP:Iteration 39Q (102961.960000 sec): 3 clusters
  Score: Raw -3581372.284212 + Penalty 3342.092426 = -3578030.191786
  nChanged 390
		SP:Iteration 40F (102962.380000 sec): 3 clusters
  Score: Raw -3581572.948297 + Penalty 3342.092426 = -3578230.855871
  nChanged 378
		SP:Iteration 41Q (102962.750000 sec): 3 clusters
  Score: Raw -3581776.320897 + Penalty 3342.092426 = -3578434.228471
  nChanged 351
		SP:Iteration 42Q (102963.050000 sec): 3 clusters
  Score: Raw -3581974.506795 + Penalty 3342.092426 = -3578632.414369
  nChanged 328
		SP:Iteration 43Q (102963.370000 sec): 3 clusters
  Score: Raw -3582165.441403 + Penalty 3342.092426 = -3578823.348977
  nChanged 310
		SP:Iteration 44Q (102963.650000 sec): 3 clusters
  Score: Raw -3582349.893557 + Penalty 3342.092426 = -3579007.801131
  nChanged 261
		SP:Iteration 45Q (102963.950000 sec): 3 clusters
  Score: Raw -3582500.321640 + Penalty 3342.092426 = -3579158.229214
  nChanged 240
		SP:Iteration 46Q (102964.330000 sec): 3 clusters
  Score: Raw -3582638.366934 + Penalty 3342.092426 = -3579296.274508
  nChanged 209
		SP:Iteration 47Q (102964.700000 sec): 3 clusters
  Score: Raw -3582758.256698 + Penalty 3342.092426 = -3579416.164272
  nChanged 183
		SP:Iteration 48Q (102965.080000 sec): 3 clusters
  Score: Raw -3582862.898904 + Penalty 3342.092426 = -3579520.806478
  nChanged 160
		SP:Iteration 49Q (102965.450000 sec): 3 clusters
  Score: Raw -3582943.654507 + Penalty 3342.092426 = -3579601.562081
  nChanged 127
		SP:Iteration 50Q (102965.820000 sec): 3 clusters
  Score: Raw -3583001.168084 + Penalty 3342.092426 = -3579659.075658
  nChanged 106
		SP:Iteration 51Q (102966.200000 sec): 3 clusters
  Score: Raw -3583048.272053 + Penalty 3342.092426 = -3579706.179627
  nChanged 100
		SP:Iteration 52Q (102966.570000 sec): 3 clusters
  Score: Raw -3583098.365366 + Penalty 3342.092426 = -3579756.272940
  nChanged 89
		SP:Iteration 53Q (102966.940000 sec): 3 clusters
  Score: Raw -3583140.053794 + Penalty 3342.092426 = -3579797.961368
  nChanged 72
		SP:Iteration 54Q (102967.320000 sec): 3 clusters
  Score: Raw -3583169.750158 + Penalty 3342.092426 = -3579827.657732
  nChanged 63
		SP:Iteration 55Q (102967.690000 sec): 3 clusters
  Score: Raw -3583197.584539 + Penalty 3342.092426 = -3579855.492113
  nChanged 50
		SP:Iteration 56Q (102968.060000 sec): 3 clusters
  Score: Raw -3583217.048430 + Penalty 3342.092426 = -3579874.956004
  nChanged 33
		SP:Iteration 57Q (102968.440000 sec): 3 clusters
  Score: Raw -3583229.813385 + Penalty 3342.092426 = -3579887.720959
  nChanged 21
		SP:Iteration 58Q (102968.810000 sec): 3 clusters
  Score: Raw -3583235.719165 + Penalty 3342.092426 = -3579893.626739
  nChanged 17
		SP:Iteration 59Q (102969.180000 sec): 3 clusters
  Score: Raw -3583240.540567 + Penalty 3342.092426 = -3579898.448140
  nChanged 16
		SP:Iteration 60F (102969.600000 sec): 3 clusters
  Score: Raw -3583245.805041 + Penalty 3342.092426 = -3579903.712615
  nChanged 18
		SP:Iteration 61Q (102969.980000 sec): 3 clusters
  Score: Raw -3583253.632889 + Penalty 3342.092426 = -3579911.540463
  nChanged 19
		SP:Iteration 62Q (102970.350000 sec): 3 clusters
  Score: Raw -3583262.464730 + Penalty 3342.092426 = -3579920.372304
  nChanged 22
		SP:Iteration 63Q (102970.720000 sec): 3 clusters
  Score: Raw -3583268.973813 + Penalty 3342.092426 = -3579926.881387
  nChanged 17
		SP:Iteration 64Q (102971.100000 sec): 3 clusters
  Score: Raw -3583274.228963 + Penalty 3342.092426 = -3579932.136537
  nChanged 11
		SP:Iteration 65Q (102971.470000 sec): 3 clusters
  Score: Raw -3583277.603149 + Penalty 3342.092426 = -3579935.510723
  nChanged 10
		SP:Iteration 66Q (102971.840000 sec): 3 clusters
  Score: Raw -3583280.441750 + Penalty 3342.092426 = -3579938.349324
  nChanged 11
		SP:Iteration 67Q (102972.220000 sec): 3 clusters
  Score: Raw -3583284.683969 + Penalty 3342.092426 = -3579942.591543
  nChanged 13
		SP:Iteration 68Q (102972.590000 sec): 3 clusters
  Score: Raw -3583289.004706 + Penalty 3342.092426 = -3579946.912280
  nChanged 8
		SP:Iteration 69Q (102972.960000 sec): 3 clusters
  Score: Raw -3583291.604833 + Penalty 3342.092426 = -3579949.512407
  nChanged 4
		SP:Iteration 70Q (102973.340000 sec): 3 clusters
  Score: Raw -3583293.285986 + Penalty 3342.092426 = -3579951.193560
  nChanged 5
		SP:Iteration 71Q (102973.710000 sec): 3 clusters
  Score: Raw -3583296.120354 + Penalty 3342.092426 = -3579954.027928
  nChanged 4
		SP:Iteration 72Q (102974.080000 sec): 3 clusters
  Score: Raw -3583297.878509 + Penalty 3342.092426 = -3579955.786083
  nChanged 3
		SP:Iteration 73Q (102974.460000 sec): 3 clusters
  Score: Raw -3583298.798804 + Penalty 3342.092426 = -3579956.706378
  nChanged 4
		SP:Iteration 74Q (102974.850000 sec): 3 clusters
  Score: Raw -3583299.632644 + Penalty 3342.092426 = -3579957.540217
  nChanged 1
		SP:Iteration 75Q (102975.240000 sec): 3 clusters
  Score: Raw -3583299.964323 + Penalty 3342.092426 = -3579957.871897
  nChanged 4
		SP:Iteration 76Q (102975.610000 sec): 3 clusters
  Score: Raw -3583302.104290 + Penalty 3342.092426 = -3579960.011864
  nChanged 6
		SP:Iteration 77Q (102975.980000 sec): 3 clusters
  Score: Raw -3583303.855723 + Penalty 3342.092426 = -3579961.763297
  nChanged 3
		SP:Iteration 78Q (102976.350000 sec): 3 clusters
  Score: Raw -3583304.533347 + Penalty 3342.092426 = -3579962.440921
  nChanged 4
		SP:Iteration 79Q (102976.720000 sec): 3 clusters
  Score: Raw -3583305.894265 + Penalty 3342.092426 = -3579963.801839
  nChanged 2
		SP:Iteration 80F (102977.130000 sec): 3 clusters
  Score: Raw -3583306.741564 + Penalty 3342.092426 = -3579964.649138
  nChanged 1
		SP:Iteration 81Q (102977.470000 sec): 3 clusters
  Score: Raw -3583306.930222 + Penalty 3342.092426 = -3579964.837796
  nChanged 1
		SP:Iteration 82Q (102977.790000 sec): 3 clusters
  Score: Raw -3583307.353091 + Penalty 3342.092426 = -3579965.260665
  nChanged 2
		SP:Iteration 83Q (102978.200000 sec): 3 clusters
  Score: Raw -3583308.084545 + Penalty 3342.092426 = -3579965.992119
  nChanged 1
		SP:Iteration 84Q (102978.570000 sec): 3 clusters
  Score: Raw -3583308.194011 + Penalty 3342.092426 = -3579966.101585
  nChanged 1
		SP:Iteration 85Q (102978.940000 sec): 3 clusters
  Score: Raw -3583308.388008 + Penalty 3342.092426 = -3579966.295582
  nChanged 1
		SP:Iteration 86Q (102979.310000 sec): 3 clusters
  Score: Raw -3583308.600459 + Penalty 3342.092426 = -3579966.508033
  nChanged 0
		SP:Iteration 87F (102979.690000 sec): 3 clusters
  Score: Raw -3583308.600459 + Penalty 3342.092426 = -3579966.508033
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 3 (5493 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (102979.750000 sec): 2 clusters
  Score: Raw -671565.136472 + Penalty 1399.324848 = -670165.811624
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (102979.920000 sec): 3 clusters
  Score: Raw -668673.339464 + Penalty 2798.649696 = -665874.689768
  nChanged 2245
		SP:Iteration 1F (102980.090000 sec): 3 clusters
  Score: Raw -669991.111996 + Penalty 2798.649696 = -667192.462300
  nChanged 382
		SP:Iteration 2F (102980.270000 sec): 3 clusters
  Score: Raw -670197.417741 + Penalty 2798.649696 = -667398.768045
  nChanged 293
		SP:Iteration 3F (102980.440000 sec): 3 clusters
  Score: Raw -670344.534480 + Penalty 2798.649696 = -667545.884785
  nChanged 247
		SP:Iteration 4Q (102980.610000 sec): 3 clusters
  Score: Raw -670481.299582 + Penalty 2798.649696 = -667682.649886
  nChanged 209
		SP:Iteration 5Q (102980.780000 sec): 3 clusters
  Score: Raw -670605.317452 + Penalty 2798.649696 = -667806.667756
  nChanged 226
		SP:Iteration 6Q (102980.950000 sec): 3 clusters
  Score: Raw -670763.658837 + Penalty 2798.649696 = -667965.009141
  nChanged 255
		SP:Iteration 7Q (102981.130000 sec): 3 clusters
  Score: Raw -670953.856526 + Penalty 2798.649696 = -668155.206830
  nChanged 243
		SP:Iteration 8Q (102981.340000 sec): 3 clusters
  Score: Raw -671140.385414 + Penalty 2798.649696 = -668341.735718
  nChanged 230
		SP:Iteration 9Q (102981.510000 sec): 3 clusters
  Score: Raw -671291.712232 + Penalty 2798.649696 = -668493.062536
  nChanged 172
		SP:Iteration 10Q (102981.680000 sec): 3 clusters
  Score: Raw -671378.057484 + Penalty 2798.649696 = -668579.407788
  nChanged 142
		SP:Iteration 11Q (102981.850000 sec): 3 clusters
  Score: Raw -671451.548014 + Penalty 2798.649696 = -668652.898318
  nChanged 126
		SP:Iteration 12Q (102982.030000 sec): 3 clusters
  Score: Raw -671501.806958 + Penalty 2798.649696 = -668703.157262
  nChanged 109
		SP:Iteration 13Q (102982.200000 sec): 3 clusters
  Score: Raw -671542.616835 + Penalty 2798.649696 = -668743.967139
  nChanged 84
		SP:Iteration 14Q (102982.370000 sec): 3 clusters
  Score: Raw -671569.397007 + Penalty 2798.649696 = -668770.747311
  nChanged 58
		SP:Iteration 15Q (102982.540000 sec): 3 clusters
  Score: Raw -671585.771217 + Penalty 2798.649696 = -668787.121521
  nChanged 47
		SP:Iteration 16Q (102982.710000 sec): 3 clusters
  Score: Raw -671600.399432 + Penalty 2798.649696 = -668801.749736
  nChanged 30
		SP:Iteration 17Q (102982.890000 sec): 3 clusters
  Score: Raw -671608.769951 + Penalty 2798.649696 = -668810.120255
  nChanged 25
		SP:Iteration 18Q (102983.060000 sec): 3 clusters
  Score: Raw -671616.404734 + Penalty 2798.649696 = -668817.755038
  nChanged 24
		SP:Iteration 19Q (102983.230000 sec): 3 clusters
  Score: Raw -671623.148699 + Penalty 2798.649696 = -668824.499003
  nChanged 27
		SP:Iteration 20F (102983.400000 sec): 3 clusters
  Score: Raw -671631.035553 + Penalty 2798.649696 = -668832.385858
  nChanged 24
		SP:Iteration 21Q (102983.570000 sec): 3 clusters
  Score: Raw -671638.593919 + Penalty 2798.649696 = -668839.944223
  nChanged 22
		SP:Iteration 22Q (102983.750000 sec): 3 clusters
  Score: Raw -671643.824811 + Penalty 2798.649696 = -668845.175115
  nChanged 16
		SP:Iteration 23Q (102983.850000 sec): 3 clusters
  Score: Raw -671648.255215 + Penalty 2798.649696 = -668849.605519
  nChanged 14
		SP:Iteration 24Q (102984.050000 sec): 3 clusters
  Score: Raw -671651.922460 + Penalty 2798.649696 = -668853.272764
  nChanged 20
		SP:Iteration 25Q (102984.270000 sec): 3 clusters
  Score: Raw -671655.669477 + Penalty 2798.649696 = -668857.019781
  nChanged 11
		SP:Iteration 26Q (102984.440000 sec): 3 clusters
  Score: Raw -671658.135333 + Penalty 2798.649696 = -668859.485637
  nChanged 11
		SP:Iteration 27Q (102984.630000 sec): 3 clusters
  Score: Raw -671660.211450 + Penalty 2798.649696 = -668861.561755
  nChanged 8
		SP:Iteration 28Q (102984.810000 sec): 3 clusters
  Score: Raw -671662.685934 + Penalty 2798.649696 = -668864.036238
  nChanged 11
		SP:Iteration 29Q (102984.980000 sec): 3 clusters
  Score: Raw -671664.779511 + Penalty 2798.649696 = -668866.129815
  nChanged 7
		SP:Iteration 30Q (102985.130000 sec): 3 clusters
  Score: Raw -671665.795385 + Penalty 2798.649696 = -668867.145689
  nChanged 3
		SP:Iteration 31Q (102985.300000 sec): 3 clusters
  Score: Raw -671666.346558 + Penalty 2798.649696 = -668867.696862
  nChanged 4
		SP:Iteration 32Q (102985.480000 sec): 3 clusters
  Score: Raw -671667.228368 + Penalty 2798.649696 = -668868.578673
  nChanged 6
		SP:Iteration 33Q (102985.650000 sec): 3 clusters
  Score: Raw -671668.516383 + Penalty 2798.649696 = -668869.866687
  nChanged 9
		SP:Iteration 34Q (102985.820000 sec): 3 clusters
  Score: Raw -671670.378415 + Penalty 2798.649696 = -668871.728719
  nChanged 8
		SP:Iteration 35Q (102985.970000 sec): 3 clusters
  Score: Raw -671672.346718 + Penalty 2798.649696 = -668873.697022
  nChanged 8
		SP:Iteration 36Q (102986.170000 sec): 3 clusters
  Score: Raw -671673.922573 + Penalty 2798.649696 = -668875.272877
  nChanged 7
		SP:Iteration 37Q (102986.340000 sec): 3 clusters
  Score: Raw -671674.979149 + Penalty 2798.649696 = -668876.329453
  nChanged 3
		SP:Iteration 38Q (102986.520000 sec): 3 clusters
  Score: Raw -671676.163427 + Penalty 2798.649696 = -668877.513731
  nChanged 8
		SP:Iteration 39Q (102986.690000 sec): 3 clusters
  Score: Raw -671677.987805 + Penalty 2798.649696 = -668879.338109
  nChanged 6
		SP:Iteration 40F (102986.880000 sec): 3 clusters
  Score: Raw -671679.357322 + Penalty 2798.649696 = -668880.707626
  nChanged 9
		SP:Iteration 41Q (102986.970000 sec): 3 clusters
  Score: Raw -671681.825554 + Penalty 2798.649696 = -668883.175858
  nChanged 8
		SP:Iteration 42Q (102987.160000 sec): 3 clusters
  Score: Raw -671683.673488 + Penalty 2798.649696 = -668885.023792
  nChanged 7
		SP:Iteration 43Q (102987.340000 sec): 3 clusters
  Score: Raw -671685.233150 + Penalty 2798.649696 = -668886.583454
  nChanged 8
		SP:Iteration 44Q (102987.510000 sec): 3 clusters
  Score: Raw -671687.332246 + Penalty 2798.649696 = -668888.682550
  nChanged 10
		SP:Iteration 45Q (102987.680000 sec): 3 clusters
  Score: Raw -671690.401862 + Penalty 2798.649696 = -668891.752167
  nChanged 9
		SP:Iteration 46Q (102987.850000 sec): 3 clusters
  Score: Raw -671692.551969 + Penalty 2798.649696 = -668893.902273
  nChanged 9
		SP:Iteration 47Q (102988.020000 sec): 3 clusters
  Score: Raw -671694.563944 + Penalty 2798.649696 = -668895.914248
  nChanged 12
		SP:Iteration 48Q (102988.200000 sec): 3 clusters
  Score: Raw -671697.143860 + Penalty 2798.649696 = -668898.494164
  nChanged 9
		SP:Iteration 49Q (102988.370000 sec): 3 clusters
  Score: Raw -671698.301618 + Penalty 2798.649696 = -668899.651922
  nChanged 4
		SP:Iteration 50Q (102988.540000 sec): 3 clusters
  Score: Raw -671698.985786 + Penalty 2798.649696 = -668900.336090
  nChanged 5
		SP:Iteration 51Q (102988.720000 sec): 3 clusters
  Score: Raw -671700.057909 + Penalty 2798.649696 = -668901.408213
  nChanged 3
		SP:Iteration 52Q (102988.890000 sec): 3 clusters
  Score: Raw -671701.258775 + Penalty 2798.649696 = -668902.609079
  nChanged 3
		SP:Iteration 53Q (102989.060000 sec): 3 clusters
  Score: Raw -671701.778122 + Penalty 2798.649696 = -668903.128427
  nChanged 1
		SP:Iteration 54Q (102989.230000 sec): 3 clusters
  Score: Raw -671702.127317 + Penalty 2798.649696 = -668903.477621
  nChanged 4
		SP:Iteration 55Q (102989.400000 sec): 3 clusters
  Score: Raw -671702.841821 + Penalty 2798.649696 = -668904.192126
  nChanged 5
		SP:Iteration 56Q (102989.580000 sec): 3 clusters
  Score: Raw -671703.764510 + Penalty 2798.649696 = -668905.114814
  nChanged 3
		SP:Iteration 57Q (102989.750000 sec): 3 clusters
  Score: Raw -671704.905714 + Penalty 2798.649696 = -668906.256018
  nChanged 7
		SP:Iteration 58Q (102989.920000 sec): 3 clusters
  Score: Raw -671706.729982 + Penalty 2798.649696 = -668908.080286
  nChanged 10
		SP:Iteration 59Q (102990.090000 sec): 3 clusters
  Score: Raw -671709.567905 + Penalty 2798.649696 = -668910.918209
  nChanged 12
		SP:Iteration 60F (102990.260000 sec): 3 clusters
  Score: Raw -671712.822575 + Penalty 2798.649696 = -668914.172879
  nChanged 14
		SP:Iteration 61Q (102990.440000 sec): 3 clusters
  Score: Raw -671714.768779 + Penalty 2798.649696 = -668916.119083
  nChanged 9
		SP:Iteration 62Q (102990.610000 sec): 3 clusters
  Score: Raw -671716.461518 + Penalty 2798.649696 = -668917.811823
  nChanged 3
		SP:Iteration 63Q (102990.780000 sec): 3 clusters
  Score: Raw -671717.238269 + Penalty 2798.649696 = -668918.588573
  nChanged 3
		SP:Iteration 64Q (102990.950000 sec): 3 clusters
  Score: Raw -671717.863028 + Penalty 2798.649696 = -668919.213332
  nChanged 3
		SP:Iteration 65Q (102991.120000 sec): 3 clusters
  Score: Raw -671718.160551 + Penalty 2798.649696 = -668919.510855
  nChanged 1
		SP:Iteration 66Q (102991.300000 sec): 3 clusters
  Score: Raw -671718.389982 + Penalty 2798.649696 = -668919.740286
  nChanged 0
		SP:Iteration 67F (102991.460000 sec): 3 clusters
  Score: Raw -671718.389982 + Penalty 2798.649696 = -668919.740286
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 4 (9019 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (102991.560000 sec): 2 clusters
  Score: Raw -1129903.914111 + Penalty 1479.901921 = -1128424.012191
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (102991.740000 sec): 3 clusters
  Score: Raw -1124837.063914 + Penalty 2959.803841 = -1121877.260073
  nChanged 3844
		SP:Iteration 1F (102991.920000 sec): 3 clusters
  Score: Raw -1126908.080545 + Penalty 2959.803841 = -1123948.276703
  nChanged 574
		SP:Iteration 2F (102992.100000 sec): 3 clusters
  Score: Raw -1127156.435282 + Penalty 2959.803841 = -1124196.631441
  nChanged 452
		SP:Iteration 3F (102992.300000 sec): 3 clusters
  Score: Raw -1127359.418441 + Penalty 2959.803841 = -1124399.614599
  nChanged 420
		SP:Iteration 4Q (102992.490000 sec): 3 clusters
  Score: Raw -1127535.912814 + Penalty 2959.803841 = -1124576.108972
  nChanged 370
		SP:Iteration 5Q (102992.680000 sec): 3 clusters
  Score: Raw -1127696.858286 + Penalty 2959.803841 = -1124737.054445
  nChanged 365
		SP:Iteration 6Q (102992.860000 sec): 3 clusters
  Score: Raw -1127870.653442 + Penalty 2959.803841 = -1124910.849600
  nChanged 356
		SP:Iteration 7Q (102993.050000 sec): 3 clusters
  Score: Raw -1128048.771732 + Penalty 2959.803841 = -1125088.967891
  nChanged 342
		SP:Iteration 8Q (102993.240000 sec): 3 clusters
  Score: Raw -1128240.748476 + Penalty 2959.803841 = -1125280.944635
  nChanged 370
		SP:Iteration 9Q (102993.430000 sec): 3 clusters
  Score: Raw -1128477.994516 + Penalty 2959.803841 = -1125518.190674
  nChanged 382
		SP:Iteration 10Q (102993.620000 sec): 3 clusters
  Score: Raw -1128706.232580 + Penalty 2959.803841 = -1125746.428739
  nChanged 337
		SP:Iteration 11Q (102993.820000 sec): 3 clusters
  Score: Raw -1128903.106827 + Penalty 2959.803841 = -1125943.302986
  nChanged 311
		SP:Iteration 12Q (102994.010000 sec): 3 clusters
  Score: Raw -1129044.976618 + Penalty 2959.803841 = -1126085.172777
  nChanged 232
		SP:Iteration 13Q (102994.200000 sec): 3 clusters
  Score: Raw -1129144.686154 + Penalty 2959.803841 = -1126184.882312
  nChanged 190
		SP:Iteration 14Q (102994.400000 sec): 3 clusters
  Score: Raw -1129225.191682 + Penalty 2959.803841 = -1126265.387840
  nChanged 154
		SP:Iteration 15Q (102994.580000 sec): 3 clusters
  Score: Raw -1129283.102934 + Penalty 2959.803841 = -1126323.299093
  nChanged 121
		SP:Iteration 16Q (102994.780000 sec): 3 clusters
  Score: Raw -1129325.357447 + Penalty 2959.803841 = -1126365.553606
  nChanged 98
		SP:Iteration 17Q (102994.970000 sec): 3 clusters
  Score: Raw -1129350.359923 + Penalty 2959.803841 = -1126390.556082
  nChanged 63
		SP:Iteration 18Q (102995.160000 sec): 3 clusters
  Score: Raw -1129363.145017 + Penalty 2959.803841 = -1126403.341176
  nChanged 48
		SP:Iteration 19Q (102995.350000 sec): 3 clusters
  Score: Raw -1129371.825667 + Penalty 2959.803841 = -1126412.021825
  nChanged 34
		SP:Iteration 20F (102995.540000 sec): 3 clusters
  Score: Raw -1129376.727930 + Penalty 2959.803841 = -1126416.924089
  nChanged 36
		SP:Iteration 21Q (102995.730000 sec): 3 clusters
  Score: Raw -1129383.838427 + Penalty 2959.803841 = -1126424.034586
  nChanged 34
		SP:Iteration 22Q (102995.920000 sec): 3 clusters
  Score: Raw -1129390.449877 + Penalty 2959.803841 = -1126430.646036
  nChanged 27
		SP:Iteration 23Q (102996.120000 sec): 3 clusters
  Score: Raw -1129394.115481 + Penalty 2959.803841 = -1126434.311639
  nChanged 20
		SP:Iteration 24Q (102996.400000 sec): 3 clusters
  Score: Raw -1129397.256386 + Penalty 2959.803841 = -1126437.452545
  nChanged 23
		SP:Iteration 25Q (102996.590000 sec): 3 clusters
  Score: Raw -1129399.940236 + Penalty 2959.803841 = -1126440.136395
  nChanged 12
		SP:Iteration 26Q (102996.780000 sec): 3 clusters
  Score: Raw -1129401.566756 + Penalty 2959.803841 = -1126441.762915
  nChanged 12
		SP:Iteration 27Q (102996.960000 sec): 3 clusters
  Score: Raw -1129403.096718 + Penalty 2959.803841 = -1126443.292877
  nChanged 13
		SP:Iteration 28Q (102997.160000 sec): 3 clusters
  Score: Raw -1129405.601691 + Penalty 2959.803841 = -1126445.797850
  nChanged 12
		SP:Iteration 29Q (102997.350000 sec): 3 clusters
  Score: Raw -1129407.264115 + Penalty 2959.803841 = -1126447.460274
  nChanged 12
		SP:Iteration 30Q (102997.540000 sec): 3 clusters
  Score: Raw -1129408.553782 + Penalty 2959.803841 = -1126448.749941
  nChanged 5
		SP:Iteration 31Q (102997.730000 sec): 3 clusters
  Score: Raw -1129409.025894 + Penalty 2959.803841 = -1126449.222052
  nChanged 4
		SP:Iteration 32Q (102997.920000 sec): 3 clusters
  Score: Raw -1129409.279357 + Penalty 2959.803841 = -1126449.475516
  nChanged 3
		SP:Iteration 33Q (102998.110000 sec): 3 clusters
  Score: Raw -1129409.597066 + Penalty 2959.803841 = -1126449.793225
  nChanged 3
		SP:Iteration 34Q (102998.300000 sec): 3 clusters
  Score: Raw -1129409.851766 + Penalty 2959.803841 = -1126450.047924
  nChanged 2
		SP:Iteration 35Q (102998.540000 sec): 3 clusters
  Score: Raw -1129410.111853 + Penalty 2959.803841 = -1126450.308012
  nChanged 3
		SP:Iteration 36Q (102998.720000 sec): 3 clusters
  Score: Raw -1129410.769317 + Penalty 2959.803841 = -1126450.965476
  nChanged 6
		SP:Iteration 37Q (102998.890000 sec): 3 clusters
  Score: Raw -1129411.955289 + Penalty 2959.803841 = -1126452.151448
  nChanged 13
		SP:Iteration 38Q (102999.070000 sec): 3 clusters
  Score: Raw -1129413.771822 + Penalty 2959.803841 = -1126453.967981
  nChanged 14
		SP:Iteration 39Q (102999.250000 sec): 3 clusters
  Score: Raw -1129415.994494 + Penalty 2959.803841 = -1126456.190653
  nChanged 12
		SP:Iteration 40F (102999.420000 sec): 3 clusters
  Score: Raw -1129417.995188 + Penalty 2959.803841 = -1126458.191347
  nChanged 14
		SP:Iteration 41Q (102999.600000 sec): 3 clusters
  Score: Raw -1129420.331484 + Penalty 2959.803841 = -1126460.527643
  nChanged 14
		SP:Iteration 42Q (102999.780000 sec): 3 clusters
  Score: Raw -1129421.814767 + Penalty 2959.803841 = -1126462.010926
  nChanged 13
		SP:Iteration 43Q (102999.990000 sec): 3 clusters
  Score: Raw -1129423.686660 + Penalty 2959.803841 = -1126463.882819
  nChanged 17
		SP:Iteration 44Q (103000.180000 sec): 3 clusters
  Score: Raw -1129426.157709 + Penalty 2959.803841 = -1126466.353868
  nChanged 9
		SP:Iteration 45Q (103000.370000 sec): 3 clusters
  Score: Raw -1129427.429801 + Penalty 2959.803841 = -1126467.625960
  nChanged 8
		SP:Iteration 46Q (103000.610000 sec): 3 clusters
  Score: Raw -1129428.111270 + Penalty 2959.803841 = -1126468.307429
  nChanged 7
		SP:Iteration 47Q (103000.840000 sec): 3 clusters
  Score: Raw -1129428.963698 + Penalty 2959.803841 = -1126469.159857
  nChanged 10
		SP:Iteration 48Q (103001.020000 sec): 3 clusters
  Score: Raw -1129430.557966 + Penalty 2959.803841 = -1126470.754125
  nChanged 10
		SP:Iteration 49Q (103001.210000 sec): 3 clusters
  Score: Raw -1129431.765827 + Penalty 2959.803841 = -1126471.961986
  nChanged 12
		SP:Iteration 50Q (103001.400000 sec): 3 clusters
  Score: Raw -1129433.309733 + Penalty 2959.803841 = -1126473.505892
  nChanged 17
		SP:Iteration 51Q (103001.600000 sec): 3 clusters
  Score: Raw -1129436.440642 + Penalty 2959.803841 = -1126476.636800
  nChanged 17
		SP:Iteration 52Q (103001.790000 sec): 3 clusters
  Score: Raw -1129440.029966 + Penalty 2959.803841 = -1126480.226124
  nChanged 26
		SP:Iteration 53Q (103001.980000 sec): 3 clusters
  Score: Raw -1129444.885944 + Penalty 2959.803841 = -1126485.082102
  nChanged 28
		SP:Iteration 54Q (103002.180000 sec): 3 clusters
  Score: Raw -1129448.708900 + Penalty 2959.803841 = -1126488.905059
  nChanged 20
		SP:Iteration 55Q (103002.370000 sec): 3 clusters
  Score: Raw -1129451.713778 + Penalty 2959.803841 = -1126491.909936
  nChanged 18
		SP:Iteration 56Q (103002.560000 sec): 3 clusters
  Score: Raw -1129454.907503 + Penalty 2959.803841 = -1126495.103662
  nChanged 22
		SP:Iteration 57Q (103002.750000 sec): 3 clusters
  Score: Raw -1129458.573814 + Penalty 2959.803841 = -1126498.769973
  nChanged 20
		SP:Iteration 58Q (103002.940000 sec): 3 clusters
  Score: Raw -1129462.130171 + Penalty 2959.803841 = -1126502.326329
  nChanged 19
		SP:Iteration 59Q (103003.140000 sec): 3 clusters
  Score: Raw -1129466.099410 + Penalty 2959.803841 = -1126506.295569
  nChanged 21
		SP:Iteration 60F (103003.330000 sec): 3 clusters
  Score: Raw -1129470.285549 + Penalty 2959.803841 = -1126510.481708
  nChanged 23
		SP:Iteration 61Q (103003.520000 sec): 3 clusters
  Score: Raw -1129475.286087 + Penalty 2959.803841 = -1126515.482246
  nChanged 29
		SP:Iteration 62Q (103003.710000 sec): 3 clusters
  Score: Raw -1129481.686206 + Penalty 2959.803841 = -1126521.882365
  nChanged 28
		SP:Iteration 63Q (103003.900000 sec): 3 clusters
  Score: Raw -1129488.252993 + Penalty 2959.803841 = -1126528.449152
  nChanged 41
		SP:Iteration 64Q (103004.090000 sec): 3 clusters
  Score: Raw -1129497.365389 + Penalty 2959.803841 = -1126537.561548
  nChanged 47
		SP:Iteration 65Q (103004.280000 sec): 3 clusters
  Score: Raw -1129508.353672 + Penalty 2959.803841 = -1126548.549831
  nChanged 51
		SP:Iteration 66Q (103004.480000 sec): 3 clusters
  Score: Raw -1129522.433044 + Penalty 2959.803841 = -1126562.629203
  nChanged 45
		SP:Iteration 67Q (103004.660000 sec): 3 clusters
  Score: Raw -1129530.891514 + Penalty 2959.803841 = -1126571.087673
  nChanged 44
		SP:Iteration 68Q (103004.860000 sec): 3 clusters
  Score: Raw -1129538.883806 + Penalty 2959.803841 = -1126579.079964
  nChanged 37
		SP:Iteration 69Q (103005.050000 sec): 3 clusters
  Score: Raw -1129545.090158 + Penalty 2959.803841 = -1126585.286317
  nChanged 28
		SP:Iteration 70Q (103005.280000 sec): 3 clusters
  Score: Raw -1129549.823152 + Penalty 2959.803841 = -1126590.019311
  nChanged 27
		SP:Iteration 71Q (103005.480000 sec): 3 clusters
  Score: Raw -1129554.014905 + Penalty 2959.803841 = -1126594.211064
  nChanged 36
		SP:Iteration 72Q (103005.670000 sec): 3 clusters
  Score: Raw -1129559.674516 + Penalty 2959.803841 = -1126599.870675
  nChanged 31
		SP:Iteration 73Q (103005.860000 sec): 3 clusters
  Score: Raw -1129564.013857 + Penalty 2959.803841 = -1126604.210015
  nChanged 31
		SP:Iteration 74Q (103006.100000 sec): 3 clusters
  Score: Raw -1129569.342800 + Penalty 2959.803841 = -1126609.538959
  nChanged 31
		SP:Iteration 75Q (103006.280000 sec): 3 clusters
  Score: Raw -1129575.106054 + Penalty 2959.803841 = -1126615.302212
  nChanged 37
		SP:Iteration 76Q (103006.480000 sec): 3 clusters
  Score: Raw -1129583.346391 + Penalty 2959.803841 = -1126623.542550
  nChanged 46
		SP:Iteration 77Q (103006.710000 sec): 3 clusters
  Score: Raw -1129594.630497 + Penalty 2959.803841 = -1126634.826656
  nChanged 57
		SP:Iteration 78Q (103006.900000 sec): 3 clusters
  Score: Raw -1129609.880094 + Penalty 2959.803841 = -1126650.076253
  nChanged 56
		SP:Iteration 79Q (103007.090000 sec): 3 clusters
  Score: Raw -1129626.660422 + Penalty 2959.803841 = -1126666.856580
  nChanged 75
		SP:Iteration 80F (103007.280000 sec): 3 clusters
  Score: Raw -1129654.848343 + Penalty 2959.803841 = -1126695.044502
  nChanged 83
		SP:Iteration 81Q (103007.480000 sec): 3 clusters
  Score: Raw -1129687.429747 + Penalty 2959.803841 = -1126727.625906
  nChanged 90
		SP:Iteration 82Q (103007.660000 sec): 3 clusters
  Score: Raw -1129727.714993 + Penalty 2959.803841 = -1126767.911152
  nChanged 89
		SP:Iteration 83Q (103007.850000 sec): 3 clusters
  Score: Raw -1129774.316528 + Penalty 2959.803841 = -1126814.512686
  nChanged 111
		SP:Iteration 84Q (103008.050000 sec): 3 clusters
  Score: Raw -1129823.049891 + Penalty 2959.803841 = -1126863.246050
  nChanged 87
		SP:Iteration 85Q (103008.240000 sec): 3 clusters
  Score: Raw -1129854.195866 + Penalty 2959.803841 = -1126894.392025
  nChanged 81
		SP:Iteration 86Q (103008.430000 sec): 3 clusters
  Score: Raw -1129886.582345 + Penalty 2959.803841 = -1126926.778504
  nChanged 73
		SP:Iteration 87Q (103008.620000 sec): 3 clusters
  Score: Raw -1129913.898432 + Penalty 2959.803841 = -1126954.094591
  nChanged 82
		SP:Iteration 88Q (103008.860000 sec): 3 clusters
  Score: Raw -1129950.259719 + Penalty 2959.803841 = -1126990.455878
  nChanged 85
		SP:Iteration 89Q (103009.050000 sec): 3 clusters
  Score: Raw -1129996.615894 + Penalty 2959.803841 = -1127036.812053
  nChanged 93
		SP:Iteration 90Q (103009.240000 sec): 3 clusters
  Score: Raw -1130052.794057 + Penalty 2959.803841 = -1127092.990216
  nChanged 93
		SP:Iteration 91Q (103009.480000 sec): 3 clusters
  Score: Raw -1130114.844333 + Penalty 2959.803841 = -1127155.040492
  nChanged 80
		SP:Iteration 92Q (103009.670000 sec): 3 clusters
  Score: Raw -1130167.798136 + Penalty 2959.803841 = -1127207.994295
  nChanged 65
		SP:Iteration 93Q (103009.860000 sec): 3 clusters
  Score: Raw -1130204.522945 + Penalty 2959.803841 = -1127244.719104
  nChanged 54
		SP:Iteration 94Q (103010.050000 sec): 3 clusters
  Score: Raw -1130235.424271 + Penalty 2959.803841 = -1127275.620430
  nChanged 61
		SP:Iteration 95Q (103010.250000 sec): 3 clusters
  Score: Raw -1130269.994987 + Penalty 2959.803841 = -1127310.191146
  nChanged 46
		SP:Iteration 96Q (103010.440000 sec): 3 clusters
  Score: Raw -1130290.509373 + Penalty 2959.803841 = -1127330.705532
  nChanged 40
		SP:Iteration 97Q (103010.670000 sec): 3 clusters
  Score: Raw -1130305.691525 + Penalty 2959.803841 = -1127345.887684
  nChanged 31
		SP:Iteration 98Q (103010.860000 sec): 3 clusters
  Score: Raw -1130317.737174 + Penalty 2959.803841 = -1127357.933333
  nChanged 22
		SP:Iteration 99Q (103011.060000 sec): 3 clusters
  Score: Raw -1130325.470245 + Penalty 2959.803841 = -1127365.666404
  nChanged 16
		SP:Iteration 100F (103011.240000 sec): 3 clusters
  Score: Raw -1130329.971673 + Penalty 2959.803841 = -1127370.167832
  nChanged 15
		SP:Iteration 101Q (103011.440000 sec): 3 clusters
  Score: Raw -1130334.840922 + Penalty 2959.803841 = -1127375.037080
  nChanged 15
		SP:Iteration 102Q (103011.630000 sec): 3 clusters
  Score: Raw -1130340.777280 + Penalty 2959.803841 = -1127380.973439
  nChanged 16
		SP:Iteration 103Q (103011.820000 sec): 3 clusters
  Score: Raw -1130345.204816 + Penalty 2959.803841 = -1127385.400975
  nChanged 18
		SP:Iteration 104Q (103012.010000 sec): 3 clusters
  Score: Raw -1130351.156460 + Penalty 2959.803841 = -1127391.352619
  nChanged 17
		SP:Iteration 105Q (103012.200000 sec): 3 clusters
  Score: Raw -1130358.533091 + Penalty 2959.803841 = -1127398.729250
  nChanged 18
		SP:Iteration 106Q (103012.400000 sec): 3 clusters
  Score: Raw -1130366.905337 + Penalty 2959.803841 = -1127407.101495
  nChanged 13
		SP:Iteration 107Q (103012.590000 sec): 3 clusters
  Score: Raw -1130372.522829 + Penalty 2959.803841 = -1127412.718988
  nChanged 12
		SP:Iteration 108Q (103012.780000 sec): 3 clusters
  Score: Raw -1130376.842689 + Penalty 2959.803841 = -1127417.038848
  nChanged 12
		SP:Iteration 109Q (103012.970000 sec): 3 clusters
  Score: Raw -1130380.975073 + Penalty 2959.803841 = -1127421.171231
  nChanged 3
		SP:Iteration 110Q (103013.160000 sec): 3 clusters
  Score: Raw -1130381.529011 + Penalty 2959.803841 = -1127421.725170
  nChanged 4
		SP:Iteration 111Q (103013.400000 sec): 3 clusters
  Score: Raw -1130383.442046 + Penalty 2959.803841 = -1127423.638205
  nChanged 5
		SP:Iteration 112Q (103013.600000 sec): 3 clusters
  Score: Raw -1130385.486681 + Penalty 2959.803841 = -1127425.682840
  nChanged 5
		SP:Iteration 113Q (103013.780000 sec): 3 clusters
  Score: Raw -1130387.284932 + Penalty 2959.803841 = -1127427.481091
  nChanged 7
		SP:Iteration 114Q (103013.980000 sec): 3 clusters
  Score: Raw -1130390.267600 + Penalty 2959.803841 = -1127430.463759
  nChanged 5
		SP:Iteration 115Q (103014.170000 sec): 3 clusters
  Score: Raw -1130391.935780 + Penalty 2959.803841 = -1127432.131939
  nChanged 6
		SP:Iteration 116Q (103014.360000 sec): 3 clusters
  Score: Raw -1130394.064501 + Penalty 2959.803841 = -1127434.260660
  nChanged 4
		SP:Iteration 117Q (103014.550000 sec): 3 clusters
  Score: Raw -1130395.875844 + Penalty 2959.803841 = -1127436.072003
  nChanged 6
		SP:Iteration 118Q (103014.740000 sec): 3 clusters
  Score: Raw -1130398.737260 + Penalty 2959.803841 = -1127438.933419
  nChanged 5
		SP:Iteration 119Q (103014.920000 sec): 3 clusters
  Score: Raw -1130400.262438 + Penalty 2959.803841 = -1127440.458597
  nChanged 1
		SP:Iteration 120F (103015.120000 sec): 3 clusters
  Score: Raw -1130400.598050 + Penalty 2959.803841 = -1127440.794208
  nChanged 2
		SP:Iteration 121Q (103015.310000 sec): 3 clusters
  Score: Raw -1130401.276277 + Penalty 2959.803841 = -1127441.472435
  nChanged 3
		SP:Iteration 122Q (103015.500000 sec): 3 clusters
  Score: Raw -1130402.451589 + Penalty 2959.803841 = -1127442.647748
  nChanged 1
		SP:Iteration 123Q (103015.700000 sec): 3 clusters
  Score: Raw -1130402.580296 + Penalty 2959.803841 = -1127442.776455
  nChanged 0
		SP:Iteration 124F (103015.890000 sec): 3 clusters
  Score: Raw -1130402.580296 + Penalty 2959.803841 = -1127442.776455
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 5 (186454 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (103016.930000 sec): 2 clusters
  Score: Raw -22454640.758558 + Penalty 1972.090224 = -22452668.668334
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (103018.560000 sec): 3 clusters
  Score: Raw -22331245.008257 + Penalty 3944.180448 = -22327300.827809
  nChanged 90395
		SP:Iteration 1F (103020.170000 sec): 3 clusters
  Score: Raw -22385527.068013 + Penalty 3944.180448 = -22381582.887566
  nChanged 6934
		SP:Iteration 2Q (103021.860000 sec): 3 clusters
  Score: Raw -22387737.834987 + Penalty 3944.180448 = -22383793.654540
  nChanged 8427
		SP:Iteration 3Q (103023.450000 sec): 3 clusters
  Score: Raw -22391157.738281 + Penalty 3944.180448 = -22387213.557834
  nChanged 10529
		SP:Iteration 4F (103025.020000 sec): 3 clusters
  Score: Raw -22396810.222848 + Penalty 3944.180448 = -22392866.042400
  nChanged 13343
		SP:Iteration 5F (103026.600000 sec): 3 clusters
  Score: Raw -22406040.303741 + Penalty 3944.180448 = -22402096.123293
  nChanged 15153
		SP:Iteration 6F (103028.180000 sec): 3 clusters
  Score: Raw -22418595.276625 + Penalty 3944.180448 = -22414651.096177
  nChanged 14402
		SP:Iteration 7F (103029.710000 sec): 3 clusters
  Score: Raw -22431495.842658 + Penalty 3944.180448 = -22427551.662210
  nChanged 10884
		SP:Iteration 8F (103031.240000 sec): 3 clusters
  Score: Raw -22441354.829043 + Penalty 3944.180448 = -22437410.648595
  nChanged 7054
		SP:Iteration 9Q (103032.790000 sec): 3 clusters
  Score: Raw -22447622.410428 + Penalty 3944.180448 = -22443678.229980
  nChanged 4187
		SP:Iteration 10Q (103034.290000 sec): 3 clusters
  Score: Raw -22451354.080236 + Penalty 3944.180448 = -22447409.899788
  nChanged 2209
		SP:Iteration 11Q (103035.720000 sec): 3 clusters
  Score: Raw -22453240.875017 + Penalty 3944.180448 = -22449296.694569
  nChanged 1087
		SP:Iteration 12Q (103037.130000 sec): 3 clusters
  Score: Raw -22454109.409699 + Penalty 3944.180448 = -22450165.229252
  nChanged 518
		SP:Iteration 13Q (103038.550000 sec): 3 clusters
  Score: Raw -22454509.226665 + Penalty 3944.180448 = -22450565.046218
  nChanged 289
		SP:Iteration 14Q (103039.930000 sec): 3 clusters
  Score: Raw -22454721.027036 + Penalty 3944.180448 = -22450776.846588
  nChanged 149
		SP:Iteration 15Q (103041.350000 sec): 3 clusters
  Score: Raw -22454827.509812 + Penalty 3944.180448 = -22450883.329364
  nChanged 96
		SP:Iteration 16Q (103042.740000 sec): 3 clusters
  Score: Raw -22454894.322824 + Penalty 3944.180448 = -22450950.142376
  nChanged 50
		SP:Iteration 17Q (103044.100000 sec): 3 clusters
  Score: Raw -22454925.455384 + Penalty 3944.180448 = -22450981.274936
  nChanged 38
		SP:Iteration 18Q (103045.520000 sec): 3 clusters
  Score: Raw -22454953.091835 + Penalty 3944.180448 = -22451008.911388
  nChanged 40
		SP:Iteration 19Q (103046.890000 sec): 3 clusters
  Score: Raw -22454981.336515 + Penalty 3944.180448 = -22451037.156068
  nChanged 28
		SP:Iteration 20F (103048.390000 sec): 3 clusters
  Score: Raw -22454998.228478 + Penalty 3944.180448 = -22451054.048031
  nChanged 24
		SP:Iteration 21Q (103049.810000 sec): 3 clusters
  Score: Raw -22455011.661279 + Penalty 3944.180448 = -22451067.480831
  nChanged 21
		SP:Iteration 22Q (103051.270000 sec): 3 clusters
  Score: Raw -22455024.130719 + Penalty 3944.180448 = -22451079.950272
  nChanged 13
		SP:Iteration 23Q (103052.690000 sec): 3 clusters
  Score: Raw -22455029.801195 + Penalty 3944.180448 = -22451085.620747
  nChanged 9
		SP:Iteration 24Q (103054.090000 sec): 3 clusters
  Score: Raw -22455035.319668 + Penalty 3944.180448 = -22451091.139221
  nChanged 9
		SP:Iteration 25Q (103055.510000 sec): 3 clusters
  Score: Raw -22455039.143655 + Penalty 3944.180448 = -22451094.963208
  nChanged 6
		SP:Iteration 26Q (103056.850000 sec): 3 clusters
  Score: Raw -22455041.276620 + Penalty 3944.180448 = -22451097.096172
  nChanged 4
		SP:Iteration 27Q (103058.230000 sec): 3 clusters
  Score: Raw -22455043.386518 + Penalty 3944.180448 = -22451099.206070
  nChanged 0
		SP:Iteration 28F (103059.830000 sec): 3 clusters
  Score: Raw -22455043.386518 + Penalty 3944.180448 = -22451099.206070
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 6 (201 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (103059.920000 sec): 2 clusters
  Score: Raw -17687.314666 + Penalty 861.787048 = -16825.527618
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (103060.100000 sec): 3 clusters
  Score: Raw -17851.374060 + Penalty 1723.574095 = -16127.799965
  nChanged 36
		SP:Iteration 1F (103060.270000 sec): 3 clusters
  Score: Raw -18051.875142 + Penalty 1723.574095 = -16328.301046
  nChanged 16
		SP:Iteration 2F (103060.450000 sec): 3 clusters
  Score: Raw -18134.322767 + Penalty 1723.574095 = -16410.748672
  nChanged 3
		SP:Iteration 3Q (103060.620000 sec): 3 clusters
  Score: Raw -18143.235545 + Penalty 1723.574095 = -16419.661449
  nChanged 2
		SP:Iteration 4Q (103060.800000 sec): 3 clusters
  Score: Raw -18149.047475 + Penalty 1723.574095 = -16425.473380
  nChanged 0
		SP:Iteration 5F (103060.970000 sec): 3 clusters
  Score: Raw -18149.047475 + Penalty 1723.574095 = -16425.473380
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 7 (10300 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (103061.130000 sec): 2 clusters
  Score: Raw -1224382.468296 + Penalty 1501.483616 = -1222880.984680
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (103061.380000 sec): 3 clusters
  Score: Raw -1218502.647561 + Penalty 3002.967232 = -1215499.680330
  nChanged 4506
		SP:Iteration 1F (103061.600000 sec): 3 clusters
  Score: Raw -1220906.881494 + Penalty 3002.967232 = -1217903.914262
  nChanged 570
		SP:Iteration 2F (103061.820000 sec): 3 clusters
  Score: Raw -1221139.201684 + Penalty 3002.967232 = -1218136.234452
  nChanged 491
		SP:Iteration 3Q (103062.040000 sec): 3 clusters
  Score: Raw -1221361.372858 + Penalty 3002.967232 = -1218358.405626
  nChanged 473
		SP:Iteration 4Q (103062.270000 sec): 3 clusters
  Score: Raw -1221611.226710 + Penalty 3002.967232 = -1218608.259478
  nChanged 518
		SP:Iteration 5F (103062.490000 sec): 3 clusters
  Score: Raw -1221935.195166 + Penalty 3002.967232 = -1218932.227935
  nChanged 533
		SP:Iteration 6F (103062.710000 sec): 3 clusters
  Score: Raw -1222322.142186 + Penalty 3002.967232 = -1219319.174955
  nChanged 561
		SP:Iteration 7F (103062.930000 sec): 3 clusters
  Score: Raw -1222763.433975 + Penalty 3002.967232 = -1219760.466744
  nChanged 570
		SP:Iteration 8F (103063.110000 sec): 3 clusters
  Score: Raw -1223215.094058 + Penalty 3002.967232 = -1220212.126827
  nChanged 495
		SP:Iteration 9Q (103063.340000 sec): 3 clusters
  Score: Raw -1223584.687669 + Penalty 3002.967232 = -1220581.720437
  nChanged 397
		SP:Iteration 10Q (103063.560000 sec): 3 clusters
  Score: Raw -1223883.496664 + Penalty 3002.967232 = -1220880.529433
  nChanged 344
		SP:Iteration 11Q (103063.790000 sec): 3 clusters
  Score: Raw -1224146.449215 + Penalty 3002.967232 = -1221143.481983
  nChanged 277
		SP:Iteration 12Q (103064.010000 sec): 3 clusters
  Score: Raw -1224349.779818 + Penalty 3002.967232 = -1221346.812587
  nChanged 198
		SP:Iteration 13Q (103064.230000 sec): 3 clusters
  Score: Raw -1224476.525594 + Penalty 3002.967232 = -1221473.558362
  nChanged 150
		SP:Iteration 14Q (103064.450000 sec): 3 clusters
  Score: Raw -1224569.858234 + Penalty 3002.967232 = -1221566.891002
  nChanged 131
		SP:Iteration 15Q (103064.680000 sec): 3 clusters
  Score: Raw -1224651.320436 + Penalty 3002.967232 = -1221648.353204
  nChanged 120
		SP:Iteration 16Q (103064.810000 sec): 3 clusters
  Score: Raw -1224714.406673 + Penalty 3002.967232 = -1221711.439441
  nChanged 97
		SP:Iteration 17Q (103065.050000 sec): 3 clusters
  Score: Raw -1224755.407795 + Penalty 3002.967232 = -1221752.440563
  nChanged 62
		SP:Iteration 18Q (103065.270000 sec): 3 clusters
  Score: Raw -1224780.942166 + Penalty 3002.967232 = -1221777.974935
  nChanged 46
		SP:Iteration 19Q (103065.530000 sec): 3 clusters
  Score: Raw -1224798.974206 + Penalty 3002.967232 = -1221796.006974
  nChanged 42
		SP:Iteration 20F (103065.790000 sec): 3 clusters
  Score: Raw -1224816.389700 + Penalty 3002.967232 = -1221813.422469
  nChanged 39
		SP:Iteration 21Q (103066.020000 sec): 3 clusters
  Score: Raw -1224832.139194 + Penalty 3002.967232 = -1221829.171963
  nChanged 33
		SP:Iteration 22Q (103066.240000 sec): 3 clusters
  Score: Raw -1224845.960051 + Penalty 3002.967232 = -1221842.992820
  nChanged 33
		SP:Iteration 23Q (103066.370000 sec): 3 clusters
  Score: Raw -1224857.254468 + Penalty 3002.967232 = -1221854.287236
  nChanged 24
		SP:Iteration 24Q (103066.560000 sec): 3 clusters
  Score: Raw -1224866.092075 + Penalty 3002.967232 = -1221863.124843
  nChanged 25
		SP:Iteration 25Q (103066.780000 sec): 3 clusters
  Score: Raw -1224874.117946 + Penalty 3002.967232 = -1221871.150715
  nChanged 23
		SP:Iteration 26Q (103067.010000 sec): 3 clusters
  Score: Raw -1224881.171092 + Penalty 3002.967232 = -1221878.203860
  nChanged 23
		SP:Iteration 27Q (103067.230000 sec): 3 clusters
  Score: Raw -1224888.348890 + Penalty 3002.967232 = -1221885.381658
  nChanged 27
		SP:Iteration 28Q (103067.450000 sec): 3 clusters
  Score: Raw -1224896.878794 + Penalty 3002.967232 = -1221893.911562
  nChanged 20
		SP:Iteration 29Q (103067.670000 sec): 3 clusters
  Score: Raw -1224903.153671 + Penalty 3002.967232 = -1221900.186439
  nChanged 17
		SP:Iteration 30Q (103067.900000 sec): 3 clusters
  Score: Raw -1224908.202452 + Penalty 3002.967232 = -1221905.235220
  nChanged 15
		SP:Iteration 31Q (103068.120000 sec): 3 clusters
  Score: Raw -1224911.829116 + Penalty 3002.967232 = -1221908.861884
  nChanged 13
		SP:Iteration 32Q (103068.340000 sec): 3 clusters
  Score: Raw -1224914.372692 + Penalty 3002.967232 = -1221911.405460
  nChanged 9
		SP:Iteration 33Q (103068.560000 sec): 3 clusters
  Score: Raw -1224916.651541 + Penalty 3002.967232 = -1221913.684310
  nChanged 5
		SP:Iteration 34Q (103068.780000 sec): 3 clusters
  Score: Raw -1224917.543629 + Penalty 3002.967232 = -1221914.576398
  nChanged 4
		SP:Iteration 35Q (103069.010000 sec): 3 clusters
  Score: Raw -1224918.209985 + Penalty 3002.967232 = -1221915.242754
  nChanged 3
		SP:Iteration 36Q (103069.230000 sec): 3 clusters
  Score: Raw -1224918.841933 + Penalty 3002.967232 = -1221915.874701
  nChanged 2
		SP:Iteration 37Q (103069.450000 sec): 3 clusters
  Score: Raw -1224919.079042 + Penalty 3002.967232 = -1221916.111811
  nChanged 1
		SP:Iteration 38Q (103069.670000 sec): 3 clusters
  Score: Raw -1224919.470938 + Penalty 3002.967232 = -1221916.503706
  nChanged 2
		SP:Iteration 39Q (103069.890000 sec): 3 clusters
  Score: Raw -1224920.119910 + Penalty 3002.967232 = -1221917.152679
  nChanged 2
		SP:Iteration 40F (103070.120000 sec): 3 clusters
  Score: Raw -1224920.617620 + Penalty 3002.967232 = -1221917.650389
  nChanged 1
		SP:Iteration 41Q (103070.300000 sec): 3 clusters
  Score: Raw -1224920.730049 + Penalty 3002.967232 = -1221917.762818
  nChanged 0
		SP:Iteration 42F (103070.570000 sec): 3 clusters
  Score: Raw -1224920.730049 + Penalty 3002.967232 = -1221917.762818
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 8 (12117 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (103070.710000 sec): 2 clusters
  Score: Raw -1464363.239425 + Penalty 1527.884264 = -1462835.355160
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (103070.990000 sec): 3 clusters
  Score: Raw -1457361.877135 + Penalty 3055.768529 = -1454306.108606
  nChanged 5377
		SP:Iteration 1F (103071.240000 sec): 3 clusters
  Score: Raw -1460426.854790 + Penalty 3055.768529 = -1457371.086261
  nChanged 826
		SP:Iteration 2F (103071.490000 sec): 3 clusters
  Score: Raw -1460850.786866 + Penalty 3055.768529 = -1457795.018337
  nChanged 746
		SP:Iteration 3F (103071.700000 sec): 3 clusters
  Score: Raw -1461222.238902 + Penalty 3055.768529 = -1458166.470373
  nChanged 664
		SP:Iteration 4F (103071.900000 sec): 3 clusters
  Score: Raw -1461561.571220 + Penalty 3055.768529 = -1458505.802691
  nChanged 602
		SP:Iteration 5Q (103072.110000 sec): 3 clusters
  Score: Raw -1461890.724454 + Penalty 3055.768529 = -1458834.955925
  nChanged 571
		SP:Iteration 6Q (103072.310000 sec): 3 clusters
  Score: Raw -1462213.103413 + Penalty 3055.768529 = -1459157.334884
  nChanged 537
		SP:Iteration 7Q (103072.510000 sec): 3 clusters
  Score: Raw -1462503.151392 + Penalty 3055.768529 = -1459447.382863
  nChanged 439
		SP:Iteration 8Q (103072.720000 sec): 3 clusters
  Score: Raw -1462718.936964 + Penalty 3055.768529 = -1459663.168435
  nChanged 368
		SP:Iteration 9Q (103072.930000 sec): 3 clusters
  Score: Raw -1462918.748161 + Penalty 3055.768529 = -1459862.979632
  nChanged 347
		SP:Iteration 10Q (103073.130000 sec): 3 clusters
  Score: Raw -1463101.921905 + Penalty 3055.768529 = -1460046.153376
  nChanged 300
		SP:Iteration 11Q (103073.330000 sec): 3 clusters
  Score: Raw -1463262.899740 + Penalty 3055.768529 = -1460207.131211
  nChanged 270
		SP:Iteration 12Q (103073.540000 sec): 3 clusters
  Score: Raw -1463411.545559 + Penalty 3055.768529 = -1460355.777031
  nChanged 226
		SP:Iteration 13Q (103073.740000 sec): 3 clusters
  Score: Raw -1463514.587397 + Penalty 3055.768529 = -1460458.818868
  nChanged 193
		SP:Iteration 14Q (103073.950000 sec): 3 clusters
  Score: Raw -1463590.500427 + Penalty 3055.768529 = -1460534.731898
  nChanged 165
		SP:Iteration 15Q (103074.150000 sec): 3 clusters
  Score: Raw -1463651.172919 + Penalty 3055.768529 = -1460595.404390
  nChanged 123
		SP:Iteration 16Q (103074.360000 sec): 3 clusters
  Score: Raw -1463693.745361 + Penalty 3055.768529 = -1460637.976832
  nChanged 107
		SP:Iteration 17Q (103074.560000 sec): 3 clusters
  Score: Raw -1463726.100313 + Penalty 3055.768529 = -1460670.331784
  nChanged 107
		SP:Iteration 18Q (103074.770000 sec): 3 clusters
  Score: Raw -1463760.870761 + Penalty 3055.768529 = -1460705.102232
  nChanged 106
		SP:Iteration 19Q (103074.970000 sec): 3 clusters
  Score: Raw -1463802.743509 + Penalty 3055.768529 = -1460746.974980
  nChanged 96
		SP:Iteration 20F (103075.170000 sec): 3 clusters
  Score: Raw -1463840.793420 + Penalty 3055.768529 = -1460785.024891
  nChanged 106
		SP:Iteration 21Q (103075.380000 sec): 3 clusters
  Score: Raw -1463875.196654 + Penalty 3055.768529 = -1460819.428126
  nChanged 95
		SP:Iteration 22Q (103075.580000 sec): 3 clusters
  Score: Raw -1463908.779546 + Penalty 3055.768529 = -1460853.011017
  nChanged 106
		SP:Iteration 23Q (103075.790000 sec): 3 clusters
  Score: Raw -1463947.536495 + Penalty 3055.768529 = -1460891.767966
  nChanged 82
		SP:Iteration 24Q (103075.990000 sec): 3 clusters
  Score: Raw -1463975.682607 + Penalty 3055.768529 = -1460919.914078
  nChanged 91
		SP:Iteration 25Q (103076.190000 sec): 3 clusters
  Score: Raw -1464003.731679 + Penalty 3055.768529 = -1460947.963151
  nChanged 74
		SP:Iteration 26Q (103076.400000 sec): 3 clusters
  Score: Raw -1464024.007002 + Penalty 3055.768529 = -1460968.238473
  nChanged 70
		SP:Iteration 27Q (103076.610000 sec): 3 clusters
  Score: Raw -1464039.298643 + Penalty 3055.768529 = -1460983.530114
  nChanged 50
		SP:Iteration 28Q (103076.810000 sec): 3 clusters
  Score: Raw -1464049.952018 + Penalty 3055.768529 = -1460994.183489
  nChanged 40
		SP:Iteration 29Q (103077.010000 sec): 3 clusters
  Score: Raw -1464057.674244 + Penalty 3055.768529 = -1461001.905715
  nChanged 37
		SP:Iteration 30Q (103077.220000 sec): 3 clusters
  Score: Raw -1464064.760966 + Penalty 3055.768529 = -1461008.992437
  nChanged 38
		SP:Iteration 31Q (103077.420000 sec): 3 clusters
  Score: Raw -1464070.565580 + Penalty 3055.768529 = -1461014.797052
  nChanged 20
		SP:Iteration 32Q (103077.630000 sec): 3 clusters
  Score: Raw -1464072.615589 + Penalty 3055.768529 = -1461016.847061
  nChanged 11
		SP:Iteration 33Q (103077.830000 sec): 3 clusters
  Score: Raw -1464074.137430 + Penalty 3055.768529 = -1461018.368902
  nChanged 12
		SP:Iteration 34Q (103078.040000 sec): 3 clusters
  Score: Raw -1464075.885680 + Penalty 3055.768529 = -1461020.117152
  nChanged 13
		SP:Iteration 35Q (103078.240000 sec): 3 clusters
  Score: Raw -1464077.880398 + Penalty 3055.768529 = -1461022.111869
  nChanged 18
		SP:Iteration 36Q (103078.450000 sec): 3 clusters
  Score: Raw -1464079.814712 + Penalty 3055.768529 = -1461024.046184
  nChanged 13
		SP:Iteration 37Q (103078.650000 sec): 3 clusters
  Score: Raw -1464082.090639 + Penalty 3055.768529 = -1461026.322110
  nChanged 17
		SP:Iteration 38Q (103078.850000 sec): 3 clusters
  Score: Raw -1464084.320916 + Penalty 3055.768529 = -1461028.552387
  nChanged 9
		SP:Iteration 39Q (103079.100000 sec): 3 clusters
  Score: Raw -1464086.377898 + Penalty 3055.768529 = -1461030.609369
  nChanged 19
		SP:Iteration 40F (103079.320000 sec): 3 clusters
  Score: Raw -1464090.630411 + Penalty 3055.768529 = -1461034.861883
  nChanged 24
		SP:Iteration 41Q (103079.470000 sec): 3 clusters
  Score: Raw -1464095.282464 + Penalty 3055.768529 = -1461039.513935
  nChanged 21
		SP:Iteration 42Q (103079.710000 sec): 3 clusters
  Score: Raw -1464098.830645 + Penalty 3055.768529 = -1461043.062116
  nChanged 29
		SP:Iteration 43Q (103079.950000 sec): 3 clusters
  Score: Raw -1464102.803012 + Penalty 3055.768529 = -1461047.034483
  nChanged 24
		SP:Iteration 44Q (103080.200000 sec): 3 clusters
  Score: Raw -1464106.902652 + Penalty 3055.768529 = -1461051.134123
  nChanged 26
		SP:Iteration 45Q (103080.370000 sec): 3 clusters
  Score: Raw -1464110.801506 + Penalty 3055.768529 = -1461055.032977
  nChanged 21
		SP:Iteration 46Q (103080.620000 sec): 3 clusters
  Score: Raw -1464113.795624 + Penalty 3055.768529 = -1461058.027095
  nChanged 19
		SP:Iteration 47Q (103080.780000 sec): 3 clusters
  Score: Raw -1464116.819026 + Penalty 3055.768529 = -1461061.050497
  nChanged 14
		SP:Iteration 48Q (103080.970000 sec): 3 clusters
  Score: Raw -1464119.321480 + Penalty 3055.768529 = -1461063.552951
  nChanged 20
		SP:Iteration 49Q (103081.150000 sec): 3 clusters
  Score: Raw -1464122.091818 + Penalty 3055.768529 = -1461066.323290
  nChanged 24
		SP:Iteration 50Q (103081.310000 sec): 3 clusters
  Score: Raw -1464125.656797 + Penalty 3055.768529 = -1461069.888268
  nChanged 17
		SP:Iteration 51Q (103081.470000 sec): 3 clusters
  Score: Raw -1464128.198217 + Penalty 3055.768529 = -1461072.429688
  nChanged 22
		SP:Iteration 52Q (103081.640000 sec): 3 clusters
  Score: Raw -1464132.086014 + Penalty 3055.768529 = -1461076.317485
  nChanged 28
		SP:Iteration 53Q (103081.800000 sec): 3 clusters
  Score: Raw -1464137.313247 + Penalty 3055.768529 = -1461081.544718
  nChanged 24
		SP:Iteration 54Q (103081.980000 sec): 3 clusters
  Score: Raw -1464140.658855 + Penalty 3055.768529 = -1461084.890326
  nChanged 26
		SP:Iteration 55Q (103082.140000 sec): 3 clusters
  Score: Raw -1464146.075758 + Penalty 3055.768529 = -1461090.307229
  nChanged 27
		SP:Iteration 56Q (103082.320000 sec): 3 clusters
  Score: Raw -1464151.656483 + Penalty 3055.768529 = -1461095.887954
  nChanged 28
		SP:Iteration 57Q (103082.610000 sec): 3 clusters
  Score: Raw -1464156.987218 + Penalty 3055.768529 = -1461101.218689
  nChanged 27
		SP:Iteration 58Q (103082.780000 sec): 3 clusters
  Score: Raw -1464162.748329 + Penalty 3055.768529 = -1461106.979800
  nChanged 28
		SP:Iteration 59Q (103083.030000 sec): 3 clusters
  Score: Raw -1464168.308914 + Penalty 3055.768529 = -1461112.540385
  nChanged 23
		SP:Iteration 60F (103083.280000 sec): 3 clusters
  Score: Raw -1464172.357891 + Penalty 3055.768529 = -1461116.589362
  nChanged 25
		SP:Iteration 61Q (103083.540000 sec): 3 clusters
  Score: Raw -1464177.458142 + Penalty 3055.768529 = -1461121.689613
  nChanged 31
		SP:Iteration 62Q (103083.770000 sec): 3 clusters
  Score: Raw -1464183.607025 + Penalty 3055.768529 = -1461127.838496
  nChanged 39
		SP:Iteration 63Q (103084.000000 sec): 3 clusters
  Score: Raw -1464190.032847 + Penalty 3055.768529 = -1461134.264318
  nChanged 27
		SP:Iteration 64Q (103084.250000 sec): 3 clusters
  Score: Raw -1464195.479229 + Penalty 3055.768529 = -1461139.710700
  nChanged 27
		SP:Iteration 65Q (103084.500000 sec): 3 clusters
  Score: Raw -1464199.879325 + Penalty 3055.768529 = -1461144.110796
  nChanged 23
		SP:Iteration 66Q (103084.750000 sec): 3 clusters
  Score: Raw -1464202.451944 + Penalty 3055.768529 = -1461146.683415
  nChanged 18
		SP:Iteration 67Q (103085.000000 sec): 3 clusters
  Score: Raw -1464204.967675 + Penalty 3055.768529 = -1461149.199146
  nChanged 13
		SP:Iteration 68Q (103085.250000 sec): 3 clusters
  Score: Raw -1464206.688904 + Penalty 3055.768529 = -1461150.920375
  nChanged 19
		SP:Iteration 69Q (103085.470000 sec): 3 clusters
  Score: Raw -1464209.257862 + Penalty 3055.768529 = -1461153.489333
  nChanged 19
		SP:Iteration 70Q (103085.620000 sec): 3 clusters
  Score: Raw -1464211.313673 + Penalty 3055.768529 = -1461155.545144
  nChanged 9
		SP:Iteration 71Q (103085.900000 sec): 3 clusters
  Score: Raw -1464212.245321 + Penalty 3055.768529 = -1461156.476792
  nChanged 4
		SP:Iteration 72Q (103086.150000 sec): 3 clusters
  Score: Raw -1464212.798696 + Penalty 3055.768529 = -1461157.030167
  nChanged 7
		SP:Iteration 73Q (103086.410000 sec): 3 clusters
  Score: Raw -1464213.556810 + Penalty 3055.768529 = -1461157.788281
  nChanged 9
		SP:Iteration 74Q (103086.700000 sec): 3 clusters
  Score: Raw -1464214.413956 + Penalty 3055.768529 = -1461158.645427
  nChanged 4
		SP:Iteration 75Q (103086.910000 sec): 3 clusters
  Score: Raw -1464214.806559 + Penalty 3055.768529 = -1461159.038030
  nChanged 7
		SP:Iteration 76Q (103087.160000 sec): 3 clusters
  Score: Raw -1464215.689037 + Penalty 3055.768529 = -1461159.920508
  nChanged 6
		SP:Iteration 77Q (103087.410000 sec): 3 clusters
  Score: Raw -1464216.392511 + Penalty 3055.768529 = -1461160.623982
  nChanged 6
		SP:Iteration 78Q (103087.660000 sec): 3 clusters
  Score: Raw -1464216.835291 + Penalty 3055.768529 = -1461161.066762
  nChanged 4
		SP:Iteration 79Q (103087.910000 sec): 3 clusters
  Score: Raw -1464217.112446 + Penalty 3055.768529 = -1461161.343917
  nChanged 3
		SP:Iteration 80F (103088.160000 sec): 3 clusters
  Score: Raw -1464217.514294 + Penalty 3055.768529 = -1461161.745765
  nChanged 3
		SP:Iteration 81Q (103088.400000 sec): 3 clusters
  Score: Raw -1464217.836585 + Penalty 3055.768529 = -1461162.068057
  nChanged 2
		SP:Iteration 82Q (103088.650000 sec): 3 clusters
  Score: Raw -1464217.960924 + Penalty 3055.768529 = -1461162.192395
  nChanged 0
		SP:Iteration 83F (103088.900000 sec): 3 clusters
  Score: Raw -1464217.960924 + Penalty 3055.768529 = -1461162.192395
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 9 (533 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (103088.980000 sec): 2 clusters
  Score: Raw -58629.082390 + Penalty 1020.259731 = -57608.822658
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (103089.160000 sec): 3 clusters
  Score: Raw -58624.227844 + Penalty 2040.519463 = -56583.708381
  nChanged 117
		SP:Iteration 1F (103089.340000 sec): 3 clusters
  Score: Raw -58795.765272 + Penalty 2040.519463 = -56755.245809
  nChanged 33
		SP:Iteration 2F (103089.510000 sec): 3 clusters
  Score: Raw -58849.004184 + Penalty 2040.519463 = -56808.484721
  nChanged 24
		SP:Iteration 3Q (103089.690000 sec): 3 clusters
  Score: Raw -58889.183644 + Penalty 2040.519463 = -56848.664182
  nChanged 25
		SP:Iteration 4Q (103089.860000 sec): 3 clusters
  Score: Raw -58940.853095 + Penalty 2040.519463 = -56900.333632
  nChanged 23
		SP:Iteration 5Q (103090.040000 sec): 3 clusters
  Score: Raw -58981.114233 + Penalty 2040.519463 = -56940.594770
  nChanged 14
		SP:Iteration 6Q (103090.220000 sec): 3 clusters
  Score: Raw -59011.941718 + Penalty 2040.519463 = -56971.422255
  nChanged 15
		SP:Iteration 7Q (103090.390000 sec): 3 clusters
  Score: Raw -59050.031349 + Penalty 2040.519463 = -57009.511886
  nChanged 17
		SP:Iteration 8Q (103090.570000 sec): 3 clusters
  Score: Raw -59132.381226 + Penalty 2040.519463 = -57091.861764
  nChanged 15
		SP:Iteration 9Q (103090.790000 sec): 3 clusters
  Score: Raw -59162.394514 + Penalty 2040.519463 = -57121.875052
  nChanged 4
		SP:Iteration 10Q (103090.960000 sec): 3 clusters
  Score: Raw -59167.495485 + Penalty 2040.519463 = -57126.976022
  nChanged 1
		SP:Iteration 11Q (103091.140000 sec): 3 clusters
  Score: Raw -59169.547935 + Penalty 2040.519463 = -57129.028472
  nChanged 3
		SP:Iteration 12Q (103091.310000 sec): 3 clusters
  Score: Raw -59174.863826 + Penalty 2040.519463 = -57134.344363
  nChanged 4
		SP:Iteration 13Q (103091.490000 sec): 3 clusters
  Score: Raw -59179.145312 + Penalty 2040.519463 = -57138.625849
  nChanged 0
		SP:Iteration 14F (103091.660000 sec): 3 clusters
  Score: Raw -59179.145312 + Penalty 2040.519463 = -57138.625849
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 10 (8294 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (103091.760000 sec): 2 clusters
  Score: Raw -945401.703832 + Penalty 1466.284242 = -943935.419590
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (103091.910000 sec): 3 clusters
  Score: Raw -940782.850327 + Penalty 2932.568483 = -937850.281844
  nChanged 3540
		SP:Iteration 1F (103092.030000 sec): 3 clusters
  Score: Raw -942790.911880 + Penalty 2932.568483 = -939858.343396
  nChanged 591
		SP:Iteration 2F (103092.160000 sec): 3 clusters
  Score: Raw -943116.387226 + Penalty 2932.568483 = -940183.818742
  nChanged 513
		SP:Iteration 3F (103092.370000 sec): 3 clusters
  Score: Raw -943455.260125 + Penalty 2932.568483 = -940522.691642
  nChanged 568
		SP:Iteration 4F (103092.560000 sec): 3 clusters
  Score: Raw -943859.308374 + Penalty 2932.568483 = -940926.739891
  nChanged 531
		SP:Iteration 5F (103092.700000 sec): 3 clusters
  Score: Raw -944215.671079 + Penalty 2932.568483 = -941283.102596
  nChanged 468
		SP:Iteration 6F (103092.890000 sec): 3 clusters
  Score: Raw -944555.518633 + Penalty 2932.568483 = -941622.950150
  nChanged 436
		SP:Iteration 7F (103093.080000 sec): 3 clusters
  Score: Raw -944898.359058 + Penalty 2932.568483 = -941965.790575
  nChanged 366
		SP:Iteration 8Q (103093.210000 sec): 3 clusters
  Score: Raw -945170.796845 + Penalty 2932.568483 = -942238.228362
  nChanged 286
		SP:Iteration 9Q (103093.330000 sec): 3 clusters
  Score: Raw -945352.039510 + Penalty 2932.568483 = -942419.471026
  nChanged 194
		SP:Iteration 10Q (103093.460000 sec): 3 clusters
  Score: Raw -945454.938261 + Penalty 2932.568483 = -942522.369777
  nChanged 118
		SP:Iteration 11Q (103093.590000 sec): 3 clusters
  Score: Raw -945508.448263 + Penalty 2932.568483 = -942575.879780
  nChanged 96
		SP:Iteration 12Q (103093.720000 sec): 3 clusters
  Score: Raw -945550.475862 + Penalty 2932.568483 = -942617.907378
  nChanged 93
		SP:Iteration 13Q (103093.860000 sec): 3 clusters
  Score: Raw -945589.015595 + Penalty 2932.568483 = -942656.447112
  nChanged 71
		SP:Iteration 14Q (103093.990000 sec): 3 clusters
  Score: Raw -945614.223148 + Penalty 2932.568483 = -942681.654665
  nChanged 48
		SP:Iteration 15Q (103094.170000 sec): 3 clusters
  Score: Raw -945627.172534 + Penalty 2932.568483 = -942694.604051
  nChanged 38
		SP:Iteration 16Q (103094.360000 sec): 3 clusters
  Score: Raw -945635.861208 + Penalty 2932.568483 = -942703.292725
  nChanged 29
		SP:Iteration 17Q (103094.560000 sec): 3 clusters
  Score: Raw -945644.284929 + Penalty 2932.568483 = -942711.716445
  nChanged 23
		SP:Iteration 18Q (103094.750000 sec): 3 clusters
  Score: Raw -945651.062517 + Penalty 2932.568483 = -942718.494033
  nChanged 35
		SP:Iteration 19Q (103094.940000 sec): 3 clusters
  Score: Raw -945660.655356 + Penalty 2932.568483 = -942728.086873
  nChanged 31
		SP:Iteration 20F (103095.060000 sec): 3 clusters
  Score: Raw -945668.509900 + Penalty 2932.568483 = -942735.941417
  nChanged 29
		SP:Iteration 21Q (103095.180000 sec): 3 clusters
  Score: Raw -945675.373384 + Penalty 2932.568483 = -942742.804901
  nChanged 26
		SP:Iteration 22Q (103095.370000 sec): 3 clusters
  Score: Raw -945680.938363 + Penalty 2932.568483 = -942748.369880
  nChanged 20
		SP:Iteration 23Q (103095.560000 sec): 3 clusters
  Score: Raw -945684.684979 + Penalty 2932.568483 = -942752.116496
  nChanged 16
		SP:Iteration 24Q (103095.670000 sec): 3 clusters
  Score: Raw -945688.110097 + Penalty 2932.568483 = -942755.541614
  nChanged 15
		SP:Iteration 25Q (103095.800000 sec): 3 clusters
  Score: Raw -945692.649187 + Penalty 2932.568483 = -942760.080704
  nChanged 26
		SP:Iteration 26Q (103096.000000 sec): 3 clusters
  Score: Raw -945699.411352 + Penalty 2932.568483 = -942766.842869
  nChanged 28
		SP:Iteration 27Q (103096.190000 sec): 3 clusters
  Score: Raw -945706.195666 + Penalty 2932.568483 = -942773.627183
  nChanged 20
		SP:Iteration 28Q (103096.390000 sec): 3 clusters
  Score: Raw -945710.339241 + Penalty 2932.568483 = -942777.770758
  nChanged 16
		SP:Iteration 29Q (103096.590000 sec): 3 clusters
  Score: Raw -945714.535982 + Penalty 2932.568483 = -942781.967498
  nChanged 14
		SP:Iteration 30Q (103096.770000 sec): 3 clusters
  Score: Raw -945717.420759 + Penalty 2932.568483 = -942784.852276
  nChanged 11
		SP:Iteration 31Q (103096.960000 sec): 3 clusters
  Score: Raw -945719.354608 + Penalty 2932.568483 = -942786.786124
  nChanged 12
		SP:Iteration 32Q (103097.070000 sec): 3 clusters
  Score: Raw -945720.918081 + Penalty 2932.568483 = -942788.349597
  nChanged 7
		SP:Iteration 33Q (103097.190000 sec): 3 clusters
  Score: Raw -945722.467524 + Penalty 2932.568483 = -942789.899041
  nChanged 9
		SP:Iteration 34Q (103097.400000 sec): 3 clusters
  Score: Raw -945724.444717 + Penalty 2932.568483 = -942791.876234
  nChanged 11
		SP:Iteration 35Q (103097.600000 sec): 3 clusters
  Score: Raw -945726.458399 + Penalty 2932.568483 = -942793.889916
  nChanged 5
		SP:Iteration 36Q (103097.790000 sec): 3 clusters
  Score: Raw -945727.229563 + Penalty 2932.568483 = -942794.661079
  nChanged 3
		SP:Iteration 37Q (103098.030000 sec): 3 clusters
  Score: Raw -945727.610934 + Penalty 2932.568483 = -942795.042451
  nChanged 2
		SP:Iteration 38Q (103098.220000 sec): 3 clusters
  Score: Raw -945727.774952 + Penalty 2932.568483 = -942795.206469
  nChanged 1
		SP:Iteration 39Q (103098.410000 sec): 3 clusters
  Score: Raw -945727.860126 + Penalty 2932.568483 = -942795.291642
  nChanged 2
		SP:Iteration 40F (103098.610000 sec): 3 clusters
  Score: Raw -945728.158508 + Penalty 2932.568483 = -942795.590025
  nChanged 1
		SP:Iteration 41Q (103098.810000 sec): 3 clusters
  Score: Raw -945728.485691 + Penalty 2932.568483 = -942795.917207
  nChanged 1
		SP:Iteration 42Q (103099.000000 sec): 3 clusters
  Score: Raw -945728.520190 + Penalty 2932.568483 = -942795.951707
  nChanged 0
		SP:Iteration 43F (103099.200000 sec): 3 clusters
  Score: Raw -945728.520190 + Penalty 2932.568483 = -942795.951707
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 11 (895 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (103099.260000 sec): 2 clusters
  Score: Raw -103451.214392 + Penalty 1104.483854 = -102346.730537
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (103099.430000 sec): 3 clusters
  Score: Raw -103203.365068 + Penalty 2208.967708 = -100994.397360
  nChanged 254
		SP:Iteration 1F (103099.610000 sec): 3 clusters
  Score: Raw -103504.024631 + Penalty 2208.967708 = -101295.056923
  nChanged 95
		SP:Iteration 2F (103099.780000 sec): 3 clusters
  Score: Raw -103653.530997 + Penalty 2208.967708 = -101444.563288
  nChanged 59
		SP:Iteration 3F (103099.960000 sec): 3 clusters
  Score: Raw -103762.312756 + Penalty 2208.967708 = -101553.345048
  nChanged 42
		SP:Iteration 4Q (103100.130000 sec): 3 clusters
  Score: Raw -103849.655140 + Penalty 2208.967708 = -101640.687431
  nChanged 40
		SP:Iteration 5Q (103100.310000 sec): 3 clusters
  Score: Raw -103927.382974 + Penalty 2208.967708 = -101718.415265
  nChanged 28
		SP:Iteration 6Q (103100.490000 sec): 3 clusters
  Score: Raw -103983.158082 + Penalty 2208.967708 = -101774.190374
  nChanged 20
		SP:Iteration 7Q (103100.660000 sec): 3 clusters
  Score: Raw -104011.392454 + Penalty 2208.967708 = -101802.424746
  nChanged 14
		SP:Iteration 8Q (103100.840000 sec): 3 clusters
  Score: Raw -104030.713287 + Penalty 2208.967708 = -101821.745579
  nChanged 6
		SP:Iteration 9Q (103101.010000 sec): 3 clusters
  Score: Raw -104047.820987 + Penalty 2208.967708 = -101838.853279
  nChanged 10
		SP:Iteration 10Q (103101.190000 sec): 3 clusters
  Score: Raw -104064.242996 + Penalty 2208.967708 = -101855.275287
  nChanged 5
		SP:Iteration 11Q (103101.370000 sec): 3 clusters
  Score: Raw -104075.280505 + Penalty 2208.967708 = -101866.312796
  nChanged 7
		SP:Iteration 12Q (103101.540000 sec): 3 clusters
  Score: Raw -104083.116013 + Penalty 2208.967708 = -101874.148304
  nChanged 5
		SP:Iteration 13Q (103101.720000 sec): 3 clusters
  Score: Raw -104089.029403 + Penalty 2208.967708 = -101880.061694
  nChanged 7
		SP:Iteration 14Q (103101.730000 sec): 3 clusters
  Score: Raw -104100.426505 + Penalty 2208.967708 = -101891.458796
  nChanged 8
		SP:Iteration 15Q (103101.750000 sec): 3 clusters
  Score: Raw -104111.615561 + Penalty 2208.967708 = -101902.647853
  nChanged 4
		SP:Iteration 16Q (103101.780000 sec): 3 clusters
  Score: Raw -104118.434553 + Penalty 2208.967708 = -101909.466845
  nChanged 5
		SP:Iteration 17Q (103101.800000 sec): 3 clusters
  Score: Raw -104123.767513 + Penalty 2208.967708 = -101914.799805
  nChanged 2
		SP:Iteration 18Q (103101.830000 sec): 3 clusters
  Score: Raw -104126.254330 + Penalty 2208.967708 = -101917.286622
  nChanged 2
		SP:Iteration 19Q (103101.850000 sec): 3 clusters
  Score: Raw -104128.443503 + Penalty 2208.967708 = -101919.475795
  nChanged 1
		SP:Iteration 20F (103101.870000 sec): 3 clusters
  Score: Raw -104130.992962 + Penalty 2208.967708 = -101922.025253
  nChanged 4
		SP:Iteration 21Q (103101.900000 sec): 3 clusters
  Score: Raw -104138.203227 + Penalty 2208.967708 = -101929.235518
  nChanged 0
		SP:Iteration 22F (103101.920000 sec): 3 clusters
  Score: Raw -104138.203227 + Penalty 2208.967708 = -101929.235518
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 12 (502 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (103101.970000 sec): 2 clusters
  Score: Raw -60916.023429 + Penalty 1010.522519 = -59905.500909
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (103101.980000 sec): 3 clusters
  Score: Raw -60829.970791 + Penalty 2021.045039 = -58808.925752
  nChanged 111
		SP:Iteration 1F (103102.000000 sec): 3 clusters
  Score: Raw -60997.030098 + Penalty 2021.045039 = -58975.985059
  nChanged 22
		SP:Iteration 2Q (103102.010000 sec): 3 clusters
  Score: Raw -61035.582661 + Penalty 2021.045039 = -59014.537622
  nChanged 11
		SP:Iteration 3Q (103102.030000 sec): 3 clusters
  Score: Raw -61045.770968 + Penalty 2021.045039 = -59024.725929
  nChanged 4
		SP:Iteration 4Q (103102.050000 sec): 3 clusters
  Score: Raw -61052.052572 + Penalty 2021.045039 = -59031.007533
  nChanged 0
		SP:Iteration 5F (103102.060000 sec): 3 clusters
  Score: Raw -61052.052572 + Penalty 2021.045039 = -59031.007533
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 13 (553 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (103102.110000 sec): 2 clusters
  Score: Raw -67829.573166 + Penalty 1026.245675 = -66803.327491
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (103102.120000 sec): 3 clusters
  Score: Raw -67706.030023 + Penalty 2052.491350 = -65653.538672
  nChanged 137
		SP:Iteration 1F (103102.140000 sec): 3 clusters
  Score: Raw -67884.407847 + Penalty 2052.491350 = -65831.916496
  nChanged 32
		SP:Iteration 2F (103102.150000 sec): 3 clusters
  Score: Raw -67927.869326 + Penalty 2052.491350 = -65875.377975
  nChanged 10
		SP:Iteration 3Q (103102.170000 sec): 3 clusters
  Score: Raw -67936.138687 + Penalty 2052.491350 = -65883.647336
  nChanged 5
		SP:Iteration 4Q (103102.180000 sec): 3 clusters
  Score: Raw -67944.477260 + Penalty 2052.491350 = -65891.985909
  nChanged 7
		SP:Iteration 5Q (103102.200000 sec): 3 clusters
  Score: Raw -67951.842072 + Penalty 2052.491350 = -65899.350722
  nChanged 4
		SP:Iteration 6Q (103102.210000 sec): 3 clusters
  Score: Raw -67957.455883 + Penalty 2052.491350 = -65904.964533
  nChanged 3
		SP:Iteration 7Q (103102.230000 sec): 3 clusters
  Score: Raw -67964.756879 + Penalty 2052.491350 = -65912.265528
  nChanged 2
		SP:Iteration 8Q (103102.250000 sec): 3 clusters
  Score: Raw -67969.152769 + Penalty 2052.491350 = -65916.661418
  nChanged 2
		SP:Iteration 9Q (103102.260000 sec): 3 clusters
  Score: Raw -67972.424105 + Penalty 2052.491350 = -65919.932754
  nChanged 0
		SP:Iteration 10F (103102.280000 sec): 3 clusters
  Score: Raw -67972.424105 + Penalty 2052.491350 = -65919.932754
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 14 (323 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (103102.310000 sec): 2 clusters
  Score: Raw -35039.988351 + Penalty 938.868503 = -34101.119848
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (103102.320000 sec): 3 clusters
  Score: Raw -35122.808876 + Penalty 1877.737005 = -33245.071871
  nChanged 67
		SP:Iteration 1F (103102.330000 sec): 3 clusters
  Score: Raw -35353.377029 + Penalty 1877.737005 = -33475.640024
  nChanged 30
		SP:Iteration 2F (103102.340000 sec): 3 clusters
  Score: Raw -35556.936910 + Penalty 1877.737005 = -33679.199905
  nChanged 18
		SP:Iteration 3F (103102.350000 sec): 3 clusters
  Score: Raw -35631.144409 + Penalty 1877.737005 = -33753.407404
  nChanged 8
		SP:Iteration 4Q (103102.360000 sec): 3 clusters
  Score: Raw -35660.369862 + Penalty 1877.737005 = -33782.632857
  nChanged 6
		SP:Iteration 5Q (103102.370000 sec): 3 clusters
  Score: Raw -35678.731739 + Penalty 1877.737005 = -33800.994734
  nChanged 4
		SP:Iteration 6Q (103102.370000 sec): 3 clusters
  Score: Raw -35705.515892 + Penalty 1877.737005 = -33827.778887
  nChanged 4
		SP:Iteration 7Q (103102.380000 sec): 3 clusters
  Score: Raw -35726.976387 + Penalty 1877.737005 = -33849.239382
  nChanged 4
		SP:Iteration 8Q (103102.390000 sec): 3 clusters
  Score: Raw -35747.503800 + Penalty 1877.737005 = -33869.766795
  nChanged 3
		SP:Iteration 9Q (103102.400000 sec): 3 clusters
  Score: Raw -35755.355155 + Penalty 1877.737005 = -33877.618150
  nChanged 0
		SP:Iteration 10F (103102.410000 sec): 3 clusters
  Score: Raw -35755.355155 + Penalty 1877.737005 = -33877.618150
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 15 (5270 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (103102.500000 sec): 2 clusters
  Score: Raw -639348.148743 + Penalty 1392.590167 = -637955.558576
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (103102.670000 sec): 3 clusters
  Score: Raw -636621.549042 + Penalty 2785.180333 = -633836.368708
  nChanged 2106
		SP:Iteration 1F (103102.850000 sec): 3 clusters
  Score: Raw -637790.472525 + Penalty 2785.180333 = -635005.292192
  nChanged 400
		SP:Iteration 2F (103103.020000 sec): 3 clusters
  Score: Raw -637994.296641 + Penalty 2785.180333 = -635209.116307
  nChanged 300
		SP:Iteration 3F (103103.190000 sec): 3 clusters
  Score: Raw -638133.239220 + Penalty 2785.180333 = -635348.058886
  nChanged 222
		SP:Iteration 4Q (103103.410000 sec): 3 clusters
  Score: Raw -638224.443717 + Penalty 2785.180333 = -635439.263383
  nChanged 177
		SP:Iteration 5Q (103103.590000 sec): 3 clusters
  Score: Raw -638310.384403 + Penalty 2785.180333 = -635525.204069
  nChanged 173
		SP:Iteration 6Q (103103.730000 sec): 3 clusters
  Score: Raw -638398.212931 + Penalty 2785.180333 = -635613.032598
  nChanged 191
		SP:Iteration 7Q (103103.910000 sec): 3 clusters
  Score: Raw -638511.935613 + Penalty 2785.180333 = -635726.755279
  nChanged 230
		SP:Iteration 8Q (103104.000000 sec): 3 clusters
  Score: Raw -638654.836720 + Penalty 2785.180333 = -635869.656386
  nChanged 259
		SP:Iteration 9Q (103104.110000 sec): 3 clusters
  Score: Raw -638850.093379 + Penalty 2785.180333 = -636064.913045
  nChanged 265
		SP:Iteration 10F (103104.200000 sec): 3 clusters
  Score: Raw -639069.583085 + Penalty 2785.180333 = -636284.402752
  nChanged 242
		SP:Iteration 11Q (103104.390000 sec): 3 clusters
  Score: Raw -639272.702277 + Penalty 2785.180333 = -636487.521944
  nChanged 192
		SP:Iteration 12Q (103104.610000 sec): 3 clusters
  Score: Raw -639408.602004 + Penalty 2785.180333 = -636623.421671
  nChanged 134
		SP:Iteration 13Q (103104.750000 sec): 3 clusters
  Score: Raw -639502.711959 + Penalty 2785.180333 = -636717.531626
  nChanged 108
		SP:Iteration 14Q (103104.930000 sec): 3 clusters
  Score: Raw -639573.621687 + Penalty 2785.180333 = -636788.441354
  nChanged 73
		SP:Iteration 15Q (103105.070000 sec): 3 clusters
  Score: Raw -639625.998388 + Penalty 2785.180333 = -636840.818055
  nChanged 60
		SP:Iteration 16Q (103105.170000 sec): 3 clusters
  Score: Raw -639659.751639 + Penalty 2785.180333 = -636874.571305
  nChanged 48
		SP:Iteration 17Q (103105.370000 sec): 3 clusters
  Score: Raw -639681.117517 + Penalty 2785.180333 = -636895.937184
  nChanged 36
		SP:Iteration 18Q (103105.590000 sec): 3 clusters
  Score: Raw -639697.004244 + Penalty 2785.180333 = -636911.823910
  nChanged 22
		SP:Iteration 19Q (103105.730000 sec): 3 clusters
  Score: Raw -639707.207391 + Penalty 2785.180333 = -636922.027058
  nChanged 15
		SP:Iteration 20F (103105.910000 sec): 3 clusters
  Score: Raw -639711.641764 + Penalty 2785.180333 = -636926.461431
  nChanged 9
		SP:Iteration 21Q (103106.080000 sec): 3 clusters
  Score: Raw -639715.111158 + Penalty 2785.180333 = -636929.930824
  nChanged 11
		SP:Iteration 22Q (103106.250000 sec): 3 clusters
  Score: Raw -639720.408344 + Penalty 2785.180333 = -636935.228011
  nChanged 12
		SP:Iteration 23Q (103106.430000 sec): 3 clusters
  Score: Raw -639725.509679 + Penalty 2785.180333 = -636940.329345
  nChanged 11
		SP:Iteration 24Q (103106.600000 sec): 3 clusters
  Score: Raw -639730.294807 + Penalty 2785.180333 = -636945.114473
  nChanged 9
		SP:Iteration 25Q (103106.770000 sec): 3 clusters
  Score: Raw -639733.117978 + Penalty 2785.180333 = -636947.937645
  nChanged 6
		SP:Iteration 26Q (103106.950000 sec): 3 clusters
  Score: Raw -639735.515474 + Penalty 2785.180333 = -636950.335141
  nChanged 7
		SP:Iteration 27Q (103107.120000 sec): 3 clusters
  Score: Raw -639738.155330 + Penalty 2785.180333 = -636952.974997
  nChanged 4
		SP:Iteration 28Q (103107.290000 sec): 3 clusters
  Score: Raw -639739.496188 + Penalty 2785.180333 = -636954.315855
  nChanged 3
		SP:Iteration 29Q (103107.470000 sec): 3 clusters
  Score: Raw -639740.069749 + Penalty 2785.180333 = -636954.889416
  nChanged 2
		SP:Iteration 30Q (103107.640000 sec): 3 clusters
  Score: Raw -639740.976572 + Penalty 2785.180333 = -636955.796238
  nChanged 2
		SP:Iteration 31Q (103107.810000 sec): 3 clusters
  Score: Raw -639741.638336 + Penalty 2785.180333 = -636956.458003
  nChanged 3
		SP:Iteration 32Q (103107.970000 sec): 3 clusters
  Score: Raw -639742.335547 + Penalty 2785.180333 = -636957.155213
  nChanged 2
		SP:Iteration 33Q (103108.070000 sec): 3 clusters
  Score: Raw -639743.061334 + Penalty 2785.180333 = -636957.881000
  nChanged 3
		SP:Iteration 34Q (103108.230000 sec): 3 clusters
  Score: Raw -639743.408349 + Penalty 2785.180333 = -636958.228015
  nChanged 3
		SP:Iteration 35Q (103108.410000 sec): 3 clusters
  Score: Raw -639744.047534 + Penalty 2785.180333 = -636958.867200
  nChanged 0
		SP:Iteration 36F (103108.590000 sec): 3 clusters
  Score: Raw -639744.047534 + Penalty 2785.180333 = -636958.867200
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 16 (347995 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (103110.430000 sec): 2 clusters
  Score: Raw -42691141.498730 + Penalty 2073.490801 = -42689068.007929
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (103113.150000 sec): 3 clusters
  Score: Raw -42457574.368366 + Penalty 4146.981602 = -42453427.386764
  nChanged 169862
		SP:Iteration 1F (103115.910000 sec): 3 clusters
  Score: Raw -42559385.897965 + Penalty 4146.981602 = -42555238.916363
  nChanged 9067
		SP:Iteration 2Q (103118.840000 sec): 3 clusters
  Score: Raw -42561257.379828 + Penalty 4146.981602 = -42557110.398226
  nChanged 11261
		SP:Iteration 3Q (103121.850000 sec): 3 clusters
  Score: Raw -42564371.712734 + Penalty 4146.981602 = -42560224.731132
  nChanged 15017
		SP:Iteration 4Q (103124.820000 sec): 3 clusters
  Score: Raw -42570277.864940 + Penalty 4146.981602 = -42566130.883337
  nChanged 21066
		SP:Iteration 5F (103127.600000 sec): 3 clusters
  Score: Raw -42582011.315315 + Penalty 4146.981602 = -42577864.333713
  nChanged 27690
		SP:Iteration 6F (103130.390000 sec): 3 clusters
  Score: Raw -42602500.497297 + Penalty 4146.981602 = -42598353.515695
  nChanged 31327
		SP:Iteration 7F (103133.190000 sec): 3 clusters
  Score: Raw -42630615.232171 + Penalty 4146.981602 = -42626468.250569
  nChanged 27811
		SP:Iteration 8F (103135.980000 sec): 3 clusters
  Score: Raw -42657726.471617 + Penalty 4146.981602 = -42653579.490015
  nChanged 18743
		SP:Iteration 9F (103138.790000 sec): 3 clusters
  Score: Raw -42676013.683741 + Penalty 4146.981602 = -42671866.702139
  nChanged 9614
		SP:Iteration 10Q (103141.490000 sec): 3 clusters
  Score: Raw -42685016.020883 + Penalty 4146.981602 = -42680869.039281
  nChanged 4278
		SP:Iteration 11Q (103144.060000 sec): 3 clusters
  Score: Raw -42688733.107747 + Penalty 4146.981602 = -42684586.126145
  nChanged 1851
		SP:Iteration 12Q (103146.520000 sec): 3 clusters
  Score: Raw -42690154.021717 + Penalty 4146.981602 = -42686007.040115
  nChanged 856
		SP:Iteration 13Q (103148.990000 sec): 3 clusters
  Score: Raw -42690769.774923 + Penalty 4146.981602 = -42686622.793321
  nChanged 461
		SP:Iteration 14Q (103151.480000 sec): 3 clusters
  Score: Raw -42691069.070057 + Penalty 4146.981602 = -42686922.088455
  nChanged 249
		SP:Iteration 15Q (103153.840000 sec): 3 clusters
  Score: Raw -42691229.418900 + Penalty 4146.981602 = -42687082.437298
  nChanged 154
		SP:Iteration 16Q (103156.230000 sec): 3 clusters
  Score: Raw -42691318.601694 + Penalty 4146.981602 = -42687171.620092
  nChanged 96
		SP:Iteration 17Q (103158.630000 sec): 3 clusters
  Score: Raw -42691383.005118 + Penalty 4146.981602 = -42687236.023516
  nChanged 82
		SP:Iteration 18Q (103161.050000 sec): 3 clusters
  Score: Raw -42691436.746152 + Penalty 4146.981602 = -42687289.764550
  nChanged 61
		SP:Iteration 19Q (103163.510000 sec): 3 clusters
  Score: Raw -42691470.817446 + Penalty 4146.981602 = -42687323.835844
  nChanged 40
		SP:Iteration 20F (103166.230000 sec): 3 clusters
  Score: Raw -42691495.023081 + Penalty 4146.981602 = -42687348.041479
  nChanged 36
		SP:Iteration 21Q (103168.750000 sec): 3 clusters
  Score: Raw -42691513.467545 + Penalty 4146.981602 = -42687366.485943
  nChanged 29
		SP:Iteration 22Q (103171.160000 sec): 3 clusters
  Score: Raw -42691529.147506 + Penalty 4146.981602 = -42687382.165904
  nChanged 23
		SP:Iteration 23Q (103173.630000 sec): 3 clusters
  Score: Raw -42691541.858842 + Penalty 4146.981602 = -42687394.877240
  nChanged 17
		SP:Iteration 24Q (103176.030000 sec): 3 clusters
  Score: Raw -42691548.489679 + Penalty 4146.981602 = -42687401.508077
  nChanged 7
		SP:Iteration 25Q (103178.500000 sec): 3 clusters
  Score: Raw -42691551.858141 + Penalty 4146.981602 = -42687404.876539
  nChanged 5
		SP:Iteration 26Q (103180.900000 sec): 3 clusters
  Score: Raw -42691554.930770 + Penalty 4146.981602 = -42687407.949168
  nChanged 9
		SP:Iteration 27Q (103183.430000 sec): 3 clusters
  Score: Raw -42691559.342483 + Penalty 4146.981602 = -42687412.360881
  nChanged 5
		SP:Iteration 28Q (103185.800000 sec): 3 clusters
  Score: Raw -42691561.615087 + Penalty 4146.981602 = -42687414.633485
  nChanged 4
		SP:Iteration 29Q (103188.200000 sec): 3 clusters
  Score: Raw -42691563.199902 + Penalty 4146.981602 = -42687416.218300
  nChanged 0
		SP:Iteration 30F (103190.920000 sec): 3 clusters
  Score: Raw -42691563.199902 + Penalty 4146.981602 = -42687416.218300
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 17 (23165 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (103191.210000 sec): 2 clusters
  Score: Raw -2883914.826225 + Penalty 1633.189642 = -2882281.636583
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (103191.550000 sec): 3 clusters
  Score: Raw -2869831.461279 + Penalty 3266.379284 = -2866565.081994
  nChanged 10508
		SP:Iteration 1F (103191.880000 sec): 3 clusters
  Score: Raw -2875495.615165 + Penalty 3266.379284 = -2872229.235881
  nChanged 1046
		SP:Iteration 2Q (103192.210000 sec): 3 clusters
  Score: Raw -2875839.385740 + Penalty 3266.379284 = -2872573.006455
  nChanged 979
		SP:Iteration 3Q (103192.540000 sec): 3 clusters
  Score: Raw -2876163.292498 + Penalty 3266.379284 = -2872896.913214
  nChanged 943
		SP:Iteration 4Q (103192.860000 sec): 3 clusters
  Score: Raw -2876467.410882 + Penalty 3266.379284 = -2873201.031598
  nChanged 920
		SP:Iteration 5Q (103193.190000 sec): 3 clusters
  Score: Raw -2876802.740225 + Penalty 3266.379284 = -2873536.360941
  nChanged 992
		SP:Iteration 6Q (103193.520000 sec): 3 clusters
  Score: Raw -2877262.105169 + Penalty 3266.379284 = -2873995.725885
  nChanged 1193
		SP:Iteration 7F (103193.850000 sec): 3 clusters
  Score: Raw -2877943.638456 + Penalty 3266.379284 = -2874677.259171
  nChanged 1387
		SP:Iteration 8F (103194.180000 sec): 3 clusters
  Score: Raw -2878894.609304 + Penalty 3266.379284 = -2875628.230020
  nChanged 1465
		SP:Iteration 9F (103194.510000 sec): 3 clusters
  Score: Raw -2880120.928646 + Penalty 3266.379284 = -2876854.549362
  nChanged 1461
		SP:Iteration 10F (103194.840000 sec): 3 clusters
  Score: Raw -2881643.634002 + Penalty 3266.379284 = -2878377.254718
  nChanged 1359
		SP:Iteration 11F (103195.170000 sec): 3 clusters
  Score: Raw -2883217.763082 + Penalty 3266.379284 = -2879951.383798
  nChanged 1102
		SP:Iteration 12Q (103195.500000 sec): 3 clusters
  Score: Raw -2884407.700208 + Penalty 3266.379284 = -2881141.320924
  nChanged 795
		SP:Iteration 13Q (103195.870000 sec): 3 clusters
  Score: Raw -2885161.386441 + Penalty 3266.379284 = -2881895.007157
  nChanged 588
		SP:Iteration 14Q (103196.200000 sec): 3 clusters
  Score: Raw -2885656.019819 + Penalty 3266.379284 = -2882389.640535
  nChanged 481
		SP:Iteration 15Q (103196.520000 sec): 3 clusters
  Score: Raw -2885977.881488 + Penalty 3266.379284 = -2882711.502204
  nChanged 377
		SP:Iteration 16Q (103196.770000 sec): 3 clusters
  Score: Raw -2886191.445718 + Penalty 3266.379284 = -2882925.066433
  nChanged 298
		SP:Iteration 17Q (103197.010000 sec): 3 clusters
  Score: Raw -2886324.077671 + Penalty 3266.379284 = -2883057.698386
  nChanged 218
		SP:Iteration 18Q (103197.250000 sec): 3 clusters
  Score: Raw -2886391.693918 + Penalty 3266.379284 = -2883125.314634
  nChanged 148
		SP:Iteration 19Q (103197.570000 sec): 3 clusters
  Score: Raw -2886425.544368 + Penalty 3266.379284 = -2883159.165084
  nChanged 92
		SP:Iteration 20F (103197.900000 sec): 3 clusters
  Score: Raw -2886439.619852 + Penalty 3266.379284 = -2883173.240568
  nChanged 51
		SP:Iteration 21Q (103198.240000 sec): 3 clusters
  Score: Raw -2886445.658728 + Penalty 3266.379284 = -2883179.279443
  nChanged 30
		SP:Iteration 22Q (103198.570000 sec): 3 clusters
  Score: Raw -2886448.182474 + Penalty 3266.379284 = -2883181.803190
  nChanged 24
		SP:Iteration 23Q (103198.900000 sec): 3 clusters
  Score: Raw -2886449.708679 + Penalty 3266.379284 = -2883183.329394
  nChanged 15
		SP:Iteration 24Q (103199.270000 sec): 3 clusters
  Score: Raw -2886450.569328 + Penalty 3266.379284 = -2883184.190044
  nChanged 14
		SP:Iteration 25Q (103199.570000 sec): 3 clusters
  Score: Raw -2886451.321962 + Penalty 3266.379284 = -2883184.942678
  nChanged 8
		SP:Iteration 26Q (103199.930000 sec): 3 clusters
  Score: Raw -2886451.891069 + Penalty 3266.379284 = -2883185.511785
  nChanged 6
		SP:Iteration 27Q (103200.230000 sec): 3 clusters
  Score: Raw -2886452.132762 + Penalty 3266.379284 = -2883185.753478
  nChanged 3
		SP:Iteration 28Q (103200.560000 sec): 3 clusters
  Score: Raw -2886452.323718 + Penalty 3266.379284 = -2883185.944434
  nChanged 2
		SP:Iteration 29Q (103200.850000 sec): 3 clusters
  Score: Raw -2886452.427944 + Penalty 3266.379284 = -2883186.048660
  nChanged 3
		SP:Iteration 30Q (103201.130000 sec): 3 clusters
  Score: Raw -2886452.710788 + Penalty 3266.379284 = -2883186.331504
  nChanged 7
		SP:Iteration 31Q (103201.490000 sec): 3 clusters
  Score: Raw -2886453.090080 + Penalty 3266.379284 = -2883186.710796
  nChanged 3
		SP:Iteration 32Q (103201.820000 sec): 3 clusters
  Score: Raw -2886453.283939 + Penalty 3266.379284 = -2883186.904655
  nChanged 1
		SP:Iteration 33Q (103202.150000 sec): 3 clusters
  Score: Raw -2886453.289573 + Penalty 3266.379284 = -2883186.910288
  nChanged 0
		SP:Iteration 34F (103202.480000 sec): 3 clusters
  Score: Raw -2886453.289573 + Penalty 3266.379284 = -2883186.910288
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 76.
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 18 (5397 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (103202.560000 sec): 2 clusters
  Score: Raw -651702.311040 + Penalty 1396.459760 = -650305.851280
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (103202.780000 sec): 3 clusters
  Score: Raw -648857.913767 + Penalty 2792.919520 = -646064.994247
  nChanged 2229
		SP:Iteration 1F (103202.950000 sec): 3 clusters
  Score: Raw -650079.736886 + Penalty 2792.919520 = -647286.817366
  nChanged 389
		SP:Iteration 2F (103203.120000 sec): 3 clusters
  Score: Raw -650284.897543 + Penalty 2792.919520 = -647491.978024
  nChanged 308
		SP:Iteration 3F (103203.310000 sec): 3 clusters
  Score: Raw -650469.714842 + Penalty 2792.919520 = -647676.795322
  nChanged 300
		SP:Iteration 4F (103203.410000 sec): 3 clusters
  Score: Raw -650687.198208 + Penalty 2792.919520 = -647894.278689
  nChanged 320
		SP:Iteration 5F (103203.510000 sec): 3 clusters
  Score: Raw -650930.575282 + Penalty 2792.919520 = -648137.655762
  nChanged 313
		SP:Iteration 6F (103203.670000 sec): 3 clusters
  Score: Raw -651203.300946 + Penalty 2792.919520 = -648410.381426
  nChanged 321
		SP:Iteration 7F (103203.760000 sec): 3 clusters
  Score: Raw -651487.886851 + Penalty 2792.919520 = -648694.967331
  nChanged 305
		SP:Iteration 8F (103203.950000 sec): 3 clusters
  Score: Raw -651725.400995 + Penalty 2792.919520 = -648932.481475
  nChanged 241
		SP:Iteration 9Q (103204.130000 sec): 3 clusters
  Score: Raw -651859.064485 + Penalty 2792.919520 = -649066.144965
  nChanged 143
		SP:Iteration 10Q (103204.320000 sec): 3 clusters
  Score: Raw -651928.651091 + Penalty 2792.919520 = -649135.731571
  nChanged 101
		SP:Iteration 11Q (103204.420000 sec): 3 clusters
  Score: Raw -651974.548911 + Penalty 2792.919520 = -649181.629392
  nChanged 78
		SP:Iteration 12Q (103204.610000 sec): 3 clusters
  Score: Raw -652003.714291 + Penalty 2792.919520 = -649210.794771
  nChanged 55
		SP:Iteration 13Q (103204.780000 sec): 3 clusters
  Score: Raw -652022.786748 + Penalty 2792.919520 = -649229.867228
  nChanged 51
		SP:Iteration 14Q (103204.950000 sec): 3 clusters
  Score: Raw -652038.182782 + Penalty 2792.919520 = -649245.263262
  nChanged 30
		SP:Iteration 15Q (103205.120000 sec): 3 clusters
  Score: Raw -652046.431491 + Penalty 2792.919520 = -649253.511971
  nChanged 29
		SP:Iteration 16Q (103205.320000 sec): 3 clusters
  Score: Raw -652054.488204 + Penalty 2792.919520 = -649261.568684
  nChanged 18
		SP:Iteration 17Q (103205.510000 sec): 3 clusters
  Score: Raw -652058.980604 + Penalty 2792.919520 = -649266.061084
  nChanged 13
		SP:Iteration 18Q (103205.690000 sec): 3 clusters
  Score: Raw -652062.016879 + Penalty 2792.919520 = -649269.097359
  nChanged 11
		SP:Iteration 19Q (103205.860000 sec): 3 clusters
  Score: Raw -652065.139942 + Penalty 2792.919520 = -649272.220422
  nChanged 10
		SP:Iteration 20F (103206.030000 sec): 3 clusters
  Score: Raw -652067.755229 + Penalty 2792.919520 = -649274.835710
  nChanged 9
		SP:Iteration 21Q (103206.200000 sec): 3 clusters
  Score: Raw -652069.367351 + Penalty 2792.919520 = -649276.447832
  nChanged 3
		SP:Iteration 22Q (103206.380000 sec): 3 clusters
  Score: Raw -652070.602968 + Penalty 2792.919520 = -649277.683448
  nChanged 6
		SP:Iteration 23Q (103206.590000 sec): 3 clusters
  Score: Raw -652071.853080 + Penalty 2792.919520 = -649278.933560
  nChanged 2
		SP:Iteration 24Q (103206.750000 sec): 3 clusters
  Score: Raw -652072.216849 + Penalty 2792.919520 = -649279.297329
  nChanged 0
		SP:Iteration 25F (103206.930000 sec): 3 clusters
  Score: Raw -652072.216849 + Penalty 2792.919520 = -649279.297329
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 19 (1105 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (103207.010000 sec): 2 clusters
  Score: Raw -131501.037769 + Penalty 1138.735100 = -130362.302669
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (103207.190000 sec): 3 clusters
  Score: Raw -131134.561484 + Penalty 2277.470200 = -128857.091285
  nChanged 333
		SP:Iteration 1F (103207.360000 sec): 3 clusters
  Score: Raw -131405.749691 + Penalty 2277.470200 = -129128.279492
  nChanged 83
		SP:Iteration 2F (103207.540000 sec): 3 clusters
  Score: Raw -131487.530334 + Penalty 2277.470200 = -129210.060134
  nChanged 50
		SP:Iteration 3Q (103207.710000 sec): 3 clusters
  Score: Raw -131539.965986 + Penalty 2277.470200 = -129262.495786
  nChanged 34
		SP:Iteration 4Q (103207.890000 sec): 3 clusters
  Score: Raw -131576.943934 + Penalty 2277.470200 = -129299.473735
  nChanged 36
		SP:Iteration 5Q (103208.070000 sec): 3 clusters
  Score: Raw -131617.246230 + Penalty 2277.470200 = -129339.776031
  nChanged 21
		SP:Iteration 6Q (103208.240000 sec): 3 clusters
  Score: Raw -131637.994265 + Penalty 2277.470200 = -129360.524065
  nChanged 23
		SP:Iteration 7Q (103208.420000 sec): 3 clusters
  Score: Raw -131666.500573 + Penalty 2277.470200 = -129389.030374
  nChanged 25
		SP:Iteration 8Q (103208.600000 sec): 3 clusters
  Score: Raw -131705.204214 + Penalty 2277.470200 = -129427.734014
  nChanged 37
		SP:Iteration 9Q (103208.770000 sec): 3 clusters
  Score: Raw -131747.724106 + Penalty 2277.470200 = -129470.253907
  nChanged 25
		SP:Iteration 10Q (103208.930000 sec): 3 clusters
  Score: Raw -131768.818771 + Penalty 2277.470200 = -129491.348572
  nChanged 18
		SP:Iteration 11Q (103209.100000 sec): 3 clusters
  Score: Raw -131783.757947 + Penalty 2277.470200 = -129506.287748
  nChanged 17
		SP:Iteration 12Q (103209.260000 sec): 3 clusters
  Score: Raw -131796.005474 + Penalty 2277.470200 = -129518.535274
  nChanged 12
		SP:Iteration 13Q (103209.420000 sec): 3 clusters
  Score: Raw -131805.674119 + Penalty 2277.470200 = -129528.203919
  nChanged 8
		SP:Iteration 14Q (103209.590000 sec): 3 clusters
  Score: Raw -131814.049525 + Penalty 2277.470200 = -129536.579325
  nChanged 9
		SP:Iteration 15Q (103209.750000 sec): 3 clusters
  Score: Raw -131822.720436 + Penalty 2277.470200 = -129545.250237
  nChanged 7
		SP:Iteration 16Q (103209.920000 sec): 3 clusters
  Score: Raw -131826.751777 + Penalty 2277.470200 = -129549.281578
  nChanged 3
		SP:Iteration 17Q (103210.080000 sec): 3 clusters
  Score: Raw -131828.523067 + Penalty 2277.470200 = -129551.052868
  nChanged 1
		SP:Iteration 18Q (103210.240000 sec): 3 clusters
  Score: Raw -131833.209611 + Penalty 2277.470200 = -129555.739412
  nChanged 2
		SP:Iteration 19Q (103210.400000 sec): 3 clusters
  Score: Raw -131833.988404 + Penalty 2277.470200 = -129556.518204
  nChanged 1
		SP:Iteration 20F (103210.600000 sec): 3 clusters
  Score: Raw -131835.136215 + Penalty 2277.470200 = -129557.666016
  nChanged 1
		SP:Iteration 21Q (103210.740000 sec): 3 clusters
  Score: Raw -131836.077945 + Penalty 2277.470200 = -129558.607745
  nChanged 2
		SP:Iteration 22Q (103210.920000 sec): 3 clusters
  Score: Raw -131837.189252 + Penalty 2277.470200 = -129559.719052
  nChanged 1
		SP:Iteration 23Q (103211.090000 sec): 3 clusters
  Score: Raw -131837.751257 + Penalty 2277.470200 = -129560.281058
  nChanged 0
		SP:Iteration 24F (103211.270000 sec): 3 clusters
  Score: Raw -131837.751257 + Penalty 2277.470200 = -129560.281058
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 20 (31269 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (103211.520000 sec): 2 clusters
  Score: Raw -3692273.964075 + Penalty 1681.937151 = -3690592.026924
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (103211.960000 sec): 3 clusters
  Score: Raw -3672902.219966 + Penalty 3363.874303 = -3669538.345663
  nChanged 14535
		SP:Iteration 1F (103212.360000 sec): 3 clusters
  Score: Raw -3680726.360845 + Penalty 3363.874303 = -3677362.486542
  nChanged 1291
		SP:Iteration 2Q (103212.800000 sec): 3 clusters
  Score: Raw -3681105.441015 + Penalty 3363.874303 = -3677741.566712
  nChanged 1207
		SP:Iteration 3Q (103213.240000 sec): 3 clusters
  Score: Raw -3681473.037146 + Penalty 3363.874303 = -3678109.162843
  nChanged 1239
		SP:Iteration 4Q (103213.680000 sec): 3 clusters
  Score: Raw -3681855.285634 + Penalty 3363.874303 = -3678491.411331
  nChanged 1235
		SP:Iteration 5Q (103214.130000 sec): 3 clusters
  Score: Raw -3682290.203877 + Penalty 3363.874303 = -3678926.329574
  nChanged 1285
		SP:Iteration 6Q (103214.570000 sec): 3 clusters
  Score: Raw -3682793.452156 + Penalty 3363.874303 = -3679429.577853
  nChanged 1469
		SP:Iteration 7Q (103215.020000 sec): 3 clusters
  Score: Raw -3683512.068238 + Penalty 3363.874303 = -3680148.193935
  nChanged 1682
		SP:Iteration 8F (103215.460000 sec): 3 clusters
  Score: Raw -3684541.396638 + Penalty 3363.874303 = -3681177.522335
  nChanged 1925
		SP:Iteration 9F (103215.860000 sec): 3 clusters
  Score: Raw -3685938.581055 + Penalty 3363.874303 = -3682574.706752
  nChanged 1860
		SP:Iteration 10F (103216.180000 sec): 3 clusters
  Score: Raw -3687404.649473 + Penalty 3363.874303 = -3684040.775170
  nChanged 1557
		SP:Iteration 11Q (103216.500000 sec): 3 clusters
  Score: Raw -3688646.848152 + Penalty 3363.874303 = -3685282.973849
  nChanged 1208
		SP:Iteration 12Q (103216.900000 sec): 3 clusters
  Score: Raw -3689579.521471 + Penalty 3363.874303 = -3686215.647168
  nChanged 950
		SP:Iteration 13Q (103217.290000 sec): 3 clusters
  Score: Raw -3690292.339785 + Penalty 3363.874303 = -3686928.465482
  nChanged 770
		SP:Iteration 14Q (103217.700000 sec): 3 clusters
  Score: Raw -3690860.897570 + Penalty 3363.874303 = -3687497.023267
  nChanged 598
		SP:Iteration 15Q (103218.090000 sec): 3 clusters
  Score: Raw -3691304.511980 + Penalty 3363.874303 = -3687940.637677
  nChanged 473
		SP:Iteration 16Q (103218.500000 sec): 3 clusters
  Score: Raw -3691679.191119 + Penalty 3363.874303 = -3688315.316816
  nChanged 400
		SP:Iteration 17Q (103218.900000 sec): 3 clusters
  Score: Raw -3692028.954119 + Penalty 3363.874303 = -3688665.079817
  nChanged 254
		SP:Iteration 18Q (103219.300000 sec): 3 clusters
  Score: Raw -3692245.813245 + Penalty 3363.874303 = -3688881.938942
  nChanged 140
		SP:Iteration 19Q (103219.700000 sec): 3 clusters
  Score: Raw -3692368.107308 + Penalty 3363.874303 = -3689004.233006
  nChanged 76
		SP:Iteration 20F (103220.110000 sec): 3 clusters
  Score: Raw -3692438.682420 + Penalty 3363.874303 = -3689074.808117
  nChanged 39
		SP:Iteration 21Q (103220.510000 sec): 3 clusters
  Score: Raw -3692473.170643 + Penalty 3363.874303 = -3689109.296340
  nChanged 29
		SP:Iteration 22Q (103220.920000 sec): 3 clusters
  Score: Raw -3692499.472034 + Penalty 3363.874303 = -3689135.597731
  nChanged 22
		SP:Iteration 23Q (103221.310000 sec): 3 clusters
  Score: Raw -3692519.624186 + Penalty 3363.874303 = -3689155.749883
  nChanged 10
		SP:Iteration 24Q (103221.660000 sec): 3 clusters
  Score: Raw -3692526.329181 + Penalty 3363.874303 = -3689162.454878
  nChanged 3
		SP:Iteration 25Q (103222.060000 sec): 3 clusters
  Score: Raw -3692529.442276 + Penalty 3363.874303 = -3689165.567973
  nChanged 3
		SP:Iteration 26Q (103222.420000 sec): 3 clusters
  Score: Raw -3692531.384480 + Penalty 3363.874303 = -3689167.510177
  nChanged 1
		SP:Iteration 27Q (103222.820000 sec): 3 clusters
  Score: Raw -3692531.812786 + Penalty 3363.874303 = -3689167.938483
  nChanged 0
		SP:Iteration 28F (103223.220000 sec): 3 clusters
  Score: Raw -3692531.812786 + Penalty 3363.874303 = -3689167.938483
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 21 (9314 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (103223.310000 sec): 2 clusters
  Score: Raw -1139691.074316 + Penalty 1485.132013 = -1138205.942304
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (103223.520000 sec): 3 clusters
  Score: Raw -1134413.441376 + Penalty 2970.264025 = -1131443.177350
  nChanged 4066
		SP:Iteration 1F (103223.750000 sec): 3 clusters
  Score: Raw -1136674.776289 + Penalty 2970.264025 = -1133704.512264
  nChanged 595
		SP:Iteration 2F (103223.930000 sec): 3 clusters
  Score: Raw -1136960.937144 + Penalty 2970.264025 = -1133990.673119
  nChanged 498
		SP:Iteration 3F (103224.120000 sec): 3 clusters
  Score: Raw -1137186.742852 + Penalty 2970.264025 = -1134216.478827
  nChanged 432
		SP:Iteration 4Q (103224.260000 sec): 3 clusters
  Score: Raw -1137374.171928 + Penalty 2970.264025 = -1134403.907903
  nChanged 395
		SP:Iteration 5Q (103224.400000 sec): 3 clusters
  Score: Raw -1137554.503580 + Penalty 2970.264025 = -1134584.239555
  nChanged 375
		SP:Iteration 6Q (103224.660000 sec): 3 clusters
  Score: Raw -1137712.234871 + Penalty 2970.264025 = -1134741.970846
  nChanged 343
		SP:Iteration 7Q (103224.840000 sec): 3 clusters
  Score: Raw -1137850.830684 + Penalty 2970.264025 = -1134880.566659
  nChanged 323
		SP:Iteration 8Q (103225.030000 sec): 3 clusters
  Score: Raw -1137983.951507 + Penalty 2970.264025 = -1135013.687482
  nChanged 320
		SP:Iteration 9Q (103225.260000 sec): 3 clusters
  Score: Raw -1138124.279928 + Penalty 2970.264025 = -1135154.015903
  nChanged 317
		SP:Iteration 10Q (103225.450000 sec): 3 clusters
  Score: Raw -1138265.042574 + Penalty 2970.264025 = -1135294.778548
  nChanged 307
		SP:Iteration 11Q (103225.630000 sec): 3 clusters
  Score: Raw -1138415.643377 + Penalty 2970.264025 = -1135445.379352
  nChanged 326
		SP:Iteration 12Q (103225.820000 sec): 3 clusters
  Score: Raw -1138594.924449 + Penalty 2970.264025 = -1135624.660424
  nChanged 312
		SP:Iteration 13Q (103225.970000 sec): 3 clusters
  Score: Raw -1138772.803651 + Penalty 2970.264025 = -1135802.539626
  nChanged 297
		SP:Iteration 14Q (103226.100000 sec): 3 clusters
  Score: Raw -1138944.363465 + Penalty 2970.264025 = -1135974.099440
  nChanged 292
		SP:Iteration 15Q (103226.250000 sec): 3 clusters
  Score: Raw -1139115.410607 + Penalty 2970.264025 = -1136145.146582
  nChanged 253
		SP:Iteration 16Q (103226.400000 sec): 3 clusters
  Score: Raw -1139262.103549 + Penalty 2970.264025 = -1136291.839524
  nChanged 197
		SP:Iteration 17Q (103226.600000 sec): 3 clusters
  Score: Raw -1139380.782945 + Penalty 2970.264025 = -1136410.518920
  nChanged 177
		SP:Iteration 18Q (103226.820000 sec): 3 clusters
  Score: Raw -1139495.794832 + Penalty 2970.264025 = -1136525.530807
  nChanged 138
		SP:Iteration 19Q (103227.010000 sec): 3 clusters
  Score: Raw -1139586.559589 + Penalty 2970.264025 = -1136616.295564
  nChanged 120
		SP:Iteration 20F (103227.200000 sec): 3 clusters
  Score: Raw -1139669.143809 + Penalty 2970.264025 = -1136698.879783
  nChanged 120
		SP:Iteration 21Q (103227.390000 sec): 3 clusters
  Score: Raw -1139758.802648 + Penalty 2970.264025 = -1136788.538623
  nChanged 87
		SP:Iteration 22Q (103227.580000 sec): 3 clusters
  Score: Raw -1139822.824538 + Penalty 2970.264025 = -1136852.560513
  nChanged 60
		SP:Iteration 23Q (103227.770000 sec): 3 clusters
  Score: Raw -1139863.697598 + Penalty 2970.264025 = -1136893.433573
  nChanged 43
		SP:Iteration 24Q (103227.960000 sec): 3 clusters
  Score: Raw -1139891.057070 + Penalty 2970.264025 = -1136920.793045
  nChanged 25
		SP:Iteration 25Q (103228.200000 sec): 3 clusters
  Score: Raw -1139905.019616 + Penalty 2970.264025 = -1136934.755591
  nChanged 18
		SP:Iteration 26Q (103228.390000 sec): 3 clusters
  Score: Raw -1139915.560383 + Penalty 2970.264025 = -1136945.296358
  nChanged 16
		SP:Iteration 27Q (103228.580000 sec): 3 clusters
  Score: Raw -1139925.080525 + Penalty 2970.264025 = -1136954.816500
  nChanged 11
		SP:Iteration 28Q (103228.770000 sec): 3 clusters
  Score: Raw -1139932.730354 + Penalty 2970.264025 = -1136962.466329
  nChanged 10
		SP:Iteration 29Q (103228.960000 sec): 3 clusters
  Score: Raw -1139937.195185 + Penalty 2970.264025 = -1136966.931160
  nChanged 7
		SP:Iteration 30Q (103229.150000 sec): 3 clusters
  Score: Raw -1139939.635008 + Penalty 2970.264025 = -1136969.370983
  nChanged 3
		SP:Iteration 31Q (103229.340000 sec): 3 clusters
  Score: Raw -1139941.418861 + Penalty 2970.264025 = -1136971.154836
  nChanged 7
		SP:Iteration 32Q (103229.530000 sec): 3 clusters
  Score: Raw -1139944.019111 + Penalty 2970.264025 = -1136973.755086
  nChanged 3
		SP:Iteration 33Q (103229.720000 sec): 3 clusters
  Score: Raw -1139944.737178 + Penalty 2970.264025 = -1136974.473153
  nChanged 0
		SP:Iteration 34F (103229.910000 sec): 3 clusters
  Score: Raw -1139944.737178 + Penalty 2970.264025 = -1136974.473153
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 22 (233 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (103230.030000 sec): 2 clusters
  Score: Raw -12311.378622 + Penalty 885.793749 = -11425.584873
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (103230.200000 sec): 3 clusters
  Score: Raw -12461.745146 + Penalty 1771.587497 = -10690.157648
  nChanged 40
		SP:Iteration 1F (103230.380000 sec): 3 clusters
  Score: Raw -12585.156941 + Penalty 1771.587497 = -10813.569444
  nChanged 6
		SP:Iteration 2Q (103230.560000 sec): 3 clusters
  Score: Raw -12603.775774 + Penalty 1771.587497 = -10832.188277
  nChanged 4
		SP:Iteration 3Q (103230.730000 sec): 3 clusters
  Score: Raw -12609.262346 + Penalty 1771.587497 = -10837.674849
  nChanged 2
		SP:Iteration 4Q (103230.910000 sec): 3 clusters
  Score: Raw -12612.969349 + Penalty 1771.587497 = -10841.381852
  nChanged 1
		SP:Iteration 5Q (103231.080000 sec): 3 clusters
  Score: Raw -12615.914386 + Penalty 1771.587497 = -10844.326889
  nChanged 1
		SP:Iteration 6Q (103231.260000 sec): 3 clusters
  Score: Raw -12617.528794 + Penalty 1771.587497 = -10845.941297
  nChanged 1
		SP:Iteration 7Q (103231.440000 sec): 3 clusters
  Score: Raw -12618.668207 + Penalty 1771.587497 = -10847.080710
  nChanged 1
		SP:Iteration 8Q (103231.610000 sec): 3 clusters
  Score: Raw -12622.522290 + Penalty 1771.587497 = -10850.934793
  nChanged 3
		SP:Iteration 9Q (103231.790000 sec): 3 clusters
  Score: Raw -12635.364327 + Penalty 1771.587497 = -10863.776830
  nChanged 4
		SP:Iteration 10Q (103231.960000 sec): 3 clusters
  Score: Raw -12647.730543 + Penalty 1771.587497 = -10876.143045
  nChanged 3
		SP:Iteration 11Q (103232.140000 sec): 3 clusters
  Score: Raw -12663.423751 + Penalty 1771.587497 = -10891.836254
  nChanged 0
		SP:Iteration 12F (103232.320000 sec): 3 clusters
  Score: Raw -12663.423751 + Penalty 1771.587497 = -10891.836254
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 23 (502 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (103232.380000 sec): 2 clusters
  Score: Raw -54728.763224 + Penalty 1010.522519 = -53718.240704
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (103232.560000 sec): 3 clusters
  Score: Raw -54662.709587 + Penalty 2021.045039 = -52641.664548
  nChanged 118
		SP:Iteration 1F (103232.730000 sec): 3 clusters
  Score: Raw -54860.647907 + Penalty 2021.045039 = -52839.602869
  nChanged 39
		SP:Iteration 2F (103232.910000 sec): 3 clusters
  Score: Raw -54937.408052 + Penalty 2021.045039 = -52916.363013
  nChanged 20
		SP:Iteration 3Q (103233.080000 sec): 3 clusters
  Score: Raw -54984.305151 + Penalty 2021.045039 = -52963.260112
  nChanged 17
		SP:Iteration 4Q (103233.260000 sec): 3 clusters
  Score: Raw -55014.219993 + Penalty 2021.045039 = -52993.174954
  nChanged 12
		SP:Iteration 5Q (103233.440000 sec): 3 clusters
  Score: Raw -55041.438786 + Penalty 2021.045039 = -53020.393748
  nChanged 8
		SP:Iteration 6Q (103233.610000 sec): 3 clusters
  Score: Raw -55055.732337 + Penalty 2021.045039 = -53034.687298
  nChanged 5
		SP:Iteration 7Q (103233.740000 sec): 3 clusters
  Score: Raw -55060.068449 + Penalty 2021.045039 = -53039.023410
  nChanged 1
		SP:Iteration 8Q (103233.920000 sec): 3 clusters
  Score: Raw -55062.155622 + Penalty 2021.045039 = -53041.110583
  nChanged 0
		SP:Iteration 9F (103234.090000 sec): 3 clusters
  Score: Raw -55062.155622 + Penalty 2021.045039 = -53041.110583
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 24 (550 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (103234.180000 sec): 2 clusters
  Score: Raw -64071.566500 + Penalty 1025.361720 = -63046.204780
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (103234.360000 sec): 3 clusters
  Score: Raw -64030.522513 + Penalty 2050.723440 = -61979.799073
  nChanged 131
		SP:Iteration 1F (103234.530000 sec): 3 clusters
  Score: Raw -64222.244620 + Penalty 2050.723440 = -62171.521179
  nChanged 31
		SP:Iteration 2F (103234.710000 sec): 3 clusters
  Score: Raw -64259.180587 + Penalty 2050.723440 = -62208.457147
  nChanged 18
		SP:Iteration 3Q (103234.880000 sec): 3 clusters
  Score: Raw -64279.680709 + Penalty 2050.723440 = -62228.957269
  nChanged 12
		SP:Iteration 4Q (103235.060000 sec): 3 clusters
  Score: Raw -64311.876581 + Penalty 2050.723440 = -62261.153141
  nChanged 19
		SP:Iteration 5Q (103235.240000 sec): 3 clusters
  Score: Raw -64350.739778 + Penalty 2050.723440 = -62300.016338
  nChanged 21
		SP:Iteration 6Q (103235.410000 sec): 3 clusters
  Score: Raw -64394.724771 + Penalty 2050.723440 = -62344.001331
  nChanged 19
		SP:Iteration 7Q (103235.590000 sec): 3 clusters
  Score: Raw -64447.425257 + Penalty 2050.723440 = -62396.701816
  nChanged 23
		SP:Iteration 8Q (103235.760000 sec): 3 clusters
  Score: Raw -64481.588896 + Penalty 2050.723440 = -62430.865456
  nChanged 14
		SP:Iteration 9Q (103235.940000 sec): 3 clusters
  Score: Raw -64497.722960 + Penalty 2050.723440 = -62446.999519
  nChanged 13
		SP:Iteration 10Q (103236.120000 sec): 3 clusters
  Score: Raw -64529.888136 + Penalty 2050.723440 = -62479.164696
  nChanged 14
		SP:Iteration 11Q (103236.290000 sec): 3 clusters
  Score: Raw -64553.537426 + Penalty 2050.723440 = -62502.813986
  nChanged 6
		SP:Iteration 12Q (103236.470000 sec): 3 clusters
  Score: Raw -64562.406992 + Penalty 2050.723440 = -62511.683552
  nChanged 4
		SP:Iteration 13Q (103236.640000 sec): 3 clusters
  Score: Raw -64567.699372 + Penalty 2050.723440 = -62516.975931
  nChanged 3
		SP:Iteration 14Q (103236.820000 sec): 3 clusters
  Score: Raw -64570.895411 + Penalty 2050.723440 = -62520.171971
  nChanged 1
		SP:Iteration 15Q (103237.000000 sec): 3 clusters
  Score: Raw -64572.789194 + Penalty 2050.723440 = -62522.065753
  nChanged 2
		SP:Iteration 16Q (103237.170000 sec): 3 clusters
  Score: Raw -64575.695604 + Penalty 2050.723440 = -62524.972164
  nChanged 1
		SP:Iteration 17Q (103237.350000 sec): 3 clusters
  Score: Raw -64576.473532 + Penalty 2050.723440 = -62525.750091
  nChanged 0
		SP:Iteration 18F (103237.520000 sec): 3 clusters
  Score: Raw -64578.504509 + Penalty 2050.723440 = -62527.781069
  nChanged 2
		SP:Iteration 19Q (103237.700000 sec): 3 clusters
  Score: Raw -64596.052210 + Penalty 2050.723440 = -62545.328770
  nChanged 2
		SP:Iteration 20F (103237.880000 sec): 3 clusters
  Score: Raw -64599.429059 + Penalty 2050.723440 = -62548.705619
  nChanged 2
		SP:Iteration 21Q (103238.050000 sec): 3 clusters
  Score: Raw -64600.506589 + Penalty 2050.723440 = -62549.783149
  nChanged 0
		SP:Iteration 22F (103238.230000 sec): 3 clusters
  Score: Raw -64600.506589 + Penalty 2050.723440 = -62549.783149
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 25 (5092 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (103238.350000 sec): 2 clusters
  Score: Raw -628204.412088 + Penalty 1387.006718 = -626817.405370
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (103238.520000 sec): 3 clusters
  Score: Raw -625512.767795 + Penalty 2774.013437 = -622738.754358
  nChanged 2093
		SP:Iteration 1F (103238.700000 sec): 3 clusters
  Score: Raw -626719.925697 + Penalty 2774.013437 = -623945.912260
  nChanged 430
		SP:Iteration 2F (103238.870000 sec): 3 clusters
  Score: Raw -627009.915421 + Penalty 2774.013437 = -624235.901985
  nChanged 327
		SP:Iteration 3F (103239.050000 sec): 3 clusters
  Score: Raw -627189.304675 + Penalty 2774.013437 = -624415.291238
  nChanged 250
		SP:Iteration 4Q (103239.200000 sec): 3 clusters
  Score: Raw -627343.107784 + Penalty 2774.013437 = -624569.094348
  nChanged 221
		SP:Iteration 5Q (103239.300000 sec): 3 clusters
  Score: Raw -627481.313481 + Penalty 2774.013437 = -624707.300044
  nChanged 188
		SP:Iteration 6Q (103239.390000 sec): 3 clusters
  Score: Raw -627587.312532 + Penalty 2774.013437 = -624813.299095
  nChanged 174
		SP:Iteration 7Q (103239.480000 sec): 3 clusters
  Score: Raw -627680.960450 + Penalty 2774.013437 = -624906.947014
  nChanged 149
		SP:Iteration 8Q (103239.580000 sec): 3 clusters
  Score: Raw -627772.822709 + Penalty 2774.013437 = -624998.809272
  nChanged 131
		SP:Iteration 9Q (103239.670000 sec): 3 clusters
  Score: Raw -627849.725686 + Penalty 2774.013437 = -625075.712249
  nChanged 123
		SP:Iteration 10Q (103239.760000 sec): 3 clusters
  Score: Raw -627940.240795 + Penalty 2774.013437 = -625166.227358
  nChanged 124
		SP:Iteration 11Q (103239.860000 sec): 3 clusters
  Score: Raw -628037.805535 + Penalty 2774.013437 = -625263.792098
  nChanged 107
		SP:Iteration 12Q (103239.950000 sec): 3 clusters
  Score: Raw -628124.992277 + Penalty 2774.013437 = -625350.978840
  nChanged 104
		SP:Iteration 13Q (103240.040000 sec): 3 clusters
  Score: Raw -628216.303779 + Penalty 2774.013437 = -625442.290342
  nChanged 100
		SP:Iteration 14Q (103240.130000 sec): 3 clusters
  Score: Raw -628309.835429 + Penalty 2774.013437 = -625535.821992
  nChanged 87
		SP:Iteration 15Q (103240.230000 sec): 3 clusters
  Score: Raw -628387.116601 + Penalty 2774.013437 = -625613.103164
  nChanged 70
		SP:Iteration 16Q (103240.320000 sec): 3 clusters
  Score: Raw -628449.733268 + Penalty 2774.013437 = -625675.719832
  nChanged 51
		SP:Iteration 17Q (103240.410000 sec): 3 clusters
  Score: Raw -628484.462613 + Penalty 2774.013437 = -625710.449176
  nChanged 35
		SP:Iteration 18Q (103240.510000 sec): 3 clusters
  Score: Raw -628501.606741 + Penalty 2774.013437 = -625727.593304
  nChanged 18
		SP:Iteration 19Q (103240.600000 sec): 3 clusters
  Score: Raw -628511.983488 + Penalty 2774.013437 = -625737.970051
  nChanged 21
		SP:Iteration 20F (103240.690000 sec): 3 clusters
  Score: Raw -628522.517088 + Penalty 2774.013437 = -625748.503652
  nChanged 12
		SP:Iteration 21Q (103240.790000 sec): 3 clusters
  Score: Raw -628529.091647 + Penalty 2774.013437 = -625755.078210
  nChanged 7
		SP:Iteration 22Q (103240.880000 sec): 3 clusters
  Score: Raw -628531.394162 + Penalty 2774.013437 = -625757.380725
  nChanged 9
		SP:Iteration 23Q (103240.970000 sec): 3 clusters
  Score: Raw -628536.026816 + Penalty 2774.013437 = -625762.013379
  nChanged 8
		SP:Iteration 24Q (103241.060000 sec): 3 clusters
  Score: Raw -628538.339257 + Penalty 2774.013437 = -625764.325820
  nChanged 7
		SP:Iteration 25Q (103241.150000 sec): 3 clusters
  Score: Raw -628540.845917 + Penalty 2774.013437 = -625766.832480
  nChanged 5
		SP:Iteration 26Q (103241.250000 sec): 3 clusters
  Score: Raw -628542.421919 + Penalty 2774.013437 = -625768.408482
  nChanged 6
		SP:Iteration 27Q (103241.440000 sec): 3 clusters
  Score: Raw -628546.763788 + Penalty 2774.013437 = -625772.750351
  nChanged 11
		SP:Iteration 28Q (103241.610000 sec): 3 clusters
  Score: Raw -628552.015361 + Penalty 2774.013437 = -625778.001924
  nChanged 13
		SP:Iteration 29Q (103241.790000 sec): 3 clusters
  Score: Raw -628557.512893 + Penalty 2774.013437 = -625783.499457
  nChanged 7
		SP:Iteration 30Q (103241.960000 sec): 3 clusters
  Score: Raw -628560.489418 + Penalty 2774.013437 = -625786.475981
  nChanged 6
		SP:Iteration 31Q (103242.140000 sec): 3 clusters
  Score: Raw -628563.093298 + Penalty 2774.013437 = -625789.079861
  nChanged 12
		SP:Iteration 32Q (103242.310000 sec): 3 clusters
  Score: Raw -628568.233352 + Penalty 2774.013437 = -625794.219915
  nChanged 6
		SP:Iteration 33Q (103242.490000 sec): 3 clusters
  Score: Raw -628570.874136 + Penalty 2774.013437 = -625796.860699
  nChanged 6
		SP:Iteration 34Q (103242.660000 sec): 3 clusters
  Score: Raw -628574.199318 + Penalty 2774.013437 = -625800.185881
  nChanged 8
		SP:Iteration 35Q (103242.840000 sec): 3 clusters
  Score: Raw -628578.076699 + Penalty 2774.013437 = -625804.063262
  nChanged 4
		SP:Iteration 36Q (103243.010000 sec): 3 clusters
  Score: Raw -628579.466935 + Penalty 2774.013437 = -625805.453498
  nChanged 1
		SP:Iteration 37Q (103243.090000 sec): 3 clusters
  Score: Raw -628579.779127 + Penalty 2774.013437 = -625805.765690
  nChanged 1
		SP:Iteration 38Q (103243.180000 sec): 3 clusters
  Score: Raw -628579.984727 + Penalty 2774.013437 = -625805.971290
  nChanged 1
		SP:Iteration 39Q (103243.270000 sec): 3 clusters
  Score: Raw -628580.113798 + Penalty 2774.013437 = -625806.100361
  nChanged 1
		SP:Iteration 40F (103243.370000 sec): 3 clusters
  Score: Raw -628580.402080 + Penalty 2774.013437 = -625806.388643
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 26 (4326 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (103243.500000 sec): 2 clusters
  Score: Raw -488879.695166 + Penalty 1360.514774 = -487519.180393
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (103243.640000 sec): 3 clusters
  Score: Raw -486703.315373 + Penalty 2721.029547 = -483982.285826
  nChanged 1727
		SP:Iteration 1F (103243.870000 sec): 3 clusters
  Score: Raw -487705.243554 + Penalty 2721.029547 = -484984.214007
  nChanged 375
		SP:Iteration 2F (103244.020000 sec): 3 clusters
  Score: Raw -487962.849277 + Penalty 2721.029547 = -485241.819730
  nChanged 311
		SP:Iteration 3F (103244.260000 sec): 3 clusters
  Score: Raw -488199.255621 + Penalty 2721.029547 = -485478.226074
  nChanged 279
		SP:Iteration 4F (103244.400000 sec): 3 clusters
  Score: Raw -488426.374264 + Penalty 2721.029547 = -485705.344717
  nChanged 273
		SP:Iteration 5F (103244.590000 sec): 3 clusters
  Score: Raw -488667.267854 + Penalty 2721.029547 = -485946.238307
  nChanged 243
		SP:Iteration 6F (103244.670000 sec): 3 clusters
  Score: Raw -488901.589989 + Penalty 2721.029547 = -486180.560441
  nChanged 196
		SP:Iteration 7Q (103244.750000 sec): 3 clusters
  Score: Raw -489105.986609 + Penalty 2721.029547 = -486384.957062
  nChanged 178
		SP:Iteration 8Q (103244.840000 sec): 3 clusters
  Score: Raw -489305.036481 + Penalty 2721.029547 = -486584.006934
  nChanged 161
		SP:Iteration 9Q (103244.920000 sec): 3 clusters
  Score: Raw -489518.059295 + Penalty 2721.029547 = -486797.029748
  nChanged 138
		SP:Iteration 10Q (103245.000000 sec): 3 clusters
  Score: Raw -489728.102854 + Penalty 2721.029547 = -487007.073307
  nChanged 103
		SP:Iteration 11Q (103245.070000 sec): 3 clusters
  Score: Raw -489852.870573 + Penalty 2721.029547 = -487131.841026
  nChanged 80
		SP:Iteration 12Q (103245.150000 sec): 3 clusters
  Score: Raw -489923.225940 + Penalty 2721.029547 = -487202.196393
  nChanged 57
		SP:Iteration 13Q (103245.230000 sec): 3 clusters
  Score: Raw -489962.437007 + Penalty 2721.029547 = -487241.407460
  nChanged 43
		SP:Iteration 14Q (103245.300000 sec): 3 clusters
  Score: Raw -489993.549803 + Penalty 2721.029547 = -487272.520256
  nChanged 28
		SP:Iteration 15Q (103245.380000 sec): 3 clusters
  Score: Raw -490003.743308 + Penalty 2721.029547 = -487282.713761
  nChanged 12
		SP:Iteration 16Q (103245.460000 sec): 3 clusters
  Score: Raw -490007.135818 + Penalty 2721.029547 = -487286.106271
  nChanged 7
		SP:Iteration 17Q (103245.530000 sec): 3 clusters
  Score: Raw -490008.414531 + Penalty 2721.029547 = -487287.384984
  nChanged 1
		SP:Iteration 18Q (103245.610000 sec): 3 clusters
  Score: Raw -490008.670176 + Penalty 2721.029547 = -487287.640629
  nChanged 1
		SP:Iteration 19Q (103245.690000 sec): 3 clusters
  Score: Raw -490008.933335 + Penalty 2721.029547 = -487287.903787
  nChanged 0
		SP:Iteration 20F (103245.770000 sec): 3 clusters
  Score: Raw -490008.933335 + Penalty 2721.029547 = -487287.903787
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 27 (1241 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (103245.870000 sec): 2 clusters
  Score: Raw -146876.452452 + Penalty 1157.596828 = -145718.855624
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (103245.930000 sec): 3 clusters
  Score: Raw -146471.645814 + Penalty 2315.193655 = -144156.452159
  nChanged 378
		SP:Iteration 1F (103245.950000 sec): 3 clusters
  Score: Raw -146774.017948 + Penalty 2315.193655 = -144458.824293
  nChanged 87
		SP:Iteration 2F (103245.980000 sec): 3 clusters
  Score: Raw -146865.097069 + Penalty 2315.193655 = -144549.903414
  nChanged 62
		SP:Iteration 3Q (103246.020000 sec): 3 clusters
  Score: Raw -146947.119154 + Penalty 2315.193655 = -144631.925499
  nChanged 60
		SP:Iteration 4Q (103246.050000 sec): 3 clusters
  Score: Raw -147052.104784 + Penalty 2315.193655 = -144736.911129
  nChanged 58
		SP:Iteration 5Q (103246.080000 sec): 3 clusters
  Score: Raw -147120.572850 + Penalty 2315.193655 = -144805.379195
  nChanged 41
		SP:Iteration 6Q (103246.110000 sec): 3 clusters
  Score: Raw -147168.149877 + Penalty 2315.193655 = -144852.956221
  nChanged 33
		SP:Iteration 7Q (103246.140000 sec): 3 clusters
  Score: Raw -147212.832989 + Penalty 2315.193655 = -144897.639334
  nChanged 30
		SP:Iteration 8Q (103246.180000 sec): 3 clusters
  Score: Raw -147251.634799 + Penalty 2315.193655 = -144936.441144
  nChanged 32
		SP:Iteration 9Q (103246.210000 sec): 3 clusters
  Score: Raw -147278.879286 + Penalty 2315.193655 = -144963.685631
  nChanged 30
		SP:Iteration 10Q (103246.240000 sec): 3 clusters
  Score: Raw -147308.591605 + Penalty 2315.193655 = -144993.397950
  nChanged 21
		SP:Iteration 11Q (103246.270000 sec): 3 clusters
  Score: Raw -147326.753757 + Penalty 2315.193655 = -145011.560102
  nChanged 17
		SP:Iteration 12Q (103246.300000 sec): 3 clusters
  Score: Raw -147343.733534 + Penalty 2315.193655 = -145028.539879
  nChanged 18
		SP:Iteration 13Q (103246.340000 sec): 3 clusters
  Score: Raw -147357.309534 + Penalty 2315.193655 = -145042.115879
  nChanged 8
		SP:Iteration 14Q (103246.370000 sec): 3 clusters
  Score: Raw -147365.767621 + Penalty 2315.193655 = -145050.573966
  nChanged 7
		SP:Iteration 15Q (103246.400000 sec): 3 clusters
  Score: Raw -147370.547669 + Penalty 2315.193655 = -145055.354013
  nChanged 4
		SP:Iteration 16Q (103246.510000 sec): 3 clusters
  Score: Raw -147375.328151 + Penalty 2315.193655 = -145060.134496
  nChanged 3
		SP:Iteration 17Q (103246.540000 sec): 3 clusters
  Score: Raw -147377.998089 + Penalty 2315.193655 = -145062.804434
  nChanged 2
		SP:Iteration 18Q (103246.560000 sec): 3 clusters
  Score: Raw -147379.417772 + Penalty 2315.193655 = -145064.224117
  nChanged 3
		SP:Iteration 19Q (103246.590000 sec): 3 clusters
  Score: Raw -147382.013878 + Penalty 2315.193655 = -145066.820222
  nChanged 6
		SP:Iteration 20F (103246.620000 sec): 3 clusters
  Score: Raw -147387.128146 + Penalty 2315.193655 = -145071.934490
  nChanged 4
		SP:Iteration 21Q (103246.640000 sec): 3 clusters
  Score: Raw -147389.739571 + Penalty 2315.193655 = -145074.545916
  nChanged 3
		SP:Iteration 22Q (103246.670000 sec): 3 clusters
  Score: Raw -147391.940023 + Penalty 2315.193655 = -145076.746368
  nChanged 4
		SP:Iteration 23Q (103246.700000 sec): 3 clusters
  Score: Raw -147394.857239 + Penalty 2315.193655 = -145079.663584
  nChanged 4
		SP:Iteration 24Q (103246.720000 sec): 3 clusters
  Score: Raw -147398.608643 + Penalty 2315.193655 = -145083.414988
  nChanged 7
		SP:Iteration 25Q (103246.750000 sec): 3 clusters
  Score: Raw -147403.731871 + Penalty 2315.193655 = -145088.538216
  nChanged 10
		SP:Iteration 26Q (103246.780000 sec): 3 clusters
  Score: Raw -147412.923574 + Penalty 2315.193655 = -145097.729919
  nChanged 12
		SP:Iteration 27Q (103246.800000 sec): 3 clusters
  Score: Raw -147424.788829 + Penalty 2315.193655 = -145109.595174
  nChanged 6
		SP:Iteration 28Q (103246.830000 sec): 3 clusters
  Score: Raw -147433.499319 + Penalty 2315.193655 = -145118.305664
  nChanged 9
		SP:Iteration 29Q (103246.860000 sec): 3 clusters
  Score: Raw -147444.410747 + Penalty 2315.193655 = -145129.217092
  nChanged 10
		SP:Iteration 30Q (103246.880000 sec): 3 clusters
  Score: Raw -147455.009006 + Penalty 2315.193655 = -145139.815351
  nChanged 6
		SP:Iteration 31Q (103246.910000 sec): 3 clusters
  Score: Raw -147461.756212 + Penalty 2315.193655 = -145146.562556
  nChanged 5
		SP:Iteration 32Q (103246.940000 sec): 3 clusters
  Score: Raw -147467.528091 + Penalty 2315.193655 = -145152.334436
  nChanged 4
		SP:Iteration 33Q (103246.960000 sec): 3 clusters
  Score: Raw -147471.087454 + Penalty 2315.193655 = -145155.893799
  nChanged 2
		SP:Iteration 34Q (103246.990000 sec): 3 clusters
  Score: Raw -147472.220171 + Penalty 2315.193655 = -145157.026516
  nChanged 0
		SP:Iteration 35F (103247.020000 sec): 3 clusters
  Score: Raw -147472.220171 + Penalty 2315.193655 = -145157.026516
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 28 (533 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (103247.060000 sec): 2 clusters
  Score: Raw -65486.769550 + Penalty 1020.259731 = -64466.509819
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (103247.070000 sec): 3 clusters
  Score: Raw -65380.735448 + Penalty 2040.519463 = -63340.215985
  nChanged 134
		SP:Iteration 1F (103247.090000 sec): 3 clusters
  Score: Raw -65547.035775 + Penalty 2040.519463 = -63506.516312
  nChanged 29
		SP:Iteration 2F (103247.110000 sec): 3 clusters
  Score: Raw -65583.845566 + Penalty 2040.519463 = -63543.326103
  nChanged 6
		SP:Iteration 3Q (103247.120000 sec): 3 clusters
  Score: Raw -65592.985688 + Penalty 2040.519463 = -63552.466225
  nChanged 7
		SP:Iteration 4Q (103247.300000 sec): 3 clusters
  Score: Raw -65603.308414 + Penalty 2040.519463 = -63562.788951
  nChanged 3
		SP:Iteration 5Q (103247.480000 sec): 3 clusters
  Score: Raw -65607.727299 + Penalty 2040.519463 = -63567.207837
  nChanged 5
		SP:Iteration 6Q (103247.650000 sec): 3 clusters
  Score: Raw -65613.635919 + Penalty 2040.519463 = -63573.116456
  nChanged 4
		SP:Iteration 7Q (103247.830000 sec): 3 clusters
  Score: Raw -65618.283388 + Penalty 2040.519463 = -63577.763925
  nChanged 1
		SP:Iteration 8Q (103248.000000 sec): 3 clusters
  Score: Raw -65620.731291 + Penalty 2040.519463 = -63580.211828
  nChanged 0
		SP:Iteration 9F (103248.180000 sec): 3 clusters
  Score: Raw -65620.731291 + Penalty 2040.519463 = -63580.211828
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 29 (245 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (103248.260000 sec): 2 clusters
  Score: Raw -26531.062873 + Penalty 893.954459 = -25637.108414
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (103248.440000 sec): 3 clusters
  Score: Raw -26646.506385 + Penalty 1787.908918 = -24858.597466
  nChanged 51
		SP:Iteration 1F (103248.620000 sec): 3 clusters
  Score: Raw -26855.297547 + Penalty 1787.908918 = -25067.388629
  nChanged 19
		SP:Iteration 2F (103248.790000 sec): 3 clusters
  Score: Raw -26985.503042 + Penalty 1787.908918 = -25197.594123
  nChanged 8
		SP:Iteration 3Q (103248.970000 sec): 3 clusters
  Score: Raw -27112.639307 + Penalty 1787.908918 = -25324.730389
  nChanged 5
		SP:Iteration 4Q (103249.140000 sec): 3 clusters
  Score: Raw -27207.948589 + Penalty 1787.908918 = -25420.039671
  nChanged 6
		SP:Iteration 5Q (103249.320000 sec): 3 clusters
  Score: Raw -27296.588917 + Penalty 1787.908918 = -25508.679998
  nChanged 3
		SP:Iteration 6Q (103249.500000 sec): 3 clusters
  Score: Raw -27336.817561 + Penalty 1787.908918 = -25548.908643
  nChanged 1
		SP:Iteration 7Q (103249.670000 sec): 3 clusters
  Score: Raw -27341.615583 + Penalty 1787.908918 = -25553.706664
  nChanged 0
		SP:Iteration 8F (103249.850000 sec): 3 clusters
  Score: Raw -27341.615583 + Penalty 1787.908918 = -25553.706664
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 30 (3305 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (103249.950000 sec): 2 clusters
  Score: Raw -387955.161631 + Penalty 1316.768660 = -386638.392972
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (103250.130000 sec): 3 clusters
  Score: Raw -386328.705891 + Penalty 2633.537319 = -383695.168572
  nChanged 1235
		SP:Iteration 1F (103250.300000 sec): 3 clusters
  Score: Raw -387067.478966 + Penalty 2633.537319 = -384433.941647
  nChanged 243
		SP:Iteration 2F (103250.480000 sec): 3 clusters
  Score: Raw -387238.095387 + Penalty 2633.537319 = -384604.558068
  nChanged 207
		SP:Iteration 3F (103250.660000 sec): 3 clusters
  Score: Raw -387397.897586 + Penalty 2633.537319 = -384764.360267
  nChanged 162
		SP:Iteration 4Q (103250.850000 sec): 3 clusters
  Score: Raw -387535.297396 + Penalty 2633.537319 = -384901.760077
  nChanged 166
		SP:Iteration 5F (103251.010000 sec): 3 clusters
  Score: Raw -387706.751108 + Penalty 2633.537319 = -385073.213789
  nChanged 196
		SP:Iteration 6F (103251.180000 sec): 3 clusters
  Score: Raw -387908.946554 + Penalty 2633.537319 = -385275.409234
  nChanged 172
		SP:Iteration 7F (103251.360000 sec): 3 clusters
  Score: Raw -388134.724368 + Penalty 2633.537319 = -385501.187048
  nChanged 134
		SP:Iteration 8Q (103251.540000 sec): 3 clusters
  Score: Raw -388311.418867 + Penalty 2633.537319 = -385677.881547
  nChanged 109
		SP:Iteration 9Q (103251.700000 sec): 3 clusters
  Score: Raw -388419.873353 + Penalty 2633.537319 = -385786.336034
  nChanged 76
		SP:Iteration 10Q (103251.870000 sec): 3 clusters
  Score: Raw -388487.024912 + Penalty 2633.537319 = -385853.487593
  nChanged 75
		SP:Iteration 11Q (103252.030000 sec): 3 clusters
  Score: Raw -388558.068926 + Penalty 2633.537319 = -385924.531606
  nChanged 62
		SP:Iteration 12Q (103252.190000 sec): 3 clusters
  Score: Raw -388607.657479 + Penalty 2633.537319 = -385974.120159
  nChanged 54
		SP:Iteration 13Q (103252.360000 sec): 3 clusters
  Score: Raw -388641.659202 + Penalty 2633.537319 = -386008.121883
  nChanged 38
		SP:Iteration 14Q (103252.520000 sec): 3 clusters
  Score: Raw -388662.073701 + Penalty 2633.537319 = -386028.536382
  nChanged 21
		SP:Iteration 15Q (103252.680000 sec): 3 clusters
  Score: Raw -388671.464272 + Penalty 2633.537319 = -386037.926953
  nChanged 19
		SP:Iteration 16Q (103252.850000 sec): 3 clusters
  Score: Raw -388682.399050 + Penalty 2633.537319 = -386048.861731
  nChanged 15
		SP:Iteration 17Q (103253.010000 sec): 3 clusters
  Score: Raw -388692.572684 + Penalty 2633.537319 = -386059.035364
  nChanged 19
		SP:Iteration 18Q (103253.180000 sec): 3 clusters
  Score: Raw -388701.754677 + Penalty 2633.537319 = -386068.217358
  nChanged 14
		SP:Iteration 19Q (103253.290000 sec): 3 clusters
  Score: Raw -388707.520669 + Penalty 2633.537319 = -386073.983349
  nChanged 13
		SP:Iteration 20F (103253.360000 sec): 3 clusters
  Score: Raw -388712.509497 + Penalty 2633.537319 = -386078.972178
  nChanged 7
		SP:Iteration 21Q (103253.420000 sec): 3 clusters
  Score: Raw -388714.732264 + Penalty 2633.537319 = -386081.194944
  nChanged 0
		SP:Iteration 22F (103253.550000 sec): 3 clusters
  Score: Raw -388714.732264 + Penalty 2633.537319 = -386081.194944
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 31 (4431 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (103253.680000 sec): 2 clusters
  Score: Raw -596618.089789 + Penalty 1364.411843 = -595253.677946
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (103253.830000 sec): 3 clusters
  Score: Raw -594332.834187 + Penalty 2728.823686 = -591604.010501
  nChanged 1788
		SP:Iteration 1F (103254.020000 sec): 3 clusters
  Score: Raw -595300.072867 + Penalty 2728.823686 = -592571.249181
  nChanged 303
		SP:Iteration 2F (103254.190000 sec): 3 clusters
  Score: Raw -595466.260542 + Penalty 2728.823686 = -592737.436856
  nChanged 227
		SP:Iteration 3F (103254.370000 sec): 3 clusters
  Score: Raw -595606.327041 + Penalty 2728.823686 = -592877.503356
  nChanged 202
		SP:Iteration 4Q (103254.550000 sec): 3 clusters
  Score: Raw -595731.225182 + Penalty 2728.823686 = -593002.401497
  nChanged 195
		SP:Iteration 5Q (103254.720000 sec): 3 clusters
  Score: Raw -595843.877332 + Penalty 2728.823686 = -593115.053647
  nChanged 154
		SP:Iteration 6Q (103254.900000 sec): 3 clusters
  Score: Raw -595908.349698 + Penalty 2728.823686 = -593179.526012
  nChanged 113
		SP:Iteration 7Q (103255.070000 sec): 3 clusters
  Score: Raw -595949.328945 + Penalty 2728.823686 = -593220.505259
  nChanged 84
		SP:Iteration 8Q (103255.250000 sec): 3 clusters
  Score: Raw -595977.718835 + Penalty 2728.823686 = -593248.895150
  nChanged 80
		SP:Iteration 9Q (103255.430000 sec): 3 clusters
  Score: Raw -596008.042132 + Penalty 2728.823686 = -593279.218446
  nChanged 78
		SP:Iteration 10Q (103255.610000 sec): 3 clusters
  Score: Raw -596037.345128 + Penalty 2728.823686 = -593308.521443
  nChanged 73
		SP:Iteration 11Q (103255.690000 sec): 3 clusters
  Score: Raw -596063.451702 + Penalty 2728.823686 = -593334.628016
  nChanged 68
		SP:Iteration 12Q (103255.770000 sec): 3 clusters
  Score: Raw -596090.286973 + Penalty 2728.823686 = -593361.463287
  nChanged 73
		SP:Iteration 13Q (103255.860000 sec): 3 clusters
  Score: Raw -596115.268833 + Penalty 2728.823686 = -593386.445147
  nChanged 66
		SP:Iteration 14Q (103255.950000 sec): 3 clusters
  Score: Raw -596136.910734 + Penalty 2728.823686 = -593408.087049
  nChanged 66
		SP:Iteration 15Q (103256.030000 sec): 3 clusters
  Score: Raw -596159.528009 + Penalty 2728.823686 = -593430.704324
  nChanged 60
		SP:Iteration 16Q (103256.110000 sec): 3 clusters
  Score: Raw -596177.110727 + Penalty 2728.823686 = -593448.287042
  nChanged 54
		SP:Iteration 17Q (103256.200000 sec): 3 clusters
  Score: Raw -596192.412191 + Penalty 2728.823686 = -593463.588505
  nChanged 51
		SP:Iteration 18Q (103256.290000 sec): 3 clusters
  Score: Raw -596207.324665 + Penalty 2728.823686 = -593478.500979
  nChanged 37
		SP:Iteration 19Q (103256.370000 sec): 3 clusters
  Score: Raw -596217.107604 + Penalty 2728.823686 = -593488.283918
  nChanged 37
		SP:Iteration 20F (103256.460000 sec): 3 clusters
  Score: Raw -596229.796316 + Penalty 2728.823686 = -593500.972631
  nChanged 38
		SP:Iteration 21Q (103256.540000 sec): 3 clusters
  Score: Raw -596240.707031 + Penalty 2728.823686 = -593511.883346
  nChanged 42
		SP:Iteration 22Q (103256.630000 sec): 3 clusters
  Score: Raw -596254.800647 + Penalty 2728.823686 = -593525.976961
  nChanged 46
		SP:Iteration 23Q (103256.710000 sec): 3 clusters
  Score: Raw -596269.644142 + Penalty 2728.823686 = -593540.820456
  nChanged 45
		SP:Iteration 24Q (103256.800000 sec): 3 clusters
  Score: Raw -596283.284609 + Penalty 2728.823686 = -593554.460924
  nChanged 31
		SP:Iteration 25Q (103256.890000 sec): 3 clusters
  Score: Raw -596291.457428 + Penalty 2728.823686 = -593562.633742
  nChanged 34
		SP:Iteration 26Q (103256.970000 sec): 3 clusters
  Score: Raw -596299.562157 + Penalty 2728.823686 = -593570.738471
  nChanged 25
		SP:Iteration 27Q (103257.050000 sec): 3 clusters
  Score: Raw -596305.972595 + Penalty 2728.823686 = -593577.148909
  nChanged 17
		SP:Iteration 28Q (103257.140000 sec): 3 clusters
  Score: Raw -596309.822466 + Penalty 2728.823686 = -593580.998780
  nChanged 20
		SP:Iteration 29Q (103257.230000 sec): 3 clusters
  Score: Raw -596315.375016 + Penalty 2728.823686 = -593586.551331
  nChanged 25
		SP:Iteration 30Q (103257.360000 sec): 3 clusters
  Score: Raw -596322.418086 + Penalty 2728.823686 = -593593.594400
  nChanged 31
		SP:Iteration 31Q (103257.450000 sec): 3 clusters
  Score: Raw -596332.838316 + Penalty 2728.823686 = -593604.014631
  nChanged 36
		SP:Iteration 32Q (103257.530000 sec): 3 clusters
  Score: Raw -596347.343351 + Penalty 2728.823686 = -593618.519665
  nChanged 35
		SP:Iteration 33Q (103257.620000 sec): 3 clusters
  Score: Raw -596358.370154 + Penalty 2728.823686 = -593629.546469
  nChanged 33
		SP:Iteration 34Q (103257.740000 sec): 3 clusters
  Score: Raw -596368.296988 + Penalty 2728.823686 = -593639.473303
  nChanged 34
		SP:Iteration 35Q (103257.820000 sec): 3 clusters
  Score: Raw -596378.628204 + Penalty 2728.823686 = -593649.804519
  nChanged 34
		SP:Iteration 36Q (103257.910000 sec): 3 clusters
  Score: Raw -596389.508880 + Penalty 2728.823686 = -593660.685195
  nChanged 36
		SP:Iteration 37Q (103257.990000 sec): 3 clusters
  Score: Raw -596401.201142 + Penalty 2728.823686 = -593672.377457
  nChanged 28
		SP:Iteration 38Q (103258.190000 sec): 3 clusters
  Score: Raw -596409.527325 + Penalty 2728.823686 = -593680.703639
  nChanged 31
		SP:Iteration 39Q (103258.370000 sec): 3 clusters
  Score: Raw -596419.712991 + Penalty 2728.823686 = -593690.889306
  nChanged 26
		SP:Iteration 40F (103258.540000 sec): 3 clusters
  Score: Raw -596427.810300 + Penalty 2728.823686 = -593698.986614
  nChanged 26
		SP:Iteration 41Q (103258.720000 sec): 3 clusters
  Score: Raw -596437.561059 + Penalty 2728.823686 = -593708.737373
  nChanged 26
		SP:Iteration 42Q (103258.890000 sec): 3 clusters
  Score: Raw -596448.692863 + Penalty 2728.823686 = -593719.869178
  nChanged 33
		SP:Iteration 43Q (103259.070000 sec): 3 clusters
  Score: Raw -596463.906123 + Penalty 2728.823686 = -593735.082438
  nChanged 33
		SP:Iteration 44Q (103259.250000 sec): 3 clusters
  Score: Raw -596478.564102 + Penalty 2728.823686 = -593749.740416
  nChanged 36
		SP:Iteration 45Q (103259.420000 sec): 3 clusters
  Score: Raw -596497.847216 + Penalty 2728.823686 = -593769.023530
  nChanged 45
		SP:Iteration 46Q (103259.600000 sec): 3 clusters
  Score: Raw -596522.824494 + Penalty 2728.823686 = -593794.000808
  nChanged 42
		SP:Iteration 47Q (103259.770000 sec): 3 clusters
  Score: Raw -596544.918206 + Penalty 2728.823686 = -593816.094521
  nChanged 40
		SP:Iteration 48Q (103259.950000 sec): 3 clusters
  Score: Raw -596565.728809 + Penalty 2728.823686 = -593836.905123
  nChanged 37
		SP:Iteration 49Q (103260.130000 sec): 3 clusters
  Score: Raw -596580.787746 + Penalty 2728.823686 = -593851.964060
  nChanged 24
		SP:Iteration 50Q (103260.300000 sec): 3 clusters
  Score: Raw -596592.978575 + Penalty 2728.823686 = -593864.154889
  nChanged 32
		SP:Iteration 51Q (103260.470000 sec): 3 clusters
  Score: Raw -596608.447995 + Penalty 2728.823686 = -593879.624309
  nChanged 29
		SP:Iteration 52Q (103260.650000 sec): 3 clusters
  Score: Raw -596625.438891 + Penalty 2728.823686 = -593896.615205
  nChanged 34
		SP:Iteration 53Q (103260.830000 sec): 3 clusters
  Score: Raw -596644.741588 + Penalty 2728.823686 = -593915.917902
  nChanged 28
		SP:Iteration 54Q (103261.000000 sec): 3 clusters
  Score: Raw -596659.084977 + Penalty 2728.823686 = -593930.261291
  nChanged 24
		SP:Iteration 55Q (103261.170000 sec): 3 clusters
  Score: Raw -596671.546242 + Penalty 2728.823686 = -593942.722556
  nChanged 18
		SP:Iteration 56Q (103261.350000 sec): 3 clusters
  Score: Raw -596678.980924 + Penalty 2728.823686 = -593950.157238
  nChanged 15
		SP:Iteration 57Q (103261.530000 sec): 3 clusters
  Score: Raw -596685.156882 + Penalty 2728.823686 = -593956.333197
  nChanged 19
		SP:Iteration 58Q (103261.700000 sec): 3 clusters
  Score: Raw -596693.755506 + Penalty 2728.823686 = -593964.931820
  nChanged 21
		SP:Iteration 59Q (103261.880000 sec): 3 clusters
  Score: Raw -596704.082190 + Penalty 2728.823686 = -593975.258505
  nChanged 14
		SP:Iteration 60F (103262.050000 sec): 3 clusters
  Score: Raw -596711.937585 + Penalty 2728.823686 = -593983.113899
  nChanged 16
		SP:Iteration 61Q (103262.230000 sec): 3 clusters
  Score: Raw -596721.654425 + Penalty 2728.823686 = -593992.830739
  nChanged 12
		SP:Iteration 62Q (103262.410000 sec): 3 clusters
  Score: Raw -596728.549627 + Penalty 2728.823686 = -593999.725942
  nChanged 16
		SP:Iteration 63Q (103262.580000 sec): 3 clusters
  Score: Raw -596736.575818 + Penalty 2728.823686 = -594007.752133
  nChanged 16
		SP:Iteration 64Q (103262.760000 sec): 3 clusters
  Score: Raw -596745.199882 + Penalty 2728.823686 = -594016.376196
  nChanged 10
		SP:Iteration 65Q (103262.930000 sec): 3 clusters
  Score: Raw -596749.815565 + Penalty 2728.823686 = -594020.991879
  nChanged 8
		SP:Iteration 66Q (103263.110000 sec): 3 clusters
  Score: Raw -596754.712700 + Penalty 2728.823686 = -594025.889014
  nChanged 6
		SP:Iteration 67Q (103263.290000 sec): 3 clusters
  Score: Raw -596758.851037 + Penalty 2728.823686 = -594030.027351
  nChanged 12
		SP:Iteration 68Q (103263.460000 sec): 3 clusters
  Score: Raw -596765.124845 + Penalty 2728.823686 = -594036.301159
  nChanged 4
		SP:Iteration 69Q (103263.640000 sec): 3 clusters
  Score: Raw -596767.278828 + Penalty 2728.823686 = -594038.455143
  nChanged 7
		SP:Iteration 70Q (103263.810000 sec): 3 clusters
  Score: Raw -596770.492261 + Penalty 2728.823686 = -594041.668575
  nChanged 9
		SP:Iteration 71Q (103263.990000 sec): 3 clusters
  Score: Raw -596775.239272 + Penalty 2728.823686 = -594046.415586
  nChanged 11
		SP:Iteration 72Q (103264.170000 sec): 3 clusters
  Score: Raw -596780.743036 + Penalty 2728.823686 = -594051.919350
  nChanged 14
		SP:Iteration 73Q (103264.340000 sec): 3 clusters
  Score: Raw -596787.191672 + Penalty 2728.823686 = -594058.367987
  nChanged 5
		SP:Iteration 74Q (103264.520000 sec): 3 clusters
  Score: Raw -596790.685406 + Penalty 2728.823686 = -594061.861721
  nChanged 6
		SP:Iteration 75Q (103264.690000 sec): 3 clusters
  Score: Raw -596794.443188 + Penalty 2728.823686 = -594065.619502
  nChanged 4
		SP:Iteration 76Q (103264.870000 sec): 3 clusters
  Score: Raw -596797.643189 + Penalty 2728.823686 = -594068.819503
  nChanged 4
		SP:Iteration 77Q (103265.050000 sec): 3 clusters
  Score: Raw -596798.987389 + Penalty 2728.823686 = -594070.163704
  nChanged 2
		SP:Iteration 78Q (103265.220000 sec): 3 clusters
  Score: Raw -596800.078136 + Penalty 2728.823686 = -594071.254450
  nChanged 3
		SP:Iteration 79Q (103265.390000 sec): 3 clusters
  Score: Raw -596801.182059 + Penalty 2728.823686 = -594072.358373
  nChanged 1
		SP:Iteration 80F (103265.570000 sec): 3 clusters
  Score: Raw -596801.514923 + Penalty 2728.823686 = -594072.691237
  nChanged 1
		SP:Iteration 81Q (103265.750000 sec): 3 clusters
  Score: Raw -596802.311465 + Penalty 2728.823686 = -594073.487779
  nChanged 0
		SP:Iteration 82F (103265.920000 sec): 3 clusters
  Score: Raw -596802.311465 + Penalty 2728.823686 = -594073.487779
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 32 (206 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (103266.010000 sec): 2 clusters
  Score: Raw -23229.938470 + Penalty 865.779877 = -22364.158592
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (103266.190000 sec): 3 clusters
  Score: Raw -23333.100695 + Penalty 1731.559755 = -21601.540940
  nChanged 19
		SP:Iteration 1F (103266.360000 sec): 3 clusters
  Score: Raw -23385.902431 + Penalty 1731.559755 = -21654.342676
  nChanged 3
		SP:Iteration 2Q (103266.540000 sec): 3 clusters
  Score: Raw -23395.199547 + Penalty 1731.559755 = -21663.639793
  nChanged 1
		SP:Iteration 3Q (103266.710000 sec): 3 clusters
  Score: Raw -23399.115629 + Penalty 1731.559755 = -21667.555874
  nChanged 0
		SP:Iteration 4F (103266.890000 sec): 3 clusters
  Score: Raw -23399.115629 + Penalty 1731.559755 = -21667.555874
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 33 (330 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (103266.970000 sec): 2 clusters
  Score: Raw -30235.364096 + Penalty 942.352556 = -29293.011540
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (103267.150000 sec): 3 clusters
  Score: Raw -30310.428874 + Penalty 1884.705113 = -28425.723762
  nChanged 78
		SP:Iteration 1F (103267.330000 sec): 3 clusters
  Score: Raw -30482.201495 + Penalty 1884.705113 = -28597.496383
  nChanged 20
		SP:Iteration 2F (103267.500000 sec): 3 clusters
  Score: Raw -30566.073160 + Penalty 1884.705113 = -28681.368047
  nChanged 22
		SP:Iteration 3F (103267.680000 sec): 3 clusters
  Score: Raw -30623.607399 + Penalty 1884.705113 = -28738.902286
  nChanged 15
		SP:Iteration 4Q (103267.850000 sec): 3 clusters
  Score: Raw -30657.236493 + Penalty 1884.705113 = -28772.531380
  nChanged 7
		SP:Iteration 5Q (103268.030000 sec): 3 clusters
  Score: Raw -30678.984003 + Penalty 1884.705113 = -28794.278890
  nChanged 3
		SP:Iteration 6Q (103268.210000 sec): 3 clusters
  Score: Raw -30682.274523 + Penalty 1884.705113 = -28797.569410
  nChanged 1
		SP:Iteration 7Q (103268.380000 sec): 3 clusters
  Score: Raw -30682.921938 + Penalty 1884.705113 = -28798.216825
  nChanged 0
		SP:Iteration 8F (103268.560000 sec): 3 clusters
  Score: Raw -30682.921938 + Penalty 1884.705113 = -28798.216825
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 34 (15015 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (103268.780000 sec): 2 clusters
  Score: Raw -1812067.718678 + Penalty 1562.730809 = -1810504.987869
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (103269.020000 sec): 3 clusters
  Score: Raw -1803280.223292 + Penalty 3125.461619 = -1800154.761674
  nChanged 6710
		SP:Iteration 1F (103269.320000 sec): 3 clusters
  Score: Raw -1806958.966784 + Penalty 3125.461619 = -1803833.505166
  nChanged 883
		SP:Iteration 2F (103269.640000 sec): 3 clusters
  Score: Raw -1807323.415533 + Penalty 3125.461619 = -1804197.953915
  nChanged 797
		SP:Iteration 3F (103269.910000 sec): 3 clusters
  Score: Raw -1807648.848720 + Penalty 3125.461619 = -1804523.387102
  nChanged 744
		SP:Iteration 4Q (103270.220000 sec): 3 clusters
  Score: Raw -1807973.728182 + Penalty 3125.461619 = -1804848.266563
  nChanged 759
		SP:Iteration 5F (103270.540000 sec): 3 clusters
  Score: Raw -1808339.004756 + Penalty 3125.461619 = -1805213.543137
  nChanged 724
		SP:Iteration 6Q (103270.870000 sec): 3 clusters
  Score: Raw -1808715.468004 + Penalty 3125.461619 = -1805590.006385
  nChanged 735
		SP:Iteration 7Q (103271.170000 sec): 3 clusters
  Score: Raw -1809148.511233 + Penalty 3125.461619 = -1806023.049615
  nChanged 773
		SP:Iteration 8F (103271.460000 sec): 3 clusters
  Score: Raw -1809633.758178 + Penalty 3125.461619 = -1806508.296560
  nChanged 747
		SP:Iteration 9Q (103271.760000 sec): 3 clusters
  Score: Raw -1810138.508460 + Penalty 3125.461619 = -1807013.046841
  nChanged 734
		SP:Iteration 10Q (103272.080000 sec): 3 clusters
  Score: Raw -1810676.273752 + Penalty 3125.461619 = -1807550.812133
  nChanged 619
		SP:Iteration 11Q (103272.400000 sec): 3 clusters
  Score: Raw -1811177.635665 + Penalty 3125.461619 = -1808052.174046
  nChanged 463
		SP:Iteration 12Q (103272.720000 sec): 3 clusters
  Score: Raw -1811566.535633 + Penalty 3125.461619 = -1808441.074015
  nChanged 292
		SP:Iteration 13Q (103273.040000 sec): 3 clusters
  Score: Raw -1811824.795551 + Penalty 3125.461619 = -1808699.333932
  nChanged 181
		SP:Iteration 14Q (103273.310000 sec): 3 clusters
  Score: Raw -1811985.085059 + Penalty 3125.461619 = -1808859.623440
  nChanged 98
		SP:Iteration 15Q (103273.540000 sec): 3 clusters
  Score: Raw -1812079.822461 + Penalty 3125.461619 = -1808954.360842
  nChanged 63
		SP:Iteration 16Q (103273.820000 sec): 3 clusters
  Score: Raw -1812145.221612 + Penalty 3125.461619 = -1809019.759993
  nChanged 40
		SP:Iteration 17Q (103274.040000 sec): 3 clusters
  Score: Raw -1812178.173473 + Penalty 3125.461619 = -1809052.711854
  nChanged 22
		SP:Iteration 18Q (103274.320000 sec): 3 clusters
  Score: Raw -1812197.161055 + Penalty 3125.461619 = -1809071.699436
  nChanged 17
		SP:Iteration 19Q (103274.550000 sec): 3 clusters
  Score: Raw -1812211.720325 + Penalty 3125.461619 = -1809086.258707
  nChanged 11
		SP:Iteration 20F (103274.820000 sec): 3 clusters
  Score: Raw -1812220.106663 + Penalty 3125.461619 = -1809094.645044
  nChanged 6
		SP:Iteration 21Q (103275.060000 sec): 3 clusters
  Score: Raw -1812227.566424 + Penalty 3125.461619 = -1809102.104806
  nChanged 11
		SP:Iteration 22Q (103275.330000 sec): 3 clusters
  Score: Raw -1812241.483812 + Penalty 3125.461619 = -1809116.022194
  nChanged 12
		SP:Iteration 23Q (103275.500000 sec): 3 clusters
  Score: Raw -1812253.116759 + Penalty 3125.461619 = -1809127.655140
  nChanged 6
		SP:Iteration 24Q (103275.750000 sec): 3 clusters
  Score: Raw -1812258.034058 + Penalty 3125.461619 = -1809132.572440
  nChanged 4
		SP:Iteration 25Q (103276.020000 sec): 3 clusters
  Score: Raw -1812264.239523 + Penalty 3125.461619 = -1809138.777905
  nChanged 9
		SP:Iteration 26Q (103276.260000 sec): 3 clusters
  Score: Raw -1812273.469833 + Penalty 3125.461619 = -1809148.008214
  nChanged 7
		SP:Iteration 27Q (103276.530000 sec): 3 clusters
  Score: Raw -1812281.659527 + Penalty 3125.461619 = -1809156.197908
  nChanged 2
		SP:Iteration 28Q (103276.760000 sec): 3 clusters
  Score: Raw -1812284.029735 + Penalty 3125.461619 = -1809158.568116
  nChanged 1
		SP:Iteration 29Q (103277.030000 sec): 3 clusters
  Score: Raw -1812284.826754 + Penalty 3125.461619 = -1809159.365135
  nChanged 0
		SP:Iteration 30F (103277.310000 sec): 3 clusters
  Score: Raw -1812284.826754 + Penalty 3125.461619 = -1809159.365135
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 35 (2122 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (103277.380000 sec): 2 clusters
  Score: Raw -261613.531866 + Penalty 1244.768577 = -260368.763289
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (103277.550000 sec): 3 clusters
  Score: Raw -260708.339856 + Penalty 2489.537154 = -258218.802702
  nChanged 723
		SP:Iteration 1F (103277.730000 sec): 3 clusters
  Score: Raw -261138.227202 + Penalty 2489.537154 = -258648.690048
  nChanged 140
		SP:Iteration 2F (103277.900000 sec): 3 clusters
  Score: Raw -261231.564138 + Penalty 2489.537154 = -258742.026984
  nChanged 96
		SP:Iteration 3Q (103278.070000 sec): 3 clusters
  Score: Raw -261287.994549 + Penalty 2489.537154 = -258798.457395
  nChanged 71
		SP:Iteration 4Q (103278.260000 sec): 3 clusters
  Score: Raw -261327.271901 + Penalty 2489.537154 = -258837.734747
  nChanged 45
		SP:Iteration 5Q (103278.430000 sec): 3 clusters
  Score: Raw -261350.070532 + Penalty 2489.537154 = -258860.533378
  nChanged 41
		SP:Iteration 6Q (103278.610000 sec): 3 clusters
  Score: Raw -261367.048730 + Penalty 2489.537154 = -258877.511576
  nChanged 25
		SP:Iteration 7Q (103278.780000 sec): 3 clusters
  Score: Raw -261376.458091 + Penalty 2489.537154 = -258886.920938
  nChanged 22
		SP:Iteration 8Q (103278.960000 sec): 3 clusters
  Score: Raw -261385.855428 + Penalty 2489.537154 = -258896.318274
  nChanged 17
		SP:Iteration 9Q (103279.140000 sec): 3 clusters
  Score: Raw -261393.476816 + Penalty 2489.537154 = -258903.939662
  nChanged 18
		SP:Iteration 10Q (103279.310000 sec): 3 clusters
  Score: Raw -261401.260678 + Penalty 2489.537154 = -258911.723524
  nChanged 20
		SP:Iteration 11Q (103279.490000 sec): 3 clusters
  Score: Raw -261410.157031 + Penalty 2489.537154 = -258920.619878
  nChanged 22
		SP:Iteration 12Q (103279.660000 sec): 3 clusters
  Score: Raw -261421.135685 + Penalty 2489.537154 = -258931.598531
  nChanged 32
		SP:Iteration 13Q (103279.840000 sec): 3 clusters
  Score: Raw -261433.706774 + Penalty 2489.537154 = -258944.169620
  nChanged 24
		SP:Iteration 14Q (103280.020000 sec): 3 clusters
  Score: Raw -261444.727097 + Penalty 2489.537154 = -258955.189943
  nChanged 20
		SP:Iteration 15Q (103280.190000 sec): 3 clusters
  Score: Raw -261455.182040 + Penalty 2489.537154 = -258965.644886
  nChanged 17
		SP:Iteration 16Q (103280.350000 sec): 3 clusters
  Score: Raw -261462.775575 + Penalty 2489.537154 = -258973.238421
  nChanged 13
		SP:Iteration 17Q (103280.520000 sec): 3 clusters
  Score: Raw -261469.591882 + Penalty 2489.537154 = -258980.054729
  nChanged 12
		SP:Iteration 18Q (103280.680000 sec): 3 clusters
  Score: Raw -261473.763624 + Penalty 2489.537154 = -258984.226471
  nChanged 7
		SP:Iteration 19Q (103280.840000 sec): 3 clusters
  Score: Raw -261476.878619 + Penalty 2489.537154 = -258987.341466
  nChanged 8
		SP:Iteration 20F (103281.010000 sec): 3 clusters
  Score: Raw -261480.837457 + Penalty 2489.537154 = -258991.300304
  nChanged 11
		SP:Iteration 21Q (103281.170000 sec): 3 clusters
  Score: Raw -261486.566563 + Penalty 2489.537154 = -258997.029409
  nChanged 11
		SP:Iteration 22Q (103281.330000 sec): 3 clusters
  Score: Raw -261489.965672 + Penalty 2489.537154 = -259000.428518
  nChanged 5
		SP:Iteration 23Q (103281.500000 sec): 3 clusters
  Score: Raw -261491.822366 + Penalty 2489.537154 = -259002.285212
  nChanged 2
		SP:Iteration 24Q (103281.660000 sec): 3 clusters
  Score: Raw -261493.138522 + Penalty 2489.537154 = -259003.601368
  nChanged 3
		SP:Iteration 25Q (103281.820000 sec): 3 clusters
  Score: Raw -261494.234748 + Penalty 2489.537154 = -259004.697594
  nChanged 2
		SP:Iteration 26Q (103281.990000 sec): 3 clusters
  Score: Raw -261494.622936 + Penalty 2489.537154 = -259005.085783
  nChanged 0
		SP:Iteration 27F (103282.150000 sec): 3 clusters
  Score: Raw -261494.622936 + Penalty 2489.537154 = -259005.085783
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 36 (308 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (103282.230000 sec): 2 clusters
  Score: Raw -21944.410874 + Penalty 931.141215 = -21013.269659
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (103282.400000 sec): 3 clusters
  Score: Raw -22022.061768 + Penalty 1862.282429 = -20159.779339
  nChanged 67
		SP:Iteration 1F (103282.560000 sec): 3 clusters
  Score: Raw -22268.292756 + Penalty 1862.282429 = -20406.010326
  nChanged 21
		SP:Iteration 2F (103282.720000 sec): 3 clusters
  Score: Raw -22386.866456 + Penalty 1862.282429 = -20524.584026
  nChanged 16
		SP:Iteration 3F (103282.820000 sec): 3 clusters
  Score: Raw -22473.596443 + Penalty 1862.282429 = -20611.314013
  nChanged 16
		SP:Iteration 4F (103282.840000 sec): 3 clusters
  Score: Raw -22562.118690 + Penalty 1862.282429 = -20699.836260
  nChanged 9
		SP:Iteration 5Q (103282.870000 sec): 3 clusters
  Score: Raw -22623.084603 + Penalty 1862.282429 = -20760.802173
  nChanged 4
		SP:Iteration 6Q (103282.900000 sec): 3 clusters
  Score: Raw -22664.041122 + Penalty 1862.282429 = -20801.758692
  nChanged 3
		SP:Iteration 7Q (103282.920000 sec): 3 clusters
  Score: Raw -22689.270211 + Penalty 1862.282429 = -20826.987782
  nChanged 3
		SP:Iteration 8Q (103282.950000 sec): 3 clusters
  Score: Raw -22699.618931 + Penalty 1862.282429 = -20837.336502
  nChanged 2
		SP:Iteration 9Q (103282.980000 sec): 3 clusters
  Score: Raw -22717.695830 + Penalty 1862.282429 = -20855.413401
  nChanged 1
		SP:Iteration 10Q (103283.010000 sec): 3 clusters
  Score: Raw -22748.582223 + Penalty 1862.282429 = -20886.299794
  nChanged 0
		SP:Iteration 11F (103283.040000 sec): 3 clusters
  Score: Raw -22748.582223 + Penalty 1862.282429 = -20886.299794
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 37 (399 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (103283.070000 sec): 2 clusters
  Score: Raw -36582.401091 + Penalty 973.206230 = -35609.194861
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (103283.100000 sec): 3 clusters
  Score: Raw -36659.273688 + Penalty 1946.412460 = -34712.861227
  nChanged 93
		SP:Iteration 1F (103283.120000 sec): 3 clusters
  Score: Raw -36895.061172 + Penalty 1946.412460 = -34948.648711
  nChanged 26
		SP:Iteration 2F (103283.150000 sec): 3 clusters
  Score: Raw -36974.988957 + Penalty 1946.412460 = -35028.576496
  nChanged 15
		SP:Iteration 3Q (103283.180000 sec): 3 clusters
  Score: Raw -37021.869910 + Penalty 1946.412460 = -35075.457450
  nChanged 12
		SP:Iteration 4Q (103283.210000 sec): 3 clusters
  Score: Raw -37074.684390 + Penalty 1946.412460 = -35128.271929
  nChanged 10
		SP:Iteration 5Q (103283.240000 sec): 3 clusters
  Score: Raw -37108.097778 + Penalty 1946.412460 = -35161.685318
  nChanged 3
		SP:Iteration 6Q (103283.300000 sec): 3 clusters
  Score: Raw -37112.501582 + Penalty 1946.412460 = -35166.089122
  nChanged 0
		SP:Iteration 7F (103283.300000 sec): 3 clusters
  Score: Raw -37112.501582 + Penalty 1946.412460 = -35166.089122
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 38 (6057 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (103283.390000 sec): 2 clusters
  Score: Raw -734317.158582 + Penalty 1415.207610 = -732901.950972
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (103283.510000 sec): 3 clusters
  Score: Raw -731043.767126 + Penalty 2830.415220 = -728213.351906
  nChanged 2568
		SP:Iteration 1F (103283.710000 sec): 3 clusters
  Score: Raw -732472.667521 + Penalty 2830.415220 = -729642.252301
  nChanged 417
		SP:Iteration 2F (103283.920000 sec): 3 clusters
  Score: Raw -732669.350703 + Penalty 2830.415220 = -729838.935484
  nChanged 305
		SP:Iteration 3F (103284.130000 sec): 3 clusters
  Score: Raw -732805.884319 + Penalty 2830.415220 = -729975.469099
  nChanged 246
		SP:Iteration 4Q (103284.340000 sec): 3 clusters
  Score: Raw -732911.457534 + Penalty 2830.415220 = -730081.042314
  nChanged 214
		SP:Iteration 5Q (103284.560000 sec): 3 clusters
  Score: Raw -733004.038850 + Penalty 2830.415220 = -730173.623630
  nChanged 186
		SP:Iteration 6Q (103284.770000 sec): 3 clusters
  Score: Raw -733086.672203 + Penalty 2830.415220 = -730256.256983
  nChanged 202
		SP:Iteration 7Q (103284.980000 sec): 3 clusters
  Score: Raw -733191.175079 + Penalty 2830.415220 = -730360.759859
  nChanged 211
		SP:Iteration 8Q (103285.190000 sec): 3 clusters
  Score: Raw -733307.318879 + Penalty 2830.415220 = -730476.903659
  nChanged 228
		SP:Iteration 9Q (103285.400000 sec): 3 clusters
  Score: Raw -733443.989724 + Penalty 2830.415220 = -730613.574504
  nChanged 231
		SP:Iteration 10Q (103285.610000 sec): 3 clusters
  Score: Raw -733592.892798 + Penalty 2830.415220 = -730762.477578
  nChanged 241
		SP:Iteration 11Q (103285.820000 sec): 3 clusters
  Score: Raw -733759.842281 + Penalty 2830.415220 = -730929.427061
  nChanged 212
		SP:Iteration 12Q (103285.930000 sec): 3 clusters
  Score: Raw -733920.146967 + Penalty 2830.415220 = -731089.731747
  nChanged 192
		SP:Iteration 13Q (103286.100000 sec): 3 clusters
  Score: Raw -734059.279799 + Penalty 2830.415220 = -731228.864579
  nChanged 168
		SP:Iteration 14Q (103286.200000 sec): 3 clusters
  Score: Raw -734177.008530 + Penalty 2830.415220 = -731346.593311
  nChanged 130
		SP:Iteration 15Q (103286.300000 sec): 3 clusters
  Score: Raw -734262.062925 + Penalty 2830.415220 = -731431.647705
  nChanged 100
		SP:Iteration 16Q (103286.490000 sec): 3 clusters
  Score: Raw -734322.227897 + Penalty 2830.415220 = -731491.812677
  nChanged 72
		SP:Iteration 17Q (103286.710000 sec): 3 clusters
  Score: Raw -734363.004060 + Penalty 2830.415220 = -731532.588841
  nChanged 58
		SP:Iteration 18Q (103286.860000 sec): 3 clusters
  Score: Raw -734398.887047 + Penalty 2830.415220 = -731568.471828
  nChanged 54
		SP:Iteration 19Q (103287.020000 sec): 3 clusters
  Score: Raw -734432.685797 + Penalty 2830.415220 = -731602.270578
  nChanged 35
		SP:Iteration 20F (103287.230000 sec): 3 clusters
  Score: Raw -734456.018302 + Penalty 2830.415220 = -731625.603082
  nChanged 28
		SP:Iteration 21Q (103287.400000 sec): 3 clusters
  Score: Raw -734471.661899 + Penalty 2830.415220 = -731641.246680
  nChanged 19
		SP:Iteration 22Q (103287.560000 sec): 3 clusters
  Score: Raw -734484.524306 + Penalty 2830.415220 = -731654.109086
  nChanged 12
		SP:Iteration 23Q (103287.730000 sec): 3 clusters
  Score: Raw -734495.102233 + Penalty 2830.415220 = -731664.687013
  nChanged 17
		SP:Iteration 24Q (103287.900000 sec): 3 clusters
  Score: Raw -734504.230585 + Penalty 2830.415220 = -731673.815365
  nChanged 15
		SP:Iteration 25Q (103288.090000 sec): 3 clusters
  Score: Raw -734512.342496 + Penalty 2830.415220 = -731681.927276
  nChanged 10
		SP:Iteration 26Q (103288.280000 sec): 3 clusters
  Score: Raw -734519.368861 + Penalty 2830.415220 = -731688.953642
  nChanged 5
		SP:Iteration 27Q (103288.440000 sec): 3 clusters
  Score: Raw -734522.906851 + Penalty 2830.415220 = -731692.491631
  nChanged 4
		SP:Iteration 28Q (103288.610000 sec): 3 clusters
  Score: Raw -734526.475339 + Penalty 2830.415220 = -731696.060120
  nChanged 5
		SP:Iteration 29Q (103288.780000 sec): 3 clusters
  Score: Raw -734528.375476 + Penalty 2830.415220 = -731697.960256
  nChanged 2
		SP:Iteration 30Q (103288.940000 sec): 3 clusters
  Score: Raw -734529.836707 + Penalty 2830.415220 = -731699.421487
  nChanged 1
		SP:Iteration 31Q (103289.160000 sec): 3 clusters
  Score: Raw -734530.159583 + Penalty 2830.415220 = -731699.744364
  nChanged 1
		SP:Iteration 32Q (103289.320000 sec): 3 clusters
  Score: Raw -734530.480195 + Penalty 2830.415220 = -731700.064975
  nChanged 0
		SP:Iteration 33F (103289.530000 sec): 3 clusters
  Score: Raw -734530.480195 + Penalty 2830.415220 = -731700.064975
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 39 (1191 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (103289.610000 sec): 2 clusters
  Score: Raw -142345.177144 + Penalty 1150.914143 = -141194.263002
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (103289.780000 sec): 3 clusters
  Score: Raw -141934.716489 + Penalty 2301.828285 = -139632.888204
  nChanged 347
		SP:Iteration 1F (103289.960000 sec): 3 clusters
  Score: Raw -142202.493113 + Penalty 2301.828285 = -139900.664828
  nChanged 91
		SP:Iteration 2F (103290.140000 sec): 3 clusters
  Score: Raw -142291.637540 + Penalty 2301.828285 = -139989.809255
  nChanged 49
		SP:Iteration 3Q (103290.310000 sec): 3 clusters
  Score: Raw -142334.996011 + Penalty 2301.828285 = -140033.167726
  nChanged 33
		SP:Iteration 4Q (103290.490000 sec): 3 clusters
  Score: Raw -142362.967755 + Penalty 2301.828285 = -140061.139470
  nChanged 27
		SP:Iteration 5Q (103290.660000 sec): 3 clusters
  Score: Raw -142391.478256 + Penalty 2301.828285 = -140089.649971
  nChanged 23
		SP:Iteration 6Q (103290.840000 sec): 3 clusters
  Score: Raw -142419.478788 + Penalty 2301.828285 = -140117.650503
  nChanged 19
		SP:Iteration 7Q (103291.020000 sec): 3 clusters
  Score: Raw -142433.604539 + Penalty 2301.828285 = -140131.776254
  nChanged 18
		SP:Iteration 8Q (103291.190000 sec): 3 clusters
  Score: Raw -142447.601444 + Penalty 2301.828285 = -140145.773159
  nChanged 11
		SP:Iteration 9Q (103291.370000 sec): 3 clusters
  Score: Raw -142457.650465 + Penalty 2301.828285 = -140155.822180
  nChanged 9
		SP:Iteration 10Q (103291.540000 sec): 3 clusters
  Score: Raw -142463.774126 + Penalty 2301.828285 = -140161.945841
  nChanged 7
		SP:Iteration 11Q (103291.720000 sec): 3 clusters
  Score: Raw -142468.670968 + Penalty 2301.828285 = -140166.842683
  nChanged 4
		SP:Iteration 12Q (103291.900000 sec): 3 clusters
  Score: Raw -142470.493386 + Penalty 2301.828285 = -140168.665101
  nChanged 1
		SP:Iteration 13Q (103292.070000 sec): 3 clusters
  Score: Raw -142470.802541 + Penalty 2301.828285 = -140168.974256
  nChanged 0
		SP:Iteration 14F (103292.250000 sec): 3 clusters
  Score: Raw -142470.802541 + Penalty 2301.828285 = -140168.974256
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 40 (3126 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (103292.360000 sec): 2 clusters
  Score: Raw -366893.379497 + Penalty 1307.720296 = -365585.659201
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (103292.540000 sec): 3 clusters
  Score: Raw -365459.138893 + Penalty 2615.440591 = -362843.698302
  nChanged 1169
		SP:Iteration 1F (103292.710000 sec): 3 clusters
  Score: Raw -366173.262101 + Penalty 2615.440591 = -363557.821510
  nChanged 242
		SP:Iteration 2F (103292.890000 sec): 3 clusters
  Score: Raw -366292.039515 + Penalty 2615.440591 = -363676.598924
  nChanged 140
		SP:Iteration 3Q (103293.060000 sec): 3 clusters
  Score: Raw -366363.238086 + Penalty 2615.440591 = -363747.797495
  nChanged 106
		SP:Iteration 4Q (103293.240000 sec): 3 clusters
  Score: Raw -366417.850172 + Penalty 2615.440591 = -363802.409581
  nChanged 76
		SP:Iteration 5Q (103293.420000 sec): 3 clusters
  Score: Raw -366453.126399 + Penalty 2615.440591 = -363837.685808
  nChanged 54
		SP:Iteration 6Q (103293.590000 sec): 3 clusters
  Score: Raw -366474.042260 + Penalty 2615.440591 = -363858.601669
  nChanged 41
		SP:Iteration 7Q (103293.770000 sec): 3 clusters
  Score: Raw -366490.154178 + Penalty 2615.440591 = -363874.713587
  nChanged 41
		SP:Iteration 8Q (103293.940000 sec): 3 clusters
  Score: Raw -366510.447031 + Penalty 2615.440591 = -363895.006440
  nChanged 44
		SP:Iteration 9Q (103294.120000 sec): 3 clusters
  Score: Raw -366537.131285 + Penalty 2615.440591 = -363921.690694
  nChanged 47
		SP:Iteration 10Q (103294.290000 sec): 3 clusters
  Score: Raw -366561.268778 + Penalty 2615.440591 = -363945.828187
  nChanged 30
		SP:Iteration 11Q (103294.470000 sec): 3 clusters
  Score: Raw -366572.711564 + Penalty 2615.440591 = -363957.270973
  nChanged 29
		SP:Iteration 12Q (103294.640000 sec): 3 clusters
  Score: Raw -366581.117344 + Penalty 2615.440591 = -363965.676753
  nChanged 22
		SP:Iteration 13Q (103294.820000 sec): 3 clusters
  Score: Raw -366588.817935 + Penalty 2615.440591 = -363973.377344
  nChanged 24
		SP:Iteration 14Q (103295.000000 sec): 3 clusters
  Score: Raw -366596.300483 + Penalty 2615.440591 = -363980.859892
  nChanged 22
		SP:Iteration 15Q (103295.170000 sec): 3 clusters
  Score: Raw -366602.658960 + Penalty 2615.440591 = -363987.218369
  nChanged 18
		SP:Iteration 16Q (103295.350000 sec): 3 clusters
  Score: Raw -366607.676815 + Penalty 2615.440591 = -363992.236224
  nChanged 16
		SP:Iteration 17Q (103295.520000 sec): 3 clusters
  Score: Raw -366612.167093 + Penalty 2615.440591 = -363996.726502
  nChanged 14
		SP:Iteration 18Q (103295.700000 sec): 3 clusters
  Score: Raw -366616.638513 + Penalty 2615.440591 = -364001.197922
  nChanged 12
		SP:Iteration 19Q (103295.880000 sec): 3 clusters
  Score: Raw -366621.245574 + Penalty 2615.440591 = -364005.804983
  nChanged 11
		SP:Iteration 20F (103296.050000 sec): 3 clusters
  Score: Raw -366624.536218 + Penalty 2615.440591 = -364009.095627
  nChanged 10
		SP:Iteration 21Q (103296.230000 sec): 3 clusters
  Score: Raw -366628.393144 + Penalty 2615.440591 = -364012.952553
  nChanged 14
		SP:Iteration 22Q (103296.400000 sec): 3 clusters
  Score: Raw -366634.626421 + Penalty 2615.440591 = -364019.185830
  nChanged 23
		SP:Iteration 23Q (103296.580000 sec): 3 clusters
  Score: Raw -366642.192639 + Penalty 2615.440591 = -364026.752048
  nChanged 20
		SP:Iteration 24Q (103296.760000 sec): 3 clusters
  Score: Raw -366648.303039 + Penalty 2615.440591 = -364032.862448
  nChanged 19
		SP:Iteration 25Q (103296.930000 sec): 3 clusters
  Score: Raw -366654.876698 + Penalty 2615.440591 = -364039.436107
  nChanged 22
		SP:Iteration 26Q (103297.110000 sec): 3 clusters
  Score: Raw -366665.696630 + Penalty 2615.440591 = -364050.256039
  nChanged 31
		SP:Iteration 27Q (103297.280000 sec): 3 clusters
  Score: Raw -366679.590362 + Penalty 2615.440591 = -364064.149771
  nChanged 32
		SP:Iteration 28Q (103297.460000 sec): 3 clusters
  Score: Raw -366695.654902 + Penalty 2615.440591 = -364080.214311
  nChanged 35
		SP:Iteration 29Q (103297.640000 sec): 3 clusters
  Score: Raw -366712.590926 + Penalty 2615.440591 = -364097.150335
  nChanged 36
		SP:Iteration 30Q (103297.810000 sec): 3 clusters
  Score: Raw -366728.611786 + Penalty 2615.440591 = -364113.171195
  nChanged 32
		SP:Iteration 31Q (103297.990000 sec): 3 clusters
  Score: Raw -366745.888564 + Penalty 2615.440591 = -364130.447973
  nChanged 42
		SP:Iteration 32Q (103298.160000 sec): 3 clusters
  Score: Raw -366772.964978 + Penalty 2615.440591 = -364157.524387
  nChanged 55
		SP:Iteration 33Q (103298.340000 sec): 3 clusters
  Score: Raw -366812.839921 + Penalty 2615.440591 = -364197.399330
  nChanged 67
		SP:Iteration 34Q (103298.520000 sec): 3 clusters
  Score: Raw -366856.767853 + Penalty 2615.440591 = -364241.327262
  nChanged 63
		SP:Iteration 35Q (103298.690000 sec): 3 clusters
  Score: Raw -366901.281242 + Penalty 2615.440591 = -364285.840651
  nChanged 74
		SP:Iteration 36Q (103298.870000 sec): 3 clusters
  Score: Raw -366950.531732 + Penalty 2615.440591 = -364335.091141
  nChanged 71
		SP:Iteration 37Q (103299.090000 sec): 3 clusters
  Score: Raw -367009.046294 + Penalty 2615.440591 = -364393.605703
  nChanged 89
		SP:Iteration 38Q (103299.240000 sec): 3 clusters
  Score: Raw -367083.890977 + Penalty 2615.440591 = -364468.450386
  nChanged 79
		SP:Iteration 39Q (103299.420000 sec): 3 clusters
  Score: Raw -367156.953195 + Penalty 2615.440591 = -364541.512604
  nChanged 89
		SP:Iteration 40F (103299.590000 sec): 3 clusters
  Score: Raw -367255.673418 + Penalty 2615.440591 = -364640.232827
  nChanged 100
		SP:Iteration 41Q (103299.770000 sec): 3 clusters
  Score: Raw -367380.559818 + Penalty 2615.440591 = -364765.119227
  nChanged 94
		SP:Iteration 42Q (103299.940000 sec): 3 clusters
  Score: Raw -367481.753927 + Penalty 2615.440591 = -364866.313336
  nChanged 69
		SP:Iteration 43Q (103300.120000 sec): 3 clusters
  Score: Raw -367530.101091 + Penalty 2615.440591 = -364914.660500
  nChanged 52
		SP:Iteration 44Q (103300.300000 sec): 3 clusters
  Score: Raw -367561.335710 + Penalty 2615.440591 = -364945.895119
  nChanged 32
		SP:Iteration 45Q (103300.470000 sec): 3 clusters
  Score: Raw -367581.837478 + Penalty 2615.440591 = -364966.396887
  nChanged 28
		SP:Iteration 46Q (103300.650000 sec): 3 clusters
  Score: Raw -367603.013586 + Penalty 2615.440591 = -364987.572995
  nChanged 31
		SP:Iteration 47Q (103300.820000 sec): 3 clusters
  Score: Raw -367624.851604 + Penalty 2615.440591 = -365009.411013
  nChanged 33
		SP:Iteration 48Q (103301.000000 sec): 3 clusters
  Score: Raw -367643.696640 + Penalty 2615.440591 = -365028.256049
  nChanged 21
		SP:Iteration 49Q (103301.180000 sec): 3 clusters
  Score: Raw -367654.479433 + Penalty 2615.440591 = -365039.038842
  nChanged 17
		SP:Iteration 50Q (103301.350000 sec): 3 clusters
  Score: Raw -367662.061071 + Penalty 2615.440591 = -365046.620480
  nChanged 15
		SP:Iteration 51Q (103301.530000 sec): 3 clusters
  Score: Raw -367669.487363 + Penalty 2615.440591 = -365054.046772
  nChanged 17
		SP:Iteration 52Q (103301.700000 sec): 3 clusters
  Score: Raw -367677.843167 + Penalty 2615.440591 = -365062.402576
  nChanged 15
		SP:Iteration 53Q (103301.880000 sec): 3 clusters
  Score: Raw -367688.497517 + Penalty 2615.440591 = -365073.056926
  nChanged 18
		SP:Iteration 54Q (103302.060000 sec): 3 clusters
  Score: Raw -367703.366635 + Penalty 2615.440591 = -365087.926044
  nChanged 19
		SP:Iteration 55Q (103302.230000 sec): 3 clusters
  Score: Raw -367734.293827 + Penalty 2615.440591 = -365118.853236
  nChanged 21
		SP:Iteration 56Q (103302.400000 sec): 3 clusters
  Score: Raw -367768.471312 + Penalty 2615.440591 = -365153.030721
  nChanged 23
		SP:Iteration 57Q (103302.580000 sec): 3 clusters
  Score: Raw -367798.158442 + Penalty 2615.440591 = -365182.717851
  nChanged 19
		SP:Iteration 58Q (103302.730000 sec): 3 clusters
  Score: Raw -367827.528605 + Penalty 2615.440591 = -365212.088014
  nChanged 18
		SP:Iteration 59Q (103302.910000 sec): 3 clusters
  Score: Raw -367842.454280 + Penalty 2615.440591 = -365227.013689
  nChanged 11
		SP:Iteration 60F (103303.080000 sec): 3 clusters
  Score: Raw -367849.889337 + Penalty 2615.440591 = -365234.448746
  nChanged 11
		SP:Iteration 61Q (103303.260000 sec): 3 clusters
  Score: Raw -367855.067727 + Penalty 2615.440591 = -365239.627136
  nChanged 3
		SP:Iteration 62Q (103303.440000 sec): 3 clusters
  Score: Raw -367855.810781 + Penalty 2615.440591 = -365240.370190
  nChanged 1
		SP:Iteration 63Q (103303.610000 sec): 3 clusters
  Score: Raw -367856.420217 + Penalty 2615.440591 = -365240.979626
  nChanged 3
		SP:Iteration 64Q (103303.790000 sec): 3 clusters
  Score: Raw -367857.903746 + Penalty 2615.440591 = -365242.463155
  nChanged 3
		SP:Iteration 65Q (103303.960000 sec): 3 clusters
  Score: Raw -367859.366116 + Penalty 2615.440591 = -365243.925525
  nChanged 2
		SP:Iteration 66Q (103304.140000 sec): 3 clusters
  Score: Raw -367860.122401 + Penalty 2615.440591 = -365244.681810
  nChanged 0
		SP:Iteration 67F (103304.320000 sec): 3 clusters
  Score: Raw -367860.122401 + Penalty 2615.440591 = -365244.681810
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 41 (168 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (103304.400000 sec): 2 clusters
  Score: Raw -8510.059370 + Penalty 832.644147 = -7677.415223
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (103304.580000 sec): 3 clusters
  Score: Raw -8704.988109 + Penalty 1665.288293 = -7039.699816
  nChanged 27
		SP:Iteration 1F (103304.750000 sec): 3 clusters
  Score: Raw -8857.326840 + Penalty 1665.288293 = -7192.038547
  nChanged 6
		SP:Iteration 2Q (103304.930000 sec): 3 clusters
  Score: Raw -8900.820072 + Penalty 1665.288293 = -7235.531779
  nChanged 6
		SP:Iteration 3Q (103305.110000 sec): 3 clusters
  Score: Raw -8937.365366 + Penalty 1665.288293 = -7272.077072
  nChanged 1
		SP:Iteration 4Q (103305.280000 sec): 3 clusters
  Score: Raw -8944.380069 + Penalty 1665.288293 = -7279.091776
  nChanged 1
		SP:Iteration 5Q (103305.460000 sec): 3 clusters
  Score: Raw -8947.245083 + Penalty 1665.288293 = -7281.956790
  nChanged 1
		SP:Iteration 6Q (103305.630000 sec): 3 clusters
  Score: Raw -8950.142711 + Penalty 1665.288293 = -7284.854418
  nChanged 0
		SP:Iteration 7F (103305.810000 sec): 3 clusters
  Score: Raw -8950.142711 + Penalty 1665.288293 = -7284.854418
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 42 (396 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (103305.900000 sec): 2 clusters
  Score: Raw -46476.140951 + Penalty 971.979809 = -45504.161142
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (103306.070000 sec): 3 clusters
  Score: Raw -46477.771708 + Penalty 1943.959619 = -44533.812089
  nChanged 94
		SP:Iteration 1F (103306.250000 sec): 3 clusters
  Score: Raw -46726.515187 + Penalty 1943.959619 = -44782.555569
  nChanged 36
		SP:Iteration 2F (103306.260000 sec): 3 clusters
  Score: Raw -46934.431998 + Penalty 1943.959619 = -44990.472379
  nChanged 35
		SP:Iteration 3F (103306.270000 sec): 3 clusters
  Score: Raw -47100.233118 + Penalty 1943.959619 = -45156.273499
  nChanged 18
		SP:Iteration 4Q (103306.270000 sec): 3 clusters
  Score: Raw -47189.402201 + Penalty 1943.959619 = -45245.442583
  nChanged 14
		SP:Iteration 5Q (103306.280000 sec): 3 clusters
  Score: Raw -47237.904912 + Penalty 1943.959619 = -45293.945294
  nChanged 9
		SP:Iteration 6Q (103306.290000 sec): 3 clusters
  Score: Raw -47270.219861 + Penalty 1943.959619 = -45326.260242
  nChanged 6
		SP:Iteration 7Q (103306.330000 sec): 3 clusters
  Score: Raw -47291.967822 + Penalty 1943.959619 = -45348.008203
  nChanged 2
		SP:Iteration 8Q (103306.350000 sec): 3 clusters
  Score: Raw -47294.803324 + Penalty 1943.959619 = -45350.843705
  nChanged 1
		SP:Iteration 9Q (103306.380000 sec): 3 clusters
  Score: Raw -47301.349231 + Penalty 1943.959619 = -45357.389613
  nChanged 1
		SP:Iteration 10Q (103306.410000 sec): 3 clusters
  Score: Raw -47303.973717 + Penalty 1943.959619 = -45360.014099
  nChanged 1
		SP:Iteration 11Q (103306.430000 sec): 3 clusters
  Score: Raw -47305.229438 + Penalty 1943.959619 = -45361.269820
  nChanged 1
		SP:Iteration 12Q (103306.460000 sec): 3 clusters
  Score: Raw -47306.174468 + Penalty 1943.959619 = -45362.214849
  nChanged 0
		SP:Iteration 13F (103306.490000 sec): 3 clusters
  Score: Raw -47306.174468 + Penalty 1943.959619 = -45362.214849
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 43 (1345 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (103306.550000 sec): 2 clusters
  Score: Raw -151226.343157 + Penalty 1170.674260 = -150055.668897
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (103306.630000 sec): 3 clusters
  Score: Raw -150803.441741 + Penalty 2341.348520 = -148462.093221
  nChanged 442
		SP:Iteration 1F (103306.660000 sec): 3 clusters
  Score: Raw -151210.932613 + Penalty 2341.348520 = -148869.584093
  nChanged 120
		SP:Iteration 2F (103306.890000 sec): 3 clusters
  Score: Raw -151375.307879 + Penalty 2341.348520 = -149033.959359
  nChanged 100
		SP:Iteration 3F (103307.010000 sec): 3 clusters
  Score: Raw -151546.556827 + Penalty 2341.348520 = -149205.208307
  nChanged 88
		SP:Iteration 4F (103307.190000 sec): 3 clusters
  Score: Raw -151686.389773 + Penalty 2341.348520 = -149345.041253
  nChanged 84
		SP:Iteration 5F (103307.360000 sec): 3 clusters
  Score: Raw -151837.297375 + Penalty 2341.348520 = -149495.948855
  nChanged 72
		SP:Iteration 6F (103307.540000 sec): 3 clusters
  Score: Raw -151935.027764 + Penalty 2341.348520 = -149593.679244
  nChanged 47
		SP:Iteration 7Q (103307.710000 sec): 3 clusters
  Score: Raw -151979.535406 + Penalty 2341.348520 = -149638.186886
  nChanged 28
		SP:Iteration 8Q (103307.890000 sec): 3 clusters
  Score: Raw -152020.902614 + Penalty 2341.348520 = -149679.554094
  nChanged 17
		SP:Iteration 9Q (103308.070000 sec): 3 clusters
  Score: Raw -152035.728837 + Penalty 2341.348520 = -149694.380317
  nChanged 6
		SP:Iteration 10Q (103308.240000 sec): 3 clusters
  Score: Raw -152043.073453 + Penalty 2341.348520 = -149701.724933
  nChanged 2
		SP:Iteration 11Q (103308.420000 sec): 3 clusters
  Score: Raw -152044.438872 + Penalty 2341.348520 = -149703.090352
  nChanged 0
		SP:Iteration 12F (103308.590000 sec): 3 clusters
  Score: Raw -152044.438872 + Penalty 2341.348520 = -149703.090352
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 44 (3048 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (103308.660000 sec): 2 clusters
  Score: Raw -370949.552594 + Penalty 1303.614149 = -369645.938445
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (103308.840000 sec): 3 clusters
  Score: Raw -369488.802087 + Penalty 2607.228298 = -366881.573789
  nChanged 1166
		SP:Iteration 1F (103308.900000 sec): 3 clusters
  Score: Raw -370166.597883 + Penalty 2607.228298 = -367559.369585
  nChanged 242
		SP:Iteration 2F (103308.960000 sec): 3 clusters
  Score: Raw -370321.712845 + Penalty 2607.228298 = -367714.484547
  nChanged 164
		SP:Iteration 3F (103309.010000 sec): 3 clusters
  Score: Raw -370407.960570 + Penalty 2607.228298 = -367800.732272
  nChanged 106
		SP:Iteration 4Q (103309.070000 sec): 3 clusters
  Score: Raw -370458.699239 + Penalty 2607.228298 = -367851.470941
  nChanged 74
		SP:Iteration 5Q (103309.130000 sec): 3 clusters
  Score: Raw -370492.845691 + Penalty 2607.228298 = -367885.617393
  nChanged 75
		SP:Iteration 6Q (103309.190000 sec): 3 clusters
  Score: Raw -370531.097664 + Penalty 2607.228298 = -367923.869366
  nChanged 70
		SP:Iteration 7Q (103309.250000 sec): 3 clusters
  Score: Raw -370564.818413 + Penalty 2607.228298 = -367957.590115
  nChanged 66
		SP:Iteration 8Q (103309.310000 sec): 3 clusters
  Score: Raw -370600.030756 + Penalty 2607.228298 = -367992.802458
  nChanged 68
		SP:Iteration 9Q (103309.370000 sec): 3 clusters
  Score: Raw -370635.672147 + Penalty 2607.228298 = -368028.443849
  nChanged 72
		SP:Iteration 10Q (103309.430000 sec): 3 clusters
  Score: Raw -370678.836360 + Penalty 2607.228298 = -368071.608062
  nChanged 79
		SP:Iteration 11Q (103309.490000 sec): 3 clusters
  Score: Raw -370728.253701 + Penalty 2607.228298 = -368121.025403
  nChanged 82
		SP:Iteration 12Q (103309.550000 sec): 3 clusters
  Score: Raw -370778.582390 + Penalty 2607.228298 = -368171.354092
  nChanged 72
		SP:Iteration 13Q (103309.610000 sec): 3 clusters
  Score: Raw -370821.148449 + Penalty 2607.228298 = -368213.920152
  nChanged 68
		SP:Iteration 14Q (103309.670000 sec): 3 clusters
  Score: Raw -370864.424403 + Penalty 2607.228298 = -368257.196105
  nChanged 54
		SP:Iteration 15Q (103309.730000 sec): 3 clusters
  Score: Raw -370900.139636 + Penalty 2607.228298 = -368292.911338
  nChanged 61
		SP:Iteration 16Q (103309.790000 sec): 3 clusters
  Score: Raw -370943.312996 + Penalty 2607.228298 = -368336.084698
  nChanged 53
		SP:Iteration 17Q (103309.850000 sec): 3 clusters
  Score: Raw -370981.407892 + Penalty 2607.228298 = -368374.179594
  nChanged 53
		SP:Iteration 18Q (103309.910000 sec): 3 clusters
  Score: Raw -371017.698846 + Penalty 2607.228298 = -368410.470548
  nChanged 50
		SP:Iteration 19Q (103309.970000 sec): 3 clusters
  Score: Raw -371051.465859 + Penalty 2607.228298 = -368444.237561
  nChanged 45
		SP:Iteration 20F (103310.020000 sec): 3 clusters
  Score: Raw -371075.700895 + Penalty 2607.228298 = -368468.472597
  nChanged 35
		SP:Iteration 21Q (103310.080000 sec): 3 clusters
  Score: Raw -371092.139713 + Penalty 2607.228298 = -368484.911415
  nChanged 29
		SP:Iteration 22Q (103310.140000 sec): 3 clusters
  Score: Raw -371110.784590 + Penalty 2607.228298 = -368503.556292
  nChanged 24
		SP:Iteration 23Q (103310.190000 sec): 3 clusters
  Score: Raw -371123.187253 + Penalty 2607.228298 = -368515.958955
  nChanged 23
		SP:Iteration 24Q (103310.360000 sec): 3 clusters
  Score: Raw -371135.911134 + Penalty 2607.228298 = -368528.682836
  nChanged 18
		SP:Iteration 25Q (103310.530000 sec): 3 clusters
  Score: Raw -371143.921859 + Penalty 2607.228298 = -368536.693561
  nChanged 18
		SP:Iteration 26Q (103310.710000 sec): 3 clusters
  Score: Raw -371153.751011 + Penalty 2607.228298 = -368546.522713
  nChanged 20
		SP:Iteration 27Q (103310.770000 sec): 3 clusters
  Score: Raw -371160.526391 + Penalty 2607.228298 = -368553.298093
  nChanged 10
		SP:Iteration 28Q (103310.830000 sec): 3 clusters
  Score: Raw -371167.618273 + Penalty 2607.228298 = -368560.389975
  nChanged 9
		SP:Iteration 29Q (103310.890000 sec): 3 clusters
  Score: Raw -371174.006125 + Penalty 2607.228298 = -368566.777827
  nChanged 12
		SP:Iteration 30Q (103310.950000 sec): 3 clusters
  Score: Raw -371180.524546 + Penalty 2607.228298 = -368573.296248
  nChanged 11
		SP:Iteration 31Q (103311.000000 sec): 3 clusters
  Score: Raw -371186.935781 + Penalty 2607.228298 = -368579.707483
  nChanged 14
		SP:Iteration 32Q (103311.050000 sec): 3 clusters
  Score: Raw -371195.426867 + Penalty 2607.228298 = -368588.198569
  nChanged 15
		SP:Iteration 33Q (103311.110000 sec): 3 clusters
  Score: Raw -371205.570729 + Penalty 2607.228298 = -368598.342431
  nChanged 13
		SP:Iteration 34Q (103311.170000 sec): 3 clusters
  Score: Raw -371211.417503 + Penalty 2607.228298 = -368604.189205
  nChanged 12
		SP:Iteration 35Q (103311.230000 sec): 3 clusters
  Score: Raw -371218.392504 + Penalty 2607.228298 = -368611.164206
  nChanged 10
		SP:Iteration 36Q (103311.290000 sec): 3 clusters
  Score: Raw -371225.397124 + Penalty 2607.228298 = -368618.168826
  nChanged 7
		SP:Iteration 37Q (103311.350000 sec): 3 clusters
  Score: Raw -371230.491465 + Penalty 2607.228298 = -368623.263167
  nChanged 5
		SP:Iteration 38Q (103311.400000 sec): 3 clusters
  Score: Raw -371232.371401 + Penalty 2607.228298 = -368625.143103
  nChanged 2
		SP:Iteration 39Q (103311.460000 sec): 3 clusters
  Score: Raw -371233.501364 + Penalty 2607.228298 = -368626.273066
  nChanged 3
		SP:Iteration 40F (103311.510000 sec): 3 clusters
  Score: Raw -371234.598251 + Penalty 2607.228298 = -368627.369953
  nChanged 2
		SP:Iteration 41Q (103311.570000 sec): 3 clusters
  Score: Raw -371236.793998 + Penalty 2607.228298 = -368629.565700
  nChanged 5
		SP:Iteration 42Q (103311.740000 sec): 3 clusters
  Score: Raw -371238.996399 + Penalty 2607.228298 = -368631.768102
  nChanged 2
		SP:Iteration 43Q (103311.910000 sec): 3 clusters
  Score: Raw -371240.006995 + Penalty 2607.228298 = -368632.778697
  nChanged 3
		SP:Iteration 44Q (103312.090000 sec): 3 clusters
  Score: Raw -371240.909358 + Penalty 2607.228298 = -368633.681060
  nChanged 1
		SP:Iteration 45Q (103312.270000 sec): 3 clusters
  Score: Raw -371241.215958 + Penalty 2607.228298 = -368633.987660
  nChanged 1
		SP:Iteration 46Q (103312.440000 sec): 3 clusters
  Score: Raw -371241.297981 + Penalty 2607.228298 = -368634.069683
  nChanged 0
		SP:Iteration 47F (103312.620000 sec): 3 clusters
  Score: Raw -371241.297981 + Penalty 2607.228298 = -368634.069683
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 45 (1601 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (103312.690000 sec): 2 clusters
  Score: Raw -178701.141187 + Penalty 1198.987353 = -177502.153834
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (103312.870000 sec): 3 clusters
  Score: Raw -178103.545651 + Penalty 2397.974707 = -175705.570944
  nChanged 542
		SP:Iteration 1F (103313.010000 sec): 3 clusters
  Score: Raw -178524.562665 + Penalty 2397.974707 = -176126.587959
  nChanged 133
		SP:Iteration 2F (103313.030000 sec): 3 clusters
  Score: Raw -178675.989884 + Penalty 2397.974707 = -176278.015177
  nChanged 93
		SP:Iteration 3F (103313.070000 sec): 3 clusters
  Score: Raw -178765.167311 + Penalty 2397.974707 = -176367.192605
  nChanged 56
		SP:Iteration 4Q (103313.110000 sec): 3 clusters
  Score: Raw -178818.359271 + Penalty 2397.974707 = -176420.384564
  nChanged 47
		SP:Iteration 5Q (103313.140000 sec): 3 clusters
  Score: Raw -178855.234917 + Penalty 2397.974707 = -176457.260210
  nChanged 39
		SP:Iteration 6Q (103313.170000 sec): 3 clusters
  Score: Raw -178885.077087 + Penalty 2397.974707 = -176487.102380
  nChanged 23
		SP:Iteration 7Q (103313.210000 sec): 3 clusters
  Score: Raw -178902.900142 + Penalty 2397.974707 = -176504.925435
  nChanged 19
		SP:Iteration 8Q (103313.240000 sec): 3 clusters
  Score: Raw -178916.461473 + Penalty 2397.974707 = -176518.486766
  nChanged 14
		SP:Iteration 9Q (103313.270000 sec): 3 clusters
  Score: Raw -178929.564575 + Penalty 2397.974707 = -176531.589869
  nChanged 14
		SP:Iteration 10Q (103313.310000 sec): 3 clusters
  Score: Raw -178940.995939 + Penalty 2397.974707 = -176543.021233
  nChanged 16
		SP:Iteration 11Q (103313.340000 sec): 3 clusters
  Score: Raw -178952.682675 + Penalty 2397.974707 = -176554.707968
  nChanged 11
		SP:Iteration 12Q (103313.370000 sec): 3 clusters
  Score: Raw -178960.770809 + Penalty 2397.974707 = -176562.796102
  nChanged 10
		SP:Iteration 13Q (103313.410000 sec): 3 clusters
  Score: Raw -178968.691532 + Penalty 2397.974707 = -176570.716826
  nChanged 10
		SP:Iteration 14Q (103313.440000 sec): 3 clusters
  Score: Raw -178973.642601 + Penalty 2397.974707 = -176575.667894
  nChanged 2
		SP:Iteration 15Q (103313.470000 sec): 3 clusters
  Score: Raw -178974.851014 + Penalty 2397.974707 = -176576.876307
  nChanged 5
		SP:Iteration 16Q (103313.510000 sec): 3 clusters
  Score: Raw -178977.328430 + Penalty 2397.974707 = -176579.353723
  nChanged 6
		SP:Iteration 17Q (103313.540000 sec): 3 clusters
  Score: Raw -178979.543260 + Penalty 2397.974707 = -176581.568554
  nChanged 2
		SP:Iteration 18Q (103313.570000 sec): 3 clusters
  Score: Raw -178980.831403 + Penalty 2397.974707 = -176582.856696
  nChanged 2
		SP:Iteration 19Q (103313.610000 sec): 3 clusters
  Score: Raw -178981.573282 + Penalty 2397.974707 = -176583.598575
  nChanged 1
		SP:Iteration 20F (103313.640000 sec): 3 clusters
  Score: Raw -178981.886730 + Penalty 2397.974707 = -176583.912023
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 46 (21557 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (103313.890000 sec): 2 clusters
  Score: Raw -2498530.619847 + Penalty 1621.499079 = -2496909.120768
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (103314.270000 sec): 3 clusters
  Score: Raw -2485465.922026 + Penalty 3242.998157 = -2482222.923869
  nChanged 9724
		SP:Iteration 1F (103314.570000 sec): 3 clusters
  Score: Raw -2491049.934216 + Penalty 3242.998157 = -2487806.936059
  nChanged 1191
		SP:Iteration 2F (103314.910000 sec): 3 clusters
  Score: Raw -2491578.115173 + Penalty 3242.998157 = -2488335.117016
  nChanged 1211
		SP:Iteration 3F (103315.260000 sec): 3 clusters
  Score: Raw -2492141.577631 + Penalty 3242.998157 = -2488898.579473
  nChanged 1167
		SP:Iteration 4F (103315.550000 sec): 3 clusters
  Score: Raw -2492649.369424 + Penalty 3242.998157 = -2489406.371266
  nChanged 1099
		SP:Iteration 5F (103315.890000 sec): 3 clusters
  Score: Raw -2493182.855840 + Penalty 3242.998157 = -2489939.857682
  nChanged 1140
		SP:Iteration 6F (103316.190000 sec): 3 clusters
  Score: Raw -2493745.007211 + Penalty 3242.998157 = -2490502.009053
  nChanged 1070
		SP:Iteration 7Q (103316.530000 sec): 3 clusters
  Score: Raw -2494361.015210 + Penalty 3242.998157 = -2491118.017053
  nChanged 1115
		SP:Iteration 8F (103316.830000 sec): 3 clusters
  Score: Raw -2495085.020987 + Penalty 3242.998157 = -2491842.022830
  nChanged 1122
		SP:Iteration 9F (103317.170000 sec): 3 clusters
  Score: Raw -2495866.855278 + Penalty 3242.998157 = -2492623.857120
  nChanged 1065
		SP:Iteration 10Q (103317.470000 sec): 3 clusters
  Score: Raw -2496698.136413 + Penalty 3242.998157 = -2493455.138255
  nChanged 936
		SP:Iteration 11Q (103317.810000 sec): 3 clusters
  Score: Raw -2497410.999608 + Penalty 3242.998157 = -2494168.001451
  nChanged 693
		SP:Iteration 12Q (103318.110000 sec): 3 clusters
  Score: Raw -2497934.998648 + Penalty 3242.998157 = -2494692.000490
  nChanged 477
		SP:Iteration 13Q (103318.450000 sec): 3 clusters
  Score: Raw -2498280.906730 + Penalty 3242.998157 = -2495037.908573
  nChanged 301
		SP:Iteration 14Q (103318.750000 sec): 3 clusters
  Score: Raw -2498518.693122 + Penalty 3242.998157 = -2495275.694964
  nChanged 209
		SP:Iteration 15Q (103319.040000 sec): 3 clusters
  Score: Raw -2498682.500507 + Penalty 3242.998157 = -2495439.502349
  nChanged 132
		SP:Iteration 16Q (103319.350000 sec): 3 clusters
  Score: Raw -2498791.815809 + Penalty 3242.998157 = -2495548.817651
  nChanged 107
		SP:Iteration 17Q (103319.650000 sec): 3 clusters
  Score: Raw -2498885.416446 + Penalty 3242.998157 = -2495642.418289
  nChanged 86
		SP:Iteration 18Q (103319.940000 sec): 3 clusters
  Score: Raw -2498943.987765 + Penalty 3242.998157 = -2495700.989608
  nChanged 66
		SP:Iteration 19Q (103320.240000 sec): 3 clusters
  Score: Raw -2498983.485709 + Penalty 3242.998157 = -2495740.487552
  nChanged 48
		SP:Iteration 20F (103320.540000 sec): 3 clusters
  Score: Raw -2499015.681350 + Penalty 3242.998157 = -2495772.683193
  nChanged 34
		SP:Iteration 21Q (103320.870000 sec): 3 clusters
  Score: Raw -2499033.864039 + Penalty 3242.998157 = -2495790.865882
  nChanged 23
		SP:Iteration 22Q (103321.140000 sec): 3 clusters
  Score: Raw -2499047.083945 + Penalty 3242.998157 = -2495804.085788
  nChanged 15
		SP:Iteration 23Q (103321.440000 sec): 3 clusters
  Score: Raw -2499057.237711 + Penalty 3242.998157 = -2495814.239554
  nChanged 12
		SP:Iteration 24Q (103321.740000 sec): 3 clusters
  Score: Raw -2499064.163788 + Penalty 3242.998157 = -2495821.165631
  nChanged 13
		SP:Iteration 25Q (103322.040000 sec): 3 clusters
  Score: Raw -2499070.829934 + Penalty 3242.998157 = -2495827.831777
  nChanged 8
		SP:Iteration 26Q (103322.350000 sec): 3 clusters
  Score: Raw -2499075.821949 + Penalty 3242.998157 = -2495832.823792
  nChanged 11
		SP:Iteration 27Q (103322.650000 sec): 3 clusters
  Score: Raw -2499080.008595 + Penalty 3242.998157 = -2495837.010438
  nChanged 6
		SP:Iteration 28Q (103322.960000 sec): 3 clusters
  Score: Raw -2499083.211887 + Penalty 3242.998157 = -2495840.213730
  nChanged 5
		SP:Iteration 29Q (103323.270000 sec): 3 clusters
  Score: Raw -2499085.388554 + Penalty 3242.998157 = -2495842.390397
  nChanged 5
		SP:Iteration 30Q (103323.570000 sec): 3 clusters
  Score: Raw -2499089.021160 + Penalty 3242.998157 = -2495846.023003
  nChanged 5
		SP:Iteration 31Q (103323.880000 sec): 3 clusters
  Score: Raw -2499090.218996 + Penalty 3242.998157 = -2495847.220838
  nChanged 0
		SP:Iteration 32F (103324.190000 sec): 3 clusters
  Score: Raw -2499090.218996 + Penalty 3242.998157 = -2495847.220838
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 47 (1060 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (103324.280000 sec): 2 clusters
  Score: Raw -138312.137852 + Penalty 1131.978930 = -137180.158921
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (103324.460000 sec): 3 clusters
  Score: Raw -137963.807610 + Penalty 2263.957861 = -135699.849750
  nChanged 335
		SP:Iteration 1F (103324.630000 sec): 3 clusters
  Score: Raw -138319.295983 + Penalty 2263.957861 = -136055.338122
  nChanged 97
		SP:Iteration 2F (103324.810000 sec): 3 clusters
  Score: Raw -138420.093480 + Penalty 2263.957861 = -136156.135620
  nChanged 46
		SP:Iteration 3Q (103324.990000 sec): 3 clusters
  Score: Raw -138459.458101 + Penalty 2263.957861 = -136195.500240
  nChanged 29
		SP:Iteration 4Q (103325.160000 sec): 3 clusters
  Score: Raw -138478.879565 + Penalty 2263.957861 = -136214.921705
  nChanged 19
		SP:Iteration 5Q (103325.340000 sec): 3 clusters
  Score: Raw -138495.973132 + Penalty 2263.957861 = -136232.015271
  nChanged 10
		SP:Iteration 6Q (103325.510000 sec): 3 clusters
  Score: Raw -138502.631668 + Penalty 2263.957861 = -136238.673808
  nChanged 7
		SP:Iteration 7Q (103325.690000 sec): 3 clusters
  Score: Raw -138506.681165 + Penalty 2263.957861 = -136242.723304
  nChanged 3
		SP:Iteration 8Q (103325.870000 sec): 3 clusters
  Score: Raw -138508.199154 + Penalty 2263.957861 = -136244.241293
  nChanged 4
		SP:Iteration 9Q (103326.040000 sec): 3 clusters
  Score: Raw -138511.152680 + Penalty 2263.957861 = -136247.194819
  nChanged 5
		SP:Iteration 10Q (103326.220000 sec): 3 clusters
  Score: Raw -138515.208801 + Penalty 2263.957861 = -136251.250940
  nChanged 6
		SP:Iteration 11Q (103326.390000 sec): 3 clusters
  Score: Raw -138518.037377 + Penalty 2263.957861 = -136254.079517
  nChanged 6
		SP:Iteration 12Q (103326.570000 sec): 3 clusters
  Score: Raw -138521.904553 + Penalty 2263.957861 = -136257.946693
  nChanged 5
		SP:Iteration 13Q (103326.750000 sec): 3 clusters
  Score: Raw -138526.173233 + Penalty 2263.957861 = -136262.215373
  nChanged 5
		SP:Iteration 14Q (103326.920000 sec): 3 clusters
  Score: Raw -138530.571585 + Penalty 2263.957861 = -136266.613724
  nChanged 5
		SP:Iteration 15Q (103327.100000 sec): 3 clusters
  Score: Raw -138533.349718 + Penalty 2263.957861 = -136269.391857
  nChanged 5
		SP:Iteration 16Q (103327.270000 sec): 3 clusters
  Score: Raw -138537.579436 + Penalty 2263.957861 = -136273.621575
  nChanged 8
		SP:Iteration 17Q (103327.450000 sec): 3 clusters
  Score: Raw -138543.764428 + Penalty 2263.957861 = -136279.806567
  nChanged 7
		SP:Iteration 18Q (103327.630000 sec): 3 clusters
  Score: Raw -138548.779624 + Penalty 2263.957861 = -136284.821764
  nChanged 6
		SP:Iteration 19Q (103327.800000 sec): 3 clusters
  Score: Raw -138553.904230 + Penalty 2263.957861 = -136289.946369
  nChanged 7
		SP:Iteration 20F (103327.980000 sec): 3 clusters
  Score: Raw -138560.807699 + Penalty 2263.957861 = -136296.849838
  nChanged 9
		SP:Iteration 21Q (103328.150000 sec): 3 clusters
  Score: Raw -138568.675760 + Penalty 2263.957861 = -136304.717899
  nChanged 10
		SP:Iteration 22Q (103328.330000 sec): 3 clusters
  Score: Raw -138581.127988 + Penalty 2263.957861 = -136317.170127
  nChanged 11
		SP:Iteration 23Q (103328.500000 sec): 3 clusters
  Score: Raw -138592.982877 + Penalty 2263.957861 = -136329.025016
  nChanged 12
		SP:Iteration 24Q (103328.680000 sec): 3 clusters
  Score: Raw -138610.829002 + Penalty 2263.957861 = -136346.871141
  nChanged 15
		SP:Iteration 25Q (103328.850000 sec): 3 clusters
  Score: Raw -138625.851487 + Penalty 2263.957861 = -136361.893626
  nChanged 15
		SP:Iteration 26Q (103329.030000 sec): 3 clusters
  Score: Raw -138641.840957 + Penalty 2263.957861 = -136377.883097
  nChanged 9
		SP:Iteration 27Q (103329.210000 sec): 3 clusters
  Score: Raw -138648.538637 + Penalty 2263.957861 = -136384.580776
  nChanged 4
		SP:Iteration 28Q (103329.380000 sec): 3 clusters
  Score: Raw -138651.696329 + Penalty 2263.957861 = -136387.738469
  nChanged 1
		SP:Iteration 29Q (103329.560000 sec): 3 clusters
  Score: Raw -138651.897647 + Penalty 2263.957861 = -136387.939787
  nChanged 1
		SP:Iteration 30Q (103329.730000 sec): 3 clusters
  Score: Raw -138652.121802 + Penalty 2263.957861 = -136388.163941
  nChanged 0
		SP:Iteration 31F (103329.910000 sec): 3 clusters
  Score: Raw -138652.121802 + Penalty 2263.957861 = -136388.163941
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 48 (221 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (103330.000000 sec): 2 clusters
  Score: Raw -16621.085114 + Penalty 877.201439 = -15743.883675
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (103330.170000 sec): 3 clusters
  Score: Raw -16714.528617 + Penalty 1754.402878 = -14960.125739
  nChanged 39
		SP:Iteration 1F (103330.350000 sec): 3 clusters
  Score: Raw -16835.927897 + Penalty 1754.402878 = -15081.525019
  nChanged 15
		SP:Iteration 2F (103330.530000 sec): 3 clusters
  Score: Raw -16937.566689 + Penalty 1754.402878 = -15183.163811
  nChanged 11
		SP:Iteration 3Q (103330.700000 sec): 3 clusters
  Score: Raw -17028.759227 + Penalty 1754.402878 = -15274.356349
  nChanged 11
		SP:Iteration 4Q (103330.880000 sec): 3 clusters
  Score: Raw -17149.060166 + Penalty 1754.402878 = -15394.657288
  nChanged 11
		SP:Iteration 5Q (103331.050000 sec): 3 clusters
  Score: Raw -17214.060989 + Penalty 1754.402878 = -15459.658111
  nChanged 3
		SP:Iteration 6Q (103331.230000 sec): 3 clusters
  Score: Raw -17238.669341 + Penalty 1754.402878 = -15484.266464
  nChanged 3
		SP:Iteration 7Q (103331.410000 sec): 3 clusters
  Score: Raw -17249.117073 + Penalty 1754.402878 = -15494.714195
  nChanged 1
		SP:Iteration 8Q (103331.580000 sec): 3 clusters
  Score: Raw -17251.754031 + Penalty 1754.402878 = -15497.351153
  nChanged 0
		SP:Iteration 9F (103331.760000 sec): 3 clusters
  Score: Raw -17251.754031 + Penalty 1754.402878 = -15497.351153
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 49 (17086 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (103331.950000 sec): 2 clusters
  Score: Raw -2063855.441123 + Penalty 1583.727388 = -2062271.713735
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (103332.180000 sec): 3 clusters
  Score: Raw -2053684.510024 + Penalty 3167.454775 = -2050517.055248
  nChanged 7633
		SP:Iteration 1F (103332.490000 sec): 3 clusters
  Score: Raw -2057979.412095 + Penalty 3167.454775 = -2054811.957320
  nChanged 928
		SP:Iteration 2F (103332.770000 sec): 3 clusters
  Score: Raw -2058335.503163 + Penalty 3167.454775 = -2055168.048388
  nChanged 837
		SP:Iteration 3Q (103333.110000 sec): 3 clusters
  Score: Raw -2058685.941233 + Penalty 3167.454775 = -2055518.486457
  nChanged 797
		SP:Iteration 4Q (103333.360000 sec): 3 clusters
  Score: Raw -2059024.414633 + Penalty 3167.454775 = -2055856.959858
  nChanged 735
		SP:Iteration 5Q (103333.620000 sec): 3 clusters
  Score: Raw -2059357.375271 + Penalty 3167.454775 = -2056189.920495
  nChanged 741
		SP:Iteration 6Q (103333.900000 sec): 3 clusters
  Score: Raw -2059721.931425 + Penalty 3167.454775 = -2056554.476649
  nChanged 736
		SP:Iteration 7Q (103334.240000 sec): 3 clusters
  Score: Raw -2060108.881688 + Penalty 3167.454775 = -2056941.426912
  nChanged 723
		SP:Iteration 8Q (103334.440000 sec): 3 clusters
  Score: Raw -2060487.981825 + Penalty 3167.454775 = -2057320.527050
  nChanged 690
		SP:Iteration 9Q (103334.750000 sec): 3 clusters
  Score: Raw -2060859.031348 + Penalty 3167.454775 = -2057691.576573
  nChanged 675
		SP:Iteration 10Q (103335.050000 sec): 3 clusters
  Score: Raw -2061172.500822 + Penalty 3167.454775 = -2058005.046047
  nChanged 602
		SP:Iteration 11Q (103335.350000 sec): 3 clusters
  Score: Raw -2061447.454099 + Penalty 3167.454775 = -2058279.999324
  nChanged 530
		SP:Iteration 12Q (103335.650000 sec): 3 clusters
  Score: Raw -2061693.698930 + Penalty 3167.454775 = -2058526.244155
  nChanged 534
		SP:Iteration 13Q (103335.950000 sec): 3 clusters
  Score: Raw -2061967.951667 + Penalty 3167.454775 = -2058800.496892
  nChanged 508
		SP:Iteration 14Q (103336.250000 sec): 3 clusters
  Score: Raw -2062260.347339 + Penalty 3167.454775 = -2059092.892564
  nChanged 506
		SP:Iteration 15Q (103336.550000 sec): 3 clusters
  Score: Raw -2062546.337455 + Penalty 3167.454775 = -2059378.882679
  nChanged 482
		SP:Iteration 16Q (103336.840000 sec): 3 clusters
  Score: Raw -2062827.476629 + Penalty 3167.454775 = -2059660.021854
  nChanged 494
		SP:Iteration 17Q (103337.140000 sec): 3 clusters
  Score: Raw -2063090.713607 + Penalty 3167.454775 = -2059923.258831
  nChanged 428
		SP:Iteration 18Q (103337.400000 sec): 3 clusters
  Score: Raw -2063278.450273 + Penalty 3167.454775 = -2060110.995498
  nChanged 375
		SP:Iteration 19Q (103337.700000 sec): 3 clusters
  Score: Raw -2063434.902927 + Penalty 3167.454775 = -2060267.448151
  nChanged 310
		SP:Iteration 20F (103337.990000 sec): 3 clusters
  Score: Raw -2063560.643640 + Penalty 3167.454775 = -2060393.188865
  nChanged 256
		SP:Iteration 21Q (103338.230000 sec): 3 clusters
  Score: Raw -2063648.460133 + Penalty 3167.454775 = -2060481.005358
  nChanged 219
		SP:Iteration 22Q (103338.520000 sec): 3 clusters
  Score: Raw -2063716.010934 + Penalty 3167.454775 = -2060548.556159
  nChanged 208
		SP:Iteration 23Q (103338.760000 sec): 3 clusters
  Score: Raw -2063766.394750 + Penalty 3167.454775 = -2060598.939975
  nChanged 188
		SP:Iteration 24Q (103339.040000 sec): 3 clusters
  Score: Raw -2063813.033061 + Penalty 3167.454775 = -2060645.578286
  nChanged 153
		SP:Iteration 25Q (103339.320000 sec): 3 clusters
  Score: Raw -2063852.054296 + Penalty 3167.454775 = -2060684.599520
  nChanged 146
		SP:Iteration 26Q (103339.510000 sec): 3 clusters
  Score: Raw -2063882.947699 + Penalty 3167.454775 = -2060715.492923
  nChanged 126
		SP:Iteration 27Q (103339.820000 sec): 3 clusters
  Score: Raw -2063907.172879 + Penalty 3167.454775 = -2060739.718103
  nChanged 107
		SP:Iteration 28Q (103340.080000 sec): 3 clusters
  Score: Raw -2063924.702852 + Penalty 3167.454775 = -2060757.248076
  nChanged 90
		SP:Iteration 29Q (103340.380000 sec): 3 clusters
  Score: Raw -2063941.140184 + Penalty 3167.454775 = -2060773.685409
  nChanged 95
		SP:Iteration 30Q (103340.680000 sec): 3 clusters
  Score: Raw -2063957.385652 + Penalty 3167.454775 = -2060789.930876
  nChanged 90
		SP:Iteration 31Q (103340.980000 sec): 3 clusters
  Score: Raw -2063971.076198 + Penalty 3167.454775 = -2060803.621423
  nChanged 87
		SP:Iteration 32Q (103341.290000 sec): 3 clusters
  Score: Raw -2063984.368168 + Penalty 3167.454775 = -2060816.913392
  nChanged 81
		SP:Iteration 33Q (103341.580000 sec): 3 clusters
  Score: Raw -2063995.629233 + Penalty 3167.454775 = -2060828.174457
  nChanged 68
		SP:Iteration 34Q (103341.890000 sec): 3 clusters
  Score: Raw -2064003.740951 + Penalty 3167.454775 = -2060836.286175
  nChanged 64
		SP:Iteration 35Q (103342.190000 sec): 3 clusters
  Score: Raw -2064013.248940 + Penalty 3167.454775 = -2060845.794164
  nChanged 68
		SP:Iteration 36Q (103342.490000 sec): 3 clusters
  Score: Raw -2064022.884686 + Penalty 3167.454775 = -2060855.429910
  nChanged 65
		SP:Iteration 37Q (103342.790000 sec): 3 clusters
  Score: Raw -2064031.780325 + Penalty 3167.454775 = -2060864.325550
  nChanged 78
		SP:Iteration 38Q (103343.090000 sec): 3 clusters
  Score: Raw -2064044.466971 + Penalty 3167.454775 = -2060877.012195
  nChanged 80
		SP:Iteration 39Q (103343.390000 sec): 3 clusters
  Score: Raw -2064057.636816 + Penalty 3167.454775 = -2060890.182040
  nChanged 86
		SP:Iteration 40F (103343.670000 sec): 3 clusters
  Score: Raw -2064070.383463 + Penalty 3167.454775 = -2060902.928687
  nChanged 69
		SP:Iteration 41Q (103343.940000 sec): 3 clusters
  Score: Raw -2064080.187898 + Penalty 3167.454775 = -2060912.733123
  nChanged 78
		SP:Iteration 42Q (103344.240000 sec): 3 clusters
  Score: Raw -2064091.435973 + Penalty 3167.454775 = -2060923.981198
  nChanged 83
		SP:Iteration 43Q (103344.530000 sec): 3 clusters
  Score: Raw -2064104.052351 + Penalty 3167.454775 = -2060936.597576
  nChanged 72
		SP:Iteration 44Q (103344.830000 sec): 3 clusters
  Score: Raw -2064115.602376 + Penalty 3167.454775 = -2060948.147600
  nChanged 66
		SP:Iteration 45Q (103345.130000 sec): 3 clusters
  Score: Raw -2064125.923392 + Penalty 3167.454775 = -2060958.468616
  nChanged 67
		SP:Iteration 46Q (103345.430000 sec): 3 clusters
  Score: Raw -2064136.259802 + Penalty 3167.454775 = -2060968.805026
  nChanged 72
		SP:Iteration 47Q (103345.730000 sec): 3 clusters
  Score: Raw -2064147.718586 + Penalty 3167.454775 = -2060980.263810
  nChanged 66
		SP:Iteration 48Q (103346.030000 sec): 3 clusters
  Score: Raw -2064155.819780 + Penalty 3167.454775 = -2060988.365005
  nChanged 53
		SP:Iteration 49Q (103346.330000 sec): 3 clusters
  Score: Raw -2064164.029112 + Penalty 3167.454775 = -2060996.574337
  nChanged 65
		SP:Iteration 50Q (103346.630000 sec): 3 clusters
  Score: Raw -2064174.906684 + Penalty 3167.454775 = -2061007.451909
  nChanged 64
		SP:Iteration 51Q (103346.930000 sec): 3 clusters
  Score: Raw -2064185.216745 + Penalty 3167.454775 = -2061017.761970
  nChanged 63
		SP:Iteration 52Q (103347.220000 sec): 3 clusters
  Score: Raw -2064193.557522 + Penalty 3167.454775 = -2061026.102746
  nChanged 62
		SP:Iteration 53Q (103347.450000 sec): 3 clusters
  Score: Raw -2064202.456811 + Penalty 3167.454775 = -2061035.002036
  nChanged 67
		SP:Iteration 54Q (103347.730000 sec): 3 clusters
  Score: Raw -2064212.288102 + Penalty 3167.454775 = -2061044.833327
  nChanged 63
		SP:Iteration 55Q (103348.030000 sec): 3 clusters
  Score: Raw -2064220.861958 + Penalty 3167.454775 = -2061053.407183
  nChanged 54
		SP:Iteration 56Q (103348.330000 sec): 3 clusters
  Score: Raw -2064228.919956 + Penalty 3167.454775 = -2061061.465181
  nChanged 58
		SP:Iteration 57Q (103348.630000 sec): 3 clusters
  Score: Raw -2064239.020189 + Penalty 3167.454775 = -2061071.565413
  nChanged 61
		SP:Iteration 58Q (103348.920000 sec): 3 clusters
  Score: Raw -2064249.165080 + Penalty 3167.454775 = -2061081.710305
  nChanged 55
		SP:Iteration 59Q (103349.220000 sec): 3 clusters
  Score: Raw -2064256.198647 + Penalty 3167.454775 = -2061088.743872
  nChanged 42
		SP:Iteration 60F (103349.520000 sec): 3 clusters
  Score: Raw -2064260.757946 + Penalty 3167.454775 = -2061093.303170
  nChanged 38
		SP:Iteration 61Q (103349.810000 sec): 3 clusters
  Score: Raw -2064265.760460 + Penalty 3167.454775 = -2061098.305685
  nChanged 42
		SP:Iteration 62Q (103350.120000 sec): 3 clusters
  Score: Raw -2064271.203878 + Penalty 3167.454775 = -2061103.749102
  nChanged 44
		SP:Iteration 63Q (103350.370000 sec): 3 clusters
  Score: Raw -2064277.966351 + Penalty 3167.454775 = -2061110.511576
  nChanged 55
		SP:Iteration 64Q (103350.670000 sec): 3 clusters
  Score: Raw -2064286.546530 + Penalty 3167.454775 = -2061119.091754
  nChanged 56
		SP:Iteration 65Q (103350.930000 sec): 3 clusters
  Score: Raw -2064295.065242 + Penalty 3167.454775 = -2061127.610466
  nChanged 41
		SP:Iteration 66Q (103351.230000 sec): 3 clusters
  Score: Raw -2064300.242678 + Penalty 3167.454775 = -2061132.787902
  nChanged 40
		SP:Iteration 67Q (103351.510000 sec): 3 clusters
  Score: Raw -2064305.057876 + Penalty 3167.454775 = -2061137.603100
  nChanged 44
		SP:Iteration 68Q (103351.820000 sec): 3 clusters
  Score: Raw -2064310.832148 + Penalty 3167.454775 = -2061143.377372
  nChanged 45
		SP:Iteration 69Q (103352.080000 sec): 3 clusters
  Score: Raw -2064315.976830 + Penalty 3167.454775 = -2061148.522055
  nChanged 43
		SP:Iteration 70Q (103352.380000 sec): 3 clusters
  Score: Raw -2064320.375348 + Penalty 3167.454775 = -2061152.920572
  nChanged 35
		SP:Iteration 71Q (103352.680000 sec): 3 clusters
  Score: Raw -2064323.543569 + Penalty 3167.454775 = -2061156.088793
  nChanged 34
		SP:Iteration 72Q (103352.970000 sec): 3 clusters
  Score: Raw -2064327.436983 + Penalty 3167.454775 = -2061159.982207
  nChanged 39
		SP:Iteration 73Q (103353.270000 sec): 3 clusters
  Score: Raw -2064332.041297 + Penalty 3167.454775 = -2061164.586522
  nChanged 46
		SP:Iteration 74Q (103353.460000 sec): 3 clusters
  Score: Raw -2064337.565186 + Penalty 3167.454775 = -2061170.110410
  nChanged 35
		SP:Iteration 75Q (103353.730000 sec): 3 clusters
  Score: Raw -2064340.876027 + Penalty 3167.454775 = -2061173.421252
  nChanged 27
		SP:Iteration 76Q (103353.970000 sec): 3 clusters
  Score: Raw -2064343.071917 + Penalty 3167.454775 = -2061175.617141
  nChanged 19
		SP:Iteration 77Q (103354.290000 sec): 3 clusters
  Score: Raw -2064344.422794 + Penalty 3167.454775 = -2061176.968019
  nChanged 17
		SP:Iteration 78Q (103354.550000 sec): 3 clusters
  Score: Raw -2064345.713389 + Penalty 3167.454775 = -2061178.258614
  nChanged 16
		SP:Iteration 79Q (103354.850000 sec): 3 clusters
  Score: Raw -2064347.155873 + Penalty 3167.454775 = -2061179.701097
  nChanged 15
		SP:Iteration 80F (103355.140000 sec): 3 clusters
  Score: Raw -2064348.550065 + Penalty 3167.454775 = -2061181.095290
  nChanged 17
		SP:Iteration 81Q (103355.440000 sec): 3 clusters
  Score: Raw -2064349.968673 + Penalty 3167.454775 = -2061182.513897
  nChanged 15
		SP:Iteration 82Q (103355.670000 sec): 3 clusters
  Score: Raw -2064350.855159 + Penalty 3167.454775 = -2061183.400383
  nChanged 7
		SP:Iteration 83Q (103355.990000 sec): 3 clusters
  Score: Raw -2064351.360086 + Penalty 3167.454775 = -2061183.905310
  nChanged 7
		SP:Iteration 84Q (103356.250000 sec): 3 clusters
  Score: Raw -2064352.187426 + Penalty 3167.454775 = -2061184.732650
  nChanged 11
		SP:Iteration 85Q (103356.480000 sec): 3 clusters
  Score: Raw -2064353.339696 + Penalty 3167.454775 = -2061185.884921
  nChanged 16
		SP:Iteration 86Q (103356.760000 sec): 3 clusters
  Score: Raw -2064354.647575 + Penalty 3167.454775 = -2061187.192800
  nChanged 19
		SP:Iteration 87Q (103357.050000 sec): 3 clusters
  Score: Raw -2064356.347709 + Penalty 3167.454775 = -2061188.892934
  nChanged 13
		SP:Iteration 88Q (103357.310000 sec): 3 clusters
  Score: Raw -2064357.568951 + Penalty 3167.454775 = -2061190.114175
  nChanged 9
		SP:Iteration 89Q (103357.590000 sec): 3 clusters
  Score: Raw -2064358.082492 + Penalty 3167.454775 = -2061190.627716
  nChanged 8
		SP:Iteration 90Q (103357.870000 sec): 3 clusters
  Score: Raw -2064358.525751 + Penalty 3167.454775 = -2061191.070975
  nChanged 4
		SP:Iteration 91Q (103358.170000 sec): 3 clusters
  Score: Raw -2064358.730603 + Penalty 3167.454775 = -2061191.275828
  nChanged 1
		SP:Iteration 92Q (103358.490000 sec): 3 clusters
  Score: Raw -2064358.848872 + Penalty 3167.454775 = -2061191.394097
  nChanged 3
		SP:Iteration 93Q (103358.770000 sec): 3 clusters
  Score: Raw -2064359.157399 + Penalty 3167.454775 = -2061191.702623
  nChanged 7
		SP:Iteration 94Q (103359.060000 sec): 3 clusters
  Score: Raw -2064359.532430 + Penalty 3167.454775 = -2061192.077654
  nChanged 3
		SP:Iteration 95Q (103359.360000 sec): 3 clusters
  Score: Raw -2064359.601809 + Penalty 3167.454775 = -2061192.147034
  nChanged 1
		SP:Iteration 96Q (103359.650000 sec): 3 clusters
  Score: Raw -2064359.656848 + Penalty 3167.454775 = -2061192.202072
  nChanged 1
		SP:Iteration 97Q (103359.950000 sec): 3 clusters
  Score: Raw -2064359.713913 + Penalty 3167.454775 = -2061192.259138
  nChanged 0
		SP:Iteration 98F (103360.250000 sec): 3 clusters
  Score: Raw -2064359.713913 + Penalty 3167.454775 = -2061192.259138
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 50 (521 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (103360.350000 sec): 2 clusters
  Score: Raw -63580.827223 + Penalty 1016.559382 = -62564.267841
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (103360.510000 sec): 3 clusters
  Score: Raw -63490.401500 + Penalty 2033.118764 = -61457.282737
  nChanged 123
		SP:Iteration 1F (103360.680000 sec): 3 clusters
  Score: Raw -63641.852772 + Penalty 2033.118764 = -61608.734008
  nChanged 22
		SP:Iteration 2Q (103360.850000 sec): 3 clusters
  Score: Raw -63669.274320 + Penalty 2033.118764 = -61636.155557
  nChanged 10
		SP:Iteration 3Q (103361.030000 sec): 3 clusters
  Score: Raw -63679.703071 + Penalty 2033.118764 = -61646.584308
  nChanged 4
		SP:Iteration 4Q (103361.210000 sec): 3 clusters
  Score: Raw -63684.279824 + Penalty 2033.118764 = -61651.161060
  nChanged 2
		SP:Iteration 5Q (103361.380000 sec): 3 clusters
  Score: Raw -63687.449499 + Penalty 2033.118764 = -61654.330735
  nChanged 1
		SP:Iteration 6Q (103361.560000 sec): 3 clusters
  Score: Raw -63688.579927 + Penalty 2033.118764 = -61655.461163
  nChanged 0
		SP:Iteration 7F (103361.730000 sec): 3 clusters
  Score: Raw -63688.579927 + Penalty 2033.118764 = -61655.461163
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 51 (13000 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (103361.910000 sec): 2 clusters
  Score: Raw -1649012.724812 + Penalty 1539.314503 = -1647473.410308
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (103362.150000 sec): 3 clusters
  Score: Raw -1641379.767780 + Penalty 3078.629007 = -1638301.138773
  nChanged 5743
		SP:Iteration 1F (103362.330000 sec): 3 clusters
  Score: Raw -1644460.900783 + Penalty 3078.629007 = -1641382.271776
  nChanged 666
		SP:Iteration 2F (103362.560000 sec): 3 clusters
  Score: Raw -1644707.289635 + Penalty 3078.629007 = -1641628.660628
  nChanged 573
		SP:Iteration 3Q (103362.850000 sec): 3 clusters
  Score: Raw -1644913.648447 + Penalty 3078.629007 = -1641835.019441
  nChanged 519
		SP:Iteration 4Q (103363.140000 sec): 3 clusters
  Score: Raw -1645108.657644 + Penalty 3078.629007 = -1642030.028637
  nChanged 546
		SP:Iteration 5Q (103363.430000 sec): 3 clusters
  Score: Raw -1645367.306485 + Penalty 3078.629007 = -1642288.677478
  nChanged 676
		SP:Iteration 6F (103363.720000 sec): 3 clusters
  Score: Raw -1645743.008581 + Penalty 3078.629007 = -1642664.379574
  nChanged 792
		SP:Iteration 7F (103363.960000 sec): 3 clusters
  Score: Raw -1646301.022831 + Penalty 3078.629007 = -1643222.393824
  nChanged 886
		SP:Iteration 8F (103364.210000 sec): 3 clusters
  Score: Raw -1647009.330259 + Penalty 3078.629007 = -1643930.701252
  nChanged 818
		SP:Iteration 9F (103364.370000 sec): 3 clusters
  Score: Raw -1647743.645201 + Penalty 3078.629007 = -1644665.016195
  nChanged 656
		SP:Iteration 10F (103364.620000 sec): 3 clusters
  Score: Raw -1648365.286408 + Penalty 3078.629007 = -1645286.657401
  nChanged 416
		SP:Iteration 11Q (103364.910000 sec): 3 clusters
  Score: Raw -1648787.642092 + Penalty 3078.629007 = -1645709.013085
  nChanged 194
		SP:Iteration 12Q (103365.150000 sec): 3 clusters
  Score: Raw -1648997.879379 + Penalty 3078.629007 = -1645919.250372
  nChanged 87
		SP:Iteration 13Q (103365.440000 sec): 3 clusters
  Score: Raw -1649116.507263 + Penalty 3078.629007 = -1646037.878256
  nChanged 33
		SP:Iteration 14Q (103365.690000 sec): 3 clusters
  Score: Raw -1649162.485607 + Penalty 3078.629007 = -1646083.856601
  nChanged 13
		SP:Iteration 15Q (103365.980000 sec): 3 clusters
  Score: Raw -1649178.905191 + Penalty 3078.629007 = -1646100.276184
  nChanged 4
		SP:Iteration 16Q (103366.220000 sec): 3 clusters
  Score: Raw -1649183.681483 + Penalty 3078.629007 = -1646105.052476
  nChanged 3
		SP:Iteration 17Q (103366.510000 sec): 3 clusters
  Score: Raw -1649187.591325 + Penalty 3078.629007 = -1646108.962318
  nChanged 0
		SP:Iteration 18F (103366.750000 sec): 3 clusters
  Score: Raw -1649187.591325 + Penalty 3078.629007 = -1646108.962318
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 52 (163 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (103366.810000 sec): 2 clusters
  Score: Raw -13033.355266 + Penalty 827.734408 = -12205.620859
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (103366.990000 sec): 3 clusters
  Score: Raw -13202.955966 + Penalty 1655.468815 = -11547.487151
  nChanged 25
		SP:Iteration 1F (103367.160000 sec): 3 clusters
  Score: Raw -13377.609595 + Penalty 1655.468815 = -11722.140779
  nChanged 14
		SP:Iteration 2F (103367.340000 sec): 3 clusters
  Score: Raw -13565.829247 + Penalty 1655.468815 = -11910.360431
  nChanged 8
		SP:Iteration 3Q (103367.510000 sec): 3 clusters
  Score: Raw -13658.034998 + Penalty 1655.468815 = -12002.566183
  nChanged 7
		SP:Iteration 4Q (103367.690000 sec): 3 clusters
  Score: Raw -13741.661753 + Penalty 1655.468815 = -12086.192938
  nChanged 4
		SP:Iteration 5Q (103367.870000 sec): 3 clusters
  Score: Raw -13828.771435 + Penalty 1655.468815 = -12173.302620
  nChanged 0
		SP:Iteration 6F (103368.030000 sec): 3 clusters
  Score: Raw -13829.921241 + Penalty 1655.468815 = -12174.452426
  nChanged 1
		SP:Iteration 7Q (103368.190000 sec): 3 clusters
  Score: Raw -13838.845942 + Penalty 1655.468815 = -12183.377127
  nChanged 0
		SP:Iteration 8F (103368.360000 sec): 3 clusters
  Score: Raw -13838.845942 + Penalty 1655.468815 = -12183.377127
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 53 (316 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (103368.440000 sec): 2 clusters
  Score: Raw -35788.906157 + Penalty 935.308110 = -34853.598047
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (103368.610000 sec): 3 clusters
  Score: Raw -35800.893618 + Penalty 1870.616219 = -33930.277398
  nChanged 64
		SP:Iteration 1F (103368.770000 sec): 3 clusters
  Score: Raw -35957.168783 + Penalty 1870.616219 = -34086.552564
  nChanged 17
		SP:Iteration 2F (103368.930000 sec): 3 clusters
  Score: Raw -35999.889569 + Penalty 1870.616219 = -34129.273350
  nChanged 4
		SP:Iteration 3Q (103369.100000 sec): 3 clusters
  Score: Raw -36008.352679 + Penalty 1870.616219 = -34137.736460
  nChanged 1
		SP:Iteration 4Q (103369.260000 sec): 3 clusters
  Score: Raw -36010.324950 + Penalty 1870.616219 = -34139.708730
  nChanged 1
		SP:Iteration 5Q (103369.420000 sec): 3 clusters
  Score: Raw -36011.234938 + Penalty 1870.616219 = -34140.618719
  nChanged 0
		SP:Iteration 6F (103369.590000 sec): 3 clusters
  Score: Raw -36011.234938 + Penalty 1870.616219 = -34140.618719
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 54 (2249 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (103369.660000 sec): 2 clusters
  Score: Raw -251727.837557 + Penalty 1254.214155 = -250473.623402
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (103369.840000 sec): 3 clusters
  Score: Raw -250740.763165 + Penalty 2508.428309 = -248232.334856
  nChanged 825
		SP:Iteration 1F (103370.020000 sec): 3 clusters
  Score: Raw -251360.821347 + Penalty 2508.428309 = -248852.393038
  nChanged 203
		SP:Iteration 2F (103370.190000 sec): 3 clusters
  Score: Raw -251534.674848 + Penalty 2508.428309 = -249026.246538
  nChanged 129
		SP:Iteration 3F (103370.360000 sec): 3 clusters
  Score: Raw -251657.359014 + Penalty 2508.428309 = -249148.930705
  nChanged 117
		SP:Iteration 4F (103370.540000 sec): 3 clusters
  Score: Raw -251816.365084 + Penalty 2508.428309 = -249307.936774
  nChanged 101
		SP:Iteration 5Q (103370.720000 sec): 3 clusters
  Score: Raw -251912.199361 + Penalty 2508.428309 = -249403.771052
  nChanged 78
		SP:Iteration 6Q (103370.890000 sec): 3 clusters
  Score: Raw -251983.070515 + Penalty 2508.428309 = -249474.642206
  nChanged 70
		SP:Iteration 7Q (103371.070000 sec): 3 clusters
  Score: Raw -252050.423693 + Penalty 2508.428309 = -249541.995383
  nChanged 64
		SP:Iteration 8Q (103371.240000 sec): 3 clusters
  Score: Raw -252104.355557 + Penalty 2508.428309 = -249595.927248
  nChanged 60
		SP:Iteration 9Q (103371.420000 sec): 3 clusters
  Score: Raw -252149.172971 + Penalty 2508.428309 = -249640.744661
  nChanged 59
		SP:Iteration 10Q (103371.600000 sec): 3 clusters
  Score: Raw -252190.785567 + Penalty 2508.428309 = -249682.357257
  nChanged 48
		SP:Iteration 11Q (103371.770000 sec): 3 clusters
  Score: Raw -252229.332499 + Penalty 2508.428309 = -249720.904189
  nChanged 46
		SP:Iteration 12Q (103371.950000 sec): 3 clusters
  Score: Raw -252277.220672 + Penalty 2508.428309 = -249768.792362
  nChanged 46
		SP:Iteration 13Q (103372.120000 sec): 3 clusters
  Score: Raw -252318.733872 + Penalty 2508.428309 = -249810.305562
  nChanged 37
		SP:Iteration 14Q (103372.300000 sec): 3 clusters
  Score: Raw -252346.327378 + Penalty 2508.428309 = -249837.899069
  nChanged 34
		SP:Iteration 15Q (103372.480000 sec): 3 clusters
  Score: Raw -252370.314980 + Penalty 2508.428309 = -249861.886671
  nChanged 23
		SP:Iteration 16Q (103372.650000 sec): 3 clusters
  Score: Raw -252387.076213 + Penalty 2508.428309 = -249878.647904
  nChanged 20
		SP:Iteration 17Q (103372.830000 sec): 3 clusters
  Score: Raw -252407.309895 + Penalty 2508.428309 = -249898.881586
  nChanged 30
		SP:Iteration 18Q (103373.000000 sec): 3 clusters
  Score: Raw -252448.807468 + Penalty 2508.428309 = -249940.379159
  nChanged 42
		SP:Iteration 19Q (103373.180000 sec): 3 clusters
  Score: Raw -252510.422595 + Penalty 2508.428309 = -250001.994286
  nChanged 49
		SP:Iteration 20F (103373.360000 sec): 3 clusters
  Score: Raw -252594.432192 + Penalty 2508.428309 = -250086.003883
  nChanged 43
		SP:Iteration 21Q (103373.530000 sec): 3 clusters
  Score: Raw -252655.012427 + Penalty 2508.428309 = -250146.584118
  nChanged 41
		SP:Iteration 22Q (103373.710000 sec): 3 clusters
  Score: Raw -252686.872338 + Penalty 2508.428309 = -250178.444028
  nChanged 26
		SP:Iteration 23Q (103373.880000 sec): 3 clusters
  Score: Raw -252703.027520 + Penalty 2508.428309 = -250194.599211
  nChanged 20
		SP:Iteration 24Q (103374.060000 sec): 3 clusters
  Score: Raw -252713.454570 + Penalty 2508.428309 = -250205.026261
  nChanged 13
		SP:Iteration 25Q (103374.240000 sec): 3 clusters
  Score: Raw -252720.888986 + Penalty 2508.428309 = -250212.460676
  nChanged 11
		SP:Iteration 26Q (103374.410000 sec): 3 clusters
  Score: Raw -252729.349809 + Penalty 2508.428309 = -250220.921500
  nChanged 10
		SP:Iteration 27Q (103374.590000 sec): 3 clusters
  Score: Raw -252736.875190 + Penalty 2508.428309 = -250228.446881
  nChanged 8
		SP:Iteration 28Q (103374.760000 sec): 3 clusters
  Score: Raw -252741.089664 + Penalty 2508.428309 = -250232.661355
  nChanged 4
		SP:Iteration 29Q (103374.940000 sec): 3 clusters
  Score: Raw -252743.043760 + Penalty 2508.428309 = -250234.615451
  nChanged 4
		SP:Iteration 30Q (103375.120000 sec): 3 clusters
  Score: Raw -252744.373580 + Penalty 2508.428309 = -250235.945271
  nChanged 2
		SP:Iteration 31Q (103375.290000 sec): 3 clusters
  Score: Raw -252745.047519 + Penalty 2508.428309 = -250236.619210
  nChanged 0
		SP:Iteration 32F (103375.460000 sec): 3 clusters
  Score: Raw -252745.047519 + Penalty 2508.428309 = -250236.619210
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 55 (8157 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (103375.570000 sec): 2 clusters
  Score: Raw -980378.141159 + Penalty 1463.577657 = -978914.563502
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (103375.790000 sec): 3 clusters
  Score: Raw -975893.029817 + Penalty 2927.155313 = -972965.874503
  nChanged 3441
		SP:Iteration 1F (103375.990000 sec): 3 clusters
  Score: Raw -977725.225205 + Penalty 2927.155313 = -974798.069892
  nChanged 520
		SP:Iteration 2F (103376.180000 sec): 3 clusters
  Score: Raw -977952.362215 + Penalty 2927.155313 = -975025.206901
  nChanged 434
		SP:Iteration 3F (103376.370000 sec): 3 clusters
  Score: Raw -978112.659183 + Penalty 2927.155313 = -975185.503869
  nChanged 339
		SP:Iteration 4Q (103376.570000 sec): 3 clusters
  Score: Raw -978213.363158 + Penalty 2927.155313 = -975286.207845
  nChanged 242
		SP:Iteration 5Q (103376.770000 sec): 3 clusters
  Score: Raw -978278.082525 + Penalty 2927.155313 = -975350.927211
  nChanged 191
		SP:Iteration 6Q (103376.960000 sec): 3 clusters
  Score: Raw -978330.566989 + Penalty 2927.155313 = -975403.411676
  nChanged 171
		SP:Iteration 7Q (103377.150000 sec): 3 clusters
  Score: Raw -978375.201389 + Penalty 2927.155313 = -975448.046075
  nChanged 157
		SP:Iteration 8Q (103377.350000 sec): 3 clusters
  Score: Raw -978421.176183 + Penalty 2927.155313 = -975494.020869
  nChanged 157
		SP:Iteration 9Q (103377.550000 sec): 3 clusters
  Score: Raw -978466.897620 + Penalty 2927.155313 = -975539.742307
  nChanged 152
		SP:Iteration 10Q (103377.740000 sec): 3 clusters
  Score: Raw -978509.670498 + Penalty 2927.155313 = -975582.515185
  nChanged 150
		SP:Iteration 11Q (103377.940000 sec): 3 clusters
  Score: Raw -978552.280038 + Penalty 2927.155313 = -975625.124724
  nChanged 148
		SP:Iteration 12Q (103378.130000 sec): 3 clusters
  Score: Raw -978591.326502 + Penalty 2927.155313 = -975664.171189
  nChanged 126
		SP:Iteration 13Q (103378.330000 sec): 3 clusters
  Score: Raw -978624.045309 + Penalty 2927.155313 = -975696.889996
  nChanged 128
		SP:Iteration 14Q (103378.530000 sec): 3 clusters
  Score: Raw -978664.330588 + Penalty 2927.155313 = -975737.175275
  nChanged 139
		SP:Iteration 15Q (103378.770000 sec): 3 clusters
  Score: Raw -978708.035643 + Penalty 2927.155313 = -975780.880329
  nChanged 150
		SP:Iteration 16Q (103378.950000 sec): 3 clusters
  Score: Raw -978757.502470 + Penalty 2927.155313 = -975830.347157
  nChanged 156
		SP:Iteration 17Q (103379.150000 sec): 3 clusters
  Score: Raw -978815.800182 + Penalty 2927.155313 = -975888.644869
  nChanged 169
		SP:Iteration 18Q (103379.280000 sec): 3 clusters
  Score: Raw -978873.887079 + Penalty 2927.155313 = -975946.731765
  nChanged 198
		SP:Iteration 19Q (103379.400000 sec): 3 clusters
  Score: Raw -978950.080292 + Penalty 2927.155313 = -976022.924979
  nChanged 201
		SP:Iteration 20F (103379.610000 sec): 3 clusters
  Score: Raw -979048.218317 + Penalty 2927.155313 = -976121.063003
  nChanged 215
		SP:Iteration 21Q (103379.830000 sec): 3 clusters
  Score: Raw -979155.859339 + Penalty 2927.155313 = -976228.704026
  nChanged 246
		SP:Iteration 22Q (103380.010000 sec): 3 clusters
  Score: Raw -979278.380977 + Penalty 2927.155313 = -976351.225663
  nChanged 258
		SP:Iteration 23Q (103380.130000 sec): 3 clusters
  Score: Raw -979418.358388 + Penalty 2927.155313 = -976491.203074
  nChanged 250
		SP:Iteration 24Q (103380.270000 sec): 3 clusters
  Score: Raw -979526.056530 + Penalty 2927.155313 = -976598.901216
  nChanged 180
		SP:Iteration 25Q (103380.490000 sec): 3 clusters
  Score: Raw -979602.112128 + Penalty 2927.155313 = -976674.956815
  nChanged 181
		SP:Iteration 26Q (103380.680000 sec): 3 clusters
  Score: Raw -979671.506324 + Penalty 2927.155313 = -976744.351011
  nChanged 162
		SP:Iteration 27Q (103380.880000 sec): 3 clusters
  Score: Raw -979731.102998 + Penalty 2927.155313 = -976803.947685
  nChanged 165
		SP:Iteration 28Q (103381.070000 sec): 3 clusters
  Score: Raw -979791.356846 + Penalty 2927.155313 = -976864.201533
  nChanged 140
		SP:Iteration 29Q (103381.270000 sec): 3 clusters
  Score: Raw -979841.309995 + Penalty 2927.155313 = -976914.154681
  nChanged 130
		SP:Iteration 30Q (103381.510000 sec): 3 clusters
  Score: Raw -979884.083170 + Penalty 2927.155313 = -976956.927856
  nChanged 105
		SP:Iteration 31Q (103381.710000 sec): 3 clusters
  Score: Raw -979917.569385 + Penalty 2927.155313 = -976990.414072
  nChanged 97
		SP:Iteration 32Q (103381.910000 sec): 3 clusters
  Score: Raw -979949.545981 + Penalty 2927.155313 = -977022.390668
  nChanged 93
		SP:Iteration 33Q (103382.100000 sec): 3 clusters
  Score: Raw -979980.798276 + Penalty 2927.155313 = -977053.642962
  nChanged 100
		SP:Iteration 34Q (103382.300000 sec): 3 clusters
  Score: Raw -980013.649983 + Penalty 2927.155313 = -977086.494670
  nChanged 100
		SP:Iteration 35Q (103382.490000 sec): 3 clusters
  Score: Raw -980039.212144 + Penalty 2927.155313 = -977112.056830
  nChanged 68
		SP:Iteration 36Q (103382.690000 sec): 3 clusters
  Score: Raw -980055.775763 + Penalty 2927.155313 = -977128.620450
  nChanged 61
		SP:Iteration 37Q (103382.890000 sec): 3 clusters
  Score: Raw -980067.958445 + Penalty 2927.155313 = -977140.803132
  nChanged 42
		SP:Iteration 38Q (103383.090000 sec): 3 clusters
  Score: Raw -980080.208936 + Penalty 2927.155313 = -977153.053623
  nChanged 48
		SP:Iteration 39Q (103383.280000 sec): 3 clusters
  Score: Raw -980091.371170 + Penalty 2927.155313 = -977164.215857
  nChanged 44
		SP:Iteration 40F (103383.480000 sec): 3 clusters
  Score: Raw -980099.743268 + Penalty 2927.155313 = -977172.587954
  nChanged 32
		SP:Iteration 41Q (103383.670000 sec): 3 clusters
  Score: Raw -980105.321328 + Penalty 2927.155313 = -977178.166015
  nChanged 31
		SP:Iteration 42Q (103383.870000 sec): 3 clusters
  Score: Raw -980111.205366 + Penalty 2927.155313 = -977184.050052
  nChanged 32
		SP:Iteration 43Q (103384.030000 sec): 3 clusters
  Score: Raw -980116.819945 + Penalty 2927.155313 = -977189.664632
  nChanged 23
		SP:Iteration 44Q (103384.150000 sec): 3 clusters
  Score: Raw -980122.272554 + Penalty 2927.155313 = -977195.117240
  nChanged 27
		SP:Iteration 45Q (103384.380000 sec): 3 clusters
  Score: Raw -980126.294661 + Penalty 2927.155313 = -977199.139347
  nChanged 22
		SP:Iteration 46Q (103384.590000 sec): 3 clusters
  Score: Raw -980129.569089 + Penalty 2927.155313 = -977202.413776
  nChanged 22
		SP:Iteration 47Q (103384.780000 sec): 3 clusters
  Score: Raw -980133.503257 + Penalty 2927.155313 = -977206.347944
  nChanged 21
		SP:Iteration 48Q (103384.970000 sec): 3 clusters
  Score: Raw -980136.201318 + Penalty 2927.155313 = -977209.046005
  nChanged 12
		SP:Iteration 49Q (103385.180000 sec): 3 clusters
  Score: Raw -980138.115259 + Penalty 2927.155313 = -977210.959945
  nChanged 10
		SP:Iteration 50Q (103385.370000 sec): 3 clusters
  Score: Raw -980139.805266 + Penalty 2927.155313 = -977212.649953
  nChanged 14
		SP:Iteration 51Q (103385.560000 sec): 3 clusters
  Score: Raw -980142.292865 + Penalty 2927.155313 = -977215.137551
  nChanged 11
		SP:Iteration 52Q (103385.760000 sec): 3 clusters
  Score: Raw -980144.123036 + Penalty 2927.155313 = -977216.967723
  nChanged 10
		SP:Iteration 53Q (103385.960000 sec): 3 clusters
  Score: Raw -980145.527847 + Penalty 2927.155313 = -977218.372534
  nChanged 8
		SP:Iteration 54Q (103386.150000 sec): 3 clusters
  Score: Raw -980146.364292 + Penalty 2927.155313 = -977219.208979
  nChanged 6
		SP:Iteration 55Q (103386.350000 sec): 3 clusters
  Score: Raw -980147.299176 + Penalty 2927.155313 = -977220.143863
  nChanged 10
		SP:Iteration 56Q (103386.540000 sec): 3 clusters
  Score: Raw -980148.542715 + Penalty 2927.155313 = -977221.387402
  nChanged 8
		SP:Iteration 57Q (103386.740000 sec): 3 clusters
  Score: Raw -980149.442957 + Penalty 2927.155313 = -977222.287643
  nChanged 8
		SP:Iteration 58Q (103386.930000 sec): 3 clusters
  Score: Raw -980150.765008 + Penalty 2927.155313 = -977223.609695
  nChanged 10
		SP:Iteration 59Q (103387.170000 sec): 3 clusters
  Score: Raw -980152.269888 + Penalty 2927.155313 = -977225.114574
  nChanged 9
		SP:Iteration 60F (103387.360000 sec): 3 clusters
  Score: Raw -980153.444802 + Penalty 2927.155313 = -977226.289489
  nChanged 4
		SP:Iteration 61Q (103387.560000 sec): 3 clusters
  Score: Raw -980153.852873 + Penalty 2927.155313 = -977226.697560
  nChanged 7
		SP:Iteration 62Q (103387.750000 sec): 3 clusters
  Score: Raw -980154.515862 + Penalty 2927.155313 = -977227.360548
  nChanged 4
		SP:Iteration 63Q (103387.940000 sec): 3 clusters
  Score: Raw -980154.960400 + Penalty 2927.155313 = -977227.805086
  nChanged 4
		SP:Iteration 64Q (103388.140000 sec): 3 clusters
  Score: Raw -980155.342973 + Penalty 2927.155313 = -977228.187659
  nChanged 4
		SP:Iteration 65Q (103388.340000 sec): 3 clusters
  Score: Raw -980155.702917 + Penalty 2927.155313 = -977228.547603
  nChanged 5
		SP:Iteration 66Q (103388.530000 sec): 3 clusters
  Score: Raw -980156.705806 + Penalty 2927.155313 = -977229.550492
  nChanged 7
		SP:Iteration 67Q (103388.720000 sec): 3 clusters
  Score: Raw -980158.105026 + Penalty 2927.155313 = -977230.949713
  nChanged 10
		SP:Iteration 68Q (103388.920000 sec): 3 clusters
  Score: Raw -980160.395889 + Penalty 2927.155313 = -977233.240576
  nChanged 16
		SP:Iteration 69Q (103389.110000 sec): 3 clusters
  Score: Raw -980162.486001 + Penalty 2927.155313 = -977235.330688
  nChanged 14
		SP:Iteration 70Q (103389.310000 sec): 3 clusters
  Score: Raw -980164.434897 + Penalty 2927.155313 = -977237.279584
  nChanged 11
		SP:Iteration 71Q (103389.500000 sec): 3 clusters
  Score: Raw -980165.946867 + Penalty 2927.155313 = -977238.791554
  nChanged 11
		SP:Iteration 72Q (103389.700000 sec): 3 clusters
  Score: Raw -980168.428148 + Penalty 2927.155313 = -977241.272834
  nChanged 16
		SP:Iteration 73Q (103389.890000 sec): 3 clusters
  Score: Raw -980171.436167 + Penalty 2927.155313 = -977244.280854
  nChanged 15
		SP:Iteration 74Q (103390.080000 sec): 3 clusters
  Score: Raw -980173.658153 + Penalty 2927.155313 = -977246.502840
  nChanged 15
		SP:Iteration 75Q (103390.280000 sec): 3 clusters
  Score: Raw -980175.738968 + Penalty 2927.155313 = -977248.583655
  nChanged 14
		SP:Iteration 76Q (103390.480000 sec): 3 clusters
  Score: Raw -980177.972779 + Penalty 2927.155313 = -977250.817465
  nChanged 16
		SP:Iteration 77Q (103390.670000 sec): 3 clusters
  Score: Raw -980181.027407 + Penalty 2927.155313 = -977253.872094
  nChanged 25
		SP:Iteration 78Q (103390.860000 sec): 3 clusters
  Score: Raw -980185.491335 + Penalty 2927.155313 = -977258.336022
  nChanged 20
		SP:Iteration 79Q (103391.060000 sec): 3 clusters
  Score: Raw -980188.542027 + Penalty 2927.155313 = -977261.386714
  nChanged 14
		SP:Iteration 80F (103391.260000 sec): 3 clusters
  Score: Raw -980190.776441 + Penalty 2927.155313 = -977263.621128
  nChanged 13
		SP:Iteration 81Q (103391.500000 sec): 3 clusters
  Score: Raw -980192.800492 + Penalty 2927.155313 = -977265.645178
  nChanged 10
		SP:Iteration 82Q (103391.660000 sec): 3 clusters
  Score: Raw -980194.295384 + Penalty 2927.155313 = -977267.140071
  nChanged 12
		SP:Iteration 83Q (103391.860000 sec): 3 clusters
  Score: Raw -980196.195154 + Penalty 2927.155313 = -977269.039840
  nChanged 10
		SP:Iteration 84Q (103392.060000 sec): 3 clusters
  Score: Raw -980197.863609 + Penalty 2927.155313 = -977270.708295
  nChanged 10
		SP:Iteration 85Q (103392.250000 sec): 3 clusters
  Score: Raw -980199.540557 + Penalty 2927.155313 = -977272.385243
  nChanged 11
		SP:Iteration 86Q (103392.450000 sec): 3 clusters
  Score: Raw -980201.184364 + Penalty 2927.155313 = -977274.029051
  nChanged 13
		SP:Iteration 87Q (103392.650000 sec): 3 clusters
  Score: Raw -980203.245286 + Penalty 2927.155313 = -977276.089973
  nChanged 19
		SP:Iteration 88Q (103392.840000 sec): 3 clusters
  Score: Raw -980207.062417 + Penalty 2927.155313 = -977279.907103
  nChanged 15
		SP:Iteration 89Q (103393.040000 sec): 3 clusters
  Score: Raw -980209.985724 + Penalty 2927.155313 = -977282.830411
  nChanged 13
		SP:Iteration 90Q (103393.240000 sec): 3 clusters
  Score: Raw -980212.390805 + Penalty 2927.155313 = -977285.235492
  nChanged 16
		SP:Iteration 91Q (103393.430000 sec): 3 clusters
  Score: Raw -980214.502871 + Penalty 2927.155313 = -977287.347558
  nChanged 9
		SP:Iteration 92Q (103393.630000 sec): 3 clusters
  Score: Raw -980215.911175 + Penalty 2927.155313 = -977288.755862
  nChanged 6
		SP:Iteration 93Q (103393.830000 sec): 3 clusters
  Score: Raw -980216.910764 + Penalty 2927.155313 = -977289.755450
  nChanged 10
		SP:Iteration 94Q (103394.020000 sec): 3 clusters
  Score: Raw -980218.827412 + Penalty 2927.155313 = -977291.672098
  nChanged 13
		SP:Iteration 95Q (103394.220000 sec): 3 clusters
  Score: Raw -980221.287382 + Penalty 2927.155313 = -977294.132069
  nChanged 10
		SP:Iteration 96Q (103394.420000 sec): 3 clusters
  Score: Raw -980223.632293 + Penalty 2927.155313 = -977296.476979
  nChanged 15
		SP:Iteration 97Q (103394.610000 sec): 3 clusters
  Score: Raw -980225.902258 + Penalty 2927.155313 = -977298.746945
  nChanged 10
		SP:Iteration 98Q (103394.810000 sec): 3 clusters
  Score: Raw -980227.501710 + Penalty 2927.155313 = -977300.346396
  nChanged 12
		SP:Iteration 99Q (103395.010000 sec): 3 clusters
  Score: Raw -980228.882474 + Penalty 2927.155313 = -977301.727160
  nChanged 12
		SP:Iteration 100F (103395.200000 sec): 3 clusters
  Score: Raw -980230.771427 + Penalty 2927.155313 = -977303.616113
  nChanged 8
		SP:Iteration 101Q (103395.400000 sec): 3 clusters
  Score: Raw -980232.086456 + Penalty 2927.155313 = -977304.931142
  nChanged 14
		SP:Iteration 102Q (103395.600000 sec): 3 clusters
  Score: Raw -980234.472277 + Penalty 2927.155313 = -977307.316963
  nChanged 13
		SP:Iteration 103Q (103395.790000 sec): 3 clusters
  Score: Raw -980236.523593 + Penalty 2927.155313 = -977309.368280
  nChanged 6
		SP:Iteration 104Q (103395.990000 sec): 3 clusters
  Score: Raw -980237.464089 + Penalty 2927.155313 = -977310.308776
  nChanged 5
		SP:Iteration 105Q (103396.180000 sec): 3 clusters
  Score: Raw -980237.909080 + Penalty 2927.155313 = -977310.753767
  nChanged 4
		SP:Iteration 106Q (103396.380000 sec): 3 clusters
  Score: Raw -980238.290449 + Penalty 2927.155313 = -977311.135136
  nChanged 7
		SP:Iteration 107Q (103396.580000 sec): 3 clusters
  Score: Raw -980238.994850 + Penalty 2927.155313 = -977311.839537
  nChanged 5
		SP:Iteration 108Q (103396.770000 sec): 3 clusters
  Score: Raw -980239.380907 + Penalty 2927.155313 = -977312.225594
  nChanged 5
		SP:Iteration 109Q (103396.970000 sec): 3 clusters
  Score: Raw -980240.071020 + Penalty 2927.155313 = -977312.915707
  nChanged 9
		SP:Iteration 110Q (103397.160000 sec): 3 clusters
  Score: Raw -980241.430187 + Penalty 2927.155313 = -977314.274874
  nChanged 6
		SP:Iteration 111Q (103397.360000 sec): 3 clusters
  Score: Raw -980242.405733 + Penalty 2927.155313 = -977315.250420
  nChanged 5
		SP:Iteration 112Q (103397.560000 sec): 3 clusters
  Score: Raw -980243.162862 + Penalty 2927.155313 = -977316.007549
  nChanged 4
		SP:Iteration 113Q (103397.760000 sec): 3 clusters
  Score: Raw -980243.972952 + Penalty 2927.155313 = -977316.817639
  nChanged 5
		SP:Iteration 114Q (103397.950000 sec): 3 clusters
  Score: Raw -980244.558980 + Penalty 2927.155313 = -977317.403667
  nChanged 7
		SP:Iteration 115Q (103398.150000 sec): 3 clusters
  Score: Raw -980245.656607 + Penalty 2927.155313 = -977318.501294
  nChanged 8
		SP:Iteration 116Q (103398.350000 sec): 3 clusters
  Score: Raw -980246.721082 + Penalty 2927.155313 = -977319.565769
  nChanged 9
		SP:Iteration 117Q (103398.540000 sec): 3 clusters
  Score: Raw -980247.849144 + Penalty 2927.155313 = -977320.693830
  nChanged 6
		SP:Iteration 118Q (103398.740000 sec): 3 clusters
  Score: Raw -980248.775012 + Penalty 2927.155313 = -977321.619699
  nChanged 9
		SP:Iteration 119Q (103398.940000 sec): 3 clusters
  Score: Raw -980250.621586 + Penalty 2927.155313 = -977323.466273
  nChanged 10
		SP:Iteration 120F (103399.130000 sec): 3 clusters
  Score: Raw -980251.947298 + Penalty 2927.155313 = -977324.791985
  nChanged 7
		SP:Iteration 121Q (103399.330000 sec): 3 clusters
  Score: Raw -980252.713168 + Penalty 2927.155313 = -977325.557854
  nChanged 8
		SP:Iteration 122Q (103399.520000 sec): 3 clusters
  Score: Raw -980253.860329 + Penalty 2927.155313 = -977326.705016
  nChanged 7
		SP:Iteration 123Q (103399.720000 sec): 3 clusters
  Score: Raw -980254.387701 + Penalty 2927.155313 = -977327.232387
  nChanged 4
		SP:Iteration 124Q (103399.920000 sec): 3 clusters
  Score: Raw -980254.928015 + Penalty 2927.155313 = -977327.772702
  nChanged 4
		SP:Iteration 125Q (103400.120000 sec): 3 clusters
  Score: Raw -980255.249895 + Penalty 2927.155313 = -977328.094582
  nChanged 2
		SP:Iteration 126Q (103400.310000 sec): 3 clusters
  Score: Raw -980255.368444 + Penalty 2927.155313 = -977328.213130
  nChanged 2
		SP:Iteration 127Q (103400.510000 sec): 3 clusters
  Score: Raw -980256.324959 + Penalty 2927.155313 = -977329.169646
  nChanged 5
		SP:Iteration 128Q (103400.710000 sec): 3 clusters
  Score: Raw -980257.275912 + Penalty 2927.155313 = -977330.120599
  nChanged 10
		SP:Iteration 129Q (103400.900000 sec): 3 clusters
  Score: Raw -980258.624717 + Penalty 2927.155313 = -977331.469404
  nChanged 7
		SP:Iteration 130Q (103401.090000 sec): 3 clusters
  Score: Raw -980259.539564 + Penalty 2927.155313 = -977332.384251
  nChanged 6
		SP:Iteration 131Q (103401.290000 sec): 3 clusters
  Score: Raw -980260.221149 + Penalty 2927.155313 = -977333.065836
  nChanged 5
		SP:Iteration 132Q (103401.490000 sec): 3 clusters
  Score: Raw -980260.753284 + Penalty 2927.155313 = -977333.597971
  nChanged 4
		SP:Iteration 133Q (103401.680000 sec): 3 clusters
  Score: Raw -980261.299520 + Penalty 2927.155313 = -977334.144207
  nChanged 5
		SP:Iteration 134Q (103401.880000 sec): 3 clusters
  Score: Raw -980261.793751 + Penalty 2927.155313 = -977334.638438
  nChanged 6
		SP:Iteration 135Q (103402.070000 sec): 3 clusters
  Score: Raw -980262.873789 + Penalty 2927.155313 = -977335.718476
  nChanged 4
		SP:Iteration 136Q (103402.270000 sec): 3 clusters
  Score: Raw -980263.688174 + Penalty 2927.155313 = -977336.532861
  nChanged 2
		SP:Iteration 137Q (103402.470000 sec): 3 clusters
  Score: Raw -980263.966368 + Penalty 2927.155313 = -977336.811055
  nChanged 3
		SP:Iteration 138Q (103402.660000 sec): 3 clusters
  Score: Raw -980264.509109 + Penalty 2927.155313 = -977337.353796
  nChanged 4
		SP:Iteration 139Q (103402.860000 sec): 3 clusters
  Score: Raw -980265.241960 + Penalty 2927.155313 = -977338.086646
  nChanged 5
		SP:Iteration 140F (103403.050000 sec): 3 clusters
  Score: Raw -980265.917890 + Penalty 2927.155313 = -977338.762576
  nChanged 2
		SP:Iteration 141Q (103403.250000 sec): 3 clusters
  Score: Raw -980266.463353 + Penalty 2927.155313 = -977339.308040
  nChanged 5
		SP:Iteration 142Q (103403.450000 sec): 3 clusters
  Score: Raw -980267.616038 + Penalty 2927.155313 = -977340.460725
  nChanged 6
		SP:Iteration 143Q (103403.690000 sec): 3 clusters
  Score: Raw -980268.451846 + Penalty 2927.155313 = -977341.296533
  nChanged 5
		SP:Iteration 144Q (103403.840000 sec): 3 clusters
  Score: Raw -980269.427158 + Penalty 2927.155313 = -977342.271844
  nChanged 9
		SP:Iteration 145Q (103403.970000 sec): 3 clusters
  Score: Raw -980271.793751 + Penalty 2927.155313 = -977344.638438
  nChanged 18
		SP:Iteration 146Q (103404.100000 sec): 3 clusters
  Score: Raw -980275.682569 + Penalty 2927.155313 = -977348.527255
  nChanged 24
		SP:Iteration 147Q (103404.360000 sec): 3 clusters
  Score: Raw -980281.051187 + Penalty 2927.155313 = -977353.895873
  nChanged 22
		SP:Iteration 148Q (103404.520000 sec): 3 clusters
  Score: Raw -980285.775680 + Penalty 2927.155313 = -977358.620366
  nChanged 24
		SP:Iteration 149Q (103404.710000 sec): 3 clusters
  Score: Raw -980293.190014 + Penalty 2927.155313 = -977366.034701
  nChanged 34
		SP:Iteration 150Q (103404.900000 sec): 3 clusters
  Score: Raw -980302.084493 + Penalty 2927.155313 = -977374.929180
  nChanged 31
		SP:Iteration 151Q (103405.100000 sec): 3 clusters
  Score: Raw -980311.714571 + Penalty 2927.155313 = -977384.559258
  nChanged 35
		SP:Iteration 152Q (103405.290000 sec): 3 clusters
  Score: Raw -980323.628098 + Penalty 2927.155313 = -977396.472785
  nChanged 54
		SP:Iteration 153Q (103405.490000 sec): 3 clusters
  Score: Raw -980343.923261 + Penalty 2927.155313 = -977416.767948
  nChanged 50
		SP:Iteration 154Q (103405.680000 sec): 3 clusters
  Score: Raw -980356.666342 + Penalty 2927.155313 = -977429.511029
  nChanged 35
		SP:Iteration 155Q (103405.880000 sec): 3 clusters
  Score: Raw -980363.305071 + Penalty 2927.155313 = -977436.149758
  nChanged 35
		SP:Iteration 156Q (103406.070000 sec): 3 clusters
  Score: Raw -980370.904134 + Penalty 2927.155313 = -977443.748821
  nChanged 36
		SP:Iteration 157Q (103406.270000 sec): 3 clusters
  Score: Raw -980378.647961 + Penalty 2927.155313 = -977451.492647
  nChanged 37
		SP:Iteration 158Q (103406.470000 sec): 3 clusters
  Score: Raw -980388.224237 + Penalty 2927.155313 = -977461.068924
  nChanged 34
		SP:Iteration 159Q (103406.660000 sec): 3 clusters
  Score: Raw -980396.838654 + Penalty 2927.155313 = -977469.683340
  nChanged 33
		SP:Iteration 160F (103406.850000 sec): 3 clusters
  Score: Raw -980403.530801 + Penalty 2927.155313 = -977476.375488
  nChanged 19
		SP:Iteration 161Q (103407.020000 sec): 3 clusters
  Score: Raw -980407.959169 + Penalty 2927.155313 = -977480.803856
  nChanged 30
		SP:Iteration 162Q (103407.140000 sec): 3 clusters
  Score: Raw -980415.062713 + Penalty 2927.155313 = -977487.907399
  nChanged 25
		SP:Iteration 163Q (103407.370000 sec): 3 clusters
  Score: Raw -980421.881475 + Penalty 2927.155313 = -977494.726161
  nChanged 33
		SP:Iteration 164Q (103407.530000 sec): 3 clusters
  Score: Raw -980429.620646 + Penalty 2927.155313 = -977502.465333
  nChanged 31
		SP:Iteration 165Q (103407.720000 sec): 3 clusters
  Score: Raw -980435.481085 + Penalty 2927.155313 = -977508.325772
  nChanged 25
		SP:Iteration 166Q (103407.910000 sec): 3 clusters
  Score: Raw -980440.928759 + Penalty 2927.155313 = -977513.773445
  nChanged 23
		SP:Iteration 167Q (103408.110000 sec): 3 clusters
  Score: Raw -980446.688623 + Penalty 2927.155313 = -977519.533310
  nChanged 26
		SP:Iteration 168Q (103408.300000 sec): 3 clusters
  Score: Raw -980454.858390 + Penalty 2927.155313 = -977527.703076
  nChanged 26
		SP:Iteration 169Q (103408.500000 sec): 3 clusters
  Score: Raw -980461.845661 + Penalty 2927.155313 = -977534.690348
  nChanged 27
		SP:Iteration 170Q (103408.690000 sec): 3 clusters
  Score: Raw -980470.699067 + Penalty 2927.155313 = -977543.543754
  nChanged 29
		SP:Iteration 171Q (103408.890000 sec): 3 clusters
  Score: Raw -980479.512597 + Penalty 2927.155313 = -977552.357283
  nChanged 34
		SP:Iteration 172Q (103409.080000 sec): 3 clusters
  Score: Raw -980488.383972 + Penalty 2927.155313 = -977561.228658
  nChanged 27
		SP:Iteration 173Q (103409.270000 sec): 3 clusters
  Score: Raw -980495.028761 + Penalty 2927.155313 = -977567.873447
  nChanged 24
		SP:Iteration 174Q (103409.390000 sec): 3 clusters
  Score: Raw -980500.420432 + Penalty 2927.155313 = -977573.265119
  nChanged 24
		SP:Iteration 175Q (103409.590000 sec): 3 clusters
  Score: Raw -980505.837981 + Penalty 2927.155313 = -977578.682668
  nChanged 19
		SP:Iteration 176Q (103409.780000 sec): 3 clusters
  Score: Raw -980510.320730 + Penalty 2927.155313 = -977583.165417
  nChanged 22
		SP:Iteration 177Q (103409.980000 sec): 3 clusters
  Score: Raw -980515.253762 + Penalty 2927.155313 = -977588.098449
  nChanged 12
		SP:Iteration 178Q (103410.180000 sec): 3 clusters
  Score: Raw -980517.283848 + Penalty 2927.155313 = -977590.128534
  nChanged 10
		SP:Iteration 179Q (103410.370000 sec): 3 clusters
  Score: Raw -980518.612688 + Penalty 2927.155313 = -977591.457375
  nChanged 10
		SP:Iteration 180F (103410.560000 sec): 3 clusters
  Score: Raw -980520.655591 + Penalty 2927.155313 = -977593.500277
  nChanged 12
		SP:Iteration 181Q (103410.760000 sec): 3 clusters
  Score: Raw -980523.875989 + Penalty 2927.155313 = -977596.720675
  nChanged 10
		SP:Iteration 182Q (103410.960000 sec): 3 clusters
  Score: Raw -980526.163276 + Penalty 2927.155313 = -977599.007963
  nChanged 9
		SP:Iteration 183Q (103411.160000 sec): 3 clusters
  Score: Raw -980527.750481 + Penalty 2927.155313 = -977600.595168
  nChanged 8
		SP:Iteration 184Q (103411.350000 sec): 3 clusters
  Score: Raw -980529.366127 + Penalty 2927.155313 = -977602.210814
  nChanged 5
		SP:Iteration 185Q (103411.540000 sec): 3 clusters
  Score: Raw -980530.322624 + Penalty 2927.155313 = -977603.167311
  nChanged 6
		SP:Iteration 186Q (103411.740000 sec): 3 clusters
  Score: Raw -980532.121218 + Penalty 2927.155313 = -977604.965905
  nChanged 9
		SP:Iteration 187Q (103411.940000 sec): 3 clusters
  Score: Raw -980535.150587 + Penalty 2927.155313 = -977607.995274
  nChanged 8
		SP:Iteration 188Q (103412.130000 sec): 3 clusters
  Score: Raw -980537.846961 + Penalty 2927.155313 = -977610.691648
  nChanged 9
		SP:Iteration 189Q (103412.320000 sec): 3 clusters
  Score: Raw -980540.106363 + Penalty 2927.155313 = -977612.951050
  nChanged 10
		SP:Iteration 190Q (103412.560000 sec): 3 clusters
  Score: Raw -980542.976632 + Penalty 2927.155313 = -977615.821318
  nChanged 12
		SP:Iteration 191Q (103412.760000 sec): 3 clusters
  Score: Raw -980545.634348 + Penalty 2927.155313 = -977618.479035
  nChanged 13
		SP:Iteration 192Q (103412.960000 sec): 3 clusters
  Score: Raw -980548.902940 + Penalty 2927.155313 = -977621.747626
  nChanged 11
		SP:Iteration 193Q (103413.160000 sec): 3 clusters
  Score: Raw -980553.057142 + Penalty 2927.155313 = -977625.901828
  nChanged 17
		SP:Iteration 194Q (103413.350000 sec): 3 clusters
  Score: Raw -980559.303678 + Penalty 2927.155313 = -977632.148365
  nChanged 25
		SP:Iteration 195Q (103413.550000 sec): 3 clusters
  Score: Raw -980566.250906 + Penalty 2927.155313 = -977639.095593
  nChanged 20
		SP:Iteration 196Q (103413.740000 sec): 3 clusters
  Score: Raw -980571.095723 + Penalty 2927.155313 = -977643.940410
  nChanged 10
		SP:Iteration 197Q (103413.940000 sec): 3 clusters
  Score: Raw -980573.852084 + Penalty 2927.155313 = -977646.696771
  nChanged 6
		SP:Iteration 198Q (103414.130000 sec): 3 clusters
  Score: Raw -980575.102024 + Penalty 2927.155313 = -977647.946711
  nChanged 5
		SP:Iteration 199Q (103414.320000 sec): 3 clusters
  Score: Raw -980576.137431 + Penalty 2927.155313 = -977648.982118
  nChanged 6
		SP:Iteration 200F (103414.520000 sec): 3 clusters
  Score: Raw -980577.885933 + Penalty 2927.155313 = -977650.730619
  nChanged 9
		SP:Iteration 201Q (103414.710000 sec): 3 clusters
  Score: Raw -980580.335756 + Penalty 2927.155313 = -977653.180443
  nChanged 6
		SP:Iteration 202Q (103414.900000 sec): 3 clusters
  Score: Raw -980581.964714 + Penalty 2927.155313 = -977654.809400
  nChanged 4
		SP:Iteration 203Q (103415.100000 sec): 3 clusters
  Score: Raw -980582.816793 + Penalty 2927.155313 = -977655.661479
  nChanged 5
		SP:Iteration 204Q (103415.300000 sec): 3 clusters
  Score: Raw -980583.874960 + Penalty 2927.155313 = -977656.719646
  nChanged 6
		SP:Iteration 205Q (103415.490000 sec): 3 clusters
  Score: Raw -980585.808931 + Penalty 2927.155313 = -977658.653618
  nChanged 7
		SP:Iteration 206Q (103415.670000 sec): 3 clusters
  Score: Raw -980587.972845 + Penalty 2927.155313 = -977660.817532
  nChanged 4
		SP:Iteration 207Q (103415.870000 sec): 3 clusters
  Score: Raw -980588.479633 + Penalty 2927.155313 = -977661.324320
  nChanged 3
		SP:Iteration 208Q (103416.060000 sec): 3 clusters
  Score: Raw -980589.033058 + Penalty 2927.155313 = -977661.877745
  nChanged 2
		SP:Iteration 209Q (103416.260000 sec): 3 clusters
  Score: Raw -980589.254140 + Penalty 2927.155313 = -977662.098827
  nChanged 2
		SP:Iteration 210Q (103416.460000 sec): 3 clusters
  Score: Raw -980589.615786 + Penalty 2927.155313 = -977662.460473
  nChanged 3
		SP:Iteration 211Q (103416.650000 sec): 3 clusters
  Score: Raw -980590.049095 + Penalty 2927.155313 = -977662.893781
  nChanged 1
		SP:Iteration 212Q (103416.790000 sec): 3 clusters
  Score: Raw -980590.107530 + Penalty 2927.155313 = -977662.952216
  nChanged 0
		SP:Iteration 213F (103417.000000 sec): 3 clusters
  Score: Raw -980590.107530 + Penalty 2927.155313 = -977662.952216
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 56 (106 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (103417.080000 sec): 2 clusters
  Score: Raw -6400.435949 + Penalty 757.808853 = -5642.627096
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (103417.260000 sec): 3 clusters
  Score: Raw -6616.655388 + Penalty 1515.617706 = -5101.037683
  nChanged 11
		SP:Iteration 1F (103417.480000 sec): 3 clusters
  Score: Raw -6688.671266 + Penalty 1515.617706 = -5173.053560
  nChanged 2
		SP:Iteration 2Q (103417.660000 sec): 3 clusters
  Score: Raw -6719.946231 + Penalty 1515.617706 = -5204.328525
  nChanged 1
		SP:Iteration 3Q (103417.830000 sec): 3 clusters
  Score: Raw -6727.719268 + Penalty 1515.617706 = -5212.101562
  nChanged 0
		SP:Iteration 4F (103418.010000 sec): 3 clusters
  Score: Raw -6727.719268 + Penalty 1515.617706 = -5212.101562
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 57 (4047 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (103418.100000 sec): 2 clusters
  Score: Raw -492508.681269 + Penalty 1349.681311 = -491158.999958
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (103418.270000 sec): 3 clusters
  Score: Raw -490479.401498 + Penalty 2699.362622 = -487780.038875
  nChanged 1592
		SP:Iteration 1F (103418.440000 sec): 3 clusters
  Score: Raw -491410.082527 + Penalty 2699.362622 = -488710.719905
  nChanged 321
		SP:Iteration 2F (103418.620000 sec): 3 clusters
  Score: Raw -491610.387105 + Penalty 2699.362622 = -488911.024483
  nChanged 250
		SP:Iteration 3F (103418.800000 sec): 3 clusters
  Score: Raw -491746.559743 + Penalty 2699.362622 = -489047.197121
  nChanged 180
		SP:Iteration 4Q (103418.970000 sec): 3 clusters
  Score: Raw -491847.386305 + Penalty 2699.362622 = -489148.023683
  nChanged 151
		SP:Iteration 5Q (103419.150000 sec): 3 clusters
  Score: Raw -491929.799354 + Penalty 2699.362622 = -489230.436732
  nChanged 143
		SP:Iteration 6Q (103419.320000 sec): 3 clusters
  Score: Raw -492004.099644 + Penalty 2699.362622 = -489304.737022
  nChanged 113
		SP:Iteration 7Q (103419.500000 sec): 3 clusters
  Score: Raw -492054.827316 + Penalty 2699.362622 = -489355.464694
  nChanged 89
		SP:Iteration 8Q (103419.670000 sec): 3 clusters
  Score: Raw -492095.364260 + Penalty 2699.362622 = -489396.001638
  nChanged 74
		SP:Iteration 9Q (103419.850000 sec): 3 clusters
  Score: Raw -492132.592138 + Penalty 2699.362622 = -489433.229516
  nChanged 72
		SP:Iteration 10Q (103420.020000 sec): 3 clusters
  Score: Raw -492163.667959 + Penalty 2699.362622 = -489464.305337
  nChanged 65
		SP:Iteration 11Q (103420.200000 sec): 3 clusters
  Score: Raw -492197.773627 + Penalty 2699.362622 = -489498.411005
  nChanged 76
		SP:Iteration 12Q (103420.380000 sec): 3 clusters
  Score: Raw -492231.675608 + Penalty 2699.362622 = -489532.312986
  nChanged 55
		SP:Iteration 13Q (103420.550000 sec): 3 clusters
  Score: Raw -492261.883144 + Penalty 2699.362622 = -489562.520522
  nChanged 57
		SP:Iteration 14Q (103420.730000 sec): 3 clusters
  Score: Raw -492293.831628 + Penalty 2699.362622 = -489594.469006
  nChanged 56
		SP:Iteration 15Q (103420.900000 sec): 3 clusters
  Score: Raw -492325.289006 + Penalty 2699.362622 = -489625.926384
  nChanged 49
		SP:Iteration 16Q (103420.980000 sec): 3 clusters
  Score: Raw -492352.984105 + Penalty 2699.362622 = -489653.621483
  nChanged 51
		SP:Iteration 17Q (103421.060000 sec): 3 clusters
  Score: Raw -492380.780360 + Penalty 2699.362622 = -489681.417738
  nChanged 49
		SP:Iteration 18Q (103421.140000 sec): 3 clusters
  Score: Raw -492406.350744 + Penalty 2699.362622 = -489706.988122
  nChanged 44
		SP:Iteration 19Q (103421.210000 sec): 3 clusters
  Score: Raw -492426.155357 + Penalty 2699.362622 = -489726.792735
  nChanged 39
		SP:Iteration 20F (103421.280000 sec): 3 clusters
  Score: Raw -492447.098437 + Penalty 2699.362622 = -489747.735815
  nChanged 29
		SP:Iteration 21Q (103421.360000 sec): 3 clusters
  Score: Raw -492461.648047 + Penalty 2699.362622 = -489762.285424
  nChanged 29
		SP:Iteration 22Q (103421.440000 sec): 3 clusters
  Score: Raw -492476.949740 + Penalty 2699.362622 = -489777.587118
  nChanged 25
		SP:Iteration 23Q (103421.510000 sec): 3 clusters
  Score: Raw -492489.203700 + Penalty 2699.362622 = -489789.841078
  nChanged 21
		SP:Iteration 24Q (103421.590000 sec): 3 clusters
  Score: Raw -492497.910084 + Penalty 2699.362622 = -489798.547462
  nChanged 17
		SP:Iteration 25Q (103421.660000 sec): 3 clusters
  Score: Raw -492506.556669 + Penalty 2699.362622 = -489807.194047
  nChanged 20
		SP:Iteration 26Q (103421.840000 sec): 3 clusters
  Score: Raw -492517.918014 + Penalty 2699.362622 = -489818.555392
  nChanged 18
		SP:Iteration 27Q (103422.020000 sec): 3 clusters
  Score: Raw -492525.723211 + Penalty 2699.362622 = -489826.360588
  nChanged 16
		SP:Iteration 28Q (103422.170000 sec): 3 clusters
  Score: Raw -492531.327388 + Penalty 2699.362622 = -489831.964766
  nChanged 8
		SP:Iteration 29Q (103422.250000 sec): 3 clusters
  Score: Raw -492534.722202 + Penalty 2699.362622 = -489835.359580
  nChanged 5
		SP:Iteration 30Q (103422.330000 sec): 3 clusters
  Score: Raw -492536.372313 + Penalty 2699.362622 = -489837.009691
  nChanged 5
		SP:Iteration 31Q (103422.400000 sec): 3 clusters
  Score: Raw -492538.494235 + Penalty 2699.362622 = -489839.131613
  nChanged 5
		SP:Iteration 32Q (103422.480000 sec): 3 clusters
  Score: Raw -492540.358367 + Penalty 2699.362622 = -489840.995745
  nChanged 6
		SP:Iteration 33Q (103422.560000 sec): 3 clusters
  Score: Raw -492542.837387 + Penalty 2699.362622 = -489843.474764
  nChanged 4
		SP:Iteration 34Q (103422.640000 sec): 3 clusters
  Score: Raw -492544.053678 + Penalty 2699.362622 = -489844.691056
  nChanged 3
		SP:Iteration 35Q (103422.710000 sec): 3 clusters
  Score: Raw -492545.558502 + Penalty 2699.362622 = -489846.195880
  nChanged 4
		SP:Iteration 36Q (103422.780000 sec): 3 clusters
  Score: Raw -492546.871100 + Penalty 2699.362622 = -489847.508478
  nChanged 3
		SP:Iteration 37Q (103422.860000 sec): 3 clusters
  Score: Raw -492548.095992 + Penalty 2699.362622 = -489848.733370
  nChanged 2
		SP:Iteration 38Q (103422.940000 sec): 3 clusters
  Score: Raw -492548.951874 + Penalty 2699.362622 = -489849.589252
  nChanged 4
		SP:Iteration 39Q (103423.000000 sec): 3 clusters
  Score: Raw -492550.629600 + Penalty 2699.362622 = -489851.266978
  nChanged 3
		SP:Iteration 40F (103423.160000 sec): 3 clusters
  Score: Raw -492551.914603 + Penalty 2699.362622 = -489852.551981
  nChanged 5
		SP:Iteration 41Q (103423.240000 sec): 3 clusters
  Score: Raw -492553.697236 + Penalty 2699.362622 = -489854.334614
  nChanged 4
		SP:Iteration 42Q (103423.310000 sec): 3 clusters
  Score: Raw -492555.211479 + Penalty 2699.362622 = -489855.848857
  nChanged 3
		SP:Iteration 43Q (103423.380000 sec): 3 clusters
  Score: Raw -492556.300626 + Penalty 2699.362622 = -489856.938004
  nChanged 1
		SP:Iteration 44Q (103423.460000 sec): 3 clusters
  Score: Raw -492556.721950 + Penalty 2699.362622 = -489857.359328
  nChanged 0
		SP:Iteration 45F (103423.530000 sec): 3 clusters
  Score: Raw -492556.721950 + Penalty 2699.362622 = -489857.359328
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 58 (257 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (103423.570000 sec): 2 clusters
  Score: Raw -22476.450863 + Penalty 901.724864 = -21574.726000
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (103423.580000 sec): 3 clusters
  Score: Raw -22525.307253 + Penalty 1803.449728 = -20721.857526
  nChanged 40
		SP:Iteration 1F (103423.590000 sec): 3 clusters
  Score: Raw -22599.243793 + Penalty 1803.449728 = -20795.794066
  nChanged 9
		SP:Iteration 2Q (103423.600000 sec): 3 clusters
  Score: Raw -22628.800265 + Penalty 1803.449728 = -20825.350538
  nChanged 10
		SP:Iteration 3Q (103423.600000 sec): 3 clusters
  Score: Raw -22659.860336 + Penalty 1803.449728 = -20856.410608
  nChanged 3
		SP:Iteration 4Q (103423.610000 sec): 3 clusters
  Score: Raw -22662.669864 + Penalty 1803.449728 = -20859.220136
  nChanged 1
		SP:Iteration 5Q (103423.620000 sec): 3 clusters
  Score: Raw -22669.800571 + Penalty 1803.449728 = -20866.350843
  nChanged 2
		SP:Iteration 6Q (103423.630000 sec): 3 clusters
  Score: Raw -22673.266777 + Penalty 1803.449728 = -20869.817049
  nChanged 4
		SP:Iteration 7Q (103423.640000 sec): 3 clusters
  Score: Raw -22685.162401 + Penalty 1803.449728 = -20881.712673
  nChanged 3
		SP:Iteration 8Q (103423.640000 sec): 3 clusters
  Score: Raw -22695.389190 + Penalty 1803.449728 = -20891.939463
  nChanged 3
		SP:Iteration 9Q (103423.650000 sec): 3 clusters
  Score: Raw -22700.660313 + Penalty 1803.449728 = -20897.210585
  nChanged 1
		SP:Iteration 10Q (103423.660000 sec): 3 clusters
  Score: Raw -22705.839372 + Penalty 1803.449728 = -20902.389645
  nChanged 0
		SP:Iteration 11F (103423.670000 sec): 3 clusters
  Score: Raw -22705.839372 + Penalty 1803.449728 = -20902.389645
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 59 (264 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (103423.700000 sec): 2 clusters
  Score: Raw -13260.876950 + Penalty 906.091729 = -12354.785221
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (103423.710000 sec): 3 clusters
  Score: Raw -13527.805127 + Penalty 1812.183459 = -11715.621669
  nChanged 72
		SP:Iteration 1F (103423.720000 sec): 3 clusters
  Score: Raw -14037.668560 + Penalty 1812.183459 = -12225.485102
  nChanged 18
		SP:Iteration 2F (103423.720000 sec): 3 clusters
  Score: Raw -14242.917870 + Penalty 1812.183459 = -12430.734412
  nChanged 9
		SP:Iteration 3Q (103423.730000 sec): 3 clusters
  Score: Raw -14382.367483 + Penalty 1812.183459 = -12570.184024
  nChanged 5
		SP:Iteration 4Q (103423.740000 sec): 3 clusters
  Score: Raw -14436.515762 + Penalty 1812.183459 = -12624.332303
  nChanged 2
		SP:Iteration 5Q (103423.740000 sec): 3 clusters
  Score: Raw -14456.283777 + Penalty 1812.183459 = -12644.100319
  nChanged 1
		SP:Iteration 6Q (103423.750000 sec): 3 clusters
  Score: Raw -14468.464844 + Penalty 1812.183459 = -12656.281385
  nChanged 1
		SP:Iteration 7Q (103423.760000 sec): 3 clusters
  Score: Raw -14479.184214 + Penalty 1812.183459 = -12667.000756
  nChanged 1
		SP:Iteration 8Q (103423.770000 sec): 3 clusters
  Score: Raw -14485.898528 + Penalty 1812.183459 = -12673.715070
  nChanged 1
		SP:Iteration 9Q (103423.780000 sec): 3 clusters
  Score: Raw -14488.145955 + Penalty 1812.183459 = -12675.962496
  nChanged 1
		SP:Iteration 10Q (103423.780000 sec): 3 clusters
  Score: Raw -14490.687776 + Penalty 1812.183459 = -12678.504318
  nChanged 0
		SP:Iteration 11F (103423.790000 sec): 3 clusters
  Score: Raw -14490.687776 + Penalty 1812.183459 = -12678.504318
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 77.
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 60 (183 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (103423.890000 sec): 2 clusters
  Score: Raw -22152.204556 + Penalty 846.541500 = -21305.663056
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (103424.070000 sec): 3 clusters
  Score: Raw -22281.547487 + Penalty 1693.083000 = -20588.464487
  nChanged 18
		SP:Iteration 1F (103424.240000 sec): 3 clusters
  Score: Raw -22336.699021 + Penalty 1693.083000 = -20643.616022
  nChanged 3
		SP:Iteration 2Q (103424.420000 sec): 3 clusters
  Score: Raw -22349.391424 + Penalty 1693.083000 = -20656.308424
  nChanged 0
		SP:Iteration 3F (103424.600000 sec): 3 clusters
  Score: Raw -22349.391424 + Penalty 1693.083000 = -20656.308424
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 61 (3866 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (103424.690000 sec): 2 clusters
  Score: Raw -432551.201678 + Penalty 1342.246045 = -431208.955633
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (103424.870000 sec): 3 clusters
  Score: Raw -430609.817913 + Penalty 2684.492089 = -427925.325824
  nChanged 1574
		SP:Iteration 1F (103425.040000 sec): 3 clusters
  Score: Raw -431720.020167 + Penalty 2684.492089 = -429035.528077
  nChanged 371
		SP:Iteration 2F (103425.220000 sec): 3 clusters
  Score: Raw -432122.798591 + Penalty 2684.492089 = -429438.306501
  nChanged 321
		SP:Iteration 3F (103425.400000 sec): 3 clusters
  Score: Raw -432421.907614 + Penalty 2684.492089 = -429737.415524
  nChanged 267
		SP:Iteration 4F (103425.570000 sec): 3 clusters
  Score: Raw -432640.627131 + Penalty 2684.492089 = -429956.135041
  nChanged 206
		SP:Iteration 5F (103425.750000 sec): 3 clusters
  Score: Raw -432783.857183 + Penalty 2684.492089 = -430099.365093
  nChanged 141
		SP:Iteration 6Q (103425.920000 sec): 3 clusters
  Score: Raw -432886.294904 + Penalty 2684.492089 = -430201.802815
  nChanged 118
		SP:Iteration 7Q (103426.100000 sec): 3 clusters
  Score: Raw -432953.054392 + Penalty 2684.492089 = -430268.562303
  nChanged 80
		SP:Iteration 8Q (103426.280000 sec): 3 clusters
  Score: Raw -432989.484226 + Penalty 2684.492089 = -430304.992136
  nChanged 60
		SP:Iteration 9Q (103426.450000 sec): 3 clusters
  Score: Raw -433014.029846 + Penalty 2684.492089 = -430329.537756
  nChanged 53
		SP:Iteration 10Q (103426.630000 sec): 3 clusters
  Score: Raw -433037.049409 + Penalty 2684.492089 = -430352.557319
  nChanged 57
		SP:Iteration 11Q (103426.800000 sec): 3 clusters
  Score: Raw -433066.718855 + Penalty 2684.492089 = -430382.226765
  nChanged 54
		SP:Iteration 12Q (103426.980000 sec): 3 clusters
  Score: Raw -433091.487708 + Penalty 2684.492089 = -430406.995618
  nChanged 40
		SP:Iteration 13Q (103427.160000 sec): 3 clusters
  Score: Raw -433109.770019 + Penalty 2684.492089 = -430425.277929
  nChanged 34
		SP:Iteration 14Q (103427.330000 sec): 3 clusters
  Score: Raw -433127.371973 + Penalty 2684.492089 = -430442.879883
  nChanged 29
		SP:Iteration 15Q (103427.510000 sec): 3 clusters
  Score: Raw -433136.450172 + Penalty 2684.492089 = -430451.958083
  nChanged 24
		SP:Iteration 16Q (103427.680000 sec): 3 clusters
  Score: Raw -433146.378164 + Penalty 2684.492089 = -430461.886075
  nChanged 19
		SP:Iteration 17Q (103427.860000 sec): 3 clusters
  Score: Raw -433154.090282 + Penalty 2684.492089 = -430469.598193
  nChanged 25
		SP:Iteration 18Q (103428.040000 sec): 3 clusters
  Score: Raw -433162.578588 + Penalty 2684.492089 = -430478.086499
  nChanged 22
		SP:Iteration 19Q (103428.210000 sec): 3 clusters
  Score: Raw -433170.745265 + Penalty 2684.492089 = -430486.253176
  nChanged 11
		SP:Iteration 20F (103428.390000 sec): 3 clusters
  Score: Raw -433173.514326 + Penalty 2684.492089 = -430489.022236
  nChanged 9
		SP:Iteration 21Q (103428.560000 sec): 3 clusters
  Score: Raw -433176.272098 + Penalty 2684.492089 = -430491.780008
  nChanged 10
		SP:Iteration 22Q (103428.740000 sec): 3 clusters
  Score: Raw -433178.946139 + Penalty 2684.492089 = -430494.454049
  nChanged 8
		SP:Iteration 23Q (103428.910000 sec): 3 clusters
  Score: Raw -433181.447496 + Penalty 2684.492089 = -430496.955406
  nChanged 12
		SP:Iteration 24Q (103429.090000 sec): 3 clusters
  Score: Raw -433185.712635 + Penalty 2684.492089 = -430501.220545
  nChanged 10
		SP:Iteration 25Q (103429.260000 sec): 3 clusters
  Score: Raw -433189.633186 + Penalty 2684.492089 = -430505.141097
  nChanged 12
		SP:Iteration 26Q (103429.440000 sec): 3 clusters
  Score: Raw -433192.740004 + Penalty 2684.492089 = -430508.247914
  nChanged 10
		SP:Iteration 27Q (103429.620000 sec): 3 clusters
  Score: Raw -433196.041489 + Penalty 2684.492089 = -430511.549400
  nChanged 9
		SP:Iteration 28Q (103429.790000 sec): 3 clusters
  Score: Raw -433198.452645 + Penalty 2684.492089 = -430513.960555
  nChanged 10
		SP:Iteration 29Q (103429.970000 sec): 3 clusters
  Score: Raw -433201.721927 + Penalty 2684.492089 = -430517.229837
  nChanged 12
		SP:Iteration 30Q (103430.140000 sec): 3 clusters
  Score: Raw -433206.826947 + Penalty 2684.492089 = -430522.334857
  nChanged 15
		SP:Iteration 31Q (103430.320000 sec): 3 clusters
  Score: Raw -433212.147479 + Penalty 2684.492089 = -430527.655389
  nChanged 15
		SP:Iteration 32Q (103430.500000 sec): 3 clusters
  Score: Raw -433219.490948 + Penalty 2684.492089 = -430534.998858
  nChanged 20
		SP:Iteration 33Q (103430.670000 sec): 3 clusters
  Score: Raw -433225.165494 + Penalty 2684.492089 = -430540.673404
  nChanged 16
		SP:Iteration 34Q (103430.850000 sec): 3 clusters
  Score: Raw -433230.065276 + Penalty 2684.492089 = -430545.573186
  nChanged 9
		SP:Iteration 35Q (103431.020000 sec): 3 clusters
  Score: Raw -433232.448829 + Penalty 2684.492089 = -430547.956739
  nChanged 9
		SP:Iteration 36Q (103431.200000 sec): 3 clusters
  Score: Raw -433235.955137 + Penalty 2684.492089 = -430551.463047
  nChanged 10
		SP:Iteration 37Q (103431.380000 sec): 3 clusters
  Score: Raw -433238.239921 + Penalty 2684.492089 = -430553.747832
  nChanged 8
		SP:Iteration 38Q (103431.550000 sec): 3 clusters
  Score: Raw -433240.253677 + Penalty 2684.492089 = -430555.761588
  nChanged 7
		SP:Iteration 39Q (103431.730000 sec): 3 clusters
  Score: Raw -433241.603901 + Penalty 2684.492089 = -430557.111811
  nChanged 4
		SP:Iteration 40F (103431.900000 sec): 3 clusters
  Score: Raw -433242.193534 + Penalty 2684.492089 = -430557.701445
  nChanged 1
		SP:Iteration 41Q (103432.080000 sec): 3 clusters
  Score: Raw -433242.452597 + Penalty 2684.492089 = -430557.960507
  nChanged 2
		SP:Iteration 42Q (103432.260000 sec): 3 clusters
  Score: Raw -433243.010285 + Penalty 2684.492089 = -430558.518196
  nChanged 4
		SP:Iteration 43Q (103432.430000 sec): 3 clusters
  Score: Raw -433244.658330 + Penalty 2684.492089 = -430560.166241
  nChanged 8
		SP:Iteration 44Q (103432.610000 sec): 3 clusters
  Score: Raw -433246.628635 + Penalty 2684.492089 = -430562.136546
  nChanged 7
		SP:Iteration 45Q (103432.790000 sec): 3 clusters
  Score: Raw -433248.005682 + Penalty 2684.492089 = -430563.513592
  nChanged 4
		SP:Iteration 46Q (103432.960000 sec): 3 clusters
  Score: Raw -433249.379095 + Penalty 2684.492089 = -430564.887006
  nChanged 4
		SP:Iteration 47Q (103433.140000 sec): 3 clusters
  Score: Raw -433250.182424 + Penalty 2684.492089 = -430565.690335
  nChanged 1
		SP:Iteration 48Q (103433.310000 sec): 3 clusters
  Score: Raw -433250.309918 + Penalty 2684.492089 = -430565.817828
  nChanged 1
		SP:Iteration 49Q (103433.490000 sec): 3 clusters
  Score: Raw -433250.823679 + Penalty 2684.492089 = -430566.331590
  nChanged 2
		SP:Iteration 50Q (103433.670000 sec): 3 clusters
  Score: Raw -433251.001484 + Penalty 2684.492089 = -430566.509395
  nChanged 0
		SP:Iteration 51F (103433.840000 sec): 3 clusters
  Score: Raw -433251.001484 + Penalty 2684.492089 = -430566.509395
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 62 (914 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (103433.930000 sec): 2 clusters
  Score: Raw -106129.213761 + Penalty 1107.897468 = -105021.316293
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (103434.100000 sec): 3 clusters
  Score: Raw -105838.697904 + Penalty 2215.794936 = -103622.902969
  nChanged 276
		SP:Iteration 1F (103434.280000 sec): 3 clusters
  Score: Raw -106131.147527 + Penalty 2215.794936 = -103915.352591
  nChanged 71
		SP:Iteration 2F (103434.450000 sec): 3 clusters
  Score: Raw -106210.960354 + Penalty 2215.794936 = -103995.165418
  nChanged 34
		SP:Iteration 3Q (103434.630000 sec): 3 clusters
  Score: Raw -106239.586914 + Penalty 2215.794936 = -104023.791978
  nChanged 20
		SP:Iteration 4Q (103434.810000 sec): 3 clusters
  Score: Raw -106254.058567 + Penalty 2215.794936 = -104038.263631
  nChanged 17
		SP:Iteration 5Q (103434.980000 sec): 3 clusters
  Score: Raw -106273.168859 + Penalty 2215.794936 = -104057.373923
  nChanged 14
		SP:Iteration 6Q (103435.160000 sec): 3 clusters
  Score: Raw -106290.516542 + Penalty 2215.794936 = -104074.721606
  nChanged 9
		SP:Iteration 7Q (103435.330000 sec): 3 clusters
  Score: Raw -106298.366373 + Penalty 2215.794936 = -104082.571437
  nChanged 6
		SP:Iteration 8Q (103435.510000 sec): 3 clusters
  Score: Raw -106308.903433 + Penalty 2215.794936 = -104093.108497
  nChanged 5
		SP:Iteration 9Q (103435.690000 sec): 3 clusters
  Score: Raw -106311.467925 + Penalty 2215.794936 = -104095.672990
  nChanged 3
		SP:Iteration 10Q (103435.860000 sec): 3 clusters
  Score: Raw -106313.750968 + Penalty 2215.794936 = -104097.956032
  nChanged 5
		SP:Iteration 11Q (103436.040000 sec): 3 clusters
  Score: Raw -106323.120979 + Penalty 2215.794936 = -104107.326043
  nChanged 11
		SP:Iteration 12Q (103436.210000 sec): 3 clusters
  Score: Raw -106334.277952 + Penalty 2215.794936 = -104118.483017
  nChanged 9
		SP:Iteration 13Q (103436.390000 sec): 3 clusters
  Score: Raw -106340.497603 + Penalty 2215.794936 = -104124.702668
  nChanged 8
		SP:Iteration 14Q (103436.570000 sec): 3 clusters
  Score: Raw -106350.313911 + Penalty 2215.794936 = -104134.518975
  nChanged 10
		SP:Iteration 15Q (103436.740000 sec): 3 clusters
  Score: Raw -106361.357860 + Penalty 2215.794936 = -104145.562924
  nChanged 8
		SP:Iteration 16Q (103436.920000 sec): 3 clusters
  Score: Raw -106366.259458 + Penalty 2215.794936 = -104150.464523
  nChanged 2
		SP:Iteration 17Q (103437.090000 sec): 3 clusters
  Score: Raw -106368.005393 + Penalty 2215.794936 = -104152.210457
  nChanged 5
		SP:Iteration 18Q (103437.270000 sec): 3 clusters
  Score: Raw -106371.254153 + Penalty 2215.794936 = -104155.459217
  nChanged 5
		SP:Iteration 19Q (103437.440000 sec): 3 clusters
  Score: Raw -106374.120815 + Penalty 2215.794936 = -104158.325879
  nChanged 5
		SP:Iteration 20F (103437.620000 sec): 3 clusters
  Score: Raw -106378.586896 + Penalty 2215.794936 = -104162.791960
  nChanged 3
		SP:Iteration 21Q (103437.790000 sec): 3 clusters
  Score: Raw -106381.741626 + Penalty 2215.794936 = -104165.946690
  nChanged 5
		SP:Iteration 22Q (103437.970000 sec): 3 clusters
  Score: Raw -106388.490748 + Penalty 2215.794936 = -104172.695812
  nChanged 2
		SP:Iteration 23Q (103438.150000 sec): 3 clusters
  Score: Raw -106395.933487 + Penalty 2215.794936 = -104180.138552
  nChanged 4
		SP:Iteration 24Q (103438.320000 sec): 3 clusters
  Score: Raw -106398.438057 + Penalty 2215.794936 = -104182.643121
  nChanged 5
		SP:Iteration 25Q (103438.500000 sec): 3 clusters
  Score: Raw -106405.730395 + Penalty 2215.794936 = -104189.935459
  nChanged 5
		SP:Iteration 26Q (103438.670000 sec): 3 clusters
  Score: Raw -106412.170118 + Penalty 2215.794936 = -104196.375183
  nChanged 9
		SP:Iteration 27Q (103438.850000 sec): 3 clusters
  Score: Raw -106424.587487 + Penalty 2215.794936 = -104208.792551
  nChanged 10
		SP:Iteration 28Q (103439.030000 sec): 3 clusters
  Score: Raw -106441.339296 + Penalty 2215.794936 = -104225.544360
  nChanged 3
		SP:Iteration 29Q (103439.200000 sec): 3 clusters
  Score: Raw -106445.049620 + Penalty 2215.794936 = -104229.254684
  nChanged 2
		SP:Iteration 30Q (103439.380000 sec): 3 clusters
  Score: Raw -106445.624385 + Penalty 2215.794936 = -104229.829449
  nChanged 3
		SP:Iteration 31Q (103439.550000 sec): 3 clusters
  Score: Raw -106447.508337 + Penalty 2215.794936 = -104231.713402
  nChanged 1
		SP:Iteration 32Q (103439.730000 sec): 3 clusters
  Score: Raw -106448.142208 + Penalty 2215.794936 = -104232.347272
  nChanged 0
		SP:Iteration 33F (103439.910000 sec): 3 clusters
  Score: Raw -106448.142208 + Penalty 2215.794936 = -104232.347272
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 63 (8833 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (103440.050000 sec): 2 clusters
  Score: Raw -1067683.835131 + Penalty 1476.515623 = -1066207.319508
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (103440.210000 sec): 3 clusters
  Score: Raw -1062725.001863 + Penalty 2953.031246 = -1059771.970617
  nChanged 3773
		SP:Iteration 1F (103440.410000 sec): 3 clusters
  Score: Raw -1064832.887336 + Penalty 2953.031246 = -1061879.856090
  nChanged 566
		SP:Iteration 2F (103440.600000 sec): 3 clusters
  Score: Raw -1065074.987264 + Penalty 2953.031246 = -1062121.956018
  nChanged 460
		SP:Iteration 3F (103440.790000 sec): 3 clusters
  Score: Raw -1065279.136724 + Penalty 2953.031246 = -1062326.105478
  nChanged 396
		SP:Iteration 4Q (103440.980000 sec): 3 clusters
  Score: Raw -1065460.311698 + Penalty 2953.031246 = -1062507.280452
  nChanged 400
		SP:Iteration 5Q (103441.180000 sec): 3 clusters
  Score: Raw -1065656.107989 + Penalty 2953.031246 = -1062703.076743
  nChanged 414
		SP:Iteration 6Q (103441.360000 sec): 3 clusters
  Score: Raw -1065888.162734 + Penalty 2953.031246 = -1062935.131488
  nChanged 439
		SP:Iteration 7Q (103441.550000 sec): 3 clusters
  Score: Raw -1066160.122825 + Penalty 2953.031246 = -1063207.091579
  nChanged 481
		SP:Iteration 8F (103441.750000 sec): 3 clusters
  Score: Raw -1066472.597425 + Penalty 2953.031246 = -1063519.566179
  nChanged 436
		SP:Iteration 9Q (103441.940000 sec): 3 clusters
  Score: Raw -1066751.844355 + Penalty 2953.031246 = -1063798.813109
  nChanged 359
		SP:Iteration 10Q (103442.130000 sec): 3 clusters
  Score: Raw -1066985.476888 + Penalty 2953.031246 = -1064032.445643
  nChanged 304
		SP:Iteration 11Q (103442.330000 sec): 3 clusters
  Score: Raw -1067183.080572 + Penalty 2953.031246 = -1064230.049326
  nChanged 248
		SP:Iteration 12Q (103442.610000 sec): 3 clusters
  Score: Raw -1067343.598635 + Penalty 2953.031246 = -1064390.567390
  nChanged 204
		SP:Iteration 13Q (103442.760000 sec): 3 clusters
  Score: Raw -1067472.128693 + Penalty 2953.031246 = -1064519.097447
  nChanged 139
		SP:Iteration 14Q (103442.960000 sec): 3 clusters
  Score: Raw -1067565.225324 + Penalty 2953.031246 = -1064612.194079
  nChanged 116
		SP:Iteration 15Q (103443.140000 sec): 3 clusters
  Score: Raw -1067639.008667 + Penalty 2953.031246 = -1064685.977421
  nChanged 69
		SP:Iteration 16Q (103443.340000 sec): 3 clusters
  Score: Raw -1067679.313070 + Penalty 2953.031246 = -1064726.281824
  nChanged 58
		SP:Iteration 17Q (103443.540000 sec): 3 clusters
  Score: Raw -1067715.722645 + Penalty 2953.031246 = -1064762.691400
  nChanged 36
		SP:Iteration 18Q (103443.720000 sec): 3 clusters
  Score: Raw -1067741.639623 + Penalty 2953.031246 = -1064788.608377
  nChanged 27
		SP:Iteration 19Q (103443.920000 sec): 3 clusters
  Score: Raw -1067759.721000 + Penalty 2953.031246 = -1064806.689755
  nChanged 23
		SP:Iteration 20F (103444.120000 sec): 3 clusters
  Score: Raw -1067774.014853 + Penalty 2953.031246 = -1064820.983608
  nChanged 22
		SP:Iteration 21Q (103444.300000 sec): 3 clusters
  Score: Raw -1067788.667359 + Penalty 2953.031246 = -1064835.636113
  nChanged 24
		SP:Iteration 22Q (103444.500000 sec): 3 clusters
  Score: Raw -1067805.121129 + Penalty 2953.031246 = -1064852.089883
  nChanged 16
		SP:Iteration 23Q (103444.700000 sec): 3 clusters
  Score: Raw -1067815.296535 + Penalty 2953.031246 = -1064862.265289
  nChanged 15
		SP:Iteration 24Q (103444.910000 sec): 3 clusters
  Score: Raw -1067826.376630 + Penalty 2953.031246 = -1064873.345384
  nChanged 11
		SP:Iteration 25Q (103445.080000 sec): 3 clusters
  Score: Raw -1067833.885454 + Penalty 2953.031246 = -1064880.854208
  nChanged 6
		SP:Iteration 26Q (103445.260000 sec): 3 clusters
  Score: Raw -1067837.193332 + Penalty 2953.031246 = -1064884.162086
  nChanged 7
		SP:Iteration 27Q (103445.450000 sec): 3 clusters
  Score: Raw -1067841.282396 + Penalty 2953.031246 = -1064888.251150
  nChanged 5
		SP:Iteration 28Q (103445.620000 sec): 3 clusters
  Score: Raw -1067843.850673 + Penalty 2953.031246 = -1064890.819427
  nChanged 4
		SP:Iteration 29Q (103445.800000 sec): 3 clusters
  Score: Raw -1067845.881305 + Penalty 2953.031246 = -1064892.850059
  nChanged 1
		SP:Iteration 30Q (103446.000000 sec): 3 clusters
  Score: Raw -1067846.663743 + Penalty 2953.031246 = -1064893.632497
  nChanged 0
		SP:Iteration 31F (103446.190000 sec): 3 clusters
  Score: Raw -1067846.663743 + Penalty 2953.031246 = -1064893.632497
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 64 (173 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (103446.270000 sec): 2 clusters
  Score: Raw -17382.926982 + Penalty 837.409884 = -16545.517098
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (103446.440000 sec): 3 clusters
  Score: Raw -17549.996868 + Penalty 1674.819768 = -15875.177100
  nChanged 20
		SP:Iteration 1F (103446.610000 sec): 3 clusters
  Score: Raw -17615.027398 + Penalty 1674.819768 = -15940.207629
  nChanged 7
		SP:Iteration 2Q (103446.770000 sec): 3 clusters
  Score: Raw -17667.454419 + Penalty 1674.819768 = -15992.634651
  nChanged 0
		SP:Iteration 3F (103446.950000 sec): 3 clusters
  Score: Raw -17667.454419 + Penalty 1674.819768 = -15992.634651
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 65 (183 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (103447.040000 sec): 2 clusters
  Score: Raw -11890.651605 + Penalty 846.541500 = -11044.110105
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (103447.210000 sec): 3 clusters
  Score: Raw -12048.626377 + Penalty 1693.083000 = -10355.543377
  nChanged 22
		SP:Iteration 1F (103447.390000 sec): 3 clusters
  Score: Raw -12125.443666 + Penalty 1693.083000 = -10432.360666
  nChanged 9
		SP:Iteration 2Q (103447.570000 sec): 3 clusters
  Score: Raw -12164.988883 + Penalty 1693.083000 = -10471.905884
  nChanged 1
		SP:Iteration 3Q (103447.740000 sec): 3 clusters
  Score: Raw -12177.324708 + Penalty 1693.083000 = -10484.241708
  nChanged 0
		SP:Iteration 4F (103447.910000 sec): 3 clusters
  Score: Raw -12177.324708 + Penalty 1693.083000 = -10484.241708
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 66 (1456 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (103448.050000 sec): 2 clusters
  Score: Raw -174628.970716 + Penalty 1183.560337 = -173445.410379
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (103448.110000 sec): 3 clusters
  Score: Raw -174097.178107 + Penalty 2367.120674 = -171730.057433
  nChanged 443
		SP:Iteration 1F (103448.140000 sec): 3 clusters
  Score: Raw -174394.160836 + Penalty 2367.120674 = -172027.040162
  nChanged 105
		SP:Iteration 2F (103448.170000 sec): 3 clusters
  Score: Raw -174479.323128 + Penalty 2367.120674 = -172112.202454
  nChanged 57
		SP:Iteration 3Q (103448.200000 sec): 3 clusters
  Score: Raw -174522.056286 + Penalty 2367.120674 = -172154.935612
  nChanged 33
		SP:Iteration 4Q (103448.240000 sec): 3 clusters
  Score: Raw -174546.324566 + Penalty 2367.120674 = -172179.203892
  nChanged 17
		SP:Iteration 5Q (103448.270000 sec): 3 clusters
  Score: Raw -174558.631591 + Penalty 2367.120674 = -172191.510917
  nChanged 17
		SP:Iteration 6Q (103448.300000 sec): 3 clusters
  Score: Raw -174569.209838 + Penalty 2367.120674 = -172202.089164
  nChanged 14
		SP:Iteration 7Q (103448.340000 sec): 3 clusters
  Score: Raw -174577.026580 + Penalty 2367.120674 = -172209.905906
  nChanged 10
		SP:Iteration 8Q (103448.370000 sec): 3 clusters
  Score: Raw -174584.654717 + Penalty 2367.120674 = -172217.534043
  nChanged 11
		SP:Iteration 9Q (103448.400000 sec): 3 clusters
  Score: Raw -174591.751248 + Penalty 2367.120674 = -172224.630574
  nChanged 13
		SP:Iteration 10Q (103448.440000 sec): 3 clusters
  Score: Raw -174602.825543 + Penalty 2367.120674 = -172235.704869
  nChanged 18
		SP:Iteration 11Q (103448.470000 sec): 3 clusters
  Score: Raw -174613.920512 + Penalty 2367.120674 = -172246.799838
  nChanged 10
		SP:Iteration 12Q (103448.500000 sec): 3 clusters
  Score: Raw -174624.678261 + Penalty 2367.120674 = -172257.557586
  nChanged 10
		SP:Iteration 13Q (103448.540000 sec): 3 clusters
  Score: Raw -174633.750359 + Penalty 2367.120674 = -172266.629684
  nChanged 11
		SP:Iteration 14Q (103448.570000 sec): 3 clusters
  Score: Raw -174639.915947 + Penalty 2367.120674 = -172272.795272
  nChanged 8
		SP:Iteration 15Q (103448.600000 sec): 3 clusters
  Score: Raw -174645.924481 + Penalty 2367.120674 = -172278.803807
  nChanged 7
		SP:Iteration 16Q (103448.640000 sec): 3 clusters
  Score: Raw -174650.398147 + Penalty 2367.120674 = -172283.277472
  nChanged 8
		SP:Iteration 17Q (103448.670000 sec): 3 clusters
  Score: Raw -174654.599123 + Penalty 2367.120674 = -172287.478449
  nChanged 8
		SP:Iteration 18Q (103448.700000 sec): 3 clusters
  Score: Raw -174660.169974 + Penalty 2367.120674 = -172293.049300
  nChanged 9
		SP:Iteration 19Q (103448.740000 sec): 3 clusters
  Score: Raw -174664.880036 + Penalty 2367.120674 = -172297.759361
  nChanged 5
		SP:Iteration 20F (103448.770000 sec): 3 clusters
  Score: Raw -174667.545601 + Penalty 2367.120674 = -172300.424927
  nChanged 5
		SP:Iteration 21Q (103448.800000 sec): 3 clusters
  Score: Raw -174669.440461 + Penalty 2367.120674 = -172302.319787
  nChanged 3
		SP:Iteration 22Q (103448.830000 sec): 3 clusters
  Score: Raw -174671.665257 + Penalty 2367.120674 = -172304.544582
  nChanged 3
		SP:Iteration 23Q (103448.870000 sec): 3 clusters
  Score: Raw -174674.372017 + Penalty 2367.120674 = -172307.251342
  nChanged 7
		SP:Iteration 24Q (103448.900000 sec): 3 clusters
  Score: Raw -174678.775227 + Penalty 2367.120674 = -172311.654552
  nChanged 6
		SP:Iteration 25Q (103448.930000 sec): 3 clusters
  Score: Raw -174681.829273 + Penalty 2367.120674 = -172314.708598
  nChanged 6
		SP:Iteration 26Q (103448.970000 sec): 3 clusters
  Score: Raw -174685.292106 + Penalty 2367.120674 = -172318.171431
  nChanged 5
		SP:Iteration 27Q (103449.000000 sec): 3 clusters
  Score: Raw -174689.349091 + Penalty 2367.120674 = -172322.228417
  nChanged 6
		SP:Iteration 28Q (103449.030000 sec): 3 clusters
  Score: Raw -174694.401620 + Penalty 2367.120674 = -172327.280946
  nChanged 6
		SP:Iteration 29Q (103449.070000 sec): 3 clusters
  Score: Raw -174697.824850 + Penalty 2367.120674 = -172330.704176
  nChanged 3
		SP:Iteration 30Q (103449.100000 sec): 3 clusters
  Score: Raw -174700.181605 + Penalty 2367.120674 = -172333.060931
  nChanged 4
		SP:Iteration 31Q (103449.130000 sec): 3 clusters
  Score: Raw -174702.975285 + Penalty 2367.120674 = -172335.854610
  nChanged 2
		SP:Iteration 32Q (103449.170000 sec): 3 clusters
  Score: Raw -174703.945505 + Penalty 2367.120674 = -172336.824831
  nChanged 2
		SP:Iteration 33Q (103449.200000 sec): 3 clusters
  Score: Raw -174704.649390 + Penalty 2367.120674 = -172337.528715
  nChanged 2
		SP:Iteration 34Q (103449.230000 sec): 3 clusters
  Score: Raw -174705.989997 + Penalty 2367.120674 = -172338.869323
  nChanged 2
		SP:Iteration 35Q (103449.270000 sec): 3 clusters
  Score: Raw -174706.706619 + Penalty 2367.120674 = -172339.585945
  nChanged 1
		SP:Iteration 36Q (103449.300000 sec): 3 clusters
  Score: Raw -174707.051504 + Penalty 2367.120674 = -172339.930830
  nChanged 0
		SP:Iteration 37F (103449.330000 sec): 3 clusters
  Score: Raw -174707.051504 + Penalty 2367.120674 = -172339.930830
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 67 (127 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (103449.370000 sec): 2 clusters
  Score: Raw -8944.653045 + Penalty 787.180402 = -8157.472643
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (103449.370000 sec): 3 clusters
  Score: Raw -9300.191641 + Penalty 1574.360803 = -7725.830838
  nChanged 18
		SP:Iteration 1F (103449.380000 sec): 3 clusters
  Score: Raw -9407.491818 + Penalty 1574.360803 = -7833.131015
  nChanged 2
		SP:Iteration 2Q (103449.390000 sec): 3 clusters
  Score: Raw -9427.462038 + Penalty 1574.360803 = -7853.101235
  nChanged 0
		SP:Iteration 3F (103449.390000 sec): 3 clusters
  Score: Raw -9427.462038 + Penalty 1574.360803 = -7853.101235
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 68 (1302 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (103449.450000 sec): 2 clusters
  Score: Raw -152268.839001 + Penalty 1165.394234 = -151103.444767
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (103449.600000 sec): 3 clusters
  Score: Raw -151791.619128 + Penalty 2330.788467 = -149460.830661
  nChanged 403
		SP:Iteration 1F (103449.780000 sec): 3 clusters
  Score: Raw -152112.429655 + Penalty 2330.788467 = -149781.641188
  nChanged 91
		SP:Iteration 2F (103449.950000 sec): 3 clusters
  Score: Raw -152208.145675 + Penalty 2330.788467 = -149877.357208
  nChanged 73
		SP:Iteration 3F (103450.130000 sec): 3 clusters
  Score: Raw -152295.207528 + Penalty 2330.788467 = -149964.419061
  nChanged 56
		SP:Iteration 4Q (103450.310000 sec): 3 clusters
  Score: Raw -152361.005645 + Penalty 2330.788467 = -150030.217178
  nChanged 48
		SP:Iteration 5Q (103450.480000 sec): 3 clusters
  Score: Raw -152429.128821 + Penalty 2330.788467 = -150098.340353
  nChanged 48
		SP:Iteration 6Q (103450.660000 sec): 3 clusters
  Score: Raw -152498.902772 + Penalty 2330.788467 = -150168.114305
  nChanged 51
		SP:Iteration 7Q (103450.830000 sec): 3 clusters
  Score: Raw -152587.417014 + Penalty 2330.788467 = -150256.628546
  nChanged 58
		SP:Iteration 8Q (103451.010000 sec): 3 clusters
  Score: Raw -152675.830438 + Penalty 2330.788467 = -150345.041971
  nChanged 39
		SP:Iteration 9Q (103451.190000 sec): 3 clusters
  Score: Raw -152738.707925 + Penalty 2330.788467 = -150407.919458
  nChanged 35
		SP:Iteration 10Q (103451.360000 sec): 3 clusters
  Score: Raw -152786.860399 + Penalty 2330.788467 = -150456.071931
  nChanged 32
		SP:Iteration 11Q (103451.540000 sec): 3 clusters
  Score: Raw -152833.652189 + Penalty 2330.788467 = -150502.863721
  nChanged 33
		SP:Iteration 12Q (103451.710000 sec): 3 clusters
  Score: Raw -152877.767336 + Penalty 2330.788467 = -150546.978868
  nChanged 21
		SP:Iteration 13Q (103451.890000 sec): 3 clusters
  Score: Raw -152899.531722 + Penalty 2330.788467 = -150568.743255
  nChanged 9
		SP:Iteration 14Q (103452.070000 sec): 3 clusters
  Score: Raw -152909.756267 + Penalty 2330.788467 = -150578.967799
  nChanged 11
		SP:Iteration 15Q (103452.240000 sec): 3 clusters
  Score: Raw -152921.282999 + Penalty 2330.788467 = -150590.494532
  nChanged 11
		SP:Iteration 16Q (103452.330000 sec): 3 clusters
  Score: Raw -152932.933925 + Penalty 2330.788467 = -150602.145457
  nChanged 12
		SP:Iteration 17Q (103452.360000 sec): 3 clusters
  Score: Raw -152947.060876 + Penalty 2330.788467 = -150616.272409
  nChanged 13
		SP:Iteration 18Q (103452.510000 sec): 3 clusters
  Score: Raw -152963.574882 + Penalty 2330.788467 = -150632.786414
  nChanged 10
		SP:Iteration 19Q (103452.690000 sec): 3 clusters
  Score: Raw -152973.344161 + Penalty 2330.788467 = -150642.555693
  nChanged 11
		SP:Iteration 20F (103452.860000 sec): 3 clusters
  Score: Raw -152985.722738 + Penalty 2330.788467 = -150654.934270
  nChanged 11
		SP:Iteration 21Q (103453.040000 sec): 3 clusters
  Score: Raw -152998.440985 + Penalty 2330.788467 = -150667.652518
  nChanged 11
		SP:Iteration 22Q (103453.210000 sec): 3 clusters
  Score: Raw -153011.896173 + Penalty 2330.788467 = -150681.107706
  nChanged 3
		SP:Iteration 23Q (103453.390000 sec): 3 clusters
  Score: Raw -153018.642017 + Penalty 2330.788467 = -150687.853550
  nChanged 4
		SP:Iteration 24Q (103453.560000 sec): 3 clusters
  Score: Raw -153022.925724 + Penalty 2330.788467 = -150692.137257
  nChanged 2
		SP:Iteration 25Q (103453.740000 sec): 3 clusters
  Score: Raw -153024.668663 + Penalty 2330.788467 = -150693.880196
  nChanged 0
		SP:Iteration 26F (103453.910000 sec): 3 clusters
  Score: Raw -153024.668663 + Penalty 2330.788467 = -150693.880196
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 69 (245 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (103454.000000 sec): 2 clusters
  Score: Raw -20004.780846 + Penalty 893.954459 = -19110.826387
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (103454.180000 sec): 3 clusters
  Score: Raw -20125.118871 + Penalty 1787.908918 = -18337.209952
  nChanged 54
		SP:Iteration 1F (103454.350000 sec): 3 clusters
  Score: Raw -20347.968326 + Penalty 1787.908918 = -18560.059408
  nChanged 28
		SP:Iteration 2F (103454.530000 sec): 3 clusters
  Score: Raw -20499.410223 + Penalty 1787.908918 = -18711.501304
  nChanged 17
		SP:Iteration 3F (103454.710000 sec): 3 clusters
  Score: Raw -20608.020562 + Penalty 1787.908918 = -18820.111643
  nChanged 7
		SP:Iteration 4Q (103454.880000 sec): 3 clusters
  Score: Raw -20656.603860 + Penalty 1787.908918 = -18868.694942
  nChanged 4
		SP:Iteration 5Q (103455.060000 sec): 3 clusters
  Score: Raw -20712.255410 + Penalty 1787.908918 = -18924.346492
  nChanged 4
		SP:Iteration 6Q (103455.230000 sec): 3 clusters
  Score: Raw -20754.768000 + Penalty 1787.908918 = -18966.859081
  nChanged 5
		SP:Iteration 7Q (103455.410000 sec): 3 clusters
  Score: Raw -20837.845238 + Penalty 1787.908918 = -19049.936320
  nChanged 4
		SP:Iteration 8Q (103455.590000 sec): 3 clusters
  Score: Raw -20932.825117 + Penalty 1787.908918 = -19144.916198
  nChanged 3
		SP:Iteration 9Q (103455.760000 sec): 3 clusters
  Score: Raw -20976.036059 + Penalty 1787.908918 = -19188.127140
  nChanged 1
		SP:Iteration 10Q (103455.940000 sec): 3 clusters
  Score: Raw -20986.727028 + Penalty 1787.908918 = -19198.818110
  nChanged 0
		SP:Iteration 11F (103456.110000 sec): 3 clusters
  Score: Raw -20986.727028 + Penalty 1787.908918 = -19198.818110
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 79.
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 70 (41724 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (103456.430000 sec): 2 clusters
  Score: Raw -5026429.901521 + Penalty 1728.810165 = -5024701.091357
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (103456.960000 sec): 3 clusters
  Score: Raw -5000291.901417 + Penalty 3457.620329 = -4996834.281088
  nChanged 19449
		SP:Iteration 1F (103457.490000 sec): 3 clusters
  Score: Raw -5011662.690726 + Penalty 3457.620329 = -5008205.070397
  nChanged 2136
		SP:Iteration 2F (103458.020000 sec): 3 clusters
  Score: Raw -5012525.901546 + Penalty 3457.620329 = -5009068.281217
  nChanged 2343
		SP:Iteration 3F (103458.510000 sec): 3 clusters
  Score: Raw -5013691.824079 + Penalty 3457.620329 = -5010234.203750
  nChanged 2614
		SP:Iteration 4F (103459.060000 sec): 3 clusters
  Score: Raw -5015276.034557 + Penalty 3457.620329 = -5011818.414228
  nChanged 2905
		SP:Iteration 5F (103459.530000 sec): 3 clusters
  Score: Raw -5017381.657980 + Penalty 3457.620329 = -5013924.037651
  nChanged 3092
		SP:Iteration 6F (103460.010000 sec): 3 clusters
  Score: Raw -5019950.700704 + Penalty 3457.620329 = -5016493.080375
  nChanged 2794
		SP:Iteration 7F (103460.450000 sec): 3 clusters
  Score: Raw -5022419.553812 + Penalty 3457.620329 = -5018961.933482
  nChanged 2075
		SP:Iteration 8Q (103460.910000 sec): 3 clusters
  Score: Raw -5024269.421005 + Penalty 3457.620329 = -5020811.800676
  nChanged 1336
		SP:Iteration 9Q (103461.340000 sec): 3 clusters
  Score: Raw -5025436.291489 + Penalty 3457.620329 = -5021978.671160
  nChanged 750
		SP:Iteration 10Q (103461.770000 sec): 3 clusters
  Score: Raw -5026082.866475 + Penalty 3457.620329 = -5022625.246146
  nChanged 334
		SP:Iteration 11Q (103462.270000 sec): 3 clusters
  Score: Raw -5026377.385851 + Penalty 3457.620329 = -5022919.765522
  nChanged 155
		SP:Iteration 12Q (103462.740000 sec): 3 clusters
  Score: Raw -5026508.123991 + Penalty 3457.620329 = -5023050.503662
  nChanged 65
		SP:Iteration 13Q (103463.220000 sec): 3 clusters
  Score: Raw -5026571.593285 + Penalty 3457.620329 = -5023113.972956
  nChanged 40
		SP:Iteration 14Q (103463.690000 sec): 3 clusters
  Score: Raw -5026608.128440 + Penalty 3457.620329 = -5023150.508111
  nChanged 24
		SP:Iteration 15Q (103464.160000 sec): 3 clusters
  Score: Raw -5026634.136094 + Penalty 3457.620329 = -5023176.515765
  nChanged 17
		SP:Iteration 16Q (103464.640000 sec): 3 clusters
  Score: Raw -5026650.198912 + Penalty 3457.620329 = -5023192.578583
  nChanged 4
		SP:Iteration 17Q (103465.110000 sec): 3 clusters
  Score: Raw -5026653.571412 + Penalty 3457.620329 = -5023195.951083
  nChanged 1
		SP:Iteration 18Q (103465.580000 sec): 3 clusters
  Score: Raw -5026653.923788 + Penalty 3457.620329 = -5023196.303459
  nChanged 2
		SP:Iteration 19Q (103466.050000 sec): 3 clusters
  Score: Raw -5026656.946018 + Penalty 3457.620329 = -5023199.325689
  nChanged 3
		SP:Iteration 20F (103466.560000 sec): 3 clusters
  Score: Raw -5026659.231194 + Penalty 3457.620329 = -5023201.610865
  nChanged 1
		SP:Iteration 21Q (103466.990000 sec): 3 clusters
  Score: Raw -5026660.422657 + Penalty 3457.620329 = -5023202.802328
  nChanged 0
		SP:Iteration 22F (103467.500000 sec): 3 clusters
  Score: Raw -5026660.422657 + Penalty 3457.620329 = -5023202.802328
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 71 (210 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (103467.570000 sec): 2 clusters
  Score: Raw -15545.537774 + Penalty 868.904974 = -14676.632800
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (103467.740000 sec): 3 clusters
  Score: Raw -15660.530580 + Penalty 1737.809947 = -13922.720632
  nChanged 46
		SP:Iteration 1F (103467.920000 sec): 3 clusters
  Score: Raw -15913.020637 + Penalty 1737.809947 = -14175.210689
  nChanged 8
		SP:Iteration 2Q (103468.090000 sec): 3 clusters
  Score: Raw -15995.007315 + Penalty 1737.809947 = -14257.197368
  nChanged 1
		SP:Iteration 3Q (103468.270000 sec): 3 clusters
  Score: Raw -16003.932111 + Penalty 1737.809947 = -14266.122164
  nChanged 0
		SP:Iteration 4F (103468.450000 sec): 3 clusters
  Score: Raw -16003.932111 + Penalty 1737.809947 = -14266.122164
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 72 (536 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (103468.530000 sec): 2 clusters
  Score: Raw -77285.015003 + Penalty 1021.171801 = -76263.843202
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (103468.710000 sec): 3 clusters
  Score: Raw -77220.971617 + Penalty 2042.343602 = -75178.628015
  nChanged 141
		SP:Iteration 1F (103468.890000 sec): 3 clusters
  Score: Raw -77434.743106 + Penalty 2042.343602 = -75392.399504
  nChanged 45
		SP:Iteration 2F (103469.060000 sec): 3 clusters
  Score: Raw -77552.520077 + Penalty 2042.343602 = -75510.176475
  nChanged 32
		SP:Iteration 3F (103469.280000 sec): 3 clusters
  Score: Raw -77638.794887 + Penalty 2042.343602 = -75596.451285
  nChanged 22
		SP:Iteration 4Q (103469.460000 sec): 3 clusters
  Score: Raw -77695.616472 + Penalty 2042.343602 = -75653.272869
  nChanged 14
		SP:Iteration 5Q (103469.630000 sec): 3 clusters
  Score: Raw -77729.057690 + Penalty 2042.343602 = -75686.714087
  nChanged 10
		SP:Iteration 6Q (103469.810000 sec): 3 clusters
  Score: Raw -77755.380107 + Penalty 2042.343602 = -75713.036504
  nChanged 10
		SP:Iteration 7Q (103469.990000 sec): 3 clusters
  Score: Raw -77787.892852 + Penalty 2042.343602 = -75745.549250
  nChanged 3
		SP:Iteration 8Q (103470.160000 sec): 3 clusters
  Score: Raw -77795.712963 + Penalty 2042.343602 = -75753.369360
  nChanged 3
		SP:Iteration 9Q (103470.340000 sec): 3 clusters
  Score: Raw -77800.735180 + Penalty 2042.343602 = -75758.391577
  nChanged 1
		SP:Iteration 10Q (103470.510000 sec): 3 clusters
  Score: Raw -77802.908276 + Penalty 2042.343602 = -75760.564674
  nChanged 0
		SP:Iteration 11F (103470.690000 sec): 3 clusters
  Score: Raw -77802.908276 + Penalty 2042.343602 = -75760.564674
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 73 (133 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (103470.750000 sec): 2 clusters
  Score: Raw -15200.224583 + Penalty 794.681733 = -14405.542850
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (103470.750000 sec): 3 clusters
  Score: Raw -15477.752650 + Penalty 1589.363467 = -13888.389183
  nChanged 15
		SP:Iteration 1F (103470.750000 sec): 3 clusters
  Score: Raw -15594.609115 + Penalty 1589.363467 = -14005.245649
  nChanged 12
		SP:Iteration 2F (103470.760000 sec): 3 clusters
  Score: Raw -15678.762575 + Penalty 1589.363467 = -14089.399108
  nChanged 7
		SP:Iteration 3F (103470.760000 sec): 3 clusters
  Score: Raw -15744.465000 + Penalty 1589.363467 = -14155.101533
  nChanged 1
		SP:Iteration 4Q (103470.770000 sec): 3 clusters
  Score: Raw -15753.881502 + Penalty 1589.363467 = -14164.518036
  nChanged 1
		SP:Iteration 5Q (103470.770000 sec): 3 clusters
  Score: Raw -15761.329557 + Penalty 1589.363467 = -14171.966090
  nChanged 0
		SP:Iteration 6F (103470.770000 sec): 3 clusters
  Score: Raw -15761.329557 + Penalty 1589.363467 = -14171.966090
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 74 (7913 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (103470.900000 sec): 2 clusters
  Score: Raw -995063.608233 + Penalty 1458.642617 = -993604.965616
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (103471.110000 sec): 3 clusters
  Score: Raw -990702.063175 + Penalty 2917.285233 = -987784.777941
  nChanged 3341
		SP:Iteration 1F (103471.230000 sec): 3 clusters
  Score: Raw -992411.530725 + Penalty 2917.285233 = -989494.245492
  nChanged 461
		SP:Iteration 2F (103471.430000 sec): 3 clusters
  Score: Raw -992604.172529 + Penalty 2917.285233 = -989686.887296
  nChanged 367
		SP:Iteration 3Q (103471.630000 sec): 3 clusters
  Score: Raw -992777.704425 + Penalty 2917.285233 = -989860.419192
  nChanged 361
		SP:Iteration 4Q (103471.830000 sec): 3 clusters
  Score: Raw -992923.281122 + Penalty 2917.285233 = -990005.995889
  nChanged 303
		SP:Iteration 5Q (103472.020000 sec): 3 clusters
  Score: Raw -993032.739622 + Penalty 2917.285233 = -990115.454389
  nChanged 254
		SP:Iteration 6Q (103472.220000 sec): 3 clusters
  Score: Raw -993123.018405 + Penalty 2917.285233 = -990205.733172
  nChanged 227
		SP:Iteration 7Q (103472.420000 sec): 3 clusters
  Score: Raw -993194.164003 + Penalty 2917.285233 = -990276.878770
  nChanged 201
		SP:Iteration 8Q (103472.610000 sec): 3 clusters
  Score: Raw -993251.949549 + Penalty 2917.285233 = -990334.664316
  nChanged 157
		SP:Iteration 9Q (103472.810000 sec): 3 clusters
  Score: Raw -993297.048864 + Penalty 2917.285233 = -990379.763631
  nChanged 151
		SP:Iteration 10Q (103473.010000 sec): 3 clusters
  Score: Raw -993339.175658 + Penalty 2917.285233 = -990421.890425
  nChanged 118
		SP:Iteration 11Q (103473.210000 sec): 3 clusters
  Score: Raw -993367.364689 + Penalty 2917.285233 = -990450.079456
  nChanged 120
		SP:Iteration 12Q (103473.410000 sec): 3 clusters
  Score: Raw -993396.458334 + Penalty 2917.285233 = -990479.173101
  nChanged 116
		SP:Iteration 13Q (103473.600000 sec): 3 clusters
  Score: Raw -993429.785840 + Penalty 2917.285233 = -990512.500607
  nChanged 127
		SP:Iteration 14Q (103473.800000 sec): 3 clusters
  Score: Raw -993466.803613 + Penalty 2917.285233 = -990549.518380
  nChanged 133
		SP:Iteration 15Q (103473.990000 sec): 3 clusters
  Score: Raw -993500.232722 + Penalty 2917.285233 = -990582.947489
  nChanged 126
		SP:Iteration 16Q (103474.190000 sec): 3 clusters
  Score: Raw -993535.059024 + Penalty 2917.285233 = -990617.773791
  nChanged 144
		SP:Iteration 17Q (103474.390000 sec): 3 clusters
  Score: Raw -993582.340999 + Penalty 2917.285233 = -990665.055766
  nChanged 149
		SP:Iteration 18Q (103474.590000 sec): 3 clusters
  Score: Raw -993639.310235 + Penalty 2917.285233 = -990722.025002
  nChanged 171
		SP:Iteration 19Q (103474.790000 sec): 3 clusters
  Score: Raw -993714.842795 + Penalty 2917.285233 = -990797.557562
  nChanged 201
		SP:Iteration 20F (103474.980000 sec): 3 clusters
  Score: Raw -993804.738674 + Penalty 2917.285233 = -990887.453440
  nChanged 192
		SP:Iteration 21Q (103475.180000 sec): 3 clusters
  Score: Raw -993892.250674 + Penalty 2917.285233 = -990974.965441
  nChanged 219
		SP:Iteration 22Q (103475.380000 sec): 3 clusters
  Score: Raw -994009.374753 + Penalty 2917.285233 = -991092.089520
  nChanged 217
		SP:Iteration 23Q (103475.570000 sec): 3 clusters
  Score: Raw -994149.989894 + Penalty 2917.285233 = -991232.704661
  nChanged 231
		SP:Iteration 24Q (103475.770000 sec): 3 clusters
  Score: Raw -994334.545854 + Penalty 2917.285233 = -991417.260621
  nChanged 225
		SP:Iteration 25Q (103475.970000 sec): 3 clusters
  Score: Raw -994527.111774 + Penalty 2917.285233 = -991609.826541
  nChanged 226
		SP:Iteration 26Q (103476.170000 sec): 3 clusters
  Score: Raw -994729.145493 + Penalty 2917.285233 = -991811.860260
  nChanged 198
		SP:Iteration 27Q (103476.410000 sec): 3 clusters
  Score: Raw -994884.889622 + Penalty 2917.285233 = -991967.604388
  nChanged 157
		SP:Iteration 28Q (103476.570000 sec): 3 clusters
  Score: Raw -994970.392182 + Penalty 2917.285233 = -992053.106949
  nChanged 113
		SP:Iteration 29Q (103476.780000 sec): 3 clusters
  Score: Raw -995016.226565 + Penalty 2917.285233 = -992098.941332
  nChanged 88
		SP:Iteration 30Q (103476.970000 sec): 3 clusters
  Score: Raw -995047.496966 + Penalty 2917.285233 = -992130.211733
  nChanged 78
		SP:Iteration 31Q (103477.170000 sec): 3 clusters
  Score: Raw -995073.057900 + Penalty 2917.285233 = -992155.772666
  nChanged 66
		SP:Iteration 32Q (103477.360000 sec): 3 clusters
  Score: Raw -995094.779998 + Penalty 2917.285233 = -992177.494765
  nChanged 53
		SP:Iteration 33Q (103477.560000 sec): 3 clusters
  Score: Raw -995112.510207 + Penalty 2917.285233 = -992195.224974
  nChanged 47
		SP:Iteration 34Q (103477.760000 sec): 3 clusters
  Score: Raw -995126.544601 + Penalty 2917.285233 = -992209.259368
  nChanged 41
		SP:Iteration 35Q (103477.950000 sec): 3 clusters
  Score: Raw -995135.927655 + Penalty 2917.285233 = -992218.642422
  nChanged 31
		SP:Iteration 36Q (103478.190000 sec): 3 clusters
  Score: Raw -995143.381586 + Penalty 2917.285233 = -992226.096353
  nChanged 20
		SP:Iteration 37Q (103478.390000 sec): 3 clusters
  Score: Raw -995147.660279 + Penalty 2917.285233 = -992230.375046
  nChanged 14
		SP:Iteration 38Q (103478.580000 sec): 3 clusters
  Score: Raw -995151.543969 + Penalty 2917.285233 = -992234.258736
  nChanged 17
		SP:Iteration 39Q (103478.780000 sec): 3 clusters
  Score: Raw -995155.209127 + Penalty 2917.285233 = -992237.923894
  nChanged 8
		SP:Iteration 40F (103478.980000 sec): 3 clusters
  Score: Raw -995156.783953 + Penalty 2917.285233 = -992239.498720
  nChanged 5
		SP:Iteration 41Q (103479.170000 sec): 3 clusters
  Score: Raw -995157.574021 + Penalty 2917.285233 = -992240.288788
  nChanged 7
		SP:Iteration 42Q (103479.370000 sec): 3 clusters
  Score: Raw -995158.667942 + Penalty 2917.285233 = -992241.382709
  nChanged 8
		SP:Iteration 43Q (103479.570000 sec): 3 clusters
  Score: Raw -995159.603232 + Penalty 2917.285233 = -992242.317999
  nChanged 8
		SP:Iteration 44Q (103479.770000 sec): 3 clusters
  Score: Raw -995160.960439 + Penalty 2917.285233 = -992243.675206
  nChanged 6
		SP:Iteration 45Q (103479.960000 sec): 3 clusters
  Score: Raw -995162.346681 + Penalty 2917.285233 = -992245.061448
  nChanged 8
		SP:Iteration 46Q (103480.160000 sec): 3 clusters
  Score: Raw -995163.682244 + Penalty 2917.285233 = -992246.397011
  nChanged 5
		SP:Iteration 47Q (103480.350000 sec): 3 clusters
  Score: Raw -995164.542888 + Penalty 2917.285233 = -992247.257655
  nChanged 5
		SP:Iteration 48Q (103480.550000 sec): 3 clusters
  Score: Raw -995165.017098 + Penalty 2917.285233 = -992247.731865
  nChanged 0
		SP:Iteration 49F (103480.750000 sec): 3 clusters
  Score: Raw -995165.017098 + Penalty 2917.285233 = -992247.731865
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 75 (159 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (103480.810000 sec): 2 clusters
  Score: Raw -12625.308056 + Penalty 823.696933 = -11801.611123
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (103480.990000 sec): 3 clusters
  Score: Raw -12779.721430 + Penalty 1647.393866 = -11132.327564
  nChanged 20
		SP:Iteration 1F (103481.160000 sec): 3 clusters
  Score: Raw -12873.654581 + Penalty 1647.393866 = -11226.260716
  nChanged 7
		SP:Iteration 2Q (103481.340000 sec): 3 clusters
  Score: Raw -12933.468556 + Penalty 1647.393866 = -11286.074690
  nChanged 3
		SP:Iteration 3Q (103481.510000 sec): 3 clusters
  Score: Raw -12950.808992 + Penalty 1647.393866 = -11303.415126
  nChanged 2
		SP:Iteration 4Q (103481.690000 sec): 3 clusters
  Score: Raw -12960.656839 + Penalty 1647.393866 = -11313.262973
  nChanged 1
		SP:Iteration 5Q (103481.870000 sec): 3 clusters
  Score: Raw -12967.158212 + Penalty 1647.393866 = -11319.764346
  nChanged 0
		SP:Iteration 6F (103482.040000 sec): 3 clusters
  Score: Raw -12967.158212 + Penalty 1647.393866 = -11319.764346
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 78 (1000 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (103482.130000 sec): 2 clusters
  Score: Raw -123961.791236 + Penalty 1122.510233 = -122839.281004
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (103482.310000 sec): 3 clusters
  Score: Raw -123618.765799 + Penalty 2245.020466 = -121373.745333
  nChanged 305
		SP:Iteration 1F (103482.480000 sec): 3 clusters
  Score: Raw -123853.340486 + Penalty 2245.020466 = -121608.320020
  nChanged 71
		SP:Iteration 2F (103482.660000 sec): 3 clusters
  Score: Raw -123921.947528 + Penalty 2245.020466 = -121676.927063
  nChanged 49
		SP:Iteration 3Q (103482.830000 sec): 3 clusters
  Score: Raw -123970.517261 + Penalty 2245.020466 = -121725.496796
  nChanged 31
		SP:Iteration 4Q (103483.010000 sec): 3 clusters
  Score: Raw -124005.022354 + Penalty 2245.020466 = -121760.001888
  nChanged 24
		SP:Iteration 5Q (103483.160000 sec): 3 clusters
  Score: Raw -124030.386181 + Penalty 2245.020466 = -121785.365715
  nChanged 16
		SP:Iteration 6Q (103483.310000 sec): 3 clusters
  Score: Raw -124044.656255 + Penalty 2245.020466 = -121799.635790
  nChanged 6
		SP:Iteration 7Q (103483.330000 sec): 3 clusters
  Score: Raw -124051.747932 + Penalty 2245.020466 = -121806.727467
  nChanged 9
		SP:Iteration 8Q (103483.350000 sec): 3 clusters
  Score: Raw -124057.793974 + Penalty 2245.020466 = -121812.773508
  nChanged 3
		SP:Iteration 9Q (103483.380000 sec): 3 clusters
  Score: Raw -124060.861638 + Penalty 2245.020466 = -121815.841172
  nChanged 3
		SP:Iteration 10Q (103483.410000 sec): 3 clusters
  Score: Raw -124065.239568 + Penalty 2245.020466 = -121820.219103
  nChanged 5
		SP:Iteration 11Q (103483.430000 sec): 3 clusters
  Score: Raw -124068.601806 + Penalty 2245.020466 = -121823.581340
  nChanged 1
		SP:Iteration 12Q (103483.460000 sec): 3 clusters
  Score: Raw -124069.609899 + Penalty 2245.020466 = -121824.589433
  nChanged 0
		SP:Iteration 13F (103483.480000 sec): 3 clusters
  Score: Raw -124069.609899 + Penalty 2245.020466 = -121824.589433
  nChanged 0
Deleting Class 79 (102 points): Lose 1857.929461 but Gain 2224.536093
Iteration 379Q (103647.380000 sec): 79 clusters
  Score: Raw -104765678.865874 + Penalty 173513.815276 = -104592165.050598
  nChanged 2078
Iteration 380F (103872.430000 sec): 79 clusters
  Score: Raw -104766694.360653 + Penalty 173513.815276 = -104593180.545378
  nChanged 1164
Iteration 381Q (104037.470000 sec): 79 clusters
  Score: Raw -104767019.688588 + Penalty 173513.815276 = -104593505.873313
  nChanged 729
Iteration 382Q (104200.520000 sec): 79 clusters
  Score: Raw -104767170.707333 + Penalty 173513.815276 = -104593656.892057
  nChanged 556
Iteration 383Q (104364.340000 sec): 79 clusters
  Score: Raw -104767323.142261 + Penalty 173513.815276 = -104593809.326985
  nChanged 475
Iteration 384Q (104528.650000 sec): 79 clusters
  Score: Raw -104767403.570032 + Penalty 173513.815276 = -104593889.754756
  nChanged 403
Iteration 385Q (104693.720000 sec): 79 clusters
  Score: Raw -104767453.720153 + Penalty 173513.815276 = -104593939.904878
  nChanged 354
Iteration 386Q (104856.860000 sec): 79 clusters
  Score: Raw -104767496.113547 + Penalty 173513.815276 = -104593982.298271
  nChanged 345
Iteration 387Q (105020.660000 sec): 79 clusters
  Score: Raw -104767530.170110 + Penalty 173513.815276 = -104594016.354835
  nChanged 332
Iteration 388Q (105184.270000 sec): 79 clusters
  Score: Raw -104767564.469226 + Penalty 173513.815276 = -104594050.653950
  nChanged 317
Iteration 389Q (105348.250000 sec): 79 clusters
  Score: Raw -104767591.973596 + Penalty 173513.815276 = -104594078.158320
  nChanged 274
Iteration 390Q (105512.100000 sec): 79 clusters
  Score: Raw -104767623.115764 + Penalty 173513.815276 = -104594109.300488
  nChanged 272
Iteration 391Q (105675.900000 sec): 79 clusters
  Score: Raw -104767645.636611 + Penalty 173513.815276 = -104594131.821335
  nChanged 273
Iteration 392Q (105839.450000 sec): 79 clusters
  Score: Raw -104767667.160442 + Penalty 173513.815276 = -104594153.345166
  nChanged 253
Iteration 393Q (105999.920000 sec): 79 clusters
  Score: Raw -104767685.862225 + Penalty 173513.815276 = -104594172.046949
  nChanged 221
Iteration 394Q (106161.460000 sec): 79 clusters
  Score: Raw -104767698.275971 + Penalty 173513.815276 = -104594184.460695
  nChanged 170
Iteration 395Q (106325.500000 sec): 79 clusters
  Score: Raw -104767708.348666 + Penalty 173513.815276 = -104594194.533391
  nChanged 168
Iteration 396Q (106486.570000 sec): 79 clusters
  Score: Raw -104767716.711436 + Penalty 173513.815276 = -104594202.896160
  nChanged 154
Iteration 397Q (106647.630000 sec): 79 clusters
  Score: Raw -104767724.302611 + Penalty 173513.815276 = -104594210.487336
  nChanged 161
Iteration 398Q (106810.760000 sec): 79 clusters
  Score: Raw -104767731.846906 + Penalty 173513.815276 = -104594218.031631
  nChanged 145
Iteration 399Q (106974.430000 sec): 79 clusters
  Score: Raw -104767738.996215 + Penalty 173513.815276 = -104594225.180940
  nChanged 136
Iteration 400F (107206.080000 sec): 79 clusters
  Score: Raw -104767767.615413 + Penalty 173513.815276 = -104594253.800137
  nChanged 147
Iteration 401Q (107368.940000 sec): 79 clusters
  Score: Raw -104767802.647768 + Penalty 173513.815276 = -104594288.832493
  nChanged 140
Iteration 402Q (107533.160000 sec): 79 clusters
  Score: Raw -104767813.646711 + Penalty 173513.815276 = -104594299.831435
  nChanged 162
Iteration 403Q (107697.410000 sec): 79 clusters
  Score: Raw -104767824.827468 + Penalty 173513.815276 = -104594311.012192
  nChanged 163
Iteration 404Q (107861.090000 sec): 79 clusters
  Score: Raw -104767834.184825 + Penalty 173513.815276 = -104594320.369550
  nChanged 176
Iteration 405Q (108025.690000 sec): 79 clusters
  Score: Raw -104767844.352197 + Penalty 173513.815276 = -104594330.536921
  nChanged 184
Iteration 406Q (108188.020000 sec): 79 clusters
  Score: Raw -104767852.395263 + Penalty 173513.815276 = -104594338.579988
  nChanged 172
Iteration 407Q (108352.830000 sec): 79 clusters
  Score: Raw -104767860.223701 + Penalty 173513.815276 = -104594346.408425
  nChanged 186
Iteration 408Q (108516.490000 sec): 79 clusters
  Score: Raw -104767869.796284 + Penalty 173513.815276 = -104594355.981009
  nChanged 191
Iteration 409Q (108678.920000 sec): 79 clusters
  Score: Raw -104767879.409980 + Penalty 173513.815276 = -104594365.594704
  nChanged 200
Iteration 410Q (108840.330000 sec): 79 clusters
  Score: Raw -104767888.837211 + Penalty 173513.815276 = -104594375.021936
  nChanged 191
Iteration 411Q (109003.650000 sec): 79 clusters
  Score: Raw -104767898.003769 + Penalty 173513.815276 = -104594384.188494
  nChanged 188
Iteration 412Q (109167.600000 sec): 79 clusters
  Score: Raw -104767906.393017 + Penalty 173513.815276 = -104594392.577741
  nChanged 170
Iteration 413Q (109330.100000 sec): 79 clusters
  Score: Raw -104767912.876205 + Penalty 173513.815276 = -104594399.060930
  nChanged 148
Iteration 414Q (109494.320000 sec): 79 clusters
  Score: Raw -104767918.822410 + Penalty 173513.815276 = -104594405.007134
  nChanged 142
Iteration 415Q (109658.670000 sec): 79 clusters
  Score: Raw -104767924.311981 + Penalty 173513.815276 = -104594410.496705
  nChanged 140
Iteration 416Q (109821.800000 sec): 79 clusters
  Score: Raw -104767929.581175 + Penalty 173513.815276 = -104594415.765899
  nChanged 116
Iteration 417Q (109984.860000 sec): 79 clusters
  Score: Raw -104767934.031968 + Penalty 173513.815276 = -104594420.216692
  nChanged 112
Iteration 418Q (110148.510000 sec): 79 clusters
  Score: Raw -104767938.728804 + Penalty 173513.815276 = -104594424.913528
  nChanged 110
Writing temp clu file 
Because OldScore, -104594420.216692, is greater than current (better) Score,-104594424.913528 
 Compute initial score before splitting:   Score: Raw -104767938.728804 + Penalty 173513.815276 = -104594424.913528
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 1 (379 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (110148.690000 sec): 2 clusters
  Score: Raw -35668.273532 + Penalty 964.849633 = -34703.423898
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (110148.880000 sec): 3 clusters
  Score: Raw -35714.293305 + Penalty 1929.699267 = -33784.594039
  nChanged 92
		SP:Iteration 1F (110149.040000 sec): 3 clusters
  Score: Raw -35901.730575 + Penalty 1929.699267 = -33972.031309
  nChanged 27
		SP:Iteration 2F (110149.200000 sec): 3 clusters
  Score: Raw -35958.262158 + Penalty 1929.699267 = -34028.562891
  nChanged 14
		SP:Iteration 3Q (110149.370000 sec): 3 clusters
  Score: Raw -36013.953995 + Penalty 1929.699267 = -34084.254728
  nChanged 9
		SP:Iteration 4Q (110149.550000 sec): 3 clusters
  Score: Raw -36048.999043 + Penalty 1929.699267 = -34119.299776
  nChanged 6
		SP:Iteration 5Q (110149.730000 sec): 3 clusters
  Score: Raw -36079.221849 + Penalty 1929.699267 = -34149.522582
  nChanged 5
		SP:Iteration 6Q (110149.900000 sec): 3 clusters
  Score: Raw -36092.808345 + Penalty 1929.699267 = -34163.109078
  nChanged 7
		SP:Iteration 7Q (110149.950000 sec): 3 clusters
  Score: Raw -36112.916860 + Penalty 1929.699267 = -34183.217593
  nChanged 2
		SP:Iteration 8Q (110149.960000 sec): 3 clusters
  Score: Raw -36119.106713 + Penalty 1929.699267 = -34189.407446
  nChanged 1
		SP:Iteration 9Q (110149.970000 sec): 3 clusters
  Score: Raw -36120.717909 + Penalty 1929.699267 = -34191.018643
  nChanged 2
		SP:Iteration 10Q (110149.980000 sec): 3 clusters
  Score: Raw -36126.094953 + Penalty 1929.699267 = -34196.395686
  nChanged 3
		SP:Iteration 11Q (110149.990000 sec): 3 clusters
  Score: Raw -36131.600601 + Penalty 1929.699267 = -34201.901335
  nChanged 0
		SP:Iteration 12F (110150.000000 sec): 3 clusters
  Score: Raw -36131.600601 + Penalty 1929.699267 = -34201.901335
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 2 (29171 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (110150.280000 sec): 2 clusters
  Score: Raw -3574637.419278 + Penalty 1670.651181 = -3572966.768097
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (110150.700000 sec): 3 clusters
  Score: Raw -3556729.885126 + Penalty 3341.302362 = -3553388.582764
  nChanged 13450
		SP:Iteration 1F (110151.120000 sec): 3 clusters
  Score: Raw -3564231.110329 + Penalty 3341.302362 = -3560889.807967
  nChanged 1430
		SP:Iteration 2Q (110151.530000 sec): 3 clusters
  Score: Raw -3564758.216242 + Penalty 3341.302362 = -3561416.913880
  nChanged 1421
		SP:Iteration 3Q (110151.950000 sec): 3 clusters
  Score: Raw -3565326.846783 + Penalty 3341.302362 = -3561985.544421
  nChanged 1466
		SP:Iteration 4F (110152.370000 sec): 3 clusters
  Score: Raw -3565980.745570 + Penalty 3341.302362 = -3562639.443209
  nChanged 1551
		SP:Iteration 5F (110152.780000 sec): 3 clusters
  Score: Raw -3566769.757309 + Penalty 3341.302362 = -3563428.454947
  nChanged 1685
		SP:Iteration 6F (110153.150000 sec): 3 clusters
  Score: Raw -3567697.723668 + Penalty 3341.302362 = -3564356.421306
  nChanged 1709
		SP:Iteration 7F (110153.570000 sec): 3 clusters
  Score: Raw -3568698.948782 + Penalty 3341.302362 = -3565357.646421
  nChanged 1657
		SP:Iteration 8F (110153.950000 sec): 3 clusters
  Score: Raw -3569795.451422 + Penalty 3341.302362 = -3566454.149060
  nChanged 1596
		SP:Iteration 9F (110154.370000 sec): 3 clusters
  Score: Raw -3570941.868823 + Penalty 3341.302362 = -3567600.566461
  nChanged 1439
		SP:Iteration 10Q (110154.740000 sec): 3 clusters
  Score: Raw -3572056.232046 + Penalty 3341.302362 = -3568714.929684
  nChanged 1173
		SP:Iteration 11Q (110155.160000 sec): 3 clusters
  Score: Raw -3572965.032178 + Penalty 3341.302362 = -3569623.729816
  nChanged 879
		SP:Iteration 12Q (110155.540000 sec): 3 clusters
  Score: Raw -3573654.961061 + Penalty 3341.302362 = -3570313.658699
  nChanged 593
		SP:Iteration 13Q (110155.910000 sec): 3 clusters
  Score: Raw -3574136.844137 + Penalty 3341.302362 = -3570795.541775
  nChanged 383
		SP:Iteration 14Q (110156.290000 sec): 3 clusters
  Score: Raw -3574453.254894 + Penalty 3341.302362 = -3571111.952532
  nChanged 208
		SP:Iteration 15Q (110156.670000 sec): 3 clusters
  Score: Raw -3574618.824419 + Penalty 3341.302362 = -3571277.522057
  nChanged 131
		SP:Iteration 16Q (110157.010000 sec): 3 clusters
  Score: Raw -3574714.177028 + Penalty 3341.302362 = -3571372.874666
  nChanged 70
		SP:Iteration 17Q (110157.370000 sec): 3 clusters
  Score: Raw -3574768.597412 + Penalty 3341.302362 = -3571427.295051
  nChanged 43
		SP:Iteration 18Q (110157.750000 sec): 3 clusters
  Score: Raw -3574802.184167 + Penalty 3341.302362 = -3571460.881805
  nChanged 34
		SP:Iteration 19Q (110158.120000 sec): 3 clusters
  Score: Raw -3574822.180216 + Penalty 3341.302362 = -3571480.877854
  nChanged 22
		SP:Iteration 20F (110158.550000 sec): 3 clusters
  Score: Raw -3574835.906291 + Penalty 3341.302362 = -3571494.603930
  nChanged 20
		SP:Iteration 21Q (110158.920000 sec): 3 clusters
  Score: Raw -3574848.979128 + Penalty 3341.302362 = -3571507.676766
  nChanged 12
		SP:Iteration 22Q (110159.220000 sec): 3 clusters
  Score: Raw -3574856.162875 + Penalty 3341.302362 = -3571514.860513
  nChanged 17
		SP:Iteration 23Q (110159.600000 sec): 3 clusters
  Score: Raw -3574865.332934 + Penalty 3341.302362 = -3571524.030572
  nChanged 10
		SP:Iteration 24Q (110159.970000 sec): 3 clusters
  Score: Raw -3574871.434464 + Penalty 3341.302362 = -3571530.132102
  nChanged 8
		SP:Iteration 25Q (110160.350000 sec): 3 clusters
  Score: Raw -3574875.971666 + Penalty 3341.302362 = -3571534.669305
  nChanged 4
		SP:Iteration 26Q (110160.720000 sec): 3 clusters
  Score: Raw -3574877.910274 + Penalty 3341.302362 = -3571536.607912
  nChanged 7
		SP:Iteration 27Q (110161.090000 sec): 3 clusters
  Score: Raw -3574882.347572 + Penalty 3341.302362 = -3571541.045210
  nChanged 9
		SP:Iteration 28Q (110161.410000 sec): 3 clusters
  Score: Raw -3574886.909172 + Penalty 3341.302362 = -3571545.606810
  nChanged 3
		SP:Iteration 29Q (110161.730000 sec): 3 clusters
  Score: Raw -3574888.865589 + Penalty 3341.302362 = -3571547.563227
  nChanged 4
		SP:Iteration 30Q (110162.010000 sec): 3 clusters
  Score: Raw -3574890.888898 + Penalty 3341.302362 = -3571549.586536
  nChanged 4
		SP:Iteration 31Q (110162.310000 sec): 3 clusters
  Score: Raw -3574892.810540 + Penalty 3341.302362 = -3571551.508178
  nChanged 5
		SP:Iteration 32Q (110162.700000 sec): 3 clusters
  Score: Raw -3574895.753840 + Penalty 3341.302362 = -3571554.451478
  nChanged 3
		SP:Iteration 33Q (110163.110000 sec): 3 clusters
  Score: Raw -3574898.823605 + Penalty 3341.302362 = -3571557.521244
  nChanged 4
		SP:Iteration 34Q (110163.480000 sec): 3 clusters
  Score: Raw -3574900.944549 + Penalty 3341.302362 = -3571559.642188
  nChanged 1
		SP:Iteration 35Q (110163.840000 sec): 3 clusters
  Score: Raw -3574901.549155 + Penalty 3341.302362 = -3571560.246793
  nChanged 3
		SP:Iteration 36Q (110164.210000 sec): 3 clusters
  Score: Raw -3574903.998985 + Penalty 3341.302362 = -3571562.696623
  nChanged 3
		SP:Iteration 37Q (110164.580000 sec): 3 clusters
  Score: Raw -3574905.598529 + Penalty 3341.302362 = -3571564.296167
  nChanged 3
		SP:Iteration 38Q (110164.930000 sec): 3 clusters
  Score: Raw -3574906.735100 + Penalty 3341.302362 = -3571565.432738
  nChanged 2
		SP:Iteration 39Q (110165.320000 sec): 3 clusters
  Score: Raw -3574907.790814 + Penalty 3341.302362 = -3571566.488452
  nChanged 3
		SP:Iteration 40F (110165.700000 sec): 3 clusters
  Score: Raw -3574909.589543 + Penalty 3341.302362 = -3571568.287181
  nChanged 4
		SP:Iteration 41Q (110166.070000 sec): 3 clusters
  Score: Raw -3574911.995931 + Penalty 3341.302362 = -3571570.693569
  nChanged 1
		SP:Iteration 42Q (110166.390000 sec): 3 clusters
  Score: Raw -3574912.554286 + Penalty 3341.302362 = -3571571.251924
  nChanged 4
		SP:Iteration 43Q (110166.750000 sec): 3 clusters
  Score: Raw -3574915.513823 + Penalty 3341.302362 = -3571574.211461
  nChanged 4
		SP:Iteration 44Q (110167.120000 sec): 3 clusters
  Score: Raw -3574917.589459 + Penalty 3341.302362 = -3571576.287097
  nChanged 2
		SP:Iteration 45Q (110167.500000 sec): 3 clusters
  Score: Raw -3574918.882282 + Penalty 3341.302362 = -3571577.579920
  nChanged 2
		SP:Iteration 46Q (110167.880000 sec): 3 clusters
  Score: Raw -3574920.233116 + Penalty 3341.302362 = -3571578.930754
  nChanged 5
		SP:Iteration 47Q (110168.250000 sec): 3 clusters
  Score: Raw -3574923.911045 + Penalty 3341.302362 = -3571582.608683
  nChanged 7
		SP:Iteration 48Q (110168.620000 sec): 3 clusters
  Score: Raw -3574930.735966 + Penalty 3341.302362 = -3571589.433604
  nChanged 10
		SP:Iteration 49Q (110169.000000 sec): 3 clusters
  Score: Raw -3574939.736871 + Penalty 3341.302362 = -3571598.434509
  nChanged 8
		SP:Iteration 50Q (110169.380000 sec): 3 clusters
  Score: Raw -3574948.419707 + Penalty 3341.302362 = -3571607.117345
  nChanged 13
		SP:Iteration 51Q (110169.750000 sec): 3 clusters
  Score: Raw -3574961.260983 + Penalty 3341.302362 = -3571619.958621
  nChanged 12
		SP:Iteration 52Q (110170.120000 sec): 3 clusters
  Score: Raw -3574969.258267 + Penalty 3341.302362 = -3571627.955905
  nChanged 6
		SP:Iteration 53Q (110170.460000 sec): 3 clusters
  Score: Raw -3574971.527384 + Penalty 3341.302362 = -3571630.225022
  nChanged 3
		SP:Iteration 54Q (110170.840000 sec): 3 clusters
  Score: Raw -3574975.461161 + Penalty 3341.302362 = -3571634.158799
  nChanged 5
		SP:Iteration 55Q (110171.220000 sec): 3 clusters
  Score: Raw -3574978.691310 + Penalty 3341.302362 = -3571637.388948
  nChanged 6
		SP:Iteration 56Q (110171.590000 sec): 3 clusters
  Score: Raw -3574982.522611 + Penalty 3341.302362 = -3571641.220250
  nChanged 2
		SP:Iteration 57Q (110171.970000 sec): 3 clusters
  Score: Raw -3574983.743555 + Penalty 3341.302362 = -3571642.441193
  nChanged 2
		SP:Iteration 58Q (110172.340000 sec): 3 clusters
  Score: Raw -3574985.313008 + Penalty 3341.302362 = -3571644.010647
  nChanged 1
		SP:Iteration 59Q (110172.720000 sec): 3 clusters
  Score: Raw -3574986.171515 + Penalty 3341.302362 = -3571644.869153
  nChanged 1
		SP:Iteration 60F (110173.090000 sec): 3 clusters
  Score: Raw -3574987.102513 + Penalty 3341.302362 = -3571645.800151
  nChanged 3
		SP:Iteration 61Q (110173.420000 sec): 3 clusters
  Score: Raw -3574989.101073 + Penalty 3341.302362 = -3571647.798711
  nChanged 4
		SP:Iteration 62Q (110173.790000 sec): 3 clusters
  Score: Raw -3574990.735066 + Penalty 3341.302362 = -3571649.432704
  nChanged 4
		SP:Iteration 63Q (110174.170000 sec): 3 clusters
  Score: Raw -3574993.655620 + Penalty 3341.302362 = -3571652.353259
  nChanged 4
		SP:Iteration 64Q (110174.540000 sec): 3 clusters
  Score: Raw -3574997.702364 + Penalty 3341.302362 = -3571656.400002
  nChanged 2
		SP:Iteration 65Q (110174.920000 sec): 3 clusters
  Score: Raw -3574999.453052 + Penalty 3341.302362 = -3571658.150690
  nChanged 1
		SP:Iteration 66Q (110175.290000 sec): 3 clusters
  Score: Raw -3575000.082843 + Penalty 3341.302362 = -3571658.780481
  nChanged 1
		SP:Iteration 67Q (110175.660000 sec): 3 clusters
  Score: Raw -3575001.002225 + Penalty 3341.302362 = -3571659.699863
  nChanged 2
		SP:Iteration 68Q (110175.990000 sec): 3 clusters
  Score: Raw -3575003.026922 + Penalty 3341.302362 = -3571661.724560
  nChanged 2
		SP:Iteration 69Q (110176.370000 sec): 3 clusters
  Score: Raw -3575005.071209 + Penalty 3341.302362 = -3571663.768847
  nChanged 4
		SP:Iteration 70Q (110176.740000 sec): 3 clusters
  Score: Raw -3575007.045319 + Penalty 3341.302362 = -3571665.742957
  nChanged 0
		SP:Iteration 71F (110177.120000 sec): 3 clusters
  Score: Raw -3575007.045319 + Penalty 3341.302362 = -3571665.742957
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 3 (5497 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (110177.220000 sec): 2 clusters
  Score: Raw -672111.547843 + Penalty 1399.443137 = -670712.104706
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (110177.400000 sec): 3 clusters
  Score: Raw -669277.945836 + Penalty 2798.886275 = -666479.059562
  nChanged 2222
		SP:Iteration 1F (110177.570000 sec): 3 clusters
  Score: Raw -670616.132714 + Penalty 2798.886275 = -667817.246439
  nChanged 420
		SP:Iteration 2F (110177.740000 sec): 3 clusters
  Score: Raw -670891.095986 + Penalty 2798.886275 = -668092.209712
  nChanged 328
		SP:Iteration 3F (110177.920000 sec): 3 clusters
  Score: Raw -671104.007964 + Penalty 2798.886275 = -668305.121690
  nChanged 280
		SP:Iteration 4F (110178.090000 sec): 3 clusters
  Score: Raw -671248.028935 + Penalty 2798.886275 = -668449.142660
  nChanged 226
		SP:Iteration 5Q (110178.260000 sec): 3 clusters
  Score: Raw -671357.290040 + Penalty 2798.886275 = -668558.403766
  nChanged 191
		SP:Iteration 6Q (110178.430000 sec): 3 clusters
  Score: Raw -671443.947583 + Penalty 2798.886275 = -668645.061309
  nChanged 172
		SP:Iteration 7Q (110178.600000 sec): 3 clusters
  Score: Raw -671535.744489 + Penalty 2798.886275 = -668736.858214
  nChanged 154
		SP:Iteration 8Q (110178.780000 sec): 3 clusters
  Score: Raw -671595.397881 + Penalty 2798.886275 = -668796.511606
  nChanged 127
		SP:Iteration 9Q (110178.950000 sec): 3 clusters
  Score: Raw -671642.693147 + Penalty 2798.886275 = -668843.806873
  nChanged 130
		SP:Iteration 10Q (110179.120000 sec): 3 clusters
  Score: Raw -671691.873895 + Penalty 2798.886275 = -668892.987620
  nChanged 102
		SP:Iteration 11Q (110179.290000 sec): 3 clusters
  Score: Raw -671731.220370 + Penalty 2798.886275 = -668932.334096
  nChanged 97
		SP:Iteration 12Q (110179.460000 sec): 3 clusters
  Score: Raw -671774.623134 + Penalty 2798.886275 = -668975.736859
  nChanged 103
		SP:Iteration 13Q (110179.630000 sec): 3 clusters
  Score: Raw -671810.865081 + Penalty 2798.886275 = -669011.978807
  nChanged 86
		SP:Iteration 14Q (110179.800000 sec): 3 clusters
  Score: Raw -671841.888209 + Penalty 2798.886275 = -669043.001934
  nChanged 80
		SP:Iteration 15Q (110179.980000 sec): 3 clusters
  Score: Raw -671870.991971 + Penalty 2798.886275 = -669072.105697
  nChanged 92
		SP:Iteration 16Q (110180.150000 sec): 3 clusters
  Score: Raw -671903.102207 + Penalty 2798.886275 = -669104.215932
  nChanged 87
		SP:Iteration 17Q (110180.320000 sec): 3 clusters
  Score: Raw -671930.565661 + Penalty 2798.886275 = -669131.679386
  nChanged 77
		SP:Iteration 18Q (110180.490000 sec): 3 clusters
  Score: Raw -671957.066154 + Penalty 2798.886275 = -669158.179880
  nChanged 81
		SP:Iteration 19Q (110180.660000 sec): 3 clusters
  Score: Raw -671988.035054 + Penalty 2798.886275 = -669189.148780
  nChanged 85
		SP:Iteration 20F (110180.830000 sec): 3 clusters
  Score: Raw -672028.170775 + Penalty 2798.886275 = -669229.284500
  nChanged 84
		SP:Iteration 21Q (110181.000000 sec): 3 clusters
  Score: Raw -672057.774621 + Penalty 2798.886275 = -669258.888346
  nChanged 67
		SP:Iteration 22Q (110181.170000 sec): 3 clusters
  Score: Raw -672083.717711 + Penalty 2798.886275 = -669284.831437
  nChanged 65
		SP:Iteration 23Q (110181.340000 sec): 3 clusters
  Score: Raw -672105.542653 + Penalty 2798.886275 = -669306.656378
  nChanged 52
		SP:Iteration 24Q (110181.520000 sec): 3 clusters
  Score: Raw -672122.114734 + Penalty 2798.886275 = -669323.228459
  nChanged 43
		SP:Iteration 25Q (110181.690000 sec): 3 clusters
  Score: Raw -672132.674408 + Penalty 2798.886275 = -669333.788134
  nChanged 35
		SP:Iteration 26Q (110181.860000 sec): 3 clusters
  Score: Raw -672141.139529 + Penalty 2798.886275 = -669342.253255
  nChanged 30
		SP:Iteration 27Q (110182.030000 sec): 3 clusters
  Score: Raw -672150.152609 + Penalty 2798.886275 = -669351.266334
  nChanged 32
		SP:Iteration 28Q (110182.200000 sec): 3 clusters
  Score: Raw -672160.318254 + Penalty 2798.886275 = -669361.431980
  nChanged 24
		SP:Iteration 29Q (110182.380000 sec): 3 clusters
  Score: Raw -672167.942219 + Penalty 2798.886275 = -669369.055944
  nChanged 31
		SP:Iteration 30Q (110182.550000 sec): 3 clusters
  Score: Raw -672178.356767 + Penalty 2798.886275 = -669379.470493
  nChanged 29
		SP:Iteration 31Q (110182.720000 sec): 3 clusters
  Score: Raw -672186.769465 + Penalty 2798.886275 = -669387.883191
  nChanged 23
		SP:Iteration 32Q (110182.880000 sec): 3 clusters
  Score: Raw -672193.545954 + Penalty 2798.886275 = -669394.659679
  nChanged 20
		SP:Iteration 33Q (110183.040000 sec): 3 clusters
  Score: Raw -672200.495350 + Penalty 2798.886275 = -669401.609075
  nChanged 22
		SP:Iteration 34Q (110183.210000 sec): 3 clusters
  Score: Raw -672207.034115 + Penalty 2798.886275 = -669408.147840
  nChanged 27
		SP:Iteration 35Q (110183.380000 sec): 3 clusters
  Score: Raw -672215.446273 + Penalty 2798.886275 = -669416.559998
  nChanged 20
		SP:Iteration 36Q (110183.550000 sec): 3 clusters
  Score: Raw -672221.022300 + Penalty 2798.886275 = -669422.136026
  nChanged 15
		SP:Iteration 37Q (110183.720000 sec): 3 clusters
  Score: Raw -672225.550518 + Penalty 2798.886275 = -669426.664243
  nChanged 10
		SP:Iteration 38Q (110183.890000 sec): 3 clusters
  Score: Raw -672228.911081 + Penalty 2798.886275 = -669430.024807
  nChanged 14
		SP:Iteration 39Q (110184.060000 sec): 3 clusters
  Score: Raw -672233.260904 + Penalty 2798.886275 = -669434.374629
  nChanged 15
		SP:Iteration 40F (110184.240000 sec): 3 clusters
  Score: Raw -672239.564425 + Penalty 2798.886275 = -669440.678151
  nChanged 18
		SP:Iteration 41Q (110184.410000 sec): 3 clusters
  Score: Raw -672246.690113 + Penalty 2798.886275 = -669447.803838
  nChanged 15
		SP:Iteration 42Q (110184.580000 sec): 3 clusters
  Score: Raw -672249.958588 + Penalty 2798.886275 = -669451.072313
  nChanged 9
		SP:Iteration 43Q (110184.750000 sec): 3 clusters
  Score: Raw -672252.565457 + Penalty 2798.886275 = -669453.679182
  nChanged 15
		SP:Iteration 44Q (110184.920000 sec): 3 clusters
  Score: Raw -672256.568330 + Penalty 2798.886275 = -669457.682056
  nChanged 12
		SP:Iteration 45Q (110185.090000 sec): 3 clusters
  Score: Raw -672260.566990 + Penalty 2798.886275 = -669461.680715
  nChanged 8
		SP:Iteration 46Q (110185.260000 sec): 3 clusters
  Score: Raw -672264.718016 + Penalty 2798.886275 = -669465.831742
  nChanged 14
		SP:Iteration 47Q (110185.440000 sec): 3 clusters
  Score: Raw -672270.686815 + Penalty 2798.886275 = -669471.800541
  nChanged 16
		SP:Iteration 48Q (110185.610000 sec): 3 clusters
  Score: Raw -672277.148230 + Penalty 2798.886275 = -669478.261956
  nChanged 14
		SP:Iteration 49Q (110185.780000 sec): 3 clusters
  Score: Raw -672280.680788 + Penalty 2798.886275 = -669481.794514
  nChanged 9
		SP:Iteration 50Q (110185.950000 sec): 3 clusters
  Score: Raw -672283.005642 + Penalty 2798.886275 = -669484.119367
  nChanged 8
		SP:Iteration 51Q (110186.120000 sec): 3 clusters
  Score: Raw -672285.980057 + Penalty 2798.886275 = -669487.093782
  nChanged 5
		SP:Iteration 52Q (110186.290000 sec): 3 clusters
  Score: Raw -672287.692424 + Penalty 2798.886275 = -669488.806149
  nChanged 8
		SP:Iteration 53Q (110186.470000 sec): 3 clusters
  Score: Raw -672289.460085 + Penalty 2798.886275 = -669490.573811
  nChanged 7
		SP:Iteration 54Q (110186.640000 sec): 3 clusters
  Score: Raw -672290.766530 + Penalty 2798.886275 = -669491.880255
  nChanged 4
		SP:Iteration 55Q (110186.730000 sec): 3 clusters
  Score: Raw -672291.814064 + Penalty 2798.886275 = -669492.927790
  nChanged 5
		SP:Iteration 56Q (110186.940000 sec): 3 clusters
  Score: Raw -672292.694610 + Penalty 2798.886275 = -669493.808335
  nChanged 1
		SP:Iteration 57Q (110187.070000 sec): 3 clusters
  Score: Raw -672292.870897 + Penalty 2798.886275 = -669493.984622
  nChanged 2
		SP:Iteration 58Q (110187.170000 sec): 3 clusters
  Score: Raw -672293.313783 + Penalty 2798.886275 = -669494.427509
  nChanged 2
		SP:Iteration 59Q (110187.380000 sec): 3 clusters
  Score: Raw -672294.812421 + Penalty 2798.886275 = -669495.926146
  nChanged 4
		SP:Iteration 60F (110187.550000 sec): 3 clusters
  Score: Raw -672296.549535 + Penalty 2798.886275 = -669497.663260
  nChanged 6
		SP:Iteration 61Q (110187.700000 sec): 3 clusters
  Score: Raw -672298.437103 + Penalty 2798.886275 = -669499.550828
  nChanged 12
		SP:Iteration 62Q (110187.870000 sec): 3 clusters
  Score: Raw -672304.306107 + Penalty 2798.886275 = -669505.419832
  nChanged 15
		SP:Iteration 63Q (110188.050000 sec): 3 clusters
  Score: Raw -672311.242707 + Penalty 2798.886275 = -669512.356432
  nChanged 17
		SP:Iteration 64Q (110188.220000 sec): 3 clusters
  Score: Raw -672318.477977 + Penalty 2798.886275 = -669519.591702
  nChanged 19
		SP:Iteration 65Q (110188.390000 sec): 3 clusters
  Score: Raw -672325.855397 + Penalty 2798.886275 = -669526.969122
  nChanged 17
		SP:Iteration 66Q (110188.560000 sec): 3 clusters
  Score: Raw -672332.227878 + Penalty 2798.886275 = -669533.341604
  nChanged 18
		SP:Iteration 67Q (110188.730000 sec): 3 clusters
  Score: Raw -672341.185367 + Penalty 2798.886275 = -669542.299093
  nChanged 24
		SP:Iteration 68Q (110188.900000 sec): 3 clusters
  Score: Raw -672354.557413 + Penalty 2798.886275 = -669555.671138
  nChanged 31
		SP:Iteration 69Q (110189.000000 sec): 3 clusters
  Score: Raw -672368.327477 + Penalty 2798.886275 = -669569.441203
  nChanged 28
		SP:Iteration 70Q (110189.210000 sec): 3 clusters
  Score: Raw -672377.851197 + Penalty 2798.886275 = -669578.964923
  nChanged 22
		SP:Iteration 71Q (110189.380000 sec): 3 clusters
  Score: Raw -672387.652312 + Penalty 2798.886275 = -669588.766038
  nChanged 25
		SP:Iteration 72Q (110189.510000 sec): 3 clusters
  Score: Raw -672401.168094 + Penalty 2798.886275 = -669602.281819
  nChanged 23
		SP:Iteration 73Q (110189.690000 sec): 3 clusters
  Score: Raw -672410.994022 + Penalty 2798.886275 = -669612.107747
  nChanged 15
		SP:Iteration 74Q (110189.860000 sec): 3 clusters
  Score: Raw -672420.559012 + Penalty 2798.886275 = -669621.672738
  nChanged 20
		SP:Iteration 75Q (110190.030000 sec): 3 clusters
  Score: Raw -672435.572539 + Penalty 2798.886275 = -669636.686265
  nChanged 23
		SP:Iteration 76Q (110190.200000 sec): 3 clusters
  Score: Raw -672451.481739 + Penalty 2798.886275 = -669652.595465
  nChanged 25
		SP:Iteration 77Q (110190.370000 sec): 3 clusters
  Score: Raw -672470.306034 + Penalty 2798.886275 = -669671.419759
  nChanged 27
		SP:Iteration 78Q (110190.570000 sec): 3 clusters
  Score: Raw -672491.392501 + Penalty 2798.886275 = -669692.506226
  nChanged 35
		SP:Iteration 79Q (110190.760000 sec): 3 clusters
  Score: Raw -672530.843006 + Penalty 2798.886275 = -669731.956731
  nChanged 39
		SP:Iteration 80F (110190.930000 sec): 3 clusters
  Score: Raw -672582.615046 + Penalty 2798.886275 = -669783.728771
  nChanged 36
		SP:Iteration 81Q (110191.110000 sec): 3 clusters
  Score: Raw -672628.971536 + Penalty 2798.886275 = -669830.085261
  nChanged 42
		SP:Iteration 82Q (110191.280000 sec): 3 clusters
  Score: Raw -672653.660796 + Penalty 2798.886275 = -669854.774521
  nChanged 19
		SP:Iteration 83Q (110191.480000 sec): 3 clusters
  Score: Raw -672660.843831 + Penalty 2798.886275 = -669861.957556
  nChanged 8
		SP:Iteration 84Q (110191.650000 sec): 3 clusters
  Score: Raw -672663.791762 + Penalty 2798.886275 = -669864.905487
  nChanged 12
		SP:Iteration 85Q (110191.800000 sec): 3 clusters
  Score: Raw -672668.223403 + Penalty 2798.886275 = -669869.337128
  nChanged 7
		SP:Iteration 86Q (110191.970000 sec): 3 clusters
  Score: Raw -672670.547542 + Penalty 2798.886275 = -669871.661267
  nChanged 4
		SP:Iteration 87Q (110192.140000 sec): 3 clusters
  Score: Raw -672672.099016 + Penalty 2798.886275 = -669873.212742
  nChanged 4
		SP:Iteration 88Q (110192.310000 sec): 3 clusters
  Score: Raw -672672.936363 + Penalty 2798.886275 = -669874.050088
  nChanged 2
		SP:Iteration 89Q (110192.500000 sec): 3 clusters
  Score: Raw -672673.335072 + Penalty 2798.886275 = -669874.448798
  nChanged 0
		SP:Iteration 90F (110192.700000 sec): 3 clusters
  Score: Raw -672673.335072 + Penalty 2798.886275 = -669874.448798
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 4 (9273 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (110192.810000 sec): 2 clusters
  Score: Raw -1161264.463797 + Penalty 1484.415113 = -1159780.048684
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (110193.010000 sec): 3 clusters
  Score: Raw -1156014.143167 + Penalty 2968.830225 = -1153045.312942
  nChanged 3985
		SP:Iteration 1F (110193.200000 sec): 3 clusters
  Score: Raw -1158308.665740 + Penalty 2968.830225 = -1155339.835515
  nChanged 750
		SP:Iteration 2F (110193.390000 sec): 3 clusters
  Score: Raw -1158912.157059 + Penalty 2968.830225 = -1155943.326833
  nChanged 852
		SP:Iteration 3F (110193.580000 sec): 3 clusters
  Score: Raw -1159694.820084 + Penalty 2968.830225 = -1156725.989859
  nChanged 787
		SP:Iteration 4F (110193.770000 sec): 3 clusters
  Score: Raw -1160402.245454 + Penalty 2968.830225 = -1157433.415229
  nChanged 642
		SP:Iteration 5F (110193.960000 sec): 3 clusters
  Score: Raw -1160878.840294 + Penalty 2968.830225 = -1157910.010069
  nChanged 463
		SP:Iteration 6Q (110194.240000 sec): 3 clusters
  Score: Raw -1161151.126354 + Penalty 2968.830225 = -1158182.296129
  nChanged 296
		SP:Iteration 7Q (110194.390000 sec): 3 clusters
  Score: Raw -1161301.779145 + Penalty 2968.830225 = -1158332.948920
  nChanged 211
		SP:Iteration 8Q (110194.660000 sec): 3 clusters
  Score: Raw -1161396.477087 + Penalty 2968.830225 = -1158427.646862
  nChanged 160
		SP:Iteration 9Q (110194.850000 sec): 3 clusters
  Score: Raw -1161458.625551 + Penalty 2968.830225 = -1158489.795326
  nChanged 110
		SP:Iteration 10Q (110195.040000 sec): 3 clusters
  Score: Raw -1161500.190896 + Penalty 2968.830225 = -1158531.360671
  nChanged 91
		SP:Iteration 11Q (110195.230000 sec): 3 clusters
  Score: Raw -1161531.838352 + Penalty 2968.830225 = -1158563.008127
  nChanged 78
		SP:Iteration 12Q (110195.420000 sec): 3 clusters
  Score: Raw -1161557.000980 + Penalty 2968.830225 = -1158588.170755
  nChanged 64
		SP:Iteration 13Q (110195.650000 sec): 3 clusters
  Score: Raw -1161574.993496 + Penalty 2968.830225 = -1158606.163271
  nChanged 56
		SP:Iteration 14Q (110195.840000 sec): 3 clusters
  Score: Raw -1161589.691695 + Penalty 2968.830225 = -1158620.861470
  nChanged 53
		SP:Iteration 15Q (110196.020000 sec): 3 clusters
  Score: Raw -1161603.079202 + Penalty 2968.830225 = -1158634.248977
  nChanged 51
		SP:Iteration 16Q (110196.220000 sec): 3 clusters
  Score: Raw -1161618.488872 + Penalty 2968.830225 = -1158649.658647
  nChanged 41
		SP:Iteration 17Q (110196.410000 sec): 3 clusters
  Score: Raw -1161629.567582 + Penalty 2968.830225 = -1158660.737357
  nChanged 39
		SP:Iteration 18Q (110196.600000 sec): 3 clusters
  Score: Raw -1161639.934107 + Penalty 2968.830225 = -1158671.103882
  nChanged 38
		SP:Iteration 19Q (110196.800000 sec): 3 clusters
  Score: Raw -1161648.745597 + Penalty 2968.830225 = -1158679.915372
  nChanged 26
		SP:Iteration 20F (110196.990000 sec): 3 clusters
  Score: Raw -1161653.689917 + Penalty 2968.830225 = -1158684.859692
  nChanged 14
		SP:Iteration 21Q (110197.180000 sec): 3 clusters
  Score: Raw -1161656.166484 + Penalty 2968.830225 = -1158687.336259
  nChanged 12
		SP:Iteration 22Q (110197.380000 sec): 3 clusters
  Score: Raw -1161658.536717 + Penalty 2968.830225 = -1158689.706492
  nChanged 19
		SP:Iteration 23Q (110197.570000 sec): 3 clusters
  Score: Raw -1161662.299324 + Penalty 2968.830225 = -1158693.469099
  nChanged 13
		SP:Iteration 24Q (110197.760000 sec): 3 clusters
  Score: Raw -1161665.229409 + Penalty 2968.830225 = -1158696.399184
  nChanged 18
		SP:Iteration 25Q (110197.980000 sec): 3 clusters
  Score: Raw -1161670.137537 + Penalty 2968.830225 = -1158701.307312
  nChanged 21
		SP:Iteration 26Q (110198.240000 sec): 3 clusters
  Score: Raw -1161676.025368 + Penalty 2968.830225 = -1158707.195143
  nChanged 24
		SP:Iteration 27Q (110198.420000 sec): 3 clusters
  Score: Raw -1161683.400441 + Penalty 2968.830225 = -1158714.570216
  nChanged 24
		SP:Iteration 28Q (110198.600000 sec): 3 clusters
  Score: Raw -1161690.439691 + Penalty 2968.830225 = -1158721.609466
  nChanged 26
		SP:Iteration 29Q (110198.770000 sec): 3 clusters
  Score: Raw -1161696.781337 + Penalty 2968.830225 = -1158727.951112
  nChanged 18
		SP:Iteration 30Q (110198.950000 sec): 3 clusters
  Score: Raw -1161700.835607 + Penalty 2968.830225 = -1158732.005382
  nChanged 9
		SP:Iteration 31Q (110199.120000 sec): 3 clusters
  Score: Raw -1161702.572731 + Penalty 2968.830225 = -1158733.742506
  nChanged 6
		SP:Iteration 32Q (110199.310000 sec): 3 clusters
  Score: Raw -1161704.117392 + Penalty 2968.830225 = -1158735.287167
  nChanged 3
		SP:Iteration 33Q (110199.500000 sec): 3 clusters
  Score: Raw -1161704.628704 + Penalty 2968.830225 = -1158735.798479
  nChanged 1
		SP:Iteration 34Q (110199.690000 sec): 3 clusters
  Score: Raw -1161704.677515 + Penalty 2968.830225 = -1158735.847290
  nChanged 0
		SP:Iteration 35F (110199.830000 sec): 3 clusters
  Score: Raw -1161704.677515 + Penalty 2968.830225 = -1158735.847290
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 5 (186385 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (110200.930000 sec): 2 clusters
  Score: Raw -22445390.807926 + Penalty 1972.030077 = -22443418.777849
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (110202.440000 sec): 3 clusters
  Score: Raw -22322401.929790 + Penalty 3944.060154 = -22318457.869635
  nChanged 89941
		SP:Iteration 1F (110204.010000 sec): 3 clusters
  Score: Raw -22377062.349790 + Penalty 3944.060154 = -22373118.289635
  nChanged 7095
		SP:Iteration 2Q (110205.750000 sec): 3 clusters
  Score: Raw -22379186.480493 + Penalty 3944.060154 = -22375242.420339
  nChanged 7941
		SP:Iteration 3Q (110207.440000 sec): 3 clusters
  Score: Raw -22382014.828534 + Penalty 3944.060154 = -22378070.768380
  nChanged 9154
		SP:Iteration 4Q (110209.140000 sec): 3 clusters
  Score: Raw -22385693.627033 + Penalty 3944.060154 = -22381749.566878
  nChanged 9962
		SP:Iteration 5F (110210.730000 sec): 3 clusters
  Score: Raw -22390131.519793 + Penalty 3944.060154 = -22386187.459638
  nChanged 10420
		SP:Iteration 6F (110212.290000 sec): 3 clusters
  Score: Raw -22395068.132381 + Penalty 3944.060154 = -22391124.072226
  nChanged 10503
		SP:Iteration 7F (110213.780000 sec): 3 clusters
  Score: Raw -22400493.425710 + Penalty 3944.060154 = -22396549.365555
  nChanged 10741
		SP:Iteration 8F (110215.380000 sec): 3 clusters
  Score: Raw -22406789.741431 + Penalty 3944.060154 = -22402845.681276
  nChanged 11189
		SP:Iteration 9F (110216.950000 sec): 3 clusters
  Score: Raw -22414187.737731 + Penalty 3944.060154 = -22410243.677577
  nChanged 11236
		SP:Iteration 10F (110218.530000 sec): 3 clusters
  Score: Raw -22422669.864452 + Penalty 3944.060154 = -22418725.804297
  nChanged 10372
		SP:Iteration 11F (110220.130000 sec): 3 clusters
  Score: Raw -22431254.925338 + Penalty 3944.060154 = -22427310.865184
  nChanged 7915
		SP:Iteration 12Q (110221.790000 sec): 3 clusters
  Score: Raw -22438053.565523 + Penalty 3944.060154 = -22434109.505369
  nChanged 4915
		SP:Iteration 13Q (110223.340000 sec): 3 clusters
  Score: Raw -22442131.482624 + Penalty 3944.060154 = -22438187.422470
  nChanged 2491
		SP:Iteration 14Q (110224.840000 sec): 3 clusters
  Score: Raw -22444133.214026 + Penalty 3944.060154 = -22440189.153871
  nChanged 1097
		SP:Iteration 15Q (110226.260000 sec): 3 clusters
  Score: Raw -22444979.284189 + Penalty 3944.060154 = -22441035.224035
  nChanged 457
		SP:Iteration 16Q (110227.680000 sec): 3 clusters
  Score: Raw -22445321.428578 + Penalty 3944.060154 = -22441377.368423
  nChanged 213
		SP:Iteration 17Q (110229.130000 sec): 3 clusters
  Score: Raw -22445490.207088 + Penalty 3944.060154 = -22441546.146933
  nChanged 114
		SP:Iteration 18Q (110230.540000 sec): 3 clusters
  Score: Raw -22445572.694389 + Penalty 3944.060154 = -22441628.634235
  nChanged 80
		SP:Iteration 19Q (110231.910000 sec): 3 clusters
  Score: Raw -22445631.925158 + Penalty 3944.060154 = -22441687.865003
  nChanged 52
		SP:Iteration 20F (110233.490000 sec): 3 clusters
  Score: Raw -22445668.752620 + Penalty 3944.060154 = -22441724.692465
  nChanged 31
		SP:Iteration 21Q (110234.870000 sec): 3 clusters
  Score: Raw -22445690.263041 + Penalty 3944.060154 = -22441746.202887
  nChanged 16
		SP:Iteration 22Q (110236.180000 sec): 3 clusters
  Score: Raw -22445699.796336 + Penalty 3944.060154 = -22441755.736181
  nChanged 13
		SP:Iteration 23Q (110237.510000 sec): 3 clusters
  Score: Raw -22445706.806479 + Penalty 3944.060154 = -22441762.746325
  nChanged 12
		SP:Iteration 24Q (110238.900000 sec): 3 clusters
  Score: Raw -22445713.317665 + Penalty 3944.060154 = -22441769.257511
  nChanged 4
		SP:Iteration 25Q (110240.350000 sec): 3 clusters
  Score: Raw -22445716.579055 + Penalty 3944.060154 = -22441772.518901
  nChanged 5
		SP:Iteration 26Q (110241.770000 sec): 3 clusters
  Score: Raw -22445720.585303 + Penalty 3944.060154 = -22441776.525148
  nChanged 4
		SP:Iteration 27Q (110243.130000 sec): 3 clusters
  Score: Raw -22445723.435007 + Penalty 3944.060154 = -22441779.374853
  nChanged 4
		SP:Iteration 28Q (110244.530000 sec): 3 clusters
  Score: Raw -22445725.682583 + Penalty 3944.060154 = -22441781.622429
  nChanged 1
		SP:Iteration 29Q (110245.900000 sec): 3 clusters
  Score: Raw -22445725.934937 + Penalty 3944.060154 = -22441781.874782
  nChanged 2
		SP:Iteration 30Q (110247.310000 sec): 3 clusters
  Score: Raw -22445727.995886 + Penalty 3944.060154 = -22441783.935731
  nChanged 2
		SP:Iteration 31Q (110248.660000 sec): 3 clusters
  Score: Raw -22445730.803752 + Penalty 3944.060154 = -22441786.743597
  nChanged 0
		SP:Iteration 32F (110250.230000 sec): 3 clusters
  Score: Raw -22445730.803752 + Penalty 3944.060154 = -22441786.743597
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 6 (200 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (110250.330000 sec): 2 clusters
  Score: Raw -17596.525161 + Penalty 860.976572 = -16735.548589
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (110250.510000 sec): 3 clusters
  Score: Raw -17726.804019 + Penalty 1721.953144 = -16004.850875
  nChanged 38
		SP:Iteration 1F (110250.680000 sec): 3 clusters
  Score: Raw -17897.765479 + Penalty 1721.953144 = -16175.812334
  nChanged 14
		SP:Iteration 2F (110250.820000 sec): 3 clusters
  Score: Raw -18037.647399 + Penalty 1721.953144 = -16315.694254
  nChanged 4
		SP:Iteration 3Q (110250.830000 sec): 3 clusters
  Score: Raw -18071.687008 + Penalty 1721.953144 = -16349.733863
  nChanged 1
		SP:Iteration 4Q (110250.830000 sec): 3 clusters
  Score: Raw -18077.078457 + Penalty 1721.953144 = -16355.125312
  nChanged 0
		SP:Iteration 5F (110250.840000 sec): 3 clusters
  Score: Raw -18077.078457 + Penalty 1721.953144 = -16355.125312
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 7 (10242 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (110250.980000 sec): 2 clusters
  Score: Raw -1217453.576579 + Penalty 1500.565981 = -1215953.010598
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (110251.220000 sec): 3 clusters
  Score: Raw -1211655.899917 + Penalty 3001.131962 = -1208654.767955
  nChanged 4474
		SP:Iteration 1F (110251.490000 sec): 3 clusters
  Score: Raw -1214051.228557 + Penalty 3001.131962 = -1211050.096595
  nChanged 565
		SP:Iteration 2F (110251.710000 sec): 3 clusters
  Score: Raw -1214291.806314 + Penalty 3001.131962 = -1211290.674352
  nChanged 519
		SP:Iteration 3F (110251.940000 sec): 3 clusters
  Score: Raw -1214547.907119 + Penalty 3001.131962 = -1211546.775157
  nChanged 527
		SP:Iteration 4F (110252.160000 sec): 3 clusters
  Score: Raw -1214849.508840 + Penalty 3001.131962 = -1211848.376877
  nChanged 529
		SP:Iteration 5F (110252.380000 sec): 3 clusters
  Score: Raw -1215207.548869 + Penalty 3001.131962 = -1212206.416907
  nChanged 575
		SP:Iteration 6F (110252.610000 sec): 3 clusters
  Score: Raw -1215612.788785 + Penalty 3001.131962 = -1212611.656823
  nChanged 555
		SP:Iteration 7F (110252.830000 sec): 3 clusters
  Score: Raw -1216008.923268 + Penalty 3001.131962 = -1213007.791306
  nChanged 496
		SP:Iteration 8Q (110253.060000 sec): 3 clusters
  Score: Raw -1216380.801076 + Penalty 3001.131962 = -1213379.669114
  nChanged 439
		SP:Iteration 9Q (110253.280000 sec): 3 clusters
  Score: Raw -1216710.204682 + Penalty 3001.131962 = -1213709.072719
  nChanged 329
		SP:Iteration 10Q (110253.460000 sec): 3 clusters
  Score: Raw -1216968.031389 + Penalty 3001.131962 = -1213966.899426
  nChanged 267
		SP:Iteration 11Q (110253.640000 sec): 3 clusters
  Score: Raw -1217183.279348 + Penalty 3001.131962 = -1214182.147386
  nChanged 196
		SP:Iteration 12Q (110253.830000 sec): 3 clusters
  Score: Raw -1217359.766400 + Penalty 3001.131962 = -1214358.634437
  nChanged 138
		SP:Iteration 13Q (110254.010000 sec): 3 clusters
  Score: Raw -1217475.408866 + Penalty 3001.131962 = -1214474.276903
  nChanged 89
		SP:Iteration 14Q (110254.190000 sec): 3 clusters
  Score: Raw -1217552.113364 + Penalty 3001.131962 = -1214550.981401
  nChanged 55
		SP:Iteration 15Q (110254.380000 sec): 3 clusters
  Score: Raw -1217595.381260 + Penalty 3001.131962 = -1214594.249297
  nChanged 35
		SP:Iteration 16Q (110254.560000 sec): 3 clusters
  Score: Raw -1217627.742182 + Penalty 3001.131962 = -1214626.610219
  nChanged 27
		SP:Iteration 17Q (110254.740000 sec): 3 clusters
  Score: Raw -1217650.994827 + Penalty 3001.131962 = -1214649.862865
  nChanged 16
		SP:Iteration 18Q (110254.930000 sec): 3 clusters
  Score: Raw -1217662.843007 + Penalty 3001.131962 = -1214661.711045
  nChanged 5
		SP:Iteration 19Q (110255.110000 sec): 3 clusters
  Score: Raw -1217669.726558 + Penalty 3001.131962 = -1214668.594595
  nChanged 5
		SP:Iteration 20F (110255.340000 sec): 3 clusters
  Score: Raw -1217673.535010 + Penalty 3001.131962 = -1214672.403048
  nChanged 3
		SP:Iteration 21Q (110255.520000 sec): 3 clusters
  Score: Raw -1217674.759987 + Penalty 3001.131962 = -1214673.628025
  nChanged 0
		SP:Iteration 22F (110255.710000 sec): 3 clusters
  Score: Raw -1217674.759987 + Penalty 3001.131962 = -1214673.628025
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 8 (12082 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (110255.820000 sec): 2 clusters
  Score: Raw -1460175.988426 + Penalty 1527.414203 = -1458648.574222
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (110256.070000 sec): 3 clusters
  Score: Raw -1453288.883741 + Penalty 3054.828407 = -1450234.055335
  nChanged 5263
		SP:Iteration 1F (110256.320000 sec): 3 clusters
  Score: Raw -1456060.428834 + Penalty 3054.828407 = -1453005.600427
  nChanged 707
		SP:Iteration 2F (110256.580000 sec): 3 clusters
  Score: Raw -1456352.987178 + Penalty 3054.828407 = -1453298.158772
  nChanged 636
		SP:Iteration 3F (110256.820000 sec): 3 clusters
  Score: Raw -1456625.943037 + Penalty 3054.828407 = -1453571.114630
  nChanged 585
		SP:Iteration 4Q (110257.070000 sec): 3 clusters
  Score: Raw -1456888.885400 + Penalty 3054.828407 = -1453834.056993
  nChanged 606
		SP:Iteration 5F (110257.320000 sec): 3 clusters
  Score: Raw -1457174.263608 + Penalty 3054.828407 = -1454119.435201
  nChanged 600
		SP:Iteration 6Q (110257.620000 sec): 3 clusters
  Score: Raw -1457447.989549 + Penalty 3054.828407 = -1454393.161142
  nChanged 588
		SP:Iteration 7Q (110257.880000 sec): 3 clusters
  Score: Raw -1457749.871020 + Penalty 3054.828407 = -1454695.042613
  nChanged 575
		SP:Iteration 8Q (110258.170000 sec): 3 clusters
  Score: Raw -1458050.859644 + Penalty 3054.828407 = -1454996.031237
  nChanged 480
		SP:Iteration 9Q (110258.340000 sec): 3 clusters
  Score: Raw -1458285.289720 + Penalty 3054.828407 = -1455230.461314
  nChanged 409
		SP:Iteration 10Q (110258.570000 sec): 3 clusters
  Score: Raw -1458505.178262 + Penalty 3054.828407 = -1455450.349855
  nChanged 377
		SP:Iteration 11Q (110258.800000 sec): 3 clusters
  Score: Raw -1458739.157038 + Penalty 3054.828407 = -1455684.328631
  nChanged 317
		SP:Iteration 12Q (110258.960000 sec): 3 clusters
  Score: Raw -1458946.788737 + Penalty 3054.828407 = -1455891.960330
  nChanged 311
		SP:Iteration 13Q (110259.150000 sec): 3 clusters
  Score: Raw -1459173.044963 + Penalty 3054.828407 = -1456118.216556
  nChanged 307
		SP:Iteration 14Q (110259.390000 sec): 3 clusters
  Score: Raw -1459394.994621 + Penalty 3054.828407 = -1456340.166214
  nChanged 303
		SP:Iteration 15Q (110259.650000 sec): 3 clusters
  Score: Raw -1459603.480322 + Penalty 3054.828407 = -1456548.651915
  nChanged 261
		SP:Iteration 16Q (110259.950000 sec): 3 clusters
  Score: Raw -1459756.180123 + Penalty 3054.828407 = -1456701.351716
  nChanged 188
		SP:Iteration 17Q (110260.120000 sec): 3 clusters
  Score: Raw -1459848.055736 + Penalty 3054.828407 = -1456793.227330
  nChanged 149
		SP:Iteration 18Q (110260.370000 sec): 3 clusters
  Score: Raw -1459905.555659 + Penalty 3054.828407 = -1456850.727252
  nChanged 108
		SP:Iteration 19Q (110260.630000 sec): 3 clusters
  Score: Raw -1459938.237370 + Penalty 3054.828407 = -1456883.408964
  nChanged 74
		SP:Iteration 20F (110260.840000 sec): 3 clusters
  Score: Raw -1459955.949411 + Penalty 3054.828407 = -1456901.121005
  nChanged 56
		SP:Iteration 21Q (110261.090000 sec): 3 clusters
  Score: Raw -1459969.568946 + Penalty 3054.828407 = -1456914.740539
  nChanged 44
		SP:Iteration 22Q (110261.340000 sec): 3 clusters
  Score: Raw -1459978.611605 + Penalty 3054.828407 = -1456923.783198
  nChanged 28
		SP:Iteration 23Q (110261.590000 sec): 3 clusters
  Score: Raw -1459983.878081 + Penalty 3054.828407 = -1456929.049674
  nChanged 19
		SP:Iteration 24Q (110261.830000 sec): 3 clusters
  Score: Raw -1459986.403212 + Penalty 3054.828407 = -1456931.574805
  nChanged 14
		SP:Iteration 25Q (110262.090000 sec): 3 clusters
  Score: Raw -1459988.238378 + Penalty 3054.828407 = -1456933.409972
  nChanged 9
		SP:Iteration 26Q (110262.390000 sec): 3 clusters
  Score: Raw -1459989.629597 + Penalty 3054.828407 = -1456934.801190
  nChanged 12
		SP:Iteration 27Q (110262.580000 sec): 3 clusters
  Score: Raw -1459991.301166 + Penalty 3054.828407 = -1456936.472760
  nChanged 10
		SP:Iteration 28Q (110262.810000 sec): 3 clusters
  Score: Raw -1459992.168999 + Penalty 3054.828407 = -1456937.340592
  nChanged 4
		SP:Iteration 29Q (110263.110000 sec): 3 clusters
  Score: Raw -1459992.781849 + Penalty 3054.828407 = -1456937.953442
  nChanged 6
		SP:Iteration 30Q (110263.330000 sec): 3 clusters
  Score: Raw -1459993.410652 + Penalty 3054.828407 = -1456938.582245
  nChanged 7
		SP:Iteration 31Q (110263.580000 sec): 3 clusters
  Score: Raw -1459994.067368 + Penalty 3054.828407 = -1456939.238962
  nChanged 7
		SP:Iteration 32Q (110263.830000 sec): 3 clusters
  Score: Raw -1459995.318404 + Penalty 3054.828407 = -1456940.489998
  nChanged 13
		SP:Iteration 33Q (110264.090000 sec): 3 clusters
  Score: Raw -1459997.298552 + Penalty 3054.828407 = -1456942.470145
  nChanged 13
		SP:Iteration 34Q (110264.230000 sec): 3 clusters
  Score: Raw -1459998.884041 + Penalty 3054.828407 = -1456944.055634
  nChanged 10
		SP:Iteration 35Q (110264.480000 sec): 3 clusters
  Score: Raw -1459999.898982 + Penalty 3054.828407 = -1456945.070575
  nChanged 7
		SP:Iteration 36Q (110264.780000 sec): 3 clusters
  Score: Raw -1460000.546086 + Penalty 3054.828407 = -1456945.717679
  nChanged 3
		SP:Iteration 37Q (110264.990000 sec): 3 clusters
  Score: Raw -1460000.829728 + Penalty 3054.828407 = -1456946.001321
  nChanged 4
		SP:Iteration 38Q (110265.290000 sec): 3 clusters
  Score: Raw -1460001.266985 + Penalty 3054.828407 = -1456946.438578
  nChanged 1
		SP:Iteration 39Q (110265.550000 sec): 3 clusters
  Score: Raw -1460001.376071 + Penalty 3054.828407 = -1456946.547664
  nChanged 1
		SP:Iteration 40F (110265.720000 sec): 3 clusters
  Score: Raw -1460001.432937 + Penalty 3054.828407 = -1456946.604530
  nChanged 1
		SP:Iteration 41Q (110265.980000 sec): 3 clusters
  Score: Raw -1460001.544973 + Penalty 3054.828407 = -1456946.716566
  nChanged 3
		SP:Iteration 42Q (110266.130000 sec): 3 clusters
  Score: Raw -1460001.976490 + Penalty 3054.828407 = -1456947.148083
  nChanged 3
		SP:Iteration 43Q (110266.380000 sec): 3 clusters
  Score: Raw -1460002.193932 + Penalty 3054.828407 = -1456947.365525
  nChanged 3
		SP:Iteration 44Q (110266.630000 sec): 3 clusters
  Score: Raw -1460002.597290 + Penalty 3054.828407 = -1456947.768883
  nChanged 1
		SP:Iteration 45Q (110266.880000 sec): 3 clusters
  Score: Raw -1460002.661469 + Penalty 3054.828407 = -1456947.833063
  nChanged 0
		SP:Iteration 46F (110267.130000 sec): 3 clusters
  Score: Raw -1460002.661469 + Penalty 3054.828407 = -1456947.833063
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 9 (533 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (110267.190000 sec): 2 clusters
  Score: Raw -58629.082390 + Penalty 1020.259731 = -57608.822658
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (110267.360000 sec): 3 clusters
  Score: Raw -58581.958663 + Penalty 2040.519463 = -56541.439201
  nChanged 120
		SP:Iteration 1F (110267.540000 sec): 3 clusters
  Score: Raw -58754.137191 + Penalty 2040.519463 = -56713.617728
  nChanged 30
		SP:Iteration 2F (110267.710000 sec): 3 clusters
  Score: Raw -58797.272541 + Penalty 2040.519463 = -56756.753078
  nChanged 16
		SP:Iteration 3Q (110267.890000 sec): 3 clusters
  Score: Raw -58825.288643 + Penalty 2040.519463 = -56784.769180
  nChanged 13
		SP:Iteration 4Q (110268.070000 sec): 3 clusters
  Score: Raw -58850.137247 + Penalty 2040.519463 = -56809.617784
  nChanged 11
		SP:Iteration 5Q (110268.240000 sec): 3 clusters
  Score: Raw -58870.523203 + Penalty 2040.519463 = -56830.003741
  nChanged 7
		SP:Iteration 6Q (110268.420000 sec): 3 clusters
  Score: Raw -58879.322456 + Penalty 2040.519463 = -56838.802994
  nChanged 4
		SP:Iteration 7Q (110268.590000 sec): 3 clusters
  Score: Raw -58885.062169 + Penalty 2040.519463 = -56844.542706
  nChanged 8
		SP:Iteration 8Q (110268.770000 sec): 3 clusters
  Score: Raw -58902.697590 + Penalty 2040.519463 = -56862.178127
  nChanged 6
		SP:Iteration 9Q (110268.780000 sec): 3 clusters
  Score: Raw -58912.577422 + Penalty 2040.519463 = -56872.057959
  nChanged 6
		SP:Iteration 10Q (110268.790000 sec): 3 clusters
  Score: Raw -58919.511445 + Penalty 2040.519463 = -56878.991983
  nChanged 8
		SP:Iteration 11Q (110268.800000 sec): 3 clusters
  Score: Raw -58929.487916 + Penalty 2040.519463 = -56888.968453
  nChanged 7
		SP:Iteration 12Q (110268.810000 sec): 3 clusters
  Score: Raw -58939.492939 + Penalty 2040.519463 = -56898.973476
  nChanged 7
		SP:Iteration 13Q (110268.830000 sec): 3 clusters
  Score: Raw -58950.676590 + Penalty 2040.519463 = -56910.157127
  nChanged 9
		SP:Iteration 14Q (110268.850000 sec): 3 clusters
  Score: Raw -58978.276356 + Penalty 2040.519463 = -56937.756893
  nChanged 4
		SP:Iteration 15Q (110268.860000 sec): 3 clusters
  Score: Raw -58983.368727 + Penalty 2040.519463 = -56942.849264
  nChanged 3
		SP:Iteration 16Q (110268.880000 sec): 3 clusters
  Score: Raw -58987.440100 + Penalty 2040.519463 = -56946.920637
  nChanged 3
		SP:Iteration 17Q (110268.890000 sec): 3 clusters
  Score: Raw -58990.633219 + Penalty 2040.519463 = -56950.113756
  nChanged 3
		SP:Iteration 18Q (110268.910000 sec): 3 clusters
  Score: Raw -58995.455529 + Penalty 2040.519463 = -56954.936066
  nChanged 2
		SP:Iteration 19Q (110268.930000 sec): 3 clusters
  Score: Raw -58997.687095 + Penalty 2040.519463 = -56957.167632
  nChanged 2
		SP:Iteration 20F (110268.940000 sec): 3 clusters
  Score: Raw -59001.130612 + Penalty 2040.519463 = -56960.611149
  nChanged 2
		SP:Iteration 21Q (110268.960000 sec): 3 clusters
  Score: Raw -59006.087165 + Penalty 2040.519463 = -56965.567703
  nChanged 2
		SP:Iteration 22Q (110268.970000 sec): 3 clusters
  Score: Raw -59017.262702 + Penalty 2040.519463 = -56976.743239
  nChanged 4
		SP:Iteration 23Q (110268.990000 sec): 3 clusters
  Score: Raw -59029.425694 + Penalty 2040.519463 = -56988.906231
  nChanged 2
		SP:Iteration 24Q (110269.000000 sec): 3 clusters
  Score: Raw -59032.448409 + Penalty 2040.519463 = -56991.928947
  nChanged 1
		SP:Iteration 25Q (110269.020000 sec): 3 clusters
  Score: Raw -59035.963766 + Penalty 2040.519463 = -56995.444303
  nChanged 0
		SP:Iteration 26F (110269.030000 sec): 3 clusters
  Score: Raw -59035.963766 + Penalty 2040.519463 = -56995.444303
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 10 (8224 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (110269.140000 sec): 2 clusters
  Score: Raw -937390.709810 + Penalty 1464.906948 = -935925.802862
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (110269.270000 sec): 3 clusters
  Score: Raw -932944.508128 + Penalty 2929.813896 = -930014.694232
  nChanged 3470
		SP:Iteration 1F (110269.390000 sec): 3 clusters
  Score: Raw -934944.311612 + Penalty 2929.813896 = -932014.497716
  nChanged 589
		SP:Iteration 2F (110269.580000 sec): 3 clusters
  Score: Raw -935246.345046 + Penalty 2929.813896 = -932316.531150
  nChanged 442
		SP:Iteration 3F (110269.770000 sec): 3 clusters
  Score: Raw -935475.356101 + Penalty 2929.813896 = -932545.542205
  nChanged 381
		SP:Iteration 4Q (110269.970000 sec): 3 clusters
  Score: Raw -935699.089653 + Penalty 2929.813896 = -932769.275757
  nChanged 428
		SP:Iteration 5F (110270.160000 sec): 3 clusters
  Score: Raw -936006.849292 + Penalty 2929.813896 = -933077.035396
  nChanged 448
		SP:Iteration 6F (110270.360000 sec): 3 clusters
  Score: Raw -936324.028637 + Penalty 2929.813896 = -933394.214741
  nChanged 399
		SP:Iteration 7Q (110270.550000 sec): 3 clusters
  Score: Raw -936611.571713 + Penalty 2929.813896 = -933681.757817
  nChanged 354
		SP:Iteration 8Q (110270.750000 sec): 3 clusters
  Score: Raw -936825.868234 + Penalty 2929.813896 = -933896.054338
  nChanged 278
		SP:Iteration 9Q (110270.950000 sec): 3 clusters
  Score: Raw -936967.056667 + Penalty 2929.813896 = -934037.242771
  nChanged 225
		SP:Iteration 10Q (110271.140000 sec): 3 clusters
  Score: Raw -937081.312165 + Penalty 2929.813896 = -934151.498269
  nChanged 183
		SP:Iteration 11Q (110271.330000 sec): 3 clusters
  Score: Raw -937159.377542 + Penalty 2929.813896 = -934229.563646
  nChanged 166
		SP:Iteration 12Q (110271.530000 sec): 3 clusters
  Score: Raw -937224.055828 + Penalty 2929.813896 = -934294.241932
  nChanged 124
		SP:Iteration 13Q (110271.720000 sec): 3 clusters
  Score: Raw -937261.063365 + Penalty 2929.813896 = -934331.249469
  nChanged 84
		SP:Iteration 14Q (110271.920000 sec): 3 clusters
  Score: Raw -937287.247674 + Penalty 2929.813896 = -934357.433778
  nChanged 79
		SP:Iteration 15Q (110272.110000 sec): 3 clusters
  Score: Raw -937310.879148 + Penalty 2929.813896 = -934381.065252
  nChanged 78
		SP:Iteration 16Q (110272.310000 sec): 3 clusters
  Score: Raw -937339.706994 + Penalty 2929.813896 = -934409.893098
  nChanged 83
		SP:Iteration 17Q (110272.500000 sec): 3 clusters
  Score: Raw -937373.383769 + Penalty 2929.813896 = -934443.569873
  nChanged 84
		SP:Iteration 18Q (110272.690000 sec): 3 clusters
  Score: Raw -937409.084442 + Penalty 2929.813896 = -934479.270546
  nChanged 85
		SP:Iteration 19Q (110272.890000 sec): 3 clusters
  Score: Raw -937452.643867 + Penalty 2929.813896 = -934522.829971
  nChanged 91
		SP:Iteration 20F (110273.090000 sec): 3 clusters
  Score: Raw -937500.236684 + Penalty 2929.813896 = -934570.422788
  nChanged 85
		SP:Iteration 21Q (110273.280000 sec): 3 clusters
  Score: Raw -937542.817009 + Penalty 2929.813896 = -934613.003113
  nChanged 74
		SP:Iteration 22Q (110273.480000 sec): 3 clusters
  Score: Raw -937576.588022 + Penalty 2929.813896 = -934646.774126
  nChanged 62
		SP:Iteration 23Q (110273.670000 sec): 3 clusters
  Score: Raw -937607.702138 + Penalty 2929.813896 = -934677.888242
  nChanged 59
		SP:Iteration 24Q (110273.870000 sec): 3 clusters
  Score: Raw -937637.740385 + Penalty 2929.813896 = -934707.926489
  nChanged 60
		SP:Iteration 25Q (110274.070000 sec): 3 clusters
  Score: Raw -937668.896548 + Penalty 2929.813896 = -934739.082652
  nChanged 45
		SP:Iteration 26Q (110274.270000 sec): 3 clusters
  Score: Raw -937687.431606 + Penalty 2929.813896 = -934757.617710
  nChanged 37
		SP:Iteration 27Q (110274.470000 sec): 3 clusters
  Score: Raw -937703.302890 + Penalty 2929.813896 = -934773.488994
  nChanged 37
		SP:Iteration 28Q (110274.660000 sec): 3 clusters
  Score: Raw -937720.723829 + Penalty 2929.813896 = -934790.909933
  nChanged 41
		SP:Iteration 29Q (110274.860000 sec): 3 clusters
  Score: Raw -937740.864727 + Penalty 2929.813896 = -934811.050831
  nChanged 31
		SP:Iteration 30Q (110275.050000 sec): 3 clusters
  Score: Raw -937752.917880 + Penalty 2929.813896 = -934823.103984
  nChanged 29
		SP:Iteration 31Q (110275.250000 sec): 3 clusters
  Score: Raw -937765.105317 + Penalty 2929.813896 = -934835.291421
  nChanged 27
		SP:Iteration 32Q (110275.450000 sec): 3 clusters
  Score: Raw -937776.667445 + Penalty 2929.813896 = -934846.853549
  nChanged 21
		SP:Iteration 33Q (110275.640000 sec): 3 clusters
  Score: Raw -937784.894588 + Penalty 2929.813896 = -934855.080692
  nChanged 16
		SP:Iteration 34Q (110275.830000 sec): 3 clusters
  Score: Raw -937792.519442 + Penalty 2929.813896 = -934862.705546
  nChanged 15
		SP:Iteration 35Q (110276.030000 sec): 3 clusters
  Score: Raw -937798.449486 + Penalty 2929.813896 = -934868.635590
  nChanged 8
		SP:Iteration 36Q (110276.220000 sec): 3 clusters
  Score: Raw -937800.328978 + Penalty 2929.813896 = -934870.515082
  nChanged 5
		SP:Iteration 37Q (110276.420000 sec): 3 clusters
  Score: Raw -937802.361315 + Penalty 2929.813896 = -934872.547419
  nChanged 6
		SP:Iteration 38Q (110276.610000 sec): 3 clusters
  Score: Raw -937803.791474 + Penalty 2929.813896 = -934873.977578
  nChanged 2
		SP:Iteration 39Q (110276.810000 sec): 3 clusters
  Score: Raw -937804.147397 + Penalty 2929.813896 = -934874.333501
  nChanged 3
		SP:Iteration 40F (110277.000000 sec): 3 clusters
  Score: Raw -937804.645166 + Penalty 2929.813896 = -934874.831270
  nChanged 3
		SP:Iteration 41Q (110277.190000 sec): 3 clusters
  Score: Raw -937806.210872 + Penalty 2929.813896 = -934876.396976
  nChanged 4
		SP:Iteration 42Q (110277.300000 sec): 3 clusters
  Score: Raw -937808.263621 + Penalty 2929.813896 = -934878.449725
  nChanged 7
		SP:Iteration 43Q (110277.420000 sec): 3 clusters
  Score: Raw -937810.355069 + Penalty 2929.813896 = -934880.541173
  nChanged 3
		SP:Iteration 44Q (110277.630000 sec): 3 clusters
  Score: Raw -937811.813230 + Penalty 2929.813896 = -934881.999334
  nChanged 3
		SP:Iteration 45Q (110277.830000 sec): 3 clusters
  Score: Raw -937812.613827 + Penalty 2929.813896 = -934882.799931
  nChanged 1
		SP:Iteration 46Q (110278.030000 sec): 3 clusters
  Score: Raw -937813.191811 + Penalty 2929.813896 = -934883.377915
  nChanged 3
		SP:Iteration 47Q (110278.230000 sec): 3 clusters
  Score: Raw -937814.220008 + Penalty 2929.813896 = -934884.406112
  nChanged 2
		SP:Iteration 48Q (110278.420000 sec): 3 clusters
  Score: Raw -937814.957647 + Penalty 2929.813896 = -934885.143751
  nChanged 1
		SP:Iteration 49Q (110278.620000 sec): 3 clusters
  Score: Raw -937815.705927 + Penalty 2929.813896 = -934885.892031
  nChanged 1
		SP:Iteration 50Q (110278.860000 sec): 3 clusters
  Score: Raw -937815.892421 + Penalty 2929.813896 = -934886.078525
  nChanged 0
		SP:Iteration 51F (110279.050000 sec): 3 clusters
  Score: Raw -937815.892421 + Penalty 2929.813896 = -934886.078525
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 11 (895 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (110279.130000 sec): 2 clusters
  Score: Raw -103451.214392 + Penalty 1104.483854 = -102346.730537
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (110279.300000 sec): 3 clusters
  Score: Raw -103224.904530 + Penalty 2208.967708 = -101015.936821
  nChanged 271
		SP:Iteration 1F (110279.470000 sec): 3 clusters
  Score: Raw -103529.943157 + Penalty 2208.967708 = -101320.975449
  nChanged 78
		SP:Iteration 2F (110279.650000 sec): 3 clusters
  Score: Raw -103629.676817 + Penalty 2208.967708 = -101420.709108
  nChanged 53
		SP:Iteration 3F (110279.670000 sec): 3 clusters
  Score: Raw -103705.899715 + Penalty 2208.967708 = -101496.932006
  nChanged 42
		SP:Iteration 4Q (110279.690000 sec): 3 clusters
  Score: Raw -103765.923544 + Penalty 2208.967708 = -101556.955836
  nChanged 31
		SP:Iteration 5Q (110279.710000 sec): 3 clusters
  Score: Raw -103813.269407 + Penalty 2208.967708 = -101604.301699
  nChanged 34
		SP:Iteration 6Q (110279.740000 sec): 3 clusters
  Score: Raw -103879.676160 + Penalty 2208.967708 = -101670.708452
  nChanged 36
		SP:Iteration 7Q (110279.760000 sec): 3 clusters
  Score: Raw -103955.955506 + Penalty 2208.967708 = -101746.987798
  nChanged 37
		SP:Iteration 8Q (110279.790000 sec): 3 clusters
  Score: Raw -104026.347809 + Penalty 2208.967708 = -101817.380101
  nChanged 24
		SP:Iteration 9Q (110279.810000 sec): 3 clusters
  Score: Raw -104066.728523 + Penalty 2208.967708 = -101857.760815
  nChanged 18
		SP:Iteration 10Q (110279.830000 sec): 3 clusters
  Score: Raw -104097.740905 + Penalty 2208.967708 = -101888.773197
  nChanged 6
		SP:Iteration 11Q (110279.850000 sec): 3 clusters
  Score: Raw -104105.865103 + Penalty 2208.967708 = -101896.897394
  nChanged 0
		SP:Iteration 12F (110279.880000 sec): 3 clusters
  Score: Raw -104105.865103 + Penalty 2208.967708 = -101896.897394
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 12 (502 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (110279.910000 sec): 2 clusters
  Score: Raw -60916.023429 + Penalty 1010.522519 = -59905.500909
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (110279.930000 sec): 3 clusters
  Score: Raw -60831.914108 + Penalty 2021.045039 = -58810.869069
  nChanged 111
		SP:Iteration 1F (110279.950000 sec): 3 clusters
  Score: Raw -60972.710170 + Penalty 2021.045039 = -58951.665131
  nChanged 19
		SP:Iteration 2Q (110279.960000 sec): 3 clusters
  Score: Raw -61002.670058 + Penalty 2021.045039 = -58981.625019
  nChanged 8
		SP:Iteration 3Q (110279.980000 sec): 3 clusters
  Score: Raw -61012.600998 + Penalty 2021.045039 = -58991.555959
  nChanged 5
		SP:Iteration 4Q (110279.990000 sec): 3 clusters
  Score: Raw -61018.579255 + Penalty 2021.045039 = -58997.534216
  nChanged 2
		SP:Iteration 5Q (110280.010000 sec): 3 clusters
  Score: Raw -61021.165046 + Penalty 2021.045039 = -59000.120007
  nChanged 1
		SP:Iteration 6Q (110280.020000 sec): 3 clusters
  Score: Raw -61021.480330 + Penalty 2021.045039 = -59000.435291
  nChanged 0
		SP:Iteration 7F (110280.040000 sec): 3 clusters
  Score: Raw -61021.480330 + Penalty 2021.045039 = -59000.435291
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 13 (553 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (110280.070000 sec): 2 clusters
  Score: Raw -67829.573166 + Penalty 1026.245675 = -66803.327491
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (110280.090000 sec): 3 clusters
  Score: Raw -67739.441489 + Penalty 2052.491350 = -65686.950138
  nChanged 134
		SP:Iteration 1F (110280.110000 sec): 3 clusters
  Score: Raw -67899.407937 + Penalty 2052.491350 = -65846.916587
  nChanged 33
		SP:Iteration 2F (110280.120000 sec): 3 clusters
  Score: Raw -67951.371283 + Penalty 2052.491350 = -65898.879933
  nChanged 16
		SP:Iteration 3Q (110280.140000 sec): 3 clusters
  Score: Raw -67975.366122 + Penalty 2052.491350 = -65922.874771
  nChanged 4
		SP:Iteration 4Q (110280.150000 sec): 3 clusters
  Score: Raw -67979.043959 + Penalty 2052.491350 = -65926.552609
  nChanged 2
		SP:Iteration 5Q (110280.170000 sec): 3 clusters
  Score: Raw -67981.481457 + Penalty 2052.491350 = -65928.990107
  nChanged 1
		SP:Iteration 6Q (110280.190000 sec): 3 clusters
  Score: Raw -67982.160235 + Penalty 2052.491350 = -65929.668884
  nChanged 0
		SP:Iteration 7F (110280.200000 sec): 3 clusters
  Score: Raw -67982.160235 + Penalty 2052.491350 = -65929.668884
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 14 (324 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (110280.230000 sec): 2 clusters
  Score: Raw -35151.894635 + Penalty 939.370821 = -34212.523813
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (110280.240000 sec): 3 clusters
  Score: Raw -35212.624188 + Penalty 1878.741643 = -33333.882545
  nChanged 68
		SP:Iteration 1F (110280.250000 sec): 3 clusters
  Score: Raw -35365.351291 + Penalty 1878.741643 = -33486.609649
  nChanged 15
		SP:Iteration 2Q (110280.260000 sec): 3 clusters
  Score: Raw -35412.242712 + Penalty 1878.741643 = -33533.501070
  nChanged 4
		SP:Iteration 3Q (110280.270000 sec): 3 clusters
  Score: Raw -35436.250681 + Penalty 1878.741643 = -33557.509038
  nChanged 6
		SP:Iteration 4Q (110280.270000 sec): 3 clusters
  Score: Raw -35464.487099 + Penalty 1878.741643 = -33585.745457
  nChanged 7
		SP:Iteration 5Q (110280.280000 sec): 3 clusters
  Score: Raw -35493.984757 + Penalty 1878.741643 = -33615.243115
  nChanged 11
		SP:Iteration 6Q (110280.290000 sec): 3 clusters
  Score: Raw -35547.872067 + Penalty 1878.741643 = -33669.130425
  nChanged 10
		SP:Iteration 7Q (110280.290000 sec): 3 clusters
  Score: Raw -35594.930035 + Penalty 1878.741643 = -33716.188392
  nChanged 6
		SP:Iteration 8Q (110280.300000 sec): 3 clusters
  Score: Raw -35608.541974 + Penalty 1878.741643 = -33729.800331
  nChanged 2
		SP:Iteration 9Q (110280.310000 sec): 3 clusters
  Score: Raw -35611.832329 + Penalty 1878.741643 = -33733.090686
  nChanged 2
		SP:Iteration 10Q (110280.320000 sec): 3 clusters
  Score: Raw -35625.510110 + Penalty 1878.741643 = -33746.768467
  nChanged 4
		SP:Iteration 11Q (110280.360000 sec): 3 clusters
  Score: Raw -35639.151081 + Penalty 1878.741643 = -33760.409439
  nChanged 6
		SP:Iteration 12Q (110280.370000 sec): 3 clusters
  Score: Raw -35666.589159 + Penalty 1878.741643 = -33787.847517
  nChanged 2
		SP:Iteration 13Q (110280.380000 sec): 3 clusters
  Score: Raw -35670.257280 + Penalty 1878.741643 = -33791.515638
  nChanged 0
		SP:Iteration 14F (110280.390000 sec): 3 clusters
  Score: Raw -35670.257280 + Penalty 1878.741643 = -33791.515638
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 15 (5272 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (110280.490000 sec): 2 clusters
  Score: Raw -639589.656934 + Penalty 1392.651825 = -638197.005109
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (110280.660000 sec): 3 clusters
  Score: Raw -636793.373623 + Penalty 2785.303650 = -634008.069974
  nChanged 2209
		SP:Iteration 1F (110280.830000 sec): 3 clusters
  Score: Raw -638110.863468 + Penalty 2785.303650 = -635325.559818
  nChanged 430
		SP:Iteration 2F (110281.010000 sec): 3 clusters
  Score: Raw -638436.525629 + Penalty 2785.303650 = -635651.221980
  nChanged 418
		SP:Iteration 3F (110281.180000 sec): 3 clusters
  Score: Raw -638793.027560 + Penalty 2785.303650 = -636007.723910
  nChanged 393
		SP:Iteration 4F (110281.350000 sec): 3 clusters
  Score: Raw -639141.864162 + Penalty 2785.303650 = -636356.560512
  nChanged 360
		SP:Iteration 5F (110281.530000 sec): 3 clusters
  Score: Raw -639445.350197 + Penalty 2785.303650 = -636660.046547
  nChanged 273
		SP:Iteration 6F (110281.700000 sec): 3 clusters
  Score: Raw -639656.552242 + Penalty 2785.303650 = -636871.248592
  nChanged 220
		SP:Iteration 7Q (110281.850000 sec): 3 clusters
  Score: Raw -639811.764179 + Penalty 2785.303650 = -637026.460529
  nChanged 183
		SP:Iteration 8Q (110281.950000 sec): 3 clusters
  Score: Raw -639948.352419 + Penalty 2785.303650 = -637163.048769
  nChanged 139
		SP:Iteration 9Q (110282.040000 sec): 3 clusters
  Score: Raw -640046.985933 + Penalty 2785.303650 = -637261.682283
  nChanged 107
		SP:Iteration 10Q (110282.230000 sec): 3 clusters
  Score: Raw -640100.897027 + Penalty 2785.303650 = -637315.593377
  nChanged 79
		SP:Iteration 11Q (110282.400000 sec): 3 clusters
  Score: Raw -640138.996271 + Penalty 2785.303650 = -637353.692621
  nChanged 86
		SP:Iteration 12Q (110282.580000 sec): 3 clusters
  Score: Raw -640180.552303 + Penalty 2785.303650 = -637395.248654
  nChanged 79
		SP:Iteration 13Q (110282.750000 sec): 3 clusters
  Score: Raw -640220.550409 + Penalty 2785.303650 = -637435.246759
  nChanged 63
		SP:Iteration 14Q (110282.920000 sec): 3 clusters
  Score: Raw -640248.660300 + Penalty 2785.303650 = -637463.356650
  nChanged 58
		SP:Iteration 15Q (110283.100000 sec): 3 clusters
  Score: Raw -640269.025641 + Penalty 2785.303650 = -637483.721991
  nChanged 61
		SP:Iteration 16Q (110283.270000 sec): 3 clusters
  Score: Raw -640290.140435 + Penalty 2785.303650 = -637504.836785
  nChanged 52
		SP:Iteration 17Q (110283.440000 sec): 3 clusters
  Score: Raw -640308.324251 + Penalty 2785.303650 = -637523.020601
  nChanged 43
		SP:Iteration 18Q (110283.620000 sec): 3 clusters
  Score: Raw -640321.412064 + Penalty 2785.303650 = -637536.108414
  nChanged 32
		SP:Iteration 19Q (110283.790000 sec): 3 clusters
  Score: Raw -640331.601028 + Penalty 2785.303650 = -637546.297378
  nChanged 24
		SP:Iteration 20F (110283.970000 sec): 3 clusters
  Score: Raw -640338.258248 + Penalty 2785.303650 = -637552.954598
  nChanged 22
		SP:Iteration 21Q (110284.140000 sec): 3 clusters
  Score: Raw -640343.648869 + Penalty 2785.303650 = -637558.345219
  nChanged 22
		SP:Iteration 22Q (110284.310000 sec): 3 clusters
  Score: Raw -640348.465762 + Penalty 2785.303650 = -637563.162112
  nChanged 19
		SP:Iteration 23Q (110284.490000 sec): 3 clusters
  Score: Raw -640352.114856 + Penalty 2785.303650 = -637566.811206
  nChanged 17
		SP:Iteration 24Q (110284.660000 sec): 3 clusters
  Score: Raw -640355.708903 + Penalty 2785.303650 = -637570.405253
  nChanged 16
		SP:Iteration 25Q (110284.750000 sec): 3 clusters
  Score: Raw -640359.642445 + Penalty 2785.303650 = -637574.338795
  nChanged 18
		SP:Iteration 26Q (110284.960000 sec): 3 clusters
  Score: Raw -640363.741977 + Penalty 2785.303650 = -637578.438327
  nChanged 9
		SP:Iteration 27Q (110285.140000 sec): 3 clusters
  Score: Raw -640365.578819 + Penalty 2785.303650 = -637580.275170
  nChanged 13
		SP:Iteration 28Q (110285.310000 sec): 3 clusters
  Score: Raw -640367.598788 + Penalty 2785.303650 = -637582.295138
  nChanged 9
		SP:Iteration 29Q (110285.480000 sec): 3 clusters
  Score: Raw -640369.655191 + Penalty 2785.303650 = -637584.351541
  nChanged 10
		SP:Iteration 30Q (110285.660000 sec): 3 clusters
  Score: Raw -640372.136049 + Penalty 2785.303650 = -637586.832399
  nChanged 13
		SP:Iteration 31Q (110285.830000 sec): 3 clusters
  Score: Raw -640374.834834 + Penalty 2785.303650 = -637589.531184
  nChanged 12
		SP:Iteration 32Q (110286.030000 sec): 3 clusters
  Score: Raw -640377.457701 + Penalty 2785.303650 = -637592.154052
  nChanged 14
		SP:Iteration 33Q (110286.240000 sec): 3 clusters
  Score: Raw -640380.570472 + Penalty 2785.303650 = -637595.266823
  nChanged 13
		SP:Iteration 34Q (110286.410000 sec): 3 clusters
  Score: Raw -640383.117941 + Penalty 2785.303650 = -637597.814292
  nChanged 11
		SP:Iteration 35Q (110286.580000 sec): 3 clusters
  Score: Raw -640384.904243 + Penalty 2785.303650 = -637599.600593
  nChanged 6
		SP:Iteration 36Q (110286.760000 sec): 3 clusters
  Score: Raw -640385.781288 + Penalty 2785.303650 = -637600.477638
  nChanged 4
		SP:Iteration 37Q (110286.930000 sec): 3 clusters
  Score: Raw -640386.626432 + Penalty 2785.303650 = -637601.322782
  nChanged 8
		SP:Iteration 38Q (110287.110000 sec): 3 clusters
  Score: Raw -640388.343701 + Penalty 2785.303650 = -637603.040052
  nChanged 8
		SP:Iteration 39Q (110287.280000 sec): 3 clusters
  Score: Raw -640390.505811 + Penalty 2785.303650 = -637605.202161
  nChanged 7
		SP:Iteration 40F (110287.450000 sec): 3 clusters
  Score: Raw -640391.560603 + Penalty 2785.303650 = -637606.256953
  nChanged 5
		SP:Iteration 41Q (110287.630000 sec): 3 clusters
  Score: Raw -640392.395598 + Penalty 2785.303650 = -637607.091948
  nChanged 4
		SP:Iteration 42Q (110287.800000 sec): 3 clusters
  Score: Raw -640392.930553 + Penalty 2785.303650 = -637607.626903
  nChanged 3
		SP:Iteration 43Q (110287.980000 sec): 3 clusters
  Score: Raw -640393.329105 + Penalty 2785.303650 = -637608.025455
  nChanged 4
		SP:Iteration 44Q (110288.170000 sec): 3 clusters
  Score: Raw -640393.922888 + Penalty 2785.303650 = -637608.619238
  nChanged 4
		SP:Iteration 45Q (110288.360000 sec): 3 clusters
  Score: Raw -640394.623487 + Penalty 2785.303650 = -637609.319838
  nChanged 5
		SP:Iteration 46Q (110288.540000 sec): 3 clusters
  Score: Raw -640395.303395 + Penalty 2785.303650 = -637609.999746
  nChanged 2
		SP:Iteration 47Q (110288.710000 sec): 3 clusters
  Score: Raw -640395.558533 + Penalty 2785.303650 = -637610.254883
  nChanged 3
		SP:Iteration 48Q (110288.890000 sec): 3 clusters
  Score: Raw -640396.161453 + Penalty 2785.303650 = -637610.857804
  nChanged 7
		SP:Iteration 49Q (110289.060000 sec): 3 clusters
  Score: Raw -640397.810318 + Penalty 2785.303650 = -637612.506669
  nChanged 9
		SP:Iteration 50Q (110289.240000 sec): 3 clusters
  Score: Raw -640400.349758 + Penalty 2785.303650 = -637615.046108
  nChanged 11
		SP:Iteration 51Q (110289.410000 sec): 3 clusters
  Score: Raw -640403.901155 + Penalty 2785.303650 = -637618.597505
  nChanged 16
		SP:Iteration 52Q (110289.580000 sec): 3 clusters
  Score: Raw -640407.225614 + Penalty 2785.303650 = -637621.921964
  nChanged 15
		SP:Iteration 53Q (110289.760000 sec): 3 clusters
  Score: Raw -640412.482156 + Penalty 2785.303650 = -637627.178507
  nChanged 20
		SP:Iteration 54Q (110289.900000 sec): 3 clusters
  Score: Raw -640419.260536 + Penalty 2785.303650 = -637633.956886
  nChanged 17
		SP:Iteration 55Q (110290.000000 sec): 3 clusters
  Score: Raw -640425.282016 + Penalty 2785.303650 = -637639.978367
  nChanged 19
		SP:Iteration 56Q (110290.200000 sec): 3 clusters
  Score: Raw -640430.747275 + Penalty 2785.303650 = -637645.443626
  nChanged 16
		SP:Iteration 57Q (110290.420000 sec): 3 clusters
  Score: Raw -640434.355319 + Penalty 2785.303650 = -637649.051670
  nChanged 8
		SP:Iteration 58Q (110290.600000 sec): 3 clusters
  Score: Raw -640436.433568 + Penalty 2785.303650 = -637651.129918
  nChanged 11
		SP:Iteration 59Q (110290.780000 sec): 3 clusters
  Score: Raw -640439.157757 + Penalty 2785.303650 = -637653.854107
  nChanged 5
		SP:Iteration 60F (110290.950000 sec): 3 clusters
  Score: Raw -640440.213748 + Penalty 2785.303650 = -637654.910098
  nChanged 1
		SP:Iteration 61Q (110291.130000 sec): 3 clusters
  Score: Raw -640440.358765 + Penalty 2785.303650 = -637655.055115
  nChanged 1
		SP:Iteration 62Q (110291.280000 sec): 3 clusters
  Score: Raw -640440.516978 + Penalty 2785.303650 = -637655.213328
  nChanged 1
		SP:Iteration 63Q (110291.450000 sec): 3 clusters
  Score: Raw -640440.566341 + Penalty 2785.303650 = -637655.262691
  nChanged 0
		SP:Iteration 64F (110291.620000 sec): 3 clusters
  Score: Raw -640440.566341 + Penalty 2785.303650 = -637655.262691
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 16 (347212 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (110293.420000 sec): 2 clusters
  Score: Raw -42598178.565646 + Penalty 2073.124759 = -42596105.440887
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (110296.240000 sec): 3 clusters
  Score: Raw -42365068.537775 + Penalty 4146.249518 = -42360922.288258
  nChanged 169474
		SP:Iteration 1F (110299.020000 sec): 3 clusters
  Score: Raw -42466620.632173 + Penalty 4146.249518 = -42462474.382656
  nChanged 7592
		SP:Iteration 2Q (110301.990000 sec): 3 clusters
  Score: Raw -42467857.086146 + Penalty 4146.249518 = -42463710.836629
  nChanged 8345
		SP:Iteration 3Q (110304.940000 sec): 3 clusters
  Score: Raw -42469472.150521 + Penalty 4146.249518 = -42465325.901003
  nChanged 9867
		SP:Iteration 4Q (110307.930000 sec): 3 clusters
  Score: Raw -42471853.257687 + Penalty 4146.249518 = -42467707.008169
  nChanged 12198
		SP:Iteration 5Q (110311.020000 sec): 3 clusters
  Score: Raw -42475673.243011 + Penalty 4146.249518 = -42471526.993493
  nChanged 16033
		SP:Iteration 6Q (110314.010000 sec): 3 clusters
  Score: Raw -42482486.060228 + Penalty 4146.249518 = -42478339.810711
  nChanged 21628
		SP:Iteration 7F (110316.770000 sec): 3 clusters
  Score: Raw -42495095.996424 + Penalty 4146.249518 = -42490949.746907
  nChanged 28280
		SP:Iteration 8F (110319.560000 sec): 3 clusters
  Score: Raw -42516943.180860 + Penalty 4146.249518 = -42512796.931342
  nChanged 31711
		SP:Iteration 9F (110322.340000 sec): 3 clusters
  Score: Raw -42546408.717085 + Penalty 4146.249518 = -42542262.467567
  nChanged 27139
		SP:Iteration 10F (110325.100000 sec): 3 clusters
  Score: Raw -42573677.159924 + Penalty 4146.249518 = -42569530.910406
  nChanged 16261
		SP:Iteration 11Q (110328.090000 sec): 3 clusters
  Score: Raw -42589487.489098 + Penalty 4146.249518 = -42585341.239580
  nChanged 6960
		SP:Iteration 12Q (110330.950000 sec): 3 clusters
  Score: Raw -42595632.030377 + Penalty 4146.249518 = -42591485.780859
  nChanged 2430
		SP:Iteration 13Q (110333.560000 sec): 3 clusters
  Score: Raw -42597533.767896 + Penalty 4146.249518 = -42593387.518378
  nChanged 875
		SP:Iteration 14Q (110336.030000 sec): 3 clusters
  Score: Raw -42598159.438615 + Penalty 4146.249518 = -42594013.189097
  nChanged 374
		SP:Iteration 15Q (110338.510000 sec): 3 clusters
  Score: Raw -42598442.782877 + Penalty 4146.249518 = -42594296.533360
  nChanged 211
		SP:Iteration 16Q (110340.990000 sec): 3 clusters
  Score: Raw -42598593.431650 + Penalty 4146.249518 = -42594447.182132
  nChanged 126
		SP:Iteration 17Q (110343.450000 sec): 3 clusters
  Score: Raw -42598665.232687 + Penalty 4146.249518 = -42594518.983169
  nChanged 83
		SP:Iteration 18Q (110345.870000 sec): 3 clusters
  Score: Raw -42598711.214918 + Penalty 4146.249518 = -42594564.965400
  nChanged 57
		SP:Iteration 19Q (110348.330000 sec): 3 clusters
  Score: Raw -42598740.724059 + Penalty 4146.249518 = -42594594.474542
  nChanged 39
		SP:Iteration 20F (110351.010000 sec): 3 clusters
  Score: Raw -42598757.531030 + Penalty 4146.249518 = -42594611.281512
  nChanged 21
		SP:Iteration 21Q (110353.450000 sec): 3 clusters
  Score: Raw -42598766.976463 + Penalty 4146.249518 = -42594620.726946
  nChanged 13
		SP:Iteration 22Q (110355.880000 sec): 3 clusters
  Score: Raw -42598770.355260 + Penalty 4146.249518 = -42594624.105743
  nChanged 7
		SP:Iteration 23Q (110358.310000 sec): 3 clusters
  Score: Raw -42598773.120148 + Penalty 4146.249518 = -42594626.870630
  nChanged 7
		SP:Iteration 24Q (110360.800000 sec): 3 clusters
  Score: Raw -42598774.852144 + Penalty 4146.249518 = -42594628.602626
  nChanged 4
		SP:Iteration 25Q (110363.190000 sec): 3 clusters
  Score: Raw -42598776.006197 + Penalty 4146.249518 = -42594629.756680
  nChanged 7
		SP:Iteration 26Q (110365.590000 sec): 3 clusters
  Score: Raw -42598778.443479 + Penalty 4146.249518 = -42594632.193961
  nChanged 10
		SP:Iteration 27Q (110367.950000 sec): 3 clusters
  Score: Raw -42598781.854386 + Penalty 4146.249518 = -42594635.604868
  nChanged 4
		SP:Iteration 28Q (110370.400000 sec): 3 clusters
  Score: Raw -42598783.365017 + Penalty 4146.249518 = -42594637.115500
  nChanged 4
		SP:Iteration 29Q (110372.780000 sec): 3 clusters
  Score: Raw -42598785.046673 + Penalty 4146.249518 = -42594638.797155
  nChanged 4
		SP:Iteration 30Q (110375.260000 sec): 3 clusters
  Score: Raw -42598786.169163 + Penalty 4146.249518 = -42594639.919646
  nChanged 2
		SP:Iteration 31Q (110377.720000 sec): 3 clusters
  Score: Raw -42598786.794667 + Penalty 4146.249518 = -42594640.545149
  nChanged 1
		SP:Iteration 32Q (110380.150000 sec): 3 clusters
  Score: Raw -42598787.365376 + Penalty 4146.249518 = -42594641.115858
  nChanged 3
		SP:Iteration 33Q (110382.530000 sec): 3 clusters
  Score: Raw -42598788.143692 + Penalty 4146.249518 = -42594641.894175
  nChanged 1
		SP:Iteration 34Q (110384.920000 sec): 3 clusters
  Score: Raw -42598788.304382 + Penalty 4146.249518 = -42594642.054864
  nChanged 0
		SP:Iteration 35F (110387.610000 sec): 3 clusters
  Score: Raw -42598788.304382 + Penalty 4146.249518 = -42594642.054864
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 17 (10689 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (110387.790000 sec): 2 clusters
  Score: Raw -1342308.122796 + Penalty 1507.507699 = -1340800.615097
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (110388.030000 sec): 3 clusters
  Score: Raw -1336173.825399 + Penalty 3015.015398 = -1333158.810002
  nChanged 4626
		SP:Iteration 1F (110388.300000 sec): 3 clusters
  Score: Raw -1338714.638043 + Penalty 3015.015398 = -1335699.622646
  nChanged 684
		SP:Iteration 2F (110388.550000 sec): 3 clusters
  Score: Raw -1339020.460535 + Penalty 3015.015398 = -1336005.445137
  nChanged 597
		SP:Iteration 3F (110388.810000 sec): 3 clusters
  Score: Raw -1339300.851240 + Penalty 3015.015398 = -1336285.835842
  nChanged 601
		SP:Iteration 4F (110389.070000 sec): 3 clusters
  Score: Raw -1339650.515638 + Penalty 3015.015398 = -1336635.500240
  nChanged 663
		SP:Iteration 5F (110389.340000 sec): 3 clusters
  Score: Raw -1340094.303806 + Penalty 3015.015398 = -1337079.288408
  nChanged 673
		SP:Iteration 6F (110389.600000 sec): 3 clusters
  Score: Raw -1340603.450810 + Penalty 3015.015398 = -1337588.435413
  nChanged 677
		SP:Iteration 7F (110389.860000 sec): 3 clusters
  Score: Raw -1341188.758496 + Penalty 3015.015398 = -1338173.743098
  nChanged 599
		SP:Iteration 8F (110390.120000 sec): 3 clusters
  Score: Raw -1341704.941066 + Penalty 3015.015398 = -1338689.925669
  nChanged 415
		SP:Iteration 9Q (110390.380000 sec): 3 clusters
  Score: Raw -1342052.528553 + Penalty 3015.015398 = -1339037.513155
  nChanged 307
		SP:Iteration 10Q (110390.640000 sec): 3 clusters
  Score: Raw -1342305.127836 + Penalty 3015.015398 = -1339290.112438
  nChanged 198
		SP:Iteration 11Q (110390.870000 sec): 3 clusters
  Score: Raw -1342463.580999 + Penalty 3015.015398 = -1339448.565601
  nChanged 127
		SP:Iteration 12Q (110391.130000 sec): 3 clusters
  Score: Raw -1342569.714745 + Penalty 3015.015398 = -1339554.699348
  nChanged 91
		SP:Iteration 13Q (110391.430000 sec): 3 clusters
  Score: Raw -1342635.438151 + Penalty 3015.015398 = -1339620.422753
  nChanged 51
		SP:Iteration 14Q (110391.650000 sec): 3 clusters
  Score: Raw -1342670.160148 + Penalty 3015.015398 = -1339655.144751
  nChanged 39
		SP:Iteration 15Q (110391.910000 sec): 3 clusters
  Score: Raw -1342703.316959 + Penalty 3015.015398 = -1339688.301562
  nChanged 31
		SP:Iteration 16Q (110392.050000 sec): 3 clusters
  Score: Raw -1342725.162353 + Penalty 3015.015398 = -1339710.146955
  nChanged 14
		SP:Iteration 17Q (110392.210000 sec): 3 clusters
  Score: Raw -1342737.418587 + Penalty 3015.015398 = -1339722.403190
  nChanged 11
		SP:Iteration 18Q (110392.350000 sec): 3 clusters
  Score: Raw -1342746.493755 + Penalty 3015.015398 = -1339731.478357
  nChanged 8
		SP:Iteration 19Q (110392.510000 sec): 3 clusters
  Score: Raw -1342751.295812 + Penalty 3015.015398 = -1339736.280414
  nChanged 2
		SP:Iteration 20F (110392.670000 sec): 3 clusters
  Score: Raw -1342752.108880 + Penalty 3015.015398 = -1339737.093482
  nChanged 1
		SP:Iteration 21Q (110392.950000 sec): 3 clusters
  Score: Raw -1342752.473479 + Penalty 3015.015398 = -1339737.458082
  nChanged 0
		SP:Iteration 22F (110393.160000 sec): 3 clusters
  Score: Raw -1342752.473479 + Penalty 3015.015398 = -1339737.458082
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 18 (5395 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (110393.260000 sec): 2 clusters
  Score: Raw -651453.002839 + Penalty 1396.399530 = -650056.603309
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (110393.430000 sec): 3 clusters
  Score: Raw -648598.323481 + Penalty 2792.799060 = -645805.524420
  nChanged 2217
		SP:Iteration 1F (110393.610000 sec): 3 clusters
  Score: Raw -649816.655510 + Penalty 2792.799060 = -647023.856449
  nChanged 463
		SP:Iteration 2F (110393.750000 sec): 3 clusters
  Score: Raw -650136.299974 + Penalty 2792.799060 = -647343.500914
  nChanged 419
		SP:Iteration 3F (110393.840000 sec): 3 clusters
  Score: Raw -650497.097835 + Penalty 2792.799060 = -647704.298774
  nChanged 397
		SP:Iteration 4F (110394.040000 sec): 3 clusters
  Score: Raw -650828.404295 + Penalty 2792.799060 = -648035.605235
  nChanged 322
		SP:Iteration 5F (110394.260000 sec): 3 clusters
  Score: Raw -651099.639565 + Penalty 2792.799060 = -648306.840505
  nChanged 282
		SP:Iteration 6F (110394.410000 sec): 3 clusters
  Score: Raw -651318.705578 + Penalty 2792.799060 = -648525.906518
  nChanged 250
		SP:Iteration 7Q (110394.580000 sec): 3 clusters
  Score: Raw -651465.013718 + Penalty 2792.799060 = -648672.214658
  nChanged 184
		SP:Iteration 8Q (110394.750000 sec): 3 clusters
  Score: Raw -651559.837017 + Penalty 2792.799060 = -648767.037957
  nChanged 144
		SP:Iteration 9Q (110394.930000 sec): 3 clusters
  Score: Raw -651617.495702 + Penalty 2792.799060 = -648824.696641
  nChanged 107
		SP:Iteration 10Q (110395.100000 sec): 3 clusters
  Score: Raw -651660.489798 + Penalty 2792.799060 = -648867.690738
  nChanged 89
		SP:Iteration 11Q (110395.270000 sec): 3 clusters
  Score: Raw -651692.348065 + Penalty 2792.799060 = -648899.549005
  nChanged 60
		SP:Iteration 12Q (110395.440000 sec): 3 clusters
  Score: Raw -651710.340907 + Penalty 2792.799060 = -648917.541846
  nChanged 45
		SP:Iteration 13Q (110395.610000 sec): 3 clusters
  Score: Raw -651722.617988 + Penalty 2792.799060 = -648929.818928
  nChanged 39
		SP:Iteration 14Q (110395.790000 sec): 3 clusters
  Score: Raw -651731.692659 + Penalty 2792.799060 = -648938.893598
  nChanged 32
		SP:Iteration 15Q (110395.960000 sec): 3 clusters
  Score: Raw -651741.536223 + Penalty 2792.799060 = -648948.737163
  nChanged 31
		SP:Iteration 16Q (110396.130000 sec): 3 clusters
  Score: Raw -651751.395802 + Penalty 2792.799060 = -648958.596741
  nChanged 30
		SP:Iteration 17Q (110396.310000 sec): 3 clusters
  Score: Raw -651760.735140 + Penalty 2792.799060 = -648967.936079
  nChanged 33
		SP:Iteration 18Q (110396.400000 sec): 3 clusters
  Score: Raw -651768.104445 + Penalty 2792.799060 = -648975.305384
  nChanged 19
		SP:Iteration 19Q (110396.540000 sec): 3 clusters
  Score: Raw -651771.259906 + Penalty 2792.799060 = -648978.460846
  nChanged 12
		SP:Iteration 20F (110396.630000 sec): 3 clusters
  Score: Raw -651773.571377 + Penalty 2792.799060 = -648980.772317
  nChanged 12
		SP:Iteration 21Q (110396.850000 sec): 3 clusters
  Score: Raw -651776.159100 + Penalty 2792.799060 = -648983.360040
  nChanged 11
		SP:Iteration 22Q (110397.040000 sec): 3 clusters
  Score: Raw -651778.390880 + Penalty 2792.799060 = -648985.591820
  nChanged 9
		SP:Iteration 23Q (110397.250000 sec): 3 clusters
  Score: Raw -651780.066251 + Penalty 2792.799060 = -648987.267191
  nChanged 13
		SP:Iteration 24Q (110397.430000 sec): 3 clusters
  Score: Raw -651783.363421 + Penalty 2792.799060 = -648990.564361
  nChanged 17
		SP:Iteration 25Q (110397.580000 sec): 3 clusters
  Score: Raw -651787.257663 + Penalty 2792.799060 = -648994.458603
  nChanged 18
		SP:Iteration 26Q (110397.780000 sec): 3 clusters
  Score: Raw -651790.946695 + Penalty 2792.799060 = -648998.147635
  nChanged 19
		SP:Iteration 27Q (110397.940000 sec): 3 clusters
  Score: Raw -651794.737358 + Penalty 2792.799060 = -649001.938297
  nChanged 19
		SP:Iteration 28Q (110398.110000 sec): 3 clusters
  Score: Raw -651798.546581 + Penalty 2792.799060 = -649005.747521
  nChanged 16
		SP:Iteration 29Q (110398.270000 sec): 3 clusters
  Score: Raw -651802.375085 + Penalty 2792.799060 = -649009.576025
  nChanged 18
		SP:Iteration 30Q (110398.430000 sec): 3 clusters
  Score: Raw -651806.519092 + Penalty 2792.799060 = -649013.720032
  nChanged 14
		SP:Iteration 31Q (110398.590000 sec): 3 clusters
  Score: Raw -651809.361819 + Penalty 2792.799060 = -649016.562759
  nChanged 12
		SP:Iteration 32Q (110398.760000 sec): 3 clusters
  Score: Raw -651811.894841 + Penalty 2792.799060 = -649019.095780
  nChanged 16
		SP:Iteration 33Q (110398.920000 sec): 3 clusters
  Score: Raw -651816.498289 + Penalty 2792.799060 = -649023.699228
  nChanged 23
		SP:Iteration 34Q (110399.090000 sec): 3 clusters
  Score: Raw -651822.571141 + Penalty 2792.799060 = -649029.772081
  nChanged 23
		SP:Iteration 35Q (110399.250000 sec): 3 clusters
  Score: Raw -651828.670943 + Penalty 2792.799060 = -649035.871883
  nChanged 25
		SP:Iteration 36Q (110399.410000 sec): 3 clusters
  Score: Raw -651834.395879 + Penalty 2792.799060 = -649041.596819
  nChanged 20
		SP:Iteration 37Q (110399.570000 sec): 3 clusters
  Score: Raw -651837.794908 + Penalty 2792.799060 = -649044.995848
  nChanged 16
		SP:Iteration 38Q (110399.740000 sec): 3 clusters
  Score: Raw -651841.156497 + Penalty 2792.799060 = -649048.357437
  nChanged 17
		SP:Iteration 39Q (110399.900000 sec): 3 clusters
  Score: Raw -651844.901592 + Penalty 2792.799060 = -649052.102532
  nChanged 17
		SP:Iteration 40F (110400.070000 sec): 3 clusters
  Score: Raw -651848.261217 + Penalty 2792.799060 = -649055.462157
  nChanged 16
		SP:Iteration 41Q (110400.230000 sec): 3 clusters
  Score: Raw -651851.339149 + Penalty 2792.799060 = -649058.540089
  nChanged 10
		SP:Iteration 42Q (110400.390000 sec): 3 clusters
  Score: Raw -651853.156700 + Penalty 2792.799060 = -649060.357640
  nChanged 11
		SP:Iteration 43Q (110400.550000 sec): 3 clusters
  Score: Raw -651855.443965 + Penalty 2792.799060 = -649062.644905
  nChanged 10
		SP:Iteration 44Q (110400.720000 sec): 3 clusters
  Score: Raw -651857.204647 + Penalty 2792.799060 = -649064.405586
  nChanged 10
		SP:Iteration 45Q (110400.880000 sec): 3 clusters
  Score: Raw -651858.924794 + Penalty 2792.799060 = -649066.125734
  nChanged 8
		SP:Iteration 46Q (110401.040000 sec): 3 clusters
  Score: Raw -651860.344103 + Penalty 2792.799060 = -649067.545043
  nChanged 8
		SP:Iteration 47Q (110401.200000 sec): 3 clusters
  Score: Raw -651861.574087 + Penalty 2792.799060 = -649068.775027
  nChanged 5
		SP:Iteration 48Q (110401.370000 sec): 3 clusters
  Score: Raw -651862.412450 + Penalty 2792.799060 = -649069.613389
  nChanged 5
		SP:Iteration 49Q (110401.530000 sec): 3 clusters
  Score: Raw -651863.205511 + Penalty 2792.799060 = -649070.406451
  nChanged 3
		SP:Iteration 50Q (110401.690000 sec): 3 clusters
  Score: Raw -651863.680193 + Penalty 2792.799060 = -649070.881133
  nChanged 7
		SP:Iteration 51Q (110401.860000 sec): 3 clusters
  Score: Raw -651865.100217 + Penalty 2792.799060 = -649072.301157
  nChanged 9
		SP:Iteration 52Q (110402.020000 sec): 3 clusters
  Score: Raw -651866.559808 + Penalty 2792.799060 = -649073.760748
  nChanged 7
		SP:Iteration 53Q (110402.180000 sec): 3 clusters
  Score: Raw -651867.956804 + Penalty 2792.799060 = -649075.157744
  nChanged 7
		SP:Iteration 54Q (110402.350000 sec): 3 clusters
  Score: Raw -651869.736840 + Penalty 2792.799060 = -649076.937780
  nChanged 11
		SP:Iteration 55Q (110402.510000 sec): 3 clusters
  Score: Raw -651871.769302 + Penalty 2792.799060 = -649078.970242
  nChanged 10
		SP:Iteration 56Q (110402.670000 sec): 3 clusters
  Score: Raw -651873.382575 + Penalty 2792.799060 = -649080.583515
  nChanged 9
		SP:Iteration 57Q (110402.840000 sec): 3 clusters
  Score: Raw -651875.005977 + Penalty 2792.799060 = -649082.206917
  nChanged 13
		SP:Iteration 58Q (110403.000000 sec): 3 clusters
  Score: Raw -651876.751070 + Penalty 2792.799060 = -649083.952010
  nChanged 9
		SP:Iteration 59Q (110403.160000 sec): 3 clusters
  Score: Raw -651878.226149 + Penalty 2792.799060 = -649085.427089
  nChanged 11
		SP:Iteration 60F (110403.330000 sec): 3 clusters
  Score: Raw -651880.765954 + Penalty 2792.799060 = -649087.966894
  nChanged 13
		SP:Iteration 61Q (110403.490000 sec): 3 clusters
  Score: Raw -651883.627740 + Penalty 2792.799060 = -649090.828680
  nChanged 17
		SP:Iteration 62Q (110403.650000 sec): 3 clusters
  Score: Raw -651886.425538 + Penalty 2792.799060 = -649093.626477
  nChanged 12
		SP:Iteration 63Q (110403.820000 sec): 3 clusters
  Score: Raw -651888.728472 + Penalty 2792.799060 = -649095.929412
  nChanged 15
		SP:Iteration 64Q (110403.980000 sec): 3 clusters
  Score: Raw -651891.939495 + Penalty 2792.799060 = -649099.140435
  nChanged 17
		SP:Iteration 65Q (110404.130000 sec): 3 clusters
  Score: Raw -651895.359524 + Penalty 2792.799060 = -649102.560464
  nChanged 11
		SP:Iteration 66Q (110404.290000 sec): 3 clusters
  Score: Raw -651897.400684 + Penalty 2792.799060 = -649104.601624
  nChanged 11
		SP:Iteration 67Q (110404.460000 sec): 3 clusters
  Score: Raw -651899.281889 + Penalty 2792.799060 = -649106.482828
  nChanged 8
		SP:Iteration 68Q (110404.680000 sec): 3 clusters
  Score: Raw -651900.724303 + Penalty 2792.799060 = -649107.925243
  nChanged 8
		SP:Iteration 69Q (110404.770000 sec): 3 clusters
  Score: Raw -651902.445142 + Penalty 2792.799060 = -649109.646082
  nChanged 5
		SP:Iteration 70Q (110404.980000 sec): 3 clusters
  Score: Raw -651903.297621 + Penalty 2792.799060 = -649110.498561
  nChanged 1
		SP:Iteration 71Q (110405.120000 sec): 3 clusters
  Score: Raw -651903.441331 + Penalty 2792.799060 = -649110.642271
  nChanged 0
		SP:Iteration 72F (110405.290000 sec): 3 clusters
  Score: Raw -651903.441331 + Penalty 2792.799060 = -649110.642271
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 19 (1105 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (110405.360000 sec): 2 clusters
  Score: Raw -131501.037769 + Penalty 1138.735100 = -130362.302669
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (110405.530000 sec): 3 clusters
  Score: Raw -131125.215482 + Penalty 2277.470200 = -128847.745282
  nChanged 349
		SP:Iteration 1F (110405.710000 sec): 3 clusters
  Score: Raw -131476.976610 + Penalty 2277.470200 = -129199.506410
  nChanged 102
		SP:Iteration 2F (110405.890000 sec): 3 clusters
  Score: Raw -131635.137286 + Penalty 2277.470200 = -129357.667086
  nChanged 60
		SP:Iteration 3F (110406.020000 sec): 3 clusters
  Score: Raw -131712.949267 + Penalty 2277.470200 = -129435.479068
  nChanged 30
		SP:Iteration 4Q (110406.040000 sec): 3 clusters
  Score: Raw -131746.540487 + Penalty 2277.470200 = -129469.070288
  nChanged 26
		SP:Iteration 5Q (110406.070000 sec): 3 clusters
  Score: Raw -131776.806604 + Penalty 2277.470200 = -129499.336404
  nChanged 16
		SP:Iteration 6Q (110406.140000 sec): 3 clusters
  Score: Raw -131791.908378 + Penalty 2277.470200 = -129514.438178
  nChanged 21
		SP:Iteration 7Q (110406.170000 sec): 3 clusters
  Score: Raw -131814.693336 + Penalty 2277.470200 = -129537.223137
  nChanged 19
		SP:Iteration 8Q (110406.190000 sec): 3 clusters
  Score: Raw -131840.908558 + Penalty 2277.470200 = -129563.438359
  nChanged 25
		SP:Iteration 9Q (110406.210000 sec): 3 clusters
  Score: Raw -131868.205857 + Penalty 2277.470200 = -129590.735658
  nChanged 15
		SP:Iteration 10Q (110406.240000 sec): 3 clusters
  Score: Raw -131882.176439 + Penalty 2277.470200 = -129604.706239
  nChanged 16
		SP:Iteration 11Q (110406.260000 sec): 3 clusters
  Score: Raw -131899.372158 + Penalty 2277.470200 = -129621.901958
  nChanged 11
		SP:Iteration 12Q (110406.290000 sec): 3 clusters
  Score: Raw -131910.224756 + Penalty 2277.470200 = -129632.754557
  nChanged 15
		SP:Iteration 13Q (110406.310000 sec): 3 clusters
  Score: Raw -131925.458520 + Penalty 2277.470200 = -129647.988320
  nChanged 14
		SP:Iteration 14Q (110406.330000 sec): 3 clusters
  Score: Raw -131938.779628 + Penalty 2277.470200 = -129661.309429
  nChanged 9
		SP:Iteration 15Q (110406.360000 sec): 3 clusters
  Score: Raw -131946.874939 + Penalty 2277.470200 = -129669.404739
  nChanged 5
		SP:Iteration 16Q (110406.380000 sec): 3 clusters
  Score: Raw -131950.031263 + Penalty 2277.470200 = -129672.561064
  nChanged 2
		SP:Iteration 17Q (110406.410000 sec): 3 clusters
  Score: Raw -131951.103452 + Penalty 2277.470200 = -129673.633252
  nChanged 1
		SP:Iteration 18Q (110406.430000 sec): 3 clusters
  Score: Raw -131951.758800 + Penalty 2277.470200 = -129674.288600
  nChanged 1
		SP:Iteration 19Q (110406.450000 sec): 3 clusters
  Score: Raw -131953.635116 + Penalty 2277.470200 = -129676.164917
  nChanged 3
		SP:Iteration 20F (110406.480000 sec): 3 clusters
  Score: Raw -131956.463581 + Penalty 2277.470200 = -129678.993381
  nChanged 3
		SP:Iteration 21Q (110406.500000 sec): 3 clusters
  Score: Raw -131961.521161 + Penalty 2277.470200 = -129684.050962
  nChanged 5
		SP:Iteration 22Q (110406.530000 sec): 3 clusters
  Score: Raw -131964.898512 + Penalty 2277.470200 = -129687.428313
  nChanged 4
		SP:Iteration 23Q (110406.550000 sec): 3 clusters
  Score: Raw -131968.224593 + Penalty 2277.470200 = -129690.754394
  nChanged 4
		SP:Iteration 24Q (110406.580000 sec): 3 clusters
  Score: Raw -131972.286399 + Penalty 2277.470200 = -129694.816200
  nChanged 5
		SP:Iteration 25Q (110406.600000 sec): 3 clusters
  Score: Raw -131978.287470 + Penalty 2277.470200 = -129700.817270
  nChanged 3
		SP:Iteration 26Q (110406.630000 sec): 3 clusters
  Score: Raw -131983.225073 + Penalty 2277.470200 = -129705.754874
  nChanged 6
		SP:Iteration 27Q (110406.650000 sec): 3 clusters
  Score: Raw -131988.271899 + Penalty 2277.470200 = -129710.801699
  nChanged 3
		SP:Iteration 28Q (110406.670000 sec): 3 clusters
  Score: Raw -131990.797113 + Penalty 2277.470200 = -129713.326913
  nChanged 2
		SP:Iteration 29Q (110406.700000 sec): 3 clusters
  Score: Raw -131993.830124 + Penalty 2277.470200 = -129716.359925
  nChanged 2
		SP:Iteration 30Q (110406.720000 sec): 3 clusters
  Score: Raw -131996.054330 + Penalty 2277.470200 = -129718.584130
  nChanged 4
		SP:Iteration 31Q (110406.750000 sec): 3 clusters
  Score: Raw -131999.928821 + Penalty 2277.470200 = -129722.458621
  nChanged 6
		SP:Iteration 32Q (110406.770000 sec): 3 clusters
  Score: Raw -132006.820183 + Penalty 2277.470200 = -129729.349984
  nChanged 5
		SP:Iteration 33Q (110406.790000 sec): 3 clusters
  Score: Raw -132011.809445 + Penalty 2277.470200 = -129734.339246
  nChanged 5
		SP:Iteration 34Q (110406.820000 sec): 3 clusters
  Score: Raw -132016.290071 + Penalty 2277.470200 = -129738.819872
  nChanged 6
		SP:Iteration 35Q (110406.840000 sec): 3 clusters
  Score: Raw -132021.093300 + Penalty 2277.470200 = -129743.623101
  nChanged 3
		SP:Iteration 36Q (110406.870000 sec): 3 clusters
  Score: Raw -132025.763377 + Penalty 2277.470200 = -129748.293178
  nChanged 2
		SP:Iteration 37Q (110406.890000 sec): 3 clusters
  Score: Raw -132026.859948 + Penalty 2277.470200 = -129749.389748
  nChanged 0
		SP:Iteration 38F (110406.910000 sec): 3 clusters
  Score: Raw -132026.859948 + Penalty 2277.470200 = -129749.389748
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 20 (31255 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (110407.180000 sec): 2 clusters
  Score: Raw -3690523.882394 + Penalty 1681.864379 = -3688842.018015
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (110407.630000 sec): 3 clusters
  Score: Raw -3671127.568429 + Penalty 3363.728759 = -3667763.839670
  nChanged 14536
		SP:Iteration 1F (110407.990000 sec): 3 clusters
  Score: Raw -3679097.315440 + Penalty 3363.728759 = -3675733.586681
  nChanged 1257
		SP:Iteration 2Q (110408.420000 sec): 3 clusters
  Score: Raw -3679440.625007 + Penalty 3363.728759 = -3676076.896249
  nChanged 1248
		SP:Iteration 3Q (110408.840000 sec): 3 clusters
  Score: Raw -3679799.227353 + Penalty 3363.728759 = -3676435.498594
  nChanged 1165
		SP:Iteration 4Q (110409.270000 sec): 3 clusters
  Score: Raw -3680141.048117 + Penalty 3363.728759 = -3676777.319359
  nChanged 1214
		SP:Iteration 5Q (110409.700000 sec): 3 clusters
  Score: Raw -3680549.436898 + Penalty 3363.728759 = -3677185.708139
  nChanged 1408
		SP:Iteration 6Q (110410.120000 sec): 3 clusters
  Score: Raw -3681146.836577 + Penalty 3363.728759 = -3677783.107818
  nChanged 1724
		SP:Iteration 7F (110410.510000 sec): 3 clusters
  Score: Raw -3682088.506245 + Penalty 3363.728759 = -3678724.777486
  nChanged 2039
		SP:Iteration 8F (110410.980000 sec): 3 clusters
  Score: Raw -3683501.067210 + Penalty 3363.728759 = -3680137.338451
  nChanged 2359
		SP:Iteration 9F (110411.420000 sec): 3 clusters
  Score: Raw -3685504.787651 + Penalty 3363.728759 = -3682141.058892
  nChanged 2283
		SP:Iteration 10F (110411.850000 sec): 3 clusters
  Score: Raw -3687623.250797 + Penalty 3363.728759 = -3684259.522038
  nChanged 1695
		SP:Iteration 11F (110412.290000 sec): 3 clusters
  Score: Raw -3689241.219725 + Penalty 3363.728759 = -3685877.490966
  nChanged 933
		SP:Iteration 12Q (110412.730000 sec): 3 clusters
  Score: Raw -3690109.807882 + Penalty 3363.728759 = -3686746.079124
  nChanged 432
		SP:Iteration 13Q (110413.160000 sec): 3 clusters
  Score: Raw -3690507.030336 + Penalty 3363.728759 = -3687143.301577
  nChanged 156
		SP:Iteration 14Q (110413.550000 sec): 3 clusters
  Score: Raw -3690658.378309 + Penalty 3363.728759 = -3687294.649550
  nChanged 63
		SP:Iteration 15Q (110413.950000 sec): 3 clusters
  Score: Raw -3690722.567680 + Penalty 3363.728759 = -3687358.838921
  nChanged 33
		SP:Iteration 16Q (110414.290000 sec): 3 clusters
  Score: Raw -3690754.681526 + Penalty 3363.728759 = -3687390.952768
  nChanged 14
		SP:Iteration 17Q (110414.690000 sec): 3 clusters
  Score: Raw -3690767.916202 + Penalty 3363.728759 = -3687404.187443
  nChanged 8
		SP:Iteration 18Q (110415.030000 sec): 3 clusters
  Score: Raw -3690778.913163 + Penalty 3363.728759 = -3687415.184404
  nChanged 7
		SP:Iteration 19Q (110415.430000 sec): 3 clusters
  Score: Raw -3690788.995241 + Penalty 3363.728759 = -3687425.266482
  nChanged 4
		SP:Iteration 20F (110415.820000 sec): 3 clusters
  Score: Raw -3690793.612949 + Penalty 3363.728759 = -3687429.884190
  nChanged 2
		SP:Iteration 21Q (110416.120000 sec): 3 clusters
  Score: Raw -3690794.553787 + Penalty 3363.728759 = -3687430.825028
  nChanged 0
		SP:Iteration 22F (110416.530000 sec): 3 clusters
  Score: Raw -3690794.553787 + Penalty 3363.728759 = -3687430.825028
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 21 (10408 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (110416.630000 sec): 2 clusters
  Score: Raw -1271315.987767 + Penalty 1503.178628 = -1269812.809139
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (110416.880000 sec): 3 clusters
  Score: Raw -1265415.603769 + Penalty 3006.357257 = -1262409.246513
  nChanged 4487
		SP:Iteration 1F (110417.020000 sec): 3 clusters
  Score: Raw -1267852.070079 + Penalty 3006.357257 = -1264845.712823
  nChanged 630
		SP:Iteration 2F (110417.160000 sec): 3 clusters
  Score: Raw -1268155.202075 + Penalty 3006.357257 = -1265148.844818
  nChanged 538
		SP:Iteration 3F (110417.390000 sec): 3 clusters
  Score: Raw -1268446.957305 + Penalty 3006.357257 = -1265440.600049
  nChanged 539
		SP:Iteration 4F (110417.610000 sec): 3 clusters
  Score: Raw -1268766.032964 + Penalty 3006.357257 = -1265759.675707
  nChanged 490
		SP:Iteration 5Q (110417.870000 sec): 3 clusters
  Score: Raw -1269079.502863 + Penalty 3006.357257 = -1266073.145607
  nChanged 501
		SP:Iteration 6Q (110418.090000 sec): 3 clusters
  Score: Raw -1269401.566062 + Penalty 3006.357257 = -1266395.208805
  nChanged 459
		SP:Iteration 7Q (110418.270000 sec): 3 clusters
  Score: Raw -1269704.108628 + Penalty 3006.357257 = -1266697.751371
  nChanged 438
		SP:Iteration 8Q (110418.410000 sec): 3 clusters
  Score: Raw -1269988.332731 + Penalty 3006.357257 = -1266981.975474
  nChanged 441
		SP:Iteration 9Q (110418.640000 sec): 3 clusters
  Score: Raw -1270288.300312 + Penalty 3006.357257 = -1267281.943055
  nChanged 401
		SP:Iteration 10Q (110418.860000 sec): 3 clusters
  Score: Raw -1270556.035448 + Penalty 3006.357257 = -1267549.678191
  nChanged 331
		SP:Iteration 11Q (110418.990000 sec): 3 clusters
  Score: Raw -1270795.516188 + Penalty 3006.357257 = -1267789.158931
  nChanged 268
		SP:Iteration 12Q (110419.170000 sec): 3 clusters
  Score: Raw -1270985.279786 + Penalty 3006.357257 = -1267978.922530
  nChanged 189
		SP:Iteration 13Q (110419.400000 sec): 3 clusters
  Score: Raw -1271127.041292 + Penalty 3006.357257 = -1268120.684035
  nChanged 145
		SP:Iteration 14Q (110419.530000 sec): 3 clusters
  Score: Raw -1271233.500049 + Penalty 3006.357257 = -1268227.142792
  nChanged 111
		SP:Iteration 15Q (110419.810000 sec): 3 clusters
  Score: Raw -1271322.511564 + Penalty 3006.357257 = -1268316.154307
  nChanged 79
		SP:Iteration 16Q (110420.030000 sec): 3 clusters
  Score: Raw -1271396.766317 + Penalty 3006.357257 = -1268390.409060
  nChanged 58
		SP:Iteration 17Q (110420.290000 sec): 3 clusters
  Score: Raw -1271451.236144 + Penalty 3006.357257 = -1268444.878887
  nChanged 35
		SP:Iteration 18Q (110420.480000 sec): 3 clusters
  Score: Raw -1271476.280657 + Penalty 3006.357257 = -1268469.923400
  nChanged 25
		SP:Iteration 19Q (110420.740000 sec): 3 clusters
  Score: Raw -1271498.273734 + Penalty 3006.357257 = -1268491.916478
  nChanged 19
		SP:Iteration 20F (110421.000000 sec): 3 clusters
  Score: Raw -1271511.918350 + Penalty 3006.357257 = -1268505.561094
  nChanged 20
		SP:Iteration 21Q (110421.220000 sec): 3 clusters
  Score: Raw -1271530.913103 + Penalty 3006.357257 = -1268524.555846
  nChanged 18
		SP:Iteration 22Q (110421.400000 sec): 3 clusters
  Score: Raw -1271544.445381 + Penalty 3006.357257 = -1268538.088125
  nChanged 9
		SP:Iteration 23Q (110421.540000 sec): 3 clusters
  Score: Raw -1271550.425791 + Penalty 3006.357257 = -1268544.068535
  nChanged 2
		SP:Iteration 24Q (110421.670000 sec): 3 clusters
  Score: Raw -1271551.887211 + Penalty 3006.357257 = -1268545.529954
  nChanged 1
		SP:Iteration 25Q (110421.870000 sec): 3 clusters
  Score: Raw -1271553.371385 + Penalty 3006.357257 = -1268547.014128
  nChanged 3
		SP:Iteration 26Q (110422.100000 sec): 3 clusters
  Score: Raw -1271554.791922 + Penalty 3006.357257 = -1268548.434666
  nChanged 1
		SP:Iteration 27Q (110422.270000 sec): 3 clusters
  Score: Raw -1271557.123849 + Penalty 3006.357257 = -1268550.766592
  nChanged 3
		SP:Iteration 28Q (110422.450000 sec): 3 clusters
  Score: Raw -1271558.548237 + Penalty 3006.357257 = -1268552.190980
  nChanged 1
		SP:Iteration 29Q (110422.720000 sec): 3 clusters
  Score: Raw -1271559.206179 + Penalty 3006.357257 = -1268552.848923
  nChanged 2
		SP:Iteration 30Q (110422.940000 sec): 3 clusters
  Score: Raw -1271560.000025 + Penalty 3006.357257 = -1268553.642769
  nChanged 1
		SP:Iteration 31Q (110423.160000 sec): 3 clusters
  Score: Raw -1271560.221449 + Penalty 3006.357257 = -1268553.864193
  nChanged 1
		SP:Iteration 32Q (110423.420000 sec): 3 clusters
  Score: Raw -1271560.568175 + Penalty 3006.357257 = -1268554.210918
  nChanged 0
		SP:Iteration 33F (110423.650000 sec): 3 clusters
  Score: Raw -1271560.568175 + Penalty 3006.357257 = -1268554.210918
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 22 (231 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (110423.700000 sec): 2 clusters
  Score: Raw -12184.773507 + Penalty 884.392878 = -11300.380629
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (110423.870000 sec): 3 clusters
  Score: Raw -12338.042912 + Penalty 1768.785756 = -10569.257156
  nChanged 44
		SP:Iteration 1F (110424.050000 sec): 3 clusters
  Score: Raw -12507.438050 + Penalty 1768.785756 = -10738.652294
  nChanged 13
		SP:Iteration 2F (110424.180000 sec): 3 clusters
  Score: Raw -12569.501418 + Penalty 1768.785756 = -10800.715662
  nChanged 8
		SP:Iteration 3Q (110424.310000 sec): 3 clusters
  Score: Raw -12618.731425 + Penalty 1768.785756 = -10849.945669
  nChanged 5
		SP:Iteration 4Q (110424.490000 sec): 3 clusters
  Score: Raw -12649.743700 + Penalty 1768.785756 = -10880.957944
  nChanged 6
		SP:Iteration 5Q (110424.670000 sec): 3 clusters
  Score: Raw -12679.816451 + Penalty 1768.785756 = -10911.030695
  nChanged 2
		SP:Iteration 6Q (110424.840000 sec): 3 clusters
  Score: Raw -12691.693452 + Penalty 1768.785756 = -10922.907696
  nChanged 2
		SP:Iteration 7Q (110425.020000 sec): 3 clusters
  Score: Raw -12700.273614 + Penalty 1768.785756 = -10931.487858
  nChanged 2
		SP:Iteration 8Q (110425.190000 sec): 3 clusters
  Score: Raw -12708.989821 + Penalty 1768.785756 = -10940.204065
  nChanged 0
		SP:Iteration 9F (110425.350000 sec): 3 clusters
  Score: Raw -12708.989821 + Penalty 1768.785756 = -10940.204065
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 23 (502 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (110425.410000 sec): 2 clusters
  Score: Raw -54728.763224 + Penalty 1010.522519 = -53718.240704
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (110425.590000 sec): 3 clusters
  Score: Raw -54687.659749 + Penalty 2021.045039 = -52666.614710
  nChanged 128
		SP:Iteration 1F (110425.770000 sec): 3 clusters
  Score: Raw -54912.320647 + Penalty 2021.045039 = -52891.275609
  nChanged 34
		SP:Iteration 2F (110425.940000 sec): 3 clusters
  Score: Raw -54984.954457 + Penalty 2021.045039 = -52963.909418
  nChanged 22
		SP:Iteration 3Q (110426.110000 sec): 3 clusters
  Score: Raw -55021.489641 + Penalty 2021.045039 = -53000.444602
  nChanged 13
		SP:Iteration 4Q (110426.270000 sec): 3 clusters
  Score: Raw -55051.693139 + Penalty 2021.045039 = -53030.648100
  nChanged 11
		SP:Iteration 5Q (110426.430000 sec): 3 clusters
  Score: Raw -55083.479111 + Penalty 2021.045039 = -53062.434072
  nChanged 10
		SP:Iteration 6Q (110426.590000 sec): 3 clusters
  Score: Raw -55104.652356 + Penalty 2021.045039 = -53083.607317
  nChanged 6
		SP:Iteration 7Q (110426.610000 sec): 3 clusters
  Score: Raw -55117.948471 + Penalty 2021.045039 = -53096.903432
  nChanged 7
		SP:Iteration 8Q (110426.630000 sec): 3 clusters
  Score: Raw -55129.331803 + Penalty 2021.045039 = -53108.286764
  nChanged 8
		SP:Iteration 9Q (110426.650000 sec): 3 clusters
  Score: Raw -55144.676254 + Penalty 2021.045039 = -53123.631215
  nChanged 4
		SP:Iteration 10Q (110426.660000 sec): 3 clusters
  Score: Raw -55151.171158 + Penalty 2021.045039 = -53130.126119
  nChanged 7
		SP:Iteration 11Q (110426.670000 sec): 3 clusters
  Score: Raw -55171.899953 + Penalty 2021.045039 = -53150.854914
  nChanged 11
		SP:Iteration 12Q (110426.690000 sec): 3 clusters
  Score: Raw -55200.635027 + Penalty 2021.045039 = -53179.589988
  nChanged 10
		SP:Iteration 13Q (110426.700000 sec): 3 clusters
  Score: Raw -55224.385996 + Penalty 2021.045039 = -53203.340957
  nChanged 7
		SP:Iteration 14Q (110426.720000 sec): 3 clusters
  Score: Raw -55242.948307 + Penalty 2021.045039 = -53221.903268
  nChanged 6
		SP:Iteration 15Q (110426.730000 sec): 3 clusters
  Score: Raw -55260.685678 + Penalty 2021.045039 = -53239.640639
  nChanged 6
		SP:Iteration 16Q (110426.750000 sec): 3 clusters
  Score: Raw -55277.132971 + Penalty 2021.045039 = -53256.087932
  nChanged 7
		SP:Iteration 17Q (110426.760000 sec): 3 clusters
  Score: Raw -55291.856588 + Penalty 2021.045039 = -53270.811549
  nChanged 8
		SP:Iteration 18Q (110426.780000 sec): 3 clusters
  Score: Raw -55306.289708 + Penalty 2021.045039 = -53285.244669
  nChanged 7
		SP:Iteration 19Q (110426.790000 sec): 3 clusters
  Score: Raw -55346.721937 + Penalty 2021.045039 = -53325.676898
  nChanged 11
		SP:Iteration 20F (110426.810000 sec): 3 clusters
  Score: Raw -55410.662296 + Penalty 2021.045039 = -53389.617257
  nChanged 7
		SP:Iteration 21Q (110426.820000 sec): 3 clusters
  Score: Raw -55476.682415 + Penalty 2021.045039 = -53455.637376
  nChanged 6
		SP:Iteration 22Q (110426.840000 sec): 3 clusters
  Score: Raw -55547.031124 + Penalty 2021.045039 = -53525.986085
  nChanged 5
		SP:Iteration 23Q (110426.850000 sec): 3 clusters
  Score: Raw -55561.511122 + Penalty 2021.045039 = -53540.466084
  nChanged 2
		SP:Iteration 24Q (110426.870000 sec): 3 clusters
  Score: Raw -55563.850472 + Penalty 2021.045039 = -53542.805433
  nChanged 0
		SP:Iteration 25F (110426.890000 sec): 3 clusters
  Score: Raw -55563.850472 + Penalty 2021.045039 = -53542.805433
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 24 (550 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (110426.930000 sec): 2 clusters
  Score: Raw -64071.566500 + Penalty 1025.361720 = -63046.204780
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (110426.950000 sec): 3 clusters
  Score: Raw -64010.878111 + Penalty 2050.723440 = -61960.154671
  nChanged 146
		SP:Iteration 1F (110426.970000 sec): 3 clusters
  Score: Raw -64233.893954 + Penalty 2050.723440 = -62183.170513
  nChanged 48
		SP:Iteration 2F (110426.980000 sec): 3 clusters
  Score: Raw -64327.655879 + Penalty 2050.723440 = -62276.932439
  nChanged 28
		SP:Iteration 3F (110427.000000 sec): 3 clusters
  Score: Raw -64370.275426 + Penalty 2050.723440 = -62319.551986
  nChanged 16
		SP:Iteration 4Q (110427.010000 sec): 3 clusters
  Score: Raw -64394.269444 + Penalty 2050.723440 = -62343.546003
  nChanged 13
		SP:Iteration 5Q (110427.030000 sec): 3 clusters
  Score: Raw -64419.008047 + Penalty 2050.723440 = -62368.284606
  nChanged 6
		SP:Iteration 6Q (110427.040000 sec): 3 clusters
  Score: Raw -64426.319532 + Penalty 2050.723440 = -62375.596091
  nChanged 3
		SP:Iteration 7Q (110427.060000 sec): 3 clusters
  Score: Raw -64431.001149 + Penalty 2050.723440 = -62380.277709
  nChanged 4
		SP:Iteration 8Q (110427.070000 sec): 3 clusters
  Score: Raw -64440.463798 + Penalty 2050.723440 = -62389.740358
  nChanged 3
		SP:Iteration 9Q (110427.090000 sec): 3 clusters
  Score: Raw -64451.869959 + Penalty 2050.723440 = -62401.146519
  nChanged 5
		SP:Iteration 10Q (110427.110000 sec): 3 clusters
  Score: Raw -64456.643653 + Penalty 2050.723440 = -62405.920212
  nChanged 3
		SP:Iteration 11Q (110427.120000 sec): 3 clusters
  Score: Raw -64460.032293 + Penalty 2050.723440 = -62409.308852
  nChanged 3
		SP:Iteration 12Q (110427.140000 sec): 3 clusters
  Score: Raw -64464.368612 + Penalty 2050.723440 = -62413.645172
  nChanged 1
		SP:Iteration 13Q (110427.150000 sec): 3 clusters
  Score: Raw -64464.560768 + Penalty 2050.723440 = -62413.837328
  nChanged 0
		SP:Iteration 14F (110427.170000 sec): 3 clusters
  Score: Raw -64464.560768 + Penalty 2050.723440 = -62413.837328
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 25 (4340 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (110427.300000 sec): 2 clusters
  Score: Raw -534766.519629 + Penalty 1361.039814 = -533405.479814
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (110427.430000 sec): 3 clusters
  Score: Raw -532514.951639 + Penalty 2722.079629 = -529792.872010
  nChanged 1775
		SP:Iteration 1F (110427.610000 sec): 3 clusters
  Score: Raw -533479.557750 + Penalty 2722.079629 = -530757.478121
  nChanged 314
		SP:Iteration 2F (110427.690000 sec): 3 clusters
  Score: Raw -533673.163847 + Penalty 2722.079629 = -530951.084218
  nChanged 254
		SP:Iteration 3F (110427.770000 sec): 3 clusters
  Score: Raw -533805.572229 + Penalty 2722.079629 = -531083.492600
  nChanged 180
		SP:Iteration 4Q (110427.850000 sec): 3 clusters
  Score: Raw -533890.105602 + Penalty 2722.079629 = -531168.025973
  nChanged 149
		SP:Iteration 5Q (110427.940000 sec): 3 clusters
  Score: Raw -533954.465399 + Penalty 2722.079629 = -531232.385770
  nChanged 127
		SP:Iteration 6Q (110428.020000 sec): 3 clusters
  Score: Raw -534007.404044 + Penalty 2722.079629 = -531285.324415
  nChanged 106
		SP:Iteration 7Q (110428.100000 sec): 3 clusters
  Score: Raw -534059.704423 + Penalty 2722.079629 = -531337.624794
  nChanged 122
		SP:Iteration 8Q (110428.180000 sec): 3 clusters
  Score: Raw -534116.999362 + Penalty 2722.079629 = -531394.919733
  nChanged 113
		SP:Iteration 9Q (110428.270000 sec): 3 clusters
  Score: Raw -534164.672683 + Penalty 2722.079629 = -531442.593054
  nChanged 106
		SP:Iteration 10Q (110428.350000 sec): 3 clusters
  Score: Raw -534209.750598 + Penalty 2722.079629 = -531487.670969
  nChanged 88
		SP:Iteration 11Q (110428.430000 sec): 3 clusters
  Score: Raw -534243.416699 + Penalty 2722.079629 = -531521.337070
  nChanged 63
		SP:Iteration 12Q (110428.510000 sec): 3 clusters
  Score: Raw -534268.337830 + Penalty 2722.079629 = -531546.258201
  nChanged 66
		SP:Iteration 13Q (110428.590000 sec): 3 clusters
  Score: Raw -534299.756746 + Penalty 2722.079629 = -531577.677117
  nChanged 77
		SP:Iteration 14Q (110428.790000 sec): 3 clusters
  Score: Raw -534334.214955 + Penalty 2722.079629 = -531612.135326
  nChanged 79
		SP:Iteration 15Q (110428.970000 sec): 3 clusters
  Score: Raw -534375.721272 + Penalty 2722.079629 = -531653.641643
  nChanged 93
		SP:Iteration 16Q (110429.140000 sec): 3 clusters
  Score: Raw -534426.870214 + Penalty 2722.079629 = -531704.790585
  nChanged 89
		SP:Iteration 17Q (110429.320000 sec): 3 clusters
  Score: Raw -534474.042249 + Penalty 2722.079629 = -531751.962620
  nChanged 86
		SP:Iteration 18Q (110429.490000 sec): 3 clusters
  Score: Raw -534523.368151 + Penalty 2722.079629 = -531801.288522
  nChanged 72
		SP:Iteration 19Q (110429.670000 sec): 3 clusters
  Score: Raw -534570.643210 + Penalty 2722.079629 = -531848.563581
  nChanged 73
		SP:Iteration 20F (110429.850000 sec): 3 clusters
  Score: Raw -534632.247811 + Penalty 2722.079629 = -531910.168182
  nChanged 86
		SP:Iteration 21Q (110430.020000 sec): 3 clusters
  Score: Raw -534711.494434 + Penalty 2722.079629 = -531989.414805
  nChanged 92
		SP:Iteration 22Q (110430.200000 sec): 3 clusters
  Score: Raw -534803.332114 + Penalty 2722.079629 = -532081.252486
  nChanged 79
		SP:Iteration 23Q (110430.370000 sec): 3 clusters
  Score: Raw -534880.484319 + Penalty 2722.079629 = -532158.404690
  nChanged 70
		SP:Iteration 24Q (110430.550000 sec): 3 clusters
  Score: Raw -534936.753966 + Penalty 2722.079629 = -532214.674337
  nChanged 56
		SP:Iteration 25Q (110430.730000 sec): 3 clusters
  Score: Raw -534984.947971 + Penalty 2722.079629 = -532262.868343
  nChanged 36
		SP:Iteration 26Q (110430.900000 sec): 3 clusters
  Score: Raw -535006.875445 + Penalty 2722.079629 = -532284.795816
  nChanged 27
		SP:Iteration 27Q (110431.080000 sec): 3 clusters
  Score: Raw -535018.782960 + Penalty 2722.079629 = -532296.703331
  nChanged 15
		SP:Iteration 28Q (110431.250000 sec): 3 clusters
  Score: Raw -535025.578069 + Penalty 2722.079629 = -532303.498440
  nChanged 14
		SP:Iteration 29Q (110431.430000 sec): 3 clusters
  Score: Raw -535032.282699 + Penalty 2722.079629 = -532310.203070
  nChanged 13
		SP:Iteration 30Q (110431.580000 sec): 3 clusters
  Score: Raw -535036.604451 + Penalty 2722.079629 = -532314.524822
  nChanged 6
		SP:Iteration 31Q (110431.660000 sec): 3 clusters
  Score: Raw -535038.545208 + Penalty 2722.079629 = -532316.465579
  nChanged 4
		SP:Iteration 32Q (110431.740000 sec): 3 clusters
  Score: Raw -535039.793240 + Penalty 2722.079629 = -532317.713611
  nChanged 7
		SP:Iteration 33Q (110431.820000 sec): 3 clusters
  Score: Raw -535041.653772 + Penalty 2722.079629 = -532319.574143
  nChanged 5
		SP:Iteration 34Q (110431.900000 sec): 3 clusters
  Score: Raw -535044.563959 + Penalty 2722.079629 = -532322.484331
  nChanged 7
		SP:Iteration 35Q (110431.980000 sec): 3 clusters
  Score: Raw -535047.631544 + Penalty 2722.079629 = -532325.551915
  nChanged 5
		SP:Iteration 36Q (110432.060000 sec): 3 clusters
  Score: Raw -535049.416859 + Penalty 2722.079629 = -532327.337230
  nChanged 4
		SP:Iteration 37Q (110432.140000 sec): 3 clusters
  Score: Raw -535050.403704 + Penalty 2722.079629 = -532328.324075
  nChanged 3
		SP:Iteration 38Q (110432.220000 sec): 3 clusters
  Score: Raw -535051.090037 + Penalty 2722.079629 = -532329.010409
  nChanged 1
		SP:Iteration 39Q (110432.350000 sec): 3 clusters
  Score: Raw -535051.565189 + Penalty 2722.079629 = -532329.485560
  nChanged 2
		SP:Iteration 40F (110432.430000 sec): 3 clusters
  Score: Raw -535052.397245 + Penalty 2722.079629 = -532330.317616
  nChanged 2
		SP:Iteration 41Q (110432.510000 sec): 3 clusters
  Score: Raw -535053.759525 + Penalty 2722.079629 = -532331.679896
  nChanged 4
		SP:Iteration 42Q (110432.590000 sec): 3 clusters
  Score: Raw -535055.461996 + Penalty 2722.079629 = -532333.382367
  nChanged 4
		SP:Iteration 43Q (110432.670000 sec): 3 clusters
  Score: Raw -535056.907911 + Penalty 2722.079629 = -532334.828282
  nChanged 4
		SP:Iteration 44Q (110432.750000 sec): 3 clusters
  Score: Raw -535057.849286 + Penalty 2722.079629 = -532335.769657
  nChanged 3
		SP:Iteration 45Q (110432.830000 sec): 3 clusters
  Score: Raw -535058.512156 + Penalty 2722.079629 = -532336.432528
  nChanged 1
		SP:Iteration 46Q (110432.910000 sec): 3 clusters
  Score: Raw -535058.879230 + Penalty 2722.079629 = -532336.799601
  nChanged 0
		SP:Iteration 47F (110432.990000 sec): 3 clusters
  Score: Raw -535058.879230 + Penalty 2722.079629 = -532336.799601
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 26 (4322 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (110433.080000 sec): 2 clusters
  Score: Raw -488420.214867 + Penalty 1360.364450 = -487059.850417
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (110433.260000 sec): 3 clusters
  Score: Raw -486286.574078 + Penalty 2720.728900 = -483565.845178
  nChanged 1674
		SP:Iteration 1F (110433.430000 sec): 3 clusters
  Score: Raw -487307.059631 + Penalty 2720.728900 = -484586.330731
  nChanged 378
		SP:Iteration 2F (110433.610000 sec): 3 clusters
  Score: Raw -487581.381085 + Penalty 2720.728900 = -484860.652185
  nChanged 286
		SP:Iteration 3F (110433.790000 sec): 3 clusters
  Score: Raw -487778.252575 + Penalty 2720.728900 = -485057.523675
  nChanged 229
		SP:Iteration 4F (110433.960000 sec): 3 clusters
  Score: Raw -487944.448619 + Penalty 2720.728900 = -485223.719719
  nChanged 207
		SP:Iteration 5Q (110434.140000 sec): 3 clusters
  Score: Raw -488091.167540 + Penalty 2720.728900 = -485370.438641
  nChanged 176
		SP:Iteration 6Q (110434.310000 sec): 3 clusters
  Score: Raw -488183.347725 + Penalty 2720.728900 = -485462.618825
  nChanged 143
		SP:Iteration 7Q (110434.490000 sec): 3 clusters
  Score: Raw -488263.101850 + Penalty 2720.728900 = -485542.372950
  nChanged 126
		SP:Iteration 8Q (110434.670000 sec): 3 clusters
  Score: Raw -488335.652266 + Penalty 2720.728900 = -485614.923366
  nChanged 120
		SP:Iteration 9Q (110434.840000 sec): 3 clusters
  Score: Raw -488405.212722 + Penalty 2720.728900 = -485684.483823
  nChanged 100
		SP:Iteration 10Q (110435.020000 sec): 3 clusters
  Score: Raw -488458.932732 + Penalty 2720.728900 = -485738.203832
  nChanged 99
		SP:Iteration 11Q (110435.170000 sec): 3 clusters
  Score: Raw -488510.370385 + Penalty 2720.728900 = -485789.641485
  nChanged 80
		SP:Iteration 12Q (110435.250000 sec): 3 clusters
  Score: Raw -488554.695129 + Penalty 2720.728900 = -485833.966230
  nChanged 70
		SP:Iteration 13Q (110435.330000 sec): 3 clusters
  Score: Raw -488587.764377 + Penalty 2720.728900 = -485867.035478
  nChanged 60
		SP:Iteration 14Q (110435.410000 sec): 3 clusters
  Score: Raw -488617.805229 + Penalty 2720.728900 = -485897.076329
  nChanged 53
		SP:Iteration 15Q (110435.490000 sec): 3 clusters
  Score: Raw -488644.316065 + Penalty 2720.728900 = -485923.587165
  nChanged 47
		SP:Iteration 16Q (110435.580000 sec): 3 clusters
  Score: Raw -488665.855403 + Penalty 2720.728900 = -485945.126503
  nChanged 40
		SP:Iteration 17Q (110435.660000 sec): 3 clusters
  Score: Raw -488686.221843 + Penalty 2720.728900 = -485965.492943
  nChanged 51
		SP:Iteration 18Q (110435.740000 sec): 3 clusters
  Score: Raw -488714.918185 + Penalty 2720.728900 = -485994.189286
  nChanged 41
		SP:Iteration 19Q (110435.820000 sec): 3 clusters
  Score: Raw -488742.237812 + Penalty 2720.728900 = -486021.508913
  nChanged 41
		SP:Iteration 20F (110435.900000 sec): 3 clusters
  Score: Raw -488764.701241 + Penalty 2720.728900 = -486043.972341
  nChanged 33
		SP:Iteration 21Q (110435.980000 sec): 3 clusters
  Score: Raw -488783.340259 + Penalty 2720.728900 = -486062.611359
  nChanged 32
		SP:Iteration 22Q (110436.060000 sec): 3 clusters
  Score: Raw -488800.405590 + Penalty 2720.728900 = -486079.676691
  nChanged 23
		SP:Iteration 23Q (110436.140000 sec): 3 clusters
  Score: Raw -488811.632221 + Penalty 2720.728900 = -486090.903322
  nChanged 11
		SP:Iteration 24Q (110436.220000 sec): 3 clusters
  Score: Raw -488817.405955 + Penalty 2720.728900 = -486096.677055
  nChanged 9
		SP:Iteration 25Q (110436.300000 sec): 3 clusters
  Score: Raw -488823.986667 + Penalty 2720.728900 = -486103.257768
  nChanged 13
		SP:Iteration 26Q (110436.380000 sec): 3 clusters
  Score: Raw -488829.970187 + Penalty 2720.728900 = -486109.241288
  nChanged 10
		SP:Iteration 27Q (110436.460000 sec): 3 clusters
  Score: Raw -488835.176495 + Penalty 2720.728900 = -486114.447596
  nChanged 8
		SP:Iteration 28Q (110436.540000 sec): 3 clusters
  Score: Raw -488839.072062 + Penalty 2720.728900 = -486118.343162
  nChanged 7
		SP:Iteration 29Q (110436.620000 sec): 3 clusters
  Score: Raw -488843.268899 + Penalty 2720.728900 = -486122.539999
  nChanged 9
		SP:Iteration 30Q (110436.810000 sec): 3 clusters
  Score: Raw -488848.346300 + Penalty 2720.728900 = -486127.617401
  nChanged 7
		SP:Iteration 31Q (110436.980000 sec): 3 clusters
  Score: Raw -488852.900636 + Penalty 2720.728900 = -486132.171736
  nChanged 5
		SP:Iteration 32Q (110437.160000 sec): 3 clusters
  Score: Raw -488855.205795 + Penalty 2720.728900 = -486134.476896
  nChanged 3
		SP:Iteration 33Q (110437.330000 sec): 3 clusters
  Score: Raw -488856.243612 + Penalty 2720.728900 = -486135.514713
  nChanged 1
		SP:Iteration 34Q (110437.510000 sec): 3 clusters
  Score: Raw -488857.176663 + Penalty 2720.728900 = -486136.447764
  nChanged 5
		SP:Iteration 35Q (110437.670000 sec): 3 clusters
  Score: Raw -488859.527785 + Penalty 2720.728900 = -486138.798885
  nChanged 4
		SP:Iteration 36Q (110437.860000 sec): 3 clusters
  Score: Raw -488860.806320 + Penalty 2720.728900 = -486140.077420
  nChanged 2
		SP:Iteration 37Q (110438.040000 sec): 3 clusters
  Score: Raw -488862.352861 + Penalty 2720.728900 = -486141.623962
  nChanged 3
		SP:Iteration 38Q (110438.210000 sec): 3 clusters
  Score: Raw -488863.557489 + Penalty 2720.728900 = -486142.828589
  nChanged 2
		SP:Iteration 39Q (110438.390000 sec): 3 clusters
  Score: Raw -488864.514845 + Penalty 2720.728900 = -486143.785946
  nChanged 1
		SP:Iteration 40F (110438.570000 sec): 3 clusters
  Score: Raw -488865.320741 + Penalty 2720.728900 = -486144.591841
  nChanged 1
		SP:Iteration 41Q (110438.740000 sec): 3 clusters
  Score: Raw -488865.737305 + Penalty 2720.728900 = -486145.008406
  nChanged 3
		SP:Iteration 42Q (110438.910000 sec): 3 clusters
  Score: Raw -488866.792293 + Penalty 2720.728900 = -486146.063393
  nChanged 3
		SP:Iteration 43Q (110439.090000 sec): 3 clusters
  Score: Raw -488867.882641 + Penalty 2720.728900 = -486147.153741
  nChanged 3
		SP:Iteration 44Q (110439.270000 sec): 3 clusters
  Score: Raw -488869.613931 + Penalty 2720.728900 = -486148.885031
  nChanged 4
		SP:Iteration 45Q (110439.440000 sec): 3 clusters
  Score: Raw -488872.994999 + Penalty 2720.728900 = -486152.266099
  nChanged 2
		SP:Iteration 46Q (110439.620000 sec): 3 clusters
  Score: Raw -488874.081535 + Penalty 2720.728900 = -486153.352635
  nChanged 0
		SP:Iteration 47F (110439.790000 sec): 3 clusters
  Score: Raw -488874.081535 + Penalty 2720.728900 = -486153.352635
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 27 (1241 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (110439.870000 sec): 2 clusters
  Score: Raw -146876.452452 + Penalty 1157.596828 = -145718.855624
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (110440.040000 sec): 3 clusters
  Score: Raw -146406.249234 + Penalty 2315.193655 = -144091.055579
  nChanged 386
		SP:Iteration 1F (110440.220000 sec): 3 clusters
  Score: Raw -146755.003889 + Penalty 2315.193655 = -144439.810234
  nChanged 116
		SP:Iteration 2F (110440.390000 sec): 3 clusters
  Score: Raw -146905.849242 + Penalty 2315.193655 = -144590.655587
  nChanged 80
		SP:Iteration 3F (110440.570000 sec): 3 clusters
  Score: Raw -147007.244174 + Penalty 2315.193655 = -144692.050519
  nChanged 63
		SP:Iteration 4F (110440.750000 sec): 3 clusters
  Score: Raw -147085.358902 + Penalty 2315.193655 = -144770.165247
  nChanged 57
		SP:Iteration 5Q (110440.920000 sec): 3 clusters
  Score: Raw -147146.149008 + Penalty 2315.193655 = -144830.955352
  nChanged 37
		SP:Iteration 6Q (110441.100000 sec): 3 clusters
  Score: Raw -147201.805189 + Penalty 2315.193655 = -144886.611534
  nChanged 41
		SP:Iteration 7Q (110441.270000 sec): 3 clusters
  Score: Raw -147252.520447 + Penalty 2315.193655 = -144937.326792
  nChanged 30
		SP:Iteration 8Q (110441.450000 sec): 3 clusters
  Score: Raw -147286.075558 + Penalty 2315.193655 = -144970.881903
  nChanged 27
		SP:Iteration 9Q (110441.630000 sec): 3 clusters
  Score: Raw -147315.033491 + Penalty 2315.193655 = -144999.839836
  nChanged 23
		SP:Iteration 10Q (110441.800000 sec): 3 clusters
  Score: Raw -147339.867417 + Penalty 2315.193655 = -145024.673762
  nChanged 25
		SP:Iteration 11Q (110441.980000 sec): 3 clusters
  Score: Raw -147363.933259 + Penalty 2315.193655 = -145048.739603
  nChanged 15
		SP:Iteration 12Q (110442.160000 sec): 3 clusters
  Score: Raw -147380.271362 + Penalty 2315.193655 = -145065.077707
  nChanged 13
		SP:Iteration 13Q (110442.320000 sec): 3 clusters
  Score: Raw -147396.571244 + Penalty 2315.193655 = -145081.377588
  nChanged 12
		SP:Iteration 14Q (110442.480000 sec): 3 clusters
  Score: Raw -147410.426301 + Penalty 2315.193655 = -145095.232646
  nChanged 6
		SP:Iteration 15Q (110442.650000 sec): 3 clusters
  Score: Raw -147416.829277 + Penalty 2315.193655 = -145101.635621
  nChanged 3
		SP:Iteration 16Q (110442.810000 sec): 3 clusters
  Score: Raw -147419.682630 + Penalty 2315.193655 = -145104.488975
  nChanged 1
		SP:Iteration 17Q (110442.990000 sec): 3 clusters
  Score: Raw -147420.646629 + Penalty 2315.193655 = -145105.452974
  nChanged 2
		SP:Iteration 18Q (110443.160000 sec): 3 clusters
  Score: Raw -147422.188008 + Penalty 2315.193655 = -145106.994353
  nChanged 1
		SP:Iteration 19Q (110443.340000 sec): 3 clusters
  Score: Raw -147425.043467 + Penalty 2315.193655 = -145109.849811
  nChanged 3
		SP:Iteration 20F (110443.520000 sec): 3 clusters
  Score: Raw -147428.315782 + Penalty 2315.193655 = -145113.122127
  nChanged 3
		SP:Iteration 21Q (110443.690000 sec): 3 clusters
  Score: Raw -147430.066186 + Penalty 2315.193655 = -145114.872531
  nChanged 2
		SP:Iteration 22Q (110443.870000 sec): 3 clusters
  Score: Raw -147431.321010 + Penalty 2315.193655 = -145116.127354
  nChanged 3
		SP:Iteration 23Q (110444.040000 sec): 3 clusters
  Score: Raw -147433.410938 + Penalty 2315.193655 = -145118.217283
  nChanged 2
		SP:Iteration 24Q (110444.220000 sec): 3 clusters
  Score: Raw -147435.863319 + Penalty 2315.193655 = -145120.669664
  nChanged 1
		SP:Iteration 25Q (110444.380000 sec): 3 clusters
  Score: Raw -147436.663682 + Penalty 2315.193655 = -145121.470027
  nChanged 2
		SP:Iteration 26Q (110444.540000 sec): 3 clusters
  Score: Raw -147438.151575 + Penalty 2315.193655 = -145122.957920
  nChanged 2
		SP:Iteration 27Q (110444.710000 sec): 3 clusters
  Score: Raw -147441.709317 + Penalty 2315.193655 = -145126.515662
  nChanged 2
		SP:Iteration 28Q (110444.880000 sec): 3 clusters
  Score: Raw -147443.389617 + Penalty 2315.193655 = -145128.195962
  nChanged 1
		SP:Iteration 29Q (110445.060000 sec): 3 clusters
  Score: Raw -147443.867360 + Penalty 2315.193655 = -145128.673705
  nChanged 0
		SP:Iteration 30F (110445.240000 sec): 3 clusters
  Score: Raw -147443.867360 + Penalty 2315.193655 = -145128.673705
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 28 (533 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (110445.320000 sec): 2 clusters
  Score: Raw -65486.769550 + Penalty 1020.259731 = -64466.509819
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (110445.500000 sec): 3 clusters
  Score: Raw -65435.743534 + Penalty 2040.519463 = -63395.224071
  nChanged 133
		SP:Iteration 1F (110445.680000 sec): 3 clusters
  Score: Raw -65645.697430 + Penalty 2040.519463 = -63605.177967
  nChanged 35
		SP:Iteration 2F (110445.850000 sec): 3 clusters
  Score: Raw -65748.233258 + Penalty 2040.519463 = -63707.713795
  nChanged 27
		SP:Iteration 3F (110446.030000 sec): 3 clusters
  Score: Raw -65844.348954 + Penalty 2040.519463 = -63803.829491
  nChanged 10
		SP:Iteration 4Q (110446.200000 sec): 3 clusters
  Score: Raw -65870.374838 + Penalty 2040.519463 = -63829.855375
  nChanged 5
		SP:Iteration 5Q (110446.380000 sec): 3 clusters
  Score: Raw -65880.166588 + Penalty 2040.519463 = -63839.647125
  nChanged 5
		SP:Iteration 6Q (110446.560000 sec): 3 clusters
  Score: Raw -65889.091511 + Penalty 2040.519463 = -63848.572048
  nChanged 0
		SP:Iteration 7F (110446.730000 sec): 3 clusters
  Score: Raw -65889.091511 + Penalty 2040.519463 = -63848.572048
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 29 (245 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (110446.820000 sec): 2 clusters
  Score: Raw -26531.062873 + Penalty 893.954459 = -25637.108414
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (110447.000000 sec): 3 clusters
  Score: Raw -26610.866039 + Penalty 1787.908918 = -24822.957121
  nChanged 43
		SP:Iteration 1F (110447.170000 sec): 3 clusters
  Score: Raw -26789.777800 + Penalty 1787.908918 = -25001.868882
  nChanged 13
		SP:Iteration 2F (110447.350000 sec): 3 clusters
  Score: Raw -26849.006695 + Penalty 1787.908918 = -25061.097777
  nChanged 13
		SP:Iteration 3F (110447.520000 sec): 3 clusters
  Score: Raw -26901.675244 + Penalty 1787.908918 = -25113.766325
  nChanged 10
		SP:Iteration 4Q (110447.700000 sec): 3 clusters
  Score: Raw -26956.514529 + Penalty 1787.908918 = -25168.605611
  nChanged 3
		SP:Iteration 5Q (110447.870000 sec): 3 clusters
  Score: Raw -26963.971416 + Penalty 1787.908918 = -25176.062498
  nChanged 0
		SP:Iteration 6F (110448.050000 sec): 3 clusters
  Score: Raw -26963.971416 + Penalty 1787.908918 = -25176.062498
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 30 (3331 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (110448.150000 sec): 2 clusters
  Score: Raw -390972.433093 + Penalty 1318.042024 = -389654.391069
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (110448.320000 sec): 3 clusters
  Score: Raw -389296.113836 + Penalty 2636.084047 = -386660.029788
  nChanged 1329
		SP:Iteration 1F (110448.500000 sec): 3 clusters
  Score: Raw -390080.745519 + Penalty 2636.084047 = -387444.661472
  nChanged 248
		SP:Iteration 2F (110448.680000 sec): 3 clusters
  Score: Raw -390241.140680 + Penalty 2636.084047 = -387605.056633
  nChanged 190
		SP:Iteration 3F (110448.850000 sec): 3 clusters
  Score: Raw -390371.343286 + Penalty 2636.084047 = -387735.259238
  nChanged 151
		SP:Iteration 4Q (110449.030000 sec): 3 clusters
  Score: Raw -390468.027439 + Penalty 2636.084047 = -387831.943392
  nChanged 146
		SP:Iteration 5Q (110449.200000 sec): 3 clusters
  Score: Raw -390573.492671 + Penalty 2636.084047 = -387937.408623
  nChanged 124
		SP:Iteration 6Q (110449.380000 sec): 3 clusters
  Score: Raw -390670.039122 + Penalty 2636.084047 = -388033.955074
  nChanged 122
		SP:Iteration 7Q (110449.560000 sec): 3 clusters
  Score: Raw -390763.184122 + Penalty 2636.084047 = -388127.100074
  nChanged 117
		SP:Iteration 8Q (110449.730000 sec): 3 clusters
  Score: Raw -390854.397681 + Penalty 2636.084047 = -388218.313634
  nChanged 128
		SP:Iteration 9Q (110449.850000 sec): 3 clusters
  Score: Raw -390947.276282 + Penalty 2636.084047 = -388311.192235
  nChanged 111
		SP:Iteration 10Q (110449.910000 sec): 3 clusters
  Score: Raw -391032.689189 + Penalty 2636.084047 = -388396.605141
  nChanged 97
		SP:Iteration 11Q (110449.980000 sec): 3 clusters
  Score: Raw -391126.098029 + Penalty 2636.084047 = -388490.013981
  nChanged 117
		SP:Iteration 12Q (110450.030000 sec): 3 clusters
  Score: Raw -391269.739030 + Penalty 2636.084047 = -388633.654983
  nChanged 122
		SP:Iteration 13Q (110450.090000 sec): 3 clusters
  Score: Raw -391460.331664 + Penalty 2636.084047 = -388824.247617
  nChanged 127
		SP:Iteration 14Q (110450.160000 sec): 3 clusters
  Score: Raw -391652.658205 + Penalty 2636.084047 = -389016.574158
  nChanged 121
		SP:Iteration 15Q (110450.220000 sec): 3 clusters
  Score: Raw -391801.895820 + Penalty 2636.084047 = -389165.811773
  nChanged 104
		SP:Iteration 16Q (110450.280000 sec): 3 clusters
  Score: Raw -391901.436497 + Penalty 2636.084047 = -389265.352449
  nChanged 75
		SP:Iteration 17Q (110450.330000 sec): 3 clusters
  Score: Raw -391964.019943 + Penalty 2636.084047 = -389327.935896
  nChanged 57
		SP:Iteration 18Q (110450.390000 sec): 3 clusters
  Score: Raw -392008.013833 + Penalty 2636.084047 = -389371.929786
  nChanged 36
		SP:Iteration 19Q (110450.450000 sec): 3 clusters
  Score: Raw -392034.649018 + Penalty 2636.084047 = -389398.564970
  nChanged 29
		SP:Iteration 20F (110450.510000 sec): 3 clusters
  Score: Raw -392052.150495 + Penalty 2636.084047 = -389416.066447
  nChanged 19
		SP:Iteration 21Q (110450.570000 sec): 3 clusters
  Score: Raw -392061.723518 + Penalty 2636.084047 = -389425.639471
  nChanged 10
		SP:Iteration 22Q (110450.630000 sec): 3 clusters
  Score: Raw -392066.598997 + Penalty 2636.084047 = -389430.514949
  nChanged 4
		SP:Iteration 23Q (110450.690000 sec): 3 clusters
  Score: Raw -392068.034336 + Penalty 2636.084047 = -389431.950288
  nChanged 1
		SP:Iteration 24Q (110450.750000 sec): 3 clusters
  Score: Raw -392068.270335 + Penalty 2636.084047 = -389432.186288
  nChanged 0
		SP:Iteration 25F (110450.810000 sec): 3 clusters
  Score: Raw -392068.270335 + Penalty 2636.084047 = -389432.186288
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 31 (4228 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (110450.890000 sec): 2 clusters
  Score: Raw -570096.588285 + Penalty 1356.791206 = -568739.797079
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (110451.070000 sec): 3 clusters
  Score: Raw -567982.946632 + Penalty 2713.582413 = -565269.364219
  nChanged 1653
		SP:Iteration 1F (110451.240000 sec): 3 clusters
  Score: Raw -569005.244169 + Penalty 2713.582413 = -566291.661756
  nChanged 344
		SP:Iteration 2F (110451.420000 sec): 3 clusters
  Score: Raw -569259.290592 + Penalty 2713.582413 = -566545.708179
  nChanged 251
		SP:Iteration 3F (110451.600000 sec): 3 clusters
  Score: Raw -569444.119361 + Penalty 2713.582413 = -566730.536948
  nChanged 213
		SP:Iteration 4F (110451.670000 sec): 3 clusters
  Score: Raw -569609.312376 + Penalty 2713.582413 = -566895.729963
  nChanged 170
		SP:Iteration 5Q (110451.760000 sec): 3 clusters
  Score: Raw -569738.171639 + Penalty 2713.582413 = -567024.589226
  nChanged 147
		SP:Iteration 6Q (110451.840000 sec): 3 clusters
  Score: Raw -569828.286316 + Penalty 2713.582413 = -567114.703904
  nChanged 130
		SP:Iteration 7Q (110451.920000 sec): 3 clusters
  Score: Raw -569902.531424 + Penalty 2713.582413 = -567188.949011
  nChanged 103
		SP:Iteration 8Q (110452.000000 sec): 3 clusters
  Score: Raw -569956.230551 + Penalty 2713.582413 = -567242.648138
  nChanged 102
		SP:Iteration 9Q (110452.080000 sec): 3 clusters
  Score: Raw -570013.534017 + Penalty 2713.582413 = -567299.951605
  nChanged 100
		SP:Iteration 10Q (110452.160000 sec): 3 clusters
  Score: Raw -570083.109170 + Penalty 2713.582413 = -567369.526757
  nChanged 107
		SP:Iteration 11Q (110452.240000 sec): 3 clusters
  Score: Raw -570155.994981 + Penalty 2713.582413 = -567442.412569
  nChanged 109
		SP:Iteration 12Q (110452.330000 sec): 3 clusters
  Score: Raw -570232.940991 + Penalty 2713.582413 = -567519.358578
  nChanged 112
		SP:Iteration 13Q (110452.410000 sec): 3 clusters
  Score: Raw -570298.964692 + Penalty 2713.582413 = -567585.382279
  nChanged 98
		SP:Iteration 14Q (110452.490000 sec): 3 clusters
  Score: Raw -570361.903384 + Penalty 2713.582413 = -567648.320971
  nChanged 93
		SP:Iteration 15Q (110452.570000 sec): 3 clusters
  Score: Raw -570420.388251 + Penalty 2713.582413 = -567706.805838
  nChanged 92
		SP:Iteration 16Q (110452.650000 sec): 3 clusters
  Score: Raw -570479.279779 + Penalty 2713.582413 = -567765.697366
  nChanged 85
		SP:Iteration 17Q (110452.740000 sec): 3 clusters
  Score: Raw -570532.274636 + Penalty 2713.582413 = -567818.692223
  nChanged 83
		SP:Iteration 18Q (110452.820000 sec): 3 clusters
  Score: Raw -570588.072626 + Penalty 2713.582413 = -567874.490213
  nChanged 85
		SP:Iteration 19Q (110452.890000 sec): 3 clusters
  Score: Raw -570648.950500 + Penalty 2713.582413 = -567935.368087
  nChanged 84
		SP:Iteration 20F (110452.970000 sec): 3 clusters
  Score: Raw -570727.212039 + Penalty 2713.582413 = -568013.629626
  nChanged 84
		SP:Iteration 21Q (110453.040000 sec): 3 clusters
  Score: Raw -570808.263549 + Penalty 2713.582413 = -568094.681136
  nChanged 77
		SP:Iteration 22Q (110453.120000 sec): 3 clusters
  Score: Raw -570869.264252 + Penalty 2713.582413 = -568155.681839
  nChanged 52
		SP:Iteration 23Q (110453.200000 sec): 3 clusters
  Score: Raw -570903.876442 + Penalty 2713.582413 = -568190.294030
  nChanged 29
		SP:Iteration 24Q (110453.270000 sec): 3 clusters
  Score: Raw -570918.913294 + Penalty 2713.582413 = -568205.330881
  nChanged 16
		SP:Iteration 25Q (110453.350000 sec): 3 clusters
  Score: Raw -570925.268607 + Penalty 2713.582413 = -568211.686194
  nChanged 12
		SP:Iteration 26Q (110453.420000 sec): 3 clusters
  Score: Raw -570930.827307 + Penalty 2713.582413 = -568217.244895
  nChanged 11
		SP:Iteration 27Q (110453.500000 sec): 3 clusters
  Score: Raw -570937.593781 + Penalty 2713.582413 = -568224.011368
  nChanged 8
		SP:Iteration 28Q (110453.570000 sec): 3 clusters
  Score: Raw -570942.472397 + Penalty 2713.582413 = -568228.889984
  nChanged 9
		SP:Iteration 29Q (110453.650000 sec): 3 clusters
  Score: Raw -570947.082951 + Penalty 2713.582413 = -568233.500539
  nChanged 12
		SP:Iteration 30Q (110453.820000 sec): 3 clusters
  Score: Raw -570954.398395 + Penalty 2713.582413 = -568240.815982
  nChanged 6
		SP:Iteration 31Q (110453.970000 sec): 3 clusters
  Score: Raw -570957.461098 + Penalty 2713.582413 = -568243.878685
  nChanged 4
		SP:Iteration 32Q (110454.140000 sec): 3 clusters
  Score: Raw -570959.485175 + Penalty 2713.582413 = -568245.902762
  nChanged 2
		SP:Iteration 33Q (110454.320000 sec): 3 clusters
  Score: Raw -570960.018733 + Penalty 2713.582413 = -568246.436320
  nChanged 3
		SP:Iteration 34Q (110454.490000 sec): 3 clusters
  Score: Raw -570961.105607 + Penalty 2713.582413 = -568247.523194
  nChanged 2
		SP:Iteration 35Q (110454.650000 sec): 3 clusters
  Score: Raw -570962.162885 + Penalty 2713.582413 = -568248.580472
  nChanged 1
		SP:Iteration 36Q (110454.810000 sec): 3 clusters
  Score: Raw -570962.296195 + Penalty 2713.582413 = -568248.713782
  nChanged 0
		SP:Iteration 37F (110454.970000 sec): 3 clusters
  Score: Raw -570962.296195 + Penalty 2713.582413 = -568248.713782
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 32 (207 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (110455.050000 sec): 2 clusters
  Score: Raw -23333.627279 + Penalty 866.566804 = -22467.060475
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (110455.050000 sec): 3 clusters
  Score: Raw -23420.049327 + Penalty 1733.133608 = -21686.915719
  nChanged 19
		SP:Iteration 1F (110455.060000 sec): 3 clusters
  Score: Raw -23485.377767 + Penalty 1733.133608 = -21752.244159
  nChanged 8
		SP:Iteration 2Q (110455.060000 sec): 3 clusters
  Score: Raw -23516.070591 + Penalty 1733.133608 = -21782.936983
  nChanged 5
		SP:Iteration 3Q (110455.070000 sec): 3 clusters
  Score: Raw -23533.695823 + Penalty 1733.133608 = -21800.562215
  nChanged 2
		SP:Iteration 4Q (110455.070000 sec): 3 clusters
  Score: Raw -23541.534012 + Penalty 1733.133608 = -21808.400404
  nChanged 2
		SP:Iteration 5Q (110455.080000 sec): 3 clusters
  Score: Raw -23548.930137 + Penalty 1733.133608 = -21815.796529
  nChanged 1
		SP:Iteration 6Q (110455.080000 sec): 3 clusters
  Score: Raw -23552.263276 + Penalty 1733.133608 = -21819.129668
  nChanged 0
		SP:Iteration 7F (110455.090000 sec): 3 clusters
  Score: Raw -23552.263276 + Penalty 1733.133608 = -21819.129668
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 33 (330 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (110455.130000 sec): 2 clusters
  Score: Raw -30235.364096 + Penalty 942.352556 = -29293.011540
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (110455.140000 sec): 3 clusters
  Score: Raw -30295.554448 + Penalty 1884.705113 = -28410.849336
  nChanged 76
		SP:Iteration 1F (110455.150000 sec): 3 clusters
  Score: Raw -30538.376203 + Penalty 1884.705113 = -28653.671090
  nChanged 42
		SP:Iteration 2F (110455.150000 sec): 3 clusters
  Score: Raw -30708.372635 + Penalty 1884.705113 = -28823.667522
  nChanged 27
		SP:Iteration 3F (110455.160000 sec): 3 clusters
  Score: Raw -30945.159123 + Penalty 1884.705113 = -29060.454010
  nChanged 18
		SP:Iteration 4F (110455.170000 sec): 3 clusters
  Score: Raw -31021.574908 + Penalty 1884.705113 = -29136.869795
  nChanged 9
		SP:Iteration 5Q (110455.180000 sec): 3 clusters
  Score: Raw -31076.004558 + Penalty 1884.705113 = -29191.299445
  nChanged 4
		SP:Iteration 6Q (110455.180000 sec): 3 clusters
  Score: Raw -31102.157814 + Penalty 1884.705113 = -29217.452702
  nChanged 3
		SP:Iteration 7Q (110455.190000 sec): 3 clusters
  Score: Raw -31118.209358 + Penalty 1884.705113 = -29233.504245
  nChanged 1
		SP:Iteration 8Q (110455.200000 sec): 3 clusters
  Score: Raw -31121.838657 + Penalty 1884.705113 = -29237.133544
  nChanged 2
		SP:Iteration 9Q (110455.210000 sec): 3 clusters
  Score: Raw -31135.633241 + Penalty 1884.705113 = -29250.928128
  nChanged 2
		SP:Iteration 10Q (110455.220000 sec): 3 clusters
  Score: Raw -31144.946566 + Penalty 1884.705113 = -29260.241454
  nChanged 0
		SP:Iteration 11F (110455.220000 sec): 3 clusters
  Score: Raw -31144.946566 + Penalty 1884.705113 = -29260.241454
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 34 (15024 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (110455.380000 sec): 2 clusters
  Score: Raw -1813110.661119 + Penalty 1562.828183 = -1811547.832936
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (110455.690000 sec): 3 clusters
  Score: Raw -1804344.664487 + Penalty 3125.656365 = -1801219.008122
  nChanged 6638
		SP:Iteration 1F (110455.960000 sec): 3 clusters
  Score: Raw -1808136.210201 + Penalty 3125.656365 = -1805010.553835
  nChanged 854
		SP:Iteration 2F (110456.270000 sec): 3 clusters
  Score: Raw -1808509.345892 + Penalty 3125.656365 = -1805383.689526
  nChanged 762
		SP:Iteration 3F (110456.540000 sec): 3 clusters
  Score: Raw -1808908.554202 + Penalty 3125.656365 = -1805782.897837
  nChanged 744
		SP:Iteration 4Q (110456.820000 sec): 3 clusters
  Score: Raw -1809293.290786 + Penalty 3125.656365 = -1806167.634420
  nChanged 696
		SP:Iteration 5Q (110457.060000 sec): 3 clusters
  Score: Raw -1809691.736661 + Penalty 3125.656365 = -1806566.080296
  nChanged 679
		SP:Iteration 6Q (110457.360000 sec): 3 clusters
  Score: Raw -1810105.779332 + Penalty 3125.656365 = -1806980.122967
  nChanged 714
		SP:Iteration 7Q (110457.570000 sec): 3 clusters
  Score: Raw -1810512.042519 + Penalty 3125.656365 = -1807386.386153
  nChanged 604
		SP:Iteration 8Q (110457.860000 sec): 3 clusters
  Score: Raw -1810791.752351 + Penalty 3125.656365 = -1807666.095986
  nChanged 519
		SP:Iteration 9Q (110458.140000 sec): 3 clusters
  Score: Raw -1811043.805774 + Penalty 3125.656365 = -1807918.149408
  nChanged 480
		SP:Iteration 10Q (110458.400000 sec): 3 clusters
  Score: Raw -1811271.655506 + Penalty 3125.656365 = -1808145.999140
  nChanged 418
		SP:Iteration 11Q (110458.670000 sec): 3 clusters
  Score: Raw -1811464.814894 + Penalty 3125.656365 = -1808339.158528
  nChanged 398
		SP:Iteration 12Q (110458.990000 sec): 3 clusters
  Score: Raw -1811654.420346 + Penalty 3125.656365 = -1808528.763980
  nChanged 368
		SP:Iteration 13Q (110459.200000 sec): 3 clusters
  Score: Raw -1811852.251681 + Penalty 3125.656365 = -1808726.595316
  nChanged 332
		SP:Iteration 14Q (110459.500000 sec): 3 clusters
  Score: Raw -1812022.184936 + Penalty 3125.656365 = -1808896.528571
  nChanged 292
		SP:Iteration 15Q (110459.760000 sec): 3 clusters
  Score: Raw -1812175.009405 + Penalty 3125.656365 = -1809049.353039
  nChanged 294
		SP:Iteration 16Q (110460.040000 sec): 3 clusters
  Score: Raw -1812325.470246 + Penalty 3125.656365 = -1809199.813880
  nChanged 259
		SP:Iteration 17Q (110460.260000 sec): 3 clusters
  Score: Raw -1812458.632875 + Penalty 3125.656365 = -1809332.976510
  nChanged 221
		SP:Iteration 18Q (110460.490000 sec): 3 clusters
  Score: Raw -1812565.908357 + Penalty 3125.656365 = -1809440.251992
  nChanged 178
		SP:Iteration 19Q (110460.690000 sec): 3 clusters
  Score: Raw -1812647.992292 + Penalty 3125.656365 = -1809522.335926
  nChanged 161
		SP:Iteration 20F (110461.010000 sec): 3 clusters
  Score: Raw -1812724.069904 + Penalty 3125.656365 = -1809598.413539
  nChanged 139
		SP:Iteration 21Q (110461.280000 sec): 3 clusters
  Score: Raw -1812797.125139 + Penalty 3125.656365 = -1809671.468774
  nChanged 140
		SP:Iteration 22Q (110461.500000 sec): 3 clusters
  Score: Raw -1812874.304166 + Penalty 3125.656365 = -1809748.647801
  nChanged 127
		SP:Iteration 23Q (110461.710000 sec): 3 clusters
  Score: Raw -1812955.091273 + Penalty 3125.656365 = -1809829.434908
  nChanged 110
		SP:Iteration 24Q (110461.930000 sec): 3 clusters
  Score: Raw -1813031.009656 + Penalty 3125.656365 = -1809905.353290
  nChanged 89
		SP:Iteration 25Q (110462.180000 sec): 3 clusters
  Score: Raw -1813082.123458 + Penalty 3125.656365 = -1809956.467092
  nChanged 66
		SP:Iteration 26Q (110462.410000 sec): 3 clusters
  Score: Raw -1813124.389830 + Penalty 3125.656365 = -1809998.733465
  nChanged 62
		SP:Iteration 27Q (110462.690000 sec): 3 clusters
  Score: Raw -1813161.988283 + Penalty 3125.656365 = -1810036.331918
  nChanged 53
		SP:Iteration 28Q (110462.830000 sec): 3 clusters
  Score: Raw -1813197.054066 + Penalty 3125.656365 = -1810071.397700
  nChanged 37
		SP:Iteration 29Q (110463.130000 sec): 3 clusters
  Score: Raw -1813219.554743 + Penalty 3125.656365 = -1810093.898377
  nChanged 31
		SP:Iteration 30Q (110463.350000 sec): 3 clusters
  Score: Raw -1813240.666846 + Penalty 3125.656365 = -1810115.010480
  nChanged 24
		SP:Iteration 31Q (110463.610000 sec): 3 clusters
  Score: Raw -1813254.829368 + Penalty 3125.656365 = -1810129.173003
  nChanged 25
		SP:Iteration 32Q (110463.840000 sec): 3 clusters
  Score: Raw -1813271.751303 + Penalty 3125.656365 = -1810146.094938
  nChanged 23
		SP:Iteration 33Q (110464.100000 sec): 3 clusters
  Score: Raw -1813285.926743 + Penalty 3125.656365 = -1810160.270377
  nChanged 22
		SP:Iteration 34Q (110464.330000 sec): 3 clusters
  Score: Raw -1813297.325179 + Penalty 3125.656365 = -1810171.668813
  nChanged 10
		SP:Iteration 35Q (110464.590000 sec): 3 clusters
  Score: Raw -1813302.798799 + Penalty 3125.656365 = -1810177.142434
  nChanged 10
		SP:Iteration 36Q (110464.820000 sec): 3 clusters
  Score: Raw -1813307.348042 + Penalty 3125.656365 = -1810181.691677
  nChanged 8
		SP:Iteration 37Q (110465.080000 sec): 3 clusters
  Score: Raw -1813311.156753 + Penalty 3125.656365 = -1810185.500387
  nChanged 8
		SP:Iteration 38Q (110465.300000 sec): 3 clusters
  Score: Raw -1813314.828168 + Penalty 3125.656365 = -1810189.171803
  nChanged 5
		SP:Iteration 39Q (110465.610000 sec): 3 clusters
  Score: Raw -1813318.150125 + Penalty 3125.656365 = -1810192.493759
  nChanged 5
		SP:Iteration 40F (110465.890000 sec): 3 clusters
  Score: Raw -1813324.679335 + Penalty 3125.656365 = -1810199.022970
  nChanged 10
		SP:Iteration 41Q (110466.080000 sec): 3 clusters
  Score: Raw -1813334.799186 + Penalty 3125.656365 = -1810209.142820
  nChanged 7
		SP:Iteration 42Q (110466.310000 sec): 3 clusters
  Score: Raw -1813338.572481 + Penalty 3125.656365 = -1810212.916116
  nChanged 4
		SP:Iteration 43Q (110466.530000 sec): 3 clusters
  Score: Raw -1813340.210626 + Penalty 3125.656365 = -1810214.554261
  nChanged 2
		SP:Iteration 44Q (110466.770000 sec): 3 clusters
  Score: Raw -1813341.432997 + Penalty 3125.656365 = -1810215.776631
  nChanged 4
		SP:Iteration 45Q (110466.990000 sec): 3 clusters
  Score: Raw -1813343.096162 + Penalty 3125.656365 = -1810217.439797
  nChanged 2
		SP:Iteration 46Q (110467.220000 sec): 3 clusters
  Score: Raw -1813344.772340 + Penalty 3125.656365 = -1810219.115974
  nChanged 4
		SP:Iteration 47Q (110467.450000 sec): 3 clusters
  Score: Raw -1813347.561063 + Penalty 3125.656365 = -1810221.904698
  nChanged 3
		SP:Iteration 48Q (110467.690000 sec): 3 clusters
  Score: Raw -1813350.594873 + Penalty 3125.656365 = -1810224.938508
  nChanged 5
		SP:Iteration 49Q (110467.890000 sec): 3 clusters
  Score: Raw -1813353.411260 + Penalty 3125.656365 = -1810227.754895
  nChanged 3
		SP:Iteration 50Q (110468.150000 sec): 3 clusters
  Score: Raw -1813354.975381 + Penalty 3125.656365 = -1810229.319015
  nChanged 4
		SP:Iteration 51Q (110468.370000 sec): 3 clusters
  Score: Raw -1813358.297600 + Penalty 3125.656365 = -1810232.641235
  nChanged 3
		SP:Iteration 52Q (110468.570000 sec): 3 clusters
  Score: Raw -1813361.775743 + Penalty 3125.656365 = -1810236.119378
  nChanged 2
		SP:Iteration 53Q (110468.790000 sec): 3 clusters
  Score: Raw -1813363.582542 + Penalty 3125.656365 = -1810237.926177
  nChanged 1
		SP:Iteration 54Q (110469.050000 sec): 3 clusters
  Score: Raw -1813363.999978 + Penalty 3125.656365 = -1810238.343612
  nChanged 3
		SP:Iteration 55Q (110469.310000 sec): 3 clusters
  Score: Raw -1813365.483249 + Penalty 3125.656365 = -1810239.826883
  nChanged 3
		SP:Iteration 56Q (110469.540000 sec): 3 clusters
  Score: Raw -1813368.063773 + Penalty 3125.656365 = -1810242.407407
  nChanged 1
		SP:Iteration 57Q (110469.720000 sec): 3 clusters
  Score: Raw -1813368.238739 + Penalty 3125.656365 = -1810242.582373
  nChanged 0
		SP:Iteration 58F (110469.930000 sec): 3 clusters
  Score: Raw -1813368.238739 + Penalty 3125.656365 = -1810242.582373
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 35 (2063 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (110470.050000 sec): 2 clusters
  Score: Raw -254292.410149 + Penalty 1240.186433 = -253052.223716
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (110470.260000 sec): 3 clusters
  Score: Raw -253429.598159 + Penalty 2480.372867 = -250949.225292
  nChanged 699
		SP:Iteration 1F (110470.430000 sec): 3 clusters
  Score: Raw -253832.892609 + Penalty 2480.372867 = -251352.519742
  nChanged 160
		SP:Iteration 2F (110470.610000 sec): 3 clusters
  Score: Raw -253945.262313 + Penalty 2480.372867 = -251464.889447
  nChanged 99
		SP:Iteration 3Q (110470.790000 sec): 3 clusters
  Score: Raw -254021.120287 + Penalty 2480.372867 = -251540.747420
  nChanged 89
		SP:Iteration 4Q (110470.960000 sec): 3 clusters
  Score: Raw -254083.811380 + Penalty 2480.372867 = -251603.438513
  nChanged 57
		SP:Iteration 5Q (110471.140000 sec): 3 clusters
  Score: Raw -254123.164263 + Penalty 2480.372867 = -251642.791397
  nChanged 48
		SP:Iteration 6Q (110471.310000 sec): 3 clusters
  Score: Raw -254156.655094 + Penalty 2480.372867 = -251676.282227
  nChanged 51
		SP:Iteration 7Q (110471.490000 sec): 3 clusters
  Score: Raw -254192.719503 + Penalty 2480.372867 = -251712.346636
  nChanged 42
		SP:Iteration 8Q (110471.670000 sec): 3 clusters
  Score: Raw -254216.375688 + Penalty 2480.372867 = -251736.002821
  nChanged 35
		SP:Iteration 9Q (110471.840000 sec): 3 clusters
  Score: Raw -254235.549992 + Penalty 2480.372867 = -251755.177125
  nChanged 24
		SP:Iteration 10Q (110472.020000 sec): 3 clusters
  Score: Raw -254246.516310 + Penalty 2480.372867 = -251766.143443
  nChanged 15
		SP:Iteration 11Q (110472.190000 sec): 3 clusters
  Score: Raw -254254.073156 + Penalty 2480.372867 = -251773.700290
  nChanged 19
		SP:Iteration 12Q (110472.370000 sec): 3 clusters
  Score: Raw -254263.467974 + Penalty 2480.372867 = -251783.095108
  nChanged 20
		SP:Iteration 13Q (110472.550000 sec): 3 clusters
  Score: Raw -254273.395536 + Penalty 2480.372867 = -251793.022670
  nChanged 20
		SP:Iteration 14Q (110472.720000 sec): 3 clusters
  Score: Raw -254284.166658 + Penalty 2480.372867 = -251803.793791
  nChanged 16
		SP:Iteration 15Q (110472.890000 sec): 3 clusters
  Score: Raw -254293.146077 + Penalty 2480.372867 = -251812.773210
  nChanged 13
		SP:Iteration 16Q (110473.070000 sec): 3 clusters
  Score: Raw -254303.134059 + Penalty 2480.372867 = -251822.761192
  nChanged 21
		SP:Iteration 17Q (110473.250000 sec): 3 clusters
  Score: Raw -254315.767671 + Penalty 2480.372867 = -251835.394805
  nChanged 19
		SP:Iteration 18Q (110473.420000 sec): 3 clusters
  Score: Raw -254326.466214 + Penalty 2480.372867 = -251846.093347
  nChanged 13
		SP:Iteration 19Q (110473.600000 sec): 3 clusters
  Score: Raw -254333.748989 + Penalty 2480.372867 = -251853.376122
  nChanged 11
		SP:Iteration 20F (110473.770000 sec): 3 clusters
  Score: Raw -254339.010900 + Penalty 2480.372867 = -251858.638033
  nChanged 9
		SP:Iteration 21Q (110473.950000 sec): 3 clusters
  Score: Raw -254342.666514 + Penalty 2480.372867 = -251862.293647
  nChanged 1
		SP:Iteration 22Q (110474.130000 sec): 3 clusters
  Score: Raw -254343.018344 + Penalty 2480.372867 = -251862.645477
  nChanged 2
		SP:Iteration 23Q (110474.300000 sec): 3 clusters
  Score: Raw -254344.218538 + Penalty 2480.372867 = -251863.845671
  nChanged 2
		SP:Iteration 24Q (110474.480000 sec): 3 clusters
  Score: Raw -254347.176722 + Penalty 2480.372867 = -251866.803855
  nChanged 5
		SP:Iteration 25Q (110474.650000 sec): 3 clusters
  Score: Raw -254350.005853 + Penalty 2480.372867 = -251869.632987
  nChanged 2
		SP:Iteration 26Q (110474.830000 sec): 3 clusters
  Score: Raw -254351.202976 + Penalty 2480.372867 = -251870.830109
  nChanged 3
		SP:Iteration 27Q (110475.010000 sec): 3 clusters
  Score: Raw -254353.165015 + Penalty 2480.372867 = -251872.792148
  nChanged 1
		SP:Iteration 28Q (110475.180000 sec): 3 clusters
  Score: Raw -254353.548692 + Penalty 2480.372867 = -251873.175826
  nChanged 1
		SP:Iteration 29Q (110475.360000 sec): 3 clusters
  Score: Raw -254353.861050 + Penalty 2480.372867 = -251873.488183
  nChanged 0
		SP:Iteration 30F (110475.540000 sec): 3 clusters
  Score: Raw -254353.861050 + Penalty 2480.372867 = -251873.488183
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 36 (312 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (110475.620000 sec): 2 clusters
  Score: Raw -22285.740196 + Penalty 933.238018 = -21352.502178
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (110475.800000 sec): 3 clusters
  Score: Raw -22356.046214 + Penalty 1866.476036 = -20489.570178
  nChanged 77
		SP:Iteration 1F (110475.970000 sec): 3 clusters
  Score: Raw -22520.763394 + Penalty 1866.476036 = -20654.287358
  nChanged 24
		SP:Iteration 2F (110476.150000 sec): 3 clusters
  Score: Raw -22579.017510 + Penalty 1866.476036 = -20712.541474
  nChanged 16
		SP:Iteration 3F (110476.320000 sec): 3 clusters
  Score: Raw -22621.157379 + Penalty 1866.476036 = -20754.681343
  nChanged 9
		SP:Iteration 4Q (110476.500000 sec): 3 clusters
  Score: Raw -22656.122352 + Penalty 1866.476036 = -20789.646316
  nChanged 8
		SP:Iteration 5Q (110476.680000 sec): 3 clusters
  Score: Raw -22681.876190 + Penalty 1866.476036 = -20815.400154
  nChanged 6
		SP:Iteration 6Q (110476.730000 sec): 3 clusters
  Score: Raw -22704.835138 + Penalty 1866.476036 = -20838.359101
  nChanged 4
		SP:Iteration 7Q (110476.740000 sec): 3 clusters
  Score: Raw -22715.966960 + Penalty 1866.476036 = -20849.490924
  nChanged 4
		SP:Iteration 8Q (110476.740000 sec): 3 clusters
  Score: Raw -22731.883568 + Penalty 1866.476036 = -20865.407532
  nChanged 2
		SP:Iteration 9Q (110476.750000 sec): 3 clusters
  Score: Raw -22734.607892 + Penalty 1866.476036 = -20868.131856
  nChanged 0
		SP:Iteration 10F (110476.760000 sec): 3 clusters
  Score: Raw -22734.607892 + Penalty 1866.476036 = -20868.131856
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 37 (400 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (110476.800000 sec): 2 clusters
  Score: Raw -36665.019793 + Penalty 973.612989 = -35691.406804
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (110476.810000 sec): 3 clusters
  Score: Raw -36721.227757 + Penalty 1947.225978 = -34774.001779
  nChanged 103
		SP:Iteration 1F (110476.820000 sec): 3 clusters
  Score: Raw -36974.765018 + Penalty 1947.225978 = -35027.539040
  nChanged 29
		SP:Iteration 2F (110476.830000 sec): 3 clusters
  Score: Raw -37087.192911 + Penalty 1947.225978 = -35139.966934
  nChanged 13
		SP:Iteration 3Q (110476.840000 sec): 3 clusters
  Score: Raw -37138.522249 + Penalty 1947.225978 = -35191.296271
  nChanged 14
		SP:Iteration 4Q (110476.850000 sec): 3 clusters
  Score: Raw -37179.772155 + Penalty 1947.225978 = -35232.546178
  nChanged 9
		SP:Iteration 5Q (110476.860000 sec): 3 clusters
  Score: Raw -37212.242004 + Penalty 1947.225978 = -35265.016026
  nChanged 9
		SP:Iteration 6Q (110476.870000 sec): 3 clusters
  Score: Raw -37243.160339 + Penalty 1947.225978 = -35295.934361
  nChanged 7
		SP:Iteration 7Q (110476.880000 sec): 3 clusters
  Score: Raw -37274.430037 + Penalty 1947.225978 = -35327.204059
  nChanged 10
		SP:Iteration 8Q (110476.880000 sec): 3 clusters
  Score: Raw -37311.767280 + Penalty 1947.225978 = -35364.541302
  nChanged 3
		SP:Iteration 9Q (110476.890000 sec): 3 clusters
  Score: Raw -37325.630798 + Penalty 1947.225978 = -35378.404820
  nChanged 1
		SP:Iteration 10Q (110476.900000 sec): 3 clusters
  Score: Raw -37329.938924 + Penalty 1947.225978 = -35382.712946
  nChanged 1
		SP:Iteration 11Q (110476.910000 sec): 3 clusters
  Score: Raw -37332.252264 + Penalty 1947.225978 = -35385.026287
  nChanged 1
		SP:Iteration 12Q (110476.920000 sec): 3 clusters
  Score: Raw -37334.572896 + Penalty 1947.225978 = -35387.346918
  nChanged 1
		SP:Iteration 13Q (110476.920000 sec): 3 clusters
  Score: Raw -37336.958214 + Penalty 1947.225978 = -35389.732236
  nChanged 0
		SP:Iteration 14F (110476.930000 sec): 3 clusters
  Score: Raw -37341.045810 + Penalty 1947.225978 = -35393.819832
  nChanged 1
		SP:Iteration 15Q (110476.940000 sec): 3 clusters
  Score: Raw -37355.205286 + Penalty 1947.225978 = -35407.979308
  nChanged 1
		SP:Iteration 16Q (110476.950000 sec): 3 clusters
  Score: Raw -37355.986841 + Penalty 1947.225978 = -35408.760863
  nChanged 0
		SP:Iteration 17F (110476.960000 sec): 3 clusters
  Score: Raw -37355.986841 + Penalty 1947.225978 = -35408.760863
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 38 (6059 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (110477.040000 sec): 2 clusters
  Score: Raw -734555.969389 + Penalty 1415.261258 = -733140.708131
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (110477.260000 sec): 3 clusters
  Score: Raw -731324.640799 + Penalty 2830.522516 = -728494.118284
  nChanged 2464
		SP:Iteration 1F (110477.430000 sec): 3 clusters
  Score: Raw -732640.998170 + Penalty 2830.522516 = -729810.475654
  nChanged 401
		SP:Iteration 2F (110477.600000 sec): 3 clusters
  Score: Raw -732834.076445 + Penalty 2830.522516 = -730003.553929
  nChanged 323
		SP:Iteration 3F (110477.810000 sec): 3 clusters
  Score: Raw -733001.106264 + Penalty 2830.522516 = -730170.583748
  nChanged 284
		SP:Iteration 4Q (110477.970000 sec): 3 clusters
  Score: Raw -733156.069210 + Penalty 2830.522516 = -730325.546694
  nChanged 273
		SP:Iteration 5Q (110478.140000 sec): 3 clusters
  Score: Raw -733307.157078 + Penalty 2830.522516 = -730476.634562
  nChanged 288
		SP:Iteration 6Q (110478.330000 sec): 3 clusters
  Score: Raw -733480.499990 + Penalty 2830.522516 = -730649.977474
  nChanged 267
		SP:Iteration 7Q (110478.520000 sec): 3 clusters
  Score: Raw -733637.972590 + Penalty 2830.522516 = -730807.450074
  nChanged 257
		SP:Iteration 8Q (110478.680000 sec): 3 clusters
  Score: Raw -733796.048503 + Penalty 2830.522516 = -730965.525988
  nChanged 229
		SP:Iteration 9Q (110478.850000 sec): 3 clusters
  Score: Raw -733957.942513 + Penalty 2830.522516 = -731127.419997
  nChanged 225
		SP:Iteration 10Q (110479.010000 sec): 3 clusters
  Score: Raw -734112.108014 + Penalty 2830.522516 = -731281.585498
  nChanged 198
		SP:Iteration 11Q (110479.180000 sec): 3 clusters
  Score: Raw -734237.179656 + Penalty 2830.522516 = -731406.657140
  nChanged 167
		SP:Iteration 12Q (110479.340000 sec): 3 clusters
  Score: Raw -734343.984917 + Penalty 2830.522516 = -731513.462401
  nChanged 134
		SP:Iteration 13Q (110479.510000 sec): 3 clusters
  Score: Raw -734428.261955 + Penalty 2830.522516 = -731597.739439
  nChanged 93
		SP:Iteration 14Q (110479.680000 sec): 3 clusters
  Score: Raw -734490.938545 + Penalty 2830.522516 = -731660.416029
  nChanged 75
		SP:Iteration 15Q (110479.840000 sec): 3 clusters
  Score: Raw -734548.156035 + Penalty 2830.522516 = -731717.633519
  nChanged 64
		SP:Iteration 16Q (110480.010000 sec): 3 clusters
  Score: Raw -734589.463101 + Penalty 2830.522516 = -731758.940585
  nChanged 40
		SP:Iteration 17Q (110480.180000 sec): 3 clusters
  Score: Raw -734615.217784 + Penalty 2830.522516 = -731784.695268
  nChanged 41
		SP:Iteration 18Q (110480.340000 sec): 3 clusters
  Score: Raw -734644.085069 + Penalty 2830.522516 = -731813.562553
  nChanged 28
		SP:Iteration 19Q (110480.490000 sec): 3 clusters
  Score: Raw -734661.861171 + Penalty 2830.522516 = -731831.338655
  nChanged 17
		SP:Iteration 20F (110480.590000 sec): 3 clusters
  Score: Raw -734676.883212 + Penalty 2830.522516 = -731846.360696
  nChanged 19
		SP:Iteration 21Q (110480.680000 sec): 3 clusters
  Score: Raw -734694.271487 + Penalty 2830.522516 = -731863.748971
  nChanged 17
		SP:Iteration 22Q (110480.780000 sec): 3 clusters
  Score: Raw -734710.306669 + Penalty 2830.522516 = -731879.784153
  nChanged 13
		SP:Iteration 23Q (110480.880000 sec): 3 clusters
  Score: Raw -734720.918034 + Penalty 2830.522516 = -731890.395518
  nChanged 8
		SP:Iteration 24Q (110480.980000 sec): 3 clusters
  Score: Raw -734724.635780 + Penalty 2830.522516 = -731894.113264
  nChanged 7
		SP:Iteration 25Q (110481.080000 sec): 3 clusters
  Score: Raw -734728.606486 + Penalty 2830.522516 = -731898.083970
  nChanged 7
		SP:Iteration 26Q (110481.240000 sec): 3 clusters
  Score: Raw -734732.827726 + Penalty 2830.522516 = -731902.305210
  nChanged 3
		SP:Iteration 27Q (110481.430000 sec): 3 clusters
  Score: Raw -734734.310740 + Penalty 2830.522516 = -731903.788224
  nChanged 2
		SP:Iteration 28Q (110481.590000 sec): 3 clusters
  Score: Raw -734736.262433 + Penalty 2830.522516 = -731905.739917
  nChanged 4
		SP:Iteration 29Q (110481.760000 sec): 3 clusters
  Score: Raw -734739.215034 + Penalty 2830.522516 = -731908.692518
  nChanged 5
		SP:Iteration 30Q (110481.930000 sec): 3 clusters
  Score: Raw -734741.900593 + Penalty 2830.522516 = -731911.378077
  nChanged 5
		SP:Iteration 31Q (110482.090000 sec): 3 clusters
  Score: Raw -734744.736056 + Penalty 2830.522516 = -731914.213541
  nChanged 4
		SP:Iteration 32Q (110482.260000 sec): 3 clusters
  Score: Raw -734747.259365 + Penalty 2830.522516 = -731916.736849
  nChanged 1
		SP:Iteration 33Q (110482.420000 sec): 3 clusters
  Score: Raw -734748.542616 + Penalty 2830.522516 = -731918.020100
  nChanged 0
		SP:Iteration 34F (110482.590000 sec): 3 clusters
  Score: Raw -734748.542616 + Penalty 2830.522516 = -731918.020100
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 39 (1191 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (110482.650000 sec): 2 clusters
  Score: Raw -142345.177144 + Penalty 1150.914143 = -141194.263002
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (110482.830000 sec): 3 clusters
  Score: Raw -141936.944103 + Penalty 2301.828285 = -139635.115818
  nChanged 374
		SP:Iteration 1F (110483.000000 sec): 3 clusters
  Score: Raw -142259.877250 + Penalty 2301.828285 = -139958.048965
  nChanged 104
		SP:Iteration 2F (110483.180000 sec): 3 clusters
  Score: Raw -142380.157816 + Penalty 2301.828285 = -140078.329531
  nChanged 58
		SP:Iteration 3Q (110483.360000 sec): 3 clusters
  Score: Raw -142451.548873 + Penalty 2301.828285 = -140149.720588
  nChanged 39
		SP:Iteration 4Q (110483.530000 sec): 3 clusters
  Score: Raw -142495.700563 + Penalty 2301.828285 = -140193.872278
  nChanged 40
		SP:Iteration 5Q (110483.710000 sec): 3 clusters
  Score: Raw -142545.661230 + Penalty 2301.828285 = -140243.832945
  nChanged 35
		SP:Iteration 6Q (110483.880000 sec): 3 clusters
  Score: Raw -142584.850856 + Penalty 2301.828285 = -140283.022571
  nChanged 27
		SP:Iteration 7Q (110484.060000 sec): 3 clusters
  Score: Raw -142611.237513 + Penalty 2301.828285 = -140309.409228
  nChanged 19
		SP:Iteration 8Q (110484.240000 sec): 3 clusters
  Score: Raw -142633.307844 + Penalty 2301.828285 = -140331.479559
  nChanged 10
		SP:Iteration 9Q (110484.410000 sec): 3 clusters
  Score: Raw -142640.668105 + Penalty 2301.828285 = -140338.839820
  nChanged 8
		SP:Iteration 10Q (110484.590000 sec): 3 clusters
  Score: Raw -142646.283491 + Penalty 2301.828285 = -140344.455206
  nChanged 4
		SP:Iteration 11Q (110484.760000 sec): 3 clusters
  Score: Raw -142649.870711 + Penalty 2301.828285 = -140348.042426
  nChanged 5
		SP:Iteration 12Q (110484.940000 sec): 3 clusters
  Score: Raw -142653.205932 + Penalty 2301.828285 = -140351.377647
  nChanged 4
		SP:Iteration 13Q (110485.110000 sec): 3 clusters
  Score: Raw -142658.833259 + Penalty 2301.828285 = -140357.004974
  nChanged 6
		SP:Iteration 14Q (110485.290000 sec): 3 clusters
  Score: Raw -142662.952528 + Penalty 2301.828285 = -140361.124243
  nChanged 3
		SP:Iteration 15Q (110485.460000 sec): 3 clusters
  Score: Raw -142665.717778 + Penalty 2301.828285 = -140363.889493
  nChanged 1
		SP:Iteration 16Q (110485.640000 sec): 3 clusters
  Score: Raw -142666.340420 + Penalty 2301.828285 = -140364.512135
  nChanged 4
		SP:Iteration 17Q (110485.820000 sec): 3 clusters
  Score: Raw -142669.376410 + Penalty 2301.828285 = -140367.548125
  nChanged 2
		SP:Iteration 18Q (110485.980000 sec): 3 clusters
  Score: Raw -142671.648636 + Penalty 2301.828285 = -140369.820351
  nChanged 2
		SP:Iteration 19Q (110486.080000 sec): 3 clusters
  Score: Raw -142672.960859 + Penalty 2301.828285 = -140371.132574
  nChanged 0
		SP:Iteration 20F (110486.100000 sec): 3 clusters
  Score: Raw -142672.960859 + Penalty 2301.828285 = -140371.132574
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 40 (3132 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (110486.180000 sec): 2 clusters
  Score: Raw -367581.028467 + Penalty 1308.031897 = -366272.996570
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (110486.240000 sec): 3 clusters
  Score: Raw -366063.426510 + Penalty 2616.063794 = -363447.362716
  nChanged 1187
		SP:Iteration 1F (110486.300000 sec): 3 clusters
  Score: Raw -366729.466298 + Penalty 2616.063794 = -364113.402505
  nChanged 258
		SP:Iteration 2F (110486.360000 sec): 3 clusters
  Score: Raw -366897.790633 + Penalty 2616.063794 = -364281.726840
  nChanged 166
		SP:Iteration 3F (110486.420000 sec): 3 clusters
  Score: Raw -367012.633877 + Penalty 2616.063794 = -364396.570084
  nChanged 149
		SP:Iteration 4Q (110486.480000 sec): 3 clusters
  Score: Raw -367111.298235 + Penalty 2616.063794 = -364495.234442
  nChanged 130
		SP:Iteration 5Q (110486.540000 sec): 3 clusters
  Score: Raw -367221.425176 + Penalty 2616.063794 = -364605.361383
  nChanged 145
		SP:Iteration 6Q (110486.600000 sec): 3 clusters
  Score: Raw -367363.686013 + Penalty 2616.063794 = -364747.622219
  nChanged 159
		SP:Iteration 7F (110486.650000 sec): 3 clusters
  Score: Raw -367571.722359 + Penalty 2616.063794 = -364955.658565
  nChanged 159
		SP:Iteration 8F (110486.710000 sec): 3 clusters
  Score: Raw -367785.837844 + Penalty 2616.063794 = -365169.774050
  nChanged 157
		SP:Iteration 9F (110486.770000 sec): 3 clusters
  Score: Raw -367956.004616 + Penalty 2616.063794 = -365339.940822
  nChanged 133
		SP:Iteration 10Q (110486.820000 sec): 3 clusters
  Score: Raw -368050.508139 + Penalty 2616.063794 = -365434.444345
  nChanged 90
		SP:Iteration 11Q (110486.880000 sec): 3 clusters
  Score: Raw -368103.168951 + Penalty 2616.063794 = -365487.105158
  nChanged 70
		SP:Iteration 12Q (110486.940000 sec): 3 clusters
  Score: Raw -368143.058093 + Penalty 2616.063794 = -365526.994300
  nChanged 47
		SP:Iteration 13Q (110487.000000 sec): 3 clusters
  Score: Raw -368167.878538 + Penalty 2616.063794 = -365551.814744
  nChanged 39
		SP:Iteration 14Q (110487.060000 sec): 3 clusters
  Score: Raw -368184.825672 + Penalty 2616.063794 = -365568.761879
  nChanged 31
		SP:Iteration 15Q (110487.120000 sec): 3 clusters
  Score: Raw -368196.235541 + Penalty 2616.063794 = -365580.171748
  nChanged 24
		SP:Iteration 16Q (110487.180000 sec): 3 clusters
  Score: Raw -368206.235006 + Penalty 2616.063794 = -365590.171212
  nChanged 27
		SP:Iteration 17Q (110487.230000 sec): 3 clusters
  Score: Raw -368216.139060 + Penalty 2616.063794 = -365600.075267
  nChanged 15
		SP:Iteration 18Q (110487.290000 sec): 3 clusters
  Score: Raw -368220.980427 + Penalty 2616.063794 = -365604.916634
  nChanged 10
		SP:Iteration 19Q (110487.350000 sec): 3 clusters
  Score: Raw -368224.307682 + Penalty 2616.063794 = -365608.243888
  nChanged 12
		SP:Iteration 20F (110487.410000 sec): 3 clusters
  Score: Raw -368229.791013 + Penalty 2616.063794 = -365613.727219
  nChanged 13
		SP:Iteration 21Q (110487.460000 sec): 3 clusters
  Score: Raw -368235.978459 + Penalty 2616.063794 = -365619.914665
  nChanged 11
		SP:Iteration 22Q (110487.520000 sec): 3 clusters
  Score: Raw -368241.279680 + Penalty 2616.063794 = -365625.215886
  nChanged 10
		SP:Iteration 23Q (110487.580000 sec): 3 clusters
  Score: Raw -368244.837260 + Penalty 2616.063794 = -365628.773466
  nChanged 7
		SP:Iteration 24Q (110487.640000 sec): 3 clusters
  Score: Raw -368247.166943 + Penalty 2616.063794 = -365631.103149
  nChanged 8
		SP:Iteration 25Q (110487.700000 sec): 3 clusters
  Score: Raw -368249.922948 + Penalty 2616.063794 = -365633.859154
  nChanged 7
		SP:Iteration 26Q (110487.760000 sec): 3 clusters
  Score: Raw -368252.924012 + Penalty 2616.063794 = -365636.860219
  nChanged 5
		SP:Iteration 27Q (110487.810000 sec): 3 clusters
  Score: Raw -368254.880420 + Penalty 2616.063794 = -365638.816627
  nChanged 3
		SP:Iteration 28Q (110487.870000 sec): 3 clusters
  Score: Raw -368255.976542 + Penalty 2616.063794 = -365639.912749
  nChanged 7
		SP:Iteration 29Q (110487.930000 sec): 3 clusters
  Score: Raw -368258.733920 + Penalty 2616.063794 = -365642.670126
  nChanged 5
		SP:Iteration 30Q (110488.000000 sec): 3 clusters
  Score: Raw -368260.139976 + Penalty 2616.063794 = -365644.076182
  nChanged 6
		SP:Iteration 31Q (110488.050000 sec): 3 clusters
  Score: Raw -368261.921355 + Penalty 2616.063794 = -365645.857561
  nChanged 6
		SP:Iteration 32Q (110488.110000 sec): 3 clusters
  Score: Raw -368263.999046 + Penalty 2616.063794 = -365647.935253
  nChanged 4
		SP:Iteration 33Q (110488.170000 sec): 3 clusters
  Score: Raw -368265.963816 + Penalty 2616.063794 = -365649.900023
  nChanged 8
		SP:Iteration 34Q (110488.230000 sec): 3 clusters
  Score: Raw -368268.663884 + Penalty 2616.063794 = -365652.600090
  nChanged 4
		SP:Iteration 35Q (110488.280000 sec): 3 clusters
  Score: Raw -368270.098986 + Penalty 2616.063794 = -365654.035192
  nChanged 4
		SP:Iteration 36Q (110488.340000 sec): 3 clusters
  Score: Raw -368271.760395 + Penalty 2616.063794 = -365655.696601
  nChanged 1
		SP:Iteration 37Q (110488.400000 sec): 3 clusters
  Score: Raw -368272.031451 + Penalty 2616.063794 = -365655.967657
  nChanged 4
		SP:Iteration 38Q (110488.460000 sec): 3 clusters
  Score: Raw -368272.730720 + Penalty 2616.063794 = -365656.666927
  nChanged 3
		SP:Iteration 39Q (110488.520000 sec): 3 clusters
  Score: Raw -368273.582653 + Penalty 2616.063794 = -365657.518860
  nChanged 2
		SP:Iteration 40F (110488.580000 sec): 3 clusters
  Score: Raw -368274.018308 + Penalty 2616.063794 = -365657.954514
  nChanged 1
		SP:Iteration 41Q (110488.640000 sec): 3 clusters
  Score: Raw -368274.283854 + Penalty 2616.063794 = -365658.220060
  nChanged 2
		SP:Iteration 42Q (110488.690000 sec): 3 clusters
  Score: Raw -368274.738026 + Penalty 2616.063794 = -365658.674233
  nChanged 3
		SP:Iteration 43Q (110488.750000 sec): 3 clusters
  Score: Raw -368275.958452 + Penalty 2616.063794 = -365659.894658
  nChanged 3
		SP:Iteration 44Q (110488.810000 sec): 3 clusters
  Score: Raw -368276.957430 + Penalty 2616.063794 = -365660.893636
  nChanged 4
		SP:Iteration 45Q (110488.870000 sec): 3 clusters
  Score: Raw -368277.948126 + Penalty 2616.063794 = -365661.884332
  nChanged 3
		SP:Iteration 46Q (110488.920000 sec): 3 clusters
  Score: Raw -368278.903799 + Penalty 2616.063794 = -365662.840005
  nChanged 3
		SP:Iteration 47Q (110488.980000 sec): 3 clusters
  Score: Raw -368279.700508 + Penalty 2616.063794 = -365663.636714
  nChanged 4
		SP:Iteration 48Q (110489.040000 sec): 3 clusters
  Score: Raw -368281.524433 + Penalty 2616.063794 = -365665.460640
  nChanged 1
		SP:Iteration 49Q (110489.100000 sec): 3 clusters
  Score: Raw -368282.036200 + Penalty 2616.063794 = -365665.972406
  nChanged 0
		SP:Iteration 50F (110489.160000 sec): 3 clusters
  Score: Raw -368282.036200 + Penalty 2616.063794 = -365665.972406
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 41 (171 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (110489.200000 sec): 2 clusters
  Score: Raw -8647.075682 + Penalty 835.520328 = -7811.555354
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (110489.210000 sec): 3 clusters
  Score: Raw -8828.239953 + Penalty 1671.040656 = -7157.199297
  nChanged 23
		SP:Iteration 1F (110489.220000 sec): 3 clusters
  Score: Raw -8970.226061 + Penalty 1671.040656 = -7299.185405
  nChanged 9
		SP:Iteration 2F (110489.230000 sec): 3 clusters
  Score: Raw -9043.669008 + Penalty 1671.040656 = -7372.628353
  nChanged 5
		SP:Iteration 3Q (110489.240000 sec): 3 clusters
  Score: Raw -9077.592451 + Penalty 1671.040656 = -7406.551795
  nChanged 3
		SP:Iteration 4Q (110489.240000 sec): 3 clusters
  Score: Raw -9088.555443 + Penalty 1671.040656 = -7417.514787
  nChanged 1
		SP:Iteration 5Q (110489.250000 sec): 3 clusters
  Score: Raw -9094.526993 + Penalty 1671.040656 = -7423.486337
  nChanged 2
		SP:Iteration 6Q (110489.260000 sec): 3 clusters
  Score: Raw -9105.818154 + Penalty 1671.040656 = -7434.777498
  nChanged 3
		SP:Iteration 7Q (110489.260000 sec): 3 clusters
  Score: Raw -9131.689406 + Penalty 1671.040656 = -7460.648750
  nChanged 2
		SP:Iteration 8Q (110489.270000 sec): 3 clusters
  Score: Raw -9152.516264 + Penalty 1671.040656 = -7481.475609
  nChanged 1
		SP:Iteration 9Q (110489.280000 sec): 3 clusters
  Score: Raw -9157.683528 + Penalty 1671.040656 = -7486.642873
  nChanged 0
		SP:Iteration 10F (110489.290000 sec): 3 clusters
  Score: Raw -9157.683528 + Penalty 1671.040656 = -7486.642873
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 42 (395 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (110489.330000 sec): 2 clusters
  Score: Raw -46355.419530 + Penalty 971.568937 = -45383.850593
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (110489.340000 sec): 3 clusters
  Score: Raw -46479.785321 + Penalty 1943.137874 = -44536.647448
  nChanged 95
		SP:Iteration 1F (110489.360000 sec): 3 clusters
  Score: Raw -46843.280207 + Penalty 1943.137874 = -44900.142333
  nChanged 37
		SP:Iteration 2F (110489.360000 sec): 3 clusters
  Score: Raw -47131.718406 + Penalty 1943.137874 = -45188.580532
  nChanged 27
		SP:Iteration 3F (110489.380000 sec): 3 clusters
  Score: Raw -47228.472881 + Penalty 1943.137874 = -45285.335008
  nChanged 12
		SP:Iteration 4Q (110489.390000 sec): 3 clusters
  Score: Raw -47275.590956 + Penalty 1943.137874 = -45332.453083
  nChanged 4
		SP:Iteration 5Q (110489.400000 sec): 3 clusters
  Score: Raw -47284.010132 + Penalty 1943.137874 = -45340.872259
  nChanged 1
		SP:Iteration 6Q (110489.400000 sec): 3 clusters
  Score: Raw -47286.502668 + Penalty 1943.137874 = -45343.364794
  nChanged 1
		SP:Iteration 7Q (110489.590000 sec): 3 clusters
  Score: Raw -47287.944029 + Penalty 1943.137874 = -45344.806155
  nChanged 0
		SP:Iteration 8F (110489.760000 sec): 3 clusters
  Score: Raw -47287.944029 + Penalty 1943.137874 = -45344.806155
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 43 (1342 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (110489.840000 sec): 2 clusters
  Score: Raw -150886.677376 + Penalty 1170.311402 = -149716.365974
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (110490.020000 sec): 3 clusters
  Score: Raw -150388.590158 + Penalty 2340.622803 = -148047.967355
  nChanged 435
		SP:Iteration 1F (110490.200000 sec): 3 clusters
  Score: Raw -150690.533179 + Penalty 2340.622803 = -148349.910376
  nChanged 100
		SP:Iteration 2F (110490.370000 sec): 3 clusters
  Score: Raw -150794.033595 + Penalty 2340.622803 = -148453.410792
  nChanged 70
		SP:Iteration 3F (110490.550000 sec): 3 clusters
  Score: Raw -150913.540661 + Penalty 2340.622803 = -148572.917858
  nChanged 92
		SP:Iteration 4F (110490.720000 sec): 3 clusters
  Score: Raw -151102.570205 + Penalty 2340.622803 = -148761.947402
  nChanged 114
		SP:Iteration 5F (110490.900000 sec): 3 clusters
  Score: Raw -151321.118563 + Penalty 2340.622803 = -148980.495760
  nChanged 88
		SP:Iteration 6F (110491.070000 sec): 3 clusters
  Score: Raw -151461.995886 + Penalty 2340.622803 = -149121.373083
  nChanged 71
		SP:Iteration 7F (110491.250000 sec): 3 clusters
  Score: Raw -151537.705461 + Penalty 2340.622803 = -149197.082658
  nChanged 42
		SP:Iteration 8Q (110491.420000 sec): 3 clusters
  Score: Raw -151574.468865 + Penalty 2340.622803 = -149233.846062
  nChanged 32
		SP:Iteration 9Q (110491.600000 sec): 3 clusters
  Score: Raw -151604.063888 + Penalty 2340.622803 = -149263.441085
  nChanged 18
		SP:Iteration 10Q (110491.780000 sec): 3 clusters
  Score: Raw -151620.831349 + Penalty 2340.622803 = -149280.208546
  nChanged 15
		SP:Iteration 11Q (110491.830000 sec): 3 clusters
  Score: Raw -151633.896835 + Penalty 2340.622803 = -149293.274031
  nChanged 10
		SP:Iteration 12Q (110491.860000 sec): 3 clusters
  Score: Raw -151641.721007 + Penalty 2340.622803 = -149301.098204
  nChanged 3
		SP:Iteration 13Q (110491.900000 sec): 3 clusters
  Score: Raw -151643.813769 + Penalty 2340.622803 = -149303.190966
  nChanged 0
		SP:Iteration 14F (110491.930000 sec): 3 clusters
  Score: Raw -151643.813769 + Penalty 2340.622803 = -149303.190966
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 44 (3032 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (110492.000000 sec): 2 clusters
  Score: Raw -368892.647787 + Penalty 1302.758884 = -367589.888903
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (110492.060000 sec): 3 clusters
  Score: Raw -367460.492195 + Penalty 2605.517768 = -364854.974427
  nChanged 1116
		SP:Iteration 1F (110492.110000 sec): 3 clusters
  Score: Raw -368110.685532 + Penalty 2605.517768 = -365505.167765
  nChanged 226
		SP:Iteration 2F (110492.170000 sec): 3 clusters
  Score: Raw -368257.690908 + Penalty 2605.517768 = -365652.173140
  nChanged 159
		SP:Iteration 3F (110492.220000 sec): 3 clusters
  Score: Raw -368362.266301 + Penalty 2605.517768 = -365756.748534
  nChanged 125
		SP:Iteration 4Q (110492.280000 sec): 3 clusters
  Score: Raw -368437.911889 + Penalty 2605.517768 = -365832.394122
  nChanged 88
		SP:Iteration 5Q (110492.340000 sec): 3 clusters
  Score: Raw -368487.326563 + Penalty 2605.517768 = -365881.808795
  nChanged 80
		SP:Iteration 6Q (110492.400000 sec): 3 clusters
  Score: Raw -368526.909999 + Penalty 2605.517768 = -365921.392232
  nChanged 80
		SP:Iteration 7Q (110492.450000 sec): 3 clusters
  Score: Raw -368578.590476 + Penalty 2605.517768 = -365973.072708
  nChanged 74
		SP:Iteration 8Q (110492.510000 sec): 3 clusters
  Score: Raw -368621.376253 + Penalty 2605.517768 = -366015.858485
  nChanged 74
		SP:Iteration 9Q (110492.570000 sec): 3 clusters
  Score: Raw -368671.355628 + Penalty 2605.517768 = -366065.837860
  nChanged 70
		SP:Iteration 10Q (110492.630000 sec): 3 clusters
  Score: Raw -368720.776843 + Penalty 2605.517768 = -366115.259075
  nChanged 78
		SP:Iteration 11Q (110492.680000 sec): 3 clusters
  Score: Raw -368784.250645 + Penalty 2605.517768 = -366178.732878
  nChanged 72
		SP:Iteration 12Q (110492.740000 sec): 3 clusters
  Score: Raw -368851.253921 + Penalty 2605.517768 = -366245.736154
  nChanged 85
		SP:Iteration 13Q (110492.800000 sec): 3 clusters
  Score: Raw -368941.896029 + Penalty 2605.517768 = -366336.378261
  nChanged 96
		SP:Iteration 14Q (110492.860000 sec): 3 clusters
  Score: Raw -369057.117840 + Penalty 2605.517768 = -366451.600072
  nChanged 110
		SP:Iteration 15Q (110492.910000 sec): 3 clusters
  Score: Raw -369187.058016 + Penalty 2605.517768 = -366581.540248
  nChanged 125
		SP:Iteration 16Q (110492.980000 sec): 3 clusters
  Score: Raw -369369.346602 + Penalty 2605.517768 = -366763.828834
  nChanged 123
		SP:Iteration 17Q (110493.030000 sec): 3 clusters
  Score: Raw -369560.384752 + Penalty 2605.517768 = -366954.866984
  nChanged 97
		SP:Iteration 18Q (110493.090000 sec): 3 clusters
  Score: Raw -369687.911100 + Penalty 2605.517768 = -367082.393332
  nChanged 71
		SP:Iteration 19Q (110493.150000 sec): 3 clusters
  Score: Raw -369764.102212 + Penalty 2605.517768 = -367158.584444
  nChanged 51
		SP:Iteration 20F (110493.210000 sec): 3 clusters
  Score: Raw -369816.472111 + Penalty 2605.517768 = -367210.954343
  nChanged 41
		SP:Iteration 21Q (110493.260000 sec): 3 clusters
  Score: Raw -369848.715881 + Penalty 2605.517768 = -367243.198114
  nChanged 31
		SP:Iteration 22Q (110493.320000 sec): 3 clusters
  Score: Raw -369874.929091 + Penalty 2605.517768 = -367269.411323
  nChanged 29
		SP:Iteration 23Q (110493.370000 sec): 3 clusters
  Score: Raw -369896.300000 + Penalty 2605.517768 = -367290.782232
  nChanged 27
		SP:Iteration 24Q (110493.420000 sec): 3 clusters
  Score: Raw -369914.103301 + Penalty 2605.517768 = -367308.585533
  nChanged 17
		SP:Iteration 25Q (110493.470000 sec): 3 clusters
  Score: Raw -369923.540463 + Penalty 2605.517768 = -367318.022695
  nChanged 17
		SP:Iteration 26Q (110493.530000 sec): 3 clusters
  Score: Raw -369929.218539 + Penalty 2605.517768 = -367323.700771
  nChanged 11
		SP:Iteration 27Q (110493.580000 sec): 3 clusters
  Score: Raw -369933.520009 + Penalty 2605.517768 = -367328.002242
  nChanged 9
		SP:Iteration 28Q (110493.630000 sec): 3 clusters
  Score: Raw -369937.300523 + Penalty 2605.517768 = -367331.782756
  nChanged 7
		SP:Iteration 29Q (110493.680000 sec): 3 clusters
  Score: Raw -369939.685110 + Penalty 2605.517768 = -367334.167342
  nChanged 2
		SP:Iteration 30Q (110493.730000 sec): 3 clusters
  Score: Raw -369940.550728 + Penalty 2605.517768 = -367335.032960
  nChanged 2
		SP:Iteration 31Q (110493.780000 sec): 3 clusters
  Score: Raw -369941.010786 + Penalty 2605.517768 = -367335.493019
  nChanged 2
		SP:Iteration 32Q (110493.830000 sec): 3 clusters
  Score: Raw -369941.489876 + Penalty 2605.517768 = -367335.972108
  nChanged 1
		SP:Iteration 33Q (110493.890000 sec): 3 clusters
  Score: Raw -369941.782261 + Penalty 2605.517768 = -367336.264494
  nChanged 1
		SP:Iteration 34Q (110493.930000 sec): 3 clusters
  Score: Raw -369941.983179 + Penalty 2605.517768 = -367336.465412
  nChanged 0
		SP:Iteration 35F (110493.990000 sec): 3 clusters
  Score: Raw -369941.983179 + Penalty 2605.517768 = -367336.465412
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 45 (1614 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (110494.110000 sec): 2 clusters
  Score: Raw -180177.572118 + Penalty 1200.301513 = -178977.270605
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (110494.280000 sec): 3 clusters
  Score: Raw -179516.540792 + Penalty 2400.603026 = -177115.937767
  nChanged 565
		SP:Iteration 1F (110494.450000 sec): 3 clusters
  Score: Raw -179993.931410 + Penalty 2400.603026 = -177593.328384
  nChanged 157
		SP:Iteration 2F (110494.620000 sec): 3 clusters
  Score: Raw -180149.464326 + Penalty 2400.603026 = -177748.861300
  nChanged 91
		SP:Iteration 3F (110494.780000 sec): 3 clusters
  Score: Raw -180246.500293 + Penalty 2400.603026 = -177845.897267
  nChanged 67
		SP:Iteration 4Q (110494.950000 sec): 3 clusters
  Score: Raw -180301.619098 + Penalty 2400.603026 = -177901.016072
  nChanged 54
		SP:Iteration 5Q (110495.120000 sec): 3 clusters
  Score: Raw -180358.280815 + Penalty 2400.603026 = -177957.677789
  nChanged 52
		SP:Iteration 6Q (110495.300000 sec): 3 clusters
  Score: Raw -180407.554666 + Penalty 2400.603026 = -178006.951640
  nChanged 37
		SP:Iteration 7Q (110495.470000 sec): 3 clusters
  Score: Raw -180445.120910 + Penalty 2400.603026 = -178044.517885
  nChanged 25
		SP:Iteration 8Q (110495.650000 sec): 3 clusters
  Score: Raw -180463.686465 + Penalty 2400.603026 = -178063.083439
  nChanged 24
		SP:Iteration 9Q (110495.830000 sec): 3 clusters
  Score: Raw -180490.236157 + Penalty 2400.603026 = -178089.633131
  nChanged 33
		SP:Iteration 10Q (110496.000000 sec): 3 clusters
  Score: Raw -180518.366027 + Penalty 2400.603026 = -178117.763001
  nChanged 26
		SP:Iteration 11Q (110496.190000 sec): 3 clusters
  Score: Raw -180539.934661 + Penalty 2400.603026 = -178139.331636
  nChanged 23
		SP:Iteration 12Q (110496.350000 sec): 3 clusters
  Score: Raw -180559.702946 + Penalty 2400.603026 = -178159.099920
  nChanged 21
		SP:Iteration 13Q (110496.530000 sec): 3 clusters
  Score: Raw -180577.530992 + Penalty 2400.603026 = -178176.927966
  nChanged 19
		SP:Iteration 14Q (110496.630000 sec): 3 clusters
  Score: Raw -180594.758811 + Penalty 2400.603026 = -178194.155785
  nChanged 13
		SP:Iteration 15Q (110496.660000 sec): 3 clusters
  Score: Raw -180610.764677 + Penalty 2400.603026 = -178210.161651
  nChanged 15
		SP:Iteration 16Q (110496.690000 sec): 3 clusters
  Score: Raw -180622.365620 + Penalty 2400.603026 = -178221.762594
  nChanged 7
		SP:Iteration 17Q (110496.730000 sec): 3 clusters
  Score: Raw -180626.472275 + Penalty 2400.603026 = -178225.869250
  nChanged 6
		SP:Iteration 18Q (110496.890000 sec): 3 clusters
  Score: Raw -180629.290619 + Penalty 2400.603026 = -178228.687593
  nChanged 6
		SP:Iteration 19Q (110497.060000 sec): 3 clusters
  Score: Raw -180632.712061 + Penalty 2400.603026 = -178232.109036
  nChanged 3
		SP:Iteration 20F (110497.240000 sec): 3 clusters
  Score: Raw -180634.477213 + Penalty 2400.603026 = -178233.874188
  nChanged 1
		SP:Iteration 21Q (110497.410000 sec): 3 clusters
  Score: Raw -180635.292467 + Penalty 2400.603026 = -178234.689442
  nChanged 1
		SP:Iteration 22Q (110497.590000 sec): 3 clusters
  Score: Raw -180636.057725 + Penalty 2400.603026 = -178235.454699
  nChanged 0
		SP:Iteration 23F (110497.770000 sec): 3 clusters
  Score: Raw -180636.057725 + Penalty 2400.603026 = -178235.454699
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 46 (21670 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (110497.970000 sec): 2 clusters
  Score: Raw -2512446.170598 + Penalty 1622.348665 = -2510823.821932
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (110498.300000 sec): 3 clusters
  Score: Raw -2499364.075825 + Penalty 3244.697331 = -2496119.378495
  nChanged 9819
		SP:Iteration 1F (110498.580000 sec): 3 clusters
  Score: Raw -2504982.348370 + Penalty 3244.697331 = -2501737.651040
  nChanged 1233
		SP:Iteration 2F (110498.870000 sec): 3 clusters
  Score: Raw -2505569.761373 + Penalty 3244.697331 = -2502325.064042
  nChanged 1236
		SP:Iteration 3F (110499.150000 sec): 3 clusters
  Score: Raw -2506220.087713 + Penalty 3244.697331 = -2502975.390382
  nChanged 1290
		SP:Iteration 4F (110499.470000 sec): 3 clusters
  Score: Raw -2506951.275136 + Penalty 3244.697331 = -2503706.577805
  nChanged 1261
		SP:Iteration 5F (110499.850000 sec): 3 clusters
  Score: Raw -2507662.690369 + Penalty 3244.697331 = -2504417.993039
  nChanged 1214
		SP:Iteration 6F (110500.130000 sec): 3 clusters
  Score: Raw -2508366.384690 + Penalty 3244.697331 = -2505121.687359
  nChanged 1175
		SP:Iteration 7F (110500.470000 sec): 3 clusters
  Score: Raw -2509150.481511 + Penalty 3244.697331 = -2505905.784181
  nChanged 1114
		SP:Iteration 8F (110500.740000 sec): 3 clusters
  Score: Raw -2509925.534810 + Penalty 3244.697331 = -2506680.837479
  nChanged 1005
		SP:Iteration 9Q (110501.060000 sec): 3 clusters
  Score: Raw -2510599.686941 + Penalty 3244.697331 = -2507354.989610
  nChanged 779
		SP:Iteration 10Q (110501.450000 sec): 3 clusters
  Score: Raw -2511061.627388 + Penalty 3244.697331 = -2507816.930057
  nChanged 620
		SP:Iteration 11Q (110501.790000 sec): 3 clusters
  Score: Raw -2511353.831061 + Penalty 3244.697331 = -2508109.133730
  nChanged 450
		SP:Iteration 12Q (110502.130000 sec): 3 clusters
  Score: Raw -2511538.921407 + Penalty 3244.697331 = -2508294.224077
  nChanged 355
		SP:Iteration 13Q (110502.470000 sec): 3 clusters
  Score: Raw -2511662.560246 + Penalty 3244.697331 = -2508417.862915
  nChanged 263
		SP:Iteration 14Q (110502.730000 sec): 3 clusters
  Score: Raw -2511740.077768 + Penalty 3244.697331 = -2508495.380437
  nChanged 234
		SP:Iteration 15Q (110502.970000 sec): 3 clusters
  Score: Raw -2511805.989670 + Penalty 3244.697331 = -2508561.292339
  nChanged 216
		SP:Iteration 16Q (110503.230000 sec): 3 clusters
  Score: Raw -2511862.263427 + Penalty 3244.697331 = -2508617.566096
  nChanged 177
		SP:Iteration 17Q (110503.550000 sec): 3 clusters
  Score: Raw -2511906.595838 + Penalty 3244.697331 = -2508661.898507
  nChanged 193
		SP:Iteration 18Q (110503.870000 sec): 3 clusters
  Score: Raw -2511960.448547 + Penalty 3244.697331 = -2508715.751216
  nChanged 182
		SP:Iteration 19Q (110504.200000 sec): 3 clusters
  Score: Raw -2512011.979034 + Penalty 3244.697331 = -2508767.281704
  nChanged 197
		SP:Iteration 20F (110504.440000 sec): 3 clusters
  Score: Raw -2512072.267772 + Penalty 3244.697331 = -2508827.570441
  nChanged 182
		SP:Iteration 21Q (110504.680000 sec): 3 clusters
  Score: Raw -2512128.497990 + Penalty 3244.697331 = -2508883.800659
  nChanged 178
		SP:Iteration 22Q (110505.060000 sec): 3 clusters
  Score: Raw -2512181.806082 + Penalty 3244.697331 = -2508937.108751
  nChanged 155
		SP:Iteration 23Q (110505.250000 sec): 3 clusters
  Score: Raw -2512227.805509 + Penalty 3244.697331 = -2508983.108178
  nChanged 159
		SP:Iteration 24Q (110505.490000 sec): 3 clusters
  Score: Raw -2512269.593383 + Penalty 3244.697331 = -2509024.896052
  nChanged 137
		SP:Iteration 25Q (110505.820000 sec): 3 clusters
  Score: Raw -2512304.978145 + Penalty 3244.697331 = -2509060.280815
  nChanged 125
		SP:Iteration 26Q (110506.120000 sec): 3 clusters
  Score: Raw -2512329.950332 + Penalty 3244.697331 = -2509085.253001
  nChanged 107
		SP:Iteration 27Q (110506.460000 sec): 3 clusters
  Score: Raw -2512352.630164 + Penalty 3244.697331 = -2509107.932833
  nChanged 117
		SP:Iteration 28Q (110506.760000 sec): 3 clusters
  Score: Raw -2512377.887545 + Penalty 3244.697331 = -2509133.190215
  nChanged 125
		SP:Iteration 29Q (110507.100000 sec): 3 clusters
  Score: Raw -2512407.541227 + Penalty 3244.697331 = -2509162.843896
  nChanged 126
		SP:Iteration 30Q (110507.380000 sec): 3 clusters
  Score: Raw -2512435.079931 + Penalty 3244.697331 = -2509190.382601
  nChanged 110
		SP:Iteration 31Q (110507.710000 sec): 3 clusters
  Score: Raw -2512458.952369 + Penalty 3244.697331 = -2509214.255039
  nChanged 99
		SP:Iteration 32Q (110508.010000 sec): 3 clusters
  Score: Raw -2512478.948569 + Penalty 3244.697331 = -2509234.251238
  nChanged 125
		SP:Iteration 33Q (110508.320000 sec): 3 clusters
  Score: Raw -2512509.665702 + Penalty 3244.697331 = -2509264.968371
  nChanged 109
		SP:Iteration 34Q (110508.660000 sec): 3 clusters
  Score: Raw -2512536.465025 + Penalty 3244.697331 = -2509291.767694
  nChanged 103
		SP:Iteration 35Q (110508.960000 sec): 3 clusters
  Score: Raw -2512561.759056 + Penalty 3244.697331 = -2509317.061726
  nChanged 103
		SP:Iteration 36Q (110509.300000 sec): 3 clusters
  Score: Raw -2512585.269473 + Penalty 3244.697331 = -2509340.572143
  nChanged 96
		SP:Iteration 37Q (110509.600000 sec): 3 clusters
  Score: Raw -2512609.684229 + Penalty 3244.697331 = -2509364.986898
  nChanged 98
		SP:Iteration 38Q (110509.940000 sec): 3 clusters
  Score: Raw -2512634.673616 + Penalty 3244.697331 = -2509389.976285
  nChanged 86
		SP:Iteration 39Q (110510.280000 sec): 3 clusters
  Score: Raw -2512653.587075 + Penalty 3244.697331 = -2509408.889744
  nChanged 82
		SP:Iteration 40F (110510.630000 sec): 3 clusters
  Score: Raw -2512673.543175 + Penalty 3244.697331 = -2509428.845844
  nChanged 86
		SP:Iteration 41Q (110510.890000 sec): 3 clusters
  Score: Raw -2512695.614189 + Penalty 3244.697331 = -2509450.916858
  nChanged 86
		SP:Iteration 42Q (110511.270000 sec): 3 clusters
  Score: Raw -2512716.946492 + Penalty 3244.697331 = -2509472.249162
  nChanged 84
		SP:Iteration 43Q (110511.590000 sec): 3 clusters
  Score: Raw -2512737.254139 + Penalty 3244.697331 = -2509492.556809
  nChanged 79
		SP:Iteration 44Q (110511.780000 sec): 3 clusters
  Score: Raw -2512757.914030 + Penalty 3244.697331 = -2509513.216699
  nChanged 80
		SP:Iteration 45Q (110512.110000 sec): 3 clusters
  Score: Raw -2512777.790411 + Penalty 3244.697331 = -2509533.093080
  nChanged 70
		SP:Iteration 46Q (110512.480000 sec): 3 clusters
  Score: Raw -2512792.763391 + Penalty 3244.697331 = -2509548.066060
  nChanged 73
		SP:Iteration 47Q (110512.780000 sec): 3 clusters
  Score: Raw -2512809.335056 + Penalty 3244.697331 = -2509564.637725
  nChanged 78
		SP:Iteration 48Q (110513.090000 sec): 3 clusters
  Score: Raw -2512827.328452 + Penalty 3244.697331 = -2509582.631121
  nChanged 63
		SP:Iteration 49Q (110513.440000 sec): 3 clusters
  Score: Raw -2512842.361543 + Penalty 3244.697331 = -2509597.664212
  nChanged 62
		SP:Iteration 50Q (110513.680000 sec): 3 clusters
  Score: Raw -2512857.838139 + Penalty 3244.697331 = -2509613.140808
  nChanged 60
		SP:Iteration 51Q (110514.000000 sec): 3 clusters
  Score: Raw -2512871.642696 + Penalty 3244.697331 = -2509626.945365
  nChanged 62
		SP:Iteration 52Q (110514.300000 sec): 3 clusters
  Score: Raw -2512887.874143 + Penalty 3244.697331 = -2509643.176813
  nChanged 45
		SP:Iteration 53Q (110514.650000 sec): 3 clusters
  Score: Raw -2512897.273914 + Penalty 3244.697331 = -2509652.576584
  nChanged 52
		SP:Iteration 54Q (110514.950000 sec): 3 clusters
  Score: Raw -2512908.420047 + Penalty 3244.697331 = -2509663.722717
  nChanged 45
		SP:Iteration 55Q (110515.300000 sec): 3 clusters
  Score: Raw -2512919.034571 + Penalty 3244.697331 = -2509674.337241
  nChanged 38
		SP:Iteration 56Q (110515.640000 sec): 3 clusters
  Score: Raw -2512929.239815 + Penalty 3244.697331 = -2509684.542484
  nChanged 39
		SP:Iteration 57Q (110515.980000 sec): 3 clusters
  Score: Raw -2512938.614547 + Penalty 3244.697331 = -2509693.917217
  nChanged 26
		SP:Iteration 58Q (110516.330000 sec): 3 clusters
  Score: Raw -2512943.835222 + Penalty 3244.697331 = -2509699.137891
  nChanged 15
		SP:Iteration 59Q (110516.630000 sec): 3 clusters
  Score: Raw -2512947.362761 + Penalty 3244.697331 = -2509702.665430
  nChanged 14
		SP:Iteration 60F (110516.970000 sec): 3 clusters
  Score: Raw -2512950.604288 + Penalty 3244.697331 = -2509705.906957
  nChanged 26
		SP:Iteration 61Q (110517.280000 sec): 3 clusters
  Score: Raw -2512955.908685 + Penalty 3244.697331 = -2509711.211355
  nChanged 19
		SP:Iteration 62Q (110517.620000 sec): 3 clusters
  Score: Raw -2512959.157096 + Penalty 3244.697331 = -2509714.459765
  nChanged 15
		SP:Iteration 63Q (110517.920000 sec): 3 clusters
  Score: Raw -2512962.566562 + Penalty 3244.697331 = -2509717.869231
  nChanged 14
		SP:Iteration 64Q (110518.270000 sec): 3 clusters
  Score: Raw -2512964.973424 + Penalty 3244.697331 = -2509720.276093
  nChanged 17
		SP:Iteration 65Q (110518.570000 sec): 3 clusters
  Score: Raw -2512968.702783 + Penalty 3244.697331 = -2509724.005452
  nChanged 15
		SP:Iteration 66Q (110518.920000 sec): 3 clusters
  Score: Raw -2512971.540685 + Penalty 3244.697331 = -2509726.843354
  nChanged 21
		SP:Iteration 67Q (110519.220000 sec): 3 clusters
  Score: Raw -2512975.113466 + Penalty 3244.697331 = -2509730.416136
  nChanged 20
		SP:Iteration 68Q (110519.570000 sec): 3 clusters
  Score: Raw -2512978.130285 + Penalty 3244.697331 = -2509733.432954
  nChanged 17
		SP:Iteration 69Q (110519.870000 sec): 3 clusters
  Score: Raw -2512980.983093 + Penalty 3244.697331 = -2509736.285762
  nChanged 11
		SP:Iteration 70Q (110520.220000 sec): 3 clusters
  Score: Raw -2512982.769583 + Penalty 3244.697331 = -2509738.072252
  nChanged 11
		SP:Iteration 71Q (110520.520000 sec): 3 clusters
  Score: Raw -2512984.870051 + Penalty 3244.697331 = -2509740.172721
  nChanged 13
		SP:Iteration 72Q (110520.870000 sec): 3 clusters
  Score: Raw -2512987.344370 + Penalty 3244.697331 = -2509742.647039
  nChanged 14
		SP:Iteration 73Q (110521.170000 sec): 3 clusters
  Score: Raw -2512990.087901 + Penalty 3244.697331 = -2509745.390571
  nChanged 17
		SP:Iteration 74Q (110521.520000 sec): 3 clusters
  Score: Raw -2512993.396463 + Penalty 3244.697331 = -2509748.699132
  nChanged 19
		SP:Iteration 75Q (110521.820000 sec): 3 clusters
  Score: Raw -2512998.263602 + Penalty 3244.697331 = -2509753.566271
  nChanged 28
		SP:Iteration 76Q (110522.170000 sec): 3 clusters
  Score: Raw -2513004.452450 + Penalty 3244.697331 = -2509759.755119
  nChanged 26
		SP:Iteration 77Q (110522.470000 sec): 3 clusters
  Score: Raw -2513009.303718 + Penalty 3244.697331 = -2509764.606388
  nChanged 16
		SP:Iteration 78Q (110522.820000 sec): 3 clusters
  Score: Raw -2513012.111335 + Penalty 3244.697331 = -2509767.414004
  nChanged 10
		SP:Iteration 79Q (110523.120000 sec): 3 clusters
  Score: Raw -2513013.639976 + Penalty 3244.697331 = -2509768.942645
  nChanged 8
		SP:Iteration 80F (110523.460000 sec): 3 clusters
  Score: Raw -2513014.959436 + Penalty 3244.697331 = -2509770.262105
  nChanged 7
		SP:Iteration 81Q (110523.760000 sec): 3 clusters
  Score: Raw -2513016.452625 + Penalty 3244.697331 = -2509771.755294
  nChanged 8
		SP:Iteration 82Q (110524.110000 sec): 3 clusters
  Score: Raw -2513018.407455 + Penalty 3244.697331 = -2509773.710124
  nChanged 9
		SP:Iteration 83Q (110524.410000 sec): 3 clusters
  Score: Raw -2513020.030866 + Penalty 3244.697331 = -2509775.333535
  nChanged 8
		SP:Iteration 84Q (110524.760000 sec): 3 clusters
  Score: Raw -2513021.047968 + Penalty 3244.697331 = -2509776.350637
  nChanged 6
		SP:Iteration 85Q (110525.060000 sec): 3 clusters
  Score: Raw -2513022.441355 + Penalty 3244.697331 = -2509777.744024
  nChanged 7
		SP:Iteration 86Q (110525.410000 sec): 3 clusters
  Score: Raw -2513023.860155 + Penalty 3244.697331 = -2509779.162824
  nChanged 6
		SP:Iteration 87Q (110525.710000 sec): 3 clusters
  Score: Raw -2513025.313352 + Penalty 3244.697331 = -2509780.616021
  nChanged 9
		SP:Iteration 88Q (110526.060000 sec): 3 clusters
  Score: Raw -2513026.707012 + Penalty 3244.697331 = -2509782.009681
  nChanged 5
		SP:Iteration 89Q (110526.360000 sec): 3 clusters
  Score: Raw -2513027.471741 + Penalty 3244.697331 = -2509782.774410
  nChanged 2
		SP:Iteration 90Q (110526.710000 sec): 3 clusters
  Score: Raw -2513027.746419 + Penalty 3244.697331 = -2509783.049088
  nChanged 1
		SP:Iteration 91Q (110527.010000 sec): 3 clusters
  Score: Raw -2513027.911117 + Penalty 3244.697331 = -2509783.213786
  nChanged 2
		SP:Iteration 92Q (110527.360000 sec): 3 clusters
  Score: Raw -2513028.419963 + Penalty 3244.697331 = -2509783.722632
  nChanged 4
		SP:Iteration 93Q (110527.660000 sec): 3 clusters
  Score: Raw -2513029.244919 + Penalty 3244.697331 = -2509784.547589
  nChanged 6
		SP:Iteration 94Q (110528.000000 sec): 3 clusters
  Score: Raw -2513030.091436 + Penalty 3244.697331 = -2509785.394105
  nChanged 0
		SP:Iteration 95F (110528.300000 sec): 3 clusters
  Score: Raw -2513030.091436 + Penalty 3244.697331 = -2509785.394105
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 47 (1146 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (110528.420000 sec): 2 clusters
  Score: Raw -149563.953208 + Penalty 1144.655346 = -148419.297863
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (110528.600000 sec): 3 clusters
  Score: Raw -149182.376297 + Penalty 2289.310692 = -146893.065606
  nChanged 371
		SP:Iteration 1F (110528.760000 sec): 3 clusters
  Score: Raw -149502.709387 + Penalty 2289.310692 = -147213.398695
  nChanged 95
		SP:Iteration 2F (110528.940000 sec): 3 clusters
  Score: Raw -149607.447591 + Penalty 2289.310692 = -147318.136899
  nChanged 59
		SP:Iteration 3F (110529.110000 sec): 3 clusters
  Score: Raw -149680.952087 + Penalty 2289.310692 = -147391.641396
  nChanged 46
		SP:Iteration 4Q (110529.240000 sec): 3 clusters
  Score: Raw -149736.688747 + Penalty 2289.310692 = -147447.378056
  nChanged 40
		SP:Iteration 5Q (110529.410000 sec): 3 clusters
  Score: Raw -149785.440385 + Penalty 2289.310692 = -147496.129694
  nChanged 31
		SP:Iteration 6Q (110529.550000 sec): 3 clusters
  Score: Raw -149815.295234 + Penalty 2289.310692 = -147525.984543
  nChanged 26
		SP:Iteration 7Q (110529.580000 sec): 3 clusters
  Score: Raw -149843.442191 + Penalty 2289.310692 = -147554.131499
  nChanged 21
		SP:Iteration 8Q (110529.600000 sec): 3 clusters
  Score: Raw -149862.405721 + Penalty 2289.310692 = -147573.095029
  nChanged 16
		SP:Iteration 9Q (110529.630000 sec): 3 clusters
  Score: Raw -149875.889565 + Penalty 2289.310692 = -147586.578873
  nChanged 13
		SP:Iteration 10Q (110529.660000 sec): 3 clusters
  Score: Raw -149887.746292 + Penalty 2289.310692 = -147598.435600
  nChanged 8
		SP:Iteration 11Q (110529.680000 sec): 3 clusters
  Score: Raw -149894.692115 + Penalty 2289.310692 = -147605.381423
  nChanged 12
		SP:Iteration 12Q (110529.700000 sec): 3 clusters
  Score: Raw -149902.800619 + Penalty 2289.310692 = -147613.489927
  nChanged 5
		SP:Iteration 13Q (110529.730000 sec): 3 clusters
  Score: Raw -149906.164763 + Penalty 2289.310692 = -147616.854071
  nChanged 2
		SP:Iteration 14Q (110529.750000 sec): 3 clusters
  Score: Raw -149907.762549 + Penalty 2289.310692 = -147618.451858
  nChanged 4
		SP:Iteration 15Q (110529.780000 sec): 3 clusters
  Score: Raw -149910.256473 + Penalty 2289.310692 = -147620.945781
  nChanged 3
		SP:Iteration 16Q (110529.800000 sec): 3 clusters
  Score: Raw -149913.875397 + Penalty 2289.310692 = -147624.564706
  nChanged 3
		SP:Iteration 17Q (110529.820000 sec): 3 clusters
  Score: Raw -149915.929107 + Penalty 2289.310692 = -147626.618415
  nChanged 1
		SP:Iteration 18Q (110529.850000 sec): 3 clusters
  Score: Raw -149916.584490 + Penalty 2289.310692 = -147627.273799
  nChanged 1
		SP:Iteration 19Q (110529.870000 sec): 3 clusters
  Score: Raw -149918.975068 + Penalty 2289.310692 = -147629.664376
  nChanged 3
		SP:Iteration 20F (110529.900000 sec): 3 clusters
  Score: Raw -149922.463995 + Penalty 2289.310692 = -147633.153303
  nChanged 2
		SP:Iteration 21Q (110529.920000 sec): 3 clusters
  Score: Raw -149923.972497 + Penalty 2289.310692 = -147634.661805
  nChanged 4
		SP:Iteration 22Q (110529.950000 sec): 3 clusters
  Score: Raw -149925.923800 + Penalty 2289.310692 = -147636.613108
  nChanged 1
		SP:Iteration 23Q (110529.970000 sec): 3 clusters
  Score: Raw -149927.242236 + Penalty 2289.310692 = -147637.931544
  nChanged 0
		SP:Iteration 24F (110530.000000 sec): 3 clusters
  Score: Raw -149927.242236 + Penalty 2289.310692 = -147637.931544
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 48 (213 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (110530.040000 sec): 2 clusters
  Score: Raw -16052.996370 + Penalty 871.209977 = -15181.786393
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (110530.050000 sec): 3 clusters
  Score: Raw -16174.545526 + Penalty 1742.419954 = -14432.125573
  nChanged 38
		SP:Iteration 1F (110530.060000 sec): 3 clusters
  Score: Raw -16320.531036 + Penalty 1742.419954 = -14578.111082
  nChanged 15
		SP:Iteration 2F (110530.060000 sec): 3 clusters
  Score: Raw -16367.718575 + Penalty 1742.419954 = -14625.298621
  nChanged 3
		SP:Iteration 3Q (110530.070000 sec): 3 clusters
  Score: Raw -16376.747432 + Penalty 1742.419954 = -14634.327478
  nChanged 4
		SP:Iteration 4Q (110530.080000 sec): 3 clusters
  Score: Raw -16385.552639 + Penalty 1742.419954 = -14643.132686
  nChanged 3
		SP:Iteration 5Q (110530.090000 sec): 3 clusters
  Score: Raw -16390.162820 + Penalty 1742.419954 = -14647.742866
  nChanged 0
		SP:Iteration 6F (110530.090000 sec): 3 clusters
  Score: Raw -16390.162820 + Penalty 1742.419954 = -14647.742866
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 49 (17133 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (110530.290000 sec): 2 clusters
  Score: Raw -2069560.126182 + Penalty 1584.173777 = -2067975.952405
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (110530.630000 sec): 3 clusters
  Score: Raw -2059362.797489 + Penalty 3168.347555 = -2056194.449934
  nChanged 7715
		SP:Iteration 1F (110530.920000 sec): 3 clusters
  Score: Raw -2063926.068577 + Penalty 3168.347555 = -2060757.721022
  nChanged 1263
		SP:Iteration 2F (110531.220000 sec): 3 clusters
  Score: Raw -2064909.419925 + Penalty 3168.347555 = -2061741.072370
  nChanged 1355
		SP:Iteration 3F (110531.510000 sec): 3 clusters
  Score: Raw -2066075.776550 + Penalty 3168.347555 = -2062907.428995
  nChanged 1320
		SP:Iteration 4F (110531.810000 sec): 3 clusters
  Score: Raw -2067120.241035 + Penalty 3168.347555 = -2063951.893480
  nChanged 1185
		SP:Iteration 5F (110532.080000 sec): 3 clusters
  Score: Raw -2067922.419848 + Penalty 3168.347555 = -2064754.072293
  nChanged 929
		SP:Iteration 6F (110532.370000 sec): 3 clusters
  Score: Raw -2068484.002245 + Penalty 3168.347555 = -2065315.654691
  nChanged 733
		SP:Iteration 7Q (110532.660000 sec): 3 clusters
  Score: Raw -2068952.995286 + Penalty 3168.347555 = -2065784.647731
  nChanged 586
		SP:Iteration 8Q (110532.960000 sec): 3 clusters
  Score: Raw -2069393.038262 + Penalty 3168.347555 = -2066224.690707
  nChanged 527
		SP:Iteration 9Q (110533.230000 sec): 3 clusters
  Score: Raw -2069832.390336 + Penalty 3168.347555 = -2066664.042781
  nChanged 428
		SP:Iteration 10Q (110533.550000 sec): 3 clusters
  Score: Raw -2070161.096645 + Penalty 3168.347555 = -2066992.749090
  nChanged 342
		SP:Iteration 11Q (110533.800000 sec): 3 clusters
  Score: Raw -2070374.563324 + Penalty 3168.347555 = -2067206.215769
  nChanged 262
		SP:Iteration 12Q (110534.100000 sec): 3 clusters
  Score: Raw -2070519.359634 + Penalty 3168.347555 = -2067351.012079
  nChanged 217
		SP:Iteration 13Q (110534.400000 sec): 3 clusters
  Score: Raw -2070630.436411 + Penalty 3168.347555 = -2067462.088856
  nChanged 184
		SP:Iteration 14Q (110534.700000 sec): 3 clusters
  Score: Raw -2070730.049289 + Penalty 3168.347555 = -2067561.701734
  nChanged 173
		SP:Iteration 15Q (110535.040000 sec): 3 clusters
  Score: Raw -2070818.440865 + Penalty 3168.347555 = -2067650.093310
  nChanged 134
		SP:Iteration 16Q (110535.380000 sec): 3 clusters
  Score: Raw -2070875.335846 + Penalty 3168.347555 = -2067706.988291
  nChanged 95
		SP:Iteration 17Q (110535.640000 sec): 3 clusters
  Score: Raw -2070901.258387 + Penalty 3168.347555 = -2067732.910832
  nChanged 61
		SP:Iteration 18Q (110535.930000 sec): 3 clusters
  Score: Raw -2070914.753847 + Penalty 3168.347555 = -2067746.406292
  nChanged 54
		SP:Iteration 19Q (110536.220000 sec): 3 clusters
  Score: Raw -2070926.876977 + Penalty 3168.347555 = -2067758.529422
  nChanged 39
		SP:Iteration 20F (110536.520000 sec): 3 clusters
  Score: Raw -2070933.354180 + Penalty 3168.347555 = -2067765.006625
  nChanged 41
		SP:Iteration 21Q (110536.820000 sec): 3 clusters
  Score: Raw -2070940.065198 + Penalty 3168.347555 = -2067771.717643
  nChanged 32
		SP:Iteration 22Q (110537.110000 sec): 3 clusters
  Score: Raw -2070944.757166 + Penalty 3168.347555 = -2067776.409611
  nChanged 26
		SP:Iteration 23Q (110537.400000 sec): 3 clusters
  Score: Raw -2070949.836214 + Penalty 3168.347555 = -2067781.488659
  nChanged 27
		SP:Iteration 24Q (110537.740000 sec): 3 clusters
  Score: Raw -2070954.183509 + Penalty 3168.347555 = -2067785.835954
  nChanged 26
		SP:Iteration 25Q (110538.030000 sec): 3 clusters
  Score: Raw -2070958.377399 + Penalty 3168.347555 = -2067790.029844
  nChanged 36
		SP:Iteration 26Q (110538.330000 sec): 3 clusters
  Score: Raw -2070964.831720 + Penalty 3168.347555 = -2067796.484165
  nChanged 33
		SP:Iteration 27Q (110538.670000 sec): 3 clusters
  Score: Raw -2070970.992584 + Penalty 3168.347555 = -2067802.645029
  nChanged 31
		SP:Iteration 28Q (110538.890000 sec): 3 clusters
  Score: Raw -2070975.822067 + Penalty 3168.347555 = -2067807.474512
  nChanged 24
		SP:Iteration 29Q (110539.110000 sec): 3 clusters
  Score: Raw -2070979.213461 + Penalty 3168.347555 = -2067810.865906
  nChanged 23
		SP:Iteration 30Q (110539.330000 sec): 3 clusters
  Score: Raw -2070981.868429 + Penalty 3168.347555 = -2067813.520874
  nChanged 14
		SP:Iteration 31Q (110539.640000 sec): 3 clusters
  Score: Raw -2070983.127816 + Penalty 3168.347555 = -2067814.780261
  nChanged 13
		SP:Iteration 32Q (110539.900000 sec): 3 clusters
  Score: Raw -2070984.289605 + Penalty 3168.347555 = -2067815.942050
  nChanged 8
		SP:Iteration 33Q (110540.130000 sec): 3 clusters
  Score: Raw -2070985.024816 + Penalty 3168.347555 = -2067816.677261
  nChanged 5
		SP:Iteration 34Q (110540.360000 sec): 3 clusters
  Score: Raw -2070985.557101 + Penalty 3168.347555 = -2067817.209546
  nChanged 5
		SP:Iteration 35Q (110540.660000 sec): 3 clusters
  Score: Raw -2070986.206506 + Penalty 3168.347555 = -2067817.858951
  nChanged 6
		SP:Iteration 36Q (110540.950000 sec): 3 clusters
  Score: Raw -2070986.894230 + Penalty 3168.347555 = -2067818.546675
  nChanged 7
		SP:Iteration 37Q (110541.250000 sec): 3 clusters
  Score: Raw -2070987.503668 + Penalty 3168.347555 = -2067819.156113
  nChanged 4
		SP:Iteration 38Q (110541.620000 sec): 3 clusters
  Score: Raw -2070987.813395 + Penalty 3168.347555 = -2067819.465841
  nChanged 6
		SP:Iteration 39Q (110541.880000 sec): 3 clusters
  Score: Raw -2070988.362722 + Penalty 3168.347555 = -2067820.015167
  nChanged 6
		SP:Iteration 40F (110542.170000 sec): 3 clusters
  Score: Raw -2070988.800804 + Penalty 3168.347555 = -2067820.453249
  nChanged 6
		SP:Iteration 41Q (110542.350000 sec): 3 clusters
  Score: Raw -2070989.360773 + Penalty 3168.347555 = -2067821.013218
  nChanged 4
		SP:Iteration 42Q (110542.640000 sec): 3 clusters
  Score: Raw -2070989.662262 + Penalty 3168.347555 = -2067821.314707
  nChanged 1
		SP:Iteration 43Q (110542.830000 sec): 3 clusters
  Score: Raw -2070989.822449 + Penalty 3168.347555 = -2067821.474894
  nChanged 3
		SP:Iteration 44Q (110543.150000 sec): 3 clusters
  Score: Raw -2070990.007214 + Penalty 3168.347555 = -2067821.659659
  nChanged 2
		SP:Iteration 45Q (110543.400000 sec): 3 clusters
  Score: Raw -2070990.093444 + Penalty 3168.347555 = -2067821.745889
  nChanged 0
		SP:Iteration 46F (110543.630000 sec): 3 clusters
  Score: Raw -2070990.093444 + Penalty 3168.347555 = -2067821.745889
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 50 (521 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (110543.760000 sec): 2 clusters
  Score: Raw -63580.827223 + Penalty 1016.559382 = -62564.267841
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (110543.930000 sec): 3 clusters
  Score: Raw -63467.209180 + Penalty 2033.118764 = -61434.090417
  nChanged 123
		SP:Iteration 1F (110544.110000 sec): 3 clusters
  Score: Raw -63626.763954 + Penalty 2033.118764 = -61593.645191
  nChanged 27
		SP:Iteration 2F (110544.290000 sec): 3 clusters
  Score: Raw -63666.858728 + Penalty 2033.118764 = -61633.739964
  nChanged 7
		SP:Iteration 3Q (110544.460000 sec): 3 clusters
  Score: Raw -63676.733117 + Penalty 2033.118764 = -61643.614353
  nChanged 8
		SP:Iteration 4Q (110544.640000 sec): 3 clusters
  Score: Raw -63691.781903 + Penalty 2033.118764 = -61658.663140
  nChanged 3
		SP:Iteration 5Q (110544.810000 sec): 3 clusters
  Score: Raw -63698.831979 + Penalty 2033.118764 = -61665.713216
  nChanged 3
		SP:Iteration 6Q (110544.990000 sec): 3 clusters
  Score: Raw -63701.856797 + Penalty 2033.118764 = -61668.738033
  nChanged 1
		SP:Iteration 7Q (110545.170000 sec): 3 clusters
  Score: Raw -63704.023585 + Penalty 2033.118764 = -61670.904822
  nChanged 3
		SP:Iteration 8Q (110545.340000 sec): 3 clusters
  Score: Raw -63706.524393 + Penalty 2033.118764 = -61673.405629
  nChanged 2
		SP:Iteration 9Q (110545.520000 sec): 3 clusters
  Score: Raw -63708.765207 + Penalty 2033.118764 = -61675.646443
  nChanged 2
		SP:Iteration 10Q (110545.690000 sec): 3 clusters
  Score: Raw -63713.533122 + Penalty 2033.118764 = -61680.414358
  nChanged 2
		SP:Iteration 11Q (110545.870000 sec): 3 clusters
  Score: Raw -63715.499994 + Penalty 2033.118764 = -61682.381231
  nChanged 3
		SP:Iteration 12Q (110546.040000 sec): 3 clusters
  Score: Raw -63719.912957 + Penalty 2033.118764 = -61686.794193
  nChanged 3
		SP:Iteration 13Q (110546.220000 sec): 3 clusters
  Score: Raw -63726.560584 + Penalty 2033.118764 = -61693.441821
  nChanged 4
		SP:Iteration 14Q (110546.390000 sec): 3 clusters
  Score: Raw -63735.340089 + Penalty 2033.118764 = -61702.221325
  nChanged 1
		SP:Iteration 15Q (110546.570000 sec): 3 clusters
  Score: Raw -63740.644098 + Penalty 2033.118764 = -61707.525334
  nChanged 3
		SP:Iteration 16Q (110546.750000 sec): 3 clusters
  Score: Raw -63743.929203 + Penalty 2033.118764 = -61710.810439
  nChanged 4
		SP:Iteration 17Q (110546.920000 sec): 3 clusters
  Score: Raw -63748.072813 + Penalty 2033.118764 = -61714.954049
  nChanged 4
		SP:Iteration 18Q (110547.100000 sec): 3 clusters
  Score: Raw -63753.833011 + Penalty 2033.118764 = -61720.714248
  nChanged 5
		SP:Iteration 19Q (110547.270000 sec): 3 clusters
  Score: Raw -63761.111668 + Penalty 2033.118764 = -61727.992905
  nChanged 3
		SP:Iteration 20F (110547.450000 sec): 3 clusters
  Score: Raw -63764.924015 + Penalty 2033.118764 = -61731.805252
  nChanged 1
		SP:Iteration 21Q (110547.630000 sec): 3 clusters
  Score: Raw -63766.725662 + Penalty 2033.118764 = -61733.606899
  nChanged 0
		SP:Iteration 22F (110547.800000 sec): 3 clusters
  Score: Raw -63766.725662 + Penalty 2033.118764 = -61733.606899
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 51 (13273 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (110547.910000 sec): 2 clusters
  Score: Raw -1682859.959403 + Penalty 1542.691666 = -1681317.267737
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (110548.220000 sec): 3 clusters
  Score: Raw -1675074.761186 + Penalty 3085.383332 = -1671989.377854
  nChanged 5814
		SP:Iteration 1F (110548.500000 sec): 3 clusters
  Score: Raw -1678264.870361 + Penalty 3085.383332 = -1675179.487029
  nChanged 749
		SP:Iteration 2F (110548.800000 sec): 3 clusters
  Score: Raw -1678530.604166 + Penalty 3085.383332 = -1675445.220834
  nChanged 583
		SP:Iteration 3Q (110549.080000 sec): 3 clusters
  Score: Raw -1678715.364474 + Penalty 3085.383332 = -1675629.981141
  nChanged 503
		SP:Iteration 4Q (110549.360000 sec): 3 clusters
  Score: Raw -1678872.115391 + Penalty 3085.383332 = -1675786.732059
  nChanged 458
		SP:Iteration 5Q (110549.650000 sec): 3 clusters
  Score: Raw -1679013.000538 + Penalty 3085.383332 = -1675927.617206
  nChanged 448
		SP:Iteration 6Q (110549.940000 sec): 3 clusters
  Score: Raw -1679171.900125 + Penalty 3085.383332 = -1676086.516793
  nChanged 480
		SP:Iteration 7Q (110550.230000 sec): 3 clusters
  Score: Raw -1679347.390783 + Penalty 3085.383332 = -1676262.007451
  nChanged 480
		SP:Iteration 8Q (110550.510000 sec): 3 clusters
  Score: Raw -1679558.713787 + Penalty 3085.383332 = -1676473.330455
  nChanged 574
		SP:Iteration 9Q (110550.800000 sec): 3 clusters
  Score: Raw -1679883.617399 + Penalty 3085.383332 = -1676798.234067
  nChanged 727
		SP:Iteration 10F (110551.080000 sec): 3 clusters
  Score: Raw -1680359.972726 + Penalty 3085.383332 = -1677274.589394
  nChanged 779
		SP:Iteration 11F (110551.370000 sec): 3 clusters
  Score: Raw -1680937.348557 + Penalty 3085.383332 = -1677851.965225
  nChanged 732
		SP:Iteration 12F (110551.610000 sec): 3 clusters
  Score: Raw -1681546.158171 + Penalty 3085.383332 = -1678460.774839
  nChanged 620
		SP:Iteration 13Q (110551.890000 sec): 3 clusters
  Score: Raw -1682112.676219 + Penalty 3085.383332 = -1679027.292887
  nChanged 438
		SP:Iteration 14Q (110552.130000 sec): 3 clusters
  Score: Raw -1682538.570390 + Penalty 3085.383332 = -1679453.187058
  nChanged 243
		SP:Iteration 15Q (110552.420000 sec): 3 clusters
  Score: Raw -1682776.322633 + Penalty 3085.383332 = -1679690.939301
  nChanged 107
		SP:Iteration 16Q (110552.660000 sec): 3 clusters
  Score: Raw -1682898.766598 + Penalty 3085.383332 = -1679813.383266
  nChanged 51
		SP:Iteration 17Q (110552.940000 sec): 3 clusters
  Score: Raw -1682965.087051 + Penalty 3085.383332 = -1679879.703719
  nChanged 22
		SP:Iteration 18Q (110553.180000 sec): 3 clusters
  Score: Raw -1682998.269760 + Penalty 3085.383332 = -1679912.886428
  nChanged 17
		SP:Iteration 19Q (110553.460000 sec): 3 clusters
  Score: Raw -1683018.401128 + Penalty 3085.383332 = -1679933.017796
  nChanged 7
		SP:Iteration 20F (110553.700000 sec): 3 clusters
  Score: Raw -1683034.123242 + Penalty 3085.383332 = -1679948.739910
  nChanged 6
		SP:Iteration 21Q (110553.990000 sec): 3 clusters
  Score: Raw -1683042.914773 + Penalty 3085.383332 = -1679957.531441
  nChanged 4
		SP:Iteration 22Q (110554.220000 sec): 3 clusters
  Score: Raw -1683050.760453 + Penalty 3085.383332 = -1679965.377121
  nChanged 6
		SP:Iteration 23Q (110554.470000 sec): 3 clusters
  Score: Raw -1683056.835853 + Penalty 3085.383332 = -1679971.452521
  nChanged 4
		SP:Iteration 24Q (110554.720000 sec): 3 clusters
  Score: Raw -1683059.784922 + Penalty 3085.383332 = -1679974.401590
  nChanged 3
		SP:Iteration 25Q (110554.950000 sec): 3 clusters
  Score: Raw -1683065.089022 + Penalty 3085.383332 = -1679979.705690
  nChanged 0
		SP:Iteration 26F (110555.210000 sec): 3 clusters
  Score: Raw -1683065.089022 + Penalty 3085.383332 = -1679979.705690
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 52 (161 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (110555.310000 sec): 2 clusters
  Score: Raw -12907.624373 + Penalty 825.728209 = -12081.896163
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (110555.370000 sec): 3 clusters
  Score: Raw -13038.877619 + Penalty 1651.456419 = -11387.421201
  nChanged 27
		SP:Iteration 1F (110555.370000 sec): 3 clusters
  Score: Raw -13165.869980 + Penalty 1651.456419 = -11514.413561
  nChanged 8
		SP:Iteration 2Q (110555.370000 sec): 3 clusters
  Score: Raw -13199.710852 + Penalty 1651.456419 = -11548.254433
  nChanged 3
		SP:Iteration 3Q (110555.380000 sec): 3 clusters
  Score: Raw -13235.131575 + Penalty 1651.456419 = -11583.675157
  nChanged 3
		SP:Iteration 4Q (110555.380000 sec): 3 clusters
  Score: Raw -13249.619567 + Penalty 1651.456419 = -11598.163148
  nChanged 1
		SP:Iteration 5Q (110555.390000 sec): 3 clusters
  Score: Raw -13258.564055 + Penalty 1651.456419 = -11607.107637
  nChanged 2
		SP:Iteration 6Q (110555.400000 sec): 3 clusters
  Score: Raw -13306.863356 + Penalty 1651.456419 = -11655.406937
  nChanged 1
		SP:Iteration 7Q (110555.410000 sec): 3 clusters
  Score: Raw -13309.223907 + Penalty 1651.456419 = -11657.767489
  nChanged 2
		SP:Iteration 8Q (110555.420000 sec): 3 clusters
  Score: Raw -13314.198011 + Penalty 1651.456419 = -11662.741592
  nChanged 1
		SP:Iteration 9Q (110555.430000 sec): 3 clusters
  Score: Raw -13317.060859 + Penalty 1651.456419 = -11665.604440
  nChanged 1
		SP:Iteration 10Q (110555.430000 sec): 3 clusters
  Score: Raw -13318.193991 + Penalty 1651.456419 = -11666.737572
  nChanged 0
		SP:Iteration 11F (110555.440000 sec): 3 clusters
  Score: Raw -13318.193991 + Penalty 1651.456419 = -11666.737572
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 53 (316 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (110555.480000 sec): 2 clusters
  Score: Raw -35791.683634 + Penalty 935.308110 = -34856.375524
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (110555.490000 sec): 3 clusters
  Score: Raw -35850.528735 + Penalty 1870.616219 = -33979.912516
  nChanged 60
		SP:Iteration 1F (110555.490000 sec): 3 clusters
  Score: Raw -35942.635396 + Penalty 1870.616219 = -34072.019176
  nChanged 15
		SP:Iteration 2Q (110555.500000 sec): 3 clusters
  Score: Raw -35970.581926 + Penalty 1870.616219 = -34099.965707
  nChanged 4
		SP:Iteration 3Q (110555.510000 sec): 3 clusters
  Score: Raw -35977.424749 + Penalty 1870.616219 = -34106.808530
  nChanged 0
		SP:Iteration 4F (110555.520000 sec): 3 clusters
  Score: Raw -35977.424749 + Penalty 1870.616219 = -34106.808530
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 54 (2241 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (110555.590000 sec): 2 clusters
  Score: Raw -250813.694061 + Penalty 1253.635089 = -249560.058972
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (110555.630000 sec): 3 clusters
  Score: Raw -249803.689828 + Penalty 2507.270179 = -247296.419649
  nChanged 833
		SP:Iteration 1F (110555.670000 sec): 3 clusters
  Score: Raw -250411.218204 + Penalty 2507.270179 = -247903.948025
  nChanged 248
		SP:Iteration 2F (110555.710000 sec): 3 clusters
  Score: Raw -250645.834798 + Penalty 2507.270179 = -248138.564619
  nChanged 150
		SP:Iteration 3F (110555.750000 sec): 3 clusters
  Score: Raw -250806.469298 + Penalty 2507.270179 = -248299.199119
  nChanged 104
		SP:Iteration 4Q (110555.790000 sec): 3 clusters
  Score: Raw -250934.990032 + Penalty 2507.270179 = -248427.719853
  nChanged 94
		SP:Iteration 5Q (110555.830000 sec): 3 clusters
  Score: Raw -251057.611350 + Penalty 2507.270179 = -248550.341171
  nChanged 89
		SP:Iteration 6Q (110555.880000 sec): 3 clusters
  Score: Raw -251143.536415 + Penalty 2507.270179 = -248636.266236
  nChanged 74
		SP:Iteration 7Q (110555.920000 sec): 3 clusters
  Score: Raw -251210.072663 + Penalty 2507.270179 = -248702.802484
  nChanged 52
		SP:Iteration 8Q (110555.960000 sec): 3 clusters
  Score: Raw -251262.317120 + Penalty 2507.270179 = -248755.046941
  nChanged 51
		SP:Iteration 9Q (110556.000000 sec): 3 clusters
  Score: Raw -251307.852689 + Penalty 2507.270179 = -248800.582510
  nChanged 45
		SP:Iteration 10Q (110556.040000 sec): 3 clusters
  Score: Raw -251339.640465 + Penalty 2507.270179 = -248832.370286
  nChanged 38
		SP:Iteration 11Q (110556.080000 sec): 3 clusters
  Score: Raw -251370.696553 + Penalty 2507.270179 = -248863.426374
  nChanged 39
		SP:Iteration 12Q (110556.130000 sec): 3 clusters
  Score: Raw -251409.239407 + Penalty 2507.270179 = -248901.969228
  nChanged 47
		SP:Iteration 13Q (110556.170000 sec): 3 clusters
  Score: Raw -251468.103228 + Penalty 2507.270179 = -248960.833049
  nChanged 50
		SP:Iteration 14Q (110556.210000 sec): 3 clusters
  Score: Raw -251524.701791 + Penalty 2507.270179 = -249017.431612
  nChanged 45
		SP:Iteration 15Q (110556.250000 sec): 3 clusters
  Score: Raw -251573.902537 + Penalty 2507.270179 = -249066.632358
  nChanged 37
		SP:Iteration 16Q (110556.370000 sec): 3 clusters
  Score: Raw -251606.761001 + Penalty 2507.270179 = -249099.490822
  nChanged 27
		SP:Iteration 17Q (110556.410000 sec): 3 clusters
  Score: Raw -251624.366840 + Penalty 2507.270179 = -249117.096661
  nChanged 17
		SP:Iteration 18Q (110556.460000 sec): 3 clusters
  Score: Raw -251637.937098 + Penalty 2507.270179 = -249130.666919
  nChanged 16
		SP:Iteration 19Q (110556.500000 sec): 3 clusters
  Score: Raw -251645.556244 + Penalty 2507.270179 = -249138.286065
  nChanged 6
		SP:Iteration 20F (110556.540000 sec): 3 clusters
  Score: Raw -251647.809719 + Penalty 2507.270179 = -249140.539540
  nChanged 2
		SP:Iteration 21Q (110556.580000 sec): 3 clusters
  Score: Raw -251649.284574 + Penalty 2507.270179 = -249142.014395
  nChanged 5
		SP:Iteration 22Q (110556.620000 sec): 3 clusters
  Score: Raw -251652.414223 + Penalty 2507.270179 = -249145.144044
  nChanged 8
		SP:Iteration 23Q (110556.660000 sec): 3 clusters
  Score: Raw -251656.995640 + Penalty 2507.270179 = -249149.725461
  nChanged 7
		SP:Iteration 24Q (110556.710000 sec): 3 clusters
  Score: Raw -251660.482326 + Penalty 2507.270179 = -249153.212147
  nChanged 3
		SP:Iteration 25Q (110556.750000 sec): 3 clusters
  Score: Raw -251661.721712 + Penalty 2507.270179 = -249154.451533
  nChanged 4
		SP:Iteration 26Q (110556.790000 sec): 3 clusters
  Score: Raw -251663.565904 + Penalty 2507.270179 = -249156.295725
  nChanged 2
		SP:Iteration 27Q (110556.830000 sec): 3 clusters
  Score: Raw -251664.363076 + Penalty 2507.270179 = -249157.092897
  nChanged 1
		SP:Iteration 28Q (110556.870000 sec): 3 clusters
  Score: Raw -251664.620295 + Penalty 2507.270179 = -249157.350116
  nChanged 0
		SP:Iteration 29F (110556.910000 sec): 3 clusters
  Score: Raw -251664.620295 + Penalty 2507.270179 = -249157.350116
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 55 (8600 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (110557.020000 sec): 2 clusters
  Score: Raw -1033659.800919 + Penalty 1472.171591 = -1032187.629328
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (110557.180000 sec): 3 clusters
  Score: Raw -1028890.934425 + Penalty 2944.343182 = -1025946.591244
  nChanged 3642
		SP:Iteration 1F (110557.360000 sec): 3 clusters
  Score: Raw -1030760.758696 + Penalty 2944.343182 = -1027816.415514
  nChanged 552
		SP:Iteration 2F (110557.550000 sec): 3 clusters
  Score: Raw -1031028.027506 + Penalty 2944.343182 = -1028083.684324
  nChanged 495
		SP:Iteration 3F (110557.750000 sec): 3 clusters
  Score: Raw -1031298.903970 + Penalty 2944.343182 = -1028354.560788
  nChanged 486
		SP:Iteration 4F (110557.950000 sec): 3 clusters
  Score: Raw -1031565.392808 + Penalty 2944.343182 = -1028621.049626
  nChanged 491
		SP:Iteration 5F (110558.130000 sec): 3 clusters
  Score: Raw -1031868.703699 + Penalty 2944.343182 = -1028924.360517
  nChanged 498
		SP:Iteration 6F (110558.330000 sec): 3 clusters
  Score: Raw -1032189.340155 + Penalty 2944.343182 = -1029244.996973
  nChanged 462
		SP:Iteration 7F (110558.530000 sec): 3 clusters
  Score: Raw -1032429.707601 + Penalty 2944.343182 = -1029485.364419
  nChanged 320
		SP:Iteration 8Q (110558.760000 sec): 3 clusters
  Score: Raw -1032587.234352 + Penalty 2944.343182 = -1029642.891170
  nChanged 280
		SP:Iteration 9Q (110558.950000 sec): 3 clusters
  Score: Raw -1032718.561607 + Penalty 2944.343182 = -1029774.218426
  nChanged 264
		SP:Iteration 10Q (110559.150000 sec): 3 clusters
  Score: Raw -1032827.051965 + Penalty 2944.343182 = -1029882.708783
  nChanged 244
		SP:Iteration 11Q (110559.340000 sec): 3 clusters
  Score: Raw -1032935.146241 + Penalty 2944.343182 = -1029990.803059
  nChanged 202
		SP:Iteration 12Q (110559.530000 sec): 3 clusters
  Score: Raw -1033011.395952 + Penalty 2944.343182 = -1030067.052771
  nChanged 166
		SP:Iteration 13Q (110559.730000 sec): 3 clusters
  Score: Raw -1033067.962806 + Penalty 2944.343182 = -1030123.619625
  nChanged 144
		SP:Iteration 14Q (110559.920000 sec): 3 clusters
  Score: Raw -1033119.310986 + Penalty 2944.343182 = -1030174.967804
  nChanged 138
		SP:Iteration 15Q (110560.110000 sec): 3 clusters
  Score: Raw -1033167.990103 + Penalty 2944.343182 = -1030223.646921
  nChanged 129
		SP:Iteration 16Q (110560.310000 sec): 3 clusters
  Score: Raw -1033208.359282 + Penalty 2944.343182 = -1030264.016100
  nChanged 112
		SP:Iteration 17Q (110560.510000 sec): 3 clusters
  Score: Raw -1033243.081593 + Penalty 2944.343182 = -1030298.738411
  nChanged 105
		SP:Iteration 18Q (110560.700000 sec): 3 clusters
  Score: Raw -1033276.763294 + Penalty 2944.343182 = -1030332.420112
  nChanged 95
		SP:Iteration 19Q (110560.890000 sec): 3 clusters
  Score: Raw -1033305.321355 + Penalty 2944.343182 = -1030360.978174
  nChanged 91
		SP:Iteration 20F (110561.070000 sec): 3 clusters
  Score: Raw -1033333.728506 + Penalty 2944.343182 = -1030389.385324
  nChanged 87
		SP:Iteration 21Q (110561.210000 sec): 3 clusters
  Score: Raw -1033364.374735 + Penalty 2944.343182 = -1030420.031553
  nChanged 85
		SP:Iteration 22Q (110561.400000 sec): 3 clusters
  Score: Raw -1033396.047056 + Penalty 2944.343182 = -1030451.703874
  nChanged 87
		SP:Iteration 23Q (110561.670000 sec): 3 clusters
  Score: Raw -1033431.940112 + Penalty 2944.343182 = -1030487.596930
  nChanged 101
		SP:Iteration 24Q (110561.830000 sec): 3 clusters
  Score: Raw -1033476.727883 + Penalty 2944.343182 = -1030532.384702
  nChanged 96
		SP:Iteration 25Q (110562.010000 sec): 3 clusters
  Score: Raw -1033512.260218 + Penalty 2944.343182 = -1030567.917036
  nChanged 93
		SP:Iteration 26Q (110562.210000 sec): 3 clusters
  Score: Raw -1033543.560330 + Penalty 2944.343182 = -1030599.217148
  nChanged 87
		SP:Iteration 27Q (110562.400000 sec): 3 clusters
  Score: Raw -1033574.892292 + Penalty 2944.343182 = -1030630.549110
  nChanged 81
		SP:Iteration 28Q (110562.590000 sec): 3 clusters
  Score: Raw -1033603.241655 + Penalty 2944.343182 = -1030658.898474
  nChanged 77
		SP:Iteration 29Q (110562.790000 sec): 3 clusters
  Score: Raw -1033631.722805 + Penalty 2944.343182 = -1030687.379623
  nChanged 79
		SP:Iteration 30Q (110562.980000 sec): 3 clusters
  Score: Raw -1033659.421873 + Penalty 2944.343182 = -1030715.078691
  nChanged 77
		SP:Iteration 31Q (110563.180000 sec): 3 clusters
  Score: Raw -1033688.433196 + Penalty 2944.343182 = -1030744.090014
  nChanged 66
		SP:Iteration 32Q (110563.370000 sec): 3 clusters
  Score: Raw -1033718.670747 + Penalty 2944.343182 = -1030774.327566
  nChanged 67
		SP:Iteration 33Q (110563.560000 sec): 3 clusters
  Score: Raw -1033755.459807 + Penalty 2944.343182 = -1030811.116625
  nChanged 86
		SP:Iteration 34Q (110563.760000 sec): 3 clusters
  Score: Raw -1033802.021426 + Penalty 2944.343182 = -1030857.678244
  nChanged 90
		SP:Iteration 35Q (110563.950000 sec): 3 clusters
  Score: Raw -1033842.735057 + Penalty 2944.343182 = -1030898.391876
  nChanged 78
		SP:Iteration 36Q (110564.140000 sec): 3 clusters
  Score: Raw -1033883.924039 + Penalty 2944.343182 = -1030939.580858
  nChanged 81
		SP:Iteration 37Q (110564.340000 sec): 3 clusters
  Score: Raw -1033916.969945 + Penalty 2944.343182 = -1030972.626763
  nChanged 68
		SP:Iteration 38Q (110564.530000 sec): 3 clusters
  Score: Raw -1033945.075591 + Penalty 2944.343182 = -1031000.732410
  nChanged 63
		SP:Iteration 39Q (110564.730000 sec): 3 clusters
  Score: Raw -1033972.148477 + Penalty 2944.343182 = -1031027.805296
  nChanged 65
		SP:Iteration 40F (110564.930000 sec): 3 clusters
  Score: Raw -1033999.124058 + Penalty 2944.343182 = -1031054.780877
  nChanged 66
		SP:Iteration 41Q (110565.160000 sec): 3 clusters
  Score: Raw -1034028.272792 + Penalty 2944.343182 = -1031083.929610
  nChanged 66
		SP:Iteration 42Q (110565.350000 sec): 3 clusters
  Score: Raw -1034051.388987 + Penalty 2944.343182 = -1031107.045806
  nChanged 44
		SP:Iteration 43Q (110565.540000 sec): 3 clusters
  Score: Raw -1034065.878223 + Penalty 2944.343182 = -1031121.535041
  nChanged 43
		SP:Iteration 44Q (110565.730000 sec): 3 clusters
  Score: Raw -1034078.098110 + Penalty 2944.343182 = -1031133.754929
  nChanged 38
		SP:Iteration 45Q (110565.930000 sec): 3 clusters
  Score: Raw -1034088.557895 + Penalty 2944.343182 = -1031144.214714
  nChanged 36
		SP:Iteration 46Q (110566.120000 sec): 3 clusters
  Score: Raw -1034097.917564 + Penalty 2944.343182 = -1031153.574382
  nChanged 26
		SP:Iteration 47Q (110566.320000 sec): 3 clusters
  Score: Raw -1034106.260256 + Penalty 2944.343182 = -1031161.917074
  nChanged 31
		SP:Iteration 48Q (110566.510000 sec): 3 clusters
  Score: Raw -1034115.593929 + Penalty 2944.343182 = -1031171.250747
  nChanged 27
		SP:Iteration 49Q (110566.700000 sec): 3 clusters
  Score: Raw -1034122.580676 + Penalty 2944.343182 = -1031178.237495
  nChanged 18
		SP:Iteration 50Q (110566.900000 sec): 3 clusters
  Score: Raw -1034126.621560 + Penalty 2944.343182 = -1031182.278378
  nChanged 21
		SP:Iteration 51Q (110567.090000 sec): 3 clusters
  Score: Raw -1034132.239684 + Penalty 2944.343182 = -1031187.896502
  nChanged 18
		SP:Iteration 52Q (110567.280000 sec): 3 clusters
  Score: Raw -1034137.219411 + Penalty 2944.343182 = -1031192.876229
  nChanged 20
		SP:Iteration 53Q (110567.480000 sec): 3 clusters
  Score: Raw -1034142.289442 + Penalty 2944.343182 = -1031197.946260
  nChanged 18
		SP:Iteration 54Q (110567.680000 sec): 3 clusters
  Score: Raw -1034148.150453 + Penalty 2944.343182 = -1031203.807271
  nChanged 21
		SP:Iteration 55Q (110567.860000 sec): 3 clusters
  Score: Raw -1034153.118842 + Penalty 2944.343182 = -1031208.775660
  nChanged 21
		SP:Iteration 56Q (110568.060000 sec): 3 clusters
  Score: Raw -1034158.462949 + Penalty 2944.343182 = -1031214.119767
  nChanged 16
		SP:Iteration 57Q (110568.330000 sec): 3 clusters
  Score: Raw -1034162.530393 + Penalty 2944.343182 = -1031218.187211
  nChanged 15
		SP:Iteration 58Q (110568.530000 sec): 3 clusters
  Score: Raw -1034165.829864 + Penalty 2944.343182 = -1031221.486682
  nChanged 12
		SP:Iteration 59Q (110568.730000 sec): 3 clusters
  Score: Raw -1034169.960421 + Penalty 2944.343182 = -1031225.617240
  nChanged 20
		SP:Iteration 60F (110568.910000 sec): 3 clusters
  Score: Raw -1034175.491934 + Penalty 2944.343182 = -1031231.148752
  nChanged 22
		SP:Iteration 61Q (110569.110000 sec): 3 clusters
  Score: Raw -1034181.402286 + Penalty 2944.343182 = -1031237.059104
  nChanged 14
		SP:Iteration 62Q (110569.300000 sec): 3 clusters
  Score: Raw -1034184.974443 + Penalty 2944.343182 = -1031240.631261
  nChanged 14
		SP:Iteration 63Q (110569.490000 sec): 3 clusters
  Score: Raw -1034187.912368 + Penalty 2944.343182 = -1031243.569187
  nChanged 10
		SP:Iteration 64Q (110569.690000 sec): 3 clusters
  Score: Raw -1034190.018274 + Penalty 2944.343182 = -1031245.675092
  nChanged 9
		SP:Iteration 65Q (110569.880000 sec): 3 clusters
  Score: Raw -1034191.502050 + Penalty 2944.343182 = -1031247.158868
  nChanged 7
		SP:Iteration 66Q (110570.070000 sec): 3 clusters
  Score: Raw -1034192.587046 + Penalty 2944.343182 = -1031248.243864
  nChanged 7
		SP:Iteration 67Q (110570.270000 sec): 3 clusters
  Score: Raw -1034193.782143 + Penalty 2944.343182 = -1031249.438962
  nChanged 7
		SP:Iteration 68Q (110570.460000 sec): 3 clusters
  Score: Raw -1034194.572386 + Penalty 2944.343182 = -1031250.229204
  nChanged 6
		SP:Iteration 69Q (110570.650000 sec): 3 clusters
  Score: Raw -1034195.649160 + Penalty 2944.343182 = -1031251.305979
  nChanged 4
		SP:Iteration 70Q (110570.880000 sec): 3 clusters
  Score: Raw -1034196.216168 + Penalty 2944.343182 = -1031251.872986
  nChanged 7
		SP:Iteration 71Q (110571.080000 sec): 3 clusters
  Score: Raw -1034197.455703 + Penalty 2944.343182 = -1031253.112522
  nChanged 8
		SP:Iteration 72Q (110571.270000 sec): 3 clusters
  Score: Raw -1034199.057597 + Penalty 2944.343182 = -1031254.714415
  nChanged 8
		SP:Iteration 73Q (110571.460000 sec): 3 clusters
  Score: Raw -1034200.746657 + Penalty 2944.343182 = -1031256.403475
  nChanged 3
		SP:Iteration 74Q (110571.660000 sec): 3 clusters
  Score: Raw -1034201.139624 + Penalty 2944.343182 = -1031256.796443
  nChanged 2
		SP:Iteration 75Q (110571.900000 sec): 3 clusters
  Score: Raw -1034201.412800 + Penalty 2944.343182 = -1031257.069618
  nChanged 6
		SP:Iteration 76Q (110572.090000 sec): 3 clusters
  Score: Raw -1034202.321863 + Penalty 2944.343182 = -1031257.978682
  nChanged 5
		SP:Iteration 77Q (110572.280000 sec): 3 clusters
  Score: Raw -1034203.342406 + Penalty 2944.343182 = -1031258.999224
  nChanged 7
		SP:Iteration 78Q (110572.480000 sec): 3 clusters
  Score: Raw -1034205.104082 + Penalty 2944.343182 = -1031260.760900
  nChanged 8
		SP:Iteration 79Q (110572.670000 sec): 3 clusters
  Score: Raw -1034206.574091 + Penalty 2944.343182 = -1031262.230910
  nChanged 9
		SP:Iteration 80F (110572.860000 sec): 3 clusters
  Score: Raw -1034208.055578 + Penalty 2944.343182 = -1031263.712396
  nChanged 7
		SP:Iteration 81Q (110573.060000 sec): 3 clusters
  Score: Raw -1034209.259285 + Penalty 2944.343182 = -1031264.916103
  nChanged 2
		SP:Iteration 82Q (110573.260000 sec): 3 clusters
  Score: Raw -1034209.557814 + Penalty 2944.343182 = -1031265.214632
  nChanged 2
		SP:Iteration 83Q (110573.450000 sec): 3 clusters
  Score: Raw -1034209.705884 + Penalty 2944.343182 = -1031265.362702
  nChanged 1
		SP:Iteration 84Q (110573.640000 sec): 3 clusters
  Score: Raw -1034209.872675 + Penalty 2944.343182 = -1031265.529493
  nChanged 3
		SP:Iteration 85Q (110573.840000 sec): 3 clusters
  Score: Raw -1034210.228776 + Penalty 2944.343182 = -1031265.885594
  nChanged 3
		SP:Iteration 86Q (110574.030000 sec): 3 clusters
  Score: Raw -1034210.797226 + Penalty 2944.343182 = -1031266.454044
  nChanged 6
		SP:Iteration 87Q (110574.230000 sec): 3 clusters
  Score: Raw -1034211.802392 + Penalty 2944.343182 = -1031267.459210
  nChanged 8
		SP:Iteration 88Q (110574.420000 sec): 3 clusters
  Score: Raw -1034213.998065 + Penalty 2944.343182 = -1031269.654883
  nChanged 8
		SP:Iteration 89Q (110574.620000 sec): 3 clusters
  Score: Raw -1034217.029928 + Penalty 2944.343182 = -1031272.686746
  nChanged 15
		SP:Iteration 90Q (110574.810000 sec): 3 clusters
  Score: Raw -1034220.472865 + Penalty 2944.343182 = -1031276.129683
  nChanged 13
		SP:Iteration 91Q (110575.010000 sec): 3 clusters
  Score: Raw -1034223.895240 + Penalty 2944.343182 = -1031279.552058
  nChanged 13
		SP:Iteration 92Q (110575.200000 sec): 3 clusters
  Score: Raw -1034226.621554 + Penalty 2944.343182 = -1031282.278372
  nChanged 11
		SP:Iteration 93Q (110575.390000 sec): 3 clusters
  Score: Raw -1034229.259454 + Penalty 2944.343182 = -1031284.916272
  nChanged 10
		SP:Iteration 94Q (110575.590000 sec): 3 clusters
  Score: Raw -1034231.709008 + Penalty 2944.343182 = -1031287.365826
  nChanged 6
		SP:Iteration 95Q (110575.780000 sec): 3 clusters
  Score: Raw -1034233.181061 + Penalty 2944.343182 = -1031288.837879
  nChanged 10
		SP:Iteration 96Q (110575.980000 sec): 3 clusters
  Score: Raw -1034235.791635 + Penalty 2944.343182 = -1031291.448453
  nChanged 13
		SP:Iteration 97Q (110576.180000 sec): 3 clusters
  Score: Raw -1034238.288058 + Penalty 2944.343182 = -1031293.944876
  nChanged 10
		SP:Iteration 98Q (110576.370000 sec): 3 clusters
  Score: Raw -1034240.402034 + Penalty 2944.343182 = -1031296.058852
  nChanged 9
		SP:Iteration 99Q (110576.560000 sec): 3 clusters
  Score: Raw -1034242.104627 + Penalty 2944.343182 = -1031297.761445
  nChanged 8
		SP:Iteration 100F (110576.760000 sec): 3 clusters
  Score: Raw -1034244.122293 + Penalty 2944.343182 = -1031299.779111
  nChanged 9
		SP:Iteration 101Q (110576.950000 sec): 3 clusters
  Score: Raw -1034246.629800 + Penalty 2944.343182 = -1031302.286618
  nChanged 14
		SP:Iteration 102Q (110577.140000 sec): 3 clusters
  Score: Raw -1034249.605584 + Penalty 2944.343182 = -1031305.262402
  nChanged 10
		SP:Iteration 103Q (110577.340000 sec): 3 clusters
  Score: Raw -1034251.894891 + Penalty 2944.343182 = -1031307.551709
  nChanged 13
		SP:Iteration 104Q (110577.530000 sec): 3 clusters
  Score: Raw -1034254.637665 + Penalty 2944.343182 = -1031310.294483
  nChanged 8
		SP:Iteration 105Q (110577.720000 sec): 3 clusters
  Score: Raw -1034256.525463 + Penalty 2944.343182 = -1031312.182282
  nChanged 8
		SP:Iteration 106Q (110577.920000 sec): 3 clusters
  Score: Raw -1034258.948989 + Penalty 2944.343182 = -1031314.605807
  nChanged 6
		SP:Iteration 107Q (110578.110000 sec): 3 clusters
  Score: Raw -1034260.327823 + Penalty 2944.343182 = -1031315.984641
  nChanged 2
		SP:Iteration 108Q (110578.300000 sec): 3 clusters
  Score: Raw -1034260.590214 + Penalty 2944.343182 = -1031316.247032
  nChanged 3
		SP:Iteration 109Q (110578.500000 sec): 3 clusters
  Score: Raw -1034261.020769 + Penalty 2944.343182 = -1031316.677587
  nChanged 2
		SP:Iteration 110Q (110578.690000 sec): 3 clusters
  Score: Raw -1034261.317966 + Penalty 2944.343182 = -1031316.974785
  nChanged 2
		SP:Iteration 111Q (110578.890000 sec): 3 clusters
  Score: Raw -1034261.735125 + Penalty 2944.343182 = -1031317.391943
  nChanged 2
		SP:Iteration 112Q (110579.080000 sec): 3 clusters
  Score: Raw -1034262.107817 + Penalty 2944.343182 = -1031317.764635
  nChanged 2
		SP:Iteration 113Q (110579.190000 sec): 3 clusters
  Score: Raw -1034262.362445 + Penalty 2944.343182 = -1031318.019263
  nChanged 0
		SP:Iteration 114F (110579.320000 sec): 3 clusters
  Score: Raw -1034262.362445 + Penalty 2944.343182 = -1031318.019263
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 56 (109 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (110579.380000 sec): 2 clusters
  Score: Raw -6567.019590 + Penalty 762.344031 = -5804.675559
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (110579.380000 sec): 3 clusters
  Score: Raw -6739.107906 + Penalty 1524.688062 = -5214.419844
  nChanged 12
		SP:Iteration 1F (110579.390000 sec): 3 clusters
  Score: Raw -6802.143403 + Penalty 1524.688062 = -5277.455341
  nChanged 3
		SP:Iteration 2Q (110579.400000 sec): 3 clusters
  Score: Raw -6815.990639 + Penalty 1524.688062 = -5291.302577
  nChanged 0
		SP:Iteration 3F (110579.400000 sec): 3 clusters
  Score: Raw -6815.990639 + Penalty 1524.688062 = -5291.302577
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 57 (4043 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (110579.540000 sec): 2 clusters
  Score: Raw -492020.363224 + Penalty 1349.520619 = -490670.842606
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (110579.700000 sec): 3 clusters
  Score: Raw -489976.690595 + Penalty 2699.041238 = -487277.649357
  nChanged 1589
		SP:Iteration 1F (110579.880000 sec): 3 clusters
  Score: Raw -490868.942168 + Penalty 2699.041238 = -488169.900930
  nChanged 300
		SP:Iteration 2F (110580.060000 sec): 3 clusters
  Score: Raw -491015.261904 + Penalty 2699.041238 = -488316.220666
  nChanged 189
		SP:Iteration 3Q (110580.140000 sec): 3 clusters
  Score: Raw -491107.677182 + Penalty 2699.041238 = -488408.635944
  nChanged 141
		SP:Iteration 4Q (110580.220000 sec): 3 clusters
  Score: Raw -491172.398439 + Penalty 2699.041238 = -488473.357201
  nChanged 93
		SP:Iteration 5Q (110580.300000 sec): 3 clusters
  Score: Raw -491205.067355 + Penalty 2699.041238 = -488506.026117
  nChanged 78
		SP:Iteration 6Q (110580.380000 sec): 3 clusters
  Score: Raw -491239.220960 + Penalty 2699.041238 = -488540.179722
  nChanged 83
		SP:Iteration 7Q (110580.460000 sec): 3 clusters
  Score: Raw -491271.677435 + Penalty 2699.041238 = -488572.636197
  nChanged 79
		SP:Iteration 8Q (110580.540000 sec): 3 clusters
  Score: Raw -491304.014368 + Penalty 2699.041238 = -488604.973131
  nChanged 77
		SP:Iteration 9Q (110580.620000 sec): 3 clusters
  Score: Raw -491334.994785 + Penalty 2699.041238 = -488635.953547
  nChanged 77
		SP:Iteration 10Q (110580.700000 sec): 3 clusters
  Score: Raw -491366.688470 + Penalty 2699.041238 = -488667.647232
  nChanged 71
		SP:Iteration 11Q (110580.780000 sec): 3 clusters
  Score: Raw -491396.309539 + Penalty 2699.041238 = -488697.268302
  nChanged 64
		SP:Iteration 12Q (110580.860000 sec): 3 clusters
  Score: Raw -491422.610955 + Penalty 2699.041238 = -488723.569717
  nChanged 69
		SP:Iteration 13Q (110580.940000 sec): 3 clusters
  Score: Raw -491452.582906 + Penalty 2699.041238 = -488753.541669
  nChanged 75
		SP:Iteration 14Q (110581.020000 sec): 3 clusters
  Score: Raw -491485.737315 + Penalty 2699.041238 = -488786.696077
  nChanged 75
		SP:Iteration 15Q (110581.100000 sec): 3 clusters
  Score: Raw -491519.191392 + Penalty 2699.041238 = -488820.150154
  nChanged 78
		SP:Iteration 16Q (110581.180000 sec): 3 clusters
  Score: Raw -491553.244711 + Penalty 2699.041238 = -488854.203474
  nChanged 76
		SP:Iteration 17Q (110581.260000 sec): 3 clusters
  Score: Raw -491587.355148 + Penalty 2699.041238 = -488888.313910
  nChanged 75
		SP:Iteration 18Q (110581.340000 sec): 3 clusters
  Score: Raw -491626.160295 + Penalty 2699.041238 = -488927.119058
  nChanged 95
		SP:Iteration 19Q (110581.420000 sec): 3 clusters
  Score: Raw -491677.711362 + Penalty 2699.041238 = -488978.670124
  nChanged 100
		SP:Iteration 20F (110581.500000 sec): 3 clusters
  Score: Raw -491737.389364 + Penalty 2699.041238 = -489038.348127
  nChanged 90
		SP:Iteration 21Q (110581.580000 sec): 3 clusters
  Score: Raw -491789.853420 + Penalty 2699.041238 = -489090.812183
  nChanged 87
		SP:Iteration 22Q (110581.700000 sec): 3 clusters
  Score: Raw -491846.230185 + Penalty 2699.041238 = -489147.188948
  nChanged 84
		SP:Iteration 23Q (110581.780000 sec): 3 clusters
  Score: Raw -491900.866694 + Penalty 2699.041238 = -489201.825456
  nChanged 74
		SP:Iteration 24Q (110581.860000 sec): 3 clusters
  Score: Raw -491957.648108 + Penalty 2699.041238 = -489258.606871
  nChanged 67
		SP:Iteration 25Q (110581.930000 sec): 3 clusters
  Score: Raw -491997.822496 + Penalty 2699.041238 = -489298.781258
  nChanged 47
		SP:Iteration 26Q (110582.010000 sec): 3 clusters
  Score: Raw -492030.085057 + Penalty 2699.041238 = -489331.043819
  nChanged 34
		SP:Iteration 27Q (110582.090000 sec): 3 clusters
  Score: Raw -492054.273644 + Penalty 2699.041238 = -489355.232406
  nChanged 33
		SP:Iteration 28Q (110582.210000 sec): 3 clusters
  Score: Raw -492080.456020 + Penalty 2699.041238 = -489381.414783
  nChanged 28
		SP:Iteration 29Q (110582.350000 sec): 3 clusters
  Score: Raw -492103.995745 + Penalty 2699.041238 = -489404.954508
  nChanged 21
		SP:Iteration 30Q (110582.430000 sec): 3 clusters
  Score: Raw -492116.163565 + Penalty 2699.041238 = -489417.122327
  nChanged 14
		SP:Iteration 31Q (110582.500000 sec): 3 clusters
  Score: Raw -492127.976798 + Penalty 2699.041238 = -489428.935560
  nChanged 19
		SP:Iteration 32Q (110582.570000 sec): 3 clusters
  Score: Raw -492143.071369 + Penalty 2699.041238 = -489444.030131
  nChanged 15
		SP:Iteration 33Q (110582.640000 sec): 3 clusters
  Score: Raw -492157.788590 + Penalty 2699.041238 = -489458.747353
  nChanged 9
		SP:Iteration 34Q (110582.710000 sec): 3 clusters
  Score: Raw -492163.992640 + Penalty 2699.041238 = -489464.951402
  nChanged 9
		SP:Iteration 35Q (110582.790000 sec): 3 clusters
  Score: Raw -492173.345043 + Penalty 2699.041238 = -489474.303806
  nChanged 7
		SP:Iteration 36Q (110582.860000 sec): 3 clusters
  Score: Raw -492177.487660 + Penalty 2699.041238 = -489478.446422
  nChanged 3
		SP:Iteration 37Q (110582.930000 sec): 3 clusters
  Score: Raw -492180.250507 + Penalty 2699.041238 = -489481.209269
  nChanged 3
		SP:Iteration 38Q (110583.000000 sec): 3 clusters
  Score: Raw -492183.497253 + Penalty 2699.041238 = -489484.456016
  nChanged 6
		SP:Iteration 39Q (110583.070000 sec): 3 clusters
  Score: Raw -492188.332508 + Penalty 2699.041238 = -489489.291271
  nChanged 6
		SP:Iteration 40F (110583.150000 sec): 3 clusters
  Score: Raw -492194.802655 + Penalty 2699.041238 = -489495.761418
  nChanged 7
		SP:Iteration 41Q (110583.220000 sec): 3 clusters
  Score: Raw -492199.187275 + Penalty 2699.041238 = -489500.146038
  nChanged 4
		SP:Iteration 42Q (110583.290000 sec): 3 clusters
  Score: Raw -492202.001357 + Penalty 2699.041238 = -489502.960119
  nChanged 1
		SP:Iteration 43Q (110583.360000 sec): 3 clusters
  Score: Raw -492203.333334 + Penalty 2699.041238 = -489504.292097
  nChanged 1
		SP:Iteration 44Q (110583.430000 sec): 3 clusters
  Score: Raw -492204.524038 + Penalty 2699.041238 = -489505.482800
  nChanged 1
		SP:Iteration 45Q (110583.510000 sec): 3 clusters
  Score: Raw -492205.330504 + Penalty 2699.041238 = -489506.289266
  nChanged 1
		SP:Iteration 46Q (110583.580000 sec): 3 clusters
  Score: Raw -492206.752886 + Penalty 2699.041238 = -489507.711648
  nChanged 3
		SP:Iteration 47Q (110583.650000 sec): 3 clusters
  Score: Raw -492209.851045 + Penalty 2699.041238 = -489510.809808
  nChanged 3
		SP:Iteration 48Q (110583.720000 sec): 3 clusters
  Score: Raw -492211.964649 + Penalty 2699.041238 = -489512.923412
  nChanged 1
		SP:Iteration 49Q (110583.790000 sec): 3 clusters
  Score: Raw -492213.587164 + Penalty 2699.041238 = -489514.545927
  nChanged 3
		SP:Iteration 50Q (110583.870000 sec): 3 clusters
  Score: Raw -492217.256110 + Penalty 2699.041238 = -489518.214873
  nChanged 2
		SP:Iteration 51Q (110583.940000 sec): 3 clusters
  Score: Raw -492221.253242 + Penalty 2699.041238 = -489522.212005
  nChanged 2
		SP:Iteration 52Q (110584.010000 sec): 3 clusters
  Score: Raw -492223.348090 + Penalty 2699.041238 = -489524.306852
  nChanged 1
		SP:Iteration 53Q (110584.080000 sec): 3 clusters
  Score: Raw -492223.907827 + Penalty 2699.041238 = -489524.866589
  nChanged 1
		SP:Iteration 54Q (110584.150000 sec): 3 clusters
  Score: Raw -492224.608611 + Penalty 2699.041238 = -489525.567373
  nChanged 0
		SP:Iteration 55F (110584.230000 sec): 3 clusters
  Score: Raw -492224.608611 + Penalty 2699.041238 = -489525.567373
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 58 (257 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (110584.300000 sec): 2 clusters
  Score: Raw -22479.329543 + Penalty 901.724864 = -21577.604679
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (110584.480000 sec): 3 clusters
  Score: Raw -22562.761841 + Penalty 1803.449728 = -20759.312114
  nChanged 44
		SP:Iteration 1F (110584.650000 sec): 3 clusters
  Score: Raw -22674.701934 + Penalty 1803.449728 = -20871.252207
  nChanged 8
		SP:Iteration 2Q (110584.830000 sec): 3 clusters
  Score: Raw -22695.792596 + Penalty 1803.449728 = -20892.342869
  nChanged 6
		SP:Iteration 3Q (110585.010000 sec): 3 clusters
  Score: Raw -22708.492032 + Penalty 1803.449728 = -20905.042305
  nChanged 4
		SP:Iteration 4Q (110585.190000 sec): 3 clusters
  Score: Raw -22717.938722 + Penalty 1803.449728 = -20914.488994
  nChanged 2
		SP:Iteration 5Q (110585.330000 sec): 3 clusters
  Score: Raw -22734.147880 + Penalty 1803.449728 = -20930.698153
  nChanged 4
		SP:Iteration 6Q (110585.490000 sec): 3 clusters
  Score: Raw -22769.048002 + Penalty 1803.449728 = -20965.598274
  nChanged 0
		SP:Iteration 7F (110585.650000 sec): 3 clusters
  Score: Raw -22769.048002 + Penalty 1803.449728 = -20965.598274
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 59 (109 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (110585.730000 sec): 2 clusters
  Score: Raw -5540.342475 + Penalty 762.344031 = -4777.998444
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (110585.890000 sec): 3 clusters
  Score: Raw -5763.211213 + Penalty 1524.688062 = -4238.523152
  nChanged 9
		SP:Iteration 1F (110586.060000 sec): 3 clusters
  Score: Raw -5830.803924 + Penalty 1524.688062 = -4306.115862
  nChanged 2
		SP:Iteration 2Q (110586.240000 sec): 3 clusters
  Score: Raw -5849.944346 + Penalty 1524.688062 = -4325.256284
  nChanged 0
		SP:Iteration 3F (110586.410000 sec): 3 clusters
  Score: Raw -5849.944346 + Penalty 1524.688062 = -4325.256284
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 60 (183 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (110586.480000 sec): 2 clusters
  Score: Raw -22152.204556 + Penalty 846.541500 = -21305.663056
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (110586.650000 sec): 3 clusters
  Score: Raw -22254.404934 + Penalty 1693.083000 = -20561.321935
  nChanged 19
		SP:Iteration 1F (110586.830000 sec): 3 clusters
  Score: Raw -22320.672076 + Penalty 1693.083000 = -20627.589076
  nChanged 4
		SP:Iteration 2Q (110587.010000 sec): 3 clusters
  Score: Raw -22333.596665 + Penalty 1693.083000 = -20640.513665
  nChanged 2
		SP:Iteration 3Q (110587.180000 sec): 3 clusters
  Score: Raw -22340.069860 + Penalty 1693.083000 = -20646.986861
  nChanged 0
		SP:Iteration 4F (110587.270000 sec): 3 clusters
  Score: Raw -22340.069860 + Penalty 1693.083000 = -20646.986861
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 61 (3877 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (110587.400000 sec): 2 clusters
  Score: Raw -433755.606605 + Penalty 1342.707752 = -432412.898853
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (110587.550000 sec): 3 clusters
  Score: Raw -431792.669054 + Penalty 2685.415505 = -429107.253549
  nChanged 1542
		SP:Iteration 1F (110587.730000 sec): 3 clusters
  Score: Raw -432813.772568 + Penalty 2685.415505 = -430128.357063
  nChanged 350
		SP:Iteration 2F (110587.910000 sec): 3 clusters
  Score: Raw -433082.970577 + Penalty 2685.415505 = -430397.555072
  nChanged 252
		SP:Iteration 3F (110588.080000 sec): 3 clusters
  Score: Raw -433280.202380 + Penalty 2685.415505 = -430594.786875
  nChanged 194
		SP:Iteration 4F (110588.260000 sec): 3 clusters
  Score: Raw -433428.875698 + Penalty 2685.415505 = -430743.460194
  nChanged 157
		SP:Iteration 5Q (110588.430000 sec): 3 clusters
  Score: Raw -433546.743288 + Penalty 2685.415505 = -430861.327783
  nChanged 159
		SP:Iteration 6Q (110588.610000 sec): 3 clusters
  Score: Raw -433674.168701 + Penalty 2685.415505 = -430988.753196
  nChanged 149
		SP:Iteration 7Q (110588.790000 sec): 3 clusters
  Score: Raw -433815.270866 + Penalty 2685.415505 = -431129.855362
  nChanged 158
		SP:Iteration 8Q (110588.960000 sec): 3 clusters
  Score: Raw -433949.585033 + Penalty 2685.415505 = -431264.169528
  nChanged 145
		SP:Iteration 9Q (110589.140000 sec): 3 clusters
  Score: Raw -434102.403540 + Penalty 2685.415505 = -431416.988035
  nChanged 133
		SP:Iteration 10Q (110589.310000 sec): 3 clusters
  Score: Raw -434213.419709 + Penalty 2685.415505 = -431528.004205
  nChanged 124
		SP:Iteration 11Q (110589.490000 sec): 3 clusters
  Score: Raw -434292.662528 + Penalty 2685.415505 = -431607.247023
  nChanged 111
		SP:Iteration 12Q (110589.670000 sec): 3 clusters
  Score: Raw -434370.835311 + Penalty 2685.415505 = -431685.419806
  nChanged 98
		SP:Iteration 13Q (110589.840000 sec): 3 clusters
  Score: Raw -434436.627106 + Penalty 2685.415505 = -431751.211601
  nChanged 80
		SP:Iteration 14Q (110590.020000 sec): 3 clusters
  Score: Raw -434481.102175 + Penalty 2685.415505 = -431795.686670
  nChanged 53
		SP:Iteration 15Q (110590.190000 sec): 3 clusters
  Score: Raw -434499.525704 + Penalty 2685.415505 = -431814.110200
  nChanged 30
		SP:Iteration 16Q (110590.370000 sec): 3 clusters
  Score: Raw -434510.068022 + Penalty 2685.415505 = -431824.652517
  nChanged 29
		SP:Iteration 17Q (110590.540000 sec): 3 clusters
  Score: Raw -434520.372191 + Penalty 2685.415505 = -431834.956686
  nChanged 25
		SP:Iteration 18Q (110590.720000 sec): 3 clusters
  Score: Raw -434528.084721 + Penalty 2685.415505 = -431842.669216
  nChanged 18
		SP:Iteration 19Q (110590.890000 sec): 3 clusters
  Score: Raw -434531.887535 + Penalty 2685.415505 = -431846.472030
  nChanged 10
		SP:Iteration 20F (110591.070000 sec): 3 clusters
  Score: Raw -434535.190412 + Penalty 2685.415505 = -431849.774908
  nChanged 7
		SP:Iteration 21Q (110591.250000 sec): 3 clusters
  Score: Raw -434537.207414 + Penalty 2685.415505 = -431851.791909
  nChanged 5
		SP:Iteration 22Q (110591.320000 sec): 3 clusters
  Score: Raw -434538.234299 + Penalty 2685.415505 = -431852.818794
  nChanged 4
		SP:Iteration 23Q (110591.390000 sec): 3 clusters
  Score: Raw -434539.061573 + Penalty 2685.415505 = -431853.646068
  nChanged 4
		SP:Iteration 24Q (110591.460000 sec): 3 clusters
  Score: Raw -434540.083112 + Penalty 2685.415505 = -431854.667607
  nChanged 2
		SP:Iteration 25Q (110591.530000 sec): 3 clusters
  Score: Raw -434540.308519 + Penalty 2685.415505 = -431854.893014
  nChanged 1
		SP:Iteration 26Q (110591.600000 sec): 3 clusters
  Score: Raw -434540.374301 + Penalty 2685.415505 = -431854.958796
  nChanged 0
		SP:Iteration 27F (110591.670000 sec): 3 clusters
  Score: Raw -434540.374301 + Penalty 2685.415505 = -431854.958796
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 62 (950 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (110591.730000 sec): 2 clusters
  Score: Raw -110421.686686 + Penalty 1114.175072 = -109307.511613
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (110591.750000 sec): 3 clusters
  Score: Raw -110146.194429 + Penalty 2228.350145 = -107917.844284
  nChanged 248
		SP:Iteration 1F (110591.770000 sec): 3 clusters
  Score: Raw -110339.943880 + Penalty 2228.350145 = -108111.593735
  nChanged 59
		SP:Iteration 2F (110591.790000 sec): 3 clusters
  Score: Raw -110397.725365 + Penalty 2228.350145 = -108169.375220
  nChanged 31
		SP:Iteration 3Q (110591.820000 sec): 3 clusters
  Score: Raw -110435.490596 + Penalty 2228.350145 = -108207.140451
  nChanged 28
		SP:Iteration 4Q (110591.840000 sec): 3 clusters
  Score: Raw -110468.140652 + Penalty 2228.350145 = -108239.790507
  nChanged 16
		SP:Iteration 5Q (110591.870000 sec): 3 clusters
  Score: Raw -110491.228480 + Penalty 2228.350145 = -108262.878335
  nChanged 18
		SP:Iteration 6Q (110591.890000 sec): 3 clusters
  Score: Raw -110505.790828 + Penalty 2228.350145 = -108277.440683
  nChanged 13
		SP:Iteration 7Q (110591.910000 sec): 3 clusters
  Score: Raw -110515.067401 + Penalty 2228.350145 = -108286.717256
  nChanged 10
		SP:Iteration 8Q (110591.940000 sec): 3 clusters
  Score: Raw -110525.148499 + Penalty 2228.350145 = -108296.798354
  nChanged 16
		SP:Iteration 9Q (110591.960000 sec): 3 clusters
  Score: Raw -110537.527920 + Penalty 2228.350145 = -108309.177775
  nChanged 14
		SP:Iteration 10Q (110591.990000 sec): 3 clusters
  Score: Raw -110549.070386 + Penalty 2228.350145 = -108320.720241
  nChanged 9
		SP:Iteration 11Q (110592.010000 sec): 3 clusters
  Score: Raw -110555.467146 + Penalty 2228.350145 = -108327.117001
  nChanged 4
		SP:Iteration 12Q (110592.030000 sec): 3 clusters
  Score: Raw -110559.578983 + Penalty 2228.350145 = -108331.228838
  nChanged 4
		SP:Iteration 13Q (110592.060000 sec): 3 clusters
  Score: Raw -110568.070866 + Penalty 2228.350145 = -108339.720721
  nChanged 4
		SP:Iteration 14Q (110592.080000 sec): 3 clusters
  Score: Raw -110571.110510 + Penalty 2228.350145 = -108342.760365
  nChanged 3
		SP:Iteration 15Q (110592.110000 sec): 3 clusters
  Score: Raw -110572.624251 + Penalty 2228.350145 = -108344.274106
  nChanged 2
		SP:Iteration 16Q (110592.130000 sec): 3 clusters
  Score: Raw -110576.788850 + Penalty 2228.350145 = -108348.438705
  nChanged 2
		SP:Iteration 17Q (110592.150000 sec): 3 clusters
  Score: Raw -110577.362337 + Penalty 2228.350145 = -108349.012192
  nChanged 0
		SP:Iteration 18F (110592.180000 sec): 3 clusters
  Score: Raw -110577.362337 + Penalty 2228.350145 = -108349.012192
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 63 (8867 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (110592.310000 sec): 2 clusters
  Score: Raw -1071797.553791 + Penalty 1477.139917 = -1070320.413873
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (110592.550000 sec): 3 clusters
  Score: Raw -1066804.861421 + Penalty 2954.279835 = -1063850.581586
  nChanged 3815
		SP:Iteration 1F (110592.730000 sec): 3 clusters
  Score: Raw -1068826.406041 + Penalty 2954.279835 = -1065872.126206
  nChanged 561
		SP:Iteration 2F (110592.920000 sec): 3 clusters
  Score: Raw -1069095.971149 + Penalty 2954.279835 = -1066141.691314
  nChanged 523
		SP:Iteration 3F (110593.110000 sec): 3 clusters
  Score: Raw -1069380.349706 + Penalty 2954.279835 = -1066426.069871
  nChanged 527
		SP:Iteration 4F (110593.350000 sec): 3 clusters
  Score: Raw -1069715.882208 + Penalty 2954.279835 = -1066761.602374
  nChanged 568
		SP:Iteration 5F (110593.540000 sec): 3 clusters
  Score: Raw -1070111.405470 + Penalty 2954.279835 = -1067157.125635
  nChanged 571
		SP:Iteration 6F (110593.760000 sec): 3 clusters
  Score: Raw -1070533.976197 + Penalty 2954.279835 = -1067579.696362
  nChanged 499
		SP:Iteration 7F (110593.950000 sec): 3 clusters
  Score: Raw -1070897.087894 + Penalty 2954.279835 = -1067942.808059
  nChanged 410
		SP:Iteration 8Q (110594.140000 sec): 3 clusters
  Score: Raw -1071194.371692 + Penalty 2954.279835 = -1068240.091857
  nChanged 314
		SP:Iteration 9Q (110594.340000 sec): 3 clusters
  Score: Raw -1071406.337602 + Penalty 2954.279835 = -1068452.057767
  nChanged 218
		SP:Iteration 10Q (110594.620000 sec): 3 clusters
  Score: Raw -1071556.678893 + Penalty 2954.279835 = -1068602.399058
  nChanged 169
		SP:Iteration 11Q (110594.720000 sec): 3 clusters
  Score: Raw -1071660.800741 + Penalty 2954.279835 = -1068706.520907
  nChanged 118
		SP:Iteration 12Q (110594.960000 sec): 3 clusters
  Score: Raw -1071744.545050 + Penalty 2954.279835 = -1068790.265215
  nChanged 105
		SP:Iteration 13Q (110595.150000 sec): 3 clusters
  Score: Raw -1071829.681413 + Penalty 2954.279835 = -1068875.401579
  nChanged 71
		SP:Iteration 14Q (110595.340000 sec): 3 clusters
  Score: Raw -1071882.745587 + Penalty 2954.279835 = -1068928.465752
  nChanged 45
		SP:Iteration 15Q (110595.480000 sec): 3 clusters
  Score: Raw -1071918.277159 + Penalty 2954.279835 = -1068963.997324
  nChanged 34
		SP:Iteration 16Q (110595.620000 sec): 3 clusters
  Score: Raw -1071950.666904 + Penalty 2954.279835 = -1068996.387069
  nChanged 19
		SP:Iteration 17Q (110595.800000 sec): 3 clusters
  Score: Raw -1071966.747993 + Penalty 2954.279835 = -1069012.468158
  nChanged 15
		SP:Iteration 18Q (110596.000000 sec): 3 clusters
  Score: Raw -1071982.227501 + Penalty 2954.279835 = -1069027.947666
  nChanged 14
		SP:Iteration 19Q (110596.190000 sec): 3 clusters
  Score: Raw -1071992.049627 + Penalty 2954.279835 = -1069037.769792
  nChanged 8
		SP:Iteration 20F (110596.360000 sec): 3 clusters
  Score: Raw -1071998.616642 + Penalty 2954.279835 = -1069044.336807
  nChanged 1
		SP:Iteration 21Q (110596.500000 sec): 3 clusters
  Score: Raw -1071999.030944 + Penalty 2954.279835 = -1069044.751109
  nChanged 0
		SP:Iteration 22F (110596.640000 sec): 3 clusters
  Score: Raw -1071999.030944 + Penalty 2954.279835 = -1069044.751109
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 64 (176 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (110596.700000 sec): 2 clusters
  Score: Raw -17653.903409 + Penalty 840.203649 = -16813.699760
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (110596.710000 sec): 3 clusters
  Score: Raw -17819.478411 + Penalty 1680.407298 = -16139.071113
  nChanged 33
		SP:Iteration 1F (110596.710000 sec): 3 clusters
  Score: Raw -17978.847974 + Penalty 1680.407298 = -16298.440675
  nChanged 8
		SP:Iteration 2Q (110596.720000 sec): 3 clusters
  Score: Raw -18018.404264 + Penalty 1680.407298 = -16337.996966
  nChanged 2
		SP:Iteration 3Q (110596.720000 sec): 3 clusters
  Score: Raw -18032.683875 + Penalty 1680.407298 = -16352.276577
  nChanged 1
		SP:Iteration 4Q (110596.730000 sec): 3 clusters
  Score: Raw -18034.269508 + Penalty 1680.407298 = -16353.862209
  nChanged 0
		SP:Iteration 5F (110596.730000 sec): 3 clusters
  Score: Raw -18034.269508 + Penalty 1680.407298 = -16353.862209
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 65 (219 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (110596.770000 sec): 2 clusters
  Score: Raw -14474.647562 + Penalty 875.724156 = -13598.923406
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (110596.780000 sec): 3 clusters
  Score: Raw -14602.793134 + Penalty 1751.448312 = -12851.344822
  nChanged 43
		SP:Iteration 1F (110596.790000 sec): 3 clusters
  Score: Raw -14848.045892 + Penalty 1751.448312 = -13096.597580
  nChanged 18
		SP:Iteration 2F (110596.800000 sec): 3 clusters
  Score: Raw -15029.222231 + Penalty 1751.448312 = -13277.773919
  nChanged 13
		SP:Iteration 3F (110596.800000 sec): 3 clusters
  Score: Raw -15123.330534 + Penalty 1751.448312 = -13371.882222
  nChanged 10
		SP:Iteration 4Q (110596.810000 sec): 3 clusters
  Score: Raw -15220.445710 + Penalty 1751.448312 = -13468.997398
  nChanged 9
		SP:Iteration 5Q (110596.820000 sec): 3 clusters
  Score: Raw -15275.094826 + Penalty 1751.448312 = -13523.646514
  nChanged 2
		SP:Iteration 6Q (110596.820000 sec): 3 clusters
  Score: Raw -15281.815294 + Penalty 1751.448312 = -13530.366982
  nChanged 0
		SP:Iteration 7F (110596.830000 sec): 3 clusters
  Score: Raw -15281.815294 + Penalty 1751.448312 = -13530.366982
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 66 (1456 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (110596.900000 sec): 2 clusters
  Score: Raw -174628.970716 + Penalty 1183.560337 = -173445.410379
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (110596.930000 sec): 3 clusters
  Score: Raw -174089.563496 + Penalty 2367.120674 = -171722.442822
  nChanged 492
		SP:Iteration 1F (110596.960000 sec): 3 clusters
  Score: Raw -174456.809709 + Penalty 2367.120674 = -172089.689034
  nChanged 113
		SP:Iteration 2F (110597.000000 sec): 3 clusters
  Score: Raw -174546.164819 + Penalty 2367.120674 = -172179.044144
  nChanged 59
		SP:Iteration 3Q (110597.030000 sec): 3 clusters
  Score: Raw -174595.067094 + Penalty 2367.120674 = -172227.946420
  nChanged 37
		SP:Iteration 4Q (110597.060000 sec): 3 clusters
  Score: Raw -174624.434043 + Penalty 2367.120674 = -172257.313369
  nChanged 29
		SP:Iteration 5Q (110597.090000 sec): 3 clusters
  Score: Raw -174643.125802 + Penalty 2367.120674 = -172276.005128
  nChanged 20
		SP:Iteration 6Q (110597.120000 sec): 3 clusters
  Score: Raw -174658.142697 + Penalty 2367.120674 = -172291.022023
  nChanged 16
		SP:Iteration 7Q (110597.160000 sec): 3 clusters
  Score: Raw -174668.762381 + Penalty 2367.120674 = -172301.641707
  nChanged 8
		SP:Iteration 8Q (110597.190000 sec): 3 clusters
  Score: Raw -174672.358506 + Penalty 2367.120674 = -172305.237831
  nChanged 8
		SP:Iteration 9Q (110597.220000 sec): 3 clusters
  Score: Raw -174676.948639 + Penalty 2367.120674 = -172309.827965
  nChanged 5
		SP:Iteration 10Q (110597.250000 sec): 3 clusters
  Score: Raw -174680.008194 + Penalty 2367.120674 = -172312.887520
  nChanged 5
		SP:Iteration 11Q (110597.280000 sec): 3 clusters
  Score: Raw -174682.427007 + Penalty 2367.120674 = -172315.306332
  nChanged 2
		SP:Iteration 12Q (110597.320000 sec): 3 clusters
  Score: Raw -174683.505060 + Penalty 2367.120674 = -172316.384385
  nChanged 4
		SP:Iteration 13Q (110597.350000 sec): 3 clusters
  Score: Raw -174688.058914 + Penalty 2367.120674 = -172320.938240
  nChanged 12
		SP:Iteration 14Q (110597.380000 sec): 3 clusters
  Score: Raw -174695.593618 + Penalty 2367.120674 = -172328.472944
  nChanged 11
		SP:Iteration 15Q (110597.420000 sec): 3 clusters
  Score: Raw -174700.095904 + Penalty 2367.120674 = -172332.975229
  nChanged 9
		SP:Iteration 16Q (110597.450000 sec): 3 clusters
  Score: Raw -174703.276825 + Penalty 2367.120674 = -172336.156150
  nChanged 5
		SP:Iteration 17Q (110597.480000 sec): 3 clusters
  Score: Raw -174704.822550 + Penalty 2367.120674 = -172337.701875
  nChanged 6
		SP:Iteration 18Q (110597.510000 sec): 3 clusters
  Score: Raw -174707.951984 + Penalty 2367.120674 = -172340.831310
  nChanged 6
		SP:Iteration 19Q (110597.540000 sec): 3 clusters
  Score: Raw -174712.633547 + Penalty 2367.120674 = -172345.512873
  nChanged 7
		SP:Iteration 20F (110597.580000 sec): 3 clusters
  Score: Raw -174717.017176 + Penalty 2367.120674 = -172349.896502
  nChanged 7
		SP:Iteration 21Q (110597.610000 sec): 3 clusters
  Score: Raw -174723.455197 + Penalty 2367.120674 = -172356.334523
  nChanged 10
		SP:Iteration 22Q (110597.640000 sec): 3 clusters
  Score: Raw -174728.973423 + Penalty 2367.120674 = -172361.852748
  nChanged 8
		SP:Iteration 23Q (110597.670000 sec): 3 clusters
  Score: Raw -174737.112196 + Penalty 2367.120674 = -172369.991521
  nChanged 11
		SP:Iteration 24Q (110597.700000 sec): 3 clusters
  Score: Raw -174748.303401 + Penalty 2367.120674 = -172381.182727
  nChanged 9
		SP:Iteration 25Q (110597.740000 sec): 3 clusters
  Score: Raw -174754.424378 + Penalty 2367.120674 = -172387.303704
  nChanged 12
		SP:Iteration 26Q (110597.770000 sec): 3 clusters
  Score: Raw -174759.856205 + Penalty 2367.120674 = -172392.735531
  nChanged 10
		SP:Iteration 27Q (110597.800000 sec): 3 clusters
  Score: Raw -174765.830860 + Penalty 2367.120674 = -172398.710185
  nChanged 5
		SP:Iteration 28Q (110597.840000 sec): 3 clusters
  Score: Raw -174767.516222 + Penalty 2367.120674 = -172400.395548
  nChanged 2
		SP:Iteration 29Q (110597.870000 sec): 3 clusters
  Score: Raw -174769.097685 + Penalty 2367.120674 = -172401.977011
  nChanged 0
		SP:Iteration 30F (110597.900000 sec): 3 clusters
  Score: Raw -174769.097685 + Penalty 2367.120674 = -172401.977011
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 67 (127 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (110597.940000 sec): 2 clusters
  Score: Raw -8944.653045 + Penalty 787.180402 = -8157.472643
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (110597.950000 sec): 3 clusters
  Score: Raw -9204.143571 + Penalty 1574.360803 = -7629.782768
  nChanged 8
		SP:Iteration 1F (110597.960000 sec): 3 clusters
  Score: Raw -9244.716318 + Penalty 1574.360803 = -7670.355515
  nChanged 3
		SP:Iteration 2Q (110597.960000 sec): 3 clusters
  Score: Raw -9258.241985 + Penalty 1574.360803 = -7683.881182
  nChanged 0
		SP:Iteration 3F (110597.970000 sec): 3 clusters
  Score: Raw -9258.241985 + Penalty 1574.360803 = -7683.881182
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 68 (1339 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (110598.100000 sec): 2 clusters
  Score: Raw -156554.901083 + Penalty 1169.947731 = -155384.953352
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (110598.230000 sec): 3 clusters
  Score: Raw -156057.214927 + Penalty 2339.895462 = -153717.319465
  nChanged 428
		SP:Iteration 1F (110598.400000 sec): 3 clusters
  Score: Raw -156463.258541 + Penalty 2339.895462 = -154123.363078
  nChanged 118
		SP:Iteration 2F (110598.580000 sec): 3 clusters
  Score: Raw -156617.810326 + Penalty 2339.895462 = -154277.914864
  nChanged 89
		SP:Iteration 3F (110598.760000 sec): 3 clusters
  Score: Raw -156728.379539 + Penalty 2339.895462 = -154388.484077
  nChanged 65
		SP:Iteration 4Q (110598.930000 sec): 3 clusters
  Score: Raw -156820.205896 + Penalty 2339.895462 = -154480.310433
  nChanged 50
		SP:Iteration 5Q (110599.110000 sec): 3 clusters
  Score: Raw -156880.015651 + Penalty 2339.895462 = -154540.120189
  nChanged 36
		SP:Iteration 6Q (110599.280000 sec): 3 clusters
  Score: Raw -156914.440339 + Penalty 2339.895462 = -154574.544876
  nChanged 22
		SP:Iteration 7Q (110599.460000 sec): 3 clusters
  Score: Raw -156940.695362 + Penalty 2339.895462 = -154600.799899
  nChanged 25
		SP:Iteration 8Q (110599.640000 sec): 3 clusters
  Score: Raw -156964.888623 + Penalty 2339.895462 = -154624.993161
  nChanged 19
		SP:Iteration 9Q (110599.810000 sec): 3 clusters
  Score: Raw -156982.735116 + Penalty 2339.895462 = -154642.839653
  nChanged 18
		SP:Iteration 10Q (110599.980000 sec): 3 clusters
  Score: Raw -157004.851182 + Penalty 2339.895462 = -154664.955720
  nChanged 19
		SP:Iteration 11Q (110600.160000 sec): 3 clusters
  Score: Raw -157026.836614 + Penalty 2339.895462 = -154686.941152
  nChanged 22
		SP:Iteration 12Q (110600.340000 sec): 3 clusters
  Score: Raw -157056.484526 + Penalty 2339.895462 = -154716.589064
  nChanged 20
		SP:Iteration 13Q (110600.510000 sec): 3 clusters
  Score: Raw -157076.788902 + Penalty 2339.895462 = -154736.893440
  nChanged 11
		SP:Iteration 14Q (110600.690000 sec): 3 clusters
  Score: Raw -157084.617707 + Penalty 2339.895462 = -154744.722244
  nChanged 10
		SP:Iteration 15Q (110600.820000 sec): 3 clusters
  Score: Raw -157090.838251 + Penalty 2339.895462 = -154750.942789
  nChanged 7
		SP:Iteration 16Q (110600.850000 sec): 3 clusters
  Score: Raw -157101.714465 + Penalty 2339.895462 = -154761.819003
  nChanged 4
		SP:Iteration 17Q (110600.880000 sec): 3 clusters
  Score: Raw -157108.566920 + Penalty 2339.895462 = -154768.671458
  nChanged 8
		SP:Iteration 18Q (110600.920000 sec): 3 clusters
  Score: Raw -157115.313471 + Penalty 2339.895462 = -154775.418009
  nChanged 6
		SP:Iteration 19Q (110600.950000 sec): 3 clusters
  Score: Raw -157119.141216 + Penalty 2339.895462 = -154779.245754
  nChanged 2
		SP:Iteration 20F (110600.980000 sec): 3 clusters
  Score: Raw -157119.963457 + Penalty 2339.895462 = -154780.067994
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 69 (166 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (110601.020000 sec): 2 clusters
  Score: Raw -14373.447967 + Penalty 830.698016 = -13542.749952
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (110601.030000 sec): 3 clusters
  Score: Raw -14528.649500 + Penalty 1661.396031 = -12867.253469
  nChanged 25
		SP:Iteration 1F (110601.040000 sec): 3 clusters
  Score: Raw -14626.317803 + Penalty 1661.396031 = -12964.921772
  nChanged 6
		SP:Iteration 2Q (110601.050000 sec): 3 clusters
  Score: Raw -14652.969463 + Penalty 1661.396031 = -12991.573431
  nChanged 1
		SP:Iteration 3Q (110601.050000 sec): 3 clusters
  Score: Raw -14655.531166 + Penalty 1661.396031 = -12994.135135
  nChanged 1
		SP:Iteration 4Q (110601.060000 sec): 3 clusters
  Score: Raw -14660.810744 + Penalty 1661.396031 = -12999.414713
  nChanged 0
		SP:Iteration 5F (110601.070000 sec): 3 clusters
  Score: Raw -14660.810744 + Penalty 1661.396031 = -12999.414713
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 70 (40511 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (110601.400000 sec): 2 clusters
  Score: Raw -4882531.660407 + Penalty 1724.015933 = -4880807.644473
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (110601.910000 sec): 3 clusters
  Score: Raw -4857159.426530 + Penalty 3448.031867 = -4853711.394663
  nChanged 18931
		SP:Iteration 1F (110602.330000 sec): 3 clusters
  Score: Raw -4868102.445868 + Penalty 3448.031867 = -4864654.414001
  nChanged 2105
		SP:Iteration 2F (110602.840000 sec): 3 clusters
  Score: Raw -4869017.332243 + Penalty 3448.031867 = -4865569.300376
  nChanged 2490
		SP:Iteration 3F (110603.350000 sec): 3 clusters
  Score: Raw -4870353.171408 + Penalty 3448.031867 = -4866905.139541
  nChanged 2848
		SP:Iteration 4F (110603.770000 sec): 3 clusters
  Score: Raw -4872283.929336 + Penalty 3448.031867 = -4868835.897469
  nChanged 3235
		SP:Iteration 5F (110604.250000 sec): 3 clusters
  Score: Raw -4874924.536187 + Penalty 3448.031867 = -4871476.504320
  nChanged 3096
		SP:Iteration 6F (110604.750000 sec): 3 clusters
  Score: Raw -4877757.567727 + Penalty 3448.031867 = -4874309.535860
  nChanged 2477
		SP:Iteration 7F (110605.240000 sec): 3 clusters
  Score: Raw -4880183.574192 + Penalty 3448.031867 = -4876735.542325
  nChanged 1549
		SP:Iteration 8Q (110605.730000 sec): 3 clusters
  Score: Raw -4881717.242666 + Penalty 3448.031867 = -4878269.210799
  nChanged 653
		SP:Iteration 9Q (110606.130000 sec): 3 clusters
  Score: Raw -4882336.336302 + Penalty 3448.031867 = -4878888.304435
  nChanged 191
		SP:Iteration 10Q (110606.510000 sec): 3 clusters
  Score: Raw -4882524.471727 + Penalty 3448.031867 = -4879076.439860
  nChanged 74
		SP:Iteration 11Q (110607.010000 sec): 3 clusters
  Score: Raw -4882634.582890 + Penalty 3448.031867 = -4879186.551023
  nChanged 34
		SP:Iteration 12Q (110607.440000 sec): 3 clusters
  Score: Raw -4882696.179065 + Penalty 3448.031867 = -4879248.147198
  nChanged 26
		SP:Iteration 13Q (110607.910000 sec): 3 clusters
  Score: Raw -4882738.189280 + Penalty 3448.031867 = -4879290.157413
  nChanged 22
		SP:Iteration 14Q (110608.390000 sec): 3 clusters
  Score: Raw -4882769.011663 + Penalty 3448.031867 = -4879320.979796
  nChanged 11
		SP:Iteration 15Q (110608.850000 sec): 3 clusters
  Score: Raw -4882788.439889 + Penalty 3448.031867 = -4879340.408022
  nChanged 7
		SP:Iteration 16Q (110609.290000 sec): 3 clusters
  Score: Raw -4882803.795926 + Penalty 3448.031867 = -4879355.764059
  nChanged 7
		SP:Iteration 17Q (110609.760000 sec): 3 clusters
  Score: Raw -4882814.174613 + Penalty 3448.031867 = -4879366.142746
  nChanged 2
		SP:Iteration 18Q (110610.150000 sec): 3 clusters
  Score: Raw -4882816.403279 + Penalty 3448.031867 = -4879368.371412
  nChanged 3
		SP:Iteration 19Q (110610.650000 sec): 3 clusters
  Score: Raw -4882820.743192 + Penalty 3448.031867 = -4879372.711325
  nChanged 2
		SP:Iteration 20F (110611.040000 sec): 3 clusters
  Score: Raw -4882827.584006 + Penalty 3448.031867 = -4879379.552139
  nChanged 2
		SP:Iteration 21Q (110611.440000 sec): 3 clusters
  Score: Raw -4882832.665496 + Penalty 3448.031867 = -4879384.633629
  nChanged 2
		SP:Iteration 22Q (110611.930000 sec): 3 clusters
  Score: Raw -4882836.053085 + Penalty 3448.031867 = -4879388.021218
  nChanged 0
		SP:Iteration 23F (110612.360000 sec): 3 clusters
  Score: Raw -4882836.053085 + Penalty 3448.031867 = -4879388.021218
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 71 (210 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (110612.410000 sec): 2 clusters
  Score: Raw -15545.537774 + Penalty 868.904974 = -14676.632800
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (110612.580000 sec): 3 clusters
  Score: Raw -15688.582959 + Penalty 1737.809947 = -13950.773012
  nChanged 36
		SP:Iteration 1F (110612.740000 sec): 3 clusters
  Score: Raw -15891.611842 + Penalty 1737.809947 = -14153.801894
  nChanged 16
		SP:Iteration 2F (110612.890000 sec): 3 clusters
  Score: Raw -15979.216602 + Penalty 1737.809947 = -14241.406654
  nChanged 12
		SP:Iteration 3F (110613.060000 sec): 3 clusters
  Score: Raw -16030.145729 + Penalty 1737.809947 = -14292.335782
  nChanged 5
		SP:Iteration 4Q (110613.230000 sec): 3 clusters
  Score: Raw -16062.077149 + Penalty 1737.809947 = -14324.267201
  nChanged 4
		SP:Iteration 5Q (110613.410000 sec): 3 clusters
  Score: Raw -16077.136089 + Penalty 1737.809947 = -14339.326141
  nChanged 2
		SP:Iteration 6Q (110613.590000 sec): 3 clusters
  Score: Raw -16085.525208 + Penalty 1737.809947 = -14347.715261
  nChanged 2
		SP:Iteration 7Q (110613.760000 sec): 3 clusters
  Score: Raw -16092.937824 + Penalty 1737.809947 = -14355.127877
  nChanged 4
		SP:Iteration 8Q (110613.810000 sec): 3 clusters
  Score: Raw -16112.604934 + Penalty 1737.809947 = -14374.794987
  nChanged 1
		SP:Iteration 9Q (110613.810000 sec): 3 clusters
  Score: Raw -16119.101814 + Penalty 1737.809947 = -14381.291866
  nChanged 1
		SP:Iteration 10Q (110613.820000 sec): 3 clusters
  Score: Raw -16122.374807 + Penalty 1737.809947 = -14384.564860
  nChanged 0
		SP:Iteration 11F (110613.820000 sec): 3 clusters
  Score: Raw -16122.374807 + Penalty 1737.809947 = -14384.564860
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 72 (562 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (110613.870000 sec): 2 clusters
  Score: Raw -80798.499171 + Penalty 1028.869051 = -79769.630121
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (110613.890000 sec): 3 clusters
  Score: Raw -80767.068574 + Penalty 2057.738101 = -78709.330473
  nChanged 153
		SP:Iteration 1F (110613.910000 sec): 3 clusters
  Score: Raw -80971.482168 + Penalty 2057.738101 = -78913.744067
  nChanged 45
		SP:Iteration 2F (110613.920000 sec): 3 clusters
  Score: Raw -81050.871181 + Penalty 2057.738101 = -78993.133080
  nChanged 33
		SP:Iteration 3F (110613.940000 sec): 3 clusters
  Score: Raw -81134.900568 + Penalty 2057.738101 = -79077.162467
  nChanged 34
		SP:Iteration 4F (110613.960000 sec): 3 clusters
  Score: Raw -81219.831864 + Penalty 2057.738101 = -79162.093763
  nChanged 29
		SP:Iteration 5F (110613.970000 sec): 3 clusters
  Score: Raw -81307.160628 + Penalty 2057.738101 = -79249.422526
  nChanged 26
		SP:Iteration 6Q (110613.990000 sec): 3 clusters
  Score: Raw -81391.309565 + Penalty 2057.738101 = -79333.571464
  nChanged 23
		SP:Iteration 7Q (110614.000000 sec): 3 clusters
  Score: Raw -81480.859667 + Penalty 2057.738101 = -79423.121566
  nChanged 16
		SP:Iteration 8Q (110614.020000 sec): 3 clusters
  Score: Raw -81526.050403 + Penalty 2057.738101 = -79468.312302
  nChanged 6
		SP:Iteration 9Q (110614.030000 sec): 3 clusters
  Score: Raw -81541.942036 + Penalty 2057.738101 = -79484.203935
  nChanged 8
		SP:Iteration 10Q (110614.050000 sec): 3 clusters
  Score: Raw -81560.099729 + Penalty 2057.738101 = -79502.361627
  nChanged 6
		SP:Iteration 11Q (110614.060000 sec): 3 clusters
  Score: Raw -81580.004807 + Penalty 2057.738101 = -79522.266706
  nChanged 4
		SP:Iteration 12Q (110614.080000 sec): 3 clusters
  Score: Raw -81592.498906 + Penalty 2057.738101 = -79534.760805
  nChanged 5
		SP:Iteration 13Q (110614.090000 sec): 3 clusters
  Score: Raw -81604.194284 + Penalty 2057.738101 = -79546.456183
  nChanged 3
		SP:Iteration 14Q (110614.110000 sec): 3 clusters
  Score: Raw -81619.675397 + Penalty 2057.738101 = -79561.937296
  nChanged 4
		SP:Iteration 15Q (110614.130000 sec): 3 clusters
  Score: Raw -81635.588481 + Penalty 2057.738101 = -79577.850380
  nChanged 3
		SP:Iteration 16Q (110614.140000 sec): 3 clusters
  Score: Raw -81652.183152 + Penalty 2057.738101 = -79594.445051
  nChanged 3
		SP:Iteration 17Q (110614.150000 sec): 3 clusters
  Score: Raw -81674.261856 + Penalty 2057.738101 = -79616.523754
  nChanged 5
		SP:Iteration 18Q (110614.170000 sec): 3 clusters
  Score: Raw -81688.224433 + Penalty 2057.738101 = -79630.486332
  nChanged 1
		SP:Iteration 19Q (110614.190000 sec): 3 clusters
  Score: Raw -81690.193634 + Penalty 2057.738101 = -79632.455533
  nChanged 1
		SP:Iteration 20F (110614.200000 sec): 3 clusters
  Score: Raw -81691.580461 + Penalty 2057.738101 = -79633.842360
  nChanged 1
		SP:Iteration 21Q (110614.210000 sec): 3 clusters
  Score: Raw -81693.801005 + Penalty 2057.738101 = -79636.062904
  nChanged 0
		SP:Iteration 22F (110614.230000 sec): 3 clusters
  Score: Raw -81693.801005 + Penalty 2057.738101 = -79636.062904
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 73 (133 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (110614.270000 sec): 2 clusters
  Score: Raw -15200.224583 + Penalty 794.681733 = -14405.542850
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (110614.270000 sec): 3 clusters
  Score: Raw -15364.845490 + Penalty 1589.363467 = -13775.482024
  nChanged 17
		SP:Iteration 1F (110614.280000 sec): 3 clusters
  Score: Raw -15431.487788 + Penalty 1589.363467 = -13842.124321
  nChanged 4
		SP:Iteration 2Q (110614.290000 sec): 3 clusters
  Score: Raw -15480.533460 + Penalty 1589.363467 = -13891.169993
  nChanged 4
		SP:Iteration 3Q (110614.300000 sec): 3 clusters
  Score: Raw -15506.214849 + Penalty 1589.363467 = -13916.851383
  nChanged 5
		SP:Iteration 4Q (110614.310000 sec): 3 clusters
  Score: Raw -15536.018641 + Penalty 1589.363467 = -13946.655175
  nChanged 4
		SP:Iteration 5Q (110614.310000 sec): 3 clusters
  Score: Raw -15564.347898 + Penalty 1589.363467 = -13974.984431
  nChanged 1
		SP:Iteration 6Q (110614.320000 sec): 3 clusters
  Score: Raw -15569.926594 + Penalty 1589.363467 = -13980.563127
  nChanged 1
		SP:Iteration 7Q (110614.330000 sec): 3 clusters
  Score: Raw -15585.282258 + Penalty 1589.363467 = -13995.918791
  nChanged 1
		SP:Iteration 8Q (110614.330000 sec): 3 clusters
  Score: Raw -15591.067206 + Penalty 1589.363467 = -14001.703739
  nChanged 1
		SP:Iteration 9Q (110614.340000 sec): 3 clusters
  Score: Raw -15603.385140 + Penalty 1589.363467 = -14014.021673
  nChanged 0
		SP:Iteration 10F (110614.350000 sec): 3 clusters
  Score: Raw -15603.385140 + Penalty 1589.363467 = -14014.021673
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 74 (8457 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (110614.490000 sec): 2 clusters
  Score: Raw -1062324.532022 + Penalty 1469.446839 = -1060855.085183
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (110614.700000 sec): 3 clusters
  Score: Raw -1057633.040610 + Penalty 2938.893678 = -1054694.146932
  nChanged 3562
		SP:Iteration 1F (110614.930000 sec): 3 clusters
  Score: Raw -1059683.802254 + Penalty 2938.893678 = -1056744.908575
  nChanged 641
		SP:Iteration 2F (110615.130000 sec): 3 clusters
  Score: Raw -1060115.186012 + Penalty 2938.893678 = -1057176.292334
  nChanged 649
		SP:Iteration 3F (110615.260000 sec): 3 clusters
  Score: Raw -1060591.047316 + Penalty 2938.893678 = -1057652.153637
  nChanged 609
		SP:Iteration 4F (110615.390000 sec): 3 clusters
  Score: Raw -1061087.973509 + Penalty 2938.893678 = -1058149.079831
  nChanged 582
		SP:Iteration 5F (110615.580000 sec): 3 clusters
  Score: Raw -1061614.173070 + Penalty 2938.893678 = -1058675.279392
  nChanged 488
		SP:Iteration 6F (110615.730000 sec): 3 clusters
  Score: Raw -1062076.565261 + Penalty 2938.893678 = -1059137.671583
  nChanged 324
		SP:Iteration 7Q (110615.940000 sec): 3 clusters
  Score: Raw -1062393.052617 + Penalty 2938.893678 = -1059454.158938
  nChanged 183
		SP:Iteration 8Q (110616.060000 sec): 3 clusters
  Score: Raw -1062574.336185 + Penalty 2938.893678 = -1059635.442507
  nChanged 85
		SP:Iteration 9Q (110616.190000 sec): 3 clusters
  Score: Raw -1062660.681637 + Penalty 2938.893678 = -1059721.787958
  nChanged 48
		SP:Iteration 10Q (110616.380000 sec): 3 clusters
  Score: Raw -1062713.843956 + Penalty 2938.893678 = -1059774.950278
  nChanged 29
		SP:Iteration 11Q (110616.580000 sec): 3 clusters
  Score: Raw -1062750.431217 + Penalty 2938.893678 = -1059811.537538
  nChanged 18
		SP:Iteration 12Q (110616.790000 sec): 3 clusters
  Score: Raw -1062768.545136 + Penalty 2938.893678 = -1059829.651458
  nChanged 14
		SP:Iteration 13Q (110616.980000 sec): 3 clusters
  Score: Raw -1062787.039336 + Penalty 2938.893678 = -1059848.145657
  nChanged 5
		SP:Iteration 14Q (110617.170000 sec): 3 clusters
  Score: Raw -1062791.490038 + Penalty 2938.893678 = -1059852.596360
  nChanged 3
		SP:Iteration 15Q (110617.370000 sec): 3 clusters
  Score: Raw -1062794.965118 + Penalty 2938.893678 = -1059856.071439
  nChanged 3
		SP:Iteration 16Q (110617.500000 sec): 3 clusters
  Score: Raw -1062799.550462 + Penalty 2938.893678 = -1059860.656784
  nChanged 6
		SP:Iteration 17Q (110617.710000 sec): 3 clusters
  Score: Raw -1062804.010813 + Penalty 2938.893678 = -1059865.117134
  nChanged 3
		SP:Iteration 18Q (110617.920000 sec): 3 clusters
  Score: Raw -1062809.257668 + Penalty 2938.893678 = -1059870.363989
  nChanged 4
		SP:Iteration 19Q (110618.090000 sec): 3 clusters
  Score: Raw -1062814.367643 + Penalty 2938.893678 = -1059875.473964
  nChanged 2
		SP:Iteration 20F (110618.220000 sec): 3 clusters
  Score: Raw -1062816.641409 + Penalty 2938.893678 = -1059877.747731
  nChanged 2
		SP:Iteration 21Q (110618.330000 sec): 3 clusters
  Score: Raw -1062817.939328 + Penalty 2938.893678 = -1059879.045650
  nChanged 1
		SP:Iteration 22Q (110618.450000 sec): 3 clusters
  Score: Raw -1062818.903166 + Penalty 2938.893678 = -1059880.009488
  nChanged 1
		SP:Iteration 23Q (110618.650000 sec): 3 clusters
  Score: Raw -1062819.268130 + Penalty 2938.893678 = -1059880.374452
  nChanged 1
		SP:Iteration 24Q (110618.850000 sec): 3 clusters
  Score: Raw -1062819.987042 + Penalty 2938.893678 = -1059881.093364
  nChanged 1
		SP:Iteration 25Q (110619.050000 sec): 3 clusters
  Score: Raw -1062820.878403 + Penalty 2938.893678 = -1059881.984725
  nChanged 1
		SP:Iteration 26Q (110619.160000 sec): 3 clusters
  Score: Raw -1062821.984685 + Penalty 2938.893678 = -1059883.091006
  nChanged 2
		SP:Iteration 27Q (110619.290000 sec): 3 clusters
  Score: Raw -1062823.775962 + Penalty 2938.893678 = -1059884.882284
  nChanged 2
		SP:Iteration 28Q (110619.410000 sec): 3 clusters
  Score: Raw -1062824.977556 + Penalty 2938.893678 = -1059886.083878
  nChanged 2
		SP:Iteration 29Q (110619.540000 sec): 3 clusters
  Score: Raw -1062827.984237 + Penalty 2938.893678 = -1059889.090559
  nChanged 1
		SP:Iteration 30Q (110619.660000 sec): 3 clusters
  Score: Raw -1062828.896992 + Penalty 2938.893678 = -1059890.003314
  nChanged 2
		SP:Iteration 31Q (110619.860000 sec): 3 clusters
  Score: Raw -1062830.264904 + Penalty 2938.893678 = -1059891.371225
  nChanged 2
		SP:Iteration 32Q (110619.980000 sec): 3 clusters
  Score: Raw -1062832.931680 + Penalty 2938.893678 = -1059894.038002
  nChanged 3
		SP:Iteration 33Q (110620.100000 sec): 3 clusters
  Score: Raw -1062835.654081 + Penalty 2938.893678 = -1059896.760402
  nChanged 2
		SP:Iteration 34Q (110620.230000 sec): 3 clusters
  Score: Raw -1062836.952823 + Penalty 2938.893678 = -1059898.059144
  nChanged 0
		SP:Iteration 35F (110620.360000 sec): 3 clusters
  Score: Raw -1062836.952823 + Penalty 2938.893678 = -1059898.059144
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 75 (190 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (110620.420000 sec): 2 clusters
  Score: Raw -14957.151319 + Penalty 852.641412 = -14104.509907
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (110620.420000 sec): 3 clusters
  Score: Raw -15062.302941 + Penalty 1705.282823 = -13357.020118
  nChanged 26
		SP:Iteration 1F (110620.420000 sec): 3 clusters
  Score: Raw -15129.626765 + Penalty 1705.282823 = -13424.343941
  nChanged 10
		SP:Iteration 2F (110620.430000 sec): 3 clusters
  Score: Raw -15163.033505 + Penalty 1705.282823 = -13457.750681
  nChanged 3
		SP:Iteration 3Q (110620.440000 sec): 3 clusters
  Score: Raw -15171.783602 + Penalty 1705.282823 = -13466.500778
  nChanged 1
		SP:Iteration 4Q (110620.450000 sec): 3 clusters
  Score: Raw -15175.210343 + Penalty 1705.282823 = -13469.927519
  nChanged 1
		SP:Iteration 5Q (110620.460000 sec): 3 clusters
  Score: Raw -15178.134076 + Penalty 1705.282823 = -13472.851253
  nChanged 3
		SP:Iteration 6Q (110620.460000 sec): 3 clusters
  Score: Raw -15183.852308 + Penalty 1705.282823 = -13478.569485
  nChanged 2
		SP:Iteration 7Q (110620.470000 sec): 3 clusters
  Score: Raw -15185.645889 + Penalty 1705.282823 = -13480.363066
  nChanged 0
		SP:Iteration 8F (110620.480000 sec): 3 clusters
  Score: Raw -15185.645889 + Penalty 1705.282823 = -13480.363066
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 76 (12775 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (110620.640000 sec): 2 clusters
  Score: Raw -1600370.094271 + Penalty 1536.477380 = -1598833.616891
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (110620.890000 sec): 3 clusters
  Score: Raw -1593034.324683 + Penalty 3072.954760 = -1589961.369924
  nChanged 5638
		SP:Iteration 1F (110621.060000 sec): 3 clusters
  Score: Raw -1596432.414812 + Penalty 3072.954760 = -1593359.460052
  nChanged 1025
		SP:Iteration 2F (110621.300000 sec): 3 clusters
  Score: Raw -1597200.216774 + Penalty 3072.954760 = -1594127.262014
  nChanged 1063
		SP:Iteration 3F (110621.540000 sec): 3 clusters
  Score: Raw -1598138.660065 + Penalty 3072.954760 = -1595065.705305
  nChanged 1148
		SP:Iteration 4F (110621.790000 sec): 3 clusters
  Score: Raw -1599153.520741 + Penalty 3072.954760 = -1596080.565981
  nChanged 925
		SP:Iteration 5F (110622.080000 sec): 3 clusters
  Score: Raw -1599838.278379 + Penalty 3072.954760 = -1596765.323619
  nChanged 652
		SP:Iteration 6F (110622.360000 sec): 3 clusters
  Score: Raw -1600150.985245 + Penalty 3072.954760 = -1597078.030485
  nChanged 397
		SP:Iteration 7Q (110622.650000 sec): 3 clusters
  Score: Raw -1600281.200335 + Penalty 3072.954760 = -1597208.245575
  nChanged 235
		SP:Iteration 8Q (110622.940000 sec): 3 clusters
  Score: Raw -1600330.640743 + Penalty 3072.954760 = -1597257.685983
  nChanged 143
		SP:Iteration 9Q (110623.170000 sec): 3 clusters
  Score: Raw -1600354.565159 + Penalty 3072.954760 = -1597281.610399
  nChanged 81
		SP:Iteration 10Q (110623.350000 sec): 3 clusters
  Score: Raw -1600366.871273 + Penalty 3072.954760 = -1597293.916513
  nChanged 49
		SP:Iteration 11Q (110623.530000 sec): 3 clusters
  Score: Raw -1600374.382248 + Penalty 3072.954760 = -1597301.427488
  nChanged 36
		SP:Iteration 12Q (110623.720000 sec): 3 clusters
  Score: Raw -1600379.770781 + Penalty 3072.954760 = -1597306.816021
  nChanged 37
		SP:Iteration 13Q (110624.000000 sec): 3 clusters
  Score: Raw -1600383.853038 + Penalty 3072.954760 = -1597310.898278
  nChanged 25
		SP:Iteration 14Q (110624.280000 sec): 3 clusters
  Score: Raw -1600386.406941 + Penalty 3072.954760 = -1597313.452181
  nChanged 15
		SP:Iteration 15Q (110624.570000 sec): 3 clusters
  Score: Raw -1600388.019536 + Penalty 3072.954760 = -1597315.064776
  nChanged 5
		SP:Iteration 16Q (110624.860000 sec): 3 clusters
  Score: Raw -1600388.426599 + Penalty 3072.954760 = -1597315.471839
  nChanged 10
		SP:Iteration 17Q (110625.140000 sec): 3 clusters
  Score: Raw -1600389.310897 + Penalty 3072.954760 = -1597316.356137
  nChanged 9
		SP:Iteration 18Q (110625.430000 sec): 3 clusters
  Score: Raw -1600389.944314 + Penalty 3072.954760 = -1597316.989554
  nChanged 7
		SP:Iteration 19Q (110625.670000 sec): 3 clusters
  Score: Raw -1600390.570045 + Penalty 3072.954760 = -1597317.615285
  nChanged 6
		SP:Iteration 20F (110625.960000 sec): 3 clusters
  Score: Raw -1600390.887920 + Penalty 3072.954760 = -1597317.933160
  nChanged 2
		SP:Iteration 21Q (110626.200000 sec): 3 clusters
  Score: Raw -1600391.044842 + Penalty 3072.954760 = -1597318.090083
  nChanged 4
		SP:Iteration 22Q (110626.380000 sec): 3 clusters
  Score: Raw -1600391.352446 + Penalty 3072.954760 = -1597318.397686
  nChanged 4
		SP:Iteration 23Q (110626.630000 sec): 3 clusters
  Score: Raw -1600391.753441 + Penalty 3072.954760 = -1597318.798681
  nChanged 6
		SP:Iteration 24Q (110626.910000 sec): 3 clusters
  Score: Raw -1600392.113770 + Penalty 3072.954760 = -1597319.159010
  nChanged 5
		SP:Iteration 25Q (110627.160000 sec): 3 clusters
  Score: Raw -1600392.433750 + Penalty 3072.954760 = -1597319.478990
  nChanged 7
		SP:Iteration 26Q (110627.440000 sec): 3 clusters
  Score: Raw -1600392.826949 + Penalty 3072.954760 = -1597319.872189
  nChanged 5
		SP:Iteration 27Q (110627.730000 sec): 3 clusters
  Score: Raw -1600393.164043 + Penalty 3072.954760 = -1597320.209283
  nChanged 5
		SP:Iteration 28Q (110628.020000 sec): 3 clusters
  Score: Raw -1600393.554311 + Penalty 3072.954760 = -1597320.599551
  nChanged 5
		SP:Iteration 29Q (110628.320000 sec): 3 clusters
  Score: Raw -1600393.858463 + Penalty 3072.954760 = -1597320.903703
  nChanged 5
		SP:Iteration 30Q (110628.600000 sec): 3 clusters
  Score: Raw -1600394.210002 + Penalty 3072.954760 = -1597321.255242
  nChanged 11
		SP:Iteration 31Q (110628.850000 sec): 3 clusters
  Score: Raw -1600395.244174 + Penalty 3072.954760 = -1597322.289414
  nChanged 14
		SP:Iteration 32Q (110629.140000 sec): 3 clusters
  Score: Raw -1600396.377854 + Penalty 3072.954760 = -1597323.423095
  nChanged 12
		SP:Iteration 33Q (110629.380000 sec): 3 clusters
  Score: Raw -1600397.588019 + Penalty 3072.954760 = -1597324.633259
  nChanged 13
		SP:Iteration 34Q (110629.650000 sec): 3 clusters
  Score: Raw -1600398.761419 + Penalty 3072.954760 = -1597325.806659
  nChanged 12
		SP:Iteration 35Q (110629.940000 sec): 3 clusters
  Score: Raw -1600399.619003 + Penalty 3072.954760 = -1597326.664243
  nChanged 8
		SP:Iteration 36Q (110630.220000 sec): 3 clusters
  Score: Raw -1600400.061807 + Penalty 3072.954760 = -1597327.107047
  nChanged 3
		SP:Iteration 37Q (110630.510000 sec): 3 clusters
  Score: Raw -1600400.210968 + Penalty 3072.954760 = -1597327.256208
  nChanged 4
		SP:Iteration 38Q (110630.750000 sec): 3 clusters
  Score: Raw -1600400.502667 + Penalty 3072.954760 = -1597327.547907
  nChanged 2
		SP:Iteration 39Q (110631.040000 sec): 3 clusters
  Score: Raw -1600400.647429 + Penalty 3072.954760 = -1597327.692669
  nChanged 2
		SP:Iteration 40F (110631.310000 sec): 3 clusters
  Score: Raw -1600400.856541 + Penalty 3072.954760 = -1597327.901781
  nChanged 3
		SP:Iteration 41Q (110631.590000 sec): 3 clusters
  Score: Raw -1600401.100820 + Penalty 3072.954760 = -1597328.146060
  nChanged 4
		SP:Iteration 42Q (110631.880000 sec): 3 clusters
  Score: Raw -1600401.423344 + Penalty 3072.954760 = -1597328.468584
  nChanged 6
		SP:Iteration 43Q (110632.120000 sec): 3 clusters
  Score: Raw -1600402.262330 + Penalty 3072.954760 = -1597329.307570
  nChanged 8
		SP:Iteration 44Q (110632.410000 sec): 3 clusters
  Score: Raw -1600402.933985 + Penalty 3072.954760 = -1597329.979225
  nChanged 6
		SP:Iteration 45Q (110632.650000 sec): 3 clusters
  Score: Raw -1600403.420673 + Penalty 3072.954760 = -1597330.465914
  nChanged 6
		SP:Iteration 46Q (110632.940000 sec): 3 clusters
  Score: Raw -1600403.932777 + Penalty 3072.954760 = -1597330.978017
  nChanged 5
		SP:Iteration 47Q (110633.180000 sec): 3 clusters
  Score: Raw -1600404.603936 + Penalty 3072.954760 = -1597331.649176
  nChanged 8
		SP:Iteration 48Q (110633.460000 sec): 3 clusters
  Score: Raw -1600405.177274 + Penalty 3072.954760 = -1597332.222514
  nChanged 6
		SP:Iteration 49Q (110633.710000 sec): 3 clusters
  Score: Raw -1600405.709486 + Penalty 3072.954760 = -1597332.754726
  nChanged 5
		SP:Iteration 50Q (110633.990000 sec): 3 clusters
  Score: Raw -1600406.193663 + Penalty 3072.954760 = -1597333.238903
  nChanged 6
		SP:Iteration 51Q (110634.240000 sec): 3 clusters
  Score: Raw -1600406.678212 + Penalty 3072.954760 = -1597333.723452
  nChanged 6
		SP:Iteration 52Q (110634.530000 sec): 3 clusters
  Score: Raw -1600407.224109 + Penalty 3072.954760 = -1597334.269350
  nChanged 2
		SP:Iteration 53Q (110634.780000 sec): 3 clusters
  Score: Raw -1600407.366595 + Penalty 3072.954760 = -1597334.411835
  nChanged 1
		SP:Iteration 54Q (110635.070000 sec): 3 clusters
  Score: Raw -1600407.503395 + Penalty 3072.954760 = -1597334.548635
  nChanged 2
		SP:Iteration 55Q (110635.310000 sec): 3 clusters
  Score: Raw -1600407.644465 + Penalty 3072.954760 = -1597334.689705
  nChanged 1
		SP:Iteration 56Q (110635.530000 sec): 3 clusters
  Score: Raw -1600407.675219 + Penalty 3072.954760 = -1597334.720459
  nChanged 2
		SP:Iteration 57Q (110635.830000 sec): 3 clusters
  Score: Raw -1600407.760608 + Penalty 3072.954760 = -1597334.805848
  nChanged 0
		SP:Iteration 58F (110636.060000 sec): 3 clusters
  Score: Raw -1600407.760608 + Penalty 3072.954760 = -1597334.805848
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 77 (168 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (110636.160000 sec): 2 clusters
  Score: Raw -9925.884633 + Penalty 832.644147 = -9093.240487
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (110636.340000 sec): 3 clusters
  Score: Raw -10178.444591 + Penalty 1665.288293 = -8513.156298
  nChanged 23
		SP:Iteration 1F (110636.510000 sec): 3 clusters
  Score: Raw -10260.919968 + Penalty 1665.288293 = -8595.631675
  nChanged 2
		SP:Iteration 2Q (110636.690000 sec): 3 clusters
  Score: Raw -10269.177831 + Penalty 1665.288293 = -8603.889538
  nChanged 2
		SP:Iteration 3Q (110636.870000 sec): 3 clusters
  Score: Raw -10276.501930 + Penalty 1665.288293 = -8611.213637
  nChanged 3
		SP:Iteration 4Q (110637.040000 sec): 3 clusters
  Score: Raw -10299.413228 + Penalty 1665.288293 = -8634.124935
  nChanged 3
		SP:Iteration 5Q (110637.220000 sec): 3 clusters
  Score: Raw -10322.769178 + Penalty 1665.288293 = -8657.480885
  nChanged 4
		SP:Iteration 6Q (110637.390000 sec): 3 clusters
  Score: Raw -10366.713654 + Penalty 1665.288293 = -8701.425361
  nChanged 5
		SP:Iteration 7Q (110637.570000 sec): 3 clusters
  Score: Raw -10408.023201 + Penalty 1665.288293 = -8742.734908
  nChanged 8
		SP:Iteration 8Q (110637.740000 sec): 3 clusters
  Score: Raw -10457.922580 + Penalty 1665.288293 = -8792.634287
  nChanged 2
		SP:Iteration 9Q (110637.920000 sec): 3 clusters
  Score: Raw -10474.066064 + Penalty 1665.288293 = -8808.777771
  nChanged 4
		SP:Iteration 10Q (110638.090000 sec): 3 clusters
  Score: Raw -10497.145572 + Penalty 1665.288293 = -8831.857278
  nChanged 1
		SP:Iteration 11Q (110638.270000 sec): 3 clusters
  Score: Raw -10507.343872 + Penalty 1665.288293 = -8842.055579
  nChanged 2
		SP:Iteration 12Q (110638.450000 sec): 3 clusters
  Score: Raw -10531.978536 + Penalty 1665.288293 = -8866.690243
  nChanged 1
		SP:Iteration 13Q (110638.620000 sec): 3 clusters
  Score: Raw -10535.158096 + Penalty 1665.288293 = -8869.869802
  nChanged 0
		SP:Iteration 14F (110638.800000 sec): 3 clusters
  Score: Raw -10535.158096 + Penalty 1665.288293 = -8869.869802
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 78 (1004 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (110638.850000 sec): 2 clusters
  Score: Raw -124457.411524 + Penalty 1123.158936 = -123334.252587
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (110639.030000 sec): 3 clusters
  Score: Raw -124129.005433 + Penalty 2246.317873 = -121882.687561
  nChanged 307
		SP:Iteration 1F (110639.200000 sec): 3 clusters
  Score: Raw -124380.054882 + Penalty 2246.317873 = -122133.737009
  nChanged 60
		SP:Iteration 2F (110639.380000 sec): 3 clusters
  Score: Raw -124431.561531 + Penalty 2246.317873 = -122185.243659
  nChanged 35
		SP:Iteration 3Q (110639.550000 sec): 3 clusters
  Score: Raw -124461.086209 + Penalty 2246.317873 = -122214.768337
  nChanged 22
		SP:Iteration 4Q (110639.730000 sec): 3 clusters
  Score: Raw -124480.612341 + Penalty 2246.317873 = -122234.294468
  nChanged 16
		SP:Iteration 5Q (110639.910000 sec): 3 clusters
  Score: Raw -124497.833067 + Penalty 2246.317873 = -122251.515194
  nChanged 12
		SP:Iteration 6Q (110640.080000 sec): 3 clusters
  Score: Raw -124509.988469 + Penalty 2246.317873 = -122263.670597
  nChanged 7
		SP:Iteration 7Q (110640.260000 sec): 3 clusters
  Score: Raw -124514.758823 + Penalty 2246.317873 = -122268.440951
  nChanged 4
		SP:Iteration 8Q (110640.430000 sec): 3 clusters
  Score: Raw -124517.536886 + Penalty 2246.317873 = -122271.219014
  nChanged 3
		SP:Iteration 9Q (110640.610000 sec): 3 clusters
  Score: Raw -124519.208425 + Penalty 2246.317873 = -122272.890552
  nChanged 1
		SP:Iteration 10Q (110640.790000 sec): 3 clusters
  Score: Raw -124519.535454 + Penalty 2246.317873 = -122273.217581
  nChanged 0
		SP:Iteration 11F (110640.960000 sec): 3 clusters
  Score: Raw -124519.535454 + Penalty 2246.317873 = -122273.217581
  nChanged 0
Iteration 419Q (110802.210000 sec): 79 clusters
  Score: Raw -104767943.163934 + Penalty 173513.815276 = -104594429.348658
  nChanged 118
Iteration 420F (111028.490000 sec): 79 clusters
  Score: Raw -104767948.516585 + Penalty 173513.815276 = -104594434.701310
  nChanged 141
Iteration 421Q (111188.590000 sec): 79 clusters
  Score: Raw -104767954.864256 + Penalty 173513.815276 = -104594441.048981
  nChanged 135
Iteration 422Q (111350.970000 sec): 79 clusters
  Score: Raw -104767960.183394 + Penalty 173513.815276 = -104594446.368118
  nChanged 134
Iteration 423Q (111512.030000 sec): 79 clusters
  Score: Raw -104767965.517470 + Penalty 173513.815276 = -104594451.702195
  nChanged 146
Iteration 424Q (111672.730000 sec): 79 clusters
  Score: Raw -104767971.595112 + Penalty 173513.815276 = -104594457.779837
  nChanged 141
Iteration 425Q (111832.620000 sec): 79 clusters
  Score: Raw -104767977.789522 + Penalty 173513.815276 = -104594463.974246
  nChanged 153
Iteration 426Q (111996.360000 sec): 79 clusters
  Score: Raw -104767984.815327 + Penalty 173513.815276 = -104594471.000051
  nChanged 159
Iteration 427Q (112158.110000 sec): 79 clusters
  Score: Raw -104767993.452942 + Penalty 173513.815276 = -104594479.637666
  nChanged 172
Iteration 428Q (112317.770000 sec): 79 clusters
  Score: Raw -104768002.005712 + Penalty 173513.815276 = -104594488.190436
  nChanged 159
Iteration 429Q (112481.360000 sec): 79 clusters
  Score: Raw -104768009.027302 + Penalty 173513.815276 = -104594495.212027
  nChanged 132
Iteration 430Q (112644.300000 sec): 79 clusters
  Score: Raw -104768014.887727 + Penalty 173513.815276 = -104594501.072451
  nChanged 131
Iteration 431Q (112807.640000 sec): 79 clusters
  Score: Raw -104768020.214517 + Penalty 173513.815276 = -104594506.399241
  nChanged 127
Iteration 432Q (112971.350000 sec): 79 clusters
  Score: Raw -104768025.605543 + Penalty 173513.815276 = -104594511.790267
  nChanged 120
Iteration 433Q (113131.870000 sec): 79 clusters
  Score: Raw -104768030.233029 + Penalty 173513.815276 = -104594516.417754
  nChanged 107
Iteration 434Q (113294.770000 sec): 79 clusters
  Score: Raw -104768033.978229 + Penalty 173513.815276 = -104594520.162953
  nChanged 103
Iteration 435Q (113456.390000 sec): 79 clusters
  Score: Raw -104768037.587170 + Penalty 173513.815276 = -104594523.771894
  nChanged 97
Iteration 436Q (113616.640000 sec): 79 clusters
  Score: Raw -104768041.107794 + Penalty 173513.815276 = -104594527.292518
  nChanged 108
Iteration 437Q (113780.460000 sec): 79 clusters
  Score: Raw -104768045.522810 + Penalty 173513.815276 = -104594531.707534
  nChanged 89
Iteration 438Q (113944.500000 sec): 79 clusters
  Score: Raw -104768048.809677 + Penalty 173513.815276 = -104594534.994402
  nChanged 89
Iteration 439Q (114102.340000 sec): 79 clusters
  Score: Raw -104768052.335684 + Penalty 173513.815276 = -104594538.520408
  nChanged 103
Iteration 440F (114330.880000 sec): 79 clusters
  Score: Raw -104768056.176877 + Penalty 173513.815276 = -104594542.361601
  nChanged 115
Iteration 441Q (114493.310000 sec): 79 clusters
  Score: Raw -104768060.588227 + Penalty 173513.815276 = -104594546.772952
  nChanged 98
Iteration 442Q (114653.900000 sec): 79 clusters
  Score: Raw -104768065.793467 + Penalty 173513.815276 = -104594551.978191
  nChanged 123
Iteration 443Q (114811.550000 sec): 79 clusters
  Score: Raw -104768071.618703 + Penalty 173513.815276 = -104594557.803428
  nChanged 140
Iteration 444Q (114974.560000 sec): 79 clusters
  Score: Raw -104768077.616412 + Penalty 173513.815276 = -104594563.801136
  nChanged 126
Iteration 445Q (115138.350000 sec): 79 clusters
  Score: Raw -104768083.226469 + Penalty 173513.815276 = -104594569.411193
  nChanged 130
Iteration 446Q (115300.230000 sec): 79 clusters
  Score: Raw -104768087.995658 + Penalty 173513.815276 = -104594574.180383
  nChanged 112
Iteration 447Q (115458.210000 sec): 79 clusters
  Score: Raw -104768092.952896 + Penalty 173513.815276 = -104594579.137620
  nChanged 135
Iteration 448Q (115621.850000 sec): 79 clusters
  Score: Raw -104768098.842280 + Penalty 173513.815276 = -104594585.027004
  nChanged 118
Iteration 449Q (115785.060000 sec): 79 clusters
  Score: Raw -104768103.479019 + Penalty 173513.815276 = -104594589.663743
  nChanged 124
Iteration 450Q (115945.810000 sec): 79 clusters
  Score: Raw -104768108.284196 + Penalty 173513.815276 = -104594594.468920
  nChanged 125
Iteration 451Q (116108.270000 sec): 79 clusters
  Score: Raw -104768113.734954 + Penalty 173513.815276 = -104594599.919679
  nChanged 139
Iteration 452Q (116269.770000 sec): 79 clusters
  Score: Raw -104768119.451743 + Penalty 173513.815276 = -104594605.636468
  nChanged 145
Iteration 453Q (116432.040000 sec): 79 clusters
  Score: Raw -104768125.077150 + Penalty 173513.815276 = -104594611.261875
  nChanged 138
Iteration 454Q (116594.140000 sec): 79 clusters
  Score: Raw -104768131.642737 + Penalty 173513.815276 = -104594617.827462
  nChanged 149
Iteration 455Q (116748.610000 sec): 79 clusters
  Score: Raw -104768139.428772 + Penalty 173513.815276 = -104594625.613497
  nChanged 129
Iteration 456Q (116910.430000 sec): 79 clusters
  Score: Raw -104768146.308086 + Penalty 173513.815276 = -104594632.492810
  nChanged 123
Iteration 457Q (117072.070000 sec): 79 clusters
  Score: Raw -104768151.664388 + Penalty 173513.815276 = -104594637.849113
  nChanged 127
Iteration 458Q (117232.110000 sec): 79 clusters
  Score: Raw -104768156.395656 + Penalty 173513.815276 = -104594642.580381
  nChanged 97
Writing temp clu file 
Because OldScore, -104594637.849113, is greater than current (better) Score,-104594642.580381 
 Compute initial score before splitting:   Score: Raw -104768156.395656 + Penalty 173513.815276 = -104594642.580381
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 1 (379 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (117232.290000 sec): 2 clusters
  Score: Raw -35668.273532 + Penalty 964.849633 = -34703.423898
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (117232.470000 sec): 3 clusters
  Score: Raw -35696.635865 + Penalty 1929.699267 = -33766.936599
  nChanged 83
		SP:Iteration 1F (117232.640000 sec): 3 clusters
  Score: Raw -35843.238381 + Penalty 1929.699267 = -33913.539115
  nChanged 16
		SP:Iteration 2Q (117232.820000 sec): 3 clusters
  Score: Raw -35888.403866 + Penalty 1929.699267 = -33958.704599
  nChanged 15
		SP:Iteration 3Q (117232.990000 sec): 3 clusters
  Score: Raw -35935.200377 + Penalty 1929.699267 = -34005.501110
  nChanged 13
		SP:Iteration 4Q (117233.170000 sec): 3 clusters
  Score: Raw -35982.544543 + Penalty 1929.699267 = -34052.845276
  nChanged 9
		SP:Iteration 5Q (117233.350000 sec): 3 clusters
  Score: Raw -36016.531476 + Penalty 1929.699267 = -34086.832209
  nChanged 5
		SP:Iteration 6Q (117233.520000 sec): 3 clusters
  Score: Raw -36032.001902 + Penalty 1929.699267 = -34102.302635
  nChanged 6
		SP:Iteration 7Q (117233.700000 sec): 3 clusters
  Score: Raw -36049.074375 + Penalty 1929.699267 = -34119.375109
  nChanged 3
		SP:Iteration 8Q (117233.870000 sec): 3 clusters
  Score: Raw -36055.658474 + Penalty 1929.699267 = -34125.959208
  nChanged 2
		SP:Iteration 9Q (117234.050000 sec): 3 clusters
  Score: Raw -36060.149810 + Penalty 1929.699267 = -34130.450544
  nChanged 2
		SP:Iteration 10Q (117234.230000 sec): 3 clusters
  Score: Raw -36061.684734 + Penalty 1929.699267 = -34131.985468
  nChanged 0
		SP:Iteration 11F (117234.400000 sec): 3 clusters
  Score: Raw -36061.684734 + Penalty 1929.699267 = -34131.985468
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 2 (29118 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (117234.700000 sec): 2 clusters
  Score: Raw -3568304.926229 + Penalty 1670.355671 = -3566634.570559
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (117235.110000 sec): 3 clusters
  Score: Raw -3550447.639907 + Penalty 3340.711341 = -3547106.928566
  nChanged 13391
		SP:Iteration 1F (117235.510000 sec): 3 clusters
  Score: Raw -3558038.878682 + Penalty 3340.711341 = -3554698.167341
  nChanged 1341
		SP:Iteration 2Q (117235.970000 sec): 3 clusters
  Score: Raw -3558479.531499 + Penalty 3340.711341 = -3555138.820158
  nChanged 1296
		SP:Iteration 3Q (117236.420000 sec): 3 clusters
  Score: Raw -3558920.750766 + Penalty 3340.711341 = -3555580.039425
  nChanged 1189
		SP:Iteration 4Q (117236.870000 sec): 3 clusters
  Score: Raw -3559313.758591 + Penalty 3340.711341 = -3555973.047250
  nChanged 1117
		SP:Iteration 5Q (117237.280000 sec): 3 clusters
  Score: Raw -3559697.688607 + Penalty 3340.711341 = -3556356.977265
  nChanged 1058
		SP:Iteration 6Q (117237.690000 sec): 3 clusters
  Score: Raw -3560048.767649 + Penalty 3340.711341 = -3556708.056308
  nChanged 1050
		SP:Iteration 7Q (117238.090000 sec): 3 clusters
  Score: Raw -3560477.032897 + Penalty 3340.711341 = -3557136.321556
  nChanged 1157
		SP:Iteration 8Q (117238.540000 sec): 3 clusters
  Score: Raw -3561033.987810 + Penalty 3340.711341 = -3557693.276469
  nChanged 1294
		SP:Iteration 9Q (117238.950000 sec): 3 clusters
  Score: Raw -3561746.869177 + Penalty 3340.711341 = -3558406.157836
  nChanged 1381
		SP:Iteration 10Q (117239.350000 sec): 3 clusters
  Score: Raw -3562578.733130 + Penalty 3340.711341 = -3559238.021789
  nChanged 1385
		SP:Iteration 11Q (117239.760000 sec): 3 clusters
  Score: Raw -3563400.319420 + Penalty 3340.711341 = -3560059.608079
  nChanged 1252
		SP:Iteration 12Q (117240.210000 sec): 3 clusters
  Score: Raw -3564022.374122 + Penalty 3340.711341 = -3560681.662781
  nChanged 966
		SP:Iteration 13Q (117240.620000 sec): 3 clusters
  Score: Raw -3564399.751007 + Penalty 3340.711341 = -3561059.039666
  nChanged 696
		SP:Iteration 14Q (117241.030000 sec): 3 clusters
  Score: Raw -3564611.888717 + Penalty 3340.711341 = -3561271.177376
  nChanged 513
		SP:Iteration 15Q (117241.430000 sec): 3 clusters
  Score: Raw -3564758.868539 + Penalty 3340.711341 = -3561418.157198
  nChanged 430
		SP:Iteration 16Q (117241.840000 sec): 3 clusters
  Score: Raw -3564883.263044 + Penalty 3340.711341 = -3561542.551703
  nChanged 409
		SP:Iteration 17Q (117242.230000 sec): 3 clusters
  Score: Raw -3565009.480427 + Penalty 3340.711341 = -3561668.769086
  nChanged 393
		SP:Iteration 18Q (117242.640000 sec): 3 clusters
  Score: Raw -3565139.126982 + Penalty 3340.711341 = -3561798.415641
  nChanged 399
		SP:Iteration 19Q (117243.050000 sec): 3 clusters
  Score: Raw -3565273.357219 + Penalty 3340.711341 = -3561932.645878
  nChanged 405
		SP:Iteration 20F (117243.450000 sec): 3 clusters
  Score: Raw -3565408.368075 + Penalty 3340.711341 = -3562067.656734
  nChanged 380
		SP:Iteration 21Q (117243.860000 sec): 3 clusters
  Score: Raw -3565551.958603 + Penalty 3340.711341 = -3562211.247262
  nChanged 426
		SP:Iteration 22Q (117244.270000 sec): 3 clusters
  Score: Raw -3565721.148707 + Penalty 3340.711341 = -3562380.437366
  nChanged 404
		SP:Iteration 23Q (117244.670000 sec): 3 clusters
  Score: Raw -3565888.002030 + Penalty 3340.711341 = -3562547.290689
  nChanged 398
		SP:Iteration 24Q (117245.080000 sec): 3 clusters
  Score: Raw -3566043.992347 + Penalty 3340.711341 = -3562703.281006
  nChanged 390
		SP:Iteration 25Q (117245.490000 sec): 3 clusters
  Score: Raw -3566196.473426 + Penalty 3340.711341 = -3562855.762085
  nChanged 368
		SP:Iteration 26Q (117245.830000 sec): 3 clusters
  Score: Raw -3566350.879447 + Penalty 3340.711341 = -3563010.168106
  nChanged 362
		SP:Iteration 27Q (117246.210000 sec): 3 clusters
  Score: Raw -3566505.764571 + Penalty 3340.711341 = -3563165.053230
  nChanged 368
		SP:Iteration 28Q (117246.620000 sec): 3 clusters
  Score: Raw -3566657.809957 + Penalty 3340.711341 = -3563317.098616
  nChanged 309
		SP:Iteration 29Q (117247.020000 sec): 3 clusters
  Score: Raw -3566782.276824 + Penalty 3340.711341 = -3563441.565483
  nChanged 276
		SP:Iteration 30Q (117247.440000 sec): 3 clusters
  Score: Raw -3566884.479481 + Penalty 3340.711341 = -3563543.768140
  nChanged 266
		SP:Iteration 31Q (117247.830000 sec): 3 clusters
  Score: Raw -3566969.292972 + Penalty 3340.711341 = -3563628.581631
  nChanged 231
		SP:Iteration 32Q (117248.230000 sec): 3 clusters
  Score: Raw -3567041.503614 + Penalty 3340.711341 = -3563700.792273
  nChanged 219
		SP:Iteration 33Q (117248.510000 sec): 3 clusters
  Score: Raw -3567107.205825 + Penalty 3340.711341 = -3563766.494484
  nChanged 212
		SP:Iteration 34Q (117248.880000 sec): 3 clusters
  Score: Raw -3567165.081003 + Penalty 3340.711341 = -3563824.369662
  nChanged 191
		SP:Iteration 35Q (117249.240000 sec): 3 clusters
  Score: Raw -3567217.108916 + Penalty 3340.711341 = -3563876.397575
  nChanged 196
		SP:Iteration 36Q (117249.600000 sec): 3 clusters
  Score: Raw -3567273.483428 + Penalty 3340.711341 = -3563932.772087
  nChanged 197
		SP:Iteration 37Q (117249.970000 sec): 3 clusters
  Score: Raw -3567332.737005 + Penalty 3340.711341 = -3563992.025663
  nChanged 179
		SP:Iteration 38Q (117250.330000 sec): 3 clusters
  Score: Raw -3567386.821230 + Penalty 3340.711341 = -3564046.109889
  nChanged 161
		SP:Iteration 39Q (117250.690000 sec): 3 clusters
  Score: Raw -3567434.866669 + Penalty 3340.711341 = -3564094.155328
  nChanged 143
		SP:Iteration 40F (117251.100000 sec): 3 clusters
  Score: Raw -3567474.139294 + Penalty 3340.711341 = -3564133.427953
  nChanged 161
		SP:Iteration 41Q (117251.460000 sec): 3 clusters
  Score: Raw -3567515.472000 + Penalty 3340.711341 = -3564174.760659
  nChanged 150
		SP:Iteration 42Q (117251.830000 sec): 3 clusters
  Score: Raw -3567550.118971 + Penalty 3340.711341 = -3564209.407630
  nChanged 127
		SP:Iteration 43Q (117252.190000 sec): 3 clusters
  Score: Raw -3567576.005790 + Penalty 3340.711341 = -3564235.294449
  nChanged 108
		SP:Iteration 44Q (117252.550000 sec): 3 clusters
  Score: Raw -3567600.298985 + Penalty 3340.711341 = -3564259.587644
  nChanged 123
		SP:Iteration 45Q (117252.910000 sec): 3 clusters
  Score: Raw -3567627.424357 + Penalty 3340.711341 = -3564286.713016
  nChanged 107
		SP:Iteration 46Q (117253.270000 sec): 3 clusters
  Score: Raw -3567648.845819 + Penalty 3340.711341 = -3564308.134478
  nChanged 113
		SP:Iteration 47Q (117253.640000 sec): 3 clusters
  Score: Raw -3567672.845553 + Penalty 3340.711341 = -3564332.134212
  nChanged 122
		SP:Iteration 48Q (117254.000000 sec): 3 clusters
  Score: Raw -3567702.249901 + Penalty 3340.711341 = -3564361.538560
  nChanged 130
		SP:Iteration 49Q (117254.370000 sec): 3 clusters
  Score: Raw -3567734.210989 + Penalty 3340.711341 = -3564393.499648
  nChanged 131
		SP:Iteration 50Q (117254.730000 sec): 3 clusters
  Score: Raw -3567766.102749 + Penalty 3340.711341 = -3564425.391408
  nChanged 129
		SP:Iteration 51Q (117255.090000 sec): 3 clusters
  Score: Raw -3567802.218096 + Penalty 3340.711341 = -3564461.506755
  nChanged 144
		SP:Iteration 52Q (117255.450000 sec): 3 clusters
  Score: Raw -3567848.036154 + Penalty 3340.711341 = -3564507.324813
  nChanged 149
		SP:Iteration 53Q (117255.820000 sec): 3 clusters
  Score: Raw -3567902.996380 + Penalty 3340.711341 = -3564562.285039
  nChanged 152
		SP:Iteration 54Q (117256.180000 sec): 3 clusters
  Score: Raw -3567957.926316 + Penalty 3340.711341 = -3564617.214974
  nChanged 145
		SP:Iteration 55Q (117256.540000 sec): 3 clusters
  Score: Raw -3568006.785065 + Penalty 3340.711341 = -3564666.073724
  nChanged 116
		SP:Iteration 56Q (117256.970000 sec): 3 clusters
  Score: Raw -3568038.556471 + Penalty 3340.711341 = -3564697.845130
  nChanged 103
		SP:Iteration 57Q (117257.310000 sec): 3 clusters
  Score: Raw -3568067.535176 + Penalty 3340.711341 = -3564726.823835
  nChanged 89
		SP:Iteration 58Q (117257.670000 sec): 3 clusters
  Score: Raw -3568091.261549 + Penalty 3340.711341 = -3564750.550208
  nChanged 71
		SP:Iteration 59Q (117258.060000 sec): 3 clusters
  Score: Raw -3568110.180489 + Penalty 3340.711341 = -3564769.469148
  nChanged 79
		SP:Iteration 60F (117258.490000 sec): 3 clusters
  Score: Raw -3568135.070448 + Penalty 3340.711341 = -3564794.359107
  nChanged 67
		SP:Iteration 61Q (117258.860000 sec): 3 clusters
  Score: Raw -3568154.730365 + Penalty 3340.711341 = -3564814.019024
  nChanged 66
		SP:Iteration 62Q (117259.230000 sec): 3 clusters
  Score: Raw -3568174.923330 + Penalty 3340.711341 = -3564834.211989
  nChanged 67
		SP:Iteration 63Q (117259.590000 sec): 3 clusters
  Score: Raw -3568196.509014 + Penalty 3340.711341 = -3564855.797673
  nChanged 60
		SP:Iteration 64Q (117259.990000 sec): 3 clusters
  Score: Raw -3568217.971929 + Penalty 3340.711341 = -3564877.260588
  nChanged 63
		SP:Iteration 65Q (117260.320000 sec): 3 clusters
  Score: Raw -3568237.794098 + Penalty 3340.711341 = -3564897.082757
  nChanged 55
		SP:Iteration 66Q (117260.710000 sec): 3 clusters
  Score: Raw -3568252.462943 + Penalty 3340.711341 = -3564911.751602
  nChanged 35
		SP:Iteration 67Q (117261.070000 sec): 3 clusters
  Score: Raw -3568262.468139 + Penalty 3340.711341 = -3564921.756798
  nChanged 32
		SP:Iteration 68Q (117261.430000 sec): 3 clusters
  Score: Raw -3568274.447656 + Penalty 3340.711341 = -3564933.736315
  nChanged 47
		SP:Iteration 69Q (117261.790000 sec): 3 clusters
  Score: Raw -3568292.884518 + Penalty 3340.711341 = -3564952.173177
  nChanged 52
		SP:Iteration 70Q (117262.150000 sec): 3 clusters
  Score: Raw -3568313.477665 + Penalty 3340.711341 = -3564972.766323
  nChanged 54
		SP:Iteration 71Q (117262.510000 sec): 3 clusters
  Score: Raw -3568334.420915 + Penalty 3340.711341 = -3564993.709574
  nChanged 49
		SP:Iteration 72Q (117262.870000 sec): 3 clusters
  Score: Raw -3568354.538303 + Penalty 3340.711341 = -3565013.826962
  nChanged 60
		SP:Iteration 73Q (117263.230000 sec): 3 clusters
  Score: Raw -3568374.466967 + Penalty 3340.711341 = -3565033.755626
  nChanged 42
		SP:Iteration 74Q (117263.590000 sec): 3 clusters
  Score: Raw -3568388.056300 + Penalty 3340.711341 = -3565047.344959
  nChanged 43
		SP:Iteration 75Q (117263.950000 sec): 3 clusters
  Score: Raw -3568404.140520 + Penalty 3340.711341 = -3565063.429179
  nChanged 35
		SP:Iteration 76Q (117264.310000 sec): 3 clusters
  Score: Raw -3568416.733838 + Penalty 3340.711341 = -3565076.022497
  nChanged 30
		SP:Iteration 77Q (117264.670000 sec): 3 clusters
  Score: Raw -3568428.123406 + Penalty 3340.711341 = -3565087.412065
  nChanged 25
		SP:Iteration 78Q (117265.040000 sec): 3 clusters
  Score: Raw -3568436.446482 + Penalty 3340.711341 = -3565095.735141
  nChanged 30
		SP:Iteration 79Q (117265.400000 sec): 3 clusters
  Score: Raw -3568448.313291 + Penalty 3340.711341 = -3565107.601950
  nChanged 22
		SP:Iteration 80F (117265.770000 sec): 3 clusters
  Score: Raw -3568456.043299 + Penalty 3340.711341 = -3565115.331958
  nChanged 20
		SP:Iteration 81Q (117266.170000 sec): 3 clusters
  Score: Raw -3568461.631745 + Penalty 3340.711341 = -3565120.920404
  nChanged 16
		SP:Iteration 82Q (117266.500000 sec): 3 clusters
  Score: Raw -3568466.033888 + Penalty 3340.711341 = -3565125.322547
  nChanged 10
		SP:Iteration 83Q (117266.860000 sec): 3 clusters
  Score: Raw -3568468.587921 + Penalty 3340.711341 = -3565127.876580
  nChanged 9
		SP:Iteration 84Q (117267.220000 sec): 3 clusters
  Score: Raw -3568470.718702 + Penalty 3340.711341 = -3565130.007361
  nChanged 9
		SP:Iteration 85Q (117267.580000 sec): 3 clusters
  Score: Raw -3568473.342835 + Penalty 3340.711341 = -3565132.631494
  nChanged 13
		SP:Iteration 86Q (117267.940000 sec): 3 clusters
  Score: Raw -3568477.305605 + Penalty 3340.711341 = -3565136.594264
  nChanged 9
		SP:Iteration 87Q (117268.300000 sec): 3 clusters
  Score: Raw -3568479.792043 + Penalty 3340.711341 = -3565139.080702
  nChanged 14
		SP:Iteration 88Q (117268.660000 sec): 3 clusters
  Score: Raw -3568483.832030 + Penalty 3340.711341 = -3565143.120689
  nChanged 14
		SP:Iteration 89Q (117269.020000 sec): 3 clusters
  Score: Raw -3568487.903969 + Penalty 3340.711341 = -3565147.192628
  nChanged 17
		SP:Iteration 90Q (117269.390000 sec): 3 clusters
  Score: Raw -3568493.322319 + Penalty 3340.711341 = -3565152.610978
  nChanged 9
		SP:Iteration 91Q (117269.750000 sec): 3 clusters
  Score: Raw -3568496.127446 + Penalty 3340.711341 = -3565155.416105
  nChanged 8
		SP:Iteration 92Q (117270.070000 sec): 3 clusters
  Score: Raw -3568498.497166 + Penalty 3340.711341 = -3565157.785825
  nChanged 5
		SP:Iteration 93Q (117270.440000 sec): 3 clusters
  Score: Raw -3568500.551747 + Penalty 3340.711341 = -3565159.840406
  nChanged 7
		SP:Iteration 94Q (117270.800000 sec): 3 clusters
  Score: Raw -3568503.927861 + Penalty 3340.711341 = -3565163.216520
  nChanged 6
		SP:Iteration 95Q (117271.160000 sec): 3 clusters
  Score: Raw -3568505.502783 + Penalty 3340.711341 = -3565164.791442
  nChanged 3
		SP:Iteration 96Q (117271.530000 sec): 3 clusters
  Score: Raw -3568506.414452 + Penalty 3340.711341 = -3565165.703111
  nChanged 5
		SP:Iteration 97Q (117271.890000 sec): 3 clusters
  Score: Raw -3568508.049215 + Penalty 3340.711341 = -3565167.337874
  nChanged 2
		SP:Iteration 98Q (117272.250000 sec): 3 clusters
  Score: Raw -3568508.858792 + Penalty 3340.711341 = -3565168.147451
  nChanged 7
		SP:Iteration 99Q (117272.610000 sec): 3 clusters
  Score: Raw -3568510.885670 + Penalty 3340.711341 = -3565170.174329
  nChanged 4
		SP:Iteration 100F (117272.980000 sec): 3 clusters
  Score: Raw -3568512.316527 + Penalty 3340.711341 = -3565171.605186
  nChanged 7
		SP:Iteration 101Q (117273.340000 sec): 3 clusters
  Score: Raw -3568514.990492 + Penalty 3340.711341 = -3565174.279151
  nChanged 5
		SP:Iteration 102Q (117273.700000 sec): 3 clusters
  Score: Raw -3568516.818150 + Penalty 3340.711341 = -3565176.106809
  nChanged 7
		SP:Iteration 103Q (117274.070000 sec): 3 clusters
  Score: Raw -3568518.532221 + Penalty 3340.711341 = -3565177.820880
  nChanged 2
		SP:Iteration 104Q (117274.430000 sec): 3 clusters
  Score: Raw -3568519.201018 + Penalty 3340.711341 = -3565178.489677
  nChanged 3
		SP:Iteration 105Q (117274.800000 sec): 3 clusters
  Score: Raw -3568519.856850 + Penalty 3340.711341 = -3565179.145509
  nChanged 2
		SP:Iteration 106Q (117275.060000 sec): 3 clusters
  Score: Raw -3568520.199625 + Penalty 3340.711341 = -3565179.488284
  nChanged 2
		SP:Iteration 107Q (117275.430000 sec): 3 clusters
  Score: Raw -3568521.042154 + Penalty 3340.711341 = -3565180.330813
  nChanged 3
		SP:Iteration 108Q (117275.790000 sec): 3 clusters
  Score: Raw -3568521.970154 + Penalty 3340.711341 = -3565181.258813
  nChanged 0
		SP:Iteration 109F (117276.200000 sec): 3 clusters
  Score: Raw -3568521.970154 + Penalty 3340.711341 = -3565181.258813
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 3 (5521 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (117276.280000 sec): 2 clusters
  Score: Raw -675071.477473 + Penalty 1400.151071 = -673671.326402
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (117276.450000 sec): 3 clusters
  Score: Raw -672181.827612 + Penalty 2800.302142 = -669381.525470
  nChanged 2288
		SP:Iteration 1F (117276.620000 sec): 3 clusters
  Score: Raw -673392.058868 + Penalty 2800.302142 = -670591.756726
  nChanged 383
		SP:Iteration 2F (117276.800000 sec): 3 clusters
  Score: Raw -673599.554670 + Penalty 2800.302142 = -670799.252528
  nChanged 310
		SP:Iteration 3F (117276.970000 sec): 3 clusters
  Score: Raw -673764.096866 + Penalty 2800.302142 = -670963.794724
  nChanged 262
		SP:Iteration 4Q (117277.180000 sec): 3 clusters
  Score: Raw -673904.500235 + Penalty 2800.302142 = -671104.198093
  nChanged 245
		SP:Iteration 5Q (117277.350000 sec): 3 clusters
  Score: Raw -674047.071587 + Penalty 2800.302142 = -671246.769446
  nChanged 229
		SP:Iteration 6Q (117277.520000 sec): 3 clusters
  Score: Raw -674178.751839 + Penalty 2800.302142 = -671378.449697
  nChanged 206
		SP:Iteration 7Q (117277.700000 sec): 3 clusters
  Score: Raw -674292.514002 + Penalty 2800.302142 = -671492.211861
  nChanged 206
		SP:Iteration 8Q (117277.860000 sec): 3 clusters
  Score: Raw -674417.775732 + Penalty 2800.302142 = -671617.473590
  nChanged 204
		SP:Iteration 9Q (117278.040000 sec): 3 clusters
  Score: Raw -674539.834935 + Penalty 2800.302142 = -671739.532793
  nChanged 186
		SP:Iteration 10Q (117278.210000 sec): 3 clusters
  Score: Raw -674643.840549 + Penalty 2800.302142 = -671843.538408
  nChanged 159
		SP:Iteration 11Q (117278.380000 sec): 3 clusters
  Score: Raw -674744.550930 + Penalty 2800.302142 = -671944.248788
  nChanged 155
		SP:Iteration 12Q (117278.550000 sec): 3 clusters
  Score: Raw -674847.906092 + Penalty 2800.302142 = -672047.603950
  nChanged 133
		SP:Iteration 13Q (117278.720000 sec): 3 clusters
  Score: Raw -674959.210576 + Penalty 2800.302142 = -672158.908434
  nChanged 130
		SP:Iteration 14Q (117278.900000 sec): 3 clusters
  Score: Raw -675084.521191 + Penalty 2800.302142 = -672284.219050
  nChanged 126
		SP:Iteration 15Q (117279.070000 sec): 3 clusters
  Score: Raw -675226.848743 + Penalty 2800.302142 = -672426.546601
  nChanged 120
		SP:Iteration 16Q (117279.240000 sec): 3 clusters
  Score: Raw -675363.040327 + Penalty 2800.302142 = -672562.738185
  nChanged 107
		SP:Iteration 17Q (117279.410000 sec): 3 clusters
  Score: Raw -675477.069747 + Penalty 2800.302142 = -672676.767606
  nChanged 97
		SP:Iteration 18Q (117279.580000 sec): 3 clusters
  Score: Raw -675563.496268 + Penalty 2800.302142 = -672763.194126
  nChanged 75
		SP:Iteration 19Q (117279.750000 sec): 3 clusters
  Score: Raw -675636.865578 + Penalty 2800.302142 = -672836.563436
  nChanged 68
		SP:Iteration 20F (117279.920000 sec): 3 clusters
  Score: Raw -675711.534791 + Penalty 2800.302142 = -672911.232649
  nChanged 56
		SP:Iteration 21Q (117280.100000 sec): 3 clusters
  Score: Raw -675792.199431 + Penalty 2800.302142 = -672991.897290
  nChanged 44
		SP:Iteration 22Q (117280.270000 sec): 3 clusters
  Score: Raw -675868.297129 + Penalty 2800.302142 = -673067.994987
  nChanged 29
		SP:Iteration 23Q (117280.440000 sec): 3 clusters
  Score: Raw -675906.856410 + Penalty 2800.302142 = -673106.554268
  nChanged 19
		SP:Iteration 24Q (117280.610000 sec): 3 clusters
  Score: Raw -675926.284931 + Penalty 2800.302142 = -673125.982789
  nChanged 15
		SP:Iteration 25Q (117280.780000 sec): 3 clusters
  Score: Raw -675942.093223 + Penalty 2800.302142 = -673141.791081
  nChanged 6
		SP:Iteration 26Q (117280.950000 sec): 3 clusters
  Score: Raw -675946.960192 + Penalty 2800.302142 = -673146.658050
  nChanged 5
		SP:Iteration 27Q (117281.120000 sec): 3 clusters
  Score: Raw -675951.194429 + Penalty 2800.302142 = -673150.892288
  nChanged 8
		SP:Iteration 28Q (117281.300000 sec): 3 clusters
  Score: Raw -675955.939570 + Penalty 2800.302142 = -673155.637428
  nChanged 3
		SP:Iteration 29Q (117281.470000 sec): 3 clusters
  Score: Raw -675957.224706 + Penalty 2800.302142 = -673156.922565
  nChanged 2
		SP:Iteration 30Q (117281.640000 sec): 3 clusters
  Score: Raw -675958.321174 + Penalty 2800.302142 = -673158.019032
  nChanged 3
		SP:Iteration 31Q (117281.810000 sec): 3 clusters
  Score: Raw -675959.205545 + Penalty 2800.302142 = -673158.903403
  nChanged 0
		SP:Iteration 32F (117281.980000 sec): 3 clusters
  Score: Raw -675959.205545 + Penalty 2800.302142 = -673158.903403
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 4 (9273 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (117282.110000 sec): 2 clusters
  Score: Raw -1161276.452723 + Penalty 1484.415113 = -1159792.037611
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (117282.300000 sec): 3 clusters
  Score: Raw -1156144.247173 + Penalty 2968.830225 = -1153175.416948
  nChanged 3904
		SP:Iteration 1F (117282.490000 sec): 3 clusters
  Score: Raw -1158197.164392 + Penalty 2968.830225 = -1155228.334167
  nChanged 571
		SP:Iteration 2F (117282.680000 sec): 3 clusters
  Score: Raw -1158430.728006 + Penalty 2968.830225 = -1155461.897781
  nChanged 437
		SP:Iteration 3Q (117282.870000 sec): 3 clusters
  Score: Raw -1158603.148427 + Penalty 2968.830225 = -1155634.318202
  nChanged 376
		SP:Iteration 4Q (117283.060000 sec): 3 clusters
  Score: Raw -1158750.434711 + Penalty 2968.830225 = -1155781.604486
  nChanged 326
		SP:Iteration 5Q (117283.250000 sec): 3 clusters
  Score: Raw -1158896.579650 + Penalty 2968.830225 = -1155927.749424
  nChanged 326
		SP:Iteration 6Q (117283.440000 sec): 3 clusters
  Score: Raw -1159063.076958 + Penalty 2968.830225 = -1156094.246733
  nChanged 341
		SP:Iteration 7Q (117283.630000 sec): 3 clusters
  Score: Raw -1159245.896172 + Penalty 2968.830225 = -1156277.065947
  nChanged 344
		SP:Iteration 8Q (117283.820000 sec): 3 clusters
  Score: Raw -1159474.569112 + Penalty 2968.830225 = -1156505.738887
  nChanged 380
		SP:Iteration 9Q (117284.010000 sec): 3 clusters
  Score: Raw -1159725.661046 + Penalty 2968.830225 = -1156756.830821
  nChanged 403
		SP:Iteration 10Q (117284.200000 sec): 3 clusters
  Score: Raw -1160004.344946 + Penalty 2968.830225 = -1157035.514721
  nChanged 376
		SP:Iteration 11Q (117284.390000 sec): 3 clusters
  Score: Raw -1160266.685476 + Penalty 2968.830225 = -1157297.855251
  nChanged 336
		SP:Iteration 12Q (117284.580000 sec): 3 clusters
  Score: Raw -1160468.425869 + Penalty 2968.830225 = -1157499.595644
  nChanged 284
		SP:Iteration 13Q (117284.810000 sec): 3 clusters
  Score: Raw -1160594.672499 + Penalty 2968.830225 = -1157625.842274
  nChanged 213
		SP:Iteration 14Q (117285.000000 sec): 3 clusters
  Score: Raw -1160672.588245 + Penalty 2968.830225 = -1157703.758020
  nChanged 170
		SP:Iteration 15Q (117285.200000 sec): 3 clusters
  Score: Raw -1160730.382824 + Penalty 2968.830225 = -1157761.552599
  nChanged 138
		SP:Iteration 16Q (117285.380000 sec): 3 clusters
  Score: Raw -1160773.221157 + Penalty 2968.830225 = -1157804.390932
  nChanged 119
		SP:Iteration 17Q (117285.580000 sec): 3 clusters
  Score: Raw -1160804.626270 + Penalty 2968.830225 = -1157835.796045
  nChanged 102
		SP:Iteration 18Q (117285.770000 sec): 3 clusters
  Score: Raw -1160834.955477 + Penalty 2968.830225 = -1157866.125252
  nChanged 107
		SP:Iteration 19Q (117285.960000 sec): 3 clusters
  Score: Raw -1160864.775944 + Penalty 2968.830225 = -1157895.945719
  nChanged 105
		SP:Iteration 20F (117286.140000 sec): 3 clusters
  Score: Raw -1160893.435539 + Penalty 2968.830225 = -1157924.605314
  nChanged 88
		SP:Iteration 21Q (117286.330000 sec): 3 clusters
  Score: Raw -1160913.985070 + Penalty 2968.830225 = -1157945.154845
  nChanged 77
		SP:Iteration 22Q (117286.520000 sec): 3 clusters
  Score: Raw -1160930.984971 + Penalty 2968.830225 = -1157962.154746
  nChanged 59
		SP:Iteration 23Q (117286.700000 sec): 3 clusters
  Score: Raw -1160945.112921 + Penalty 2968.830225 = -1157976.282696
  nChanged 63
		SP:Iteration 24Q (117286.900000 sec): 3 clusters
  Score: Raw -1160960.647378 + Penalty 2968.830225 = -1157991.817153
  nChanged 55
		SP:Iteration 25Q (117287.080000 sec): 3 clusters
  Score: Raw -1160972.161063 + Penalty 2968.830225 = -1158003.330838
  nChanged 58
		SP:Iteration 26Q (117287.270000 sec): 3 clusters
  Score: Raw -1160985.574621 + Penalty 2968.830225 = -1158016.744396
  nChanged 51
		SP:Iteration 27Q (117287.460000 sec): 3 clusters
  Score: Raw -1160996.835598 + Penalty 2968.830225 = -1158028.005373
  nChanged 55
		SP:Iteration 28Q (117287.640000 sec): 3 clusters
  Score: Raw -1161011.032123 + Penalty 2968.830225 = -1158042.201898
  nChanged 67
		SP:Iteration 29Q (117287.830000 sec): 3 clusters
  Score: Raw -1161026.918607 + Penalty 2968.830225 = -1158058.088382
  nChanged 72
		SP:Iteration 30Q (117288.020000 sec): 3 clusters
  Score: Raw -1161046.158015 + Penalty 2968.830225 = -1158077.327790
  nChanged 76
		SP:Iteration 31Q (117288.200000 sec): 3 clusters
  Score: Raw -1161063.897649 + Penalty 2968.830225 = -1158095.067424
  nChanged 73
		SP:Iteration 32Q (117288.390000 sec): 3 clusters
  Score: Raw -1161080.297865 + Penalty 2968.830225 = -1158111.467640
  nChanged 69
		SP:Iteration 33Q (117288.580000 sec): 3 clusters
  Score: Raw -1161095.305570 + Penalty 2968.830225 = -1158126.475345
  nChanged 60
		SP:Iteration 34Q (117288.770000 sec): 3 clusters
  Score: Raw -1161107.901859 + Penalty 2968.830225 = -1158139.071634
  nChanged 51
		SP:Iteration 35Q (117288.960000 sec): 3 clusters
  Score: Raw -1161119.739902 + Penalty 2968.830225 = -1158150.909677
  nChanged 51
		SP:Iteration 36Q (117289.140000 sec): 3 clusters
  Score: Raw -1161131.606377 + Penalty 2968.830225 = -1158162.776152
  nChanged 57
		SP:Iteration 37Q (117289.330000 sec): 3 clusters
  Score: Raw -1161143.162393 + Penalty 2968.830225 = -1158174.332168
  nChanged 50
		SP:Iteration 38Q (117289.520000 sec): 3 clusters
  Score: Raw -1161154.450019 + Penalty 2968.830225 = -1158185.619794
  nChanged 45
		SP:Iteration 39Q (117289.700000 sec): 3 clusters
  Score: Raw -1161163.427850 + Penalty 2968.830225 = -1158194.597625
  nChanged 39
		SP:Iteration 40F (117289.890000 sec): 3 clusters
  Score: Raw -1161171.283705 + Penalty 2968.830225 = -1158202.453480
  nChanged 44
		SP:Iteration 41Q (117290.080000 sec): 3 clusters
  Score: Raw -1161182.239590 + Penalty 2968.830225 = -1158213.409365
  nChanged 35
		SP:Iteration 42Q (117290.270000 sec): 3 clusters
  Score: Raw -1161189.777605 + Penalty 2968.830225 = -1158220.947380
  nChanged 40
		SP:Iteration 43Q (117290.450000 sec): 3 clusters
  Score: Raw -1161198.238931 + Penalty 2968.830225 = -1158229.408706
  nChanged 44
		SP:Iteration 44Q (117290.640000 sec): 3 clusters
  Score: Raw -1161209.662544 + Penalty 2968.830225 = -1158240.832319
  nChanged 46
		SP:Iteration 45Q (117290.830000 sec): 3 clusters
  Score: Raw -1161220.235543 + Penalty 2968.830225 = -1158251.405318
  nChanged 42
		SP:Iteration 46Q (117291.020000 sec): 3 clusters
  Score: Raw -1161229.724580 + Penalty 2968.830225 = -1158260.894355
  nChanged 44
		SP:Iteration 47Q (117291.210000 sec): 3 clusters
  Score: Raw -1161239.630512 + Penalty 2968.830225 = -1158270.800287
  nChanged 35
		SP:Iteration 48Q (117291.480000 sec): 3 clusters
  Score: Raw -1161246.813848 + Penalty 2968.830225 = -1158277.983623
  nChanged 34
		SP:Iteration 49Q (117291.630000 sec): 3 clusters
  Score: Raw -1161253.397397 + Penalty 2968.830225 = -1158284.567172
  nChanged 29
		SP:Iteration 50Q (117291.820000 sec): 3 clusters
  Score: Raw -1161259.334855 + Penalty 2968.830225 = -1158290.504630
  nChanged 27
		SP:Iteration 51Q (117292.010000 sec): 3 clusters
  Score: Raw -1161265.301888 + Penalty 2968.830225 = -1158296.471663
  nChanged 24
		SP:Iteration 52Q (117292.200000 sec): 3 clusters
  Score: Raw -1161269.916820 + Penalty 2968.830225 = -1158301.086595
  nChanged 22
		SP:Iteration 53Q (117292.390000 sec): 3 clusters
  Score: Raw -1161273.687369 + Penalty 2968.830225 = -1158304.857144
  nChanged 20
		SP:Iteration 54Q (117292.580000 sec): 3 clusters
  Score: Raw -1161277.116165 + Penalty 2968.830225 = -1158308.285940
  nChanged 26
		SP:Iteration 55Q (117292.800000 sec): 3 clusters
  Score: Raw -1161282.669914 + Penalty 2968.830225 = -1158313.839689
  nChanged 25
		SP:Iteration 56Q (117293.000000 sec): 3 clusters
  Score: Raw -1161287.893550 + Penalty 2968.830225 = -1158319.063325
  nChanged 22
		SP:Iteration 57Q (117293.230000 sec): 3 clusters
  Score: Raw -1161293.428157 + Penalty 2968.830225 = -1158324.597932
  nChanged 22
		SP:Iteration 58Q (117293.420000 sec): 3 clusters
  Score: Raw -1161298.220557 + Penalty 2968.830225 = -1158329.390332
  nChanged 21
		SP:Iteration 59Q (117293.610000 sec): 3 clusters
  Score: Raw -1161303.346957 + Penalty 2968.830225 = -1158334.516732
  nChanged 28
		SP:Iteration 60F (117293.790000 sec): 3 clusters
  Score: Raw -1161308.857558 + Penalty 2968.830225 = -1158340.027333
  nChanged 26
		SP:Iteration 61Q (117293.980000 sec): 3 clusters
  Score: Raw -1161315.325430 + Penalty 2968.830225 = -1158346.495205
  nChanged 33
		SP:Iteration 62Q (117294.170000 sec): 3 clusters
  Score: Raw -1161325.692353 + Penalty 2968.830225 = -1158356.862128
  nChanged 39
		SP:Iteration 63Q (117294.350000 sec): 3 clusters
  Score: Raw -1161335.498447 + Penalty 2968.830225 = -1158366.668222
  nChanged 34
		SP:Iteration 64Q (117294.540000 sec): 3 clusters
  Score: Raw -1161343.889445 + Penalty 2968.830225 = -1158375.059220
  nChanged 31
		SP:Iteration 65Q (117294.730000 sec): 3 clusters
  Score: Raw -1161351.360972 + Penalty 2968.830225 = -1158382.530747
  nChanged 23
		SP:Iteration 66Q (117294.920000 sec): 3 clusters
  Score: Raw -1161356.871870 + Penalty 2968.830225 = -1158388.041645
  nChanged 20
		SP:Iteration 67Q (117295.120000 sec): 3 clusters
  Score: Raw -1161361.423767 + Penalty 2968.830225 = -1158392.593542
  nChanged 23
		SP:Iteration 68Q (117295.250000 sec): 3 clusters
  Score: Raw -1161366.791220 + Penalty 2968.830225 = -1158397.960995
  nChanged 22
		SP:Iteration 69Q (117295.400000 sec): 3 clusters
  Score: Raw -1161371.728903 + Penalty 2968.830225 = -1158402.898678
  nChanged 26
		SP:Iteration 70Q (117295.610000 sec): 3 clusters
  Score: Raw -1161377.238933 + Penalty 2968.830225 = -1158408.408708
  nChanged 25
		SP:Iteration 71Q (117295.800000 sec): 3 clusters
  Score: Raw -1161384.558857 + Penalty 2968.830225 = -1158415.728632
  nChanged 23
		SP:Iteration 72Q (117295.990000 sec): 3 clusters
  Score: Raw -1161390.816641 + Penalty 2968.830225 = -1158421.986416
  nChanged 26
		SP:Iteration 73Q (117296.190000 sec): 3 clusters
  Score: Raw -1161397.772834 + Penalty 2968.830225 = -1158428.942609
  nChanged 26
		SP:Iteration 74Q (117296.370000 sec): 3 clusters
  Score: Raw -1161403.740001 + Penalty 2968.830225 = -1158434.909776
  nChanged 32
		SP:Iteration 75Q (117296.610000 sec): 3 clusters
  Score: Raw -1161410.862747 + Penalty 2968.830225 = -1158442.032522
  nChanged 25
		SP:Iteration 76Q (117296.790000 sec): 3 clusters
  Score: Raw -1161415.341621 + Penalty 2968.830225 = -1158446.511396
  nChanged 18
		SP:Iteration 77Q (117296.990000 sec): 3 clusters
  Score: Raw -1161418.681234 + Penalty 2968.830225 = -1158449.851009
  nChanged 12
		SP:Iteration 78Q (117297.170000 sec): 3 clusters
  Score: Raw -1161420.729306 + Penalty 2968.830225 = -1158451.899081
  nChanged 13
		SP:Iteration 79Q (117297.370000 sec): 3 clusters
  Score: Raw -1161423.575190 + Penalty 2968.830225 = -1158454.744965
  nChanged 15
		SP:Iteration 80F (117297.600000 sec): 3 clusters
  Score: Raw -1161426.710758 + Penalty 2968.830225 = -1158457.880533
  nChanged 20
		SP:Iteration 81Q (117297.790000 sec): 3 clusters
  Score: Raw -1161432.016022 + Penalty 2968.830225 = -1158463.185797
  nChanged 22
		SP:Iteration 82Q (117297.980000 sec): 3 clusters
  Score: Raw -1161438.695976 + Penalty 2968.830225 = -1158469.865751
  nChanged 17
		SP:Iteration 83Q (117298.170000 sec): 3 clusters
  Score: Raw -1161443.345580 + Penalty 2968.830225 = -1158474.515355
  nChanged 12
		SP:Iteration 84Q (117298.360000 sec): 3 clusters
  Score: Raw -1161447.369535 + Penalty 2968.830225 = -1158478.539310
  nChanged 15
		SP:Iteration 85Q (117298.550000 sec): 3 clusters
  Score: Raw -1161451.790843 + Penalty 2968.830225 = -1158482.960618
  nChanged 15
		SP:Iteration 86Q (117298.740000 sec): 3 clusters
  Score: Raw -1161455.972038 + Penalty 2968.830225 = -1158487.141813
  nChanged 19
		SP:Iteration 87Q (117298.930000 sec): 3 clusters
  Score: Raw -1161461.006286 + Penalty 2968.830225 = -1158492.176061
  nChanged 11
		SP:Iteration 88Q (117299.120000 sec): 3 clusters
  Score: Raw -1161463.782051 + Penalty 2968.830225 = -1158494.951826
  nChanged 7
		SP:Iteration 89Q (117299.310000 sec): 3 clusters
  Score: Raw -1161465.817896 + Penalty 2968.830225 = -1158496.987671
  nChanged 7
		SP:Iteration 90Q (117299.510000 sec): 3 clusters
  Score: Raw -1161467.498685 + Penalty 2968.830225 = -1158498.668460
  nChanged 6
		SP:Iteration 91Q (117299.690000 sec): 3 clusters
  Score: Raw -1161468.263324 + Penalty 2968.830225 = -1158499.433099
  nChanged 6
		SP:Iteration 92Q (117299.890000 sec): 3 clusters
  Score: Raw -1161469.240081 + Penalty 2968.830225 = -1158500.409856
  nChanged 7
		SP:Iteration 93Q (117300.080000 sec): 3 clusters
  Score: Raw -1161471.069423 + Penalty 2968.830225 = -1158502.239198
  nChanged 11
		SP:Iteration 94Q (117300.310000 sec): 3 clusters
  Score: Raw -1161473.721348 + Penalty 2968.830225 = -1158504.891123
  nChanged 11
		SP:Iteration 95Q (117300.590000 sec): 3 clusters
  Score: Raw -1161476.281761 + Penalty 2968.830225 = -1158507.451536
  nChanged 8
		SP:Iteration 96Q (117300.780000 sec): 3 clusters
  Score: Raw -1161478.030956 + Penalty 2968.830225 = -1158509.200731
  nChanged 9
		SP:Iteration 97Q (117300.970000 sec): 3 clusters
  Score: Raw -1161479.872300 + Penalty 2968.830225 = -1158511.042075
  nChanged 8
		SP:Iteration 98Q (117301.150000 sec): 3 clusters
  Score: Raw -1161481.506192 + Penalty 2968.830225 = -1158512.675967
  nChanged 7
		SP:Iteration 99Q (117301.340000 sec): 3 clusters
  Score: Raw -1161483.261620 + Penalty 2968.830225 = -1158514.431395
  nChanged 11
		SP:Iteration 100F (117301.530000 sec): 3 clusters
  Score: Raw -1161485.604720 + Penalty 2968.830225 = -1158516.774495
  nChanged 10
		SP:Iteration 101Q (117301.720000 sec): 3 clusters
  Score: Raw -1161487.537027 + Penalty 2968.830225 = -1158518.706802
  nChanged 7
		SP:Iteration 102Q (117301.910000 sec): 3 clusters
  Score: Raw -1161489.006213 + Penalty 2968.830225 = -1158520.175988
  nChanged 4
		SP:Iteration 103Q (117302.110000 sec): 3 clusters
  Score: Raw -1161489.688734 + Penalty 2968.830225 = -1158520.858509
  nChanged 1
		SP:Iteration 104Q (117302.290000 sec): 3 clusters
  Score: Raw -1161490.064974 + Penalty 2968.830225 = -1158521.234749
  nChanged 1
		SP:Iteration 105Q (117302.490000 sec): 3 clusters
  Score: Raw -1161490.285009 + Penalty 2968.830225 = -1158521.454784
  nChanged 4
		SP:Iteration 106Q (117302.670000 sec): 3 clusters
  Score: Raw -1161491.267034 + Penalty 2968.830225 = -1158522.436809
  nChanged 5
		SP:Iteration 107Q (117302.840000 sec): 3 clusters
  Score: Raw -1161492.837148 + Penalty 2968.830225 = -1158524.006923
  nChanged 3
		SP:Iteration 108Q (117303.020000 sec): 3 clusters
  Score: Raw -1161493.394499 + Penalty 2968.830225 = -1158524.564274
  nChanged 1
		SP:Iteration 109Q (117303.200000 sec): 3 clusters
  Score: Raw -1161493.561223 + Penalty 2968.830225 = -1158524.730998
  nChanged 1
		SP:Iteration 110Q (117303.380000 sec): 3 clusters
  Score: Raw -1161493.707218 + Penalty 2968.830225 = -1158524.876992
  nChanged 0
		SP:Iteration 111F (117303.560000 sec): 3 clusters
  Score: Raw -1161493.707218 + Penalty 2968.830225 = -1158524.876992
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 5 (186440 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (117304.590000 sec): 2 clusters
  Score: Raw -22451333.865784 + Penalty 1972.078022 = -22449361.787762
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (117306.090000 sec): 3 clusters
  Score: Raw -22327592.343789 + Penalty 3944.156044 = -22323648.187745
  nChanged 90224
		SP:Iteration 1F (117307.630000 sec): 3 clusters
  Score: Raw -22381047.100439 + Penalty 3944.156044 = -22377102.944395
  nChanged 4872
		SP:Iteration 2Q (117309.270000 sec): 3 clusters
  Score: Raw -22382093.871056 + Penalty 3944.156044 = -22378149.715012
  nChanged 5629
		SP:Iteration 3Q (117310.910000 sec): 3 clusters
  Score: Raw -22383606.034445 + Penalty 3944.156044 = -22379661.878402
  nChanged 6873
		SP:Iteration 4Q (117312.600000 sec): 3 clusters
  Score: Raw -22385933.165428 + Penalty 3944.156044 = -22381989.009384
  nChanged 8616
		SP:Iteration 5Q (117314.230000 sec): 3 clusters
  Score: Raw -22389780.084090 + Penalty 3944.156044 = -22385835.928046
  nChanged 10934
		SP:Iteration 6F (117315.840000 sec): 3 clusters
  Score: Raw -22396037.992050 + Penalty 3944.156044 = -22392093.836006
  nChanged 12877
		SP:Iteration 7F (117317.380000 sec): 3 clusters
  Score: Raw -22405073.908656 + Penalty 3944.156044 = -22401129.752612
  nChanged 13744
		SP:Iteration 8F (117318.950000 sec): 3 clusters
  Score: Raw -22416191.243495 + Penalty 3944.156044 = -22412247.087451
  nChanged 12640
		SP:Iteration 9F (117320.510000 sec): 3 clusters
  Score: Raw -22427213.727579 + Penalty 3944.156044 = -22423269.571536
  nChanged 10113
		SP:Iteration 10F (117321.970000 sec): 3 clusters
  Score: Raw -22436254.294397 + Penalty 3944.156044 = -22432310.138353
  nChanged 7257
		SP:Iteration 11Q (117323.540000 sec): 3 clusters
  Score: Raw -22442697.798091 + Penalty 3944.156044 = -22438753.642047
  nChanged 4682
		SP:Iteration 12Q (117325.080000 sec): 3 clusters
  Score: Raw -22446751.054562 + Penalty 3944.156044 = -22442806.898518
  nChanged 2781
		SP:Iteration 13Q (117326.540000 sec): 3 clusters
  Score: Raw -22449051.994306 + Penalty 3944.156044 = -22445107.838262
  nChanged 1567
		SP:Iteration 14Q (117327.940000 sec): 3 clusters
  Score: Raw -22450271.277667 + Penalty 3944.156044 = -22446327.121623
  nChanged 860
		SP:Iteration 15Q (117329.340000 sec): 3 clusters
  Score: Raw -22450882.586597 + Penalty 3944.156044 = -22446938.430553
  nChanged 485
		SP:Iteration 16Q (117330.660000 sec): 3 clusters
  Score: Raw -22451196.414650 + Penalty 3944.156044 = -22447252.258606
  nChanged 293
		SP:Iteration 17Q (117332.070000 sec): 3 clusters
  Score: Raw -22451379.489607 + Penalty 3944.156044 = -22447435.333563
  nChanged 175
		SP:Iteration 18Q (117333.470000 sec): 3 clusters
  Score: Raw -22451487.335295 + Penalty 3944.156044 = -22447543.179251
  nChanged 111
		SP:Iteration 19Q (117334.870000 sec): 3 clusters
  Score: Raw -22451558.972226 + Penalty 3944.156044 = -22447614.816182
  nChanged 77
		SP:Iteration 20F (117336.380000 sec): 3 clusters
  Score: Raw -22451616.338695 + Penalty 3944.156044 = -22447672.182651
  nChanged 55
		SP:Iteration 21Q (117337.760000 sec): 3 clusters
  Score: Raw -22451654.187370 + Penalty 3944.156044 = -22447710.031326
  nChanged 40
		SP:Iteration 22Q (117339.200000 sec): 3 clusters
  Score: Raw -22451679.868807 + Penalty 3944.156044 = -22447735.712763
  nChanged 26
		SP:Iteration 23Q (117340.620000 sec): 3 clusters
  Score: Raw -22451698.138437 + Penalty 3944.156044 = -22447753.982393
  nChanged 21
		SP:Iteration 24Q (117341.950000 sec): 3 clusters
  Score: Raw -22451711.815294 + Penalty 3944.156044 = -22447767.659250
  nChanged 24
		SP:Iteration 25Q (117343.280000 sec): 3 clusters
  Score: Raw -22451729.568797 + Penalty 3944.156044 = -22447785.412753
  nChanged 20
		SP:Iteration 26Q (117344.720000 sec): 3 clusters
  Score: Raw -22451741.808992 + Penalty 3944.156044 = -22447797.652948
  nChanged 17
		SP:Iteration 27Q (117346.120000 sec): 3 clusters
  Score: Raw -22451751.502894 + Penalty 3944.156044 = -22447807.346850
  nChanged 19
		SP:Iteration 28Q (117347.460000 sec): 3 clusters
  Score: Raw -22451766.222838 + Penalty 3944.156044 = -22447822.066794
  nChanged 14
		SP:Iteration 29Q (117348.880000 sec): 3 clusters
  Score: Raw -22451772.888916 + Penalty 3944.156044 = -22447828.732872
  nChanged 4
		SP:Iteration 30Q (117350.280000 sec): 3 clusters
  Score: Raw -22451774.821165 + Penalty 3944.156044 = -22447830.665122
  nChanged 2
		SP:Iteration 31Q (117351.600000 sec): 3 clusters
  Score: Raw -22451775.481778 + Penalty 3944.156044 = -22447831.325734
  nChanged 1
		SP:Iteration 32Q (117352.920000 sec): 3 clusters
  Score: Raw -22451776.498453 + Penalty 3944.156044 = -22447832.342409
  nChanged 2
		SP:Iteration 33Q (117354.230000 sec): 3 clusters
  Score: Raw -22451776.920415 + Penalty 3944.156044 = -22447832.764371
  nChanged 2
		SP:Iteration 34Q (117355.580000 sec): 3 clusters
  Score: Raw -22451777.637418 + Penalty 3944.156044 = -22447833.481374
  nChanged 2
		SP:Iteration 35Q (117357.010000 sec): 3 clusters
  Score: Raw -22451778.437485 + Penalty 3944.156044 = -22447834.281441
  nChanged 2
		SP:Iteration 36Q (117358.450000 sec): 3 clusters
  Score: Raw -22451779.186833 + Penalty 3944.156044 = -22447835.030789
  nChanged 1
		SP:Iteration 37Q (117359.900000 sec): 3 clusters
  Score: Raw -22451779.429217 + Penalty 3944.156044 = -22447835.273173
  nChanged 0
		SP:Iteration 38F (117361.480000 sec): 3 clusters
  Score: Raw -22451779.429217 + Penalty 3944.156044 = -22447835.273173
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 6 (200 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (117361.580000 sec): 2 clusters
  Score: Raw -17596.525161 + Penalty 860.976572 = -16735.548589
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (117361.760000 sec): 3 clusters
  Score: Raw -17755.711863 + Penalty 1721.953144 = -16033.758719
  nChanged 39
		SP:Iteration 1F (117361.930000 sec): 3 clusters
  Score: Raw -17905.303753 + Penalty 1721.953144 = -16183.350609
  nChanged 4
		SP:Iteration 2Q (117362.110000 sec): 3 clusters
  Score: Raw -17918.737893 + Penalty 1721.953144 = -16196.784749
  nChanged 4
		SP:Iteration 3Q (117362.290000 sec): 3 clusters
  Score: Raw -17934.323324 + Penalty 1721.953144 = -16212.370180
  nChanged 6
		SP:Iteration 4Q (117362.460000 sec): 3 clusters
  Score: Raw -17961.537524 + Penalty 1721.953144 = -16239.584380
  nChanged 3
		SP:Iteration 5Q (117362.640000 sec): 3 clusters
  Score: Raw -17968.937263 + Penalty 1721.953144 = -16246.984119
  nChanged 1
		SP:Iteration 6Q (117362.810000 sec): 3 clusters
  Score: Raw -17970.210593 + Penalty 1721.953144 = -16248.257449
  nChanged 0
		SP:Iteration 7F (117362.990000 sec): 3 clusters
  Score: Raw -17972.180718 + Penalty 1721.953144 = -16250.227574
  nChanged 1
		SP:Iteration 8Q (117363.170000 sec): 3 clusters
  Score: Raw -17980.884298 + Penalty 1721.953144 = -16258.931154
  nChanged 0
		SP:Iteration 9F (117363.340000 sec): 3 clusters
  Score: Raw -17980.884298 + Penalty 1721.953144 = -16258.931154
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 7 (10239 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (117363.510000 sec): 2 clusters
  Score: Raw -1217108.941562 + Penalty 1500.518376 = -1215608.423186
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (117363.730000 sec): 3 clusters
  Score: Raw -1211259.869592 + Penalty 3001.036752 = -1208258.832840
  nChanged 4452
		SP:Iteration 1F (117363.950000 sec): 3 clusters
  Score: Raw -1213617.029157 + Penalty 3001.036752 = -1210615.992405
  nChanged 634
		SP:Iteration 2F (117364.090000 sec): 3 clusters
  Score: Raw -1213912.189885 + Penalty 3001.036752 = -1210911.153133
  nChanged 553
		SP:Iteration 3F (117364.310000 sec): 3 clusters
  Score: Raw -1214164.598466 + Penalty 3001.036752 = -1211163.561714
  nChanged 497
		SP:Iteration 4Q (117364.530000 sec): 3 clusters
  Score: Raw -1214394.294858 + Penalty 3001.036752 = -1211393.258106
  nChanged 454
		SP:Iteration 5Q (117364.800000 sec): 3 clusters
  Score: Raw -1214590.801127 + Penalty 3001.036752 = -1211589.764375
  nChanged 428
		SP:Iteration 6Q (117365.060000 sec): 3 clusters
  Score: Raw -1214802.331984 + Penalty 3001.036752 = -1211801.295232
  nChanged 400
		SP:Iteration 7Q (117365.330000 sec): 3 clusters
  Score: Raw -1214985.193624 + Penalty 3001.036752 = -1211984.156872
  nChanged 364
		SP:Iteration 8Q (117365.590000 sec): 3 clusters
  Score: Raw -1215163.367469 + Penalty 3001.036752 = -1212162.330716
  nChanged 361
		SP:Iteration 9Q (117365.850000 sec): 3 clusters
  Score: Raw -1215337.356367 + Penalty 3001.036752 = -1212336.319615
  nChanged 329
		SP:Iteration 10Q (117366.080000 sec): 3 clusters
  Score: Raw -1215483.993263 + Penalty 3001.036752 = -1212482.956511
  nChanged 304
		SP:Iteration 11Q (117366.300000 sec): 3 clusters
  Score: Raw -1215622.443500 + Penalty 3001.036752 = -1212621.406748
  nChanged 266
		SP:Iteration 12Q (117366.610000 sec): 3 clusters
  Score: Raw -1215741.917288 + Penalty 3001.036752 = -1212740.880536
  nChanged 256
		SP:Iteration 13Q (117366.760000 sec): 3 clusters
  Score: Raw -1215857.613227 + Penalty 3001.036752 = -1212856.576475
  nChanged 232
		SP:Iteration 14Q (117366.980000 sec): 3 clusters
  Score: Raw -1215958.650433 + Penalty 3001.036752 = -1212957.613681
  nChanged 202
		SP:Iteration 15Q (117367.200000 sec): 3 clusters
  Score: Raw -1216044.811143 + Penalty 3001.036752 = -1213043.774391
  nChanged 177
		SP:Iteration 16Q (117367.420000 sec): 3 clusters
  Score: Raw -1216135.172906 + Penalty 3001.036752 = -1213134.136154
  nChanged 179
		SP:Iteration 17Q (117367.640000 sec): 3 clusters
  Score: Raw -1216233.372229 + Penalty 3001.036752 = -1213232.335477
  nChanged 195
		SP:Iteration 18Q (117367.860000 sec): 3 clusters
  Score: Raw -1216343.818227 + Penalty 3001.036752 = -1213342.781474
  nChanged 169
		SP:Iteration 19Q (117368.080000 sec): 3 clusters
  Score: Raw -1216441.206927 + Penalty 3001.036752 = -1213440.170175
  nChanged 166
		SP:Iteration 20F (117368.310000 sec): 3 clusters
  Score: Raw -1216534.937340 + Penalty 3001.036752 = -1213533.900588
  nChanged 146
		SP:Iteration 21Q (117368.530000 sec): 3 clusters
  Score: Raw -1216599.654022 + Penalty 3001.036752 = -1213598.617270
  nChanged 134
		SP:Iteration 22Q (117368.750000 sec): 3 clusters
  Score: Raw -1216660.901595 + Penalty 3001.036752 = -1213659.864843
  nChanged 129
		SP:Iteration 23Q (117368.980000 sec): 3 clusters
  Score: Raw -1216720.039556 + Penalty 3001.036752 = -1213719.002804
  nChanged 125
		SP:Iteration 24Q (117369.200000 sec): 3 clusters
  Score: Raw -1216775.953586 + Penalty 3001.036752 = -1213774.916834
  nChanged 120
		SP:Iteration 25Q (117369.430000 sec): 3 clusters
  Score: Raw -1216827.834306 + Penalty 3001.036752 = -1213826.797554
  nChanged 100
		SP:Iteration 26Q (117369.650000 sec): 3 clusters
  Score: Raw -1216865.205412 + Penalty 3001.036752 = -1213864.168660
  nChanged 86
		SP:Iteration 27Q (117369.870000 sec): 3 clusters
  Score: Raw -1216892.861757 + Penalty 3001.036752 = -1213891.825005
  nChanged 73
		SP:Iteration 28Q (117370.100000 sec): 3 clusters
  Score: Raw -1216912.921615 + Penalty 3001.036752 = -1213911.884862
  nChanged 54
		SP:Iteration 29Q (117370.350000 sec): 3 clusters
  Score: Raw -1216928.897720 + Penalty 3001.036752 = -1213927.860968
  nChanged 52
		SP:Iteration 30Q (117370.480000 sec): 3 clusters
  Score: Raw -1216943.022900 + Penalty 3001.036752 = -1213941.986148
  nChanged 59
		SP:Iteration 31Q (117370.620000 sec): 3 clusters
  Score: Raw -1216959.102738 + Penalty 3001.036752 = -1213958.065985
  nChanged 56
		SP:Iteration 32Q (117370.840000 sec): 3 clusters
  Score: Raw -1216972.409187 + Penalty 3001.036752 = -1213971.372435
  nChanged 45
		SP:Iteration 33Q (117371.060000 sec): 3 clusters
  Score: Raw -1216985.881220 + Penalty 3001.036752 = -1213984.844468
  nChanged 45
		SP:Iteration 34Q (117371.280000 sec): 3 clusters
  Score: Raw -1216998.011532 + Penalty 3001.036752 = -1213996.974780
  nChanged 49
		SP:Iteration 35Q (117371.410000 sec): 3 clusters
  Score: Raw -1217013.925549 + Penalty 3001.036752 = -1214012.888797
  nChanged 48
		SP:Iteration 36Q (117371.610000 sec): 3 clusters
  Score: Raw -1217026.944638 + Penalty 3001.036752 = -1214025.907886
  nChanged 41
		SP:Iteration 37Q (117371.840000 sec): 3 clusters
  Score: Raw -1217037.227448 + Penalty 3001.036752 = -1214036.190696
  nChanged 37
		SP:Iteration 38Q (117372.060000 sec): 3 clusters
  Score: Raw -1217046.496044 + Penalty 3001.036752 = -1214045.459292
  nChanged 27
		SP:Iteration 39Q (117372.280000 sec): 3 clusters
  Score: Raw -1217051.851598 + Penalty 3001.036752 = -1214050.814846
  nChanged 19
		SP:Iteration 40F (117372.500000 sec): 3 clusters
  Score: Raw -1217056.629691 + Penalty 3001.036752 = -1214055.592939
  nChanged 24
		SP:Iteration 41Q (117372.720000 sec): 3 clusters
  Score: Raw -1217062.436306 + Penalty 3001.036752 = -1214061.399553
  nChanged 24
		SP:Iteration 42Q (117372.980000 sec): 3 clusters
  Score: Raw -1217067.450558 + Penalty 3001.036752 = -1214066.413806
  nChanged 25
		SP:Iteration 43Q (117373.120000 sec): 3 clusters
  Score: Raw -1217073.027904 + Penalty 3001.036752 = -1214071.991152
  nChanged 25
		SP:Iteration 44Q (117373.340000 sec): 3 clusters
  Score: Raw -1217078.386340 + Penalty 3001.036752 = -1214077.349588
  nChanged 16
		SP:Iteration 45Q (117373.560000 sec): 3 clusters
  Score: Raw -1217082.875384 + Penalty 3001.036752 = -1214081.838632
  nChanged 17
		SP:Iteration 46Q (117373.780000 sec): 3 clusters
  Score: Raw -1217086.999987 + Penalty 3001.036752 = -1214085.963235
  nChanged 8
		SP:Iteration 47Q (117374.000000 sec): 3 clusters
  Score: Raw -1217088.826587 + Penalty 3001.036752 = -1214087.789834
  nChanged 13
		SP:Iteration 48Q (117374.230000 sec): 3 clusters
  Score: Raw -1217091.003501 + Penalty 3001.036752 = -1214089.966749
  nChanged 10
		SP:Iteration 49Q (117374.360000 sec): 3 clusters
  Score: Raw -1217093.617680 + Penalty 3001.036752 = -1214092.580928
  nChanged 10
		SP:Iteration 50Q (117374.630000 sec): 3 clusters
  Score: Raw -1217095.456445 + Penalty 3001.036752 = -1214094.419693
  nChanged 8
		SP:Iteration 51Q (117374.820000 sec): 3 clusters
  Score: Raw -1217096.881234 + Penalty 3001.036752 = -1214095.844482
  nChanged 8
		SP:Iteration 52Q (117375.040000 sec): 3 clusters
  Score: Raw -1217098.288772 + Penalty 3001.036752 = -1214097.252020
  nChanged 6
		SP:Iteration 53Q (117375.260000 sec): 3 clusters
  Score: Raw -1217099.262849 + Penalty 3001.036752 = -1214098.226097
  nChanged 4
		SP:Iteration 54Q (117375.450000 sec): 3 clusters
  Score: Raw -1217100.095329 + Penalty 3001.036752 = -1214099.058577
  nChanged 4
		SP:Iteration 55Q (117375.670000 sec): 3 clusters
  Score: Raw -1217100.615225 + Penalty 3001.036752 = -1214099.578473
  nChanged 4
		SP:Iteration 56Q (117375.900000 sec): 3 clusters
  Score: Raw -1217101.868869 + Penalty 3001.036752 = -1214100.832117
  nChanged 7
		SP:Iteration 57Q (117376.120000 sec): 3 clusters
  Score: Raw -1217103.857462 + Penalty 3001.036752 = -1214102.820710
  nChanged 10
		SP:Iteration 58Q (117376.340000 sec): 3 clusters
  Score: Raw -1217106.260628 + Penalty 3001.036752 = -1214105.223876
  nChanged 11
		SP:Iteration 59Q (117376.560000 sec): 3 clusters
  Score: Raw -1217108.968918 + Penalty 3001.036752 = -1214107.932166
  nChanged 10
		SP:Iteration 60F (117376.790000 sec): 3 clusters
  Score: Raw -1217111.153302 + Penalty 3001.036752 = -1214110.116549
  nChanged 8
		SP:Iteration 61Q (117377.020000 sec): 3 clusters
  Score: Raw -1217113.819390 + Penalty 3001.036752 = -1214112.782638
  nChanged 7
		SP:Iteration 62Q (117377.330000 sec): 3 clusters
  Score: Raw -1217116.562831 + Penalty 3001.036752 = -1214115.526079
  nChanged 11
		SP:Iteration 63Q (117377.470000 sec): 3 clusters
  Score: Raw -1217118.855344 + Penalty 3001.036752 = -1214117.818592
  nChanged 11
		SP:Iteration 64Q (117377.690000 sec): 3 clusters
  Score: Raw -1217122.143222 + Penalty 3001.036752 = -1214121.106469
  nChanged 14
		SP:Iteration 65Q (117377.910000 sec): 3 clusters
  Score: Raw -1217125.725169 + Penalty 3001.036752 = -1214124.688417
  nChanged 9
		SP:Iteration 66Q (117378.130000 sec): 3 clusters
  Score: Raw -1217128.040903 + Penalty 3001.036752 = -1214127.004151
  nChanged 10
		SP:Iteration 67Q (117378.340000 sec): 3 clusters
  Score: Raw -1217130.600543 + Penalty 3001.036752 = -1214129.563790
  nChanged 9
		SP:Iteration 68Q (117378.530000 sec): 3 clusters
  Score: Raw -1217132.545480 + Penalty 3001.036752 = -1214131.508728
  nChanged 6
		SP:Iteration 69Q (117378.760000 sec): 3 clusters
  Score: Raw -1217133.868879 + Penalty 3001.036752 = -1214132.832127
  nChanged 6
		SP:Iteration 70Q (117378.980000 sec): 3 clusters
  Score: Raw -1217134.942784 + Penalty 3001.036752 = -1214133.906032
  nChanged 4
		SP:Iteration 71Q (117379.200000 sec): 3 clusters
  Score: Raw -1217135.369092 + Penalty 3001.036752 = -1214134.332340
  nChanged 3
		SP:Iteration 72Q (117379.430000 sec): 3 clusters
  Score: Raw -1217135.715557 + Penalty 3001.036752 = -1214134.678805
  nChanged 2
		SP:Iteration 73Q (117379.660000 sec): 3 clusters
  Score: Raw -1217135.939507 + Penalty 3001.036752 = -1214134.902754
  nChanged 1
		SP:Iteration 74Q (117379.790000 sec): 3 clusters
  Score: Raw -1217136.200669 + Penalty 3001.036752 = -1214135.163917
  nChanged 2
		SP:Iteration 75Q (117379.990000 sec): 3 clusters
  Score: Raw -1217136.997069 + Penalty 3001.036752 = -1214135.960317
  nChanged 2
		SP:Iteration 76Q (117380.210000 sec): 3 clusters
  Score: Raw -1217137.545625 + Penalty 3001.036752 = -1214136.508873
  nChanged 0
		SP:Iteration 77F (117380.350000 sec): 3 clusters
  Score: Raw -1217137.545625 + Penalty 3001.036752 = -1214136.508873
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 8 (12091 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (117380.570000 sec): 2 clusters
  Score: Raw -1461384.795776 + Penalty 1527.535206 = -1459857.260570
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (117380.740000 sec): 3 clusters
  Score: Raw -1454483.313137 + Penalty 3055.070412 = -1451428.242724
  nChanged 5254
		SP:Iteration 1F (117381.030000 sec): 3 clusters
  Score: Raw -1457392.176327 + Penalty 3055.070412 = -1454337.105915
  nChanged 698
		SP:Iteration 2F (117381.200000 sec): 3 clusters
  Score: Raw -1457746.521002 + Penalty 3055.070412 = -1454691.450589
  nChanged 671
		SP:Iteration 3F (117381.420000 sec): 3 clusters
  Score: Raw -1458093.526918 + Penalty 3055.070412 = -1455038.456506
  nChanged 665
		SP:Iteration 4F (117381.580000 sec): 3 clusters
  Score: Raw -1458436.807162 + Penalty 3055.070412 = -1455381.736749
  nChanged 642
		SP:Iteration 5F (117381.780000 sec): 3 clusters
  Score: Raw -1458776.415301 + Penalty 3055.070412 = -1455721.344888
  nChanged 631
		SP:Iteration 6F (117382.040000 sec): 3 clusters
  Score: Raw -1459108.091248 + Penalty 3055.070412 = -1456053.020836
  nChanged 556
		SP:Iteration 7Q (117382.280000 sec): 3 clusters
  Score: Raw -1459352.573551 + Penalty 3055.070412 = -1456297.503138
  nChanged 453
		SP:Iteration 8Q (117382.540000 sec): 3 clusters
  Score: Raw -1459531.854681 + Penalty 3055.070412 = -1456476.784269
  nChanged 372
		SP:Iteration 9Q (117382.780000 sec): 3 clusters
  Score: Raw -1459678.182300 + Penalty 3055.070412 = -1456623.111887
  nChanged 336
		SP:Iteration 10Q (117383.040000 sec): 3 clusters
  Score: Raw -1459809.411361 + Penalty 3055.070412 = -1456754.340949
  nChanged 305
		SP:Iteration 11Q (117383.290000 sec): 3 clusters
  Score: Raw -1459938.795195 + Penalty 3055.070412 = -1456883.724783
  nChanged 309
		SP:Iteration 12Q (117383.540000 sec): 3 clusters
  Score: Raw -1460098.967237 + Penalty 3055.070412 = -1457043.896825
  nChanged 331
		SP:Iteration 13Q (117383.840000 sec): 3 clusters
  Score: Raw -1460272.865538 + Penalty 3055.070412 = -1457217.795126
  nChanged 341
		SP:Iteration 14Q (117384.050000 sec): 3 clusters
  Score: Raw -1460447.283690 + Penalty 3055.070412 = -1457392.213278
  nChanged 327
		SP:Iteration 15Q (117384.300000 sec): 3 clusters
  Score: Raw -1460611.087334 + Penalty 3055.070412 = -1457556.016922
  nChanged 304
		SP:Iteration 16Q (117384.550000 sec): 3 clusters
  Score: Raw -1460745.646040 + Penalty 3055.070412 = -1457690.575628
  nChanged 255
		SP:Iteration 17Q (117384.800000 sec): 3 clusters
  Score: Raw -1460847.067873 + Penalty 3055.070412 = -1457791.997461
  nChanged 207
		SP:Iteration 18Q (117385.060000 sec): 3 clusters
  Score: Raw -1460916.929136 + Penalty 3055.070412 = -1457861.858724
  nChanged 159
		SP:Iteration 19Q (117385.300000 sec): 3 clusters
  Score: Raw -1460960.915642 + Penalty 3055.070412 = -1457905.845229
  nChanged 106
		SP:Iteration 20F (117385.560000 sec): 3 clusters
  Score: Raw -1460993.988175 + Penalty 3055.070412 = -1457938.917763
  nChanged 96
		SP:Iteration 21Q (117385.810000 sec): 3 clusters
  Score: Raw -1461016.141627 + Penalty 3055.070412 = -1457961.071214
  nChanged 92
		SP:Iteration 22Q (117386.100000 sec): 3 clusters
  Score: Raw -1461035.122530 + Penalty 3055.070412 = -1457980.052118
  nChanged 80
		SP:Iteration 23Q (117386.270000 sec): 3 clusters
  Score: Raw -1461049.461541 + Penalty 3055.070412 = -1457994.391128
  nChanged 52
		SP:Iteration 24Q (117386.520000 sec): 3 clusters
  Score: Raw -1461058.356851 + Penalty 3055.070412 = -1458003.286439
  nChanged 41
		SP:Iteration 25Q (117386.780000 sec): 3 clusters
  Score: Raw -1461064.668069 + Penalty 3055.070412 = -1458009.597657
  nChanged 37
		SP:Iteration 26Q (117387.020000 sec): 3 clusters
  Score: Raw -1461068.941198 + Penalty 3055.070412 = -1458013.870785
  nChanged 32
		SP:Iteration 27Q (117387.260000 sec): 3 clusters
  Score: Raw -1461072.930509 + Penalty 3055.070412 = -1458017.860097
  nChanged 29
		SP:Iteration 28Q (117387.390000 sec): 3 clusters
  Score: Raw -1461076.324692 + Penalty 3055.070412 = -1458021.254279
  nChanged 21
		SP:Iteration 29Q (117387.610000 sec): 3 clusters
  Score: Raw -1461078.354930 + Penalty 3055.070412 = -1458023.284518
  nChanged 23
		SP:Iteration 30Q (117387.820000 sec): 3 clusters
  Score: Raw -1461081.291381 + Penalty 3055.070412 = -1458026.220969
  nChanged 16
		SP:Iteration 31Q (117388.030000 sec): 3 clusters
  Score: Raw -1461083.158882 + Penalty 3055.070412 = -1458028.088470
  nChanged 9
		SP:Iteration 32Q (117388.230000 sec): 3 clusters
  Score: Raw -1461083.947954 + Penalty 3055.070412 = -1458028.877542
  nChanged 8
		SP:Iteration 33Q (117388.480000 sec): 3 clusters
  Score: Raw -1461084.545242 + Penalty 3055.070412 = -1458029.474829
  nChanged 10
		SP:Iteration 34Q (117388.730000 sec): 3 clusters
  Score: Raw -1461085.419759 + Penalty 3055.070412 = -1458030.349347
  nChanged 14
		SP:Iteration 35Q (117388.990000 sec): 3 clusters
  Score: Raw -1461087.036079 + Penalty 3055.070412 = -1458031.965667
  nChanged 11
		SP:Iteration 36Q (117389.190000 sec): 3 clusters
  Score: Raw -1461088.085515 + Penalty 3055.070412 = -1458033.015103
  nChanged 8
		SP:Iteration 37Q (117389.490000 sec): 3 clusters
  Score: Raw -1461088.481378 + Penalty 3055.070412 = -1458033.410965
  nChanged 5
		SP:Iteration 38Q (117389.700000 sec): 3 clusters
  Score: Raw -1461088.837457 + Penalty 3055.070412 = -1458033.767045
  nChanged 8
		SP:Iteration 39Q (117389.910000 sec): 3 clusters
  Score: Raw -1461089.397691 + Penalty 3055.070412 = -1458034.327278
  nChanged 4
		SP:Iteration 40F (117390.160000 sec): 3 clusters
  Score: Raw -1461089.677182 + Penalty 3055.070412 = -1458034.606770
  nChanged 3
		SP:Iteration 41Q (117390.380000 sec): 3 clusters
  Score: Raw -1461089.771911 + Penalty 3055.070412 = -1458034.701499
  nChanged 0
		SP:Iteration 42F (117390.550000 sec): 3 clusters
  Score: Raw -1461089.771911 + Penalty 3055.070412 = -1458034.701499
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 9 (533 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (117390.630000 sec): 2 clusters
  Score: Raw -58629.082390 + Penalty 1020.259731 = -57608.822658
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (117390.800000 sec): 3 clusters
  Score: Raw -58604.294767 + Penalty 2040.519463 = -56563.775304
  nChanged 146
		SP:Iteration 1F (117390.980000 sec): 3 clusters
  Score: Raw -58884.720937 + Penalty 2040.519463 = -56844.201474
  nChanged 47
		SP:Iteration 2F (117391.150000 sec): 3 clusters
  Score: Raw -58988.196859 + Penalty 2040.519463 = -56947.677396
  nChanged 36
		SP:Iteration 3F (117391.330000 sec): 3 clusters
  Score: Raw -59060.669091 + Penalty 2040.519463 = -57020.149628
  nChanged 18
		SP:Iteration 4Q (117391.510000 sec): 3 clusters
  Score: Raw -59093.943163 + Penalty 2040.519463 = -57053.423700
  nChanged 9
		SP:Iteration 5Q (117391.680000 sec): 3 clusters
  Score: Raw -59112.440948 + Penalty 2040.519463 = -57071.921485
  nChanged 5
		SP:Iteration 6Q (117391.860000 sec): 3 clusters
  Score: Raw -59121.529508 + Penalty 2040.519463 = -57081.010045
  nChanged 4
		SP:Iteration 7Q (117392.030000 sec): 3 clusters
  Score: Raw -59128.387546 + Penalty 2040.519463 = -57087.868083
  nChanged 1
		SP:Iteration 8Q (117392.210000 sec): 3 clusters
  Score: Raw -59135.537448 + Penalty 2040.519463 = -57095.017985
  nChanged 1
		SP:Iteration 9Q (117392.390000 sec): 3 clusters
  Score: Raw -59143.430838 + Penalty 2040.519463 = -57102.911375
  nChanged 0
		SP:Iteration 10F (117392.560000 sec): 3 clusters
  Score: Raw -59143.430838 + Penalty 2040.519463 = -57102.911375
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 10 (8213 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (117392.670000 sec): 2 clusters
  Score: Raw -936186.799591 + Penalty 1464.689451 = -934722.110140
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (117392.890000 sec): 3 clusters
  Score: Raw -931680.866386 + Penalty 2929.378902 = -928751.487484
  nChanged 3487
		SP:Iteration 1F (117393.080000 sec): 3 clusters
  Score: Raw -933707.218082 + Penalty 2929.378902 = -930777.839181
  nChanged 633
		SP:Iteration 2F (117393.260000 sec): 3 clusters
  Score: Raw -934064.328291 + Penalty 2929.378902 = -931134.949390
  nChanged 553
		SP:Iteration 3F (117393.490000 sec): 3 clusters
  Score: Raw -934360.565599 + Penalty 2929.378902 = -931431.186697
  nChanged 483
		SP:Iteration 4F (117393.690000 sec): 3 clusters
  Score: Raw -934640.520182 + Penalty 2929.378902 = -931711.141280
  nChanged 451
		SP:Iteration 5F (117393.890000 sec): 3 clusters
  Score: Raw -934908.107153 + Penalty 2929.378902 = -931978.728251
  nChanged 398
		SP:Iteration 6Q (117394.080000 sec): 3 clusters
  Score: Raw -935126.923921 + Penalty 2929.378902 = -932197.545019
  nChanged 324
		SP:Iteration 7Q (117394.280000 sec): 3 clusters
  Score: Raw -935306.942769 + Penalty 2929.378902 = -932377.563867
  nChanged 300
		SP:Iteration 8Q (117394.470000 sec): 3 clusters
  Score: Raw -935478.112005 + Penalty 2929.378902 = -932548.733103
  nChanged 279
		SP:Iteration 9Q (117394.670000 sec): 3 clusters
  Score: Raw -935621.656603 + Penalty 2929.378902 = -932692.277701
  nChanged 241
		SP:Iteration 10Q (117394.870000 sec): 3 clusters
  Score: Raw -935756.414841 + Penalty 2929.378902 = -932827.035939
  nChanged 206
		SP:Iteration 11Q (117395.060000 sec): 3 clusters
  Score: Raw -935864.113642 + Penalty 2929.378902 = -932934.734740
  nChanged 181
		SP:Iteration 12Q (117395.260000 sec): 3 clusters
  Score: Raw -935946.003956 + Penalty 2929.378902 = -933016.625054
  nChanged 175
		SP:Iteration 13Q (117395.460000 sec): 3 clusters
  Score: Raw -936025.373215 + Penalty 2929.378902 = -933095.994313
  nChanged 162
		SP:Iteration 14Q (117395.660000 sec): 3 clusters
  Score: Raw -936107.197047 + Penalty 2929.378902 = -933177.818145
  nChanged 136
		SP:Iteration 15Q (117395.850000 sec): 3 clusters
  Score: Raw -936171.033806 + Penalty 2929.378902 = -933241.654904
  nChanged 124
		SP:Iteration 16Q (117396.050000 sec): 3 clusters
  Score: Raw -936231.960684 + Penalty 2929.378902 = -933302.581783
  nChanged 132
		SP:Iteration 17Q (117396.240000 sec): 3 clusters
  Score: Raw -936305.020216 + Penalty 2929.378902 = -933375.641314
  nChanged 129
		SP:Iteration 18Q (117396.430000 sec): 3 clusters
  Score: Raw -936377.952188 + Penalty 2929.378902 = -933448.573287
  nChanged 103
		SP:Iteration 19Q (117396.630000 sec): 3 clusters
  Score: Raw -936428.071901 + Penalty 2929.378902 = -933498.692999
  nChanged 94
		SP:Iteration 20F (117396.820000 sec): 3 clusters
  Score: Raw -936480.515994 + Penalty 2929.378902 = -933551.137093
  nChanged 92
		SP:Iteration 21Q (117397.020000 sec): 3 clusters
  Score: Raw -936535.817975 + Penalty 2929.378902 = -933606.439073
  nChanged 80
		SP:Iteration 22Q (117397.220000 sec): 3 clusters
  Score: Raw -936585.442391 + Penalty 2929.378902 = -933656.063489
  nChanged 68
		SP:Iteration 23Q (117397.410000 sec): 3 clusters
  Score: Raw -936625.573491 + Penalty 2929.378902 = -933696.194589
  nChanged 63
		SP:Iteration 24Q (117397.620000 sec): 3 clusters
  Score: Raw -936665.745835 + Penalty 2929.378902 = -933736.366933
  nChanged 48
		SP:Iteration 25Q (117397.800000 sec): 3 clusters
  Score: Raw -936688.804727 + Penalty 2929.378902 = -933759.425826
  nChanged 36
		SP:Iteration 26Q (117397.980000 sec): 3 clusters
  Score: Raw -936706.456717 + Penalty 2929.378902 = -933777.077816
  nChanged 31
		SP:Iteration 27Q (117398.160000 sec): 3 clusters
  Score: Raw -936723.187229 + Penalty 2929.378902 = -933793.808327
  nChanged 32
		SP:Iteration 28Q (117398.340000 sec): 3 clusters
  Score: Raw -936742.753716 + Penalty 2929.378902 = -933813.374814
  nChanged 21
		SP:Iteration 29Q (117398.520000 sec): 3 clusters
  Score: Raw -936759.555399 + Penalty 2929.378902 = -933830.176497
  nChanged 15
		SP:Iteration 30Q (117398.700000 sec): 3 clusters
  Score: Raw -936771.894023 + Penalty 2929.378902 = -933842.515121
  nChanged 11
		SP:Iteration 31Q (117398.890000 sec): 3 clusters
  Score: Raw -936778.669235 + Penalty 2929.378902 = -933849.290333
  nChanged 12
		SP:Iteration 32Q (117399.080000 sec): 3 clusters
  Score: Raw -936790.445873 + Penalty 2929.378902 = -933861.066971
  nChanged 10
		SP:Iteration 33Q (117399.280000 sec): 3 clusters
  Score: Raw -936798.329780 + Penalty 2929.378902 = -933868.950878
  nChanged 11
		SP:Iteration 34Q (117399.470000 sec): 3 clusters
  Score: Raw -936805.048537 + Penalty 2929.378902 = -933875.669635
  nChanged 8
		SP:Iteration 35Q (117399.670000 sec): 3 clusters
  Score: Raw -936812.898337 + Penalty 2929.378902 = -933883.519435
  nChanged 5
		SP:Iteration 36Q (117399.860000 sec): 3 clusters
  Score: Raw -936816.353505 + Penalty 2929.378902 = -933886.974603
  nChanged 5
		SP:Iteration 37Q (117400.060000 sec): 3 clusters
  Score: Raw -936818.669462 + Penalty 2929.378902 = -933889.290561
  nChanged 1
		SP:Iteration 38Q (117400.260000 sec): 3 clusters
  Score: Raw -936819.597617 + Penalty 2929.378902 = -933890.218716
  nChanged 0
		SP:Iteration 39F (117400.450000 sec): 3 clusters
  Score: Raw -936819.597617 + Penalty 2929.378902 = -933890.218716
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 11 (895 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (117400.530000 sec): 2 clusters
  Score: Raw -103451.214392 + Penalty 1104.483854 = -102346.730537
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (117400.710000 sec): 3 clusters
  Score: Raw -103217.831351 + Penalty 2208.967708 = -101008.863642
  nChanged 291
		SP:Iteration 1F (117400.880000 sec): 3 clusters
  Score: Raw -103571.758957 + Penalty 2208.967708 = -101362.791248
  nChanged 74
		SP:Iteration 2F (117401.060000 sec): 3 clusters
  Score: Raw -103679.179949 + Penalty 2208.967708 = -101470.212240
  nChanged 49
		SP:Iteration 3F (117401.230000 sec): 3 clusters
  Score: Raw -103774.895236 + Penalty 2208.967708 = -101565.927528
  nChanged 43
		SP:Iteration 4Q (117401.410000 sec): 3 clusters
  Score: Raw -103867.490060 + Penalty 2208.967708 = -101658.522351
  nChanged 45
		SP:Iteration 5F (117401.580000 sec): 3 clusters
  Score: Raw -103948.520545 + Penalty 2208.967708 = -101739.552837
  nChanged 33
		SP:Iteration 6Q (117401.760000 sec): 3 clusters
  Score: Raw -104009.124596 + Penalty 2208.967708 = -101800.156887
  nChanged 26
		SP:Iteration 7Q (117401.930000 sec): 3 clusters
  Score: Raw -104047.879799 + Penalty 2208.967708 = -101838.912090
  nChanged 13
		SP:Iteration 8Q (117402.150000 sec): 3 clusters
  Score: Raw -104065.101910 + Penalty 2208.967708 = -101856.134201
  nChanged 10
		SP:Iteration 9Q (117402.330000 sec): 3 clusters
  Score: Raw -104076.561944 + Penalty 2208.967708 = -101867.594236
  nChanged 6
		SP:Iteration 10Q (117402.500000 sec): 3 clusters
  Score: Raw -104081.712131 + Penalty 2208.967708 = -101872.744423
  nChanged 6
		SP:Iteration 11Q (117402.670000 sec): 3 clusters
  Score: Raw -104089.020624 + Penalty 2208.967708 = -101880.052916
  nChanged 6
		SP:Iteration 12Q (117402.850000 sec): 3 clusters
  Score: Raw -104097.660038 + Penalty 2208.967708 = -101888.692329
  nChanged 4
		SP:Iteration 13Q (117403.010000 sec): 3 clusters
  Score: Raw -104100.901720 + Penalty 2208.967708 = -101891.934011
  nChanged 1
		SP:Iteration 14Q (117403.150000 sec): 3 clusters
  Score: Raw -104103.200800 + Penalty 2208.967708 = -101894.233092
  nChanged 1
		SP:Iteration 15Q (117403.320000 sec): 3 clusters
  Score: Raw -104104.349630 + Penalty 2208.967708 = -101895.381922
  nChanged 1
		SP:Iteration 16Q (117403.500000 sec): 3 clusters
  Score: Raw -104104.977355 + Penalty 2208.967708 = -101896.009647
  nChanged 0
		SP:Iteration 17F (117403.670000 sec): 3 clusters
  Score: Raw -104104.977355 + Penalty 2208.967708 = -101896.009647
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 12 (502 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (117403.760000 sec): 2 clusters
  Score: Raw -60916.023429 + Penalty 1010.522519 = -59905.500909
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (117403.890000 sec): 3 clusters
  Score: Raw -60834.647616 + Penalty 2021.045039 = -58813.602578
  nChanged 112
		SP:Iteration 1F (117404.070000 sec): 3 clusters
  Score: Raw -60958.470960 + Penalty 2021.045039 = -58937.425921
  nChanged 20
		SP:Iteration 2Q (117404.250000 sec): 3 clusters
  Score: Raw -60992.833134 + Penalty 2021.045039 = -58971.788095
  nChanged 10
		SP:Iteration 3Q (117404.420000 sec): 3 clusters
  Score: Raw -61014.177680 + Penalty 2021.045039 = -58993.132642
  nChanged 12
		SP:Iteration 4Q (117404.600000 sec): 3 clusters
  Score: Raw -61035.492708 + Penalty 2021.045039 = -59014.447669
  nChanged 2
		SP:Iteration 5Q (117404.770000 sec): 3 clusters
  Score: Raw -61038.388980 + Penalty 2021.045039 = -59017.343942
  nChanged 3
		SP:Iteration 6Q (117404.950000 sec): 3 clusters
  Score: Raw -61041.244873 + Penalty 2021.045039 = -59020.199834
  nChanged 3
		SP:Iteration 7Q (117405.080000 sec): 3 clusters
  Score: Raw -61046.199108 + Penalty 2021.045039 = -59025.154069
  nChanged 5
		SP:Iteration 8Q (117405.090000 sec): 3 clusters
  Score: Raw -61053.335144 + Penalty 2021.045039 = -59032.290105
  nChanged 1
		SP:Iteration 9Q (117405.100000 sec): 3 clusters
  Score: Raw -61053.971826 + Penalty 2021.045039 = -59032.926787
  nChanged 0
		SP:Iteration 10F (117405.110000 sec): 3 clusters
  Score: Raw -61053.971826 + Penalty 2021.045039 = -59032.926787
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 13 (553 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (117405.210000 sec): 2 clusters
  Score: Raw -67829.573166 + Penalty 1026.245675 = -66803.327491
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (117405.390000 sec): 3 clusters
  Score: Raw -67743.489207 + Penalty 2052.491350 = -65690.997857
  nChanged 128
		SP:Iteration 1F (117405.560000 sec): 3 clusters
  Score: Raw -67957.868545 + Penalty 2052.491350 = -65905.377194
  nChanged 40
		SP:Iteration 2F (117405.740000 sec): 3 clusters
  Score: Raw -68029.381897 + Penalty 2052.491350 = -65976.890547
  nChanged 21
		SP:Iteration 3Q (117405.910000 sec): 3 clusters
  Score: Raw -68057.871587 + Penalty 2052.491350 = -66005.380237
  nChanged 6
		SP:Iteration 4Q (117406.090000 sec): 3 clusters
  Score: Raw -68064.704784 + Penalty 2052.491350 = -66012.213433
  nChanged 3
		SP:Iteration 5Q (117406.240000 sec): 3 clusters
  Score: Raw -68067.100781 + Penalty 2052.491350 = -66014.609430
  nChanged 1
		SP:Iteration 6Q (117406.390000 sec): 3 clusters
  Score: Raw -68068.549002 + Penalty 2052.491350 = -66016.057651
  nChanged 0
		SP:Iteration 7F (117406.570000 sec): 3 clusters
  Score: Raw -68068.549002 + Penalty 2052.491350 = -66016.057651
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 14 (324 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (117406.660000 sec): 2 clusters
  Score: Raw -35151.894635 + Penalty 939.370821 = -34212.523813
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (117406.830000 sec): 3 clusters
  Score: Raw -35272.671358 + Penalty 1878.741643 = -33393.929716
  nChanged 62
		SP:Iteration 1F (117407.010000 sec): 3 clusters
  Score: Raw -35410.652510 + Penalty 1878.741643 = -33531.910867
  nChanged 13
		SP:Iteration 2Q (117407.190000 sec): 3 clusters
  Score: Raw -35441.717853 + Penalty 1878.741643 = -33562.976211
  nChanged 16
		SP:Iteration 3Q (117407.360000 sec): 3 clusters
  Score: Raw -35478.835245 + Penalty 1878.741643 = -33600.093602
  nChanged 6
		SP:Iteration 4Q (117407.540000 sec): 3 clusters
  Score: Raw -35498.563412 + Penalty 1878.741643 = -33619.821769
  nChanged 5
		SP:Iteration 5Q (117407.710000 sec): 3 clusters
  Score: Raw -35516.370204 + Penalty 1878.741643 = -33637.628561
  nChanged 4
		SP:Iteration 6Q (117407.890000 sec): 3 clusters
  Score: Raw -35526.695648 + Penalty 1878.741643 = -33647.954005
  nChanged 1
		SP:Iteration 7Q (117408.070000 sec): 3 clusters
  Score: Raw -35527.534254 + Penalty 1878.741643 = -33648.792611
  nChanged 0
		SP:Iteration 8F (117408.240000 sec): 3 clusters
  Score: Raw -35527.534254 + Penalty 1878.741643 = -33648.792611
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 15 (5271 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (117408.360000 sec): 2 clusters
  Score: Raw -639473.716538 + Penalty 1392.620999 = -638081.095540
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (117408.530000 sec): 3 clusters
  Score: Raw -636740.812495 + Penalty 2785.241997 = -633955.570498
  nChanged 2169
		SP:Iteration 1F (117408.710000 sec): 3 clusters
  Score: Raw -637968.277677 + Penalty 2785.241997 = -635183.035679
  nChanged 379
		SP:Iteration 2F (117408.880000 sec): 3 clusters
  Score: Raw -638186.544610 + Penalty 2785.241997 = -635401.302612
  nChanged 278
		SP:Iteration 3F (117409.100000 sec): 3 clusters
  Score: Raw -638345.601426 + Penalty 2785.241997 = -635560.359429
  nChanged 244
		SP:Iteration 4Q (117409.270000 sec): 3 clusters
  Score: Raw -638504.028958 + Penalty 2785.241997 = -635718.786960
  nChanged 229
		SP:Iteration 5Q (117409.460000 sec): 3 clusters
  Score: Raw -638702.454676 + Penalty 2785.241997 = -635917.212679
  nChanged 276
		SP:Iteration 6F (117409.630000 sec): 3 clusters
  Score: Raw -638944.374874 + Penalty 2785.241997 = -636159.132876
  nChanged 283
		SP:Iteration 7F (117409.780000 sec): 3 clusters
  Score: Raw -639215.283140 + Penalty 2785.241997 = -636430.041142
  nChanged 278
		SP:Iteration 8F (117409.950000 sec): 3 clusters
  Score: Raw -639466.112584 + Penalty 2785.241997 = -636680.870586
  nChanged 267
		SP:Iteration 9F (117410.130000 sec): 3 clusters
  Score: Raw -639694.262197 + Penalty 2785.241997 = -636909.020199
  nChanged 221
		SP:Iteration 10Q (117410.300000 sec): 3 clusters
  Score: Raw -639857.407094 + Penalty 2785.241997 = -637072.165097
  nChanged 176
		SP:Iteration 11Q (117410.470000 sec): 3 clusters
  Score: Raw -639958.262843 + Penalty 2785.241997 = -637173.020846
  nChanged 127
		SP:Iteration 12Q (117410.650000 sec): 3 clusters
  Score: Raw -640020.785910 + Penalty 2785.241997 = -637235.543912
  nChanged 103
		SP:Iteration 13Q (117410.850000 sec): 3 clusters
  Score: Raw -640062.939382 + Penalty 2785.241997 = -637277.697385
  nChanged 85
		SP:Iteration 14Q (117411.040000 sec): 3 clusters
  Score: Raw -640094.677595 + Penalty 2785.241997 = -637309.435598
  nChanged 63
		SP:Iteration 15Q (117411.210000 sec): 3 clusters
  Score: Raw -640117.884975 + Penalty 2785.241997 = -637332.642977
  nChanged 44
		SP:Iteration 16Q (117411.390000 sec): 3 clusters
  Score: Raw -640135.082023 + Penalty 2785.241997 = -637349.840025
  nChanged 51
		SP:Iteration 17Q (117411.560000 sec): 3 clusters
  Score: Raw -640154.373384 + Penalty 2785.241997 = -637369.131386
  nChanged 46
		SP:Iteration 18Q (117411.730000 sec): 3 clusters
  Score: Raw -640170.917282 + Penalty 2785.241997 = -637385.675285
  nChanged 36
		SP:Iteration 19Q (117411.910000 sec): 3 clusters
  Score: Raw -640179.766533 + Penalty 2785.241997 = -637394.524535
  nChanged 19
		SP:Iteration 20F (117412.080000 sec): 3 clusters
  Score: Raw -640184.046623 + Penalty 2785.241997 = -637398.804625
  nChanged 18
		SP:Iteration 21Q (117412.250000 sec): 3 clusters
  Score: Raw -640188.102816 + Penalty 2785.241997 = -637402.860819
  nChanged 14
		SP:Iteration 22Q (117412.430000 sec): 3 clusters
  Score: Raw -640190.868479 + Penalty 2785.241997 = -637405.626481
  nChanged 15
		SP:Iteration 23Q (117412.600000 sec): 3 clusters
  Score: Raw -640194.537938 + Penalty 2785.241997 = -637409.295940
  nChanged 15
		SP:Iteration 24Q (117412.770000 sec): 3 clusters
  Score: Raw -640198.186666 + Penalty 2785.241997 = -637412.944669
  nChanged 8
		SP:Iteration 25Q (117412.950000 sec): 3 clusters
  Score: Raw -640199.669712 + Penalty 2785.241997 = -637414.427715
  nChanged 2
		SP:Iteration 26Q (117413.170000 sec): 3 clusters
  Score: Raw -640199.941751 + Penalty 2785.241997 = -637414.699754
  nChanged 3
		SP:Iteration 27Q (117413.310000 sec): 3 clusters
  Score: Raw -640200.659968 + Penalty 2785.241997 = -637415.417970
  nChanged 6
		SP:Iteration 28Q (117413.480000 sec): 3 clusters
  Score: Raw -640201.918970 + Penalty 2785.241997 = -637416.676973
  nChanged 2
		SP:Iteration 29Q (117413.650000 sec): 3 clusters
  Score: Raw -640202.492826 + Penalty 2785.241997 = -637417.250829
  nChanged 4
		SP:Iteration 30Q (117413.830000 sec): 3 clusters
  Score: Raw -640203.372966 + Penalty 2785.241997 = -637418.130968
  nChanged 3
		SP:Iteration 31Q (117414.000000 sec): 3 clusters
  Score: Raw -640204.050158 + Penalty 2785.241997 = -637418.808161
  nChanged 2
		SP:Iteration 32Q (117414.180000 sec): 3 clusters
  Score: Raw -640204.576814 + Penalty 2785.241997 = -637419.334816
  nChanged 0
		SP:Iteration 33F (117414.350000 sec): 3 clusters
  Score: Raw -640204.576814 + Penalty 2785.241997 = -637419.334816
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 16 (346787 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (117416.150000 sec): 2 clusters
  Score: Raw -42547883.805365 + Penalty 2072.925731 = -42545810.879634
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (117418.690000 sec): 3 clusters
  Score: Raw -42315642.921333 + Penalty 4145.851462 = -42311497.069871
  nChanged 169449
		SP:Iteration 1F (117421.270000 sec): 3 clusters
  Score: Raw -42417075.524641 + Penalty 4145.851462 = -42412929.673179
  nChanged 10218
		SP:Iteration 2Q (117424.240000 sec): 3 clusters
  Score: Raw -42419654.359781 + Penalty 4145.851462 = -42415508.508318
  nChanged 13878
		SP:Iteration 3Q (117427.200000 sec): 3 clusters
  Score: Raw -42424653.304551 + Penalty 4145.851462 = -42420507.453089
  nChanged 19256
		SP:Iteration 4F (117429.930000 sec): 3 clusters
  Score: Raw -42434207.953448 + Penalty 4145.851462 = -42430062.101986
  nChanged 25127
		SP:Iteration 5F (117432.620000 sec): 3 clusters
  Score: Raw -42450363.692096 + Penalty 4145.851462 = -42446217.840633
  nChanged 28797
		SP:Iteration 6F (117435.290000 sec): 3 clusters
  Score: Raw -42472644.944736 + Penalty 4145.851462 = -42468499.093274
  nChanged 28412
		SP:Iteration 7F (117437.960000 sec): 3 clusters
  Score: Raw -42496988.984106 + Penalty 4145.851462 = -42492843.132644
  nChanged 23313
		SP:Iteration 8F (117440.770000 sec): 3 clusters
  Score: Raw -42517876.447696 + Penalty 4145.851462 = -42513730.596234
  nChanged 16401
		SP:Iteration 9Q (117443.660000 sec): 3 clusters
  Score: Raw -42533147.067868 + Penalty 4145.851462 = -42529001.216406
  nChanged 9675
		SP:Iteration 10Q (117446.580000 sec): 3 clusters
  Score: Raw -42542296.732684 + Penalty 4145.851462 = -42538150.881222
  nChanged 4355
		SP:Iteration 11Q (117449.260000 sec): 3 clusters
  Score: Raw -42546185.787400 + Penalty 4145.851462 = -42542039.935938
  nChanged 1566
		SP:Iteration 12Q (117451.810000 sec): 3 clusters
  Score: Raw -42547509.532514 + Penalty 4145.851462 = -42543363.681052
  nChanged 526
		SP:Iteration 13Q (117454.290000 sec): 3 clusters
  Score: Raw -42547943.049970 + Penalty 4145.851462 = -42543797.198508
  nChanged 207
		SP:Iteration 14Q (117456.690000 sec): 3 clusters
  Score: Raw -42548121.736204 + Penalty 4145.851462 = -42543975.884742
  nChanged 107
		SP:Iteration 15Q (117459.130000 sec): 3 clusters
  Score: Raw -42548216.745018 + Penalty 4145.851462 = -42544070.893555
  nChanged 65
		SP:Iteration 16Q (117461.530000 sec): 3 clusters
  Score: Raw -42548275.292927 + Penalty 4145.851462 = -42544129.441465
  nChanged 50
		SP:Iteration 17Q (117463.950000 sec): 3 clusters
  Score: Raw -42548320.969036 + Penalty 4145.851462 = -42544175.117574
  nChanged 27
		SP:Iteration 18Q (117466.390000 sec): 3 clusters
  Score: Raw -42548349.863231 + Penalty 4145.851462 = -42544204.011769
  nChanged 32
		SP:Iteration 19Q (117468.850000 sec): 3 clusters
  Score: Raw -42548387.222347 + Penalty 4145.851462 = -42544241.370885
  nChanged 32
		SP:Iteration 20F (117471.510000 sec): 3 clusters
  Score: Raw -42548414.875100 + Penalty 4145.851462 = -42544269.023637
  nChanged 31
		SP:Iteration 21Q (117473.970000 sec): 3 clusters
  Score: Raw -42548437.123245 + Penalty 4145.851462 = -42544291.271783
  nChanged 27
		SP:Iteration 22Q (117476.350000 sec): 3 clusters
  Score: Raw -42548459.468440 + Penalty 4145.851462 = -42544313.616978
  nChanged 28
		SP:Iteration 23Q (117478.830000 sec): 3 clusters
  Score: Raw -42548482.220302 + Penalty 4145.851462 = -42544336.368839
  nChanged 19
		SP:Iteration 24Q (117481.080000 sec): 3 clusters
  Score: Raw -42548491.888408 + Penalty 4145.851462 = -42544346.036946
  nChanged 12
		SP:Iteration 25Q (117483.550000 sec): 3 clusters
  Score: Raw -42548497.849619 + Penalty 4145.851462 = -42544351.998157
  nChanged 9
		SP:Iteration 26Q (117485.980000 sec): 3 clusters
  Score: Raw -42548502.217680 + Penalty 4145.851462 = -42544356.366217
  nChanged 6
		SP:Iteration 27Q (117488.460000 sec): 3 clusters
  Score: Raw -42548506.191404 + Penalty 4145.851462 = -42544360.339942
  nChanged 10
		SP:Iteration 28Q (117490.910000 sec): 3 clusters
  Score: Raw -42548510.124541 + Penalty 4145.851462 = -42544364.273078
  nChanged 8
		SP:Iteration 29Q (117493.330000 sec): 3 clusters
  Score: Raw -42548513.296875 + Penalty 4145.851462 = -42544367.445413
  nChanged 8
		SP:Iteration 30Q (117495.770000 sec): 3 clusters
  Score: Raw -42548516.095662 + Penalty 4145.851462 = -42544370.244199
  nChanged 9
		SP:Iteration 31Q (117498.150000 sec): 3 clusters
  Score: Raw -42548519.943818 + Penalty 4145.851462 = -42544374.092355
  nChanged 3
		SP:Iteration 32Q (117500.600000 sec): 3 clusters
  Score: Raw -42548521.097327 + Penalty 4145.851462 = -42544375.245865
  nChanged 1
		SP:Iteration 33Q (117503.070000 sec): 3 clusters
  Score: Raw -42548521.827701 + Penalty 4145.851462 = -42544375.976239
  nChanged 4
		SP:Iteration 34Q (117505.530000 sec): 3 clusters
  Score: Raw -42548522.921630 + Penalty 4145.851462 = -42544377.070167
  nChanged 2
		SP:Iteration 35Q (117507.970000 sec): 3 clusters
  Score: Raw -42548523.544902 + Penalty 4145.851462 = -42544377.693440
  nChanged 2
		SP:Iteration 36Q (117510.410000 sec): 3 clusters
  Score: Raw -42548524.742237 + Penalty 4145.851462 = -42544378.890775
  nChanged 2
		SP:Iteration 37Q (117512.850000 sec): 3 clusters
  Score: Raw -42548525.849695 + Penalty 4145.851462 = -42544379.998233
  nChanged 2
		SP:Iteration 38Q (117515.280000 sec): 3 clusters
  Score: Raw -42548527.097111 + Penalty 4145.851462 = -42544381.245648
  nChanged 2
		SP:Iteration 39Q (117517.760000 sec): 3 clusters
  Score: Raw -42548528.235069 + Penalty 4145.851462 = -42544382.383607
  nChanged 4
		SP:Iteration 40F (117520.400000 sec): 3 clusters
  Score: Raw -42548530.051544 + Penalty 4145.851462 = -42544384.200081
  nChanged 3
		SP:Iteration 41Q (117522.860000 sec): 3 clusters
  Score: Raw -42548531.354299 + Penalty 4145.851462 = -42544385.502836
  nChanged 2
		SP:Iteration 42Q (117525.320000 sec): 3 clusters
  Score: Raw -42548532.516347 + Penalty 4145.851462 = -42544386.664885
  nChanged 4
		SP:Iteration 43Q (117527.820000 sec): 3 clusters
  Score: Raw -42548533.689264 + Penalty 4145.851462 = -42544387.837801
  nChanged 2
		SP:Iteration 44Q (117530.360000 sec): 3 clusters
  Score: Raw -42548534.420873 + Penalty 4145.851462 = -42544388.569411
  nChanged 1
		SP:Iteration 45Q (117532.850000 sec): 3 clusters
  Score: Raw -42548534.834706 + Penalty 4145.851462 = -42544388.983244
  nChanged 1
		SP:Iteration 46Q (117535.210000 sec): 3 clusters
  Score: Raw -42548535.584832 + Penalty 4145.851462 = -42544389.733370
  nChanged 2
		SP:Iteration 47Q (117537.680000 sec): 3 clusters
  Score: Raw -42548536.541267 + Penalty 4145.851462 = -42544390.689805
  nChanged 2
		SP:Iteration 48Q (117540.140000 sec): 3 clusters
  Score: Raw -42548537.031699 + Penalty 4145.851462 = -42544391.180237
  nChanged 0
		SP:Iteration 49F (117542.780000 sec): 3 clusters
  Score: Raw -42548537.031699 + Penalty 4145.851462 = -42544391.180237
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 17 (10713 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (117542.990000 sec): 2 clusters
  Score: Raw -1345376.247409 + Penalty 1507.872151 = -1343868.375258
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (117543.170000 sec): 3 clusters
  Score: Raw -1339274.906294 + Penalty 3015.744302 = -1336259.161993
  nChanged 4645
		SP:Iteration 1F (117543.420000 sec): 3 clusters
  Score: Raw -1341787.363448 + Penalty 3015.744302 = -1338771.619147
  nChanged 629
		SP:Iteration 2F (117543.680000 sec): 3 clusters
  Score: Raw -1342086.919432 + Penalty 3015.744302 = -1339071.175130
  nChanged 601
		SP:Iteration 3F (117543.890000 sec): 3 clusters
  Score: Raw -1342349.506554 + Penalty 3015.744302 = -1339333.762253
  nChanged 477
		SP:Iteration 4Q (117544.080000 sec): 3 clusters
  Score: Raw -1342568.921730 + Penalty 3015.744302 = -1339553.177428
  nChanged 480
		SP:Iteration 5Q (117544.340000 sec): 3 clusters
  Score: Raw -1342824.238401 + Penalty 3015.744302 = -1339808.494099
  nChanged 471
		SP:Iteration 6Q (117544.610000 sec): 3 clusters
  Score: Raw -1343063.145102 + Penalty 3015.744302 = -1340047.400800
  nChanged 476
		SP:Iteration 7Q (117544.870000 sec): 3 clusters
  Score: Raw -1343290.036066 + Penalty 3015.744302 = -1340274.291764
  nChanged 446
		SP:Iteration 8Q (117545.060000 sec): 3 clusters
  Score: Raw -1343529.856781 + Penalty 3015.744302 = -1340514.112479
  nChanged 420
		SP:Iteration 9Q (117545.210000 sec): 3 clusters
  Score: Raw -1343775.206996 + Penalty 3015.744302 = -1340759.462694
  nChanged 389
		SP:Iteration 10Q (117545.370000 sec): 3 clusters
  Score: Raw -1343999.077142 + Penalty 3015.744302 = -1340983.332840
  nChanged 347
		SP:Iteration 11Q (117545.530000 sec): 3 clusters
  Score: Raw -1344197.394169 + Penalty 3015.744302 = -1341181.649867
  nChanged 317
		SP:Iteration 12Q (117545.700000 sec): 3 clusters
  Score: Raw -1344379.355875 + Penalty 3015.744302 = -1341363.611573
  nChanged 286
		SP:Iteration 13Q (117545.850000 sec): 3 clusters
  Score: Raw -1344572.310919 + Penalty 3015.744302 = -1341556.566617
  nChanged 275
		SP:Iteration 14Q (117546.050000 sec): 3 clusters
  Score: Raw -1344773.413753 + Penalty 3015.744302 = -1341757.669451
  nChanged 252
		SP:Iteration 15Q (117546.280000 sec): 3 clusters
  Score: Raw -1344937.459157 + Penalty 3015.744302 = -1341921.714855
  nChanged 212
		SP:Iteration 16Q (117546.510000 sec): 3 clusters
  Score: Raw -1345072.111006 + Penalty 3015.744302 = -1342056.366704
  nChanged 184
		SP:Iteration 17Q (117546.650000 sec): 3 clusters
  Score: Raw -1345185.586213 + Penalty 3015.744302 = -1342169.841911
  nChanged 148
		SP:Iteration 18Q (117546.870000 sec): 3 clusters
  Score: Raw -1345277.037502 + Penalty 3015.744302 = -1342261.293201
  nChanged 130
		SP:Iteration 19Q (117547.090000 sec): 3 clusters
  Score: Raw -1345360.913610 + Penalty 3015.744302 = -1342345.169308
  nChanged 127
		SP:Iteration 20F (117547.320000 sec): 3 clusters
  Score: Raw -1345445.501306 + Penalty 3015.744302 = -1342429.757005
  nChanged 119
		SP:Iteration 21Q (117547.540000 sec): 3 clusters
  Score: Raw -1345534.350001 + Penalty 3015.744302 = -1342518.605699
  nChanged 104
		SP:Iteration 22Q (117547.760000 sec): 3 clusters
  Score: Raw -1345605.750215 + Penalty 3015.744302 = -1342590.005913
  nChanged 87
		SP:Iteration 23Q (117547.980000 sec): 3 clusters
  Score: Raw -1345666.963535 + Penalty 3015.744302 = -1342651.219233
  nChanged 60
		SP:Iteration 24Q (117548.200000 sec): 3 clusters
  Score: Raw -1345711.167746 + Penalty 3015.744302 = -1342695.423445
  nChanged 50
		SP:Iteration 25Q (117548.420000 sec): 3 clusters
  Score: Raw -1345744.859269 + Penalty 3015.744302 = -1342729.114967
  nChanged 31
		SP:Iteration 26Q (117548.640000 sec): 3 clusters
  Score: Raw -1345763.095243 + Penalty 3015.744302 = -1342747.350941
  nChanged 22
		SP:Iteration 27Q (117548.860000 sec): 3 clusters
  Score: Raw -1345777.633750 + Penalty 3015.744302 = -1342761.889448
  nChanged 19
		SP:Iteration 28Q (117549.080000 sec): 3 clusters
  Score: Raw -1345792.945623 + Penalty 3015.744302 = -1342777.201321
  nChanged 12
		SP:Iteration 29Q (117549.300000 sec): 3 clusters
  Score: Raw -1345802.951234 + Penalty 3015.744302 = -1342787.206932
  nChanged 10
		SP:Iteration 30Q (117549.520000 sec): 3 clusters
  Score: Raw -1345809.698580 + Penalty 3015.744302 = -1342793.954278
  nChanged 8
		SP:Iteration 31Q (117549.730000 sec): 3 clusters
  Score: Raw -1345814.918546 + Penalty 3015.744302 = -1342799.174244
  nChanged 4
		SP:Iteration 32Q (117549.950000 sec): 3 clusters
  Score: Raw -1345817.875953 + Penalty 3015.744302 = -1342802.131651
  nChanged 5
		SP:Iteration 33Q (117550.170000 sec): 3 clusters
  Score: Raw -1345821.975291 + Penalty 3015.744302 = -1342806.230990
  nChanged 4
		SP:Iteration 34Q (117550.390000 sec): 3 clusters
  Score: Raw -1345825.020996 + Penalty 3015.744302 = -1342809.276695
  nChanged 5
		SP:Iteration 35Q (117550.610000 sec): 3 clusters
  Score: Raw -1345826.990783 + Penalty 3015.744302 = -1342811.246482
  nChanged 1
		SP:Iteration 36Q (117550.830000 sec): 3 clusters
  Score: Raw -1345827.781518 + Penalty 3015.744302 = -1342812.037216
  nChanged 1
		SP:Iteration 37Q (117551.050000 sec): 3 clusters
  Score: Raw -1345828.713887 + Penalty 3015.744302 = -1342812.969586
  nChanged 2
		SP:Iteration 38Q (117551.270000 sec): 3 clusters
  Score: Raw -1345830.528559 + Penalty 3015.744302 = -1342814.784257
  nChanged 5
		SP:Iteration 39Q (117551.480000 sec): 3 clusters
  Score: Raw -1345834.323038 + Penalty 3015.744302 = -1342818.578736
  nChanged 5
		SP:Iteration 40F (117551.740000 sec): 3 clusters
  Score: Raw -1345840.270969 + Penalty 3015.744302 = -1342824.526667
  nChanged 5
		SP:Iteration 41Q (117551.960000 sec): 3 clusters
  Score: Raw -1345845.332107 + Penalty 3015.744302 = -1342829.587805
  nChanged 5
		SP:Iteration 42Q (117552.180000 sec): 3 clusters
  Score: Raw -1345848.511105 + Penalty 3015.744302 = -1342832.766803
  nChanged 2
		SP:Iteration 43Q (117552.400000 sec): 3 clusters
  Score: Raw -1345849.309512 + Penalty 3015.744302 = -1342833.565211
  nChanged 1
		SP:Iteration 44Q (117552.600000 sec): 3 clusters
  Score: Raw -1345849.617648 + Penalty 3015.744302 = -1342833.873346
  nChanged 1
		SP:Iteration 45Q (117552.730000 sec): 3 clusters
  Score: Raw -1345850.063618 + Penalty 3015.744302 = -1342834.319316
  nChanged 0
		SP:Iteration 46F (117552.880000 sec): 3 clusters
  Score: Raw -1345850.063618 + Penalty 3015.744302 = -1342834.319316
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 18 (5389 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (117552.980000 sec): 2 clusters
  Score: Raw -650783.519783 + Penalty 1396.218707 = -649387.301076
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (117553.160000 sec): 3 clusters
  Score: Raw -647972.415877 + Penalty 2792.437413 = -645179.978464
  nChanged 2238
		SP:Iteration 1F (117553.330000 sec): 3 clusters
  Score: Raw -649242.188899 + Penalty 2792.437413 = -646449.751486
  nChanged 417
		SP:Iteration 2F (117553.500000 sec): 3 clusters
  Score: Raw -649517.540322 + Penalty 2792.437413 = -646725.102909
  nChanged 336
		SP:Iteration 3F (117553.680000 sec): 3 clusters
  Score: Raw -649740.200839 + Penalty 2792.437413 = -646947.763426
  nChanged 313
		SP:Iteration 4F (117553.850000 sec): 3 clusters
  Score: Raw -649957.339067 + Penalty 2792.437413 = -647164.901653
  nChanged 331
		SP:Iteration 5F (117554.020000 sec): 3 clusters
  Score: Raw -650203.554789 + Penalty 2792.437413 = -647411.117376
  nChanged 310
		SP:Iteration 6F (117554.190000 sec): 3 clusters
  Score: Raw -650436.825154 + Penalty 2792.437413 = -647644.387740
  nChanged 278
		SP:Iteration 7F (117554.360000 sec): 3 clusters
  Score: Raw -650647.024086 + Penalty 2792.437413 = -647854.586673
  nChanged 230
		SP:Iteration 8Q (117554.540000 sec): 3 clusters
  Score: Raw -650810.487688 + Penalty 2792.437413 = -648018.050274
  nChanged 194
		SP:Iteration 9Q (117554.710000 sec): 3 clusters
  Score: Raw -650931.689791 + Penalty 2792.437413 = -648139.252378
  nChanged 157
		SP:Iteration 10Q (117554.880000 sec): 3 clusters
  Score: Raw -651017.374953 + Penalty 2792.437413 = -648224.937540
  nChanged 122
		SP:Iteration 11Q (117555.050000 sec): 3 clusters
  Score: Raw -651064.335857 + Penalty 2792.437413 = -648271.898444
  nChanged 62
		SP:Iteration 12Q (117555.220000 sec): 3 clusters
  Score: Raw -651085.479037 + Penalty 2792.437413 = -648293.041624
  nChanged 55
		SP:Iteration 13Q (117555.400000 sec): 3 clusters
  Score: Raw -651103.653283 + Penalty 2792.437413 = -648311.215870
  nChanged 38
		SP:Iteration 14Q (117555.570000 sec): 3 clusters
  Score: Raw -651114.417623 + Penalty 2792.437413 = -648321.980210
  nChanged 23
		SP:Iteration 15Q (117555.740000 sec): 3 clusters
  Score: Raw -651120.318691 + Penalty 2792.437413 = -648327.881278
  nChanged 18
		SP:Iteration 16Q (117555.920000 sec): 3 clusters
  Score: Raw -651124.872537 + Penalty 2792.437413 = -648332.435124
  nChanged 14
		SP:Iteration 17Q (117556.090000 sec): 3 clusters
  Score: Raw -651127.720691 + Penalty 2792.437413 = -648335.283278
  nChanged 10
		SP:Iteration 18Q (117556.260000 sec): 3 clusters
  Score: Raw -651130.048491 + Penalty 2792.437413 = -648337.611077
  nChanged 4
		SP:Iteration 19Q (117556.430000 sec): 3 clusters
  Score: Raw -651130.696716 + Penalty 2792.437413 = -648338.259303
  nChanged 2
		SP:Iteration 20F (117556.570000 sec): 3 clusters
  Score: Raw -651131.069648 + Penalty 2792.437413 = -648338.632234
  nChanged 2
		SP:Iteration 21Q (117556.670000 sec): 3 clusters
  Score: Raw -651131.341314 + Penalty 2792.437413 = -648338.903900
  nChanged 2
		SP:Iteration 22Q (117556.870000 sec): 3 clusters
  Score: Raw -651131.948322 + Penalty 2792.437413 = -648339.510908
  nChanged 2
		SP:Iteration 23Q (117557.040000 sec): 3 clusters
  Score: Raw -651132.397482 + Penalty 2792.437413 = -648339.960069
  nChanged 5
		SP:Iteration 24Q (117557.220000 sec): 3 clusters
  Score: Raw -651133.427013 + Penalty 2792.437413 = -648340.989600
  nChanged 4
		SP:Iteration 25Q (117557.390000 sec): 3 clusters
  Score: Raw -651134.273712 + Penalty 2792.437413 = -648341.836299
  nChanged 5
		SP:Iteration 26Q (117557.560000 sec): 3 clusters
  Score: Raw -651135.206623 + Penalty 2792.437413 = -648342.769209
  nChanged 3
		SP:Iteration 27Q (117557.730000 sec): 3 clusters
  Score: Raw -651135.721167 + Penalty 2792.437413 = -648343.283754
  nChanged 1
		SP:Iteration 28Q (117557.900000 sec): 3 clusters
  Score: Raw -651135.939811 + Penalty 2792.437413 = -648343.502398
  nChanged 2
		SP:Iteration 29Q (117558.080000 sec): 3 clusters
  Score: Raw -651136.135213 + Penalty 2792.437413 = -648343.697800
  nChanged 1
		SP:Iteration 30Q (117558.250000 sec): 3 clusters
  Score: Raw -651136.329605 + Penalty 2792.437413 = -648343.892191
  nChanged 1
		SP:Iteration 31Q (117558.440000 sec): 3 clusters
  Score: Raw -651136.505172 + Penalty 2792.437413 = -648344.067758
  nChanged 1
		SP:Iteration 32Q (117558.540000 sec): 3 clusters
  Score: Raw -651136.691628 + Penalty 2792.437413 = -648344.254215
  nChanged 0
		SP:Iteration 33F (117558.730000 sec): 3 clusters
  Score: Raw -651136.691628 + Penalty 2792.437413 = -648344.254215
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 19 (1105 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (117558.800000 sec): 2 clusters
  Score: Raw -131501.037769 + Penalty 1138.735100 = -130362.302669
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (117558.970000 sec): 3 clusters
  Score: Raw -131131.392579 + Penalty 2277.470200 = -128853.922379
  nChanged 320
		SP:Iteration 1F (117559.150000 sec): 3 clusters
  Score: Raw -131414.036188 + Penalty 2277.470200 = -129136.565989
  nChanged 87
		SP:Iteration 2F (117559.320000 sec): 3 clusters
  Score: Raw -131516.331345 + Penalty 2277.470200 = -129238.861145
  nChanged 67
		SP:Iteration 3F (117559.500000 sec): 3 clusters
  Score: Raw -131605.339617 + Penalty 2277.470200 = -129327.869418
  nChanged 40
		SP:Iteration 4Q (117559.670000 sec): 3 clusters
  Score: Raw -131654.379537 + Penalty 2277.470200 = -129376.909337
  nChanged 39
		SP:Iteration 5Q (117559.850000 sec): 3 clusters
  Score: Raw -131700.814463 + Penalty 2277.470200 = -129423.344264
  nChanged 30
		SP:Iteration 6Q (117560.020000 sec): 3 clusters
  Score: Raw -131735.039430 + Penalty 2277.470200 = -129457.569231
  nChanged 27
		SP:Iteration 7Q (117560.200000 sec): 3 clusters
  Score: Raw -131778.831863 + Penalty 2277.470200 = -129501.361663
  nChanged 32
		SP:Iteration 8Q (117560.380000 sec): 3 clusters
  Score: Raw -131823.128954 + Penalty 2277.470200 = -129545.658755
  nChanged 21
		SP:Iteration 9Q (117560.550000 sec): 3 clusters
  Score: Raw -131844.804624 + Penalty 2277.470200 = -129567.334424
  nChanged 13
		SP:Iteration 10Q (117560.720000 sec): 3 clusters
  Score: Raw -131856.000294 + Penalty 2277.470200 = -129578.530094
  nChanged 7
		SP:Iteration 11Q (117560.900000 sec): 3 clusters
  Score: Raw -131863.273444 + Penalty 2277.470200 = -129585.803245
  nChanged 10
		SP:Iteration 12Q (117561.070000 sec): 3 clusters
  Score: Raw -131872.595855 + Penalty 2277.470200 = -129595.125655
  nChanged 12
		SP:Iteration 13Q (117561.250000 sec): 3 clusters
  Score: Raw -131883.956582 + Penalty 2277.470200 = -129606.486383
  nChanged 10
		SP:Iteration 14Q (117561.420000 sec): 3 clusters
  Score: Raw -131894.966633 + Penalty 2277.470200 = -129617.496434
  nChanged 10
		SP:Iteration 15Q (117561.590000 sec): 3 clusters
  Score: Raw -131912.386176 + Penalty 2277.470200 = -129634.915976
  nChanged 13
		SP:Iteration 16Q (117561.770000 sec): 3 clusters
  Score: Raw -131930.054727 + Penalty 2277.470200 = -129652.584527
  nChanged 15
		SP:Iteration 17Q (117561.940000 sec): 3 clusters
  Score: Raw -131942.340100 + Penalty 2277.470200 = -129664.869901
  nChanged 7
		SP:Iteration 18Q (117562.120000 sec): 3 clusters
  Score: Raw -131949.097619 + Penalty 2277.470200 = -129671.627420
  nChanged 6
		SP:Iteration 19Q (117562.300000 sec): 3 clusters
  Score: Raw -131953.222334 + Penalty 2277.470200 = -129675.752135
  nChanged 4
		SP:Iteration 20F (117562.470000 sec): 3 clusters
  Score: Raw -131960.133625 + Penalty 2277.470200 = -129682.663426
  nChanged 2
		SP:Iteration 21Q (117562.650000 sec): 3 clusters
  Score: Raw -131961.438007 + Penalty 2277.470200 = -129683.967807
  nChanged 2
		SP:Iteration 22Q (117562.820000 sec): 3 clusters
  Score: Raw -131962.892281 + Penalty 2277.470200 = -129685.422082
  nChanged 1
		SP:Iteration 23Q (117563.000000 sec): 3 clusters
  Score: Raw -131963.366534 + Penalty 2277.470200 = -129685.896335
  nChanged 1
		SP:Iteration 24Q (117563.180000 sec): 3 clusters
  Score: Raw -131963.926996 + Penalty 2277.470200 = -129686.456796
  nChanged 0
		SP:Iteration 25F (117563.350000 sec): 3 clusters
  Score: Raw -131963.926996 + Penalty 2277.470200 = -129686.456796
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 20 (31245 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (117563.620000 sec): 2 clusters
  Score: Raw -3689337.053351 + Penalty 1681.812379 = -3687655.240971
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (117564.050000 sec): 3 clusters
  Score: Raw -3670146.985211 + Penalty 3363.624759 = -3666783.360452
  nChanged 14312
		SP:Iteration 1F (117564.440000 sec): 3 clusters
  Score: Raw -3677981.036416 + Penalty 3363.624759 = -3674617.411657
  nChanged 1319
		SP:Iteration 2Q (117564.870000 sec): 3 clusters
  Score: Raw -3678413.144855 + Penalty 3363.624759 = -3675049.520096
  nChanged 1328
		SP:Iteration 3Q (117565.300000 sec): 3 clusters
  Score: Raw -3678904.507782 + Penalty 3363.624759 = -3675540.883023
  nChanged 1462
		SP:Iteration 4Q (117565.740000 sec): 3 clusters
  Score: Raw -3679574.283980 + Penalty 3363.624759 = -3676210.659221
  nChanged 1782
		SP:Iteration 5F (117566.180000 sec): 3 clusters
  Score: Raw -3680598.545721 + Penalty 3363.624759 = -3677234.920962
  nChanged 2110
		SP:Iteration 6F (117566.610000 sec): 3 clusters
  Score: Raw -3682088.713760 + Penalty 3363.624759 = -3678725.089001
  nChanged 2345
		SP:Iteration 7F (117567.000000 sec): 3 clusters
  Score: Raw -3684048.236564 + Penalty 3363.624759 = -3680684.611805
  nChanged 2315
		SP:Iteration 8F (117567.440000 sec): 3 clusters
  Score: Raw -3686196.735335 + Penalty 3363.624759 = -3682833.110576
  nChanged 1691
		SP:Iteration 9F (117567.880000 sec): 3 clusters
  Score: Raw -3687815.810903 + Penalty 3363.624759 = -3684452.186144
  nChanged 1032
		SP:Iteration 10Q (117568.310000 sec): 3 clusters
  Score: Raw -3688769.315778 + Penalty 3363.624759 = -3685405.691019
  nChanged 467
		SP:Iteration 11Q (117568.750000 sec): 3 clusters
  Score: Raw -3689187.384343 + Penalty 3363.624759 = -3685823.759584
  nChanged 200
		SP:Iteration 12Q (117569.170000 sec): 3 clusters
  Score: Raw -3689388.081058 + Penalty 3363.624759 = -3686024.456299
  nChanged 82
		SP:Iteration 13Q (117569.570000 sec): 3 clusters
  Score: Raw -3689487.784025 + Penalty 3363.624759 = -3686124.159267
  nChanged 44
		SP:Iteration 14Q (117569.860000 sec): 3 clusters
  Score: Raw -3689531.679832 + Penalty 3363.624759 = -3686168.055074
  nChanged 18
		SP:Iteration 15Q (117570.200000 sec): 3 clusters
  Score: Raw -3689549.004968 + Penalty 3363.624759 = -3686185.380209
  nChanged 8
		SP:Iteration 16Q (117570.580000 sec): 3 clusters
  Score: Raw -3689558.888974 + Penalty 3363.624759 = -3686195.264215
  nChanged 3
		SP:Iteration 17Q (117570.880000 sec): 3 clusters
  Score: Raw -3689562.828487 + Penalty 3363.624759 = -3686199.203728
  nChanged 4
		SP:Iteration 18Q (117571.160000 sec): 3 clusters
  Score: Raw -3689570.518449 + Penalty 3363.624759 = -3686206.893691
  nChanged 9
		SP:Iteration 19Q (117571.560000 sec): 3 clusters
  Score: Raw -3689578.617491 + Penalty 3363.624759 = -3686214.992733
  nChanged 5
		SP:Iteration 20F (117571.940000 sec): 3 clusters
  Score: Raw -3689583.808759 + Penalty 3363.624759 = -3686220.184000
  nChanged 4
		SP:Iteration 21Q (117572.340000 sec): 3 clusters
  Score: Raw -3689587.554066 + Penalty 3363.624759 = -3686223.929307
  nChanged 1
		SP:Iteration 22Q (117572.740000 sec): 3 clusters
  Score: Raw -3689588.067517 + Penalty 3363.624759 = -3686224.442758
  nChanged 1
		SP:Iteration 23Q (117573.060000 sec): 3 clusters
  Score: Raw -3689589.667340 + Penalty 3363.624759 = -3686226.042581
  nChanged 0
		SP:Iteration 24F (117573.390000 sec): 3 clusters
  Score: Raw -3689589.667340 + Penalty 3363.624759 = -3686226.042581
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 21 (11680 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (117573.530000 sec): 2 clusters
  Score: Raw -1424521.584627 + Penalty 1521.915404 = -1422999.669223
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (117573.690000 sec): 3 clusters
  Score: Raw -1417910.385463 + Penalty 3043.830808 = -1414866.554655
  nChanged 5091
		SP:Iteration 1F (117573.910000 sec): 3 clusters
  Score: Raw -1420672.227269 + Penalty 3043.830808 = -1417628.396461
  nChanged 651
		SP:Iteration 2F (117574.070000 sec): 3 clusters
  Score: Raw -1420924.024956 + Penalty 3043.830808 = -1417880.194148
  nChanged 532
		SP:Iteration 3Q (117574.300000 sec): 3 clusters
  Score: Raw -1421131.100660 + Penalty 3043.830808 = -1418087.269852
  nChanged 460
		SP:Iteration 4Q (117574.510000 sec): 3 clusters
  Score: Raw -1421320.440772 + Penalty 3043.830808 = -1418276.609963
  nChanged 434
		SP:Iteration 5Q (117574.810000 sec): 3 clusters
  Score: Raw -1421503.990816 + Penalty 3043.830808 = -1418460.160007
  nChanged 446
		SP:Iteration 6Q (117574.980000 sec): 3 clusters
  Score: Raw -1421681.108425 + Penalty 3043.830808 = -1418637.277617
  nChanged 396
		SP:Iteration 7Q (117575.200000 sec): 3 clusters
  Score: Raw -1421834.218822 + Penalty 3043.830808 = -1418790.388013
  nChanged 361
		SP:Iteration 8Q (117575.400000 sec): 3 clusters
  Score: Raw -1421979.940978 + Penalty 3043.830808 = -1418936.110170
  nChanged 392
		SP:Iteration 9Q (117575.600000 sec): 3 clusters
  Score: Raw -1422138.513174 + Penalty 3043.830808 = -1419094.682365
  nChanged 382
		SP:Iteration 10Q (117575.810000 sec): 3 clusters
  Score: Raw -1422305.248692 + Penalty 3043.830808 = -1419261.417884
  nChanged 382
		SP:Iteration 11Q (117576.020000 sec): 3 clusters
  Score: Raw -1422471.285507 + Penalty 3043.830808 = -1419427.454698
  nChanged 369
		SP:Iteration 12Q (117576.230000 sec): 3 clusters
  Score: Raw -1422627.177252 + Penalty 3043.830808 = -1419583.346444
  nChanged 342
		SP:Iteration 13Q (117576.480000 sec): 3 clusters
  Score: Raw -1422787.924516 + Penalty 3043.830808 = -1419744.093708
  nChanged 370
		SP:Iteration 14Q (117576.700000 sec): 3 clusters
  Score: Raw -1422977.835969 + Penalty 3043.830808 = -1419934.005161
  nChanged 371
		SP:Iteration 15Q (117576.870000 sec): 3 clusters
  Score: Raw -1423174.187204 + Penalty 3043.830808 = -1420130.356396
  nChanged 370
		SP:Iteration 16Q (117577.100000 sec): 3 clusters
  Score: Raw -1423372.811124 + Penalty 3043.830808 = -1420328.980316
  nChanged 363
		SP:Iteration 17Q (117577.250000 sec): 3 clusters
  Score: Raw -1423594.441839 + Penalty 3043.830808 = -1420550.611031
  nChanged 371
		SP:Iteration 18Q (117577.410000 sec): 3 clusters
  Score: Raw -1423835.232817 + Penalty 3043.830808 = -1420791.402008
  nChanged 312
		SP:Iteration 19Q (117577.670000 sec): 3 clusters
  Score: Raw -1424041.884302 + Penalty 3043.830808 = -1420998.053494
  nChanged 284
		SP:Iteration 20F (117577.870000 sec): 3 clusters
  Score: Raw -1424221.970533 + Penalty 3043.830808 = -1421178.139725
  nChanged 241
		SP:Iteration 21Q (117578.040000 sec): 3 clusters
  Score: Raw -1424374.314089 + Penalty 3043.830808 = -1421330.483281
  nChanged 184
		SP:Iteration 22Q (117578.300000 sec): 3 clusters
  Score: Raw -1424489.376552 + Penalty 3043.830808 = -1421445.545743
  nChanged 154
		SP:Iteration 23Q (117578.550000 sec): 3 clusters
  Score: Raw -1424591.894636 + Penalty 3043.830808 = -1421548.063828
  nChanged 116
		SP:Iteration 24Q (117578.800000 sec): 3 clusters
  Score: Raw -1424671.248182 + Penalty 3043.830808 = -1421627.417374
  nChanged 81
		SP:Iteration 25Q (117579.100000 sec): 3 clusters
  Score: Raw -1424732.767862 + Penalty 3043.830808 = -1421688.937054
  nChanged 65
		SP:Iteration 26Q (117579.320000 sec): 3 clusters
  Score: Raw -1424790.847614 + Penalty 3043.830808 = -1421747.016805
  nChanged 51
		SP:Iteration 27Q (117579.620000 sec): 3 clusters
  Score: Raw -1424838.218300 + Penalty 3043.830808 = -1421794.387491
  nChanged 38
		SP:Iteration 28Q (117579.840000 sec): 3 clusters
  Score: Raw -1424874.813278 + Penalty 3043.830808 = -1421830.982470
  nChanged 36
		SP:Iteration 29Q (117580.050000 sec): 3 clusters
  Score: Raw -1424907.066277 + Penalty 3043.830808 = -1421863.235468
  nChanged 24
		SP:Iteration 30Q (117580.310000 sec): 3 clusters
  Score: Raw -1424926.593617 + Penalty 3043.830808 = -1421882.762809
  nChanged 17
		SP:Iteration 31Q (117580.530000 sec): 3 clusters
  Score: Raw -1424940.007465 + Penalty 3043.830808 = -1421896.176657
  nChanged 15
		SP:Iteration 32Q (117580.710000 sec): 3 clusters
  Score: Raw -1424952.806006 + Penalty 3043.830808 = -1421908.975198
  nChanged 14
		SP:Iteration 33Q (117580.930000 sec): 3 clusters
  Score: Raw -1424963.283921 + Penalty 3043.830808 = -1421919.453113
  nChanged 5
		SP:Iteration 34Q (117581.140000 sec): 3 clusters
  Score: Raw -1424966.681743 + Penalty 3043.830808 = -1421922.850934
  nChanged 2
		SP:Iteration 35Q (117581.400000 sec): 3 clusters
  Score: Raw -1424967.659820 + Penalty 3043.830808 = -1421923.829011
  nChanged 2
		SP:Iteration 36Q (117581.570000 sec): 3 clusters
  Score: Raw -1424969.548171 + Penalty 3043.830808 = -1421925.717363
  nChanged 3
		SP:Iteration 37Q (117581.800000 sec): 3 clusters
  Score: Raw -1424973.074685 + Penalty 3043.830808 = -1421929.243877
  nChanged 2
		SP:Iteration 38Q (117582.050000 sec): 3 clusters
  Score: Raw -1424974.179128 + Penalty 3043.830808 = -1421930.348320
  nChanged 2
		SP:Iteration 39Q (117582.310000 sec): 3 clusters
  Score: Raw -1424976.184477 + Penalty 3043.830808 = -1421932.353668
  nChanged 2
		SP:Iteration 40F (117582.520000 sec): 3 clusters
  Score: Raw -1424978.997473 + Penalty 3043.830808 = -1421935.166665
  nChanged 5
		SP:Iteration 41Q (117582.780000 sec): 3 clusters
  Score: Raw -1424981.534831 + Penalty 3043.830808 = -1421937.704023
  nChanged 2
		SP:Iteration 42Q (117582.910000 sec): 3 clusters
  Score: Raw -1424983.820674 + Penalty 3043.830808 = -1421939.989866
  nChanged 3
		SP:Iteration 43Q (117583.090000 sec): 3 clusters
  Score: Raw -1424986.140818 + Penalty 3043.830808 = -1421942.310010
  nChanged 3
		SP:Iteration 44Q (117583.310000 sec): 3 clusters
  Score: Raw -1424987.990429 + Penalty 3043.830808 = -1421944.159621
  nChanged 0
		SP:Iteration 45F (117583.520000 sec): 3 clusters
  Score: Raw -1424987.990429 + Penalty 3043.830808 = -1421944.159621
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 22 (231 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (117583.570000 sec): 2 clusters
  Score: Raw -12184.773507 + Penalty 884.392878 = -11300.380629
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (117583.590000 sec): 3 clusters
  Score: Raw -12330.812840 + Penalty 1768.785756 = -10562.027084
  nChanged 38
		SP:Iteration 1F (117583.590000 sec): 3 clusters
  Score: Raw -12492.394882 + Penalty 1768.785756 = -10723.609127
  nChanged 8
		SP:Iteration 2Q (117583.600000 sec): 3 clusters
  Score: Raw -12516.200331 + Penalty 1768.785756 = -10747.414575
  nChanged 2
		SP:Iteration 3Q (117583.610000 sec): 3 clusters
  Score: Raw -12521.133773 + Penalty 1768.785756 = -10752.348017
  nChanged 1
		SP:Iteration 4Q (117583.620000 sec): 3 clusters
  Score: Raw -12525.844513 + Penalty 1768.785756 = -10757.058757
  nChanged 0
		SP:Iteration 5F (117583.630000 sec): 3 clusters
  Score: Raw -12525.844513 + Penalty 1768.785756 = -10757.058757
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 23 (502 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (117583.670000 sec): 2 clusters
  Score: Raw -54728.763224 + Penalty 1010.522519 = -53718.240704
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (117583.690000 sec): 3 clusters
  Score: Raw -54671.313237 + Penalty 2021.045039 = -52650.268199
  nChanged 121
		SP:Iteration 1F (117583.700000 sec): 3 clusters
  Score: Raw -54874.268022 + Penalty 2021.045039 = -52853.222983
  nChanged 40
		SP:Iteration 2F (117583.710000 sec): 3 clusters
  Score: Raw -54952.958399 + Penalty 2021.045039 = -52931.913360
  nChanged 24
		SP:Iteration 3Q (117583.730000 sec): 3 clusters
  Score: Raw -54993.278447 + Penalty 2021.045039 = -52972.233408
  nChanged 14
		SP:Iteration 4Q (117583.750000 sec): 3 clusters
  Score: Raw -55023.438933 + Penalty 2021.045039 = -53002.393894
  nChanged 9
		SP:Iteration 5Q (117583.760000 sec): 3 clusters
  Score: Raw -55039.956546 + Penalty 2021.045039 = -53018.911507
  nChanged 4
		SP:Iteration 6Q (117583.780000 sec): 3 clusters
  Score: Raw -55048.307306 + Penalty 2021.045039 = -53027.262267
  nChanged 4
		SP:Iteration 7Q (117583.790000 sec): 3 clusters
  Score: Raw -55056.191980 + Penalty 2021.045039 = -53035.146941
  nChanged 3
		SP:Iteration 8Q (117583.810000 sec): 3 clusters
  Score: Raw -55061.334405 + Penalty 2021.045039 = -53040.289366
  nChanged 1
		SP:Iteration 9Q (117583.830000 sec): 3 clusters
  Score: Raw -55062.063765 + Penalty 2021.045039 = -53041.018726
  nChanged 0
		SP:Iteration 10F (117583.840000 sec): 3 clusters
  Score: Raw -55062.063765 + Penalty 2021.045039 = -53041.018726
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 24 (550 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (117583.890000 sec): 2 clusters
  Score: Raw -64071.566500 + Penalty 1025.361720 = -63046.204780
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (117583.900000 sec): 3 clusters
  Score: Raw -63994.250634 + Penalty 2050.723440 = -61943.527193
  nChanged 138
		SP:Iteration 1F (117583.920000 sec): 3 clusters
  Score: Raw -64166.556602 + Penalty 2050.723440 = -62115.833161
  nChanged 46
		SP:Iteration 2F (117583.930000 sec): 3 clusters
  Score: Raw -64237.555300 + Penalty 2050.723440 = -62186.831860
  nChanged 20
		SP:Iteration 3Q (117583.950000 sec): 3 clusters
  Score: Raw -64286.137879 + Penalty 2050.723440 = -62235.414439
  nChanged 18
		SP:Iteration 4Q (117583.960000 sec): 3 clusters
  Score: Raw -64325.070290 + Penalty 2050.723440 = -62274.346850
  nChanged 13
		SP:Iteration 5Q (117583.980000 sec): 3 clusters
  Score: Raw -64347.406228 + Penalty 2050.723440 = -62296.682787
  nChanged 13
		SP:Iteration 6Q (117583.990000 sec): 3 clusters
  Score: Raw -64373.088025 + Penalty 2050.723440 = -62322.364585
  nChanged 10
		SP:Iteration 7Q (117584.010000 sec): 3 clusters
  Score: Raw -64396.664587 + Penalty 2050.723440 = -62345.941146
  nChanged 12
		SP:Iteration 8Q (117584.030000 sec): 3 clusters
  Score: Raw -64422.108572 + Penalty 2050.723440 = -62371.385131
  nChanged 15
		SP:Iteration 9Q (117584.040000 sec): 3 clusters
  Score: Raw -64449.919757 + Penalty 2050.723440 = -62399.196316
  nChanged 13
		SP:Iteration 10Q (117584.060000 sec): 3 clusters
  Score: Raw -64479.220155 + Penalty 2050.723440 = -62428.496715
  nChanged 13
		SP:Iteration 11Q (117584.070000 sec): 3 clusters
  Score: Raw -64499.343523 + Penalty 2050.723440 = -62448.620082
  nChanged 11
		SP:Iteration 12Q (117584.090000 sec): 3 clusters
  Score: Raw -64537.838832 + Penalty 2050.723440 = -62487.115392
  nChanged 17
		SP:Iteration 13Q (117584.100000 sec): 3 clusters
  Score: Raw -64584.003855 + Penalty 2050.723440 = -62533.280415
  nChanged 13
		SP:Iteration 14Q (117584.120000 sec): 3 clusters
  Score: Raw -64599.779613 + Penalty 2050.723440 = -62549.056173
  nChanged 3
		SP:Iteration 15Q (117584.130000 sec): 3 clusters
  Score: Raw -64603.343275 + Penalty 2050.723440 = -62552.619835
  nChanged 1
		SP:Iteration 16Q (117584.150000 sec): 3 clusters
  Score: Raw -64605.096609 + Penalty 2050.723440 = -62554.373169
  nChanged 1
		SP:Iteration 17Q (117584.170000 sec): 3 clusters
  Score: Raw -64605.780647 + Penalty 2050.723440 = -62555.057207
  nChanged 1
		SP:Iteration 18Q (117584.180000 sec): 3 clusters
  Score: Raw -64608.530231 + Penalty 2050.723440 = -62557.806791
  nChanged 1
		SP:Iteration 19Q (117584.200000 sec): 3 clusters
  Score: Raw -64610.433857 + Penalty 2050.723440 = -62559.710416
  nChanged 1
		SP:Iteration 20F (117584.210000 sec): 3 clusters
  Score: Raw -64611.323440 + Penalty 2050.723440 = -62560.600000
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 25 (4331 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (117584.290000 sec): 2 clusters
  Score: Raw -533687.439411 + Penalty 1360.702483 = -532326.736928
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (117584.380000 sec): 3 clusters
  Score: Raw -531532.842990 + Penalty 2721.404966 = -528811.438025
  nChanged 1695
		SP:Iteration 1F (117584.460000 sec): 3 clusters
  Score: Raw -532442.995136 + Penalty 2721.404966 = -529721.590170
  nChanged 300
		SP:Iteration 2F (117584.550000 sec): 3 clusters
  Score: Raw -532589.714900 + Penalty 2721.404966 = -529868.309934
  nChanged 211
		SP:Iteration 3Q (117584.630000 sec): 3 clusters
  Score: Raw -532684.479922 + Penalty 2721.404966 = -529963.074956
  nChanged 161
		SP:Iteration 4Q (117584.710000 sec): 3 clusters
  Score: Raw -532762.399912 + Penalty 2721.404966 = -530040.994946
  nChanged 131
		SP:Iteration 5Q (117584.790000 sec): 3 clusters
  Score: Raw -532821.103830 + Penalty 2721.404966 = -530099.698864
  nChanged 98
		SP:Iteration 6Q (117584.870000 sec): 3 clusters
  Score: Raw -532866.127992 + Penalty 2721.404966 = -530144.723026
  nChanged 81
		SP:Iteration 7Q (117584.960000 sec): 3 clusters
  Score: Raw -532894.961436 + Penalty 2721.404966 = -530173.556470
  nChanged 75
		SP:Iteration 8Q (117585.040000 sec): 3 clusters
  Score: Raw -532923.978776 + Penalty 2721.404966 = -530202.573811
  nChanged 69
		SP:Iteration 9Q (117585.120000 sec): 3 clusters
  Score: Raw -532951.667218 + Penalty 2721.404966 = -530230.262252
  nChanged 66
		SP:Iteration 10Q (117585.200000 sec): 3 clusters
  Score: Raw -532984.749772 + Penalty 2721.404966 = -530263.344806
  nChanged 77
		SP:Iteration 11Q (117585.290000 sec): 3 clusters
  Score: Raw -533020.738518 + Penalty 2721.404966 = -530299.333552
  nChanged 82
		SP:Iteration 12Q (117585.370000 sec): 3 clusters
  Score: Raw -533053.859332 + Penalty 2721.404966 = -530332.454366
  nChanged 68
		SP:Iteration 13Q (117585.450000 sec): 3 clusters
  Score: Raw -533082.269098 + Penalty 2721.404966 = -530360.864132
  nChanged 69
		SP:Iteration 14Q (117585.530000 sec): 3 clusters
  Score: Raw -533112.461867 + Penalty 2721.404966 = -530391.056901
  nChanged 70
		SP:Iteration 15Q (117585.610000 sec): 3 clusters
  Score: Raw -533139.241763 + Penalty 2721.404966 = -530417.836797
  nChanged 58
		SP:Iteration 16Q (117585.800000 sec): 3 clusters
  Score: Raw -533166.653333 + Penalty 2721.404966 = -530445.248367
  nChanged 77
		SP:Iteration 17Q (117585.980000 sec): 3 clusters
  Score: Raw -533206.444008 + Penalty 2721.404966 = -530485.039042
  nChanged 87
		SP:Iteration 18Q (117586.150000 sec): 3 clusters
  Score: Raw -533261.695815 + Penalty 2721.404966 = -530540.290849
  nChanged 95
		SP:Iteration 19Q (117586.330000 sec): 3 clusters
  Score: Raw -533321.137245 + Penalty 2721.404966 = -530599.732279
  nChanged 103
		SP:Iteration 20F (117586.500000 sec): 3 clusters
  Score: Raw -533386.416090 + Penalty 2721.404966 = -530665.011124
  nChanged 93
		SP:Iteration 21Q (117586.610000 sec): 3 clusters
  Score: Raw -533448.326168 + Penalty 2721.404966 = -530726.921202
  nChanged 78
		SP:Iteration 22Q (117586.690000 sec): 3 clusters
  Score: Raw -533508.350561 + Penalty 2721.404966 = -530786.945596
  nChanged 76
		SP:Iteration 23Q (117586.770000 sec): 3 clusters
  Score: Raw -533561.948528 + Penalty 2721.404966 = -530840.543562
  nChanged 66
		SP:Iteration 24Q (117586.850000 sec): 3 clusters
  Score: Raw -533622.103975 + Penalty 2721.404966 = -530900.699009
  nChanged 60
		SP:Iteration 25Q (117586.940000 sec): 3 clusters
  Score: Raw -533672.342840 + Penalty 2721.404966 = -530950.937874
  nChanged 44
		SP:Iteration 26Q (117587.020000 sec): 3 clusters
  Score: Raw -533706.746484 + Penalty 2721.404966 = -530985.341518
  nChanged 46
		SP:Iteration 27Q (117587.100000 sec): 3 clusters
  Score: Raw -533747.103362 + Penalty 2721.404966 = -531025.698396
  nChanged 33
		SP:Iteration 28Q (117587.180000 sec): 3 clusters
  Score: Raw -533779.187693 + Penalty 2721.404966 = -531057.782727
  nChanged 33
		SP:Iteration 29Q (117587.260000 sec): 3 clusters
  Score: Raw -533811.700894 + Penalty 2721.404966 = -531090.295928
  nChanged 32
		SP:Iteration 30Q (117587.330000 sec): 3 clusters
  Score: Raw -533837.709589 + Penalty 2721.404966 = -531116.304623
  nChanged 32
		SP:Iteration 31Q (117587.410000 sec): 3 clusters
  Score: Raw -533861.423217 + Penalty 2721.404966 = -531140.018251
  nChanged 21
		SP:Iteration 32Q (117587.480000 sec): 3 clusters
  Score: Raw -533876.245423 + Penalty 2721.404966 = -531154.840457
  nChanged 15
		SP:Iteration 33Q (117587.560000 sec): 3 clusters
  Score: Raw -533886.421575 + Penalty 2721.404966 = -531165.016609
  nChanged 15
		SP:Iteration 34Q (117587.630000 sec): 3 clusters
  Score: Raw -533896.977759 + Penalty 2721.404966 = -531175.572793
  nChanged 10
		SP:Iteration 35Q (117587.710000 sec): 3 clusters
  Score: Raw -533901.631915 + Penalty 2721.404966 = -531180.226949
  nChanged 7
		SP:Iteration 36Q (117587.790000 sec): 3 clusters
  Score: Raw -533904.791477 + Penalty 2721.404966 = -531183.386511
  nChanged 4
		SP:Iteration 37Q (117587.940000 sec): 3 clusters
  Score: Raw -533907.703064 + Penalty 2721.404966 = -531186.298098
  nChanged 2
		SP:Iteration 38Q (117588.010000 sec): 3 clusters
  Score: Raw -533908.702134 + Penalty 2721.404966 = -531187.297168
  nChanged 3
		SP:Iteration 39Q (117588.090000 sec): 3 clusters
  Score: Raw -533910.372246 + Penalty 2721.404966 = -531188.967280
  nChanged 3
		SP:Iteration 40F (117588.170000 sec): 3 clusters
  Score: Raw -533911.770309 + Penalty 2721.404966 = -531190.365343
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 26 (4313 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (117588.250000 sec): 2 clusters
  Score: Raw -487369.130289 + Penalty 1360.025712 = -486009.104577
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (117588.330000 sec): 3 clusters
  Score: Raw -485241.052081 + Penalty 2720.051424 = -482521.000657
  nChanged 1693
		SP:Iteration 1F (117588.420000 sec): 3 clusters
  Score: Raw -486220.503904 + Penalty 2720.051424 = -483500.452481
  nChanged 332
		SP:Iteration 2F (117588.500000 sec): 3 clusters
  Score: Raw -486464.862802 + Penalty 2720.051424 = -483744.811378
  nChanged 288
		SP:Iteration 3F (117588.580000 sec): 3 clusters
  Score: Raw -486677.929782 + Penalty 2720.051424 = -483957.878358
  nChanged 229
		SP:Iteration 4F (117588.660000 sec): 3 clusters
  Score: Raw -486861.824486 + Penalty 2720.051424 = -484141.773062
  nChanged 216
		SP:Iteration 5F (117588.750000 sec): 3 clusters
  Score: Raw -487020.924110 + Penalty 2720.051424 = -484300.872687
  nChanged 188
		SP:Iteration 6Q (117588.830000 sec): 3 clusters
  Score: Raw -487159.979764 + Penalty 2720.051424 = -484439.928340
  nChanged 163
		SP:Iteration 7Q (117588.910000 sec): 3 clusters
  Score: Raw -487287.326706 + Penalty 2720.051424 = -484567.275282
  nChanged 171
		SP:Iteration 8Q (117588.990000 sec): 3 clusters
  Score: Raw -487441.895581 + Penalty 2720.051424 = -484721.844157
  nChanged 141
		SP:Iteration 9Q (117589.070000 sec): 3 clusters
  Score: Raw -487552.078556 + Penalty 2720.051424 = -484832.027132
  nChanged 125
		SP:Iteration 10Q (117589.150000 sec): 3 clusters
  Score: Raw -487641.775751 + Penalty 2720.051424 = -484921.724327
  nChanged 110
		SP:Iteration 11Q (117589.230000 sec): 3 clusters
  Score: Raw -487721.610954 + Penalty 2720.051424 = -485001.559531
  nChanged 97
		SP:Iteration 12Q (117589.320000 sec): 3 clusters
  Score: Raw -487778.451170 + Penalty 2720.051424 = -485058.399746
  nChanged 82
		SP:Iteration 13Q (117589.400000 sec): 3 clusters
  Score: Raw -487831.236712 + Penalty 2720.051424 = -485111.185288
  nChanged 83
		SP:Iteration 14Q (117589.490000 sec): 3 clusters
  Score: Raw -487885.161678 + Penalty 2720.051424 = -485165.110254
  nChanged 71
		SP:Iteration 15Q (117589.570000 sec): 3 clusters
  Score: Raw -487918.765213 + Penalty 2720.051424 = -485198.713789
  nChanged 61
		SP:Iteration 16Q (117589.650000 sec): 3 clusters
  Score: Raw -487952.918818 + Penalty 2720.051424 = -485232.867395
  nChanged 62
		SP:Iteration 17Q (117589.740000 sec): 3 clusters
  Score: Raw -487987.258966 + Penalty 2720.051424 = -485267.207542
  nChanged 70
		SP:Iteration 18Q (117589.810000 sec): 3 clusters
  Score: Raw -488029.857759 + Penalty 2720.051424 = -485309.806335
  nChanged 74
		SP:Iteration 19Q (117589.900000 sec): 3 clusters
  Score: Raw -488075.595012 + Penalty 2720.051424 = -485355.543588
  nChanged 69
		SP:Iteration 20F (117590.020000 sec): 3 clusters
  Score: Raw -488123.249268 + Penalty 2720.051424 = -485403.197844
  nChanged 58
		SP:Iteration 21Q (117590.100000 sec): 3 clusters
  Score: Raw -488160.245044 + Penalty 2720.051424 = -485440.193620
  nChanged 58
		SP:Iteration 22Q (117590.180000 sec): 3 clusters
  Score: Raw -488200.891778 + Penalty 2720.051424 = -485480.840354
  nChanged 54
		SP:Iteration 23Q (117590.260000 sec): 3 clusters
  Score: Raw -488236.563986 + Penalty 2720.051424 = -485516.512562
  nChanged 59
		SP:Iteration 24Q (117590.350000 sec): 3 clusters
  Score: Raw -488270.774495 + Penalty 2720.051424 = -485550.723071
  nChanged 58
		SP:Iteration 25Q (117590.430000 sec): 3 clusters
  Score: Raw -488305.270677 + Penalty 2720.051424 = -485585.219253
  nChanged 51
		SP:Iteration 26Q (117590.510000 sec): 3 clusters
  Score: Raw -488344.786594 + Penalty 2720.051424 = -485624.735170
  nChanged 55
		SP:Iteration 27Q (117590.590000 sec): 3 clusters
  Score: Raw -488377.261429 + Penalty 2720.051424 = -485657.210005
  nChanged 50
		SP:Iteration 28Q (117590.740000 sec): 3 clusters
  Score: Raw -488406.128122 + Penalty 2720.051424 = -485686.076698
  nChanged 45
		SP:Iteration 29Q (117590.820000 sec): 3 clusters
  Score: Raw -488430.519627 + Penalty 2720.051424 = -485710.468203
  nChanged 32
		SP:Iteration 30Q (117590.900000 sec): 3 clusters
  Score: Raw -488444.795319 + Penalty 2720.051424 = -485724.743896
  nChanged 25
		SP:Iteration 31Q (117590.980000 sec): 3 clusters
  Score: Raw -488455.948684 + Penalty 2720.051424 = -485735.897260
  nChanged 14
		SP:Iteration 32Q (117591.060000 sec): 3 clusters
  Score: Raw -488460.551826 + Penalty 2720.051424 = -485740.500402
  nChanged 12
		SP:Iteration 33Q (117591.150000 sec): 3 clusters
  Score: Raw -488463.617098 + Penalty 2720.051424 = -485743.565674
  nChanged 6
		SP:Iteration 34Q (117591.230000 sec): 3 clusters
  Score: Raw -488465.060243 + Penalty 2720.051424 = -485745.008819
  nChanged 4
		SP:Iteration 35Q (117591.310000 sec): 3 clusters
  Score: Raw -488466.253383 + Penalty 2720.051424 = -485746.201959
  nChanged 5
		SP:Iteration 36Q (117591.390000 sec): 3 clusters
  Score: Raw -488467.172661 + Penalty 2720.051424 = -485747.121237
  nChanged 5
		SP:Iteration 37Q (117591.470000 sec): 3 clusters
  Score: Raw -488468.846645 + Penalty 2720.051424 = -485748.795221
  nChanged 7
		SP:Iteration 38Q (117591.560000 sec): 3 clusters
  Score: Raw -488471.319454 + Penalty 2720.051424 = -485751.268030
  nChanged 6
		SP:Iteration 39Q (117591.640000 sec): 3 clusters
  Score: Raw -488473.909010 + Penalty 2720.051424 = -485753.857586
  nChanged 9
		SP:Iteration 40F (117591.720000 sec): 3 clusters
  Score: Raw -488476.377143 + Penalty 2720.051424 = -485756.325719
  nChanged 13
		SP:Iteration 41Q (117591.800000 sec): 3 clusters
  Score: Raw -488480.311887 + Penalty 2720.051424 = -485760.260463
  nChanged 13
		SP:Iteration 42Q (117591.880000 sec): 3 clusters
  Score: Raw -488485.540178 + Penalty 2720.051424 = -485765.488754
  nChanged 11
		SP:Iteration 43Q (117591.960000 sec): 3 clusters
  Score: Raw -488489.880824 + Penalty 2720.051424 = -485769.829400
  nChanged 14
		SP:Iteration 44Q (117592.040000 sec): 3 clusters
  Score: Raw -488495.367200 + Penalty 2720.051424 = -485775.315776
  nChanged 12
		SP:Iteration 45Q (117592.120000 sec): 3 clusters
  Score: Raw -488500.198902 + Penalty 2720.051424 = -485780.147478
  nChanged 10
		SP:Iteration 46Q (117592.200000 sec): 3 clusters
  Score: Raw -488502.818186 + Penalty 2720.051424 = -485782.766762
  nChanged 6
		SP:Iteration 47Q (117592.280000 sec): 3 clusters
  Score: Raw -488505.247776 + Penalty 2720.051424 = -485785.196352
  nChanged 11
		SP:Iteration 48Q (117592.370000 sec): 3 clusters
  Score: Raw -488508.406265 + Penalty 2720.051424 = -485788.354841
  nChanged 7
		SP:Iteration 49Q (117592.450000 sec): 3 clusters
  Score: Raw -488510.454833 + Penalty 2720.051424 = -485790.403409
  nChanged 4
		SP:Iteration 50Q (117592.530000 sec): 3 clusters
  Score: Raw -488510.990327 + Penalty 2720.051424 = -485790.938903
  nChanged 3
		SP:Iteration 51Q (117592.620000 sec): 3 clusters
  Score: Raw -488511.390682 + Penalty 2720.051424 = -485791.339258
  nChanged 2
		SP:Iteration 52Q (117592.700000 sec): 3 clusters
  Score: Raw -488511.951227 + Penalty 2720.051424 = -485791.899803
  nChanged 2
		SP:Iteration 53Q (117592.780000 sec): 3 clusters
  Score: Raw -488512.301615 + Penalty 2720.051424 = -485792.250191
  nChanged 3
		SP:Iteration 54Q (117592.860000 sec): 3 clusters
  Score: Raw -488512.981233 + Penalty 2720.051424 = -485792.929809
  nChanged 1
		SP:Iteration 55Q (117593.050000 sec): 3 clusters
  Score: Raw -488513.067612 + Penalty 2720.051424 = -485793.016188
  nChanged 3
		SP:Iteration 56Q (117593.220000 sec): 3 clusters
  Score: Raw -488513.673354 + Penalty 2720.051424 = -485793.621931
  nChanged 4
		SP:Iteration 57Q (117593.400000 sec): 3 clusters
  Score: Raw -488514.815440 + Penalty 2720.051424 = -485794.764016
  nChanged 2
		SP:Iteration 58Q (117593.570000 sec): 3 clusters
  Score: Raw -488515.202788 + Penalty 2720.051424 = -485795.151365
  nChanged 1
		SP:Iteration 59Q (117593.720000 sec): 3 clusters
  Score: Raw -488515.528707 + Penalty 2720.051424 = -485795.477283
  nChanged 1
		SP:Iteration 60F (117593.800000 sec): 3 clusters
  Score: Raw -488515.632138 + Penalty 2720.051424 = -485795.580714
  nChanged 1
		SP:Iteration 61Q (117593.880000 sec): 3 clusters
  Score: Raw -488516.144160 + Penalty 2720.051424 = -485796.092736
  nChanged 2
		SP:Iteration 62Q (117593.960000 sec): 3 clusters
  Score: Raw -488516.545797 + Penalty 2720.051424 = -485796.494373
  nChanged 1
		SP:Iteration 63Q (117594.040000 sec): 3 clusters
  Score: Raw -488517.145127 + Penalty 2720.051424 = -485797.093703
  nChanged 1
		SP:Iteration 64Q (117594.120000 sec): 3 clusters
  Score: Raw -488517.236542 + Penalty 2720.051424 = -485797.185118
  nChanged 0
		SP:Iteration 65F (117594.200000 sec): 3 clusters
  Score: Raw -488517.236542 + Penalty 2720.051424 = -485797.185118
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 27 (1241 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (117594.310000 sec): 2 clusters
  Score: Raw -146876.452452 + Penalty 1157.596828 = -145718.855624
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (117594.450000 sec): 3 clusters
  Score: Raw -146440.251332 + Penalty 2315.193655 = -144125.057677
  nChanged 382
		SP:Iteration 1F (117594.630000 sec): 3 clusters
  Score: Raw -146763.809254 + Penalty 2315.193655 = -144448.615599
  nChanged 100
		SP:Iteration 2F (117594.800000 sec): 3 clusters
  Score: Raw -146843.337214 + Penalty 2315.193655 = -144528.143559
  nChanged 41
		SP:Iteration 3Q (117594.970000 sec): 3 clusters
  Score: Raw -146871.215370 + Penalty 2315.193655 = -144556.021714
  nChanged 28
		SP:Iteration 4Q (117595.150000 sec): 3 clusters
  Score: Raw -146889.435048 + Penalty 2315.193655 = -144574.241393
  nChanged 19
		SP:Iteration 5Q (117595.330000 sec): 3 clusters
  Score: Raw -146901.016334 + Penalty 2315.193655 = -144585.822679
  nChanged 18
		SP:Iteration 6Q (117595.500000 sec): 3 clusters
  Score: Raw -146915.024132 + Penalty 2315.193655 = -144599.830477
  nChanged 17
		SP:Iteration 7Q (117595.680000 sec): 3 clusters
  Score: Raw -146929.847921 + Penalty 2315.193655 = -144614.654266
  nChanged 19
		SP:Iteration 8Q (117595.850000 sec): 3 clusters
  Score: Raw -146942.842688 + Penalty 2315.193655 = -144627.649033
  nChanged 16
		SP:Iteration 9Q (117596.030000 sec): 3 clusters
  Score: Raw -146954.309476 + Penalty 2315.193655 = -144639.115821
  nChanged 16
		SP:Iteration 10Q (117596.210000 sec): 3 clusters
  Score: Raw -146963.107969 + Penalty 2315.193655 = -144647.914313
  nChanged 10
		SP:Iteration 11Q (117596.380000 sec): 3 clusters
  Score: Raw -146970.327143 + Penalty 2315.193655 = -144655.133488
  nChanged 8
		SP:Iteration 12Q (117596.560000 sec): 3 clusters
  Score: Raw -146974.598670 + Penalty 2315.193655 = -144659.405015
  nChanged 8
		SP:Iteration 13Q (117596.730000 sec): 3 clusters
  Score: Raw -146988.012483 + Penalty 2315.193655 = -144672.818828
  nChanged 12
		SP:Iteration 14Q (117596.910000 sec): 3 clusters
  Score: Raw -146998.193660 + Penalty 2315.193655 = -144683.000005
  nChanged 13
		SP:Iteration 15Q (117597.090000 sec): 3 clusters
  Score: Raw -147009.532881 + Penalty 2315.193655 = -144694.339226
  nChanged 9
		SP:Iteration 16Q (117597.260000 sec): 3 clusters
  Score: Raw -147015.096567 + Penalty 2315.193655 = -144699.902912
  nChanged 6
		SP:Iteration 17Q (117597.400000 sec): 3 clusters
  Score: Raw -147018.489240 + Penalty 2315.193655 = -144703.295584
  nChanged 6
		SP:Iteration 18Q (117597.420000 sec): 3 clusters
  Score: Raw -147024.123443 + Penalty 2315.193655 = -144708.929788
  nChanged 11
		SP:Iteration 19Q (117597.450000 sec): 3 clusters
  Score: Raw -147034.474116 + Penalty 2315.193655 = -144719.280461
  nChanged 11
		SP:Iteration 20F (117597.480000 sec): 3 clusters
  Score: Raw -147042.198300 + Penalty 2315.193655 = -144727.004645
  nChanged 5
		SP:Iteration 21Q (117597.510000 sec): 3 clusters
  Score: Raw -147044.310252 + Penalty 2315.193655 = -144729.116597
  nChanged 2
		SP:Iteration 22Q (117597.540000 sec): 3 clusters
  Score: Raw -147045.456592 + Penalty 2315.193655 = -144730.262937
  nChanged 3
		SP:Iteration 23Q (117597.570000 sec): 3 clusters
  Score: Raw -147047.611516 + Penalty 2315.193655 = -144732.417861
  nChanged 2
		SP:Iteration 24Q (117597.600000 sec): 3 clusters
  Score: Raw -147048.628663 + Penalty 2315.193655 = -144733.435007
  nChanged 1
		SP:Iteration 25Q (117597.630000 sec): 3 clusters
  Score: Raw -147048.979020 + Penalty 2315.193655 = -144733.785365
  nChanged 1
		SP:Iteration 26Q (117597.660000 sec): 3 clusters
  Score: Raw -147049.598229 + Penalty 2315.193655 = -144734.404574
  nChanged 0
		SP:Iteration 27F (117597.690000 sec): 3 clusters
  Score: Raw -147049.598229 + Penalty 2315.193655 = -144734.404574
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 28 (533 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (117597.740000 sec): 2 clusters
  Score: Raw -65486.769550 + Penalty 1020.259731 = -64466.509819
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (117597.760000 sec): 3 clusters
  Score: Raw -65401.972320 + Penalty 2040.519463 = -63361.452857
  nChanged 113
		SP:Iteration 1F (117597.770000 sec): 3 clusters
  Score: Raw -65550.689539 + Penalty 2040.519463 = -63510.170077
  nChanged 34
		SP:Iteration 2F (117597.790000 sec): 3 clusters
  Score: Raw -65600.263253 + Penalty 2040.519463 = -63559.743790
  nChanged 18
		SP:Iteration 3Q (117597.810000 sec): 3 clusters
  Score: Raw -65620.618955 + Penalty 2040.519463 = -63580.099492
  nChanged 4
		SP:Iteration 4Q (117597.820000 sec): 3 clusters
  Score: Raw -65628.491047 + Penalty 2040.519463 = -63587.971584
  nChanged 4
		SP:Iteration 5Q (117597.830000 sec): 3 clusters
  Score: Raw -65633.549272 + Penalty 2040.519463 = -63593.029809
  nChanged 4
		SP:Iteration 6Q (117597.850000 sec): 3 clusters
  Score: Raw -65638.563041 + Penalty 2040.519463 = -63598.043578
  nChanged 3
		SP:Iteration 7Q (117597.870000 sec): 3 clusters
  Score: Raw -65641.868587 + Penalty 2040.519463 = -63601.349124
  nChanged 1
		SP:Iteration 8Q (117597.880000 sec): 3 clusters
  Score: Raw -65642.831274 + Penalty 2040.519463 = -63602.311811
  nChanged 1
		SP:Iteration 9Q (117597.900000 sec): 3 clusters
  Score: Raw -65644.520465 + Penalty 2040.519463 = -63604.001002
  nChanged 0
		SP:Iteration 10F (117597.920000 sec): 3 clusters
  Score: Raw -65644.520465 + Penalty 2040.519463 = -63604.001002
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 29 (245 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (117597.950000 sec): 2 clusters
  Score: Raw -26531.062873 + Penalty 893.954459 = -25637.108414
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (117597.970000 sec): 3 clusters
  Score: Raw -26599.943770 + Penalty 1787.908918 = -24812.034851
  nChanged 34
		SP:Iteration 1F (117597.970000 sec): 3 clusters
  Score: Raw -26710.111914 + Penalty 1787.908918 = -24922.202995
  nChanged 19
		SP:Iteration 2F (117597.980000 sec): 3 clusters
  Score: Raw -26766.398961 + Penalty 1787.908918 = -24978.490043
  nChanged 6
		SP:Iteration 3Q (117597.990000 sec): 3 clusters
  Score: Raw -26792.608568 + Penalty 1787.908918 = -25004.699649
  nChanged 3
		SP:Iteration 4Q (117597.990000 sec): 3 clusters
  Score: Raw -26801.041596 + Penalty 1787.908918 = -25013.132677
  nChanged 1
		SP:Iteration 5Q (117598.000000 sec): 3 clusters
  Score: Raw -26804.115314 + Penalty 1787.908918 = -25016.206395
  nChanged 1
		SP:Iteration 6Q (117598.010000 sec): 3 clusters
  Score: Raw -26808.141567 + Penalty 1787.908918 = -25020.232649
  nChanged 0
		SP:Iteration 7F (117598.020000 sec): 3 clusters
  Score: Raw -26808.141567 + Penalty 1787.908918 = -25020.232649
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 30 (3356 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (117598.120000 sec): 2 clusters
  Score: Raw -393946.516098 + Penalty 1319.257073 = -392627.259024
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (117598.300000 sec): 3 clusters
  Score: Raw -392299.872146 + Penalty 2638.514147 = -389661.358000
  nChanged 1294
		SP:Iteration 1F (117598.470000 sec): 3 clusters
  Score: Raw -393189.584150 + Penalty 2638.514147 = -390551.070003
  nChanged 323
		SP:Iteration 2F (117598.650000 sec): 3 clusters
  Score: Raw -393521.672107 + Penalty 2638.514147 = -390883.157961
  nChanged 285
		SP:Iteration 3F (117598.830000 sec): 3 clusters
  Score: Raw -393892.022950 + Penalty 2638.514147 = -391253.508803
  nChanged 261
		SP:Iteration 4F (117599.000000 sec): 3 clusters
  Score: Raw -394256.475726 + Penalty 2638.514147 = -391617.961579
  nChanged 206
		SP:Iteration 5F (117599.180000 sec): 3 clusters
  Score: Raw -394503.250110 + Penalty 2638.514147 = -391864.735964
  nChanged 142
		SP:Iteration 6Q (117599.350000 sec): 3 clusters
  Score: Raw -394680.470652 + Penalty 2638.514147 = -392041.956505
  nChanged 104
		SP:Iteration 7Q (117599.530000 sec): 3 clusters
  Score: Raw -394800.778318 + Penalty 2638.514147 = -392162.264171
  nChanged 75
		SP:Iteration 8Q (117599.600000 sec): 3 clusters
  Score: Raw -394893.564772 + Penalty 2638.514147 = -392255.050625
  nChanged 50
		SP:Iteration 9Q (117599.660000 sec): 3 clusters
  Score: Raw -394944.614665 + Penalty 2638.514147 = -392306.100518
  nChanged 31
		SP:Iteration 10Q (117599.720000 sec): 3 clusters
  Score: Raw -394973.084367 + Penalty 2638.514147 = -392334.570220
  nChanged 31
		SP:Iteration 11Q (117599.770000 sec): 3 clusters
  Score: Raw -395014.925841 + Penalty 2638.514147 = -392376.411694
  nChanged 39
		SP:Iteration 12Q (117599.830000 sec): 3 clusters
  Score: Raw -395068.316929 + Penalty 2638.514147 = -392429.802782
  nChanged 46
		SP:Iteration 13Q (117599.890000 sec): 3 clusters
  Score: Raw -395123.374878 + Penalty 2638.514147 = -392484.860731
  nChanged 39
		SP:Iteration 14Q (117599.950000 sec): 3 clusters
  Score: Raw -395159.220696 + Penalty 2638.514147 = -392520.706549
  nChanged 32
		SP:Iteration 15Q (117600.010000 sec): 3 clusters
  Score: Raw -395186.637832 + Penalty 2638.514147 = -392548.123685
  nChanged 27
		SP:Iteration 16Q (117600.070000 sec): 3 clusters
  Score: Raw -395207.664414 + Penalty 2638.514147 = -392569.150267
  nChanged 20
		SP:Iteration 17Q (117600.130000 sec): 3 clusters
  Score: Raw -395216.424366 + Penalty 2638.514147 = -392577.910219
  nChanged 8
		SP:Iteration 18Q (117600.180000 sec): 3 clusters
  Score: Raw -395221.577331 + Penalty 2638.514147 = -392583.063184
  nChanged 9
		SP:Iteration 19Q (117600.330000 sec): 3 clusters
  Score: Raw -395225.385090 + Penalty 2638.514147 = -392586.870943
  nChanged 3
		SP:Iteration 20F (117600.510000 sec): 3 clusters
  Score: Raw -395226.551482 + Penalty 2638.514147 = -392588.037335
  nChanged 4
		SP:Iteration 21Q (117600.690000 sec): 3 clusters
  Score: Raw -395228.362614 + Penalty 2638.514147 = -392589.848467
  nChanged 3
		SP:Iteration 22Q (117600.850000 sec): 3 clusters
  Score: Raw -395229.788672 + Penalty 2638.514147 = -392591.274525
  nChanged 3
		SP:Iteration 23Q (117601.010000 sec): 3 clusters
  Score: Raw -395230.654944 + Penalty 2638.514147 = -392592.140797
  nChanged 0
		SP:Iteration 24F (117601.180000 sec): 3 clusters
  Score: Raw -395230.654944 + Penalty 2638.514147 = -392592.140797
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 31 (4228 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (117601.350000 sec): 2 clusters
  Score: Raw -570102.704379 + Penalty 1356.791206 = -568745.913172
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (117601.490000 sec): 3 clusters
  Score: Raw -567952.576300 + Penalty 2713.582413 = -565238.993888
  nChanged 1677
		SP:Iteration 1F (117601.660000 sec): 3 clusters
  Score: Raw -568864.057824 + Penalty 2713.582413 = -566150.475411
  nChanged 332
		SP:Iteration 2F (117601.840000 sec): 3 clusters
  Score: Raw -569041.660425 + Penalty 2713.582413 = -566328.078013
  nChanged 237
		SP:Iteration 3F (117601.920000 sec): 3 clusters
  Score: Raw -569163.108388 + Penalty 2713.582413 = -566449.525976
  nChanged 194
		SP:Iteration 4Q (117602.000000 sec): 3 clusters
  Score: Raw -569265.015950 + Penalty 2713.582413 = -566551.433537
  nChanged 185
		SP:Iteration 5Q (117602.080000 sec): 3 clusters
  Score: Raw -569351.435847 + Penalty 2713.582413 = -566637.853435
  nChanged 149
		SP:Iteration 6Q (117602.160000 sec): 3 clusters
  Score: Raw -569428.347590 + Penalty 2713.582413 = -566714.765177
  nChanged 144
		SP:Iteration 7Q (117602.240000 sec): 3 clusters
  Score: Raw -569501.685872 + Penalty 2713.582413 = -566788.103460
  nChanged 127
		SP:Iteration 8Q (117602.330000 sec): 3 clusters
  Score: Raw -569555.931906 + Penalty 2713.582413 = -566842.349493
  nChanged 108
		SP:Iteration 9Q (117602.400000 sec): 3 clusters
  Score: Raw -569608.418020 + Penalty 2713.582413 = -566894.835607
  nChanged 105
		SP:Iteration 10Q (117602.490000 sec): 3 clusters
  Score: Raw -569667.769888 + Penalty 2713.582413 = -566954.187475
  nChanged 99
		SP:Iteration 11Q (117602.570000 sec): 3 clusters
  Score: Raw -569713.678592 + Penalty 2713.582413 = -567000.096179
  nChanged 76
		SP:Iteration 12Q (117602.650000 sec): 3 clusters
  Score: Raw -569748.447649 + Penalty 2713.582413 = -567034.865236
  nChanged 73
		SP:Iteration 13Q (117602.720000 sec): 3 clusters
  Score: Raw -569780.983041 + Penalty 2713.582413 = -567067.400628
  nChanged 67
		SP:Iteration 14Q (117602.800000 sec): 3 clusters
  Score: Raw -569815.178072 + Penalty 2713.582413 = -567101.595659
  nChanged 62
		SP:Iteration 15Q (117602.920000 sec): 3 clusters
  Score: Raw -569847.772757 + Penalty 2713.582413 = -567134.190344
  nChanged 51
		SP:Iteration 16Q (117603.090000 sec): 3 clusters
  Score: Raw -569871.472197 + Penalty 2713.582413 = -567157.889785
  nChanged 46
		SP:Iteration 17Q (117603.270000 sec): 3 clusters
  Score: Raw -569894.683924 + Penalty 2713.582413 = -567181.101512
  nChanged 47
		SP:Iteration 18Q (117603.440000 sec): 3 clusters
  Score: Raw -569919.439638 + Penalty 2713.582413 = -567205.857225
  nChanged 40
		SP:Iteration 19Q (117603.550000 sec): 3 clusters
  Score: Raw -569936.836100 + Penalty 2713.582413 = -567223.253687
  nChanged 24
		SP:Iteration 20F (117603.630000 sec): 3 clusters
  Score: Raw -569949.051195 + Penalty 2713.582413 = -567235.468782
  nChanged 25
		SP:Iteration 21Q (117603.710000 sec): 3 clusters
  Score: Raw -569962.098104 + Penalty 2713.582413 = -567248.515692
  nChanged 24
		SP:Iteration 22Q (117603.780000 sec): 3 clusters
  Score: Raw -569975.673213 + Penalty 2713.582413 = -567262.090801
  nChanged 28
		SP:Iteration 23Q (117603.860000 sec): 3 clusters
  Score: Raw -569996.706076 + Penalty 2713.582413 = -567283.123663
  nChanged 29
		SP:Iteration 24Q (117603.940000 sec): 3 clusters
  Score: Raw -570014.096076 + Penalty 2713.582413 = -567300.513663
  nChanged 32
		SP:Iteration 25Q (117604.010000 sec): 3 clusters
  Score: Raw -570034.883551 + Penalty 2713.582413 = -567321.301139
  nChanged 28
		SP:Iteration 26Q (117604.090000 sec): 3 clusters
  Score: Raw -570051.247567 + Penalty 2713.582413 = -567337.665154
  nChanged 20
		SP:Iteration 27Q (117604.160000 sec): 3 clusters
  Score: Raw -570061.475739 + Penalty 2713.582413 = -567347.893326
  nChanged 15
		SP:Iteration 28Q (117604.240000 sec): 3 clusters
  Score: Raw -570070.421306 + Penalty 2713.582413 = -567356.838894
  nChanged 15
		SP:Iteration 29Q (117604.320000 sec): 3 clusters
  Score: Raw -570079.764086 + Penalty 2713.582413 = -567366.181674
  nChanged 22
		SP:Iteration 30Q (117604.400000 sec): 3 clusters
  Score: Raw -570092.619013 + Penalty 2713.582413 = -567379.036600
  nChanged 23
		SP:Iteration 31Q (117604.470000 sec): 3 clusters
  Score: Raw -570106.221912 + Penalty 2713.582413 = -567392.639500
  nChanged 27
		SP:Iteration 32Q (117604.550000 sec): 3 clusters
  Score: Raw -570124.328768 + Penalty 2713.582413 = -567410.746355
  nChanged 24
		SP:Iteration 33Q (117604.620000 sec): 3 clusters
  Score: Raw -570139.094478 + Penalty 2713.582413 = -567425.512065
  nChanged 17
		SP:Iteration 34Q (117604.700000 sec): 3 clusters
  Score: Raw -570149.785210 + Penalty 2713.582413 = -567436.202797
  nChanged 15
		SP:Iteration 35Q (117604.780000 sec): 3 clusters
  Score: Raw -570157.281236 + Penalty 2713.582413 = -567443.698823
  nChanged 11
		SP:Iteration 36Q (117604.860000 sec): 3 clusters
  Score: Raw -570163.816007 + Penalty 2713.582413 = -567450.233594
  nChanged 11
		SP:Iteration 37Q (117604.930000 sec): 3 clusters
  Score: Raw -570170.359431 + Penalty 2713.582413 = -567456.777018
  nChanged 10
		SP:Iteration 38Q (117605.000000 sec): 3 clusters
  Score: Raw -570175.709969 + Penalty 2713.582413 = -567462.127556
  nChanged 8
		SP:Iteration 39Q (117605.080000 sec): 3 clusters
  Score: Raw -570179.622473 + Penalty 2713.582413 = -567466.040060
  nChanged 5
		SP:Iteration 40F (117605.160000 sec): 3 clusters
  Score: Raw -570183.038034 + Penalty 2713.582413 = -567469.455621
  nChanged 5
		SP:Iteration 41Q (117605.230000 sec): 3 clusters
  Score: Raw -570187.962552 + Penalty 2713.582413 = -567474.380140
  nChanged 6
		SP:Iteration 42Q (117605.310000 sec): 3 clusters
  Score: Raw -570191.694916 + Penalty 2713.582413 = -567478.112504
  nChanged 7
		SP:Iteration 43Q (117605.380000 sec): 3 clusters
  Score: Raw -570195.351916 + Penalty 2713.582413 = -567481.769503
  nChanged 4
		SP:Iteration 44Q (117605.460000 sec): 3 clusters
  Score: Raw -570197.773961 + Penalty 2713.582413 = -567484.191548
  nChanged 4
		SP:Iteration 45Q (117605.680000 sec): 3 clusters
  Score: Raw -570201.061727 + Penalty 2713.582413 = -567487.479314
  nChanged 8
		SP:Iteration 46Q (117605.820000 sec): 3 clusters
  Score: Raw -570206.091902 + Penalty 2713.582413 = -567492.509490
  nChanged 6
		SP:Iteration 47Q (117605.990000 sec): 3 clusters
  Score: Raw -570210.920262 + Penalty 2713.582413 = -567497.337850
  nChanged 7
		SP:Iteration 48Q (117606.170000 sec): 3 clusters
  Score: Raw -570219.276619 + Penalty 2713.582413 = -567505.694206
  nChanged 7
		SP:Iteration 49Q (117606.340000 sec): 3 clusters
  Score: Raw -570225.823974 + Penalty 2713.582413 = -567512.241561
  nChanged 11
		SP:Iteration 50Q (117606.520000 sec): 3 clusters
  Score: Raw -570233.759969 + Penalty 2713.582413 = -567520.177556
  nChanged 14
		SP:Iteration 51Q (117606.700000 sec): 3 clusters
  Score: Raw -570246.093926 + Penalty 2713.582413 = -567532.511513
  nChanged 11
		SP:Iteration 52Q (117606.870000 sec): 3 clusters
  Score: Raw -570255.526730 + Penalty 2713.582413 = -567541.944318
  nChanged 6
		SP:Iteration 53Q (117607.050000 sec): 3 clusters
  Score: Raw -570261.207847 + Penalty 2713.582413 = -567547.625434
  nChanged 9
		SP:Iteration 54Q (117607.220000 sec): 3 clusters
  Score: Raw -570269.718589 + Penalty 2713.582413 = -567556.136177
  nChanged 8
		SP:Iteration 55Q (117607.400000 sec): 3 clusters
  Score: Raw -570275.807922 + Penalty 2713.582413 = -567562.225509
  nChanged 4
		SP:Iteration 56Q (117607.580000 sec): 3 clusters
  Score: Raw -570280.014480 + Penalty 2713.582413 = -567566.432067
  nChanged 5
		SP:Iteration 57Q (117607.750000 sec): 3 clusters
  Score: Raw -570283.611589 + Penalty 2713.582413 = -567570.029176
  nChanged 2
		SP:Iteration 58Q (117607.930000 sec): 3 clusters
  Score: Raw -570285.368546 + Penalty 2713.582413 = -567571.786133
  nChanged 5
		SP:Iteration 59Q (117608.100000 sec): 3 clusters
  Score: Raw -570290.731629 + Penalty 2713.582413 = -567577.149216
  nChanged 7
		SP:Iteration 60F (117608.320000 sec): 3 clusters
  Score: Raw -570297.340612 + Penalty 2713.582413 = -567583.758199
  nChanged 4
		SP:Iteration 61Q (117608.500000 sec): 3 clusters
  Score: Raw -570299.988620 + Penalty 2713.582413 = -567586.406207
  nChanged 4
		SP:Iteration 62Q (117608.630000 sec): 3 clusters
  Score: Raw -570304.716715 + Penalty 2713.582413 = -567591.134302
  nChanged 6
		SP:Iteration 63Q (117608.790000 sec): 3 clusters
  Score: Raw -570314.050986 + Penalty 2713.582413 = -567600.468573
  nChanged 6
		SP:Iteration 64Q (117608.950000 sec): 3 clusters
  Score: Raw -570323.299149 + Penalty 2713.582413 = -567609.716737
  nChanged 5
		SP:Iteration 65Q (117609.110000 sec): 3 clusters
  Score: Raw -570326.750536 + Penalty 2713.582413 = -567613.168123
  nChanged 3
		SP:Iteration 66Q (117609.270000 sec): 3 clusters
  Score: Raw -570328.880234 + Penalty 2713.582413 = -567615.297821
  nChanged 0
		SP:Iteration 67F (117609.430000 sec): 3 clusters
  Score: Raw -570328.880234 + Penalty 2713.582413 = -567615.297821
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 32 (207 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (117609.510000 sec): 2 clusters
  Score: Raw -23333.627279 + Penalty 866.566804 = -22467.060475
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (117609.680000 sec): 3 clusters
  Score: Raw -23437.001837 + Penalty 1733.133608 = -21703.868229
  nChanged 22
		SP:Iteration 1F (117609.860000 sec): 3 clusters
  Score: Raw -23527.855529 + Penalty 1733.133608 = -21794.721921
  nChanged 4
		SP:Iteration 2Q (117610.030000 sec): 3 clusters
  Score: Raw -23547.887326 + Penalty 1733.133608 = -21814.753718
  nChanged 1
		SP:Iteration 3Q (117610.210000 sec): 3 clusters
  Score: Raw -23548.803471 + Penalty 1733.133608 = -21815.669864
  nChanged 0
		SP:Iteration 4F (117610.380000 sec): 3 clusters
  Score: Raw -23548.803471 + Penalty 1733.133608 = -21815.669864
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 33 (330 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (117610.470000 sec): 2 clusters
  Score: Raw -30235.364096 + Penalty 942.352556 = -29293.011540
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (117610.480000 sec): 3 clusters
  Score: Raw -30336.634938 + Penalty 1884.705113 = -28451.929826
  nChanged 67
		SP:Iteration 1F (117610.490000 sec): 3 clusters
  Score: Raw -30526.971855 + Penalty 1884.705113 = -28642.266743
  nChanged 29
		SP:Iteration 2F (117610.500000 sec): 3 clusters
  Score: Raw -30624.725987 + Penalty 1884.705113 = -28740.020875
  nChanged 15
		SP:Iteration 3Q (117610.500000 sec): 3 clusters
  Score: Raw -30673.666273 + Penalty 1884.705113 = -28788.961160
  nChanged 12
		SP:Iteration 4Q (117610.510000 sec): 3 clusters
  Score: Raw -30699.062647 + Penalty 1884.705113 = -28814.357534
  nChanged 11
		SP:Iteration 5Q (117610.520000 sec): 3 clusters
  Score: Raw -30762.138501 + Penalty 1884.705113 = -28877.433389
  nChanged 14
		SP:Iteration 6Q (117610.530000 sec): 3 clusters
  Score: Raw -30876.808801 + Penalty 1884.705113 = -28992.103688
  nChanged 12
		SP:Iteration 7Q (117610.540000 sec): 3 clusters
  Score: Raw -30909.601498 + Penalty 1884.705113 = -29024.896386
  nChanged 7
		SP:Iteration 8Q (117610.540000 sec): 3 clusters
  Score: Raw -30927.730675 + Penalty 1884.705113 = -29043.025562
  nChanged 9
		SP:Iteration 9Q (117610.550000 sec): 3 clusters
  Score: Raw -30957.794354 + Penalty 1884.705113 = -29073.089241
  nChanged 6
		SP:Iteration 10Q (117610.560000 sec): 3 clusters
  Score: Raw -30983.639396 + Penalty 1884.705113 = -29098.934283
  nChanged 3
		SP:Iteration 11Q (117610.570000 sec): 3 clusters
  Score: Raw -31007.108416 + Penalty 1884.705113 = -29122.403303
  nChanged 5
		SP:Iteration 12Q (117610.580000 sec): 3 clusters
  Score: Raw -31062.631540 + Penalty 1884.705113 = -29177.926428
  nChanged 3
		SP:Iteration 13Q (117610.590000 sec): 3 clusters
  Score: Raw -31065.785770 + Penalty 1884.705113 = -29181.080658
  nChanged 1
		SP:Iteration 14Q (117610.600000 sec): 3 clusters
  Score: Raw -31067.806298 + Penalty 1884.705113 = -29183.101185
  nChanged 1
		SP:Iteration 15Q (117610.600000 sec): 3 clusters
  Score: Raw -31069.834747 + Penalty 1884.705113 = -29185.129634
  nChanged 0
		SP:Iteration 16F (117610.610000 sec): 3 clusters
  Score: Raw -31069.834747 + Penalty 1884.705113 = -29185.129634
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 34 (15023 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (117610.760000 sec): 2 clusters
  Score: Raw -1812968.785124 + Penalty 1562.817366 = -1811405.967758
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (117611.070000 sec): 3 clusters
  Score: Raw -1804088.111866 + Penalty 3125.634733 = -1800962.477134
  nChanged 6695
		SP:Iteration 1F (117611.260000 sec): 3 clusters
  Score: Raw -1808038.747351 + Penalty 3125.634733 = -1804913.112618
  nChanged 968
		SP:Iteration 2F (117611.530000 sec): 3 clusters
  Score: Raw -1808546.126459 + Penalty 3125.634733 = -1805420.491726
  nChanged 1004
		SP:Iteration 3F (117611.800000 sec): 3 clusters
  Score: Raw -1809147.125864 + Penalty 3125.634733 = -1806021.491131
  nChanged 1011
		SP:Iteration 4F (117612.070000 sec): 3 clusters
  Score: Raw -1809774.325211 + Penalty 3125.634733 = -1806648.690479
  nChanged 893
		SP:Iteration 5F (117612.340000 sec): 3 clusters
  Score: Raw -1810340.104214 + Penalty 3125.634733 = -1807214.469481
  nChanged 797
		SP:Iteration 6F (117612.620000 sec): 3 clusters
  Score: Raw -1810829.986526 + Penalty 3125.634733 = -1807704.351793
  nChanged 659
		SP:Iteration 7Q (117612.890000 sec): 3 clusters
  Score: Raw -1811272.258688 + Penalty 3125.634733 = -1808146.623955
  nChanged 610
		SP:Iteration 8Q (117613.150000 sec): 3 clusters
  Score: Raw -1811736.104666 + Penalty 3125.634733 = -1808610.469934
  nChanged 499
		SP:Iteration 9Q (117613.400000 sec): 3 clusters
  Score: Raw -1812129.883738 + Penalty 3125.634733 = -1809004.249005
  nChanged 356
		SP:Iteration 10Q (117613.650000 sec): 3 clusters
  Score: Raw -1812423.610001 + Penalty 3125.634733 = -1809297.975268
  nChanged 266
		SP:Iteration 11Q (117613.960000 sec): 3 clusters
  Score: Raw -1812642.281605 + Penalty 3125.634733 = -1809516.646873
  nChanged 176
		SP:Iteration 12Q (117614.150000 sec): 3 clusters
  Score: Raw -1812809.748973 + Penalty 3125.634733 = -1809684.114241
  nChanged 139
		SP:Iteration 13Q (117614.420000 sec): 3 clusters
  Score: Raw -1812928.839010 + Penalty 3125.634733 = -1809803.204277
  nChanged 87
		SP:Iteration 14Q (117614.650000 sec): 3 clusters
  Score: Raw -1813013.051523 + Penalty 3125.634733 = -1809887.416790
  nChanged 67
		SP:Iteration 15Q (117614.900000 sec): 3 clusters
  Score: Raw -1813069.887916 + Penalty 3125.634733 = -1809944.253183
  nChanged 48
		SP:Iteration 16Q (117615.120000 sec): 3 clusters
  Score: Raw -1813112.482297 + Penalty 3125.634733 = -1809986.847565
  nChanged 33
		SP:Iteration 17Q (117615.390000 sec): 3 clusters
  Score: Raw -1813149.839246 + Penalty 3125.634733 = -1810024.204513
  nChanged 32
		SP:Iteration 18Q (117615.620000 sec): 3 clusters
  Score: Raw -1813183.262951 + Penalty 3125.634733 = -1810057.628218
  nChanged 23
		SP:Iteration 19Q (117615.890000 sec): 3 clusters
  Score: Raw -1813209.560712 + Penalty 3125.634733 = -1810083.925979
  nChanged 18
		SP:Iteration 20F (117616.160000 sec): 3 clusters
  Score: Raw -1813221.699471 + Penalty 3125.634733 = -1810096.064738
  nChanged 11
		SP:Iteration 21Q (117616.400000 sec): 3 clusters
  Score: Raw -1813230.430272 + Penalty 3125.634733 = -1810104.795539
  nChanged 9
		SP:Iteration 22Q (117616.630000 sec): 3 clusters
  Score: Raw -1813237.569405 + Penalty 3125.634733 = -1810111.934672
  nChanged 8
		SP:Iteration 23Q (117616.900000 sec): 3 clusters
  Score: Raw -1813244.393796 + Penalty 3125.634733 = -1810118.759063
  nChanged 5
		SP:Iteration 24Q (117617.130000 sec): 3 clusters
  Score: Raw -1813246.282024 + Penalty 3125.634733 = -1810120.647292
  nChanged 1
		SP:Iteration 25Q (117617.400000 sec): 3 clusters
  Score: Raw -1813246.699024 + Penalty 3125.634733 = -1810121.064291
  nChanged 0
		SP:Iteration 26F (117617.670000 sec): 3 clusters
  Score: Raw -1813246.699024 + Penalty 3125.634733 = -1810121.064291
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 35 (2061 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (117617.740000 sec): 2 clusters
  Score: Raw -254047.218707 + Penalty 1240.028819 = -252807.189888
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (117617.780000 sec): 3 clusters
  Score: Raw -253201.421928 + Penalty 2480.057639 = -250721.364289
  nChanged 725
		SP:Iteration 1F (117617.820000 sec): 3 clusters
  Score: Raw -253659.300098 + Penalty 2480.057639 = -251179.242460
  nChanged 160
		SP:Iteration 2F (117617.860000 sec): 3 clusters
  Score: Raw -253779.923797 + Penalty 2480.057639 = -251299.866158
  nChanged 101
		SP:Iteration 3Q (117617.900000 sec): 3 clusters
  Score: Raw -253844.159349 + Penalty 2480.057639 = -251364.101710
  nChanged 54
		SP:Iteration 4Q (117617.940000 sec): 3 clusters
  Score: Raw -253878.666982 + Penalty 2480.057639 = -251398.609343
  nChanged 34
		SP:Iteration 5Q (117617.980000 sec): 3 clusters
  Score: Raw -253895.856206 + Penalty 2480.057639 = -251415.798567
  nChanged 27
		SP:Iteration 6Q (117618.020000 sec): 3 clusters
  Score: Raw -253913.188605 + Penalty 2480.057639 = -251433.130966
  nChanged 29
		SP:Iteration 7Q (117618.060000 sec): 3 clusters
  Score: Raw -253929.885190 + Penalty 2480.057639 = -251449.827552
  nChanged 25
		SP:Iteration 8Q (117618.100000 sec): 3 clusters
  Score: Raw -253943.721233 + Penalty 2480.057639 = -251463.663594
  nChanged 20
		SP:Iteration 9Q (117618.140000 sec): 3 clusters
  Score: Raw -253954.462704 + Penalty 2480.057639 = -251474.405066
  nChanged 13
		SP:Iteration 10Q (117618.180000 sec): 3 clusters
  Score: Raw -253961.890114 + Penalty 2480.057639 = -251481.832475
  nChanged 12
		SP:Iteration 11Q (117618.230000 sec): 3 clusters
  Score: Raw -253968.327415 + Penalty 2480.057639 = -251488.269776
  nChanged 14
		SP:Iteration 12Q (117618.270000 sec): 3 clusters
  Score: Raw -253975.524016 + Penalty 2480.057639 = -251495.466377
  nChanged 15
		SP:Iteration 13Q (117618.310000 sec): 3 clusters
  Score: Raw -253982.930073 + Penalty 2480.057639 = -251502.872434
  nChanged 9
		SP:Iteration 14Q (117618.350000 sec): 3 clusters
  Score: Raw -253987.013030 + Penalty 2480.057639 = -251506.955392
  nChanged 12
		SP:Iteration 15Q (117618.390000 sec): 3 clusters
  Score: Raw -253991.385416 + Penalty 2480.057639 = -251511.327778
  nChanged 8
		SP:Iteration 16Q (117618.430000 sec): 3 clusters
  Score: Raw -253994.358902 + Penalty 2480.057639 = -251514.301263
  nChanged 4
		SP:Iteration 17Q (117618.470000 sec): 3 clusters
  Score: Raw -253996.215151 + Penalty 2480.057639 = -251516.157512
  nChanged 2
		SP:Iteration 18Q (117618.510000 sec): 3 clusters
  Score: Raw -253996.780427 + Penalty 2480.057639 = -251516.722788
  nChanged 5
		SP:Iteration 19Q (117618.550000 sec): 3 clusters
  Score: Raw -253999.363362 + Penalty 2480.057639 = -251519.305723
  nChanged 4
		SP:Iteration 20F (117618.590000 sec): 3 clusters
  Score: Raw -254002.350013 + Penalty 2480.057639 = -251522.292375
  nChanged 7
		SP:Iteration 21Q (117618.630000 sec): 3 clusters
  Score: Raw -254006.244829 + Penalty 2480.057639 = -251526.187190
  nChanged 5
		SP:Iteration 22Q (117618.680000 sec): 3 clusters
  Score: Raw -254007.642456 + Penalty 2480.057639 = -251527.584817
  nChanged 4
		SP:Iteration 23Q (117618.720000 sec): 3 clusters
  Score: Raw -254008.603435 + Penalty 2480.057639 = -251528.545797
  nChanged 5
		SP:Iteration 24Q (117618.760000 sec): 3 clusters
  Score: Raw -254010.453940 + Penalty 2480.057639 = -251530.396301
  nChanged 3
		SP:Iteration 25Q (117618.800000 sec): 3 clusters
  Score: Raw -254011.060735 + Penalty 2480.057639 = -251531.003097
  nChanged 1
		SP:Iteration 26Q (117618.840000 sec): 3 clusters
  Score: Raw -254011.246036 + Penalty 2480.057639 = -251531.188397
  nChanged 1
		SP:Iteration 27Q (117618.880000 sec): 3 clusters
  Score: Raw -254011.374309 + Penalty 2480.057639 = -251531.316670
  nChanged 1
		SP:Iteration 28Q (117618.920000 sec): 3 clusters
  Score: Raw -254011.632099 + Penalty 2480.057639 = -251531.574460
  nChanged 2
		SP:Iteration 29Q (117619.120000 sec): 3 clusters
  Score: Raw -254012.271111 + Penalty 2480.057639 = -251532.213472
  nChanged 2
		SP:Iteration 30Q (117619.290000 sec): 3 clusters
  Score: Raw -254012.768696 + Penalty 2480.057639 = -251532.711057
  nChanged 1
		SP:Iteration 31Q (117619.460000 sec): 3 clusters
  Score: Raw -254013.461838 + Penalty 2480.057639 = -251533.404199
  nChanged 2
		SP:Iteration 32Q (117619.640000 sec): 3 clusters
  Score: Raw -254014.223129 + Penalty 2480.057639 = -251534.165490
  nChanged 1
		SP:Iteration 33Q (117619.800000 sec): 3 clusters
  Score: Raw -254014.499034 + Penalty 2480.057639 = -251534.441395
  nChanged 1
		SP:Iteration 34Q (117619.910000 sec): 3 clusters
  Score: Raw -254014.757295 + Penalty 2480.057639 = -251534.699656
  nChanged 0
		SP:Iteration 35F (117619.950000 sec): 3 clusters
  Score: Raw -254014.757295 + Penalty 2480.057639 = -251534.699656
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 36 (312 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (117619.980000 sec): 2 clusters
  Score: Raw -22285.740196 + Penalty 933.238018 = -21352.502178
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (117619.990000 sec): 3 clusters
  Score: Raw -22415.607204 + Penalty 1866.476036 = -20549.131168
  nChanged 69
		SP:Iteration 1F (117620.000000 sec): 3 clusters
  Score: Raw -22625.098582 + Penalty 1866.476036 = -20758.622546
  nChanged 23
		SP:Iteration 2F (117620.010000 sec): 3 clusters
  Score: Raw -22719.622207 + Penalty 1866.476036 = -20853.146171
  nChanged 9
		SP:Iteration 3Q (117620.010000 sec): 3 clusters
  Score: Raw -22741.469330 + Penalty 1866.476036 = -20874.993294
  nChanged 4
		SP:Iteration 4Q (117620.020000 sec): 3 clusters
  Score: Raw -22754.918532 + Penalty 1866.476036 = -20888.442496
  nChanged 0
		SP:Iteration 5F (117620.030000 sec): 3 clusters
  Score: Raw -22754.918532 + Penalty 1866.476036 = -20888.442496
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 37 (400 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (117620.060000 sec): 2 clusters
  Score: Raw -36665.019793 + Penalty 973.612989 = -35691.406804
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (117620.070000 sec): 3 clusters
  Score: Raw -36710.341423 + Penalty 1947.225978 = -34763.115445
  nChanged 94
		SP:Iteration 1F (117620.080000 sec): 3 clusters
  Score: Raw -36905.628876 + Penalty 1947.225978 = -34958.402898
  nChanged 28
		SP:Iteration 2F (117620.100000 sec): 3 clusters
  Score: Raw -37033.538788 + Penalty 1947.225978 = -35086.312810
  nChanged 27
		SP:Iteration 3F (117620.100000 sec): 3 clusters
  Score: Raw -37147.756923 + Penalty 1947.225978 = -35200.530945
  nChanged 10
		SP:Iteration 4Q (117620.120000 sec): 3 clusters
  Score: Raw -37178.347715 + Penalty 1947.225978 = -35231.121737
  nChanged 5
		SP:Iteration 5Q (117620.130000 sec): 3 clusters
  Score: Raw -37196.486235 + Penalty 1947.225978 = -35249.260257
  nChanged 1
		SP:Iteration 6Q (117620.140000 sec): 3 clusters
  Score: Raw -37201.376841 + Penalty 1947.225978 = -35254.150863
  nChanged 1
		SP:Iteration 7Q (117620.140000 sec): 3 clusters
  Score: Raw -37202.178773 + Penalty 1947.225978 = -35254.952795
  nChanged 0
		SP:Iteration 8F (117620.150000 sec): 3 clusters
  Score: Raw -37202.178773 + Penalty 1947.225978 = -35254.952795
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 38 (6063 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (117620.280000 sec): 2 clusters
  Score: Raw -735048.335340 + Penalty 1415.368501 = -733632.966839
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (117620.460000 sec): 3 clusters
  Score: Raw -731838.939548 + Penalty 2830.737002 = -729008.202546
  nChanged 2528
		SP:Iteration 1F (117620.620000 sec): 3 clusters
  Score: Raw -733236.970463 + Penalty 2830.737002 = -730406.233461
  nChanged 431
		SP:Iteration 2F (117620.790000 sec): 3 clusters
  Score: Raw -733463.960413 + Penalty 2830.737002 = -730633.223411
  nChanged 349
		SP:Iteration 3F (117620.960000 sec): 3 clusters
  Score: Raw -733630.694642 + Penalty 2830.737002 = -730799.957640
  nChanged 273
		SP:Iteration 4Q (117621.120000 sec): 3 clusters
  Score: Raw -733760.810019 + Penalty 2830.737002 = -730930.073017
  nChanged 265
		SP:Iteration 5Q (117621.290000 sec): 3 clusters
  Score: Raw -733884.884340 + Penalty 2830.737002 = -731054.147338
  nChanged 243
		SP:Iteration 6Q (117621.450000 sec): 3 clusters
  Score: Raw -734019.519269 + Penalty 2830.737002 = -731188.782267
  nChanged 247
		SP:Iteration 7Q (117621.620000 sec): 3 clusters
  Score: Raw -734147.305184 + Penalty 2830.737002 = -731316.568182
  nChanged 217
		SP:Iteration 8Q (117621.850000 sec): 3 clusters
  Score: Raw -734259.875240 + Penalty 2830.737002 = -731429.138238
  nChanged 221
		SP:Iteration 9Q (117622.050000 sec): 3 clusters
  Score: Raw -734384.270632 + Penalty 2830.737002 = -731553.533630
  nChanged 226
		SP:Iteration 10Q (117622.260000 sec): 3 clusters
  Score: Raw -734525.606609 + Penalty 2830.737002 = -731694.869607
  nChanged 211
		SP:Iteration 11Q (117622.430000 sec): 3 clusters
  Score: Raw -734646.832349 + Penalty 2830.737002 = -731816.095347
  nChanged 176
		SP:Iteration 12Q (117622.600000 sec): 3 clusters
  Score: Raw -734742.765454 + Penalty 2830.737002 = -731912.028453
  nChanged 133
		SP:Iteration 13Q (117622.760000 sec): 3 clusters
  Score: Raw -734813.578142 + Penalty 2830.737002 = -731982.841140
  nChanged 107
		SP:Iteration 14Q (117622.930000 sec): 3 clusters
  Score: Raw -734869.289028 + Penalty 2830.737002 = -732038.552026
  nChanged 88
		SP:Iteration 15Q (117623.130000 sec): 3 clusters
  Score: Raw -734919.042556 + Penalty 2830.737002 = -732088.305554
  nChanged 74
		SP:Iteration 16Q (117623.230000 sec): 3 clusters
  Score: Raw -734964.849613 + Penalty 2830.737002 = -732134.112611
  nChanged 79
		SP:Iteration 17Q (117623.330000 sec): 3 clusters
  Score: Raw -735015.323914 + Penalty 2830.737002 = -732184.586912
  nChanged 58
		SP:Iteration 18Q (117623.430000 sec): 3 clusters
  Score: Raw -735059.777735 + Penalty 2830.737002 = -732229.040733
  nChanged 53
		SP:Iteration 19Q (117623.530000 sec): 3 clusters
  Score: Raw -735096.181675 + Penalty 2830.737002 = -732265.444673
  nChanged 44
		SP:Iteration 20F (117623.740000 sec): 3 clusters
  Score: Raw -735126.823374 + Penalty 2830.737002 = -732296.086372
  nChanged 42
		SP:Iteration 21Q (117623.950000 sec): 3 clusters
  Score: Raw -735157.754495 + Penalty 2830.737002 = -732327.017493
  nChanged 31
		SP:Iteration 22Q (117624.120000 sec): 3 clusters
  Score: Raw -735177.167822 + Penalty 2830.737002 = -732346.430820
  nChanged 27
		SP:Iteration 23Q (117624.300000 sec): 3 clusters
  Score: Raw -735194.114083 + Penalty 2830.737002 = -732363.377081
  nChanged 17
		SP:Iteration 24Q (117624.440000 sec): 3 clusters
  Score: Raw -735204.269385 + Penalty 2830.737002 = -732373.532383
  nChanged 14
		SP:Iteration 25Q (117624.600000 sec): 3 clusters
  Score: Raw -735214.437759 + Penalty 2830.737002 = -732383.700757
  nChanged 14
		SP:Iteration 26Q (117624.770000 sec): 3 clusters
  Score: Raw -735225.682924 + Penalty 2830.737002 = -732394.945922
  nChanged 10
		SP:Iteration 27Q (117624.940000 sec): 3 clusters
  Score: Raw -735232.539825 + Penalty 2830.737002 = -732401.802823
  nChanged 4
		SP:Iteration 28Q (117625.100000 sec): 3 clusters
  Score: Raw -735235.180297 + Penalty 2830.737002 = -732404.443295
  nChanged 4
		SP:Iteration 29Q (117625.270000 sec): 3 clusters
  Score: Raw -735238.544852 + Penalty 2830.737002 = -732407.807850
  nChanged 8
		SP:Iteration 30Q (117625.440000 sec): 3 clusters
  Score: Raw -735243.795215 + Penalty 2830.737002 = -732413.058213
  nChanged 6
		SP:Iteration 31Q (117625.630000 sec): 3 clusters
  Score: Raw -735247.869244 + Penalty 2830.737002 = -732417.132242
  nChanged 8
		SP:Iteration 32Q (117625.820000 sec): 3 clusters
  Score: Raw -735254.734168 + Penalty 2830.737002 = -732423.997166
  nChanged 9
		SP:Iteration 33Q (117625.980000 sec): 3 clusters
  Score: Raw -735263.351907 + Penalty 2830.737002 = -732432.614905
  nChanged 10
		SP:Iteration 34Q (117626.150000 sec): 3 clusters
  Score: Raw -735270.027545 + Penalty 2830.737002 = -732439.290543
  nChanged 3
		SP:Iteration 35Q (117626.360000 sec): 3 clusters
  Score: Raw -735273.564397 + Penalty 2830.737002 = -732442.827395
  nChanged 5
		SP:Iteration 36Q (117626.530000 sec): 3 clusters
  Score: Raw -735279.394042 + Penalty 2830.737002 = -732448.657040
  nChanged 6
		SP:Iteration 37Q (117626.700000 sec): 3 clusters
  Score: Raw -735284.482333 + Penalty 2830.737002 = -732453.745331
  nChanged 4
		SP:Iteration 38Q (117626.860000 sec): 3 clusters
  Score: Raw -735288.354495 + Penalty 2830.737002 = -732457.617493
  nChanged 4
		SP:Iteration 39Q (117627.030000 sec): 3 clusters
  Score: Raw -735292.081223 + Penalty 2830.737002 = -732461.344221
  nChanged 4
		SP:Iteration 40F (117627.200000 sec): 3 clusters
  Score: Raw -735295.107265 + Penalty 2830.737002 = -732464.370263
  nChanged 2
		SP:Iteration 41Q (117627.360000 sec): 3 clusters
  Score: Raw -735297.199077 + Penalty 2830.737002 = -732466.462075
  nChanged 3
		SP:Iteration 42Q (117627.530000 sec): 3 clusters
  Score: Raw -735299.566196 + Penalty 2830.737002 = -732468.829194
  nChanged 1
		SP:Iteration 43Q (117627.700000 sec): 3 clusters
  Score: Raw -735300.482447 + Penalty 2830.737002 = -732469.745445
  nChanged 0
		SP:Iteration 44F (117627.860000 sec): 3 clusters
  Score: Raw -735300.482447 + Penalty 2830.737002 = -732469.745445
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 39 (1191 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (117627.920000 sec): 2 clusters
  Score: Raw -142345.177144 + Penalty 1150.914143 = -141194.263002
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (117628.100000 sec): 3 clusters
  Score: Raw -141932.502028 + Penalty 2301.828285 = -139630.673743
  nChanged 356
		SP:Iteration 1F (117628.280000 sec): 3 clusters
  Score: Raw -142196.677042 + Penalty 2301.828285 = -139894.848757
  nChanged 82
		SP:Iteration 2F (117628.450000 sec): 3 clusters
  Score: Raw -142276.873472 + Penalty 2301.828285 = -139975.045187
  nChanged 51
		SP:Iteration 3Q (117628.630000 sec): 3 clusters
  Score: Raw -142324.789388 + Penalty 2301.828285 = -140022.961103
  nChanged 29
		SP:Iteration 4Q (117628.800000 sec): 3 clusters
  Score: Raw -142354.511498 + Penalty 2301.828285 = -140052.683213
  nChanged 27
		SP:Iteration 5Q (117628.980000 sec): 3 clusters
  Score: Raw -142373.770037 + Penalty 2301.828285 = -140071.941752
  nChanged 18
		SP:Iteration 6Q (117629.160000 sec): 3 clusters
  Score: Raw -142388.670459 + Penalty 2301.828285 = -140086.842174
  nChanged 11
		SP:Iteration 7Q (117629.330000 sec): 3 clusters
  Score: Raw -142400.835227 + Penalty 2301.828285 = -140099.006942
  nChanged 15
		SP:Iteration 8Q (117629.510000 sec): 3 clusters
  Score: Raw -142413.014139 + Penalty 2301.828285 = -140111.185854
  nChanged 10
		SP:Iteration 9Q (117629.670000 sec): 3 clusters
  Score: Raw -142421.984844 + Penalty 2301.828285 = -140120.156559
  nChanged 10
		SP:Iteration 10Q (117629.840000 sec): 3 clusters
  Score: Raw -142428.973794 + Penalty 2301.828285 = -140127.145509
  nChanged 6
		SP:Iteration 11Q (117630.000000 sec): 3 clusters
  Score: Raw -142432.098871 + Penalty 2301.828285 = -140130.270586
  nChanged 0
		SP:Iteration 12F (117630.160000 sec): 3 clusters
  Score: Raw -142432.098871 + Penalty 2301.828285 = -140130.270586
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 40 (3130 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (117630.270000 sec): 2 clusters
  Score: Raw -367344.562764 + Penalty 1307.928096 = -366036.634668
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (117630.440000 sec): 3 clusters
  Score: Raw -365873.837829 + Penalty 2615.856192 = -363257.981637
  nChanged 1152
		SP:Iteration 1F (117630.570000 sec): 3 clusters
  Score: Raw -366544.892876 + Penalty 2615.856192 = -363929.036684
  nChanged 249
		SP:Iteration 2F (117630.750000 sec): 3 clusters
  Score: Raw -366692.337943 + Penalty 2615.856192 = -364076.481751
  nChanged 156
		SP:Iteration 3Q (117630.930000 sec): 3 clusters
  Score: Raw -366776.044464 + Penalty 2615.856192 = -364160.188272
  nChanged 126
		SP:Iteration 4Q (117631.100000 sec): 3 clusters
  Score: Raw -366861.809008 + Penalty 2615.856192 = -364245.952816
  nChanged 129
		SP:Iteration 5Q (117631.280000 sec): 3 clusters
  Score: Raw -366965.465950 + Penalty 2615.856192 = -364349.609758
  nChanged 146
		SP:Iteration 6Q (117631.450000 sec): 3 clusters
  Score: Raw -367089.300009 + Penalty 2615.856192 = -364473.443817
  nChanged 148
		SP:Iteration 7Q (117631.630000 sec): 3 clusters
  Score: Raw -367254.194522 + Penalty 2615.856192 = -364638.338329
  nChanged 162
		SP:Iteration 8F (117631.810000 sec): 3 clusters
  Score: Raw -367497.888385 + Penalty 2615.856192 = -364882.032193
  nChanged 195
		SP:Iteration 9F (117631.980000 sec): 3 clusters
  Score: Raw -367720.562492 + Penalty 2615.856192 = -365104.706300
  nChanged 159
		SP:Iteration 10F (117632.160000 sec): 3 clusters
  Score: Raw -367858.301396 + Penalty 2615.856192 = -365242.445204
  nChanged 106
		SP:Iteration 11Q (117632.330000 sec): 3 clusters
  Score: Raw -367944.175601 + Penalty 2615.856192 = -365328.319409
  nChanged 67
		SP:Iteration 12Q (117632.510000 sec): 3 clusters
  Score: Raw -367994.597507 + Penalty 2615.856192 = -365378.741315
  nChanged 51
		SP:Iteration 13Q (117632.690000 sec): 3 clusters
  Score: Raw -368027.692007 + Penalty 2615.856192 = -365411.835815
  nChanged 41
		SP:Iteration 14Q (117632.860000 sec): 3 clusters
  Score: Raw -368055.312802 + Penalty 2615.856192 = -365439.456609
  nChanged 33
		SP:Iteration 15Q (117633.030000 sec): 3 clusters
  Score: Raw -368073.814973 + Penalty 2615.856192 = -365457.958781
  nChanged 22
		SP:Iteration 16Q (117633.210000 sec): 3 clusters
  Score: Raw -368084.697355 + Penalty 2615.856192 = -365468.841163
  nChanged 10
		SP:Iteration 17Q (117633.390000 sec): 3 clusters
  Score: Raw -368089.372285 + Penalty 2615.856192 = -365473.516092
  nChanged 8
		SP:Iteration 18Q (117633.560000 sec): 3 clusters
  Score: Raw -368092.729258 + Penalty 2615.856192 = -365476.873066
  nChanged 5
		SP:Iteration 19Q (117633.740000 sec): 3 clusters
  Score: Raw -368096.215397 + Penalty 2615.856192 = -365480.359204
  nChanged 10
		SP:Iteration 20F (117633.910000 sec): 3 clusters
  Score: Raw -368102.445555 + Penalty 2615.856192 = -365486.589363
  nChanged 10
		SP:Iteration 21Q (117634.090000 sec): 3 clusters
  Score: Raw -368108.042303 + Penalty 2615.856192 = -365492.186111
  nChanged 11
		SP:Iteration 22Q (117634.270000 sec): 3 clusters
  Score: Raw -368114.876525 + Penalty 2615.856192 = -365499.020333
  nChanged 15
		SP:Iteration 23Q (117634.440000 sec): 3 clusters
  Score: Raw -368121.554162 + Penalty 2615.856192 = -365505.697969
  nChanged 12
		SP:Iteration 24Q (117634.620000 sec): 3 clusters
  Score: Raw -368131.770575 + Penalty 2615.856192 = -365515.914383
  nChanged 17
		SP:Iteration 25Q (117634.790000 sec): 3 clusters
  Score: Raw -368144.307374 + Penalty 2615.856192 = -365528.451182
  nChanged 17
		SP:Iteration 26Q (117634.970000 sec): 3 clusters
  Score: Raw -368156.509352 + Penalty 2615.856192 = -365540.653160
  nChanged 13
		SP:Iteration 27Q (117635.150000 sec): 3 clusters
  Score: Raw -368170.431975 + Penalty 2615.856192 = -365554.575783
  nChanged 14
		SP:Iteration 28Q (117635.320000 sec): 3 clusters
  Score: Raw -368182.752873 + Penalty 2615.856192 = -365566.896681
  nChanged 13
		SP:Iteration 29Q (117635.500000 sec): 3 clusters
  Score: Raw -368193.390756 + Penalty 2615.856192 = -365577.534564
  nChanged 15
		SP:Iteration 30Q (117635.670000 sec): 3 clusters
  Score: Raw -368212.255839 + Penalty 2615.856192 = -365596.399647
  nChanged 13
		SP:Iteration 31Q (117635.850000 sec): 3 clusters
  Score: Raw -368233.866454 + Penalty 2615.856192 = -365618.010262
  nChanged 25
		SP:Iteration 32Q (117636.030000 sec): 3 clusters
  Score: Raw -368262.175793 + Penalty 2615.856192 = -365646.319601
  nChanged 23
		SP:Iteration 33Q (117636.200000 sec): 3 clusters
  Score: Raw -368280.287251 + Penalty 2615.856192 = -365664.431059
  nChanged 17
		SP:Iteration 34Q (117636.380000 sec): 3 clusters
  Score: Raw -368290.501122 + Penalty 2615.856192 = -365674.644930
  nChanged 10
		SP:Iteration 35Q (117636.550000 sec): 3 clusters
  Score: Raw -368296.434375 + Penalty 2615.856192 = -365680.578183
  nChanged 5
		SP:Iteration 36Q (117636.730000 sec): 3 clusters
  Score: Raw -368298.637744 + Penalty 2615.856192 = -365682.781552
  nChanged 2
		SP:Iteration 37Q (117636.900000 sec): 3 clusters
  Score: Raw -368300.015322 + Penalty 2615.856192 = -365684.159130
  nChanged 5
		SP:Iteration 38Q (117637.080000 sec): 3 clusters
  Score: Raw -368301.776744 + Penalty 2615.856192 = -365685.920551
  nChanged 2
		SP:Iteration 39Q (117637.150000 sec): 3 clusters
  Score: Raw -368302.844064 + Penalty 2615.856192 = -365686.987872
  nChanged 3
		SP:Iteration 40F (117637.200000 sec): 3 clusters
  Score: Raw -368303.489118 + Penalty 2615.856192 = -365687.632925
  nChanged 1
		SP:Iteration 41Q (117637.260000 sec): 3 clusters
  Score: Raw -368303.877576 + Penalty 2615.856192 = -365688.021384
  nChanged 1
		SP:Iteration 42Q (117637.320000 sec): 3 clusters
  Score: Raw -368304.115317 + Penalty 2615.856192 = -365688.259125
  nChanged 0
		SP:Iteration 43F (117637.370000 sec): 3 clusters
  Score: Raw -368304.115317 + Penalty 2615.856192 = -365688.259125
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 41 (171 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (117637.420000 sec): 2 clusters
  Score: Raw -8647.075682 + Penalty 835.520328 = -7811.555354
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (117637.430000 sec): 3 clusters
  Score: Raw -8800.024867 + Penalty 1671.040656 = -7128.984211
  nChanged 24
		SP:Iteration 1F (117637.440000 sec): 3 clusters
  Score: Raw -8923.665429 + Penalty 1671.040656 = -7252.624774
  nChanged 5
		SP:Iteration 2Q (117637.450000 sec): 3 clusters
  Score: Raw -8966.962967 + Penalty 1671.040656 = -7295.922311
  nChanged 3
		SP:Iteration 3Q (117637.450000 sec): 3 clusters
  Score: Raw -8987.386433 + Penalty 1671.040656 = -7316.345777
  nChanged 2
		SP:Iteration 4Q (117637.460000 sec): 3 clusters
  Score: Raw -9003.908211 + Penalty 1671.040656 = -7332.867555
  nChanged 2
		SP:Iteration 5Q (117637.470000 sec): 3 clusters
  Score: Raw -9018.626790 + Penalty 1671.040656 = -7347.586134
  nChanged 2
		SP:Iteration 6Q (117637.480000 sec): 3 clusters
  Score: Raw -9024.993203 + Penalty 1671.040656 = -7353.952547
  nChanged 0
		SP:Iteration 7F (117637.490000 sec): 3 clusters
  Score: Raw -9024.993203 + Penalty 1671.040656 = -7353.952547
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 42 (395 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (117637.530000 sec): 2 clusters
  Score: Raw -46355.419530 + Penalty 971.568937 = -45383.850593
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (117637.540000 sec): 3 clusters
  Score: Raw -46365.375463 + Penalty 1943.137874 = -44422.237589
  nChanged 97
		SP:Iteration 1F (117637.550000 sec): 3 clusters
  Score: Raw -46564.853499 + Penalty 1943.137874 = -44621.715625
  nChanged 27
		SP:Iteration 2F (117637.560000 sec): 3 clusters
  Score: Raw -46656.398033 + Penalty 1943.137874 = -44713.260160
  nChanged 20
		SP:Iteration 3F (117637.570000 sec): 3 clusters
  Score: Raw -46705.660399 + Penalty 1943.137874 = -44762.522525
  nChanged 14
		SP:Iteration 4Q (117637.580000 sec): 3 clusters
  Score: Raw -46734.392947 + Penalty 1943.137874 = -44791.255073
  nChanged 8
		SP:Iteration 5Q (117637.590000 sec): 3 clusters
  Score: Raw -46747.357593 + Penalty 1943.137874 = -44804.219719
  nChanged 4
		SP:Iteration 6Q (117637.590000 sec): 3 clusters
  Score: Raw -46755.583946 + Penalty 1943.137874 = -44812.446072
  nChanged 5
		SP:Iteration 7Q (117637.600000 sec): 3 clusters
  Score: Raw -46764.234039 + Penalty 1943.137874 = -44821.096165
  nChanged 7
		SP:Iteration 8Q (117637.610000 sec): 3 clusters
  Score: Raw -46780.042116 + Penalty 1943.137874 = -44836.904242
  nChanged 4
		SP:Iteration 9Q (117637.620000 sec): 3 clusters
  Score: Raw -46788.350009 + Penalty 1943.137874 = -44845.212136
  nChanged 4
		SP:Iteration 10Q (117637.630000 sec): 3 clusters
  Score: Raw -46794.470231 + Penalty 1943.137874 = -44851.332358
  nChanged 1
		SP:Iteration 11Q (117637.630000 sec): 3 clusters
  Score: Raw -46806.672497 + Penalty 1943.137874 = -44863.534623
  nChanged 4
		SP:Iteration 12Q (117637.640000 sec): 3 clusters
  Score: Raw -46818.406614 + Penalty 1943.137874 = -44875.268741
  nChanged 3
		SP:Iteration 13Q (117637.650000 sec): 3 clusters
  Score: Raw -46821.814626 + Penalty 1943.137874 = -44878.676753
  nChanged 1
		SP:Iteration 14Q (117637.660000 sec): 3 clusters
  Score: Raw -46826.828551 + Penalty 1943.137874 = -44883.690678
  nChanged 3
		SP:Iteration 15Q (117637.670000 sec): 3 clusters
  Score: Raw -46832.286215 + Penalty 1943.137874 = -44889.148341
  nChanged 1
		SP:Iteration 16Q (117637.670000 sec): 3 clusters
  Score: Raw -46833.876137 + Penalty 1943.137874 = -44890.738263
  nChanged 1
		SP:Iteration 17Q (117637.680000 sec): 3 clusters
  Score: Raw -46836.754846 + Penalty 1943.137874 = -44893.616973
  nChanged 0
		SP:Iteration 18F (117637.690000 sec): 3 clusters
  Score: Raw -46836.754846 + Penalty 1943.137874 = -44893.616973
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 43 (1342 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (117637.790000 sec): 2 clusters
  Score: Raw -150876.597516 + Penalty 1170.311402 = -149706.286114
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (117637.970000 sec): 3 clusters
  Score: Raw -150368.543965 + Penalty 2340.622803 = -148027.921161
  nChanged 463
		SP:Iteration 1F (117638.140000 sec): 3 clusters
  Score: Raw -150864.584190 + Penalty 2340.622803 = -148523.961387
  nChanged 152
		SP:Iteration 2F (117638.320000 sec): 3 clusters
  Score: Raw -151132.589539 + Penalty 2340.622803 = -148791.966736
  nChanged 128
		SP:Iteration 3F (117638.490000 sec): 3 clusters
  Score: Raw -151390.129122 + Penalty 2340.622803 = -149049.506319
  nChanged 100
		SP:Iteration 4F (117638.590000 sec): 3 clusters
  Score: Raw -151536.767466 + Penalty 2340.622803 = -149196.144663
  nChanged 62
		SP:Iteration 5Q (117638.610000 sec): 3 clusters
  Score: Raw -151623.229486 + Penalty 2340.622803 = -149282.606683
  nChanged 26
		SP:Iteration 6Q (117638.640000 sec): 3 clusters
  Score: Raw -151657.294117 + Penalty 2340.622803 = -149316.671314
  nChanged 13
		SP:Iteration 7Q (117638.670000 sec): 3 clusters
  Score: Raw -151671.785059 + Penalty 2340.622803 = -149331.162256
  nChanged 5
		SP:Iteration 8Q (117638.710000 sec): 3 clusters
  Score: Raw -151675.730826 + Penalty 2340.622803 = -149335.108023
  nChanged 0
		SP:Iteration 9F (117638.740000 sec): 3 clusters
  Score: Raw -151675.730826 + Penalty 2340.622803 = -149335.108023
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 44 (3030 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (117638.860000 sec): 2 clusters
  Score: Raw -368642.059571 + Penalty 1302.651659 = -367339.407912
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (117639.050000 sec): 3 clusters
  Score: Raw -367212.182850 + Penalty 2605.303317 = -364606.879533
  nChanged 1184
		SP:Iteration 1F (117639.220000 sec): 3 clusters
  Score: Raw -367881.973116 + Penalty 2605.303317 = -365276.669799
  nChanged 226
		SP:Iteration 2F (117639.400000 sec): 3 clusters
  Score: Raw -368037.985532 + Penalty 2605.303317 = -365432.682215
  nChanged 174
		SP:Iteration 3F (117639.580000 sec): 3 clusters
  Score: Raw -368147.673352 + Penalty 2605.303317 = -365542.370035
  nChanged 130
		SP:Iteration 4Q (117639.750000 sec): 3 clusters
  Score: Raw -368232.819795 + Penalty 2605.303317 = -365627.516478
  nChanged 125
		SP:Iteration 5Q (117639.920000 sec): 3 clusters
  Score: Raw -368329.958800 + Penalty 2605.303317 = -365724.655483
  nChanged 141
		SP:Iteration 6Q (117640.100000 sec): 3 clusters
  Score: Raw -368454.341903 + Penalty 2605.303317 = -365849.038586
  nChanged 147
		SP:Iteration 7Q (117640.280000 sec): 3 clusters
  Score: Raw -368591.225516 + Penalty 2605.303317 = -365985.922199
  nChanged 126
		SP:Iteration 8Q (117640.450000 sec): 3 clusters
  Score: Raw -368717.155859 + Penalty 2605.303317 = -366111.852542
  nChanged 116
		SP:Iteration 9Q (117640.630000 sec): 3 clusters
  Score: Raw -368856.956743 + Penalty 2605.303317 = -366251.653426
  nChanged 107
		SP:Iteration 10Q (117640.800000 sec): 3 clusters
  Score: Raw -368970.766764 + Penalty 2605.303317 = -366365.463447
  nChanged 88
		SP:Iteration 11Q (117640.980000 sec): 3 clusters
  Score: Raw -369054.830821 + Penalty 2605.303317 = -366449.527504
  nChanged 74
		SP:Iteration 12Q (117641.150000 sec): 3 clusters
  Score: Raw -369125.748858 + Penalty 2605.303317 = -366520.445541
  nChanged 72
		SP:Iteration 13Q (117641.330000 sec): 3 clusters
  Score: Raw -369213.127903 + Penalty 2605.303317 = -366607.824586
  nChanged 71
		SP:Iteration 14Q (117641.500000 sec): 3 clusters
  Score: Raw -369298.406843 + Penalty 2605.303317 = -366693.103526
  nChanged 54
		SP:Iteration 15Q (117641.680000 sec): 3 clusters
  Score: Raw -369334.416891 + Penalty 2605.303317 = -366729.113574
  nChanged 36
		SP:Iteration 16Q (117641.860000 sec): 3 clusters
  Score: Raw -369354.807465 + Penalty 2605.303317 = -366749.504148
  nChanged 30
		SP:Iteration 17Q (117642.030000 sec): 3 clusters
  Score: Raw -369370.106691 + Penalty 2605.303317 = -366764.803374
  nChanged 20
		SP:Iteration 18Q (117642.210000 sec): 3 clusters
  Score: Raw -369378.023493 + Penalty 2605.303317 = -366772.720176
  nChanged 13
		SP:Iteration 19Q (117642.380000 sec): 3 clusters
  Score: Raw -369382.706468 + Penalty 2605.303317 = -366777.403151
  nChanged 9
		SP:Iteration 20F (117642.560000 sec): 3 clusters
  Score: Raw -369385.232439 + Penalty 2605.303317 = -366779.929122
  nChanged 5
		SP:Iteration 21Q (117642.740000 sec): 3 clusters
  Score: Raw -369386.303934 + Penalty 2605.303317 = -366781.000617
  nChanged 3
		SP:Iteration 22Q (117642.910000 sec): 3 clusters
  Score: Raw -369386.830093 + Penalty 2605.303317 = -366781.526776
  nChanged 2
		SP:Iteration 23Q (117643.090000 sec): 3 clusters
  Score: Raw -369387.201724 + Penalty 2605.303317 = -366781.898406
  nChanged 2
		SP:Iteration 24Q (117643.260000 sec): 3 clusters
  Score: Raw -369387.549246 + Penalty 2605.303317 = -366782.245929
  nChanged 2
		SP:Iteration 25Q (117643.440000 sec): 3 clusters
  Score: Raw -369388.000922 + Penalty 2605.303317 = -366782.697605
  nChanged 3
		SP:Iteration 26Q (117643.620000 sec): 3 clusters
  Score: Raw -369388.942640 + Penalty 2605.303317 = -366783.639323
  nChanged 2
		SP:Iteration 27Q (117643.790000 sec): 3 clusters
  Score: Raw -369389.910512 + Penalty 2605.303317 = -366784.607195
  nChanged 4
		SP:Iteration 28Q (117643.970000 sec): 3 clusters
  Score: Raw -369391.337978 + Penalty 2605.303317 = -366786.034661
  nChanged 3
		SP:Iteration 29Q (117644.150000 sec): 3 clusters
  Score: Raw -369392.539063 + Penalty 2605.303317 = -366787.235746
  nChanged 2
		SP:Iteration 30Q (117644.320000 sec): 3 clusters
  Score: Raw -369393.628080 + Penalty 2605.303317 = -366788.324763
  nChanged 5
		SP:Iteration 31Q (117644.500000 sec): 3 clusters
  Score: Raw -369395.181686 + Penalty 2605.303317 = -366789.878369
  nChanged 4
		SP:Iteration 32Q (117644.670000 sec): 3 clusters
  Score: Raw -369396.816951 + Penalty 2605.303317 = -366791.513634
  nChanged 8
		SP:Iteration 33Q (117644.850000 sec): 3 clusters
  Score: Raw -369398.989950 + Penalty 2605.303317 = -366793.686633
  nChanged 4
		SP:Iteration 34Q (117645.030000 sec): 3 clusters
  Score: Raw -369400.272013 + Penalty 2605.303317 = -366794.968696
  nChanged 3
		SP:Iteration 35Q (117645.200000 sec): 3 clusters
  Score: Raw -369401.077694 + Penalty 2605.303317 = -366795.774377
  nChanged 2
		SP:Iteration 36Q (117645.380000 sec): 3 clusters
  Score: Raw -369402.292274 + Penalty 2605.303317 = -366796.988957
  nChanged 1
		SP:Iteration 37Q (117645.550000 sec): 3 clusters
  Score: Raw -369402.645306 + Penalty 2605.303317 = -366797.341989
  nChanged 0
		SP:Iteration 38F (117645.730000 sec): 3 clusters
  Score: Raw -369402.645306 + Penalty 2605.303317 = -366797.341989
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 45 (1624 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (117645.840000 sec): 2 clusters
  Score: Raw -181250.385514 + Penalty 1201.305222 = -180049.080292
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (117646.020000 sec): 3 clusters
  Score: Raw -180621.066395 + Penalty 2402.610444 = -178218.455950
  nChanged 537
		SP:Iteration 1F (117646.200000 sec): 3 clusters
  Score: Raw -181012.142313 + Penalty 2402.610444 = -178609.531869
  nChanged 148
		SP:Iteration 2F (117646.370000 sec): 3 clusters
  Score: Raw -181176.287688 + Penalty 2402.610444 = -178773.677244
  nChanged 95
		SP:Iteration 3F (117646.550000 sec): 3 clusters
  Score: Raw -181292.407963 + Penalty 2402.610444 = -178889.797519
  nChanged 84
		SP:Iteration 4F (117646.730000 sec): 3 clusters
  Score: Raw -181366.828502 + Penalty 2402.610444 = -178964.218058
  nChanged 69
		SP:Iteration 5Q (117646.900000 sec): 3 clusters
  Score: Raw -181438.534005 + Penalty 2402.610444 = -179035.923560
  nChanged 54
		SP:Iteration 6Q (117647.080000 sec): 3 clusters
  Score: Raw -181488.361139 + Penalty 2402.610444 = -179085.750695
  nChanged 39
		SP:Iteration 7Q (117647.250000 sec): 3 clusters
  Score: Raw -181519.706570 + Penalty 2402.610444 = -179117.096126
  nChanged 32
		SP:Iteration 8Q (117647.430000 sec): 3 clusters
  Score: Raw -181547.268790 + Penalty 2402.610444 = -179144.658346
  nChanged 23
		SP:Iteration 9Q (117647.610000 sec): 3 clusters
  Score: Raw -181560.307574 + Penalty 2402.610444 = -179157.697130
  nChanged 10
		SP:Iteration 10Q (117647.780000 sec): 3 clusters
  Score: Raw -181565.627630 + Penalty 2402.610444 = -179163.017186
  nChanged 10
		SP:Iteration 11Q (117647.960000 sec): 3 clusters
  Score: Raw -181571.358191 + Penalty 2402.610444 = -179168.747746
  nChanged 10
		SP:Iteration 12Q (117648.130000 sec): 3 clusters
  Score: Raw -181574.459110 + Penalty 2402.610444 = -179171.848665
  nChanged 7
		SP:Iteration 13Q (117648.310000 sec): 3 clusters
  Score: Raw -181577.048271 + Penalty 2402.610444 = -179174.437827
  nChanged 4
		SP:Iteration 14Q (117648.480000 sec): 3 clusters
  Score: Raw -181582.380923 + Penalty 2402.610444 = -179179.770478
  nChanged 5
		SP:Iteration 15Q (117648.660000 sec): 3 clusters
  Score: Raw -181585.474812 + Penalty 2402.610444 = -179182.864368
  nChanged 4
		SP:Iteration 16Q (117648.830000 sec): 3 clusters
  Score: Raw -181587.528419 + Penalty 2402.610444 = -179184.917975
  nChanged 2
		SP:Iteration 17Q (117649.010000 sec): 3 clusters
  Score: Raw -181589.443199 + Penalty 2402.610444 = -179186.832754
  nChanged 2
		SP:Iteration 18Q (117649.190000 sec): 3 clusters
  Score: Raw -181590.420506 + Penalty 2402.610444 = -179187.810062
  nChanged 3
		SP:Iteration 19Q (117649.360000 sec): 3 clusters
  Score: Raw -181591.394890 + Penalty 2402.610444 = -179188.784445
  nChanged 1
		SP:Iteration 20F (117649.540000 sec): 3 clusters
  Score: Raw -181591.560478 + Penalty 2402.610444 = -179188.950034
  nChanged 1
		SP:Iteration 21Q (117649.710000 sec): 3 clusters
  Score: Raw -181592.000647 + Penalty 2402.610444 = -179189.390203
  nChanged 1
		SP:Iteration 22Q (117649.890000 sec): 3 clusters
  Score: Raw -181592.471394 + Penalty 2402.610444 = -179189.860950
  nChanged 0
		SP:Iteration 23F (117650.070000 sec): 3 clusters
  Score: Raw -181592.471394 + Penalty 2402.610444 = -179189.860950
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 46 (21831 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (117650.270000 sec): 2 clusters
  Score: Raw -2531415.973468 + Penalty 1623.551517 = -2529792.421952
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (117650.620000 sec): 3 clusters
  Score: Raw -2518396.947119 + Penalty 3247.103034 = -2515149.844085
  nChanged 9797
		SP:Iteration 1F (117650.910000 sec): 3 clusters
  Score: Raw -2524171.392733 + Penalty 3247.103034 = -2520924.289699
  nChanged 1503
		SP:Iteration 2F (117651.260000 sec): 3 clusters
  Score: Raw -2525045.588878 + Penalty 3247.103034 = -2521798.485845
  nChanged 1484
		SP:Iteration 3F (117651.550000 sec): 3 clusters
  Score: Raw -2525951.982561 + Penalty 3247.103034 = -2522704.879527
  nChanged 1428
		SP:Iteration 4F (117651.900000 sec): 3 clusters
  Score: Raw -2526879.529377 + Penalty 3247.103034 = -2523632.426343
  nChanged 1410
		SP:Iteration 5F (117652.190000 sec): 3 clusters
  Score: Raw -2527881.402483 + Penalty 3247.103034 = -2524634.299450
  nChanged 1320
		SP:Iteration 6F (117652.530000 sec): 3 clusters
  Score: Raw -2528871.174225 + Penalty 3247.103034 = -2525624.071192
  nChanged 1205
		SP:Iteration 7F (117652.830000 sec): 3 clusters
  Score: Raw -2529698.009151 + Penalty 3247.103034 = -2526450.906118
  nChanged 966
		SP:Iteration 8Q (117653.170000 sec): 3 clusters
  Score: Raw -2530321.557931 + Penalty 3247.103034 = -2527074.454897
  nChanged 798
		SP:Iteration 9Q (117653.470000 sec): 3 clusters
  Score: Raw -2530777.587676 + Penalty 3247.103034 = -2527530.484643
  nChanged 635
		SP:Iteration 10Q (117653.810000 sec): 3 clusters
  Score: Raw -2531096.754897 + Penalty 3247.103034 = -2527849.651863
  nChanged 482
		SP:Iteration 11Q (117654.100000 sec): 3 clusters
  Score: Raw -2531328.595825 + Penalty 3247.103034 = -2528081.492792
  nChanged 418
		SP:Iteration 12Q (117654.440000 sec): 3 clusters
  Score: Raw -2531511.537195 + Penalty 3247.103034 = -2528264.434162
  nChanged 376
		SP:Iteration 13Q (117654.740000 sec): 3 clusters
  Score: Raw -2531658.876049 + Penalty 3247.103034 = -2528411.773015
  nChanged 322
		SP:Iteration 14Q (117655.120000 sec): 3 clusters
  Score: Raw -2531768.340277 + Penalty 3247.103034 = -2528521.237243
  nChanged 268
		SP:Iteration 15Q (117655.460000 sec): 3 clusters
  Score: Raw -2531846.900300 + Penalty 3247.103034 = -2528599.797267
  nChanged 223
		SP:Iteration 16Q (117655.750000 sec): 3 clusters
  Score: Raw -2531908.330106 + Penalty 3247.103034 = -2528661.227072
  nChanged 186
		SP:Iteration 17Q (117656.090000 sec): 3 clusters
  Score: Raw -2531956.027755 + Penalty 3247.103034 = -2528708.924721
  nChanged 157
		SP:Iteration 18Q (117656.390000 sec): 3 clusters
  Score: Raw -2531987.926912 + Penalty 3247.103034 = -2528740.823878
  nChanged 126
		SP:Iteration 19Q (117656.720000 sec): 3 clusters
  Score: Raw -2532012.993872 + Penalty 3247.103034 = -2528765.890839
  nChanged 107
		SP:Iteration 20F (117657.020000 sec): 3 clusters
  Score: Raw -2532033.578965 + Penalty 3247.103034 = -2528786.475932
  nChanged 92
		SP:Iteration 21Q (117657.350000 sec): 3 clusters
  Score: Raw -2532048.731389 + Penalty 3247.103034 = -2528801.628356
  nChanged 90
		SP:Iteration 22Q (117657.650000 sec): 3 clusters
  Score: Raw -2532061.966763 + Penalty 3247.103034 = -2528814.863729
  nChanged 86
		SP:Iteration 23Q (117657.990000 sec): 3 clusters
  Score: Raw -2532072.944240 + Penalty 3247.103034 = -2528825.841206
  nChanged 73
		SP:Iteration 24Q (117658.280000 sec): 3 clusters
  Score: Raw -2532082.007197 + Penalty 3247.103034 = -2528834.904164
  nChanged 51
		SP:Iteration 25Q (117658.620000 sec): 3 clusters
  Score: Raw -2532087.493144 + Penalty 3247.103034 = -2528840.390110
  nChanged 48
		SP:Iteration 26Q (117658.920000 sec): 3 clusters
  Score: Raw -2532092.543713 + Penalty 3247.103034 = -2528845.440679
  nChanged 53
		SP:Iteration 27Q (117659.260000 sec): 3 clusters
  Score: Raw -2532098.297577 + Penalty 3247.103034 = -2528851.194543
  nChanged 42
		SP:Iteration 28Q (117659.560000 sec): 3 clusters
  Score: Raw -2532102.042810 + Penalty 3247.103034 = -2528854.939777
  nChanged 36
		SP:Iteration 29Q (117659.900000 sec): 3 clusters
  Score: Raw -2532105.198300 + Penalty 3247.103034 = -2528858.095267
  nChanged 31
		SP:Iteration 30Q (117660.190000 sec): 3 clusters
  Score: Raw -2532108.426708 + Penalty 3247.103034 = -2528861.323674
  nChanged 20
		SP:Iteration 31Q (117660.530000 sec): 3 clusters
  Score: Raw -2532110.336464 + Penalty 3247.103034 = -2528863.233430
  nChanged 22
		SP:Iteration 32Q (117660.820000 sec): 3 clusters
  Score: Raw -2532112.174938 + Penalty 3247.103034 = -2528865.071905
  nChanged 20
		SP:Iteration 33Q (117661.120000 sec): 3 clusters
  Score: Raw -2532113.515038 + Penalty 3247.103034 = -2528866.412004
  nChanged 19
		SP:Iteration 34Q (117661.470000 sec): 3 clusters
  Score: Raw -2532114.969748 + Penalty 3247.103034 = -2528867.866715
  nChanged 16
		SP:Iteration 35Q (117661.770000 sec): 3 clusters
  Score: Raw -2532115.792338 + Penalty 3247.103034 = -2528868.689304
  nChanged 12
		SP:Iteration 36Q (117662.110000 sec): 3 clusters
  Score: Raw -2532116.483807 + Penalty 3247.103034 = -2528869.380773
  nChanged 6
		SP:Iteration 37Q (117662.450000 sec): 3 clusters
  Score: Raw -2532116.720425 + Penalty 3247.103034 = -2528869.617391
  nChanged 5
		SP:Iteration 38Q (117662.750000 sec): 3 clusters
  Score: Raw -2532117.111115 + Penalty 3247.103034 = -2528870.008082
  nChanged 3
		SP:Iteration 39Q (117663.090000 sec): 3 clusters
  Score: Raw -2532117.225380 + Penalty 3247.103034 = -2528870.122347
  nChanged 5
		SP:Iteration 40F (117663.440000 sec): 3 clusters
  Score: Raw -2532117.468356 + Penalty 3247.103034 = -2528870.365323
  nChanged 7
		SP:Iteration 41Q (117663.780000 sec): 3 clusters
  Score: Raw -2532117.896874 + Penalty 3247.103034 = -2528870.793840
  nChanged 7
		SP:Iteration 42Q (117664.080000 sec): 3 clusters
  Score: Raw -2532118.416315 + Penalty 3247.103034 = -2528871.313282
  nChanged 10
		SP:Iteration 43Q (117664.420000 sec): 3 clusters
  Score: Raw -2532119.167300 + Penalty 3247.103034 = -2528872.064267
  nChanged 11
		SP:Iteration 44Q (117664.720000 sec): 3 clusters
  Score: Raw -2532120.033945 + Penalty 3247.103034 = -2528872.930911
  nChanged 13
		SP:Iteration 45Q (117665.060000 sec): 3 clusters
  Score: Raw -2532120.975960 + Penalty 3247.103034 = -2528873.872927
  nChanged 15
		SP:Iteration 46Q (117665.360000 sec): 3 clusters
  Score: Raw -2532122.015266 + Penalty 3247.103034 = -2528874.912233
  nChanged 19
		SP:Iteration 47Q (117665.700000 sec): 3 clusters
  Score: Raw -2532123.281029 + Penalty 3247.103034 = -2528876.177995
  nChanged 17
		SP:Iteration 48Q (117666.050000 sec): 3 clusters
  Score: Raw -2532124.522383 + Penalty 3247.103034 = -2528877.419350
  nChanged 12
		SP:Iteration 49Q (117666.340000 sec): 3 clusters
  Score: Raw -2532125.455322 + Penalty 3247.103034 = -2528878.352289
  nChanged 9
		SP:Iteration 50Q (117666.690000 sec): 3 clusters
  Score: Raw -2532125.976636 + Penalty 3247.103034 = -2528878.873603
  nChanged 5
		SP:Iteration 51Q (117666.990000 sec): 3 clusters
  Score: Raw -2532126.351047 + Penalty 3247.103034 = -2528879.248014
  nChanged 6
		SP:Iteration 52Q (117667.280000 sec): 3 clusters
  Score: Raw -2532126.628593 + Penalty 3247.103034 = -2528879.525559
  nChanged 2
		SP:Iteration 53Q (117667.630000 sec): 3 clusters
  Score: Raw -2532126.713615 + Penalty 3247.103034 = -2528879.610581
  nChanged 3
		SP:Iteration 54Q (117667.930000 sec): 3 clusters
  Score: Raw -2532126.850263 + Penalty 3247.103034 = -2528879.747229
  nChanged 7
		SP:Iteration 55Q (117668.270000 sec): 3 clusters
  Score: Raw -2532127.369055 + Penalty 3247.103034 = -2528880.266022
  nChanged 11
		SP:Iteration 56Q (117668.570000 sec): 3 clusters
  Score: Raw -2532128.092748 + Penalty 3247.103034 = -2528880.989714
  nChanged 11
		SP:Iteration 57Q (117668.910000 sec): 3 clusters
  Score: Raw -2532128.813253 + Penalty 3247.103034 = -2528881.710220
  nChanged 9
		SP:Iteration 58Q (117669.210000 sec): 3 clusters
  Score: Raw -2532129.236815 + Penalty 3247.103034 = -2528882.133781
  nChanged 5
		SP:Iteration 59Q (117669.470000 sec): 3 clusters
  Score: Raw -2532129.576235 + Penalty 3247.103034 = -2528882.473201
  nChanged 8
		SP:Iteration 60F (117669.810000 sec): 3 clusters
  Score: Raw -2532130.092969 + Penalty 3247.103034 = -2528882.989936
  nChanged 6
		SP:Iteration 61Q (117670.190000 sec): 3 clusters
  Score: Raw -2532130.392222 + Penalty 3247.103034 = -2528883.289189
  nChanged 7
		SP:Iteration 62Q (117670.530000 sec): 3 clusters
  Score: Raw -2532130.722556 + Penalty 3247.103034 = -2528883.619522
  nChanged 5
		SP:Iteration 63Q (117670.820000 sec): 3 clusters
  Score: Raw -2532131.032390 + Penalty 3247.103034 = -2528883.929357
  nChanged 4
		SP:Iteration 64Q (117671.160000 sec): 3 clusters
  Score: Raw -2532131.241207 + Penalty 3247.103034 = -2528884.138174
  nChanged 2
		SP:Iteration 65Q (117671.450000 sec): 3 clusters
  Score: Raw -2532131.357258 + Penalty 3247.103034 = -2528884.254224
  nChanged 4
		SP:Iteration 66Q (117671.790000 sec): 3 clusters
  Score: Raw -2532131.732278 + Penalty 3247.103034 = -2528884.629245
  nChanged 6
		SP:Iteration 67Q (117672.090000 sec): 3 clusters
  Score: Raw -2532132.324014 + Penalty 3247.103034 = -2528885.220980
  nChanged 7
		SP:Iteration 68Q (117672.430000 sec): 3 clusters
  Score: Raw -2532132.713573 + Penalty 3247.103034 = -2528885.610540
  nChanged 3
		SP:Iteration 69Q (117672.720000 sec): 3 clusters
  Score: Raw -2532132.966090 + Penalty 3247.103034 = -2528885.863056
  nChanged 6
		SP:Iteration 70Q (117673.060000 sec): 3 clusters
  Score: Raw -2532133.342717 + Penalty 3247.103034 = -2528886.239684
  nChanged 5
		SP:Iteration 71Q (117673.360000 sec): 3 clusters
  Score: Raw -2532133.634659 + Penalty 3247.103034 = -2528886.531626
  nChanged 5
		SP:Iteration 72Q (117673.700000 sec): 3 clusters
  Score: Raw -2532134.047323 + Penalty 3247.103034 = -2528886.944290
  nChanged 8
		SP:Iteration 73Q (117674.000000 sec): 3 clusters
  Score: Raw -2532134.730774 + Penalty 3247.103034 = -2528887.627740
  nChanged 7
		SP:Iteration 74Q (117674.330000 sec): 3 clusters
  Score: Raw -2532135.063695 + Penalty 3247.103034 = -2528887.960662
  nChanged 3
		SP:Iteration 75Q (117674.630000 sec): 3 clusters
  Score: Raw -2532135.165386 + Penalty 3247.103034 = -2528888.062352
  nChanged 2
		SP:Iteration 76Q (117674.970000 sec): 3 clusters
  Score: Raw -2532135.267065 + Penalty 3247.103034 = -2528888.164032
  nChanged 2
		SP:Iteration 77Q (117675.260000 sec): 3 clusters
  Score: Raw -2532135.361289 + Penalty 3247.103034 = -2528888.258256
  nChanged 2
		SP:Iteration 78Q (117675.600000 sec): 3 clusters
  Score: Raw -2532135.437380 + Penalty 3247.103034 = -2528888.334346
  nChanged 4
		SP:Iteration 79Q (117675.900000 sec): 3 clusters
  Score: Raw -2532135.657251 + Penalty 3247.103034 = -2528888.554218
  nChanged 5
		SP:Iteration 80F (117676.240000 sec): 3 clusters
  Score: Raw -2532135.915494 + Penalty 3247.103034 = -2528888.812461
  nChanged 2
		SP:Iteration 81Q (117676.550000 sec): 3 clusters
  Score: Raw -2532135.993117 + Penalty 3247.103034 = -2528888.890083
  nChanged 0
		SP:Iteration 82F (117676.860000 sec): 3 clusters
  Score: Raw -2532135.993117 + Penalty 3247.103034 = -2528888.890083
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 47 (1143 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (117676.970000 sec): 2 clusters
  Score: Raw -149186.345918 + Penalty 1144.229395 = -148042.116522
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (117677.030000 sec): 3 clusters
  Score: Raw -148772.710885 + Penalty 2288.458791 = -146484.252094
  nChanged 371
		SP:Iteration 1F (117677.050000 sec): 3 clusters
  Score: Raw -149095.990026 + Penalty 2288.458791 = -146807.531235
  nChanged 105
		SP:Iteration 2F (117677.070000 sec): 3 clusters
  Score: Raw -149216.419715 + Penalty 2288.458791 = -146927.960925
  nChanged 57
		SP:Iteration 3Q (117677.110000 sec): 3 clusters
  Score: Raw -149265.072867 + Penalty 2288.458791 = -146976.614076
  nChanged 37
		SP:Iteration 4Q (117677.130000 sec): 3 clusters
  Score: Raw -149295.809532 + Penalty 2288.458791 = -147007.350741
  nChanged 27
		SP:Iteration 5Q (117677.170000 sec): 3 clusters
  Score: Raw -149317.238131 + Penalty 2288.458791 = -147028.779340
  nChanged 18
		SP:Iteration 6Q (117677.190000 sec): 3 clusters
  Score: Raw -149332.786376 + Penalty 2288.458791 = -147044.327586
  nChanged 10
		SP:Iteration 7Q (117677.220000 sec): 3 clusters
  Score: Raw -149340.706982 + Penalty 2288.458791 = -147052.248191
  nChanged 8
		SP:Iteration 8Q (117677.250000 sec): 3 clusters
  Score: Raw -149349.896572 + Penalty 2288.458791 = -147061.437781
  nChanged 6
		SP:Iteration 9Q (117677.280000 sec): 3 clusters
  Score: Raw -149355.106929 + Penalty 2288.458791 = -147066.648138
  nChanged 5
		SP:Iteration 10Q (117677.310000 sec): 3 clusters
  Score: Raw -149363.034441 + Penalty 2288.458791 = -147074.575650
  nChanged 13
		SP:Iteration 11Q (117677.340000 sec): 3 clusters
  Score: Raw -149372.157934 + Penalty 2288.458791 = -147083.699144
  nChanged 9
		SP:Iteration 12Q (117677.370000 sec): 3 clusters
  Score: Raw -149379.596420 + Penalty 2288.458791 = -147091.137630
  nChanged 6
		SP:Iteration 13Q (117677.400000 sec): 3 clusters
  Score: Raw -149385.712706 + Penalty 2288.458791 = -147097.253915
  nChanged 7
		SP:Iteration 14Q (117677.430000 sec): 3 clusters
  Score: Raw -149391.304041 + Penalty 2288.458791 = -147102.845250
  nChanged 6
		SP:Iteration 15Q (117677.460000 sec): 3 clusters
  Score: Raw -149398.105567 + Penalty 2288.458791 = -147109.646776
  nChanged 8
		SP:Iteration 16Q (117677.490000 sec): 3 clusters
  Score: Raw -149404.145811 + Penalty 2288.458791 = -147115.687021
  nChanged 8
		SP:Iteration 17Q (117677.520000 sec): 3 clusters
  Score: Raw -149408.383666 + Penalty 2288.458791 = -147119.924875
  nChanged 5
		SP:Iteration 18Q (117677.550000 sec): 3 clusters
  Score: Raw -149412.161903 + Penalty 2288.458791 = -147123.703112
  nChanged 6
		SP:Iteration 19Q (117677.580000 sec): 3 clusters
  Score: Raw -149416.507447 + Penalty 2288.458791 = -147128.048656
  nChanged 5
		SP:Iteration 20F (117677.610000 sec): 3 clusters
  Score: Raw -149420.390175 + Penalty 2288.458791 = -147131.931384
  nChanged 6
		SP:Iteration 21Q (117677.640000 sec): 3 clusters
  Score: Raw -149424.536167 + Penalty 2288.458791 = -147136.077377
  nChanged 3
		SP:Iteration 22Q (117677.670000 sec): 3 clusters
  Score: Raw -149426.785107 + Penalty 2288.458791 = -147138.326316
  nChanged 4
		SP:Iteration 23Q (117677.700000 sec): 3 clusters
  Score: Raw -149429.774264 + Penalty 2288.458791 = -147141.315473
  nChanged 11
		SP:Iteration 24Q (117677.730000 sec): 3 clusters
  Score: Raw -149440.695909 + Penalty 2288.458791 = -147152.237119
  nChanged 9
		SP:Iteration 25Q (117677.760000 sec): 3 clusters
  Score: Raw -149447.425945 + Penalty 2288.458791 = -147158.967155
  nChanged 5
		SP:Iteration 26Q (117677.790000 sec): 3 clusters
  Score: Raw -149450.601911 + Penalty 2288.458791 = -147162.143121
  nChanged 3
		SP:Iteration 27Q (117677.820000 sec): 3 clusters
  Score: Raw -149452.245871 + Penalty 2288.458791 = -147163.787080
  nChanged 3
		SP:Iteration 28Q (117677.850000 sec): 3 clusters
  Score: Raw -149454.595858 + Penalty 2288.458791 = -147166.137067
  nChanged 4
		SP:Iteration 29Q (117677.880000 sec): 3 clusters
  Score: Raw -149457.798223 + Penalty 2288.458791 = -147169.339433
  nChanged 1
		SP:Iteration 30Q (117677.910000 sec): 3 clusters
  Score: Raw -149458.550599 + Penalty 2288.458791 = -147170.091808
  nChanged 0
		SP:Iteration 31F (117677.940000 sec): 3 clusters
  Score: Raw -149458.550599 + Penalty 2288.458791 = -147170.091808
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 48 (213 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (117677.980000 sec): 2 clusters
  Score: Raw -16052.996370 + Penalty 871.209977 = -15181.786393
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (117677.990000 sec): 3 clusters
  Score: Raw -16198.139431 + Penalty 1742.419954 = -14455.719477
  nChanged 34
		SP:Iteration 1F (117678.000000 sec): 3 clusters
  Score: Raw -16306.646041 + Penalty 1742.419954 = -14564.226087
  nChanged 10
		SP:Iteration 2Q (117678.000000 sec): 3 clusters
  Score: Raw -16342.561787 + Penalty 1742.419954 = -14600.141833
  nChanged 4
		SP:Iteration 3Q (117678.010000 sec): 3 clusters
  Score: Raw -16348.387419 + Penalty 1742.419954 = -14605.967465
  nChanged 2
		SP:Iteration 4Q (117678.020000 sec): 3 clusters
  Score: Raw -16358.285734 + Penalty 1742.419954 = -14615.865780
  nChanged 3
		SP:Iteration 5Q (117678.030000 sec): 3 clusters
  Score: Raw -16367.715684 + Penalty 1742.419954 = -14625.295730
  nChanged 2
		SP:Iteration 6Q (117678.030000 sec): 3 clusters
  Score: Raw -16373.678546 + Penalty 1742.419954 = -14631.258592
  nChanged 2
		SP:Iteration 7Q (117678.040000 sec): 3 clusters
  Score: Raw -16383.416848 + Penalty 1742.419954 = -14640.996894
  nChanged 2
		SP:Iteration 8Q (117678.050000 sec): 3 clusters
  Score: Raw -16390.189870 + Penalty 1742.419954 = -14647.769917
  nChanged 1
		SP:Iteration 9Q (117678.060000 sec): 3 clusters
  Score: Raw -16393.938858 + Penalty 1742.419954 = -14651.518904
  nChanged 0
		SP:Iteration 10F (117678.070000 sec): 3 clusters
  Score: Raw -16393.938858 + Penalty 1742.419954 = -14651.518904
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 49 (17180 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (117678.260000 sec): 2 clusters
  Score: Raw -2075224.068760 + Penalty 1584.618944 = -2073639.449815
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (117678.570000 sec): 3 clusters
  Score: Raw -2065090.153821 + Penalty 3169.237889 = -2061920.915933
  nChanged 7665
		SP:Iteration 1F (117678.860000 sec): 3 clusters
  Score: Raw -2069522.598211 + Penalty 3169.237889 = -2066353.360323
  nChanged 1081
		SP:Iteration 2F (117679.160000 sec): 3 clusters
  Score: Raw -2070221.633096 + Penalty 3169.237889 = -2067052.395208
  nChanged 1077
		SP:Iteration 3F (117679.450000 sec): 3 clusters
  Score: Raw -2070993.534480 + Penalty 3169.237889 = -2067824.296592
  nChanged 1088
		SP:Iteration 4F (117679.770000 sec): 3 clusters
  Score: Raw -2071784.597020 + Penalty 3169.237889 = -2068615.359131
  nChanged 1080
		SP:Iteration 5F (117680.080000 sec): 3 clusters
  Score: Raw -2072468.317601 + Penalty 3169.237889 = -2069299.079712
  nChanged 955
		SP:Iteration 6F (117680.370000 sec): 3 clusters
  Score: Raw -2073029.513192 + Penalty 3169.237889 = -2069860.275304
  nChanged 820
		SP:Iteration 7Q (117680.670000 sec): 3 clusters
  Score: Raw -2073472.371369 + Penalty 3169.237889 = -2070303.133481
  nChanged 713
		SP:Iteration 8Q (117680.960000 sec): 3 clusters
  Score: Raw -2073830.889809 + Penalty 3169.237889 = -2070661.651920
  nChanged 560
		SP:Iteration 9Q (117681.250000 sec): 3 clusters
  Score: Raw -2074089.006747 + Penalty 3169.237889 = -2070919.768858
  nChanged 464
		SP:Iteration 10Q (117681.550000 sec): 3 clusters
  Score: Raw -2074288.082460 + Penalty 3169.237889 = -2071118.844571
  nChanged 392
		SP:Iteration 11Q (117681.840000 sec): 3 clusters
  Score: Raw -2074447.428988 + Penalty 3169.237889 = -2071278.191100
  nChanged 342
		SP:Iteration 12Q (117682.130000 sec): 3 clusters
  Score: Raw -2074587.267677 + Penalty 3169.237889 = -2071418.029788
  nChanged 301
		SP:Iteration 13Q (117682.430000 sec): 3 clusters
  Score: Raw -2074710.362199 + Penalty 3169.237889 = -2071541.124310
  nChanged 273
		SP:Iteration 14Q (117682.720000 sec): 3 clusters
  Score: Raw -2074834.260072 + Penalty 3169.237889 = -2071665.022184
  nChanged 259
		SP:Iteration 15Q (117683.010000 sec): 3 clusters
  Score: Raw -2074952.515314 + Penalty 3169.237889 = -2071783.277426
  nChanged 236
		SP:Iteration 16Q (117683.310000 sec): 3 clusters
  Score: Raw -2075049.929143 + Penalty 3169.237889 = -2071880.691255
  nChanged 237
		SP:Iteration 17Q (117683.530000 sec): 3 clusters
  Score: Raw -2075129.348914 + Penalty 3169.237889 = -2071960.111025
  nChanged 191
		SP:Iteration 18Q (117683.820000 sec): 3 clusters
  Score: Raw -2075185.311133 + Penalty 3169.237889 = -2072016.073244
  nChanged 158
		SP:Iteration 19Q (117684.120000 sec): 3 clusters
  Score: Raw -2075222.995946 + Penalty 3169.237889 = -2072053.758058
  nChanged 115
		SP:Iteration 20F (117684.410000 sec): 3 clusters
  Score: Raw -2075240.154838 + Penalty 3169.237889 = -2072070.916950
  nChanged 74
		SP:Iteration 21Q (117684.710000 sec): 3 clusters
  Score: Raw -2075249.792266 + Penalty 3169.237889 = -2072080.554378
  nChanged 72
		SP:Iteration 22Q (117685.010000 sec): 3 clusters
  Score: Raw -2075258.488709 + Penalty 3169.237889 = -2072089.250821
  nChanged 48
		SP:Iteration 23Q (117685.290000 sec): 3 clusters
  Score: Raw -2075264.132564 + Penalty 3169.237889 = -2072094.894676
  nChanged 52
		SP:Iteration 24Q (117685.590000 sec): 3 clusters
  Score: Raw -2075270.636648 + Penalty 3169.237889 = -2072101.398760
  nChanged 56
		SP:Iteration 25Q (117685.890000 sec): 3 clusters
  Score: Raw -2075277.996732 + Penalty 3169.237889 = -2072108.758844
  nChanged 48
		SP:Iteration 26Q (117686.140000 sec): 3 clusters
  Score: Raw -2075283.327917 + Penalty 3169.237889 = -2072114.090029
  nChanged 46
		SP:Iteration 27Q (117686.440000 sec): 3 clusters
  Score: Raw -2075288.953496 + Penalty 3169.237889 = -2072119.715608
  nChanged 35
		SP:Iteration 28Q (117686.720000 sec): 3 clusters
  Score: Raw -2075292.640102 + Penalty 3169.237889 = -2072123.402214
  nChanged 32
		SP:Iteration 29Q (117687.010000 sec): 3 clusters
  Score: Raw -2075295.917241 + Penalty 3169.237889 = -2072126.679352
  nChanged 28
		SP:Iteration 30Q (117687.300000 sec): 3 clusters
  Score: Raw -2075299.218040 + Penalty 3169.237889 = -2072129.980152
  nChanged 28
		SP:Iteration 31Q (117687.600000 sec): 3 clusters
  Score: Raw -2075301.573474 + Penalty 3169.237889 = -2072132.335586
  nChanged 21
		SP:Iteration 32Q (117687.900000 sec): 3 clusters
  Score: Raw -2075302.795028 + Penalty 3169.237889 = -2072133.557140
  nChanged 14
		SP:Iteration 33Q (117688.100000 sec): 3 clusters
  Score: Raw -2075303.743028 + Penalty 3169.237889 = -2072134.505140
  nChanged 11
		SP:Iteration 34Q (117688.300000 sec): 3 clusters
  Score: Raw -2075304.358968 + Penalty 3169.237889 = -2072135.121079
  nChanged 13
		SP:Iteration 35Q (117688.620000 sec): 3 clusters
  Score: Raw -2075305.110914 + Penalty 3169.237889 = -2072135.873026
  nChanged 16
		SP:Iteration 36Q (117688.920000 sec): 3 clusters
  Score: Raw -2075306.474296 + Penalty 3169.237889 = -2072137.236408
  nChanged 21
		SP:Iteration 37Q (117689.210000 sec): 3 clusters
  Score: Raw -2075307.955364 + Penalty 3169.237889 = -2072138.717476
  nChanged 23
		SP:Iteration 38Q (117689.500000 sec): 3 clusters
  Score: Raw -2075309.482154 + Penalty 3169.237889 = -2072140.244265
  nChanged 14
		SP:Iteration 39Q (117689.800000 sec): 3 clusters
  Score: Raw -2075310.507668 + Penalty 3169.237889 = -2072141.269779
  nChanged 20
		SP:Iteration 40F (117690.100000 sec): 3 clusters
  Score: Raw -2075312.265828 + Penalty 3169.237889 = -2072143.027939
  nChanged 29
		SP:Iteration 41Q (117690.390000 sec): 3 clusters
  Score: Raw -2075314.820232 + Penalty 3169.237889 = -2072145.582343
  nChanged 32
		SP:Iteration 42Q (117690.680000 sec): 3 clusters
  Score: Raw -2075317.396878 + Penalty 3169.237889 = -2072148.158989
  nChanged 32
		SP:Iteration 43Q (117690.980000 sec): 3 clusters
  Score: Raw -2075320.002342 + Penalty 3169.237889 = -2072150.764454
  nChanged 29
		SP:Iteration 44Q (117691.270000 sec): 3 clusters
  Score: Raw -2075322.344380 + Penalty 3169.237889 = -2072153.106492
  nChanged 38
		SP:Iteration 45Q (117691.560000 sec): 3 clusters
  Score: Raw -2075325.708771 + Penalty 3169.237889 = -2072156.470882
  nChanged 33
		SP:Iteration 46Q (117691.860000 sec): 3 clusters
  Score: Raw -2075328.754860 + Penalty 3169.237889 = -2072159.516972
  nChanged 31
		SP:Iteration 47Q (117692.150000 sec): 3 clusters
  Score: Raw -2075331.903192 + Penalty 3169.237889 = -2072162.665304
  nChanged 30
		SP:Iteration 48Q (117692.440000 sec): 3 clusters
  Score: Raw -2075335.105068 + Penalty 3169.237889 = -2072165.867180
  nChanged 33
		SP:Iteration 49Q (117692.740000 sec): 3 clusters
  Score: Raw -2075338.342386 + Penalty 3169.237889 = -2072169.104498
  nChanged 35
		SP:Iteration 50Q (117693.040000 sec): 3 clusters
  Score: Raw -2075342.446260 + Penalty 3169.237889 = -2072173.208372
  nChanged 46
		SP:Iteration 51Q (117693.330000 sec): 3 clusters
  Score: Raw -2075349.492417 + Penalty 3169.237889 = -2072180.254529
  nChanged 55
		SP:Iteration 52Q (117693.630000 sec): 3 clusters
  Score: Raw -2075357.445535 + Penalty 3169.237889 = -2072188.207647
  nChanged 62
		SP:Iteration 53Q (117693.920000 sec): 3 clusters
  Score: Raw -2075368.800436 + Penalty 3169.237889 = -2072199.562548
  nChanged 84
		SP:Iteration 54Q (117694.210000 sec): 3 clusters
  Score: Raw -2075388.115397 + Penalty 3169.237889 = -2072218.877509
  nChanged 110
		SP:Iteration 55Q (117694.510000 sec): 3 clusters
  Score: Raw -2075416.299096 + Penalty 3169.237889 = -2072247.061207
  nChanged 127
		SP:Iteration 56Q (117694.800000 sec): 3 clusters
  Score: Raw -2075448.325104 + Penalty 3169.237889 = -2072279.087216
  nChanged 123
		SP:Iteration 57Q (117695.090000 sec): 3 clusters
  Score: Raw -2075482.837952 + Penalty 3169.237889 = -2072313.600064
  nChanged 137
		SP:Iteration 58Q (117695.380000 sec): 3 clusters
  Score: Raw -2075525.006113 + Penalty 3169.237889 = -2072355.768224
  nChanged 161
		SP:Iteration 59Q (117695.680000 sec): 3 clusters
  Score: Raw -2075578.003366 + Penalty 3169.237889 = -2072408.765477
  nChanged 165
		SP:Iteration 60F (117695.970000 sec): 3 clusters
  Score: Raw -2075628.820107 + Penalty 3169.237889 = -2072459.582218
  nChanged 150
		SP:Iteration 61Q (117696.300000 sec): 3 clusters
  Score: Raw -2075671.191312 + Penalty 3169.237889 = -2072501.953423
  nChanged 149
		SP:Iteration 62Q (117696.640000 sec): 3 clusters
  Score: Raw -2075714.294639 + Penalty 3169.237889 = -2072545.056751
  nChanged 151
		SP:Iteration 63Q (117696.980000 sec): 3 clusters
  Score: Raw -2075759.022638 + Penalty 3169.237889 = -2072589.784749
  nChanged 150
		SP:Iteration 64Q (117697.220000 sec): 3 clusters
  Score: Raw -2075802.442660 + Penalty 3169.237889 = -2072633.204771
  nChanged 139
		SP:Iteration 65Q (117697.540000 sec): 3 clusters
  Score: Raw -2075851.265363 + Penalty 3169.237889 = -2072682.027475
  nChanged 149
		SP:Iteration 66Q (117697.820000 sec): 3 clusters
  Score: Raw -2075906.008461 + Penalty 3169.237889 = -2072736.770573
  nChanged 153
		SP:Iteration 67Q (117698.070000 sec): 3 clusters
  Score: Raw -2075977.003633 + Penalty 3169.237889 = -2072807.765744
  nChanged 181
		SP:Iteration 68Q (117698.350000 sec): 3 clusters
  Score: Raw -2076068.236758 + Penalty 3169.237889 = -2072898.998870
  nChanged 178
		SP:Iteration 69Q (117698.640000 sec): 3 clusters
  Score: Raw -2076149.597280 + Penalty 3169.237889 = -2072980.359391
  nChanged 182
		SP:Iteration 70Q (117698.940000 sec): 3 clusters
  Score: Raw -2076243.580834 + Penalty 3169.237889 = -2073074.342945
  nChanged 177
		SP:Iteration 71Q (117699.230000 sec): 3 clusters
  Score: Raw -2076337.115530 + Penalty 3169.237889 = -2073167.877642
  nChanged 158
		SP:Iteration 72Q (117699.570000 sec): 3 clusters
  Score: Raw -2076430.724723 + Penalty 3169.237889 = -2073261.486835
  nChanged 145
		SP:Iteration 73Q (117699.850000 sec): 3 clusters
  Score: Raw -2076504.497339 + Penalty 3169.237889 = -2073335.259450
  nChanged 120
		SP:Iteration 74Q (117700.140000 sec): 3 clusters
  Score: Raw -2076549.689430 + Penalty 3169.237889 = -2073380.451541
  nChanged 82
		SP:Iteration 75Q (117700.420000 sec): 3 clusters
  Score: Raw -2076574.769422 + Penalty 3169.237889 = -2073405.531534
  nChanged 72
		SP:Iteration 76Q (117700.690000 sec): 3 clusters
  Score: Raw -2076591.142968 + Penalty 3169.237889 = -2073421.905079
  nChanged 68
		SP:Iteration 77Q (117700.980000 sec): 3 clusters
  Score: Raw -2076609.689561 + Penalty 3169.237889 = -2073440.451672
  nChanged 55
		SP:Iteration 78Q (117701.280000 sec): 3 clusters
  Score: Raw -2076620.761433 + Penalty 3169.237889 = -2073451.523545
  nChanged 49
		SP:Iteration 79Q (117701.580000 sec): 3 clusters
  Score: Raw -2076631.841773 + Penalty 3169.237889 = -2073462.603884
  nChanged 36
		SP:Iteration 80F (117701.870000 sec): 3 clusters
  Score: Raw -2076641.663203 + Penalty 3169.237889 = -2073472.425314
  nChanged 38
		SP:Iteration 81Q (117702.170000 sec): 3 clusters
  Score: Raw -2076648.693583 + Penalty 3169.237889 = -2073479.455694
  nChanged 25
		SP:Iteration 82Q (117702.460000 sec): 3 clusters
  Score: Raw -2076653.031214 + Penalty 3169.237889 = -2073483.793326
  nChanged 16
		SP:Iteration 83Q (117702.760000 sec): 3 clusters
  Score: Raw -2076655.103561 + Penalty 3169.237889 = -2073485.865673
  nChanged 9
		SP:Iteration 84Q (117703.090000 sec): 3 clusters
  Score: Raw -2076655.787006 + Penalty 3169.237889 = -2073486.549118
  nChanged 6
		SP:Iteration 85Q (117703.370000 sec): 3 clusters
  Score: Raw -2076656.191704 + Penalty 3169.237889 = -2073486.953815
  nChanged 4
		SP:Iteration 86Q (117703.640000 sec): 3 clusters
  Score: Raw -2076656.466831 + Penalty 3169.237889 = -2073487.228942
  nChanged 3
		SP:Iteration 87Q (117703.980000 sec): 3 clusters
  Score: Raw -2076656.670251 + Penalty 3169.237889 = -2073487.432363
  nChanged 1
		SP:Iteration 88Q (117704.130000 sec): 3 clusters
  Score: Raw -2076656.712979 + Penalty 3169.237889 = -2073487.475091
  nChanged 1
		SP:Iteration 89Q (117704.360000 sec): 3 clusters
  Score: Raw -2076656.754676 + Penalty 3169.237889 = -2073487.516787
  nChanged 0
		SP:Iteration 90F (117704.690000 sec): 3 clusters
  Score: Raw -2076656.754676 + Penalty 3169.237889 = -2073487.516787
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 50 (521 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (117704.800000 sec): 2 clusters
  Score: Raw -63580.827223 + Penalty 1016.559382 = -62564.267841
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (117704.970000 sec): 3 clusters
  Score: Raw -63499.962341 + Penalty 2033.118764 = -61466.843578
  nChanged 125
		SP:Iteration 1F (117705.100000 sec): 3 clusters
  Score: Raw -63665.164006 + Penalty 2033.118764 = -61632.045242
  nChanged 29
		SP:Iteration 2F (117705.120000 sec): 3 clusters
  Score: Raw -63708.275532 + Penalty 2033.118764 = -61675.156768
  nChanged 10
		SP:Iteration 3Q (117705.130000 sec): 3 clusters
  Score: Raw -63726.952445 + Penalty 2033.118764 = -61693.833681
  nChanged 5
		SP:Iteration 4Q (117705.140000 sec): 3 clusters
  Score: Raw -63734.111836 + Penalty 2033.118764 = -61700.993072
  nChanged 2
		SP:Iteration 5Q (117705.150000 sec): 3 clusters
  Score: Raw -63736.280872 + Penalty 2033.118764 = -61703.162108
  nChanged 1
		SP:Iteration 6Q (117705.160000 sec): 3 clusters
  Score: Raw -63737.069771 + Penalty 2033.118764 = -61703.951007
  nChanged 0
		SP:Iteration 7F (117705.180000 sec): 3 clusters
  Score: Raw -63737.069771 + Penalty 2033.118764 = -61703.951007
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 51 (13321 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (117705.340000 sec): 2 clusters
  Score: Raw -1688771.082983 + Penalty 1543.278265 = -1687227.804718
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (117705.610000 sec): 3 clusters
  Score: Raw -1681026.136241 + Penalty 3086.556530 = -1677939.579711
  nChanged 5834
		SP:Iteration 1F (117705.870000 sec): 3 clusters
  Score: Raw -1684020.387144 + Penalty 3086.556530 = -1680933.830613
  nChanged 673
		SP:Iteration 2F (117706.070000 sec): 3 clusters
  Score: Raw -1684274.067216 + Penalty 3086.556530 = -1681187.510686
  nChanged 645
		SP:Iteration 3Q (117706.360000 sec): 3 clusters
  Score: Raw -1684492.857282 + Penalty 3086.556530 = -1681406.300752
  nChanged 551
		SP:Iteration 4Q (117706.680000 sec): 3 clusters
  Score: Raw -1684703.047205 + Penalty 3086.556530 = -1681616.490674
  nChanged 563
		SP:Iteration 5Q (117706.890000 sec): 3 clusters
  Score: Raw -1684928.030252 + Penalty 3086.556530 = -1681841.473722
  nChanged 584
		SP:Iteration 6Q (117707.160000 sec): 3 clusters
  Score: Raw -1685179.551215 + Penalty 3086.556530 = -1682092.994685
  nChanged 616
		SP:Iteration 7Q (117707.370000 sec): 3 clusters
  Score: Raw -1685489.086719 + Penalty 3086.556530 = -1682402.530189
  nChanged 670
		SP:Iteration 8F (117707.600000 sec): 3 clusters
  Score: Raw -1685902.123781 + Penalty 3086.556530 = -1682815.567251
  nChanged 720
		SP:Iteration 9F (117707.830000 sec): 3 clusters
  Score: Raw -1686405.667935 + Penalty 3086.556530 = -1683319.111404
  nChanged 740
		SP:Iteration 10F (117708.110000 sec): 3 clusters
  Score: Raw -1686990.658739 + Penalty 3086.556530 = -1683904.102209
  nChanged 679
		SP:Iteration 11F (117708.290000 sec): 3 clusters
  Score: Raw -1687554.656272 + Penalty 3086.556530 = -1684468.099742
  nChanged 529
		SP:Iteration 12Q (117708.570000 sec): 3 clusters
  Score: Raw -1687976.749612 + Penalty 3086.556530 = -1684890.193081
  nChanged 405
		SP:Iteration 13Q (117708.860000 sec): 3 clusters
  Score: Raw -1688304.557390 + Penalty 3086.556530 = -1685218.000860
  nChanged 297
		SP:Iteration 14Q (117709.150000 sec): 3 clusters
  Score: Raw -1688552.521500 + Penalty 3086.556530 = -1685465.964970
  nChanged 182
		SP:Iteration 15Q (117709.350000 sec): 3 clusters
  Score: Raw -1688708.403991 + Penalty 3086.556530 = -1685621.847460
  nChanged 104
		SP:Iteration 16Q (117709.590000 sec): 3 clusters
  Score: Raw -1688803.122433 + Penalty 3086.556530 = -1685716.565903
  nChanged 84
		SP:Iteration 17Q (117709.880000 sec): 3 clusters
  Score: Raw -1688869.547270 + Penalty 3086.556530 = -1685782.990740
  nChanged 40
		SP:Iteration 18Q (117710.120000 sec): 3 clusters
  Score: Raw -1688901.277297 + Penalty 3086.556530 = -1685814.720767
  nChanged 27
		SP:Iteration 19Q (117710.350000 sec): 3 clusters
  Score: Raw -1688922.899935 + Penalty 3086.556530 = -1685836.343404
  nChanged 17
		SP:Iteration 20F (117710.640000 sec): 3 clusters
  Score: Raw -1688938.727024 + Penalty 3086.556530 = -1685852.170494
  nChanged 14
		SP:Iteration 21Q (117710.920000 sec): 3 clusters
  Score: Raw -1688948.572070 + Penalty 3086.556530 = -1685862.015540
  nChanged 8
		SP:Iteration 22Q (117711.160000 sec): 3 clusters
  Score: Raw -1688954.746993 + Penalty 3086.556530 = -1685868.190463
  nChanged 7
		SP:Iteration 23Q (117711.450000 sec): 3 clusters
  Score: Raw -1688959.468590 + Penalty 3086.556530 = -1685872.912060
  nChanged 0
		SP:Iteration 24F (117711.720000 sec): 3 clusters
  Score: Raw -1688959.468590 + Penalty 3086.556530 = -1685872.912060
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 52 (161 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (117711.780000 sec): 2 clusters
  Score: Raw -12907.624373 + Penalty 825.728209 = -12081.896163
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (117711.930000 sec): 3 clusters
  Score: Raw -13087.843519 + Penalty 1651.456419 = -11436.387100
  nChanged 27
		SP:Iteration 1F (117712.100000 sec): 3 clusters
  Score: Raw -13269.208774 + Penalty 1651.456419 = -11617.752356
  nChanged 7
		SP:Iteration 2Q (117712.280000 sec): 3 clusters
  Score: Raw -13323.468632 + Penalty 1651.456419 = -11672.012213
  nChanged 4
		SP:Iteration 3Q (117712.450000 sec): 3 clusters
  Score: Raw -13351.257489 + Penalty 1651.456419 = -11699.801070
  nChanged 1
		SP:Iteration 4Q (117712.630000 sec): 3 clusters
  Score: Raw -13362.361439 + Penalty 1651.456419 = -11710.905021
  nChanged 1
		SP:Iteration 5Q (117712.810000 sec): 3 clusters
  Score: Raw -13373.024766 + Penalty 1651.456419 = -11721.568347
  nChanged 0
		SP:Iteration 6F (117712.980000 sec): 3 clusters
  Score: Raw -13373.024766 + Penalty 1651.456419 = -11721.568347
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 53 (316 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (117713.070000 sec): 2 clusters
  Score: Raw -35791.683634 + Penalty 935.308110 = -34856.375524
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (117713.250000 sec): 3 clusters
  Score: Raw -35820.728775 + Penalty 1870.616219 = -33950.112556
  nChanged 54
		SP:Iteration 1F (117713.420000 sec): 3 clusters
  Score: Raw -35921.057184 + Penalty 1870.616219 = -34050.440964
  nChanged 17
		SP:Iteration 2F (117713.600000 sec): 3 clusters
  Score: Raw -35968.641103 + Penalty 1870.616219 = -34098.024884
  nChanged 5
		SP:Iteration 3Q (117713.770000 sec): 3 clusters
  Score: Raw -35978.487417 + Penalty 1870.616219 = -34107.871198
  nChanged 3
		SP:Iteration 4Q (117713.950000 sec): 3 clusters
  Score: Raw -35984.876574 + Penalty 1870.616219 = -34114.260355
  nChanged 1
		SP:Iteration 5Q (117714.130000 sec): 3 clusters
  Score: Raw -35986.337622 + Penalty 1870.616219 = -34115.721402
  nChanged 0
		SP:Iteration 6F (117714.300000 sec): 3 clusters
  Score: Raw -35986.337622 + Penalty 1870.616219 = -34115.721402
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 54 (2254 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (117714.370000 sec): 2 clusters
  Score: Raw -252306.736799 + Penalty 1254.575025 = -251052.161774
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (117714.550000 sec): 3 clusters
  Score: Raw -251333.544339 + Penalty 2509.150051 = -248824.394289
  nChanged 845
		SP:Iteration 1F (117714.730000 sec): 3 clusters
  Score: Raw -251979.200454 + Penalty 2509.150051 = -249470.050403
  nChanged 179
		SP:Iteration 2F (117714.900000 sec): 3 clusters
  Score: Raw -252189.536859 + Penalty 2509.150051 = -249680.386808
  nChanged 135
		SP:Iteration 3F (117715.080000 sec): 3 clusters
  Score: Raw -252344.042475 + Penalty 2509.150051 = -249834.892424
  nChanged 113
		SP:Iteration 4F (117715.250000 sec): 3 clusters
  Score: Raw -252456.707330 + Penalty 2509.150051 = -249947.557279
  nChanged 106
		SP:Iteration 5Q (117715.380000 sec): 3 clusters
  Score: Raw -252570.010942 + Penalty 2509.150051 = -250060.860891
  nChanged 102
		SP:Iteration 6Q (117715.560000 sec): 3 clusters
  Score: Raw -252692.405853 + Penalty 2509.150051 = -250183.255802
  nChanged 83
		SP:Iteration 7Q (117715.730000 sec): 3 clusters
  Score: Raw -252786.372536 + Penalty 2509.150051 = -250277.222486
  nChanged 77
		SP:Iteration 8Q (117715.910000 sec): 3 clusters
  Score: Raw -252872.313742 + Penalty 2509.150051 = -250363.163692
  nChanged 64
		SP:Iteration 9Q (117716.070000 sec): 3 clusters
  Score: Raw -252941.275187 + Penalty 2509.150051 = -250432.125136
  nChanged 42
		SP:Iteration 10Q (117716.230000 sec): 3 clusters
  Score: Raw -252995.507166 + Penalty 2509.150051 = -250486.357116
  nChanged 42
		SP:Iteration 11Q (117716.390000 sec): 3 clusters
  Score: Raw -253048.848473 + Penalty 2509.150051 = -250539.698422
  nChanged 51
		SP:Iteration 12Q (117716.550000 sec): 3 clusters
  Score: Raw -253121.992297 + Penalty 2509.150051 = -250612.842246
  nChanged 49
		SP:Iteration 13Q (117716.720000 sec): 3 clusters
  Score: Raw -253200.526160 + Penalty 2509.150051 = -250691.376109
  nChanged 47
		SP:Iteration 14Q (117716.900000 sec): 3 clusters
  Score: Raw -253261.787062 + Penalty 2509.150051 = -250752.637011
  nChanged 34
		SP:Iteration 15Q (117717.070000 sec): 3 clusters
  Score: Raw -253295.995190 + Penalty 2509.150051 = -250786.845140
  nChanged 29
		SP:Iteration 16Q (117717.250000 sec): 3 clusters
  Score: Raw -253322.712392 + Penalty 2509.150051 = -250813.562342
  nChanged 27
		SP:Iteration 17Q (117717.430000 sec): 3 clusters
  Score: Raw -253346.827198 + Penalty 2509.150051 = -250837.677148
  nChanged 19
		SP:Iteration 18Q (117717.600000 sec): 3 clusters
  Score: Raw -253364.404567 + Penalty 2509.150051 = -250855.254517
  nChanged 10
		SP:Iteration 19Q (117717.780000 sec): 3 clusters
  Score: Raw -253375.165979 + Penalty 2509.150051 = -250866.015928
  nChanged 7
		SP:Iteration 20F (117717.950000 sec): 3 clusters
  Score: Raw -253386.608384 + Penalty 2509.150051 = -250877.458333
  nChanged 12
		SP:Iteration 21Q (117718.130000 sec): 3 clusters
  Score: Raw -253403.525143 + Penalty 2509.150051 = -250894.375092
  nChanged 12
		SP:Iteration 22Q (117718.310000 sec): 3 clusters
  Score: Raw -253414.287633 + Penalty 2509.150051 = -250905.137582
  nChanged 10
		SP:Iteration 23Q (117718.480000 sec): 3 clusters
  Score: Raw -253420.657535 + Penalty 2509.150051 = -250911.507484
  nChanged 5
		SP:Iteration 24Q (117718.660000 sec): 3 clusters
  Score: Raw -253424.019400 + Penalty 2509.150051 = -250914.869349
  nChanged 4
		SP:Iteration 25Q (117718.830000 sec): 3 clusters
  Score: Raw -253426.723749 + Penalty 2509.150051 = -250917.573698
  nChanged 2
		SP:Iteration 26Q (117719.010000 sec): 3 clusters
  Score: Raw -253427.546596 + Penalty 2509.150051 = -250918.396545
  nChanged 1
		SP:Iteration 27Q (117719.190000 sec): 3 clusters
  Score: Raw -253428.382358 + Penalty 2509.150051 = -250919.232307
  nChanged 0
		SP:Iteration 28F (117719.360000 sec): 3 clusters
  Score: Raw -253428.382358 + Penalty 2509.150051 = -250919.232307
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 55 (8798 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (117719.470000 sec): 2 clusters
  Score: Raw -1057130.829570 + Penalty 1475.870452 = -1055654.959118
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (117719.620000 sec): 3 clusters
  Score: Raw -1052268.889327 + Penalty 2951.740903 = -1049317.148424
  nChanged 3735
		SP:Iteration 1F (117719.740000 sec): 3 clusters
  Score: Raw -1054274.598825 + Penalty 2951.740903 = -1051322.857922
  nChanged 533
		SP:Iteration 2F (117719.970000 sec): 3 clusters
  Score: Raw -1054523.859810 + Penalty 2951.740903 = -1051572.118907
  nChanged 488
		SP:Iteration 3F (117720.130000 sec): 3 clusters
  Score: Raw -1054772.603425 + Penalty 2951.740903 = -1051820.862521
  nChanged 434
		SP:Iteration 4Q (117720.310000 sec): 3 clusters
  Score: Raw -1055000.070864 + Penalty 2951.740903 = -1052048.329961
  nChanged 421
		SP:Iteration 5Q (117720.500000 sec): 3 clusters
  Score: Raw -1055207.421642 + Penalty 2951.740903 = -1052255.680739
  nChanged 365
		SP:Iteration 6Q (117720.690000 sec): 3 clusters
  Score: Raw -1055417.991224 + Penalty 2951.740903 = -1052466.250321
  nChanged 367
		SP:Iteration 7Q (117720.890000 sec): 3 clusters
  Score: Raw -1055627.401589 + Penalty 2951.740903 = -1052675.660686
  nChanged 364
		SP:Iteration 8Q (117721.080000 sec): 3 clusters
  Score: Raw -1055846.799102 + Penalty 2951.740903 = -1052895.058199
  nChanged 366
		SP:Iteration 9Q (117721.270000 sec): 3 clusters
  Score: Raw -1056097.903371 + Penalty 2951.740903 = -1053146.162467
  nChanged 352
		SP:Iteration 10Q (117721.460000 sec): 3 clusters
  Score: Raw -1056312.765794 + Penalty 2951.740903 = -1053361.024891
  nChanged 301
		SP:Iteration 11Q (117721.650000 sec): 3 clusters
  Score: Raw -1056479.135682 + Penalty 2951.740903 = -1053527.394779
  nChanged 238
		SP:Iteration 12Q (117721.870000 sec): 3 clusters
  Score: Raw -1056600.275346 + Penalty 2951.740903 = -1053648.534443
  nChanged 197
		SP:Iteration 13Q (117721.990000 sec): 3 clusters
  Score: Raw -1056682.092112 + Penalty 2951.740903 = -1053730.351208
  nChanged 150
		SP:Iteration 14Q (117722.150000 sec): 3 clusters
  Score: Raw -1056737.895415 + Penalty 2951.740903 = -1053786.154512
  nChanged 131
		SP:Iteration 15Q (117722.300000 sec): 3 clusters
  Score: Raw -1056785.299425 + Penalty 2951.740903 = -1053833.558521
  nChanged 109
		SP:Iteration 16Q (117722.440000 sec): 3 clusters
  Score: Raw -1056825.930541 + Penalty 2951.740903 = -1053874.189638
  nChanged 109
		SP:Iteration 17Q (117722.570000 sec): 3 clusters
  Score: Raw -1056862.437362 + Penalty 2951.740903 = -1053910.696459
  nChanged 101
		SP:Iteration 18Q (117722.700000 sec): 3 clusters
  Score: Raw -1056896.708086 + Penalty 2951.740903 = -1053944.967183
  nChanged 78
		SP:Iteration 19Q (117722.900000 sec): 3 clusters
  Score: Raw -1056921.026458 + Penalty 2951.740903 = -1053969.285555
  nChanged 67
		SP:Iteration 20F (117723.090000 sec): 3 clusters
  Score: Raw -1056939.807999 + Penalty 2951.740903 = -1053988.067096
  nChanged 60
		SP:Iteration 21Q (117723.290000 sec): 3 clusters
  Score: Raw -1056956.028585 + Penalty 2951.740903 = -1054004.287681
  nChanged 58
		SP:Iteration 22Q (117723.480000 sec): 3 clusters
  Score: Raw -1056972.933958 + Penalty 2951.740903 = -1054021.193055
  nChanged 50
		SP:Iteration 23Q (117723.670000 sec): 3 clusters
  Score: Raw -1056982.227715 + Penalty 2951.740903 = -1054030.486811
  nChanged 35
		SP:Iteration 24Q (117723.870000 sec): 3 clusters
  Score: Raw -1056988.123249 + Penalty 2951.740903 = -1054036.382346
  nChanged 29
		SP:Iteration 25Q (117724.050000 sec): 3 clusters
  Score: Raw -1056994.044907 + Penalty 2951.740903 = -1054042.304004
  nChanged 26
		SP:Iteration 26Q (117724.250000 sec): 3 clusters
  Score: Raw -1056998.698887 + Penalty 2951.740903 = -1054046.957983
  nChanged 16
		SP:Iteration 27Q (117724.450000 sec): 3 clusters
  Score: Raw -1057001.245600 + Penalty 2951.740903 = -1054049.504697
  nChanged 12
		SP:Iteration 28Q (117724.630000 sec): 3 clusters
  Score: Raw -1057003.628779 + Penalty 2951.740903 = -1054051.887876
  nChanged 14
		SP:Iteration 29Q (117724.830000 sec): 3 clusters
  Score: Raw -1057007.113427 + Penalty 2951.740903 = -1054055.372524
  nChanged 22
		SP:Iteration 30Q (117725.030000 sec): 3 clusters
  Score: Raw -1057011.668625 + Penalty 2951.740903 = -1054059.927721
  nChanged 17
		SP:Iteration 31Q (117725.210000 sec): 3 clusters
  Score: Raw -1057015.159587 + Penalty 2951.740903 = -1054063.418684
  nChanged 17
		SP:Iteration 32Q (117725.400000 sec): 3 clusters
  Score: Raw -1057018.744805 + Penalty 2951.740903 = -1054067.003902
  nChanged 22
		SP:Iteration 33Q (117725.580000 sec): 3 clusters
  Score: Raw -1057022.811223 + Penalty 2951.740903 = -1054071.070320
  nChanged 24
		SP:Iteration 34Q (117725.770000 sec): 3 clusters
  Score: Raw -1057027.222107 + Penalty 2951.740903 = -1054075.481204
  nChanged 21
		SP:Iteration 35Q (117725.960000 sec): 3 clusters
  Score: Raw -1057030.960392 + Penalty 2951.740903 = -1054079.219489
  nChanged 17
		SP:Iteration 36Q (117726.160000 sec): 3 clusters
  Score: Raw -1057033.908057 + Penalty 2951.740903 = -1054082.167154
  nChanged 16
		SP:Iteration 37Q (117726.350000 sec): 3 clusters
  Score: Raw -1057036.003623 + Penalty 2951.740903 = -1054084.262719
  nChanged 13
		SP:Iteration 38Q (117726.540000 sec): 3 clusters
  Score: Raw -1057037.417077 + Penalty 2951.740903 = -1054085.676174
  nChanged 4
		SP:Iteration 39Q (117726.740000 sec): 3 clusters
  Score: Raw -1057038.207550 + Penalty 2951.740903 = -1054086.466646
  nChanged 9
		SP:Iteration 40F (117726.930000 sec): 3 clusters
  Score: Raw -1057040.395959 + Penalty 2951.740903 = -1054088.655056
  nChanged 12
		SP:Iteration 41Q (117727.130000 sec): 3 clusters
  Score: Raw -1057041.927212 + Penalty 2951.740903 = -1054090.186309
  nChanged 13
		SP:Iteration 42Q (117727.320000 sec): 3 clusters
  Score: Raw -1057043.751591 + Penalty 2951.740903 = -1054092.010688
  nChanged 16
		SP:Iteration 43Q (117727.510000 sec): 3 clusters
  Score: Raw -1057045.992268 + Penalty 2951.740903 = -1054094.251365
  nChanged 13
		SP:Iteration 44Q (117727.700000 sec): 3 clusters
  Score: Raw -1057048.078604 + Penalty 2951.740903 = -1054096.337701
  nChanged 10
		SP:Iteration 45Q (117727.900000 sec): 3 clusters
  Score: Raw -1057049.583804 + Penalty 2951.740903 = -1054097.842900
  nChanged 8
		SP:Iteration 46Q (117728.090000 sec): 3 clusters
  Score: Raw -1057050.782300 + Penalty 2951.740903 = -1054099.041397
  nChanged 10
		SP:Iteration 47Q (117728.290000 sec): 3 clusters
  Score: Raw -1057052.290206 + Penalty 2951.740903 = -1054100.549303
  nChanged 11
		SP:Iteration 48Q (117728.480000 sec): 3 clusters
  Score: Raw -1057054.000986 + Penalty 2951.740903 = -1054102.260083
  nChanged 15
		SP:Iteration 49Q (117728.670000 sec): 3 clusters
  Score: Raw -1057056.878878 + Penalty 2951.740903 = -1054105.137975
  nChanged 18
		SP:Iteration 50Q (117728.870000 sec): 3 clusters
  Score: Raw -1057059.849390 + Penalty 2951.740903 = -1054108.108487
  nChanged 19
		SP:Iteration 51Q (117729.060000 sec): 3 clusters
  Score: Raw -1057062.970654 + Penalty 2951.740903 = -1054111.229750
  nChanged 18
		SP:Iteration 52Q (117729.250000 sec): 3 clusters
  Score: Raw -1057065.537401 + Penalty 2951.740903 = -1054113.796498
  nChanged 13
		SP:Iteration 53Q (117729.450000 sec): 3 clusters
  Score: Raw -1057067.800613 + Penalty 2951.740903 = -1054116.059710
  nChanged 15
		SP:Iteration 54Q (117729.650000 sec): 3 clusters
  Score: Raw -1057069.570444 + Penalty 2951.740903 = -1054117.829541
  nChanged 14
		SP:Iteration 55Q (117729.840000 sec): 3 clusters
  Score: Raw -1057071.623187 + Penalty 2951.740903 = -1054119.882283
  nChanged 11
		SP:Iteration 56Q (117730.020000 sec): 3 clusters
  Score: Raw -1057073.306174 + Penalty 2951.740903 = -1054121.565270
  nChanged 10
		SP:Iteration 57Q (117730.220000 sec): 3 clusters
  Score: Raw -1057074.838836 + Penalty 2951.740903 = -1054123.097933
  nChanged 11
		SP:Iteration 58Q (117730.410000 sec): 3 clusters
  Score: Raw -1057076.482880 + Penalty 2951.740903 = -1054124.741977
  nChanged 10
		SP:Iteration 59Q (117730.610000 sec): 3 clusters
  Score: Raw -1057077.757616 + Penalty 2951.740903 = -1054126.016713
  nChanged 4
		SP:Iteration 60F (117730.810000 sec): 3 clusters
  Score: Raw -1057078.302826 + Penalty 2951.740903 = -1054126.561922
  nChanged 4
		SP:Iteration 61Q (117731.000000 sec): 3 clusters
  Score: Raw -1057078.856635 + Penalty 2951.740903 = -1054127.115732
  nChanged 5
		SP:Iteration 62Q (117731.190000 sec): 3 clusters
  Score: Raw -1057079.305406 + Penalty 2951.740903 = -1054127.564503
  nChanged 2
		SP:Iteration 63Q (117731.390000 sec): 3 clusters
  Score: Raw -1057079.871364 + Penalty 2951.740903 = -1054128.130460
  nChanged 4
		SP:Iteration 64Q (117731.580000 sec): 3 clusters
  Score: Raw -1057080.782212 + Penalty 2951.740903 = -1054129.041309
  nChanged 6
		SP:Iteration 65Q (117731.770000 sec): 3 clusters
  Score: Raw -1057082.018302 + Penalty 2951.740903 = -1054130.277399
  nChanged 6
		SP:Iteration 66Q (117731.970000 sec): 3 clusters
  Score: Raw -1057082.785874 + Penalty 2951.740903 = -1054131.044971
  nChanged 3
		SP:Iteration 67Q (117732.160000 sec): 3 clusters
  Score: Raw -1057083.021879 + Penalty 2951.740903 = -1054131.280976
  nChanged 6
		SP:Iteration 68Q (117732.380000 sec): 3 clusters
  Score: Raw -1057083.575564 + Penalty 2951.740903 = -1054131.834661
  nChanged 4
		SP:Iteration 69Q (117732.550000 sec): 3 clusters
  Score: Raw -1057083.975457 + Penalty 2951.740903 = -1054132.234554
  nChanged 2
		SP:Iteration 70Q (117732.740000 sec): 3 clusters
  Score: Raw -1057084.226539 + Penalty 2951.740903 = -1054132.485636
  nChanged 4
		SP:Iteration 71Q (117732.930000 sec): 3 clusters
  Score: Raw -1057084.656810 + Penalty 2951.740903 = -1054132.915906
  nChanged 4
		SP:Iteration 72Q (117733.120000 sec): 3 clusters
  Score: Raw -1057085.242938 + Penalty 2951.740903 = -1054133.502035
  nChanged 2
		SP:Iteration 73Q (117733.320000 sec): 3 clusters
  Score: Raw -1057085.501538 + Penalty 2951.740903 = -1054133.760635
  nChanged 4
		SP:Iteration 74Q (117733.510000 sec): 3 clusters
  Score: Raw -1057085.993705 + Penalty 2951.740903 = -1054134.252802
  nChanged 5
		SP:Iteration 75Q (117733.700000 sec): 3 clusters
  Score: Raw -1057086.939889 + Penalty 2951.740903 = -1054135.198986
  nChanged 5
		SP:Iteration 76Q (117733.890000 sec): 3 clusters
  Score: Raw -1057087.487021 + Penalty 2951.740903 = -1054135.746118
  nChanged 2
		SP:Iteration 77Q (117734.090000 sec): 3 clusters
  Score: Raw -1057087.656430 + Penalty 2951.740903 = -1054135.915526
  nChanged 0
		SP:Iteration 78F (117734.280000 sec): 3 clusters
  Score: Raw -1057087.656430 + Penalty 2951.740903 = -1054135.915526
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 56 (109 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (117734.350000 sec): 2 clusters
  Score: Raw -6567.019590 + Penalty 762.344031 = -5804.675559
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (117734.530000 sec): 3 clusters
  Score: Raw -6785.703753 + Penalty 1524.688062 = -5261.015691
  nChanged 10
		SP:Iteration 1F (117734.700000 sec): 3 clusters
  Score: Raw -6853.114950 + Penalty 1524.688062 = -5328.426888
  nChanged 1
		SP:Iteration 2Q (117734.880000 sec): 3 clusters
  Score: Raw -6866.034985 + Penalty 1524.688062 = -5341.346923
  nChanged 0
		SP:Iteration 3F (117735.050000 sec): 3 clusters
  Score: Raw -6866.034985 + Penalty 1524.688062 = -5341.346923
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 57 (4042 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (117735.180000 sec): 2 clusters
  Score: Raw -491904.364108 + Penalty 1349.480421 = -490554.883687
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (117735.360000 sec): 3 clusters
  Score: Raw -489890.375740 + Penalty 2698.960842 = -487191.414898
  nChanged 1561
		SP:Iteration 1F (117735.530000 sec): 3 clusters
  Score: Raw -490709.122054 + Penalty 2698.960842 = -488010.161212
  nChanged 286
		SP:Iteration 2F (117735.710000 sec): 3 clusters
  Score: Raw -490884.203857 + Penalty 2698.960842 = -488185.243015
  nChanged 212
		SP:Iteration 3F (117735.880000 sec): 3 clusters
  Score: Raw -491008.866104 + Penalty 2698.960842 = -488309.905262
  nChanged 195
		SP:Iteration 4Q (117736.060000 sec): 3 clusters
  Score: Raw -491113.634294 + Penalty 2698.960842 = -488414.673452
  nChanged 163
		SP:Iteration 5Q (117736.240000 sec): 3 clusters
  Score: Raw -491203.495803 + Penalty 2698.960842 = -488504.534961
  nChanged 137
		SP:Iteration 6Q (117736.380000 sec): 3 clusters
  Score: Raw -491282.680513 + Penalty 2698.960842 = -488583.719671
  nChanged 136
		SP:Iteration 7Q (117736.540000 sec): 3 clusters
  Score: Raw -491356.077542 + Penalty 2698.960842 = -488657.116700
  nChanged 114
		SP:Iteration 8Q (117736.720000 sec): 3 clusters
  Score: Raw -491432.179141 + Penalty 2698.960842 = -488733.218299
  nChanged 133
		SP:Iteration 9Q (117736.900000 sec): 3 clusters
  Score: Raw -491515.030940 + Penalty 2698.960842 = -488816.070098
  nChanged 127
		SP:Iteration 10Q (117737.070000 sec): 3 clusters
  Score: Raw -491599.325119 + Penalty 2698.960842 = -488900.364277
  nChanged 111
		SP:Iteration 11Q (117737.250000 sec): 3 clusters
  Score: Raw -491673.819878 + Penalty 2698.960842 = -488974.859036
  nChanged 107
		SP:Iteration 12Q (117737.420000 sec): 3 clusters
  Score: Raw -491744.999130 + Penalty 2698.960842 = -489046.038288
  nChanged 85
		SP:Iteration 13Q (117737.600000 sec): 3 clusters
  Score: Raw -491796.183255 + Penalty 2698.960842 = -489097.222413
  nChanged 67
		SP:Iteration 14Q (117737.770000 sec): 3 clusters
  Score: Raw -491834.845007 + Penalty 2698.960842 = -489135.884165
  nChanged 47
		SP:Iteration 15Q (117737.950000 sec): 3 clusters
  Score: Raw -491866.999030 + Penalty 2698.960842 = -489168.038188
  nChanged 47
		SP:Iteration 16Q (117738.120000 sec): 3 clusters
  Score: Raw -491896.988800 + Penalty 2698.960842 = -489198.027958
  nChanged 32
		SP:Iteration 17Q (117738.300000 sec): 3 clusters
  Score: Raw -491919.481645 + Penalty 2698.960842 = -489220.520803
  nChanged 28
		SP:Iteration 18Q (117738.480000 sec): 3 clusters
  Score: Raw -491937.445980 + Penalty 2698.960842 = -489238.485139
  nChanged 25
		SP:Iteration 19Q (117738.650000 sec): 3 clusters
  Score: Raw -491957.677305 + Penalty 2698.960842 = -489258.716463
  nChanged 17
		SP:Iteration 20F (117738.830000 sec): 3 clusters
  Score: Raw -491969.690295 + Penalty 2698.960842 = -489270.729453
  nChanged 18
		SP:Iteration 21Q (117739.000000 sec): 3 clusters
  Score: Raw -491982.409813 + Penalty 2698.960842 = -489283.448972
  nChanged 14
		SP:Iteration 22Q (117739.180000 sec): 3 clusters
  Score: Raw -491994.127284 + Penalty 2698.960842 = -489295.166442
  nChanged 22
		SP:Iteration 23Q (117739.360000 sec): 3 clusters
  Score: Raw -492007.295185 + Penalty 2698.960842 = -489308.334344
  nChanged 15
		SP:Iteration 24Q (117739.530000 sec): 3 clusters
  Score: Raw -492017.970785 + Penalty 2698.960842 = -489319.009943
  nChanged 15
		SP:Iteration 25Q (117739.710000 sec): 3 clusters
  Score: Raw -492030.606357 + Penalty 2698.960842 = -489331.645515
  nChanged 13
		SP:Iteration 26Q (117739.890000 sec): 3 clusters
  Score: Raw -492041.660491 + Penalty 2698.960842 = -489342.699649
  nChanged 14
		SP:Iteration 27Q (117740.060000 sec): 3 clusters
  Score: Raw -492052.270778 + Penalty 2698.960842 = -489353.309936
  nChanged 8
		SP:Iteration 28Q (117740.230000 sec): 3 clusters
  Score: Raw -492057.243024 + Penalty 2698.960842 = -489358.282182
  nChanged 5
		SP:Iteration 29Q (117740.410000 sec): 3 clusters
  Score: Raw -492060.421775 + Penalty 2698.960842 = -489361.460933
  nChanged 6
		SP:Iteration 30Q (117740.590000 sec): 3 clusters
  Score: Raw -492065.223671 + Penalty 2698.960842 = -489366.262829
  nChanged 10
		SP:Iteration 31Q (117740.760000 sec): 3 clusters
  Score: Raw -492075.856196 + Penalty 2698.960842 = -489376.895354
  nChanged 11
		SP:Iteration 32Q (117740.930000 sec): 3 clusters
  Score: Raw -492086.059530 + Penalty 2698.960842 = -489387.098688
  nChanged 5
		SP:Iteration 33Q (117741.110000 sec): 3 clusters
  Score: Raw -492089.021863 + Penalty 2698.960842 = -489390.061021
  nChanged 1
		SP:Iteration 34Q (117741.290000 sec): 3 clusters
  Score: Raw -492089.299067 + Penalty 2698.960842 = -489390.338225
  nChanged 0
		SP:Iteration 35F (117741.460000 sec): 3 clusters
  Score: Raw -492089.299067 + Penalty 2698.960842 = -489390.338225
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 58 (257 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (117741.550000 sec): 2 clusters
  Score: Raw -22479.329543 + Penalty 901.724864 = -21577.604679
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (117741.720000 sec): 3 clusters
  Score: Raw -22574.493053 + Penalty 1803.449728 = -20771.043325
  nChanged 49
		SP:Iteration 1F (117741.900000 sec): 3 clusters
  Score: Raw -22689.501355 + Penalty 1803.449728 = -20886.051627
  nChanged 12
		SP:Iteration 2Q (117742.070000 sec): 3 clusters
  Score: Raw -22719.628666 + Penalty 1803.449728 = -20916.178939
  nChanged 5
		SP:Iteration 3Q (117742.250000 sec): 3 clusters
  Score: Raw -22729.352065 + Penalty 1803.449728 = -20925.902337
  nChanged 4
		SP:Iteration 4Q (117742.430000 sec): 3 clusters
  Score: Raw -22736.400151 + Penalty 1803.449728 = -20932.950424
  nChanged 2
		SP:Iteration 5Q (117742.600000 sec): 3 clusters
  Score: Raw -22739.801633 + Penalty 1803.449728 = -20936.351905
  nChanged 2
		SP:Iteration 6Q (117742.780000 sec): 3 clusters
  Score: Raw -22756.039292 + Penalty 1803.449728 = -20952.589564
  nChanged 1
		SP:Iteration 7Q (117742.950000 sec): 3 clusters
  Score: Raw -22756.799685 + Penalty 1803.449728 = -20953.349958
  nChanged 0
		SP:Iteration 8F (117743.130000 sec): 3 clusters
  Score: Raw -22756.799685 + Penalty 1803.449728 = -20953.349958
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 59 (109 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (117743.220000 sec): 2 clusters
  Score: Raw -5540.342475 + Penalty 762.344031 = -4777.998444
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (117743.390000 sec): 3 clusters
  Score: Raw -5726.336491 + Penalty 1524.688062 = -4201.648430
  nChanged 11
		SP:Iteration 1F (117743.570000 sec): 3 clusters
  Score: Raw -5797.352108 + Penalty 1524.688062 = -4272.664046
  nChanged 4
		SP:Iteration 2Q (117743.750000 sec): 3 clusters
  Score: Raw -5836.977210 + Penalty 1524.688062 = -4312.289148
  nChanged 1
		SP:Iteration 3Q (117743.920000 sec): 3 clusters
  Score: Raw -5843.355309 + Penalty 1524.688062 = -4318.667248
  nChanged 0
		SP:Iteration 4F (117744.100000 sec): 3 clusters
  Score: Raw -5843.355309 + Penalty 1524.688062 = -4318.667248
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 60 (183 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (117744.190000 sec): 2 clusters
  Score: Raw -22152.204556 + Penalty 846.541500 = -21305.663056
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (117744.360000 sec): 3 clusters
  Score: Raw -22230.765951 + Penalty 1693.083000 = -20537.682951
  nChanged 18
		SP:Iteration 1F (117744.540000 sec): 3 clusters
  Score: Raw -22293.666059 + Penalty 1693.083000 = -20600.583059
  nChanged 3
		SP:Iteration 2Q (117744.710000 sec): 3 clusters
  Score: Raw -22304.260317 + Penalty 1693.083000 = -20611.177317
  nChanged 3
		SP:Iteration 3Q (117744.890000 sec): 3 clusters
  Score: Raw -22313.724554 + Penalty 1693.083000 = -20620.641554
  nChanged 1
		SP:Iteration 4Q (117745.060000 sec): 3 clusters
  Score: Raw -22319.225795 + Penalty 1693.083000 = -20626.142796
  nChanged 0
		SP:Iteration 5F (117745.240000 sec): 3 clusters
  Score: Raw -22319.225795 + Penalty 1693.083000 = -20626.142796
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 61 (3889 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (117745.320000 sec): 2 clusters
  Score: Raw -435174.491548 + Penalty 1343.209942 = -433831.281606
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (117745.500000 sec): 3 clusters
  Score: Raw -433273.839336 + Penalty 2686.419884 = -430587.419452
  nChanged 1507
		SP:Iteration 1F (117745.670000 sec): 3 clusters
  Score: Raw -434252.126805 + Penalty 2686.419884 = -431565.706921
  nChanged 387
		SP:Iteration 2F (117745.850000 sec): 3 clusters
  Score: Raw -434612.094445 + Penalty 2686.419884 = -431925.674561
  nChanged 316
		SP:Iteration 3F (117746.030000 sec): 3 clusters
  Score: Raw -434919.565678 + Penalty 2686.419884 = -432233.145795
  nChanged 271
		SP:Iteration 4F (117746.200000 sec): 3 clusters
  Score: Raw -435182.435805 + Penalty 2686.419884 = -432496.015921
  nChanged 213
		SP:Iteration 5F (117746.380000 sec): 3 clusters
  Score: Raw -435359.420835 + Penalty 2686.419884 = -432673.000951
  nChanged 159
		SP:Iteration 6Q (117746.550000 sec): 3 clusters
  Score: Raw -435492.888765 + Penalty 2686.419884 = -432806.468882
  nChanged 140
		SP:Iteration 7Q (117746.730000 sec): 3 clusters
  Score: Raw -435588.478950 + Penalty 2686.419884 = -432902.059067
  nChanged 113
		SP:Iteration 8Q (117746.910000 sec): 3 clusters
  Score: Raw -435667.096778 + Penalty 2686.419884 = -432980.676895
  nChanged 98
		SP:Iteration 9Q (117747.080000 sec): 3 clusters
  Score: Raw -435743.058254 + Penalty 2686.419884 = -433056.638371
  nChanged 81
		SP:Iteration 10Q (117747.260000 sec): 3 clusters
  Score: Raw -435794.864610 + Penalty 2686.419884 = -433108.444727
  nChanged 63
		SP:Iteration 11Q (117747.430000 sec): 3 clusters
  Score: Raw -435833.594517 + Penalty 2686.419884 = -433147.174634
  nChanged 51
		SP:Iteration 12Q (117747.610000 sec): 3 clusters
  Score: Raw -435866.345220 + Penalty 2686.419884 = -433179.925337
  nChanged 52
		SP:Iteration 13Q (117747.790000 sec): 3 clusters
  Score: Raw -435897.138456 + Penalty 2686.419884 = -433210.718572
  nChanged 53
		SP:Iteration 14Q (117747.960000 sec): 3 clusters
  Score: Raw -435926.485017 + Penalty 2686.419884 = -433240.065133
  nChanged 35
		SP:Iteration 15Q (117748.140000 sec): 3 clusters
  Score: Raw -435941.769652 + Penalty 2686.419884 = -433255.349769
  nChanged 27
		SP:Iteration 16Q (117748.310000 sec): 3 clusters
  Score: Raw -435958.151819 + Penalty 2686.419884 = -433271.731936
  nChanged 26
		SP:Iteration 17Q (117748.490000 sec): 3 clusters
  Score: Raw -435971.210784 + Penalty 2686.419884 = -433284.790901
  nChanged 19
		SP:Iteration 18Q (117748.670000 sec): 3 clusters
  Score: Raw -435979.058408 + Penalty 2686.419884 = -433292.638524
  nChanged 17
		SP:Iteration 19Q (117748.840000 sec): 3 clusters
  Score: Raw -435989.208637 + Penalty 2686.419884 = -433302.788753
  nChanged 22
		SP:Iteration 20F (117749.020000 sec): 3 clusters
  Score: Raw -435999.846787 + Penalty 2686.419884 = -433313.426903
  nChanged 18
		SP:Iteration 21Q (117749.190000 sec): 3 clusters
  Score: Raw -436008.191916 + Penalty 2686.419884 = -433321.772032
  nChanged 13
		SP:Iteration 22Q (117749.370000 sec): 3 clusters
  Score: Raw -436013.372933 + Penalty 2686.419884 = -433326.953049
  nChanged 13
		SP:Iteration 23Q (117749.550000 sec): 3 clusters
  Score: Raw -436017.545704 + Penalty 2686.419884 = -433331.125820
  nChanged 9
		SP:Iteration 24Q (117749.720000 sec): 3 clusters
  Score: Raw -436020.923505 + Penalty 2686.419884 = -433334.503622
  nChanged 10
		SP:Iteration 25Q (117749.900000 sec): 3 clusters
  Score: Raw -436024.742790 + Penalty 2686.419884 = -433338.322906
  nChanged 6
		SP:Iteration 26Q (117750.070000 sec): 3 clusters
  Score: Raw -436026.983831 + Penalty 2686.419884 = -433340.563948
  nChanged 5
		SP:Iteration 27Q (117750.250000 sec): 3 clusters
  Score: Raw -436029.746415 + Penalty 2686.419884 = -433343.326531
  nChanged 9
		SP:Iteration 28Q (117750.430000 sec): 3 clusters
  Score: Raw -436033.871295 + Penalty 2686.419884 = -433347.451411
  nChanged 8
		SP:Iteration 29Q (117750.600000 sec): 3 clusters
  Score: Raw -436036.523797 + Penalty 2686.419884 = -433350.103913
  nChanged 2
		SP:Iteration 30Q (117750.780000 sec): 3 clusters
  Score: Raw -436036.993298 + Penalty 2686.419884 = -433350.573414
  nChanged 1
		SP:Iteration 31Q (117750.950000 sec): 3 clusters
  Score: Raw -436037.052194 + Penalty 2686.419884 = -433350.632310
  nChanged 0
		SP:Iteration 32F (117751.130000 sec): 3 clusters
  Score: Raw -436037.052194 + Penalty 2686.419884 = -433350.632310
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 62 (953 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (117751.230000 sec): 2 clusters
  Score: Raw -110792.365312 + Penalty 1114.687422 = -109677.677890
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (117751.380000 sec): 3 clusters
  Score: Raw -110516.377985 + Penalty 2229.374844 = -108287.003142
  nChanged 280
		SP:Iteration 1F (117751.560000 sec): 3 clusters
  Score: Raw -110788.354100 + Penalty 2229.374844 = -108558.979257
  nChanged 85
		SP:Iteration 2F (117751.730000 sec): 3 clusters
  Score: Raw -110872.893956 + Penalty 2229.374844 = -108643.519113
  nChanged 37
		SP:Iteration 3Q (117751.910000 sec): 3 clusters
  Score: Raw -110913.931581 + Penalty 2229.374844 = -108684.556738
  nChanged 27
		SP:Iteration 4Q (117752.080000 sec): 3 clusters
  Score: Raw -110938.116126 + Penalty 2229.374844 = -108708.741282
  nChanged 10
		SP:Iteration 5Q (117752.260000 sec): 3 clusters
  Score: Raw -110949.453212 + Penalty 2229.374844 = -108720.078368
  nChanged 13
		SP:Iteration 6Q (117752.430000 sec): 3 clusters
  Score: Raw -110962.424492 + Penalty 2229.374844 = -108733.049649
  nChanged 11
		SP:Iteration 7Q (117752.610000 sec): 3 clusters
  Score: Raw -110972.270398 + Penalty 2229.374844 = -108742.895555
  nChanged 6
		SP:Iteration 8Q (117752.790000 sec): 3 clusters
  Score: Raw -110978.523627 + Penalty 2229.374844 = -108749.148783
  nChanged 4
		SP:Iteration 9Q (117752.960000 sec): 3 clusters
  Score: Raw -110981.606915 + Penalty 2229.374844 = -108752.232071
  nChanged 6
		SP:Iteration 10Q (117753.140000 sec): 3 clusters
  Score: Raw -110989.112377 + Penalty 2229.374844 = -108759.737533
  nChanged 3
		SP:Iteration 11Q (117753.310000 sec): 3 clusters
  Score: Raw -110993.161843 + Penalty 2229.374844 = -108763.786999
  nChanged 4
		SP:Iteration 12Q (117753.490000 sec): 3 clusters
  Score: Raw -110995.681639 + Penalty 2229.374844 = -108766.306796
  nChanged 2
		SP:Iteration 13Q (117753.670000 sec): 3 clusters
  Score: Raw -110998.626256 + Penalty 2229.374844 = -108769.251412
  nChanged 3
		SP:Iteration 14Q (117753.840000 sec): 3 clusters
  Score: Raw -111001.134256 + Penalty 2229.374844 = -108771.759412
  nChanged 5
		SP:Iteration 15Q (117754.020000 sec): 3 clusters
  Score: Raw -111004.251934 + Penalty 2229.374844 = -108774.877091
  nChanged 3
		SP:Iteration 16Q (117754.190000 sec): 3 clusters
  Score: Raw -111006.332070 + Penalty 2229.374844 = -108776.957227
  nChanged 4
		SP:Iteration 17Q (117754.370000 sec): 3 clusters
  Score: Raw -111008.965838 + Penalty 2229.374844 = -108779.590994
  nChanged 3
		SP:Iteration 18Q (117754.550000 sec): 3 clusters
  Score: Raw -111011.105870 + Penalty 2229.374844 = -108781.731027
  nChanged 2
		SP:Iteration 19Q (117754.720000 sec): 3 clusters
  Score: Raw -111012.968826 + Penalty 2229.374844 = -108783.593982
  nChanged 4
		SP:Iteration 20F (117754.900000 sec): 3 clusters
  Score: Raw -111015.790003 + Penalty 2229.374844 = -108786.415159
  nChanged 4
		SP:Iteration 21Q (117755.070000 sec): 3 clusters
  Score: Raw -111018.173515 + Penalty 2229.374844 = -108788.798671
  nChanged 3
		SP:Iteration 22Q (117755.250000 sec): 3 clusters
  Score: Raw -111019.914290 + Penalty 2229.374844 = -108790.539447
  nChanged 4
		SP:Iteration 23Q (117755.430000 sec): 3 clusters
  Score: Raw -111031.971587 + Penalty 2229.374844 = -108802.596743
  nChanged 6
		SP:Iteration 24Q (117755.600000 sec): 3 clusters
  Score: Raw -111037.286828 + Penalty 2229.374844 = -108807.911985
  nChanged 6
		SP:Iteration 25Q (117755.780000 sec): 3 clusters
  Score: Raw -111049.697069 + Penalty 2229.374844 = -108820.322225
  nChanged 11
		SP:Iteration 26Q (117755.950000 sec): 3 clusters
  Score: Raw -111061.022506 + Penalty 2229.374844 = -108831.647663
  nChanged 6
		SP:Iteration 27Q (117756.130000 sec): 3 clusters
  Score: Raw -111068.490855 + Penalty 2229.374844 = -108839.116011
  nChanged 5
		SP:Iteration 28Q (117756.300000 sec): 3 clusters
  Score: Raw -111072.920556 + Penalty 2229.374844 = -108843.545713
  nChanged 3
		SP:Iteration 29Q (117756.490000 sec): 3 clusters
  Score: Raw -111074.964034 + Penalty 2229.374844 = -108845.589191
  nChanged 3
		SP:Iteration 30Q (117756.630000 sec): 3 clusters
  Score: Raw -111080.724451 + Penalty 2229.374844 = -108851.349607
  nChanged 0
		SP:Iteration 31F (117756.790000 sec): 3 clusters
  Score: Raw -111080.724451 + Penalty 2229.374844 = -108851.349607
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 63 (8914 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (117756.920000 sec): 2 clusters
  Score: Raw -1077602.318806 + Penalty 1477.998982 = -1076124.319823
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (117757.130000 sec): 3 clusters
  Score: Raw -1072584.309318 + Penalty 2955.997965 = -1069628.311353
  nChanged 3840
		SP:Iteration 1F (117757.300000 sec): 3 clusters
  Score: Raw -1074672.188765 + Penalty 2955.997965 = -1071716.190800
  nChanged 511
		SP:Iteration 2F (117757.430000 sec): 3 clusters
  Score: Raw -1074899.451594 + Penalty 2955.997965 = -1071943.453629
  nChanged 450
		SP:Iteration 3F (117757.550000 sec): 3 clusters
  Score: Raw -1075105.871787 + Penalty 2955.997965 = -1072149.873822
  nChanged 422
		SP:Iteration 4Q (117757.770000 sec): 3 clusters
  Score: Raw -1075289.047804 + Penalty 2955.997965 = -1072333.049839
  nChanged 376
		SP:Iteration 5Q (117758.050000 sec): 3 clusters
  Score: Raw -1075475.174039 + Penalty 2955.997965 = -1072519.176074
  nChanged 379
		SP:Iteration 6Q (117758.200000 sec): 3 clusters
  Score: Raw -1075689.477856 + Penalty 2955.997965 = -1072733.479891
  nChanged 401
		SP:Iteration 7Q (117758.390000 sec): 3 clusters
  Score: Raw -1075918.070979 + Penalty 2955.997965 = -1072962.073014
  nChanged 384
		SP:Iteration 8Q (117758.570000 sec): 3 clusters
  Score: Raw -1076155.356836 + Penalty 2955.997965 = -1073199.358871
  nChanged 400
		SP:Iteration 9Q (117758.770000 sec): 3 clusters
  Score: Raw -1076405.851400 + Penalty 2955.997965 = -1073449.853435
  nChanged 351
		SP:Iteration 10Q (117758.920000 sec): 3 clusters
  Score: Raw -1076604.100514 + Penalty 2955.997965 = -1073648.102549
  nChanged 293
		SP:Iteration 11Q (117759.050000 sec): 3 clusters
  Score: Raw -1076759.217989 + Penalty 2955.997965 = -1073803.220024
  nChanged 239
		SP:Iteration 12Q (117759.180000 sec): 3 clusters
  Score: Raw -1076864.523255 + Penalty 2955.997965 = -1073908.525290
  nChanged 196
		SP:Iteration 13Q (117759.320000 sec): 3 clusters
  Score: Raw -1076942.487938 + Penalty 2955.997965 = -1073986.489973
  nChanged 149
		SP:Iteration 14Q (117759.540000 sec): 3 clusters
  Score: Raw -1076988.192572 + Penalty 2955.997965 = -1074032.194607
  nChanged 95
		SP:Iteration 15Q (117759.730000 sec): 3 clusters
  Score: Raw -1077011.434745 + Penalty 2955.997965 = -1074055.436780
  nChanged 80
		SP:Iteration 16Q (117759.920000 sec): 3 clusters
  Score: Raw -1077027.002973 + Penalty 2955.997965 = -1074071.005009
  nChanged 57
		SP:Iteration 17Q (117760.110000 sec): 3 clusters
  Score: Raw -1077037.422331 + Penalty 2955.997965 = -1074081.424366
  nChanged 37
		SP:Iteration 18Q (117760.290000 sec): 3 clusters
  Score: Raw -1077043.295065 + Penalty 2955.997965 = -1074087.297100
  nChanged 36
		SP:Iteration 19Q (117760.480000 sec): 3 clusters
  Score: Raw -1077049.875342 + Penalty 2955.997965 = -1074093.877377
  nChanged 29
		SP:Iteration 20F (117760.680000 sec): 3 clusters
  Score: Raw -1077054.518246 + Penalty 2955.997965 = -1074098.520281
  nChanged 24
		SP:Iteration 21Q (117760.870000 sec): 3 clusters
  Score: Raw -1077058.269432 + Penalty 2955.997965 = -1074102.271467
  nChanged 22
		SP:Iteration 22Q (117761.060000 sec): 3 clusters
  Score: Raw -1077061.846350 + Penalty 2955.997965 = -1074105.848385
  nChanged 18
		SP:Iteration 23Q (117761.250000 sec): 3 clusters
  Score: Raw -1077064.569202 + Penalty 2955.997965 = -1074108.571237
  nChanged 20
		SP:Iteration 24Q (117761.440000 sec): 3 clusters
  Score: Raw -1077066.577018 + Penalty 2955.997965 = -1074110.579053
  nChanged 14
		SP:Iteration 25Q (117761.630000 sec): 3 clusters
  Score: Raw -1077068.387417 + Penalty 2955.997965 = -1074112.389452
  nChanged 7
		SP:Iteration 26Q (117761.820000 sec): 3 clusters
  Score: Raw -1077069.137586 + Penalty 2955.997965 = -1074113.139621
  nChanged 4
		SP:Iteration 27Q (117762.020000 sec): 3 clusters
  Score: Raw -1077069.811712 + Penalty 2955.997965 = -1074113.813747
  nChanged 5
		SP:Iteration 28Q (117762.200000 sec): 3 clusters
  Score: Raw -1077070.661708 + Penalty 2955.997965 = -1074114.663743
  nChanged 6
		SP:Iteration 29Q (117762.400000 sec): 3 clusters
  Score: Raw -1077071.439852 + Penalty 2955.997965 = -1074115.441887
  nChanged 4
		SP:Iteration 30Q (117762.590000 sec): 3 clusters
  Score: Raw -1077071.756591 + Penalty 2955.997965 = -1074115.758626
  nChanged 3
		SP:Iteration 31Q (117762.850000 sec): 3 clusters
  Score: Raw -1077072.142622 + Penalty 2955.997965 = -1074116.144657
  nChanged 1
		SP:Iteration 32Q (117763.040000 sec): 3 clusters
  Score: Raw -1077072.248917 + Penalty 2955.997965 = -1074116.250952
  nChanged 0
		SP:Iteration 33F (117763.230000 sec): 3 clusters
  Score: Raw -1077072.248917 + Penalty 2955.997965 = -1074116.250952
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 64 (176 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (117763.300000 sec): 2 clusters
  Score: Raw -17653.903409 + Penalty 840.203649 = -16813.699760
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (117763.470000 sec): 3 clusters
  Score: Raw -17875.850551 + Penalty 1680.407298 = -16195.443253
  nChanged 23
		SP:Iteration 1F (117763.650000 sec): 3 clusters
  Score: Raw -17982.379984 + Penalty 1680.407298 = -16301.972685
  nChanged 10
		SP:Iteration 2F (117763.820000 sec): 3 clusters
  Score: Raw -18044.202525 + Penalty 1680.407298 = -16363.795227
  nChanged 2
		SP:Iteration 3Q (117764.000000 sec): 3 clusters
  Score: Raw -18056.725233 + Penalty 1680.407298 = -16376.317935
  nChanged 1
		SP:Iteration 4Q (117764.180000 sec): 3 clusters
  Score: Raw -18067.284421 + Penalty 1680.407298 = -16386.877123
  nChanged 1
		SP:Iteration 5Q (117764.350000 sec): 3 clusters
  Score: Raw -18070.604177 + Penalty 1680.407298 = -16390.196879
  nChanged 0
		SP:Iteration 6F (117764.530000 sec): 3 clusters
  Score: Raw -18070.604177 + Penalty 1680.407298 = -16390.196879
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 65 (219 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (117764.620000 sec): 2 clusters
  Score: Raw -14474.647562 + Penalty 875.724156 = -13598.923406
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (117764.790000 sec): 3 clusters
  Score: Raw -14578.628871 + Penalty 1751.448312 = -12827.180559
  nChanged 48
		SP:Iteration 1F (117764.970000 sec): 3 clusters
  Score: Raw -14774.271039 + Penalty 1751.448312 = -13022.822727
  nChanged 12
		SP:Iteration 2F (117765.140000 sec): 3 clusters
  Score: Raw -14837.611666 + Penalty 1751.448312 = -13086.163353
  nChanged 6
		SP:Iteration 3Q (117765.320000 sec): 3 clusters
  Score: Raw -14896.294932 + Penalty 1751.448312 = -13144.846620
  nChanged 2
		SP:Iteration 4Q (117765.500000 sec): 3 clusters
  Score: Raw -14906.003155 + Penalty 1751.448312 = -13154.554843
  nChanged 0
		SP:Iteration 5F (117765.670000 sec): 3 clusters
  Score: Raw -14906.003155 + Penalty 1751.448312 = -13154.554843
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 66 (1456 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (117765.760000 sec): 2 clusters
  Score: Raw -174628.970716 + Penalty 1183.560337 = -173445.410379
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (117765.930000 sec): 3 clusters
  Score: Raw -174026.776916 + Penalty 2367.120674 = -171659.656241
  nChanged 485
		SP:Iteration 1F (117766.110000 sec): 3 clusters
  Score: Raw -174377.863544 + Penalty 2367.120674 = -172010.742870
  nChanged 130
		SP:Iteration 2F (117766.280000 sec): 3 clusters
  Score: Raw -174494.918685 + Penalty 2367.120674 = -172127.798011
  nChanged 81
		SP:Iteration 3F (117766.460000 sec): 3 clusters
  Score: Raw -174571.970964 + Penalty 2367.120674 = -172204.850290
  nChanged 50
		SP:Iteration 4Q (117766.640000 sec): 3 clusters
  Score: Raw -174611.050034 + Penalty 2367.120674 = -172243.929360
  nChanged 23
		SP:Iteration 5Q (117766.810000 sec): 3 clusters
  Score: Raw -174624.538973 + Penalty 2367.120674 = -172257.418299
  nChanged 19
		SP:Iteration 6Q (117766.990000 sec): 3 clusters
  Score: Raw -174636.412300 + Penalty 2367.120674 = -172269.291626
  nChanged 18
		SP:Iteration 7Q (117767.160000 sec): 3 clusters
  Score: Raw -174648.079645 + Penalty 2367.120674 = -172280.958970
  nChanged 18
		SP:Iteration 8Q (117767.340000 sec): 3 clusters
  Score: Raw -174655.219925 + Penalty 2367.120674 = -172288.099250
  nChanged 5
		SP:Iteration 9Q (117767.520000 sec): 3 clusters
  Score: Raw -174658.168321 + Penalty 2367.120674 = -172291.047646
  nChanged 7
		SP:Iteration 10Q (117767.690000 sec): 3 clusters
  Score: Raw -174660.078235 + Penalty 2367.120674 = -172292.957561
  nChanged 2
		SP:Iteration 11Q (117767.870000 sec): 3 clusters
  Score: Raw -174660.813640 + Penalty 2367.120674 = -172293.692966
  nChanged 3
		SP:Iteration 12Q (117768.040000 sec): 3 clusters
  Score: Raw -174662.055398 + Penalty 2367.120674 = -172294.934723
  nChanged 1
		SP:Iteration 13Q (117768.220000 sec): 3 clusters
  Score: Raw -174662.192027 + Penalty 2367.120674 = -172295.071353
  nChanged 0
		SP:Iteration 14F (117768.250000 sec): 3 clusters
  Score: Raw -174662.192027 + Penalty 2367.120674 = -172295.071353
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 67 (127 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (117768.290000 sec): 2 clusters
  Score: Raw -8944.653045 + Penalty 787.180402 = -8157.472643
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (117768.300000 sec): 3 clusters
  Score: Raw -9221.747427 + Penalty 1574.360803 = -7647.386624
  nChanged 15
		SP:Iteration 1F (117768.300000 sec): 3 clusters
  Score: Raw -9303.593535 + Penalty 1574.360803 = -7729.232732
  nChanged 3
		SP:Iteration 2Q (117768.310000 sec): 3 clusters
  Score: Raw -9343.724186 + Penalty 1574.360803 = -7769.363383
  nChanged 0
		SP:Iteration 3F (117768.320000 sec): 3 clusters
  Score: Raw -9343.724186 + Penalty 1574.360803 = -7769.363383
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 68 (1349 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (117768.400000 sec): 2 clusters
  Score: Raw -157719.570524 + Penalty 1171.156814 = -156548.413710
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (117768.580000 sec): 3 clusters
  Score: Raw -157215.258634 + Penalty 2342.313628 = -154872.945006
  nChanged 455
		SP:Iteration 1F (117768.750000 sec): 3 clusters
  Score: Raw -157620.504871 + Penalty 2342.313628 = -155278.191243
  nChanged 128
		SP:Iteration 2F (117768.920000 sec): 3 clusters
  Score: Raw -157772.895401 + Penalty 2342.313628 = -155430.581772
  nChanged 65
		SP:Iteration 3Q (117769.100000 sec): 3 clusters
  Score: Raw -157851.702168 + Penalty 2342.313628 = -155509.388539
  nChanged 45
		SP:Iteration 4Q (117769.280000 sec): 3 clusters
  Score: Raw -157913.994886 + Penalty 2342.313628 = -155571.681258
  nChanged 40
		SP:Iteration 5Q (117769.450000 sec): 3 clusters
  Score: Raw -157963.071609 + Penalty 2342.313628 = -155620.757981
  nChanged 47
		SP:Iteration 6Q (117769.630000 sec): 3 clusters
  Score: Raw -158038.491320 + Penalty 2342.313628 = -155696.177692
  nChanged 45
		SP:Iteration 7Q (117769.800000 sec): 3 clusters
  Score: Raw -158102.498037 + Penalty 2342.313628 = -155760.184409
  nChanged 38
		SP:Iteration 8Q (117769.980000 sec): 3 clusters
  Score: Raw -158177.198798 + Penalty 2342.313628 = -155834.885170
  nChanged 40
		SP:Iteration 9Q (117770.160000 sec): 3 clusters
  Score: Raw -158233.408463 + Penalty 2342.313628 = -155891.094835
  nChanged 38
		SP:Iteration 10Q (117770.330000 sec): 3 clusters
  Score: Raw -158284.788452 + Penalty 2342.313628 = -155942.474824
  nChanged 33
		SP:Iteration 11Q (117770.510000 sec): 3 clusters
  Score: Raw -158325.025310 + Penalty 2342.313628 = -155982.711682
  nChanged 24
		SP:Iteration 12Q (117770.680000 sec): 3 clusters
  Score: Raw -158349.529425 + Penalty 2342.313628 = -156007.215797
  nChanged 17
		SP:Iteration 13Q (117770.860000 sec): 3 clusters
  Score: Raw -158364.958226 + Penalty 2342.313628 = -156022.644598
  nChanged 12
		SP:Iteration 14Q (117771.040000 sec): 3 clusters
  Score: Raw -158375.887753 + Penalty 2342.313628 = -156033.574125
  nChanged 13
		SP:Iteration 15Q (117771.210000 sec): 3 clusters
  Score: Raw -158389.724137 + Penalty 2342.313628 = -156047.410509
  nChanged 8
		SP:Iteration 16Q (117771.390000 sec): 3 clusters
  Score: Raw -158396.117633 + Penalty 2342.313628 = -156053.804004
  nChanged 5
		SP:Iteration 17Q (117771.560000 sec): 3 clusters
  Score: Raw -158399.650805 + Penalty 2342.313628 = -156057.337177
  nChanged 5
		SP:Iteration 18Q (117771.790000 sec): 3 clusters
  Score: Raw -158404.010984 + Penalty 2342.313628 = -156061.697355
  nChanged 8
		SP:Iteration 19Q (117771.910000 sec): 3 clusters
  Score: Raw -158410.908676 + Penalty 2342.313628 = -156068.595048
  nChanged 6
		SP:Iteration 20F (117772.090000 sec): 3 clusters
  Score: Raw -158414.135563 + Penalty 2342.313628 = -156071.821935
  nChanged 1
		SP:Iteration 21Q (117772.260000 sec): 3 clusters
  Score: Raw -158414.730162 + Penalty 2342.313628 = -156072.416533
  nChanged 1
		SP:Iteration 22Q (117772.440000 sec): 3 clusters
  Score: Raw -158415.984823 + Penalty 2342.313628 = -156073.671195
  nChanged 1
		SP:Iteration 23Q (117772.610000 sec): 3 clusters
  Score: Raw -158416.624351 + Penalty 2342.313628 = -156074.310723
  nChanged 3
		SP:Iteration 24Q (117772.790000 sec): 3 clusters
  Score: Raw -158418.997469 + Penalty 2342.313628 = -156076.683841
  nChanged 2
		SP:Iteration 25Q (117772.970000 sec): 3 clusters
  Score: Raw -158421.090844 + Penalty 2342.313628 = -156078.777216
  nChanged 6
		SP:Iteration 26Q (117773.140000 sec): 3 clusters
  Score: Raw -158425.578179 + Penalty 2342.313628 = -156083.264551
  nChanged 8
		SP:Iteration 27Q (117773.320000 sec): 3 clusters
  Score: Raw -158432.692530 + Penalty 2342.313628 = -156090.378902
  nChanged 10
		SP:Iteration 28Q (117773.490000 sec): 3 clusters
  Score: Raw -158442.250002 + Penalty 2342.313628 = -156099.936374
  nChanged 13
		SP:Iteration 29Q (117773.670000 sec): 3 clusters
  Score: Raw -158457.060582 + Penalty 2342.313628 = -156114.746954
  nChanged 16
		SP:Iteration 30Q (117773.850000 sec): 3 clusters
  Score: Raw -158480.801411 + Penalty 2342.313628 = -156138.487783
  nChanged 10
		SP:Iteration 31Q (117774.020000 sec): 3 clusters
  Score: Raw -158499.552974 + Penalty 2342.313628 = -156157.239346
  nChanged 10
		SP:Iteration 32Q (117774.200000 sec): 3 clusters
  Score: Raw -158514.749132 + Penalty 2342.313628 = -156172.435503
  nChanged 9
		SP:Iteration 33Q (117774.370000 sec): 3 clusters
  Score: Raw -158535.319551 + Penalty 2342.313628 = -156193.005923
  nChanged 7
		SP:Iteration 34Q (117774.550000 sec): 3 clusters
  Score: Raw -158549.932618 + Penalty 2342.313628 = -156207.618989
  nChanged 5
		SP:Iteration 35Q (117774.730000 sec): 3 clusters
  Score: Raw -158553.709346 + Penalty 2342.313628 = -156211.395718
  nChanged 3
		SP:Iteration 36Q (117774.900000 sec): 3 clusters
  Score: Raw -158557.639198 + Penalty 2342.313628 = -156215.325570
  nChanged 1
		SP:Iteration 37Q (117775.080000 sec): 3 clusters
  Score: Raw -158558.439281 + Penalty 2342.313628 = -156216.125653
  nChanged 1
		SP:Iteration 38Q (117775.250000 sec): 3 clusters
  Score: Raw -158559.187556 + Penalty 2342.313628 = -156216.873928
  nChanged 1
		SP:Iteration 39Q (117775.430000 sec): 3 clusters
  Score: Raw -158560.088214 + Penalty 2342.313628 = -156217.774586
  nChanged 2
		SP:Iteration 40F (117775.600000 sec): 3 clusters
  Score: Raw -158562.025579 + Penalty 2342.313628 = -156219.711950
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 69 (166 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (117775.690000 sec): 2 clusters
  Score: Raw -14373.447967 + Penalty 830.698016 = -13542.749952
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (117775.870000 sec): 3 clusters
  Score: Raw -14533.936955 + Penalty 1661.396031 = -12872.540924
  nChanged 22
		SP:Iteration 1F (117776.040000 sec): 3 clusters
  Score: Raw -14630.732495 + Penalty 1661.396031 = -12969.336464
  nChanged 8
		SP:Iteration 2Q (117776.220000 sec): 3 clusters
  Score: Raw -14677.586354 + Penalty 1661.396031 = -13016.190322
  nChanged 5
		SP:Iteration 3Q (117776.390000 sec): 3 clusters
  Score: Raw -14713.713079 + Penalty 1661.396031 = -13052.317047
  nChanged 3
		SP:Iteration 4Q (117776.570000 sec): 3 clusters
  Score: Raw -14734.313460 + Penalty 1661.396031 = -13072.917429
  nChanged 2
		SP:Iteration 5Q (117776.750000 sec): 3 clusters
  Score: Raw -14745.113086 + Penalty 1661.396031 = -13083.717055
  nChanged 0
		SP:Iteration 6F (117776.920000 sec): 3 clusters
  Score: Raw -14745.113086 + Penalty 1661.396031 = -13083.717055
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 70 (39019 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (117777.250000 sec): 2 clusters
  Score: Raw -4706274.686092 + Penalty 1717.918148 = -4704556.767944
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (117777.710000 sec): 3 clusters
  Score: Raw -4681918.276917 + Penalty 3435.836295 = -4678482.440622
  nChanged 18106
		SP:Iteration 1F (117778.150000 sec): 3 clusters
  Score: Raw -4692048.294843 + Penalty 3435.836295 = -4688612.458547
  nChanged 1790
		SP:Iteration 2Q (117778.650000 sec): 3 clusters
  Score: Raw -4692715.190889 + Penalty 3435.836295 = -4689279.354593
  nChanged 1829
		SP:Iteration 3Q (117779.140000 sec): 3 clusters
  Score: Raw -4693525.338915 + Penalty 3435.836295 = -4690089.502620
  nChanged 1926
		SP:Iteration 4Q (117779.630000 sec): 3 clusters
  Score: Raw -4694517.961132 + Penalty 3435.836295 = -4691082.124837
  nChanged 2085
		SP:Iteration 5F (117780.090000 sec): 3 clusters
  Score: Raw -4695754.786090 + Penalty 3435.836295 = -4692318.949795
  nChanged 2241
		SP:Iteration 6F (117780.530000 sec): 3 clusters
  Score: Raw -4697341.256213 + Penalty 3435.836295 = -4693905.419917
  nChanged 2376
		SP:Iteration 7F (117780.980000 sec): 3 clusters
  Score: Raw -4699187.825508 + Penalty 3435.836295 = -4695751.989213
  nChanged 2254
		SP:Iteration 8F (117781.470000 sec): 3 clusters
  Score: Raw -4700958.744331 + Penalty 3435.836295 = -4697522.908036
  nChanged 1894
		SP:Iteration 9Q (117781.900000 sec): 3 clusters
  Score: Raw -4702423.025494 + Penalty 3435.836295 = -4698987.189199
  nChanged 1538
		SP:Iteration 10Q (117782.370000 sec): 3 clusters
  Score: Raw -4703571.163538 + Penalty 3435.836295 = -4700135.327242
  nChanged 1212
		SP:Iteration 11Q (117782.850000 sec): 3 clusters
  Score: Raw -4704471.778228 + Penalty 3435.836295 = -4701035.941933
  nChanged 916
		SP:Iteration 12Q (117783.300000 sec): 3 clusters
  Score: Raw -4705131.797808 + Penalty 3435.836295 = -4701695.961513
  nChanged 666
		SP:Iteration 13Q (117783.760000 sec): 3 clusters
  Score: Raw -4705629.643458 + Penalty 3435.836295 = -4702193.807163
  nChanged 422
		SP:Iteration 14Q (117784.240000 sec): 3 clusters
  Score: Raw -4705963.837458 + Penalty 3435.836295 = -4702528.001163
  nChanged 286
		SP:Iteration 15Q (117784.710000 sec): 3 clusters
  Score: Raw -4706167.607226 + Penalty 3435.836295 = -4702731.770930
  nChanged 157
		SP:Iteration 16Q (117785.150000 sec): 3 clusters
  Score: Raw -4706291.749504 + Penalty 3435.836295 = -4702855.913209
  nChanged 98
		SP:Iteration 17Q (117785.630000 sec): 3 clusters
  Score: Raw -4706370.975151 + Penalty 3435.836295 = -4702935.138856
  nChanged 58
		SP:Iteration 18Q (117786.060000 sec): 3 clusters
  Score: Raw -4706423.546829 + Penalty 3435.836295 = -4702987.710533
  nChanged 48
		SP:Iteration 19Q (117786.530000 sec): 3 clusters
  Score: Raw -4706465.331838 + Penalty 3435.836295 = -4703029.495542
  nChanged 30
		SP:Iteration 20F (117786.970000 sec): 3 clusters
  Score: Raw -4706489.985022 + Penalty 3435.836295 = -4703054.148726
  nChanged 15
		SP:Iteration 21Q (117787.390000 sec): 3 clusters
  Score: Raw -4706503.701658 + Penalty 3435.836295 = -4703067.865363
  nChanged 14
		SP:Iteration 22Q (117787.770000 sec): 3 clusters
  Score: Raw -4706514.005554 + Penalty 3435.836295 = -4703078.169259
  nChanged 9
		SP:Iteration 23Q (117788.240000 sec): 3 clusters
  Score: Raw -4706520.793550 + Penalty 3435.836295 = -4703084.957254
  nChanged 7
		SP:Iteration 24Q (117788.670000 sec): 3 clusters
  Score: Raw -4706525.085531 + Penalty 3435.836295 = -4703089.249235
  nChanged 3
		SP:Iteration 25Q (117789.150000 sec): 3 clusters
  Score: Raw -4706526.725090 + Penalty 3435.836295 = -4703090.888795
  nChanged 2
		SP:Iteration 26Q (117789.580000 sec): 3 clusters
  Score: Raw -4706528.092514 + Penalty 3435.836295 = -4703092.256219
  nChanged 2
		SP:Iteration 27Q (117789.950000 sec): 3 clusters
  Score: Raw -4706529.688987 + Penalty 3435.836295 = -4703093.852691
  nChanged 3
		SP:Iteration 28Q (117790.370000 sec): 3 clusters
  Score: Raw -4706531.616399 + Penalty 3435.836295 = -4703095.780104
  nChanged 1
		SP:Iteration 29Q (117790.840000 sec): 3 clusters
  Score: Raw -4706532.196855 + Penalty 3435.836295 = -4703096.360560
  nChanged 1
		SP:Iteration 30Q (117791.270000 sec): 3 clusters
  Score: Raw -4706533.899574 + Penalty 3435.836295 = -4703098.063279
  nChanged 2
		SP:Iteration 31Q (117791.740000 sec): 3 clusters
  Score: Raw -4706535.278498 + Penalty 3435.836295 = -4703099.442202
  nChanged 3
		SP:Iteration 32Q (117792.170000 sec): 3 clusters
  Score: Raw -4706537.860663 + Penalty 3435.836295 = -4703102.024368
  nChanged 0
		SP:Iteration 33F (117792.700000 sec): 3 clusters
  Score: Raw -4706537.860663 + Penalty 3435.836295 = -4703102.024368
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 71 (210 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (117792.770000 sec): 2 clusters
  Score: Raw -15545.537774 + Penalty 868.904974 = -14676.632800
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (117792.950000 sec): 3 clusters
  Score: Raw -15645.455624 + Penalty 1737.809947 = -13907.645676
  nChanged 41
		SP:Iteration 1F (117793.120000 sec): 3 clusters
  Score: Raw -15926.030418 + Penalty 1737.809947 = -14188.220470
  nChanged 9
		SP:Iteration 2Q (117793.300000 sec): 3 clusters
  Score: Raw -15959.347751 + Penalty 1737.809947 = -14221.537803
  nChanged 4
		SP:Iteration 3Q (117793.480000 sec): 3 clusters
  Score: Raw -15968.775675 + Penalty 1737.809947 = -14230.965727
  nChanged 3
		SP:Iteration 4Q (117793.650000 sec): 3 clusters
  Score: Raw -15975.632364 + Penalty 1737.809947 = -14237.822417
  nChanged 2
		SP:Iteration 5Q (117793.820000 sec): 3 clusters
  Score: Raw -15982.944850 + Penalty 1737.809947 = -14245.134902
  nChanged 0
		SP:Iteration 6F (117794.000000 sec): 3 clusters
  Score: Raw -15982.944850 + Penalty 1737.809947 = -14245.134902
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 72 (562 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (117794.090000 sec): 2 clusters
  Score: Raw -80798.499171 + Penalty 1028.869051 = -79769.630121
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (117794.260000 sec): 3 clusters
  Score: Raw -80751.717869 + Penalty 2057.738101 = -78693.979768
  nChanged 140
		SP:Iteration 1F (117794.440000 sec): 3 clusters
  Score: Raw -80959.131941 + Penalty 2057.738101 = -78901.393839
  nChanged 44
		SP:Iteration 2F (117794.620000 sec): 3 clusters
  Score: Raw -81019.260176 + Penalty 2057.738101 = -78961.522075
  nChanged 26
		SP:Iteration 3Q (117794.790000 sec): 3 clusters
  Score: Raw -81069.762109 + Penalty 2057.738101 = -79012.024008
  nChanged 20
		SP:Iteration 4Q (117794.970000 sec): 3 clusters
  Score: Raw -81112.402175 + Penalty 2057.738101 = -79054.664073
  nChanged 11
		SP:Iteration 5Q (117795.140000 sec): 3 clusters
  Score: Raw -81145.590123 + Penalty 2057.738101 = -79087.852021
  nChanged 10
		SP:Iteration 6Q (117795.320000 sec): 3 clusters
  Score: Raw -81164.833111 + Penalty 2057.738101 = -79107.095010
  nChanged 4
		SP:Iteration 7Q (117795.500000 sec): 3 clusters
  Score: Raw -81180.382779 + Penalty 2057.738101 = -79122.644678
  nChanged 9
		SP:Iteration 8Q (117795.670000 sec): 3 clusters
  Score: Raw -81205.173774 + Penalty 2057.738101 = -79147.435672
  nChanged 12
		SP:Iteration 9Q (117795.850000 sec): 3 clusters
  Score: Raw -81237.136714 + Penalty 2057.738101 = -79179.398613
  nChanged 10
		SP:Iteration 10Q (117796.020000 sec): 3 clusters
  Score: Raw -81264.126055 + Penalty 2057.738101 = -79206.387954
  nChanged 12
		SP:Iteration 11Q (117796.200000 sec): 3 clusters
  Score: Raw -81307.796182 + Penalty 2057.738101 = -79250.058081
  nChanged 14
		SP:Iteration 12Q (117796.380000 sec): 3 clusters
  Score: Raw -81381.868875 + Penalty 2057.738101 = -79324.130773
  nChanged 21
		SP:Iteration 13Q (117796.550000 sec): 3 clusters
  Score: Raw -81456.861799 + Penalty 2057.738101 = -79399.123698
  nChanged 11
		SP:Iteration 14Q (117796.730000 sec): 3 clusters
  Score: Raw -81503.529332 + Penalty 2057.738101 = -79445.791230
  nChanged 13
		SP:Iteration 15Q (117796.900000 sec): 3 clusters
  Score: Raw -81563.945768 + Penalty 2057.738101 = -79506.207667
  nChanged 14
		SP:Iteration 16Q (117797.060000 sec): 3 clusters
  Score: Raw -81640.890818 + Penalty 2057.738101 = -79583.152716
  nChanged 17
		SP:Iteration 17Q (117797.220000 sec): 3 clusters
  Score: Raw -81709.119849 + Penalty 2057.738101 = -79651.381748
  nChanged 7
		SP:Iteration 18Q (117797.380000 sec): 3 clusters
  Score: Raw -81735.179908 + Penalty 2057.738101 = -79677.441807
  nChanged 5
		SP:Iteration 19Q (117797.540000 sec): 3 clusters
  Score: Raw -81746.862629 + Penalty 2057.738101 = -79689.124527
  nChanged 8
		SP:Iteration 20F (117797.700000 sec): 3 clusters
  Score: Raw -81773.417971 + Penalty 2057.738101 = -79715.679870
  nChanged 8
		SP:Iteration 21Q (117797.860000 sec): 3 clusters
  Score: Raw -81819.003988 + Penalty 2057.738101 = -79761.265887
  nChanged 11
		SP:Iteration 22Q (117798.020000 sec): 3 clusters
  Score: Raw -81860.921454 + Penalty 2057.738101 = -79803.183353
  nChanged 7
		SP:Iteration 23Q (117798.200000 sec): 3 clusters
  Score: Raw -81881.268187 + Penalty 2057.738101 = -79823.530086
  nChanged 7
		SP:Iteration 24Q (117798.380000 sec): 3 clusters
  Score: Raw -81894.071886 + Penalty 2057.738101 = -79836.333785
  nChanged 6
		SP:Iteration 25Q (117798.550000 sec): 3 clusters
  Score: Raw -81916.362265 + Penalty 2057.738101 = -79858.624164
  nChanged 6
		SP:Iteration 26Q (117798.730000 sec): 3 clusters
  Score: Raw -81929.031962 + Penalty 2057.738101 = -79871.293861
  nChanged 3
		SP:Iteration 27Q (117798.900000 sec): 3 clusters
  Score: Raw -81939.714356 + Penalty 2057.738101 = -79881.976254
  nChanged 1
		SP:Iteration 28Q (117799.080000 sec): 3 clusters
  Score: Raw -81941.552207 + Penalty 2057.738101 = -79883.814106
  nChanged 0
		SP:Iteration 29F (117799.260000 sec): 3 clusters
  Score: Raw -81941.552207 + Penalty 2057.738101 = -79883.814106
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 79.
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 73 (133 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (117799.360000 sec): 2 clusters
  Score: Raw -15200.224583 + Penalty 794.681733 = -14405.542850
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (117799.390000 sec): 3 clusters
  Score: Raw -15411.737950 + Penalty 1589.363467 = -13822.374484
  nChanged 19
		SP:Iteration 1F (117799.390000 sec): 3 clusters
  Score: Raw -15497.347826 + Penalty 1589.363467 = -13907.984360
  nChanged 8
		SP:Iteration 2F (117799.400000 sec): 3 clusters
  Score: Raw -15541.649476 + Penalty 1589.363467 = -13952.286010
  nChanged 4
		SP:Iteration 3Q (117799.400000 sec): 3 clusters
  Score: Raw -15562.806288 + Penalty 1589.363467 = -13973.442822
  nChanged 1
		SP:Iteration 4Q (117799.400000 sec): 3 clusters
  Score: Raw -15565.401924 + Penalty 1589.363467 = -13976.038458
  nChanged 1
		SP:Iteration 5Q (117799.410000 sec): 3 clusters
  Score: Raw -15570.599093 + Penalty 1589.363467 = -13981.235626
  nChanged 2
		SP:Iteration 6Q (117799.410000 sec): 3 clusters
  Score: Raw -15587.220424 + Penalty 1589.363467 = -13997.856958
  nChanged 1
		SP:Iteration 7Q (117799.420000 sec): 3 clusters
  Score: Raw -15596.923243 + Penalty 1589.363467 = -14007.559776
  nChanged 0
		SP:Iteration 8F (117799.420000 sec): 3 clusters
  Score: Raw -15596.923243 + Penalty 1589.363467 = -14007.559776
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 74 (8518 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (117799.540000 sec): 2 clusters
  Score: Raw -1069703.419832 + Penalty 1470.614738 = -1068232.805094
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (117799.750000 sec): 3 clusters
  Score: Raw -1064960.566377 + Penalty 2941.229476 = -1062019.336901
  nChanged 3624
		SP:Iteration 1F (117799.950000 sec): 3 clusters
  Score: Raw -1066963.573328 + Penalty 2941.229476 = -1064022.343852
  nChanged 594
		SP:Iteration 2F (117800.140000 sec): 3 clusters
  Score: Raw -1067262.406874 + Penalty 2941.229476 = -1064321.177398
  nChanged 454
		SP:Iteration 3F (117800.340000 sec): 3 clusters
  Score: Raw -1067461.456940 + Penalty 2941.229476 = -1064520.227463
  nChanged 355
		SP:Iteration 4Q (117800.530000 sec): 3 clusters
  Score: Raw -1067631.058722 + Penalty 2941.229476 = -1064689.829246
  nChanged 311
		SP:Iteration 5Q (117800.730000 sec): 3 clusters
  Score: Raw -1067769.832091 + Penalty 2941.229476 = -1064828.602615
  nChanged 285
		SP:Iteration 6Q (117800.920000 sec): 3 clusters
  Score: Raw -1067900.506357 + Penalty 2941.229476 = -1064959.276881
  nChanged 299
		SP:Iteration 7Q (117801.110000 sec): 3 clusters
  Score: Raw -1068049.273874 + Penalty 2941.229476 = -1065108.044398
  nChanged 305
		SP:Iteration 8Q (117801.310000 sec): 3 clusters
  Score: Raw -1068219.563002 + Penalty 2941.229476 = -1065278.333525
  nChanged 315
		SP:Iteration 9Q (117801.500000 sec): 3 clusters
  Score: Raw -1068409.207012 + Penalty 2941.229476 = -1065467.977535
  nChanged 348
		SP:Iteration 10Q (117801.700000 sec): 3 clusters
  Score: Raw -1068636.066357 + Penalty 2941.229476 = -1065694.836880
  nChanged 322
		SP:Iteration 11Q (117801.890000 sec): 3 clusters
  Score: Raw -1068862.792689 + Penalty 2941.229476 = -1065921.563213
  nChanged 286
		SP:Iteration 12Q (117802.080000 sec): 3 clusters
  Score: Raw -1069075.255877 + Penalty 2941.229476 = -1066134.026401
  nChanged 238
		SP:Iteration 13Q (117802.270000 sec): 3 clusters
  Score: Raw -1069253.035908 + Penalty 2941.229476 = -1066311.806431
  nChanged 205
		SP:Iteration 14Q (117802.460000 sec): 3 clusters
  Score: Raw -1069398.777408 + Penalty 2941.229476 = -1066457.547932
  nChanged 150
		SP:Iteration 15Q (117802.660000 sec): 3 clusters
  Score: Raw -1069512.595392 + Penalty 2941.229476 = -1066571.365915
  nChanged 117
		SP:Iteration 16Q (117802.900000 sec): 3 clusters
  Score: Raw -1069607.436558 + Penalty 2941.229476 = -1066666.207082
  nChanged 80
		SP:Iteration 17Q (117803.090000 sec): 3 clusters
  Score: Raw -1069669.624887 + Penalty 2941.229476 = -1066728.395410
  nChanged 69
		SP:Iteration 18Q (117803.290000 sec): 3 clusters
  Score: Raw -1069728.522854 + Penalty 2941.229476 = -1066787.293377
  nChanged 52
		SP:Iteration 19Q (117803.480000 sec): 3 clusters
  Score: Raw -1069776.427020 + Penalty 2941.229476 = -1066835.197543
  nChanged 33
		SP:Iteration 20F (117803.680000 sec): 3 clusters
  Score: Raw -1069807.758679 + Penalty 2941.229476 = -1066866.529202
  nChanged 23
		SP:Iteration 21Q (117803.870000 sec): 3 clusters
  Score: Raw -1069829.569087 + Penalty 2941.229476 = -1066888.339611
  nChanged 18
		SP:Iteration 22Q (117804.060000 sec): 3 clusters
  Score: Raw -1069848.190565 + Penalty 2941.229476 = -1066906.961089
  nChanged 14
		SP:Iteration 23Q (117804.260000 sec): 3 clusters
  Score: Raw -1069861.316836 + Penalty 2941.229476 = -1066920.087360
  nChanged 12
		SP:Iteration 24Q (117804.460000 sec): 3 clusters
  Score: Raw -1069873.447842 + Penalty 2941.229476 = -1066932.218366
  nChanged 7
		SP:Iteration 25Q (117804.650000 sec): 3 clusters
  Score: Raw -1069881.678330 + Penalty 2941.229476 = -1066940.448854
  nChanged 5
		SP:Iteration 26Q (117804.850000 sec): 3 clusters
  Score: Raw -1069888.255021 + Penalty 2941.229476 = -1066947.025545
  nChanged 7
		SP:Iteration 27Q (117805.040000 sec): 3 clusters
  Score: Raw -1069896.007685 + Penalty 2941.229476 = -1066954.778208
  nChanged 5
		SP:Iteration 28Q (117805.230000 sec): 3 clusters
  Score: Raw -1069904.098822 + Penalty 2941.229476 = -1066962.869346
  nChanged 6
		SP:Iteration 29Q (117805.430000 sec): 3 clusters
  Score: Raw -1069912.174132 + Penalty 2941.229476 = -1066970.944655
  nChanged 4
		SP:Iteration 30Q (117805.630000 sec): 3 clusters
  Score: Raw -1069917.439778 + Penalty 2941.229476 = -1066976.210301
  nChanged 4
		SP:Iteration 31Q (117805.820000 sec): 3 clusters
  Score: Raw -1069920.737980 + Penalty 2941.229476 = -1066979.508504
  nChanged 3
		SP:Iteration 32Q (117806.000000 sec): 3 clusters
  Score: Raw -1069923.587486 + Penalty 2941.229476 = -1066982.358010
  nChanged 4
		SP:Iteration 33Q (117806.120000 sec): 3 clusters
  Score: Raw -1069929.798691 + Penalty 2941.229476 = -1066988.569214
  nChanged 7
		SP:Iteration 34Q (117806.240000 sec): 3 clusters
  Score: Raw -1069936.324387 + Penalty 2941.229476 = -1066995.094910
  nChanged 0
		SP:Iteration 35F (117806.370000 sec): 3 clusters
  Score: Raw -1069936.324387 + Penalty 2941.229476 = -1066995.094910
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 75 (190 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (117806.420000 sec): 2 clusters
  Score: Raw -14957.151319 + Penalty 852.641412 = -14104.509907
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (117806.430000 sec): 3 clusters
  Score: Raw -15078.077632 + Penalty 1705.282823 = -13372.794809
  nChanged 23
		SP:Iteration 1F (117806.430000 sec): 3 clusters
  Score: Raw -15174.694751 + Penalty 1705.282823 = -13469.411928
  nChanged 11
		SP:Iteration 2F (117806.430000 sec): 3 clusters
  Score: Raw -15218.698545 + Penalty 1705.282823 = -13513.415721
  nChanged 6
		SP:Iteration 3Q (117806.440000 sec): 3 clusters
  Score: Raw -15259.897699 + Penalty 1705.282823 = -13554.614875
  nChanged 6
		SP:Iteration 4Q (117806.450000 sec): 3 clusters
  Score: Raw -15307.590484 + Penalty 1705.282823 = -13602.307661
  nChanged 4
		SP:Iteration 5Q (117806.460000 sec): 3 clusters
  Score: Raw -15340.642494 + Penalty 1705.282823 = -13635.359670
  nChanged 2
		SP:Iteration 6Q (117806.470000 sec): 3 clusters
  Score: Raw -15355.104977 + Penalty 1705.282823 = -13649.822153
  nChanged 1
		SP:Iteration 7Q (117806.470000 sec): 3 clusters
  Score: Raw -15359.582159 + Penalty 1705.282823 = -13654.299336
  nChanged 1
		SP:Iteration 8Q (117806.480000 sec): 3 clusters
  Score: Raw -15362.052823 + Penalty 1705.282823 = -13656.770000
  nChanged 0
		SP:Iteration 9F (117806.490000 sec): 3 clusters
  Score: Raw -15362.052823 + Penalty 1705.282823 = -13656.770000
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 76 (12782 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (117806.660000 sec): 2 clusters
  Score: Raw -1601217.038980 + Penalty 1536.566397 = -1599680.472583
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (117806.910000 sec): 3 clusters
  Score: Raw -1593794.855364 + Penalty 3073.132793 = -1590721.722571
  nChanged 5662
		SP:Iteration 1F (117807.160000 sec): 3 clusters
  Score: Raw -1596901.147853 + Penalty 3073.132793 = -1593828.015060
  nChanged 802
		SP:Iteration 2F (117807.450000 sec): 3 clusters
  Score: Raw -1597307.489867 + Penalty 3073.132793 = -1594234.357074
  nChanged 688
		SP:Iteration 3F (117807.610000 sec): 3 clusters
  Score: Raw -1597660.287146 + Penalty 3073.132793 = -1594587.154353
  nChanged 644
		SP:Iteration 4F (117807.830000 sec): 3 clusters
  Score: Raw -1597971.064490 + Penalty 3073.132793 = -1594897.931696
  nChanged 608
		SP:Iteration 5Q (117808.120000 sec): 3 clusters
  Score: Raw -1598229.115820 + Penalty 3073.132793 = -1595155.983026
  nChanged 559
		SP:Iteration 6Q (117808.370000 sec): 3 clusters
  Score: Raw -1598474.602949 + Penalty 3073.132793 = -1595401.470156
  nChanged 573
		SP:Iteration 7Q (117808.610000 sec): 3 clusters
  Score: Raw -1598775.770233 + Penalty 3073.132793 = -1595702.637440
  nChanged 661
		SP:Iteration 8F (117808.860000 sec): 3 clusters
  Score: Raw -1599166.096605 + Penalty 3073.132793 = -1596092.963812
  nChanged 706
		SP:Iteration 9F (117809.030000 sec): 3 clusters
  Score: Raw -1599630.535822 + Penalty 3073.132793 = -1596557.403029
  nChanged 736
		SP:Iteration 10F (117809.280000 sec): 3 clusters
  Score: Raw -1600163.214464 + Penalty 3073.132793 = -1597090.081671
  nChanged 645
		SP:Iteration 11F (117809.530000 sec): 3 clusters
  Score: Raw -1600618.670415 + Penalty 3073.132793 = -1597545.537622
  nChanged 492
		SP:Iteration 12Q (117809.780000 sec): 3 clusters
  Score: Raw -1600949.513302 + Penalty 3073.132793 = -1597876.380509
  nChanged 384
		SP:Iteration 13Q (117810.070000 sec): 3 clusters
  Score: Raw -1601178.772648 + Penalty 3073.132793 = -1598105.639855
  nChanged 247
		SP:Iteration 14Q (117810.320000 sec): 3 clusters
  Score: Raw -1601308.137747 + Penalty 3073.132793 = -1598235.004953
  nChanged 176
		SP:Iteration 15Q (117810.610000 sec): 3 clusters
  Score: Raw -1601397.599466 + Penalty 3073.132793 = -1598324.466673
  nChanged 138
		SP:Iteration 16Q (117810.860000 sec): 3 clusters
  Score: Raw -1601466.178154 + Penalty 3073.132793 = -1598393.045360
  nChanged 93
		SP:Iteration 17Q (117811.150000 sec): 3 clusters
  Score: Raw -1601508.402194 + Penalty 3073.132793 = -1598435.269401
  nChanged 73
		SP:Iteration 18Q (117811.400000 sec): 3 clusters
  Score: Raw -1601536.331243 + Penalty 3073.132793 = -1598463.198449
  nChanged 44
		SP:Iteration 19Q (117811.690000 sec): 3 clusters
  Score: Raw -1601551.874113 + Penalty 3073.132793 = -1598478.741320
  nChanged 39
		SP:Iteration 20F (117811.900000 sec): 3 clusters
  Score: Raw -1601564.011406 + Penalty 3073.132793 = -1598490.878613
  nChanged 30
		SP:Iteration 21Q (117812.200000 sec): 3 clusters
  Score: Raw -1601576.692487 + Penalty 3073.132793 = -1598503.559693
  nChanged 29
		SP:Iteration 22Q (117812.390000 sec): 3 clusters
  Score: Raw -1601588.718261 + Penalty 3073.132793 = -1598515.585468
  nChanged 27
		SP:Iteration 23Q (117812.620000 sec): 3 clusters
  Score: Raw -1601598.168949 + Penalty 3073.132793 = -1598525.036155
  nChanged 14
		SP:Iteration 24Q (117812.840000 sec): 3 clusters
  Score: Raw -1601602.957964 + Penalty 3073.132793 = -1598529.825171
  nChanged 20
		SP:Iteration 25Q (117813.000000 sec): 3 clusters
  Score: Raw -1601609.688893 + Penalty 3073.132793 = -1598536.556100
  nChanged 16
		SP:Iteration 26Q (117813.170000 sec): 3 clusters
  Score: Raw -1601616.109985 + Penalty 3073.132793 = -1598542.977192
  nChanged 15
		SP:Iteration 27Q (117813.420000 sec): 3 clusters
  Score: Raw -1601622.587207 + Penalty 3073.132793 = -1598549.454413
  nChanged 12
		SP:Iteration 28Q (117813.590000 sec): 3 clusters
  Score: Raw -1601627.658428 + Penalty 3073.132793 = -1598554.525635
  nChanged 9
		SP:Iteration 29Q (117813.860000 sec): 3 clusters
  Score: Raw -1601630.497902 + Penalty 3073.132793 = -1598557.365109
  nChanged 9
		SP:Iteration 30Q (117814.070000 sec): 3 clusters
  Score: Raw -1601633.747109 + Penalty 3073.132793 = -1598560.614316
  nChanged 4
		SP:Iteration 31Q (117814.310000 sec): 3 clusters
  Score: Raw -1601635.767611 + Penalty 3073.132793 = -1598562.634818
  nChanged 0
		SP:Iteration 32F (117814.560000 sec): 3 clusters
  Score: Raw -1601635.767611 + Penalty 3073.132793 = -1598562.634818
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 77 (168 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (117814.620000 sec): 2 clusters
  Score: Raw -9925.884633 + Penalty 832.644147 = -9093.240487
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (117814.790000 sec): 3 clusters
  Score: Raw -10207.254699 + Penalty 1665.288293 = -8541.966406
  nChanged 32
		SP:Iteration 1F (117814.970000 sec): 3 clusters
  Score: Raw -10361.958645 + Penalty 1665.288293 = -8696.670352
  nChanged 8
		SP:Iteration 2Q (117815.150000 sec): 3 clusters
  Score: Raw -10414.085930 + Penalty 1665.288293 = -8748.797636
  nChanged 6
		SP:Iteration 3Q (117815.320000 sec): 3 clusters
  Score: Raw -10470.820042 + Penalty 1665.288293 = -8805.531749
  nChanged 1
		SP:Iteration 4Q (117815.500000 sec): 3 clusters
  Score: Raw -10492.999083 + Penalty 1665.288293 = -8827.710789
  nChanged 1
		SP:Iteration 5Q (117815.670000 sec): 3 clusters
  Score: Raw -10497.329921 + Penalty 1665.288293 = -8832.041628
  nChanged 2
		SP:Iteration 6Q (117815.850000 sec): 3 clusters
  Score: Raw -10509.595715 + Penalty 1665.288293 = -8844.307422
  nChanged 1
		SP:Iteration 7Q (117816.030000 sec): 3 clusters
  Score: Raw -10514.172093 + Penalty 1665.288293 = -8848.883799
  nChanged 0
		SP:Iteration 8F (117816.200000 sec): 3 clusters
  Score: Raw -10514.172093 + Penalty 1665.288293 = -8848.883799
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 78 (1004 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (117816.290000 sec): 2 clusters
  Score: Raw -124457.411524 + Penalty 1123.158936 = -123334.252587
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (117816.470000 sec): 3 clusters
  Score: Raw -124102.629488 + Penalty 2246.317873 = -121856.311615
  nChanged 283
		SP:Iteration 1F (117816.640000 sec): 3 clusters
  Score: Raw -124313.250707 + Penalty 2246.317873 = -122066.932834
  nChanged 67
		SP:Iteration 2F (117816.820000 sec): 3 clusters
  Score: Raw -124373.899598 + Penalty 2246.317873 = -122127.581726
  nChanged 29
		SP:Iteration 3Q (117816.990000 sec): 3 clusters
  Score: Raw -124397.936763 + Penalty 2246.317873 = -122151.618890
  nChanged 22
		SP:Iteration 4Q (117817.170000 sec): 3 clusters
  Score: Raw -124422.107144 + Penalty 2246.317873 = -122175.789271
  nChanged 22
		SP:Iteration 5Q (117817.340000 sec): 3 clusters
  Score: Raw -124446.155193 + Penalty 2246.317873 = -122199.837320
  nChanged 13
		SP:Iteration 6Q (117817.520000 sec): 3 clusters
  Score: Raw -124455.234893 + Penalty 2246.317873 = -122208.917020
  nChanged 7
		SP:Iteration 7Q (117817.690000 sec): 3 clusters
  Score: Raw -124464.091184 + Penalty 2246.317873 = -122217.773311
  nChanged 5
		SP:Iteration 8Q (117817.870000 sec): 3 clusters
  Score: Raw -124468.033559 + Penalty 2246.317873 = -122221.715686
  nChanged 3
		SP:Iteration 9Q (117818.050000 sec): 3 clusters
  Score: Raw -124472.223947 + Penalty 2246.317873 = -122225.906074
  nChanged 3
		SP:Iteration 10Q (117818.220000 sec): 3 clusters
  Score: Raw -124474.172943 + Penalty 2246.317873 = -122227.855070
  nChanged 2
		SP:Iteration 11Q (117818.400000 sec): 3 clusters
  Score: Raw -124475.975227 + Penalty 2246.317873 = -122229.657355
  nChanged 3
		SP:Iteration 12Q (117818.570000 sec): 3 clusters
  Score: Raw -124478.769384 + Penalty 2246.317873 = -122232.451512
  nChanged 2
		SP:Iteration 13Q (117818.750000 sec): 3 clusters
  Score: Raw -124480.502929 + Penalty 2246.317873 = -122234.185056
  nChanged 1
		SP:Iteration 14Q (117818.930000 sec): 3 clusters
  Score: Raw -124481.177559 + Penalty 2246.317873 = -122234.859686
  nChanged 2
		SP:Iteration 15Q (117819.100000 sec): 3 clusters
  Score: Raw -124484.896650 + Penalty 2246.317873 = -122238.578778
  nChanged 5
		SP:Iteration 16Q (117819.280000 sec): 3 clusters
  Score: Raw -124490.050486 + Penalty 2246.317873 = -122243.732614
  nChanged 6
		SP:Iteration 17Q (117819.450000 sec): 3 clusters
  Score: Raw -124494.042113 + Penalty 2246.317873 = -122247.724241
  nChanged 3
		SP:Iteration 18Q (117819.630000 sec): 3 clusters
  Score: Raw -124495.173706 + Penalty 2246.317873 = -122248.855833
  nChanged 3
		SP:Iteration 19Q (117819.810000 sec): 3 clusters
  Score: Raw -124498.653442 + Penalty 2246.317873 = -122252.335569
  nChanged 4
		SP:Iteration 20F (117819.980000 sec): 3 clusters
  Score: Raw -124500.823582 + Penalty 2246.317873 = -122254.505709
  nChanged 0
Deleting Class 79 (277 points): Lose 2117.038843 but Gain 2224.536093
Iteration 459Q (117985.750000 sec): 79 clusters
  Score: Raw -104767232.046693 + Penalty 173513.815276 = -104593718.231417
  nChanged 405
Iteration 460F (118209.710000 sec): 79 clusters
  Score: Raw -104767913.805374 + Penalty 173513.815276 = -104594399.990098
  nChanged 140
Iteration 461Q (118372.550000 sec): 79 clusters
  Score: Raw -104767983.452198 + Penalty 173513.815276 = -104594469.636923
  nChanged 96
Iteration 462Q (118535.330000 sec): 79 clusters
  Score: Raw -104768038.215380 + Penalty 173513.815276 = -104594524.400104
  nChanged 67
Iteration 463Q (118698.760000 sec): 79 clusters
  Score: Raw -104768053.736939 + Penalty 173513.815276 = -104594539.921663
  nChanged 47
Iteration 464Q (118862.780000 sec): 79 clusters
  Score: Raw -104768058.005293 + Penalty 173513.815276 = -104594544.190018
  nChanged 48
Iteration 465Q (119026.530000 sec): 79 clusters
  Score: Raw -104768060.829661 + Penalty 173513.815276 = -104594547.014386
  nChanged 50
Iteration 466Q (119189.210000 sec): 79 clusters
  Score: Raw -104768062.667693 + Penalty 173513.815276 = -104594548.852418
  nChanged 47
Iteration 467Q (119350.690000 sec): 79 clusters
  Score: Raw -104768064.051237 + Penalty 173513.815276 = -104594550.235962
  nChanged 53
Iteration 468Q (119513.930000 sec): 79 clusters
  Score: Raw -104768065.630152 + Penalty 173513.815276 = -104594551.814876
  nChanged 47
Iteration 469Q (119677.880000 sec): 79 clusters
  Score: Raw -104768066.741081 + Penalty 173513.815276 = -104594552.925805
  nChanged 51
Iteration 470Q (119841.830000 sec): 79 clusters
  Score: Raw -104768067.831007 + Penalty 173513.815276 = -104594554.015731
  nChanged 50
Iteration 471Q (120005.870000 sec): 79 clusters
  Score: Raw -104768069.178925 + Penalty 173513.815276 = -104594555.363650
  nChanged 60
Iteration 472Q (120169.510000 sec): 79 clusters
  Score: Raw -104768070.672053 + Penalty 173513.815276 = -104594556.856777
  nChanged 62
Iteration 473Q (120333.360000 sec): 79 clusters
  Score: Raw -104768072.203137 + Penalty 173513.815276 = -104594558.387861
  nChanged 56
Iteration 474Q (120495.980000 sec): 79 clusters
  Score: Raw -104768073.853409 + Penalty 173513.815276 = -104594560.038134
  nChanged 64
Iteration 475Q (120658.640000 sec): 79 clusters
  Score: Raw -104768075.771615 + Penalty 173513.815276 = -104594561.956339
  nChanged 68
Iteration 476Q (120821.840000 sec): 79 clusters
  Score: Raw -104768077.743997 + Penalty 173513.815276 = -104594563.928721
  nChanged 65
Iteration 477Q (120984.400000 sec): 79 clusters
  Score: Raw -104768079.853333 + Penalty 173513.815276 = -104594566.038058
  nChanged 63
Iteration 478Q (121148.800000 sec): 79 clusters
  Score: Raw -104768081.810369 + Penalty 173513.815276 = -104594567.995093
  nChanged 68
Iteration 479Q (121311.650000 sec): 79 clusters
  Score: Raw -104768084.163287 + Penalty 173513.815276 = -104594570.348011
  nChanged 68
Iteration 480F (121536.460000 sec): 79 clusters
  Score: Raw -104768094.838354 + Penalty 173513.815276 = -104594581.023078
  nChanged 70
Iteration 481Q (121699.970000 sec): 79 clusters
  Score: Raw -104768101.036142 + Penalty 173513.815276 = -104594587.220866
  nChanged 65
Iteration 482Q (121861.970000 sec): 79 clusters
  Score: Raw -104768106.054393 + Penalty 173513.815276 = -104594592.239118
  nChanged 67
Iteration 483Q (122026.050000 sec): 79 clusters
  Score: Raw -104768110.632694 + Penalty 173513.815276 = -104594596.817419
  nChanged 51
Iteration 484Q (122188.260000 sec): 79 clusters
  Score: Raw -104768114.737963 + Penalty 173513.815276 = -104594600.922687
  nChanged 65
Iteration 485Q (122352.470000 sec): 79 clusters
  Score: Raw -104768123.593620 + Penalty 173513.815276 = -104594609.778344
  nChanged 66
Iteration 486Q (122516.000000 sec): 79 clusters
  Score: Raw -104768128.777575 + Penalty 173513.815276 = -104594614.962300
  nChanged 68
Iteration 487Q (122679.850000 sec): 79 clusters
  Score: Raw -104768134.155012 + Penalty 173513.815276 = -104594620.339736
  nChanged 62
Iteration 488Q (122843.650000 sec): 79 clusters
  Score: Raw -104768140.979558 + Penalty 173513.815276 = -104594627.164282
  nChanged 68
Iteration 489Q (123009.190000 sec): 79 clusters
  Score: Raw -104768147.959811 + Penalty 173513.815276 = -104594634.144536
  nChanged 79
Iteration 490Q (123169.720000 sec): 79 clusters
  Score: Raw -104768153.255561 + Penalty 173513.815276 = -104594639.440286
  nChanged 67
Iteration 491Q (123334.330000 sec): 79 clusters
  Score: Raw -104768156.775115 + Penalty 173513.815276 = -104594642.959840
  nChanged 56
Iteration 492Q (123498.170000 sec): 79 clusters
  Score: Raw -104768161.345614 + Penalty 173513.815276 = -104594647.530338
  nChanged 59
Iteration 493Q (123659.880000 sec): 79 clusters
  Score: Raw -104768163.711809 + Penalty 173513.815276 = -104594649.896533
  nChanged 51
Iteration 494Q (123823.680000 sec): 79 clusters
  Score: Raw -104768165.129707 + Penalty 173513.815276 = -104594651.314431
  nChanged 41
Iteration 495Q (123984.560000 sec): 79 clusters
  Score: Raw -104768166.401932 + Penalty 173513.815276 = -104594652.586656
  nChanged 36
Iteration 496Q (124149.380000 sec): 79 clusters
  Score: Raw -104768167.456263 + Penalty 173513.815276 = -104594653.640987
  nChanged 34
Iteration 497Q (124312.630000 sec): 79 clusters
  Score: Raw -104768168.443698 + Penalty 173513.815276 = -104594654.628423
  nChanged 38
Iteration 498Q (124475.240000 sec): 79 clusters
  Score: Raw -104768171.907041 + Penalty 173513.815276 = -104594658.091765
  nChanged 32
Writing temp clu file 
Because OldScore, -104594654.628423, is greater than current (better) Score,-104594658.091765 
 Compute initial score before splitting:   Score: Raw -104768171.907041 + Penalty 173513.815276 = -104594658.091765
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 1 (379 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (124475.460000 sec): 2 clusters
  Score: Raw -35668.273532 + Penalty 964.849633 = -34703.423898
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (124475.610000 sec): 3 clusters
  Score: Raw -35673.206670 + Penalty 1929.699267 = -33743.507403
  nChanged 91
		SP:Iteration 1F (124475.790000 sec): 3 clusters
  Score: Raw -35843.142133 + Penalty 1929.699267 = -33913.442866
  nChanged 26
		SP:Iteration 2F (124475.960000 sec): 3 clusters
  Score: Raw -35917.190825 + Penalty 1929.699267 = -33987.491558
  nChanged 24
		SP:Iteration 3F (124476.130000 sec): 3 clusters
  Score: Raw -36017.823303 + Penalty 1929.699267 = -34088.124036
  nChanged 25
		SP:Iteration 4F (124476.310000 sec): 3 clusters
  Score: Raw -36122.810568 + Penalty 1929.699267 = -34193.111301
  nChanged 15
		SP:Iteration 5Q (124476.490000 sec): 3 clusters
  Score: Raw -36172.358050 + Penalty 1929.699267 = -34242.658784
  nChanged 9
		SP:Iteration 6Q (124476.660000 sec): 3 clusters
  Score: Raw -36217.030570 + Penalty 1929.699267 = -34287.331304
  nChanged 10
		SP:Iteration 7Q (124476.840000 sec): 3 clusters
  Score: Raw -36258.816540 + Penalty 1929.699267 = -34329.117274
  nChanged 4
		SP:Iteration 8Q (124477.010000 sec): 3 clusters
  Score: Raw -36276.694899 + Penalty 1929.699267 = -34346.995633
  nChanged 4
		SP:Iteration 9Q (124477.190000 sec): 3 clusters
  Score: Raw -36285.171876 + Penalty 1929.699267 = -34355.472609
  nChanged 2
		SP:Iteration 10Q (124477.370000 sec): 3 clusters
  Score: Raw -36292.195156 + Penalty 1929.699267 = -34362.495889
  nChanged 1
		SP:Iteration 11Q (124477.540000 sec): 3 clusters
  Score: Raw -36293.327897 + Penalty 1929.699267 = -34363.628630
  nChanged 1
		SP:Iteration 12Q (124477.670000 sec): 3 clusters
  Score: Raw -36296.128043 + Penalty 1929.699267 = -34366.428777
  nChanged 1
		SP:Iteration 13Q (124477.690000 sec): 3 clusters
  Score: Raw -36297.906947 + Penalty 1929.699267 = -34368.207680
  nChanged 0
		SP:Iteration 14F (124477.690000 sec): 3 clusters
  Score: Raw -36297.906947 + Penalty 1929.699267 = -34368.207680
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 2 (29051 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (124477.930000 sec): 2 clusters
  Score: Raw -3560225.145973 + Penalty 1669.981330 = -3558555.164643
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (124478.310000 sec): 3 clusters
  Score: Raw -3542230.006046 + Penalty 3339.962660 = -3538890.043386
  nChanged 13383
		SP:Iteration 1F (124478.650000 sec): 3 clusters
  Score: Raw -3549694.160673 + Penalty 3339.962660 = -3546354.198013
  nChanged 1211
		SP:Iteration 2Q (124478.960000 sec): 3 clusters
  Score: Raw -3550029.537159 + Penalty 3339.962660 = -3546689.574499
  nChanged 1124
		SP:Iteration 3Q (124479.370000 sec): 3 clusters
  Score: Raw -3550355.850821 + Penalty 3339.962660 = -3547015.888161
  nChanged 1124
		SP:Iteration 4Q (124479.750000 sec): 3 clusters
  Score: Raw -3550708.542857 + Penalty 3339.962660 = -3547368.580197
  nChanged 1194
		SP:Iteration 5Q (124480.170000 sec): 3 clusters
  Score: Raw -3551117.450195 + Penalty 3339.962660 = -3547777.487535
  nChanged 1231
		SP:Iteration 6Q (124480.570000 sec): 3 clusters
  Score: Raw -3551583.027939 + Penalty 3339.962660 = -3548243.065279
  nChanged 1355
		SP:Iteration 7Q (124480.980000 sec): 3 clusters
  Score: Raw -3552217.377469 + Penalty 3339.962660 = -3548877.414809
  nChanged 1521
		SP:Iteration 8F (124481.400000 sec): 3 clusters
  Score: Raw -3553056.154453 + Penalty 3339.962660 = -3549716.191793
  nChanged 1687
		SP:Iteration 9F (124481.770000 sec): 3 clusters
  Score: Raw -3554148.130715 + Penalty 3339.962660 = -3550808.168055
  nChanged 1796
		SP:Iteration 10F (124482.190000 sec): 3 clusters
  Score: Raw -3555447.153567 + Penalty 3339.962660 = -3552107.190907
  nChanged 1679
		SP:Iteration 11F (124482.570000 sec): 3 clusters
  Score: Raw -3556740.453793 + Penalty 3339.962660 = -3553400.491133
  nChanged 1441
		SP:Iteration 12Q (124482.990000 sec): 3 clusters
  Score: Raw -3557938.463766 + Penalty 3339.962660 = -3554598.501106
  nChanged 1128
		SP:Iteration 13Q (124483.450000 sec): 3 clusters
  Score: Raw -3558891.403349 + Penalty 3339.962660 = -3555551.440689
  nChanged 750
		SP:Iteration 14Q (124483.720000 sec): 3 clusters
  Score: Raw -3559546.809053 + Penalty 3339.962660 = -3556206.846392
  nChanged 459
		SP:Iteration 15Q (124484.050000 sec): 3 clusters
  Score: Raw -3559957.008339 + Penalty 3339.962660 = -3556617.045679
  nChanged 231
		SP:Iteration 16Q (124484.430000 sec): 3 clusters
  Score: Raw -3560178.095346 + Penalty 3339.962660 = -3556838.132686
  nChanged 102
		SP:Iteration 17Q (124484.750000 sec): 3 clusters
  Score: Raw -3560293.021625 + Penalty 3339.962660 = -3556953.058965
  nChanged 63
		SP:Iteration 18Q (124485.020000 sec): 3 clusters
  Score: Raw -3560362.052495 + Penalty 3339.962660 = -3557022.089835
  nChanged 41
		SP:Iteration 19Q (124485.330000 sec): 3 clusters
  Score: Raw -3560405.466824 + Penalty 3339.962660 = -3557065.504163
  nChanged 26
		SP:Iteration 20F (124485.610000 sec): 3 clusters
  Score: Raw -3560430.847583 + Penalty 3339.962660 = -3557090.884922
  nChanged 16
		SP:Iteration 21Q (124485.970000 sec): 3 clusters
  Score: Raw -3560443.051570 + Penalty 3339.962660 = -3557103.088910
  nChanged 11
		SP:Iteration 22Q (124486.350000 sec): 3 clusters
  Score: Raw -3560455.102197 + Penalty 3339.962660 = -3557115.139537
  nChanged 7
		SP:Iteration 23Q (124486.770000 sec): 3 clusters
  Score: Raw -3560461.620219 + Penalty 3339.962660 = -3557121.657559
  nChanged 8
		SP:Iteration 24Q (124487.060000 sec): 3 clusters
  Score: Raw -3560469.552920 + Penalty 3339.962660 = -3557129.590260
  nChanged 2
		SP:Iteration 25Q (124487.460000 sec): 3 clusters
  Score: Raw -3560471.726399 + Penalty 3339.962660 = -3557131.763738
  nChanged 1
		SP:Iteration 26Q (124487.800000 sec): 3 clusters
  Score: Raw -3560472.239629 + Penalty 3339.962660 = -3557132.276968
  nChanged 0
		SP:Iteration 27F (124488.180000 sec): 3 clusters
  Score: Raw -3560472.239629 + Penalty 3339.962660 = -3557132.276968
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 3 (5530 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (124488.290000 sec): 2 clusters
  Score: Raw -676169.809859 + Penalty 1400.415753 = -674769.394106
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (124488.460000 sec): 3 clusters
  Score: Raw -673313.125142 + Penalty 2800.831506 = -670512.293636
  nChanged 2220
		SP:Iteration 1F (124488.630000 sec): 3 clusters
  Score: Raw -674517.321940 + Penalty 2800.831506 = -671716.490434
  nChanged 430
		SP:Iteration 2F (124488.800000 sec): 3 clusters
  Score: Raw -674823.235612 + Penalty 2800.831506 = -672022.404106
  nChanged 404
		SP:Iteration 3F (124488.970000 sec): 3 clusters
  Score: Raw -675139.632705 + Penalty 2800.831506 = -672338.801199
  nChanged 383
		SP:Iteration 4F (124489.150000 sec): 3 clusters
  Score: Raw -675424.908810 + Penalty 2800.831506 = -672624.077304
  nChanged 309
		SP:Iteration 5F (124489.310000 sec): 3 clusters
  Score: Raw -675644.971535 + Penalty 2800.831506 = -672844.140030
  nChanged 241
		SP:Iteration 6Q (124489.460000 sec): 3 clusters
  Score: Raw -675786.078788 + Penalty 2800.831506 = -672985.247282
  nChanged 178
		SP:Iteration 7Q (124489.660000 sec): 3 clusters
  Score: Raw -675873.555380 + Penalty 2800.831506 = -673072.723875
  nChanged 139
		SP:Iteration 8Q (124489.880000 sec): 3 clusters
  Score: Raw -675942.116011 + Penalty 2800.831506 = -673141.284505
  nChanged 116
		SP:Iteration 9Q (124490.050000 sec): 3 clusters
  Score: Raw -675993.837379 + Penalty 2800.831506 = -673193.005873
  nChanged 95
		SP:Iteration 10Q (124490.240000 sec): 3 clusters
  Score: Raw -676033.309441 + Penalty 2800.831506 = -673232.477935
  nChanged 79
		SP:Iteration 11Q (124490.380000 sec): 3 clusters
  Score: Raw -676066.233434 + Penalty 2800.831506 = -673265.401929
  nChanged 69
		SP:Iteration 12Q (124490.550000 sec): 3 clusters
  Score: Raw -676094.798388 + Penalty 2800.831506 = -673293.966883
  nChanged 70
		SP:Iteration 13Q (124490.720000 sec): 3 clusters
  Score: Raw -676123.344272 + Penalty 2800.831506 = -673322.512766
  nChanged 68
		SP:Iteration 14Q (124490.890000 sec): 3 clusters
  Score: Raw -676155.302756 + Penalty 2800.831506 = -673354.471250
  nChanged 63
		SP:Iteration 15Q (124491.060000 sec): 3 clusters
  Score: Raw -676185.952699 + Penalty 2800.831506 = -673385.121194
  nChanged 48
		SP:Iteration 16Q (124491.230000 sec): 3 clusters
  Score: Raw -676208.039568 + Penalty 2800.831506 = -673407.208062
  nChanged 46
		SP:Iteration 17Q (124491.410000 sec): 3 clusters
  Score: Raw -676227.993608 + Penalty 2800.831506 = -673427.162102
  nChanged 40
		SP:Iteration 18Q (124491.580000 sec): 3 clusters
  Score: Raw -676247.648791 + Penalty 2800.831506 = -673446.817286
  nChanged 44
		SP:Iteration 19Q (124491.750000 sec): 3 clusters
  Score: Raw -676266.281112 + Penalty 2800.831506 = -673465.449606
  nChanged 39
		SP:Iteration 20F (124491.920000 sec): 3 clusters
  Score: Raw -676280.536193 + Penalty 2800.831506 = -673479.704688
  nChanged 29
		SP:Iteration 21Q (124492.120000 sec): 3 clusters
  Score: Raw -676290.188259 + Penalty 2800.831506 = -673489.356753
  nChanged 17
		SP:Iteration 22Q (124492.310000 sec): 3 clusters
  Score: Raw -676296.404365 + Penalty 2800.831506 = -673495.572859
  nChanged 12
		SP:Iteration 23Q (124492.490000 sec): 3 clusters
  Score: Raw -676302.281757 + Penalty 2800.831506 = -673501.450251
  nChanged 10
		SP:Iteration 24Q (124492.660000 sec): 3 clusters
  Score: Raw -676305.622923 + Penalty 2800.831506 = -673504.791417
  nChanged 13
		SP:Iteration 25Q (124492.830000 sec): 3 clusters
  Score: Raw -676310.956782 + Penalty 2800.831506 = -673510.125276
  nChanged 15
		SP:Iteration 26Q (124493.000000 sec): 3 clusters
  Score: Raw -676316.832331 + Penalty 2800.831506 = -673516.000825
  nChanged 16
		SP:Iteration 27Q (124493.180000 sec): 3 clusters
  Score: Raw -676322.976211 + Penalty 2800.831506 = -673522.144705
  nChanged 14
		SP:Iteration 28Q (124493.350000 sec): 3 clusters
  Score: Raw -676329.841652 + Penalty 2800.831506 = -673529.010147
  nChanged 19
		SP:Iteration 29Q (124493.520000 sec): 3 clusters
  Score: Raw -676337.956465 + Penalty 2800.831506 = -673537.124959
  nChanged 13
		SP:Iteration 30Q (124493.700000 sec): 3 clusters
  Score: Raw -676343.969194 + Penalty 2800.831506 = -673543.137689
  nChanged 11
		SP:Iteration 31Q (124493.870000 sec): 3 clusters
  Score: Raw -676349.232361 + Penalty 2800.831506 = -673548.400856
  nChanged 14
		SP:Iteration 32Q (124494.040000 sec): 3 clusters
  Score: Raw -676356.718388 + Penalty 2800.831506 = -673555.886882
  nChanged 9
		SP:Iteration 33Q (124494.220000 sec): 3 clusters
  Score: Raw -676359.059940 + Penalty 2800.831506 = -673558.228434
  nChanged 2
		SP:Iteration 34Q (124494.390000 sec): 3 clusters
  Score: Raw -676359.978294 + Penalty 2800.831506 = -673559.146788
  nChanged 1
		SP:Iteration 35Q (124494.560000 sec): 3 clusters
  Score: Raw -676361.547014 + Penalty 2800.831506 = -673560.715508
  nChanged 4
		SP:Iteration 36Q (124494.740000 sec): 3 clusters
  Score: Raw -676363.347487 + Penalty 2800.831506 = -673562.515982
  nChanged 6
		SP:Iteration 37Q (124494.910000 sec): 3 clusters
  Score: Raw -676366.606534 + Penalty 2800.831506 = -673565.775028
  nChanged 4
		SP:Iteration 38Q (124495.080000 sec): 3 clusters
  Score: Raw -676369.059088 + Penalty 2800.831506 = -673568.227582
  nChanged 4
		SP:Iteration 39Q (124495.260000 sec): 3 clusters
  Score: Raw -676372.135476 + Penalty 2800.831506 = -673571.303970
  nChanged 10
		SP:Iteration 40F (124495.430000 sec): 3 clusters
  Score: Raw -676377.882650 + Penalty 2800.831506 = -673577.051144
  nChanged 11
		SP:Iteration 41Q (124495.600000 sec): 3 clusters
  Score: Raw -676385.435934 + Penalty 2800.831506 = -673584.604428
  nChanged 11
		SP:Iteration 42Q (124495.780000 sec): 3 clusters
  Score: Raw -676390.490077 + Penalty 2800.831506 = -673589.658571
  nChanged 7
		SP:Iteration 43Q (124495.950000 sec): 3 clusters
  Score: Raw -676395.631323 + Penalty 2800.831506 = -673594.799818
  nChanged 5
		SP:Iteration 44Q (124496.120000 sec): 3 clusters
  Score: Raw -676398.316041 + Penalty 2800.831506 = -673597.484535
  nChanged 0
		SP:Iteration 45F (124496.300000 sec): 3 clusters
  Score: Raw -676398.316041 + Penalty 2800.831506 = -673597.484535
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 4 (9280 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (124496.440000 sec): 2 clusters
  Score: Raw -1162144.795919 + Penalty 1484.537734 = -1160660.258185
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (124496.640000 sec): 3 clusters
  Score: Raw -1156883.473074 + Penalty 2969.075468 = -1153914.397605
  nChanged 4000
		SP:Iteration 1F (124496.830000 sec): 3 clusters
  Score: Raw -1158984.130310 + Penalty 2969.075468 = -1156015.054842
  nChanged 531
		SP:Iteration 2F (124497.020000 sec): 3 clusters
  Score: Raw -1159223.562186 + Penalty 2969.075468 = -1156254.486718
  nChanged 457
		SP:Iteration 3Q (124497.210000 sec): 3 clusters
  Score: Raw -1159431.295649 + Penalty 2969.075468 = -1156462.220181
  nChanged 400
		SP:Iteration 4Q (124497.400000 sec): 3 clusters
  Score: Raw -1159611.584014 + Penalty 2969.075468 = -1156642.508546
  nChanged 371
		SP:Iteration 5Q (124497.590000 sec): 3 clusters
  Score: Raw -1159794.844389 + Penalty 2969.075468 = -1156825.768920
  nChanged 380
		SP:Iteration 6Q (124497.780000 sec): 3 clusters
  Score: Raw -1160027.448915 + Penalty 2969.075468 = -1157058.373446
  nChanged 395
		SP:Iteration 7Q (124497.980000 sec): 3 clusters
  Score: Raw -1160266.604674 + Penalty 2969.075468 = -1157297.529206
  nChanged 382
		SP:Iteration 8Q (124498.160000 sec): 3 clusters
  Score: Raw -1160533.755270 + Penalty 2969.075468 = -1157564.679801
  nChanged 416
		SP:Iteration 9Q (124498.400000 sec): 3 clusters
  Score: Raw -1160843.720154 + Penalty 2969.075468 = -1157874.644686
  nChanged 387
		SP:Iteration 10Q (124498.590000 sec): 3 clusters
  Score: Raw -1161116.318808 + Penalty 2969.075468 = -1158147.243339
  nChanged 388
		SP:Iteration 11Q (124498.810000 sec): 3 clusters
  Score: Raw -1161352.044758 + Penalty 2969.075468 = -1158382.969290
  nChanged 336
		SP:Iteration 12Q (124499.000000 sec): 3 clusters
  Score: Raw -1161532.636954 + Penalty 2969.075468 = -1158563.561486
  nChanged 287
		SP:Iteration 13Q (124499.190000 sec): 3 clusters
  Score: Raw -1161669.982234 + Penalty 2969.075468 = -1158700.906766
  nChanged 226
		SP:Iteration 14Q (124499.380000 sec): 3 clusters
  Score: Raw -1161767.174275 + Penalty 2969.075468 = -1158798.098807
  nChanged 191
		SP:Iteration 15Q (124499.570000 sec): 3 clusters
  Score: Raw -1161843.469985 + Penalty 2969.075468 = -1158874.394517
  nChanged 157
		SP:Iteration 16Q (124499.760000 sec): 3 clusters
  Score: Raw -1161902.233264 + Penalty 2969.075468 = -1158933.157796
  nChanged 129
		SP:Iteration 17Q (124499.950000 sec): 3 clusters
  Score: Raw -1161947.045606 + Penalty 2969.075468 = -1158977.970138
  nChanged 123
		SP:Iteration 18Q (124500.140000 sec): 3 clusters
  Score: Raw -1161986.345721 + Penalty 2969.075468 = -1159017.270253
  nChanged 106
		SP:Iteration 19Q (124500.330000 sec): 3 clusters
  Score: Raw -1162019.512223 + Penalty 2969.075468 = -1159050.436754
  nChanged 93
		SP:Iteration 20F (124500.520000 sec): 3 clusters
  Score: Raw -1162044.196964 + Penalty 2969.075468 = -1159075.121495
  nChanged 74
		SP:Iteration 21Q (124500.720000 sec): 3 clusters
  Score: Raw -1162064.552841 + Penalty 2969.075468 = -1159095.477373
  nChanged 66
		SP:Iteration 22Q (124500.900000 sec): 3 clusters
  Score: Raw -1162081.117119 + Penalty 2969.075468 = -1159112.041651
  nChanged 56
		SP:Iteration 23Q (124501.100000 sec): 3 clusters
  Score: Raw -1162096.616880 + Penalty 2969.075468 = -1159127.541411
  nChanged 53
		SP:Iteration 24Q (124501.290000 sec): 3 clusters
  Score: Raw -1162108.153381 + Penalty 2969.075468 = -1159139.077913
  nChanged 42
		SP:Iteration 25Q (124501.480000 sec): 3 clusters
  Score: Raw -1162117.541535 + Penalty 2969.075468 = -1159148.466067
  nChanged 36
		SP:Iteration 26Q (124501.670000 sec): 3 clusters
  Score: Raw -1162124.731547 + Penalty 2969.075468 = -1159155.656078
  nChanged 40
		SP:Iteration 27Q (124501.860000 sec): 3 clusters
  Score: Raw -1162134.635891 + Penalty 2969.075468 = -1159165.560422
  nChanged 54
		SP:Iteration 28Q (124502.050000 sec): 3 clusters
  Score: Raw -1162147.534273 + Penalty 2969.075468 = -1159178.458805
  nChanged 47
		SP:Iteration 29Q (124502.240000 sec): 3 clusters
  Score: Raw -1162158.149846 + Penalty 2969.075468 = -1159189.074378
  nChanged 35
		SP:Iteration 30Q (124502.430000 sec): 3 clusters
  Score: Raw -1162165.900277 + Penalty 2969.075468 = -1159196.824809
  nChanged 38
		SP:Iteration 31Q (124502.620000 sec): 3 clusters
  Score: Raw -1162174.972608 + Penalty 2969.075468 = -1159205.897140
  nChanged 35
		SP:Iteration 32Q (124502.810000 sec): 3 clusters
  Score: Raw -1162183.916512 + Penalty 2969.075468 = -1159214.841043
  nChanged 33
		SP:Iteration 33Q (124503.000000 sec): 3 clusters
  Score: Raw -1162191.875509 + Penalty 2969.075468 = -1159222.800041
  nChanged 27
		SP:Iteration 34Q (124503.190000 sec): 3 clusters
  Score: Raw -1162197.497187 + Penalty 2969.075468 = -1159228.421718
  nChanged 28
		SP:Iteration 35Q (124503.380000 sec): 3 clusters
  Score: Raw -1162204.584538 + Penalty 2969.075468 = -1159235.509070
  nChanged 29
		SP:Iteration 36Q (124503.580000 sec): 3 clusters
  Score: Raw -1162211.579439 + Penalty 2969.075468 = -1159242.503970
  nChanged 22
		SP:Iteration 37Q (124503.760000 sec): 3 clusters
  Score: Raw -1162216.106775 + Penalty 2969.075468 = -1159247.031307
  nChanged 21
		SP:Iteration 38Q (124503.960000 sec): 3 clusters
  Score: Raw -1162220.196903 + Penalty 2969.075468 = -1159251.121435
  nChanged 21
		SP:Iteration 39Q (124504.150000 sec): 3 clusters
  Score: Raw -1162225.460347 + Penalty 2969.075468 = -1159256.384879
  nChanged 22
		SP:Iteration 40F (124504.340000 sec): 3 clusters
  Score: Raw -1162229.917189 + Penalty 2969.075468 = -1159260.841721
  nChanged 25
		SP:Iteration 41Q (124504.530000 sec): 3 clusters
  Score: Raw -1162235.868644 + Penalty 2969.075468 = -1159266.793176
  nChanged 22
		SP:Iteration 42Q (124504.730000 sec): 3 clusters
  Score: Raw -1162240.037611 + Penalty 2969.075468 = -1159270.962143
  nChanged 13
		SP:Iteration 43Q (124504.910000 sec): 3 clusters
  Score: Raw -1162242.568577 + Penalty 2969.075468 = -1159273.493108
  nChanged 16
		SP:Iteration 44Q (124505.100000 sec): 3 clusters
  Score: Raw -1162245.552881 + Penalty 2969.075468 = -1159276.477412
  nChanged 13
		SP:Iteration 45Q (124505.300000 sec): 3 clusters
  Score: Raw -1162248.348526 + Penalty 2969.075468 = -1159279.273057
  nChanged 10
		SP:Iteration 46Q (124505.420000 sec): 3 clusters
  Score: Raw -1162250.413850 + Penalty 2969.075468 = -1159281.338381
  nChanged 8
		SP:Iteration 47Q (124505.550000 sec): 3 clusters
  Score: Raw -1162251.778357 + Penalty 2969.075468 = -1159282.702889
  nChanged 10
		SP:Iteration 48Q (124505.690000 sec): 3 clusters
  Score: Raw -1162253.919224 + Penalty 2969.075468 = -1159284.843756
  nChanged 12
		SP:Iteration 49Q (124505.810000 sec): 3 clusters
  Score: Raw -1162256.461681 + Penalty 2969.075468 = -1159287.386213
  nChanged 15
		SP:Iteration 50Q (124505.940000 sec): 3 clusters
  Score: Raw -1162260.276345 + Penalty 2969.075468 = -1159291.200877
  nChanged 12
		SP:Iteration 51Q (124506.100000 sec): 3 clusters
  Score: Raw -1162263.257892 + Penalty 2969.075468 = -1159294.182424
  nChanged 15
		SP:Iteration 52Q (124506.250000 sec): 3 clusters
  Score: Raw -1162268.427898 + Penalty 2969.075468 = -1159299.352430
  nChanged 19
		SP:Iteration 53Q (124506.460000 sec): 3 clusters
  Score: Raw -1162273.116730 + Penalty 2969.075468 = -1159304.041261
  nChanged 22
		SP:Iteration 54Q (124506.650000 sec): 3 clusters
  Score: Raw -1162277.024068 + Penalty 2969.075468 = -1159307.948600
  nChanged 13
		SP:Iteration 55Q (124506.830000 sec): 3 clusters
  Score: Raw -1162279.907257 + Penalty 2969.075468 = -1159310.831789
  nChanged 15
		SP:Iteration 56Q (124507.020000 sec): 3 clusters
  Score: Raw -1162283.737844 + Penalty 2969.075468 = -1159314.662376
  nChanged 15
		SP:Iteration 57Q (124507.210000 sec): 3 clusters
  Score: Raw -1162288.160631 + Penalty 2969.075468 = -1159319.085162
  nChanged 21
		SP:Iteration 58Q (124507.400000 sec): 3 clusters
  Score: Raw -1162294.705192 + Penalty 2969.075468 = -1159325.629723
  nChanged 21
		SP:Iteration 59Q (124507.590000 sec): 3 clusters
  Score: Raw -1162300.314237 + Penalty 2969.075468 = -1159331.238768
  nChanged 22
		SP:Iteration 60F (124507.790000 sec): 3 clusters
  Score: Raw -1162305.794393 + Penalty 2969.075468 = -1159336.718925
  nChanged 23
		SP:Iteration 61Q (124507.970000 sec): 3 clusters
  Score: Raw -1162311.773129 + Penalty 2969.075468 = -1159342.697661
  nChanged 22
		SP:Iteration 62Q (124508.160000 sec): 3 clusters
  Score: Raw -1162316.844773 + Penalty 2969.075468 = -1159347.769304
  nChanged 26
		SP:Iteration 63Q (124508.350000 sec): 3 clusters
  Score: Raw -1162324.241208 + Penalty 2969.075468 = -1159355.165739
  nChanged 20
		SP:Iteration 64Q (124508.540000 sec): 3 clusters
  Score: Raw -1162329.768993 + Penalty 2969.075468 = -1159360.693525
  nChanged 15
		SP:Iteration 65Q (124508.730000 sec): 3 clusters
  Score: Raw -1162334.149824 + Penalty 2969.075468 = -1159365.074355
  nChanged 12
		SP:Iteration 66Q (124508.870000 sec): 3 clusters
  Score: Raw -1162337.315115 + Penalty 2969.075468 = -1159368.239646
  nChanged 8
		SP:Iteration 67Q (124509.010000 sec): 3 clusters
  Score: Raw -1162340.133080 + Penalty 2969.075468 = -1159371.057612
  nChanged 12
		SP:Iteration 68Q (124509.130000 sec): 3 clusters
  Score: Raw -1162343.303047 + Penalty 2969.075468 = -1159374.227579
  nChanged 5
		SP:Iteration 69Q (124509.270000 sec): 3 clusters
  Score: Raw -1162344.657147 + Penalty 2969.075468 = -1159375.581678
  nChanged 5
		SP:Iteration 70Q (124509.490000 sec): 3 clusters
  Score: Raw -1162345.861007 + Penalty 2969.075468 = -1159376.785538
  nChanged 6
		SP:Iteration 71Q (124509.680000 sec): 3 clusters
  Score: Raw -1162347.012118 + Penalty 2969.075468 = -1159377.936649
  nChanged 2
		SP:Iteration 72Q (124509.870000 sec): 3 clusters
  Score: Raw -1162347.341306 + Penalty 2969.075468 = -1159378.265837
  nChanged 1
		SP:Iteration 73Q (124510.070000 sec): 3 clusters
  Score: Raw -1162347.591034 + Penalty 2969.075468 = -1159378.515566
  nChanged 2
		SP:Iteration 74Q (124510.250000 sec): 3 clusters
  Score: Raw -1162347.884907 + Penalty 2969.075468 = -1159378.809439
  nChanged 2
		SP:Iteration 75Q (124510.440000 sec): 3 clusters
  Score: Raw -1162348.720164 + Penalty 2969.075468 = -1159379.644696
  nChanged 6
		SP:Iteration 76Q (124510.630000 sec): 3 clusters
  Score: Raw -1162350.668476 + Penalty 2969.075468 = -1159381.593008
  nChanged 4
		SP:Iteration 77Q (124510.820000 sec): 3 clusters
  Score: Raw -1162351.692475 + Penalty 2969.075468 = -1159382.617006
  nChanged 5
		SP:Iteration 78Q (124511.010000 sec): 3 clusters
  Score: Raw -1162352.882527 + Penalty 2969.075468 = -1159383.807059
  nChanged 6
		SP:Iteration 79Q (124511.210000 sec): 3 clusters
  Score: Raw -1162354.341918 + Penalty 2969.075468 = -1159385.266449
  nChanged 9
		SP:Iteration 80F (124511.390000 sec): 3 clusters
  Score: Raw -1162356.454475 + Penalty 2969.075468 = -1159387.379007
  nChanged 5
		SP:Iteration 81Q (124511.590000 sec): 3 clusters
  Score: Raw -1162357.472378 + Penalty 2969.075468 = -1159388.396910
  nChanged 1
		SP:Iteration 82Q (124511.780000 sec): 3 clusters
  Score: Raw -1162357.605592 + Penalty 2969.075468 = -1159388.530124
  nChanged 0
		SP:Iteration 83F (124511.970000 sec): 3 clusters
  Score: Raw -1162357.605592 + Penalty 2969.075468 = -1159388.530124
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 5 (186217 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (124513.000000 sec): 2 clusters
  Score: Raw -22425047.363983 + Penalty 1971.883540 = -22423075.480443
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (124514.550000 sec): 3 clusters
  Score: Raw -22302044.595544 + Penalty 3943.767080 = -22298100.828464
  nChanged 89911
		SP:Iteration 1F (124516.090000 sec): 3 clusters
  Score: Raw -22354741.000254 + Penalty 3943.767080 = -22350797.233174
  nChanged 5019
		SP:Iteration 2Q (124517.810000 sec): 3 clusters
  Score: Raw -22355779.525922 + Penalty 3943.767080 = -22351835.758842
  nChanged 5402
		SP:Iteration 3Q (124519.430000 sec): 3 clusters
  Score: Raw -22357065.865292 + Penalty 3943.767080 = -22353122.098212
  nChanged 5954
		SP:Iteration 4Q (124521.120000 sec): 3 clusters
  Score: Raw -22358738.824190 + Penalty 3943.767080 = -22354795.057110
  nChanged 6524
		SP:Iteration 5Q (124522.710000 sec): 3 clusters
  Score: Raw -22360928.879548 + Penalty 3943.767080 = -22356985.112467
  nChanged 7451
		SP:Iteration 6Q (124524.420000 sec): 3 clusters
  Score: Raw -22364021.038698 + Penalty 3943.767080 = -22360077.271618
  nChanged 8692
		SP:Iteration 7Q (124526.100000 sec): 3 clusters
  Score: Raw -22368474.398852 + Penalty 3943.767080 = -22364530.631772
  nChanged 10204
		SP:Iteration 8F (124527.650000 sec): 3 clusters
  Score: Raw -22374739.994944 + Penalty 3943.767080 = -22370796.227864
  nChanged 12423
		SP:Iteration 9F (124529.070000 sec): 3 clusters
  Score: Raw -22383535.422043 + Penalty 3943.767080 = -22379591.654963
  nChanged 13968
		SP:Iteration 10F (124530.480000 sec): 3 clusters
  Score: Raw -22394445.984361 + Penalty 3943.767080 = -22390502.217281
  nChanged 13573
		SP:Iteration 11F (124532.050000 sec): 3 clusters
  Score: Raw -22405740.961267 + Penalty 3943.767080 = -22401797.194187
  nChanged 10797
		SP:Iteration 12F (124533.640000 sec): 3 clusters
  Score: Raw -22414864.958771 + Penalty 3943.767080 = -22410921.191690
  nChanged 6839
		SP:Iteration 13Q (124535.140000 sec): 3 clusters
  Score: Raw -22420473.053773 + Penalty 3943.767080 = -22416529.286693
  nChanged 3470
		SP:Iteration 14Q (124536.600000 sec): 3 clusters
  Score: Raw -22423169.761957 + Penalty 3943.767080 = -22419225.994877
  nChanged 1529
		SP:Iteration 15Q (124538.010000 sec): 3 clusters
  Score: Raw -22424355.745974 + Penalty 3943.767080 = -22420411.978894
  nChanged 607
		SP:Iteration 16Q (124539.430000 sec): 3 clusters
  Score: Raw -22424828.101701 + Penalty 3943.767080 = -22420884.334621
  nChanged 266
		SP:Iteration 17Q (124540.780000 sec): 3 clusters
  Score: Raw -22425024.915271 + Penalty 3943.767080 = -22421081.148191
  nChanged 118
		SP:Iteration 18Q (124542.170000 sec): 3 clusters
  Score: Raw -22425115.120672 + Penalty 3943.767080 = -22421171.353591
  nChanged 70
		SP:Iteration 19Q (124543.560000 sec): 3 clusters
  Score: Raw -22425167.777299 + Penalty 3943.767080 = -22421224.010218
  nChanged 45
		SP:Iteration 20F (124545.050000 sec): 3 clusters
  Score: Raw -22425199.747340 + Penalty 3943.767080 = -22421255.980260
  nChanged 32
		SP:Iteration 21Q (124546.450000 sec): 3 clusters
  Score: Raw -22425224.547625 + Penalty 3943.767080 = -22421280.780545
  nChanged 19
		SP:Iteration 22Q (124547.870000 sec): 3 clusters
  Score: Raw -22425238.852775 + Penalty 3943.767080 = -22421295.085694
  nChanged 19
		SP:Iteration 23Q (124549.280000 sec): 3 clusters
  Score: Raw -22425252.467056 + Penalty 3943.767080 = -22421308.699976
  nChanged 14
		SP:Iteration 24Q (124550.600000 sec): 3 clusters
  Score: Raw -22425261.032395 + Penalty 3943.767080 = -22421317.265315
  nChanged 13
		SP:Iteration 25Q (124551.980000 sec): 3 clusters
  Score: Raw -22425270.007551 + Penalty 3943.767080 = -22421326.240471
  nChanged 4
		SP:Iteration 26Q (124553.360000 sec): 3 clusters
  Score: Raw -22425272.434804 + Penalty 3943.767080 = -22421328.667724
  nChanged 3
		SP:Iteration 27Q (124554.750000 sec): 3 clusters
  Score: Raw -22425275.339775 + Penalty 3943.767080 = -22421331.572694
  nChanged 4
		SP:Iteration 28Q (124556.130000 sec): 3 clusters
  Score: Raw -22425280.660014 + Penalty 3943.767080 = -22421336.892934
  nChanged 2
		SP:Iteration 29Q (124557.520000 sec): 3 clusters
  Score: Raw -22425282.340726 + Penalty 3943.767080 = -22421338.573645
  nChanged 2
		SP:Iteration 30Q (124558.950000 sec): 3 clusters
  Score: Raw -22425283.526228 + Penalty 3943.767080 = -22421339.759148
  nChanged 3
		SP:Iteration 31Q (124560.380000 sec): 3 clusters
  Score: Raw -22425285.592041 + Penalty 3943.767080 = -22421341.824961
  nChanged 1
		SP:Iteration 32Q (124561.780000 sec): 3 clusters
  Score: Raw -22425286.473162 + Penalty 3943.767080 = -22421342.706082
  nChanged 2
		SP:Iteration 33Q (124563.160000 sec): 3 clusters
  Score: Raw -22425287.780196 + Penalty 3943.767080 = -22421344.013116
  nChanged 0
		SP:Iteration 34F (124564.680000 sec): 3 clusters
  Score: Raw -22425287.780196 + Penalty 3943.767080 = -22421344.013116
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 6 (200 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (124564.810000 sec): 2 clusters
  Score: Raw -17596.525161 + Penalty 860.976572 = -16735.548589
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (124564.820000 sec): 3 clusters
  Score: Raw -17761.356061 + Penalty 1721.953144 = -16039.402917
  nChanged 35
		SP:Iteration 1F (124564.820000 sec): 3 clusters
  Score: Raw -18012.099093 + Penalty 1721.953144 = -16290.145948
  nChanged 18
		SP:Iteration 2F (124564.830000 sec): 3 clusters
  Score: Raw -18128.076527 + Penalty 1721.953144 = -16406.123382
  nChanged 5
		SP:Iteration 3Q (124564.840000 sec): 3 clusters
  Score: Raw -18187.742392 + Penalty 1721.953144 = -16465.789248
  nChanged 6
		SP:Iteration 4Q (124564.840000 sec): 3 clusters
  Score: Raw -18214.846697 + Penalty 1721.953144 = -16492.893553
  nChanged 3
		SP:Iteration 5Q (124564.850000 sec): 3 clusters
  Score: Raw -18229.671145 + Penalty 1721.953144 = -16507.718000
  nChanged 3
		SP:Iteration 6Q (124564.860000 sec): 3 clusters
  Score: Raw -18241.019285 + Penalty 1721.953144 = -16519.066141
  nChanged 0
		SP:Iteration 7F (124564.860000 sec): 3 clusters
  Score: Raw -18241.019285 + Penalty 1721.953144 = -16519.066141
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 7 (10241 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (124564.980000 sec): 2 clusters
  Score: Raw -1217342.183665 + Penalty 1500.550114 = -1215841.633551
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (124565.240000 sec): 3 clusters
  Score: Raw -1211494.680580 + Penalty 3001.100229 = -1208493.580351
  nChanged 4450
		SP:Iteration 1F (124565.460000 sec): 3 clusters
  Score: Raw -1214003.272099 + Penalty 3001.100229 = -1211002.171870
  nChanged 670
		SP:Iteration 2F (124565.680000 sec): 3 clusters
  Score: Raw -1214411.125131 + Penalty 3001.100229 = -1211410.024902
  nChanged 675
		SP:Iteration 3F (124565.900000 sec): 3 clusters
  Score: Raw -1214941.170104 + Penalty 3001.100229 = -1211940.069876
  nChanged 729
		SP:Iteration 4F (124566.130000 sec): 3 clusters
  Score: Raw -1215499.803806 + Penalty 3001.100229 = -1212498.703577
  nChanged 643
		SP:Iteration 5F (124566.350000 sec): 3 clusters
  Score: Raw -1215933.951984 + Penalty 3001.100229 = -1212932.851755
  nChanged 540
		SP:Iteration 6F (124566.570000 sec): 3 clusters
  Score: Raw -1216235.341108 + Penalty 3001.100229 = -1213234.240879
  nChanged 390
		SP:Iteration 7Q (124566.830000 sec): 3 clusters
  Score: Raw -1216402.222915 + Penalty 3001.100229 = -1213401.122686
  nChanged 287
		SP:Iteration 8Q (124567.050000 sec): 3 clusters
  Score: Raw -1216502.761174 + Penalty 3001.100229 = -1213501.660946
  nChanged 219
		SP:Iteration 9Q (124567.270000 sec): 3 clusters
  Score: Raw -1216564.314208 + Penalty 3001.100229 = -1213563.213979
  nChanged 152
		SP:Iteration 10Q (124567.490000 sec): 3 clusters
  Score: Raw -1216612.651167 + Penalty 3001.100229 = -1213611.550939
  nChanged 138
		SP:Iteration 11Q (124567.750000 sec): 3 clusters
  Score: Raw -1216659.491147 + Penalty 3001.100229 = -1213658.390919
  nChanged 144
		SP:Iteration 12Q (124567.890000 sec): 3 clusters
  Score: Raw -1216705.574786 + Penalty 3001.100229 = -1213704.474557
  nChanged 138
		SP:Iteration 13Q (124568.110000 sec): 3 clusters
  Score: Raw -1216748.448432 + Penalty 3001.100229 = -1213747.348203
  nChanged 138
		SP:Iteration 14Q (124568.330000 sec): 3 clusters
  Score: Raw -1216794.611150 + Penalty 3001.100229 = -1213793.510921
  nChanged 136
		SP:Iteration 15Q (124568.550000 sec): 3 clusters
  Score: Raw -1216844.242167 + Penalty 3001.100229 = -1213843.141939
  nChanged 143
		SP:Iteration 16Q (124568.770000 sec): 3 clusters
  Score: Raw -1216905.976712 + Penalty 3001.100229 = -1213904.876483
  nChanged 121
		SP:Iteration 17Q (124568.990000 sec): 3 clusters
  Score: Raw -1216961.484262 + Penalty 3001.100229 = -1213960.384033
  nChanged 133
		SP:Iteration 18Q (124569.210000 sec): 3 clusters
  Score: Raw -1217021.233036 + Penalty 3001.100229 = -1214020.132808
  nChanged 120
		SP:Iteration 19Q (124569.480000 sec): 3 clusters
  Score: Raw -1217074.369394 + Penalty 3001.100229 = -1214073.269165
  nChanged 114
		SP:Iteration 20F (124569.620000 sec): 3 clusters
  Score: Raw -1217125.446087 + Penalty 3001.100229 = -1214124.345858
  nChanged 104
		SP:Iteration 21Q (124569.840000 sec): 3 clusters
  Score: Raw -1217174.533912 + Penalty 3001.100229 = -1214173.433684
  nChanged 113
		SP:Iteration 22Q (124570.060000 sec): 3 clusters
  Score: Raw -1217244.972807 + Penalty 3001.100229 = -1214243.872578
  nChanged 112
		SP:Iteration 23Q (124570.280000 sec): 3 clusters
  Score: Raw -1217308.271172 + Penalty 3001.100229 = -1214307.170943
  nChanged 105
		SP:Iteration 24Q (124570.540000 sec): 3 clusters
  Score: Raw -1217373.481327 + Penalty 3001.100229 = -1214372.381099
  nChanged 104
		SP:Iteration 25Q (124570.680000 sec): 3 clusters
  Score: Raw -1217444.190456 + Penalty 3001.100229 = -1214443.090227
  nChanged 103
		SP:Iteration 26Q (124570.900000 sec): 3 clusters
  Score: Raw -1217523.085957 + Penalty 3001.100229 = -1214521.985728
  nChanged 98
		SP:Iteration 27Q (124571.120000 sec): 3 clusters
  Score: Raw -1217602.242139 + Penalty 3001.100229 = -1214601.141910
  nChanged 79
		SP:Iteration 28Q (124571.340000 sec): 3 clusters
  Score: Raw -1217667.148684 + Penalty 3001.100229 = -1214666.048456
  nChanged 64
		SP:Iteration 29Q (124571.560000 sec): 3 clusters
  Score: Raw -1217730.846797 + Penalty 3001.100229 = -1214729.746568
  nChanged 57
		SP:Iteration 30Q (124571.780000 sec): 3 clusters
  Score: Raw -1217791.055578 + Penalty 3001.100229 = -1214789.955349
  nChanged 46
		SP:Iteration 31Q (124572.000000 sec): 3 clusters
  Score: Raw -1217833.570308 + Penalty 3001.100229 = -1214832.470079
  nChanged 40
		SP:Iteration 32Q (124572.220000 sec): 3 clusters
  Score: Raw -1217857.833344 + Penalty 3001.100229 = -1214856.733116
  nChanged 27
		SP:Iteration 33Q (124572.440000 sec): 3 clusters
  Score: Raw -1217875.172492 + Penalty 3001.100229 = -1214874.072263
  nChanged 24
		SP:Iteration 34Q (124572.570000 sec): 3 clusters
  Score: Raw -1217888.570996 + Penalty 3001.100229 = -1214887.470768
  nChanged 18
		SP:Iteration 35Q (124572.770000 sec): 3 clusters
  Score: Raw -1217897.671221 + Penalty 3001.100229 = -1214896.570992
  nChanged 16
		SP:Iteration 36Q (124573.000000 sec): 3 clusters
  Score: Raw -1217904.269704 + Penalty 3001.100229 = -1214903.169476
  nChanged 11
		SP:Iteration 37Q (124573.180000 sec): 3 clusters
  Score: Raw -1217911.058514 + Penalty 3001.100229 = -1214909.958285
  nChanged 6
		SP:Iteration 38Q (124573.360000 sec): 3 clusters
  Score: Raw -1217914.826286 + Penalty 3001.100229 = -1214913.726057
  nChanged 6
		SP:Iteration 39Q (124573.540000 sec): 3 clusters
  Score: Raw -1217916.358459 + Penalty 3001.100229 = -1214915.258230
  nChanged 3
		SP:Iteration 40F (124573.730000 sec): 3 clusters
  Score: Raw -1217917.560340 + Penalty 3001.100229 = -1214916.460111
  nChanged 4
		SP:Iteration 41Q (124573.910000 sec): 3 clusters
  Score: Raw -1217918.441004 + Penalty 3001.100229 = -1214917.340775
  nChanged 3
		SP:Iteration 42Q (124574.090000 sec): 3 clusters
  Score: Raw -1217918.929065 + Penalty 3001.100229 = -1214917.828836
  nChanged 1
		SP:Iteration 43Q (124574.280000 sec): 3 clusters
  Score: Raw -1217919.289940 + Penalty 3001.100229 = -1214918.189711
  nChanged 3
		SP:Iteration 44Q (124574.460000 sec): 3 clusters
  Score: Raw -1217920.043763 + Penalty 3001.100229 = -1214918.943534
  nChanged 2
		SP:Iteration 45Q (124574.640000 sec): 3 clusters
  Score: Raw -1217920.733797 + Penalty 3001.100229 = -1214919.633568
  nChanged 1
		SP:Iteration 46Q (124574.780000 sec): 3 clusters
  Score: Raw -1217920.970893 + Penalty 3001.100229 = -1214919.870664
  nChanged 0
		SP:Iteration 47F (124574.970000 sec): 3 clusters
  Score: Raw -1217920.970893 + Penalty 3001.100229 = -1214919.870664
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 8 (12084 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (124575.120000 sec): 2 clusters
  Score: Raw -1460585.287272 + Penalty 1527.441101 = -1459057.846171
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (124575.380000 sec): 3 clusters
  Score: Raw -1453678.892700 + Penalty 3054.882201 = -1450624.010498
  nChanged 5280
		SP:Iteration 1F (124575.630000 sec): 3 clusters
  Score: Raw -1456624.383597 + Penalty 3054.882201 = -1453569.501396
  nChanged 759
		SP:Iteration 2F (124575.830000 sec): 3 clusters
  Score: Raw -1456994.772428 + Penalty 3054.882201 = -1453939.890226
  nChanged 652
		SP:Iteration 3F (124576.080000 sec): 3 clusters
  Score: Raw -1457346.142656 + Penalty 3054.882201 = -1454291.260454
  nChanged 606
		SP:Iteration 4F (124576.330000 sec): 3 clusters
  Score: Raw -1457705.404770 + Penalty 3054.882201 = -1454650.522568
  nChanged 581
		SP:Iteration 5Q (124576.500000 sec): 3 clusters
  Score: Raw -1458053.339091 + Penalty 3054.882201 = -1454998.456890
  nChanged 528
		SP:Iteration 6Q (124576.760000 sec): 3 clusters
  Score: Raw -1458371.854667 + Penalty 3054.882201 = -1455316.972466
  nChanged 518
		SP:Iteration 7Q (124577.020000 sec): 3 clusters
  Score: Raw -1458698.731700 + Penalty 3054.882201 = -1455643.849498
  nChanged 472
		SP:Iteration 8Q (124577.230000 sec): 3 clusters
  Score: Raw -1459011.059540 + Penalty 3054.882201 = -1455956.177339
  nChanged 454
		SP:Iteration 9Q (124577.440000 sec): 3 clusters
  Score: Raw -1459351.097084 + Penalty 3054.882201 = -1456296.214883
  nChanged 430
		SP:Iteration 10Q (124577.650000 sec): 3 clusters
  Score: Raw -1459696.423146 + Penalty 3054.882201 = -1456641.540944
  nChanged 383
		SP:Iteration 11Q (124577.800000 sec): 3 clusters
  Score: Raw -1459985.093078 + Penalty 3054.882201 = -1456930.210877
  nChanged 291
		SP:Iteration 12Q (124578.040000 sec): 3 clusters
  Score: Raw -1460204.008095 + Penalty 3054.882201 = -1457149.125893
  nChanged 218
		SP:Iteration 13Q (124578.240000 sec): 3 clusters
  Score: Raw -1460364.370949 + Penalty 3054.882201 = -1457309.488747
  nChanged 172
		SP:Iteration 14Q (124578.450000 sec): 3 clusters
  Score: Raw -1460499.215308 + Penalty 3054.882201 = -1457444.333107
  nChanged 156
		SP:Iteration 15Q (124578.650000 sec): 3 clusters
  Score: Raw -1460617.333329 + Penalty 3054.882201 = -1457562.451128
  nChanged 100
		SP:Iteration 16Q (124578.860000 sec): 3 clusters
  Score: Raw -1460681.740314 + Penalty 3054.882201 = -1457626.858112
  nChanged 85
		SP:Iteration 17Q (124579.060000 sec): 3 clusters
  Score: Raw -1460740.831213 + Penalty 3054.882201 = -1457685.949011
  nChanged 68
		SP:Iteration 18Q (124579.270000 sec): 3 clusters
  Score: Raw -1460785.449930 + Penalty 3054.882201 = -1457730.567729
  nChanged 45
		SP:Iteration 19Q (124579.480000 sec): 3 clusters
  Score: Raw -1460821.074989 + Penalty 3054.882201 = -1457766.192787
  nChanged 45
		SP:Iteration 20F (124579.720000 sec): 3 clusters
  Score: Raw -1460854.544634 + Penalty 3054.882201 = -1457799.662433
  nChanged 47
		SP:Iteration 21Q (124579.930000 sec): 3 clusters
  Score: Raw -1460878.626668 + Penalty 3054.882201 = -1457823.744467
  nChanged 19
		SP:Iteration 22Q (124580.140000 sec): 3 clusters
  Score: Raw -1460892.303007 + Penalty 3054.882201 = -1457837.420806
  nChanged 19
		SP:Iteration 23Q (124580.340000 sec): 3 clusters
  Score: Raw -1460911.875627 + Penalty 3054.882201 = -1457856.993425
  nChanged 25
		SP:Iteration 24Q (124580.550000 sec): 3 clusters
  Score: Raw -1460927.858219 + Penalty 3054.882201 = -1457872.976018
  nChanged 17
		SP:Iteration 25Q (124580.750000 sec): 3 clusters
  Score: Raw -1460937.047864 + Penalty 3054.882201 = -1457882.165663
  nChanged 6
		SP:Iteration 26Q (124580.960000 sec): 3 clusters
  Score: Raw -1460940.115043 + Penalty 3054.882201 = -1457885.232842
  nChanged 6
		SP:Iteration 27Q (124581.160000 sec): 3 clusters
  Score: Raw -1460943.719182 + Penalty 3054.882201 = -1457888.836981
  nChanged 8
		SP:Iteration 28Q (124581.370000 sec): 3 clusters
  Score: Raw -1460947.403731 + Penalty 3054.882201 = -1457892.521529
  nChanged 7
		SP:Iteration 29Q (124581.580000 sec): 3 clusters
  Score: Raw -1460950.563513 + Penalty 3054.882201 = -1457895.681312
  nChanged 4
		SP:Iteration 30Q (124581.780000 sec): 3 clusters
  Score: Raw -1460952.523758 + Penalty 3054.882201 = -1457897.641557
  nChanged 3
		SP:Iteration 31Q (124581.990000 sec): 3 clusters
  Score: Raw -1460954.465658 + Penalty 3054.882201 = -1457899.583457
  nChanged 4
		SP:Iteration 32Q (124582.290000 sec): 3 clusters
  Score: Raw -1460956.410461 + Penalty 3054.882201 = -1457901.528259
  nChanged 5
		SP:Iteration 33Q (124582.460000 sec): 3 clusters
  Score: Raw -1460959.564874 + Penalty 3054.882201 = -1457904.682673
  nChanged 3
		SP:Iteration 34Q (124582.660000 sec): 3 clusters
  Score: Raw -1460960.857494 + Penalty 3054.882201 = -1457905.975292
  nChanged 5
		SP:Iteration 35Q (124582.880000 sec): 3 clusters
  Score: Raw -1460962.290422 + Penalty 3054.882201 = -1457907.408221
  nChanged 6
		SP:Iteration 36Q (124583.100000 sec): 3 clusters
  Score: Raw -1460964.557798 + Penalty 3054.882201 = -1457909.675596
  nChanged 3
		SP:Iteration 37Q (124583.310000 sec): 3 clusters
  Score: Raw -1460965.479314 + Penalty 3054.882201 = -1457910.597112
  nChanged 1
		SP:Iteration 38Q (124583.450000 sec): 3 clusters
  Score: Raw -1460965.696298 + Penalty 3054.882201 = -1457910.814097
  nChanged 0
		SP:Iteration 39F (124583.630000 sec): 3 clusters
  Score: Raw -1460965.696298 + Penalty 3054.882201 = -1457910.814097
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 9 (533 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (124583.730000 sec): 2 clusters
  Score: Raw -58629.082390 + Penalty 1020.259731 = -57608.822658
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (124583.910000 sec): 3 clusters
  Score: Raw -58612.865985 + Penalty 2040.519463 = -56572.346522
  nChanged 130
		SP:Iteration 1F (124584.080000 sec): 3 clusters
  Score: Raw -58872.462088 + Penalty 2040.519463 = -56831.942626
  nChanged 53
		SP:Iteration 2F (124584.260000 sec): 3 clusters
  Score: Raw -59070.014159 + Penalty 2040.519463 = -57029.494696
  nChanged 32
		SP:Iteration 3F (124584.440000 sec): 3 clusters
  Score: Raw -59157.835928 + Penalty 2040.519463 = -57117.316465
  nChanged 15
		SP:Iteration 4Q (124584.610000 sec): 3 clusters
  Score: Raw -59204.365854 + Penalty 2040.519463 = -57163.846392
  nChanged 12
		SP:Iteration 5Q (124584.790000 sec): 3 clusters
  Score: Raw -59240.248219 + Penalty 2040.519463 = -57199.728756
  nChanged 10
		SP:Iteration 6Q (124584.960000 sec): 3 clusters
  Score: Raw -59268.362096 + Penalty 2040.519463 = -57227.842633
  nChanged 10
		SP:Iteration 7Q (124585.140000 sec): 3 clusters
  Score: Raw -59293.580230 + Penalty 2040.519463 = -57253.060768
  nChanged 6
		SP:Iteration 8Q (124585.320000 sec): 3 clusters
  Score: Raw -59308.910193 + Penalty 2040.519463 = -57268.390730
  nChanged 5
		SP:Iteration 9Q (124585.490000 sec): 3 clusters
  Score: Raw -59332.104966 + Penalty 2040.519463 = -57291.585503
  nChanged 5
		SP:Iteration 10Q (124585.670000 sec): 3 clusters
  Score: Raw -59353.005587 + Penalty 2040.519463 = -57312.486125
  nChanged 3
		SP:Iteration 11Q (124585.840000 sec): 3 clusters
  Score: Raw -59401.219548 + Penalty 2040.519463 = -57360.700085
  nChanged 10
		SP:Iteration 12Q (124586.020000 sec): 3 clusters
  Score: Raw -59461.704266 + Penalty 2040.519463 = -57421.184803
  nChanged 8
		SP:Iteration 13Q (124586.190000 sec): 3 clusters
  Score: Raw -59482.407538 + Penalty 2040.519463 = -57441.888075
  nChanged 11
		SP:Iteration 14Q (124586.370000 sec): 3 clusters
  Score: Raw -59516.823280 + Penalty 2040.519463 = -57476.303818
  nChanged 6
		SP:Iteration 15Q (124586.540000 sec): 3 clusters
  Score: Raw -59532.605756 + Penalty 2040.519463 = -57492.086293
  nChanged 5
		SP:Iteration 16Q (124586.720000 sec): 3 clusters
  Score: Raw -59547.765369 + Penalty 2040.519463 = -57507.245906
  nChanged 3
		SP:Iteration 17Q (124586.900000 sec): 3 clusters
  Score: Raw -59551.818363 + Penalty 2040.519463 = -57511.298900
  nChanged 2
		SP:Iteration 18Q (124587.070000 sec): 3 clusters
  Score: Raw -59555.217046 + Penalty 2040.519463 = -57514.697583
  nChanged 1
		SP:Iteration 19Q (124587.250000 sec): 3 clusters
  Score: Raw -59556.098628 + Penalty 2040.519463 = -57515.579165
  nChanged 1
		SP:Iteration 20F (124587.420000 sec): 3 clusters
  Score: Raw -59557.085742 + Penalty 2040.519463 = -57516.566279
  nChanged 1
		SP:Iteration 21Q (124587.600000 sec): 3 clusters
  Score: Raw -59558.339947 + Penalty 2040.519463 = -57517.820484
  nChanged 0
		SP:Iteration 22F (124587.780000 sec): 3 clusters
  Score: Raw -59558.339947 + Penalty 2040.519463 = -57517.820484
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 10 (8183 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (124587.920000 sec): 2 clusters
  Score: Raw -932686.462673 + Penalty 1464.094793 = -931222.367880
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (124588.130000 sec): 3 clusters
  Score: Raw -928191.275498 + Penalty 2928.189586 = -925263.085912
  nChanged 3488
		SP:Iteration 1F (124588.320000 sec): 3 clusters
  Score: Raw -930199.098432 + Penalty 2928.189586 = -927270.908846
  nChanged 614
		SP:Iteration 2F (124588.520000 sec): 3 clusters
  Score: Raw -930564.352293 + Penalty 2928.189586 = -927636.162707
  nChanged 527
		SP:Iteration 3F (124588.720000 sec): 3 clusters
  Score: Raw -930896.303637 + Penalty 2928.189586 = -927968.114051
  nChanged 480
		SP:Iteration 4F (124588.910000 sec): 3 clusters
  Score: Raw -931216.022549 + Penalty 2928.189586 = -928287.832963
  nChanged 472
		SP:Iteration 5F (124589.110000 sec): 3 clusters
  Score: Raw -931567.938132 + Penalty 2928.189586 = -928639.748546
  nChanged 459
		SP:Iteration 6F (124589.310000 sec): 3 clusters
  Score: Raw -931931.696462 + Penalty 2928.189586 = -929003.506876
  nChanged 433
		SP:Iteration 7F (124589.510000 sec): 3 clusters
  Score: Raw -932263.033137 + Penalty 2928.189586 = -929334.843551
  nChanged 323
		SP:Iteration 8Q (124589.710000 sec): 3 clusters
  Score: Raw -932511.387650 + Penalty 2928.189586 = -929583.198064
  nChanged 257
		SP:Iteration 9Q (124589.900000 sec): 3 clusters
  Score: Raw -932707.545347 + Penalty 2928.189586 = -929779.355761
  nChanged 194
		SP:Iteration 10Q (124590.090000 sec): 3 clusters
  Score: Raw -932834.398209 + Penalty 2928.189586 = -929906.208623
  nChanged 141
		SP:Iteration 11Q (124590.210000 sec): 3 clusters
  Score: Raw -932934.011308 + Penalty 2928.189586 = -930005.821722
  nChanged 115
		SP:Iteration 12Q (124590.410000 sec): 3 clusters
  Score: Raw -933003.348790 + Penalty 2928.189586 = -930075.159204
  nChanged 89
		SP:Iteration 13Q (124590.600000 sec): 3 clusters
  Score: Raw -933053.327377 + Penalty 2928.189586 = -930125.137791
  nChanged 71
		SP:Iteration 14Q (124590.810000 sec): 3 clusters
  Score: Raw -933088.418012 + Penalty 2928.189586 = -930160.228426
  nChanged 67
		SP:Iteration 15Q (124591.010000 sec): 3 clusters
  Score: Raw -933123.048559 + Penalty 2928.189586 = -930194.858973
  nChanged 58
		SP:Iteration 16Q (124591.210000 sec): 3 clusters
  Score: Raw -933148.548165 + Penalty 2928.189586 = -930220.358579
  nChanged 42
		SP:Iteration 17Q (124591.410000 sec): 3 clusters
  Score: Raw -933164.490559 + Penalty 2928.189586 = -930236.300973
  nChanged 32
		SP:Iteration 18Q (124591.600000 sec): 3 clusters
  Score: Raw -933175.888610 + Penalty 2928.189586 = -930247.699025
  nChanged 29
		SP:Iteration 19Q (124591.800000 sec): 3 clusters
  Score: Raw -933187.239553 + Penalty 2928.189586 = -930259.049967
  nChanged 28
		SP:Iteration 20F (124592.000000 sec): 3 clusters
  Score: Raw -933199.366592 + Penalty 2928.189586 = -930271.177006
  nChanged 28
		SP:Iteration 21Q (124592.200000 sec): 3 clusters
  Score: Raw -933212.288256 + Penalty 2928.189586 = -930284.098671
  nChanged 31
		SP:Iteration 22Q (124592.390000 sec): 3 clusters
  Score: Raw -933226.420877 + Penalty 2928.189586 = -930298.231291
  nChanged 28
		SP:Iteration 23Q (124592.590000 sec): 3 clusters
  Score: Raw -933240.985001 + Penalty 2928.189586 = -930312.795415
  nChanged 25
		SP:Iteration 24Q (124592.770000 sec): 3 clusters
  Score: Raw -933251.665844 + Penalty 2928.189586 = -930323.476258
  nChanged 23
		SP:Iteration 25Q (124592.890000 sec): 3 clusters
  Score: Raw -933262.562831 + Penalty 2928.189586 = -930334.373245
  nChanged 24
		SP:Iteration 26Q (124593.100000 sec): 3 clusters
  Score: Raw -933277.262753 + Penalty 2928.189586 = -930349.073168
  nChanged 34
		SP:Iteration 27Q (124593.300000 sec): 3 clusters
  Score: Raw -933302.773410 + Penalty 2928.189586 = -930374.583824
  nChanged 28
		SP:Iteration 28Q (124593.500000 sec): 3 clusters
  Score: Raw -933323.107813 + Penalty 2928.189586 = -930394.918227
  nChanged 22
		SP:Iteration 29Q (124593.690000 sec): 3 clusters
  Score: Raw -933337.528235 + Penalty 2928.189586 = -930409.338649
  nChanged 14
		SP:Iteration 30Q (124593.870000 sec): 3 clusters
  Score: Raw -933344.046140 + Penalty 2928.189586 = -930415.856554
  nChanged 7
		SP:Iteration 31Q (124594.090000 sec): 3 clusters
  Score: Raw -933349.120040 + Penalty 2928.189586 = -930420.930455
  nChanged 3
		SP:Iteration 32Q (124594.280000 sec): 3 clusters
  Score: Raw -933351.489375 + Penalty 2928.189586 = -930423.299790
  nChanged 5
		SP:Iteration 33Q (124594.470000 sec): 3 clusters
  Score: Raw -933354.111150 + Penalty 2928.189586 = -930425.921565
  nChanged 5
		SP:Iteration 34Q (124594.670000 sec): 3 clusters
  Score: Raw -933356.449835 + Penalty 2928.189586 = -930428.260249
  nChanged 5
		SP:Iteration 35Q (124594.860000 sec): 3 clusters
  Score: Raw -933360.049331 + Penalty 2928.189586 = -930431.859745
  nChanged 4
		SP:Iteration 36Q (124595.050000 sec): 3 clusters
  Score: Raw -933362.420955 + Penalty 2928.189586 = -930434.231370
  nChanged 2
		SP:Iteration 37Q (124595.240000 sec): 3 clusters
  Score: Raw -933363.325487 + Penalty 2928.189586 = -930435.135901
  nChanged 1
		SP:Iteration 38Q (124595.350000 sec): 3 clusters
  Score: Raw -933363.915944 + Penalty 2928.189586 = -930435.726358
  nChanged 2
		SP:Iteration 39Q (124595.560000 sec): 3 clusters
  Score: Raw -933364.420043 + Penalty 2928.189586 = -930436.230457
  nChanged 0
		SP:Iteration 40F (124595.760000 sec): 3 clusters
  Score: Raw -933364.420043 + Penalty 2928.189586 = -930436.230457
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 11 (891 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (124595.820000 sec): 2 clusters
  Score: Raw -103033.532445 + Penalty 1103.755969 = -101929.776476
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (124596.000000 sec): 3 clusters
  Score: Raw -102785.387138 + Penalty 2207.511939 = -100577.875199
  nChanged 280
		SP:Iteration 1F (124596.170000 sec): 3 clusters
  Score: Raw -103044.919556 + Penalty 2207.511939 = -100837.407617
  nChanged 69
		SP:Iteration 2F (124596.350000 sec): 3 clusters
  Score: Raw -103147.264790 + Penalty 2207.511939 = -100939.752851
  nChanged 40
		SP:Iteration 3Q (124596.520000 sec): 3 clusters
  Score: Raw -103192.099340 + Penalty 2207.511939 = -100984.587401
  nChanged 19
		SP:Iteration 4Q (124596.620000 sec): 3 clusters
  Score: Raw -103211.585994 + Penalty 2207.511939 = -101004.074055
  nChanged 17
		SP:Iteration 5Q (124596.640000 sec): 3 clusters
  Score: Raw -103225.156322 + Penalty 2207.511939 = -101017.644383
  nChanged 7
		SP:Iteration 6Q (124596.660000 sec): 3 clusters
  Score: Raw -103233.703737 + Penalty 2207.511939 = -101026.191798
  nChanged 6
		SP:Iteration 7Q (124596.680000 sec): 3 clusters
  Score: Raw -103238.315928 + Penalty 2207.511939 = -101030.803989
  nChanged 3
		SP:Iteration 8Q (124596.710000 sec): 3 clusters
  Score: Raw -103239.858706 + Penalty 2207.511939 = -101032.346767
  nChanged 2
		SP:Iteration 9Q (124596.730000 sec): 3 clusters
  Score: Raw -103241.709587 + Penalty 2207.511939 = -101034.197648
  nChanged 3
		SP:Iteration 10Q (124596.760000 sec): 3 clusters
  Score: Raw -103243.734173 + Penalty 2207.511939 = -101036.222235
  nChanged 3
		SP:Iteration 11Q (124596.780000 sec): 3 clusters
  Score: Raw -103247.896434 + Penalty 2207.511939 = -101040.384495
  nChanged 2
		SP:Iteration 12Q (124596.800000 sec): 3 clusters
  Score: Raw -103248.908758 + Penalty 2207.511939 = -101041.396819
  nChanged 2
		SP:Iteration 13Q (124596.830000 sec): 3 clusters
  Score: Raw -103249.973948 + Penalty 2207.511939 = -101042.462009
  nChanged 2
		SP:Iteration 14Q (124596.850000 sec): 3 clusters
  Score: Raw -103250.984772 + Penalty 2207.511939 = -101043.472833
  nChanged 1
		SP:Iteration 15Q (124596.880000 sec): 3 clusters
  Score: Raw -103252.819034 + Penalty 2207.511939 = -101045.307095
  nChanged 0
		SP:Iteration 16F (124596.900000 sec): 3 clusters
  Score: Raw -103252.819034 + Penalty 2207.511939 = -101045.307095
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 12 (502 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (124596.950000 sec): 2 clusters
  Score: Raw -60916.023429 + Penalty 1010.522519 = -59905.500909
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (124596.960000 sec): 3 clusters
  Score: Raw -60833.897892 + Penalty 2021.045039 = -58812.852853
  nChanged 121
		SP:Iteration 1F (124596.980000 sec): 3 clusters
  Score: Raw -60995.440381 + Penalty 2021.045039 = -58974.395342
  nChanged 25
		SP:Iteration 2Q (124596.990000 sec): 3 clusters
  Score: Raw -61042.328500 + Penalty 2021.045039 = -59021.283461
  nChanged 7
		SP:Iteration 3Q (124597.010000 sec): 3 clusters
  Score: Raw -61053.768406 + Penalty 2021.045039 = -59032.723367
  nChanged 4
		SP:Iteration 4Q (124597.020000 sec): 3 clusters
  Score: Raw -61059.019711 + Penalty 2021.045039 = -59037.974672
  nChanged 3
		SP:Iteration 5Q (124597.040000 sec): 3 clusters
  Score: Raw -61061.798472 + Penalty 2021.045039 = -59040.753434
  nChanged 1
		SP:Iteration 6Q (124597.060000 sec): 3 clusters
  Score: Raw -61062.530143 + Penalty 2021.045039 = -59041.485104
  nChanged 0
		SP:Iteration 7F (124597.070000 sec): 3 clusters
  Score: Raw -61062.530143 + Penalty 2021.045039 = -59041.485104
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 13 (553 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (124597.120000 sec): 2 clusters
  Score: Raw -67829.573166 + Penalty 1026.245675 = -66803.327491
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (124597.140000 sec): 3 clusters
  Score: Raw -67717.587728 + Penalty 2052.491350 = -65665.096377
  nChanged 134
		SP:Iteration 1F (124597.150000 sec): 3 clusters
  Score: Raw -67884.966193 + Penalty 2052.491350 = -65832.474843
  nChanged 27
		SP:Iteration 2Q (124597.160000 sec): 3 clusters
  Score: Raw -67925.645774 + Penalty 2052.491350 = -65873.154424
  nChanged 15
		SP:Iteration 3Q (124597.180000 sec): 3 clusters
  Score: Raw -67948.671206 + Penalty 2052.491350 = -65896.179855
  nChanged 12
		SP:Iteration 4Q (124597.200000 sec): 3 clusters
  Score: Raw -67967.114666 + Penalty 2052.491350 = -65914.623315
  nChanged 5
		SP:Iteration 5Q (124597.210000 sec): 3 clusters
  Score: Raw -67976.380405 + Penalty 2052.491350 = -65923.889055
  nChanged 5
		SP:Iteration 6Q (124597.230000 sec): 3 clusters
  Score: Raw -67983.959504 + Penalty 2052.491350 = -65931.468153
  nChanged 2
		SP:Iteration 7Q (124597.240000 sec): 3 clusters
  Score: Raw -67985.548704 + Penalty 2052.491350 = -65933.057353
  nChanged 2
		SP:Iteration 8Q (124597.260000 sec): 3 clusters
  Score: Raw -67986.497989 + Penalty 2052.491350 = -65934.006639
  nChanged 2
		SP:Iteration 9Q (124597.280000 sec): 3 clusters
  Score: Raw -67988.196293 + Penalty 2052.491350 = -65935.704943
  nChanged 0
		SP:Iteration 10F (124597.290000 sec): 3 clusters
  Score: Raw -67988.196293 + Penalty 2052.491350 = -65935.704943
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 14 (324 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (124597.330000 sec): 2 clusters
  Score: Raw -35151.894635 + Penalty 939.370821 = -34212.523813
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (124597.340000 sec): 3 clusters
  Score: Raw -35298.768566 + Penalty 1878.741643 = -33420.026923
  nChanged 69
		SP:Iteration 1F (124597.350000 sec): 3 clusters
  Score: Raw -35567.527546 + Penalty 1878.741643 = -33688.785904
  nChanged 20
		SP:Iteration 2F (124597.360000 sec): 3 clusters
  Score: Raw -35674.241127 + Penalty 1878.741643 = -33795.499485
  nChanged 10
		SP:Iteration 3Q (124597.360000 sec): 3 clusters
  Score: Raw -35705.339377 + Penalty 1878.741643 = -33826.597734
  nChanged 6
		SP:Iteration 4Q (124597.370000 sec): 3 clusters
  Score: Raw -35722.185454 + Penalty 1878.741643 = -33843.443811
  nChanged 4
		SP:Iteration 5Q (124597.380000 sec): 3 clusters
  Score: Raw -35743.222793 + Penalty 1878.741643 = -33864.481151
  nChanged 3
		SP:Iteration 6Q (124597.390000 sec): 3 clusters
  Score: Raw -35749.565882 + Penalty 1878.741643 = -33870.824239
  nChanged 3
		SP:Iteration 7Q (124597.400000 sec): 3 clusters
  Score: Raw -35756.160127 + Penalty 1878.741643 = -33877.418485
  nChanged 1
		SP:Iteration 8Q (124597.400000 sec): 3 clusters
  Score: Raw -35758.702988 + Penalty 1878.741643 = -33879.961346
  nChanged 0
		SP:Iteration 9F (124597.410000 sec): 3 clusters
  Score: Raw -35758.702988 + Penalty 1878.741643 = -33879.961346
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 15 (5271 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (124597.530000 sec): 2 clusters
  Score: Raw -639469.751684 + Penalty 1392.620999 = -638077.130685
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (124597.700000 sec): 3 clusters
  Score: Raw -636722.283314 + Penalty 2785.241997 = -633937.041317
  nChanged 2164
		SP:Iteration 1F (124597.880000 sec): 3 clusters
  Score: Raw -637883.106683 + Penalty 2785.241997 = -635097.864685
  nChanged 357
		SP:Iteration 2F (124598.050000 sec): 3 clusters
  Score: Raw -638092.092761 + Penalty 2785.241997 = -635306.850763
  nChanged 304
		SP:Iteration 3F (124598.200000 sec): 3 clusters
  Score: Raw -638289.907210 + Penalty 2785.241997 = -635504.665213
  nChanged 272
		SP:Iteration 4F (124598.300000 sec): 3 clusters
  Score: Raw -638474.645936 + Penalty 2785.241997 = -635689.403939
  nChanged 237
		SP:Iteration 5Q (124598.490000 sec): 3 clusters
  Score: Raw -638610.148901 + Penalty 2785.241997 = -635824.906904
  nChanged 201
		SP:Iteration 6Q (124598.660000 sec): 3 clusters
  Score: Raw -638711.244239 + Penalty 2785.241997 = -635926.002242
  nChanged 164
		SP:Iteration 7Q (124598.830000 sec): 3 clusters
  Score: Raw -638788.214748 + Penalty 2785.241997 = -636002.972751
  nChanged 147
		SP:Iteration 8Q (124599.010000 sec): 3 clusters
  Score: Raw -638847.012371 + Penalty 2785.241997 = -636061.770374
  nChanged 141
		SP:Iteration 9Q (124599.180000 sec): 3 clusters
  Score: Raw -638917.933895 + Penalty 2785.241997 = -636132.691897
  nChanged 138
		SP:Iteration 10Q (124599.360000 sec): 3 clusters
  Score: Raw -638984.537066 + Penalty 2785.241997 = -636199.295069
  nChanged 152
		SP:Iteration 11Q (124599.530000 sec): 3 clusters
  Score: Raw -639054.118520 + Penalty 2785.241997 = -636268.876522
  nChanged 122
		SP:Iteration 12Q (124599.700000 sec): 3 clusters
  Score: Raw -639109.823361 + Penalty 2785.241997 = -636324.581363
  nChanged 135
		SP:Iteration 13Q (124599.870000 sec): 3 clusters
  Score: Raw -639171.760021 + Penalty 2785.241997 = -636386.518023
  nChanged 139
		SP:Iteration 14Q (124600.050000 sec): 3 clusters
  Score: Raw -639242.932325 + Penalty 2785.241997 = -636457.690328
  nChanged 136
		SP:Iteration 15Q (124600.220000 sec): 3 clusters
  Score: Raw -639318.775627 + Penalty 2785.241997 = -636533.533629
  nChanged 144
		SP:Iteration 16Q (124600.400000 sec): 3 clusters
  Score: Raw -639396.326388 + Penalty 2785.241997 = -636611.084390
  nChanged 125
		SP:Iteration 17Q (124600.570000 sec): 3 clusters
  Score: Raw -639466.908075 + Penalty 2785.241997 = -636681.666077
  nChanged 124
		SP:Iteration 18Q (124600.740000 sec): 3 clusters
  Score: Raw -639550.500160 + Penalty 2785.241997 = -636765.258163
  nChanged 126
		SP:Iteration 19Q (124600.920000 sec): 3 clusters
  Score: Raw -639645.130475 + Penalty 2785.241997 = -636859.888478
  nChanged 130
		SP:Iteration 20F (124601.090000 sec): 3 clusters
  Score: Raw -639755.491572 + Penalty 2785.241997 = -636970.249575
  nChanged 128
		SP:Iteration 21Q (124601.260000 sec): 3 clusters
  Score: Raw -639838.336656 + Penalty 2785.241997 = -637053.094659
  nChanged 79
		SP:Iteration 22Q (124601.440000 sec): 3 clusters
  Score: Raw -639877.746945 + Penalty 2785.241997 = -637092.504948
  nChanged 61
		SP:Iteration 23Q (124601.600000 sec): 3 clusters
  Score: Raw -639907.151473 + Penalty 2785.241997 = -637121.909476
  nChanged 61
		SP:Iteration 24Q (124601.760000 sec): 3 clusters
  Score: Raw -639933.469915 + Penalty 2785.241997 = -637148.227917
  nChanged 34
		SP:Iteration 25Q (124601.920000 sec): 3 clusters
  Score: Raw -639945.694339 + Penalty 2785.241997 = -637160.452341
  nChanged 27
		SP:Iteration 26Q (124602.080000 sec): 3 clusters
  Score: Raw -639955.410885 + Penalty 2785.241997 = -637170.168887
  nChanged 23
		SP:Iteration 27Q (124602.240000 sec): 3 clusters
  Score: Raw -639961.537002 + Penalty 2785.241997 = -637176.295005
  nChanged 16
		SP:Iteration 28Q (124602.400000 sec): 3 clusters
  Score: Raw -639968.220985 + Penalty 2785.241997 = -637182.978988
  nChanged 17
		SP:Iteration 29Q (124602.550000 sec): 3 clusters
  Score: Raw -639973.084725 + Penalty 2785.241997 = -637187.842727
  nChanged 10
		SP:Iteration 30Q (124602.710000 sec): 3 clusters
  Score: Raw -639975.458204 + Penalty 2785.241997 = -637190.216207
  nChanged 9
		SP:Iteration 31Q (124602.870000 sec): 3 clusters
  Score: Raw -639977.535759 + Penalty 2785.241997 = -637192.293762
  nChanged 7
		SP:Iteration 32Q (124603.030000 sec): 3 clusters
  Score: Raw -639979.085761 + Penalty 2785.241997 = -637193.843763
  nChanged 5
		SP:Iteration 33Q (124603.180000 sec): 3 clusters
  Score: Raw -639980.205560 + Penalty 2785.241997 = -637194.963563
  nChanged 3
		SP:Iteration 34Q (124603.350000 sec): 3 clusters
  Score: Raw -639980.733449 + Penalty 2785.241997 = -637195.491452
  nChanged 4
		SP:Iteration 35Q (124603.520000 sec): 3 clusters
  Score: Raw -639981.530245 + Penalty 2785.241997 = -637196.288247
  nChanged 4
		SP:Iteration 36Q (124603.700000 sec): 3 clusters
  Score: Raw -639982.725896 + Penalty 2785.241997 = -637197.483898
  nChanged 2
		SP:Iteration 37Q (124603.870000 sec): 3 clusters
  Score: Raw -639983.232258 + Penalty 2785.241997 = -637197.990260
  nChanged 3
		SP:Iteration 38Q (124604.050000 sec): 3 clusters
  Score: Raw -639984.653477 + Penalty 2785.241997 = -637199.411480
  nChanged 8
		SP:Iteration 39Q (124604.220000 sec): 3 clusters
  Score: Raw -639985.855757 + Penalty 2785.241997 = -637200.613759
  nChanged 3
		SP:Iteration 40F (124604.390000 sec): 3 clusters
  Score: Raw -639986.263101 + Penalty 2785.241997 = -637201.021104
  nChanged 4
		SP:Iteration 41Q (124604.570000 sec): 3 clusters
  Score: Raw -639986.609407 + Penalty 2785.241997 = -637201.367410
  nChanged 0
		SP:Iteration 42F (124604.740000 sec): 3 clusters
  Score: Raw -639986.609407 + Penalty 2785.241997 = -637201.367410
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 16 (346586 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (124606.590000 sec): 2 clusters
  Score: Raw -42523946.132527 + Penalty 2072.831518 = -42521873.301009
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (124609.380000 sec): 3 clusters
  Score: Raw -42292134.117152 + Penalty 4145.663035 = -42287988.454117
  nChanged 168905
		SP:Iteration 1F (124612.170000 sec): 3 clusters
  Score: Raw -42395285.962856 + Penalty 4145.663035 = -42391140.299820
  nChanged 12425
		SP:Iteration 2Q (124615.170000 sec): 3 clusters
  Score: Raw -42399290.814442 + Penalty 4145.663035 = -42395145.151407
  nChanged 17735
		SP:Iteration 3F (124617.880000 sec): 3 clusters
  Score: Raw -42407653.926119 + Penalty 4145.663035 = -42403508.263084
  nChanged 25236
		SP:Iteration 4F (124620.630000 sec): 3 clusters
  Score: Raw -42424610.499196 + Penalty 4145.663035 = -42420464.836160
  nChanged 32045
		SP:Iteration 5F (124623.360000 sec): 3 clusters
  Score: Raw -42452374.076456 + Penalty 4145.663035 = -42448228.413421
  nChanged 31946
		SP:Iteration 6F (124626.030000 sec): 3 clusters
  Score: Raw -42484280.149966 + Penalty 4145.663035 = -42480134.486930
  nChanged 23103
		SP:Iteration 7F (124628.780000 sec): 3 clusters
  Score: Raw -42507683.122809 + Penalty 4145.663035 = -42503537.459773
  nChanged 11603
		SP:Iteration 8Q (124631.520000 sec): 3 clusters
  Score: Raw -42518608.464147 + Penalty 4145.663035 = -42514462.801111
  nChanged 4502
		SP:Iteration 9Q (124634.110000 sec): 3 clusters
  Score: Raw -42522407.767398 + Penalty 4145.663035 = -42518262.104363
  nChanged 1559
		SP:Iteration 10Q (124636.620000 sec): 3 clusters
  Score: Raw -42523574.467944 + Penalty 4145.663035 = -42519428.804909
  nChanged 523
		SP:Iteration 11Q (124639.090000 sec): 3 clusters
  Score: Raw -42523924.753633 + Penalty 4145.663035 = -42519779.090598
  nChanged 247
		SP:Iteration 12Q (124641.540000 sec): 3 clusters
  Score: Raw -42524100.787852 + Penalty 4145.663035 = -42519955.124816
  nChanged 134
		SP:Iteration 13Q (124643.980000 sec): 3 clusters
  Score: Raw -42524189.541969 + Penalty 4145.663035 = -42520043.878933
  nChanged 67
		SP:Iteration 14Q (124646.260000 sec): 3 clusters
  Score: Raw -42524228.458399 + Penalty 4145.663035 = -42520082.795363
  nChanged 46
		SP:Iteration 15Q (124648.720000 sec): 3 clusters
  Score: Raw -42524255.357114 + Penalty 4145.663035 = -42520109.694078
  nChanged 34
		SP:Iteration 16Q (124651.180000 sec): 3 clusters
  Score: Raw -42524272.937984 + Penalty 4145.663035 = -42520127.274948
  nChanged 24
		SP:Iteration 17Q (124653.720000 sec): 3 clusters
  Score: Raw -42524286.457829 + Penalty 4145.663035 = -42520140.794794
  nChanged 16
		SP:Iteration 18Q (124656.140000 sec): 3 clusters
  Score: Raw -42524297.141233 + Penalty 4145.663035 = -42520151.478197
  nChanged 14
		SP:Iteration 19Q (124658.660000 sec): 3 clusters
  Score: Raw -42524305.465646 + Penalty 4145.663035 = -42520159.802611
  nChanged 11
		SP:Iteration 20F (124661.300000 sec): 3 clusters
  Score: Raw -42524313.884325 + Penalty 4145.663035 = -42520168.221290
  nChanged 16
		SP:Iteration 21Q (124663.780000 sec): 3 clusters
  Score: Raw -42524325.093096 + Penalty 4145.663035 = -42520179.430060
  nChanged 10
		SP:Iteration 22Q (124666.290000 sec): 3 clusters
  Score: Raw -42524331.049413 + Penalty 4145.663035 = -42520185.386377
  nChanged 9
		SP:Iteration 23Q (124668.800000 sec): 3 clusters
  Score: Raw -42524334.795764 + Penalty 4145.663035 = -42520189.132728
  nChanged 8
		SP:Iteration 24Q (124671.340000 sec): 3 clusters
  Score: Raw -42524340.227992 + Penalty 4145.663035 = -42520194.564956
  nChanged 8
		SP:Iteration 25Q (124673.880000 sec): 3 clusters
  Score: Raw -42524346.115841 + Penalty 4145.663035 = -42520200.452806
  nChanged 10
		SP:Iteration 26Q (124676.400000 sec): 3 clusters
  Score: Raw -42524352.274927 + Penalty 4145.663035 = -42520206.611892
  nChanged 8
		SP:Iteration 27Q (124678.930000 sec): 3 clusters
  Score: Raw -42524356.867978 + Penalty 4145.663035 = -42520211.204942
  nChanged 3
		SP:Iteration 28Q (124681.490000 sec): 3 clusters
  Score: Raw -42524358.818745 + Penalty 4145.663035 = -42520213.155710
  nChanged 2
		SP:Iteration 29Q (124683.990000 sec): 3 clusters
  Score: Raw -42524359.621851 + Penalty 4145.663035 = -42520213.958815
  nChanged 1
		SP:Iteration 30Q (124686.440000 sec): 3 clusters
  Score: Raw -42524360.509092 + Penalty 4145.663035 = -42520214.846057
  nChanged 1
		SP:Iteration 31Q (124688.950000 sec): 3 clusters
  Score: Raw -42524360.898213 + Penalty 4145.663035 = -42520215.235177
  nChanged 0
		SP:Iteration 32F (124691.630000 sec): 3 clusters
  Score: Raw -42524360.898213 + Penalty 4145.663035 = -42520215.235177
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 17 (10684 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (124691.820000 sec): 2 clusters
  Score: Raw -1341614.399354 + Penalty 1507.431668 = -1340106.967686
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (124692.070000 sec): 3 clusters
  Score: Raw -1335556.934849 + Penalty 3014.863337 = -1332542.071512
  nChanged 4635
		SP:Iteration 1F (124692.290000 sec): 3 clusters
  Score: Raw -1338039.976110 + Penalty 3014.863337 = -1335025.112774
  nChanged 723
		SP:Iteration 2F (124692.430000 sec): 3 clusters
  Score: Raw -1338405.933086 + Penalty 3014.863337 = -1335391.069750
  nChanged 673
		SP:Iteration 3F (124692.690000 sec): 3 clusters
  Score: Raw -1338759.477941 + Penalty 3014.863337 = -1335744.614604
  nChanged 607
		SP:Iteration 4F (124692.950000 sec): 3 clusters
  Score: Raw -1339106.635634 + Penalty 3014.863337 = -1336091.772297
  nChanged 612
		SP:Iteration 5F (124693.210000 sec): 3 clusters
  Score: Raw -1339458.129382 + Penalty 3014.863337 = -1336443.266046
  nChanged 585
		SP:Iteration 6F (124693.470000 sec): 3 clusters
  Score: Raw -1339776.715951 + Penalty 3014.863337 = -1336761.852614
  nChanged 528
		SP:Iteration 7Q (124693.730000 sec): 3 clusters
  Score: Raw -1340053.556080 + Penalty 3014.863337 = -1337038.692744
  nChanged 461
		SP:Iteration 8Q (124694.000000 sec): 3 clusters
  Score: Raw -1340288.514987 + Penalty 3014.863337 = -1337273.651650
  nChanged 401
		SP:Iteration 9Q (124694.270000 sec): 3 clusters
  Score: Raw -1340491.009698 + Penalty 3014.863337 = -1337476.146361
  nChanged 373
		SP:Iteration 10Q (124694.490000 sec): 3 clusters
  Score: Raw -1340684.437044 + Penalty 3014.863337 = -1337669.573707
  nChanged 357
		SP:Iteration 11Q (124694.710000 sec): 3 clusters
  Score: Raw -1340876.430267 + Penalty 3014.863337 = -1337861.566930
  nChanged 311
		SP:Iteration 12Q (124694.930000 sec): 3 clusters
  Score: Raw -1341043.749967 + Penalty 3014.863337 = -1338028.886631
  nChanged 289
		SP:Iteration 13Q (124695.150000 sec): 3 clusters
  Score: Raw -1341215.388408 + Penalty 3014.863337 = -1338200.525071
  nChanged 259
		SP:Iteration 14Q (124695.370000 sec): 3 clusters
  Score: Raw -1341362.561431 + Penalty 3014.863337 = -1338347.698095
  nChanged 203
		SP:Iteration 15Q (124695.600000 sec): 3 clusters
  Score: Raw -1341473.734673 + Penalty 3014.863337 = -1338458.871337
  nChanged 183
		SP:Iteration 16Q (124695.820000 sec): 3 clusters
  Score: Raw -1341574.637862 + Penalty 3014.863337 = -1338559.774525
  nChanged 160
		SP:Iteration 17Q (124696.090000 sec): 3 clusters
  Score: Raw -1341660.488395 + Penalty 3014.863337 = -1338645.625059
  nChanged 135
		SP:Iteration 18Q (124696.310000 sec): 3 clusters
  Score: Raw -1341733.271972 + Penalty 3014.863337 = -1338718.408636
  nChanged 113
		SP:Iteration 19Q (124696.530000 sec): 3 clusters
  Score: Raw -1341800.194730 + Penalty 3014.863337 = -1338785.331393
  nChanged 99
		SP:Iteration 20F (124696.750000 sec): 3 clusters
  Score: Raw -1341869.943784 + Penalty 3014.863337 = -1338855.080447
  nChanged 84
		SP:Iteration 21Q (124696.980000 sec): 3 clusters
  Score: Raw -1341925.296070 + Penalty 3014.863337 = -1338910.432733
  nChanged 56
		SP:Iteration 22Q (124697.200000 sec): 3 clusters
  Score: Raw -1341966.187721 + Penalty 3014.863337 = -1338951.324384
  nChanged 45
		SP:Iteration 23Q (124697.420000 sec): 3 clusters
  Score: Raw -1341992.705944 + Penalty 3014.863337 = -1338977.842608
  nChanged 47
		SP:Iteration 24Q (124697.640000 sec): 3 clusters
  Score: Raw -1342021.696931 + Penalty 3014.863337 = -1339006.833594
  nChanged 32
		SP:Iteration 25Q (124697.860000 sec): 3 clusters
  Score: Raw -1342041.439206 + Penalty 3014.863337 = -1339026.575870
  nChanged 24
		SP:Iteration 26Q (124698.080000 sec): 3 clusters
  Score: Raw -1342056.863856 + Penalty 3014.863337 = -1339042.000520
  nChanged 16
		SP:Iteration 27Q (124698.290000 sec): 3 clusters
  Score: Raw -1342065.473687 + Penalty 3014.863337 = -1339050.610351
  nChanged 16
		SP:Iteration 28Q (124698.520000 sec): 3 clusters
  Score: Raw -1342074.809732 + Penalty 3014.863337 = -1339059.946396
  nChanged 14
		SP:Iteration 29Q (124698.740000 sec): 3 clusters
  Score: Raw -1342086.321333 + Penalty 3014.863337 = -1339071.457996
  nChanged 18
		SP:Iteration 30Q (124698.980000 sec): 3 clusters
  Score: Raw -1342104.431733 + Penalty 3014.863337 = -1339089.568397
  nChanged 16
		SP:Iteration 31Q (124699.170000 sec): 3 clusters
  Score: Raw -1342115.007788 + Penalty 3014.863337 = -1339100.144451
  nChanged 9
		SP:Iteration 32Q (124699.390000 sec): 3 clusters
  Score: Raw -1342120.868980 + Penalty 3014.863337 = -1339106.005643
  nChanged 10
		SP:Iteration 33Q (124699.610000 sec): 3 clusters
  Score: Raw -1342129.802127 + Penalty 3014.863337 = -1339114.938790
  nChanged 19
		SP:Iteration 34Q (124699.820000 sec): 3 clusters
  Score: Raw -1342143.568403 + Penalty 3014.863337 = -1339128.705067
  nChanged 11
		SP:Iteration 35Q (124700.040000 sec): 3 clusters
  Score: Raw -1342155.401919 + Penalty 3014.863337 = -1339140.538582
  nChanged 11
		SP:Iteration 36Q (124700.260000 sec): 3 clusters
  Score: Raw -1342168.830490 + Penalty 3014.863337 = -1339153.967154
  nChanged 12
		SP:Iteration 37Q (124700.480000 sec): 3 clusters
  Score: Raw -1342184.807469 + Penalty 3014.863337 = -1339169.944133
  nChanged 16
		SP:Iteration 38Q (124700.700000 sec): 3 clusters
  Score: Raw -1342205.146099 + Penalty 3014.863337 = -1339190.282763
  nChanged 20
		SP:Iteration 39Q (124700.920000 sec): 3 clusters
  Score: Raw -1342221.239726 + Penalty 3014.863337 = -1339206.376389
  nChanged 13
		SP:Iteration 40F (124701.140000 sec): 3 clusters
  Score: Raw -1342228.750145 + Penalty 3014.863337 = -1339213.886809
  nChanged 5
		SP:Iteration 41Q (124701.360000 sec): 3 clusters
  Score: Raw -1342231.021851 + Penalty 3014.863337 = -1339216.158514
  nChanged 2
		SP:Iteration 42Q (124701.580000 sec): 3 clusters
  Score: Raw -1342232.080079 + Penalty 3014.863337 = -1339217.216742
  nChanged 1
		SP:Iteration 43Q (124701.790000 sec): 3 clusters
  Score: Raw -1342232.446001 + Penalty 3014.863337 = -1339217.582665
  nChanged 1
		SP:Iteration 44Q (124702.010000 sec): 3 clusters
  Score: Raw -1342232.628544 + Penalty 3014.863337 = -1339217.765207
  nChanged 1
		SP:Iteration 45Q (124702.230000 sec): 3 clusters
  Score: Raw -1342233.221939 + Penalty 3014.863337 = -1339218.358603
  nChanged 1
		SP:Iteration 46Q (124702.450000 sec): 3 clusters
  Score: Raw -1342233.489792 + Penalty 3014.863337 = -1339218.626455
  nChanged 0
		SP:Iteration 47F (124702.670000 sec): 3 clusters
  Score: Raw -1342233.489792 + Penalty 3014.863337 = -1339218.626455
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 18 (5389 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (124702.770000 sec): 2 clusters
  Score: Raw -650783.519783 + Penalty 1396.218707 = -649387.301076
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (124702.950000 sec): 3 clusters
  Score: Raw -647954.493973 + Penalty 2792.437413 = -645162.056560
  nChanged 2241
		SP:Iteration 1F (124703.120000 sec): 3 clusters
  Score: Raw -649166.258161 + Penalty 2792.437413 = -646373.820748
  nChanged 356
		SP:Iteration 2F (124703.290000 sec): 3 clusters
  Score: Raw -649401.376384 + Penalty 2792.437413 = -646608.938971
  nChanged 349
		SP:Iteration 3F (124703.470000 sec): 3 clusters
  Score: Raw -649644.636797 + Penalty 2792.437413 = -646852.199384
  nChanged 352
		SP:Iteration 4F (124703.640000 sec): 3 clusters
  Score: Raw -649890.970637 + Penalty 2792.437413 = -647098.533224
  nChanged 347
		SP:Iteration 5F (124703.810000 sec): 3 clusters
  Score: Raw -650175.146121 + Penalty 2792.437413 = -647382.708708
  nChanged 348
		SP:Iteration 6F (124703.980000 sec): 3 clusters
  Score: Raw -650475.483191 + Penalty 2792.437413 = -647683.045778
  nChanged 307
		SP:Iteration 7F (124704.150000 sec): 3 clusters
  Score: Raw -650717.034404 + Penalty 2792.437413 = -647924.596991
  nChanged 226
		SP:Iteration 8Q (124704.330000 sec): 3 clusters
  Score: Raw -650878.212296 + Penalty 2792.437413 = -648085.774882
  nChanged 168
		SP:Iteration 9Q (124704.500000 sec): 3 clusters
  Score: Raw -650965.648871 + Penalty 2792.437413 = -648173.211458
  nChanged 122
		SP:Iteration 10Q (124704.670000 sec): 3 clusters
  Score: Raw -651018.516676 + Penalty 2792.437413 = -648226.079262
  nChanged 81
		SP:Iteration 11Q (124704.850000 sec): 3 clusters
  Score: Raw -651052.053034 + Penalty 2792.437413 = -648259.615621
  nChanged 51
		SP:Iteration 12Q (124705.020000 sec): 3 clusters
  Score: Raw -651066.950741 + Penalty 2792.437413 = -648274.513328
  nChanged 28
		SP:Iteration 13Q (124705.190000 sec): 3 clusters
  Score: Raw -651075.934112 + Penalty 2792.437413 = -648283.496699
  nChanged 32
		SP:Iteration 14Q (124705.360000 sec): 3 clusters
  Score: Raw -651084.622169 + Penalty 2792.437413 = -648292.184756
  nChanged 20
		SP:Iteration 15Q (124705.530000 sec): 3 clusters
  Score: Raw -651089.409795 + Penalty 2792.437413 = -648296.972382
  nChanged 15
		SP:Iteration 16Q (124705.710000 sec): 3 clusters
  Score: Raw -651093.308878 + Penalty 2792.437413 = -648300.871465
  nChanged 12
		SP:Iteration 17Q (124705.880000 sec): 3 clusters
  Score: Raw -651097.230387 + Penalty 2792.437413 = -648304.792974
  nChanged 15
		SP:Iteration 18Q (124706.050000 sec): 3 clusters
  Score: Raw -651100.750335 + Penalty 2792.437413 = -648308.312922
  nChanged 8
		SP:Iteration 19Q (124706.230000 sec): 3 clusters
  Score: Raw -651103.312890 + Penalty 2792.437413 = -648310.875477
  nChanged 10
		SP:Iteration 20F (124706.400000 sec): 3 clusters
  Score: Raw -651106.126657 + Penalty 2792.437413 = -648313.689244
  nChanged 12
		SP:Iteration 21Q (124706.570000 sec): 3 clusters
  Score: Raw -651109.546020 + Penalty 2792.437413 = -648317.108607
  nChanged 10
		SP:Iteration 22Q (124706.740000 sec): 3 clusters
  Score: Raw -651111.927615 + Penalty 2792.437413 = -648319.490202
  nChanged 7
		SP:Iteration 23Q (124706.910000 sec): 3 clusters
  Score: Raw -651114.350021 + Penalty 2792.437413 = -648321.912607
  nChanged 8
		SP:Iteration 24Q (124707.090000 sec): 3 clusters
  Score: Raw -651116.208721 + Penalty 2792.437413 = -648323.771308
  nChanged 4
		SP:Iteration 25Q (124707.260000 sec): 3 clusters
  Score: Raw -651117.099884 + Penalty 2792.437413 = -648324.662471
  nChanged 3
		SP:Iteration 26Q (124707.430000 sec): 3 clusters
  Score: Raw -651118.065574 + Penalty 2792.437413 = -648325.628161
  nChanged 4
		SP:Iteration 27Q (124707.650000 sec): 3 clusters
  Score: Raw -651118.953596 + Penalty 2792.437413 = -648326.516183
  nChanged 4
		SP:Iteration 28Q (124707.790000 sec): 3 clusters
  Score: Raw -651119.783749 + Penalty 2792.437413 = -648327.346336
  nChanged 6
		SP:Iteration 29Q (124707.970000 sec): 3 clusters
  Score: Raw -651121.351396 + Penalty 2792.437413 = -648328.913983
  nChanged 5
		SP:Iteration 30Q (124708.140000 sec): 3 clusters
  Score: Raw -651122.619518 + Penalty 2792.437413 = -648330.182105
  nChanged 3
		SP:Iteration 31Q (124708.380000 sec): 3 clusters
  Score: Raw -651123.795043 + Penalty 2792.437413 = -648331.357630
  nChanged 5
		SP:Iteration 32Q (124708.570000 sec): 3 clusters
  Score: Raw -651125.119804 + Penalty 2792.437413 = -648332.682391
  nChanged 3
		SP:Iteration 33Q (124708.740000 sec): 3 clusters
  Score: Raw -651126.086663 + Penalty 2792.437413 = -648333.649249
  nChanged 2
		SP:Iteration 34Q (124708.920000 sec): 3 clusters
  Score: Raw -651126.915002 + Penalty 2792.437413 = -648334.477588
  nChanged 3
		SP:Iteration 35Q (124709.090000 sec): 3 clusters
  Score: Raw -651128.240943 + Penalty 2792.437413 = -648335.803530
  nChanged 4
		SP:Iteration 36Q (124709.260000 sec): 3 clusters
  Score: Raw -651129.208304 + Penalty 2792.437413 = -648336.770891
  nChanged 3
		SP:Iteration 37Q (124709.430000 sec): 3 clusters
  Score: Raw -651129.784780 + Penalty 2792.437413 = -648337.347367
  nChanged 1
		SP:Iteration 38Q (124709.610000 sec): 3 clusters
  Score: Raw -651130.014322 + Penalty 2792.437413 = -648337.576909
  nChanged 0
		SP:Iteration 39F (124709.780000 sec): 3 clusters
  Score: Raw -651130.014322 + Penalty 2792.437413 = -648337.576909
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 19 (1105 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (124709.860000 sec): 2 clusters
  Score: Raw -131501.037769 + Penalty 1138.735100 = -130362.302669
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (124710.040000 sec): 3 clusters
  Score: Raw -131107.821029 + Penalty 2277.470200 = -128830.350830
  nChanged 352
		SP:Iteration 1F (124710.210000 sec): 3 clusters
  Score: Raw -131388.218061 + Penalty 2277.470200 = -129110.747861
  nChanged 87
		SP:Iteration 2F (124710.390000 sec): 3 clusters
  Score: Raw -131487.648300 + Penalty 2277.470200 = -129210.178101
  nChanged 54
		SP:Iteration 3Q (124710.570000 sec): 3 clusters
  Score: Raw -131572.308120 + Penalty 2277.470200 = -129294.837921
  nChanged 44
		SP:Iteration 4Q (124710.740000 sec): 3 clusters
  Score: Raw -131635.471840 + Penalty 2277.470200 = -129358.001640
  nChanged 49
		SP:Iteration 5Q (124710.920000 sec): 3 clusters
  Score: Raw -131706.624998 + Penalty 2277.470200 = -129429.154799
  nChanged 46
		SP:Iteration 6Q (124711.090000 sec): 3 clusters
  Score: Raw -131774.617740 + Penalty 2277.470200 = -129497.147541
  nChanged 38
		SP:Iteration 7Q (124711.270000 sec): 3 clusters
  Score: Raw -131828.952272 + Penalty 2277.470200 = -129551.482072
  nChanged 35
		SP:Iteration 8Q (124711.450000 sec): 3 clusters
  Score: Raw -131876.771841 + Penalty 2277.470200 = -129599.301641
  nChanged 23
		SP:Iteration 9Q (124711.620000 sec): 3 clusters
  Score: Raw -131901.168308 + Penalty 2277.470200 = -129623.698108
  nChanged 16
		SP:Iteration 10Q (124711.790000 sec): 3 clusters
  Score: Raw -131914.633871 + Penalty 2277.470200 = -129637.163672
  nChanged 18
		SP:Iteration 11Q (124711.960000 sec): 3 clusters
  Score: Raw -131928.512189 + Penalty 2277.470200 = -129651.041990
  nChanged 14
		SP:Iteration 12Q (124712.140000 sec): 3 clusters
  Score: Raw -131942.838335 + Penalty 2277.470200 = -129665.368136
  nChanged 17
		SP:Iteration 13Q (124712.310000 sec): 3 clusters
  Score: Raw -131965.952569 + Penalty 2277.470200 = -129688.482369
  nChanged 15
		SP:Iteration 14Q (124712.490000 sec): 3 clusters
  Score: Raw -131989.010369 + Penalty 2277.470200 = -129711.540169
  nChanged 16
		SP:Iteration 15Q (124712.670000 sec): 3 clusters
  Score: Raw -132009.267595 + Penalty 2277.470200 = -129731.797395
  nChanged 13
		SP:Iteration 16Q (124712.840000 sec): 3 clusters
  Score: Raw -132025.680008 + Penalty 2277.470200 = -129748.209808
  nChanged 14
		SP:Iteration 17Q (124713.020000 sec): 3 clusters
  Score: Raw -132040.731196 + Penalty 2277.470200 = -129763.260997
  nChanged 8
		SP:Iteration 18Q (124713.190000 sec): 3 clusters
  Score: Raw -132049.394250 + Penalty 2277.470200 = -129771.924050
  nChanged 8
		SP:Iteration 19Q (124713.370000 sec): 3 clusters
  Score: Raw -132060.336521 + Penalty 2277.470200 = -129782.866321
  nChanged 12
		SP:Iteration 20F (124713.550000 sec): 3 clusters
  Score: Raw -132076.138713 + Penalty 2277.470200 = -129798.668514
  nChanged 10
		SP:Iteration 21Q (124713.730000 sec): 3 clusters
  Score: Raw -132087.969872 + Penalty 2277.470200 = -129810.499672
  nChanged 7
		SP:Iteration 22Q (124713.790000 sec): 3 clusters
  Score: Raw -132100.543358 + Penalty 2277.470200 = -129823.073158
  nChanged 7
		SP:Iteration 23Q (124713.810000 sec): 3 clusters
  Score: Raw -132124.044601 + Penalty 2277.470200 = -129846.574401
  nChanged 15
		SP:Iteration 24Q (124713.840000 sec): 3 clusters
  Score: Raw -132157.262016 + Penalty 2277.470200 = -129879.791817
  nChanged 10
		SP:Iteration 25Q (124713.860000 sec): 3 clusters
  Score: Raw -132184.467039 + Penalty 2277.470200 = -129906.996840
  nChanged 8
		SP:Iteration 26Q (124713.890000 sec): 3 clusters
  Score: Raw -132204.790024 + Penalty 2277.470200 = -129927.319824
  nChanged 9
		SP:Iteration 27Q (124713.910000 sec): 3 clusters
  Score: Raw -132221.100608 + Penalty 2277.470200 = -129943.630409
  nChanged 8
		SP:Iteration 28Q (124713.930000 sec): 3 clusters
  Score: Raw -132232.913248 + Penalty 2277.470200 = -129955.443049
  nChanged 1
		SP:Iteration 29Q (124713.960000 sec): 3 clusters
  Score: Raw -132233.240504 + Penalty 2277.470200 = -129955.770304
  nChanged 0
		SP:Iteration 30F (124713.990000 sec): 3 clusters
  Score: Raw -132233.240504 + Penalty 2277.470200 = -129955.770304
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 20 (31228 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (124714.270000 sec): 2 clusters
  Score: Raw -3687439.930849 + Penalty 1681.723941 = -3685758.206908
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (124714.670000 sec): 3 clusters
  Score: Raw -3668172.875200 + Penalty 3363.447882 = -3664809.427318
  nChanged 14351
		SP:Iteration 1F (124715.120000 sec): 3 clusters
  Score: Raw -3676057.706637 + Penalty 3363.447882 = -3672694.258754
  nChanged 1299
		SP:Iteration 2Q (124715.560000 sec): 3 clusters
  Score: Raw -3676452.572238 + Penalty 3363.447882 = -3673089.124356
  nChanged 1358
		SP:Iteration 3Q (124716.000000 sec): 3 clusters
  Score: Raw -3676945.792765 + Penalty 3363.447882 = -3673582.344882
  nChanged 1564
		SP:Iteration 4F (124716.440000 sec): 3 clusters
  Score: Raw -3677629.203685 + Penalty 3363.447882 = -3674265.755802
  nChanged 1788
		SP:Iteration 5F (124716.840000 sec): 3 clusters
  Score: Raw -3678611.561735 + Penalty 3363.447882 = -3675248.113852
  nChanged 2095
		SP:Iteration 6F (124717.230000 sec): 3 clusters
  Score: Raw -3680031.300448 + Penalty 3363.447882 = -3676667.852566
  nChanged 2353
		SP:Iteration 7F (124717.610000 sec): 3 clusters
  Score: Raw -3681896.813306 + Penalty 3363.447882 = -3678533.365424
  nChanged 2323
		SP:Iteration 8F (124717.970000 sec): 3 clusters
  Score: Raw -3684043.044867 + Penalty 3363.447882 = -3680679.596984
  nChanged 1804
		SP:Iteration 9F (124718.390000 sec): 3 clusters
  Score: Raw -3685789.521878 + Penalty 3363.447882 = -3682426.073995
  nChanged 1083
		SP:Iteration 10Q (124718.800000 sec): 3 clusters
  Score: Raw -3686827.057942 + Penalty 3363.447882 = -3683463.610060
  nChanged 503
		SP:Iteration 11Q (124719.250000 sec): 3 clusters
  Score: Raw -3687289.366461 + Penalty 3363.447882 = -3683925.918579
  nChanged 199
		SP:Iteration 12Q (124719.710000 sec): 3 clusters
  Score: Raw -3687474.403768 + Penalty 3363.447882 = -3684110.955886
  nChanged 89
		SP:Iteration 13Q (124720.110000 sec): 3 clusters
  Score: Raw -3687563.050772 + Penalty 3363.447882 = -3684199.602889
  nChanged 39
		SP:Iteration 14Q (124720.480000 sec): 3 clusters
  Score: Raw -3687609.030926 + Penalty 3363.447882 = -3684245.583043
  nChanged 22
		SP:Iteration 15Q (124720.880000 sec): 3 clusters
  Score: Raw -3687639.687323 + Penalty 3363.447882 = -3684276.239441
  nChanged 18
		SP:Iteration 16Q (124721.240000 sec): 3 clusters
  Score: Raw -3687663.621558 + Penalty 3363.447882 = -3684300.173675
  nChanged 9
		SP:Iteration 17Q (124721.610000 sec): 3 clusters
  Score: Raw -3687671.448524 + Penalty 3363.447882 = -3684308.000642
  nChanged 5
		SP:Iteration 18Q (124721.940000 sec): 3 clusters
  Score: Raw -3687678.437259 + Penalty 3363.447882 = -3684314.989377
  nChanged 4
		SP:Iteration 19Q (124722.320000 sec): 3 clusters
  Score: Raw -3687684.037417 + Penalty 3363.447882 = -3684320.589535
  nChanged 6
		SP:Iteration 20F (124722.750000 sec): 3 clusters
  Score: Raw -3687691.759930 + Penalty 3363.447882 = -3684328.312048
  nChanged 4
		SP:Iteration 21Q (124723.090000 sec): 3 clusters
  Score: Raw -3687695.951819 + Penalty 3363.447882 = -3684332.503936
  nChanged 1
		SP:Iteration 22Q (124723.490000 sec): 3 clusters
  Score: Raw -3687696.729712 + Penalty 3363.447882 = -3684333.281829
  nChanged 2
		SP:Iteration 23Q (124723.850000 sec): 3 clusters
  Score: Raw -3687698.382911 + Penalty 3363.447882 = -3684334.935028
  nChanged 1
		SP:Iteration 24Q (124724.250000 sec): 3 clusters
  Score: Raw -3687699.195015 + Penalty 3363.447882 = -3684335.747133
  nChanged 0
		SP:Iteration 25F (124724.650000 sec): 3 clusters
  Score: Raw -3687699.195015 + Penalty 3363.447882 = -3684335.747133
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 21 (12172 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (124724.810000 sec): 2 clusters
  Score: Raw -1483722.082867 + Penalty 1528.620196 = -1482193.462671
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (124725.050000 sec): 3 clusters
  Score: Raw -1476693.742152 + Penalty 3057.240391 = -1473636.501761
  nChanged 5270
		SP:Iteration 1F (124725.260000 sec): 3 clusters
  Score: Raw -1479652.806096 + Penalty 3057.240391 = -1476595.565705
  nChanged 847
		SP:Iteration 2F (124725.460000 sec): 3 clusters
  Score: Raw -1480136.737028 + Penalty 3057.240391 = -1477079.496637
  nChanged 809
		SP:Iteration 3F (124725.670000 sec): 3 clusters
  Score: Raw -1480624.228432 + Penalty 3057.240391 = -1477566.988041
  nChanged 799
		SP:Iteration 4F (124725.870000 sec): 3 clusters
  Score: Raw -1481134.840946 + Penalty 3057.240391 = -1478077.600555
  nChanged 750
		SP:Iteration 5F (124726.080000 sec): 3 clusters
  Score: Raw -1481628.174848 + Penalty 3057.240391 = -1478570.934457
  nChanged 702
		SP:Iteration 6F (124726.280000 sec): 3 clusters
  Score: Raw -1482132.790490 + Penalty 3057.240391 = -1479075.550099
  nChanged 620
		SP:Iteration 7F (124726.490000 sec): 3 clusters
  Score: Raw -1482569.957300 + Penalty 3057.240391 = -1479512.716908
  nChanged 506
		SP:Iteration 8Q (124726.740000 sec): 3 clusters
  Score: Raw -1482915.855019 + Penalty 3057.240391 = -1479858.614628
  nChanged 412
		SP:Iteration 9Q (124726.990000 sec): 3 clusters
  Score: Raw -1483199.508882 + Penalty 3057.240391 = -1480142.268491
  nChanged 331
		SP:Iteration 10Q (124727.240000 sec): 3 clusters
  Score: Raw -1483417.979323 + Penalty 3057.240391 = -1480360.738932
  nChanged 243
		SP:Iteration 11Q (124727.530000 sec): 3 clusters
  Score: Raw -1483569.264117 + Penalty 3057.240391 = -1480512.023726
  nChanged 160
		SP:Iteration 12Q (124727.750000 sec): 3 clusters
  Score: Raw -1483664.675758 + Penalty 3057.240391 = -1480607.435367
  nChanged 131
		SP:Iteration 13Q (124728.050000 sec): 3 clusters
  Score: Raw -1483741.703193 + Penalty 3057.240391 = -1480684.462802
  nChanged 114
		SP:Iteration 14Q (124728.270000 sec): 3 clusters
  Score: Raw -1483812.715160 + Penalty 3057.240391 = -1480755.474769
  nChanged 98
		SP:Iteration 15Q (124728.570000 sec): 3 clusters
  Score: Raw -1483864.489355 + Penalty 3057.240391 = -1480807.248964
  nChanged 73
		SP:Iteration 16Q (124728.790000 sec): 3 clusters
  Score: Raw -1483904.618536 + Penalty 3057.240391 = -1480847.378145
  nChanged 59
		SP:Iteration 17Q (124728.990000 sec): 3 clusters
  Score: Raw -1483934.384891 + Penalty 3057.240391 = -1480877.144500
  nChanged 44
		SP:Iteration 18Q (124729.200000 sec): 3 clusters
  Score: Raw -1483955.320121 + Penalty 3057.240391 = -1480898.079729
  nChanged 31
		SP:Iteration 19Q (124729.410000 sec): 3 clusters
  Score: Raw -1483968.325695 + Penalty 3057.240391 = -1480911.085304
  nChanged 26
		SP:Iteration 20F (124729.610000 sec): 3 clusters
  Score: Raw -1483977.711908 + Penalty 3057.240391 = -1480920.471517
  nChanged 22
		SP:Iteration 21Q (124729.820000 sec): 3 clusters
  Score: Raw -1483984.658426 + Penalty 3057.240391 = -1480927.418035
  nChanged 20
		SP:Iteration 22Q (124730.030000 sec): 3 clusters
  Score: Raw -1483991.821705 + Penalty 3057.240391 = -1480934.581314
  nChanged 19
		SP:Iteration 23Q (124730.230000 sec): 3 clusters
  Score: Raw -1483997.152712 + Penalty 3057.240391 = -1480939.912321
  nChanged 12
		SP:Iteration 24Q (124730.440000 sec): 3 clusters
  Score: Raw -1484000.391796 + Penalty 3057.240391 = -1480943.151405
  nChanged 8
		SP:Iteration 25Q (124730.650000 sec): 3 clusters
  Score: Raw -1484003.024621 + Penalty 3057.240391 = -1480945.784230
  nChanged 8
		SP:Iteration 26Q (124730.900000 sec): 3 clusters
  Score: Raw -1484006.196830 + Penalty 3057.240391 = -1480948.956439
  nChanged 6
		SP:Iteration 27Q (124731.150000 sec): 3 clusters
  Score: Raw -1484008.381711 + Penalty 3057.240391 = -1480951.141320
  nChanged 12
		SP:Iteration 28Q (124731.410000 sec): 3 clusters
  Score: Raw -1484011.625167 + Penalty 3057.240391 = -1480954.384776
  nChanged 7
		SP:Iteration 29Q (124731.610000 sec): 3 clusters
  Score: Raw -1484013.940972 + Penalty 3057.240391 = -1480956.700581
  nChanged 8
		SP:Iteration 30Q (124731.820000 sec): 3 clusters
  Score: Raw -1484016.183331 + Penalty 3057.240391 = -1480958.942940
  nChanged 5
		SP:Iteration 31Q (124732.030000 sec): 3 clusters
  Score: Raw -1484017.192275 + Penalty 3057.240391 = -1480959.951884
  nChanged 1
		SP:Iteration 32Q (124732.230000 sec): 3 clusters
  Score: Raw -1484017.345804 + Penalty 3057.240391 = -1480960.105413
  nChanged 1
		SP:Iteration 33Q (124732.440000 sec): 3 clusters
  Score: Raw -1484017.594434 + Penalty 3057.240391 = -1480960.354043
  nChanged 1
		SP:Iteration 34Q (124732.650000 sec): 3 clusters
  Score: Raw -1484018.233106 + Penalty 3057.240391 = -1480960.992714
  nChanged 4
		SP:Iteration 35Q (124732.850000 sec): 3 clusters
  Score: Raw -1484019.476671 + Penalty 3057.240391 = -1480962.236280
  nChanged 3
		SP:Iteration 36Q (124733.060000 sec): 3 clusters
  Score: Raw -1484020.630710 + Penalty 3057.240391 = -1480963.390319
  nChanged 1
		SP:Iteration 37Q (124733.270000 sec): 3 clusters
  Score: Raw -1484020.969599 + Penalty 3057.240391 = -1480963.729208
  nChanged 0
		SP:Iteration 38F (124733.520000 sec): 3 clusters
  Score: Raw -1484020.969599 + Penalty 3057.240391 = -1480963.729208
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 22 (231 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (124733.580000 sec): 2 clusters
  Score: Raw -12184.773507 + Penalty 884.392878 = -11300.380629
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (124733.750000 sec): 3 clusters
  Score: Raw -12329.254014 + Penalty 1768.785756 = -10560.468258
  nChanged 47
		SP:Iteration 1F (124733.930000 sec): 3 clusters
  Score: Raw -12550.068958 + Penalty 1768.785756 = -10781.283202
  nChanged 16
		SP:Iteration 2F (124734.110000 sec): 3 clusters
  Score: Raw -12665.442643 + Penalty 1768.785756 = -10896.656888
  nChanged 6
		SP:Iteration 3Q (124734.280000 sec): 3 clusters
  Score: Raw -12724.056207 + Penalty 1768.785756 = -10955.270451
  nChanged 2
		SP:Iteration 4Q (124734.460000 sec): 3 clusters
  Score: Raw -12737.332337 + Penalty 1768.785756 = -10968.546581
  nChanged 2
		SP:Iteration 5Q (124734.630000 sec): 3 clusters
  Score: Raw -12754.249876 + Penalty 1768.785756 = -10985.464121
  nChanged 1
		SP:Iteration 6Q (124734.810000 sec): 3 clusters
  Score: Raw -12759.134719 + Penalty 1768.785756 = -10990.348963
  nChanged 0
		SP:Iteration 7F (124734.990000 sec): 3 clusters
  Score: Raw -12759.134719 + Penalty 1768.785756 = -10990.348963
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 23 (502 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (124735.070000 sec): 2 clusters
  Score: Raw -54728.763224 + Penalty 1010.522519 = -53718.240704
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (124735.250000 sec): 3 clusters
  Score: Raw -54673.581897 + Penalty 2021.045039 = -52652.536858
  nChanged 130
		SP:Iteration 1F (124735.430000 sec): 3 clusters
  Score: Raw -54860.626133 + Penalty 2021.045039 = -52839.581094
  nChanged 33
		SP:Iteration 2F (124735.600000 sec): 3 clusters
  Score: Raw -54920.505521 + Penalty 2021.045039 = -52899.460483
  nChanged 12
		SP:Iteration 3Q (124735.780000 sec): 3 clusters
  Score: Raw -54946.746722 + Penalty 2021.045039 = -52925.701683
  nChanged 7
		SP:Iteration 4Q (124735.950000 sec): 3 clusters
  Score: Raw -54963.801365 + Penalty 2021.045039 = -52942.756326
  nChanged 9
		SP:Iteration 5Q (124736.130000 sec): 3 clusters
  Score: Raw -54986.491034 + Penalty 2021.045039 = -52965.445996
  nChanged 12
		SP:Iteration 6Q (124736.310000 sec): 3 clusters
  Score: Raw -55000.945568 + Penalty 2021.045039 = -52979.900529
  nChanged 7
		SP:Iteration 7Q (124736.480000 sec): 3 clusters
  Score: Raw -55012.503809 + Penalty 2021.045039 = -52991.458770
  nChanged 11
		SP:Iteration 8Q (124736.660000 sec): 3 clusters
  Score: Raw -55043.336274 + Penalty 2021.045039 = -53022.291235
  nChanged 14
		SP:Iteration 9Q (124736.830000 sec): 3 clusters
  Score: Raw -55095.932552 + Penalty 2021.045039 = -53074.887513
  nChanged 11
		SP:Iteration 10Q (124737.010000 sec): 3 clusters
  Score: Raw -55139.310097 + Penalty 2021.045039 = -53118.265058
  nChanged 8
		SP:Iteration 11Q (124737.190000 sec): 3 clusters
  Score: Raw -55156.724896 + Penalty 2021.045039 = -53135.679857
  nChanged 4
		SP:Iteration 12Q (124737.360000 sec): 3 clusters
  Score: Raw -55162.568603 + Penalty 2021.045039 = -53141.523564
  nChanged 2
		SP:Iteration 13Q (124737.530000 sec): 3 clusters
  Score: Raw -55169.670455 + Penalty 2021.045039 = -53148.625416
  nChanged 1
		SP:Iteration 14Q (124737.710000 sec): 3 clusters
  Score: Raw -55171.345760 + Penalty 2021.045039 = -53150.300721
  nChanged 2
		SP:Iteration 15Q (124737.890000 sec): 3 clusters
  Score: Raw -55185.975378 + Penalty 2021.045039 = -53164.930339
  nChanged 5
		SP:Iteration 16Q (124738.060000 sec): 3 clusters
  Score: Raw -55194.195914 + Penalty 2021.045039 = -53173.150875
  nChanged 1
		SP:Iteration 17Q (124738.240000 sec): 3 clusters
  Score: Raw -55197.068215 + Penalty 2021.045039 = -53176.023177
  nChanged 1
		SP:Iteration 18Q (124738.410000 sec): 3 clusters
  Score: Raw -55203.477069 + Penalty 2021.045039 = -53182.432030
  nChanged 1
		SP:Iteration 19Q (124738.590000 sec): 3 clusters
  Score: Raw -55205.824246 + Penalty 2021.045039 = -53184.779207
  nChanged 0
		SP:Iteration 20F (124738.770000 sec): 3 clusters
  Score: Raw -55208.409970 + Penalty 2021.045039 = -53187.364932
  nChanged 1
		SP:Iteration 21Q (124738.940000 sec): 3 clusters
  Score: Raw -55212.804208 + Penalty 2021.045039 = -53191.759169
  nChanged 3
		SP:Iteration 22Q (124739.120000 sec): 3 clusters
  Score: Raw -55223.947178 + Penalty 2021.045039 = -53202.902139
  nChanged 1
		SP:Iteration 23Q (124739.290000 sec): 3 clusters
  Score: Raw -55230.810756 + Penalty 2021.045039 = -53209.765717
  nChanged 2
		SP:Iteration 24Q (124739.470000 sec): 3 clusters
  Score: Raw -55233.077906 + Penalty 2021.045039 = -53212.032867
  nChanged 1
		SP:Iteration 25Q (124739.650000 sec): 3 clusters
  Score: Raw -55233.680012 + Penalty 2021.045039 = -53212.634973
  nChanged 0
		SP:Iteration 26F (124739.790000 sec): 3 clusters
  Score: Raw -55233.680012 + Penalty 2021.045039 = -53212.634973
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 24 (550 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (124739.890000 sec): 2 clusters
  Score: Raw -64071.566500 + Penalty 1025.361720 = -63046.204780
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (124739.940000 sec): 3 clusters
  Score: Raw -64030.816273 + Penalty 2050.723440 = -61980.092833
  nChanged 154
		SP:Iteration 1F (124739.950000 sec): 3 clusters
  Score: Raw -64262.302208 + Penalty 2050.723440 = -62211.578768
  nChanged 30
		SP:Iteration 2F (124739.970000 sec): 3 clusters
  Score: Raw -64321.203972 + Penalty 2050.723440 = -62270.480532
  nChanged 18
		SP:Iteration 3Q (124739.980000 sec): 3 clusters
  Score: Raw -64349.921676 + Penalty 2050.723440 = -62299.198236
  nChanged 10
		SP:Iteration 4Q (124739.990000 sec): 3 clusters
  Score: Raw -64369.232108 + Penalty 2050.723440 = -62318.508668
  nChanged 7
		SP:Iteration 5Q (124740.010000 sec): 3 clusters
  Score: Raw -64379.745837 + Penalty 2050.723440 = -62329.022396
  nChanged 6
		SP:Iteration 6Q (124740.020000 sec): 3 clusters
  Score: Raw -64395.840127 + Penalty 2050.723440 = -62345.116686
  nChanged 8
		SP:Iteration 7Q (124740.040000 sec): 3 clusters
  Score: Raw -64413.975125 + Penalty 2050.723440 = -62363.251684
  nChanged 9
		SP:Iteration 8Q (124740.050000 sec): 3 clusters
  Score: Raw -64425.072082 + Penalty 2050.723440 = -62374.348641
  nChanged 2
		SP:Iteration 9Q (124740.070000 sec): 3 clusters
  Score: Raw -64430.690623 + Penalty 2050.723440 = -62379.967183
  nChanged 1
		SP:Iteration 10Q (124740.080000 sec): 3 clusters
  Score: Raw -64431.628521 + Penalty 2050.723440 = -62380.905081
  nChanged 0
		SP:Iteration 11F (124740.100000 sec): 3 clusters
  Score: Raw -64431.628521 + Penalty 2050.723440 = -62380.905081
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 25 (4279 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (124740.180000 sec): 2 clusters
  Score: Raw -527284.958549 + Penalty 1358.739625 = -525926.218923
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (124740.340000 sec): 3 clusters
  Score: Raw -525180.049088 + Penalty 2717.479250 = -522462.569838
  nChanged 1639
		SP:Iteration 1F (124740.500000 sec): 3 clusters
  Score: Raw -526069.489856 + Penalty 2717.479250 = -523352.010605
  nChanged 310
		SP:Iteration 2F (124740.660000 sec): 3 clusters
  Score: Raw -526245.924991 + Penalty 2717.479250 = -523528.445741
  nChanged 194
		SP:Iteration 3Q (124740.820000 sec): 3 clusters
  Score: Raw -526346.118555 + Penalty 2717.479250 = -523628.639305
  nChanged 174
		SP:Iteration 4Q (124740.980000 sec): 3 clusters
  Score: Raw -526436.090357 + Penalty 2717.479250 = -523718.611107
  nChanged 160
		SP:Iteration 5Q (124741.140000 sec): 3 clusters
  Score: Raw -526526.256052 + Penalty 2717.479250 = -523808.776801
  nChanged 164
		SP:Iteration 6Q (124741.300000 sec): 3 clusters
  Score: Raw -526632.099467 + Penalty 2717.479250 = -523914.620216
  nChanged 176
		SP:Iteration 7Q (124741.460000 sec): 3 clusters
  Score: Raw -526736.700183 + Penalty 2717.479250 = -524019.220933
  nChanged 174
		SP:Iteration 8Q (124741.620000 sec): 3 clusters
  Score: Raw -526836.476163 + Penalty 2717.479250 = -524118.996913
  nChanged 153
		SP:Iteration 9Q (124741.780000 sec): 3 clusters
  Score: Raw -526934.905711 + Penalty 2717.479250 = -524217.426460
  nChanged 148
		SP:Iteration 10Q (124741.940000 sec): 3 clusters
  Score: Raw -527043.578261 + Penalty 2717.479250 = -524326.099011
  nChanged 136
		SP:Iteration 11Q (124742.100000 sec): 3 clusters
  Score: Raw -527159.714140 + Penalty 2717.479250 = -524442.234890
  nChanged 115
		SP:Iteration 12Q (124742.260000 sec): 3 clusters
  Score: Raw -527254.693816 + Penalty 2717.479250 = -524537.214566
  nChanged 79
		SP:Iteration 13Q (124742.420000 sec): 3 clusters
  Score: Raw -527307.502176 + Penalty 2717.479250 = -524590.022926
  nChanged 53
		SP:Iteration 14Q (124742.580000 sec): 3 clusters
  Score: Raw -527347.406405 + Penalty 2717.479250 = -524629.927154
  nChanged 44
		SP:Iteration 15Q (124742.740000 sec): 3 clusters
  Score: Raw -527379.117595 + Penalty 2717.479250 = -524661.638344
  nChanged 36
		SP:Iteration 16Q (124742.900000 sec): 3 clusters
  Score: Raw -527409.374915 + Penalty 2717.479250 = -524691.895665
  nChanged 25
		SP:Iteration 17Q (124743.060000 sec): 3 clusters
  Score: Raw -527430.441384 + Penalty 2717.479250 = -524712.962134
  nChanged 20
		SP:Iteration 18Q (124743.220000 sec): 3 clusters
  Score: Raw -527446.473215 + Penalty 2717.479250 = -524728.993964
  nChanged 12
		SP:Iteration 19Q (124743.380000 sec): 3 clusters
  Score: Raw -527456.096790 + Penalty 2717.479250 = -524738.617539
  nChanged 13
		SP:Iteration 20F (124743.540000 sec): 3 clusters
  Score: Raw -527468.444704 + Penalty 2717.479250 = -524750.965453
  nChanged 12
		SP:Iteration 21Q (124743.700000 sec): 3 clusters
  Score: Raw -527482.940758 + Penalty 2717.479250 = -524765.461508
  nChanged 12
		SP:Iteration 22Q (124743.860000 sec): 3 clusters
  Score: Raw -527496.700127 + Penalty 2717.479250 = -524779.220877
  nChanged 11
		SP:Iteration 23Q (124744.020000 sec): 3 clusters
  Score: Raw -527514.667289 + Penalty 2717.479250 = -524797.188039
  nChanged 10
		SP:Iteration 24Q (124744.180000 sec): 3 clusters
  Score: Raw -527525.525026 + Penalty 2717.479250 = -524808.045776
  nChanged 4
		SP:Iteration 25Q (124744.340000 sec): 3 clusters
  Score: Raw -527528.840324 + Penalty 2717.479250 = -524811.361073
  nChanged 2
		SP:Iteration 26Q (124744.500000 sec): 3 clusters
  Score: Raw -527530.260941 + Penalty 2717.479250 = -524812.781690
  nChanged 2
		SP:Iteration 27Q (124744.660000 sec): 3 clusters
  Score: Raw -527533.397036 + Penalty 2717.479250 = -524815.917785
  nChanged 5
		SP:Iteration 28Q (124744.820000 sec): 3 clusters
  Score: Raw -527538.750680 + Penalty 2717.479250 = -524821.271430
  nChanged 3
		SP:Iteration 29Q (124744.980000 sec): 3 clusters
  Score: Raw -527541.222011 + Penalty 2717.479250 = -524823.742761
  nChanged 1
		SP:Iteration 30Q (124745.140000 sec): 3 clusters
  Score: Raw -527541.398244 + Penalty 2717.479250 = -524823.918993
  nChanged 0
		SP:Iteration 31F (124745.300000 sec): 3 clusters
  Score: Raw -527541.398244 + Penalty 2717.479250 = -524823.918993
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 26 (4300 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (124745.390000 sec): 2 clusters
  Score: Raw -485908.032153 + Penalty 1359.535174 = -484548.496979
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (124745.550000 sec): 3 clusters
  Score: Raw -483710.222224 + Penalty 2719.070348 = -480991.151876
  nChanged 1705
		SP:Iteration 1F (124745.710000 sec): 3 clusters
  Score: Raw -484750.825191 + Penalty 2719.070348 = -482031.754843
  nChanged 394
		SP:Iteration 2F (124745.870000 sec): 3 clusters
  Score: Raw -485044.382336 + Penalty 2719.070348 = -482325.311988
  nChanged 320
		SP:Iteration 3F (124746.030000 sec): 3 clusters
  Score: Raw -485336.524113 + Penalty 2719.070348 = -482617.453765
  nChanged 288
		SP:Iteration 4F (124746.190000 sec): 3 clusters
  Score: Raw -485650.324857 + Penalty 2719.070348 = -482931.254509
  nChanged 236
		SP:Iteration 5F (124746.350000 sec): 3 clusters
  Score: Raw -485846.555818 + Penalty 2719.070348 = -483127.485470
  nChanged 184
		SP:Iteration 6Q (124746.510000 sec): 3 clusters
  Score: Raw -485990.109047 + Penalty 2719.070348 = -483271.038699
  nChanged 143
		SP:Iteration 7Q (124746.670000 sec): 3 clusters
  Score: Raw -486108.318517 + Penalty 2719.070348 = -483389.248169
  nChanged 99
		SP:Iteration 8Q (124746.830000 sec): 3 clusters
  Score: Raw -486161.114449 + Penalty 2719.070348 = -483442.044101
  nChanged 76
		SP:Iteration 9Q (124746.990000 sec): 3 clusters
  Score: Raw -486218.077883 + Penalty 2719.070348 = -483499.007535
  nChanged 74
		SP:Iteration 10Q (124747.150000 sec): 3 clusters
  Score: Raw -486271.084557 + Penalty 2719.070348 = -483552.014209
  nChanged 76
		SP:Iteration 11Q (124747.310000 sec): 3 clusters
  Score: Raw -486315.938329 + Penalty 2719.070348 = -483596.867980
  nChanged 71
		SP:Iteration 12Q (124747.470000 sec): 3 clusters
  Score: Raw -486365.320886 + Penalty 2719.070348 = -483646.250538
  nChanged 67
		SP:Iteration 13Q (124747.630000 sec): 3 clusters
  Score: Raw -486400.278737 + Penalty 2719.070348 = -483681.208389
  nChanged 61
		SP:Iteration 14Q (124747.790000 sec): 3 clusters
  Score: Raw -486428.316778 + Penalty 2719.070348 = -483709.246430
  nChanged 50
		SP:Iteration 15Q (124747.950000 sec): 3 clusters
  Score: Raw -486453.137876 + Penalty 2719.070348 = -483734.067528
  nChanged 45
		SP:Iteration 16Q (124748.110000 sec): 3 clusters
  Score: Raw -486474.276861 + Penalty 2719.070348 = -483755.206513
  nChanged 36
		SP:Iteration 17Q (124748.270000 sec): 3 clusters
  Score: Raw -486487.556460 + Penalty 2719.070348 = -483768.486112
  nChanged 35
		SP:Iteration 18Q (124748.490000 sec): 3 clusters
  Score: Raw -486502.424707 + Penalty 2719.070348 = -483783.354359
  nChanged 40
		SP:Iteration 19Q (124748.630000 sec): 3 clusters
  Score: Raw -486517.029856 + Penalty 2719.070348 = -483797.959508
  nChanged 37
		SP:Iteration 20F (124748.840000 sec): 3 clusters
  Score: Raw -486527.892322 + Penalty 2719.070348 = -483808.821974
  nChanged 30
		SP:Iteration 21Q (124749.000000 sec): 3 clusters
  Score: Raw -486544.023676 + Penalty 2719.070348 = -483824.953328
  nChanged 31
		SP:Iteration 22Q (124749.150000 sec): 3 clusters
  Score: Raw -486561.186389 + Penalty 2719.070348 = -483842.116041
  nChanged 40
		SP:Iteration 23Q (124749.330000 sec): 3 clusters
  Score: Raw -486590.520078 + Penalty 2719.070348 = -483871.449730
  nChanged 53
		SP:Iteration 24Q (124749.500000 sec): 3 clusters
  Score: Raw -486633.658441 + Penalty 2719.070348 = -483914.588093
  nChanged 63
		SP:Iteration 25Q (124749.680000 sec): 3 clusters
  Score: Raw -486680.201845 + Penalty 2719.070348 = -483961.131497
  nChanged 66
		SP:Iteration 26Q (124749.860000 sec): 3 clusters
  Score: Raw -486713.270155 + Penalty 2719.070348 = -483994.199807
  nChanged 64
		SP:Iteration 27Q (124750.030000 sec): 3 clusters
  Score: Raw -486738.108627 + Penalty 2719.070348 = -484019.038279
  nChanged 46
		SP:Iteration 28Q (124750.210000 sec): 3 clusters
  Score: Raw -486756.471506 + Penalty 2719.070348 = -484037.401158
  nChanged 48
		SP:Iteration 29Q (124750.400000 sec): 3 clusters
  Score: Raw -486776.872997 + Penalty 2719.070348 = -484057.802649
  nChanged 48
		SP:Iteration 30Q (124750.560000 sec): 3 clusters
  Score: Raw -486799.318968 + Penalty 2719.070348 = -484080.248620
  nChanged 45
		SP:Iteration 31Q (124750.730000 sec): 3 clusters
  Score: Raw -486818.870245 + Penalty 2719.070348 = -484099.799897
  nChanged 45
		SP:Iteration 32Q (124750.910000 sec): 3 clusters
  Score: Raw -486840.528027 + Penalty 2719.070348 = -484121.457678
  nChanged 45
		SP:Iteration 33Q (124751.080000 sec): 3 clusters
  Score: Raw -486861.614997 + Penalty 2719.070348 = -484142.544649
  nChanged 48
		SP:Iteration 34Q (124751.260000 sec): 3 clusters
  Score: Raw -486885.781666 + Penalty 2719.070348 = -484166.711318
  nChanged 44
		SP:Iteration 35Q (124751.440000 sec): 3 clusters
  Score: Raw -486903.657646 + Penalty 2719.070348 = -484184.587298
  nChanged 32
		SP:Iteration 36Q (124751.610000 sec): 3 clusters
  Score: Raw -486915.251055 + Penalty 2719.070348 = -484196.180707
  nChanged 26
		SP:Iteration 37Q (124751.790000 sec): 3 clusters
  Score: Raw -486922.093779 + Penalty 2719.070348 = -484203.023431
  nChanged 23
		SP:Iteration 38Q (124751.960000 sec): 3 clusters
  Score: Raw -486926.969191 + Penalty 2719.070348 = -484207.898843
  nChanged 11
		SP:Iteration 39Q (124752.140000 sec): 3 clusters
  Score: Raw -486929.927551 + Penalty 2719.070348 = -484210.857202
  nChanged 10
		SP:Iteration 40F (124752.320000 sec): 3 clusters
  Score: Raw -486932.743711 + Penalty 2719.070348 = -484213.673362
  nChanged 12
		SP:Iteration 41Q (124752.490000 sec): 3 clusters
  Score: Raw -486936.666846 + Penalty 2719.070348 = -484217.596498
  nChanged 18
		SP:Iteration 42Q (124752.670000 sec): 3 clusters
  Score: Raw -486942.560351 + Penalty 2719.070348 = -484223.490003
  nChanged 17
		SP:Iteration 43Q (124752.840000 sec): 3 clusters
  Score: Raw -486949.284833 + Penalty 2719.070348 = -484230.214485
  nChanged 19
		SP:Iteration 44Q (124753.020000 sec): 3 clusters
  Score: Raw -486956.542605 + Penalty 2719.070348 = -484237.472257
  nChanged 16
		SP:Iteration 45Q (124753.200000 sec): 3 clusters
  Score: Raw -486960.336267 + Penalty 2719.070348 = -484241.265918
  nChanged 12
		SP:Iteration 46Q (124753.370000 sec): 3 clusters
  Score: Raw -486965.358668 + Penalty 2719.070348 = -484246.288320
  nChanged 16
		SP:Iteration 47Q (124753.550000 sec): 3 clusters
  Score: Raw -486971.388327 + Penalty 2719.070348 = -484252.317979
  nChanged 16
		SP:Iteration 48Q (124753.720000 sec): 3 clusters
  Score: Raw -486978.175788 + Penalty 2719.070348 = -484259.105440
  nChanged 15
		SP:Iteration 49Q (124753.900000 sec): 3 clusters
  Score: Raw -486982.957624 + Penalty 2719.070348 = -484263.887276
  nChanged 11
		SP:Iteration 50Q (124754.080000 sec): 3 clusters
  Score: Raw -486986.479133 + Penalty 2719.070348 = -484267.408784
  nChanged 10
		SP:Iteration 51Q (124754.250000 sec): 3 clusters
  Score: Raw -486990.216548 + Penalty 2719.070348 = -484271.146200
  nChanged 15
		SP:Iteration 52Q (124754.430000 sec): 3 clusters
  Score: Raw -486995.685543 + Penalty 2719.070348 = -484276.615195
  nChanged 9
		SP:Iteration 53Q (124754.600000 sec): 3 clusters
  Score: Raw -486998.000034 + Penalty 2719.070348 = -484278.929686
  nChanged 4
		SP:Iteration 54Q (124754.780000 sec): 3 clusters
  Score: Raw -486998.713195 + Penalty 2719.070348 = -484279.642847
  nChanged 3
		SP:Iteration 55Q (124754.960000 sec): 3 clusters
  Score: Raw -487000.870005 + Penalty 2719.070348 = -484281.799657
  nChanged 5
		SP:Iteration 56Q (124755.130000 sec): 3 clusters
  Score: Raw -487003.340080 + Penalty 2719.070348 = -484284.269731
  nChanged 13
		SP:Iteration 57Q (124755.300000 sec): 3 clusters
  Score: Raw -487007.930992 + Penalty 2719.070348 = -484288.860644
  nChanged 8
		SP:Iteration 58Q (124755.480000 sec): 3 clusters
  Score: Raw -487009.417694 + Penalty 2719.070348 = -484290.347346
  nChanged 4
		SP:Iteration 59Q (124755.660000 sec): 3 clusters
  Score: Raw -487010.237317 + Penalty 2719.070348 = -484291.166969
  nChanged 1
		SP:Iteration 60F (124755.830000 sec): 3 clusters
  Score: Raw -487010.342500 + Penalty 2719.070348 = -484291.272152
  nChanged 3
		SP:Iteration 61Q (124756.010000 sec): 3 clusters
  Score: Raw -487010.755123 + Penalty 2719.070348 = -484291.684775
  nChanged 1
		SP:Iteration 62Q (124756.180000 sec): 3 clusters
  Score: Raw -487011.028026 + Penalty 2719.070348 = -484291.957678
  nChanged 3
		SP:Iteration 63Q (124756.360000 sec): 3 clusters
  Score: Raw -487011.916595 + Penalty 2719.070348 = -484292.846247
  nChanged 3
		SP:Iteration 64Q (124756.540000 sec): 3 clusters
  Score: Raw -487012.953905 + Penalty 2719.070348 = -484293.883557
  nChanged 3
		SP:Iteration 65Q (124756.710000 sec): 3 clusters
  Score: Raw -487013.799109 + Penalty 2719.070348 = -484294.728761
  nChanged 2
		SP:Iteration 66Q (124756.890000 sec): 3 clusters
  Score: Raw -487014.579384 + Penalty 2719.070348 = -484295.509036
  nChanged 3
		SP:Iteration 67Q (124757.060000 sec): 3 clusters
  Score: Raw -487015.058387 + Penalty 2719.070348 = -484295.988039
  nChanged 0
		SP:Iteration 68F (124757.240000 sec): 3 clusters
  Score: Raw -487015.058387 + Penalty 2719.070348 = -484295.988039
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 27 (1241 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (124757.320000 sec): 2 clusters
  Score: Raw -146876.452452 + Penalty 1157.596828 = -145718.855624
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (124757.500000 sec): 3 clusters
  Score: Raw -146423.020561 + Penalty 2315.193655 = -144107.826906
  nChanged 419
		SP:Iteration 1F (124757.680000 sec): 3 clusters
  Score: Raw -146745.178957 + Penalty 2315.193655 = -144429.985302
  nChanged 92
		SP:Iteration 2F (124757.850000 sec): 3 clusters
  Score: Raw -146835.086012 + Penalty 2315.193655 = -144519.892356
  nChanged 60
		SP:Iteration 3Q (124758.030000 sec): 3 clusters
  Score: Raw -146891.781484 + Penalty 2315.193655 = -144576.587829
  nChanged 42
		SP:Iteration 4Q (124758.200000 sec): 3 clusters
  Score: Raw -146924.448507 + Penalty 2315.193655 = -144609.254852
  nChanged 31
		SP:Iteration 5Q (124758.380000 sec): 3 clusters
  Score: Raw -146945.549603 + Penalty 2315.193655 = -144630.355948
  nChanged 18
		SP:Iteration 6Q (124758.560000 sec): 3 clusters
  Score: Raw -146957.698384 + Penalty 2315.193655 = -144642.504729
  nChanged 18
		SP:Iteration 7Q (124758.730000 sec): 3 clusters
  Score: Raw -146975.762954 + Penalty 2315.193655 = -144660.569299
  nChanged 14
		SP:Iteration 8Q (124758.910000 sec): 3 clusters
  Score: Raw -146984.286950 + Penalty 2315.193655 = -144669.093295
  nChanged 15
		SP:Iteration 9Q (124759.080000 sec): 3 clusters
  Score: Raw -146994.405894 + Penalty 2315.193655 = -144679.212239
  nChanged 4
		SP:Iteration 10Q (124759.260000 sec): 3 clusters
  Score: Raw -146996.336885 + Penalty 2315.193655 = -144681.143230
  nChanged 3
		SP:Iteration 11Q (124759.440000 sec): 3 clusters
  Score: Raw -146997.952924 + Penalty 2315.193655 = -144682.759268
  nChanged 4
		SP:Iteration 12Q (124759.610000 sec): 3 clusters
  Score: Raw -147000.655109 + Penalty 2315.193655 = -144685.461454
  nChanged 7
		SP:Iteration 13Q (124759.790000 sec): 3 clusters
  Score: Raw -147006.776191 + Penalty 2315.193655 = -144691.582536
  nChanged 6
		SP:Iteration 14Q (124759.960000 sec): 3 clusters
  Score: Raw -147012.229649 + Penalty 2315.193655 = -144697.035994
  nChanged 8
		SP:Iteration 15Q (124760.140000 sec): 3 clusters
  Score: Raw -147016.519516 + Penalty 2315.193655 = -144701.325861
  nChanged 5
		SP:Iteration 16Q (124760.320000 sec): 3 clusters
  Score: Raw -147020.311018 + Penalty 2315.193655 = -144705.117362
  nChanged 6
		SP:Iteration 17Q (124760.490000 sec): 3 clusters
  Score: Raw -147024.221575 + Penalty 2315.193655 = -144709.027920
  nChanged 6
		SP:Iteration 18Q (124760.670000 sec): 3 clusters
  Score: Raw -147027.098647 + Penalty 2315.193655 = -144711.904992
  nChanged 5
		SP:Iteration 19Q (124760.840000 sec): 3 clusters
  Score: Raw -147030.931268 + Penalty 2315.193655 = -144715.737613
  nChanged 5
		SP:Iteration 20F (124761.020000 sec): 3 clusters
  Score: Raw -147033.788503 + Penalty 2315.193655 = -144718.594848
  nChanged 6
		SP:Iteration 21Q (124761.200000 sec): 3 clusters
  Score: Raw -147037.949528 + Penalty 2315.193655 = -144722.755873
  nChanged 6
		SP:Iteration 22Q (124761.370000 sec): 3 clusters
  Score: Raw -147042.562835 + Penalty 2315.193655 = -144727.369180
  nChanged 4
		SP:Iteration 23Q (124761.550000 sec): 3 clusters
  Score: Raw -147045.215353 + Penalty 2315.193655 = -144730.021698
  nChanged 4
		SP:Iteration 24Q (124761.680000 sec): 3 clusters
  Score: Raw -147047.047283 + Penalty 2315.193655 = -144731.853628
  nChanged 3
		SP:Iteration 25Q (124761.850000 sec): 3 clusters
  Score: Raw -147048.912019 + Penalty 2315.193655 = -144733.718364
  nChanged 2
		SP:Iteration 26Q (124762.030000 sec): 3 clusters
  Score: Raw -147049.930116 + Penalty 2315.193655 = -144734.736461
  nChanged 3
		SP:Iteration 27Q (124762.200000 sec): 3 clusters
  Score: Raw -147051.848993 + Penalty 2315.193655 = -144736.655338
  nChanged 3
		SP:Iteration 28Q (124762.380000 sec): 3 clusters
  Score: Raw -147054.196635 + Penalty 2315.193655 = -144739.002980
  nChanged 6
		SP:Iteration 29Q (124762.560000 sec): 3 clusters
  Score: Raw -147058.182524 + Penalty 2315.193655 = -144742.988869
  nChanged 6
		SP:Iteration 30Q (124762.730000 sec): 3 clusters
  Score: Raw -147062.367074 + Penalty 2315.193655 = -144747.173419
  nChanged 9
		SP:Iteration 31Q (124762.910000 sec): 3 clusters
  Score: Raw -147067.452588 + Penalty 2315.193655 = -144752.258933
  nChanged 9
		SP:Iteration 32Q (124763.080000 sec): 3 clusters
  Score: Raw -147075.233508 + Penalty 2315.193655 = -144760.039853
  nChanged 7
		SP:Iteration 33Q (124763.260000 sec): 3 clusters
  Score: Raw -147081.994798 + Penalty 2315.193655 = -144766.801143
  nChanged 7
		SP:Iteration 34Q (124763.440000 sec): 3 clusters
  Score: Raw -147090.720154 + Penalty 2315.193655 = -144775.526498
  nChanged 8
		SP:Iteration 35Q (124763.610000 sec): 3 clusters
  Score: Raw -147096.538883 + Penalty 2315.193655 = -144781.345227
  nChanged 7
		SP:Iteration 36Q (124763.790000 sec): 3 clusters
  Score: Raw -147103.899740 + Penalty 2315.193655 = -144788.706085
  nChanged 10
		SP:Iteration 37Q (124763.960000 sec): 3 clusters
  Score: Raw -147124.694560 + Penalty 2315.193655 = -144809.500904
  nChanged 14
		SP:Iteration 38Q (124764.140000 sec): 3 clusters
  Score: Raw -147144.238628 + Penalty 2315.193655 = -144829.044973
  nChanged 14
		SP:Iteration 39Q (124764.320000 sec): 3 clusters
  Score: Raw -147159.085214 + Penalty 2315.193655 = -144843.891559
  nChanged 16
		SP:Iteration 40F (124764.490000 sec): 3 clusters
  Score: Raw -147176.796072 + Penalty 2315.193655 = -144861.602417
  nChanged 19
		SP:Iteration 41Q (124764.670000 sec): 3 clusters
  Score: Raw -147192.749244 + Penalty 2315.193655 = -144877.555589
  nChanged 17
		SP:Iteration 42Q (124764.840000 sec): 3 clusters
  Score: Raw -147204.755714 + Penalty 2315.193655 = -144889.562059
  nChanged 8
		SP:Iteration 43Q (124765.020000 sec): 3 clusters
  Score: Raw -147214.572396 + Penalty 2315.193655 = -144899.378741
  nChanged 11
		SP:Iteration 44Q (124765.200000 sec): 3 clusters
  Score: Raw -147226.805301 + Penalty 2315.193655 = -144911.611646
  nChanged 17
		SP:Iteration 45Q (124765.370000 sec): 3 clusters
  Score: Raw -147246.071207 + Penalty 2315.193655 = -144930.877551
  nChanged 13
		SP:Iteration 46Q (124765.550000 sec): 3 clusters
  Score: Raw -147258.813891 + Penalty 2315.193655 = -144943.620236
  nChanged 12
		SP:Iteration 47Q (124765.720000 sec): 3 clusters
  Score: Raw -147268.201290 + Penalty 2315.193655 = -144953.007635
  nChanged 5
		SP:Iteration 48Q (124765.900000 sec): 3 clusters
  Score: Raw -147270.901579 + Penalty 2315.193655 = -144955.707924
  nChanged 4
		SP:Iteration 49Q (124766.080000 sec): 3 clusters
  Score: Raw -147274.016815 + Penalty 2315.193655 = -144958.823160
  nChanged 3
		SP:Iteration 50Q (124766.250000 sec): 3 clusters
  Score: Raw -147275.721313 + Penalty 2315.193655 = -144960.527658
  nChanged 3
		SP:Iteration 51Q (124766.430000 sec): 3 clusters
  Score: Raw -147276.973445 + Penalty 2315.193655 = -144961.779790
  nChanged 1
		SP:Iteration 52Q (124766.600000 sec): 3 clusters
  Score: Raw -147277.652250 + Penalty 2315.193655 = -144962.458594
  nChanged 1
		SP:Iteration 53Q (124766.780000 sec): 3 clusters
  Score: Raw -147278.345751 + Penalty 2315.193655 = -144963.152096
  nChanged 4
		SP:Iteration 54Q (124766.960000 sec): 3 clusters
  Score: Raw -147280.970132 + Penalty 2315.193655 = -144965.776477
  nChanged 7
		SP:Iteration 55Q (124767.130000 sec): 3 clusters
  Score: Raw -147289.950762 + Penalty 2315.193655 = -144974.757106
  nChanged 4
		SP:Iteration 56Q (124767.310000 sec): 3 clusters
  Score: Raw -147293.715461 + Penalty 2315.193655 = -144978.521806
  nChanged 4
		SP:Iteration 57Q (124767.480000 sec): 3 clusters
  Score: Raw -147296.793302 + Penalty 2315.193655 = -144981.599647
  nChanged 4
		SP:Iteration 58Q (124767.660000 sec): 3 clusters
  Score: Raw -147300.096360 + Penalty 2315.193655 = -144984.902705
  nChanged 4
		SP:Iteration 59Q (124767.830000 sec): 3 clusters
  Score: Raw -147305.405735 + Penalty 2315.193655 = -144990.212080
  nChanged 9
		SP:Iteration 60F (124768.010000 sec): 3 clusters
  Score: Raw -147314.757685 + Penalty 2315.193655 = -144999.564030
  nChanged 8
		SP:Iteration 61Q (124768.180000 sec): 3 clusters
  Score: Raw -147319.907239 + Penalty 2315.193655 = -145004.713584
  nChanged 5
		SP:Iteration 62Q (124768.360000 sec): 3 clusters
  Score: Raw -147323.974749 + Penalty 2315.193655 = -145008.781094
  nChanged 9
		SP:Iteration 63Q (124768.490000 sec): 3 clusters
  Score: Raw -147339.434228 + Penalty 2315.193655 = -145024.240573
  nChanged 10
		SP:Iteration 64Q (124768.670000 sec): 3 clusters
  Score: Raw -147348.445269 + Penalty 2315.193655 = -145033.251614
  nChanged 8
		SP:Iteration 65Q (124768.840000 sec): 3 clusters
  Score: Raw -147357.894296 + Penalty 2315.193655 = -145042.700640
  nChanged 5
		SP:Iteration 66Q (124769.020000 sec): 3 clusters
  Score: Raw -147363.074643 + Penalty 2315.193655 = -145047.880988
  nChanged 3
		SP:Iteration 67Q (124769.200000 sec): 3 clusters
  Score: Raw -147368.188605 + Penalty 2315.193655 = -145052.994950
  nChanged 3
		SP:Iteration 68Q (124769.370000 sec): 3 clusters
  Score: Raw -147374.048138 + Penalty 2315.193655 = -145058.854483
  nChanged 1
		SP:Iteration 69Q (124769.550000 sec): 3 clusters
  Score: Raw -147377.284923 + Penalty 2315.193655 = -145062.091268
  nChanged 3
		SP:Iteration 70Q (124769.720000 sec): 3 clusters
  Score: Raw -147381.120120 + Penalty 2315.193655 = -145065.926465
  nChanged 2
		SP:Iteration 71Q (124769.900000 sec): 3 clusters
  Score: Raw -147381.703887 + Penalty 2315.193655 = -145066.510232
  nChanged 0
		SP:Iteration 72F (124770.090000 sec): 3 clusters
  Score: Raw -147381.703887 + Penalty 2315.193655 = -145066.510232
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 28 (533 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (124770.160000 sec): 2 clusters
  Score: Raw -65486.769550 + Penalty 1020.259731 = -64466.509819
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (124770.340000 sec): 3 clusters
  Score: Raw -65404.648170 + Penalty 2040.519463 = -63364.128707
  nChanged 126
		SP:Iteration 1F (124770.520000 sec): 3 clusters
  Score: Raw -65591.153159 + Penalty 2040.519463 = -63550.633696
  nChanged 37
		SP:Iteration 2F (124770.650000 sec): 3 clusters
  Score: Raw -65674.916905 + Penalty 2040.519463 = -63634.397442
  nChanged 20
		SP:Iteration 3Q (124770.820000 sec): 3 clusters
  Score: Raw -65743.311276 + Penalty 2040.519463 = -63702.791813
  nChanged 14
		SP:Iteration 4Q (124771.000000 sec): 3 clusters
  Score: Raw -65784.060256 + Penalty 2040.519463 = -63743.540793
  nChanged 7
		SP:Iteration 5Q (124771.180000 sec): 3 clusters
  Score: Raw -65795.646906 + Penalty 2040.519463 = -63755.127443
  nChanged 7
		SP:Iteration 6Q (124771.350000 sec): 3 clusters
  Score: Raw -65806.558949 + Penalty 2040.519463 = -63766.039487
  nChanged 4
		SP:Iteration 7Q (124771.530000 sec): 3 clusters
  Score: Raw -65811.848917 + Penalty 2040.519463 = -63771.329454
  nChanged 2
		SP:Iteration 8Q (124771.700000 sec): 3 clusters
  Score: Raw -65816.942575 + Penalty 2040.519463 = -63776.423112
  nChanged 2
		SP:Iteration 9Q (124771.880000 sec): 3 clusters
  Score: Raw -65819.749089 + Penalty 2040.519463 = -63779.229626
  nChanged 0
		SP:Iteration 10F (124772.060000 sec): 3 clusters
  Score: Raw -65819.749089 + Penalty 2040.519463 = -63779.229626
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 29 (245 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (124772.140000 sec): 2 clusters
  Score: Raw -26531.062873 + Penalty 893.954459 = -25637.108414
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (124772.320000 sec): 3 clusters
  Score: Raw -26609.318086 + Penalty 1787.908918 = -24821.409167
  nChanged 49
		SP:Iteration 1F (124772.490000 sec): 3 clusters
  Score: Raw -26758.804588 + Penalty 1787.908918 = -24970.895670
  nChanged 18
		SP:Iteration 2F (124772.670000 sec): 3 clusters
  Score: Raw -26829.994046 + Penalty 1787.908918 = -25042.085128
  nChanged 7
		SP:Iteration 3Q (124772.840000 sec): 3 clusters
  Score: Raw -26883.297075 + Penalty 1787.908918 = -25095.388156
  nChanged 4
		SP:Iteration 4Q (124773.020000 sec): 3 clusters
  Score: Raw -26905.209329 + Penalty 1787.908918 = -25117.300410
  nChanged 2
		SP:Iteration 5Q (124773.200000 sec): 3 clusters
  Score: Raw -26912.842820 + Penalty 1787.908918 = -25124.933901
  nChanged 0
		SP:Iteration 6F (124773.370000 sec): 3 clusters
  Score: Raw -26912.842820 + Penalty 1787.908918 = -25124.933901
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 30 (3357 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (124773.480000 sec): 2 clusters
  Score: Raw -394067.318638 + Penalty 1319.305487 = -392748.013151
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (124773.660000 sec): 3 clusters
  Score: Raw -392416.599215 + Penalty 2638.610974 = -389777.988241
  nChanged 1286
		SP:Iteration 1F (124773.830000 sec): 3 clusters
  Score: Raw -393140.422198 + Penalty 2638.610974 = -390501.811224
  nChanged 242
		SP:Iteration 2F (124774.010000 sec): 3 clusters
  Score: Raw -393301.593393 + Penalty 2638.610974 = -390662.982419
  nChanged 194
		SP:Iteration 3F (124774.180000 sec): 3 clusters
  Score: Raw -393432.009453 + Penalty 2638.610974 = -390793.398479
  nChanged 166
		SP:Iteration 4Q (124774.360000 sec): 3 clusters
  Score: Raw -393570.965296 + Penalty 2638.610974 = -390932.354322
  nChanged 164
		SP:Iteration 5Q (124774.540000 sec): 3 clusters
  Score: Raw -393708.835949 + Penalty 2638.610974 = -391070.224975
  nChanged 160
		SP:Iteration 6Q (124774.710000 sec): 3 clusters
  Score: Raw -393863.311202 + Penalty 2638.610974 = -391224.700228
  nChanged 139
		SP:Iteration 7Q (124774.890000 sec): 3 clusters
  Score: Raw -393983.635835 + Penalty 2638.610974 = -391345.024861
  nChanged 134
		SP:Iteration 8Q (124775.060000 sec): 3 clusters
  Score: Raw -394090.782935 + Penalty 2638.610974 = -391452.171961
  nChanged 119
		SP:Iteration 9Q (124775.240000 sec): 3 clusters
  Score: Raw -394199.924321 + Penalty 2638.610974 = -391561.313347
  nChanged 105
		SP:Iteration 10Q (124775.420000 sec): 3 clusters
  Score: Raw -394291.749395 + Penalty 2638.610974 = -391653.138421
  nChanged 97
		SP:Iteration 11Q (124775.590000 sec): 3 clusters
  Score: Raw -394372.795826 + Penalty 2638.610974 = -391734.184852
  nChanged 86
		SP:Iteration 12Q (124775.770000 sec): 3 clusters
  Score: Raw -394441.291712 + Penalty 2638.610974 = -391802.680738
  nChanged 72
		SP:Iteration 13Q (124775.940000 sec): 3 clusters
  Score: Raw -394491.138200 + Penalty 2638.610974 = -391852.527226
  nChanged 57
		SP:Iteration 14Q (124776.120000 sec): 3 clusters
  Score: Raw -394516.265777 + Penalty 2638.610974 = -391877.654803
  nChanged 39
		SP:Iteration 15Q (124776.290000 sec): 3 clusters
  Score: Raw -394538.497746 + Penalty 2638.610974 = -391899.886772
  nChanged 33
		SP:Iteration 16Q (124776.470000 sec): 3 clusters
  Score: Raw -394558.786423 + Penalty 2638.610974 = -391920.175449
  nChanged 32
		SP:Iteration 17Q (124776.640000 sec): 3 clusters
  Score: Raw -394575.413671 + Penalty 2638.610974 = -391936.802697
  nChanged 27
		SP:Iteration 18Q (124776.820000 sec): 3 clusters
  Score: Raw -394588.472531 + Penalty 2638.610974 = -391949.861557
  nChanged 37
		SP:Iteration 19Q (124777.000000 sec): 3 clusters
  Score: Raw -394604.006041 + Penalty 2638.610974 = -391965.395067
  nChanged 28
		SP:Iteration 20F (124777.170000 sec): 3 clusters
  Score: Raw -394621.478519 + Penalty 2638.610974 = -391982.867545
  nChanged 35
		SP:Iteration 21Q (124777.350000 sec): 3 clusters
  Score: Raw -394639.976427 + Penalty 2638.610974 = -392001.365453
  nChanged 27
		SP:Iteration 22Q (124777.520000 sec): 3 clusters
  Score: Raw -394655.762587 + Penalty 2638.610974 = -392017.151613
  nChanged 30
		SP:Iteration 23Q (124777.700000 sec): 3 clusters
  Score: Raw -394668.560784 + Penalty 2638.610974 = -392029.949810
  nChanged 22
		SP:Iteration 24Q (124777.820000 sec): 3 clusters
  Score: Raw -394676.188130 + Penalty 2638.610974 = -392037.577156
  nChanged 18
		SP:Iteration 25Q (124777.880000 sec): 3 clusters
  Score: Raw -394682.538835 + Penalty 2638.610974 = -392043.927861
  nChanged 11
		SP:Iteration 26Q (124777.940000 sec): 3 clusters
  Score: Raw -394686.269280 + Penalty 2638.610974 = -392047.658306
  nChanged 9
		SP:Iteration 27Q (124778.000000 sec): 3 clusters
  Score: Raw -394689.468000 + Penalty 2638.610974 = -392050.857026
  nChanged 10
		SP:Iteration 28Q (124778.060000 sec): 3 clusters
  Score: Raw -394692.235805 + Penalty 2638.610974 = -392053.624831
  nChanged 10
		SP:Iteration 29Q (124778.120000 sec): 3 clusters
  Score: Raw -394694.971917 + Penalty 2638.610974 = -392056.360943
  nChanged 6
		SP:Iteration 30Q (124778.180000 sec): 3 clusters
  Score: Raw -394697.875203 + Penalty 2638.610974 = -392059.264229
  nChanged 6
		SP:Iteration 31Q (124778.240000 sec): 3 clusters
  Score: Raw -394699.884576 + Penalty 2638.610974 = -392061.273602
  nChanged 7
		SP:Iteration 32Q (124778.420000 sec): 3 clusters
  Score: Raw -394701.711423 + Penalty 2638.610974 = -392063.100449
  nChanged 8
		SP:Iteration 33Q (124778.590000 sec): 3 clusters
  Score: Raw -394704.295641 + Penalty 2638.610974 = -392065.684667
  nChanged 7
		SP:Iteration 34Q (124778.770000 sec): 3 clusters
  Score: Raw -394707.266209 + Penalty 2638.610974 = -392068.655235
  nChanged 10
		SP:Iteration 35Q (124778.940000 sec): 3 clusters
  Score: Raw -394710.554321 + Penalty 2638.610974 = -392071.943347
  nChanged 8
		SP:Iteration 36Q (124779.120000 sec): 3 clusters
  Score: Raw -394714.151576 + Penalty 2638.610974 = -392075.540602
  nChanged 10
		SP:Iteration 37Q (124779.300000 sec): 3 clusters
  Score: Raw -394718.125329 + Penalty 2638.610974 = -392079.514355
  nChanged 14
		SP:Iteration 38Q (124779.470000 sec): 3 clusters
  Score: Raw -394722.594346 + Penalty 2638.610974 = -392083.983372
  nChanged 11
		SP:Iteration 39Q (124779.650000 sec): 3 clusters
  Score: Raw -394727.850205 + Penalty 2638.610974 = -392089.239231
  nChanged 14
		SP:Iteration 40F (124779.820000 sec): 3 clusters
  Score: Raw -394734.058769 + Penalty 2638.610974 = -392095.447795
  nChanged 16
		SP:Iteration 41Q (124780.000000 sec): 3 clusters
  Score: Raw -394741.532539 + Penalty 2638.610974 = -392102.921565
  nChanged 13
		SP:Iteration 42Q (124780.180000 sec): 3 clusters
  Score: Raw -394747.100787 + Penalty 2638.610974 = -392108.489813
  nChanged 12
		SP:Iteration 43Q (124780.350000 sec): 3 clusters
  Score: Raw -394752.402418 + Penalty 2638.610974 = -392113.791444
  nChanged 11
		SP:Iteration 44Q (124780.530000 sec): 3 clusters
  Score: Raw -394755.539460 + Penalty 2638.610974 = -392116.928486
  nChanged 10
		SP:Iteration 45Q (124780.700000 sec): 3 clusters
  Score: Raw -394758.258905 + Penalty 2638.610974 = -392119.647931
  nChanged 13
		SP:Iteration 46Q (124780.880000 sec): 3 clusters
  Score: Raw -394766.366937 + Penalty 2638.610974 = -392127.755963
  nChanged 21
		SP:Iteration 47Q (124781.060000 sec): 3 clusters
  Score: Raw -394783.737940 + Penalty 2638.610974 = -392145.126966
  nChanged 26
		SP:Iteration 48Q (124781.230000 sec): 3 clusters
  Score: Raw -394817.350503 + Penalty 2638.610974 = -392178.739529
  nChanged 36
		SP:Iteration 49Q (124781.410000 sec): 3 clusters
  Score: Raw -394855.408680 + Penalty 2638.610974 = -392216.797706
  nChanged 29
		SP:Iteration 50Q (124781.580000 sec): 3 clusters
  Score: Raw -394876.811618 + Penalty 2638.610974 = -392238.200644
  nChanged 26
		SP:Iteration 51Q (124781.760000 sec): 3 clusters
  Score: Raw -394889.023024 + Penalty 2638.610974 = -392250.412050
  nChanged 24
		SP:Iteration 52Q (124781.930000 sec): 3 clusters
  Score: Raw -394901.208134 + Penalty 2638.610974 = -392262.597160
  nChanged 15
		SP:Iteration 53Q (124782.110000 sec): 3 clusters
  Score: Raw -394909.688632 + Penalty 2638.610974 = -392271.077658
  nChanged 14
		SP:Iteration 54Q (124782.290000 sec): 3 clusters
  Score: Raw -394915.828995 + Penalty 2638.610974 = -392277.218021
  nChanged 15
		SP:Iteration 55Q (124782.460000 sec): 3 clusters
  Score: Raw -394922.248753 + Penalty 2638.610974 = -392283.637779
  nChanged 13
		SP:Iteration 56Q (124782.640000 sec): 3 clusters
  Score: Raw -394927.145633 + Penalty 2638.610974 = -392288.534659
  nChanged 9
		SP:Iteration 57Q (124782.810000 sec): 3 clusters
  Score: Raw -394931.918828 + Penalty 2638.610974 = -392293.307854
  nChanged 9
		SP:Iteration 58Q (124782.990000 sec): 3 clusters
  Score: Raw -394934.767441 + Penalty 2638.610974 = -392296.156467
  nChanged 5
		SP:Iteration 59Q (124783.170000 sec): 3 clusters
  Score: Raw -394936.559598 + Penalty 2638.610974 = -392297.948624
  nChanged 5
		SP:Iteration 60F (124783.340000 sec): 3 clusters
  Score: Raw -394938.699172 + Penalty 2638.610974 = -392300.088198
  nChanged 5
		SP:Iteration 61Q (124783.520000 sec): 3 clusters
  Score: Raw -394940.412183 + Penalty 2638.610974 = -392301.801209
  nChanged 6
		SP:Iteration 62Q (124783.700000 sec): 3 clusters
  Score: Raw -394943.290591 + Penalty 2638.610974 = -392304.679617
  nChanged 4
		SP:Iteration 63Q (124783.860000 sec): 3 clusters
  Score: Raw -394945.467774 + Penalty 2638.610974 = -392306.856800
  nChanged 7
		SP:Iteration 64Q (124784.040000 sec): 3 clusters
  Score: Raw -394948.135049 + Penalty 2638.610974 = -392309.524075
  nChanged 3
		SP:Iteration 65Q (124784.210000 sec): 3 clusters
  Score: Raw -394948.661634 + Penalty 2638.610974 = -392310.050660
  nChanged 0
		SP:Iteration 66F (124784.390000 sec): 3 clusters
  Score: Raw -394948.661634 + Penalty 2638.610974 = -392310.050660
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 31 (4224 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (124784.490000 sec): 2 clusters
  Score: Raw -569567.437351 + Penalty 1356.637397 = -568210.799955
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (124784.670000 sec): 3 clusters
  Score: Raw -567412.104683 + Penalty 2713.274793 = -564698.829889
  nChanged 1661
		SP:Iteration 1F (124784.840000 sec): 3 clusters
  Score: Raw -568322.818387 + Penalty 2713.274793 = -565609.543594
  nChanged 304
		SP:Iteration 2F (124785.020000 sec): 3 clusters
  Score: Raw -568492.155500 + Penalty 2713.274793 = -565778.880707
  nChanged 224
		SP:Iteration 3F (124785.190000 sec): 3 clusters
  Score: Raw -568645.251832 + Penalty 2713.274793 = -565931.977039
  nChanged 221
		SP:Iteration 4F (124785.370000 sec): 3 clusters
  Score: Raw -568792.103509 + Penalty 2713.274793 = -566078.828716
  nChanged 185
		SP:Iteration 5Q (124785.550000 sec): 3 clusters
  Score: Raw -568879.340825 + Penalty 2713.274793 = -566166.066031
  nChanged 134
		SP:Iteration 6Q (124785.720000 sec): 3 clusters
  Score: Raw -568942.873522 + Penalty 2713.274793 = -566229.598728
  nChanged 131
		SP:Iteration 7Q (124785.900000 sec): 3 clusters
  Score: Raw -569013.382430 + Penalty 2713.274793 = -566300.107637
  nChanged 107
		SP:Iteration 8Q (124786.070000 sec): 3 clusters
  Score: Raw -569071.093376 + Penalty 2713.274793 = -566357.818583
  nChanged 106
		SP:Iteration 9Q (124786.250000 sec): 3 clusters
  Score: Raw -569142.244967 + Penalty 2713.274793 = -566428.970173
  nChanged 136
		SP:Iteration 10Q (124786.430000 sec): 3 clusters
  Score: Raw -569229.112482 + Penalty 2713.274793 = -566515.837689
  nChanged 131
		SP:Iteration 11Q (124786.600000 sec): 3 clusters
  Score: Raw -569319.043235 + Penalty 2713.274793 = -566605.768442
  nChanged 129
		SP:Iteration 12Q (124786.770000 sec): 3 clusters
  Score: Raw -569423.782230 + Penalty 2713.274793 = -566710.507437
  nChanged 145
		SP:Iteration 13Q (124786.950000 sec): 3 clusters
  Score: Raw -569552.122809 + Penalty 2713.274793 = -566838.848015
  nChanged 154
		SP:Iteration 14Q (124787.130000 sec): 3 clusters
  Score: Raw -569691.074837 + Penalty 2713.274793 = -566977.800044
  nChanged 153
		SP:Iteration 15Q (124787.300000 sec): 3 clusters
  Score: Raw -569816.463645 + Penalty 2713.274793 = -567103.188852
  nChanged 135
		SP:Iteration 16Q (124787.480000 sec): 3 clusters
  Score: Raw -569923.831848 + Penalty 2713.274793 = -567210.557054
  nChanged 117
		SP:Iteration 17Q (124787.650000 sec): 3 clusters
  Score: Raw -570012.242536 + Penalty 2713.274793 = -567298.967743
  nChanged 104
		SP:Iteration 18Q (124787.830000 sec): 3 clusters
  Score: Raw -570093.358497 + Penalty 2713.274793 = -567380.083704
  nChanged 91
		SP:Iteration 19Q (124788.010000 sec): 3 clusters
  Score: Raw -570163.462117 + Penalty 2713.274793 = -567450.187324
  nChanged 80
		SP:Iteration 20F (124788.180000 sec): 3 clusters
  Score: Raw -570222.254304 + Penalty 2713.274793 = -567508.979511
  nChanged 57
		SP:Iteration 21Q (124788.360000 sec): 3 clusters
  Score: Raw -570262.863267 + Penalty 2713.274793 = -567549.588473
  nChanged 60
		SP:Iteration 22Q (124788.530000 sec): 3 clusters
  Score: Raw -570304.926532 + Penalty 2713.274793 = -567591.651738
  nChanged 48
		SP:Iteration 23Q (124788.710000 sec): 3 clusters
  Score: Raw -570332.913661 + Penalty 2713.274793 = -567619.638868
  nChanged 34
		SP:Iteration 24Q (124788.890000 sec): 3 clusters
  Score: Raw -570355.506256 + Penalty 2713.274793 = -567642.231463
  nChanged 30
		SP:Iteration 25Q (124789.060000 sec): 3 clusters
  Score: Raw -570373.964675 + Penalty 2713.274793 = -567660.689882
  nChanged 22
		SP:Iteration 26Q (124789.240000 sec): 3 clusters
  Score: Raw -570391.485519 + Penalty 2713.274793 = -567678.210725
  nChanged 24
		SP:Iteration 27Q (124789.410000 sec): 3 clusters
  Score: Raw -570407.616303 + Penalty 2713.274793 = -567694.341510
  nChanged 19
		SP:Iteration 28Q (124789.590000 sec): 3 clusters
  Score: Raw -570420.863087 + Penalty 2713.274793 = -567707.588294
  nChanged 11
		SP:Iteration 29Q (124789.750000 sec): 3 clusters
  Score: Raw -570425.035654 + Penalty 2713.274793 = -567711.760860
  nChanged 3
		SP:Iteration 30Q (124789.920000 sec): 3 clusters
  Score: Raw -570426.371456 + Penalty 2713.274793 = -567713.096663
  nChanged 4
		SP:Iteration 31Q (124790.080000 sec): 3 clusters
  Score: Raw -570427.158756 + Penalty 2713.274793 = -567713.883963
  nChanged 1
		SP:Iteration 32Q (124790.250000 sec): 3 clusters
  Score: Raw -570427.409789 + Penalty 2713.274793 = -567714.134996
  nChanged 0
		SP:Iteration 33F (124790.410000 sec): 3 clusters
  Score: Raw -570427.409789 + Penalty 2713.274793 = -567714.134996
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 32 (207 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (124790.490000 sec): 2 clusters
  Score: Raw -23333.627279 + Penalty 866.566804 = -22467.060475
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (124790.650000 sec): 3 clusters
  Score: Raw -23440.201643 + Penalty 1733.133608 = -21707.068035
  nChanged 21
		SP:Iteration 1F (124790.810000 sec): 3 clusters
  Score: Raw -23529.981811 + Penalty 1733.133608 = -21796.848203
  nChanged 10
		SP:Iteration 2Q (124790.980000 sec): 3 clusters
  Score: Raw -23586.353868 + Penalty 1733.133608 = -21853.220260
  nChanged 4
		SP:Iteration 3Q (124791.150000 sec): 3 clusters
  Score: Raw -23594.934883 + Penalty 1733.133608 = -21861.801275
  nChanged 1
		SP:Iteration 4Q (124791.330000 sec): 3 clusters
  Score: Raw -23600.542503 + Penalty 1733.133608 = -21867.408895
  nChanged 1
		SP:Iteration 5Q (124791.500000 sec): 3 clusters
  Score: Raw -23603.393202 + Penalty 1733.133608 = -21870.259594
  nChanged 1
		SP:Iteration 6Q (124791.680000 sec): 3 clusters
  Score: Raw -23606.134783 + Penalty 1733.133608 = -21873.001176
  nChanged 0
		SP:Iteration 7F (124791.900000 sec): 3 clusters
  Score: Raw -23606.134783 + Penalty 1733.133608 = -21873.001176
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 33 (330 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (124791.970000 sec): 2 clusters
  Score: Raw -30235.364096 + Penalty 942.352556 = -29293.011540
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (124792.140000 sec): 3 clusters
  Score: Raw -30297.509198 + Penalty 1884.705113 = -28412.804085
  nChanged 66
		SP:Iteration 1F (124792.320000 sec): 3 clusters
  Score: Raw -30452.483342 + Penalty 1884.705113 = -28567.778229
  nChanged 24
		SP:Iteration 2F (124792.490000 sec): 3 clusters
  Score: Raw -30564.078322 + Penalty 1884.705113 = -28679.373209
  nChanged 19
		SP:Iteration 3F (124792.670000 sec): 3 clusters
  Score: Raw -30681.771895 + Penalty 1884.705113 = -28797.066783
  nChanged 19
		SP:Iteration 4F (124792.850000 sec): 3 clusters
  Score: Raw -30826.306220 + Penalty 1884.705113 = -28941.601107
  nChanged 10
		SP:Iteration 5Q (124793.020000 sec): 3 clusters
  Score: Raw -30875.344214 + Penalty 1884.705113 = -28990.639101
  nChanged 4
		SP:Iteration 6Q (124793.150000 sec): 3 clusters
  Score: Raw -30904.711206 + Penalty 1884.705113 = -29020.006093
  nChanged 4
		SP:Iteration 7Q (124793.330000 sec): 3 clusters
  Score: Raw -30910.649730 + Penalty 1884.705113 = -29025.944617
  nChanged 2
		SP:Iteration 8Q (124793.510000 sec): 3 clusters
  Score: Raw -30915.970918 + Penalty 1884.705113 = -29031.265806
  nChanged 4
		SP:Iteration 9Q (124793.680000 sec): 3 clusters
  Score: Raw -30931.980845 + Penalty 1884.705113 = -29047.275733
  nChanged 2
		SP:Iteration 10Q (124793.860000 sec): 3 clusters
  Score: Raw -30941.101610 + Penalty 1884.705113 = -29056.396497
  nChanged 2
		SP:Iteration 11Q (124794.030000 sec): 3 clusters
  Score: Raw -30967.307609 + Penalty 1884.705113 = -29082.602496
  nChanged 3
		SP:Iteration 12Q (124794.210000 sec): 3 clusters
  Score: Raw -31018.186585 + Penalty 1884.705113 = -29133.481472
  nChanged 6
		SP:Iteration 13Q (124794.390000 sec): 3 clusters
  Score: Raw -31028.227839 + Penalty 1884.705113 = -29143.522726
  nChanged 3
		SP:Iteration 14Q (124794.560000 sec): 3 clusters
  Score: Raw -31031.887296 + Penalty 1884.705113 = -29147.182183
  nChanged 1
		SP:Iteration 15Q (124794.740000 sec): 3 clusters
  Score: Raw -31032.717584 + Penalty 1884.705113 = -29148.012472
  nChanged 0
		SP:Iteration 16F (124794.910000 sec): 3 clusters
  Score: Raw -31032.717584 + Penalty 1884.705113 = -29148.012472
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 34 (15023 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (124795.090000 sec): 2 clusters
  Score: Raw -1813017.122196 + Penalty 1562.817366 = -1811454.304829
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (124795.330000 sec): 3 clusters
  Score: Raw -1804258.033247 + Penalty 3125.634733 = -1801132.398514
  nChanged 6635
		SP:Iteration 1F (124795.640000 sec): 3 clusters
  Score: Raw -1807823.151600 + Penalty 3125.634733 = -1804697.516867
  nChanged 765
		SP:Iteration 2F (124795.910000 sec): 3 clusters
  Score: Raw -1808088.083755 + Penalty 3125.634733 = -1804962.449022
  nChanged 682
		SP:Iteration 3Q (124796.150000 sec): 3 clusters
  Score: Raw -1808336.018335 + Penalty 3125.634733 = -1805210.383602
  nChanged 621
		SP:Iteration 4Q (124796.450000 sec): 3 clusters
  Score: Raw -1808557.095114 + Penalty 3125.634733 = -1805431.460381
  nChanged 546
		SP:Iteration 5Q (124796.730000 sec): 3 clusters
  Score: Raw -1808750.587853 + Penalty 3125.634733 = -1805624.953121
  nChanged 499
		SP:Iteration 6Q (124797.000000 sec): 3 clusters
  Score: Raw -1808934.477600 + Penalty 3125.634733 = -1805808.842867
  nChanged 519
		SP:Iteration 7Q (124797.270000 sec): 3 clusters
  Score: Raw -1809162.873614 + Penalty 3125.634733 = -1806037.238881
  nChanged 577
		SP:Iteration 8Q (124797.530000 sec): 3 clusters
  Score: Raw -1809452.591206 + Penalty 3125.634733 = -1806326.956473
  nChanged 615
		SP:Iteration 9Q (124797.820000 sec): 3 clusters
  Score: Raw -1809784.481257 + Penalty 3125.634733 = -1806658.846524
  nChanged 602
		SP:Iteration 10Q (124798.090000 sec): 3 clusters
  Score: Raw -1810104.545442 + Penalty 3125.634733 = -1806978.910709
  nChanged 607
		SP:Iteration 11Q (124798.400000 sec): 3 clusters
  Score: Raw -1810418.436497 + Penalty 3125.634733 = -1807292.801765
  nChanged 507
		SP:Iteration 12Q (124798.670000 sec): 3 clusters
  Score: Raw -1810639.536816 + Penalty 3125.634733 = -1807513.902083
  nChanged 407
		SP:Iteration 13Q (124798.940000 sec): 3 clusters
  Score: Raw -1810781.251225 + Penalty 3125.634733 = -1807655.616492
  nChanged 319
		SP:Iteration 14Q (124799.210000 sec): 3 clusters
  Score: Raw -1810881.233143 + Penalty 3125.634733 = -1807755.598410
  nChanged 251
		SP:Iteration 15Q (124799.480000 sec): 3 clusters
  Score: Raw -1810940.387971 + Penalty 3125.634733 = -1807814.753238
  nChanged 154
		SP:Iteration 16Q (124799.750000 sec): 3 clusters
  Score: Raw -1810973.579246 + Penalty 3125.634733 = -1807847.944513
  nChanged 134
		SP:Iteration 17Q (124800.010000 sec): 3 clusters
  Score: Raw -1811000.566008 + Penalty 3125.634733 = -1807874.931275
  nChanged 138
		SP:Iteration 18Q (124800.290000 sec): 3 clusters
  Score: Raw -1811033.717512 + Penalty 3125.634733 = -1807908.082779
  nChanged 141
		SP:Iteration 19Q (124800.530000 sec): 3 clusters
  Score: Raw -1811070.741511 + Penalty 3125.634733 = -1807945.106778
  nChanged 136
		SP:Iteration 20F (124800.830000 sec): 3 clusters
  Score: Raw -1811099.571556 + Penalty 3125.634733 = -1807973.936823
  nChanged 126
		SP:Iteration 21Q (124801.090000 sec): 3 clusters
  Score: Raw -1811127.130551 + Penalty 3125.634733 = -1808001.495819
  nChanged 140
		SP:Iteration 22Q (124801.370000 sec): 3 clusters
  Score: Raw -1811159.137555 + Penalty 3125.634733 = -1808033.502823
  nChanged 131
		SP:Iteration 23Q (124801.640000 sec): 3 clusters
  Score: Raw -1811185.128021 + Penalty 3125.634733 = -1808059.493289
  nChanged 111
		SP:Iteration 24Q (124801.910000 sec): 3 clusters
  Score: Raw -1811206.187313 + Penalty 3125.634733 = -1808080.552580
  nChanged 103
		SP:Iteration 25Q (124802.180000 sec): 3 clusters
  Score: Raw -1811227.003509 + Penalty 3125.634733 = -1808101.368776
  nChanged 109
		SP:Iteration 26Q (124802.450000 sec): 3 clusters
  Score: Raw -1811248.524847 + Penalty 3125.634733 = -1808122.890115
  nChanged 108
		SP:Iteration 27Q (124802.720000 sec): 3 clusters
  Score: Raw -1811272.305288 + Penalty 3125.634733 = -1808146.670555
  nChanged 124
		SP:Iteration 28Q (124802.990000 sec): 3 clusters
  Score: Raw -1811299.920043 + Penalty 3125.634733 = -1808174.285311
  nChanged 116
		SP:Iteration 29Q (124803.250000 sec): 3 clusters
  Score: Raw -1811328.603341 + Penalty 3125.634733 = -1808202.968608
  nChanged 135
		SP:Iteration 30Q (124803.530000 sec): 3 clusters
  Score: Raw -1811364.225630 + Penalty 3125.634733 = -1808238.590897
  nChanged 162
		SP:Iteration 31Q (124803.840000 sec): 3 clusters
  Score: Raw -1811408.534953 + Penalty 3125.634733 = -1808282.900220
  nChanged 160
		SP:Iteration 32Q (124804.090000 sec): 3 clusters
  Score: Raw -1811456.449755 + Penalty 3125.634733 = -1808330.815022
  nChanged 163
		SP:Iteration 33Q (124804.350000 sec): 3 clusters
  Score: Raw -1811509.626070 + Penalty 3125.634733 = -1808383.991337
  nChanged 176
		SP:Iteration 34Q (124804.660000 sec): 3 clusters
  Score: Raw -1811564.494840 + Penalty 3125.634733 = -1808438.860107
  nChanged 171
		SP:Iteration 35Q (124804.970000 sec): 3 clusters
  Score: Raw -1811617.127373 + Penalty 3125.634733 = -1808491.492641
  nChanged 166
		SP:Iteration 36Q (124805.170000 sec): 3 clusters
  Score: Raw -1811666.436308 + Penalty 3125.634733 = -1808540.801575
  nChanged 169
		SP:Iteration 37Q (124805.440000 sec): 3 clusters
  Score: Raw -1811717.618928 + Penalty 3125.634733 = -1808591.984195
  nChanged 160
		SP:Iteration 38Q (124805.710000 sec): 3 clusters
  Score: Raw -1811764.935287 + Penalty 3125.634733 = -1808639.300555
  nChanged 168
		SP:Iteration 39Q (124806.010000 sec): 3 clusters
  Score: Raw -1811814.283897 + Penalty 3125.634733 = -1808688.649164
  nChanged 165
		SP:Iteration 40F (124806.240000 sec): 3 clusters
  Score: Raw -1811866.599201 + Penalty 3125.634733 = -1808740.964468
  nChanged 176
		SP:Iteration 41Q (124806.470000 sec): 3 clusters
  Score: Raw -1811933.230106 + Penalty 3125.634733 = -1808807.595374
  nChanged 195
		SP:Iteration 42Q (124806.720000 sec): 3 clusters
  Score: Raw -1812007.577212 + Penalty 3125.634733 = -1808881.942480
  nChanged 191
		SP:Iteration 43Q (124806.980000 sec): 3 clusters
  Score: Raw -1812086.607867 + Penalty 3125.634733 = -1808960.973134
  nChanged 188
		SP:Iteration 44Q (124807.250000 sec): 3 clusters
  Score: Raw -1812159.748516 + Penalty 3125.634733 = -1809034.113784
  nChanged 176
		SP:Iteration 45Q (124807.520000 sec): 3 clusters
  Score: Raw -1812227.250264 + Penalty 3125.634733 = -1809101.615531
  nChanged 177
		SP:Iteration 46Q (124807.740000 sec): 3 clusters
  Score: Raw -1812299.291762 + Penalty 3125.634733 = -1809173.657030
  nChanged 182
		SP:Iteration 47Q (124807.940000 sec): 3 clusters
  Score: Raw -1812381.446667 + Penalty 3125.634733 = -1809255.811934
  nChanged 166
		SP:Iteration 48Q (124808.210000 sec): 3 clusters
  Score: Raw -1812460.523395 + Penalty 3125.634733 = -1809334.888663
  nChanged 168
		SP:Iteration 49Q (124808.480000 sec): 3 clusters
  Score: Raw -1812534.458482 + Penalty 3125.634733 = -1809408.823749
  nChanged 134
		SP:Iteration 50Q (124808.750000 sec): 3 clusters
  Score: Raw -1812590.949889 + Penalty 3125.634733 = -1809465.315156
  nChanged 127
		SP:Iteration 51Q (124809.020000 sec): 3 clusters
  Score: Raw -1812648.922852 + Penalty 3125.634733 = -1809523.288119
  nChanged 118
		SP:Iteration 52Q (124809.290000 sec): 3 clusters
  Score: Raw -1812706.518805 + Penalty 3125.634733 = -1809580.884072
  nChanged 134
		SP:Iteration 53Q (124809.550000 sec): 3 clusters
  Score: Raw -1812776.762831 + Penalty 3125.634733 = -1809651.128098
  nChanged 127
		SP:Iteration 54Q (124809.830000 sec): 3 clusters
  Score: Raw -1812843.724333 + Penalty 3125.634733 = -1809718.089600
  nChanged 104
		SP:Iteration 55Q (124810.090000 sec): 3 clusters
  Score: Raw -1812894.442373 + Penalty 3125.634733 = -1809768.807640
  nChanged 107
		SP:Iteration 56Q (124810.360000 sec): 3 clusters
  Score: Raw -1812944.168534 + Penalty 3125.634733 = -1809818.533801
  nChanged 92
		SP:Iteration 57Q (124810.630000 sec): 3 clusters
  Score: Raw -1812989.394789 + Penalty 3125.634733 = -1809863.760057
  nChanged 73
		SP:Iteration 58Q (124810.900000 sec): 3 clusters
  Score: Raw -1813018.100058 + Penalty 3125.634733 = -1809892.465325
  nChanged 57
		SP:Iteration 59Q (124811.150000 sec): 3 clusters
  Score: Raw -1813045.172248 + Penalty 3125.634733 = -1809919.537516
  nChanged 67
		SP:Iteration 60F (124811.440000 sec): 3 clusters
  Score: Raw -1813076.539937 + Penalty 3125.634733 = -1809950.905204
  nChanged 48
		SP:Iteration 61Q (124811.680000 sec): 3 clusters
  Score: Raw -1813097.186697 + Penalty 3125.634733 = -1809971.551965
  nChanged 42
		SP:Iteration 62Q (124811.930000 sec): 3 clusters
  Score: Raw -1813117.004818 + Penalty 3125.634733 = -1809991.370085
  nChanged 38
		SP:Iteration 63Q (124812.210000 sec): 3 clusters
  Score: Raw -1813129.782252 + Penalty 3125.634733 = -1810004.147519
  nChanged 19
		SP:Iteration 64Q (124812.470000 sec): 3 clusters
  Score: Raw -1813135.686842 + Penalty 3125.634733 = -1810010.052110
  nChanged 17
		SP:Iteration 65Q (124812.710000 sec): 3 clusters
  Score: Raw -1813141.335410 + Penalty 3125.634733 = -1810015.700678
  nChanged 19
		SP:Iteration 66Q (124812.930000 sec): 3 clusters
  Score: Raw -1813146.696089 + Penalty 3125.634733 = -1810021.061356
  nChanged 12
		SP:Iteration 67Q (124813.160000 sec): 3 clusters
  Score: Raw -1813149.343690 + Penalty 3125.634733 = -1810023.708958
  nChanged 5
		SP:Iteration 68Q (124813.400000 sec): 3 clusters
  Score: Raw -1813151.016668 + Penalty 3125.634733 = -1810025.381935
  nChanged 11
		SP:Iteration 69Q (124813.620000 sec): 3 clusters
  Score: Raw -1813155.171313 + Penalty 3125.634733 = -1810029.536580
  nChanged 14
		SP:Iteration 70Q (124813.850000 sec): 3 clusters
  Score: Raw -1813159.817083 + Penalty 3125.634733 = -1810034.182350
  nChanged 12
		SP:Iteration 71Q (124814.080000 sec): 3 clusters
  Score: Raw -1813163.915043 + Penalty 3125.634733 = -1810038.280311
  nChanged 6
		SP:Iteration 72Q (124814.350000 sec): 3 clusters
  Score: Raw -1813165.349013 + Penalty 3125.634733 = -1810039.714281
  nChanged 6
		SP:Iteration 73Q (124814.620000 sec): 3 clusters
  Score: Raw -1813167.658103 + Penalty 3125.634733 = -1810042.023370
  nChanged 12
		SP:Iteration 74Q (124814.890000 sec): 3 clusters
  Score: Raw -1813171.946070 + Penalty 3125.634733 = -1810046.311337
  nChanged 9
		SP:Iteration 75Q (124815.160000 sec): 3 clusters
  Score: Raw -1813175.210440 + Penalty 3125.634733 = -1810049.575708
  nChanged 8
		SP:Iteration 76Q (124815.460000 sec): 3 clusters
  Score: Raw -1813178.408364 + Penalty 3125.634733 = -1810052.773632
  nChanged 10
		SP:Iteration 77Q (124815.640000 sec): 3 clusters
  Score: Raw -1813183.303918 + Penalty 3125.634733 = -1810057.669186
  nChanged 9
		SP:Iteration 78Q (124815.890000 sec): 3 clusters
  Score: Raw -1813187.762260 + Penalty 3125.634733 = -1810062.127528
  nChanged 11
		SP:Iteration 79Q (124816.140000 sec): 3 clusters
  Score: Raw -1813192.432750 + Penalty 3125.634733 = -1810066.798018
  nChanged 9
		SP:Iteration 80F (124816.400000 sec): 3 clusters
  Score: Raw -1813196.336645 + Penalty 3125.634733 = -1810070.701912
  nChanged 12
		SP:Iteration 81Q (124816.650000 sec): 3 clusters
  Score: Raw -1813200.345183 + Penalty 3125.634733 = -1810074.710450
  nChanged 11
		SP:Iteration 82Q (124816.900000 sec): 3 clusters
  Score: Raw -1813204.645533 + Penalty 3125.634733 = -1810079.010801
  nChanged 8
		SP:Iteration 83Q (124817.100000 sec): 3 clusters
  Score: Raw -1813207.721051 + Penalty 3125.634733 = -1810082.086318
  nChanged 9
		SP:Iteration 84Q (124817.390000 sec): 3 clusters
  Score: Raw -1813210.738591 + Penalty 3125.634733 = -1810085.103858
  nChanged 4
		SP:Iteration 85Q (124817.660000 sec): 3 clusters
  Score: Raw -1813212.554197 + Penalty 3125.634733 = -1810086.919464
  nChanged 5
		SP:Iteration 86Q (124817.890000 sec): 3 clusters
  Score: Raw -1813214.690308 + Penalty 3125.634733 = -1810089.055575
  nChanged 5
		SP:Iteration 87Q (124818.120000 sec): 3 clusters
  Score: Raw -1813216.431215 + Penalty 3125.634733 = -1810090.796482
  nChanged 4
		SP:Iteration 88Q (124818.410000 sec): 3 clusters
  Score: Raw -1813218.052578 + Penalty 3125.634733 = -1810092.417845
  nChanged 3
		SP:Iteration 89Q (124818.710000 sec): 3 clusters
  Score: Raw -1813219.029405 + Penalty 3125.634733 = -1810093.394672
  nChanged 3
		SP:Iteration 90Q (124818.900000 sec): 3 clusters
  Score: Raw -1813219.663258 + Penalty 3125.634733 = -1810094.028525
  nChanged 2
		SP:Iteration 91Q (124819.160000 sec): 3 clusters
  Score: Raw -1813220.059789 + Penalty 3125.634733 = -1810094.425056
  nChanged 0
		SP:Iteration 92F (124819.430000 sec): 3 clusters
  Score: Raw -1813220.059789 + Penalty 3125.634733 = -1810094.425056
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 35 (2058 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (124819.540000 sec): 2 clusters
  Score: Raw -253686.450075 + Penalty 1239.792111 = -252446.657964
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (124819.720000 sec): 3 clusters
  Score: Raw -252797.872110 + Penalty 2479.584223 = -250318.287887
  nChanged 749
		SP:Iteration 1F (124819.760000 sec): 3 clusters
  Score: Raw -253278.309155 + Penalty 2479.584223 = -250798.724932
  nChanged 143
		SP:Iteration 2F (124819.800000 sec): 3 clusters
  Score: Raw -253361.152466 + Penalty 2479.584223 = -250881.568243
  nChanged 68
		SP:Iteration 3Q (124819.840000 sec): 3 clusters
  Score: Raw -253399.244177 + Penalty 2479.584223 = -250919.659955
  nChanged 49
		SP:Iteration 4Q (124819.880000 sec): 3 clusters
  Score: Raw -253421.759094 + Penalty 2479.584223 = -250942.174872
  nChanged 32
		SP:Iteration 5Q (124819.920000 sec): 3 clusters
  Score: Raw -253436.594147 + Penalty 2479.584223 = -250957.009925
  nChanged 29
		SP:Iteration 6Q (124819.970000 sec): 3 clusters
  Score: Raw -253451.044472 + Penalty 2479.584223 = -250971.460249
  nChanged 22
		SP:Iteration 7Q (124820.010000 sec): 3 clusters
  Score: Raw -253459.779241 + Penalty 2479.584223 = -250980.195018
  nChanged 18
		SP:Iteration 8Q (124820.050000 sec): 3 clusters
  Score: Raw -253469.603906 + Penalty 2479.584223 = -250990.019683
  nChanged 19
		SP:Iteration 9Q (124820.090000 sec): 3 clusters
  Score: Raw -253480.496611 + Penalty 2479.584223 = -251000.912388
  nChanged 16
		SP:Iteration 10Q (124820.130000 sec): 3 clusters
  Score: Raw -253488.176024 + Penalty 2479.584223 = -251008.591802
  nChanged 20
		SP:Iteration 11Q (124820.170000 sec): 3 clusters
  Score: Raw -253495.555290 + Penalty 2479.584223 = -251015.971067
  nChanged 14
		SP:Iteration 12Q (124820.210000 sec): 3 clusters
  Score: Raw -253505.181277 + Penalty 2479.584223 = -251025.597055
  nChanged 14
		SP:Iteration 13Q (124820.250000 sec): 3 clusters
  Score: Raw -253512.612473 + Penalty 2479.584223 = -251033.028250
  nChanged 6
		SP:Iteration 14Q (124820.290000 sec): 3 clusters
  Score: Raw -253515.014560 + Penalty 2479.584223 = -251035.430338
  nChanged 6
		SP:Iteration 15Q (124820.330000 sec): 3 clusters
  Score: Raw -253517.582585 + Penalty 2479.584223 = -251037.998362
  nChanged 5
		SP:Iteration 16Q (124820.370000 sec): 3 clusters
  Score: Raw -253520.666189 + Penalty 2479.584223 = -251041.081966
  nChanged 4
		SP:Iteration 17Q (124820.420000 sec): 3 clusters
  Score: Raw -253523.588963 + Penalty 2479.584223 = -251044.004740
  nChanged 8
		SP:Iteration 18Q (124820.460000 sec): 3 clusters
  Score: Raw -253527.211481 + Penalty 2479.584223 = -251047.627258
  nChanged 7
		SP:Iteration 19Q (124820.500000 sec): 3 clusters
  Score: Raw -253530.786489 + Penalty 2479.584223 = -251051.202267
  nChanged 5
		SP:Iteration 20F (124820.540000 sec): 3 clusters
  Score: Raw -253532.186529 + Penalty 2479.584223 = -251052.602306
  nChanged 1
		SP:Iteration 21Q (124820.580000 sec): 3 clusters
  Score: Raw -253532.302940 + Penalty 2479.584223 = -251052.718717
  nChanged 0
		SP:Iteration 22F (124820.620000 sec): 3 clusters
  Score: Raw -253532.302940 + Penalty 2479.584223 = -251052.718717
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 36 (312 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (124820.650000 sec): 2 clusters
  Score: Raw -22285.740196 + Penalty 933.238018 = -21352.502178
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (124820.660000 sec): 3 clusters
  Score: Raw -22362.017064 + Penalty 1866.476036 = -20495.541028
  nChanged 79
		SP:Iteration 1F (124820.670000 sec): 3 clusters
  Score: Raw -22590.104096 + Penalty 1866.476036 = -20723.628060
  nChanged 22
		SP:Iteration 2F (124820.680000 sec): 3 clusters
  Score: Raw -22715.863527 + Penalty 1866.476036 = -20849.387491
  nChanged 14
		SP:Iteration 3Q (124820.690000 sec): 3 clusters
  Score: Raw -22780.210441 + Penalty 1866.476036 = -20913.734405
  nChanged 7
		SP:Iteration 4Q (124820.690000 sec): 3 clusters
  Score: Raw -22790.508134 + Penalty 1866.476036 = -20924.032098
  nChanged 5
		SP:Iteration 5Q (124820.700000 sec): 3 clusters
  Score: Raw -22808.211553 + Penalty 1866.476036 = -20941.735517
  nChanged 4
		SP:Iteration 6Q (124820.710000 sec): 3 clusters
  Score: Raw -22830.012691 + Penalty 1866.476036 = -20963.536655
  nChanged 1
		SP:Iteration 7Q (124820.720000 sec): 3 clusters
  Score: Raw -22831.068498 + Penalty 1866.476036 = -20964.592462
  nChanged 1
		SP:Iteration 8Q (124820.720000 sec): 3 clusters
  Score: Raw -22832.576098 + Penalty 1866.476036 = -20966.100062
  nChanged 1
		SP:Iteration 9Q (124820.730000 sec): 3 clusters
  Score: Raw -22841.473795 + Penalty 1866.476036 = -20974.997759
  nChanged 0
		SP:Iteration 10F (124820.740000 sec): 3 clusters
  Score: Raw -22841.473795 + Penalty 1866.476036 = -20974.997759
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 37 (400 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (124820.780000 sec): 2 clusters
  Score: Raw -36665.019793 + Penalty 973.612989 = -35691.406804
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (124820.790000 sec): 3 clusters
  Score: Raw -36677.895452 + Penalty 1947.225978 = -34730.669474
  nChanged 102
		SP:Iteration 1F (124820.800000 sec): 3 clusters
  Score: Raw -36894.395215 + Penalty 1947.225978 = -34947.169237
  nChanged 26
		SP:Iteration 2F (124820.810000 sec): 3 clusters
  Score: Raw -36958.167306 + Penalty 1947.225978 = -35010.941329
  nChanged 13
		SP:Iteration 3Q (124820.820000 sec): 3 clusters
  Score: Raw -37007.651372 + Penalty 1947.225978 = -35060.425394
  nChanged 10
		SP:Iteration 4Q (124820.830000 sec): 3 clusters
  Score: Raw -37053.052099 + Penalty 1947.225978 = -35105.826121
  nChanged 9
		SP:Iteration 5Q (124820.840000 sec): 3 clusters
  Score: Raw -37085.079795 + Penalty 1947.225978 = -35137.853817
  nChanged 5
		SP:Iteration 6Q (124820.850000 sec): 3 clusters
  Score: Raw -37106.602937 + Penalty 1947.225978 = -35159.376959
  nChanged 4
		SP:Iteration 7Q (124820.860000 sec): 3 clusters
  Score: Raw -37114.040237 + Penalty 1947.225978 = -35166.814259
  nChanged 1
		SP:Iteration 8Q (124820.870000 sec): 3 clusters
  Score: Raw -37114.830635 + Penalty 1947.225978 = -35167.604658
  nChanged 0
		SP:Iteration 9F (124820.880000 sec): 3 clusters
  Score: Raw -37114.830635 + Penalty 1947.225978 = -35167.604658
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 38 (6063 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (124821.000000 sec): 2 clusters
  Score: Raw -735044.055923 + Penalty 1415.368501 = -733628.687422
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (124821.220000 sec): 3 clusters
  Score: Raw -731830.166197 + Penalty 2830.737002 = -728999.429196
  nChanged 2457
		SP:Iteration 1F (124821.380000 sec): 3 clusters
  Score: Raw -733263.958453 + Penalty 2830.737002 = -730433.221451
  nChanged 409
		SP:Iteration 2F (124821.480000 sec): 3 clusters
  Score: Raw -733483.886303 + Penalty 2830.737002 = -730653.149301
  nChanged 320
		SP:Iteration 3F (124821.580000 sec): 3 clusters
  Score: Raw -733641.707998 + Penalty 2830.737002 = -730810.970996
  nChanged 258
		SP:Iteration 4Q (124821.680000 sec): 3 clusters
  Score: Raw -733773.568213 + Penalty 2830.737002 = -730942.831211
  nChanged 241
		SP:Iteration 5Q (124821.790000 sec): 3 clusters
  Score: Raw -733884.086466 + Penalty 2830.737002 = -731053.349464
  nChanged 221
		SP:Iteration 6Q (124821.900000 sec): 3 clusters
  Score: Raw -734004.187276 + Penalty 2830.737002 = -731173.450274
  nChanged 248
		SP:Iteration 7Q (124822.000000 sec): 3 clusters
  Score: Raw -734150.007452 + Penalty 2830.737002 = -731319.270450
  nChanged 266
		SP:Iteration 8Q (124822.110000 sec): 3 clusters
  Score: Raw -734297.701393 + Penalty 2830.737002 = -731466.964391
  nChanged 242
		SP:Iteration 9Q (124822.220000 sec): 3 clusters
  Score: Raw -734446.106770 + Penalty 2830.737002 = -731615.369768
  nChanged 229
		SP:Iteration 10Q (124822.320000 sec): 3 clusters
  Score: Raw -734583.993837 + Penalty 2830.737002 = -731753.256836
  nChanged 189
		SP:Iteration 11Q (124822.420000 sec): 3 clusters
  Score: Raw -734689.918451 + Penalty 2830.737002 = -731859.181449
  nChanged 163
		SP:Iteration 12Q (124822.520000 sec): 3 clusters
  Score: Raw -734784.587442 + Penalty 2830.737002 = -731953.850440
  nChanged 131
		SP:Iteration 13Q (124822.630000 sec): 3 clusters
  Score: Raw -734855.188013 + Penalty 2830.737002 = -732024.451011
  nChanged 102
		SP:Iteration 14Q (124822.730000 sec): 3 clusters
  Score: Raw -734905.396541 + Penalty 2830.737002 = -732074.659539
  nChanged 84
		SP:Iteration 15Q (124822.830000 sec): 3 clusters
  Score: Raw -734949.628198 + Penalty 2830.737002 = -732118.891196
  nChanged 63
		SP:Iteration 16Q (124822.940000 sec): 3 clusters
  Score: Raw -734983.698896 + Penalty 2830.737002 = -732152.961894
  nChanged 64
		SP:Iteration 17Q (124823.030000 sec): 3 clusters
  Score: Raw -735024.287271 + Penalty 2830.737002 = -732193.550269
  nChanged 63
		SP:Iteration 18Q (124823.130000 sec): 3 clusters
  Score: Raw -735062.043630 + Penalty 2830.737002 = -732231.306629
  nChanged 52
		SP:Iteration 19Q (124823.240000 sec): 3 clusters
  Score: Raw -735095.613999 + Penalty 2830.737002 = -732264.876997
  nChanged 45
		SP:Iteration 20F (124823.330000 sec): 3 clusters
  Score: Raw -735123.651719 + Penalty 2830.737002 = -732292.914717
  nChanged 35
		SP:Iteration 21Q (124823.430000 sec): 3 clusters
  Score: Raw -735146.434080 + Penalty 2830.737002 = -732315.697078
  nChanged 25
		SP:Iteration 22Q (124823.530000 sec): 3 clusters
  Score: Raw -735160.054105 + Penalty 2830.737002 = -732329.317103
  nChanged 17
		SP:Iteration 23Q (124823.640000 sec): 3 clusters
  Score: Raw -735172.311307 + Penalty 2830.737002 = -732341.574305
  nChanged 22
		SP:Iteration 24Q (124823.740000 sec): 3 clusters
  Score: Raw -735185.054214 + Penalty 2830.737002 = -732354.317212
  nChanged 17
		SP:Iteration 25Q (124823.840000 sec): 3 clusters
  Score: Raw -735196.864051 + Penalty 2830.737002 = -732366.127049
  nChanged 18
		SP:Iteration 26Q (124823.940000 sec): 3 clusters
  Score: Raw -735210.022284 + Penalty 2830.737002 = -732379.285282
  nChanged 13
		SP:Iteration 27Q (124824.040000 sec): 3 clusters
  Score: Raw -735220.943777 + Penalty 2830.737002 = -732390.206775
  nChanged 12
		SP:Iteration 28Q (124824.140000 sec): 3 clusters
  Score: Raw -735229.604497 + Penalty 2830.737002 = -732398.867495
  nChanged 11
		SP:Iteration 29Q (124824.240000 sec): 3 clusters
  Score: Raw -735237.064265 + Penalty 2830.737002 = -732406.327263
  nChanged 4
		SP:Iteration 30Q (124824.340000 sec): 3 clusters
  Score: Raw -735240.388932 + Penalty 2830.737002 = -732409.651930
  nChanged 6
		SP:Iteration 31Q (124824.440000 sec): 3 clusters
  Score: Raw -735244.449974 + Penalty 2830.737002 = -732413.712972
  nChanged 4
		SP:Iteration 32Q (124824.540000 sec): 3 clusters
  Score: Raw -735247.542615 + Penalty 2830.737002 = -732416.805613
  nChanged 5
		SP:Iteration 33Q (124824.720000 sec): 3 clusters
  Score: Raw -735251.324844 + Penalty 2830.737002 = -732420.587842
  nChanged 5
		SP:Iteration 34Q (124824.900000 sec): 3 clusters
  Score: Raw -735253.766546 + Penalty 2830.737002 = -732423.029544
  nChanged 4
		SP:Iteration 35Q (124825.070000 sec): 3 clusters
  Score: Raw -735255.777707 + Penalty 2830.737002 = -732425.040706
  nChanged 1
		SP:Iteration 36Q (124825.160000 sec): 3 clusters
  Score: Raw -735256.260000 + Penalty 2830.737002 = -732425.522999
  nChanged 2
		SP:Iteration 37Q (124825.370000 sec): 3 clusters
  Score: Raw -735257.107739 + Penalty 2830.737002 = -732426.370737
  nChanged 1
		SP:Iteration 38Q (124825.540000 sec): 3 clusters
  Score: Raw -735257.332728 + Penalty 2830.737002 = -732426.595726
  nChanged 0
		SP:Iteration 39F (124825.700000 sec): 3 clusters
  Score: Raw -735257.332728 + Penalty 2830.737002 = -732426.595726
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 39 (1190 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (124825.780000 sec): 2 clusters
  Score: Raw -142224.855043 + Penalty 1150.777645 = -141074.077398
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (124825.960000 sec): 3 clusters
  Score: Raw -141796.813084 + Penalty 2301.555290 = -139495.257794
  nChanged 383
		SP:Iteration 1F (124826.140000 sec): 3 clusters
  Score: Raw -142095.417570 + Penalty 2301.555290 = -139793.862279
  nChanged 87
		SP:Iteration 2F (124826.310000 sec): 3 clusters
  Score: Raw -142178.283014 + Penalty 2301.555290 = -139876.727724
  nChanged 54
		SP:Iteration 3Q (124826.490000 sec): 3 clusters
  Score: Raw -142231.072352 + Penalty 2301.555290 = -139929.517061
  nChanged 34
		SP:Iteration 4Q (124826.660000 sec): 3 clusters
  Score: Raw -142263.344439 + Penalty 2301.555290 = -139961.789148
  nChanged 22
		SP:Iteration 5Q (124826.840000 sec): 3 clusters
  Score: Raw -142280.796026 + Penalty 2301.555290 = -139979.240735
  nChanged 9
		SP:Iteration 6Q (124827.020000 sec): 3 clusters
  Score: Raw -142288.201144 + Penalty 2301.555290 = -139986.645853
  nChanged 10
		SP:Iteration 7Q (124827.190000 sec): 3 clusters
  Score: Raw -142296.020222 + Penalty 2301.555290 = -139994.464932
  nChanged 13
		SP:Iteration 8Q (124827.360000 sec): 3 clusters
  Score: Raw -142307.532560 + Penalty 2301.555290 = -140005.977269
  nChanged 9
		SP:Iteration 9Q (124827.540000 sec): 3 clusters
  Score: Raw -142315.190133 + Penalty 2301.555290 = -140013.634843
  nChanged 6
		SP:Iteration 10Q (124827.720000 sec): 3 clusters
  Score: Raw -142319.351839 + Penalty 2301.555290 = -140017.796549
  nChanged 5
		SP:Iteration 11Q (124827.890000 sec): 3 clusters
  Score: Raw -142323.385454 + Penalty 2301.555290 = -140021.830164
  nChanged 3
		SP:Iteration 12Q (124828.070000 sec): 3 clusters
  Score: Raw -142325.041745 + Penalty 2301.555290 = -140023.486455
  nChanged 2
		SP:Iteration 13Q (124828.240000 sec): 3 clusters
  Score: Raw -142325.876519 + Penalty 2301.555290 = -140024.321229
  nChanged 2
		SP:Iteration 14Q (124828.420000 sec): 3 clusters
  Score: Raw -142327.059921 + Penalty 2301.555290 = -140025.504630
  nChanged 2
		SP:Iteration 15Q (124828.600000 sec): 3 clusters
  Score: Raw -142328.390786 + Penalty 2301.555290 = -140026.835496
  nChanged 5
		SP:Iteration 16Q (124828.770000 sec): 3 clusters
  Score: Raw -142333.223911 + Penalty 2301.555290 = -140031.668620
  nChanged 6
		SP:Iteration 17Q (124828.950000 sec): 3 clusters
  Score: Raw -142339.168852 + Penalty 2301.555290 = -140037.613562
  nChanged 6
		SP:Iteration 18Q (124829.120000 sec): 3 clusters
  Score: Raw -142342.219440 + Penalty 2301.555290 = -140040.664150
  nChanged 3
		SP:Iteration 19Q (124829.300000 sec): 3 clusters
  Score: Raw -142345.691264 + Penalty 2301.555290 = -140044.135973
  nChanged 6
		SP:Iteration 20F (124829.480000 sec): 3 clusters
  Score: Raw -142348.802493 + Penalty 2301.555290 = -140047.247202
  nChanged 4
		SP:Iteration 21Q (124829.650000 sec): 3 clusters
  Score: Raw -142352.428008 + Penalty 2301.555290 = -140050.872717
  nChanged 5
		SP:Iteration 22Q (124829.830000 sec): 3 clusters
  Score: Raw -142358.259291 + Penalty 2301.555290 = -140056.704001
  nChanged 3
		SP:Iteration 23Q (124830.000000 sec): 3 clusters
  Score: Raw -142360.248097 + Penalty 2301.555290 = -140058.692807
  nChanged 3
		SP:Iteration 24Q (124830.180000 sec): 3 clusters
  Score: Raw -142361.075190 + Penalty 2301.555290 = -140059.519899
  nChanged 2
		SP:Iteration 25Q (124830.360000 sec): 3 clusters
  Score: Raw -142363.103467 + Penalty 2301.555290 = -140061.548177
  nChanged 4
		SP:Iteration 26Q (124830.530000 sec): 3 clusters
  Score: Raw -142366.499071 + Penalty 2301.555290 = -140064.943780
  nChanged 6
		SP:Iteration 27Q (124830.710000 sec): 3 clusters
  Score: Raw -142368.932979 + Penalty 2301.555290 = -140067.377688
  nChanged 3
		SP:Iteration 28Q (124830.880000 sec): 3 clusters
  Score: Raw -142371.475882 + Penalty 2301.555290 = -140069.920592
  nChanged 4
		SP:Iteration 29Q (124831.060000 sec): 3 clusters
  Score: Raw -142375.098053 + Penalty 2301.555290 = -140073.542763
  nChanged 4
		SP:Iteration 30Q (124831.240000 sec): 3 clusters
  Score: Raw -142378.425780 + Penalty 2301.555290 = -140076.870490
  nChanged 6
		SP:Iteration 31Q (124831.410000 sec): 3 clusters
  Score: Raw -142381.053337 + Penalty 2301.555290 = -140079.498046
  nChanged 4
		SP:Iteration 32Q (124831.590000 sec): 3 clusters
  Score: Raw -142383.892216 + Penalty 2301.555290 = -140082.336926
  nChanged 2
		SP:Iteration 33Q (124831.760000 sec): 3 clusters
  Score: Raw -142385.568550 + Penalty 2301.555290 = -140084.013260
  nChanged 2
		SP:Iteration 34Q (124831.900000 sec): 3 clusters
  Score: Raw -142387.146150 + Penalty 2301.555290 = -140085.590859
  nChanged 3
		SP:Iteration 35Q (124832.070000 sec): 3 clusters
  Score: Raw -142389.158848 + Penalty 2301.555290 = -140087.603558
  nChanged 1
		SP:Iteration 36Q (124832.160000 sec): 3 clusters
  Score: Raw -142389.527458 + Penalty 2301.555290 = -140087.972167
  nChanged 2
		SP:Iteration 37Q (124832.190000 sec): 3 clusters
  Score: Raw -142390.682635 + Penalty 2301.555290 = -140089.127344
  nChanged 4
		SP:Iteration 38Q (124832.210000 sec): 3 clusters
  Score: Raw -142393.227022 + Penalty 2301.555290 = -140091.671732
  nChanged 5
		SP:Iteration 39Q (124832.240000 sec): 3 clusters
  Score: Raw -142395.965699 + Penalty 2301.555290 = -140094.410408
  nChanged 3
		SP:Iteration 40F (124832.270000 sec): 3 clusters
  Score: Raw -142397.175400 + Penalty 2301.555290 = -140095.620110
  nChanged 2
		SP:Iteration 41Q (124832.300000 sec): 3 clusters
  Score: Raw -142398.484874 + Penalty 2301.555290 = -140096.929584
  nChanged 2
		SP:Iteration 42Q (124832.330000 sec): 3 clusters
  Score: Raw -142400.372427 + Penalty 2301.555290 = -140098.817137
  nChanged 1
		SP:Iteration 43Q (124832.360000 sec): 3 clusters
  Score: Raw -142401.036621 + Penalty 2301.555290 = -140099.481331
  nChanged 0
		SP:Iteration 44F (124832.390000 sec): 3 clusters
  Score: Raw -142401.036621 + Penalty 2301.555290 = -140099.481331
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 40 (3131 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (124832.460000 sec): 2 clusters
  Score: Raw -367459.715471 + Penalty 1307.980005 = -366151.735466
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (124832.520000 sec): 3 clusters
  Score: Raw -365991.166404 + Penalty 2615.960009 = -363375.206395
  nChanged 1172
		SP:Iteration 1F (124832.580000 sec): 3 clusters
  Score: Raw -366664.933617 + Penalty 2615.960009 = -364048.973607
  nChanged 262
		SP:Iteration 2F (124832.630000 sec): 3 clusters
  Score: Raw -366842.745928 + Penalty 2615.960009 = -364226.785918
  nChanged 197
		SP:Iteration 3F (124832.690000 sec): 3 clusters
  Score: Raw -366990.496149 + Penalty 2615.960009 = -364374.536139
  nChanged 169
		SP:Iteration 4F (124832.740000 sec): 3 clusters
  Score: Raw -367116.180428 + Penalty 2615.960009 = -364500.220419
  nChanged 150
		SP:Iteration 5Q (124832.800000 sec): 3 clusters
  Score: Raw -367237.767101 + Penalty 2615.960009 = -364621.807091
  nChanged 145
		SP:Iteration 6Q (124832.860000 sec): 3 clusters
  Score: Raw -367336.662970 + Penalty 2615.960009 = -364720.702961
  nChanged 126
		SP:Iteration 7Q (124832.920000 sec): 3 clusters
  Score: Raw -367420.198634 + Penalty 2615.960009 = -364804.238624
  nChanged 110
		SP:Iteration 8Q (124832.980000 sec): 3 clusters
  Score: Raw -367495.715565 + Penalty 2615.960009 = -364879.755555
  nChanged 89
		SP:Iteration 9Q (124833.040000 sec): 3 clusters
  Score: Raw -367551.902581 + Penalty 2615.960009 = -364935.942572
  nChanged 74
		SP:Iteration 10Q (124833.100000 sec): 3 clusters
  Score: Raw -367593.259410 + Penalty 2615.960009 = -364977.299401
  nChanged 46
		SP:Iteration 11Q (124833.150000 sec): 3 clusters
  Score: Raw -367617.989123 + Penalty 2615.960009 = -365002.029114
  nChanged 40
		SP:Iteration 12Q (124833.210000 sec): 3 clusters
  Score: Raw -367639.652074 + Penalty 2615.960009 = -365023.692064
  nChanged 37
		SP:Iteration 13Q (124833.270000 sec): 3 clusters
  Score: Raw -367657.145408 + Penalty 2615.960009 = -365041.185398
  nChanged 25
		SP:Iteration 14Q (124833.330000 sec): 3 clusters
  Score: Raw -367665.434421 + Penalty 2615.960009 = -365049.474412
  nChanged 16
		SP:Iteration 15Q (124833.380000 sec): 3 clusters
  Score: Raw -367671.120703 + Penalty 2615.960009 = -365055.160694
  nChanged 14
		SP:Iteration 16Q (124833.440000 sec): 3 clusters
  Score: Raw -367676.027284 + Penalty 2615.960009 = -365060.067275
  nChanged 13
		SP:Iteration 17Q (124833.500000 sec): 3 clusters
  Score: Raw -367680.587339 + Penalty 2615.960009 = -365064.627329
  nChanged 10
		SP:Iteration 18Q (124833.560000 sec): 3 clusters
  Score: Raw -367683.967559 + Penalty 2615.960009 = -365068.007550
  nChanged 10
		SP:Iteration 19Q (124833.610000 sec): 3 clusters
  Score: Raw -367687.517141 + Penalty 2615.960009 = -365071.557131
  nChanged 9
		SP:Iteration 20F (124833.670000 sec): 3 clusters
  Score: Raw -367690.393647 + Penalty 2615.960009 = -365074.433638
  nChanged 8
		SP:Iteration 21Q (124833.730000 sec): 3 clusters
  Score: Raw -367693.303765 + Penalty 2615.960009 = -365077.343756
  nChanged 9
		SP:Iteration 22Q (124833.790000 sec): 3 clusters
  Score: Raw -367695.182287 + Penalty 2615.960009 = -365079.222277
  nChanged 3
		SP:Iteration 23Q (124833.850000 sec): 3 clusters
  Score: Raw -367696.323638 + Penalty 2615.960009 = -365080.363629
  nChanged 4
		SP:Iteration 24Q (124833.900000 sec): 3 clusters
  Score: Raw -367698.101369 + Penalty 2615.960009 = -365082.141359
  nChanged 4
		SP:Iteration 25Q (124833.960000 sec): 3 clusters
  Score: Raw -367699.139992 + Penalty 2615.960009 = -365083.179983
  nChanged 6
		SP:Iteration 26Q (124834.020000 sec): 3 clusters
  Score: Raw -367700.450644 + Penalty 2615.960009 = -365084.490635
  nChanged 4
		SP:Iteration 27Q (124834.070000 sec): 3 clusters
  Score: Raw -367701.267010 + Penalty 2615.960009 = -365085.307000
  nChanged 0
		SP:Iteration 28F (124834.130000 sec): 3 clusters
  Score: Raw -367701.267010 + Penalty 2615.960009 = -365085.307000
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 41 (171 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (124834.170000 sec): 2 clusters
  Score: Raw -8647.075682 + Penalty 835.520328 = -7811.555354
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (124834.170000 sec): 3 clusters
  Score: Raw -8813.073849 + Penalty 1671.040656 = -7142.033193
  nChanged 24
		SP:Iteration 1F (124834.180000 sec): 3 clusters
  Score: Raw -8930.583626 + Penalty 1671.040656 = -7259.542970
  nChanged 14
		SP:Iteration 2F (124834.190000 sec): 3 clusters
  Score: Raw -9045.997044 + Penalty 1671.040656 = -7374.956388
  nChanged 6
		SP:Iteration 3Q (124834.200000 sec): 3 clusters
  Score: Raw -9092.450603 + Penalty 1671.040656 = -7421.409948
  nChanged 2
		SP:Iteration 4Q (124834.210000 sec): 3 clusters
  Score: Raw -9121.314300 + Penalty 1671.040656 = -7450.273644
  nChanged 4
		SP:Iteration 5Q (124834.210000 sec): 3 clusters
  Score: Raw -9187.906936 + Penalty 1671.040656 = -7516.866280
  nChanged 3
		SP:Iteration 6Q (124834.220000 sec): 3 clusters
  Score: Raw -9225.410326 + Penalty 1671.040656 = -7554.369670
  nChanged 0
		SP:Iteration 7F (124834.230000 sec): 3 clusters
  Score: Raw -9225.410326 + Penalty 1671.040656 = -7554.369670
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 42 (390 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (124834.260000 sec): 2 clusters
  Score: Raw -45756.451372 + Penalty 969.498845 = -44786.952527
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (124834.270000 sec): 3 clusters
  Score: Raw -45778.993244 + Penalty 1938.997690 = -43839.995553
  nChanged 80
		SP:Iteration 1F (124834.280000 sec): 3 clusters
  Score: Raw -45930.592234 + Penalty 1938.997690 = -43991.594543
  nChanged 31
		SP:Iteration 2F (124834.290000 sec): 3 clusters
  Score: Raw -46079.844980 + Penalty 1938.997690 = -44140.847290
  nChanged 31
		SP:Iteration 3F (124834.310000 sec): 3 clusters
  Score: Raw -46256.607539 + Penalty 1938.997690 = -44317.609849
  nChanged 24
		SP:Iteration 4F (124834.310000 sec): 3 clusters
  Score: Raw -46384.914952 + Penalty 1938.997690 = -44445.917262
  nChanged 17
		SP:Iteration 5Q (124834.320000 sec): 3 clusters
  Score: Raw -46494.300745 + Penalty 1938.997690 = -44555.303055
  nChanged 16
		SP:Iteration 6Q (124834.330000 sec): 3 clusters
  Score: Raw -46567.512803 + Penalty 1938.997690 = -44628.515113
  nChanged 9
		SP:Iteration 7Q (124834.340000 sec): 3 clusters
  Score: Raw -46600.369719 + Penalty 1938.997690 = -44661.372029
  nChanged 3
		SP:Iteration 8Q (124834.350000 sec): 3 clusters
  Score: Raw -46608.954487 + Penalty 1938.997690 = -44669.956797
  nChanged 3
		SP:Iteration 9Q (124834.350000 sec): 3 clusters
  Score: Raw -46623.383647 + Penalty 1938.997690 = -44684.385957
  nChanged 1
		SP:Iteration 10Q (124834.360000 sec): 3 clusters
  Score: Raw -46624.691180 + Penalty 1938.997690 = -44685.693490
  nChanged 0
		SP:Iteration 11F (124834.370000 sec): 3 clusters
  Score: Raw -46624.691180 + Penalty 1938.997690 = -44685.693490
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 43 (1342 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (124834.420000 sec): 2 clusters
  Score: Raw -150876.597516 + Penalty 1170.311402 = -149706.286114
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (124834.450000 sec): 3 clusters
  Score: Raw -150393.397133 + Penalty 2340.622803 = -148052.774330
  nChanged 449
		SP:Iteration 1F (124834.490000 sec): 3 clusters
  Score: Raw -150792.776932 + Penalty 2340.622803 = -148452.154129
  nChanged 117
		SP:Iteration 2F (124834.520000 sec): 3 clusters
  Score: Raw -150943.839664 + Penalty 2340.622803 = -148603.216861
  nChanged 80
		SP:Iteration 3F (124834.550000 sec): 3 clusters
  Score: Raw -151035.973264 + Penalty 2340.622803 = -148695.350461
  nChanged 63
		SP:Iteration 4Q (124834.580000 sec): 3 clusters
  Score: Raw -151108.317940 + Penalty 2340.622803 = -148767.695137
  nChanged 51
		SP:Iteration 5Q (124834.610000 sec): 3 clusters
  Score: Raw -151164.741501 + Penalty 2340.622803 = -148824.118698
  nChanged 44
		SP:Iteration 6Q (124834.650000 sec): 3 clusters
  Score: Raw -151239.172948 + Penalty 2340.622803 = -148898.550145
  nChanged 53
		SP:Iteration 7Q (124834.670000 sec): 3 clusters
  Score: Raw -151338.218629 + Penalty 2340.622803 = -148997.595826
  nChanged 53
		SP:Iteration 8Q (124834.710000 sec): 3 clusters
  Score: Raw -151462.372778 + Penalty 2340.622803 = -149121.749975
  nChanged 48
		SP:Iteration 9Q (124834.740000 sec): 3 clusters
  Score: Raw -151528.697616 + Penalty 2340.622803 = -149188.074813
  nChanged 32
		SP:Iteration 10Q (124834.870000 sec): 3 clusters
  Score: Raw -151553.075301 + Penalty 2340.622803 = -149212.452498
  nChanged 24
		SP:Iteration 11Q (124835.050000 sec): 3 clusters
  Score: Raw -151576.634230 + Penalty 2340.622803 = -149236.011427
  nChanged 18
		SP:Iteration 12Q (124835.230000 sec): 3 clusters
  Score: Raw -151596.465870 + Penalty 2340.622803 = -149255.843067
  nChanged 16
		SP:Iteration 13Q (124835.400000 sec): 3 clusters
  Score: Raw -151610.521111 + Penalty 2340.622803 = -149269.898308
  nChanged 15
		SP:Iteration 14Q (124835.580000 sec): 3 clusters
  Score: Raw -151625.298197 + Penalty 2340.622803 = -149284.675393
  nChanged 7
		SP:Iteration 15Q (124835.750000 sec): 3 clusters
  Score: Raw -151630.906729 + Penalty 2340.622803 = -149290.283926
  nChanged 9
		SP:Iteration 16Q (124835.930000 sec): 3 clusters
  Score: Raw -151637.379363 + Penalty 2340.622803 = -149296.756560
  nChanged 3
		SP:Iteration 17Q (124836.110000 sec): 3 clusters
  Score: Raw -151640.091249 + Penalty 2340.622803 = -149299.468446
  nChanged 1
		SP:Iteration 18Q (124836.280000 sec): 3 clusters
  Score: Raw -151640.563009 + Penalty 2340.622803 = -149299.940205
  nChanged 2
		SP:Iteration 19Q (124836.450000 sec): 3 clusters
  Score: Raw -151641.988489 + Penalty 2340.622803 = -149301.365686
  nChanged 1
		SP:Iteration 20F (124836.630000 sec): 3 clusters
  Score: Raw -151642.704490 + Penalty 2340.622803 = -149302.081687
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 44 (3031 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (124836.700000 sec): 2 clusters
  Score: Raw -368760.876032 + Penalty 1302.705280 = -367458.170752
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (124836.870000 sec): 3 clusters
  Score: Raw -367312.973072 + Penalty 2605.410560 = -364707.562512
  nChanged 1141
		SP:Iteration 1F (124837.050000 sec): 3 clusters
  Score: Raw -368038.233531 + Penalty 2605.410560 = -365432.822971
  nChanged 269
		SP:Iteration 2F (124837.210000 sec): 3 clusters
  Score: Raw -368257.816104 + Penalty 2605.410560 = -365652.405544
  nChanged 199
		SP:Iteration 3F (124837.400000 sec): 3 clusters
  Score: Raw -368394.485881 + Penalty 2605.410560 = -365789.075321
  nChanged 136
		SP:Iteration 4Q (124837.580000 sec): 3 clusters
  Score: Raw -368477.143583 + Penalty 2605.410560 = -365871.733023
  nChanged 98
		SP:Iteration 5Q (124837.750000 sec): 3 clusters
  Score: Raw -368528.908510 + Penalty 2605.410560 = -365923.497950
  nChanged 90
		SP:Iteration 6Q (124837.930000 sec): 3 clusters
  Score: Raw -368578.506546 + Penalty 2605.410560 = -365973.095986
  nChanged 64
		SP:Iteration 7Q (124838.110000 sec): 3 clusters
  Score: Raw -368620.443140 + Penalty 2605.410560 = -366015.032580
  nChanged 65
		SP:Iteration 8Q (124838.280000 sec): 3 clusters
  Score: Raw -368659.926218 + Penalty 2605.410560 = -366054.515658
  nChanged 70
		SP:Iteration 9Q (124838.460000 sec): 3 clusters
  Score: Raw -368692.053049 + Penalty 2605.410560 = -366086.642489
  nChanged 49
		SP:Iteration 10Q (124838.630000 sec): 3 clusters
  Score: Raw -368716.407605 + Penalty 2605.410560 = -366110.997045
  nChanged 44
		SP:Iteration 11Q (124838.810000 sec): 3 clusters
  Score: Raw -368741.979211 + Penalty 2605.410560 = -366136.568651
  nChanged 49
		SP:Iteration 12Q (124838.990000 sec): 3 clusters
  Score: Raw -368773.424060 + Penalty 2605.410560 = -366168.013500
  nChanged 56
		SP:Iteration 13Q (124839.160000 sec): 3 clusters
  Score: Raw -368813.483796 + Penalty 2605.410560 = -366208.073236
  nChanged 58
		SP:Iteration 14Q (124839.340000 sec): 3 clusters
  Score: Raw -368857.717135 + Penalty 2605.410560 = -366252.306575
  nChanged 60
		SP:Iteration 15Q (124839.510000 sec): 3 clusters
  Score: Raw -368897.872599 + Penalty 2605.410560 = -366292.462039
  nChanged 66
		SP:Iteration 16Q (124839.690000 sec): 3 clusters
  Score: Raw -368947.304366 + Penalty 2605.410560 = -366341.893806
  nChanged 67
		SP:Iteration 17Q (124839.870000 sec): 3 clusters
  Score: Raw -368991.382398 + Penalty 2605.410560 = -366385.971838
  nChanged 64
		SP:Iteration 18Q (124840.040000 sec): 3 clusters
  Score: Raw -369040.551820 + Penalty 2605.410560 = -366435.141260
  nChanged 71
		SP:Iteration 19Q (124840.210000 sec): 3 clusters
  Score: Raw -369111.333991 + Penalty 2605.410560 = -366505.923431
  nChanged 55
		SP:Iteration 20F (124840.390000 sec): 3 clusters
  Score: Raw -369153.920831 + Penalty 2605.410560 = -366548.510271
  nChanged 49
		SP:Iteration 21Q (124840.570000 sec): 3 clusters
  Score: Raw -369189.378310 + Penalty 2605.410560 = -366583.967750
  nChanged 53
		SP:Iteration 22Q (124840.740000 sec): 3 clusters
  Score: Raw -369224.294050 + Penalty 2605.410560 = -366618.883490
  nChanged 41
		SP:Iteration 23Q (124840.920000 sec): 3 clusters
  Score: Raw -369248.962225 + Penalty 2605.410560 = -366643.551665
  nChanged 35
		SP:Iteration 24Q (124841.090000 sec): 3 clusters
  Score: Raw -369276.285572 + Penalty 2605.410560 = -366670.875012
  nChanged 39
		SP:Iteration 25Q (124841.270000 sec): 3 clusters
  Score: Raw -369304.236983 + Penalty 2605.410560 = -366698.826423
  nChanged 39
		SP:Iteration 26Q (124841.450000 sec): 3 clusters
  Score: Raw -369338.565310 + Penalty 2605.410560 = -366733.154750
  nChanged 39
		SP:Iteration 27Q (124841.620000 sec): 3 clusters
  Score: Raw -369373.172863 + Penalty 2605.410560 = -366767.762303
  nChanged 38
		SP:Iteration 28Q (124841.800000 sec): 3 clusters
  Score: Raw -369404.831159 + Penalty 2605.410560 = -366799.420599
  nChanged 26
		SP:Iteration 29Q (124841.970000 sec): 3 clusters
  Score: Raw -369432.999391 + Penalty 2605.410560 = -366827.588831
  nChanged 25
		SP:Iteration 30Q (124842.150000 sec): 3 clusters
  Score: Raw -369463.457432 + Penalty 2605.410560 = -366858.046872
  nChanged 29
		SP:Iteration 31Q (124842.320000 sec): 3 clusters
  Score: Raw -369495.076986 + Penalty 2605.410560 = -366889.666426
  nChanged 22
		SP:Iteration 32Q (124842.500000 sec): 3 clusters
  Score: Raw -369519.149354 + Penalty 2605.410560 = -366913.738794
  nChanged 26
		SP:Iteration 33Q (124842.670000 sec): 3 clusters
  Score: Raw -369537.566751 + Penalty 2605.410560 = -366932.156191
  nChanged 22
		SP:Iteration 34Q (124842.850000 sec): 3 clusters
  Score: Raw -369556.349007 + Penalty 2605.410560 = -366950.938447
  nChanged 12
		SP:Iteration 35Q (124843.030000 sec): 3 clusters
  Score: Raw -369568.656969 + Penalty 2605.410560 = -366963.246409
  nChanged 14
		SP:Iteration 36Q (124843.200000 sec): 3 clusters
  Score: Raw -369578.415637 + Penalty 2605.410560 = -366973.005077
  nChanged 7
		SP:Iteration 37Q (124843.380000 sec): 3 clusters
  Score: Raw -369582.602618 + Penalty 2605.410560 = -366977.192058
  nChanged 8
		SP:Iteration 38Q (124843.550000 sec): 3 clusters
  Score: Raw -369586.329545 + Penalty 2605.410560 = -366980.918985
  nChanged 4
		SP:Iteration 39Q (124843.730000 sec): 3 clusters
  Score: Raw -369588.356804 + Penalty 2605.410560 = -366982.946244
  nChanged 6
		SP:Iteration 40F (124843.910000 sec): 3 clusters
  Score: Raw -369590.761777 + Penalty 2605.410560 = -366985.351217
  nChanged 1
		SP:Iteration 41Q (124844.080000 sec): 3 clusters
  Score: Raw -369591.220467 + Penalty 2605.410560 = -366985.809907
  nChanged 1
		SP:Iteration 42Q (124844.260000 sec): 3 clusters
  Score: Raw -369591.803512 + Penalty 2605.410560 = -366986.392952
  nChanged 1
		SP:Iteration 43Q (124844.430000 sec): 3 clusters
  Score: Raw -369591.962537 + Penalty 2605.410560 = -366986.551977
  nChanged 0
		SP:Iteration 44F (124844.610000 sec): 3 clusters
  Score: Raw -369591.962537 + Penalty 2605.410560 = -366986.551977
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 45 (1633 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (124844.690000 sec): 2 clusters
  Score: Raw -182222.940037 + Penalty 1202.203290 = -181020.736747
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (124844.870000 sec): 3 clusters
  Score: Raw -181587.898620 + Penalty 2404.406580 = -179183.492040
  nChanged 566
		SP:Iteration 1F (124845.040000 sec): 3 clusters
  Score: Raw -182091.011197 + Penalty 2404.406580 = -179686.604617
  nChanged 148
		SP:Iteration 2F (124845.210000 sec): 3 clusters
  Score: Raw -182243.208388 + Penalty 2404.406580 = -179838.801808
  nChanged 102
		SP:Iteration 3F (124845.400000 sec): 3 clusters
  Score: Raw -182350.951575 + Penalty 2404.406580 = -179946.544994
  nChanged 72
		SP:Iteration 4Q (124845.570000 sec): 3 clusters
  Score: Raw -182435.679805 + Penalty 2404.406580 = -180031.273224
  nChanged 62
		SP:Iteration 5Q (124845.750000 sec): 3 clusters
  Score: Raw -182498.184724 + Penalty 2404.406580 = -180093.778144
  nChanged 47
		SP:Iteration 6Q (124845.920000 sec): 3 clusters
  Score: Raw -182534.873363 + Penalty 2404.406580 = -180130.466783
  nChanged 29
		SP:Iteration 7Q (124846.100000 sec): 3 clusters
  Score: Raw -182558.079346 + Penalty 2404.406580 = -180153.672766
  nChanged 22
		SP:Iteration 8Q (124846.280000 sec): 3 clusters
  Score: Raw -182577.160704 + Penalty 2404.406580 = -180172.754124
  nChanged 25
		SP:Iteration 9Q (124846.450000 sec): 3 clusters
  Score: Raw -182600.186181 + Penalty 2404.406580 = -180195.779601
  nChanged 22
		SP:Iteration 10Q (124846.630000 sec): 3 clusters
  Score: Raw -182614.278752 + Penalty 2404.406580 = -180209.872172
  nChanged 19
		SP:Iteration 11Q (124846.800000 sec): 3 clusters
  Score: Raw -182629.019495 + Penalty 2404.406580 = -180224.612915
  nChanged 18
		SP:Iteration 12Q (124846.980000 sec): 3 clusters
  Score: Raw -182641.930866 + Penalty 2404.406580 = -180237.524286
  nChanged 14
		SP:Iteration 13Q (124847.160000 sec): 3 clusters
  Score: Raw -182661.277186 + Penalty 2404.406580 = -180256.870606
  nChanged 15
		SP:Iteration 14Q (124847.330000 sec): 3 clusters
  Score: Raw -182676.991644 + Penalty 2404.406580 = -180272.585064
  nChanged 11
		SP:Iteration 15Q (124847.510000 sec): 3 clusters
  Score: Raw -182687.641649 + Penalty 2404.406580 = -180283.235069
  nChanged 12
		SP:Iteration 16Q (124847.680000 sec): 3 clusters
  Score: Raw -182699.499582 + Penalty 2404.406580 = -180295.093002
  nChanged 15
		SP:Iteration 17Q (124847.840000 sec): 3 clusters
  Score: Raw -182713.745931 + Penalty 2404.406580 = -180309.339350
  nChanged 17
		SP:Iteration 18Q (124848.000000 sec): 3 clusters
  Score: Raw -182723.475134 + Penalty 2404.406580 = -180319.068554
  nChanged 12
		SP:Iteration 19Q (124848.170000 sec): 3 clusters
  Score: Raw -182730.771686 + Penalty 2404.406580 = -180326.365106
  nChanged 8
		SP:Iteration 20F (124848.330000 sec): 3 clusters
  Score: Raw -182736.287611 + Penalty 2404.406580 = -180331.881030
  nChanged 6
		SP:Iteration 21Q (124848.500000 sec): 3 clusters
  Score: Raw -182743.419617 + Penalty 2404.406580 = -180339.013037
  nChanged 6
		SP:Iteration 22Q (124848.660000 sec): 3 clusters
  Score: Raw -182747.995598 + Penalty 2404.406580 = -180343.589018
  nChanged 2
		SP:Iteration 23Q (124848.820000 sec): 3 clusters
  Score: Raw -182749.093267 + Penalty 2404.406580 = -180344.686687
  nChanged 1
		SP:Iteration 24Q (124848.980000 sec): 3 clusters
  Score: Raw -182749.480268 + Penalty 2404.406580 = -180345.073688
  nChanged 0
		SP:Iteration 25F (124849.150000 sec): 3 clusters
  Score: Raw -182749.480268 + Penalty 2404.406580 = -180345.073688
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 46 (21897 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (124849.360000 sec): 2 clusters
  Score: Raw -2539321.490697 + Penalty 1624.042050 = -2537697.448648
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (124849.700000 sec): 3 clusters
  Score: Raw -2526121.301817 + Penalty 3248.084099 = -2522873.217718
  nChanged 9906
		SP:Iteration 1F (124850.010000 sec): 3 clusters
  Score: Raw -2531688.871458 + Penalty 3248.084099 = -2528440.787359
  nChanged 1223
		SP:Iteration 2F (124850.350000 sec): 3 clusters
  Score: Raw -2532272.228215 + Penalty 3248.084099 = -2529024.144116
  nChanged 1221
		SP:Iteration 3F (124850.630000 sec): 3 clusters
  Score: Raw -2532960.149160 + Penalty 3248.084099 = -2529712.065061
  nChanged 1305
		SP:Iteration 4F (124850.970000 sec): 3 clusters
  Score: Raw -2533744.254678 + Penalty 3248.084099 = -2530496.170579
  nChanged 1262
		SP:Iteration 5F (124851.260000 sec): 3 clusters
  Score: Raw -2534502.178586 + Penalty 3248.084099 = -2531254.094487
  nChanged 1231
		SP:Iteration 6F (124851.570000 sec): 3 clusters
  Score: Raw -2535234.777714 + Penalty 3248.084099 = -2531986.693615
  nChanged 1217
		SP:Iteration 7F (124851.920000 sec): 3 clusters
  Score: Raw -2535991.166225 + Penalty 3248.084099 = -2532743.082126
  nChanged 1169
		SP:Iteration 8F (124852.270000 sec): 3 clusters
  Score: Raw -2536769.469887 + Penalty 3248.084099 = -2533521.385787
  nChanged 1068
		SP:Iteration 9Q (124852.570000 sec): 3 clusters
  Score: Raw -2537539.681719 + Penalty 3248.084099 = -2534291.597620
  nChanged 877
		SP:Iteration 10Q (124852.870000 sec): 3 clusters
  Score: Raw -2538179.547252 + Penalty 3248.084099 = -2534931.463153
  nChanged 754
		SP:Iteration 11Q (124853.140000 sec): 3 clusters
  Score: Raw -2538657.823747 + Penalty 3248.084099 = -2535409.739648
  nChanged 576
		SP:Iteration 12Q (124853.440000 sec): 3 clusters
  Score: Raw -2538957.278924 + Penalty 3248.084099 = -2535709.194825
  nChanged 442
		SP:Iteration 13Q (124853.820000 sec): 3 clusters
  Score: Raw -2539142.704313 + Penalty 3248.084099 = -2535894.620214
  nChanged 335
		SP:Iteration 14Q (124854.200000 sec): 3 clusters
  Score: Raw -2539277.583920 + Penalty 3248.084099 = -2536029.499820
  nChanged 277
		SP:Iteration 15Q (124854.450000 sec): 3 clusters
  Score: Raw -2539380.836583 + Penalty 3248.084099 = -2536132.752484
  nChanged 222
		SP:Iteration 16Q (124854.760000 sec): 3 clusters
  Score: Raw -2539453.554168 + Penalty 3248.084099 = -2536205.470069
  nChanged 183
		SP:Iteration 17Q (124855.060000 sec): 3 clusters
  Score: Raw -2539507.699618 + Penalty 3248.084099 = -2536259.615519
  nChanged 153
		SP:Iteration 18Q (124855.360000 sec): 3 clusters
  Score: Raw -2539550.787691 + Penalty 3248.084099 = -2536302.703592
  nChanged 132
		SP:Iteration 19Q (124855.670000 sec): 3 clusters
  Score: Raw -2539587.157915 + Penalty 3248.084099 = -2536339.073816
  nChanged 111
		SP:Iteration 20F (124856.010000 sec): 3 clusters
  Score: Raw -2539611.338102 + Penalty 3248.084099 = -2536363.254003
  nChanged 87
		SP:Iteration 21Q (124856.300000 sec): 3 clusters
  Score: Raw -2539626.331494 + Penalty 3248.084099 = -2536378.247395
  nChanged 80
		SP:Iteration 22Q (124856.610000 sec): 3 clusters
  Score: Raw -2539641.137206 + Penalty 3248.084099 = -2536393.053107
  nChanged 78
		SP:Iteration 23Q (124856.920000 sec): 3 clusters
  Score: Raw -2539655.497796 + Penalty 3248.084099 = -2536407.413697
  nChanged 74
		SP:Iteration 24Q (124857.190000 sec): 3 clusters
  Score: Raw -2539670.573766 + Penalty 3248.084099 = -2536422.489667
  nChanged 81
		SP:Iteration 25Q (124857.490000 sec): 3 clusters
  Score: Raw -2539686.633019 + Penalty 3248.084099 = -2536438.548920
  nChanged 67
		SP:Iteration 26Q (124857.800000 sec): 3 clusters
  Score: Raw -2539704.781498 + Penalty 3248.084099 = -2536456.697399
  nChanged 81
		SP:Iteration 27Q (124858.100000 sec): 3 clusters
  Score: Raw -2539722.995715 + Penalty 3248.084099 = -2536474.911616
  nChanged 84
		SP:Iteration 28Q (124858.330000 sec): 3 clusters
  Score: Raw -2539742.339868 + Penalty 3248.084099 = -2536494.255769
  nChanged 97
		SP:Iteration 29Q (124858.620000 sec): 3 clusters
  Score: Raw -2539764.236436 + Penalty 3248.084099 = -2536516.152337
  nChanged 70
		SP:Iteration 30Q (124858.860000 sec): 3 clusters
  Score: Raw -2539779.522713 + Penalty 3248.084099 = -2536531.438614
  nChanged 76
		SP:Iteration 31Q (124859.140000 sec): 3 clusters
  Score: Raw -2539794.590618 + Penalty 3248.084099 = -2536546.506519
  nChanged 70
		SP:Iteration 32Q (124859.440000 sec): 3 clusters
  Score: Raw -2539813.095725 + Penalty 3248.084099 = -2536565.011626
  nChanged 64
		SP:Iteration 33Q (124859.740000 sec): 3 clusters
  Score: Raw -2539842.192416 + Penalty 3248.084099 = -2536594.108317
  nChanged 89
		SP:Iteration 34Q (124860.040000 sec): 3 clusters
  Score: Raw -2539873.560288 + Penalty 3248.084099 = -2536625.476189
  nChanged 85
		SP:Iteration 35Q (124860.330000 sec): 3 clusters
  Score: Raw -2539897.886183 + Penalty 3248.084099 = -2536649.802084
  nChanged 79
		SP:Iteration 36Q (124860.630000 sec): 3 clusters
  Score: Raw -2539914.574855 + Penalty 3248.084099 = -2536666.490756
  nChanged 58
		SP:Iteration 37Q (124860.930000 sec): 3 clusters
  Score: Raw -2539925.151271 + Penalty 3248.084099 = -2536677.067172
  nChanged 46
		SP:Iteration 38Q (124861.220000 sec): 3 clusters
  Score: Raw -2539932.255826 + Penalty 3248.084099 = -2536684.171727
  nChanged 39
		SP:Iteration 39Q (124861.520000 sec): 3 clusters
  Score: Raw -2539937.923619 + Penalty 3248.084099 = -2536689.839520
  nChanged 45
		SP:Iteration 40F (124861.870000 sec): 3 clusters
  Score: Raw -2539954.474103 + Penalty 3248.084099 = -2536706.390004
  nChanged 41
		SP:Iteration 41Q (124862.140000 sec): 3 clusters
  Score: Raw -2539969.211089 + Penalty 3248.084099 = -2536721.126990
  nChanged 64
		SP:Iteration 42Q (124862.460000 sec): 3 clusters
  Score: Raw -2539981.831215 + Penalty 3248.084099 = -2536733.747116
  nChanged 57
		SP:Iteration 43Q (124862.720000 sec): 3 clusters
  Score: Raw -2539994.191246 + Penalty 3248.084099 = -2536746.107147
  nChanged 57
		SP:Iteration 44Q (124863.030000 sec): 3 clusters
  Score: Raw -2540004.977480 + Penalty 3248.084099 = -2536756.893381
  nChanged 44
		SP:Iteration 45Q (124863.340000 sec): 3 clusters
  Score: Raw -2540013.532282 + Penalty 3248.084099 = -2536765.448183
  nChanged 44
		SP:Iteration 46Q (124863.630000 sec): 3 clusters
  Score: Raw -2540021.772189 + Penalty 3248.084099 = -2536773.688090
  nChanged 52
		SP:Iteration 47Q (124863.930000 sec): 3 clusters
  Score: Raw -2540029.316635 + Penalty 3248.084099 = -2536781.232536
  nChanged 55
		SP:Iteration 48Q (124864.230000 sec): 3 clusters
  Score: Raw -2540036.997845 + Penalty 3248.084099 = -2536788.913746
  nChanged 46
		SP:Iteration 49Q (124864.540000 sec): 3 clusters
  Score: Raw -2540042.288669 + Penalty 3248.084099 = -2536794.204570
  nChanged 30
		SP:Iteration 50Q (124864.830000 sec): 3 clusters
  Score: Raw -2540046.030660 + Penalty 3248.084099 = -2536797.946561
  nChanged 27
		SP:Iteration 51Q (124865.140000 sec): 3 clusters
  Score: Raw -2540049.389972 + Penalty 3248.084099 = -2536801.305873
  nChanged 25
		SP:Iteration 52Q (124865.370000 sec): 3 clusters
  Score: Raw -2540052.315239 + Penalty 3248.084099 = -2536804.231140
  nChanged 19
		SP:Iteration 53Q (124865.690000 sec): 3 clusters
  Score: Raw -2540054.134413 + Penalty 3248.084099 = -2536806.050314
  nChanged 14
		SP:Iteration 54Q (124865.990000 sec): 3 clusters
  Score: Raw -2540055.342669 + Penalty 3248.084099 = -2536807.258570
  nChanged 19
		SP:Iteration 55Q (124866.250000 sec): 3 clusters
  Score: Raw -2540057.540981 + Penalty 3248.084099 = -2536809.456882
  nChanged 23
		SP:Iteration 56Q (124866.640000 sec): 3 clusters
  Score: Raw -2540060.065941 + Penalty 3248.084099 = -2536811.981842
  nChanged 21
		SP:Iteration 57Q (124866.920000 sec): 3 clusters
  Score: Raw -2540061.849594 + Penalty 3248.084099 = -2536813.765495
  nChanged 16
		SP:Iteration 58Q (124867.190000 sec): 3 clusters
  Score: Raw -2540063.234653 + Penalty 3248.084099 = -2536815.150554
  nChanged 15
		SP:Iteration 59Q (124867.490000 sec): 3 clusters
  Score: Raw -2540064.675547 + Penalty 3248.084099 = -2536816.591448
  nChanged 21
		SP:Iteration 60F (124867.790000 sec): 3 clusters
  Score: Raw -2540067.255192 + Penalty 3248.084099 = -2536819.171093
  nChanged 16
		SP:Iteration 61Q (124868.090000 sec): 3 clusters
  Score: Raw -2540068.838905 + Penalty 3248.084099 = -2536820.754806
  nChanged 14
		SP:Iteration 62Q (124868.390000 sec): 3 clusters
  Score: Raw -2540070.012405 + Penalty 3248.084099 = -2536821.928306
  nChanged 17
		SP:Iteration 63Q (124868.690000 sec): 3 clusters
  Score: Raw -2540071.727222 + Penalty 3248.084099 = -2536823.643123
  nChanged 11
		SP:Iteration 64Q (124869.000000 sec): 3 clusters
  Score: Raw -2540072.976498 + Penalty 3248.084099 = -2536824.892399
  nChanged 13
		SP:Iteration 65Q (124869.300000 sec): 3 clusters
  Score: Raw -2540074.103202 + Penalty 3248.084099 = -2536826.019103
  nChanged 11
		SP:Iteration 66Q (124869.530000 sec): 3 clusters
  Score: Raw -2540075.340788 + Penalty 3248.084099 = -2536827.256688
  nChanged 13
		SP:Iteration 67Q (124869.850000 sec): 3 clusters
  Score: Raw -2540076.330167 + Penalty 3248.084099 = -2536828.246068
  nChanged 12
		SP:Iteration 68Q (124870.110000 sec): 3 clusters
  Score: Raw -2540077.356337 + Penalty 3248.084099 = -2536829.272238
  nChanged 12
		SP:Iteration 69Q (124870.450000 sec): 3 clusters
  Score: Raw -2540078.590049 + Penalty 3248.084099 = -2536830.505950
  nChanged 15
		SP:Iteration 70Q (124870.750000 sec): 3 clusters
  Score: Raw -2540079.912976 + Penalty 3248.084099 = -2536831.828877
  nChanged 13
		SP:Iteration 71Q (124871.050000 sec): 3 clusters
  Score: Raw -2540081.096049 + Penalty 3248.084099 = -2536833.011950
  nChanged 14
		SP:Iteration 72Q (124871.330000 sec): 3 clusters
  Score: Raw -2540082.151948 + Penalty 3248.084099 = -2536834.067849
  nChanged 11
		SP:Iteration 73Q (124871.600000 sec): 3 clusters
  Score: Raw -2540083.283530 + Penalty 3248.084099 = -2536835.199431
  nChanged 13
		SP:Iteration 74Q (124871.890000 sec): 3 clusters
  Score: Raw -2540084.362284 + Penalty 3248.084099 = -2536836.278185
  nChanged 13
		SP:Iteration 75Q (124872.190000 sec): 3 clusters
  Score: Raw -2540085.416957 + Penalty 3248.084099 = -2536837.332858
  nChanged 12
		SP:Iteration 76Q (124872.490000 sec): 3 clusters
  Score: Raw -2540086.893346 + Penalty 3248.084099 = -2536838.809247
  nChanged 17
		SP:Iteration 77Q (124872.790000 sec): 3 clusters
  Score: Raw -2540088.758486 + Penalty 3248.084099 = -2536840.674387
  nChanged 17
		SP:Iteration 78Q (124873.090000 sec): 3 clusters
  Score: Raw -2540090.574778 + Penalty 3248.084099 = -2536842.490679
  nChanged 16
		SP:Iteration 79Q (124873.360000 sec): 3 clusters
  Score: Raw -2540092.684631 + Penalty 3248.084099 = -2536844.600532
  nChanged 19
		SP:Iteration 80F (124873.680000 sec): 3 clusters
  Score: Raw -2540094.900363 + Penalty 3248.084099 = -2536846.816264
  nChanged 24
		SP:Iteration 81Q (124873.960000 sec): 3 clusters
  Score: Raw -2540097.313445 + Penalty 3248.084099 = -2536849.229346
  nChanged 17
		SP:Iteration 82Q (124874.220000 sec): 3 clusters
  Score: Raw -2540099.712863 + Penalty 3248.084099 = -2536851.628764
  nChanged 13
		SP:Iteration 83Q (124874.520000 sec): 3 clusters
  Score: Raw -2540101.226355 + Penalty 3248.084099 = -2536853.142256
  nChanged 11
		SP:Iteration 84Q (124874.830000 sec): 3 clusters
  Score: Raw -2540102.199331 + Penalty 3248.084099 = -2536854.115232
  nChanged 6
		SP:Iteration 85Q (124875.130000 sec): 3 clusters
  Score: Raw -2540102.579690 + Penalty 3248.084099 = -2536854.495591
  nChanged 2
		SP:Iteration 86Q (124875.430000 sec): 3 clusters
  Score: Raw -2540102.708244 + Penalty 3248.084099 = -2536854.624145
  nChanged 1
		SP:Iteration 87Q (124875.730000 sec): 3 clusters
  Score: Raw -2540102.745227 + Penalty 3248.084099 = -2536854.661127
  nChanged 1
		SP:Iteration 88Q (124876.030000 sec): 3 clusters
  Score: Raw -2540102.782851 + Penalty 3248.084099 = -2536854.698752
  nChanged 1
		SP:Iteration 89Q (124876.340000 sec): 3 clusters
  Score: Raw -2540102.849506 + Penalty 3248.084099 = -2536854.765407
  nChanged 2
		SP:Iteration 90Q (124876.640000 sec): 3 clusters
  Score: Raw -2540102.923919 + Penalty 3248.084099 = -2536854.839820
  nChanged 0
		SP:Iteration 91F (124876.980000 sec): 3 clusters
  Score: Raw -2540102.923919 + Penalty 3248.084099 = -2536854.839820
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 47 (1184 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (124877.080000 sec): 2 clusters
  Score: Raw -154541.593146 + Penalty 1149.956245 = -153391.636901
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (124877.260000 sec): 3 clusters
  Score: Raw -154109.501614 + Penalty 2299.912490 = -151809.589124
  nChanged 384
		SP:Iteration 1F (124877.430000 sec): 3 clusters
  Score: Raw -154441.613276 + Penalty 2299.912490 = -152141.700786
  nChanged 109
		SP:Iteration 2F (124877.610000 sec): 3 clusters
  Score: Raw -154555.800998 + Penalty 2299.912490 = -152255.888508
  nChanged 54
		SP:Iteration 3Q (124877.780000 sec): 3 clusters
  Score: Raw -154600.257233 + Penalty 2299.912490 = -152300.344743
  nChanged 44
		SP:Iteration 4Q (124877.960000 sec): 3 clusters
  Score: Raw -154635.157067 + Penalty 2299.912490 = -152335.244577
  nChanged 38
		SP:Iteration 5Q (124878.140000 sec): 3 clusters
  Score: Raw -154668.041414 + Penalty 2299.912490 = -152368.128924
  nChanged 36
		SP:Iteration 6Q (124878.310000 sec): 3 clusters
  Score: Raw -154704.024174 + Penalty 2299.912490 = -152404.111684
  nChanged 30
		SP:Iteration 7Q (124878.490000 sec): 3 clusters
  Score: Raw -154727.604763 + Penalty 2299.912490 = -152427.692273
  nChanged 17
		SP:Iteration 8Q (124878.660000 sec): 3 clusters
  Score: Raw -154750.271005 + Penalty 2299.912490 = -152450.358515
  nChanged 23
		SP:Iteration 9Q (124878.840000 sec): 3 clusters
  Score: Raw -154781.071064 + Penalty 2299.912490 = -152481.158574
  nChanged 21
		SP:Iteration 10Q (124879.020000 sec): 3 clusters
  Score: Raw -154807.304311 + Penalty 2299.912490 = -152507.391821
  nChanged 15
		SP:Iteration 11Q (124879.190000 sec): 3 clusters
  Score: Raw -154819.429329 + Penalty 2299.912490 = -152519.516839
  nChanged 12
		SP:Iteration 12Q (124879.370000 sec): 3 clusters
  Score: Raw -154827.996671 + Penalty 2299.912490 = -152528.084181
  nChanged 11
		SP:Iteration 13Q (124879.540000 sec): 3 clusters
  Score: Raw -154835.879646 + Penalty 2299.912490 = -152535.967156
  nChanged 14
		SP:Iteration 14Q (124879.720000 sec): 3 clusters
  Score: Raw -154848.723763 + Penalty 2299.912490 = -152548.811273
  nChanged 10
		SP:Iteration 15Q (124879.900000 sec): 3 clusters
  Score: Raw -154859.510539 + Penalty 2299.912490 = -152559.598049
  nChanged 13
		SP:Iteration 16Q (124880.070000 sec): 3 clusters
  Score: Raw -154870.407886 + Penalty 2299.912490 = -152570.495396
  nChanged 9
		SP:Iteration 17Q (124880.250000 sec): 3 clusters
  Score: Raw -154877.020634 + Penalty 2299.912490 = -152577.108144
  nChanged 8
		SP:Iteration 18Q (124880.420000 sec): 3 clusters
  Score: Raw -154883.721564 + Penalty 2299.912490 = -152583.809074
  nChanged 7
		SP:Iteration 19Q (124880.600000 sec): 3 clusters
  Score: Raw -154888.936083 + Penalty 2299.912490 = -152589.023593
  nChanged 4
		SP:Iteration 20F (124880.780000 sec): 3 clusters
  Score: Raw -154892.285978 + Penalty 2299.912490 = -152592.373488
  nChanged 4
		SP:Iteration 21Q (124880.950000 sec): 3 clusters
  Score: Raw -154895.056608 + Penalty 2299.912490 = -152595.144118
  nChanged 2
		SP:Iteration 22Q (124881.130000 sec): 3 clusters
  Score: Raw -154897.153102 + Penalty 2299.912490 = -152597.240612
  nChanged 3
		SP:Iteration 23Q (124881.300000 sec): 3 clusters
  Score: Raw -154899.718497 + Penalty 2299.912490 = -152599.806007
  nChanged 1
		SP:Iteration 24Q (124881.480000 sec): 3 clusters
  Score: Raw -154900.041764 + Penalty 2299.912490 = -152600.129274
  nChanged 0
		SP:Iteration 25F (124881.660000 sec): 3 clusters
  Score: Raw -154900.041764 + Penalty 2299.912490 = -152600.129274
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 48 (213 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (124881.740000 sec): 2 clusters
  Score: Raw -16052.996370 + Penalty 871.209977 = -15181.786393
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (124881.920000 sec): 3 clusters
  Score: Raw -16173.583143 + Penalty 1742.419954 = -14431.163189
  nChanged 32
		SP:Iteration 1F (124882.090000 sec): 3 clusters
  Score: Raw -16296.139393 + Penalty 1742.419954 = -14553.719439
  nChanged 13
		SP:Iteration 2F (124882.270000 sec): 3 clusters
  Score: Raw -16364.925616 + Penalty 1742.419954 = -14622.505662
  nChanged 4
		SP:Iteration 3Q (124882.440000 sec): 3 clusters
  Score: Raw -16385.570759 + Penalty 1742.419954 = -14643.150805
  nChanged 3
		SP:Iteration 4Q (124882.620000 sec): 3 clusters
  Score: Raw -16402.319035 + Penalty 1742.419954 = -14659.899081
  nChanged 3
		SP:Iteration 5Q (124882.800000 sec): 3 clusters
  Score: Raw -16414.844973 + Penalty 1742.419954 = -14672.425019
  nChanged 1
		SP:Iteration 6Q (124882.970000 sec): 3 clusters
  Score: Raw -16419.629637 + Penalty 1742.419954 = -14677.209683
  nChanged 2
		SP:Iteration 7Q (124883.150000 sec): 3 clusters
  Score: Raw -16428.439140 + Penalty 1742.419954 = -14686.019187
  nChanged 0
		SP:Iteration 8F (124883.320000 sec): 3 clusters
  Score: Raw -16428.439140 + Penalty 1742.419954 = -14686.019187
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 49 (17238 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (124883.500000 sec): 2 clusters
  Score: Raw -2082179.480884 + Penalty 1585.166623 = -2080594.314260
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (124883.830000 sec): 3 clusters
  Score: Raw -2071995.132279 + Penalty 3170.333247 = -2068824.799033
  nChanged 7692
		SP:Iteration 1F (124884.110000 sec): 3 clusters
  Score: Raw -2076152.134492 + Penalty 3170.333247 = -2072981.801246
  nChanged 848
		SP:Iteration 2Q (124884.410000 sec): 3 clusters
  Score: Raw -2076471.857446 + Penalty 3170.333247 = -2073301.524199
  nChanged 742
		SP:Iteration 3Q (124884.700000 sec): 3 clusters
  Score: Raw -2076754.612709 + Penalty 3170.333247 = -2073584.279462
  nChanged 715
		SP:Iteration 4Q (124885.050000 sec): 3 clusters
  Score: Raw -2077062.392229 + Penalty 3170.333247 = -2073892.058983
  nChanged 736
		SP:Iteration 5Q (124885.340000 sec): 3 clusters
  Score: Raw -2077418.066507 + Penalty 3170.333247 = -2074247.733261
  nChanged 819
		SP:Iteration 6Q (124885.670000 sec): 3 clusters
  Score: Raw -2077899.532896 + Penalty 3170.333247 = -2074729.199649
  nChanged 938
		SP:Iteration 7F (124885.960000 sec): 3 clusters
  Score: Raw -2078546.111047 + Penalty 3170.333247 = -2075375.777800
  nChanged 1080
		SP:Iteration 8F (124886.270000 sec): 3 clusters
  Score: Raw -2079315.539002 + Penalty 3170.333247 = -2076145.205755
  nChanged 1089
		SP:Iteration 9F (124886.460000 sec): 3 clusters
  Score: Raw -2080089.834272 + Penalty 3170.333247 = -2076919.501026
  nChanged 944
		SP:Iteration 10F (124886.730000 sec): 3 clusters
  Score: Raw -2080721.825641 + Penalty 3170.333247 = -2077551.492394
  nChanged 792
		SP:Iteration 11Q (124886.940000 sec): 3 clusters
  Score: Raw -2081252.036710 + Penalty 3170.333247 = -2078081.703463
  nChanged 631
		SP:Iteration 12Q (124887.240000 sec): 3 clusters
  Score: Raw -2081631.751701 + Penalty 3170.333247 = -2078461.418455
  nChanged 501
		SP:Iteration 13Q (124887.510000 sec): 3 clusters
  Score: Raw -2081917.849985 + Penalty 3170.333247 = -2078747.516739
  nChanged 422
		SP:Iteration 14Q (124887.850000 sec): 3 clusters
  Score: Raw -2082190.047045 + Penalty 3170.333247 = -2079019.713799
  nChanged 393
		SP:Iteration 15Q (124888.190000 sec): 3 clusters
  Score: Raw -2082448.405743 + Penalty 3170.333247 = -2079278.072496
  nChanged 353
		SP:Iteration 16Q (124888.490000 sec): 3 clusters
  Score: Raw -2082699.237385 + Penalty 3170.333247 = -2079528.904138
  nChanged 308
		SP:Iteration 17Q (124888.780000 sec): 3 clusters
  Score: Raw -2082922.708604 + Penalty 3170.333247 = -2079752.375357
  nChanged 285
		SP:Iteration 18Q (124889.020000 sec): 3 clusters
  Score: Raw -2083111.086783 + Penalty 3170.333247 = -2079940.753536
  nChanged 225
		SP:Iteration 19Q (124889.240000 sec): 3 clusters
  Score: Raw -2083230.578790 + Penalty 3170.333247 = -2080060.245543
  nChanged 192
		SP:Iteration 20F (124889.550000 sec): 3 clusters
  Score: Raw -2083333.277474 + Penalty 3170.333247 = -2080162.944227
  nChanged 145
		SP:Iteration 21Q (124889.810000 sec): 3 clusters
  Score: Raw -2083397.083895 + Penalty 3170.333247 = -2080226.750648
  nChanged 105
		SP:Iteration 22Q (124890.110000 sec): 3 clusters
  Score: Raw -2083436.614134 + Penalty 3170.333247 = -2080266.280887
  nChanged 98
		SP:Iteration 23Q (124890.410000 sec): 3 clusters
  Score: Raw -2083473.607329 + Penalty 3170.333247 = -2080303.274082
  nChanged 81
		SP:Iteration 24Q (124890.700000 sec): 3 clusters
  Score: Raw -2083501.063698 + Penalty 3170.333247 = -2080330.730451
  nChanged 71
		SP:Iteration 25Q (124891.010000 sec): 3 clusters
  Score: Raw -2083526.169482 + Penalty 3170.333247 = -2080355.836236
  nChanged 74
		SP:Iteration 26Q (124891.350000 sec): 3 clusters
  Score: Raw -2083545.709172 + Penalty 3170.333247 = -2080375.375925
  nChanged 59
		SP:Iteration 27Q (124891.640000 sec): 3 clusters
  Score: Raw -2083560.273299 + Penalty 3170.333247 = -2080389.940052
  nChanged 50
		SP:Iteration 28Q (124891.870000 sec): 3 clusters
  Score: Raw -2083574.069857 + Penalty 3170.333247 = -2080403.736610
  nChanged 41
		SP:Iteration 29Q (124892.240000 sec): 3 clusters
  Score: Raw -2083582.426330 + Penalty 3170.333247 = -2080412.093083
  nChanged 33
		SP:Iteration 30Q (124892.500000 sec): 3 clusters
  Score: Raw -2083589.588726 + Penalty 3170.333247 = -2080419.255480
  nChanged 28
		SP:Iteration 31Q (124892.740000 sec): 3 clusters
  Score: Raw -2083595.758947 + Penalty 3170.333247 = -2080425.425700
  nChanged 20
		SP:Iteration 32Q (124893.040000 sec): 3 clusters
  Score: Raw -2083598.517107 + Penalty 3170.333247 = -2080428.183861
  nChanged 11
		SP:Iteration 33Q (124893.340000 sec): 3 clusters
  Score: Raw -2083599.666123 + Penalty 3170.333247 = -2080429.332876
  nChanged 5
		SP:Iteration 34Q (124893.600000 sec): 3 clusters
  Score: Raw -2083600.097306 + Penalty 3170.333247 = -2080429.764060
  nChanged 9
		SP:Iteration 35Q (124893.850000 sec): 3 clusters
  Score: Raw -2083601.018926 + Penalty 3170.333247 = -2080430.685680
  nChanged 10
		SP:Iteration 36Q (124894.150000 sec): 3 clusters
  Score: Raw -2083602.025538 + Penalty 3170.333247 = -2080431.692291
  nChanged 12
		SP:Iteration 37Q (124894.440000 sec): 3 clusters
  Score: Raw -2083603.546741 + Penalty 3170.333247 = -2080433.213494
  nChanged 12
		SP:Iteration 38Q (124894.700000 sec): 3 clusters
  Score: Raw -2083605.443154 + Penalty 3170.333247 = -2080435.109907
  nChanged 15
		SP:Iteration 39Q (124895.000000 sec): 3 clusters
  Score: Raw -2083607.404712 + Penalty 3170.333247 = -2080437.071466
  nChanged 8
		SP:Iteration 40F (124895.290000 sec): 3 clusters
  Score: Raw -2083608.203595 + Penalty 3170.333247 = -2080437.870348
  nChanged 5
		SP:Iteration 41Q (124895.590000 sec): 3 clusters
  Score: Raw -2083608.503659 + Penalty 3170.333247 = -2080438.170412
  nChanged 5
		SP:Iteration 42Q (124895.880000 sec): 3 clusters
  Score: Raw -2083608.921978 + Penalty 3170.333247 = -2080438.588731
  nChanged 4
		SP:Iteration 43Q (124896.180000 sec): 3 clusters
  Score: Raw -2083609.683047 + Penalty 3170.333247 = -2080439.349801
  nChanged 5
		SP:Iteration 44Q (124896.480000 sec): 3 clusters
  Score: Raw -2083610.176362 + Penalty 3170.333247 = -2080439.843115
  nChanged 5
		SP:Iteration 45Q (124896.740000 sec): 3 clusters
  Score: Raw -2083610.805739 + Penalty 3170.333247 = -2080440.472493
  nChanged 9
		SP:Iteration 46Q (124897.040000 sec): 3 clusters
  Score: Raw -2083611.921179 + Penalty 3170.333247 = -2080441.587933
  nChanged 8
		SP:Iteration 47Q (124897.290000 sec): 3 clusters
  Score: Raw -2083612.640152 + Penalty 3170.333247 = -2080442.306905
  nChanged 6
		SP:Iteration 48Q (124897.520000 sec): 3 clusters
  Score: Raw -2083613.166053 + Penalty 3170.333247 = -2080442.832806
  nChanged 2
		SP:Iteration 49Q (124897.800000 sec): 3 clusters
  Score: Raw -2083613.290291 + Penalty 3170.333247 = -2080442.957045
  nChanged 1
		SP:Iteration 50Q (124898.060000 sec): 3 clusters
  Score: Raw -2083613.442883 + Penalty 3170.333247 = -2080443.109636
  nChanged 2
		SP:Iteration 51Q (124898.260000 sec): 3 clusters
  Score: Raw -2083613.607589 + Penalty 3170.333247 = -2080443.274342
  nChanged 2
		SP:Iteration 52Q (124898.580000 sec): 3 clusters
  Score: Raw -2083613.743321 + Penalty 3170.333247 = -2080443.410075
  nChanged 0
		SP:Iteration 53F (124898.840000 sec): 3 clusters
  Score: Raw -2083613.743321 + Penalty 3170.333247 = -2080443.410075
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 50 (521 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (124898.920000 sec): 2 clusters
  Score: Raw -63580.827223 + Penalty 1016.559382 = -62564.267841
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (124899.090000 sec): 3 clusters
  Score: Raw -63492.777371 + Penalty 2033.118764 = -61459.658608
  nChanged 117
		SP:Iteration 1F (124899.270000 sec): 3 clusters
  Score: Raw -63643.551907 + Penalty 2033.118764 = -61610.433143
  nChanged 33
		SP:Iteration 2F (124899.440000 sec): 3 clusters
  Score: Raw -63700.117140 + Penalty 2033.118764 = -61666.998376
  nChanged 14
		SP:Iteration 3Q (124899.620000 sec): 3 clusters
  Score: Raw -63721.540233 + Penalty 2033.118764 = -61688.421470
  nChanged 5
		SP:Iteration 4Q (124899.800000 sec): 3 clusters
  Score: Raw -63725.997910 + Penalty 2033.118764 = -61692.879147
  nChanged 1
		SP:Iteration 5Q (124899.940000 sec): 3 clusters
  Score: Raw -63727.389009 + Penalty 2033.118764 = -61694.270245
  nChanged 0
		SP:Iteration 6F (124899.950000 sec): 3 clusters
  Score: Raw -63727.389009 + Penalty 2033.118764 = -61694.270245
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 51 (13363 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (124900.090000 sec): 2 clusters
  Score: Raw -1694037.749886 + Penalty 1543.789808 = -1692493.960078
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (124900.390000 sec): 3 clusters
  Score: Raw -1686349.567620 + Penalty 3087.579616 = -1683261.988004
  nChanged 5764
		SP:Iteration 1F (124900.670000 sec): 3 clusters
  Score: Raw -1689278.035279 + Penalty 3087.579616 = -1686190.455663
  nChanged 721
		SP:Iteration 2F (124900.910000 sec): 3 clusters
  Score: Raw -1689551.515052 + Penalty 3087.579616 = -1686463.935436
  nChanged 642
		SP:Iteration 3Q (124901.110000 sec): 3 clusters
  Score: Raw -1689791.331556 + Penalty 3087.579616 = -1686703.751940
  nChanged 564
		SP:Iteration 4Q (124901.380000 sec): 3 clusters
  Score: Raw -1689981.395289 + Penalty 3087.579616 = -1686893.815673
  nChanged 497
		SP:Iteration 5Q (124901.700000 sec): 3 clusters
  Score: Raw -1690155.809346 + Penalty 3087.579616 = -1687068.229730
  nChanged 463
		SP:Iteration 6Q (124901.980000 sec): 3 clusters
  Score: Raw -1690335.659463 + Penalty 3087.579616 = -1687248.079847
  nChanged 486
		SP:Iteration 7Q (124902.260000 sec): 3 clusters
  Score: Raw -1690569.868274 + Penalty 3087.579616 = -1687482.288658
  nChanged 593
		SP:Iteration 8Q (124902.550000 sec): 3 clusters
  Score: Raw -1690882.520847 + Penalty 3087.579616 = -1687794.941231
  nChanged 673
		SP:Iteration 9F (124902.820000 sec): 3 clusters
  Score: Raw -1691295.942002 + Penalty 3087.579616 = -1688208.362386
  nChanged 741
		SP:Iteration 10F (124903.060000 sec): 3 clusters
  Score: Raw -1691815.772971 + Penalty 3087.579616 = -1688728.193355
  nChanged 791
		SP:Iteration 11F (124903.340000 sec): 3 clusters
  Score: Raw -1692455.301538 + Penalty 3087.579616 = -1689367.721922
  nChanged 697
		SP:Iteration 12F (124903.580000 sec): 3 clusters
  Score: Raw -1693054.844556 + Penalty 3087.579616 = -1689967.264940
  nChanged 524
		SP:Iteration 13Q (124903.810000 sec): 3 clusters
  Score: Raw -1693513.208929 + Penalty 3087.579616 = -1690425.629313
  nChanged 325
		SP:Iteration 14Q (124904.110000 sec): 3 clusters
  Score: Raw -1693819.091315 + Penalty 3087.579616 = -1690731.511699
  nChanged 189
		SP:Iteration 15Q (124904.360000 sec): 3 clusters
  Score: Raw -1693984.095136 + Penalty 3087.579616 = -1690896.515520
  nChanged 93
		SP:Iteration 16Q (124904.640000 sec): 3 clusters
  Score: Raw -1694060.687738 + Penalty 3087.579616 = -1690973.108121
  nChanged 53
		SP:Iteration 17Q (124904.850000 sec): 3 clusters
  Score: Raw -1694118.641216 + Penalty 3087.579616 = -1691031.061599
  nChanged 26
		SP:Iteration 18Q (124905.100000 sec): 3 clusters
  Score: Raw -1694153.011055 + Penalty 3087.579616 = -1691065.431439
  nChanged 20
		SP:Iteration 19Q (124905.310000 sec): 3 clusters
  Score: Raw -1694176.635024 + Penalty 3087.579616 = -1691089.055408
  nChanged 17
		SP:Iteration 20F (124905.540000 sec): 3 clusters
  Score: Raw -1694196.978534 + Penalty 3087.579616 = -1691109.398917
  nChanged 12
		SP:Iteration 21Q (124905.820000 sec): 3 clusters
  Score: Raw -1694214.803634 + Penalty 3087.579616 = -1691127.224018
  nChanged 12
		SP:Iteration 22Q (124906.110000 sec): 3 clusters
  Score: Raw -1694229.103579 + Penalty 3087.579616 = -1691141.523962
  nChanged 4
		SP:Iteration 23Q (124906.320000 sec): 3 clusters
  Score: Raw -1694233.946488 + Penalty 3087.579616 = -1691146.366872
  nChanged 4
		SP:Iteration 24Q (124906.560000 sec): 3 clusters
  Score: Raw -1694241.867924 + Penalty 3087.579616 = -1691154.288307
  nChanged 6
		SP:Iteration 25Q (124906.840000 sec): 3 clusters
  Score: Raw -1694248.445273 + Penalty 3087.579616 = -1691160.865657
  nChanged 2
		SP:Iteration 26Q (124907.050000 sec): 3 clusters
  Score: Raw -1694252.335891 + Penalty 3087.579616 = -1691164.756275
  nChanged 3
		SP:Iteration 27Q (124907.300000 sec): 3 clusters
  Score: Raw -1694257.424226 + Penalty 3087.579616 = -1691169.844610
  nChanged 2
		SP:Iteration 28Q (124907.590000 sec): 3 clusters
  Score: Raw -1694259.241497 + Penalty 3087.579616 = -1691171.661881
  nChanged 1
		SP:Iteration 29Q (124907.870000 sec): 3 clusters
  Score: Raw -1694260.532358 + Penalty 3087.579616 = -1691172.952742
  nChanged 0
		SP:Iteration 30F (124908.040000 sec): 3 clusters
  Score: Raw -1694260.532358 + Penalty 3087.579616 = -1691172.952742
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 52 (161 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (124908.090000 sec): 2 clusters
  Score: Raw -12907.624373 + Penalty 825.728209 = -12081.896163
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (124908.270000 sec): 3 clusters
  Score: Raw -13077.072981 + Penalty 1651.456419 = -11425.616562
  nChanged 25
		SP:Iteration 1F (124908.450000 sec): 3 clusters
  Score: Raw -13217.967418 + Penalty 1651.456419 = -11566.510999
  nChanged 7
		SP:Iteration 2Q (124908.620000 sec): 3 clusters
  Score: Raw -13246.828584 + Penalty 1651.456419 = -11595.372166
  nChanged 5
		SP:Iteration 3Q (124908.800000 sec): 3 clusters
  Score: Raw -13290.090581 + Penalty 1651.456419 = -11638.634163
  nChanged 3
		SP:Iteration 4Q (124908.970000 sec): 3 clusters
  Score: Raw -13310.660271 + Penalty 1651.456419 = -11659.203853
  nChanged 2
		SP:Iteration 5Q (124909.150000 sec): 3 clusters
  Score: Raw -13320.985348 + Penalty 1651.456419 = -11669.528929
  nChanged 2
		SP:Iteration 6Q (124909.330000 sec): 3 clusters
  Score: Raw -13336.983790 + Penalty 1651.456419 = -11685.527371
  nChanged 4
		SP:Iteration 7Q (124909.500000 sec): 3 clusters
  Score: Raw -13366.181693 + Penalty 1651.456419 = -11714.725274
  nChanged 2
		SP:Iteration 8Q (124909.680000 sec): 3 clusters
  Score: Raw -13379.316185 + Penalty 1651.456419 = -11727.859766
  nChanged 2
		SP:Iteration 9Q (124909.860000 sec): 3 clusters
  Score: Raw -13396.781474 + Penalty 1651.456419 = -11745.325056
  nChanged 0
		SP:Iteration 10F (124909.900000 sec): 3 clusters
  Score: Raw -13396.781474 + Penalty 1651.456419 = -11745.325056
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 53 (316 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (124909.930000 sec): 2 clusters
  Score: Raw -35791.683634 + Penalty 935.308110 = -34856.375524
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (124909.940000 sec): 3 clusters
  Score: Raw -35853.329648 + Penalty 1870.616219 = -33982.713428
  nChanged 67
		SP:Iteration 1F (124909.940000 sec): 3 clusters
  Score: Raw -36006.728572 + Penalty 1870.616219 = -34136.112353
  nChanged 16
		SP:Iteration 2F (124909.960000 sec): 3 clusters
  Score: Raw -36051.194079 + Penalty 1870.616219 = -34180.577860
  nChanged 4
		SP:Iteration 3Q (124909.960000 sec): 3 clusters
  Score: Raw -36056.681070 + Penalty 1870.616219 = -34186.064850
  nChanged 0
		SP:Iteration 4F (124909.970000 sec): 3 clusters
  Score: Raw -36056.681070 + Penalty 1870.616219 = -34186.064850
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 54 (2260 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (124910.060000 sec): 2 clusters
  Score: Raw -252981.740815 + Penalty 1255.007015 = -251726.733800
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (124910.160000 sec): 3 clusters
  Score: Raw -252066.385996 + Penalty 2510.014030 = -249556.371966
  nChanged 815
		SP:Iteration 1F (124910.210000 sec): 3 clusters
  Score: Raw -252885.034049 + Penalty 2510.014030 = -250375.020019
  nChanged 247
		SP:Iteration 2F (124910.250000 sec): 3 clusters
  Score: Raw -253242.620455 + Penalty 2510.014030 = -250732.606425
  nChanged 179
		SP:Iteration 3F (124910.330000 sec): 3 clusters
  Score: Raw -253508.567624 + Penalty 2510.014030 = -250998.553594
  nChanged 131
		SP:Iteration 4F (124910.400000 sec): 3 clusters
  Score: Raw -253678.849947 + Penalty 2510.014030 = -251168.835917
  nChanged 115
		SP:Iteration 5F (124910.440000 sec): 3 clusters
  Score: Raw -253794.825821 + Penalty 2510.014030 = -251284.811791
  nChanged 77
		SP:Iteration 6Q (124910.480000 sec): 3 clusters
  Score: Raw -253861.956033 + Penalty 2510.014030 = -251351.942003
  nChanged 53
		SP:Iteration 7Q (124910.530000 sec): 3 clusters
  Score: Raw -253902.367568 + Penalty 2510.014030 = -251392.353538
  nChanged 31
		SP:Iteration 8Q (124910.570000 sec): 3 clusters
  Score: Raw -253922.157194 + Penalty 2510.014030 = -251412.143164
  nChanged 17
		SP:Iteration 9Q (124910.610000 sec): 3 clusters
  Score: Raw -253933.563729 + Penalty 2510.014030 = -251423.549699
  nChanged 12
		SP:Iteration 10Q (124910.650000 sec): 3 clusters
  Score: Raw -253948.861341 + Penalty 2510.014030 = -251438.847311
  nChanged 20
		SP:Iteration 11Q (124910.700000 sec): 3 clusters
  Score: Raw -253966.708754 + Penalty 2510.014030 = -251456.694724
  nChanged 14
		SP:Iteration 12Q (124910.740000 sec): 3 clusters
  Score: Raw -253973.345348 + Penalty 2510.014030 = -251463.331318
  nChanged 11
		SP:Iteration 13Q (124910.780000 sec): 3 clusters
  Score: Raw -253981.258514 + Penalty 2510.014030 = -251471.244484
  nChanged 11
		SP:Iteration 14Q (124910.820000 sec): 3 clusters
  Score: Raw -253989.926929 + Penalty 2510.014030 = -251479.912899
  nChanged 1
		SP:Iteration 15Q (124910.860000 sec): 3 clusters
  Score: Raw -253990.936901 + Penalty 2510.014030 = -251480.922871
  nChanged 4
		SP:Iteration 16Q (124910.910000 sec): 3 clusters
  Score: Raw -253992.047801 + Penalty 2510.014030 = -251482.033772
  nChanged 4
		SP:Iteration 17Q (124910.950000 sec): 3 clusters
  Score: Raw -253993.359749 + Penalty 2510.014030 = -251483.345719
  nChanged 2
		SP:Iteration 18Q (124910.990000 sec): 3 clusters
  Score: Raw -253994.065138 + Penalty 2510.014030 = -251484.051108
  nChanged 4
		SP:Iteration 19Q (124911.040000 sec): 3 clusters
  Score: Raw -253995.795743 + Penalty 2510.014030 = -251485.781713
  nChanged 3
		SP:Iteration 20F (124911.080000 sec): 3 clusters
  Score: Raw -253997.023595 + Penalty 2510.014030 = -251487.009565
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 55 (8826 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (124911.270000 sec): 2 clusters
  Score: Raw -1060261.857442 + Penalty 1476.386793 = -1058785.470649
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (124911.440000 sec): 3 clusters
  Score: Raw -1055354.394427 + Penalty 2952.773587 = -1052401.620841
  nChanged 3739
		SP:Iteration 1F (124911.630000 sec): 3 clusters
  Score: Raw -1057238.744600 + Penalty 2952.773587 = -1054285.971014
  nChanged 527
		SP:Iteration 2F (124911.820000 sec): 3 clusters
  Score: Raw -1057470.540817 + Penalty 2952.773587 = -1054517.767231
  nChanged 448
		SP:Iteration 3F (124912.010000 sec): 3 clusters
  Score: Raw -1057678.149798 + Penalty 2952.773587 = -1054725.376212
  nChanged 419
		SP:Iteration 4Q (124912.200000 sec): 3 clusters
  Score: Raw -1057888.765343 + Penalty 2952.773587 = -1054935.991757
  nChanged 413
		SP:Iteration 5Q (124912.400000 sec): 3 clusters
  Score: Raw -1058110.679129 + Penalty 2952.773587 = -1055157.905542
  nChanged 407
		SP:Iteration 6Q (124912.590000 sec): 3 clusters
  Score: Raw -1058345.502231 + Penalty 2952.773587 = -1055392.728644
  nChanged 437
		SP:Iteration 7Q (124912.780000 sec): 3 clusters
  Score: Raw -1058622.677303 + Penalty 2952.773587 = -1055669.903716
  nChanged 491
		SP:Iteration 8F (124912.980000 sec): 3 clusters
  Score: Raw -1058997.466751 + Penalty 2952.773587 = -1056044.693164
  nChanged 516
		SP:Iteration 9F (124913.160000 sec): 3 clusters
  Score: Raw -1059379.243877 + Penalty 2952.773587 = -1056426.470290
  nChanged 435
		SP:Iteration 10Q (124913.360000 sec): 3 clusters
  Score: Raw -1059729.413801 + Penalty 2952.773587 = -1056776.640214
  nChanged 372
		SP:Iteration 11Q (124913.550000 sec): 3 clusters
  Score: Raw -1060029.341541 + Penalty 2952.773587 = -1057076.567954
  nChanged 289
		SP:Iteration 12Q (124913.740000 sec): 3 clusters
  Score: Raw -1060249.217936 + Penalty 2952.773587 = -1057296.444350
  nChanged 229
		SP:Iteration 13Q (124913.940000 sec): 3 clusters
  Score: Raw -1060405.672119 + Penalty 2952.773587 = -1057452.898532
  nChanged 175
		SP:Iteration 14Q (124914.130000 sec): 3 clusters
  Score: Raw -1060509.512680 + Penalty 2952.773587 = -1057556.739093
  nChanged 136
		SP:Iteration 15Q (124914.330000 sec): 3 clusters
  Score: Raw -1060576.439145 + Penalty 2952.773587 = -1057623.665559
  nChanged 88
		SP:Iteration 16Q (124914.510000 sec): 3 clusters
  Score: Raw -1060609.392802 + Penalty 2952.773587 = -1057656.619215
  nChanged 60
		SP:Iteration 17Q (124914.710000 sec): 3 clusters
  Score: Raw -1060630.066516 + Penalty 2952.773587 = -1057677.292929
  nChanged 53
		SP:Iteration 18Q (124914.900000 sec): 3 clusters
  Score: Raw -1060645.181896 + Penalty 2952.773587 = -1057692.408309
  nChanged 40
		SP:Iteration 19Q (124915.100000 sec): 3 clusters
  Score: Raw -1060656.934559 + Penalty 2952.773587 = -1057704.160972
  nChanged 39
		SP:Iteration 20F (124915.290000 sec): 3 clusters
  Score: Raw -1060668.643066 + Penalty 2952.773587 = -1057715.869480
  nChanged 37
		SP:Iteration 21Q (124915.480000 sec): 3 clusters
  Score: Raw -1060677.282681 + Penalty 2952.773587 = -1057724.509094
  nChanged 37
		SP:Iteration 22Q (124915.670000 sec): 3 clusters
  Score: Raw -1060687.214049 + Penalty 2952.773587 = -1057734.440462
  nChanged 28
		SP:Iteration 23Q (124915.870000 sec): 3 clusters
  Score: Raw -1060694.621232 + Penalty 2952.773587 = -1057741.847645
  nChanged 25
		SP:Iteration 24Q (124916.060000 sec): 3 clusters
  Score: Raw -1060701.208203 + Penalty 2952.773587 = -1057748.434616
  nChanged 30
		SP:Iteration 25Q (124916.250000 sec): 3 clusters
  Score: Raw -1060709.657257 + Penalty 2952.773587 = -1057756.883670
  nChanged 23
		SP:Iteration 26Q (124916.450000 sec): 3 clusters
  Score: Raw -1060715.152591 + Penalty 2952.773587 = -1057762.379004
  nChanged 21
		SP:Iteration 27Q (124916.640000 sec): 3 clusters
  Score: Raw -1060719.669091 + Penalty 2952.773587 = -1057766.895504
  nChanged 18
		SP:Iteration 28Q (124916.830000 sec): 3 clusters
  Score: Raw -1060724.790397 + Penalty 2952.773587 = -1057772.016811
  nChanged 18
		SP:Iteration 29Q (124917.030000 sec): 3 clusters
  Score: Raw -1060730.378301 + Penalty 2952.773587 = -1057777.604714
  nChanged 25
		SP:Iteration 30Q (124917.210000 sec): 3 clusters
  Score: Raw -1060736.752678 + Penalty 2952.773587 = -1057783.979092
  nChanged 19
		SP:Iteration 31Q (124917.410000 sec): 3 clusters
  Score: Raw -1060742.338877 + Penalty 2952.773587 = -1057789.565290
  nChanged 18
		SP:Iteration 32Q (124917.600000 sec): 3 clusters
  Score: Raw -1060747.058948 + Penalty 2952.773587 = -1057794.285362
  nChanged 16
		SP:Iteration 33Q (124917.790000 sec): 3 clusters
  Score: Raw -1060750.032125 + Penalty 2952.773587 = -1057797.258539
  nChanged 8
		SP:Iteration 34Q (124917.990000 sec): 3 clusters
  Score: Raw -1060751.793533 + Penalty 2952.773587 = -1057799.019946
  nChanged 11
		SP:Iteration 35Q (124918.180000 sec): 3 clusters
  Score: Raw -1060754.475703 + Penalty 2952.773587 = -1057801.702116
  nChanged 18
		SP:Iteration 36Q (124918.370000 sec): 3 clusters
  Score: Raw -1060759.574826 + Penalty 2952.773587 = -1057806.801239
  nChanged 17
		SP:Iteration 37Q (124918.570000 sec): 3 clusters
  Score: Raw -1060763.716796 + Penalty 2952.773587 = -1057810.943209
  nChanged 23
		SP:Iteration 38Q (124918.760000 sec): 3 clusters
  Score: Raw -1060769.887647 + Penalty 2952.773587 = -1057817.114060
  nChanged 21
		SP:Iteration 39Q (124918.950000 sec): 3 clusters
  Score: Raw -1060776.708373 + Penalty 2952.773587 = -1057823.934786
  nChanged 16
		SP:Iteration 40F (124919.140000 sec): 3 clusters
  Score: Raw -1060781.390217 + Penalty 2952.773587 = -1057828.616630
  nChanged 14
		SP:Iteration 41Q (124919.330000 sec): 3 clusters
  Score: Raw -1060784.238526 + Penalty 2952.773587 = -1057831.464939
  nChanged 12
		SP:Iteration 42Q (124919.530000 sec): 3 clusters
  Score: Raw -1060786.209376 + Penalty 2952.773587 = -1057833.435789
  nChanged 10
		SP:Iteration 43Q (124919.720000 sec): 3 clusters
  Score: Raw -1060788.266369 + Penalty 2952.773587 = -1057835.492782
  nChanged 8
		SP:Iteration 44Q (124919.910000 sec): 3 clusters
  Score: Raw -1060789.890430 + Penalty 2952.773587 = -1057837.116844
  nChanged 10
		SP:Iteration 45Q (124920.100000 sec): 3 clusters
  Score: Raw -1060792.516105 + Penalty 2952.773587 = -1057839.742518
  nChanged 14
		SP:Iteration 46Q (124920.300000 sec): 3 clusters
  Score: Raw -1060797.152994 + Penalty 2952.773587 = -1057844.379407
  nChanged 11
		SP:Iteration 47Q (124920.440000 sec): 3 clusters
  Score: Raw -1060799.218003 + Penalty 2952.773587 = -1057846.444416
  nChanged 6
		SP:Iteration 48Q (124920.650000 sec): 3 clusters
  Score: Raw -1060800.566852 + Penalty 2952.773587 = -1057847.793265
  nChanged 5
		SP:Iteration 49Q (124920.840000 sec): 3 clusters
  Score: Raw -1060802.183020 + Penalty 2952.773587 = -1057849.409433
  nChanged 8
		SP:Iteration 50Q (124921.030000 sec): 3 clusters
  Score: Raw -1060804.371943 + Penalty 2952.773587 = -1057851.598357
  nChanged 8
		SP:Iteration 51Q (124921.180000 sec): 3 clusters
  Score: Raw -1060805.836917 + Penalty 2952.773587 = -1057853.063331
  nChanged 8
		SP:Iteration 52Q (124921.370000 sec): 3 clusters
  Score: Raw -1060807.918276 + Penalty 2952.773587 = -1057855.144689
  nChanged 8
		SP:Iteration 53Q (124921.570000 sec): 3 clusters
  Score: Raw -1060809.534985 + Penalty 2952.773587 = -1057856.761398
  nChanged 8
		SP:Iteration 54Q (124921.760000 sec): 3 clusters
  Score: Raw -1060811.211584 + Penalty 2952.773587 = -1057858.437997
  nChanged 11
		SP:Iteration 55Q (124921.940000 sec): 3 clusters
  Score: Raw -1060813.462235 + Penalty 2952.773587 = -1057860.688649
  nChanged 11
		SP:Iteration 56Q (124922.150000 sec): 3 clusters
  Score: Raw -1060815.272808 + Penalty 2952.773587 = -1057862.499222
  nChanged 7
		SP:Iteration 57Q (124922.370000 sec): 3 clusters
  Score: Raw -1060816.612958 + Penalty 2952.773587 = -1057863.839371
  nChanged 8
		SP:Iteration 58Q (124922.560000 sec): 3 clusters
  Score: Raw -1060818.070488 + Penalty 2952.773587 = -1057865.296902
  nChanged 10
		SP:Iteration 59Q (124922.750000 sec): 3 clusters
  Score: Raw -1060820.269992 + Penalty 2952.773587 = -1057867.496405
  nChanged 12
		SP:Iteration 60F (124922.940000 sec): 3 clusters
  Score: Raw -1060823.017294 + Penalty 2952.773587 = -1057870.243707
  nChanged 7
		SP:Iteration 61Q (124923.140000 sec): 3 clusters
  Score: Raw -1060824.737445 + Penalty 2952.773587 = -1057871.963859
  nChanged 8
		SP:Iteration 62Q (124923.330000 sec): 3 clusters
  Score: Raw -1060825.993033 + Penalty 2952.773587 = -1057873.219447
  nChanged 6
		SP:Iteration 63Q (124923.520000 sec): 3 clusters
  Score: Raw -1060827.576025 + Penalty 2952.773587 = -1057874.802439
  nChanged 11
		SP:Iteration 64Q (124923.720000 sec): 3 clusters
  Score: Raw -1060831.716542 + Penalty 2952.773587 = -1057878.942955
  nChanged 14
		SP:Iteration 65Q (124923.910000 sec): 3 clusters
  Score: Raw -1060835.206778 + Penalty 2952.773587 = -1057882.433191
  nChanged 12
		SP:Iteration 66Q (124924.100000 sec): 3 clusters
  Score: Raw -1060837.964045 + Penalty 2952.773587 = -1057885.190458
  nChanged 9
		SP:Iteration 67Q (124924.290000 sec): 3 clusters
  Score: Raw -1060839.725295 + Penalty 2952.773587 = -1057886.951708
  nChanged 4
		SP:Iteration 68Q (124924.500000 sec): 3 clusters
  Score: Raw -1060840.434238 + Penalty 2952.773587 = -1057887.660651
  nChanged 1
		SP:Iteration 69Q (124924.690000 sec): 3 clusters
  Score: Raw -1060840.562089 + Penalty 2952.773587 = -1057887.788502
  nChanged 1
		SP:Iteration 70Q (124924.880000 sec): 3 clusters
  Score: Raw -1060840.694935 + Penalty 2952.773587 = -1057887.921349
  nChanged 1
		SP:Iteration 71Q (124925.070000 sec): 3 clusters
  Score: Raw -1060840.902628 + Penalty 2952.773587 = -1057888.129041
  nChanged 2
		SP:Iteration 72Q (124925.260000 sec): 3 clusters
  Score: Raw -1060841.273368 + Penalty 2952.773587 = -1057888.499781
  nChanged 5
		SP:Iteration 73Q (124925.380000 sec): 3 clusters
  Score: Raw -1060842.166707 + Penalty 2952.773587 = -1057889.393120
  nChanged 3
		SP:Iteration 74Q (124925.610000 sec): 3 clusters
  Score: Raw -1060842.671501 + Penalty 2952.773587 = -1057889.897914
  nChanged 0
		SP:Iteration 75F (124925.740000 sec): 3 clusters
  Score: Raw -1060842.671501 + Penalty 2952.773587 = -1057889.897914
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 56 (109 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (124925.810000 sec): 2 clusters
  Score: Raw -6567.019590 + Penalty 762.344031 = -5804.675559
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (124925.810000 sec): 3 clusters
  Score: Raw -6773.438784 + Penalty 1524.688062 = -5248.750722
  nChanged 13
		SP:Iteration 1F (124925.820000 sec): 3 clusters
  Score: Raw -6891.007337 + Penalty 1524.688062 = -5366.319275
  nChanged 3
		SP:Iteration 2Q (124925.820000 sec): 3 clusters
  Score: Raw -6911.524453 + Penalty 1524.688062 = -5386.836392
  nChanged 0
		SP:Iteration 3F (124925.820000 sec): 3 clusters
  Score: Raw -6911.524453 + Penalty 1524.688062 = -5386.836392
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 57 (4042 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (124925.910000 sec): 2 clusters
  Score: Raw -491904.364108 + Penalty 1349.480421 = -490554.883687
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (124926.080000 sec): 3 clusters
  Score: Raw -489942.836287 + Penalty 2698.960842 = -487243.875445
  nChanged 1570
		SP:Iteration 1F (124926.260000 sec): 3 clusters
  Score: Raw -490813.254140 + Penalty 2698.960842 = -488114.293299
  nChanged 266
		SP:Iteration 2F (124926.440000 sec): 3 clusters
  Score: Raw -490935.953166 + Penalty 2698.960842 = -488236.992324
  nChanged 171
		SP:Iteration 3Q (124926.610000 sec): 3 clusters
  Score: Raw -491016.503431 + Penalty 2698.960842 = -488317.542589
  nChanged 129
		SP:Iteration 4Q (124926.790000 sec): 3 clusters
  Score: Raw -491080.335197 + Penalty 2698.960842 = -488381.374355
  nChanged 118
		SP:Iteration 5Q (124926.960000 sec): 3 clusters
  Score: Raw -491143.727634 + Penalty 2698.960842 = -488444.766793
  nChanged 125
		SP:Iteration 6Q (124927.140000 sec): 3 clusters
  Score: Raw -491203.647127 + Penalty 2698.960842 = -488504.686285
  nChanged 118
		SP:Iteration 7Q (124927.310000 sec): 3 clusters
  Score: Raw -491264.230035 + Penalty 2698.960842 = -488565.269193
  nChanged 125
		SP:Iteration 8Q (124927.490000 sec): 3 clusters
  Score: Raw -491331.548775 + Penalty 2698.960842 = -488632.587934
  nChanged 121
		SP:Iteration 9Q (124927.660000 sec): 3 clusters
  Score: Raw -491401.082126 + Penalty 2698.960842 = -488702.121285
  nChanged 113
		SP:Iteration 10Q (124927.840000 sec): 3 clusters
  Score: Raw -491463.944188 + Penalty 2698.960842 = -488764.983347
  nChanged 108
		SP:Iteration 11Q (124928.020000 sec): 3 clusters
  Score: Raw -491525.715198 + Penalty 2698.960842 = -488826.754356
  nChanged 121
		SP:Iteration 12Q (124928.190000 sec): 3 clusters
  Score: Raw -491604.921759 + Penalty 2698.960842 = -488905.960917
  nChanged 115
		SP:Iteration 13Q (124928.370000 sec): 3 clusters
  Score: Raw -491669.269984 + Penalty 2698.960842 = -488970.309143
  nChanged 87
		SP:Iteration 14Q (124928.540000 sec): 3 clusters
  Score: Raw -491724.870276 + Penalty 2698.960842 = -489025.909434
  nChanged 85
		SP:Iteration 15Q (124928.720000 sec): 3 clusters
  Score: Raw -491783.803941 + Penalty 2698.960842 = -489084.843099
  nChanged 77
		SP:Iteration 16Q (124928.900000 sec): 3 clusters
  Score: Raw -491834.186760 + Penalty 2698.960842 = -489135.225918
  nChanged 58
		SP:Iteration 17Q (124929.070000 sec): 3 clusters
  Score: Raw -491873.549990 + Penalty 2698.960842 = -489174.589148
  nChanged 44
		SP:Iteration 18Q (124929.230000 sec): 3 clusters
  Score: Raw -491897.211441 + Penalty 2698.960842 = -489198.250599
  nChanged 37
		SP:Iteration 19Q (124929.400000 sec): 3 clusters
  Score: Raw -491922.111786 + Penalty 2698.960842 = -489223.150944
  nChanged 35
		SP:Iteration 20F (124929.560000 sec): 3 clusters
  Score: Raw -491943.218918 + Penalty 2698.960842 = -489244.258076
  nChanged 25
		SP:Iteration 21Q (124929.720000 sec): 3 clusters
  Score: Raw -491958.149215 + Penalty 2698.960842 = -489259.188373
  nChanged 21
		SP:Iteration 22Q (124929.900000 sec): 3 clusters
  Score: Raw -491972.254601 + Penalty 2698.960842 = -489273.293760
  nChanged 15
		SP:Iteration 23Q (124930.080000 sec): 3 clusters
  Score: Raw -491981.684550 + Penalty 2698.960842 = -489282.723708
  nChanged 18
		SP:Iteration 24Q (124930.250000 sec): 3 clusters
  Score: Raw -491992.676902 + Penalty 2698.960842 = -489293.716061
  nChanged 13
		SP:Iteration 25Q (124930.430000 sec): 3 clusters
  Score: Raw -492002.521440 + Penalty 2698.960842 = -489303.560598
  nChanged 9
		SP:Iteration 26Q (124930.600000 sec): 3 clusters
  Score: Raw -492006.752785 + Penalty 2698.960842 = -489307.791943
  nChanged 3
		SP:Iteration 27Q (124930.780000 sec): 3 clusters
  Score: Raw -492008.528358 + Penalty 2698.960842 = -489309.567516
  nChanged 3
		SP:Iteration 28Q (124930.960000 sec): 3 clusters
  Score: Raw -492010.507294 + Penalty 2698.960842 = -489311.546452
  nChanged 4
		SP:Iteration 29Q (124931.130000 sec): 3 clusters
  Score: Raw -492014.746221 + Penalty 2698.960842 = -489315.785379
  nChanged 6
		SP:Iteration 30Q (124931.310000 sec): 3 clusters
  Score: Raw -492020.094183 + Penalty 2698.960842 = -489321.133342
  nChanged 8
		SP:Iteration 31Q (124931.440000 sec): 3 clusters
  Score: Raw -492026.178307 + Penalty 2698.960842 = -489327.217465
  nChanged 2
		SP:Iteration 32Q (124931.510000 sec): 3 clusters
  Score: Raw -492027.296944 + Penalty 2698.960842 = -489328.336102
  nChanged 2
		SP:Iteration 33Q (124931.580000 sec): 3 clusters
  Score: Raw -492029.145086 + Penalty 2698.960842 = -489330.184245
  nChanged 3
		SP:Iteration 34Q (124931.650000 sec): 3 clusters
  Score: Raw -492030.918638 + Penalty 2698.960842 = -489331.957796
  nChanged 1
		SP:Iteration 35Q (124931.720000 sec): 3 clusters
  Score: Raw -492031.405728 + Penalty 2698.960842 = -489332.444886
  nChanged 1
		SP:Iteration 36Q (124931.800000 sec): 3 clusters
  Score: Raw -492032.268856 + Penalty 2698.960842 = -489333.308014
  nChanged 3
		SP:Iteration 37Q (124931.860000 sec): 3 clusters
  Score: Raw -492034.411405 + Penalty 2698.960842 = -489335.450563
  nChanged 3
		SP:Iteration 38Q (124931.940000 sec): 3 clusters
  Score: Raw -492036.840742 + Penalty 2698.960842 = -489337.879900
  nChanged 4
		SP:Iteration 39Q (124932.000000 sec): 3 clusters
  Score: Raw -492038.524135 + Penalty 2698.960842 = -489339.563294
  nChanged 3
		SP:Iteration 40F (124932.070000 sec): 3 clusters
  Score: Raw -492040.614767 + Penalty 2698.960842 = -489341.653925
  nChanged 5
		SP:Iteration 41Q (124932.140000 sec): 3 clusters
  Score: Raw -492044.615902 + Penalty 2698.960842 = -489345.655060
  nChanged 2
		SP:Iteration 42Q (124932.210000 sec): 3 clusters
  Score: Raw -492046.065152 + Penalty 2698.960842 = -489347.104310
  nChanged 0
		SP:Iteration 43F (124932.280000 sec): 3 clusters
  Score: Raw -492046.065152 + Penalty 2698.960842 = -489347.104310
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 58 (257 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (124932.320000 sec): 2 clusters
  Score: Raw -22479.329543 + Penalty 901.724864 = -21577.604679
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (124932.330000 sec): 3 clusters
  Score: Raw -22565.517591 + Penalty 1803.449728 = -20762.067863
  nChanged 48
		SP:Iteration 1F (124932.340000 sec): 3 clusters
  Score: Raw -22687.863667 + Penalty 1803.449728 = -20884.413939
  nChanged 14
		SP:Iteration 2F (124932.350000 sec): 3 clusters
  Score: Raw -22745.580627 + Penalty 1803.449728 = -20942.130899
  nChanged 6
		SP:Iteration 3Q (124932.360000 sec): 3 clusters
  Score: Raw -22794.621590 + Penalty 1803.449728 = -20991.171863
  nChanged 2
		SP:Iteration 4Q (124932.360000 sec): 3 clusters
  Score: Raw -22800.032427 + Penalty 1803.449728 = -20996.582700
  nChanged 4
		SP:Iteration 5Q (124932.370000 sec): 3 clusters
  Score: Raw -22807.706804 + Penalty 1803.449728 = -21004.257076
  nChanged 1
		SP:Iteration 6Q (124932.380000 sec): 3 clusters
  Score: Raw -22809.624644 + Penalty 1803.449728 = -21006.174916
  nChanged 0
		SP:Iteration 7F (124932.390000 sec): 3 clusters
  Score: Raw -22809.624644 + Penalty 1803.449728 = -21006.174916
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 59 (109 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (124932.420000 sec): 2 clusters
  Score: Raw -5540.342475 + Penalty 762.344031 = -4777.998444
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (124932.420000 sec): 3 clusters
  Score: Raw -5762.019188 + Penalty 1524.688062 = -4237.331126
  nChanged 17
		SP:Iteration 1F (124932.430000 sec): 3 clusters
  Score: Raw -5890.250945 + Penalty 1524.688062 = -4365.562884
  nChanged 2
		SP:Iteration 2Q (124932.440000 sec): 3 clusters
  Score: Raw -5904.546749 + Penalty 1524.688062 = -4379.858687
  nChanged 0
		SP:Iteration 3F (124932.450000 sec): 3 clusters
  Score: Raw -5904.546749 + Penalty 1524.688062 = -4379.858687
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 60 (183 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (124932.480000 sec): 2 clusters
  Score: Raw -22152.204556 + Penalty 846.541500 = -21305.663056
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (124932.480000 sec): 3 clusters
  Score: Raw -22235.440669 + Penalty 1693.083000 = -20542.357669
  nChanged 17
		SP:Iteration 1F (124932.490000 sec): 3 clusters
  Score: Raw -22288.738815 + Penalty 1693.083000 = -20595.655815
  nChanged 5
		SP:Iteration 2Q (124932.500000 sec): 3 clusters
  Score: Raw -22321.207810 + Penalty 1693.083000 = -20628.124810
  nChanged 6
		SP:Iteration 3Q (124932.510000 sec): 3 clusters
  Score: Raw -22341.615889 + Penalty 1693.083000 = -20648.532889
  nChanged 2
		SP:Iteration 4Q (124932.520000 sec): 3 clusters
  Score: Raw -22348.779491 + Penalty 1693.083000 = -20655.696491
  nChanged 1
		SP:Iteration 5Q (124932.520000 sec): 3 clusters
  Score: Raw -22353.367671 + Penalty 1693.083000 = -20660.284672
  nChanged 1
		SP:Iteration 6Q (124932.530000 sec): 3 clusters
  Score: Raw -22354.639475 + Penalty 1693.083000 = -20661.556476
  nChanged 1
		SP:Iteration 7Q (124932.540000 sec): 3 clusters
  Score: Raw -22355.789022 + Penalty 1693.083000 = -20662.706022
  nChanged 0
		SP:Iteration 8F (124932.550000 sec): 3 clusters
  Score: Raw -22355.789022 + Penalty 1693.083000 = -20662.706022
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 61 (3897 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (124932.620000 sec): 2 clusters
  Score: Raw -436081.452217 + Penalty 1343.543875 = -434737.908342
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (124932.700000 sec): 3 clusters
  Score: Raw -434184.027147 + Penalty 2687.087749 = -431496.939398
  nChanged 1515
		SP:Iteration 1F (124932.780000 sec): 3 clusters
  Score: Raw -435083.295922 + Penalty 2687.087749 = -432396.208172
  nChanged 296
		SP:Iteration 2F (124932.850000 sec): 3 clusters
  Score: Raw -435293.242392 + Penalty 2687.087749 = -432606.154642
  nChanged 234
		SP:Iteration 3F (124932.920000 sec): 3 clusters
  Score: Raw -435491.558504 + Penalty 2687.087749 = -432804.470755
  nChanged 215
		SP:Iteration 4F (124933.070000 sec): 3 clusters
  Score: Raw -435678.946134 + Penalty 2687.087749 = -432991.858385
  nChanged 202
		SP:Iteration 5F (124933.200000 sec): 3 clusters
  Score: Raw -435878.099886 + Penalty 2687.087749 = -433191.012137
  nChanged 218
		SP:Iteration 6F (124933.380000 sec): 3 clusters
  Score: Raw -436101.035545 + Penalty 2687.087749 = -433413.947796
  nChanged 204
		SP:Iteration 7F (124933.560000 sec): 3 clusters
  Score: Raw -436290.668797 + Penalty 2687.087749 = -433603.581047
  nChanged 165
		SP:Iteration 8Q (124933.730000 sec): 3 clusters
  Score: Raw -436454.984243 + Penalty 2687.087749 = -433767.896494
  nChanged 166
		SP:Iteration 9Q (124933.910000 sec): 3 clusters
  Score: Raw -436603.852602 + Penalty 2687.087749 = -433916.764852
  nChanged 136
		SP:Iteration 10Q (124934.080000 sec): 3 clusters
  Score: Raw -436708.698765 + Penalty 2687.087749 = -434021.611016
  nChanged 94
		SP:Iteration 11Q (124934.260000 sec): 3 clusters
  Score: Raw -436768.155467 + Penalty 2687.087749 = -434081.067718
  nChanged 61
		SP:Iteration 12Q (124934.440000 sec): 3 clusters
  Score: Raw -436802.066109 + Penalty 2687.087749 = -434114.978360
  nChanged 44
		SP:Iteration 13Q (124934.610000 sec): 3 clusters
  Score: Raw -436823.168414 + Penalty 2687.087749 = -434136.080665
  nChanged 36
		SP:Iteration 14Q (124934.790000 sec): 3 clusters
  Score: Raw -436838.643177 + Penalty 2687.087749 = -434151.555428
  nChanged 21
		SP:Iteration 15Q (124934.960000 sec): 3 clusters
  Score: Raw -436846.022119 + Penalty 2687.087749 = -434158.934370
  nChanged 16
		SP:Iteration 16Q (124935.140000 sec): 3 clusters
  Score: Raw -436850.691130 + Penalty 2687.087749 = -434163.603381
  nChanged 11
		SP:Iteration 17Q (124935.320000 sec): 3 clusters
  Score: Raw -436853.660401 + Penalty 2687.087749 = -434166.572652
  nChanged 12
		SP:Iteration 18Q (124935.490000 sec): 3 clusters
  Score: Raw -436860.783536 + Penalty 2687.087749 = -434173.695787
  nChanged 12
		SP:Iteration 19Q (124935.670000 sec): 3 clusters
  Score: Raw -436865.707969 + Penalty 2687.087749 = -434178.620220
  nChanged 8
		SP:Iteration 20F (124935.840000 sec): 3 clusters
  Score: Raw -436867.619230 + Penalty 2687.087749 = -434180.531481
  nChanged 5
		SP:Iteration 21Q (124935.980000 sec): 3 clusters
  Score: Raw -436870.306586 + Penalty 2687.087749 = -434183.218837
  nChanged 11
		SP:Iteration 22Q (124936.150000 sec): 3 clusters
  Score: Raw -436874.074584 + Penalty 2687.087749 = -434186.986835
  nChanged 10
		SP:Iteration 23Q (124936.330000 sec): 3 clusters
  Score: Raw -436877.431589 + Penalty 2687.087749 = -434190.343839
  nChanged 8
		SP:Iteration 24Q (124936.500000 sec): 3 clusters
  Score: Raw -436879.412698 + Penalty 2687.087749 = -434192.324949
  nChanged 4
		SP:Iteration 25Q (124936.680000 sec): 3 clusters
  Score: Raw -436880.237899 + Penalty 2687.087749 = -434193.150150
  nChanged 4
		SP:Iteration 26Q (124936.860000 sec): 3 clusters
  Score: Raw -436881.823265 + Penalty 2687.087749 = -434194.735516
  nChanged 3
		SP:Iteration 27Q (124937.030000 sec): 3 clusters
  Score: Raw -436882.326145 + Penalty 2687.087749 = -434195.238395
  nChanged 3
		SP:Iteration 28Q (124937.200000 sec): 3 clusters
  Score: Raw -436883.000178 + Penalty 2687.087749 = -434195.912428
  nChanged 2
		SP:Iteration 29Q (124937.380000 sec): 3 clusters
  Score: Raw -436883.370932 + Penalty 2687.087749 = -434196.283183
  nChanged 0
		SP:Iteration 30F (124937.560000 sec): 3 clusters
  Score: Raw -436883.370932 + Penalty 2687.087749 = -434196.283183
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 62 (953 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (124937.640000 sec): 2 clusters
  Score: Raw -110761.880002 + Penalty 1114.687422 = -109647.192580
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (124937.820000 sec): 3 clusters
  Score: Raw -110480.228153 + Penalty 2229.374844 = -108250.853309
  nChanged 278
		SP:Iteration 1F (124938.000000 sec): 3 clusters
  Score: Raw -110737.790238 + Penalty 2229.374844 = -108508.415395
  nChanged 78
		SP:Iteration 2F (124938.170000 sec): 3 clusters
  Score: Raw -110828.189114 + Penalty 2229.374844 = -108598.814270
  nChanged 38
		SP:Iteration 3Q (124938.330000 sec): 3 clusters
  Score: Raw -110873.714024 + Penalty 2229.374844 = -108644.339180
  nChanged 29
		SP:Iteration 4Q (124938.380000 sec): 3 clusters
  Score: Raw -110907.827871 + Penalty 2229.374844 = -108678.453028
  nChanged 24
		SP:Iteration 5Q (124938.400000 sec): 3 clusters
  Score: Raw -110937.644879 + Penalty 2229.374844 = -108708.270035
  nChanged 18
		SP:Iteration 6Q (124938.420000 sec): 3 clusters
  Score: Raw -110952.403710 + Penalty 2229.374844 = -108723.028866
  nChanged 15
		SP:Iteration 7Q (124938.450000 sec): 3 clusters
  Score: Raw -110971.285246 + Penalty 2229.374844 = -108741.910402
  nChanged 7
		SP:Iteration 8Q (124938.470000 sec): 3 clusters
  Score: Raw -110978.845324 + Penalty 2229.374844 = -108749.470481
  nChanged 7
		SP:Iteration 9Q (124938.490000 sec): 3 clusters
  Score: Raw -110983.017633 + Penalty 2229.374844 = -108753.642789
  nChanged 4
		SP:Iteration 10Q (124938.520000 sec): 3 clusters
  Score: Raw -110985.746981 + Penalty 2229.374844 = -108756.372137
  nChanged 5
		SP:Iteration 11Q (124938.540000 sec): 3 clusters
  Score: Raw -110988.440809 + Penalty 2229.374844 = -108759.065965
  nChanged 5
		SP:Iteration 12Q (124938.560000 sec): 3 clusters
  Score: Raw -110993.602233 + Penalty 2229.374844 = -108764.227389
  nChanged 7
		SP:Iteration 13Q (124938.590000 sec): 3 clusters
  Score: Raw -111001.201638 + Penalty 2229.374844 = -108771.826795
  nChanged 7
		SP:Iteration 14Q (124938.610000 sec): 3 clusters
  Score: Raw -111008.899262 + Penalty 2229.374844 = -108779.524419
  nChanged 5
		SP:Iteration 15Q (124938.640000 sec): 3 clusters
  Score: Raw -111012.868482 + Penalty 2229.374844 = -108783.493639
  nChanged 3
		SP:Iteration 16Q (124938.660000 sec): 3 clusters
  Score: Raw -111017.242029 + Penalty 2229.374844 = -108787.867186
  nChanged 4
		SP:Iteration 17Q (124938.680000 sec): 3 clusters
  Score: Raw -111020.276974 + Penalty 2229.374844 = -108790.902130
  nChanged 1
		SP:Iteration 18Q (124938.710000 sec): 3 clusters
  Score: Raw -111022.604042 + Penalty 2229.374844 = -108793.229199
  nChanged 2
		SP:Iteration 19Q (124938.730000 sec): 3 clusters
  Score: Raw -111025.003452 + Penalty 2229.374844 = -108795.628608
  nChanged 1
		SP:Iteration 20F (124938.760000 sec): 3 clusters
  Score: Raw -111025.266793 + Penalty 2229.374844 = -108795.891949
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 63 (8920 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (124938.860000 sec): 2 clusters
  Score: Raw -1078342.386689 + Penalty 1478.108324 = -1076864.278365
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (124939.030000 sec): 3 clusters
  Score: Raw -1073314.339829 + Penalty 2956.216648 = -1070358.123181
  nChanged 3815
		SP:Iteration 1F (124939.280000 sec): 3 clusters
  Score: Raw -1075352.725788 + Penalty 2956.216648 = -1072396.509140
  nChanged 580
		SP:Iteration 2F (124939.470000 sec): 3 clusters
  Score: Raw -1075636.918785 + Penalty 2956.216648 = -1072680.702137
  nChanged 485
		SP:Iteration 3F (124939.660000 sec): 3 clusters
  Score: Raw -1075888.150541 + Penalty 2956.216648 = -1072931.933893
  nChanged 446
		SP:Iteration 4Q (124939.850000 sec): 3 clusters
  Score: Raw -1076122.636785 + Penalty 2956.216648 = -1073166.420137
  nChanged 423
		SP:Iteration 5Q (124940.050000 sec): 3 clusters
  Score: Raw -1076338.382791 + Penalty 2956.216648 = -1073382.166142
  nChanged 390
		SP:Iteration 6Q (124940.230000 sec): 3 clusters
  Score: Raw -1076517.739072 + Penalty 2956.216648 = -1073561.522423
  nChanged 359
		SP:Iteration 7Q (124940.420000 sec): 3 clusters
  Score: Raw -1076682.094956 + Penalty 2956.216648 = -1073725.878308
  nChanged 318
		SP:Iteration 8Q (124940.620000 sec): 3 clusters
  Score: Raw -1076809.712483 + Penalty 2956.216648 = -1073853.495834
  nChanged 301
		SP:Iteration 9Q (124940.800000 sec): 3 clusters
  Score: Raw -1076942.355711 + Penalty 2956.216648 = -1073986.139063
  nChanged 272
		SP:Iteration 10Q (124940.990000 sec): 3 clusters
  Score: Raw -1077068.713568 + Penalty 2956.216648 = -1074112.496920
  nChanged 287
		SP:Iteration 11Q (124941.190000 sec): 3 clusters
  Score: Raw -1077209.543487 + Penalty 2956.216648 = -1074253.326839
  nChanged 279
		SP:Iteration 12Q (124941.370000 sec): 3 clusters
  Score: Raw -1077342.747829 + Penalty 2956.216648 = -1074386.531180
  nChanged 270
		SP:Iteration 13Q (124941.570000 sec): 3 clusters
  Score: Raw -1077481.215885 + Penalty 2956.216648 = -1074524.999237
  nChanged 273
		SP:Iteration 14Q (124941.760000 sec): 3 clusters
  Score: Raw -1077636.625709 + Penalty 2956.216648 = -1074680.409061
  nChanged 244
		SP:Iteration 15Q (124941.950000 sec): 3 clusters
  Score: Raw -1077766.818479 + Penalty 2956.216648 = -1074810.601831
  nChanged 202
		SP:Iteration 16Q (124942.140000 sec): 3 clusters
  Score: Raw -1077871.617145 + Penalty 2956.216648 = -1074915.400497
  nChanged 174
		SP:Iteration 17Q (124942.330000 sec): 3 clusters
  Score: Raw -1077970.029275 + Penalty 2956.216648 = -1075013.812626
  nChanged 136
		SP:Iteration 18Q (124942.520000 sec): 3 clusters
  Score: Raw -1078052.933777 + Penalty 2956.216648 = -1075096.717128
  nChanged 119
		SP:Iteration 19Q (124942.710000 sec): 3 clusters
  Score: Raw -1078120.962432 + Penalty 2956.216648 = -1075164.745784
  nChanged 110
		SP:Iteration 20F (124942.910000 sec): 3 clusters
  Score: Raw -1078199.042918 + Penalty 2956.216648 = -1075242.826270
  nChanged 109
		SP:Iteration 21Q (124943.100000 sec): 3 clusters
  Score: Raw -1078290.038767 + Penalty 2956.216648 = -1075333.822119
  nChanged 91
		SP:Iteration 22Q (124943.290000 sec): 3 clusters
  Score: Raw -1078362.208777 + Penalty 2956.216648 = -1075405.992129
  nChanged 66
		SP:Iteration 23Q (124943.490000 sec): 3 clusters
  Score: Raw -1078410.150099 + Penalty 2956.216648 = -1075453.933451
  nChanged 53
		SP:Iteration 24Q (124943.680000 sec): 3 clusters
  Score: Raw -1078450.364564 + Penalty 2956.216648 = -1075494.147915
  nChanged 56
		SP:Iteration 25Q (124943.870000 sec): 3 clusters
  Score: Raw -1078491.689774 + Penalty 2956.216648 = -1075535.473126
  nChanged 42
		SP:Iteration 26Q (124944.070000 sec): 3 clusters
  Score: Raw -1078517.536778 + Penalty 2956.216648 = -1075561.320130
  nChanged 31
		SP:Iteration 27Q (124944.250000 sec): 3 clusters
  Score: Raw -1078542.814588 + Penalty 2956.216648 = -1075586.597939
  nChanged 29
		SP:Iteration 28Q (124944.450000 sec): 3 clusters
  Score: Raw -1078567.636808 + Penalty 2956.216648 = -1075611.420160
  nChanged 28
		SP:Iteration 29Q (124944.640000 sec): 3 clusters
  Score: Raw -1078586.319074 + Penalty 2956.216648 = -1075630.102426
  nChanged 20
		SP:Iteration 30Q (124944.910000 sec): 3 clusters
  Score: Raw -1078598.990823 + Penalty 2956.216648 = -1075642.774175
  nChanged 13
		SP:Iteration 31Q (124945.150000 sec): 3 clusters
  Score: Raw -1078605.873082 + Penalty 2956.216648 = -1075649.656433
  nChanged 4
		SP:Iteration 32Q (124945.300000 sec): 3 clusters
  Score: Raw -1078608.355803 + Penalty 2956.216648 = -1075652.139155
  nChanged 4
		SP:Iteration 33Q (124945.480000 sec): 3 clusters
  Score: Raw -1078609.691173 + Penalty 2956.216648 = -1075653.474524
  nChanged 2
		SP:Iteration 34Q (124945.720000 sec): 3 clusters
  Score: Raw -1078610.366060 + Penalty 2956.216648 = -1075654.149412
  nChanged 2
		SP:Iteration 35Q (124945.910000 sec): 3 clusters
  Score: Raw -1078611.156071 + Penalty 2956.216648 = -1075654.939423
  nChanged 2
		SP:Iteration 36Q (124946.100000 sec): 3 clusters
  Score: Raw -1078611.881419 + Penalty 2956.216648 = -1075655.664771
  nChanged 0
		SP:Iteration 37F (124946.290000 sec): 3 clusters
  Score: Raw -1078611.881419 + Penalty 2956.216648 = -1075655.664771
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 64 (176 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (124946.370000 sec): 2 clusters
  Score: Raw -17653.903409 + Penalty 840.203649 = -16813.699760
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (124946.540000 sec): 3 clusters
  Score: Raw -17814.138310 + Penalty 1680.407298 = -16133.731012
  nChanged 28
		SP:Iteration 1F (124946.720000 sec): 3 clusters
  Score: Raw -17918.563058 + Penalty 1680.407298 = -16238.155760
  nChanged 5
		SP:Iteration 2Q (124946.900000 sec): 3 clusters
  Score: Raw -17953.125522 + Penalty 1680.407298 = -16272.718223
  nChanged 4
		SP:Iteration 3Q (124947.070000 sec): 3 clusters
  Score: Raw -17978.374197 + Penalty 1680.407298 = -16297.966899
  nChanged 6
		SP:Iteration 4Q (124947.250000 sec): 3 clusters
  Score: Raw -18017.580202 + Penalty 1680.407298 = -16337.172904
  nChanged 4
		SP:Iteration 5Q (124947.420000 sec): 3 clusters
  Score: Raw -18047.578631 + Penalty 1680.407298 = -16367.171333
  nChanged 2
		SP:Iteration 6Q (124947.600000 sec): 3 clusters
  Score: Raw -18064.851876 + Penalty 1680.407298 = -16384.444578
  nChanged 0
		SP:Iteration 7F (124947.780000 sec): 3 clusters
  Score: Raw -18064.851876 + Penalty 1680.407298 = -16384.444578
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 65 (219 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (124947.860000 sec): 2 clusters
  Score: Raw -14474.647562 + Penalty 875.724156 = -13598.923406
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (124948.040000 sec): 3 clusters
  Score: Raw -14613.060047 + Penalty 1751.448312 = -12861.611734
  nChanged 35
		SP:Iteration 1F (124948.220000 sec): 3 clusters
  Score: Raw -14733.600756 + Penalty 1751.448312 = -12982.152444
  nChanged 16
		SP:Iteration 2F (124948.390000 sec): 3 clusters
  Score: Raw -14820.401272 + Penalty 1751.448312 = -13068.952960
  nChanged 10
		SP:Iteration 3Q (124948.570000 sec): 3 clusters
  Score: Raw -14905.455816 + Penalty 1751.448312 = -13154.007504
  nChanged 6
		SP:Iteration 4Q (124948.740000 sec): 3 clusters
  Score: Raw -14986.560178 + Penalty 1751.448312 = -13235.111866
  nChanged 3
		SP:Iteration 5Q (124948.920000 sec): 3 clusters
  Score: Raw -15008.267192 + Penalty 1751.448312 = -13256.818880
  nChanged 4
		SP:Iteration 6Q (124949.100000 sec): 3 clusters
  Score: Raw -15062.823481 + Penalty 1751.448312 = -13311.375169
  nChanged 3
		SP:Iteration 7Q (124949.270000 sec): 3 clusters
  Score: Raw -15140.864224 + Penalty 1751.448312 = -13389.415912
  nChanged 4
		SP:Iteration 8Q (124949.450000 sec): 3 clusters
  Score: Raw -15158.477811 + Penalty 1751.448312 = -13407.029498
  nChanged 2
		SP:Iteration 9Q (124949.620000 sec): 3 clusters
  Score: Raw -15169.556687 + Penalty 1751.448312 = -13418.108374
  nChanged 3
		SP:Iteration 10Q (124949.800000 sec): 3 clusters
  Score: Raw -15204.460620 + Penalty 1751.448312 = -13453.012308
  nChanged 3
		SP:Iteration 11Q (124949.970000 sec): 3 clusters
  Score: Raw -15278.498576 + Penalty 1751.448312 = -13527.050264
  nChanged 4
		SP:Iteration 12Q (124950.150000 sec): 3 clusters
  Score: Raw -15329.954845 + Penalty 1751.448312 = -13578.506533
  nChanged 3
		SP:Iteration 13Q (124950.320000 sec): 3 clusters
  Score: Raw -15344.299801 + Penalty 1751.448312 = -13592.851489
  nChanged 0
		SP:Iteration 14F (124950.500000 sec): 3 clusters
  Score: Raw -15347.496776 + Penalty 1751.448312 = -13596.048464
  nChanged 2
		SP:Iteration 15Q (124950.680000 sec): 3 clusters
  Score: Raw -15364.968944 + Penalty 1751.448312 = -13613.520632
  nChanged 0
		SP:Iteration 16F (124950.850000 sec): 3 clusters
  Score: Raw -15364.968944 + Penalty 1751.448312 = -13613.520632
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 79.
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 66 (1457 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (124950.920000 sec): 2 clusters
  Score: Raw -174732.597735 + Penalty 1183.671906 = -173548.925829
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (124951.100000 sec): 3 clusters
  Score: Raw -174147.370256 + Penalty 2367.343812 = -171780.026444
  nChanged 489
		SP:Iteration 1F (124951.270000 sec): 3 clusters
  Score: Raw -174486.137464 + Penalty 2367.343812 = -172118.793652
  nChanged 122
		SP:Iteration 2F (124951.450000 sec): 3 clusters
  Score: Raw -174592.006237 + Penalty 2367.343812 = -172224.662425
  nChanged 63
		SP:Iteration 3Q (124951.620000 sec): 3 clusters
  Score: Raw -174635.018320 + Penalty 2367.343812 = -172267.674508
  nChanged 42
		SP:Iteration 4Q (124951.800000 sec): 3 clusters
  Score: Raw -174671.443670 + Penalty 2367.343812 = -172304.099858
  nChanged 32
		SP:Iteration 5Q (124951.980000 sec): 3 clusters
  Score: Raw -174697.168045 + Penalty 2367.343812 = -172329.824233
  nChanged 18
		SP:Iteration 6Q (124952.150000 sec): 3 clusters
  Score: Raw -174706.421067 + Penalty 2367.343812 = -172339.077255
  nChanged 6
		SP:Iteration 7Q (124952.330000 sec): 3 clusters
  Score: Raw -174710.743026 + Penalty 2367.343812 = -172343.399214
  nChanged 9
		SP:Iteration 8Q (124952.520000 sec): 3 clusters
  Score: Raw -174720.670386 + Penalty 2367.343812 = -172353.326574
  nChanged 19
		SP:Iteration 9Q (124952.680000 sec): 3 clusters
  Score: Raw -174732.784506 + Penalty 2367.343812 = -172365.440694
  nChanged 12
		SP:Iteration 10Q (124952.850000 sec): 3 clusters
  Score: Raw -174743.623366 + Penalty 2367.343812 = -172376.279554
  nChanged 18
		SP:Iteration 11Q (124952.980000 sec): 3 clusters
  Score: Raw -174757.904777 + Penalty 2367.343812 = -172390.560965
  nChanged 14
		SP:Iteration 12Q (124953.160000 sec): 3 clusters
  Score: Raw -174767.935470 + Penalty 2367.343812 = -172400.591658
  nChanged 12
		SP:Iteration 13Q (124953.340000 sec): 3 clusters
  Score: Raw -174779.129439 + Penalty 2367.343812 = -172411.785627
  nChanged 10
		SP:Iteration 14Q (124953.560000 sec): 3 clusters
  Score: Raw -174785.697413 + Penalty 2367.343812 = -172418.353601
  nChanged 6
		SP:Iteration 15Q (124953.720000 sec): 3 clusters
  Score: Raw -174788.549338 + Penalty 2367.343812 = -172421.205526
  nChanged 2
		SP:Iteration 16Q (124953.890000 sec): 3 clusters
  Score: Raw -174790.739446 + Penalty 2367.343812 = -172423.395634
  nChanged 3
		SP:Iteration 17Q (124954.060000 sec): 3 clusters
  Score: Raw -174793.341484 + Penalty 2367.343812 = -172425.997672
  nChanged 3
		SP:Iteration 18Q (124954.230000 sec): 3 clusters
  Score: Raw -174794.758676 + Penalty 2367.343812 = -172427.414864
  nChanged 3
		SP:Iteration 19Q (124954.400000 sec): 3 clusters
  Score: Raw -174796.596688 + Penalty 2367.343812 = -172429.252876
  nChanged 1
		SP:Iteration 20F (124954.560000 sec): 3 clusters
  Score: Raw -174796.947059 + Penalty 2367.343812 = -172429.603247
  nChanged 1
		SP:Iteration 21Q (124954.730000 sec): 3 clusters
  Score: Raw -174797.857252 + Penalty 2367.343812 = -172430.513440
  nChanged 3
		SP:Iteration 22Q (124954.900000 sec): 3 clusters
  Score: Raw -174799.084937 + Penalty 2367.343812 = -172431.741125
  nChanged 3
		SP:Iteration 23Q (124955.020000 sec): 3 clusters
  Score: Raw -174800.075941 + Penalty 2367.343812 = -172432.732129
  nChanged 1
		SP:Iteration 24Q (124955.200000 sec): 3 clusters
  Score: Raw -174800.646211 + Penalty 2367.343812 = -172433.302399
  nChanged 2
		SP:Iteration 25Q (124955.380000 sec): 3 clusters
  Score: Raw -174802.022271 + Penalty 2367.343812 = -172434.678459
  nChanged 4
		SP:Iteration 26Q (124955.550000 sec): 3 clusters
  Score: Raw -174806.251943 + Penalty 2367.343812 = -172438.908131
  nChanged 1
		SP:Iteration 27Q (124955.730000 sec): 3 clusters
  Score: Raw -174806.713223 + Penalty 2367.343812 = -172439.369411
  nChanged 2
		SP:Iteration 28Q (124955.900000 sec): 3 clusters
  Score: Raw -174807.886849 + Penalty 2367.343812 = -172440.543037
  nChanged 0
		SP:Iteration 29F (124956.080000 sec): 3 clusters
  Score: Raw -174807.886849 + Penalty 2367.343812 = -172440.543037
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 67 (127 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (124956.160000 sec): 2 clusters
  Score: Raw -8944.653045 + Penalty 787.180402 = -8157.472643
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (124956.340000 sec): 3 clusters
  Score: Raw -9225.225928 + Penalty 1574.360803 = -7650.865125
  nChanged 18
		SP:Iteration 1F (124956.520000 sec): 3 clusters
  Score: Raw -9299.851063 + Penalty 1574.360803 = -7725.490260
  nChanged 4
		SP:Iteration 2Q (124956.690000 sec): 3 clusters
  Score: Raw -9319.323835 + Penalty 1574.360803 = -7744.963032
  nChanged 1
		SP:Iteration 3Q (124956.870000 sec): 3 clusters
  Score: Raw -9321.650456 + Penalty 1574.360803 = -7747.289653
  nChanged 0
		SP:Iteration 4F (124957.040000 sec): 3 clusters
  Score: Raw -9321.650456 + Penalty 1574.360803 = -7747.289653
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 68 (1349 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (124957.130000 sec): 2 clusters
  Score: Raw -157734.292520 + Penalty 1171.156814 = -156563.135706
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (124957.310000 sec): 3 clusters
  Score: Raw -157235.234198 + Penalty 2342.313628 = -154892.920570
  nChanged 438
		SP:Iteration 1F (124957.480000 sec): 3 clusters
  Score: Raw -157526.764232 + Penalty 2342.313628 = -155184.450604
  nChanged 103
		SP:Iteration 2F (124957.660000 sec): 3 clusters
  Score: Raw -157620.818451 + Penalty 2342.313628 = -155278.504823
  nChanged 73
		SP:Iteration 3F (124957.840000 sec): 3 clusters
  Score: Raw -157695.383990 + Penalty 2342.313628 = -155353.070362
  nChanged 57
		SP:Iteration 4Q (124958.010000 sec): 3 clusters
  Score: Raw -157743.030800 + Penalty 2342.313628 = -155400.717172
  nChanged 34
		SP:Iteration 5Q (124958.190000 sec): 3 clusters
  Score: Raw -157773.993013 + Penalty 2342.313628 = -155431.679385
  nChanged 33
		SP:Iteration 6Q (124958.360000 sec): 3 clusters
  Score: Raw -157804.376910 + Penalty 2342.313628 = -155462.063282
  nChanged 25
		SP:Iteration 7Q (124958.540000 sec): 3 clusters
  Score: Raw -157838.299142 + Penalty 2342.313628 = -155495.985513
  nChanged 33
		SP:Iteration 8Q (124958.720000 sec): 3 clusters
  Score: Raw -157879.206714 + Penalty 2342.313628 = -155536.893086
  nChanged 40
		SP:Iteration 9Q (124958.890000 sec): 3 clusters
  Score: Raw -157926.235548 + Penalty 2342.313628 = -155583.921920
  nChanged 34
		SP:Iteration 10Q (124959.070000 sec): 3 clusters
  Score: Raw -157969.636575 + Penalty 2342.313628 = -155627.322947
  nChanged 38
		SP:Iteration 11Q (124959.240000 sec): 3 clusters
  Score: Raw -158016.639998 + Penalty 2342.313628 = -155674.326370
  nChanged 30
		SP:Iteration 12Q (124959.420000 sec): 3 clusters
  Score: Raw -158056.240444 + Penalty 2342.313628 = -155713.926815
  nChanged 38
		SP:Iteration 13Q (124959.600000 sec): 3 clusters
  Score: Raw -158126.518066 + Penalty 2342.313628 = -155784.204438
  nChanged 48
		SP:Iteration 14Q (124959.770000 sec): 3 clusters
  Score: Raw -158204.789081 + Penalty 2342.313628 = -155862.475453
  nChanged 29
		SP:Iteration 15Q (124959.950000 sec): 3 clusters
  Score: Raw -158247.677339 + Penalty 2342.313628 = -155905.363710
  nChanged 19
		SP:Iteration 16Q (124960.120000 sec): 3 clusters
  Score: Raw -158269.463184 + Penalty 2342.313628 = -155927.149555
  nChanged 24
		SP:Iteration 17Q (124960.300000 sec): 3 clusters
  Score: Raw -158318.079563 + Penalty 2342.313628 = -155975.765935
  nChanged 24
		SP:Iteration 18Q (124960.480000 sec): 3 clusters
  Score: Raw -158360.717205 + Penalty 2342.313628 = -156018.403577
  nChanged 21
		SP:Iteration 19Q (124960.650000 sec): 3 clusters
  Score: Raw -158400.523275 + Penalty 2342.313628 = -156058.209647
  nChanged 16
		SP:Iteration 20F (124960.830000 sec): 3 clusters
  Score: Raw -158424.868284 + Penalty 2342.313628 = -156082.554656
  nChanged 14
		SP:Iteration 21Q (124961.000000 sec): 3 clusters
  Score: Raw -158451.570075 + Penalty 2342.313628 = -156109.256447
  nChanged 13
		SP:Iteration 22Q (124961.180000 sec): 3 clusters
  Score: Raw -158469.386308 + Penalty 2342.313628 = -156127.072680
  nChanged 12
		SP:Iteration 23Q (124961.350000 sec): 3 clusters
  Score: Raw -158483.417090 + Penalty 2342.313628 = -156141.103462
  nChanged 11
		SP:Iteration 24Q (124961.530000 sec): 3 clusters
  Score: Raw -158501.398005 + Penalty 2342.313628 = -156159.084377
  nChanged 11
		SP:Iteration 25Q (124961.700000 sec): 3 clusters
  Score: Raw -158518.909851 + Penalty 2342.313628 = -156176.596223
  nChanged 10
		SP:Iteration 26Q (124961.880000 sec): 3 clusters
  Score: Raw -158532.116423 + Penalty 2342.313628 = -156189.802794
  nChanged 6
		SP:Iteration 27Q (124962.050000 sec): 3 clusters
  Score: Raw -158536.872371 + Penalty 2342.313628 = -156194.558743
  nChanged 2
		SP:Iteration 28Q (124962.210000 sec): 3 clusters
  Score: Raw -158538.854984 + Penalty 2342.313628 = -156196.541355
  nChanged 1
		SP:Iteration 29Q (124962.370000 sec): 3 clusters
  Score: Raw -158539.371113 + Penalty 2342.313628 = -156197.057485
  nChanged 1
		SP:Iteration 30Q (124962.530000 sec): 3 clusters
  Score: Raw -158540.044813 + Penalty 2342.313628 = -156197.731185
  nChanged 0
		SP:Iteration 31F (124962.690000 sec): 3 clusters
  Score: Raw -158540.044813 + Penalty 2342.313628 = -156197.731185
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 69 (166 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (124962.770000 sec): 2 clusters
  Score: Raw -14373.447967 + Penalty 830.698016 = -13542.749952
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (124962.920000 sec): 3 clusters
  Score: Raw -14530.673625 + Penalty 1661.396031 = -12869.277594
  nChanged 20
		SP:Iteration 1F (124963.080000 sec): 3 clusters
  Score: Raw -14621.782170 + Penalty 1661.396031 = -12960.386138
  nChanged 8
		SP:Iteration 2Q (124963.240000 sec): 3 clusters
  Score: Raw -14642.960383 + Penalty 1661.396031 = -12981.564352
  nChanged 2
		SP:Iteration 3Q (124963.400000 sec): 3 clusters
  Score: Raw -14649.505242 + Penalty 1661.396031 = -12988.109211
  nChanged 1
		SP:Iteration 4Q (124963.560000 sec): 3 clusters
  Score: Raw -14653.106849 + Penalty 1661.396031 = -12991.710817
  nChanged 1
		SP:Iteration 5Q (124963.730000 sec): 3 clusters
  Score: Raw -14654.858180 + Penalty 1661.396031 = -12993.462149
  nChanged 0
		SP:Iteration 6F (124963.890000 sec): 3 clusters
  Score: Raw -14654.858180 + Penalty 1661.396031 = -12993.462149
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 70 (38876 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (124964.210000 sec): 2 clusters
  Score: Raw -4689789.541596 + Penalty 1717.321511 = -4688072.220086
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (124964.680000 sec): 3 clusters
  Score: Raw -4665568.634646 + Penalty 3434.643021 = -4662133.991625
  nChanged 18094
		SP:Iteration 1F (124965.160000 sec): 3 clusters
  Score: Raw -4675675.313510 + Penalty 3434.643021 = -4672240.670489
  nChanged 1859
		SP:Iteration 2Q (124965.670000 sec): 3 clusters
  Score: Raw -4676270.250718 + Penalty 3434.643021 = -4672835.607697
  nChanged 1691
		SP:Iteration 3Q (124966.180000 sec): 3 clusters
  Score: Raw -4676828.820847 + Penalty 3434.643021 = -4673394.177826
  nChanged 1662
		SP:Iteration 4Q (124966.690000 sec): 3 clusters
  Score: Raw -4677408.721722 + Penalty 3434.643021 = -4673974.078701
  nChanged 1669
		SP:Iteration 5Q (124967.200000 sec): 3 clusters
  Score: Raw -4678040.516711 + Penalty 3434.643021 = -4674605.873690
  nChanged 1694
		SP:Iteration 6Q (124967.710000 sec): 3 clusters
  Score: Raw -4678748.602234 + Penalty 3434.643021 = -4675313.959213
  nChanged 1706
		SP:Iteration 7Q (124968.220000 sec): 3 clusters
  Score: Raw -4679572.645309 + Penalty 3434.643021 = -4676138.002288
  nChanged 1840
		SP:Iteration 8Q (124968.740000 sec): 3 clusters
  Score: Raw -4680648.325710 + Penalty 3434.643021 = -4677213.682688
  nChanged 1907
		SP:Iteration 9Q (124969.250000 sec): 3 clusters
  Score: Raw -4681819.600086 + Penalty 3434.643021 = -4678384.957065
  nChanged 1775
		SP:Iteration 10Q (124969.760000 sec): 3 clusters
  Score: Raw -4682763.037735 + Penalty 3434.643021 = -4679328.394714
  nChanged 1392
		SP:Iteration 11Q (124970.270000 sec): 3 clusters
  Score: Raw -4683255.022321 + Penalty 3434.643021 = -4679820.379300
  nChanged 876
		SP:Iteration 12Q (124970.780000 sec): 3 clusters
  Score: Raw -4683455.719763 + Penalty 3434.643021 = -4680021.076742
  nChanged 509
		SP:Iteration 13Q (124971.290000 sec): 3 clusters
  Score: Raw -4683528.620807 + Penalty 3434.643021 = -4680093.977786
  nChanged 343
		SP:Iteration 14Q (124971.800000 sec): 3 clusters
  Score: Raw -4683574.214130 + Penalty 3434.643021 = -4680139.571109
  nChanged 272
		SP:Iteration 15Q (124972.320000 sec): 3 clusters
  Score: Raw -4683605.176619 + Penalty 3434.643021 = -4680170.533598
  nChanged 198
		SP:Iteration 16Q (124972.830000 sec): 3 clusters
  Score: Raw -4683624.767517 + Penalty 3434.643021 = -4680190.124496
  nChanged 177
		SP:Iteration 17Q (124973.340000 sec): 3 clusters
  Score: Raw -4683643.078657 + Penalty 3434.643021 = -4680208.435636
  nChanged 170
		SP:Iteration 18Q (124973.850000 sec): 3 clusters
  Score: Raw -4683660.605837 + Penalty 3434.643021 = -4680225.962816
  nChanged 172
		SP:Iteration 19Q (124974.370000 sec): 3 clusters
  Score: Raw -4683677.425980 + Penalty 3434.643021 = -4680242.782959
  nChanged 179
		SP:Iteration 20F (124974.870000 sec): 3 clusters
  Score: Raw -4683695.433277 + Penalty 3434.643021 = -4680260.790255
  nChanged 165
		SP:Iteration 21Q (124975.270000 sec): 3 clusters
  Score: Raw -4683710.405439 + Penalty 3434.643021 = -4680275.762418
  nChanged 146
		SP:Iteration 22Q (124975.770000 sec): 3 clusters
  Score: Raw -4683723.657423 + Penalty 3434.643021 = -4680289.014402
  nChanged 130
		SP:Iteration 23Q (124976.290000 sec): 3 clusters
  Score: Raw -4683735.511829 + Penalty 3434.643021 = -4680300.868808
  nChanged 126
		SP:Iteration 24Q (124976.800000 sec): 3 clusters
  Score: Raw -4683745.591724 + Penalty 3434.643021 = -4680310.948703
  nChanged 128
		SP:Iteration 25Q (124977.310000 sec): 3 clusters
  Score: Raw -4683757.283046 + Penalty 3434.643021 = -4680322.640025
  nChanged 122
		SP:Iteration 26Q (124977.820000 sec): 3 clusters
  Score: Raw -4683768.449857 + Penalty 3434.643021 = -4680333.806836
  nChanged 146
		SP:Iteration 27Q (124978.330000 sec): 3 clusters
  Score: Raw -4683782.980690 + Penalty 3434.643021 = -4680348.337669
  nChanged 159
		SP:Iteration 28Q (124978.840000 sec): 3 clusters
  Score: Raw -4683799.982045 + Penalty 3434.643021 = -4680365.339024
  nChanged 175
		SP:Iteration 29Q (124979.350000 sec): 3 clusters
  Score: Raw -4683819.046013 + Penalty 3434.643021 = -4680384.402992
  nChanged 182
		SP:Iteration 30Q (124979.870000 sec): 3 clusters
  Score: Raw -4683842.679159 + Penalty 3434.643021 = -4680408.036137
  nChanged 215
		SP:Iteration 31Q (124980.380000 sec): 3 clusters
  Score: Raw -4683870.726160 + Penalty 3434.643021 = -4680436.083139
  nChanged 221
		SP:Iteration 32Q (124980.890000 sec): 3 clusters
  Score: Raw -4683901.515946 + Penalty 3434.643021 = -4680466.872925
  nChanged 236
		SP:Iteration 33Q (124981.400000 sec): 3 clusters
  Score: Raw -4683937.463374 + Penalty 3434.643021 = -4680502.820353
  nChanged 272
		SP:Iteration 34Q (124981.910000 sec): 3 clusters
  Score: Raw -4683982.322097 + Penalty 3434.643021 = -4680547.679076
  nChanged 295
		SP:Iteration 35Q (124982.430000 sec): 3 clusters
  Score: Raw -4684030.701358 + Penalty 3434.643021 = -4680596.058337
  nChanged 288
		SP:Iteration 36Q (124982.950000 sec): 3 clusters
  Score: Raw -4684073.294439 + Penalty 3434.643021 = -4680638.651418
  nChanged 252
		SP:Iteration 37Q (124983.360000 sec): 3 clusters
  Score: Raw -4684111.092028 + Penalty 3434.643021 = -4680676.449007
  nChanged 271
		SP:Iteration 38Q (124983.880000 sec): 3 clusters
  Score: Raw -4684151.655741 + Penalty 3434.643021 = -4680717.012720
  nChanged 271
		SP:Iteration 39Q (124984.300000 sec): 3 clusters
  Score: Raw -4684195.766166 + Penalty 3434.643021 = -4680761.123145
  nChanged 285
		SP:Iteration 40F (124984.820000 sec): 3 clusters
  Score: Raw -4684240.958372 + Penalty 3434.643021 = -4680806.315351
  nChanged 274
		SP:Iteration 41Q (124985.240000 sec): 3 clusters
  Score: Raw -4684288.182048 + Penalty 3434.643021 = -4680853.539027
  nChanged 319
		SP:Iteration 42Q (124985.740000 sec): 3 clusters
  Score: Raw -4684349.446096 + Penalty 3434.643021 = -4680914.803075
  nChanged 318
		SP:Iteration 43Q (124986.210000 sec): 3 clusters
  Score: Raw -4684408.965840 + Penalty 3434.643021 = -4680974.322819
  nChanged 326
		SP:Iteration 44Q (124986.670000 sec): 3 clusters
  Score: Raw -4684471.440397 + Penalty 3434.643021 = -4681036.797376
  nChanged 351
		SP:Iteration 45Q (124987.130000 sec): 3 clusters
  Score: Raw -4684540.489764 + Penalty 3434.643021 = -4681105.846743
  nChanged 362
		SP:Iteration 46Q (124987.600000 sec): 3 clusters
  Score: Raw -4684614.192432 + Penalty 3434.643021 = -4681179.549411
  nChanged 383
		SP:Iteration 47Q (124988.070000 sec): 3 clusters
  Score: Raw -4684702.182867 + Penalty 3434.643021 = -4681267.539845
  nChanged 436
		SP:Iteration 48Q (124988.530000 sec): 3 clusters
  Score: Raw -4684812.609388 + Penalty 3434.643021 = -4681377.966367
  nChanged 451
		SP:Iteration 49Q (124989.000000 sec): 3 clusters
  Score: Raw -4684932.501351 + Penalty 3434.643021 = -4681497.858329
  nChanged 456
		SP:Iteration 50Q (124989.460000 sec): 3 clusters
  Score: Raw -4685053.485142 + Penalty 3434.643021 = -4681618.842121
  nChanged 456
		SP:Iteration 51Q (124989.930000 sec): 3 clusters
  Score: Raw -4685190.610548 + Penalty 3434.643021 = -4681755.967527
  nChanged 517
		SP:Iteration 52Q (124990.400000 sec): 3 clusters
  Score: Raw -4685355.960150 + Penalty 3434.643021 = -4681921.317129
  nChanged 549
		SP:Iteration 53Q (124990.860000 sec): 3 clusters
  Score: Raw -4685541.104632 + Penalty 3434.643021 = -4682106.461611
  nChanged 572
		SP:Iteration 54Q (124991.330000 sec): 3 clusters
  Score: Raw -4685738.559689 + Penalty 3434.643021 = -4682303.916668
  nChanged 562
		SP:Iteration 55Q (124991.770000 sec): 3 clusters
  Score: Raw -4685940.704760 + Penalty 3434.643021 = -4682506.061739
  nChanged 572
		SP:Iteration 56Q (124992.240000 sec): 3 clusters
  Score: Raw -4686151.834043 + Penalty 3434.643021 = -4682717.191022
  nChanged 567
		SP:Iteration 57Q (124992.710000 sec): 3 clusters
  Score: Raw -4686364.708866 + Penalty 3434.643021 = -4682930.065845
  nChanged 533
		SP:Iteration 58Q (124993.170000 sec): 3 clusters
  Score: Raw -4686572.897969 + Penalty 3434.643021 = -4683138.254947
  nChanged 534
		SP:Iteration 59Q (124993.630000 sec): 3 clusters
  Score: Raw -4686781.463264 + Penalty 3434.643021 = -4683346.820243
  nChanged 525
		SP:Iteration 60F (124994.150000 sec): 3 clusters
  Score: Raw -4687000.135485 + Penalty 3434.643021 = -4683565.492464
  nChanged 508
		SP:Iteration 61Q (124994.630000 sec): 3 clusters
  Score: Raw -4687220.767581 + Penalty 3434.643021 = -4683786.124560
  nChanged 495
		SP:Iteration 62Q (124995.090000 sec): 3 clusters
  Score: Raw -4687429.007416 + Penalty 3434.643021 = -4683994.364395
  nChanged 474
		SP:Iteration 63Q (124995.520000 sec): 3 clusters
  Score: Raw -4687646.591117 + Penalty 3434.643021 = -4684211.948096
  nChanged 467
		SP:Iteration 64Q (124995.980000 sec): 3 clusters
  Score: Raw -4687866.020274 + Penalty 3434.643021 = -4684431.377253
  nChanged 425
		SP:Iteration 65Q (124996.400000 sec): 3 clusters
  Score: Raw -4688073.439831 + Penalty 3434.643021 = -4684638.796810
  nChanged 432
		SP:Iteration 66Q (124996.870000 sec): 3 clusters
  Score: Raw -4688288.017440 + Penalty 3434.643021 = -4684853.374419
  nChanged 415
		SP:Iteration 67Q (124997.290000 sec): 3 clusters
  Score: Raw -4688495.016604 + Penalty 3434.643021 = -4685060.373583
  nChanged 381
		SP:Iteration 68Q (124997.790000 sec): 3 clusters
  Score: Raw -4688679.814695 + Penalty 3434.643021 = -4685245.171674
  nChanged 326
		SP:Iteration 69Q (124998.260000 sec): 3 clusters
  Score: Raw -4688847.358666 + Penalty 3434.643021 = -4685412.715645
  nChanged 329
		SP:Iteration 70Q (124998.730000 sec): 3 clusters
  Score: Raw -4689027.623904 + Penalty 3434.643021 = -4685592.980883
  nChanged 296
		SP:Iteration 71Q (124999.200000 sec): 3 clusters
  Score: Raw -4689192.286485 + Penalty 3434.643021 = -4685757.643464
  nChanged 264
		SP:Iteration 72Q (124999.670000 sec): 3 clusters
  Score: Raw -4689332.906001 + Penalty 3434.643021 = -4685898.262980
  nChanged 247
		SP:Iteration 73Q (125000.140000 sec): 3 clusters
  Score: Raw -4689455.144856 + Penalty 3434.643021 = -4686020.501835
  nChanged 200
		SP:Iteration 74Q (125000.620000 sec): 3 clusters
  Score: Raw -4689556.683899 + Penalty 3434.643021 = -4686122.040878
  nChanged 187
		SP:Iteration 75Q (125001.090000 sec): 3 clusters
  Score: Raw -4689657.763998 + Penalty 3434.643021 = -4686223.120977
  nChanged 149
		SP:Iteration 76Q (125001.560000 sec): 3 clusters
  Score: Raw -4689729.149615 + Penalty 3434.643021 = -4686294.506593
  nChanged 126
		SP:Iteration 77Q (125001.970000 sec): 3 clusters
  Score: Raw -4689784.651601 + Penalty 3434.643021 = -4686350.008579
  nChanged 116
		SP:Iteration 78Q (125002.420000 sec): 3 clusters
  Score: Raw -4689837.080927 + Penalty 3434.643021 = -4686402.437906
  nChanged 95
		SP:Iteration 79Q (125002.850000 sec): 3 clusters
  Score: Raw -4689882.465289 + Penalty 3434.643021 = -4686447.822268
  nChanged 90
		SP:Iteration 80F (125003.400000 sec): 3 clusters
  Score: Raw -4689915.850273 + Penalty 3434.643021 = -4686481.207252
  nChanged 64
		SP:Iteration 81Q (125003.860000 sec): 3 clusters
  Score: Raw -4689940.325029 + Penalty 3434.643021 = -4686505.682008
  nChanged 50
		SP:Iteration 82Q (125004.330000 sec): 3 clusters
  Score: Raw -4689958.884461 + Penalty 3434.643021 = -4686524.241440
  nChanged 44
		SP:Iteration 83Q (125004.740000 sec): 3 clusters
  Score: Raw -4689975.644831 + Penalty 3434.643021 = -4686541.001809
  nChanged 35
		SP:Iteration 84Q (125005.100000 sec): 3 clusters
  Score: Raw -4689990.612835 + Penalty 3434.643021 = -4686555.969814
  nChanged 36
		SP:Iteration 85Q (125005.590000 sec): 3 clusters
  Score: Raw -4690006.641893 + Penalty 3434.643021 = -4686571.998872
  nChanged 33
		SP:Iteration 86Q (125006.030000 sec): 3 clusters
  Score: Raw -4690019.413952 + Penalty 3434.643021 = -4686584.770930
  nChanged 32
		SP:Iteration 87Q (125006.480000 sec): 3 clusters
  Score: Raw -4690030.089498 + Penalty 3434.643021 = -4686595.446477
  nChanged 24
		SP:Iteration 88Q (125006.930000 sec): 3 clusters
  Score: Raw -4690038.191313 + Penalty 3434.643021 = -4686603.548291
  nChanged 20
		SP:Iteration 89Q (125007.400000 sec): 3 clusters
  Score: Raw -4690045.895186 + Penalty 3434.643021 = -4686611.252165
  nChanged 17
		SP:Iteration 90Q (125007.850000 sec): 3 clusters
  Score: Raw -4690052.447409 + Penalty 3434.643021 = -4686617.804388
  nChanged 15
		SP:Iteration 91Q (125008.300000 sec): 3 clusters
  Score: Raw -4690057.242212 + Penalty 3434.643021 = -4686622.599190
  nChanged 12
		SP:Iteration 92Q (125008.760000 sec): 3 clusters
  Score: Raw -4690062.592991 + Penalty 3434.643021 = -4686627.949970
  nChanged 11
		SP:Iteration 93Q (125009.210000 sec): 3 clusters
  Score: Raw -4690066.470639 + Penalty 3434.643021 = -4686631.827618
  nChanged 8
		SP:Iteration 94Q (125009.670000 sec): 3 clusters
  Score: Raw -4690068.675708 + Penalty 3434.643021 = -4686634.032687
  nChanged 4
		SP:Iteration 95Q (125010.120000 sec): 3 clusters
  Score: Raw -4690069.834575 + Penalty 3434.643021 = -4686635.191554
  nChanged 6
		SP:Iteration 96Q (125010.580000 sec): 3 clusters
  Score: Raw -4690071.110699 + Penalty 3434.643021 = -4686636.467678
  nChanged 4
		SP:Iteration 97Q (125011.030000 sec): 3 clusters
  Score: Raw -4690072.132511 + Penalty 3434.643021 = -4686637.489490
  nChanged 5
		SP:Iteration 98Q (125011.490000 sec): 3 clusters
  Score: Raw -4690073.514160 + Penalty 3434.643021 = -4686638.871138
  nChanged 2
		SP:Iteration 99Q (125011.940000 sec): 3 clusters
  Score: Raw -4690074.299846 + Penalty 3434.643021 = -4686639.656825
  nChanged 7
		SP:Iteration 100F (125012.440000 sec): 3 clusters
  Score: Raw -4690076.718291 + Penalty 3434.643021 = -4686642.075270
  nChanged 5
		SP:Iteration 101Q (125012.900000 sec): 3 clusters
  Score: Raw -4690078.382784 + Penalty 3434.643021 = -4686643.739763
  nChanged 2
		SP:Iteration 102Q (125013.390000 sec): 3 clusters
  Score: Raw -4690078.653829 + Penalty 3434.643021 = -4686644.010808
  nChanged 4
		SP:Iteration 103Q (125013.830000 sec): 3 clusters
  Score: Raw -4690080.284676 + Penalty 3434.643021 = -4686645.641655
  nChanged 7
		SP:Iteration 104Q (125014.180000 sec): 3 clusters
  Score: Raw -4690082.635844 + Penalty 3434.643021 = -4686647.992823
  nChanged 3
		SP:Iteration 105Q (125014.560000 sec): 3 clusters
  Score: Raw -4690083.642941 + Penalty 3434.643021 = -4686648.999920
  nChanged 3
		SP:Iteration 106Q (125014.930000 sec): 3 clusters
  Score: Raw -4690084.371186 + Penalty 3434.643021 = -4686649.728165
  nChanged 4
		SP:Iteration 107Q (125015.400000 sec): 3 clusters
  Score: Raw -4690085.560480 + Penalty 3434.643021 = -4686650.917459
  nChanged 3
		SP:Iteration 108Q (125015.850000 sec): 3 clusters
  Score: Raw -4690086.165471 + Penalty 3434.643021 = -4686651.522450
  nChanged 2
		SP:Iteration 109Q (125016.300000 sec): 3 clusters
  Score: Raw -4690086.808401 + Penalty 3434.643021 = -4686652.165380
  nChanged 0
		SP:Iteration 110F (125016.800000 sec): 3 clusters
  Score: Raw -4690086.808401 + Penalty 3434.643021 = -4686652.165380
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 71 (210 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (125016.880000 sec): 2 clusters
  Score: Raw -15545.537774 + Penalty 868.904974 = -14676.632800
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (125017.060000 sec): 3 clusters
  Score: Raw -15674.388128 + Penalty 1737.809947 = -13936.578181
  nChanged 42
		SP:Iteration 1F (125017.230000 sec): 3 clusters
  Score: Raw -15889.508983 + Penalty 1737.809947 = -14151.699035
  nChanged 22
		SP:Iteration 2F (125017.410000 sec): 3 clusters
  Score: Raw -16042.749707 + Penalty 1737.809947 = -14304.939759
  nChanged 6
		SP:Iteration 3Q (125017.590000 sec): 3 clusters
  Score: Raw -16076.619481 + Penalty 1737.809947 = -14338.809533
  nChanged 0
		SP:Iteration 4F (125017.760000 sec): 3 clusters
  Score: Raw -16076.619481 + Penalty 1737.809947 = -14338.809533
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 72 (558 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (125017.850000 sec): 2 clusters
  Score: Raw -80138.064976 + Penalty 1027.708331 = -79110.356645
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (125018.030000 sec): 3 clusters
  Score: Raw -80107.004093 + Penalty 2055.416663 = -78051.587430
  nChanged 156
		SP:Iteration 1F (125018.210000 sec): 3 clusters
  Score: Raw -80344.685637 + Penalty 2055.416663 = -78289.268975
  nChanged 46
		SP:Iteration 2F (125018.380000 sec): 3 clusters
  Score: Raw -80427.662837 + Penalty 2055.416663 = -78372.246174
  nChanged 32
		SP:Iteration 3F (125018.560000 sec): 3 clusters
  Score: Raw -80490.140123 + Penalty 2055.416663 = -78434.723460
  nChanged 19
		SP:Iteration 4Q (125018.740000 sec): 3 clusters
  Score: Raw -80532.589980 + Penalty 2055.416663 = -78477.173317
  nChanged 19
		SP:Iteration 5Q (125018.910000 sec): 3 clusters
  Score: Raw -80572.581625 + Penalty 2055.416663 = -78517.164962
  nChanged 24
		SP:Iteration 6Q (125019.090000 sec): 3 clusters
  Score: Raw -80646.052156 + Penalty 2055.416663 = -78590.635493
  nChanged 13
		SP:Iteration 7Q (125019.300000 sec): 3 clusters
  Score: Raw -80722.710150 + Penalty 2055.416663 = -78667.293487
  nChanged 21
		SP:Iteration 8Q (125019.440000 sec): 3 clusters
  Score: Raw -80805.310544 + Penalty 2055.416663 = -78749.893881
  nChanged 12
		SP:Iteration 9Q (125019.600000 sec): 3 clusters
  Score: Raw -80863.369637 + Penalty 2055.416663 = -78807.952974
  nChanged 10
		SP:Iteration 10Q (125019.780000 sec): 3 clusters
  Score: Raw -80899.878108 + Penalty 2055.416663 = -78844.461446
  nChanged 5
		SP:Iteration 11Q (125019.960000 sec): 3 clusters
  Score: Raw -80931.789120 + Penalty 2055.416663 = -78876.372457
  nChanged 4
		SP:Iteration 12Q (125020.130000 sec): 3 clusters
  Score: Raw -80953.592148 + Penalty 2055.416663 = -78898.175485
  nChanged 0
		SP:Iteration 13F (125020.310000 sec): 3 clusters
  Score: Raw -80972.507143 + Penalty 2055.416663 = -78917.090480
  nChanged 6
		SP:Iteration 14Q (125020.480000 sec): 3 clusters
  Score: Raw -81036.203970 + Penalty 2055.416663 = -78980.787308
  nChanged 11
		SP:Iteration 15Q (125020.660000 sec): 3 clusters
  Score: Raw -81073.558957 + Penalty 2055.416663 = -79018.142294
  nChanged 9
		SP:Iteration 16Q (125020.840000 sec): 3 clusters
  Score: Raw -81092.731393 + Penalty 2055.416663 = -79037.314730
  nChanged 4
		SP:Iteration 17Q (125021.010000 sec): 3 clusters
  Score: Raw -81099.331453 + Penalty 2055.416663 = -79043.914790
  nChanged 1
		SP:Iteration 18Q (125021.180000 sec): 3 clusters
  Score: Raw -81100.476644 + Penalty 2055.416663 = -79045.059981
  nChanged 0
		SP:Iteration 19F (125021.360000 sec): 3 clusters
  Score: Raw -81100.476644 + Penalty 2055.416663 = -79045.059981
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 73 (133 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (125021.450000 sec): 2 clusters
  Score: Raw -15200.224583 + Penalty 794.681733 = -14405.542850
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (125021.620000 sec): 3 clusters
  Score: Raw -15408.100558 + Penalty 1589.363467 = -13818.737092
  nChanged 17
		SP:Iteration 1F (125021.800000 sec): 3 clusters
  Score: Raw -15495.966318 + Penalty 1589.363467 = -13906.602851
  nChanged 7
		SP:Iteration 2F (125021.980000 sec): 3 clusters
  Score: Raw -15523.194929 + Penalty 1589.363467 = -13933.831463
  nChanged 2
		SP:Iteration 3Q (125022.150000 sec): 3 clusters
  Score: Raw -15535.385041 + Penalty 1589.363467 = -13946.021574
  nChanged 1
		SP:Iteration 4Q (125022.330000 sec): 3 clusters
  Score: Raw -15537.445418 + Penalty 1589.363467 = -13948.081952
  nChanged 0
		SP:Iteration 5F (125022.500000 sec): 3 clusters
  Score: Raw -15537.445418 + Penalty 1589.363467 = -13948.081952
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 74 (8514 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (125022.640000 sec): 2 clusters
  Score: Raw -1069231.437305 + Penalty 1470.538411 = -1067760.898893
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (125022.820000 sec): 3 clusters
  Score: Raw -1064436.477521 + Penalty 2941.076823 = -1061495.400698
  nChanged 3666
		SP:Iteration 1F (125023.020000 sec): 3 clusters
  Score: Raw -1066364.920874 + Penalty 2941.076823 = -1063423.844052
  nChanged 494
		SP:Iteration 2F (125023.220000 sec): 3 clusters
  Score: Raw -1066549.931175 + Penalty 2941.076823 = -1063608.854353
  nChanged 356
		SP:Iteration 3Q (125023.410000 sec): 3 clusters
  Score: Raw -1066682.073976 + Penalty 2941.076823 = -1063740.997153
  nChanged 314
		SP:Iteration 4Q (125023.600000 sec): 3 clusters
  Score: Raw -1066794.125300 + Penalty 2941.076823 = -1063853.048477
  nChanged 301
		SP:Iteration 5Q (125023.800000 sec): 3 clusters
  Score: Raw -1066927.295496 + Penalty 2941.076823 = -1063986.218674
  nChanged 322
		SP:Iteration 6Q (125023.990000 sec): 3 clusters
  Score: Raw -1067093.006677 + Penalty 2941.076823 = -1064151.929855
  nChanged 356
		SP:Iteration 7Q (125024.180000 sec): 3 clusters
  Score: Raw -1067297.415134 + Penalty 2941.076823 = -1064356.338311
  nChanged 429
		SP:Iteration 8F (125024.380000 sec): 3 clusters
  Score: Raw -1067583.520533 + Penalty 2941.076823 = -1064642.443711
  nChanged 476
		SP:Iteration 9F (125024.570000 sec): 3 clusters
  Score: Raw -1067932.643108 + Penalty 2941.076823 = -1064991.566286
  nChanged 488
		SP:Iteration 10F (125024.760000 sec): 3 clusters
  Score: Raw -1068322.198359 + Penalty 2941.076823 = -1065381.121536
  nChanged 469
		SP:Iteration 11F (125024.960000 sec): 3 clusters
  Score: Raw -1068748.358500 + Penalty 2941.076823 = -1065807.281677
  nChanged 401
		SP:Iteration 12Q (125025.150000 sec): 3 clusters
  Score: Raw -1069119.290489 + Penalty 2941.076823 = -1066178.213666
  nChanged 276
		SP:Iteration 13Q (125025.350000 sec): 3 clusters
  Score: Raw -1069375.194871 + Penalty 2941.076823 = -1066434.118048
  nChanged 159
		SP:Iteration 14Q (125025.540000 sec): 3 clusters
  Score: Raw -1069516.956774 + Penalty 2941.076823 = -1066575.879952
  nChanged 81
		SP:Iteration 15Q (125025.730000 sec): 3 clusters
  Score: Raw -1069596.130576 + Penalty 2941.076823 = -1066655.053753
  nChanged 46
		SP:Iteration 16Q (125025.930000 sec): 3 clusters
  Score: Raw -1069639.960360 + Penalty 2941.076823 = -1066698.883538
  nChanged 25
		SP:Iteration 17Q (125026.120000 sec): 3 clusters
  Score: Raw -1069669.137734 + Penalty 2941.076823 = -1066728.060911
  nChanged 18
		SP:Iteration 18Q (125026.320000 sec): 3 clusters
  Score: Raw -1069691.018386 + Penalty 2941.076823 = -1066749.941564
  nChanged 19
		SP:Iteration 19Q (125026.510000 sec): 3 clusters
  Score: Raw -1069708.192111 + Penalty 2941.076823 = -1066767.115289
  nChanged 11
		SP:Iteration 20F (125026.700000 sec): 3 clusters
  Score: Raw -1069720.745820 + Penalty 2941.076823 = -1066779.668998
  nChanged 13
		SP:Iteration 21Q (125026.900000 sec): 3 clusters
  Score: Raw -1069730.059305 + Penalty 2941.076823 = -1066788.982483
  nChanged 5
		SP:Iteration 22Q (125027.100000 sec): 3 clusters
  Score: Raw -1069734.818355 + Penalty 2941.076823 = -1066793.741532
  nChanged 4
		SP:Iteration 23Q (125027.290000 sec): 3 clusters
  Score: Raw -1069737.983890 + Penalty 2941.076823 = -1066796.907068
  nChanged 2
		SP:Iteration 24Q (125027.480000 sec): 3 clusters
  Score: Raw -1069741.645740 + Penalty 2941.076823 = -1066800.568917
  nChanged 3
		SP:Iteration 25Q (125027.680000 sec): 3 clusters
  Score: Raw -1069745.908035 + Penalty 2941.076823 = -1066804.831212
  nChanged 2
		SP:Iteration 26Q (125027.860000 sec): 3 clusters
  Score: Raw -1069747.535558 + Penalty 2941.076823 = -1066806.458735
  nChanged 2
		SP:Iteration 27Q (125028.100000 sec): 3 clusters
  Score: Raw -1069749.473647 + Penalty 2941.076823 = -1066808.396825
  nChanged 3
		SP:Iteration 28Q (125028.290000 sec): 3 clusters
  Score: Raw -1069752.797393 + Penalty 2941.076823 = -1066811.720570
  nChanged 4
		SP:Iteration 29Q (125028.480000 sec): 3 clusters
  Score: Raw -1069757.450836 + Penalty 2941.076823 = -1066816.374013
  nChanged 3
		SP:Iteration 30Q (125028.680000 sec): 3 clusters
  Score: Raw -1069760.817339 + Penalty 2941.076823 = -1066819.740517
  nChanged 2
		SP:Iteration 31Q (125028.870000 sec): 3 clusters
  Score: Raw -1069764.291146 + Penalty 2941.076823 = -1066823.214323
  nChanged 2
		SP:Iteration 32Q (125029.070000 sec): 3 clusters
  Score: Raw -1069766.102889 + Penalty 2941.076823 = -1066825.026067
  nChanged 3
		SP:Iteration 33Q (125029.260000 sec): 3 clusters
  Score: Raw -1069768.853013 + Penalty 2941.076823 = -1066827.776190
  nChanged 2
		SP:Iteration 34Q (125029.450000 sec): 3 clusters
  Score: Raw -1069770.462117 + Penalty 2941.076823 = -1066829.385295
  nChanged 1
		SP:Iteration 35Q (125029.710000 sec): 3 clusters
  Score: Raw -1069771.486116 + Penalty 2941.076823 = -1066830.409293
  nChanged 0
		SP:Iteration 36F (125029.900000 sec): 3 clusters
  Score: Raw -1069771.486116 + Penalty 2941.076823 = -1066830.409293
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 75 (190 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (125030.010000 sec): 2 clusters
  Score: Raw -14957.151319 + Penalty 852.641412 = -14104.509907
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (125030.160000 sec): 3 clusters
  Score: Raw -15068.871267 + Penalty 1705.282823 = -13363.588444
  nChanged 32
		SP:Iteration 1F (125030.340000 sec): 3 clusters
  Score: Raw -15165.797850 + Penalty 1705.282823 = -13460.515026
  nChanged 9
		SP:Iteration 2Q (125030.510000 sec): 3 clusters
  Score: Raw -15198.961383 + Penalty 1705.282823 = -13493.678560
  nChanged 5
		SP:Iteration 3Q (125030.690000 sec): 3 clusters
  Score: Raw -15210.898561 + Penalty 1705.282823 = -13505.615737
  nChanged 1
		SP:Iteration 4Q (125030.860000 sec): 3 clusters
  Score: Raw -15214.936870 + Penalty 1705.282823 = -13509.654046
  nChanged 1
		SP:Iteration 5Q (125031.040000 sec): 3 clusters
  Score: Raw -15220.776714 + Penalty 1705.282823 = -13515.493890
  nChanged 0
		SP:Iteration 6F (125031.210000 sec): 3 clusters
  Score: Raw -15220.776714 + Penalty 1705.282823 = -13515.493890
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 76 (12811 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (125031.360000 sec): 2 clusters
  Score: Raw -1604709.362150 + Penalty 1536.934662 = -1603172.427488
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (125031.630000 sec): 3 clusters
  Score: Raw -1597242.429088 + Penalty 3073.869323 = -1594168.559765
  nChanged 5687
		SP:Iteration 1F (125031.910000 sec): 3 clusters
  Score: Raw -1600412.124940 + Penalty 3073.869323 = -1597338.255617
  nChanged 694
		SP:Iteration 2F (125032.150000 sec): 3 clusters
  Score: Raw -1600663.332671 + Penalty 3073.869323 = -1597589.463348
  nChanged 567
		SP:Iteration 3Q (125032.450000 sec): 3 clusters
  Score: Raw -1600864.199739 + Penalty 3073.869323 = -1597790.330416
  nChanged 497
		SP:Iteration 4Q (125032.660000 sec): 3 clusters
  Score: Raw -1601026.023376 + Penalty 3073.869323 = -1597952.154053
  nChanged 416
		SP:Iteration 5Q (125032.950000 sec): 3 clusters
  Score: Raw -1601153.248244 + Penalty 3073.869323 = -1598079.378921
  nChanged 368
		SP:Iteration 6Q (125033.200000 sec): 3 clusters
  Score: Raw -1601261.588597 + Penalty 3073.869323 = -1598187.719273
  nChanged 377
		SP:Iteration 7Q (125033.480000 sec): 3 clusters
  Score: Raw -1601394.622659 + Penalty 3073.869323 = -1598320.753336
  nChanged 455
		SP:Iteration 8Q (125033.730000 sec): 3 clusters
  Score: Raw -1601575.829751 + Penalty 3073.869323 = -1598501.960428
  nChanged 513
		SP:Iteration 9Q (125033.970000 sec): 3 clusters
  Score: Raw -1601818.258123 + Penalty 3073.869323 = -1598744.388800
  nChanged 628
		SP:Iteration 10Q (125034.260000 sec): 3 clusters
  Score: Raw -1602222.234510 + Penalty 3073.869323 = -1599148.365187
  nChanged 811
		SP:Iteration 11F (125034.510000 sec): 3 clusters
  Score: Raw -1602878.560759 + Penalty 3073.869323 = -1599804.691436
  nChanged 869
		SP:Iteration 12F (125034.750000 sec): 3 clusters
  Score: Raw -1603642.820089 + Penalty 3073.869323 = -1600568.950766
  nChanged 764
		SP:Iteration 13F (125035.040000 sec): 3 clusters
  Score: Raw -1604282.275780 + Penalty 3073.869323 = -1601208.406457
  nChanged 539
		SP:Iteration 14Q (125035.280000 sec): 3 clusters
  Score: Raw -1604643.845126 + Penalty 3073.869323 = -1601569.975803
  nChanged 334
		SP:Iteration 15Q (125035.580000 sec): 3 clusters
  Score: Raw -1604814.117533 + Penalty 3073.869323 = -1601740.248210
  nChanged 190
		SP:Iteration 16Q (125035.820000 sec): 3 clusters
  Score: Raw -1604903.051333 + Penalty 3073.869323 = -1601829.182010
  nChanged 142
		SP:Iteration 17Q (125036.110000 sec): 3 clusters
  Score: Raw -1604969.106305 + Penalty 3073.869323 = -1601895.236982
  nChanged 108
		SP:Iteration 18Q (125036.360000 sec): 3 clusters
  Score: Raw -1605010.836797 + Penalty 3073.869323 = -1601936.967474
  nChanged 75
		SP:Iteration 19Q (125036.650000 sec): 3 clusters
  Score: Raw -1605032.190604 + Penalty 3073.869323 = -1601958.321280
  nChanged 41
		SP:Iteration 20F (125036.900000 sec): 3 clusters
  Score: Raw -1605043.135137 + Penalty 3073.869323 = -1601969.265814
  nChanged 32
		SP:Iteration 21Q (125037.190000 sec): 3 clusters
  Score: Raw -1605053.163823 + Penalty 3073.869323 = -1601979.294500
  nChanged 34
		SP:Iteration 22Q (125037.430000 sec): 3 clusters
  Score: Raw -1605065.258025 + Penalty 3073.869323 = -1601991.388702
  nChanged 26
		SP:Iteration 23Q (125037.720000 sec): 3 clusters
  Score: Raw -1605073.807145 + Penalty 3073.869323 = -1601999.937822
  nChanged 24
		SP:Iteration 24Q (125037.970000 sec): 3 clusters
  Score: Raw -1605082.743644 + Penalty 3073.869323 = -1602008.874321
  nChanged 29
		SP:Iteration 25Q (125038.260000 sec): 3 clusters
  Score: Raw -1605092.770845 + Penalty 3073.869323 = -1602018.901522
  nChanged 35
		SP:Iteration 26Q (125038.500000 sec): 3 clusters
  Score: Raw -1605106.725594 + Penalty 3073.869323 = -1602032.856271
  nChanged 29
		SP:Iteration 27Q (125038.750000 sec): 3 clusters
  Score: Raw -1605120.605927 + Penalty 3073.869323 = -1602046.736604
  nChanged 33
		SP:Iteration 28Q (125038.960000 sec): 3 clusters
  Score: Raw -1605133.849138 + Penalty 3073.869323 = -1602059.979815
  nChanged 25
		SP:Iteration 29Q (125039.240000 sec): 3 clusters
  Score: Raw -1605143.000585 + Penalty 3073.869323 = -1602069.131262
  nChanged 22
		SP:Iteration 30Q (125039.450000 sec): 3 clusters
  Score: Raw -1605150.609439 + Penalty 3073.869323 = -1602076.740116
  nChanged 18
		SP:Iteration 31Q (125039.700000 sec): 3 clusters
  Score: Raw -1605155.551334 + Penalty 3073.869323 = -1602081.682011
  nChanged 8
		SP:Iteration 32Q (125039.920000 sec): 3 clusters
  Score: Raw -1605158.216112 + Penalty 3073.869323 = -1602084.346788
  nChanged 6
		SP:Iteration 33Q (125040.200000 sec): 3 clusters
  Score: Raw -1605159.823532 + Penalty 3073.869323 = -1602085.954209
  nChanged 3
		SP:Iteration 34Q (125040.450000 sec): 3 clusters
  Score: Raw -1605160.489474 + Penalty 3073.869323 = -1602086.620151
  nChanged 4
		SP:Iteration 35Q (125040.670000 sec): 3 clusters
  Score: Raw -1605161.350479 + Penalty 3073.869323 = -1602087.481156
  nChanged 3
		SP:Iteration 36Q (125040.950000 sec): 3 clusters
  Score: Raw -1605162.489874 + Penalty 3073.869323 = -1602088.620551
  nChanged 0
		SP:Iteration 37F (125041.200000 sec): 3 clusters
  Score: Raw -1605162.489874 + Penalty 3073.869323 = -1602088.620551
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 77 (168 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (125041.300000 sec): 2 clusters
  Score: Raw -9925.884633 + Penalty 832.644147 = -9093.240487
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (125041.450000 sec): 3 clusters
  Score: Raw -10187.135896 + Penalty 1665.288293 = -8521.847603
  nChanged 34
		SP:Iteration 1F (125041.630000 sec): 3 clusters
  Score: Raw -10296.131533 + Penalty 1665.288293 = -8630.843239
  nChanged 9
		SP:Iteration 2F (125041.800000 sec): 3 clusters
  Score: Raw -10329.215865 + Penalty 1665.288293 = -8663.927572
  nChanged 6
		SP:Iteration 3Q (125041.980000 sec): 3 clusters
  Score: Raw -10370.478443 + Penalty 1665.288293 = -8705.190150
  nChanged 5
		SP:Iteration 4Q (125042.160000 sec): 3 clusters
  Score: Raw -10401.341359 + Penalty 1665.288293 = -8736.053065
  nChanged 2
		SP:Iteration 5Q (125042.330000 sec): 3 clusters
  Score: Raw -10427.220713 + Penalty 1665.288293 = -8761.932419
  nChanged 1
		SP:Iteration 6Q (125042.510000 sec): 3 clusters
  Score: Raw -10443.822914 + Penalty 1665.288293 = -8778.534621
  nChanged 0
		SP:Iteration 7F (125042.680000 sec): 3 clusters
  Score: Raw -10443.822914 + Penalty 1665.288293 = -8778.534621
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 78 (1004 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (125042.770000 sec): 2 clusters
  Score: Raw -124457.411524 + Penalty 1123.158936 = -123334.252587
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (125042.950000 sec): 3 clusters
  Score: Raw -124117.381993 + Penalty 2246.317873 = -121871.064121
  nChanged 293
		SP:Iteration 1F (125043.120000 sec): 3 clusters
  Score: Raw -124360.328806 + Penalty 2246.317873 = -122114.010934
  nChanged 58
		SP:Iteration 2F (125043.300000 sec): 3 clusters
  Score: Raw -124412.347355 + Penalty 2246.317873 = -122166.029482
  nChanged 40
		SP:Iteration 3Q (125043.480000 sec): 3 clusters
  Score: Raw -124447.384683 + Penalty 2246.317873 = -122201.066810
  nChanged 24
		SP:Iteration 4Q (125043.650000 sec): 3 clusters
  Score: Raw -124464.283859 + Penalty 2246.317873 = -122217.965986
  nChanged 18
		SP:Iteration 5Q (125043.830000 sec): 3 clusters
  Score: Raw -124478.798320 + Penalty 2246.317873 = -122232.480447
  nChanged 17
		SP:Iteration 6Q (125044.000000 sec): 3 clusters
  Score: Raw -124500.358485 + Penalty 2246.317873 = -122254.040612
  nChanged 19
		SP:Iteration 7Q (125044.180000 sec): 3 clusters
  Score: Raw -124522.009381 + Penalty 2246.317873 = -122275.691509
  nChanged 12
		SP:Iteration 8Q (125044.360000 sec): 3 clusters
  Score: Raw -124533.054416 + Penalty 2246.317873 = -122286.736543
  nChanged 8
		SP:Iteration 9Q (125044.530000 sec): 3 clusters
  Score: Raw -124540.675811 + Penalty 2246.317873 = -122294.357939
  nChanged 5
		SP:Iteration 10Q (125044.710000 sec): 3 clusters
  Score: Raw -124544.065639 + Penalty 2246.317873 = -122297.747767
  nChanged 3
		SP:Iteration 11Q (125044.880000 sec): 3 clusters
  Score: Raw -124545.783509 + Penalty 2246.317873 = -122299.465636
  nChanged 4
		SP:Iteration 12Q (125045.060000 sec): 3 clusters
  Score: Raw -124548.537365 + Penalty 2246.317873 = -122302.219492
  nChanged 6
		SP:Iteration 13Q (125045.240000 sec): 3 clusters
  Score: Raw -124552.466250 + Penalty 2246.317873 = -122306.148378
  nChanged 4
		SP:Iteration 14Q (125045.410000 sec): 3 clusters
  Score: Raw -124557.106870 + Penalty 2246.317873 = -122310.788997
  nChanged 10
		SP:Iteration 15Q (125045.590000 sec): 3 clusters
  Score: Raw -124567.024671 + Penalty 2246.317873 = -122320.706798
  nChanged 5
		SP:Iteration 16Q (125045.760000 sec): 3 clusters
  Score: Raw -124572.549990 + Penalty 2246.317873 = -122326.232117
  nChanged 4
		SP:Iteration 17Q (125045.940000 sec): 3 clusters
  Score: Raw -124575.442548 + Penalty 2246.317873 = -122329.124675
  nChanged 3
		SP:Iteration 18Q (125046.120000 sec): 3 clusters
  Score: Raw -124578.833815 + Penalty 2246.317873 = -122332.515943
  nChanged 4
		SP:Iteration 19Q (125046.290000 sec): 3 clusters
  Score: Raw -124581.832258 + Penalty 2246.317873 = -122335.514386
  nChanged 2
		SP:Iteration 20F (125046.470000 sec): 3 clusters
  Score: Raw -124585.153747 + Penalty 2246.317873 = -122338.835874
  nChanged 10
		SP:Iteration 21Q (125046.640000 sec): 3 clusters
  Score: Raw -124595.695007 + Penalty 2246.317873 = -122349.377135
  nChanged 8
		SP:Iteration 22Q (125046.820000 sec): 3 clusters
  Score: Raw -124606.865504 + Penalty 2246.317873 = -122360.547632
  nChanged 4
		SP:Iteration 23Q (125047.000000 sec): 3 clusters
  Score: Raw -124610.553214 + Penalty 2246.317873 = -122364.235342
  nChanged 3
		SP:Iteration 24Q (125047.170000 sec): 3 clusters
  Score: Raw -124613.278119 + Penalty 2246.317873 = -122366.960246
  nChanged 2
		SP:Iteration 25Q (125047.350000 sec): 3 clusters
  Score: Raw -124614.050234 + Penalty 2246.317873 = -122367.732362
  nChanged 0
		SP:Iteration 26F (125047.520000 sec): 3 clusters
  Score: Raw -124614.050234 + Penalty 2246.317873 = -122367.732362
  nChanged 0
Deleting Class 79 (70 points): Lose 1178.337954 but Gain 2224.536093
Iteration 499Q (125212.920000 sec): 79 clusters
  Score: Raw -104767918.847792 + Penalty 173513.815276 = -104594405.032517
  nChanged 115
Iteration 500F (125443.610000 sec): 79 clusters
  Score: Raw -104768408.536047 + Penalty 173513.815276 = -104594894.720771
  nChanged 47
Iteration 501Q (125606.720000 sec): 79 clusters
  Score: Raw -104768490.919278 + Penalty 173513.815276 = -104594977.104003
  nChanged 45
Iteration 502Q (125769.750000 sec): 79 clusters
  Score: Raw -104768518.256950 + Penalty 173513.815276 = -104595004.441674
  nChanged 47
Iteration 503Q (125932.060000 sec): 79 clusters
  Score: Raw -104768541.910733 + Penalty 173513.815276 = -104595028.095458
  nChanged 37
Iteration 504Q (126095.700000 sec): 79 clusters
  Score: Raw -104768553.119397 + Penalty 173513.815276 = -104595039.304121
  nChanged 37
Iteration 505Q (126260.050000 sec): 79 clusters
  Score: Raw -104768559.746652 + Penalty 173513.815276 = -104595045.931376
  nChanged 26
Iteration 506Q (126423.640000 sec): 79 clusters
  Score: Raw -104768563.509360 + Penalty 173513.815276 = -104595049.694084
  nChanged 31
Iteration 507Q (126589.010000 sec): 79 clusters
  Score: Raw -104768565.181453 + Penalty 173513.815276 = -104595051.366178
  nChanged 25
Iteration 508Q (126752.070000 sec): 79 clusters
  Score: Raw -104768565.833341 + Penalty 173513.815276 = -104595052.018065
  nChanged 24
Iteration 509Q (126914.410000 sec): 79 clusters
  Score: Raw -104768566.623526 + Penalty 173513.815276 = -104595052.808250
  nChanged 20
Iteration 510Q (127077.370000 sec): 79 clusters
  Score: Raw -104768567.166019 + Penalty 173513.815276 = -104595053.350743
  nChanged 27
Iteration 511Q (127241.270000 sec): 79 clusters
  Score: Raw -104768568.143671 + Penalty 173513.815276 = -104595054.328396
  nChanged 29
Iteration 512Q (127404.170000 sec): 79 clusters
  Score: Raw -104768569.317050 + Penalty 173513.815276 = -104595055.501775
  nChanged 27
Iteration 513Q (127567.270000 sec): 79 clusters
  Score: Raw -104768570.193843 + Penalty 173513.815276 = -104595056.378567
  nChanged 34
Iteration 514Q (127729.450000 sec): 79 clusters
  Score: Raw -104768571.349428 + Penalty 173513.815276 = -104595057.534153
  nChanged 34
Iteration 515Q (127893.560000 sec): 79 clusters
  Score: Raw -104768572.753856 + Penalty 173513.815276 = -104595058.938581
  nChanged 39
Iteration 516Q (128055.930000 sec): 79 clusters
  Score: Raw -104768574.646413 + Penalty 173513.815276 = -104595060.831137
  nChanged 50
Iteration 517Q (128218.960000 sec): 79 clusters
  Score: Raw -104768576.872556 + Penalty 173513.815276 = -104595063.057281
  nChanged 64
Iteration 518Q (128383.100000 sec): 79 clusters
  Score: Raw -104768579.185610 + Penalty 173513.815276 = -104595065.370335
  nChanged 71
Iteration 519Q (128546.480000 sec): 79 clusters
  Score: Raw -104768582.242432 + Penalty 173513.815276 = -104595068.427157
  nChanged 77
Iteration 520F (128770.570000 sec): 79 clusters
  Score: Raw -104768585.844317 + Penalty 173513.815276 = -104595072.029042
  nChanged 71
Iteration 521Q (128934.080000 sec): 79 clusters
  Score: Raw -104768589.775754 + Penalty 173513.815276 = -104595075.960478
  nChanged 71
Iteration 522Q (129098.360000 sec): 79 clusters
  Score: Raw -104768592.244419 + Penalty 173513.815276 = -104595078.429143
  nChanged 68
Iteration 523Q (129261.480000 sec): 79 clusters
  Score: Raw -104768595.298282 + Penalty 173513.815276 = -104595081.483006
  nChanged 73
Iteration 524Q (129424.550000 sec): 79 clusters
  Score: Raw -104768597.891547 + Penalty 173513.815276 = -104595084.076272
  nChanged 74
Iteration 525Q (129584.860000 sec): 79 clusters
  Score: Raw -104768600.253695 + Penalty 173513.815276 = -104595086.438420
  nChanged 69
Iteration 526Q (129746.810000 sec): 79 clusters
  Score: Raw -104768602.865045 + Penalty 173513.815276 = -104595089.049770
  nChanged 51
Iteration 527Q (129905.460000 sec): 79 clusters
  Score: Raw -104768604.467697 + Penalty 173513.815276 = -104595090.652421
  nChanged 50
Iteration 528Q (130066.920000 sec): 79 clusters
  Score: Raw -104768605.673867 + Penalty 173513.815276 = -104595091.858591
  nChanged 48
Iteration 529Q (130230.560000 sec): 79 clusters
  Score: Raw -104768606.808076 + Penalty 173513.815276 = -104595092.992800
  nChanged 40
Iteration 530Q (130395.280000 sec): 79 clusters
  Score: Raw -104768608.005406 + Penalty 173513.815276 = -104595094.190130
  nChanged 41
Iteration 531Q (130558.490000 sec): 79 clusters
  Score: Raw -104768609.450898 + Penalty 173513.815276 = -104595095.635623
  nChanged 67
Iteration 532Q (130719.890000 sec): 79 clusters
  Score: Raw -104768611.642809 + Penalty 173513.815276 = -104595097.827534
  nChanged 65
Iteration 533Q (130883.900000 sec): 79 clusters
  Score: Raw -104768614.004987 + Penalty 173513.815276 = -104595100.189712
  nChanged 66
Iteration 534Q (131046.900000 sec): 79 clusters
  Score: Raw -104768616.493557 + Penalty 173513.815276 = -104595102.678282
  nChanged 71
Iteration 535Q (131210.330000 sec): 79 clusters
  Score: Raw -104768619.245306 + Penalty 173513.815276 = -104595105.430031
  nChanged 77
Iteration 536Q (131372.350000 sec): 79 clusters
  Score: Raw -104768622.376888 + Penalty 173513.815276 = -104595108.561613
  nChanged 72
Iteration 537Q (131536.000000 sec): 79 clusters
  Score: Raw -104768624.575046 + Penalty 173513.815276 = -104595110.759770
  nChanged 63
Iteration 538Q (131700.360000 sec): 79 clusters
  Score: Raw -104768626.695081 + Penalty 173513.815276 = -104595112.879805
  nChanged 74
Writing temp clu file 
Because OldScore, -104595110.759770, is greater than current (better) Score,-104595112.879805 
 Compute initial score before splitting:   Score: Raw -104768626.695081 + Penalty 173513.815276 = -104595112.879805
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 1 (379 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (131700.510000 sec): 2 clusters
  Score: Raw -35668.273532 + Penalty 964.849633 = -34703.423898
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (131700.670000 sec): 3 clusters
  Score: Raw -35699.259229 + Penalty 1929.699267 = -33769.559963
  nChanged 83
		SP:Iteration 1F (131700.850000 sec): 3 clusters
  Score: Raw -35896.687770 + Penalty 1929.699267 = -33966.988503
  nChanged 26
		SP:Iteration 2F (131700.940000 sec): 3 clusters
  Score: Raw -35992.352171 + Penalty 1929.699267 = -34062.652904
  nChanged 21
		SP:Iteration 3F (131700.950000 sec): 3 clusters
  Score: Raw -36068.434839 + Penalty 1929.699267 = -34138.735573
  nChanged 19
		SP:Iteration 4F (131700.960000 sec): 3 clusters
  Score: Raw -36126.603186 + Penalty 1929.699267 = -34196.903920
  nChanged 11
		SP:Iteration 5Q (131700.970000 sec): 3 clusters
  Score: Raw -36211.272746 + Penalty 1929.699267 = -34281.573479
  nChanged 14
		SP:Iteration 6Q (131700.970000 sec): 3 clusters
  Score: Raw -36310.629316 + Penalty 1929.699267 = -34380.930050
  nChanged 11
		SP:Iteration 7Q (131700.990000 sec): 3 clusters
  Score: Raw -36364.307691 + Penalty 1929.699267 = -34434.608424
  nChanged 8
		SP:Iteration 8Q (131701.000000 sec): 3 clusters
  Score: Raw -36417.712260 + Penalty 1929.699267 = -34488.012994
  nChanged 5
		SP:Iteration 9Q (131701.010000 sec): 3 clusters
  Score: Raw -36424.190810 + Penalty 1929.699267 = -34494.491543
  nChanged 2
		SP:Iteration 10Q (131701.010000 sec): 3 clusters
  Score: Raw -36426.156951 + Penalty 1929.699267 = -34496.457684
  nChanged 1
		SP:Iteration 11Q (131701.020000 sec): 3 clusters
  Score: Raw -36426.990180 + Penalty 1929.699267 = -34497.290913
  nChanged 0
		SP:Iteration 12F (131701.030000 sec): 3 clusters
  Score: Raw -36428.796184 + Penalty 1929.699267 = -34499.096917
  nChanged 1
		SP:Iteration 13Q (131701.040000 sec): 3 clusters
  Score: Raw -36441.478268 + Penalty 1929.699267 = -34511.779002
  nChanged 2
		SP:Iteration 14Q (131701.050000 sec): 3 clusters
  Score: Raw -36445.336736 + Penalty 1929.699267 = -34515.637470
  nChanged 1
		SP:Iteration 15Q (131701.050000 sec): 3 clusters
  Score: Raw -36445.965043 + Penalty 1929.699267 = -34516.265777
  nChanged 0
		SP:Iteration 16F (131701.060000 sec): 3 clusters
  Score: Raw -36445.965043 + Penalty 1929.699267 = -34516.265777
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 2 (29024 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (131701.320000 sec): 2 clusters
  Score: Raw -3556984.775575 + Penalty 1669.830232 = -3555314.945343
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (131701.730000 sec): 3 clusters
  Score: Raw -3539250.497944 + Penalty 3339.660465 = -3535910.837479
  nChanged 13189
		SP:Iteration 1F (131702.140000 sec): 3 clusters
  Score: Raw -3546443.572801 + Penalty 3339.660465 = -3543103.912336
  nChanged 1248
		SP:Iteration 2Q (131702.590000 sec): 3 clusters
  Score: Raw -3546832.652173 + Penalty 3339.660465 = -3543492.991708
  nChanged 1162
		SP:Iteration 3Q (131703.000000 sec): 3 clusters
  Score: Raw -3547223.901171 + Penalty 3339.660465 = -3543884.240706
  nChanged 1223
		SP:Iteration 4Q (131703.310000 sec): 3 clusters
  Score: Raw -3547668.669200 + Penalty 3339.660465 = -3544329.008735
  nChanged 1383
		SP:Iteration 5Q (131703.750000 sec): 3 clusters
  Score: Raw -3548289.716501 + Penalty 3339.660465 = -3544950.056037
  nChanged 1673
		SP:Iteration 6F (131704.160000 sec): 3 clusters
  Score: Raw -3549226.090583 + Penalty 3339.660465 = -3545886.430119
  nChanged 1984
		SP:Iteration 7F (131704.570000 sec): 3 clusters
  Score: Raw -3550591.663554 + Penalty 3339.660465 = -3547252.003089
  nChanged 2144
		SP:Iteration 8F (131704.940000 sec): 3 clusters
  Score: Raw -3552318.532537 + Penalty 3339.660465 = -3548978.872072
  nChanged 2009
		SP:Iteration 9F (131705.350000 sec): 3 clusters
  Score: Raw -3554165.356119 + Penalty 3339.660465 = -3550825.695655
  nChanged 1560
		SP:Iteration 10F (131705.720000 sec): 3 clusters
  Score: Raw -3555611.608742 + Penalty 3339.660465 = -3552271.948278
  nChanged 909
		SP:Iteration 11Q (131706.130000 sec): 3 clusters
  Score: Raw -3556406.093186 + Penalty 3339.660465 = -3553066.432721
  nChanged 447
		SP:Iteration 12Q (131706.500000 sec): 3 clusters
  Score: Raw -3556791.714067 + Penalty 3339.660465 = -3553452.053603
  nChanged 200
		SP:Iteration 13Q (131706.870000 sec): 3 clusters
  Score: Raw -3556972.988033 + Penalty 3339.660465 = -3553633.327569
  nChanged 86
		SP:Iteration 14Q (131707.240000 sec): 3 clusters
  Score: Raw -3557051.694393 + Penalty 3339.660465 = -3553712.033928
  nChanged 51
		SP:Iteration 15Q (131707.610000 sec): 3 clusters
  Score: Raw -3557102.456851 + Penalty 3339.660465 = -3553762.796387
  nChanged 31
		SP:Iteration 16Q (131707.990000 sec): 3 clusters
  Score: Raw -3557136.297428 + Penalty 3339.660465 = -3553796.636963
  nChanged 16
		SP:Iteration 17Q (131708.350000 sec): 3 clusters
  Score: Raw -3557153.893144 + Penalty 3339.660465 = -3553814.232679
  nChanged 9
		SP:Iteration 18Q (131708.670000 sec): 3 clusters
  Score: Raw -3557161.322591 + Penalty 3339.660465 = -3553821.662126
  nChanged 7
		SP:Iteration 19Q (131709.000000 sec): 3 clusters
  Score: Raw -3557166.200386 + Penalty 3339.660465 = -3553826.539922
  nChanged 3
		SP:Iteration 20F (131709.360000 sec): 3 clusters
  Score: Raw -3557170.200927 + Penalty 3339.660465 = -3553830.540463
  nChanged 6
		SP:Iteration 21Q (131709.760000 sec): 3 clusters
  Score: Raw -3557178.086807 + Penalty 3339.660465 = -3553838.426342
  nChanged 5
		SP:Iteration 22Q (131710.060000 sec): 3 clusters
  Score: Raw -3557183.413719 + Penalty 3339.660465 = -3553843.753254
  nChanged 5
		SP:Iteration 23Q (131710.430000 sec): 3 clusters
  Score: Raw -3557187.503045 + Penalty 3339.660465 = -3553847.842580
  nChanged 1
		SP:Iteration 24Q (131710.800000 sec): 3 clusters
  Score: Raw -3557188.323903 + Penalty 3339.660465 = -3553848.663439
  nChanged 0
		SP:Iteration 25F (131711.170000 sec): 3 clusters
  Score: Raw -3557188.323903 + Penalty 3339.660465 = -3553848.663439
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 3 (5540 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (131711.250000 sec): 2 clusters
  Score: Raw -677394.932893 + Penalty 1400.709339 = -675994.223554
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (131711.420000 sec): 3 clusters
  Score: Raw -674474.028733 + Penalty 2801.418678 = -671672.610055
  nChanged 2271
		SP:Iteration 1F (131711.600000 sec): 3 clusters
  Score: Raw -675642.865183 + Penalty 2801.418678 = -672841.446504
  nChanged 380
		SP:Iteration 2F (131711.760000 sec): 3 clusters
  Score: Raw -675821.027588 + Penalty 2801.418678 = -673019.608910
  nChanged 292
		SP:Iteration 3F (131711.940000 sec): 3 clusters
  Score: Raw -675952.528912 + Penalty 2801.418678 = -673151.110233
  nChanged 251
		SP:Iteration 4Q (131712.110000 sec): 3 clusters
  Score: Raw -676068.536513 + Penalty 2801.418678 = -673267.117834
  nChanged 178
		SP:Iteration 5Q (131712.280000 sec): 3 clusters
  Score: Raw -676151.129096 + Penalty 2801.418678 = -673349.710418
  nChanged 151
		SP:Iteration 6Q (131712.450000 sec): 3 clusters
  Score: Raw -676234.053792 + Penalty 2801.418678 = -673432.635113
  nChanged 151
		SP:Iteration 7Q (131712.620000 sec): 3 clusters
  Score: Raw -676321.281904 + Penalty 2801.418678 = -673519.863226
  nChanged 151
		SP:Iteration 8Q (131712.790000 sec): 3 clusters
  Score: Raw -676405.929810 + Penalty 2801.418678 = -673604.511132
  nChanged 165
		SP:Iteration 9Q (131712.960000 sec): 3 clusters
  Score: Raw -676502.131937 + Penalty 2801.418678 = -673700.713259
  nChanged 173
		SP:Iteration 10Q (131713.130000 sec): 3 clusters
  Score: Raw -676593.975434 + Penalty 2801.418678 = -673792.556756
  nChanged 177
		SP:Iteration 11Q (131713.300000 sec): 3 clusters
  Score: Raw -676679.156185 + Penalty 2801.418678 = -673877.737507
  nChanged 180
		SP:Iteration 12Q (131713.540000 sec): 3 clusters
  Score: Raw -676765.157758 + Penalty 2801.418678 = -673963.739080
  nChanged 181
		SP:Iteration 13Q (131713.740000 sec): 3 clusters
  Score: Raw -676862.621924 + Penalty 2801.418678 = -674061.203245
  nChanged 182
		SP:Iteration 14Q (131713.900000 sec): 3 clusters
  Score: Raw -676956.799700 + Penalty 2801.418678 = -674155.381022
  nChanged 167
		SP:Iteration 15Q (131714.080000 sec): 3 clusters
  Score: Raw -677048.818350 + Penalty 2801.418678 = -674247.399671
  nChanged 136
		SP:Iteration 16Q (131714.250000 sec): 3 clusters
  Score: Raw -677126.771580 + Penalty 2801.418678 = -674325.352902
  nChanged 134
		SP:Iteration 17Q (131714.420000 sec): 3 clusters
  Score: Raw -677205.366584 + Penalty 2801.418678 = -674403.947906
  nChanged 151
		SP:Iteration 18Q (131714.590000 sec): 3 clusters
  Score: Raw -677291.326288 + Penalty 2801.418678 = -674489.907610
  nChanged 138
		SP:Iteration 19Q (131714.760000 sec): 3 clusters
  Score: Raw -677381.385320 + Penalty 2801.418678 = -674579.966641
  nChanged 119
		SP:Iteration 20F (131714.930000 sec): 3 clusters
  Score: Raw -677451.515181 + Penalty 2801.418678 = -674650.096502
  nChanged 94
		SP:Iteration 21Q (131715.080000 sec): 3 clusters
  Score: Raw -677517.125286 + Penalty 2801.418678 = -674715.706607
  nChanged 89
		SP:Iteration 22Q (131715.180000 sec): 3 clusters
  Score: Raw -677582.148105 + Penalty 2801.418678 = -674780.729427
  nChanged 72
		SP:Iteration 23Q (131715.360000 sec): 3 clusters
  Score: Raw -677652.693764 + Penalty 2801.418678 = -674851.275086
  nChanged 73
		SP:Iteration 24Q (131715.540000 sec): 3 clusters
  Score: Raw -677722.306938 + Penalty 2801.418678 = -674920.888260
  nChanged 61
		SP:Iteration 25Q (131715.700000 sec): 3 clusters
  Score: Raw -677800.515638 + Penalty 2801.418678 = -674999.096960
  nChanged 66
		SP:Iteration 26Q (131715.880000 sec): 3 clusters
  Score: Raw -677887.249294 + Penalty 2801.418678 = -675085.830615
  nChanged 48
		SP:Iteration 27Q (131716.050000 sec): 3 clusters
  Score: Raw -677926.720496 + Penalty 2801.418678 = -675125.301818
  nChanged 31
		SP:Iteration 28Q (131716.220000 sec): 3 clusters
  Score: Raw -677943.800412 + Penalty 2801.418678 = -675142.381733
  nChanged 31
		SP:Iteration 29Q (131716.390000 sec): 3 clusters
  Score: Raw -677959.517607 + Penalty 2801.418678 = -675158.098929
  nChanged 18
		SP:Iteration 30Q (131716.560000 sec): 3 clusters
  Score: Raw -677964.147930 + Penalty 2801.418678 = -675162.729251
  nChanged 11
		SP:Iteration 31Q (131716.730000 sec): 3 clusters
  Score: Raw -677967.007685 + Penalty 2801.418678 = -675165.589006
  nChanged 6
		SP:Iteration 32Q (131716.900000 sec): 3 clusters
  Score: Raw -677968.587742 + Penalty 2801.418678 = -675167.169063
  nChanged 6
		SP:Iteration 33Q (131717.080000 sec): 3 clusters
  Score: Raw -677970.303478 + Penalty 2801.418678 = -675168.884799
  nChanged 4
		SP:Iteration 34Q (131717.250000 sec): 3 clusters
  Score: Raw -677971.003709 + Penalty 2801.418678 = -675169.585031
  nChanged 2
		SP:Iteration 35Q (131717.420000 sec): 3 clusters
  Score: Raw -677971.595474 + Penalty 2801.418678 = -675170.176796
  nChanged 4
		SP:Iteration 36Q (131717.590000 sec): 3 clusters
  Score: Raw -677972.858736 + Penalty 2801.418678 = -675171.440058
  nChanged 5
		SP:Iteration 37Q (131717.760000 sec): 3 clusters
  Score: Raw -677974.578023 + Penalty 2801.418678 = -675173.159345
  nChanged 9
		SP:Iteration 38Q (131717.940000 sec): 3 clusters
  Score: Raw -677977.391726 + Penalty 2801.418678 = -675175.973048
  nChanged 8
		SP:Iteration 39Q (131718.100000 sec): 3 clusters
  Score: Raw -677979.512813 + Penalty 2801.418678 = -675178.094134
  nChanged 6
		SP:Iteration 40F (131718.280000 sec): 3 clusters
  Score: Raw -677980.743906 + Penalty 2801.418678 = -675179.325228
  nChanged 2
		SP:Iteration 41Q (131718.450000 sec): 3 clusters
  Score: Raw -677981.064580 + Penalty 2801.418678 = -675179.645901
  nChanged 2
		SP:Iteration 42Q (131718.620000 sec): 3 clusters
  Score: Raw -677981.275370 + Penalty 2801.418678 = -675179.856692
  nChanged 3
		SP:Iteration 43Q (131718.790000 sec): 3 clusters
  Score: Raw -677982.467967 + Penalty 2801.418678 = -675181.049288
  nChanged 4
		SP:Iteration 44Q (131718.960000 sec): 3 clusters
  Score: Raw -677983.633537 + Penalty 2801.418678 = -675182.214858
  nChanged 2
		SP:Iteration 45Q (131719.140000 sec): 3 clusters
  Score: Raw -677984.063108 + Penalty 2801.418678 = -675182.644430
  nChanged 1
		SP:Iteration 46Q (131719.310000 sec): 3 clusters
  Score: Raw -677984.311778 + Penalty 2801.418678 = -675182.893099
  nChanged 3
		SP:Iteration 47Q (131719.480000 sec): 3 clusters
  Score: Raw -677985.055853 + Penalty 2801.418678 = -675183.637174
  nChanged 3
		SP:Iteration 48Q (131719.650000 sec): 3 clusters
  Score: Raw -677985.688867 + Penalty 2801.418678 = -675184.270188
  nChanged 3
		SP:Iteration 49Q (131719.820000 sec): 3 clusters
  Score: Raw -677986.153366 + Penalty 2801.418678 = -675184.734688
  nChanged 3
		SP:Iteration 50Q (131719.990000 sec): 3 clusters
  Score: Raw -677986.769746 + Penalty 2801.418678 = -675185.351068
  nChanged 2
		SP:Iteration 51Q (131720.160000 sec): 3 clusters
  Score: Raw -677987.169099 + Penalty 2801.418678 = -675185.750421
  nChanged 2
		SP:Iteration 52Q (131720.340000 sec): 3 clusters
  Score: Raw -677987.855842 + Penalty 2801.418678 = -675186.437164
  nChanged 2
		SP:Iteration 53Q (131720.510000 sec): 3 clusters
  Score: Raw -677988.445400 + Penalty 2801.418678 = -675187.026722
  nChanged 1
		SP:Iteration 54Q (131720.680000 sec): 3 clusters
  Score: Raw -677988.623780 + Penalty 2801.418678 = -675187.205101
  nChanged 1
		SP:Iteration 55Q (131720.850000 sec): 3 clusters
  Score: Raw -677988.732019 + Penalty 2801.418678 = -675187.313340
  nChanged 0
		SP:Iteration 56F (131721.020000 sec): 3 clusters
  Score: Raw -677988.732019 + Penalty 2801.418678 = -675187.313340
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 4 (9280 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (131721.160000 sec): 2 clusters
  Score: Raw -1162123.226684 + Penalty 1484.537734 = -1160638.688950
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (131721.300000 sec): 3 clusters
  Score: Raw -1156911.335120 + Penalty 2969.075468 = -1153942.259651
  nChanged 4000
		SP:Iteration 1F (131721.430000 sec): 3 clusters
  Score: Raw -1158991.376631 + Penalty 2969.075468 = -1156022.301163
  nChanged 611
		SP:Iteration 2F (131721.620000 sec): 3 clusters
  Score: Raw -1159236.489261 + Penalty 2969.075468 = -1156267.413792
  nChanged 462
		SP:Iteration 3Q (131721.810000 sec): 3 clusters
  Score: Raw -1159391.890844 + Penalty 2969.075468 = -1156422.815376
  nChanged 367
		SP:Iteration 4Q (131721.990000 sec): 3 clusters
  Score: Raw -1159527.739910 + Penalty 2969.075468 = -1156558.664442
  nChanged 336
		SP:Iteration 5Q (131722.160000 sec): 3 clusters
  Score: Raw -1159650.264733 + Penalty 2969.075468 = -1156681.189265
  nChanged 280
		SP:Iteration 6Q (131722.340000 sec): 3 clusters
  Score: Raw -1159738.559076 + Penalty 2969.075468 = -1156769.483607
  nChanged 247
		SP:Iteration 7Q (131722.510000 sec): 3 clusters
  Score: Raw -1159820.109258 + Penalty 2969.075468 = -1156851.033790
  nChanged 245
		SP:Iteration 8Q (131722.700000 sec): 3 clusters
  Score: Raw -1159903.732009 + Penalty 2969.075468 = -1156934.656541
  nChanged 290
		SP:Iteration 9Q (131722.890000 sec): 3 clusters
  Score: Raw -1160028.312424 + Penalty 2969.075468 = -1157059.236955
  nChanged 359
		SP:Iteration 10Q (131723.080000 sec): 3 clusters
  Score: Raw -1160215.427936 + Penalty 2969.075468 = -1157246.352468
  nChanged 446
		SP:Iteration 11Q (131723.260000 sec): 3 clusters
  Score: Raw -1160489.882211 + Penalty 2969.075468 = -1157520.806742
  nChanged 496
		SP:Iteration 12F (131723.460000 sec): 3 clusters
  Score: Raw -1160846.383365 + Penalty 2969.075468 = -1157877.307897
  nChanged 538
		SP:Iteration 13F (131723.640000 sec): 3 clusters
  Score: Raw -1161268.897564 + Penalty 2969.075468 = -1158299.822096
  nChanged 469
		SP:Iteration 14F (131723.830000 sec): 3 clusters
  Score: Raw -1161619.612225 + Penalty 2969.075468 = -1158650.536757
  nChanged 361
		SP:Iteration 15Q (131724.020000 sec): 3 clusters
  Score: Raw -1161886.488694 + Penalty 2969.075468 = -1158917.413226
  nChanged 277
		SP:Iteration 16Q (131724.220000 sec): 3 clusters
  Score: Raw -1162086.304164 + Penalty 2969.075468 = -1159117.228695
  nChanged 192
		SP:Iteration 17Q (131724.400000 sec): 3 clusters
  Score: Raw -1162246.895123 + Penalty 2969.075468 = -1159277.819654
  nChanged 147
		SP:Iteration 18Q (131724.600000 sec): 3 clusters
  Score: Raw -1162379.023478 + Penalty 2969.075468 = -1159409.948010
  nChanged 115
		SP:Iteration 19Q (131724.790000 sec): 3 clusters
  Score: Raw -1162475.777597 + Penalty 2969.075468 = -1159506.702128
  nChanged 78
		SP:Iteration 20F (131724.980000 sec): 3 clusters
  Score: Raw -1162531.183862 + Penalty 2969.075468 = -1159562.108393
  nChanged 53
		SP:Iteration 21Q (131725.170000 sec): 3 clusters
  Score: Raw -1162575.072950 + Penalty 2969.075468 = -1159605.997481
  nChanged 49
		SP:Iteration 22Q (131725.360000 sec): 3 clusters
  Score: Raw -1162600.256624 + Penalty 2969.075468 = -1159631.181155
  nChanged 35
		SP:Iteration 23Q (131725.560000 sec): 3 clusters
  Score: Raw -1162620.707894 + Penalty 2969.075468 = -1159651.632425
  nChanged 24
		SP:Iteration 24Q (131725.750000 sec): 3 clusters
  Score: Raw -1162633.118253 + Penalty 2969.075468 = -1159664.042784
  nChanged 19
		SP:Iteration 25Q (131725.940000 sec): 3 clusters
  Score: Raw -1162642.947284 + Penalty 2969.075468 = -1159673.871816
  nChanged 11
		SP:Iteration 26Q (131726.120000 sec): 3 clusters
  Score: Raw -1162647.925348 + Penalty 2969.075468 = -1159678.849879
  nChanged 10
		SP:Iteration 27Q (131726.320000 sec): 3 clusters
  Score: Raw -1162652.558929 + Penalty 2969.075468 = -1159683.483461
  nChanged 10
		SP:Iteration 28Q (131726.500000 sec): 3 clusters
  Score: Raw -1162656.232487 + Penalty 2969.075468 = -1159687.157018
  nChanged 4
		SP:Iteration 29Q (131726.690000 sec): 3 clusters
  Score: Raw -1162657.459431 + Penalty 2969.075468 = -1159688.383963
  nChanged 2
		SP:Iteration 30Q (131726.890000 sec): 3 clusters
  Score: Raw -1162658.323909 + Penalty 2969.075468 = -1159689.248440
  nChanged 2
		SP:Iteration 31Q (131727.080000 sec): 3 clusters
  Score: Raw -1162659.219252 + Penalty 2969.075468 = -1159690.143783
  nChanged 1
		SP:Iteration 32Q (131727.270000 sec): 3 clusters
  Score: Raw -1162659.364635 + Penalty 2969.075468 = -1159690.289167
  nChanged 0
		SP:Iteration 33F (131727.460000 sec): 3 clusters
  Score: Raw -1162659.364635 + Penalty 2969.075468 = -1159690.289167
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 5 (186226 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (131728.550000 sec): 2 clusters
  Score: Raw -22426165.377936 + Penalty 1971.891394 = -22424193.486543
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (131730.050000 sec): 3 clusters
  Score: Raw -22303200.571148 + Penalty 3943.782787 = -22299256.788360
  nChanged 90003
		SP:Iteration 1F (131731.550000 sec): 3 clusters
  Score: Raw -22356058.402830 + Penalty 3943.782787 = -22352114.620042
  nChanged 5215
		SP:Iteration 2Q (131733.260000 sec): 3 clusters
  Score: Raw -22357168.694526 + Penalty 3943.782787 = -22353224.911738
  nChanged 5790
		SP:Iteration 3Q (131734.990000 sec): 3 clusters
  Score: Raw -22358674.041729 + Penalty 3943.782787 = -22354730.258941
  nChanged 6992
		SP:Iteration 4Q (131736.640000 sec): 3 clusters
  Score: Raw -22360959.196055 + Penalty 3943.782787 = -22357015.413268
  nChanged 8972
		SP:Iteration 5Q (131738.370000 sec): 3 clusters
  Score: Raw -22364968.956520 + Penalty 3943.782787 = -22361025.173732
  nChanged 11886
		SP:Iteration 6F (131739.840000 sec): 3 clusters
  Score: Raw -22372044.243494 + Penalty 3943.782787 = -22368100.460706
  nChanged 14800
		SP:Iteration 7F (131741.410000 sec): 3 clusters
  Score: Raw -22383311.771045 + Penalty 3943.782787 = -22379367.988257
  nChanged 16182
		SP:Iteration 8F (131742.960000 sec): 3 clusters
  Score: Raw -22397904.663728 + Penalty 3943.782787 = -22393960.880941
  nChanged 13918
		SP:Iteration 9F (131744.460000 sec): 3 clusters
  Score: Raw -22411314.404784 + Penalty 3943.782787 = -22407370.621997
  nChanged 8792
		SP:Iteration 10Q (131746.010000 sec): 3 clusters
  Score: Raw -22419908.222143 + Penalty 3943.782787 = -22415964.439355
  nChanged 4326
		SP:Iteration 11Q (131747.510000 sec): 3 clusters
  Score: Raw -22423950.408676 + Penalty 3943.782787 = -22420006.625888
  nChanged 1766
		SP:Iteration 12Q (131748.940000 sec): 3 clusters
  Score: Raw -22425437.137532 + Penalty 3943.782787 = -22421493.354745
  nChanged 727
		SP:Iteration 13Q (131750.340000 sec): 3 clusters
  Score: Raw -22425994.741887 + Penalty 3943.782787 = -22422050.959099
  nChanged 348
		SP:Iteration 14Q (131751.760000 sec): 3 clusters
  Score: Raw -22426223.489619 + Penalty 3943.782787 = -22422279.706831
  nChanged 205
		SP:Iteration 15Q (131753.120000 sec): 3 clusters
  Score: Raw -22426350.363355 + Penalty 3943.782787 = -22422406.580567
  nChanged 108
		SP:Iteration 16Q (131754.560000 sec): 3 clusters
  Score: Raw -22426411.890132 + Penalty 3943.782787 = -22422468.107345
  nChanged 73
		SP:Iteration 17Q (131756.010000 sec): 3 clusters
  Score: Raw -22426453.743145 + Penalty 3943.782787 = -22422509.960357
  nChanged 48
		SP:Iteration 18Q (131757.420000 sec): 3 clusters
  Score: Raw -22426480.899309 + Penalty 3943.782787 = -22422537.116521
  nChanged 34
		SP:Iteration 19Q (131758.830000 sec): 3 clusters
  Score: Raw -22426499.790287 + Penalty 3943.782787 = -22422556.007500
  nChanged 32
		SP:Iteration 20F (131760.370000 sec): 3 clusters
  Score: Raw -22426515.809112 + Penalty 3943.782787 = -22422572.026325
  nChanged 24
		SP:Iteration 21Q (131761.790000 sec): 3 clusters
  Score: Raw -22426528.683363 + Penalty 3943.782787 = -22422584.900575
  nChanged 17
		SP:Iteration 22Q (131763.140000 sec): 3 clusters
  Score: Raw -22426537.357796 + Penalty 3943.782787 = -22422593.575008
  nChanged 16
		SP:Iteration 23Q (131764.590000 sec): 3 clusters
  Score: Raw -22426546.806918 + Penalty 3943.782787 = -22422603.024131
  nChanged 15
		SP:Iteration 24Q (131765.930000 sec): 3 clusters
  Score: Raw -22426552.321807 + Penalty 3943.782787 = -22422608.539020
  nChanged 7
		SP:Iteration 25Q (131767.360000 sec): 3 clusters
  Score: Raw -22426554.077921 + Penalty 3943.782787 = -22422610.295134
  nChanged 4
		SP:Iteration 26Q (131768.740000 sec): 3 clusters
  Score: Raw -22426554.893255 + Penalty 3943.782787 = -22422611.110468
  nChanged 2
		SP:Iteration 27Q (131770.090000 sec): 3 clusters
  Score: Raw -22426555.590189 + Penalty 3943.782787 = -22422611.807402
  nChanged 1
		SP:Iteration 28Q (131771.490000 sec): 3 clusters
  Score: Raw -22426555.786405 + Penalty 3943.782787 = -22422612.003618
  nChanged 1
		SP:Iteration 29Q (131772.910000 sec): 3 clusters
  Score: Raw -22426555.974465 + Penalty 3943.782787 = -22422612.191677
  nChanged 1
		SP:Iteration 30Q (131774.320000 sec): 3 clusters
  Score: Raw -22426556.304157 + Penalty 3943.782787 = -22422612.521369
  nChanged 2
		SP:Iteration 31Q (131775.770000 sec): 3 clusters
  Score: Raw -22426556.981952 + Penalty 3943.782787 = -22422613.199165
  nChanged 0
		SP:Iteration 32F (131777.290000 sec): 3 clusters
  Score: Raw -22426556.981952 + Penalty 3943.782787 = -22422613.199165
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 6 (201 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (131777.370000 sec): 2 clusters
  Score: Raw -17667.454326 + Penalty 861.787048 = -16805.667279
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (131777.410000 sec): 3 clusters
  Score: Raw -17860.875344 + Penalty 1723.574095 = -16137.301249
  nChanged 41
		SP:Iteration 1F (131777.420000 sec): 3 clusters
  Score: Raw -18060.700363 + Penalty 1723.574095 = -16337.126268
  nChanged 8
		SP:Iteration 2Q (131777.430000 sec): 3 clusters
  Score: Raw -18127.427521 + Penalty 1723.574095 = -16403.853425
  nChanged 9
		SP:Iteration 3Q (131777.430000 sec): 3 clusters
  Score: Raw -18179.633693 + Penalty 1723.574095 = -16456.059598
  nChanged 3
		SP:Iteration 4Q (131777.440000 sec): 3 clusters
  Score: Raw -18190.498109 + Penalty 1723.574095 = -16466.924014
  nChanged 1
		SP:Iteration 5Q (131777.440000 sec): 3 clusters
  Score: Raw -18194.725694 + Penalty 1723.574095 = -16471.151599
  nChanged 0
		SP:Iteration 6F (131777.450000 sec): 3 clusters
  Score: Raw -18194.725694 + Penalty 1723.574095 = -16471.151599
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 7 (10238 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (131777.590000 sec): 2 clusters
  Score: Raw -1216977.705912 + Penalty 1500.502505 = -1215477.203408
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (131777.850000 sec): 3 clusters
  Score: Raw -1211166.581422 + Penalty 3001.005009 = -1208165.576413
  nChanged 4412
		SP:Iteration 1F (131778.120000 sec): 3 clusters
  Score: Raw -1213641.752427 + Penalty 3001.005009 = -1210640.747418
  nChanged 638
		SP:Iteration 2F (131778.340000 sec): 3 clusters
  Score: Raw -1213969.576225 + Penalty 3001.005009 = -1210968.571216
  nChanged 596
		SP:Iteration 3F (131778.560000 sec): 3 clusters
  Score: Raw -1214273.906485 + Penalty 3001.005009 = -1211272.901476
  nChanged 569
		SP:Iteration 4F (131778.710000 sec): 3 clusters
  Score: Raw -1214548.377859 + Penalty 3001.005009 = -1211547.372850
  nChanged 509
		SP:Iteration 5Q (131778.930000 sec): 3 clusters
  Score: Raw -1214813.023366 + Penalty 3001.005009 = -1211812.018357
  nChanged 502
		SP:Iteration 6Q (131779.150000 sec): 3 clusters
  Score: Raw -1215105.856431 + Penalty 3001.005009 = -1212104.851421
  nChanged 521
		SP:Iteration 7F (131779.370000 sec): 3 clusters
  Score: Raw -1215477.114722 + Penalty 3001.005009 = -1212476.109712
  nChanged 528
		SP:Iteration 8F (131779.590000 sec): 3 clusters
  Score: Raw -1215882.359319 + Penalty 3001.005009 = -1212881.354310
  nChanged 430
		SP:Iteration 9Q (131779.810000 sec): 3 clusters
  Score: Raw -1216166.188809 + Penalty 3001.005009 = -1213165.183799
  nChanged 333
		SP:Iteration 10Q (131780.030000 sec): 3 clusters
  Score: Raw -1216338.060408 + Penalty 3001.005009 = -1213337.055399
  nChanged 245
		SP:Iteration 11Q (131780.250000 sec): 3 clusters
  Score: Raw -1216453.198941 + Penalty 3001.005009 = -1213452.193932
  nChanged 172
		SP:Iteration 12Q (131780.480000 sec): 3 clusters
  Score: Raw -1216539.996491 + Penalty 3001.005009 = -1213538.991482
  nChanged 138
		SP:Iteration 13Q (131780.710000 sec): 3 clusters
  Score: Raw -1216597.605964 + Penalty 3001.005009 = -1213596.600955
  nChanged 101
		SP:Iteration 14Q (131780.930000 sec): 3 clusters
  Score: Raw -1216636.156917 + Penalty 3001.005009 = -1213635.151907
  nChanged 78
		SP:Iteration 15Q (131781.150000 sec): 3 clusters
  Score: Raw -1216667.112736 + Penalty 3001.005009 = -1213666.107727
  nChanged 88
		SP:Iteration 16Q (131781.380000 sec): 3 clusters
  Score: Raw -1216696.504470 + Penalty 3001.005009 = -1213695.499461
  nChanged 86
		SP:Iteration 17Q (131781.610000 sec): 3 clusters
  Score: Raw -1216725.918393 + Penalty 3001.005009 = -1213724.913384
  nChanged 84
		SP:Iteration 18Q (131781.830000 sec): 3 clusters
  Score: Raw -1216763.718611 + Penalty 3001.005009 = -1213762.713602
  nChanged 91
		SP:Iteration 19Q (131782.060000 sec): 3 clusters
  Score: Raw -1216812.839628 + Penalty 3001.005009 = -1213811.834618
  nChanged 104
		SP:Iteration 20F (131782.190000 sec): 3 clusters
  Score: Raw -1216869.651671 + Penalty 3001.005009 = -1213868.646661
  nChanged 106
		SP:Iteration 21Q (131782.330000 sec): 3 clusters
  Score: Raw -1216930.638767 + Penalty 3001.005009 = -1213929.633758
  nChanged 105
		SP:Iteration 22Q (131782.570000 sec): 3 clusters
  Score: Raw -1216991.965227 + Penalty 3001.005009 = -1213990.960218
  nChanged 98
		SP:Iteration 23Q (131782.790000 sec): 3 clusters
  Score: Raw -1217054.797403 + Penalty 3001.005009 = -1214053.792393
  nChanged 98
		SP:Iteration 24Q (131783.010000 sec): 3 clusters
  Score: Raw -1217118.221848 + Penalty 3001.005009 = -1214117.216838
  nChanged 69
		SP:Iteration 25Q (131783.240000 sec): 3 clusters
  Score: Raw -1217170.388244 + Penalty 3001.005009 = -1214169.383235
  nChanged 65
		SP:Iteration 26Q (131783.460000 sec): 3 clusters
  Score: Raw -1217220.374264 + Penalty 3001.005009 = -1214219.369255
  nChanged 57
		SP:Iteration 27Q (131783.690000 sec): 3 clusters
  Score: Raw -1217263.085479 + Penalty 3001.005009 = -1214262.080470
  nChanged 53
		SP:Iteration 28Q (131783.910000 sec): 3 clusters
  Score: Raw -1217305.616812 + Penalty 3001.005009 = -1214304.611803
  nChanged 53
		SP:Iteration 29Q (131784.140000 sec): 3 clusters
  Score: Raw -1217349.656626 + Penalty 3001.005009 = -1214348.651616
  nChanged 48
		SP:Iteration 30Q (131784.360000 sec): 3 clusters
  Score: Raw -1217409.084212 + Penalty 3001.005009 = -1214408.079203
  nChanged 42
		SP:Iteration 31Q (131784.590000 sec): 3 clusters
  Score: Raw -1217478.199966 + Penalty 3001.005009 = -1214477.194957
  nChanged 38
		SP:Iteration 32Q (131784.810000 sec): 3 clusters
  Score: Raw -1217536.089423 + Penalty 3001.005009 = -1214535.084413
  nChanged 26
		SP:Iteration 33Q (131785.040000 sec): 3 clusters
  Score: Raw -1217558.385608 + Penalty 3001.005009 = -1214557.380598
  nChanged 14
		SP:Iteration 34Q (131785.260000 sec): 3 clusters
  Score: Raw -1217567.805155 + Penalty 3001.005009 = -1214566.800146
  nChanged 12
		SP:Iteration 35Q (131785.490000 sec): 3 clusters
  Score: Raw -1217575.148279 + Penalty 3001.005009 = -1214574.143269
  nChanged 5
		SP:Iteration 36Q (131785.710000 sec): 3 clusters
  Score: Raw -1217578.509469 + Penalty 3001.005009 = -1214577.504459
  nChanged 2
		SP:Iteration 37Q (131785.940000 sec): 3 clusters
  Score: Raw -1217579.724165 + Penalty 3001.005009 = -1214578.719156
  nChanged 4
		SP:Iteration 38Q (131786.160000 sec): 3 clusters
  Score: Raw -1217583.111972 + Penalty 3001.005009 = -1214582.106962
  nChanged 3
		SP:Iteration 39Q (131786.390000 sec): 3 clusters
  Score: Raw -1217584.245660 + Penalty 3001.005009 = -1214583.240651
  nChanged 2
		SP:Iteration 40F (131786.610000 sec): 3 clusters
  Score: Raw -1217584.958871 + Penalty 3001.005009 = -1214583.953862
  nChanged 1
		SP:Iteration 41Q (131786.790000 sec): 3 clusters
  Score: Raw -1217585.779824 + Penalty 3001.005009 = -1214584.774815
  nChanged 2
		SP:Iteration 42Q (131787.020000 sec): 3 clusters
  Score: Raw -1217586.444170 + Penalty 3001.005009 = -1214585.439161
  nChanged 0
		SP:Iteration 43F (131787.210000 sec): 3 clusters
  Score: Raw -1217586.444170 + Penalty 3001.005009 = -1214585.439161
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 8 (12054 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (131787.370000 sec): 2 clusters
  Score: Raw -1457038.010446 + Penalty 1527.037173 = -1455510.973273
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (131787.630000 sec): 3 clusters
  Score: Raw -1450162.161475 + Penalty 3054.074346 = -1447108.087129
  nChanged 5241
		SP:Iteration 1F (131787.890000 sec): 3 clusters
  Score: Raw -1453044.450669 + Penalty 3054.074346 = -1449990.376323
  nChanged 776
		SP:Iteration 2F (131788.140000 sec): 3 clusters
  Score: Raw -1453425.009598 + Penalty 3054.074346 = -1450370.935252
  nChanged 730
		SP:Iteration 3F (131788.390000 sec): 3 clusters
  Score: Raw -1453825.930011 + Penalty 3054.074346 = -1450771.855665
  nChanged 689
		SP:Iteration 4F (131788.650000 sec): 3 clusters
  Score: Raw -1454252.726771 + Penalty 3054.074346 = -1451198.652425
  nChanged 710
		SP:Iteration 5F (131788.900000 sec): 3 clusters
  Score: Raw -1454735.304775 + Penalty 3054.074346 = -1451681.230429
  nChanged 667
		SP:Iteration 6F (131789.150000 sec): 3 clusters
  Score: Raw -1455232.023300 + Penalty 3054.074346 = -1452177.948954
  nChanged 620
		SP:Iteration 7F (131789.400000 sec): 3 clusters
  Score: Raw -1455719.067206 + Penalty 3054.074346 = -1452664.992860
  nChanged 501
		SP:Iteration 8Q (131789.650000 sec): 3 clusters
  Score: Raw -1456146.863040 + Penalty 3054.074346 = -1453092.788694
  nChanged 386
		SP:Iteration 9Q (131789.900000 sec): 3 clusters
  Score: Raw -1456444.404382 + Penalty 3054.074346 = -1453390.330036
  nChanged 275
		SP:Iteration 10Q (131790.200000 sec): 3 clusters
  Score: Raw -1456663.861969 + Penalty 3054.074346 = -1453609.787623
  nChanged 207
		SP:Iteration 11Q (131790.420000 sec): 3 clusters
  Score: Raw -1456833.367538 + Penalty 3054.074346 = -1453779.293192
  nChanged 168
		SP:Iteration 12Q (131790.720000 sec): 3 clusters
  Score: Raw -1456958.248423 + Penalty 3054.074346 = -1453904.174076
  nChanged 108
		SP:Iteration 13Q (131790.910000 sec): 3 clusters
  Score: Raw -1457033.049647 + Penalty 3054.074346 = -1453978.975301
  nChanged 67
		SP:Iteration 14Q (131791.190000 sec): 3 clusters
  Score: Raw -1457091.061351 + Penalty 3054.074346 = -1454036.987005
  nChanged 63
		SP:Iteration 15Q (131791.360000 sec): 3 clusters
  Score: Raw -1457139.396942 + Penalty 3054.074346 = -1454085.322596
  nChanged 48
		SP:Iteration 16Q (131791.620000 sec): 3 clusters
  Score: Raw -1457173.641245 + Penalty 3054.074346 = -1454119.566899
  nChanged 34
		SP:Iteration 17Q (131791.870000 sec): 3 clusters
  Score: Raw -1457193.595835 + Penalty 3054.074346 = -1454139.521489
  nChanged 23
		SP:Iteration 18Q (131792.010000 sec): 3 clusters
  Score: Raw -1457210.163538 + Penalty 3054.074346 = -1454156.089192
  nChanged 21
		SP:Iteration 19Q (131792.250000 sec): 3 clusters
  Score: Raw -1457221.281484 + Penalty 3054.074346 = -1454167.207138
  nChanged 14
		SP:Iteration 20F (131792.500000 sec): 3 clusters
  Score: Raw -1457229.002840 + Penalty 3054.074346 = -1454174.928494
  nChanged 13
		SP:Iteration 21Q (131792.750000 sec): 3 clusters
  Score: Raw -1457239.637983 + Penalty 3054.074346 = -1454185.563637
  nChanged 13
		SP:Iteration 22Q (131792.980000 sec): 3 clusters
  Score: Raw -1457246.038503 + Penalty 3054.074346 = -1454191.964157
  nChanged 11
		SP:Iteration 23Q (131793.230000 sec): 3 clusters
  Score: Raw -1457251.192638 + Penalty 3054.074346 = -1454197.118292
  nChanged 5
		SP:Iteration 24Q (131793.520000 sec): 3 clusters
  Score: Raw -1457254.435072 + Penalty 3054.074346 = -1454200.360725
  nChanged 5
		SP:Iteration 25Q (131793.740000 sec): 3 clusters
  Score: Raw -1457256.547041 + Penalty 3054.074346 = -1454202.472695
  nChanged 8
		SP:Iteration 26Q (131793.990000 sec): 3 clusters
  Score: Raw -1457258.669633 + Penalty 3054.074346 = -1454204.595287
  nChanged 4
		SP:Iteration 27Q (131794.130000 sec): 3 clusters
  Score: Raw -1457261.521348 + Penalty 3054.074346 = -1454207.447002
  nChanged 5
		SP:Iteration 28Q (131794.390000 sec): 3 clusters
  Score: Raw -1457264.802540 + Penalty 3054.074346 = -1454210.728194
  nChanged 5
		SP:Iteration 29Q (131794.640000 sec): 3 clusters
  Score: Raw -1457267.954199 + Penalty 3054.074346 = -1454213.879853
  nChanged 3
		SP:Iteration 30Q (131794.940000 sec): 3 clusters
  Score: Raw -1457269.407320 + Penalty 3054.074346 = -1454215.332974
  nChanged 4
		SP:Iteration 31Q (131795.040000 sec): 3 clusters
  Score: Raw -1457272.334479 + Penalty 3054.074346 = -1454218.260133
  nChanged 4
		SP:Iteration 32Q (131795.280000 sec): 3 clusters
  Score: Raw -1457274.914160 + Penalty 3054.074346 = -1454220.839814
  nChanged 4
		SP:Iteration 33Q (131795.580000 sec): 3 clusters
  Score: Raw -1457277.612214 + Penalty 3054.074346 = -1454223.537868
  nChanged 6
		SP:Iteration 34Q (131795.800000 sec): 3 clusters
  Score: Raw -1457280.016151 + Penalty 3054.074346 = -1454225.941804
  nChanged 4
		SP:Iteration 35Q (131796.050000 sec): 3 clusters
  Score: Raw -1457282.610718 + Penalty 3054.074346 = -1454228.536372
  nChanged 3
		SP:Iteration 36Q (131796.300000 sec): 3 clusters
  Score: Raw -1457284.641147 + Penalty 3054.074346 = -1454230.566801
  nChanged 2
		SP:Iteration 37Q (131796.550000 sec): 3 clusters
  Score: Raw -1457286.076626 + Penalty 3054.074346 = -1454232.002280
  nChanged 4
		SP:Iteration 38Q (131796.770000 sec): 3 clusters
  Score: Raw -1457289.181134 + Penalty 3054.074346 = -1454235.106788
  nChanged 4
		SP:Iteration 39Q (131797.060000 sec): 3 clusters
  Score: Raw -1457292.911691 + Penalty 3054.074346 = -1454238.837345
  nChanged 3
		SP:Iteration 40F (131797.270000 sec): 3 clusters
  Score: Raw -1457295.041818 + Penalty 3054.074346 = -1454240.967472
  nChanged 2
		SP:Iteration 41Q (131797.530000 sec): 3 clusters
  Score: Raw -1457296.161332 + Penalty 3054.074346 = -1454242.086986
  nChanged 1
		SP:Iteration 42Q (131797.770000 sec): 3 clusters
  Score: Raw -1457296.423372 + Penalty 3054.074346 = -1454242.349026
  nChanged 0
		SP:Iteration 43F (131798.030000 sec): 3 clusters
  Score: Raw -1457296.423372 + Penalty 3054.074346 = -1454242.349026
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 9 (533 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (131798.120000 sec): 2 clusters
  Score: Raw -58629.082390 + Penalty 1020.259731 = -57608.822658
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (131798.280000 sec): 3 clusters
  Score: Raw -58570.447935 + Penalty 2040.519463 = -56529.928472
  nChanged 137
		SP:Iteration 1F (131798.440000 sec): 3 clusters
  Score: Raw -58815.924641 + Penalty 2040.519463 = -56775.405178
  nChanged 51
		SP:Iteration 2F (131798.600000 sec): 3 clusters
  Score: Raw -58910.909975 + Penalty 2040.519463 = -56870.390512
  nChanged 26
		SP:Iteration 3Q (131798.760000 sec): 3 clusters
  Score: Raw -58940.276201 + Penalty 2040.519463 = -56899.756738
  nChanged 11
		SP:Iteration 4Q (131798.920000 sec): 3 clusters
  Score: Raw -58950.063215 + Penalty 2040.519463 = -56909.543752
  nChanged 11
		SP:Iteration 5Q (131799.080000 sec): 3 clusters
  Score: Raw -58973.358938 + Penalty 2040.519463 = -56932.839475
  nChanged 9
		SP:Iteration 6Q (131799.240000 sec): 3 clusters
  Score: Raw -58993.299220 + Penalty 2040.519463 = -56952.779757
  nChanged 9
		SP:Iteration 7Q (131799.400000 sec): 3 clusters
  Score: Raw -59011.468194 + Penalty 2040.519463 = -56970.948731
  nChanged 5
		SP:Iteration 8Q (131799.550000 sec): 3 clusters
  Score: Raw -59019.071124 + Penalty 2040.519463 = -56978.551661
  nChanged 4
		SP:Iteration 9Q (131799.710000 sec): 3 clusters
  Score: Raw -59025.183404 + Penalty 2040.519463 = -56984.663941
  nChanged 3
		SP:Iteration 10Q (131799.870000 sec): 3 clusters
  Score: Raw -59046.113421 + Penalty 2040.519463 = -57005.593958
  nChanged 11
		SP:Iteration 11Q (131800.030000 sec): 3 clusters
  Score: Raw -59064.413883 + Penalty 2040.519463 = -57023.894420
  nChanged 3
		SP:Iteration 12Q (131800.190000 sec): 3 clusters
  Score: Raw -59067.516342 + Penalty 2040.519463 = -57026.996879
  nChanged 3
		SP:Iteration 13Q (131800.350000 sec): 3 clusters
  Score: Raw -59069.888229 + Penalty 2040.519463 = -57029.368766
  nChanged 0
		SP:Iteration 14F (131800.510000 sec): 3 clusters
  Score: Raw -59069.888229 + Penalty 2040.519463 = -57029.368766
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 10 (8178 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (131800.610000 sec): 2 clusters
  Score: Raw -932099.317508 + Penalty 1463.995471 = -930635.322037
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (131800.810000 sec): 3 clusters
  Score: Raw -927561.372532 + Penalty 2927.990943 = -924633.381589
  nChanged 3511
		SP:Iteration 1F (131800.990000 sec): 3 clusters
  Score: Raw -929649.296190 + Penalty 2927.990943 = -926721.305248
  nChanged 614
		SP:Iteration 2F (131801.170000 sec): 3 clusters
  Score: Raw -930068.001943 + Penalty 2927.990943 = -927140.011000
  nChanged 571
		SP:Iteration 3F (131801.350000 sec): 3 clusters
  Score: Raw -930501.794898 + Penalty 2927.990943 = -927573.803955
  nChanged 559
		SP:Iteration 4F (131801.530000 sec): 3 clusters
  Score: Raw -930929.571602 + Penalty 2927.990943 = -928001.580659
  nChanged 519
		SP:Iteration 5F (131801.720000 sec): 3 clusters
  Score: Raw -931289.767440 + Penalty 2927.990943 = -928361.776497
  nChanged 396
		SP:Iteration 6Q (131801.990000 sec): 3 clusters
  Score: Raw -931527.467904 + Penalty 2927.990943 = -928599.476961
  nChanged 284
		SP:Iteration 7Q (131802.210000 sec): 3 clusters
  Score: Raw -931681.645786 + Penalty 2927.990943 = -928753.654843
  nChanged 220
		SP:Iteration 8Q (131802.360000 sec): 3 clusters
  Score: Raw -931792.853566 + Penalty 2927.990943 = -928864.862623
  nChanged 164
		SP:Iteration 9Q (131802.540000 sec): 3 clusters
  Score: Raw -931878.624820 + Penalty 2927.990943 = -928950.633877
  nChanged 161
		SP:Iteration 10Q (131802.760000 sec): 3 clusters
  Score: Raw -931972.005757 + Penalty 2927.990943 = -929044.014815
  nChanged 142
		SP:Iteration 11Q (131802.960000 sec): 3 clusters
  Score: Raw -932080.049003 + Penalty 2927.990943 = -929152.058060
  nChanged 130
		SP:Iteration 12Q (131803.110000 sec): 3 clusters
  Score: Raw -932159.503560 + Penalty 2927.990943 = -929231.512617
  nChanged 104
		SP:Iteration 13Q (131803.230000 sec): 3 clusters
  Score: Raw -932206.381017 + Penalty 2927.990943 = -929278.390074
  nChanged 84
		SP:Iteration 14Q (131803.350000 sec): 3 clusters
  Score: Raw -932234.638139 + Penalty 2927.990943 = -929306.647197
  nChanged 60
		SP:Iteration 15Q (131803.540000 sec): 3 clusters
  Score: Raw -932249.723745 + Penalty 2927.990943 = -929321.732802
  nChanged 39
		SP:Iteration 16Q (131803.660000 sec): 3 clusters
  Score: Raw -932258.974922 + Penalty 2927.990943 = -929330.983979
  nChanged 26
		SP:Iteration 17Q (131803.790000 sec): 3 clusters
  Score: Raw -932266.361734 + Penalty 2927.990943 = -929338.370791
  nChanged 29
		SP:Iteration 18Q (131803.910000 sec): 3 clusters
  Score: Raw -932273.990240 + Penalty 2927.990943 = -929345.999298
  nChanged 24
		SP:Iteration 19Q (131804.100000 sec): 3 clusters
  Score: Raw -932279.876480 + Penalty 2927.990943 = -929351.885537
  nChanged 23
		SP:Iteration 20F (131804.290000 sec): 3 clusters
  Score: Raw -932284.686115 + Penalty 2927.990943 = -929356.695172
  nChanged 16
		SP:Iteration 21Q (131804.490000 sec): 3 clusters
  Score: Raw -932288.148000 + Penalty 2927.990943 = -929360.157058
  nChanged 12
		SP:Iteration 22Q (131804.690000 sec): 3 clusters
  Score: Raw -932290.019961 + Penalty 2927.990943 = -929362.029019
  nChanged 10
		SP:Iteration 23Q (131804.880000 sec): 3 clusters
  Score: Raw -932291.268989 + Penalty 2927.990943 = -929363.278046
  nChanged 9
		SP:Iteration 24Q (131805.080000 sec): 3 clusters
  Score: Raw -932292.699633 + Penalty 2927.990943 = -929364.708691
  nChanged 6
		SP:Iteration 25Q (131805.270000 sec): 3 clusters
  Score: Raw -932294.401543 + Penalty 2927.990943 = -929366.410600
  nChanged 7
		SP:Iteration 26Q (131805.470000 sec): 3 clusters
  Score: Raw -932296.239081 + Penalty 2927.990943 = -929368.248138
  nChanged 14
		SP:Iteration 27Q (131805.670000 sec): 3 clusters
  Score: Raw -932299.613266 + Penalty 2927.990943 = -929371.622323
  nChanged 13
		SP:Iteration 28Q (131805.860000 sec): 3 clusters
  Score: Raw -932301.438079 + Penalty 2927.990943 = -929373.447136
  nChanged 5
		SP:Iteration 29Q (131806.060000 sec): 3 clusters
  Score: Raw -932301.815190 + Penalty 2927.990943 = -929373.824248
  nChanged 5
		SP:Iteration 30Q (131806.260000 sec): 3 clusters
  Score: Raw -932302.431762 + Penalty 2927.990943 = -929374.440819
  nChanged 5
		SP:Iteration 31Q (131806.450000 sec): 3 clusters
  Score: Raw -932303.459331 + Penalty 2927.990943 = -929375.468388
  nChanged 7
		SP:Iteration 32Q (131806.650000 sec): 3 clusters
  Score: Raw -932304.509654 + Penalty 2927.990943 = -929376.518711
  nChanged 11
		SP:Iteration 33Q (131806.840000 sec): 3 clusters
  Score: Raw -932306.053256 + Penalty 2927.990943 = -929378.062314
  nChanged 11
		SP:Iteration 34Q (131807.040000 sec): 3 clusters
  Score: Raw -932307.886238 + Penalty 2927.990943 = -929379.895296
  nChanged 7
		SP:Iteration 35Q (131807.230000 sec): 3 clusters
  Score: Raw -932309.032364 + Penalty 2927.990943 = -929381.041421
  nChanged 11
		SP:Iteration 36Q (131807.430000 sec): 3 clusters
  Score: Raw -932310.839539 + Penalty 2927.990943 = -929382.848597
  nChanged 7
		SP:Iteration 37Q (131807.620000 sec): 3 clusters
  Score: Raw -932311.848547 + Penalty 2927.990943 = -929383.857605
  nChanged 5
		SP:Iteration 38Q (131807.810000 sec): 3 clusters
  Score: Raw -932312.590156 + Penalty 2927.990943 = -929384.599213
  nChanged 6
		SP:Iteration 39Q (131808.010000 sec): 3 clusters
  Score: Raw -932313.590251 + Penalty 2927.990943 = -929385.599308
  nChanged 7
		SP:Iteration 40F (131808.210000 sec): 3 clusters
  Score: Raw -932314.500633 + Penalty 2927.990943 = -929386.509691
  nChanged 6
		SP:Iteration 41Q (131808.400000 sec): 3 clusters
  Score: Raw -932315.379662 + Penalty 2927.990943 = -929387.388719
  nChanged 7
		SP:Iteration 42Q (131808.590000 sec): 3 clusters
  Score: Raw -932316.467172 + Penalty 2927.990943 = -929388.476229
  nChanged 9
		SP:Iteration 43Q (131808.790000 sec): 3 clusters
  Score: Raw -932317.738464 + Penalty 2927.990943 = -929389.747521
  nChanged 8
		SP:Iteration 44Q (131808.980000 sec): 3 clusters
  Score: Raw -932319.146118 + Penalty 2927.990943 = -929391.155176
  nChanged 7
		SP:Iteration 45Q (131809.180000 sec): 3 clusters
  Score: Raw -932320.015000 + Penalty 2927.990943 = -929392.024057
  nChanged 5
		SP:Iteration 46Q (131809.370000 sec): 3 clusters
  Score: Raw -932320.693557 + Penalty 2927.990943 = -929392.702615
  nChanged 8
		SP:Iteration 47Q (131809.570000 sec): 3 clusters
  Score: Raw -932322.055027 + Penalty 2927.990943 = -929394.064084
  nChanged 6
		SP:Iteration 48Q (131809.760000 sec): 3 clusters
  Score: Raw -932322.797727 + Penalty 2927.990943 = -929394.806785
  nChanged 1
		SP:Iteration 49Q (131809.870000 sec): 3 clusters
  Score: Raw -932322.856979 + Penalty 2927.990943 = -929394.866037
  nChanged 1
		SP:Iteration 50Q (131809.990000 sec): 3 clusters
  Score: Raw -932322.912990 + Penalty 2927.990943 = -929394.922047
  nChanged 0
		SP:Iteration 51F (131810.190000 sec): 3 clusters
  Score: Raw -932322.912990 + Penalty 2927.990943 = -929394.922047
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 11 (887 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (131810.270000 sec): 2 clusters
  Score: Raw -102612.353084 + Penalty 1103.024810 = -101509.328275
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (131810.440000 sec): 3 clusters
  Score: Raw -102361.455530 + Penalty 2206.049619 = -100155.405911
  nChanged 265
		SP:Iteration 1F (131810.610000 sec): 3 clusters
  Score: Raw -102591.434925 + Penalty 2206.049619 = -100385.385305
  nChanged 66
		SP:Iteration 2F (131810.790000 sec): 3 clusters
  Score: Raw -102655.377545 + Penalty 2206.049619 = -100449.327925
  nChanged 39
		SP:Iteration 3Q (131810.970000 sec): 3 clusters
  Score: Raw -102716.261937 + Penalty 2206.049619 = -100510.212318
  nChanged 42
		SP:Iteration 4Q (131811.140000 sec): 3 clusters
  Score: Raw -102764.353652 + Penalty 2206.049619 = -100558.304032
  nChanged 37
		SP:Iteration 5Q (131811.320000 sec): 3 clusters
  Score: Raw -102814.580420 + Penalty 2206.049619 = -100608.530801
  nChanged 28
		SP:Iteration 6Q (131811.490000 sec): 3 clusters
  Score: Raw -102854.415156 + Penalty 2206.049619 = -100648.365536
  nChanged 31
		SP:Iteration 7Q (131811.670000 sec): 3 clusters
  Score: Raw -102898.568533 + Penalty 2206.049619 = -100692.518914
  nChanged 38
		SP:Iteration 8Q (131811.850000 sec): 3 clusters
  Score: Raw -102989.049488 + Penalty 2206.049619 = -100782.999868
  nChanged 40
		SP:Iteration 9Q (131812.020000 sec): 3 clusters
  Score: Raw -103072.690775 + Penalty 2206.049619 = -100866.641155
  nChanged 23
		SP:Iteration 10Q (131812.200000 sec): 3 clusters
  Score: Raw -103119.352393 + Penalty 2206.049619 = -100913.302774
  nChanged 23
		SP:Iteration 11Q (131812.370000 sec): 3 clusters
  Score: Raw -103156.509114 + Penalty 2206.049619 = -100950.459495
  nChanged 20
		SP:Iteration 12Q (131812.550000 sec): 3 clusters
  Score: Raw -103182.659997 + Penalty 2206.049619 = -100976.610378
  nChanged 9
		SP:Iteration 13Q (131812.730000 sec): 3 clusters
  Score: Raw -103193.984806 + Penalty 2206.049619 = -100987.935187
  nChanged 6
		SP:Iteration 14Q (131812.900000 sec): 3 clusters
  Score: Raw -103198.950606 + Penalty 2206.049619 = -100992.900987
  nChanged 4
		SP:Iteration 15Q (131813.080000 sec): 3 clusters
  Score: Raw -103203.909807 + Penalty 2206.049619 = -100997.860188
  nChanged 2
		SP:Iteration 16Q (131813.250000 sec): 3 clusters
  Score: Raw -103207.151073 + Penalty 2206.049619 = -101001.101453
  nChanged 2
		SP:Iteration 17Q (131813.430000 sec): 3 clusters
  Score: Raw -103210.015764 + Penalty 2206.049619 = -101003.966144
  nChanged 1
		SP:Iteration 18Q (131813.610000 sec): 3 clusters
  Score: Raw -103213.073729 + Penalty 2206.049619 = -101007.024109
  nChanged 4
		SP:Iteration 19Q (131813.770000 sec): 3 clusters
  Score: Raw -103219.334988 + Penalty 2206.049619 = -101013.285369
  nChanged 3
		SP:Iteration 20F (131813.790000 sec): 3 clusters
  Score: Raw -103228.177302 + Penalty 2206.049619 = -101022.127683
  nChanged 6
		SP:Iteration 21Q (131813.820000 sec): 3 clusters
  Score: Raw -103237.278136 + Penalty 2206.049619 = -101031.228517
  nChanged 6
		SP:Iteration 22Q (131813.840000 sec): 3 clusters
  Score: Raw -103241.758735 + Penalty 2206.049619 = -101035.709116
  nChanged 3
		SP:Iteration 23Q (131813.870000 sec): 3 clusters
  Score: Raw -103243.664978 + Penalty 2206.049619 = -101037.615358
  nChanged 2
		SP:Iteration 24Q (131813.890000 sec): 3 clusters
  Score: Raw -103245.277039 + Penalty 2206.049619 = -101039.227419
  nChanged 2
		SP:Iteration 25Q (131813.910000 sec): 3 clusters
  Score: Raw -103247.651058 + Penalty 2206.049619 = -101041.601438
  nChanged 1
		SP:Iteration 26Q (131813.940000 sec): 3 clusters
  Score: Raw -103248.591542 + Penalty 2206.049619 = -101042.541923
  nChanged 0
		SP:Iteration 27F (131813.960000 sec): 3 clusters
  Score: Raw -103248.591542 + Penalty 2206.049619 = -101042.541923
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 12 (502 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (131814.000000 sec): 2 clusters
  Score: Raw -60916.023429 + Penalty 1010.522519 = -59905.500909
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (131814.010000 sec): 3 clusters
  Score: Raw -60833.167636 + Penalty 2021.045039 = -58812.122597
  nChanged 100
		SP:Iteration 1F (131814.030000 sec): 3 clusters
  Score: Raw -60964.927135 + Penalty 2021.045039 = -58943.882096
  nChanged 27
		SP:Iteration 2F (131814.050000 sec): 3 clusters
  Score: Raw -61004.562175 + Penalty 2021.045039 = -58983.517136
  nChanged 11
		SP:Iteration 3Q (131814.060000 sec): 3 clusters
  Score: Raw -61020.201817 + Penalty 2021.045039 = -58999.156778
  nChanged 6
		SP:Iteration 4Q (131814.080000 sec): 3 clusters
  Score: Raw -61027.153590 + Penalty 2021.045039 = -59006.108551
  nChanged 1
		SP:Iteration 5Q (131814.090000 sec): 3 clusters
  Score: Raw -61027.810341 + Penalty 2021.045039 = -59006.765302
  nChanged 0
		SP:Iteration 6F (131814.110000 sec): 3 clusters
  Score: Raw -61027.810341 + Penalty 2021.045039 = -59006.765302
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 13 (553 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (131814.150000 sec): 2 clusters
  Score: Raw -67829.573166 + Penalty 1026.245675 = -66803.327491
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (131814.160000 sec): 3 clusters
  Score: Raw -67731.611172 + Penalty 2052.491350 = -65679.119822
  nChanged 126
		SP:Iteration 1F (131814.180000 sec): 3 clusters
  Score: Raw -67893.916133 + Penalty 2052.491350 = -65841.424783
  nChanged 30
		SP:Iteration 2F (131814.200000 sec): 3 clusters
  Score: Raw -67944.537271 + Penalty 2052.491350 = -65892.045920
  nChanged 19
		SP:Iteration 3Q (131814.210000 sec): 3 clusters
  Score: Raw -67975.667367 + Penalty 2052.491350 = -65923.176017
  nChanged 17
		SP:Iteration 4Q (131814.230000 sec): 3 clusters
  Score: Raw -68012.211519 + Penalty 2052.491350 = -65959.720168
  nChanged 13
		SP:Iteration 5Q (131814.240000 sec): 3 clusters
  Score: Raw -68032.803951 + Penalty 2052.491350 = -65980.312600
  nChanged 9
		SP:Iteration 6Q (131814.260000 sec): 3 clusters
  Score: Raw -68048.014254 + Penalty 2052.491350 = -65995.522903
  nChanged 7
		SP:Iteration 7Q (131814.280000 sec): 3 clusters
  Score: Raw -68061.625430 + Penalty 2052.491350 = -66009.134080
  nChanged 3
		SP:Iteration 8Q (131814.290000 sec): 3 clusters
  Score: Raw -68070.862923 + Penalty 2052.491350 = -66018.371573
  nChanged 5
		SP:Iteration 9Q (131814.310000 sec): 3 clusters
  Score: Raw -68077.258217 + Penalty 2052.491350 = -66024.766866
  nChanged 3
		SP:Iteration 10Q (131814.320000 sec): 3 clusters
  Score: Raw -68081.943795 + Penalty 2052.491350 = -66029.452445
  nChanged 2
		SP:Iteration 11Q (131814.340000 sec): 3 clusters
  Score: Raw -68085.419840 + Penalty 2052.491350 = -66032.928489
  nChanged 2
		SP:Iteration 12Q (131814.350000 sec): 3 clusters
  Score: Raw -68087.768699 + Penalty 2052.491350 = -66035.277349
  nChanged 2
		SP:Iteration 13Q (131814.370000 sec): 3 clusters
  Score: Raw -68091.164568 + Penalty 2052.491350 = -66038.673217
  nChanged 4
		SP:Iteration 14Q (131814.380000 sec): 3 clusters
  Score: Raw -68094.256821 + Penalty 2052.491350 = -66041.765470
  nChanged 3
		SP:Iteration 15Q (131814.400000 sec): 3 clusters
  Score: Raw -68097.350038 + Penalty 2052.491350 = -66044.858687
  nChanged 2
		SP:Iteration 16Q (131814.420000 sec): 3 clusters
  Score: Raw -68098.425838 + Penalty 2052.491350 = -66045.934487
  nChanged 2
		SP:Iteration 17Q (131814.430000 sec): 3 clusters
  Score: Raw -68106.097364 + Penalty 2052.491350 = -66053.606013
  nChanged 2
		SP:Iteration 18Q (131814.450000 sec): 3 clusters
  Score: Raw -68108.327022 + Penalty 2052.491350 = -66055.835671
  nChanged 3
		SP:Iteration 19Q (131814.460000 sec): 3 clusters
  Score: Raw -68113.115094 + Penalty 2052.491350 = -66060.623744
  nChanged 3
		SP:Iteration 20F (131814.480000 sec): 3 clusters
  Score: Raw -68118.988555 + Penalty 2052.491350 = -66066.497204
  nChanged 2
		SP:Iteration 21Q (131814.490000 sec): 3 clusters
  Score: Raw -68123.754765 + Penalty 2052.491350 = -66071.263415
  nChanged 2
		SP:Iteration 22Q (131814.510000 sec): 3 clusters
  Score: Raw -68127.173228 + Penalty 2052.491350 = -66074.681877
  nChanged 2
		SP:Iteration 23Q (131814.520000 sec): 3 clusters
  Score: Raw -68130.112560 + Penalty 2052.491350 = -66077.621210
  nChanged 0
		SP:Iteration 24F (131814.540000 sec): 3 clusters
  Score: Raw -68130.112560 + Penalty 2052.491350 = -66077.621210
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 14 (324 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (131814.570000 sec): 2 clusters
  Score: Raw -35151.894635 + Penalty 939.370821 = -34212.523813
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (131814.580000 sec): 3 clusters
  Score: Raw -35219.435386 + Penalty 1878.741643 = -33340.693743
  nChanged 62
		SP:Iteration 1F (131814.590000 sec): 3 clusters
  Score: Raw -35355.701477 + Penalty 1878.741643 = -33476.959835
  nChanged 17
		SP:Iteration 2F (131814.600000 sec): 3 clusters
  Score: Raw -35397.671648 + Penalty 1878.741643 = -33518.930005
  nChanged 12
		SP:Iteration 3Q (131814.600000 sec): 3 clusters
  Score: Raw -35442.645224 + Penalty 1878.741643 = -33563.903582
  nChanged 11
		SP:Iteration 4Q (131814.610000 sec): 3 clusters
  Score: Raw -35487.701696 + Penalty 1878.741643 = -33608.960053
  nChanged 8
		SP:Iteration 5Q (131814.620000 sec): 3 clusters
  Score: Raw -35522.215947 + Penalty 1878.741643 = -33643.474304
  nChanged 8
		SP:Iteration 6Q (131814.630000 sec): 3 clusters
  Score: Raw -35536.815194 + Penalty 1878.741643 = -33658.073551
  nChanged 1
		SP:Iteration 7Q (131814.640000 sec): 3 clusters
  Score: Raw -35537.723770 + Penalty 1878.741643 = -33658.982127
  nChanged 3
		SP:Iteration 8Q (131814.640000 sec): 3 clusters
  Score: Raw -35545.200969 + Penalty 1878.741643 = -33666.459327
  nChanged 3
		SP:Iteration 9Q (131814.650000 sec): 3 clusters
  Score: Raw -35550.299708 + Penalty 1878.741643 = -33671.558066
  nChanged 1
		SP:Iteration 10Q (131814.660000 sec): 3 clusters
  Score: Raw -35552.729800 + Penalty 1878.741643 = -33673.988157
  nChanged 2
		SP:Iteration 11Q (131814.660000 sec): 3 clusters
  Score: Raw -35554.897314 + Penalty 1878.741643 = -33676.155672
  nChanged 2
		SP:Iteration 12Q (131814.670000 sec): 3 clusters
  Score: Raw -35561.499331 + Penalty 1878.741643 = -33682.757689
  nChanged 7
		SP:Iteration 13Q (131814.680000 sec): 3 clusters
  Score: Raw -35591.495721 + Penalty 1878.741643 = -33712.754078
  nChanged 4
		SP:Iteration 14Q (131814.690000 sec): 3 clusters
  Score: Raw -35611.514833 + Penalty 1878.741643 = -33732.773190
  nChanged 5
		SP:Iteration 15Q (131814.700000 sec): 3 clusters
  Score: Raw -35622.769191 + Penalty 1878.741643 = -33744.027549
  nChanged 6
		SP:Iteration 16Q (131814.700000 sec): 3 clusters
  Score: Raw -35637.844030 + Penalty 1878.741643 = -33759.102388
  nChanged 3
		SP:Iteration 17Q (131814.710000 sec): 3 clusters
  Score: Raw -35644.948915 + Penalty 1878.741643 = -33766.207272
  nChanged 1
		SP:Iteration 18Q (131814.720000 sec): 3 clusters
  Score: Raw -35648.806587 + Penalty 1878.741643 = -33770.064944
  nChanged 2
		SP:Iteration 19Q (131814.730000 sec): 3 clusters
  Score: Raw -35656.767574 + Penalty 1878.741643 = -33778.025932
  nChanged 0
		SP:Iteration 20F (131814.740000 sec): 3 clusters
  Score: Raw -35656.767574 + Penalty 1878.741643 = -33778.025932
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 15 (5270 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (131814.840000 sec): 2 clusters
  Score: Raw -639295.400257 + Penalty 1392.590167 = -637902.810090
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (131815.020000 sec): 3 clusters
  Score: Raw -636499.556380 + Penalty 2785.180333 = -633714.376046
  nChanged 2206
		SP:Iteration 1F (131815.190000 sec): 3 clusters
  Score: Raw -637807.537696 + Penalty 2785.180333 = -635022.357362
  nChanged 438
		SP:Iteration 2F (131815.360000 sec): 3 clusters
  Score: Raw -638100.614181 + Penalty 2785.180333 = -635315.433847
  nChanged 367
		SP:Iteration 3F (131815.540000 sec): 3 clusters
  Score: Raw -638387.457566 + Penalty 2785.180333 = -635602.277233
  nChanged 342
		SP:Iteration 4F (131815.710000 sec): 3 clusters
  Score: Raw -638665.361046 + Penalty 2785.180333 = -635880.180713
  nChanged 319
		SP:Iteration 5F (131815.880000 sec): 3 clusters
  Score: Raw -638931.046449 + Penalty 2785.180333 = -636145.866116
  nChanged 291
		SP:Iteration 6F (131816.060000 sec): 3 clusters
  Score: Raw -639153.181942 + Penalty 2785.180333 = -636368.001608
  nChanged 241
		SP:Iteration 7Q (131816.230000 sec): 3 clusters
  Score: Raw -639294.606214 + Penalty 2785.180333 = -636509.425880
  nChanged 165
		SP:Iteration 8Q (131816.400000 sec): 3 clusters
  Score: Raw -639367.430042 + Penalty 2785.180333 = -636582.249708
  nChanged 110
		SP:Iteration 9Q (131816.580000 sec): 3 clusters
  Score: Raw -639411.371826 + Penalty 2785.180333 = -636626.191493
  nChanged 84
		SP:Iteration 10Q (131816.740000 sec): 3 clusters
  Score: Raw -639445.955794 + Penalty 2785.180333 = -636660.775460
  nChanged 77
		SP:Iteration 11Q (131816.900000 sec): 3 clusters
  Score: Raw -639479.920503 + Penalty 2785.180333 = -636694.740170
  nChanged 80
		SP:Iteration 12Q (131817.080000 sec): 3 clusters
  Score: Raw -639529.500399 + Penalty 2785.180333 = -636744.320065
  nChanged 96
		SP:Iteration 13Q (131817.250000 sec): 3 clusters
  Score: Raw -639593.664912 + Penalty 2785.180333 = -636808.484578
  nChanged 119
		SP:Iteration 14Q (131817.350000 sec): 3 clusters
  Score: Raw -639679.531006 + Penalty 2785.180333 = -636894.350673
  nChanged 116
		SP:Iteration 15Q (131817.540000 sec): 3 clusters
  Score: Raw -639762.355381 + Penalty 2785.180333 = -636977.175048
  nChanged 104
		SP:Iteration 16Q (131817.740000 sec): 3 clusters
  Score: Raw -639814.403091 + Penalty 2785.180333 = -637029.222757
  nChanged 77
		SP:Iteration 17Q (131817.910000 sec): 3 clusters
  Score: Raw -639849.650666 + Penalty 2785.180333 = -637064.470332
  nChanged 74
		SP:Iteration 18Q (131818.080000 sec): 3 clusters
  Score: Raw -639882.426008 + Penalty 2785.180333 = -637097.245674
  nChanged 61
		SP:Iteration 19Q (131818.260000 sec): 3 clusters
  Score: Raw -639906.885300 + Penalty 2785.180333 = -637121.704967
  nChanged 49
		SP:Iteration 20F (131818.430000 sec): 3 clusters
  Score: Raw -639922.551941 + Penalty 2785.180333 = -637137.371608
  nChanged 37
		SP:Iteration 21Q (131818.600000 sec): 3 clusters
  Score: Raw -639933.340685 + Penalty 2785.180333 = -637148.160351
  nChanged 35
		SP:Iteration 22Q (131818.780000 sec): 3 clusters
  Score: Raw -639943.387255 + Penalty 2785.180333 = -637158.206922
  nChanged 36
		SP:Iteration 23Q (131818.950000 sec): 3 clusters
  Score: Raw -639952.984330 + Penalty 2785.180333 = -637167.803996
  nChanged 31
		SP:Iteration 24Q (131819.120000 sec): 3 clusters
  Score: Raw -639961.547821 + Penalty 2785.180333 = -637176.367487
  nChanged 28
		SP:Iteration 25Q (131819.300000 sec): 3 clusters
  Score: Raw -639968.143819 + Penalty 2785.180333 = -637182.963485
  nChanged 16
		SP:Iteration 26Q (131819.470000 sec): 3 clusters
  Score: Raw -639971.935963 + Penalty 2785.180333 = -637186.755629
  nChanged 12
		SP:Iteration 27Q (131819.640000 sec): 3 clusters
  Score: Raw -639973.704108 + Penalty 2785.180333 = -637188.523774
  nChanged 10
		SP:Iteration 28Q (131819.750000 sec): 3 clusters
  Score: Raw -639975.467273 + Penalty 2785.180333 = -637190.286939
  nChanged 8
		SP:Iteration 29Q (131819.840000 sec): 3 clusters
  Score: Raw -639976.716883 + Penalty 2785.180333 = -637191.536549
  nChanged 11
		SP:Iteration 30Q (131820.040000 sec): 3 clusters
  Score: Raw -639978.433935 + Penalty 2785.180333 = -637193.253602
  nChanged 10
		SP:Iteration 31Q (131820.260000 sec): 3 clusters
  Score: Raw -639980.192727 + Penalty 2785.180333 = -637195.012393
  nChanged 10
		SP:Iteration 32Q (131820.440000 sec): 3 clusters
  Score: Raw -639981.851443 + Penalty 2785.180333 = -637196.671109
  nChanged 6
		SP:Iteration 33Q (131820.580000 sec): 3 clusters
  Score: Raw -639982.853720 + Penalty 2785.180333 = -637197.673386
  nChanged 6
		SP:Iteration 34Q (131820.760000 sec): 3 clusters
  Score: Raw -639983.785827 + Penalty 2785.180333 = -637198.605493
  nChanged 7
		SP:Iteration 35Q (131820.930000 sec): 3 clusters
  Score: Raw -639985.379588 + Penalty 2785.180333 = -637200.199254
  nChanged 8
		SP:Iteration 36Q (131821.110000 sec): 3 clusters
  Score: Raw -639987.654142 + Penalty 2785.180333 = -637202.473808
  nChanged 5
		SP:Iteration 37Q (131821.280000 sec): 3 clusters
  Score: Raw -639988.548049 + Penalty 2785.180333 = -637203.367716
  nChanged 1
		SP:Iteration 38Q (131821.460000 sec): 3 clusters
  Score: Raw -639988.676255 + Penalty 2785.180333 = -637203.495921
  nChanged 0
		SP:Iteration 39F (131821.630000 sec): 3 clusters
  Score: Raw -639988.676255 + Penalty 2785.180333 = -637203.495921
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 16 (346498 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (131823.440000 sec): 2 clusters
  Score: Raw -42513406.734482 + Penalty 2072.790253 = -42511333.944229
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (131826.260000 sec): 3 clusters
  Score: Raw -42281027.604377 + Penalty 4145.580506 = -42276882.023871
  nChanged 169453
		SP:Iteration 1F (131829.040000 sec): 3 clusters
  Score: Raw -42382225.121806 + Penalty 4145.580506 = -42378079.541300
  nChanged 8019
		SP:Iteration 2Q (131832.060000 sec): 3 clusters
  Score: Raw -42383654.143602 + Penalty 4145.580506 = -42379508.563096
  nChanged 8658
		SP:Iteration 3Q (131835.100000 sec): 3 clusters
  Score: Raw -42385505.224658 + Penalty 4145.580506 = -42381359.644152
  nChanged 9956
		SP:Iteration 4Q (131838.140000 sec): 3 clusters
  Score: Raw -42388216.375409 + Penalty 4145.580506 = -42384070.794903
  nChanged 12218
		SP:Iteration 5Q (131841.110000 sec): 3 clusters
  Score: Raw -42392655.612225 + Penalty 4145.580506 = -42388510.031720
  nChanged 16048
		SP:Iteration 6Q (131844.070000 sec): 3 clusters
  Score: Raw -42400451.809530 + Penalty 4145.580506 = -42396306.229024
  nChanged 22028
		SP:Iteration 7F (131846.880000 sec): 3 clusters
  Score: Raw -42414525.359714 + Penalty 4145.580506 = -42410379.779208
  nChanged 28612
		SP:Iteration 8F (131849.590000 sec): 3 clusters
  Score: Raw -42437556.016279 + Penalty 4145.580506 = -42433410.435773
  nChanged 31619
		SP:Iteration 9F (131852.300000 sec): 3 clusters
  Score: Raw -42467097.237457 + Penalty 4145.580506 = -42462951.656951
  nChanged 25868
		SP:Iteration 10F (131855.080000 sec): 3 clusters
  Score: Raw -42492653.429992 + Penalty 4145.580506 = -42488507.849487
  nChanged 14468
		SP:Iteration 11Q (131857.820000 sec): 3 clusters
  Score: Raw -42506671.782889 + Penalty 4145.580506 = -42502526.202383
  nChanged 5454
		SP:Iteration 12Q (131860.430000 sec): 3 clusters
  Score: Raw -42511602.935134 + Penalty 4145.580506 = -42507457.354628
  nChanged 1630
		SP:Iteration 13Q (131862.960000 sec): 3 clusters
  Score: Raw -42512955.282577 + Penalty 4145.580506 = -42508809.702071
  nChanged 467
		SP:Iteration 14Q (131865.500000 sec): 3 clusters
  Score: Raw -42513352.562610 + Penalty 4145.580506 = -42509206.982104
  nChanged 176
		SP:Iteration 15Q (131868.020000 sec): 3 clusters
  Score: Raw -42513501.141595 + Penalty 4145.580506 = -42509355.561089
  nChanged 88
		SP:Iteration 16Q (131870.570000 sec): 3 clusters
  Score: Raw -42513597.097677 + Penalty 4145.580506 = -42509451.517171
  nChanged 42
		SP:Iteration 17Q (131873.070000 sec): 3 clusters
  Score: Raw -42513634.463758 + Penalty 4145.580506 = -42509488.883252
  nChanged 31
		SP:Iteration 18Q (131875.610000 sec): 3 clusters
  Score: Raw -42513657.150151 + Penalty 4145.580506 = -42509511.569645
  nChanged 19
		SP:Iteration 19Q (131878.040000 sec): 3 clusters
  Score: Raw -42513673.396736 + Penalty 4145.580506 = -42509527.816230
  nChanged 15
		SP:Iteration 20F (131880.780000 sec): 3 clusters
  Score: Raw -42513685.706156 + Penalty 4145.580506 = -42509540.125650
  nChanged 14
		SP:Iteration 21Q (131883.320000 sec): 3 clusters
  Score: Raw -42513694.222035 + Penalty 4145.580506 = -42509548.641529
  nChanged 10
		SP:Iteration 22Q (131885.830000 sec): 3 clusters
  Score: Raw -42513700.699213 + Penalty 4145.580506 = -42509555.118707
  nChanged 6
		SP:Iteration 23Q (131888.310000 sec): 3 clusters
  Score: Raw -42513706.358163 + Penalty 4145.580506 = -42509560.777657
  nChanged 7
		SP:Iteration 24Q (131890.810000 sec): 3 clusters
  Score: Raw -42513712.704602 + Penalty 4145.580506 = -42509567.124097
  nChanged 14
		SP:Iteration 25Q (131893.360000 sec): 3 clusters
  Score: Raw -42513722.370143 + Penalty 4145.580506 = -42509576.789637
  nChanged 8
		SP:Iteration 26Q (131895.810000 sec): 3 clusters
  Score: Raw -42513728.798252 + Penalty 4145.580506 = -42509583.217746
  nChanged 8
		SP:Iteration 27Q (131898.360000 sec): 3 clusters
  Score: Raw -42513734.997212 + Penalty 4145.580506 = -42509589.416706
  nChanged 6
		SP:Iteration 28Q (131900.890000 sec): 3 clusters
  Score: Raw -42513741.414415 + Penalty 4145.580506 = -42509595.833910
  nChanged 8
		SP:Iteration 29Q (131903.430000 sec): 3 clusters
  Score: Raw -42513748.480669 + Penalty 4145.580506 = -42509602.900164
  nChanged 5
		SP:Iteration 30Q (131905.940000 sec): 3 clusters
  Score: Raw -42513753.013112 + Penalty 4145.580506 = -42509607.432607
  nChanged 2
		SP:Iteration 31Q (131908.450000 sec): 3 clusters
  Score: Raw -42513754.458656 + Penalty 4145.580506 = -42509608.878150
  nChanged 4
		SP:Iteration 32Q (131910.940000 sec): 3 clusters
  Score: Raw -42513755.824116 + Penalty 4145.580506 = -42509610.243610
  nChanged 1
		SP:Iteration 33Q (131913.280000 sec): 3 clusters
  Score: Raw -42513755.999913 + Penalty 4145.580506 = -42509610.419408
  nChanged 0
		SP:Iteration 34F (131915.940000 sec): 3 clusters
  Score: Raw -42513755.999913 + Penalty 4145.580506 = -42509610.419408
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 17 (10678 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (131916.160000 sec): 2 clusters
  Score: Raw -1340852.016562 + Penalty 1507.340385 = -1339344.676177
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (131916.380000 sec): 3 clusters
  Score: Raw -1334712.414982 + Penalty 3014.680769 = -1331697.734212
  nChanged 4673
		SP:Iteration 1F (131916.590000 sec): 3 clusters
  Score: Raw -1337265.826642 + Penalty 3014.680769 = -1334251.145872
  nChanged 707
		SP:Iteration 2F (131916.820000 sec): 3 clusters
  Score: Raw -1337642.499186 + Penalty 3014.680769 = -1334627.818416
  nChanged 667
		SP:Iteration 3F (131917.040000 sec): 3 clusters
  Score: Raw -1338000.134576 + Penalty 3014.680769 = -1334985.453807
  nChanged 650
		SP:Iteration 4F (131917.350000 sec): 3 clusters
  Score: Raw -1338369.497099 + Penalty 3014.680769 = -1335354.816329
  nChanged 626
		SP:Iteration 5F (131917.530000 sec): 3 clusters
  Score: Raw -1338734.137804 + Penalty 3014.680769 = -1335719.457034
  nChanged 601
		SP:Iteration 6F (131917.790000 sec): 3 clusters
  Score: Raw -1339119.081520 + Penalty 3014.680769 = -1336104.400750
  nChanged 559
		SP:Iteration 7F (131918.050000 sec): 3 clusters
  Score: Raw -1339494.186163 + Penalty 3014.680769 = -1336479.505393
  nChanged 507
		SP:Iteration 8Q (131918.270000 sec): 3 clusters
  Score: Raw -1339837.898254 + Penalty 3014.680769 = -1336823.217484
  nChanged 432
		SP:Iteration 9Q (131918.540000 sec): 3 clusters
  Score: Raw -1340127.246364 + Penalty 3014.680769 = -1337112.565595
  nChanged 345
		SP:Iteration 10Q (131918.800000 sec): 3 clusters
  Score: Raw -1340378.443431 + Penalty 3014.680769 = -1337363.762662
  nChanged 299
		SP:Iteration 11Q (131919.070000 sec): 3 clusters
  Score: Raw -1340617.193670 + Penalty 3014.680769 = -1337602.512900
  nChanged 270
		SP:Iteration 12Q (131919.330000 sec): 3 clusters
  Score: Raw -1340827.032869 + Penalty 3014.680769 = -1337812.352100
  nChanged 187
		SP:Iteration 13Q (131919.590000 sec): 3 clusters
  Score: Raw -1340955.749213 + Penalty 3014.680769 = -1337941.068444
  nChanged 130
		SP:Iteration 14Q (131919.850000 sec): 3 clusters
  Score: Raw -1341041.795396 + Penalty 3014.680769 = -1338027.114627
  nChanged 115
		SP:Iteration 15Q (131920.070000 sec): 3 clusters
  Score: Raw -1341127.946490 + Penalty 3014.680769 = -1338113.265720
  nChanged 95
		SP:Iteration 16Q (131920.340000 sec): 3 clusters
  Score: Raw -1341196.334127 + Penalty 3014.680769 = -1338181.653358
  nChanged 51
		SP:Iteration 17Q (131920.570000 sec): 3 clusters
  Score: Raw -1341228.794090 + Penalty 3014.680769 = -1338214.113320
  nChanged 36
		SP:Iteration 18Q (131920.700000 sec): 3 clusters
  Score: Raw -1341250.972334 + Penalty 3014.680769 = -1338236.291564
  nChanged 27
		SP:Iteration 19Q (131920.930000 sec): 3 clusters
  Score: Raw -1341275.146926 + Penalty 3014.680769 = -1338260.466157
  nChanged 31
		SP:Iteration 20F (131921.150000 sec): 3 clusters
  Score: Raw -1341298.830817 + Penalty 3014.680769 = -1338284.150047
  nChanged 29
		SP:Iteration 21Q (131921.380000 sec): 3 clusters
  Score: Raw -1341318.779740 + Penalty 3014.680769 = -1338304.098971
  nChanged 16
		SP:Iteration 22Q (131921.600000 sec): 3 clusters
  Score: Raw -1341328.503338 + Penalty 3014.680769 = -1338313.822568
  nChanged 13
		SP:Iteration 23Q (131921.820000 sec): 3 clusters
  Score: Raw -1341335.914164 + Penalty 3014.680769 = -1338321.233395
  nChanged 9
		SP:Iteration 24Q (131922.040000 sec): 3 clusters
  Score: Raw -1341342.854237 + Penalty 3014.680769 = -1338328.173468
  nChanged 17
		SP:Iteration 25Q (131922.260000 sec): 3 clusters
  Score: Raw -1341361.805223 + Penalty 3014.680769 = -1338347.124453
  nChanged 15
		SP:Iteration 26Q (131922.440000 sec): 3 clusters
  Score: Raw -1341373.641133 + Penalty 3014.680769 = -1338358.960364
  nChanged 13
		SP:Iteration 27Q (131922.620000 sec): 3 clusters
  Score: Raw -1341385.701443 + Penalty 3014.680769 = -1338371.020673
  nChanged 7
		SP:Iteration 28Q (131922.840000 sec): 3 clusters
  Score: Raw -1341390.157929 + Penalty 3014.680769 = -1338375.477159
  nChanged 8
		SP:Iteration 29Q (131923.060000 sec): 3 clusters
  Score: Raw -1341394.217567 + Penalty 3014.680769 = -1338379.536797
  nChanged 2
		SP:Iteration 30Q (131923.250000 sec): 3 clusters
  Score: Raw -1341396.514058 + Penalty 3014.680769 = -1338381.833288
  nChanged 5
		SP:Iteration 31Q (131923.510000 sec): 3 clusters
  Score: Raw -1341401.238389 + Penalty 3014.680769 = -1338386.557620
  nChanged 7
		SP:Iteration 32Q (131923.770000 sec): 3 clusters
  Score: Raw -1341405.966911 + Penalty 3014.680769 = -1338391.286142
  nChanged 5
		SP:Iteration 33Q (131923.990000 sec): 3 clusters
  Score: Raw -1341408.367658 + Penalty 3014.680769 = -1338393.686888
  nChanged 0
		SP:Iteration 34F (131924.250000 sec): 3 clusters
  Score: Raw -1341408.367658 + Penalty 3014.680769 = -1338393.686888
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 18 (5387 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (131924.360000 sec): 2 clusters
  Score: Raw -650552.169216 + Penalty 1396.158387 = -649156.010829
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (131924.600000 sec): 3 clusters
  Score: Raw -647712.563094 + Penalty 2792.316775 = -644920.246319
  nChanged 2198
		SP:Iteration 1F (131924.790000 sec): 3 clusters
  Score: Raw -648903.035323 + Penalty 2792.316775 = -646110.718548
  nChanged 392
		SP:Iteration 2F (131925.010000 sec): 3 clusters
  Score: Raw -649101.049068 + Penalty 2792.316775 = -646308.732293
  nChanged 309
		SP:Iteration 3F (131925.190000 sec): 3 clusters
  Score: Raw -649264.750586 + Penalty 2792.316775 = -646472.433811
  nChanged 268
		SP:Iteration 4Q (131925.370000 sec): 3 clusters
  Score: Raw -649427.803787 + Penalty 2792.316775 = -646635.487012
  nChanged 292
		SP:Iteration 5F (131925.550000 sec): 3 clusters
  Score: Raw -649639.801840 + Penalty 2792.316775 = -646847.485065
  nChanged 317
		SP:Iteration 6F (131925.690000 sec): 3 clusters
  Score: Raw -649894.111554 + Penalty 2792.316775 = -647101.794779
  nChanged 307
		SP:Iteration 7F (131925.860000 sec): 3 clusters
  Score: Raw -650148.725316 + Penalty 2792.316775 = -647356.408541
  nChanged 266
		SP:Iteration 8Q (131926.040000 sec): 3 clusters
  Score: Raw -650373.664968 + Penalty 2792.316775 = -647581.348194
  nChanged 230
		SP:Iteration 9Q (131926.210000 sec): 3 clusters
  Score: Raw -650577.986879 + Penalty 2792.316775 = -647785.670104
  nChanged 184
		SP:Iteration 10Q (131926.380000 sec): 3 clusters
  Score: Raw -650703.987963 + Penalty 2792.316775 = -647911.671188
  nChanged 95
		SP:Iteration 11Q (131926.560000 sec): 3 clusters
  Score: Raw -650759.371730 + Penalty 2792.316775 = -647967.054955
  nChanged 62
		SP:Iteration 12Q (131926.730000 sec): 3 clusters
  Score: Raw -650790.795914 + Penalty 2792.316775 = -647998.479139
  nChanged 53
		SP:Iteration 13Q (131926.900000 sec): 3 clusters
  Score: Raw -650816.145290 + Penalty 2792.316775 = -648023.828515
  nChanged 53
		SP:Iteration 14Q (131927.080000 sec): 3 clusters
  Score: Raw -650841.787786 + Penalty 2792.316775 = -648049.471011
  nChanged 36
		SP:Iteration 15Q (131927.250000 sec): 3 clusters
  Score: Raw -650862.802065 + Penalty 2792.316775 = -648070.485290
  nChanged 33
		SP:Iteration 16Q (131927.420000 sec): 3 clusters
  Score: Raw -650880.796364 + Penalty 2792.316775 = -648088.479589
  nChanged 26
		SP:Iteration 17Q (131927.600000 sec): 3 clusters
  Score: Raw -650894.257974 + Penalty 2792.316775 = -648101.941200
  nChanged 19
		SP:Iteration 18Q (131927.770000 sec): 3 clusters
  Score: Raw -650903.207016 + Penalty 2792.316775 = -648110.890241
  nChanged 19
		SP:Iteration 19Q (131927.940000 sec): 3 clusters
  Score: Raw -650912.483700 + Penalty 2792.316775 = -648120.166925
  nChanged 10
		SP:Iteration 20F (131928.120000 sec): 3 clusters
  Score: Raw -650917.490936 + Penalty 2792.316775 = -648125.174161
  nChanged 7
		SP:Iteration 21Q (131928.290000 sec): 3 clusters
  Score: Raw -650924.240926 + Penalty 2792.316775 = -648131.924151
  nChanged 8
		SP:Iteration 22Q (131928.460000 sec): 3 clusters
  Score: Raw -650930.471239 + Penalty 2792.316775 = -648138.154464
  nChanged 14
		SP:Iteration 23Q (131928.640000 sec): 3 clusters
  Score: Raw -650937.635695 + Penalty 2792.316775 = -648145.318920
  nChanged 10
		SP:Iteration 24Q (131928.810000 sec): 3 clusters
  Score: Raw -650944.439853 + Penalty 2792.316775 = -648152.123078
  nChanged 11
		SP:Iteration 25Q (131928.980000 sec): 3 clusters
  Score: Raw -650949.057754 + Penalty 2792.316775 = -648156.740979
  nChanged 13
		SP:Iteration 26Q (131929.160000 sec): 3 clusters
  Score: Raw -650954.840943 + Penalty 2792.316775 = -648162.524168
  nChanged 8
		SP:Iteration 27Q (131929.330000 sec): 3 clusters
  Score: Raw -650959.656204 + Penalty 2792.316775 = -648167.339429
  nChanged 10
		SP:Iteration 28Q (131929.510000 sec): 3 clusters
  Score: Raw -650964.083947 + Penalty 2792.316775 = -648171.767172
  nChanged 6
		SP:Iteration 29Q (131929.680000 sec): 3 clusters
  Score: Raw -650967.116336 + Penalty 2792.316775 = -648174.799561
  nChanged 6
		SP:Iteration 30Q (131929.850000 sec): 3 clusters
  Score: Raw -650970.087537 + Penalty 2792.316775 = -648177.770762
  nChanged 10
		SP:Iteration 31Q (131929.960000 sec): 3 clusters
  Score: Raw -650974.613124 + Penalty 2792.316775 = -648182.296349
  nChanged 3
		SP:Iteration 32Q (131930.050000 sec): 3 clusters
  Score: Raw -650975.598706 + Penalty 2792.316775 = -648183.281931
  nChanged 3
		SP:Iteration 33Q (131930.250000 sec): 3 clusters
  Score: Raw -650976.789948 + Penalty 2792.316775 = -648184.473173
  nChanged 1
		SP:Iteration 34Q (131930.450000 sec): 3 clusters
  Score: Raw -650976.920577 + Penalty 2792.316775 = -648184.603802
  nChanged 1
		SP:Iteration 35Q (131930.640000 sec): 3 clusters
  Score: Raw -650977.330283 + Penalty 2792.316775 = -648185.013508
  nChanged 3
		SP:Iteration 36Q (131930.860000 sec): 3 clusters
  Score: Raw -650978.759987 + Penalty 2792.316775 = -648186.443213
  nChanged 4
		SP:Iteration 37Q (131931.000000 sec): 3 clusters
  Score: Raw -650981.401069 + Penalty 2792.316775 = -648189.084294
  nChanged 3
		SP:Iteration 38Q (131931.170000 sec): 3 clusters
  Score: Raw -650983.413347 + Penalty 2792.316775 = -648191.096572
  nChanged 6
		SP:Iteration 39Q (131931.340000 sec): 3 clusters
  Score: Raw -650985.513518 + Penalty 2792.316775 = -648193.196743
  nChanged 2
		SP:Iteration 40F (131931.520000 sec): 3 clusters
  Score: Raw -650986.360551 + Penalty 2792.316775 = -648194.043777
  nChanged 2
		SP:Iteration 41Q (131931.690000 sec): 3 clusters
  Score: Raw -650987.362774 + Penalty 2792.316775 = -648195.045999
  nChanged 4
		SP:Iteration 42Q (131931.860000 sec): 3 clusters
  Score: Raw -650988.544318 + Penalty 2792.316775 = -648196.227543
  nChanged 2
		SP:Iteration 43Q (131932.040000 sec): 3 clusters
  Score: Raw -650989.195372 + Penalty 2792.316775 = -648196.878598
  nChanged 3
		SP:Iteration 44Q (131932.210000 sec): 3 clusters
  Score: Raw -650989.917176 + Penalty 2792.316775 = -648197.600401
  nChanged 1
		SP:Iteration 45Q (131932.390000 sec): 3 clusters
  Score: Raw -650989.998517 + Penalty 2792.316775 = -648197.681743
  nChanged 0
		SP:Iteration 46F (131932.560000 sec): 3 clusters
  Score: Raw -650989.998517 + Penalty 2792.316775 = -648197.681743
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 19 (1105 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (131932.640000 sec): 2 clusters
  Score: Raw -131501.037769 + Penalty 1138.735100 = -130362.302669
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (131932.820000 sec): 3 clusters
  Score: Raw -131148.025167 + Penalty 2277.470200 = -128870.554968
  nChanged 345
		SP:Iteration 1F (131933.040000 sec): 3 clusters
  Score: Raw -131431.318547 + Penalty 2277.470200 = -129153.848347
  nChanged 69
		SP:Iteration 2F (131933.210000 sec): 3 clusters
  Score: Raw -131509.082082 + Penalty 2277.470200 = -129231.611883
  nChanged 28
		SP:Iteration 3Q (131933.380000 sec): 3 clusters
  Score: Raw -131548.819665 + Penalty 2277.470200 = -129271.349465
  nChanged 31
		SP:Iteration 4Q (131933.560000 sec): 3 clusters
  Score: Raw -131579.306672 + Penalty 2277.470200 = -129301.836472
  nChanged 21
		SP:Iteration 5Q (131933.720000 sec): 3 clusters
  Score: Raw -131601.163229 + Penalty 2277.470200 = -129323.693030
  nChanged 17
		SP:Iteration 6Q (131933.900000 sec): 3 clusters
  Score: Raw -131615.135850 + Penalty 2277.470200 = -129337.665651
  nChanged 20
		SP:Iteration 7Q (131934.060000 sec): 3 clusters
  Score: Raw -131631.603741 + Penalty 2277.470200 = -129354.133541
  nChanged 15
		SP:Iteration 8Q (131934.230000 sec): 3 clusters
  Score: Raw -131645.980985 + Penalty 2277.470200 = -129368.510785
  nChanged 18
		SP:Iteration 9Q (131934.390000 sec): 3 clusters
  Score: Raw -131670.161229 + Penalty 2277.470200 = -129392.691030
  nChanged 21
		SP:Iteration 10Q (131934.520000 sec): 3 clusters
  Score: Raw -131697.752784 + Penalty 2277.470200 = -129420.282584
  nChanged 30
		SP:Iteration 11Q (131934.700000 sec): 3 clusters
  Score: Raw -131746.019325 + Penalty 2277.470200 = -129468.549126
  nChanged 26
		SP:Iteration 12Q (131934.870000 sec): 3 clusters
  Score: Raw -131773.496568 + Penalty 2277.470200 = -129496.026368
  nChanged 23
		SP:Iteration 13Q (131935.050000 sec): 3 clusters
  Score: Raw -131803.430828 + Penalty 2277.470200 = -129525.960629
  nChanged 22
		SP:Iteration 14Q (131935.150000 sec): 3 clusters
  Score: Raw -131828.183785 + Penalty 2277.470200 = -129550.713585
  nChanged 17
		SP:Iteration 15Q (131935.170000 sec): 3 clusters
  Score: Raw -131848.812802 + Penalty 2277.470200 = -129571.342603
  nChanged 18
		SP:Iteration 16Q (131935.200000 sec): 3 clusters
  Score: Raw -131879.556988 + Penalty 2277.470200 = -129602.086789
  nChanged 23
		SP:Iteration 17Q (131935.220000 sec): 3 clusters
  Score: Raw -131908.133129 + Penalty 2277.470200 = -129630.662929
  nChanged 26
		SP:Iteration 18Q (131935.240000 sec): 3 clusters
  Score: Raw -131948.867602 + Penalty 2277.470200 = -129671.397402
  nChanged 22
		SP:Iteration 19Q (131935.270000 sec): 3 clusters
  Score: Raw -131992.883304 + Penalty 2277.470200 = -129715.413105
  nChanged 32
		SP:Iteration 20F (131935.290000 sec): 3 clusters
  Score: Raw -132083.402625 + Penalty 2277.470200 = -129805.932426
  nChanged 34
		SP:Iteration 21Q (131935.320000 sec): 3 clusters
  Score: Raw -132161.485672 + Penalty 2277.470200 = -129884.015472
  nChanged 34
		SP:Iteration 22Q (131935.340000 sec): 3 clusters
  Score: Raw -132216.399681 + Penalty 2277.470200 = -129938.929482
  nChanged 25
		SP:Iteration 23Q (131935.370000 sec): 3 clusters
  Score: Raw -132260.244002 + Penalty 2277.470200 = -129982.773802
  nChanged 19
		SP:Iteration 24Q (131935.390000 sec): 3 clusters
  Score: Raw -132290.070200 + Penalty 2277.470200 = -130012.600000
  nChanged 19
		SP:Iteration 25Q (131935.420000 sec): 3 clusters
  Score: Raw -132328.087997 + Penalty 2277.470200 = -130050.617798
  nChanged 11
		SP:Iteration 26Q (131935.440000 sec): 3 clusters
  Score: Raw -132357.547806 + Penalty 2277.470200 = -130080.077606
  nChanged 11
		SP:Iteration 27Q (131935.460000 sec): 3 clusters
  Score: Raw -132388.064364 + Penalty 2277.470200 = -130110.594164
  nChanged 5
		SP:Iteration 28Q (131935.490000 sec): 3 clusters
  Score: Raw -132395.048144 + Penalty 2277.470200 = -130117.577944
  nChanged 5
		SP:Iteration 29Q (131935.510000 sec): 3 clusters
  Score: Raw -132401.668466 + Penalty 2277.470200 = -130124.198267
  nChanged 1
		SP:Iteration 30Q (131935.540000 sec): 3 clusters
  Score: Raw -132402.548929 + Penalty 2277.470200 = -130125.078729
  nChanged 1
		SP:Iteration 31Q (131935.560000 sec): 3 clusters
  Score: Raw -132403.044439 + Penalty 2277.470200 = -130125.574240
  nChanged 0
		SP:Iteration 32F (131935.580000 sec): 3 clusters
  Score: Raw -132403.694669 + Penalty 2277.470200 = -130126.224470
  nChanged 1
		SP:Iteration 33Q (131935.610000 sec): 3 clusters
  Score: Raw -132406.063929 + Penalty 2277.470200 = -130128.593729
  nChanged 0
		SP:Iteration 34F (131935.630000 sec): 3 clusters
  Score: Raw -132406.063929 + Penalty 2277.470200 = -130128.593729
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 20 (31192 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (131935.930000 sec): 2 clusters
  Score: Raw -3683343.801828 + Penalty 1681.536501 = -3681662.265327
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (131936.390000 sec): 3 clusters
  Score: Raw -3664060.943000 + Penalty 3363.073002 = -3660697.869997
  nChanged 14270
		SP:Iteration 1F (131936.750000 sec): 3 clusters
  Score: Raw -3672143.429570 + Penalty 3363.073002 = -3668780.356567
  nChanged 1527
		SP:Iteration 2Q (131937.220000 sec): 3 clusters
  Score: Raw -3672669.860980 + Penalty 3363.073002 = -3669306.787978
  nChanged 1477
		SP:Iteration 3Q (131937.590000 sec): 3 clusters
  Score: Raw -3673181.168556 + Penalty 3363.073002 = -3669818.095554
  nChanged 1472
		SP:Iteration 4Q (131938.030000 sec): 3 clusters
  Score: Raw -3673757.433001 + Penalty 3363.073002 = -3670394.359998
  nChanged 1537
		SP:Iteration 5Q (131938.390000 sec): 3 clusters
  Score: Raw -3674448.670988 + Penalty 3363.073002 = -3671085.597986
  nChanged 1714
		SP:Iteration 6F (131938.800000 sec): 3 clusters
  Score: Raw -3675366.285364 + Penalty 3363.073002 = -3672003.212361
  nChanged 1884
		SP:Iteration 7F (131939.200000 sec): 3 clusters
  Score: Raw -3676510.694494 + Penalty 3363.073002 = -3673147.621491
  nChanged 1945
		SP:Iteration 8F (131939.640000 sec): 3 clusters
  Score: Raw -3677917.777967 + Penalty 3363.073002 = -3674554.704965
  nChanged 1991
		SP:Iteration 9F (131940.090000 sec): 3 clusters
  Score: Raw -3679518.684551 + Penalty 3363.073002 = -3676155.611549
  nChanged 1766
		SP:Iteration 10F (131940.540000 sec): 3 clusters
  Score: Raw -3681077.054558 + Penalty 3363.073002 = -3677713.981555
  nChanged 1324
		SP:Iteration 11Q (131940.980000 sec): 3 clusters
  Score: Raw -3682259.740834 + Penalty 3363.073002 = -3678896.667832
  nChanged 803
		SP:Iteration 12Q (131941.430000 sec): 3 clusters
  Score: Raw -3682968.505134 + Penalty 3363.073002 = -3679605.432132
  nChanged 404
		SP:Iteration 13Q (131941.910000 sec): 3 clusters
  Score: Raw -3683311.020990 + Penalty 3363.073002 = -3679947.947987
  nChanged 183
		SP:Iteration 14Q (131942.270000 sec): 3 clusters
  Score: Raw -3683466.720624 + Penalty 3363.073002 = -3680103.647622
  nChanged 86
		SP:Iteration 15Q (131942.670000 sec): 3 clusters
  Score: Raw -3683542.858904 + Penalty 3363.073002 = -3680179.785901
  nChanged 29
		SP:Iteration 16Q (131943.050000 sec): 3 clusters
  Score: Raw -3683571.026165 + Penalty 3363.073002 = -3680207.953163
  nChanged 15
		SP:Iteration 17Q (131943.350000 sec): 3 clusters
  Score: Raw -3683585.594326 + Penalty 3363.073002 = -3680222.521323
  nChanged 10
		SP:Iteration 18Q (131943.750000 sec): 3 clusters
  Score: Raw -3683592.296613 + Penalty 3363.073002 = -3680229.223610
  nChanged 6
		SP:Iteration 19Q (131944.120000 sec): 3 clusters
  Score: Raw -3683597.981637 + Penalty 3363.073002 = -3680234.908635
  nChanged 6
		SP:Iteration 20F (131944.560000 sec): 3 clusters
  Score: Raw -3683602.506970 + Penalty 3363.073002 = -3680239.433968
  nChanged 3
		SP:Iteration 21Q (131944.960000 sec): 3 clusters
  Score: Raw -3683604.914611 + Penalty 3363.073002 = -3680241.841608
  nChanged 4
		SP:Iteration 22Q (131945.320000 sec): 3 clusters
  Score: Raw -3683609.244486 + Penalty 3363.073002 = -3680246.171484
  nChanged 7
		SP:Iteration 23Q (131945.720000 sec): 3 clusters
  Score: Raw -3683614.541518 + Penalty 3363.073002 = -3680251.468516
  nChanged 2
		SP:Iteration 24Q (131946.080000 sec): 3 clusters
  Score: Raw -3683616.069329 + Penalty 3363.073002 = -3680252.996327
  nChanged 2
		SP:Iteration 25Q (131946.480000 sec): 3 clusters
  Score: Raw -3683617.918919 + Penalty 3363.073002 = -3680254.845916
  nChanged 2
		SP:Iteration 26Q (131946.840000 sec): 3 clusters
  Score: Raw -3683620.413297 + Penalty 3363.073002 = -3680257.340295
  nChanged 1
		SP:Iteration 27Q (131947.240000 sec): 3 clusters
  Score: Raw -3683621.352422 + Penalty 3363.073002 = -3680258.279420
  nChanged 1
		SP:Iteration 28Q (131947.600000 sec): 3 clusters
  Score: Raw -3683622.288204 + Penalty 3363.073002 = -3680259.215202
  nChanged 0
		SP:Iteration 29F (131948.040000 sec): 3 clusters
  Score: Raw -3683622.288204 + Penalty 3363.073002 = -3680259.215202
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 21 (12832 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (131948.190000 sec): 2 clusters
  Score: Raw -1562741.557372 + Penalty 1537.200816 = -1561204.356556
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (131948.460000 sec): 3 clusters
  Score: Raw -1555241.054669 + Penalty 3074.401632 = -1552166.653036
  nChanged 5739
		SP:Iteration 1F (131948.700000 sec): 3 clusters
  Score: Raw -1558374.207600 + Penalty 3074.401632 = -1555299.805968
  nChanged 741
		SP:Iteration 2F (131948.950000 sec): 3 clusters
  Score: Raw -1558684.285519 + Penalty 3074.401632 = -1555609.883887
  nChanged 676
		SP:Iteration 3F (131949.200000 sec): 3 clusters
  Score: Raw -1558967.791013 + Penalty 3074.401632 = -1555893.389381
  nChanged 591
		SP:Iteration 4Q (131949.520000 sec): 3 clusters
  Score: Raw -1559207.467660 + Penalty 3074.401632 = -1556133.066028
  nChanged 554
		SP:Iteration 5Q (131949.810000 sec): 3 clusters
  Score: Raw -1559428.899207 + Penalty 3074.401632 = -1556354.497575
  nChanged 511
		SP:Iteration 6Q (131950.140000 sec): 3 clusters
  Score: Raw -1559657.615175 + Penalty 3074.401632 = -1556583.213542
  nChanged 550
		SP:Iteration 7Q (131950.350000 sec): 3 clusters
  Score: Raw -1559919.926049 + Penalty 3074.401632 = -1556845.524417
  nChanged 585
		SP:Iteration 8Q (131950.600000 sec): 3 clusters
  Score: Raw -1560223.733647 + Penalty 3074.401632 = -1557149.332015
  nChanged 585
		SP:Iteration 9Q (131950.850000 sec): 3 clusters
  Score: Raw -1560543.710689 + Penalty 3074.401632 = -1557469.309056
  nChanged 608
		SP:Iteration 10Q (131951.140000 sec): 3 clusters
  Score: Raw -1560899.248307 + Penalty 3074.401632 = -1557824.846674
  nChanged 575
		SP:Iteration 11Q (131951.430000 sec): 3 clusters
  Score: Raw -1561249.461472 + Penalty 3074.401632 = -1558175.059840
  nChanged 536
		SP:Iteration 12Q (131951.670000 sec): 3 clusters
  Score: Raw -1561574.161125 + Penalty 3074.401632 = -1558499.759493
  nChanged 462
		SP:Iteration 13Q (131951.920000 sec): 3 clusters
  Score: Raw -1561842.522747 + Penalty 3074.401632 = -1558768.121115
  nChanged 398
		SP:Iteration 14Q (131952.170000 sec): 3 clusters
  Score: Raw -1562081.257559 + Penalty 3074.401632 = -1559006.855927
  nChanged 356
		SP:Iteration 15Q (131952.420000 sec): 3 clusters
  Score: Raw -1562319.199677 + Penalty 3074.401632 = -1559244.798044
  nChanged 306
		SP:Iteration 16Q (131952.670000 sec): 3 clusters
  Score: Raw -1562520.814071 + Penalty 3074.401632 = -1559446.412439
  nChanged 217
		SP:Iteration 17Q (131952.970000 sec): 3 clusters
  Score: Raw -1562655.003053 + Penalty 3074.401632 = -1559580.601421
  nChanged 171
		SP:Iteration 18Q (131953.140000 sec): 3 clusters
  Score: Raw -1562758.331005 + Penalty 3074.401632 = -1559683.929373
  nChanged 128
		SP:Iteration 19Q (131953.390000 sec): 3 clusters
  Score: Raw -1562829.510399 + Penalty 3074.401632 = -1559755.108766
  nChanged 92
		SP:Iteration 20F (131953.640000 sec): 3 clusters
  Score: Raw -1562882.752702 + Penalty 3074.401632 = -1559808.351070
  nChanged 74
		SP:Iteration 21Q (131953.880000 sec): 3 clusters
  Score: Raw -1562918.997983 + Penalty 3074.401632 = -1559844.596351
  nChanged 70
		SP:Iteration 22Q (131954.130000 sec): 3 clusters
  Score: Raw -1562960.470420 + Penalty 3074.401632 = -1559886.068787
  nChanged 63
		SP:Iteration 23Q (131954.380000 sec): 3 clusters
  Score: Raw -1562994.299474 + Penalty 3074.401632 = -1559919.897842
  nChanged 46
		SP:Iteration 24Q (131954.590000 sec): 3 clusters
  Score: Raw -1563014.413592 + Penalty 3074.401632 = -1559940.011959
  nChanged 39
		SP:Iteration 25Q (131954.790000 sec): 3 clusters
  Score: Raw -1563030.181791 + Penalty 3074.401632 = -1559955.780159
  nChanged 21
		SP:Iteration 26Q (131955.080000 sec): 3 clusters
  Score: Raw -1563040.038922 + Penalty 3074.401632 = -1559965.637290
  nChanged 20
		SP:Iteration 27Q (131955.250000 sec): 3 clusters
  Score: Raw -1563047.354063 + Penalty 3074.401632 = -1559972.952430
  nChanged 13
		SP:Iteration 28Q (131955.500000 sec): 3 clusters
  Score: Raw -1563055.566701 + Penalty 3074.401632 = -1559981.165068
  nChanged 24
		SP:Iteration 29Q (131955.700000 sec): 3 clusters
  Score: Raw -1563064.530243 + Penalty 3074.401632 = -1559990.128611
  nChanged 14
		SP:Iteration 30Q (131955.910000 sec): 3 clusters
  Score: Raw -1563069.892510 + Penalty 3074.401632 = -1559995.490878
  nChanged 13
		SP:Iteration 31Q (131956.120000 sec): 3 clusters
  Score: Raw -1563074.137306 + Penalty 3074.401632 = -1559999.735673
  nChanged 12
		SP:Iteration 32Q (131956.320000 sec): 3 clusters
  Score: Raw -1563077.907072 + Penalty 3074.401632 = -1560003.505440
  nChanged 7
		SP:Iteration 33Q (131956.520000 sec): 3 clusters
  Score: Raw -1563082.706070 + Penalty 3074.401632 = -1560008.304437
  nChanged 9
		SP:Iteration 34Q (131956.730000 sec): 3 clusters
  Score: Raw -1563086.523413 + Penalty 3074.401632 = -1560012.121781
  nChanged 10
		SP:Iteration 35Q (131956.940000 sec): 3 clusters
  Score: Raw -1563091.531624 + Penalty 3074.401632 = -1560017.129992
  nChanged 11
		SP:Iteration 36Q (131957.140000 sec): 3 clusters
  Score: Raw -1563096.566609 + Penalty 3074.401632 = -1560022.164977
  nChanged 7
		SP:Iteration 37Q (131957.340000 sec): 3 clusters
  Score: Raw -1563100.616394 + Penalty 3074.401632 = -1560026.214762
  nChanged 5
		SP:Iteration 38Q (131957.550000 sec): 3 clusters
  Score: Raw -1563102.015793 + Penalty 3074.401632 = -1560027.614161
  nChanged 3
		SP:Iteration 39Q (131957.760000 sec): 3 clusters
  Score: Raw -1563103.425123 + Penalty 3074.401632 = -1560029.023491
  nChanged 6
		SP:Iteration 40F (131958.000000 sec): 3 clusters
  Score: Raw -1563106.125266 + Penalty 3074.401632 = -1560031.723634
  nChanged 3
		SP:Iteration 41Q (131958.210000 sec): 3 clusters
  Score: Raw -1563106.946465 + Penalty 3074.401632 = -1560032.544833
  nChanged 3
		SP:Iteration 42Q (131958.360000 sec): 3 clusters
  Score: Raw -1563108.103473 + Penalty 3074.401632 = -1560033.701840
  nChanged 2
		SP:Iteration 43Q (131958.580000 sec): 3 clusters
  Score: Raw -1563108.750291 + Penalty 3074.401632 = -1560034.348659
  nChanged 1
		SP:Iteration 44Q (131958.830000 sec): 3 clusters
  Score: Raw -1563108.871820 + Penalty 3074.401632 = -1560034.470188
  nChanged 0
		SP:Iteration 45F (131959.080000 sec): 3 clusters
  Score: Raw -1563108.871820 + Penalty 3074.401632 = -1560034.470188
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 22 (271 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (131959.140000 sec): 2 clusters
  Score: Raw -14225.023673 + Penalty 910.344308 = -13314.679365
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (131959.310000 sec): 3 clusters
  Score: Raw -14314.651236 + Penalty 1820.688617 = -12493.962619
  nChanged 63
		SP:Iteration 1F (131959.490000 sec): 3 clusters
  Score: Raw -14495.171857 + Penalty 1820.688617 = -12674.483240
  nChanged 12
		SP:Iteration 2Q (131959.660000 sec): 3 clusters
  Score: Raw -14546.184133 + Penalty 1820.688617 = -12725.495516
  nChanged 4
		SP:Iteration 3Q (131959.840000 sec): 3 clusters
  Score: Raw -14565.221994 + Penalty 1820.688617 = -12744.533377
  nChanged 4
		SP:Iteration 4Q (131960.020000 sec): 3 clusters
  Score: Raw -14591.923625 + Penalty 1820.688617 = -12771.235008
  nChanged 2
		SP:Iteration 5Q (131960.190000 sec): 3 clusters
  Score: Raw -14610.332313 + Penalty 1820.688617 = -12789.643696
  nChanged 4
		SP:Iteration 6Q (131960.370000 sec): 3 clusters
  Score: Raw -14664.729637 + Penalty 1820.688617 = -12844.041020
  nChanged 5
		SP:Iteration 7Q (131960.540000 sec): 3 clusters
  Score: Raw -14688.977213 + Penalty 1820.688617 = -12868.288596
  nChanged 4
		SP:Iteration 8Q (131960.720000 sec): 3 clusters
  Score: Raw -14700.181945 + Penalty 1820.688617 = -12879.493328
  nChanged 1
		SP:Iteration 9Q (131960.940000 sec): 3 clusters
  Score: Raw -14701.146161 + Penalty 1820.688617 = -12880.457544
  nChanged 0
		SP:Iteration 10F (131961.110000 sec): 3 clusters
  Score: Raw -14701.146161 + Penalty 1820.688617 = -12880.457544
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 23 (502 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (131961.180000 sec): 2 clusters
  Score: Raw -54728.763224 + Penalty 1010.522519 = -53718.240704
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (131961.360000 sec): 3 clusters
  Score: Raw -54649.620356 + Penalty 2021.045039 = -52628.575317
  nChanged 122
		SP:Iteration 1F (131961.530000 sec): 3 clusters
  Score: Raw -54855.860835 + Penalty 2021.045039 = -52834.815796
  nChanged 41
		SP:Iteration 2F (131961.710000 sec): 3 clusters
  Score: Raw -54952.249526 + Penalty 2021.045039 = -52931.204487
  nChanged 20
		SP:Iteration 3Q (131961.880000 sec): 3 clusters
  Score: Raw -55003.430485 + Penalty 2021.045039 = -52982.385446
  nChanged 13
		SP:Iteration 4Q (131962.060000 sec): 3 clusters
  Score: Raw -55026.897944 + Penalty 2021.045039 = -53005.852905
  nChanged 7
		SP:Iteration 5Q (131962.240000 sec): 3 clusters
  Score: Raw -55042.987662 + Penalty 2021.045039 = -53021.942623
  nChanged 6
		SP:Iteration 6Q (131962.370000 sec): 3 clusters
  Score: Raw -55058.518071 + Penalty 2021.045039 = -53037.473032
  nChanged 8
		SP:Iteration 7Q (131962.540000 sec): 3 clusters
  Score: Raw -55074.387504 + Penalty 2021.045039 = -53053.342466
  nChanged 6
		SP:Iteration 8Q (131962.720000 sec): 3 clusters
  Score: Raw -55087.441335 + Penalty 2021.045039 = -53066.396296
  nChanged 5
		SP:Iteration 9Q (131962.900000 sec): 3 clusters
  Score: Raw -55100.449255 + Penalty 2021.045039 = -53079.404216
  nChanged 3
		SP:Iteration 10Q (131963.070000 sec): 3 clusters
  Score: Raw -55110.081452 + Penalty 2021.045039 = -53089.036413
  nChanged 5
		SP:Iteration 11Q (131963.240000 sec): 3 clusters
  Score: Raw -55124.902328 + Penalty 2021.045039 = -53103.857289
  nChanged 6
		SP:Iteration 12Q (131963.420000 sec): 3 clusters
  Score: Raw -55138.596748 + Penalty 2021.045039 = -53117.551709
  nChanged 7
		SP:Iteration 13Q (131963.600000 sec): 3 clusters
  Score: Raw -55161.191062 + Penalty 2021.045039 = -53140.146023
  nChanged 6
		SP:Iteration 14Q (131963.770000 sec): 3 clusters
  Score: Raw -55176.029482 + Penalty 2021.045039 = -53154.984443
  nChanged 6
		SP:Iteration 15Q (131963.950000 sec): 3 clusters
  Score: Raw -55193.236696 + Penalty 2021.045039 = -53172.191657
  nChanged 11
		SP:Iteration 16Q (131964.120000 sec): 3 clusters
  Score: Raw -55239.457867 + Penalty 2021.045039 = -53218.412828
  nChanged 14
		SP:Iteration 17Q (131964.300000 sec): 3 clusters
  Score: Raw -55265.153613 + Penalty 2021.045039 = -53244.108574
  nChanged 8
		SP:Iteration 18Q (131964.480000 sec): 3 clusters
  Score: Raw -55288.622416 + Penalty 2021.045039 = -53267.577377
  nChanged 10
		SP:Iteration 19Q (131964.650000 sec): 3 clusters
  Score: Raw -55315.111709 + Penalty 2021.045039 = -53294.066670
  nChanged 7
		SP:Iteration 20F (131964.830000 sec): 3 clusters
  Score: Raw -55338.556170 + Penalty 2021.045039 = -53317.511131
  nChanged 8
		SP:Iteration 21Q (131965.000000 sec): 3 clusters
  Score: Raw -55373.797521 + Penalty 2021.045039 = -53352.752482
  nChanged 12
		SP:Iteration 22Q (131965.180000 sec): 3 clusters
  Score: Raw -55417.986381 + Penalty 2021.045039 = -53396.941342
  nChanged 13
		SP:Iteration 23Q (131965.360000 sec): 3 clusters
  Score: Raw -55469.191835 + Penalty 2021.045039 = -53448.146796
  nChanged 10
		SP:Iteration 24Q (131965.530000 sec): 3 clusters
  Score: Raw -55505.819089 + Penalty 2021.045039 = -53484.774050
  nChanged 3
		SP:Iteration 25Q (131965.710000 sec): 3 clusters
  Score: Raw -55517.769753 + Penalty 2021.045039 = -53496.724714
  nChanged 2
		SP:Iteration 26Q (131965.880000 sec): 3 clusters
  Score: Raw -55524.922055 + Penalty 2021.045039 = -53503.877016
  nChanged 2
		SP:Iteration 27Q (131966.060000 sec): 3 clusters
  Score: Raw -55530.371100 + Penalty 2021.045039 = -53509.326061
  nChanged 2
		SP:Iteration 28Q (131966.240000 sec): 3 clusters
  Score: Raw -55536.520365 + Penalty 2021.045039 = -53515.475326
  nChanged 0
		SP:Iteration 29F (131966.410000 sec): 3 clusters
  Score: Raw -55536.520365 + Penalty 2021.045039 = -53515.475326
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 24 (550 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (131966.500000 sec): 2 clusters
  Score: Raw -64071.566500 + Penalty 1025.361720 = -63046.204780
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (131966.680000 sec): 3 clusters
  Score: Raw -64002.547478 + Penalty 2050.723440 = -61951.824038
  nChanged 135
		SP:Iteration 1F (131966.850000 sec): 3 clusters
  Score: Raw -64199.465383 + Penalty 2050.723440 = -62148.741943
  nChanged 46
		SP:Iteration 2F (131967.030000 sec): 3 clusters
  Score: Raw -64342.894943 + Penalty 2050.723440 = -62292.171502
  nChanged 33
		SP:Iteration 3F (131967.200000 sec): 3 clusters
  Score: Raw -64404.511441 + Penalty 2050.723440 = -62353.788001
  nChanged 22
		SP:Iteration 4Q (131967.370000 sec): 3 clusters
  Score: Raw -64449.724091 + Penalty 2050.723440 = -62399.000650
  nChanged 18
		SP:Iteration 5Q (131967.540000 sec): 3 clusters
  Score: Raw -64503.643582 + Penalty 2050.723440 = -62452.920141
  nChanged 15
		SP:Iteration 6Q (131967.700000 sec): 3 clusters
  Score: Raw -64557.257565 + Penalty 2050.723440 = -62506.534124
  nChanged 13
		SP:Iteration 7Q (131967.870000 sec): 3 clusters
  Score: Raw -64588.623732 + Penalty 2050.723440 = -62537.900291
  nChanged 12
		SP:Iteration 8Q (131968.030000 sec): 3 clusters
  Score: Raw -64622.156235 + Penalty 2050.723440 = -62571.432795
  nChanged 7
		SP:Iteration 9Q (131968.190000 sec): 3 clusters
  Score: Raw -64640.093126 + Penalty 2050.723440 = -62589.369686
  nChanged 9
		SP:Iteration 10Q (131968.350000 sec): 3 clusters
  Score: Raw -64671.637946 + Penalty 2050.723440 = -62620.914506
  nChanged 6
		SP:Iteration 11Q (131968.520000 sec): 3 clusters
  Score: Raw -64686.753072 + Penalty 2050.723440 = -62636.029632
  nChanged 1
		SP:Iteration 12Q (131968.680000 sec): 3 clusters
  Score: Raw -64689.525598 + Penalty 2050.723440 = -62638.802158
  nChanged 0
		SP:Iteration 13F (131968.850000 sec): 3 clusters
  Score: Raw -64689.525598 + Penalty 2050.723440 = -62638.802158
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 25 (4274 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (131968.940000 sec): 2 clusters
  Score: Raw -526661.694082 + Penalty 1358.549633 = -525303.144449
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (131969.090000 sec): 3 clusters
  Score: Raw -524493.118387 + Penalty 2717.099267 = -521776.019120
  nChanged 1692
		SP:Iteration 1F (131969.180000 sec): 3 clusters
  Score: Raw -525392.035948 + Penalty 2717.099267 = -522674.936682
  nChanged 286
		SP:Iteration 2F (131969.260000 sec): 3 clusters
  Score: Raw -525529.412540 + Penalty 2717.099267 = -522812.313273
  nChanged 188
		SP:Iteration 3Q (131969.340000 sec): 3 clusters
  Score: Raw -525612.966736 + Penalty 2717.099267 = -522895.867470
  nChanged 154
		SP:Iteration 4Q (131969.420000 sec): 3 clusters
  Score: Raw -525682.801757 + Penalty 2717.099267 = -522965.702490
  nChanged 119
		SP:Iteration 5Q (131969.510000 sec): 3 clusters
  Score: Raw -525730.003496 + Penalty 2717.099267 = -523012.904230
  nChanged 96
		SP:Iteration 6Q (131969.590000 sec): 3 clusters
  Score: Raw -525764.207374 + Penalty 2717.099267 = -523047.108108
  nChanged 88
		SP:Iteration 7Q (131969.670000 sec): 3 clusters
  Score: Raw -525802.608693 + Penalty 2717.099267 = -523085.509426
  nChanged 85
		SP:Iteration 8Q (131969.750000 sec): 3 clusters
  Score: Raw -525829.941655 + Penalty 2717.099267 = -523112.842388
  nChanged 68
		SP:Iteration 9Q (131969.830000 sec): 3 clusters
  Score: Raw -525855.169890 + Penalty 2717.099267 = -523138.070624
  nChanged 69
		SP:Iteration 10Q (131969.920000 sec): 3 clusters
  Score: Raw -525879.623198 + Penalty 2717.099267 = -523162.523931
  nChanged 73
		SP:Iteration 11Q (131970.000000 sec): 3 clusters
  Score: Raw -525908.996126 + Penalty 2717.099267 = -523191.896860
  nChanged 72
		SP:Iteration 12Q (131970.080000 sec): 3 clusters
  Score: Raw -525941.784101 + Penalty 2717.099267 = -523224.684834
  nChanged 64
		SP:Iteration 13Q (131970.160000 sec): 3 clusters
  Score: Raw -525967.231318 + Penalty 2717.099267 = -523250.132051
  nChanged 63
		SP:Iteration 14Q (131970.250000 sec): 3 clusters
  Score: Raw -525995.499586 + Penalty 2717.099267 = -523278.400319
  nChanged 61
		SP:Iteration 15Q (131970.330000 sec): 3 clusters
  Score: Raw -526022.692114 + Penalty 2717.099267 = -523305.592848
  nChanged 60
		SP:Iteration 16Q (131970.410000 sec): 3 clusters
  Score: Raw -526041.189844 + Penalty 2717.099267 = -523324.090578
  nChanged 42
		SP:Iteration 17Q (131970.490000 sec): 3 clusters
  Score: Raw -526057.122386 + Penalty 2717.099267 = -523340.023119
  nChanged 53
		SP:Iteration 18Q (131970.570000 sec): 3 clusters
  Score: Raw -526076.487013 + Penalty 2717.099267 = -523359.387746
  nChanged 51
		SP:Iteration 19Q (131970.650000 sec): 3 clusters
  Score: Raw -526098.285348 + Penalty 2717.099267 = -523381.186082
  nChanged 50
		SP:Iteration 20F (131970.730000 sec): 3 clusters
  Score: Raw -526121.675581 + Penalty 2717.099267 = -523404.576314
  nChanged 67
		SP:Iteration 21Q (131970.820000 sec): 3 clusters
  Score: Raw -526147.426328 + Penalty 2717.099267 = -523430.327061
  nChanged 60
		SP:Iteration 22Q (131970.900000 sec): 3 clusters
  Score: Raw -526173.784931 + Penalty 2717.099267 = -523456.685664
  nChanged 65
		SP:Iteration 23Q (131970.980000 sec): 3 clusters
  Score: Raw -526210.025711 + Penalty 2717.099267 = -523492.926444
  nChanged 68
		SP:Iteration 24Q (131971.090000 sec): 3 clusters
  Score: Raw -526253.283255 + Penalty 2717.099267 = -523536.183989
  nChanged 72
		SP:Iteration 25Q (131971.270000 sec): 3 clusters
  Score: Raw -526290.350678 + Penalty 2717.099267 = -523573.251411
  nChanged 79
		SP:Iteration 26Q (131971.440000 sec): 3 clusters
  Score: Raw -526333.879187 + Penalty 2717.099267 = -523616.779921
  nChanged 81
		SP:Iteration 27Q (131971.620000 sec): 3 clusters
  Score: Raw -526388.994280 + Penalty 2717.099267 = -523671.895013
  nChanged 86
		SP:Iteration 28Q (131971.790000 sec): 3 clusters
  Score: Raw -526455.261318 + Penalty 2717.099267 = -523738.162051
  nChanged 79
		SP:Iteration 29Q (131971.970000 sec): 3 clusters
  Score: Raw -526511.629902 + Penalty 2717.099267 = -523794.530635
  nChanged 63
		SP:Iteration 30Q (131972.150000 sec): 3 clusters
  Score: Raw -526552.552137 + Penalty 2717.099267 = -523835.452871
  nChanged 56
		SP:Iteration 31Q (131972.320000 sec): 3 clusters
  Score: Raw -526593.550257 + Penalty 2717.099267 = -523876.450990
  nChanged 60
		SP:Iteration 32Q (131972.500000 sec): 3 clusters
  Score: Raw -526637.390247 + Penalty 2717.099267 = -523920.290980
  nChanged 51
		SP:Iteration 33Q (131972.670000 sec): 3 clusters
  Score: Raw -526674.833674 + Penalty 2717.099267 = -523957.734407
  nChanged 32
		SP:Iteration 34Q (131972.850000 sec): 3 clusters
  Score: Raw -526696.763293 + Penalty 2717.099267 = -523979.664026
  nChanged 32
		SP:Iteration 35Q (131973.030000 sec): 3 clusters
  Score: Raw -526720.109438 + Penalty 2717.099267 = -524003.010171
  nChanged 32
		SP:Iteration 36Q (131973.180000 sec): 3 clusters
  Score: Raw -526740.875265 + Penalty 2717.099267 = -524023.775998
  nChanged 25
		SP:Iteration 37Q (131973.260000 sec): 3 clusters
  Score: Raw -526757.420315 + Penalty 2717.099267 = -524040.321049
  nChanged 21
		SP:Iteration 38Q (131973.330000 sec): 3 clusters
  Score: Raw -526769.417374 + Penalty 2717.099267 = -524052.318108
  nChanged 22
		SP:Iteration 39Q (131973.410000 sec): 3 clusters
  Score: Raw -526783.456636 + Penalty 2717.099267 = -524066.357369
  nChanged 17
		SP:Iteration 40F (131973.490000 sec): 3 clusters
  Score: Raw -526798.255146 + Penalty 2717.099267 = -524081.155880
  nChanged 24
		SP:Iteration 41Q (131973.560000 sec): 3 clusters
  Score: Raw -526816.261219 + Penalty 2717.099267 = -524099.161953
  nChanged 17
		SP:Iteration 42Q (131973.640000 sec): 3 clusters
  Score: Raw -526828.396464 + Penalty 2717.099267 = -524111.297197
  nChanged 13
		SP:Iteration 43Q (131973.710000 sec): 3 clusters
  Score: Raw -526840.562120 + Penalty 2717.099267 = -524123.462853
  nChanged 12
		SP:Iteration 44Q (131973.790000 sec): 3 clusters
  Score: Raw -526849.816899 + Penalty 2717.099267 = -524132.717633
  nChanged 11
		SP:Iteration 45Q (131973.860000 sec): 3 clusters
  Score: Raw -526858.398870 + Penalty 2717.099267 = -524141.299603
  nChanged 9
		SP:Iteration 46Q (131973.940000 sec): 3 clusters
  Score: Raw -526864.822755 + Penalty 2717.099267 = -524147.723488
  nChanged 8
		SP:Iteration 47Q (131974.010000 sec): 3 clusters
  Score: Raw -526871.002454 + Penalty 2717.099267 = -524153.903187
  nChanged 7
		SP:Iteration 48Q (131974.090000 sec): 3 clusters
  Score: Raw -526874.436143 + Penalty 2717.099267 = -524157.336876
  nChanged 5
		SP:Iteration 49Q (131974.160000 sec): 3 clusters
  Score: Raw -526879.057313 + Penalty 2717.099267 = -524161.958046
  nChanged 7
		SP:Iteration 50Q (131974.240000 sec): 3 clusters
  Score: Raw -526883.254956 + Penalty 2717.099267 = -524166.155690
  nChanged 7
		SP:Iteration 51Q (131974.310000 sec): 3 clusters
  Score: Raw -526886.173140 + Penalty 2717.099267 = -524169.073873
  nChanged 4
		SP:Iteration 52Q (131974.390000 sec): 3 clusters
  Score: Raw -526887.942044 + Penalty 2717.099267 = -524170.842778
  nChanged 3
		SP:Iteration 53Q (131974.470000 sec): 3 clusters
  Score: Raw -526890.181456 + Penalty 2717.099267 = -524173.082189
  nChanged 4
		SP:Iteration 54Q (131974.540000 sec): 3 clusters
  Score: Raw -526892.666391 + Penalty 2717.099267 = -524175.567125
  nChanged 5
		SP:Iteration 55Q (131974.610000 sec): 3 clusters
  Score: Raw -526896.718879 + Penalty 2717.099267 = -524179.619612
  nChanged 6
		SP:Iteration 56Q (131974.690000 sec): 3 clusters
  Score: Raw -526903.818858 + Penalty 2717.099267 = -524186.719592
  nChanged 12
		SP:Iteration 57Q (131974.770000 sec): 3 clusters
  Score: Raw -526917.211444 + Penalty 2717.099267 = -524200.112178
  nChanged 8
		SP:Iteration 58Q (131974.840000 sec): 3 clusters
  Score: Raw -526925.884384 + Penalty 2717.099267 = -524208.785117
  nChanged 12
		SP:Iteration 59Q (131974.910000 sec): 3 clusters
  Score: Raw -526933.557503 + Penalty 2717.099267 = -524216.458236
  nChanged 10
		SP:Iteration 60F (131975.000000 sec): 3 clusters
  Score: Raw -526939.316809 + Penalty 2717.099267 = -524222.217543
  nChanged 4
		SP:Iteration 61Q (131975.070000 sec): 3 clusters
  Score: Raw -526941.843486 + Penalty 2717.099267 = -524224.744219
  nChanged 3
		SP:Iteration 62Q (131975.150000 sec): 3 clusters
  Score: Raw -526943.727574 + Penalty 2717.099267 = -524226.628308
  nChanged 2
		SP:Iteration 63Q (131975.220000 sec): 3 clusters
  Score: Raw -526944.941144 + Penalty 2717.099267 = -524227.841878
  nChanged 2
		SP:Iteration 64Q (131975.300000 sec): 3 clusters
  Score: Raw -526945.391958 + Penalty 2717.099267 = -524228.292691
  nChanged 0
		SP:Iteration 65F (131975.380000 sec): 3 clusters
  Score: Raw -526945.391958 + Penalty 2717.099267 = -524228.292691
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 26 (4296 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (131975.460000 sec): 2 clusters
  Score: Raw -485454.294472 + Penalty 1359.383941 = -484094.910531
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (131975.540000 sec): 3 clusters
  Score: Raw -483294.258393 + Penalty 2718.767882 = -480575.490512
  nChanged 1697
		SP:Iteration 1F (131975.620000 sec): 3 clusters
  Score: Raw -484272.102909 + Penalty 2718.767882 = -481553.335027
  nChanged 316
		SP:Iteration 2F (131975.700000 sec): 3 clusters
  Score: Raw -484474.511787 + Penalty 2718.767882 = -481755.743905
  nChanged 248
		SP:Iteration 3F (131975.780000 sec): 3 clusters
  Score: Raw -484626.894045 + Penalty 2718.767882 = -481908.126163
  nChanged 181
		SP:Iteration 4Q (131975.870000 sec): 3 clusters
  Score: Raw -484726.641939 + Penalty 2718.767882 = -482007.874057
  nChanged 152
		SP:Iteration 5Q (131975.950000 sec): 3 clusters
  Score: Raw -484805.964294 + Penalty 2718.767882 = -482087.196413
  nChanged 138
		SP:Iteration 6Q (131976.030000 sec): 3 clusters
  Score: Raw -484874.033026 + Penalty 2718.767882 = -482155.265144
  nChanged 119
		SP:Iteration 7Q (131976.110000 sec): 3 clusters
  Score: Raw -484943.777841 + Penalty 2718.767882 = -482225.009960
  nChanged 134
		SP:Iteration 8Q (131976.300000 sec): 3 clusters
  Score: Raw -485031.258539 + Penalty 2718.767882 = -482312.490657
  nChanged 148
		SP:Iteration 9Q (131976.470000 sec): 3 clusters
  Score: Raw -485116.649096 + Penalty 2718.767882 = -482397.881214
  nChanged 136
		SP:Iteration 10Q (131976.650000 sec): 3 clusters
  Score: Raw -485197.712249 + Penalty 2718.767882 = -482478.944367
  nChanged 135
		SP:Iteration 11Q (131976.850000 sec): 3 clusters
  Score: Raw -485326.577015 + Penalty 2718.767882 = -482607.809133
  nChanged 150
		SP:Iteration 12Q (131977.000000 sec): 3 clusters
  Score: Raw -485488.201557 + Penalty 2718.767882 = -482769.433675
  nChanged 171
		SP:Iteration 13Q (131977.180000 sec): 3 clusters
  Score: Raw -485649.925384 + Penalty 2718.767882 = -482931.157502
  nChanged 159
		SP:Iteration 14Q (131977.350000 sec): 3 clusters
  Score: Raw -485767.938017 + Penalty 2718.767882 = -483049.170135
  nChanged 122
		SP:Iteration 15Q (131977.530000 sec): 3 clusters
  Score: Raw -485844.362032 + Penalty 2718.767882 = -483125.594150
  nChanged 102
		SP:Iteration 16Q (131977.710000 sec): 3 clusters
  Score: Raw -485900.244814 + Penalty 2718.767882 = -483181.476932
  nChanged 77
		SP:Iteration 17Q (131977.880000 sec): 3 clusters
  Score: Raw -485945.352407 + Penalty 2718.767882 = -483226.584525
  nChanged 76
		SP:Iteration 18Q (131978.060000 sec): 3 clusters
  Score: Raw -485991.559851 + Penalty 2718.767882 = -483272.791969
  nChanged 84
		SP:Iteration 19Q (131978.230000 sec): 3 clusters
  Score: Raw -486048.444221 + Penalty 2718.767882 = -483329.676339
  nChanged 81
		SP:Iteration 20F (131978.390000 sec): 3 clusters
  Score: Raw -486098.269291 + Penalty 2718.767882 = -483379.501410
  nChanged 60
		SP:Iteration 21Q (131978.560000 sec): 3 clusters
  Score: Raw -486126.812691 + Penalty 2718.767882 = -483408.044809
  nChanged 46
		SP:Iteration 22Q (131978.720000 sec): 3 clusters
  Score: Raw -486150.437960 + Penalty 2718.767882 = -483431.670078
  nChanged 52
		SP:Iteration 23Q (131978.800000 sec): 3 clusters
  Score: Raw -486176.400795 + Penalty 2718.767882 = -483457.632913
  nChanged 45
		SP:Iteration 24Q (131978.890000 sec): 3 clusters
  Score: Raw -486192.985123 + Penalty 2718.767882 = -483474.217241
  nChanged 37
		SP:Iteration 25Q (131979.070000 sec): 3 clusters
  Score: Raw -486210.394205 + Penalty 2718.767882 = -483491.626323
  nChanged 43
		SP:Iteration 26Q (131979.250000 sec): 3 clusters
  Score: Raw -486232.879819 + Penalty 2718.767882 = -483514.111937
  nChanged 40
		SP:Iteration 27Q (131979.390000 sec): 3 clusters
  Score: Raw -486252.312432 + Penalty 2718.767882 = -483533.544550
  nChanged 47
		SP:Iteration 28Q (131979.470000 sec): 3 clusters
  Score: Raw -486273.084691 + Penalty 2718.767882 = -483554.316809
  nChanged 50
		SP:Iteration 29Q (131979.550000 sec): 3 clusters
  Score: Raw -486293.435098 + Penalty 2718.767882 = -483574.667216
  nChanged 43
		SP:Iteration 30Q (131979.740000 sec): 3 clusters
  Score: Raw -486317.638808 + Penalty 2718.767882 = -483598.870926
  nChanged 49
		SP:Iteration 31Q (131979.910000 sec): 3 clusters
  Score: Raw -486344.971211 + Penalty 2718.767882 = -483626.203329
  nChanged 44
		SP:Iteration 32Q (131980.090000 sec): 3 clusters
  Score: Raw -486377.014080 + Penalty 2718.767882 = -483658.246198
  nChanged 53
		SP:Iteration 33Q (131980.270000 sec): 3 clusters
  Score: Raw -486431.348988 + Penalty 2718.767882 = -483712.581107
  nChanged 49
		SP:Iteration 34Q (131980.440000 sec): 3 clusters
  Score: Raw -486465.484053 + Penalty 2718.767882 = -483746.716172
  nChanged 45
		SP:Iteration 35Q (131980.620000 sec): 3 clusters
  Score: Raw -486485.283433 + Penalty 2718.767882 = -483766.515551
  nChanged 32
		SP:Iteration 36Q (131980.790000 sec): 3 clusters
  Score: Raw -486499.831367 + Penalty 2718.767882 = -483781.063485
  nChanged 25
		SP:Iteration 37Q (131980.970000 sec): 3 clusters
  Score: Raw -486510.603079 + Penalty 2718.767882 = -483791.835197
  nChanged 18
		SP:Iteration 38Q (131981.150000 sec): 3 clusters
  Score: Raw -486519.063784 + Penalty 2718.767882 = -483800.295902
  nChanged 23
		SP:Iteration 39Q (131981.320000 sec): 3 clusters
  Score: Raw -486526.960982 + Penalty 2718.767882 = -483808.193100
  nChanged 18
		SP:Iteration 40F (131981.500000 sec): 3 clusters
  Score: Raw -486533.236304 + Penalty 2718.767882 = -483814.468422
  nChanged 17
		SP:Iteration 41Q (131981.670000 sec): 3 clusters
  Score: Raw -486539.769854 + Penalty 2718.767882 = -483821.001972
  nChanged 20
		SP:Iteration 42Q (131981.750000 sec): 3 clusters
  Score: Raw -486547.286007 + Penalty 2718.767882 = -483828.518125
  nChanged 15
		SP:Iteration 43Q (131981.830000 sec): 3 clusters
  Score: Raw -486551.512530 + Penalty 2718.767882 = -483832.744648
  nChanged 11
		SP:Iteration 44Q (131981.910000 sec): 3 clusters
  Score: Raw -486555.259511 + Penalty 2718.767882 = -483836.491629
  nChanged 11
		SP:Iteration 45Q (131981.990000 sec): 3 clusters
  Score: Raw -486559.643720 + Penalty 2718.767882 = -483840.875838
  nChanged 11
		SP:Iteration 46Q (131982.070000 sec): 3 clusters
  Score: Raw -486564.743909 + Penalty 2718.767882 = -483845.976027
  nChanged 12
		SP:Iteration 47Q (131982.160000 sec): 3 clusters
  Score: Raw -486568.991860 + Penalty 2718.767882 = -483850.223978
  nChanged 8
		SP:Iteration 48Q (131982.240000 sec): 3 clusters
  Score: Raw -486571.788051 + Penalty 2718.767882 = -483853.020170
  nChanged 7
		SP:Iteration 49Q (131982.320000 sec): 3 clusters
  Score: Raw -486574.704889 + Penalty 2718.767882 = -483855.937007
  nChanged 8
		SP:Iteration 50Q (131982.400000 sec): 3 clusters
  Score: Raw -486576.509504 + Penalty 2718.767882 = -483857.741622
  nChanged 6
		SP:Iteration 51Q (131982.480000 sec): 3 clusters
  Score: Raw -486578.833892 + Penalty 2718.767882 = -483860.066011
  nChanged 8
		SP:Iteration 52Q (131982.570000 sec): 3 clusters
  Score: Raw -486581.803423 + Penalty 2718.767882 = -483863.035541
  nChanged 9
		SP:Iteration 53Q (131982.650000 sec): 3 clusters
  Score: Raw -486585.025078 + Penalty 2718.767882 = -483866.257196
  nChanged 12
		SP:Iteration 54Q (131982.730000 sec): 3 clusters
  Score: Raw -486588.224215 + Penalty 2718.767882 = -483869.456333
  nChanged 5
		SP:Iteration 55Q (131982.810000 sec): 3 clusters
  Score: Raw -486589.728834 + Penalty 2718.767882 = -483870.960952
  nChanged 8
		SP:Iteration 56Q (131982.890000 sec): 3 clusters
  Score: Raw -486591.711175 + Penalty 2718.767882 = -483872.943293
  nChanged 5
		SP:Iteration 57Q (131982.980000 sec): 3 clusters
  Score: Raw -486592.678006 + Penalty 2718.767882 = -483873.910124
  nChanged 3
		SP:Iteration 58Q (131983.060000 sec): 3 clusters
  Score: Raw -486593.777102 + Penalty 2718.767882 = -483875.009220
  nChanged 3
		SP:Iteration 59Q (131983.180000 sec): 3 clusters
  Score: Raw -486594.640258 + Penalty 2718.767882 = -483875.872376
  nChanged 5
		SP:Iteration 60F (131983.260000 sec): 3 clusters
  Score: Raw -486595.966874 + Penalty 2718.767882 = -483877.198992
  nChanged 3
		SP:Iteration 61Q (131983.340000 sec): 3 clusters
  Score: Raw -486597.146768 + Penalty 2718.767882 = -483878.378887
  nChanged 4
		SP:Iteration 62Q (131983.430000 sec): 3 clusters
  Score: Raw -486598.095369 + Penalty 2718.767882 = -483879.327487
  nChanged 2
		SP:Iteration 63Q (131983.510000 sec): 3 clusters
  Score: Raw -486598.516426 + Penalty 2718.767882 = -483879.748544
  nChanged 2
		SP:Iteration 64Q (131983.590000 sec): 3 clusters
  Score: Raw -486598.757131 + Penalty 2718.767882 = -483879.989249
  nChanged 0
		SP:Iteration 65F (131983.670000 sec): 3 clusters
  Score: Raw -486598.757131 + Penalty 2718.767882 = -483879.989249
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 27 (1241 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (131983.730000 sec): 2 clusters
  Score: Raw -146876.452452 + Penalty 1157.596828 = -145718.855624
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (131983.760000 sec): 3 clusters
  Score: Raw -146421.939623 + Penalty 2315.193655 = -144106.745967
  nChanged 433
		SP:Iteration 1F (131983.790000 sec): 3 clusters
  Score: Raw -146777.672656 + Penalty 2315.193655 = -144462.479001
  nChanged 110
		SP:Iteration 2F (131983.820000 sec): 3 clusters
  Score: Raw -146881.056394 + Penalty 2315.193655 = -144565.862739
  nChanged 62
		SP:Iteration 3Q (131983.860000 sec): 3 clusters
  Score: Raw -146957.922189 + Penalty 2315.193655 = -144642.728534
  nChanged 48
		SP:Iteration 4Q (131983.880000 sec): 3 clusters
  Score: Raw -147017.657210 + Penalty 2315.193655 = -144702.463555
  nChanged 46
		SP:Iteration 5Q (131983.920000 sec): 3 clusters
  Score: Raw -147070.094140 + Penalty 2315.193655 = -144754.900485
  nChanged 29
		SP:Iteration 6Q (131983.950000 sec): 3 clusters
  Score: Raw -147115.469733 + Penalty 2315.193655 = -144800.276078
  nChanged 27
		SP:Iteration 7Q (131983.980000 sec): 3 clusters
  Score: Raw -147161.305666 + Penalty 2315.193655 = -144846.112010
  nChanged 33
		SP:Iteration 8Q (131984.010000 sec): 3 clusters
  Score: Raw -147205.006403 + Penalty 2315.193655 = -144889.812748
  nChanged 26
		SP:Iteration 9Q (131984.040000 sec): 3 clusters
  Score: Raw -147232.953431 + Penalty 2315.193655 = -144917.759776
  nChanged 19
		SP:Iteration 10Q (131984.080000 sec): 3 clusters
  Score: Raw -147248.652090 + Penalty 2315.193655 = -144933.458435
  nChanged 15
		SP:Iteration 11Q (131984.100000 sec): 3 clusters
  Score: Raw -147262.027395 + Penalty 2315.193655 = -144946.833740
  nChanged 14
		SP:Iteration 12Q (131984.140000 sec): 3 clusters
  Score: Raw -147276.344654 + Penalty 2315.193655 = -144961.150999
  nChanged 8
		SP:Iteration 13Q (131984.170000 sec): 3 clusters
  Score: Raw -147282.221557 + Penalty 2315.193655 = -144967.027901
  nChanged 8
		SP:Iteration 14Q (131984.200000 sec): 3 clusters
  Score: Raw -147288.023057 + Penalty 2315.193655 = -144972.829402
  nChanged 12
		SP:Iteration 15Q (131984.230000 sec): 3 clusters
  Score: Raw -147294.363258 + Penalty 2315.193655 = -144979.169603
  nChanged 12
		SP:Iteration 16Q (131984.260000 sec): 3 clusters
  Score: Raw -147303.148511 + Penalty 2315.193655 = -144987.954856
  nChanged 12
		SP:Iteration 17Q (131984.290000 sec): 3 clusters
  Score: Raw -147319.061597 + Penalty 2315.193655 = -145003.867942
  nChanged 7
		SP:Iteration 18Q (131984.320000 sec): 3 clusters
  Score: Raw -147323.806276 + Penalty 2315.193655 = -145008.612621
  nChanged 6
		SP:Iteration 19Q (131984.360000 sec): 3 clusters
  Score: Raw -147327.482837 + Penalty 2315.193655 = -145012.289182
  nChanged 5
		SP:Iteration 20F (131984.390000 sec): 3 clusters
  Score: Raw -147331.591669 + Penalty 2315.193655 = -145016.398014
  nChanged 7
		SP:Iteration 21Q (131984.420000 sec): 3 clusters
  Score: Raw -147336.650853 + Penalty 2315.193655 = -145021.457198
  nChanged 6
		SP:Iteration 22Q (131984.450000 sec): 3 clusters
  Score: Raw -147340.886425 + Penalty 2315.193655 = -145025.692770
  nChanged 6
		SP:Iteration 23Q (131984.480000 sec): 3 clusters
  Score: Raw -147348.526124 + Penalty 2315.193655 = -145033.332469
  nChanged 13
		SP:Iteration 24Q (131984.630000 sec): 3 clusters
  Score: Raw -147360.473825 + Penalty 2315.193655 = -145045.280170
  nChanged 9
		SP:Iteration 25Q (131984.800000 sec): 3 clusters
  Score: Raw -147369.245273 + Penalty 2315.193655 = -145054.051618
  nChanged 7
		SP:Iteration 26Q (131984.980000 sec): 3 clusters
  Score: Raw -147373.051098 + Penalty 2315.193655 = -145057.857443
  nChanged 8
		SP:Iteration 27Q (131985.000000 sec): 3 clusters
  Score: Raw -147378.741088 + Penalty 2315.193655 = -145063.547433
  nChanged 6
		SP:Iteration 28Q (131985.030000 sec): 3 clusters
  Score: Raw -147383.426490 + Penalty 2315.193655 = -145068.232835
  nChanged 6
		SP:Iteration 29Q (131985.060000 sec): 3 clusters
  Score: Raw -147390.778384 + Penalty 2315.193655 = -145075.584729
  nChanged 3
		SP:Iteration 30Q (131985.090000 sec): 3 clusters
  Score: Raw -147396.329827 + Penalty 2315.193655 = -145081.136171
  nChanged 5
		SP:Iteration 31Q (131985.120000 sec): 3 clusters
  Score: Raw -147402.359333 + Penalty 2315.193655 = -145087.165678
  nChanged 4
		SP:Iteration 32Q (131985.150000 sec): 3 clusters
  Score: Raw -147405.060993 + Penalty 2315.193655 = -145089.867337
  nChanged 3
		SP:Iteration 33Q (131985.180000 sec): 3 clusters
  Score: Raw -147407.771789 + Penalty 2315.193655 = -145092.578134
  nChanged 2
		SP:Iteration 34Q (131985.220000 sec): 3 clusters
  Score: Raw -147408.673564 + Penalty 2315.193655 = -145093.479908
  nChanged 1
		SP:Iteration 35Q (131985.240000 sec): 3 clusters
  Score: Raw -147409.060075 + Penalty 2315.193655 = -145093.866420
  nChanged 1
		SP:Iteration 36Q (131985.280000 sec): 3 clusters
  Score: Raw -147409.684944 + Penalty 2315.193655 = -145094.491289
  nChanged 0
		SP:Iteration 37F (131985.310000 sec): 3 clusters
  Score: Raw -147409.684944 + Penalty 2315.193655 = -145094.491289
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 28 (533 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (131985.350000 sec): 2 clusters
  Score: Raw -65486.769550 + Penalty 1020.259731 = -64466.509819
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (131985.360000 sec): 3 clusters
  Score: Raw -65382.731931 + Penalty 2040.519463 = -63342.212468
  nChanged 129
		SP:Iteration 1F (131985.380000 sec): 3 clusters
  Score: Raw -65579.866751 + Penalty 2040.519463 = -63539.347288
  nChanged 32
		SP:Iteration 2F (131985.390000 sec): 3 clusters
  Score: Raw -65667.718543 + Penalty 2040.519463 = -63627.199080
  nChanged 17
		SP:Iteration 3Q (131985.410000 sec): 3 clusters
  Score: Raw -65722.753331 + Penalty 2040.519463 = -63682.233868
  nChanged 16
		SP:Iteration 4Q (131985.420000 sec): 3 clusters
  Score: Raw -65783.479841 + Penalty 2040.519463 = -63742.960378
  nChanged 21
		SP:Iteration 5Q (131985.440000 sec): 3 clusters
  Score: Raw -65845.532238 + Penalty 2040.519463 = -63805.012776
  nChanged 10
		SP:Iteration 6Q (131985.460000 sec): 3 clusters
  Score: Raw -65860.415833 + Penalty 2040.519463 = -63819.896370
  nChanged 5
		SP:Iteration 7Q (131985.470000 sec): 3 clusters
  Score: Raw -65872.255161 + Penalty 2040.519463 = -63831.735698
  nChanged 5
		SP:Iteration 8Q (131985.490000 sec): 3 clusters
  Score: Raw -65879.746626 + Penalty 2040.519463 = -63839.227163
  nChanged 5
		SP:Iteration 9Q (131985.500000 sec): 3 clusters
  Score: Raw -65883.768194 + Penalty 2040.519463 = -63843.248731
  nChanged 5
		SP:Iteration 10Q (131985.520000 sec): 3 clusters
  Score: Raw -65889.248413 + Penalty 2040.519463 = -63848.728950
  nChanged 5
		SP:Iteration 11Q (131985.530000 sec): 3 clusters
  Score: Raw -65897.882059 + Penalty 2040.519463 = -63857.362596
  nChanged 4
		SP:Iteration 12Q (131985.550000 sec): 3 clusters
  Score: Raw -65903.189958 + Penalty 2040.519463 = -63862.670495
  nChanged 6
		SP:Iteration 13Q (131985.560000 sec): 3 clusters
  Score: Raw -65911.373319 + Penalty 2040.519463 = -63870.853856
  nChanged 6
		SP:Iteration 14Q (131985.580000 sec): 3 clusters
  Score: Raw -65923.164063 + Penalty 2040.519463 = -63882.644601
  nChanged 6
		SP:Iteration 15Q (131985.600000 sec): 3 clusters
  Score: Raw -65931.533912 + Penalty 2040.519463 = -63891.014449
  nChanged 5
		SP:Iteration 16Q (131985.610000 sec): 3 clusters
  Score: Raw -65940.015521 + Penalty 2040.519463 = -63899.496059
  nChanged 5
		SP:Iteration 17Q (131985.630000 sec): 3 clusters
  Score: Raw -65948.979466 + Penalty 2040.519463 = -63908.460003
  nChanged 2
		SP:Iteration 18Q (131985.640000 sec): 3 clusters
  Score: Raw -65952.765897 + Penalty 2040.519463 = -63912.246434
  nChanged 4
		SP:Iteration 19Q (131985.660000 sec): 3 clusters
  Score: Raw -65965.431871 + Penalty 2040.519463 = -63924.912408
  nChanged 2
		SP:Iteration 20F (131985.670000 sec): 3 clusters
  Score: Raw -65967.583636 + Penalty 2040.519463 = -63927.064173
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 29 (245 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (131985.700000 sec): 2 clusters
  Score: Raw -26531.062873 + Penalty 893.954459 = -25637.108414
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (131985.710000 sec): 3 clusters
  Score: Raw -26613.033398 + Penalty 1787.908918 = -24825.124479
  nChanged 40
		SP:Iteration 1F (131985.720000 sec): 3 clusters
  Score: Raw -26741.049877 + Penalty 1787.908918 = -24953.140958
  nChanged 17
		SP:Iteration 2F (131985.730000 sec): 3 clusters
  Score: Raw -26829.739155 + Penalty 1787.908918 = -25041.830237
  nChanged 9
		SP:Iteration 3Q (131985.740000 sec): 3 clusters
  Score: Raw -26870.527983 + Penalty 1787.908918 = -25082.619064
  nChanged 7
		SP:Iteration 4Q (131985.740000 sec): 3 clusters
  Score: Raw -26895.828310 + Penalty 1787.908918 = -25107.919391
  nChanged 1
		SP:Iteration 5Q (131985.750000 sec): 3 clusters
  Score: Raw -26899.540772 + Penalty 1787.908918 = -25111.631854
  nChanged 2
		SP:Iteration 6Q (131985.760000 sec): 3 clusters
  Score: Raw -26903.107194 + Penalty 1787.908918 = -25115.198276
  nChanged 1
		SP:Iteration 7Q (131985.760000 sec): 3 clusters
  Score: Raw -26914.630236 + Penalty 1787.908918 = -25126.721318
  nChanged 2
		SP:Iteration 8Q (131985.770000 sec): 3 clusters
  Score: Raw -26931.028219 + Penalty 1787.908918 = -25143.119300
  nChanged 3
		SP:Iteration 9Q (131985.780000 sec): 3 clusters
  Score: Raw -26941.353256 + Penalty 1787.908918 = -25153.444337
  nChanged 1
		SP:Iteration 10Q (131985.790000 sec): 3 clusters
  Score: Raw -26943.763038 + Penalty 1787.908918 = -25155.854120
  nChanged 0
		SP:Iteration 11F (131985.800000 sec): 3 clusters
  Score: Raw -26943.763038 + Penalty 1787.908918 = -25155.854120
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 30 (3360 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (131985.900000 sec): 2 clusters
  Score: Raw -394391.512508 + Penalty 1319.450641 = -393072.061867
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (131986.070000 sec): 3 clusters
  Score: Raw -392801.093229 + Penalty 2638.901282 = -390162.191947
  nChanged 1272
		SP:Iteration 1F (131986.250000 sec): 3 clusters
  Score: Raw -393515.023683 + Penalty 2638.901282 = -390876.122400
  nChanged 246
		SP:Iteration 2F (131986.420000 sec): 3 clusters
  Score: Raw -393651.564117 + Penalty 2638.901282 = -391012.662835
  nChanged 155
		SP:Iteration 3Q (131986.600000 sec): 3 clusters
  Score: Raw -393735.642265 + Penalty 2638.901282 = -391096.740983
  nChanged 118
		SP:Iteration 4Q (131986.780000 sec): 3 clusters
  Score: Raw -393794.653672 + Penalty 2638.901282 = -391155.752390
  nChanged 94
		SP:Iteration 5Q (131986.920000 sec): 3 clusters
  Score: Raw -393845.815310 + Penalty 2638.901282 = -391206.914028
  nChanged 83
		SP:Iteration 6Q (131986.990000 sec): 3 clusters
  Score: Raw -393901.053746 + Penalty 2638.901282 = -391262.152464
  nChanged 91
		SP:Iteration 7Q (131987.060000 sec): 3 clusters
  Score: Raw -393973.313186 + Penalty 2638.901282 = -391334.411904
  nChanged 122
		SP:Iteration 8Q (131987.120000 sec): 3 clusters
  Score: Raw -394073.027531 + Penalty 2638.901282 = -391434.126249
  nChanged 135
		SP:Iteration 9Q (131987.180000 sec): 3 clusters
  Score: Raw -394197.817464 + Penalty 2638.901282 = -391558.916182
  nChanged 169
		SP:Iteration 10F (131987.250000 sec): 3 clusters
  Score: Raw -394333.128203 + Penalty 2638.901282 = -391694.226920
  nChanged 147
		SP:Iteration 11Q (131987.310000 sec): 3 clusters
  Score: Raw -394460.705237 + Penalty 2638.901282 = -391821.803955
  nChanged 134
		SP:Iteration 12Q (131987.380000 sec): 3 clusters
  Score: Raw -394603.854795 + Penalty 2638.901282 = -391964.953513
  nChanged 143
		SP:Iteration 13Q (131987.440000 sec): 3 clusters
  Score: Raw -394789.888213 + Penalty 2638.901282 = -392150.986931
  nChanged 135
		SP:Iteration 14Q (131987.500000 sec): 3 clusters
  Score: Raw -394996.690605 + Penalty 2638.901282 = -392357.789323
  nChanged 132
		SP:Iteration 15Q (131987.560000 sec): 3 clusters
  Score: Raw -395217.777003 + Penalty 2638.901282 = -392578.875721
  nChanged 118
		SP:Iteration 16Q (131987.620000 sec): 3 clusters
  Score: Raw -395438.668108 + Penalty 2638.901282 = -392799.766826
  nChanged 82
		SP:Iteration 17Q (131987.680000 sec): 3 clusters
  Score: Raw -395552.032428 + Penalty 2638.901282 = -392913.131146
  nChanged 60
		SP:Iteration 18Q (131987.740000 sec): 3 clusters
  Score: Raw -395608.372419 + Penalty 2638.901282 = -392969.471136
  nChanged 31
		SP:Iteration 19Q (131987.800000 sec): 3 clusters
  Score: Raw -395634.253178 + Penalty 2638.901282 = -392995.351896
  nChanged 15
		SP:Iteration 20F (131987.910000 sec): 3 clusters
  Score: Raw -395646.367542 + Penalty 2638.901282 = -393007.466260
  nChanged 12
		SP:Iteration 21Q (131987.970000 sec): 3 clusters
  Score: Raw -395652.541533 + Penalty 2638.901282 = -393013.640251
  nChanged 11
		SP:Iteration 22Q (131988.030000 sec): 3 clusters
  Score: Raw -395658.494016 + Penalty 2638.901282 = -393019.592734
  nChanged 10
		SP:Iteration 23Q (131988.080000 sec): 3 clusters
  Score: Raw -395665.091176 + Penalty 2638.901282 = -393026.189893
  nChanged 12
		SP:Iteration 24Q (131988.140000 sec): 3 clusters
  Score: Raw -395669.346081 + Penalty 2638.901282 = -393030.444799
  nChanged 4
		SP:Iteration 25Q (131988.200000 sec): 3 clusters
  Score: Raw -395671.414494 + Penalty 2638.901282 = -393032.513212
  nChanged 4
		SP:Iteration 26Q (131988.260000 sec): 3 clusters
  Score: Raw -395672.759525 + Penalty 2638.901282 = -393033.858243
  nChanged 6
		SP:Iteration 27Q (131988.320000 sec): 3 clusters
  Score: Raw -395675.313102 + Penalty 2638.901282 = -393036.411820
  nChanged 4
		SP:Iteration 28Q (131988.370000 sec): 3 clusters
  Score: Raw -395676.523175 + Penalty 2638.901282 = -393037.621892
  nChanged 2
		SP:Iteration 29Q (131988.430000 sec): 3 clusters
  Score: Raw -395676.935419 + Penalty 2638.901282 = -393038.034137
  nChanged 0
		SP:Iteration 30F (131988.490000 sec): 3 clusters
  Score: Raw -395676.935419 + Penalty 2638.901282 = -393038.034137
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 31 (4224 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (131988.560000 sec): 2 clusters
  Score: Raw -569583.023622 + Penalty 1356.637397 = -568226.386225
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (131988.650000 sec): 3 clusters
  Score: Raw -567426.807823 + Penalty 2713.274793 = -564713.533030
  nChanged 1658
		SP:Iteration 1F (131988.730000 sec): 3 clusters
  Score: Raw -568314.095149 + Penalty 2713.274793 = -565600.820356
  nChanged 355
		SP:Iteration 2F (131988.820000 sec): 3 clusters
  Score: Raw -568545.138319 + Penalty 2713.274793 = -565831.863526
  nChanged 287
		SP:Iteration 3F (131988.900000 sec): 3 clusters
  Score: Raw -568731.070309 + Penalty 2713.274793 = -566017.795516
  nChanged 203
		SP:Iteration 4Q (131988.980000 sec): 3 clusters
  Score: Raw -568860.311053 + Penalty 2713.274793 = -566147.036260
  nChanged 186
		SP:Iteration 5Q (131989.060000 sec): 3 clusters
  Score: Raw -568987.455465 + Penalty 2713.274793 = -566274.180672
  nChanged 172
		SP:Iteration 6Q (131989.140000 sec): 3 clusters
  Score: Raw -569101.918011 + Penalty 2713.274793 = -566388.643218
  nChanged 152
		SP:Iteration 7Q (131989.220000 sec): 3 clusters
  Score: Raw -569210.356522 + Penalty 2713.274793 = -566497.081729
  nChanged 160
		SP:Iteration 8Q (131989.390000 sec): 3 clusters
  Score: Raw -569315.748319 + Penalty 2713.274793 = -566602.473526
  nChanged 120
		SP:Iteration 9Q (131989.560000 sec): 3 clusters
  Score: Raw -569384.717826 + Penalty 2713.274793 = -566671.443033
  nChanged 118
		SP:Iteration 10Q (131989.740000 sec): 3 clusters
  Score: Raw -569463.546392 + Penalty 2713.274793 = -566750.271599
  nChanged 105
		SP:Iteration 11Q (131989.920000 sec): 3 clusters
  Score: Raw -569523.622792 + Penalty 2713.274793 = -566810.347999
  nChanged 97
		SP:Iteration 12Q (131990.090000 sec): 3 clusters
  Score: Raw -569581.679444 + Penalty 2713.274793 = -566868.404651
  nChanged 100
		SP:Iteration 13Q (131990.270000 sec): 3 clusters
  Score: Raw -569649.228634 + Penalty 2713.274793 = -566935.953841
  nChanged 101
		SP:Iteration 14Q (131990.440000 sec): 3 clusters
  Score: Raw -569718.406223 + Penalty 2713.274793 = -567005.131430
  nChanged 95
		SP:Iteration 15Q (131990.620000 sec): 3 clusters
  Score: Raw -569783.493932 + Penalty 2713.274793 = -567070.219139
  nChanged 94
		SP:Iteration 16Q (131990.800000 sec): 3 clusters
  Score: Raw -569845.745752 + Penalty 2713.274793 = -567132.470959
  nChanged 99
		SP:Iteration 17Q (131990.970000 sec): 3 clusters
  Score: Raw -569906.557732 + Penalty 2713.274793 = -567193.282939
  nChanged 84
		SP:Iteration 18Q (131991.140000 sec): 3 clusters
  Score: Raw -569955.387914 + Penalty 2713.274793 = -567242.113121
  nChanged 83
		SP:Iteration 19Q (131991.320000 sec): 3 clusters
  Score: Raw -570007.685924 + Penalty 2713.274793 = -567294.411130
  nChanged 82
		SP:Iteration 20F (131991.500000 sec): 3 clusters
  Score: Raw -570058.094478 + Penalty 2713.274793 = -567344.819684
  nChanged 85
		SP:Iteration 21Q (131991.670000 sec): 3 clusters
  Score: Raw -570113.995665 + Penalty 2713.274793 = -567400.720871
  nChanged 84
		SP:Iteration 22Q (131991.850000 sec): 3 clusters
  Score: Raw -570171.912233 + Penalty 2713.274793 = -567458.637439
  nChanged 72
		SP:Iteration 23Q (131992.020000 sec): 3 clusters
  Score: Raw -570225.612648 + Penalty 2713.274793 = -567512.337855
  nChanged 65
		SP:Iteration 24Q (131992.200000 sec): 3 clusters
  Score: Raw -570288.927540 + Penalty 2713.274793 = -567575.652747
  nChanged 68
		SP:Iteration 25Q (131992.380000 sec): 3 clusters
  Score: Raw -570341.752015 + Penalty 2713.274793 = -567628.477222
  nChanged 45
		SP:Iteration 26Q (131992.550000 sec): 3 clusters
  Score: Raw -570374.826853 + Penalty 2713.274793 = -567661.552060
  nChanged 30
		SP:Iteration 27Q (131992.730000 sec): 3 clusters
  Score: Raw -570392.575730 + Penalty 2713.274793 = -567679.300936
  nChanged 21
		SP:Iteration 28Q (131992.900000 sec): 3 clusters
  Score: Raw -570402.626640 + Penalty 2713.274793 = -567689.351847
  nChanged 12
		SP:Iteration 29Q (131993.080000 sec): 3 clusters
  Score: Raw -570408.536954 + Penalty 2713.274793 = -567695.262161
  nChanged 12
		SP:Iteration 30Q (131993.260000 sec): 3 clusters
  Score: Raw -570415.189163 + Penalty 2713.274793 = -567701.914370
  nChanged 14
		SP:Iteration 31Q (131993.430000 sec): 3 clusters
  Score: Raw -570423.989926 + Penalty 2713.274793 = -567710.715133
  nChanged 10
		SP:Iteration 32Q (131993.610000 sec): 3 clusters
  Score: Raw -570430.826095 + Penalty 2713.274793 = -567717.551302
  nChanged 10
		SP:Iteration 33Q (131993.830000 sec): 3 clusters
  Score: Raw -570439.255892 + Penalty 2713.274793 = -567725.981098
  nChanged 10
		SP:Iteration 34Q (131993.960000 sec): 3 clusters
  Score: Raw -570443.450092 + Penalty 2713.274793 = -567730.175298
  nChanged 5
		SP:Iteration 35Q (131994.120000 sec): 3 clusters
  Score: Raw -570445.872091 + Penalty 2713.274793 = -567732.597298
  nChanged 1
		SP:Iteration 36Q (131994.280000 sec): 3 clusters
  Score: Raw -570446.769676 + Penalty 2713.274793 = -567733.494882
  nChanged 2
		SP:Iteration 37Q (131994.440000 sec): 3 clusters
  Score: Raw -570447.908061 + Penalty 2713.274793 = -567734.633268
  nChanged 2
		SP:Iteration 38Q (131994.600000 sec): 3 clusters
  Score: Raw -570448.514762 + Penalty 2713.274793 = -567735.239969
  nChanged 1
		SP:Iteration 39Q (131994.760000 sec): 3 clusters
  Score: Raw -570448.882639 + Penalty 2713.274793 = -567735.607846
  nChanged 2
		SP:Iteration 40F (131994.920000 sec): 3 clusters
  Score: Raw -570450.673329 + Penalty 2713.274793 = -567737.398535
  nChanged 3
		SP:Iteration 41Q (131995.080000 sec): 3 clusters
  Score: Raw -570452.133813 + Penalty 2713.274793 = -567738.859020
  nChanged 2
		SP:Iteration 42Q (131995.240000 sec): 3 clusters
  Score: Raw -570452.750409 + Penalty 2713.274793 = -567739.475615
  nChanged 1
		SP:Iteration 43Q (131995.420000 sec): 3 clusters
  Score: Raw -570453.477715 + Penalty 2713.274793 = -567740.202921
  nChanged 1
		SP:Iteration 44Q (131995.600000 sec): 3 clusters
  Score: Raw -570453.610374 + Penalty 2713.274793 = -567740.335580
  nChanged 0
		SP:Iteration 45F (131995.770000 sec): 3 clusters
  Score: Raw -570453.610374 + Penalty 2713.274793 = -567740.335580
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 32 (207 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (131995.860000 sec): 2 clusters
  Score: Raw -23333.627279 + Penalty 866.566804 = -22467.060475
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (131996.030000 sec): 3 clusters
  Score: Raw -23434.263771 + Penalty 1733.133608 = -21701.130163
  nChanged 19
		SP:Iteration 1F (131996.210000 sec): 3 clusters
  Score: Raw -23494.650356 + Penalty 1733.133608 = -21761.516748
  nChanged 2
		SP:Iteration 2Q (131996.380000 sec): 3 clusters
  Score: Raw -23508.151821 + Penalty 1733.133608 = -21775.018213
  nChanged 0
		SP:Iteration 3F (131996.560000 sec): 3 clusters
  Score: Raw -23508.151821 + Penalty 1733.133608 = -21775.018213
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 33 (330 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (131996.650000 sec): 2 clusters
  Score: Raw -30235.364096 + Penalty 942.352556 = -29293.011540
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (131996.820000 sec): 3 clusters
  Score: Raw -30289.525051 + Penalty 1884.705113 = -28404.819939
  nChanged 78
		SP:Iteration 1F (131997.000000 sec): 3 clusters
  Score: Raw -30512.277009 + Penalty 1884.705113 = -28627.571897
  nChanged 23
		SP:Iteration 2F (131997.180000 sec): 3 clusters
  Score: Raw -30616.958579 + Penalty 1884.705113 = -28732.253466
  nChanged 23
		SP:Iteration 3F (131997.350000 sec): 3 clusters
  Score: Raw -30746.517193 + Penalty 1884.705113 = -28861.812080
  nChanged 16
		SP:Iteration 4Q (131997.530000 sec): 3 clusters
  Score: Raw -30912.765499 + Penalty 1884.705113 = -29028.060386
  nChanged 16
		SP:Iteration 5Q (131997.700000 sec): 3 clusters
  Score: Raw -31009.694448 + Penalty 1884.705113 = -29124.989336
  nChanged 8
		SP:Iteration 6Q (131997.880000 sec): 3 clusters
  Score: Raw -31053.361392 + Penalty 1884.705113 = -29168.656279
  nChanged 8
		SP:Iteration 7Q (131998.060000 sec): 3 clusters
  Score: Raw -31103.000022 + Penalty 1884.705113 = -29218.294909
  nChanged 6
		SP:Iteration 8Q (131998.230000 sec): 3 clusters
  Score: Raw -31131.680274 + Penalty 1884.705113 = -29246.975161
  nChanged 2
		SP:Iteration 9Q (131998.390000 sec): 3 clusters
  Score: Raw -31143.569205 + Penalty 1884.705113 = -29258.864092
  nChanged 1
		SP:Iteration 10Q (131998.550000 sec): 3 clusters
  Score: Raw -31145.392052 + Penalty 1884.705113 = -29260.686939
  nChanged 0
		SP:Iteration 11F (131998.710000 sec): 3 clusters
  Score: Raw -31145.392052 + Penalty 1884.705113 = -29260.686939
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 34 (15023 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (131998.880000 sec): 2 clusters
  Score: Raw -1813033.718579 + Penalty 1562.817366 = -1811470.901213
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (131999.170000 sec): 3 clusters
  Score: Raw -1804184.366002 + Penalty 3125.634733 = -1801058.731269
  nChanged 6654
		SP:Iteration 1F (131999.440000 sec): 3 clusters
  Score: Raw -1807886.804344 + Penalty 3125.634733 = -1804761.169611
  nChanged 849
		SP:Iteration 2F (131999.720000 sec): 3 clusters
  Score: Raw -1808220.116378 + Penalty 3125.634733 = -1805094.481645
  nChanged 738
		SP:Iteration 3Q (131999.990000 sec): 3 clusters
  Score: Raw -1808490.196786 + Penalty 3125.634733 = -1805364.562054
  nChanged 625
		SP:Iteration 4Q (132000.260000 sec): 3 clusters
  Score: Raw -1808712.696426 + Penalty 3125.634733 = -1805587.061693
  nChanged 558
		SP:Iteration 5Q (132000.530000 sec): 3 clusters
  Score: Raw -1808919.505837 + Penalty 3125.634733 = -1805793.871104
  nChanged 528
		SP:Iteration 6Q (132000.800000 sec): 3 clusters
  Score: Raw -1809109.726773 + Penalty 3125.634733 = -1805984.092040
  nChanged 508
		SP:Iteration 7Q (132001.070000 sec): 3 clusters
  Score: Raw -1809296.673261 + Penalty 3125.634733 = -1806171.038528
  nChanged 491
		SP:Iteration 8Q (132001.340000 sec): 3 clusters
  Score: Raw -1809480.319082 + Penalty 3125.634733 = -1806354.684349
  nChanged 479
		SP:Iteration 9Q (132001.620000 sec): 3 clusters
  Score: Raw -1809678.579053 + Penalty 3125.634733 = -1806552.944320
  nChanged 487
		SP:Iteration 10Q (132001.890000 sec): 3 clusters
  Score: Raw -1809884.580938 + Penalty 3125.634733 = -1806758.946206
  nChanged 486
		SP:Iteration 11Q (132002.170000 sec): 3 clusters
  Score: Raw -1810128.761389 + Penalty 3125.634733 = -1807003.126656
  nChanged 537
		SP:Iteration 12Q (132002.440000 sec): 3 clusters
  Score: Raw -1810418.036010 + Penalty 3125.634733 = -1807292.401277
  nChanged 555
		SP:Iteration 13Q (132002.720000 sec): 3 clusters
  Score: Raw -1810729.986995 + Penalty 3125.634733 = -1807604.352262
  nChanged 533
		SP:Iteration 14Q (132002.990000 sec): 3 clusters
  Score: Raw -1811013.898322 + Penalty 3125.634733 = -1807888.263590
  nChanged 462
		SP:Iteration 15Q (132003.260000 sec): 3 clusters
  Score: Raw -1811211.096512 + Penalty 3125.634733 = -1808085.461779
  nChanged 335
		SP:Iteration 16Q (132003.540000 sec): 3 clusters
  Score: Raw -1811339.221711 + Penalty 3125.634733 = -1808213.586979
  nChanged 275
		SP:Iteration 17Q (132003.810000 sec): 3 clusters
  Score: Raw -1811435.074187 + Penalty 3125.634733 = -1808309.439454
  nChanged 196
		SP:Iteration 18Q (132004.080000 sec): 3 clusters
  Score: Raw -1811487.826618 + Penalty 3125.634733 = -1808362.191885
  nChanged 166
		SP:Iteration 19Q (132004.360000 sec): 3 clusters
  Score: Raw -1811530.457172 + Penalty 3125.634733 = -1808404.822439
  nChanged 147
		SP:Iteration 20F (132004.630000 sec): 3 clusters
  Score: Raw -1811568.686124 + Penalty 3125.634733 = -1808443.051391
  nChanged 141
		SP:Iteration 21Q (132004.900000 sec): 3 clusters
  Score: Raw -1811607.606725 + Penalty 3125.634733 = -1808481.971992
  nChanged 140
		SP:Iteration 22Q (132005.180000 sec): 3 clusters
  Score: Raw -1811642.611357 + Penalty 3125.634733 = -1808516.976624
  nChanged 126
		SP:Iteration 23Q (132005.450000 sec): 3 clusters
  Score: Raw -1811674.022057 + Penalty 3125.634733 = -1808548.387325
  nChanged 118
		SP:Iteration 24Q (132005.730000 sec): 3 clusters
  Score: Raw -1811704.193211 + Penalty 3125.634733 = -1808578.558478
  nChanged 109
		SP:Iteration 25Q (132006.000000 sec): 3 clusters
  Score: Raw -1811730.768544 + Penalty 3125.634733 = -1808605.133812
  nChanged 103
		SP:Iteration 26Q (132006.280000 sec): 3 clusters
  Score: Raw -1811753.641786 + Penalty 3125.634733 = -1808628.007053
  nChanged 106
		SP:Iteration 27Q (132006.550000 sec): 3 clusters
  Score: Raw -1811774.764375 + Penalty 3125.634733 = -1808649.129642
  nChanged 86
		SP:Iteration 28Q (132006.820000 sec): 3 clusters
  Score: Raw -1811793.894262 + Penalty 3125.634733 = -1808668.259529
  nChanged 96
		SP:Iteration 29Q (132007.100000 sec): 3 clusters
  Score: Raw -1811815.481366 + Penalty 3125.634733 = -1808689.846634
  nChanged 101
		SP:Iteration 30Q (132007.320000 sec): 3 clusters
  Score: Raw -1811838.218935 + Penalty 3125.634733 = -1808712.584203
  nChanged 103
		SP:Iteration 31Q (132007.620000 sec): 3 clusters
  Score: Raw -1811860.029404 + Penalty 3125.634733 = -1808734.394671
  nChanged 91
		SP:Iteration 32Q (132007.890000 sec): 3 clusters
  Score: Raw -1811880.881849 + Penalty 3125.634733 = -1808755.247117
  nChanged 91
		SP:Iteration 33Q (132008.160000 sec): 3 clusters
  Score: Raw -1811900.563962 + Penalty 3125.634733 = -1808774.929229
  nChanged 90
		SP:Iteration 34Q (132008.440000 sec): 3 clusters
  Score: Raw -1811920.377432 + Penalty 3125.634733 = -1808794.742699
  nChanged 90
		SP:Iteration 35Q (132008.710000 sec): 3 clusters
  Score: Raw -1811937.912293 + Penalty 3125.634733 = -1808812.277560
  nChanged 85
		SP:Iteration 36Q (132008.980000 sec): 3 clusters
  Score: Raw -1811954.683867 + Penalty 3125.634733 = -1808829.049135
  nChanged 89
		SP:Iteration 37Q (132009.260000 sec): 3 clusters
  Score: Raw -1811973.589750 + Penalty 3125.634733 = -1808847.955017
  nChanged 77
		SP:Iteration 38Q (132009.530000 sec): 3 clusters
  Score: Raw -1811992.145170 + Penalty 3125.634733 = -1808866.510437
  nChanged 98
		SP:Iteration 39Q (132009.840000 sec): 3 clusters
  Score: Raw -1812016.999398 + Penalty 3125.634733 = -1808891.364666
  nChanged 113
		SP:Iteration 40F (132010.070000 sec): 3 clusters
  Score: Raw -1812041.637658 + Penalty 3125.634733 = -1808916.002926
  nChanged 97
		SP:Iteration 41Q (132010.300000 sec): 3 clusters
  Score: Raw -1812060.716362 + Penalty 3125.634733 = -1808935.081630
  nChanged 102
		SP:Iteration 42Q (132010.540000 sec): 3 clusters
  Score: Raw -1812085.827875 + Penalty 3125.634733 = -1808960.193142
  nChanged 98
		SP:Iteration 43Q (132010.800000 sec): 3 clusters
  Score: Raw -1812110.008100 + Penalty 3125.634733 = -1808984.373367
  nChanged 97
		SP:Iteration 44Q (132011.030000 sec): 3 clusters
  Score: Raw -1812137.094320 + Penalty 3125.634733 = -1809011.459587
  nChanged 110
		SP:Iteration 45Q (132011.300000 sec): 3 clusters
  Score: Raw -1812167.794083 + Penalty 3125.634733 = -1809042.159350
  nChanged 108
		SP:Iteration 46Q (132011.580000 sec): 3 clusters
  Score: Raw -1812201.113471 + Penalty 3125.634733 = -1809075.478739
  nChanged 118
		SP:Iteration 47Q (132011.800000 sec): 3 clusters
  Score: Raw -1812239.941729 + Penalty 3125.634733 = -1809114.306996
  nChanged 123
		SP:Iteration 48Q (132012.080000 sec): 3 clusters
  Score: Raw -1812280.739528 + Penalty 3125.634733 = -1809155.104795
  nChanged 132
		SP:Iteration 49Q (132012.310000 sec): 3 clusters
  Score: Raw -1812332.703611 + Penalty 3125.634733 = -1809207.068879
  nChanged 148
		SP:Iteration 50Q (132012.580000 sec): 3 clusters
  Score: Raw -1812401.319077 + Penalty 3125.634733 = -1809275.684345
  nChanged 150
		SP:Iteration 51Q (132012.810000 sec): 3 clusters
  Score: Raw -1812467.114688 + Penalty 3125.634733 = -1809341.479955
  nChanged 138
		SP:Iteration 52Q (132013.080000 sec): 3 clusters
  Score: Raw -1812523.682758 + Penalty 3125.634733 = -1809398.048025
  nChanged 136
		SP:Iteration 53Q (132013.350000 sec): 3 clusters
  Score: Raw -1812575.833674 + Penalty 3125.634733 = -1809450.198941
  nChanged 129
		SP:Iteration 54Q (132013.570000 sec): 3 clusters
  Score: Raw -1812623.160694 + Penalty 3125.634733 = -1809497.525962
  nChanged 103
		SP:Iteration 55Q (132013.840000 sec): 3 clusters
  Score: Raw -1812660.197895 + Penalty 3125.634733 = -1809534.563162
  nChanged 103
		SP:Iteration 56Q (132014.070000 sec): 3 clusters
  Score: Raw -1812700.514054 + Penalty 3125.634733 = -1809574.879321
  nChanged 108
		SP:Iteration 57Q (132014.290000 sec): 3 clusters
  Score: Raw -1812745.698446 + Penalty 3125.634733 = -1809620.063713
  nChanged 106
		SP:Iteration 58Q (132014.610000 sec): 3 clusters
  Score: Raw -1812793.486447 + Penalty 3125.634733 = -1809667.851715
  nChanged 112
		SP:Iteration 59Q (132014.880000 sec): 3 clusters
  Score: Raw -1812842.490034 + Penalty 3125.634733 = -1809716.855301
  nChanged 100
		SP:Iteration 60F (132015.120000 sec): 3 clusters
  Score: Raw -1812886.795695 + Penalty 3125.634733 = -1809761.160962
  nChanged 100
		SP:Iteration 61Q (132015.390000 sec): 3 clusters
  Score: Raw -1812934.736609 + Penalty 3125.634733 = -1809809.101876
  nChanged 94
		SP:Iteration 62Q (132015.620000 sec): 3 clusters
  Score: Raw -1812982.909647 + Penalty 3125.634733 = -1809857.274914
  nChanged 76
		SP:Iteration 63Q (132015.850000 sec): 3 clusters
  Score: Raw -1813025.788978 + Penalty 3125.634733 = -1809900.154245
  nChanged 73
		SP:Iteration 64Q (132016.110000 sec): 3 clusters
  Score: Raw -1813070.046682 + Penalty 3125.634733 = -1809944.411949
  nChanged 67
		SP:Iteration 65Q (132016.280000 sec): 3 clusters
  Score: Raw -1813113.812630 + Penalty 3125.634733 = -1809988.177897
  nChanged 50
		SP:Iteration 66Q (132016.500000 sec): 3 clusters
  Score: Raw -1813141.399303 + Penalty 3125.634733 = -1810015.764570
  nChanged 53
		SP:Iteration 67Q (132016.730000 sec): 3 clusters
  Score: Raw -1813170.664261 + Penalty 3125.634733 = -1810045.029528
  nChanged 43
		SP:Iteration 68Q (132016.960000 sec): 3 clusters
  Score: Raw -1813199.880331 + Penalty 3125.634733 = -1810074.245599
  nChanged 41
		SP:Iteration 69Q (132017.190000 sec): 3 clusters
  Score: Raw -1813232.015991 + Penalty 3125.634733 = -1810106.381258
  nChanged 34
		SP:Iteration 70Q (132017.510000 sec): 3 clusters
  Score: Raw -1813256.163756 + Penalty 3125.634733 = -1810130.529023
  nChanged 26
		SP:Iteration 71Q (132017.780000 sec): 3 clusters
  Score: Raw -1813272.731986 + Penalty 3125.634733 = -1810147.097253
  nChanged 23
		SP:Iteration 72Q (132018.050000 sec): 3 clusters
  Score: Raw -1813289.197472 + Penalty 3125.634733 = -1810163.562739
  nChanged 18
		SP:Iteration 73Q (132018.330000 sec): 3 clusters
  Score: Raw -1813298.811199 + Penalty 3125.634733 = -1810173.176467
  nChanged 15
		SP:Iteration 74Q (132018.520000 sec): 3 clusters
  Score: Raw -1813305.390541 + Penalty 3125.634733 = -1810179.755809
  nChanged 7
		SP:Iteration 75Q (132018.750000 sec): 3 clusters
  Score: Raw -1813307.499555 + Penalty 3125.634733 = -1810181.864822
  nChanged 1
		SP:Iteration 76Q (132018.980000 sec): 3 clusters
  Score: Raw -1813307.936159 + Penalty 3125.634733 = -1810182.301427
  nChanged 2
		SP:Iteration 77Q (132019.250000 sec): 3 clusters
  Score: Raw -1813308.958023 + Penalty 3125.634733 = -1810183.323290
  nChanged 2
		SP:Iteration 78Q (132019.480000 sec): 3 clusters
  Score: Raw -1813309.898367 + Penalty 3125.634733 = -1810184.263634
  nChanged 1
		SP:Iteration 79Q (132019.750000 sec): 3 clusters
  Score: Raw -1813310.975691 + Penalty 3125.634733 = -1810185.340959
  nChanged 4
		SP:Iteration 80F (132020.030000 sec): 3 clusters
  Score: Raw -1813312.746976 + Penalty 3125.634733 = -1810187.112243
  nChanged 5
		SP:Iteration 81Q (132020.260000 sec): 3 clusters
  Score: Raw -1813314.315102 + Penalty 3125.634733 = -1810188.680369
  nChanged 2
		SP:Iteration 82Q (132020.490000 sec): 3 clusters
  Score: Raw -1813314.951575 + Penalty 3125.634733 = -1810189.316842
  nChanged 4
		SP:Iteration 83Q (132020.760000 sec): 3 clusters
  Score: Raw -1813316.600952 + Penalty 3125.634733 = -1810190.966219
  nChanged 1
		SP:Iteration 84Q (132020.990000 sec): 3 clusters
  Score: Raw -1813317.111153 + Penalty 3125.634733 = -1810191.476420
  nChanged 1
		SP:Iteration 85Q (132021.260000 sec): 3 clusters
  Score: Raw -1813317.388416 + Penalty 3125.634733 = -1810191.753683
  nChanged 2
		SP:Iteration 86Q (132021.490000 sec): 3 clusters
  Score: Raw -1813317.775968 + Penalty 3125.634733 = -1810192.141236
  nChanged 1
		SP:Iteration 87Q (132021.760000 sec): 3 clusters
  Score: Raw -1813318.192619 + Penalty 3125.634733 = -1810192.557886
  nChanged 1
		SP:Iteration 88Q (132021.990000 sec): 3 clusters
  Score: Raw -1813318.897536 + Penalty 3125.634733 = -1810193.262803
  nChanged 1
		SP:Iteration 89Q (132022.260000 sec): 3 clusters
  Score: Raw -1813319.394834 + Penalty 3125.634733 = -1810193.760101
  nChanged 1
		SP:Iteration 90Q (132022.490000 sec): 3 clusters
  Score: Raw -1813321.161371 + Penalty 3125.634733 = -1810195.526638
  nChanged 2
		SP:Iteration 91Q (132022.760000 sec): 3 clusters
  Score: Raw -1813322.039727 + Penalty 3125.634733 = -1810196.404994
  nChanged 3
		SP:Iteration 92Q (132022.920000 sec): 3 clusters
  Score: Raw -1813324.726419 + Penalty 3125.634733 = -1810199.091687
  nChanged 3
		SP:Iteration 93Q (132023.100000 sec): 3 clusters
  Score: Raw -1813325.937244 + Penalty 3125.634733 = -1810200.302512
  nChanged 0
		SP:Iteration 94F (132023.370000 sec): 3 clusters
  Score: Raw -1813325.937244 + Penalty 3125.634733 = -1810200.302512
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 35 (2057 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (132023.470000 sec): 2 clusters
  Score: Raw -253569.215182 + Penalty 1239.713132 = -252329.502050
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (132023.640000 sec): 3 clusters
  Score: Raw -252646.346924 + Penalty 2479.426264 = -250166.920660
  nChanged 750
		SP:Iteration 1F (132023.790000 sec): 3 clusters
  Score: Raw -253134.602576 + Penalty 2479.426264 = -250655.176311
  nChanged 155
		SP:Iteration 2F (132023.840000 sec): 3 clusters
  Score: Raw -253228.625662 + Penalty 2479.426264 = -250749.199398
  nChanged 73
		SP:Iteration 3Q (132023.880000 sec): 3 clusters
  Score: Raw -253271.528374 + Penalty 2479.426264 = -250792.102110
  nChanged 52
		SP:Iteration 4Q (132023.920000 sec): 3 clusters
  Score: Raw -253305.273697 + Penalty 2479.426264 = -250825.847433
  nChanged 54
		SP:Iteration 5Q (132023.960000 sec): 3 clusters
  Score: Raw -253342.209769 + Penalty 2479.426264 = -250862.783505
  nChanged 52
		SP:Iteration 6Q (132024.000000 sec): 3 clusters
  Score: Raw -253369.675822 + Penalty 2479.426264 = -250890.249558
  nChanged 40
		SP:Iteration 7Q (132024.050000 sec): 3 clusters
  Score: Raw -253394.482114 + Penalty 2479.426264 = -250915.055850
  nChanged 39
		SP:Iteration 8Q (132024.090000 sec): 3 clusters
  Score: Raw -253416.598698 + Penalty 2479.426264 = -250937.172434
  nChanged 29
		SP:Iteration 9Q (132024.130000 sec): 3 clusters
  Score: Raw -253430.688241 + Penalty 2479.426264 = -250951.261977
  nChanged 24
		SP:Iteration 10Q (132024.180000 sec): 3 clusters
  Score: Raw -253441.484883 + Penalty 2479.426264 = -250962.058619
  nChanged 15
		SP:Iteration 11Q (132024.220000 sec): 3 clusters
  Score: Raw -253448.830696 + Penalty 2479.426264 = -250969.404432
  nChanged 12
		SP:Iteration 12Q (132024.260000 sec): 3 clusters
  Score: Raw -253455.552429 + Penalty 2479.426264 = -250976.126165
  nChanged 9
		SP:Iteration 13Q (132024.300000 sec): 3 clusters
  Score: Raw -253459.465966 + Penalty 2479.426264 = -250980.039702
  nChanged 3
		SP:Iteration 14Q (132024.340000 sec): 3 clusters
  Score: Raw -253460.200346 + Penalty 2479.426264 = -250980.774082
  nChanged 1
		SP:Iteration 15Q (132024.390000 sec): 3 clusters
  Score: Raw -253460.429591 + Penalty 2479.426264 = -250981.003327
  nChanged 2
		SP:Iteration 16Q (132024.430000 sec): 3 clusters
  Score: Raw -253461.517870 + Penalty 2479.426264 = -250982.091606
  nChanged 2
		SP:Iteration 17Q (132024.470000 sec): 3 clusters
  Score: Raw -253461.693610 + Penalty 2479.426264 = -250982.267346
  nChanged 0
		SP:Iteration 18F (132024.510000 sec): 3 clusters
  Score: Raw -253461.693610 + Penalty 2479.426264 = -250982.267346
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 36 (306 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (132024.560000 sec): 2 clusters
  Score: Raw -21848.183780 + Penalty 930.082579 = -20918.101201
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (132024.570000 sec): 3 clusters
  Score: Raw -21925.270695 + Penalty 1860.165158 = -20065.105537
  nChanged 79
		SP:Iteration 1F (132024.580000 sec): 3 clusters
  Score: Raw -22175.787530 + Penalty 1860.165158 = -20315.622372
  nChanged 28
		SP:Iteration 2F (132024.580000 sec): 3 clusters
  Score: Raw -22298.686313 + Penalty 1860.165158 = -20438.521154
  nChanged 16
		SP:Iteration 3F (132024.590000 sec): 3 clusters
  Score: Raw -22451.143651 + Penalty 1860.165158 = -20590.978493
  nChanged 11
		SP:Iteration 4Q (132024.600000 sec): 3 clusters
  Score: Raw -22559.686452 + Penalty 1860.165158 = -20699.521294
  nChanged 3
		SP:Iteration 5Q (132024.610000 sec): 3 clusters
  Score: Raw -22579.105028 + Penalty 1860.165158 = -20718.939870
  nChanged 4
		SP:Iteration 6Q (132024.620000 sec): 3 clusters
  Score: Raw -22587.074687 + Penalty 1860.165158 = -20726.909529
  nChanged 1
		SP:Iteration 7Q (132024.620000 sec): 3 clusters
  Score: Raw -22589.492922 + Penalty 1860.165158 = -20729.327764
  nChanged 0
		SP:Iteration 8F (132024.630000 sec): 3 clusters
  Score: Raw -22592.382971 + Penalty 1860.165158 = -20732.217813
  nChanged 1
		SP:Iteration 9Q (132024.640000 sec): 3 clusters
  Score: Raw -22615.306374 + Penalty 1860.165158 = -20755.141216
  nChanged 1
		SP:Iteration 10Q (132024.650000 sec): 3 clusters
  Score: Raw -22636.185062 + Penalty 1860.165158 = -20776.019904
  nChanged 0
		SP:Iteration 11F (132024.660000 sec): 3 clusters
  Score: Raw -22636.185062 + Penalty 1860.165158 = -20776.019904
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 37 (400 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (132024.700000 sec): 2 clusters
  Score: Raw -36665.019793 + Penalty 973.612989 = -35691.406804
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (132024.710000 sec): 3 clusters
  Score: Raw -36684.724421 + Penalty 1947.225978 = -34737.498444
  nChanged 110
		SP:Iteration 1F (132024.720000 sec): 3 clusters
  Score: Raw -36946.595701 + Penalty 1947.225978 = -34999.369723
  nChanged 36
		SP:Iteration 2F (132024.730000 sec): 3 clusters
  Score: Raw -37062.165279 + Penalty 1947.225978 = -35114.939302
  nChanged 22
		SP:Iteration 3F (132024.740000 sec): 3 clusters
  Score: Raw -37141.731191 + Penalty 1947.225978 = -35194.505213
  nChanged 8
		SP:Iteration 4Q (132024.750000 sec): 3 clusters
  Score: Raw -37164.983781 + Penalty 1947.225978 = -35217.757804
  nChanged 6
		SP:Iteration 5Q (132024.760000 sec): 3 clusters
  Score: Raw -37178.296437 + Penalty 1947.225978 = -35231.070459
  nChanged 2
		SP:Iteration 6Q (132024.770000 sec): 3 clusters
  Score: Raw -37183.982187 + Penalty 1947.225978 = -35236.756209
  nChanged 1
		SP:Iteration 7Q (132024.780000 sec): 3 clusters
  Score: Raw -37188.232092 + Penalty 1947.225978 = -35241.006114
  nChanged 2
		SP:Iteration 8Q (132024.790000 sec): 3 clusters
  Score: Raw -37191.746441 + Penalty 1947.225978 = -35244.520463
  nChanged 2
		SP:Iteration 9Q (132024.800000 sec): 3 clusters
  Score: Raw -37200.951727 + Penalty 1947.225978 = -35253.725750
  nChanged 4
		SP:Iteration 10Q (132024.800000 sec): 3 clusters
  Score: Raw -37220.662213 + Penalty 1947.225978 = -35273.436235
  nChanged 5
		SP:Iteration 11Q (132024.810000 sec): 3 clusters
  Score: Raw -37238.698466 + Penalty 1947.225978 = -35291.472488
  nChanged 3
		SP:Iteration 12Q (132024.820000 sec): 3 clusters
  Score: Raw -37249.255300 + Penalty 1947.225978 = -35302.029322
  nChanged 2
		SP:Iteration 13Q (132024.830000 sec): 3 clusters
  Score: Raw -37254.363382 + Penalty 1947.225978 = -35307.137404
  nChanged 2
		SP:Iteration 14Q (132024.840000 sec): 3 clusters
  Score: Raw -37263.365268 + Penalty 1947.225978 = -35316.139290
  nChanged 2
		SP:Iteration 15Q (132024.840000 sec): 3 clusters
  Score: Raw -37274.294068 + Penalty 1947.225978 = -35327.068091
  nChanged 0
		SP:Iteration 16F (132024.850000 sec): 3 clusters
  Score: Raw -37274.294068 + Penalty 1947.225978 = -35327.068091
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 38 (6057 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (132024.950000 sec): 2 clusters
  Score: Raw -734318.961961 + Penalty 1415.207610 = -732903.754352
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (132025.160000 sec): 3 clusters
  Score: Raw -731056.688897 + Penalty 2830.415220 = -728226.273678
  nChanged 2495
		SP:Iteration 1F (132025.380000 sec): 3 clusters
  Score: Raw -732380.523490 + Penalty 2830.415220 = -729550.108271
  nChanged 441
		SP:Iteration 2F (132025.580000 sec): 3 clusters
  Score: Raw -732593.850254 + Penalty 2830.415220 = -729763.435034
  nChanged 327
		SP:Iteration 3F (132025.800000 sec): 3 clusters
  Score: Raw -732754.337994 + Penalty 2830.415220 = -729923.922774
  nChanged 293
		SP:Iteration 4Q (132026.000000 sec): 3 clusters
  Score: Raw -732900.899053 + Penalty 2830.415220 = -730070.483833
  nChanged 275
		SP:Iteration 5Q (132026.220000 sec): 3 clusters
  Score: Raw -733059.168731 + Penalty 2830.415220 = -730228.753511
  nChanged 281
		SP:Iteration 6Q (132026.420000 sec): 3 clusters
  Score: Raw -733225.009717 + Penalty 2830.415220 = -730394.594497
  nChanged 271
		SP:Iteration 7Q (132026.570000 sec): 3 clusters
  Score: Raw -733399.933837 + Penalty 2830.415220 = -730569.518617
  nChanged 264
		SP:Iteration 8Q (132026.760000 sec): 3 clusters
  Score: Raw -733585.641200 + Penalty 2830.415220 = -730755.225980
  nChanged 247
		SP:Iteration 9Q (132026.930000 sec): 3 clusters
  Score: Raw -733772.547639 + Penalty 2830.415220 = -730942.132420
  nChanged 232
		SP:Iteration 10Q (132027.100000 sec): 3 clusters
  Score: Raw -733972.607520 + Penalty 2830.415220 = -731142.192300
  nChanged 176
		SP:Iteration 11Q (132027.260000 sec): 3 clusters
  Score: Raw -734118.782816 + Penalty 2830.415220 = -731288.367596
  nChanged 141
		SP:Iteration 12Q (132027.430000 sec): 3 clusters
  Score: Raw -734236.035009 + Penalty 2830.415220 = -731405.619789
  nChanged 94
		SP:Iteration 13Q (132027.600000 sec): 3 clusters
  Score: Raw -734314.994969 + Penalty 2830.415220 = -731484.579749
  nChanged 65
		SP:Iteration 14Q (132027.760000 sec): 3 clusters
  Score: Raw -734370.857219 + Penalty 2830.415220 = -731540.441999
  nChanged 43
		SP:Iteration 15Q (132027.930000 sec): 3 clusters
  Score: Raw -734419.318264 + Penalty 2830.415220 = -731588.903044
  nChanged 27
		SP:Iteration 16Q (132028.100000 sec): 3 clusters
  Score: Raw -734451.555240 + Penalty 2830.415220 = -731621.140020
  nChanged 24
		SP:Iteration 17Q (132028.260000 sec): 3 clusters
  Score: Raw -734480.932651 + Penalty 2830.415220 = -731650.517431
  nChanged 16
		SP:Iteration 18Q (132028.510000 sec): 3 clusters
  Score: Raw -734498.819551 + Penalty 2830.415220 = -731668.404331
  nChanged 14
		SP:Iteration 19Q (132028.680000 sec): 3 clusters
  Score: Raw -734510.313095 + Penalty 2830.415220 = -731679.897876
  nChanged 6
		SP:Iteration 20F (132028.850000 sec): 3 clusters
  Score: Raw -734516.173969 + Penalty 2830.415220 = -731685.758749
  nChanged 3
		SP:Iteration 21Q (132029.020000 sec): 3 clusters
  Score: Raw -734520.252681 + Penalty 2830.415220 = -731689.837461
  nChanged 2
		SP:Iteration 22Q (132029.160000 sec): 3 clusters
  Score: Raw -734522.436147 + Penalty 2830.415220 = -731692.020927
  nChanged 5
		SP:Iteration 23Q (132029.260000 sec): 3 clusters
  Score: Raw -734527.509026 + Penalty 2830.415220 = -731697.093806
  nChanged 4
		SP:Iteration 24Q (132029.360000 sec): 3 clusters
  Score: Raw -734532.224307 + Penalty 2830.415220 = -731701.809087
  nChanged 6
		SP:Iteration 25Q (132029.460000 sec): 3 clusters
  Score: Raw -734538.348859 + Penalty 2830.415220 = -731707.933639
  nChanged 3
		SP:Iteration 26Q (132029.560000 sec): 3 clusters
  Score: Raw -734540.306186 + Penalty 2830.415220 = -731709.890966
  nChanged 3
		SP:Iteration 27Q (132029.660000 sec): 3 clusters
  Score: Raw -734542.898094 + Penalty 2830.415220 = -731712.482874
  nChanged 1
		SP:Iteration 28Q (132029.760000 sec): 3 clusters
  Score: Raw -734543.799274 + Penalty 2830.415220 = -731713.384054
  nChanged 3
		SP:Iteration 29Q (132029.860000 sec): 3 clusters
  Score: Raw -734547.271094 + Penalty 2830.415220 = -731716.855874
  nChanged 3
		SP:Iteration 30Q (132029.960000 sec): 3 clusters
  Score: Raw -734552.063815 + Penalty 2830.415220 = -731721.648595
  nChanged 1
		SP:Iteration 31Q (132030.060000 sec): 3 clusters
  Score: Raw -734552.623513 + Penalty 2830.415220 = -731722.208293
  nChanged 0
		SP:Iteration 32F (132030.160000 sec): 3 clusters
  Score: Raw -734552.623513 + Penalty 2830.415220 = -731722.208293
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 39 (1190 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (132030.250000 sec): 2 clusters
  Score: Raw -142217.034136 + Penalty 1150.777645 = -141066.256491
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (132030.420000 sec): 3 clusters
  Score: Raw -141814.761833 + Penalty 2301.555290 = -139513.206542
  nChanged 363
		SP:Iteration 1F (132030.600000 sec): 3 clusters
  Score: Raw -142086.433757 + Penalty 2301.555290 = -139784.878466
  nChanged 71
		SP:Iteration 2F (132030.690000 sec): 3 clusters
  Score: Raw -142142.379121 + Penalty 2301.555290 = -139840.823830
  nChanged 34
		SP:Iteration 3Q (132030.720000 sec): 3 clusters
  Score: Raw -142176.878088 + Penalty 2301.555290 = -139875.322797
  nChanged 17
		SP:Iteration 4Q (132030.740000 sec): 3 clusters
  Score: Raw -142192.056538 + Penalty 2301.555290 = -139890.501247
  nChanged 13
		SP:Iteration 5Q (132030.770000 sec): 3 clusters
  Score: Raw -142201.486836 + Penalty 2301.555290 = -139899.931546
  nChanged 12
		SP:Iteration 6Q (132030.790000 sec): 3 clusters
  Score: Raw -142210.103800 + Penalty 2301.555290 = -139908.548509
  nChanged 14
		SP:Iteration 7Q (132030.820000 sec): 3 clusters
  Score: Raw -142223.435640 + Penalty 2301.555290 = -139921.880350
  nChanged 6
		SP:Iteration 8Q (132030.840000 sec): 3 clusters
  Score: Raw -142227.334848 + Penalty 2301.555290 = -139925.779558
  nChanged 4
		SP:Iteration 9Q (132030.870000 sec): 3 clusters
  Score: Raw -142229.938789 + Penalty 2301.555290 = -139928.383498
  nChanged 4
		SP:Iteration 10Q (132030.900000 sec): 3 clusters
  Score: Raw -142233.513914 + Penalty 2301.555290 = -139931.958623
  nChanged 4
		SP:Iteration 11Q (132030.920000 sec): 3 clusters
  Score: Raw -142236.336543 + Penalty 2301.555290 = -139934.781253
  nChanged 4
		SP:Iteration 12Q (132030.950000 sec): 3 clusters
  Score: Raw -142237.605350 + Penalty 2301.555290 = -139936.050059
  nChanged 3
		SP:Iteration 13Q (132030.980000 sec): 3 clusters
  Score: Raw -142240.086217 + Penalty 2301.555290 = -139938.530926
  nChanged 4
		SP:Iteration 14Q (132031.000000 sec): 3 clusters
  Score: Raw -142245.075481 + Penalty 2301.555290 = -139943.520190
  nChanged 11
		SP:Iteration 15Q (132031.020000 sec): 3 clusters
  Score: Raw -142256.938866 + Penalty 2301.555290 = -139955.383575
  nChanged 13
		SP:Iteration 16Q (132031.050000 sec): 3 clusters
  Score: Raw -142270.189562 + Penalty 2301.555290 = -139968.634272
  nChanged 15
		SP:Iteration 17Q (132031.080000 sec): 3 clusters
  Score: Raw -142281.317663 + Penalty 2301.555290 = -139979.762372
  nChanged 15
		SP:Iteration 18Q (132031.110000 sec): 3 clusters
  Score: Raw -142294.868084 + Penalty 2301.555290 = -139993.312794
  nChanged 10
		SP:Iteration 19Q (132031.130000 sec): 3 clusters
  Score: Raw -142303.215126 + Penalty 2301.555290 = -140001.659836
  nChanged 13
		SP:Iteration 20F (132031.160000 sec): 3 clusters
  Score: Raw -142318.392478 + Penalty 2301.555290 = -140016.837187
  nChanged 19
		SP:Iteration 21Q (132031.180000 sec): 3 clusters
  Score: Raw -142336.696967 + Penalty 2301.555290 = -140035.141677
  nChanged 16
		SP:Iteration 22Q (132031.210000 sec): 3 clusters
  Score: Raw -142349.919977 + Penalty 2301.555290 = -140048.364686
  nChanged 12
		SP:Iteration 23Q (132031.230000 sec): 3 clusters
  Score: Raw -142361.982908 + Penalty 2301.555290 = -140060.427618
  nChanged 7
		SP:Iteration 24Q (132031.260000 sec): 3 clusters
  Score: Raw -142368.224830 + Penalty 2301.555290 = -140066.669539
  nChanged 6
		SP:Iteration 25Q (132031.280000 sec): 3 clusters
  Score: Raw -142371.857703 + Penalty 2301.555290 = -140070.302412
  nChanged 7
		SP:Iteration 26Q (132031.310000 sec): 3 clusters
  Score: Raw -142378.700280 + Penalty 2301.555290 = -140077.144989
  nChanged 7
		SP:Iteration 27Q (132031.340000 sec): 3 clusters
  Score: Raw -142385.337185 + Penalty 2301.555290 = -140083.781895
  nChanged 9
		SP:Iteration 28Q (132031.360000 sec): 3 clusters
  Score: Raw -142391.466508 + Penalty 2301.555290 = -140089.911218
  nChanged 8
		SP:Iteration 29Q (132031.390000 sec): 3 clusters
  Score: Raw -142397.243516 + Penalty 2301.555290 = -140095.688225
  nChanged 8
		SP:Iteration 30Q (132031.420000 sec): 3 clusters
  Score: Raw -142403.815800 + Penalty 2301.555290 = -140102.260509
  nChanged 7
		SP:Iteration 31Q (132031.440000 sec): 3 clusters
  Score: Raw -142410.968987 + Penalty 2301.555290 = -140109.413696
  nChanged 7
		SP:Iteration 32Q (132031.470000 sec): 3 clusters
  Score: Raw -142417.061953 + Penalty 2301.555290 = -140115.506663
  nChanged 5
		SP:Iteration 33Q (132031.500000 sec): 3 clusters
  Score: Raw -142421.231401 + Penalty 2301.555290 = -140119.676110
  nChanged 1
		SP:Iteration 34Q (132031.520000 sec): 3 clusters
  Score: Raw -142421.544257 + Penalty 2301.555290 = -140119.988967
  nChanged 0
		SP:Iteration 35F (132031.580000 sec): 3 clusters
  Score: Raw -142421.544257 + Penalty 2301.555290 = -140119.988967
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 40 (3120 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (132031.690000 sec): 2 clusters
  Score: Raw -366189.856083 + Penalty 1307.408096 = -364882.447987
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (132031.860000 sec): 3 clusters
  Score: Raw -364673.865679 + Penalty 2614.816191 = -362059.049488
  nChanged 1197
		SP:Iteration 1F (132032.040000 sec): 3 clusters
  Score: Raw -365382.637191 + Penalty 2614.816191 = -362767.820999
  nChanged 284
		SP:Iteration 2F (132032.220000 sec): 3 clusters
  Score: Raw -365645.527505 + Penalty 2614.816191 = -363030.711313
  nChanged 254
		SP:Iteration 3F (132032.390000 sec): 3 clusters
  Score: Raw -365961.590750 + Penalty 2614.816191 = -363346.774559
  nChanged 234
		SP:Iteration 4F (132032.570000 sec): 3 clusters
  Score: Raw -366285.955650 + Penalty 2614.816191 = -363671.139459
  nChanged 232
		SP:Iteration 5F (132032.740000 sec): 3 clusters
  Score: Raw -366513.772334 + Penalty 2614.816191 = -363898.956142
  nChanged 153
		SP:Iteration 6Q (132032.920000 sec): 3 clusters
  Score: Raw -366638.951501 + Penalty 2614.816191 = -364024.135310
  nChanged 115
		SP:Iteration 7Q (132033.100000 sec): 3 clusters
  Score: Raw -366736.973505 + Penalty 2614.816191 = -364122.157314
  nChanged 88
		SP:Iteration 8Q (132033.270000 sec): 3 clusters
  Score: Raw -366789.227210 + Penalty 2614.816191 = -364174.411019
  nChanged 51
		SP:Iteration 9Q (132033.490000 sec): 3 clusters
  Score: Raw -366819.849282 + Penalty 2614.816191 = -364205.033091
  nChanged 35
		SP:Iteration 10Q (132033.640000 sec): 3 clusters
  Score: Raw -366844.956750 + Penalty 2614.816191 = -364230.140559
  nChanged 30
		SP:Iteration 11Q (132033.800000 sec): 3 clusters
  Score: Raw -366862.648910 + Penalty 2614.816191 = -364247.832719
  nChanged 26
		SP:Iteration 12Q (132033.950000 sec): 3 clusters
  Score: Raw -366879.608845 + Penalty 2614.816191 = -364264.792654
  nChanged 28
		SP:Iteration 13Q (132034.130000 sec): 3 clusters
  Score: Raw -366898.750009 + Penalty 2614.816191 = -364283.933818
  nChanged 32
		SP:Iteration 14Q (132034.300000 sec): 3 clusters
  Score: Raw -366922.331369 + Penalty 2614.816191 = -364307.515178
  nChanged 24
		SP:Iteration 15Q (132034.480000 sec): 3 clusters
  Score: Raw -366940.077297 + Penalty 2614.816191 = -364325.261106
  nChanged 22
		SP:Iteration 16Q (132034.660000 sec): 3 clusters
  Score: Raw -366956.512859 + Penalty 2614.816191 = -364341.696668
  nChanged 21
		SP:Iteration 17Q (132034.830000 sec): 3 clusters
  Score: Raw -366972.819928 + Penalty 2614.816191 = -364358.003737
  nChanged 14
		SP:Iteration 18Q (132035.010000 sec): 3 clusters
  Score: Raw -366985.470340 + Penalty 2614.816191 = -364370.654149
  nChanged 13
		SP:Iteration 19Q (132035.180000 sec): 3 clusters
  Score: Raw -366994.602603 + Penalty 2614.816191 = -364379.786412
  nChanged 11
		SP:Iteration 20F (132035.360000 sec): 3 clusters
  Score: Raw -367003.053898 + Penalty 2614.816191 = -364388.237707
  nChanged 10
		SP:Iteration 21Q (132035.540000 sec): 3 clusters
  Score: Raw -367016.925172 + Penalty 2614.816191 = -364402.108981
  nChanged 11
		SP:Iteration 22Q (132035.710000 sec): 3 clusters
  Score: Raw -367031.324005 + Penalty 2614.816191 = -364416.507813
  nChanged 15
		SP:Iteration 23Q (132035.890000 sec): 3 clusters
  Score: Raw -367047.225521 + Penalty 2614.816191 = -364432.409330
  nChanged 23
		SP:Iteration 24Q (132036.060000 sec): 3 clusters
  Score: Raw -367076.452551 + Penalty 2614.816191 = -364461.636360
  nChanged 20
		SP:Iteration 25Q (132036.240000 sec): 3 clusters
  Score: Raw -367104.516586 + Penalty 2614.816191 = -364489.700395
  nChanged 21
		SP:Iteration 26Q (132036.420000 sec): 3 clusters
  Score: Raw -367128.365025 + Penalty 2614.816191 = -364513.548833
  nChanged 19
		SP:Iteration 27Q (132036.590000 sec): 3 clusters
  Score: Raw -367142.331548 + Penalty 2614.816191 = -364527.515357
  nChanged 10
		SP:Iteration 28Q (132036.770000 sec): 3 clusters
  Score: Raw -367147.910761 + Penalty 2614.816191 = -364533.094569
  nChanged 8
		SP:Iteration 29Q (132036.940000 sec): 3 clusters
  Score: Raw -367152.314781 + Penalty 2614.816191 = -364537.498590
  nChanged 9
		SP:Iteration 30Q (132037.120000 sec): 3 clusters
  Score: Raw -367157.524007 + Penalty 2614.816191 = -364542.707815
  nChanged 4
		SP:Iteration 31Q (132037.300000 sec): 3 clusters
  Score: Raw -367160.664926 + Penalty 2614.816191 = -364545.848735
  nChanged 5
		SP:Iteration 32Q (132037.470000 sec): 3 clusters
  Score: Raw -367162.831361 + Penalty 2614.816191 = -364548.015170
  nChanged 1
		SP:Iteration 33Q (132037.640000 sec): 3 clusters
  Score: Raw -367163.390906 + Penalty 2614.816191 = -364548.574715
  nChanged 0
		SP:Iteration 34F (132037.820000 sec): 3 clusters
  Score: Raw -367163.390906 + Penalty 2614.816191 = -364548.574715
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 41 (188 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (132037.900000 sec): 2 clusters
  Score: Raw -9520.209950 + Penalty 850.921819 = -8669.288131
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (132038.080000 sec): 3 clusters
  Score: Raw -9716.349094 + Penalty 1701.843638 = -8014.505456
  nChanged 26
		SP:Iteration 1F (132038.260000 sec): 3 clusters
  Score: Raw -9863.584226 + Penalty 1701.843638 = -8161.740588
  nChanged 5
		SP:Iteration 2Q (132038.430000 sec): 3 clusters
  Score: Raw -9888.664187 + Penalty 1701.843638 = -8186.820549
  nChanged 2
		SP:Iteration 3Q (132038.610000 sec): 3 clusters
  Score: Raw -9916.793420 + Penalty 1701.843638 = -8214.949782
  nChanged 2
		SP:Iteration 4Q (132038.780000 sec): 3 clusters
  Score: Raw -9925.193740 + Penalty 1701.843638 = -8223.350102
  nChanged 0
		SP:Iteration 5F (132038.960000 sec): 3 clusters
  Score: Raw -9925.193740 + Penalty 1701.843638 = -8223.350102
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 42 (390 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (132039.040000 sec): 2 clusters
  Score: Raw -45756.451372 + Penalty 969.498845 = -44786.952527
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (132039.220000 sec): 3 clusters
  Score: Raw -45753.493045 + Penalty 1938.997690 = -43814.495355
  nChanged 86
		SP:Iteration 1F (132039.400000 sec): 3 clusters
  Score: Raw -45978.417191 + Penalty 1938.997690 = -44039.419501
  nChanged 38
		SP:Iteration 2F (132039.570000 sec): 3 clusters
  Score: Raw -46138.276484 + Penalty 1938.997690 = -44199.278794
  nChanged 26
		SP:Iteration 3F (132039.750000 sec): 3 clusters
  Score: Raw -46234.819947 + Penalty 1938.997690 = -44295.822257
  nChanged 10
		SP:Iteration 4Q (132039.920000 sec): 3 clusters
  Score: Raw -46259.622546 + Penalty 1938.997690 = -44320.624856
  nChanged 10
		SP:Iteration 5Q (132040.100000 sec): 3 clusters
  Score: Raw -46299.564178 + Penalty 1938.997690 = -44360.566488
  nChanged 5
		SP:Iteration 6Q (132040.280000 sec): 3 clusters
  Score: Raw -46311.048681 + Penalty 1938.997690 = -44372.050990
  nChanged 4
		SP:Iteration 7Q (132040.450000 sec): 3 clusters
  Score: Raw -46320.208364 + Penalty 1938.997690 = -44381.210674
  nChanged 3
		SP:Iteration 8Q (132040.630000 sec): 3 clusters
  Score: Raw -46326.203098 + Penalty 1938.997690 = -44387.205408
  nChanged 1
		SP:Iteration 9Q (132040.800000 sec): 3 clusters
  Score: Raw -46329.266768 + Penalty 1938.997690 = -44390.269078
  nChanged 2
		SP:Iteration 10Q (132040.980000 sec): 3 clusters
  Score: Raw -46332.492948 + Penalty 1938.997690 = -44393.495258
  nChanged 2
		SP:Iteration 11Q (132041.160000 sec): 3 clusters
  Score: Raw -46336.997463 + Penalty 1938.997690 = -44397.999773
  nChanged 2
		SP:Iteration 12Q (132041.380000 sec): 3 clusters
  Score: Raw -46342.350216 + Penalty 1938.997690 = -44403.352526
  nChanged 4
		SP:Iteration 13Q (132041.550000 sec): 3 clusters
  Score: Raw -46350.443846 + Penalty 1938.997690 = -44411.446156
  nChanged 2
		SP:Iteration 14Q (132041.680000 sec): 3 clusters
  Score: Raw -46353.986197 + Penalty 1938.997690 = -44414.988507
  nChanged 2
		SP:Iteration 15Q (132041.860000 sec): 3 clusters
  Score: Raw -46363.621520 + Penalty 1938.997690 = -44424.623830
  nChanged 1
		SP:Iteration 16Q (132042.040000 sec): 3 clusters
  Score: Raw -46364.850817 + Penalty 1938.997690 = -44425.853127
  nChanged 0
		SP:Iteration 17F (132042.210000 sec): 3 clusters
  Score: Raw -46364.850817 + Penalty 1938.997690 = -44425.853127
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 43 (1342 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (132042.300000 sec): 2 clusters
  Score: Raw -150876.597516 + Penalty 1170.311402 = -149706.286114
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (132042.470000 sec): 3 clusters
  Score: Raw -150404.944945 + Penalty 2340.622803 = -148064.322142
  nChanged 456
		SP:Iteration 1F (132042.640000 sec): 3 clusters
  Score: Raw -150791.819609 + Penalty 2340.622803 = -148451.196806
  nChanged 134
		SP:Iteration 2F (132042.810000 sec): 3 clusters
  Score: Raw -150930.036653 + Penalty 2340.622803 = -148589.413850
  nChanged 69
		SP:Iteration 3F (132042.980000 sec): 3 clusters
  Score: Raw -151001.138091 + Penalty 2340.622803 = -148660.515288
  nChanged 45
		SP:Iteration 4Q (132043.100000 sec): 3 clusters
  Score: Raw -151037.206692 + Penalty 2340.622803 = -148696.583889
  nChanged 29
		SP:Iteration 5Q (132043.280000 sec): 3 clusters
  Score: Raw -151067.832890 + Penalty 2340.622803 = -148727.210087
  nChanged 33
		SP:Iteration 6Q (132043.460000 sec): 3 clusters
  Score: Raw -151106.056244 + Penalty 2340.622803 = -148765.433440
  nChanged 36
		SP:Iteration 7Q (132043.630000 sec): 3 clusters
  Score: Raw -151144.402630 + Penalty 2340.622803 = -148803.779827
  nChanged 28
		SP:Iteration 8Q (132043.810000 sec): 3 clusters
  Score: Raw -151170.197242 + Penalty 2340.622803 = -148829.574439
  nChanged 22
		SP:Iteration 9Q (132043.980000 sec): 3 clusters
  Score: Raw -151190.232802 + Penalty 2340.622803 = -148849.609999
  nChanged 21
		SP:Iteration 10Q (132044.160000 sec): 3 clusters
  Score: Raw -151206.244126 + Penalty 2340.622803 = -148865.621323
  nChanged 12
		SP:Iteration 11Q (132044.330000 sec): 3 clusters
  Score: Raw -151217.803866 + Penalty 2340.622803 = -148877.181062
  nChanged 9
		SP:Iteration 12Q (132044.490000 sec): 3 clusters
  Score: Raw -151223.991638 + Penalty 2340.622803 = -148883.368835
  nChanged 7
		SP:Iteration 13Q (132044.670000 sec): 3 clusters
  Score: Raw -151227.660478 + Penalty 2340.622803 = -148887.037675
  nChanged 5
		SP:Iteration 14Q (132044.840000 sec): 3 clusters
  Score: Raw -151230.270841 + Penalty 2340.622803 = -148889.648038
  nChanged 2
		SP:Iteration 15Q (132045.030000 sec): 3 clusters
  Score: Raw -151231.541291 + Penalty 2340.622803 = -148890.918487
  nChanged 0
		SP:Iteration 16F (132045.050000 sec): 3 clusters
  Score: Raw -151231.541291 + Penalty 2340.622803 = -148890.918487
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 44 (3032 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (132045.120000 sec): 2 clusters
  Score: Raw -368867.291839 + Penalty 1302.758884 = -367564.532955
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (132045.180000 sec): 3 clusters
  Score: Raw -367460.448378 + Penalty 2605.517768 = -364854.930611
  nChanged 1104
		SP:Iteration 1F (132045.230000 sec): 3 clusters
  Score: Raw -368119.741734 + Penalty 2605.517768 = -365514.223966
  nChanged 229
		SP:Iteration 2F (132045.290000 sec): 3 clusters
  Score: Raw -368270.424540 + Penalty 2605.517768 = -365664.906773
  nChanged 169
		SP:Iteration 3F (132045.340000 sec): 3 clusters
  Score: Raw -368371.421930 + Penalty 2605.517768 = -365765.904162
  nChanged 132
		SP:Iteration 4Q (132045.400000 sec): 3 clusters
  Score: Raw -368475.049618 + Penalty 2605.517768 = -365869.531850
  nChanged 121
		SP:Iteration 5Q (132045.460000 sec): 3 clusters
  Score: Raw -368585.975514 + Penalty 2605.517768 = -365980.457746
  nChanged 107
		SP:Iteration 6Q (132045.520000 sec): 3 clusters
  Score: Raw -368703.922552 + Penalty 2605.517768 = -366098.404784
  nChanged 102
		SP:Iteration 7Q (132045.570000 sec): 3 clusters
  Score: Raw -368814.015232 + Penalty 2605.517768 = -366208.497464
  nChanged 123
		SP:Iteration 8Q (132045.620000 sec): 3 clusters
  Score: Raw -368916.263163 + Penalty 2605.517768 = -366310.745396
  nChanged 96
		SP:Iteration 9Q (132045.680000 sec): 3 clusters
  Score: Raw -368978.836391 + Penalty 2605.517768 = -366373.318624
  nChanged 83
		SP:Iteration 10Q (132045.730000 sec): 3 clusters
  Score: Raw -369035.937761 + Penalty 2605.517768 = -366430.419994
  nChanged 64
		SP:Iteration 11Q (132045.780000 sec): 3 clusters
  Score: Raw -369077.088987 + Penalty 2605.517768 = -366471.571220
  nChanged 60
		SP:Iteration 12Q (132045.940000 sec): 3 clusters
  Score: Raw -369113.507115 + Penalty 2605.517768 = -366507.989348
  nChanged 62
		SP:Iteration 13Q (132046.120000 sec): 3 clusters
  Score: Raw -369160.611126 + Penalty 2605.517768 = -366555.093358
  nChanged 65
		SP:Iteration 14Q (132046.290000 sec): 3 clusters
  Score: Raw -369208.486620 + Penalty 2605.517768 = -366602.968853
  nChanged 64
		SP:Iteration 15Q (132046.470000 sec): 3 clusters
  Score: Raw -369252.059641 + Penalty 2605.517768 = -366646.541874
  nChanged 55
		SP:Iteration 16Q (132046.650000 sec): 3 clusters
  Score: Raw -369296.509096 + Penalty 2605.517768 = -366690.991329
  nChanged 75
		SP:Iteration 17Q (132046.820000 sec): 3 clusters
  Score: Raw -369355.737741 + Penalty 2605.517768 = -366750.219973
  nChanged 77
		SP:Iteration 18Q (132047.000000 sec): 3 clusters
  Score: Raw -369460.992095 + Penalty 2605.517768 = -366855.474328
  nChanged 89
		SP:Iteration 19Q (132047.170000 sec): 3 clusters
  Score: Raw -369589.680641 + Penalty 2605.517768 = -366984.162873
  nChanged 81
		SP:Iteration 20F (132047.350000 sec): 3 clusters
  Score: Raw -369696.592854 + Penalty 2605.517768 = -367091.075086
  nChanged 61
		SP:Iteration 21Q (132047.530000 sec): 3 clusters
  Score: Raw -369756.779762 + Penalty 2605.517768 = -367151.261995
  nChanged 39
		SP:Iteration 22Q (132047.700000 sec): 3 clusters
  Score: Raw -369787.861484 + Penalty 2605.517768 = -367182.343717
  nChanged 23
		SP:Iteration 23Q (132047.870000 sec): 3 clusters
  Score: Raw -369799.498665 + Penalty 2605.517768 = -367193.980897
  nChanged 14
		SP:Iteration 24Q (132048.050000 sec): 3 clusters
  Score: Raw -369804.941531 + Penalty 2605.517768 = -367199.423763
  nChanged 5
		SP:Iteration 25Q (132048.230000 sec): 3 clusters
  Score: Raw -369806.653250 + Penalty 2605.517768 = -367201.135482
  nChanged 1
		SP:Iteration 26Q (132048.400000 sec): 3 clusters
  Score: Raw -369807.145334 + Penalty 2605.517768 = -367201.627566
  nChanged 0
		SP:Iteration 27F (132048.580000 sec): 3 clusters
  Score: Raw -369807.145334 + Penalty 2605.517768 = -367201.627566
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 45 (1638 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (132048.660000 sec): 2 clusters
  Score: Raw -182779.031551 + Penalty 1202.700080 = -181576.331471
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (132048.840000 sec): 3 clusters
  Score: Raw -182130.713231 + Penalty 2405.400161 = -179725.313070
  nChanged 532
		SP:Iteration 1F (132049.010000 sec): 3 clusters
  Score: Raw -182558.010735 + Penalty 2405.400161 = -180152.610574
  nChanged 130
		SP:Iteration 2F (132049.190000 sec): 3 clusters
  Score: Raw -182684.139887 + Penalty 2405.400161 = -180278.739726
  nChanged 83
		SP:Iteration 3F (132049.370000 sec): 3 clusters
  Score: Raw -182782.913109 + Penalty 2405.400161 = -180377.512948
  nChanged 75
		SP:Iteration 4Q (132049.540000 sec): 3 clusters
  Score: Raw -182858.056558 + Penalty 2405.400161 = -180452.656397
  nChanged 67
		SP:Iteration 5Q (132049.720000 sec): 3 clusters
  Score: Raw -182917.171922 + Penalty 2405.400161 = -180511.771761
  nChanged 49
		SP:Iteration 6Q (132049.890000 sec): 3 clusters
  Score: Raw -182971.352734 + Penalty 2405.400161 = -180565.952573
  nChanged 50
		SP:Iteration 7Q (132050.070000 sec): 3 clusters
  Score: Raw -183023.808710 + Penalty 2405.400161 = -180618.408549
  nChanged 50
		SP:Iteration 8Q (132050.250000 sec): 3 clusters
  Score: Raw -183079.802664 + Penalty 2405.400161 = -180674.402504
  nChanged 49
		SP:Iteration 9Q (132050.390000 sec): 3 clusters
  Score: Raw -183125.225023 + Penalty 2405.400161 = -180719.824862
  nChanged 34
		SP:Iteration 10Q (132050.420000 sec): 3 clusters
  Score: Raw -183152.632708 + Penalty 2405.400161 = -180747.232547
  nChanged 24
		SP:Iteration 11Q (132050.460000 sec): 3 clusters
  Score: Raw -183174.443713 + Penalty 2405.400161 = -180769.043552
  nChanged 27
		SP:Iteration 12Q (132050.490000 sec): 3 clusters
  Score: Raw -183191.724905 + Penalty 2405.400161 = -180786.324744
  nChanged 8
		SP:Iteration 13Q (132050.520000 sec): 3 clusters
  Score: Raw -183195.146257 + Penalty 2405.400161 = -180789.746096
  nChanged 6
		SP:Iteration 14Q (132050.560000 sec): 3 clusters
  Score: Raw -183199.943932 + Penalty 2405.400161 = -180794.543771
  nChanged 7
		SP:Iteration 15Q (132050.600000 sec): 3 clusters
  Score: Raw -183210.794825 + Penalty 2405.400161 = -180805.394664
  nChanged 9
		SP:Iteration 16Q (132050.630000 sec): 3 clusters
  Score: Raw -183218.079459 + Penalty 2405.400161 = -180812.679298
  nChanged 8
		SP:Iteration 17Q (132050.660000 sec): 3 clusters
  Score: Raw -183224.447170 + Penalty 2405.400161 = -180819.047009
  nChanged 9
		SP:Iteration 18Q (132050.700000 sec): 3 clusters
  Score: Raw -183231.433747 + Penalty 2405.400161 = -180826.033586
  nChanged 10
		SP:Iteration 19Q (132050.730000 sec): 3 clusters
  Score: Raw -183238.508284 + Penalty 2405.400161 = -180833.108123
  nChanged 10
		SP:Iteration 20F (132050.770000 sec): 3 clusters
  Score: Raw -183246.200537 + Penalty 2405.400161 = -180840.800376
  nChanged 3
		SP:Iteration 21Q (132050.800000 sec): 3 clusters
  Score: Raw -183249.293616 + Penalty 2405.400161 = -180843.893455
  nChanged 7
		SP:Iteration 22Q (132050.840000 sec): 3 clusters
  Score: Raw -183253.769512 + Penalty 2405.400161 = -180848.369351
  nChanged 4
		SP:Iteration 23Q (132050.870000 sec): 3 clusters
  Score: Raw -183255.996151 + Penalty 2405.400161 = -180850.595991
  nChanged 2
		SP:Iteration 24Q (132050.900000 sec): 3 clusters
  Score: Raw -183257.632369 + Penalty 2405.400161 = -180852.232208
  nChanged 0
		SP:Iteration 25F (132050.940000 sec): 3 clusters
  Score: Raw -183257.632369 + Penalty 2405.400161 = -180852.232208
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 46 (21942 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (132051.140000 sec): 2 clusters
  Score: Raw -2544678.654766 + Penalty 1624.375657 = -2543054.279110
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (132051.530000 sec): 3 clusters
  Score: Raw -2531437.850013 + Penalty 3248.751313 = -2528189.098700
  nChanged 9928
		SP:Iteration 1F (132051.950000 sec): 3 clusters
  Score: Raw -2537341.008397 + Penalty 3248.751313 = -2534092.257083
  nChanged 1531
		SP:Iteration 2F (132052.280000 sec): 3 clusters
  Score: Raw -2538501.886042 + Penalty 3248.751313 = -2535253.134729
  nChanged 1762
		SP:Iteration 3F (132052.630000 sec): 3 clusters
  Score: Raw -2540085.598209 + Penalty 3248.751313 = -2536836.846895
  nChanged 1873
		SP:Iteration 4F (132052.910000 sec): 3 clusters
  Score: Raw -2541728.151771 + Penalty 3248.751313 = -2538479.400457
  nChanged 1644
		SP:Iteration 5F (132053.240000 sec): 3 clusters
  Score: Raw -2543048.910372 + Penalty 3248.751313 = -2539800.159058
  nChanged 1306
		SP:Iteration 6F (132053.580000 sec): 3 clusters
  Score: Raw -2543879.826500 + Penalty 3248.751313 = -2540631.075187
  nChanged 949
		SP:Iteration 7Q (132053.930000 sec): 3 clusters
  Score: Raw -2544385.454503 + Penalty 3248.751313 = -2541136.703190
  nChanged 692
		SP:Iteration 8Q (132054.230000 sec): 3 clusters
  Score: Raw -2544700.988137 + Penalty 3248.751313 = -2541452.236824
  nChanged 544
		SP:Iteration 9Q (132054.580000 sec): 3 clusters
  Score: Raw -2544924.440038 + Penalty 3248.751313 = -2541675.688724
  nChanged 452
		SP:Iteration 10Q (132054.880000 sec): 3 clusters
  Score: Raw -2545086.815165 + Penalty 3248.751313 = -2541838.063851
  nChanged 373
		SP:Iteration 11Q (132055.220000 sec): 3 clusters
  Score: Raw -2545211.122177 + Penalty 3248.751313 = -2541962.370864
  nChanged 300
		SP:Iteration 12Q (132055.530000 sec): 3 clusters
  Score: Raw -2545295.803369 + Penalty 3248.751313 = -2542047.052056
  nChanged 243
		SP:Iteration 13Q (132055.940000 sec): 3 clusters
  Score: Raw -2545353.873172 + Penalty 3248.751313 = -2542105.121859
  nChanged 190
		SP:Iteration 14Q (132056.270000 sec): 3 clusters
  Score: Raw -2545389.445304 + Penalty 3248.751313 = -2542140.693991
  nChanged 148
		SP:Iteration 15Q (132056.600000 sec): 3 clusters
  Score: Raw -2545413.352539 + Penalty 3248.751313 = -2542164.601226
  nChanged 131
		SP:Iteration 16Q (132056.940000 sec): 3 clusters
  Score: Raw -2545433.501537 + Penalty 3248.751313 = -2542184.750224
  nChanged 117
		SP:Iteration 17Q (132057.260000 sec): 3 clusters
  Score: Raw -2545451.277858 + Penalty 3248.751313 = -2542202.526545
  nChanged 93
		SP:Iteration 18Q (132057.560000 sec): 3 clusters
  Score: Raw -2545462.792870 + Penalty 3248.751313 = -2542214.041557
  nChanged 82
		SP:Iteration 19Q (132057.900000 sec): 3 clusters
  Score: Raw -2545471.380973 + Penalty 3248.751313 = -2542222.629660
  nChanged 57
		SP:Iteration 20F (132058.200000 sec): 3 clusters
  Score: Raw -2545476.391242 + Penalty 3248.751313 = -2542227.639929
  nChanged 53
		SP:Iteration 21Q (132058.550000 sec): 3 clusters
  Score: Raw -2545480.735442 + Penalty 3248.751313 = -2542231.984128
  nChanged 43
		SP:Iteration 22Q (132058.850000 sec): 3 clusters
  Score: Raw -2545484.432546 + Penalty 3248.751313 = -2542235.681233
  nChanged 36
		SP:Iteration 23Q (132059.200000 sec): 3 clusters
  Score: Raw -2545487.699979 + Penalty 3248.751313 = -2542238.948666
  nChanged 44
		SP:Iteration 24Q (132059.500000 sec): 3 clusters
  Score: Raw -2545492.113585 + Penalty 3248.751313 = -2542243.362272
  nChanged 37
		SP:Iteration 25Q (132059.850000 sec): 3 clusters
  Score: Raw -2545495.550607 + Penalty 3248.751313 = -2542246.799294
  nChanged 40
		SP:Iteration 26Q (132060.150000 sec): 3 clusters
  Score: Raw -2545499.104445 + Penalty 3248.751313 = -2542250.353131
  nChanged 37
		SP:Iteration 27Q (132060.500000 sec): 3 clusters
  Score: Raw -2545502.260109 + Penalty 3248.751313 = -2542253.508796
  nChanged 38
		SP:Iteration 28Q (132060.800000 sec): 3 clusters
  Score: Raw -2545505.207452 + Penalty 3248.751313 = -2542256.456138
  nChanged 32
		SP:Iteration 29Q (132061.140000 sec): 3 clusters
  Score: Raw -2545507.460613 + Penalty 3248.751313 = -2542258.709299
  nChanged 28
		SP:Iteration 30Q (132061.450000 sec): 3 clusters
  Score: Raw -2545509.344309 + Penalty 3248.751313 = -2542260.592996
  nChanged 29
		SP:Iteration 31Q (132061.800000 sec): 3 clusters
  Score: Raw -2545512.138984 + Penalty 3248.751313 = -2542263.387670
  nChanged 37
		SP:Iteration 32Q (132062.100000 sec): 3 clusters
  Score: Raw -2545515.349840 + Penalty 3248.751313 = -2542266.598527
  nChanged 34
		SP:Iteration 33Q (132062.440000 sec): 3 clusters
  Score: Raw -2545518.211426 + Penalty 3248.751313 = -2542269.460112
  nChanged 32
		SP:Iteration 34Q (132062.750000 sec): 3 clusters
  Score: Raw -2545520.330265 + Penalty 3248.751313 = -2542271.578952
  nChanged 24
		SP:Iteration 35Q (132063.100000 sec): 3 clusters
  Score: Raw -2545521.770987 + Penalty 3248.751313 = -2542273.019674
  nChanged 25
		SP:Iteration 36Q (132063.400000 sec): 3 clusters
  Score: Raw -2545523.249492 + Penalty 3248.751313 = -2542274.498179
  nChanged 22
		SP:Iteration 37Q (132063.740000 sec): 3 clusters
  Score: Raw -2545524.468066 + Penalty 3248.751313 = -2542275.716752
  nChanged 13
		SP:Iteration 38Q (132064.030000 sec): 3 clusters
  Score: Raw -2545525.245886 + Penalty 3248.751313 = -2542276.494572
  nChanged 11
		SP:Iteration 39Q (132064.350000 sec): 3 clusters
  Score: Raw -2545525.952248 + Penalty 3248.751313 = -2542277.200935
  nChanged 13
		SP:Iteration 40F (132064.650000 sec): 3 clusters
  Score: Raw -2545526.927033 + Penalty 3248.751313 = -2542278.175720
  nChanged 16
		SP:Iteration 41Q (132064.980000 sec): 3 clusters
  Score: Raw -2545527.836485 + Penalty 3248.751313 = -2542279.085171
  nChanged 13
		SP:Iteration 42Q (132065.280000 sec): 3 clusters
  Score: Raw -2545528.563431 + Penalty 3248.751313 = -2542279.812118
  nChanged 11
		SP:Iteration 43Q (132065.630000 sec): 3 clusters
  Score: Raw -2545529.086950 + Penalty 3248.751313 = -2542280.335637
  nChanged 9
		SP:Iteration 44Q (132065.930000 sec): 3 clusters
  Score: Raw -2545529.411122 + Penalty 3248.751313 = -2542280.659808
  nChanged 9
		SP:Iteration 45Q (132066.270000 sec): 3 clusters
  Score: Raw -2545530.098635 + Penalty 3248.751313 = -2542281.347322
  nChanged 16
		SP:Iteration 46Q (132066.570000 sec): 3 clusters
  Score: Raw -2545531.055193 + Penalty 3248.751313 = -2542282.303880
  nChanged 16
		SP:Iteration 47Q (132066.910000 sec): 3 clusters
  Score: Raw -2545531.781621 + Penalty 3248.751313 = -2542283.030308
  nChanged 11
		SP:Iteration 48Q (132067.190000 sec): 3 clusters
  Score: Raw -2545532.318577 + Penalty 3248.751313 = -2542283.567264
  nChanged 10
		SP:Iteration 49Q (132067.530000 sec): 3 clusters
  Score: Raw -2545532.849713 + Penalty 3248.751313 = -2542284.098400
  nChanged 8
		SP:Iteration 50Q (132067.770000 sec): 3 clusters
  Score: Raw -2545533.135295 + Penalty 3248.751313 = -2542284.383981
  nChanged 5
		SP:Iteration 51Q (132068.020000 sec): 3 clusters
  Score: Raw -2545533.397816 + Penalty 3248.751313 = -2542284.646502
  nChanged 10
		SP:Iteration 52Q (132068.400000 sec): 3 clusters
  Score: Raw -2545533.907712 + Penalty 3248.751313 = -2542285.156398
  nChanged 7
		SP:Iteration 53Q (132068.740000 sec): 3 clusters
  Score: Raw -2545534.094500 + Penalty 3248.751313 = -2542285.343187
  nChanged 2
		SP:Iteration 54Q (132069.090000 sec): 3 clusters
  Score: Raw -2545534.173545 + Penalty 3248.751313 = -2542285.422232
  nChanged 2
		SP:Iteration 55Q (132069.430000 sec): 3 clusters
  Score: Raw -2545534.279613 + Penalty 3248.751313 = -2542285.528299
  nChanged 3
		SP:Iteration 56Q (132069.780000 sec): 3 clusters
  Score: Raw -2545534.480264 + Penalty 3248.751313 = -2542285.728950
  nChanged 4
		SP:Iteration 57Q (132070.120000 sec): 3 clusters
  Score: Raw -2545534.646632 + Penalty 3248.751313 = -2542285.895319
  nChanged 4
		SP:Iteration 58Q (132070.470000 sec): 3 clusters
  Score: Raw -2545534.903696 + Penalty 3248.751313 = -2542286.152382
  nChanged 5
		SP:Iteration 59Q (132070.820000 sec): 3 clusters
  Score: Raw -2545535.176501 + Penalty 3248.751313 = -2542286.425187
  nChanged 6
		SP:Iteration 60F (132071.160000 sec): 3 clusters
  Score: Raw -2545535.488710 + Penalty 3248.751313 = -2542286.737397
  nChanged 6
		SP:Iteration 61Q (132071.480000 sec): 3 clusters
  Score: Raw -2545535.774559 + Penalty 3248.751313 = -2542287.023245
  nChanged 5
		SP:Iteration 62Q (132071.820000 sec): 3 clusters
  Score: Raw -2545536.003212 + Penalty 3248.751313 = -2542287.251899
  nChanged 2
		SP:Iteration 63Q (132072.120000 sec): 3 clusters
  Score: Raw -2545536.046175 + Penalty 3248.751313 = -2542287.294861
  nChanged 2
		SP:Iteration 64Q (132072.470000 sec): 3 clusters
  Score: Raw -2545536.161277 + Penalty 3248.751313 = -2542287.409964
  nChanged 3
		SP:Iteration 65Q (132072.720000 sec): 3 clusters
  Score: Raw -2545536.298592 + Penalty 3248.751313 = -2542287.547279
  nChanged 3
		SP:Iteration 66Q (132073.040000 sec): 3 clusters
  Score: Raw -2545536.463029 + Penalty 3248.751313 = -2542287.711716
  nChanged 8
		SP:Iteration 67Q (132073.390000 sec): 3 clusters
  Score: Raw -2545536.927043 + Penalty 3248.751313 = -2542288.175729
  nChanged 7
		SP:Iteration 68Q (132073.720000 sec): 3 clusters
  Score: Raw -2545537.173129 + Penalty 3248.751313 = -2542288.421816
  nChanged 5
		SP:Iteration 69Q (132074.030000 sec): 3 clusters
  Score: Raw -2545537.409820 + Penalty 3248.751313 = -2542288.658506
  nChanged 5
		SP:Iteration 70Q (132074.380000 sec): 3 clusters
  Score: Raw -2545537.606438 + Penalty 3248.751313 = -2542288.855125
  nChanged 6
		SP:Iteration 71Q (132074.680000 sec): 3 clusters
  Score: Raw -2545537.869973 + Penalty 3248.751313 = -2542289.118660
  nChanged 8
		SP:Iteration 72Q (132075.020000 sec): 3 clusters
  Score: Raw -2545538.310558 + Penalty 3248.751313 = -2542289.559244
  nChanged 7
		SP:Iteration 73Q (132075.320000 sec): 3 clusters
  Score: Raw -2545538.610703 + Penalty 3248.751313 = -2542289.859390
  nChanged 4
		SP:Iteration 74Q (132075.670000 sec): 3 clusters
  Score: Raw -2545538.834523 + Penalty 3248.751313 = -2542290.083210
  nChanged 8
		SP:Iteration 75Q (132076.020000 sec): 3 clusters
  Score: Raw -2545539.283764 + Penalty 3248.751313 = -2542290.532450
  nChanged 6
		SP:Iteration 76Q (132076.270000 sec): 3 clusters
  Score: Raw -2545539.552826 + Penalty 3248.751313 = -2542290.801513
  nChanged 5
		SP:Iteration 77Q (132076.510000 sec): 3 clusters
  Score: Raw -2545539.782444 + Penalty 3248.751313 = -2542291.031131
  nChanged 4
		SP:Iteration 78Q (132076.880000 sec): 3 clusters
  Score: Raw -2545539.953744 + Penalty 3248.751313 = -2542291.202430
  nChanged 2
		SP:Iteration 79Q (132077.240000 sec): 3 clusters
  Score: Raw -2545540.010913 + Penalty 3248.751313 = -2542291.259599
  nChanged 3
		SP:Iteration 80F (132077.590000 sec): 3 clusters
  Score: Raw -2545540.142082 + Penalty 3248.751313 = -2542291.390769
  nChanged 6
		SP:Iteration 81Q (132077.930000 sec): 3 clusters
  Score: Raw -2545540.371920 + Penalty 3248.751313 = -2542291.620607
  nChanged 5
		SP:Iteration 82Q (132078.220000 sec): 3 clusters
  Score: Raw -2545540.620152 + Penalty 3248.751313 = -2542291.868839
  nChanged 4
		SP:Iteration 83Q (132078.570000 sec): 3 clusters
  Score: Raw -2545540.746268 + Penalty 3248.751313 = -2542291.994954
  nChanged 2
		SP:Iteration 84Q (132078.870000 sec): 3 clusters
  Score: Raw -2545540.820094 + Penalty 3248.751313 = -2542292.068780
  nChanged 1
		SP:Iteration 85Q (132079.210000 sec): 3 clusters
  Score: Raw -2545540.853478 + Penalty 3248.751313 = -2542292.102165
  nChanged 1
		SP:Iteration 86Q (132079.510000 sec): 3 clusters
  Score: Raw -2545540.876609 + Penalty 3248.751313 = -2542292.125296
  nChanged 0
		SP:Iteration 87F (132079.890000 sec): 3 clusters
  Score: Raw -2545540.876609 + Penalty 3248.751313 = -2542292.125296
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 47 (1163 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (132079.940000 sec): 2 clusters
  Score: Raw -151799.427477 + Penalty 1147.048200 = -150652.379277
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (132080.110000 sec): 3 clusters
  Score: Raw -151471.063232 + Penalty 2294.096400 = -149176.966832
  nChanged 353
		SP:Iteration 1F (132080.290000 sec): 3 clusters
  Score: Raw -151806.782342 + Penalty 2294.096400 = -149512.685942
  nChanged 89
		SP:Iteration 2F (132080.470000 sec): 3 clusters
  Score: Raw -151896.594271 + Penalty 2294.096400 = -149602.497872
  nChanged 53
		SP:Iteration 3Q (132080.640000 sec): 3 clusters
  Score: Raw -151948.657435 + Penalty 2294.096400 = -149654.561035
  nChanged 38
		SP:Iteration 4Q (132080.820000 sec): 3 clusters
  Score: Raw -151988.477112 + Penalty 2294.096400 = -149694.380712
  nChanged 29
		SP:Iteration 5Q (132080.990000 sec): 3 clusters
  Score: Raw -152010.323024 + Penalty 2294.096400 = -149716.226625
  nChanged 27
		SP:Iteration 6Q (132081.170000 sec): 3 clusters
  Score: Raw -152036.543534 + Penalty 2294.096400 = -149742.447134
  nChanged 20
		SP:Iteration 7Q (132081.350000 sec): 3 clusters
  Score: Raw -152056.762697 + Penalty 2294.096400 = -149762.666298
  nChanged 12
		SP:Iteration 8Q (132081.520000 sec): 3 clusters
  Score: Raw -152067.620515 + Penalty 2294.096400 = -149773.524115
  nChanged 11
		SP:Iteration 9Q (132081.700000 sec): 3 clusters
  Score: Raw -152078.398034 + Penalty 2294.096400 = -149784.301635
  nChanged 14
		SP:Iteration 10Q (132081.870000 sec): 3 clusters
  Score: Raw -152093.640303 + Penalty 2294.096400 = -149799.543904
  nChanged 13
		SP:Iteration 11Q (132082.050000 sec): 3 clusters
  Score: Raw -152104.252868 + Penalty 2294.096400 = -149810.156468
  nChanged 11
		SP:Iteration 12Q (132082.230000 sec): 3 clusters
  Score: Raw -152122.522086 + Penalty 2294.096400 = -149828.425687
  nChanged 6
		SP:Iteration 13Q (132082.400000 sec): 3 clusters
  Score: Raw -152134.806978 + Penalty 2294.096400 = -149840.710578
  nChanged 11
		SP:Iteration 14Q (132082.580000 sec): 3 clusters
  Score: Raw -152150.864651 + Penalty 2294.096400 = -149856.768251
  nChanged 10
		SP:Iteration 15Q (132082.750000 sec): 3 clusters
  Score: Raw -152158.629516 + Penalty 2294.096400 = -149864.533117
  nChanged 5
		SP:Iteration 16Q (132082.930000 sec): 3 clusters
  Score: Raw -152161.447265 + Penalty 2294.096400 = -149867.350866
  nChanged 3
		SP:Iteration 17Q (132083.110000 sec): 3 clusters
  Score: Raw -152164.356631 + Penalty 2294.096400 = -149870.260231
  nChanged 4
		SP:Iteration 18Q (132083.280000 sec): 3 clusters
  Score: Raw -152168.623512 + Penalty 2294.096400 = -149874.527112
  nChanged 2
		SP:Iteration 19Q (132083.460000 sec): 3 clusters
  Score: Raw -152170.520728 + Penalty 2294.096400 = -149876.424329
  nChanged 2
		SP:Iteration 20F (132083.630000 sec): 3 clusters
  Score: Raw -152171.405150 + Penalty 2294.096400 = -149877.308751
  nChanged 1
		SP:Iteration 21Q (132083.810000 sec): 3 clusters
  Score: Raw -152172.239948 + Penalty 2294.096400 = -149878.143548
  nChanged 4
		SP:Iteration 22Q (132083.990000 sec): 3 clusters
  Score: Raw -152174.391493 + Penalty 2294.096400 = -149880.295093
  nChanged 1
		SP:Iteration 23Q (132084.160000 sec): 3 clusters
  Score: Raw -152174.746560 + Penalty 2294.096400 = -149880.650161
  nChanged 1
		SP:Iteration 24Q (132084.340000 sec): 3 clusters
  Score: Raw -152175.061898 + Penalty 2294.096400 = -149880.965498
  nChanged 1
		SP:Iteration 25Q (132084.510000 sec): 3 clusters
  Score: Raw -152175.417291 + Penalty 2294.096400 = -149881.320892
  nChanged 1
		SP:Iteration 26Q (132084.690000 sec): 3 clusters
  Score: Raw -152176.184707 + Penalty 2294.096400 = -149882.088307
  nChanged 3
		SP:Iteration 27Q (132084.860000 sec): 3 clusters
  Score: Raw -152180.362841 + Penalty 2294.096400 = -149886.266441
  nChanged 4
		SP:Iteration 28Q (132085.040000 sec): 3 clusters
  Score: Raw -152186.125559 + Penalty 2294.096400 = -149892.029159
  nChanged 5
		SP:Iteration 29Q (132085.210000 sec): 3 clusters
  Score: Raw -152190.041688 + Penalty 2294.096400 = -149895.945288
  nChanged 0
		SP:Iteration 30F (132085.390000 sec): 3 clusters
  Score: Raw -152190.041688 + Penalty 2294.096400 = -149895.945288
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 48 (212 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (132085.480000 sec): 2 clusters
  Score: Raw -15979.779597 + Penalty 870.445270 = -15109.334328
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (132085.650000 sec): 3 clusters
  Score: Raw -16112.206855 + Penalty 1740.890539 = -14371.316315
  nChanged 40
		SP:Iteration 1F (132085.830000 sec): 3 clusters
  Score: Raw -16246.132763 + Penalty 1740.890539 = -14505.242224
  nChanged 10
		SP:Iteration 2Q (132086.010000 sec): 3 clusters
  Score: Raw -16283.041061 + Penalty 1740.890539 = -14542.150522
  nChanged 4
		SP:Iteration 3Q (132086.180000 sec): 3 clusters
  Score: Raw -16289.868939 + Penalty 1740.890539 = -14548.978400
  nChanged 1
		SP:Iteration 4Q (132086.360000 sec): 3 clusters
  Score: Raw -16292.959595 + Penalty 1740.890539 = -14552.069056
  nChanged 1
		SP:Iteration 5Q (132086.530000 sec): 3 clusters
  Score: Raw -16293.702206 + Penalty 1740.890539 = -14552.811667
  nChanged 1
		SP:Iteration 6Q (132086.710000 sec): 3 clusters
  Score: Raw -16295.382637 + Penalty 1740.890539 = -14554.492098
  nChanged 0
		SP:Iteration 7F (132086.890000 sec): 3 clusters
  Score: Raw -16295.382637 + Penalty 1740.890539 = -14554.492098
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 49 (17285 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (132087.100000 sec): 2 clusters
  Score: Raw -2087796.258724 + Penalty 1585.609082 = -2086210.649642
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (132087.400000 sec): 3 clusters
  Score: Raw -2077458.808123 + Penalty 3171.218165 = -2074287.589959
  nChanged 7831
		SP:Iteration 1F (132087.690000 sec): 3 clusters
  Score: Raw -2081739.182629 + Penalty 3171.218165 = -2078567.964464
  nChanged 996
		SP:Iteration 2F (132088.030000 sec): 3 clusters
  Score: Raw -2082166.561607 + Penalty 3171.218165 = -2078995.343442
  nChanged 924
		SP:Iteration 3F (132088.250000 sec): 3 clusters
  Score: Raw -2082580.019893 + Penalty 3171.218165 = -2079408.801729
  nChanged 943
		SP:Iteration 4F (132088.530000 sec): 3 clusters
  Score: Raw -2083063.068832 + Penalty 3171.218165 = -2079891.850668
  nChanged 913
		SP:Iteration 5F (132088.870000 sec): 3 clusters
  Score: Raw -2083639.883326 + Penalty 3171.218165 = -2080468.665162
  nChanged 969
		SP:Iteration 6F (132089.130000 sec): 3 clusters
  Score: Raw -2084371.990254 + Penalty 3171.218165 = -2081200.772090
  nChanged 1062
		SP:Iteration 7F (132089.410000 sec): 3 clusters
  Score: Raw -2085157.926398 + Penalty 3171.218165 = -2081986.708234
  nChanged 1068
		SP:Iteration 8F (132089.750000 sec): 3 clusters
  Score: Raw -2085911.274306 + Penalty 3171.218165 = -2082740.056141
  nChanged 961
		SP:Iteration 9F (132090.040000 sec): 3 clusters
  Score: Raw -2086538.308697 + Penalty 3171.218165 = -2083367.090533
  nChanged 774
		SP:Iteration 10Q (132090.330000 sec): 3 clusters
  Score: Raw -2087045.050544 + Penalty 3171.218165 = -2083873.832379
  nChanged 634
		SP:Iteration 11Q (132090.630000 sec): 3 clusters
  Score: Raw -2087443.569920 + Penalty 3171.218165 = -2084272.351756
  nChanged 513
		SP:Iteration 12Q (132090.930000 sec): 3 clusters
  Score: Raw -2087725.356059 + Penalty 3171.218165 = -2084554.137895
  nChanged 411
		SP:Iteration 13Q (132091.230000 sec): 3 clusters
  Score: Raw -2087943.108393 + Penalty 3171.218165 = -2084771.890228
  nChanged 333
		SP:Iteration 14Q (132091.530000 sec): 3 clusters
  Score: Raw -2088125.678636 + Penalty 3171.218165 = -2084954.460472
  nChanged 271
		SP:Iteration 15Q (132091.830000 sec): 3 clusters
  Score: Raw -2088242.985593 + Penalty 3171.218165 = -2085071.767429
  nChanged 217
		SP:Iteration 16Q (132092.170000 sec): 3 clusters
  Score: Raw -2088324.222670 + Penalty 3171.218165 = -2085153.004505
  nChanged 194
		SP:Iteration 17Q (132092.430000 sec): 3 clusters
  Score: Raw -2088397.979429 + Penalty 3171.218165 = -2085226.761264
  nChanged 197
		SP:Iteration 18Q (132092.730000 sec): 3 clusters
  Score: Raw -2088487.688197 + Penalty 3171.218165 = -2085316.470032
  nChanged 200
		SP:Iteration 19Q (132093.050000 sec): 3 clusters
  Score: Raw -2088580.229372 + Penalty 3171.218165 = -2085409.011208
  nChanged 186
		SP:Iteration 20F (132093.340000 sec): 3 clusters
  Score: Raw -2088669.501383 + Penalty 3171.218165 = -2085498.283219
  nChanged 183
		SP:Iteration 21Q (132093.640000 sec): 3 clusters
  Score: Raw -2088764.087867 + Penalty 3171.218165 = -2085592.869702
  nChanged 197
		SP:Iteration 22Q (132093.880000 sec): 3 clusters
  Score: Raw -2088868.196533 + Penalty 3171.218165 = -2085696.978369
  nChanged 182
		SP:Iteration 23Q (132094.190000 sec): 3 clusters
  Score: Raw -2088973.775894 + Penalty 3171.218165 = -2085802.557729
  nChanged 158
		SP:Iteration 24Q (132094.450000 sec): 3 clusters
  Score: Raw -2089058.834142 + Penalty 3171.218165 = -2085887.615978
  nChanged 126
		SP:Iteration 25Q (132094.750000 sec): 3 clusters
  Score: Raw -2089107.700894 + Penalty 3171.218165 = -2085936.482730
  nChanged 84
		SP:Iteration 26Q (132095.040000 sec): 3 clusters
  Score: Raw -2089129.753216 + Penalty 3171.218165 = -2085958.535052
  nChanged 67
		SP:Iteration 27Q (132095.340000 sec): 3 clusters
  Score: Raw -2089144.477789 + Penalty 3171.218165 = -2085973.259624
  nChanged 67
		SP:Iteration 28Q (132095.640000 sec): 3 clusters
  Score: Raw -2089160.296492 + Penalty 3171.218165 = -2085989.078328
  nChanged 63
		SP:Iteration 29Q (132095.940000 sec): 3 clusters
  Score: Raw -2089173.774864 + Penalty 3171.218165 = -2086002.556700
  nChanged 58
		SP:Iteration 30Q (132096.230000 sec): 3 clusters
  Score: Raw -2089187.711941 + Penalty 3171.218165 = -2086016.493777
  nChanged 61
		SP:Iteration 31Q (132096.530000 sec): 3 clusters
  Score: Raw -2089201.858683 + Penalty 3171.218165 = -2086030.640519
  nChanged 53
		SP:Iteration 32Q (132096.790000 sec): 3 clusters
  Score: Raw -2089212.269966 + Penalty 3171.218165 = -2086041.051801
  nChanged 32
		SP:Iteration 33Q (132097.080000 sec): 3 clusters
  Score: Raw -2089217.427880 + Penalty 3171.218165 = -2086046.209716
  nChanged 19
		SP:Iteration 34Q (132097.380000 sec): 3 clusters
  Score: Raw -2089219.350880 + Penalty 3171.218165 = -2086048.132716
  nChanged 6
		SP:Iteration 35Q (132097.680000 sec): 3 clusters
  Score: Raw -2089219.766616 + Penalty 3171.218165 = -2086048.548451
  nChanged 3
		SP:Iteration 36Q (132097.970000 sec): 3 clusters
  Score: Raw -2089220.134179 + Penalty 3171.218165 = -2086048.916015
  nChanged 7
		SP:Iteration 37Q (132098.270000 sec): 3 clusters
  Score: Raw -2089220.679317 + Penalty 3171.218165 = -2086049.461152
  nChanged 5
		SP:Iteration 38Q (132098.570000 sec): 3 clusters
  Score: Raw -2089221.190693 + Penalty 3171.218165 = -2086049.972529
  nChanged 5
		SP:Iteration 39Q (132098.870000 sec): 3 clusters
  Score: Raw -2089221.959872 + Penalty 3171.218165 = -2086050.741708
  nChanged 5
		SP:Iteration 40F (132099.170000 sec): 3 clusters
  Score: Raw -2089222.493666 + Penalty 3171.218165 = -2086051.275502
  nChanged 5
		SP:Iteration 41Q (132099.470000 sec): 3 clusters
  Score: Raw -2089222.960967 + Penalty 3171.218165 = -2086051.742803
  nChanged 4
		SP:Iteration 42Q (132099.770000 sec): 3 clusters
  Score: Raw -2089223.234239 + Penalty 3171.218165 = -2086052.016075
  nChanged 1
		SP:Iteration 43Q (132100.070000 sec): 3 clusters
  Score: Raw -2089223.314346 + Penalty 3171.218165 = -2086052.096182
  nChanged 0
		SP:Iteration 44F (132100.370000 sec): 3 clusters
  Score: Raw -2089223.314346 + Penalty 3171.218165 = -2086052.096182
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 50 (521 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (132100.460000 sec): 2 clusters
  Score: Raw -63580.827223 + Penalty 1016.559382 = -62564.267841
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (132100.470000 sec): 3 clusters
  Score: Raw -63514.194312 + Penalty 2033.118764 = -61481.075549
  nChanged 107
		SP:Iteration 1F (132100.490000 sec): 3 clusters
  Score: Raw -63658.789609 + Penalty 2033.118764 = -61625.670846
  nChanged 21
		SP:Iteration 2Q (132100.510000 sec): 3 clusters
  Score: Raw -63683.043647 + Penalty 2033.118764 = -61649.924884
  nChanged 9
		SP:Iteration 3Q (132100.520000 sec): 3 clusters
  Score: Raw -63695.433113 + Penalty 2033.118764 = -61662.314349
  nChanged 6
		SP:Iteration 4Q (132100.540000 sec): 3 clusters
  Score: Raw -63707.573951 + Penalty 2033.118764 = -61674.455188
  nChanged 6
		SP:Iteration 5Q (132100.550000 sec): 3 clusters
  Score: Raw -63714.692686 + Penalty 2033.118764 = -61681.573922
  nChanged 2
		SP:Iteration 6Q (132100.570000 sec): 3 clusters
  Score: Raw -63716.653724 + Penalty 2033.118764 = -61683.534961
  nChanged 1
		SP:Iteration 7Q (132100.580000 sec): 3 clusters
  Score: Raw -63718.462516 + Penalty 2033.118764 = -61685.343752
  nChanged 0
		SP:Iteration 8F (132100.600000 sec): 3 clusters
  Score: Raw -63718.462516 + Penalty 2033.118764 = -61685.343752
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 51 (13355 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (132100.750000 sec): 2 clusters
  Score: Raw -1693070.666700 + Penalty 1543.692495 = -1691526.974204
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (132101.070000 sec): 3 clusters
  Score: Raw -1685261.963234 + Penalty 3087.384991 = -1682174.578243
  nChanged 5923
		SP:Iteration 1F (132101.360000 sec): 3 clusters
  Score: Raw -1688501.464145 + Penalty 3087.384991 = -1685414.079154
  nChanged 751
		SP:Iteration 2F (132101.540000 sec): 3 clusters
  Score: Raw -1688809.762192 + Penalty 3087.384991 = -1685722.377202
  nChanged 705
		SP:Iteration 3F (132101.830000 sec): 3 clusters
  Score: Raw -1689094.458499 + Penalty 3087.384991 = -1686007.073508
  nChanged 654
		SP:Iteration 4Q (132102.160000 sec): 3 clusters
  Score: Raw -1689395.520174 + Penalty 3087.384991 = -1686308.135183
  nChanged 681
		SP:Iteration 5F (132102.420000 sec): 3 clusters
  Score: Raw -1689765.242437 + Penalty 3087.384991 = -1686677.857447
  nChanged 715
		SP:Iteration 6F (132102.660000 sec): 3 clusters
  Score: Raw -1690210.424664 + Penalty 3087.384991 = -1687123.039673
  nChanged 779
		SP:Iteration 7F (132102.870000 sec): 3 clusters
  Score: Raw -1690759.083057 + Penalty 3087.384991 = -1687671.698066
  nChanged 794
		SP:Iteration 8F (132103.120000 sec): 3 clusters
  Score: Raw -1691385.097528 + Penalty 3087.384991 = -1688297.712538
  nChanged 730
		SP:Iteration 9F (132103.360000 sec): 3 clusters
  Score: Raw -1692015.594093 + Penalty 3087.384991 = -1688928.209102
  nChanged 551
		SP:Iteration 10Q (132103.590000 sec): 3 clusters
  Score: Raw -1692499.902323 + Penalty 3087.384991 = -1689412.517332
  nChanged 356
		SP:Iteration 11Q (132103.770000 sec): 3 clusters
  Score: Raw -1692802.331494 + Penalty 3087.384991 = -1689714.946503
  nChanged 203
		SP:Iteration 12Q (132103.940000 sec): 3 clusters
  Score: Raw -1692987.030808 + Penalty 3087.384991 = -1689899.645817
  nChanged 113
		SP:Iteration 13Q (132104.140000 sec): 3 clusters
  Score: Raw -1693102.248867 + Penalty 3087.384991 = -1690014.863876
  nChanged 68
		SP:Iteration 14Q (132104.420000 sec): 3 clusters
  Score: Raw -1693178.294325 + Penalty 3087.384991 = -1690090.909334
  nChanged 32
		SP:Iteration 15Q (132104.580000 sec): 3 clusters
  Score: Raw -1693221.887704 + Penalty 3087.384991 = -1690134.502713
  nChanged 19
		SP:Iteration 16Q (132104.800000 sec): 3 clusters
  Score: Raw -1693245.664238 + Penalty 3087.384991 = -1690158.279247
  nChanged 12
		SP:Iteration 17Q (132105.040000 sec): 3 clusters
  Score: Raw -1693262.322055 + Penalty 3087.384991 = -1690174.937064
  nChanged 7
		SP:Iteration 18Q (132105.290000 sec): 3 clusters
  Score: Raw -1693275.402107 + Penalty 3087.384991 = -1690188.017116
  nChanged 4
		SP:Iteration 19Q (132105.530000 sec): 3 clusters
  Score: Raw -1693281.242196 + Penalty 3087.384991 = -1690193.857205
  nChanged 3
		SP:Iteration 20F (132105.700000 sec): 3 clusters
  Score: Raw -1693284.385971 + Penalty 3087.384991 = -1690197.000980
  nChanged 3
		SP:Iteration 21Q (132106.000000 sec): 3 clusters
  Score: Raw -1693287.556809 + Penalty 3087.384991 = -1690200.171818
  nChanged 0
		SP:Iteration 22F (132106.290000 sec): 3 clusters
  Score: Raw -1693287.556809 + Penalty 3087.384991 = -1690200.171818
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 52 (149 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (132106.350000 sec): 2 clusters
  Score: Raw -12108.352607 + Penalty 813.141275 = -11295.211332
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (132106.520000 sec): 3 clusters
  Score: Raw -12265.238392 + Penalty 1626.282549 = -10638.955842
  nChanged 18
		SP:Iteration 1F (132106.700000 sec): 3 clusters
  Score: Raw -12359.744511 + Penalty 1626.282549 = -10733.461962
  nChanged 6
		SP:Iteration 2Q (132106.880000 sec): 3 clusters
  Score: Raw -12391.658028 + Penalty 1626.282549 = -10765.375478
  nChanged 0
		SP:Iteration 3F (132107.050000 sec): 3 clusters
  Score: Raw -12391.658028 + Penalty 1626.282549 = -10765.375478
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 53 (316 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (132107.140000 sec): 2 clusters
  Score: Raw -35791.683634 + Penalty 935.308110 = -34856.375524
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (132107.310000 sec): 3 clusters
  Score: Raw -35817.532611 + Penalty 1870.616219 = -33946.916392
  nChanged 51
		SP:Iteration 1F (132107.490000 sec): 3 clusters
  Score: Raw -35933.616782 + Penalty 1870.616219 = -34063.000563
  nChanged 17
		SP:Iteration 2F (132107.660000 sec): 3 clusters
  Score: Raw -35976.247706 + Penalty 1870.616219 = -34105.631486
  nChanged 3
		SP:Iteration 3Q (132107.840000 sec): 3 clusters
  Score: Raw -35985.856120 + Penalty 1870.616219 = -34115.239900
  nChanged 2
		SP:Iteration 4Q (132108.020000 sec): 3 clusters
  Score: Raw -35988.639223 + Penalty 1870.616219 = -34118.023004
  nChanged 1
		SP:Iteration 5Q (132108.190000 sec): 3 clusters
  Score: Raw -35992.812448 + Penalty 1870.616219 = -34122.196229
  nChanged 0
		SP:Iteration 6F (132108.370000 sec): 3 clusters
  Score: Raw -35992.812448 + Penalty 1870.616219 = -34122.196229
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 54 (2268 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (132108.480000 sec): 2 clusters
  Score: Raw -253849.630895 + Penalty 1255.581221 = -252594.049674
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (132108.670000 sec): 3 clusters
  Score: Raw -252862.209465 + Penalty 2511.162441 = -250351.047024
  nChanged 817
		SP:Iteration 1F (132108.840000 sec): 3 clusters
  Score: Raw -253493.682341 + Penalty 2511.162441 = -250982.519900
  nChanged 222
		SP:Iteration 2F (132109.020000 sec): 3 clusters
  Score: Raw -253837.528028 + Penalty 2511.162441 = -251326.365587
  nChanged 212
		SP:Iteration 3F (132109.200000 sec): 3 clusters
  Score: Raw -254127.687109 + Penalty 2511.162441 = -251616.524668
  nChanged 161
		SP:Iteration 4F (132109.370000 sec): 3 clusters
  Score: Raw -254310.547156 + Penalty 2511.162441 = -251799.384715
  nChanged 119
		SP:Iteration 5F (132109.540000 sec): 3 clusters
  Score: Raw -254463.991584 + Penalty 2511.162441 = -251952.829143
  nChanged 120
		SP:Iteration 6F (132109.710000 sec): 3 clusters
  Score: Raw -254609.157692 + Penalty 2511.162441 = -252097.995251
  nChanged 80
		SP:Iteration 7Q (132109.890000 sec): 3 clusters
  Score: Raw -254735.162240 + Penalty 2511.162441 = -252223.999799
  nChanged 64
		SP:Iteration 8Q (132110.060000 sec): 3 clusters
  Score: Raw -254809.254934 + Penalty 2511.162441 = -252298.092493
  nChanged 41
		SP:Iteration 9Q (132110.200000 sec): 3 clusters
  Score: Raw -254841.111626 + Penalty 2511.162441 = -252329.949185
  nChanged 25
		SP:Iteration 10Q (132110.250000 sec): 3 clusters
  Score: Raw -254856.403606 + Penalty 2511.162441 = -252345.241165
  nChanged 13
		SP:Iteration 11Q (132110.290000 sec): 3 clusters
  Score: Raw -254866.361102 + Penalty 2511.162441 = -252355.198660
  nChanged 16
		SP:Iteration 12Q (132110.340000 sec): 3 clusters
  Score: Raw -254881.075367 + Penalty 2511.162441 = -252369.912926
  nChanged 13
		SP:Iteration 13Q (132110.380000 sec): 3 clusters
  Score: Raw -254894.863063 + Penalty 2511.162441 = -252383.700622
  nChanged 12
		SP:Iteration 14Q (132110.420000 sec): 3 clusters
  Score: Raw -254911.235170 + Penalty 2511.162441 = -252400.072729
  nChanged 14
		SP:Iteration 15Q (132110.470000 sec): 3 clusters
  Score: Raw -254932.760947 + Penalty 2511.162441 = -252421.598506
  nChanged 11
		SP:Iteration 16Q (132110.510000 sec): 3 clusters
  Score: Raw -254943.817313 + Penalty 2511.162441 = -252432.654872
  nChanged 10
		SP:Iteration 17Q (132110.550000 sec): 3 clusters
  Score: Raw -254951.049092 + Penalty 2511.162441 = -252439.886651
  nChanged 7
		SP:Iteration 18Q (132110.590000 sec): 3 clusters
  Score: Raw -254955.448101 + Penalty 2511.162441 = -252444.285660
  nChanged 7
		SP:Iteration 19Q (132110.640000 sec): 3 clusters
  Score: Raw -254961.662643 + Penalty 2511.162441 = -252450.500202
  nChanged 3
		SP:Iteration 20F (132110.680000 sec): 3 clusters
  Score: Raw -254963.545840 + Penalty 2511.162441 = -252452.383398
  nChanged 2
		SP:Iteration 21Q (132110.720000 sec): 3 clusters
  Score: Raw -254964.603682 + Penalty 2511.162441 = -252453.441241
  nChanged 2
		SP:Iteration 22Q (132110.770000 sec): 3 clusters
  Score: Raw -254965.985453 + Penalty 2511.162441 = -252454.823011
  nChanged 1
		SP:Iteration 23Q (132110.810000 sec): 3 clusters
  Score: Raw -254966.308824 + Penalty 2511.162441 = -252455.146383
  nChanged 0
		SP:Iteration 24F (132110.850000 sec): 3 clusters
  Score: Raw -254966.308824 + Penalty 2511.162441 = -252455.146383
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 55 (8708 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (132110.970000 sec): 2 clusters
  Score: Raw -1046028.593563 + Penalty 1474.199581 = -1044554.393981
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (132111.180000 sec): 3 clusters
  Score: Raw -1041171.071868 + Penalty 2948.399162 = -1038222.672706
  nChanged 3699
		SP:Iteration 1F (132111.370000 sec): 3 clusters
  Score: Raw -1043147.686573 + Penalty 2948.399162 = -1040199.287411
  nChanged 482
		SP:Iteration 2F (132111.590000 sec): 3 clusters
  Score: Raw -1043335.150072 + Penalty 2948.399162 = -1040386.750910
  nChanged 396
		SP:Iteration 3Q (132111.790000 sec): 3 clusters
  Score: Raw -1043496.701083 + Penalty 2948.399162 = -1040548.301921
  nChanged 344
		SP:Iteration 4Q (132111.990000 sec): 3 clusters
  Score: Raw -1043655.345020 + Penalty 2948.399162 = -1040706.945858
  nChanged 340
		SP:Iteration 5Q (132112.180000 sec): 3 clusters
  Score: Raw -1043805.919229 + Penalty 2948.399162 = -1040857.520066
  nChanged 337
		SP:Iteration 6Q (132112.380000 sec): 3 clusters
  Score: Raw -1043971.854033 + Penalty 2948.399162 = -1041023.454871
  nChanged 354
		SP:Iteration 7Q (132112.560000 sec): 3 clusters
  Score: Raw -1044178.093038 + Penalty 2948.399162 = -1041229.693875
  nChanged 392
		SP:Iteration 8Q (132112.760000 sec): 3 clusters
  Score: Raw -1044429.221273 + Penalty 2948.399162 = -1041480.822111
  nChanged 387
		SP:Iteration 9Q (132112.950000 sec): 3 clusters
  Score: Raw -1044687.895768 + Penalty 2948.399162 = -1041739.496606
  nChanged 391
		SP:Iteration 10Q (132113.150000 sec): 3 clusters
  Score: Raw -1044943.388673 + Penalty 2948.399162 = -1041994.989511
  nChanged 366
		SP:Iteration 11Q (132113.340000 sec): 3 clusters
  Score: Raw -1045172.244753 + Penalty 2948.399162 = -1042223.845591
  nChanged 342
		SP:Iteration 12Q (132113.530000 sec): 3 clusters
  Score: Raw -1045346.186190 + Penalty 2948.399162 = -1042397.787027
  nChanged 298
		SP:Iteration 13Q (132113.730000 sec): 3 clusters
  Score: Raw -1045498.101516 + Penalty 2948.399162 = -1042549.702354
  nChanged 245
		SP:Iteration 14Q (132113.930000 sec): 3 clusters
  Score: Raw -1045616.363983 + Penalty 2948.399162 = -1042667.964821
  nChanged 238
		SP:Iteration 15Q (132114.120000 sec): 3 clusters
  Score: Raw -1045719.718536 + Penalty 2948.399162 = -1042771.319374
  nChanged 170
		SP:Iteration 16Q (132114.310000 sec): 3 clusters
  Score: Raw -1045782.624914 + Penalty 2948.399162 = -1042834.225752
  nChanged 129
		SP:Iteration 17Q (132114.510000 sec): 3 clusters
  Score: Raw -1045824.030698 + Penalty 2948.399162 = -1042875.631535
  nChanged 115
		SP:Iteration 18Q (132114.700000 sec): 3 clusters
  Score: Raw -1045866.964011 + Penalty 2948.399162 = -1042918.564849
  nChanged 107
		SP:Iteration 19Q (132114.900000 sec): 3 clusters
  Score: Raw -1045903.864741 + Penalty 2948.399162 = -1042955.465579
  nChanged 93
		SP:Iteration 20F (132115.090000 sec): 3 clusters
  Score: Raw -1045939.155170 + Penalty 2948.399162 = -1042990.756008
  nChanged 85
		SP:Iteration 21Q (132115.280000 sec): 3 clusters
  Score: Raw -1045975.013775 + Penalty 2948.399162 = -1043026.614613
  nChanged 86
		SP:Iteration 22Q (132115.480000 sec): 3 clusters
  Score: Raw -1046011.913927 + Penalty 2948.399162 = -1043063.514765
  nChanged 88
		SP:Iteration 23Q (132115.670000 sec): 3 clusters
  Score: Raw -1046046.069090 + Penalty 2948.399162 = -1043097.669928
  nChanged 87
		SP:Iteration 24Q (132115.800000 sec): 3 clusters
  Score: Raw -1046082.507097 + Penalty 2948.399162 = -1043134.107934
  nChanged 73
		SP:Iteration 25Q (132115.990000 sec): 3 clusters
  Score: Raw -1046110.109361 + Penalty 2948.399162 = -1043161.710199
  nChanged 67
		SP:Iteration 26Q (132116.180000 sec): 3 clusters
  Score: Raw -1046131.364810 + Penalty 2948.399162 = -1043182.965648
  nChanged 55
		SP:Iteration 27Q (132116.380000 sec): 3 clusters
  Score: Raw -1046146.602200 + Penalty 2948.399162 = -1043198.203038
  nChanged 43
		SP:Iteration 28Q (132116.570000 sec): 3 clusters
  Score: Raw -1046161.154930 + Penalty 2948.399162 = -1043212.755768
  nChanged 48
		SP:Iteration 29Q (132116.760000 sec): 3 clusters
  Score: Raw -1046174.732300 + Penalty 2948.399162 = -1043226.333138
  nChanged 40
		SP:Iteration 30Q (132116.960000 sec): 3 clusters
  Score: Raw -1046183.400180 + Penalty 2948.399162 = -1043235.001018
  nChanged 29
		SP:Iteration 31Q (132117.140000 sec): 3 clusters
  Score: Raw -1046191.322713 + Penalty 2948.399162 = -1043242.923551
  nChanged 37
		SP:Iteration 32Q (132117.340000 sec): 3 clusters
  Score: Raw -1046202.069072 + Penalty 2948.399162 = -1043253.669909
  nChanged 41
		SP:Iteration 33Q (132117.540000 sec): 3 clusters
  Score: Raw -1046212.095812 + Penalty 2948.399162 = -1043263.696650
  nChanged 29
		SP:Iteration 34Q (132117.770000 sec): 3 clusters
  Score: Raw -1046219.130208 + Penalty 2948.399162 = -1043270.731046
  nChanged 32
		SP:Iteration 35Q (132117.940000 sec): 3 clusters
  Score: Raw -1046225.922591 + Penalty 2948.399162 = -1043277.523429
  nChanged 31
		SP:Iteration 36Q (132118.070000 sec): 3 clusters
  Score: Raw -1046232.281865 + Penalty 2948.399162 = -1043283.882702
  nChanged 32
		SP:Iteration 37Q (132118.200000 sec): 3 clusters
  Score: Raw -1046238.219197 + Penalty 2948.399162 = -1043289.820035
  nChanged 31
		SP:Iteration 38Q (132118.430000 sec): 3 clusters
  Score: Raw -1046244.720787 + Penalty 2948.399162 = -1043296.321625
  nChanged 16
		SP:Iteration 39Q (132118.620000 sec): 3 clusters
  Score: Raw -1046248.427630 + Penalty 2948.399162 = -1043300.028468
  nChanged 19
		SP:Iteration 40F (132118.820000 sec): 3 clusters
  Score: Raw -1046252.649809 + Penalty 2948.399162 = -1043304.250646
  nChanged 21
		SP:Iteration 41Q (132119.010000 sec): 3 clusters
  Score: Raw -1046258.824447 + Penalty 2948.399162 = -1043310.425285
  nChanged 20
		SP:Iteration 42Q (132119.210000 sec): 3 clusters
  Score: Raw -1046264.358593 + Penalty 2948.399162 = -1043315.959430
  nChanged 24
		SP:Iteration 43Q (132119.400000 sec): 3 clusters
  Score: Raw -1046270.608708 + Penalty 2948.399162 = -1043322.209546
  nChanged 27
		SP:Iteration 44Q (132119.600000 sec): 3 clusters
  Score: Raw -1046276.590241 + Penalty 2948.399162 = -1043328.191079
  nChanged 27
		SP:Iteration 45Q (132119.800000 sec): 3 clusters
  Score: Raw -1046283.500159 + Penalty 2948.399162 = -1043335.100997
  nChanged 30
		SP:Iteration 46Q (132119.980000 sec): 3 clusters
  Score: Raw -1046292.770810 + Penalty 2948.399162 = -1043344.371648
  nChanged 33
		SP:Iteration 47Q (132120.180000 sec): 3 clusters
  Score: Raw -1046302.925280 + Penalty 2948.399162 = -1043354.526118
  nChanged 39
		SP:Iteration 48Q (132120.370000 sec): 3 clusters
  Score: Raw -1046315.560203 + Penalty 2948.399162 = -1043367.161041
  nChanged 33
		SP:Iteration 49Q (132120.570000 sec): 3 clusters
  Score: Raw -1046323.680607 + Penalty 2948.399162 = -1043375.281445
  nChanged 38
		SP:Iteration 50Q (132120.760000 sec): 3 clusters
  Score: Raw -1046333.711272 + Penalty 2948.399162 = -1043385.312110
  nChanged 34
		SP:Iteration 51Q (132120.960000 sec): 3 clusters
  Score: Raw -1046342.625322 + Penalty 2948.399162 = -1043394.226160
  nChanged 37
		SP:Iteration 52Q (132121.150000 sec): 3 clusters
  Score: Raw -1046350.810728 + Penalty 2948.399162 = -1043402.411566
  nChanged 26
		SP:Iteration 53Q (132121.400000 sec): 3 clusters
  Score: Raw -1046357.472956 + Penalty 2948.399162 = -1043409.073794
  nChanged 18
		SP:Iteration 54Q (132121.590000 sec): 3 clusters
  Score: Raw -1046362.857003 + Penalty 2948.399162 = -1043414.457840
  nChanged 23
		SP:Iteration 55Q (132121.780000 sec): 3 clusters
  Score: Raw -1046369.370574 + Penalty 2948.399162 = -1043420.971412
  nChanged 21
		SP:Iteration 56Q (132121.980000 sec): 3 clusters
  Score: Raw -1046375.502599 + Penalty 2948.399162 = -1043427.103437
  nChanged 23
		SP:Iteration 57Q (132122.170000 sec): 3 clusters
  Score: Raw -1046381.251446 + Penalty 2948.399162 = -1043432.852284
  nChanged 21
		SP:Iteration 58Q (132122.370000 sec): 3 clusters
  Score: Raw -1046386.760986 + Penalty 2948.399162 = -1043438.361824
  nChanged 14
		SP:Iteration 59Q (132122.560000 sec): 3 clusters
  Score: Raw -1046389.650220 + Penalty 2948.399162 = -1043441.251058
  nChanged 22
		SP:Iteration 60F (132122.740000 sec): 3 clusters
  Score: Raw -1046394.175314 + Penalty 2948.399162 = -1043445.776151
  nChanged 21
		SP:Iteration 61Q (132122.860000 sec): 3 clusters
  Score: Raw -1046398.718467 + Penalty 2948.399162 = -1043450.319305
  nChanged 22
		SP:Iteration 62Q (132122.990000 sec): 3 clusters
  Score: Raw -1046403.048283 + Penalty 2948.399162 = -1043454.649121
  nChanged 22
		SP:Iteration 63Q (132123.210000 sec): 3 clusters
  Score: Raw -1046407.123017 + Penalty 2948.399162 = -1043458.723854
  nChanged 18
		SP:Iteration 64Q (132123.340000 sec): 3 clusters
  Score: Raw -1046411.959607 + Penalty 2948.399162 = -1043463.560444
  nChanged 15
		SP:Iteration 65Q (132123.520000 sec): 3 clusters
  Score: Raw -1046416.468202 + Penalty 2948.399162 = -1043468.069040
  nChanged 19
		SP:Iteration 66Q (132123.720000 sec): 3 clusters
  Score: Raw -1046421.414786 + Penalty 2948.399162 = -1043473.015624
  nChanged 17
		SP:Iteration 67Q (132123.910000 sec): 3 clusters
  Score: Raw -1046424.645183 + Penalty 2948.399162 = -1043476.246020
  nChanged 10
		SP:Iteration 68Q (132124.100000 sec): 3 clusters
  Score: Raw -1046427.078384 + Penalty 2948.399162 = -1043478.679221
  nChanged 15
		SP:Iteration 69Q (132124.300000 sec): 3 clusters
  Score: Raw -1046430.684790 + Penalty 2948.399162 = -1043482.285628
  nChanged 19
		SP:Iteration 70Q (132124.490000 sec): 3 clusters
  Score: Raw -1046437.389088 + Penalty 2948.399162 = -1043488.989926
  nChanged 22
		SP:Iteration 71Q (132124.690000 sec): 3 clusters
  Score: Raw -1046443.367934 + Penalty 2948.399162 = -1043494.968772
  nChanged 24
		SP:Iteration 72Q (132124.880000 sec): 3 clusters
  Score: Raw -1046449.323990 + Penalty 2948.399162 = -1043500.924828
  nChanged 21
		SP:Iteration 73Q (132125.070000 sec): 3 clusters
  Score: Raw -1046455.280189 + Penalty 2948.399162 = -1043506.881027
  nChanged 24
		SP:Iteration 74Q (132125.310000 sec): 3 clusters
  Score: Raw -1046462.496581 + Penalty 2948.399162 = -1043514.097419
  nChanged 27
		SP:Iteration 75Q (132125.430000 sec): 3 clusters
  Score: Raw -1046469.592036 + Penalty 2948.399162 = -1043521.192873
  nChanged 25
		SP:Iteration 76Q (132125.550000 sec): 3 clusters
  Score: Raw -1046475.829829 + Penalty 2948.399162 = -1043527.430667
  nChanged 22
		SP:Iteration 77Q (132125.770000 sec): 3 clusters
  Score: Raw -1046480.415115 + Penalty 2948.399162 = -1043532.015953
  nChanged 20
		SP:Iteration 78Q (132125.960000 sec): 3 clusters
  Score: Raw -1046485.698196 + Penalty 2948.399162 = -1043537.299034
  nChanged 21
		SP:Iteration 79Q (132126.160000 sec): 3 clusters
  Score: Raw -1046489.948865 + Penalty 2948.399162 = -1043541.549703
  nChanged 13
		SP:Iteration 80F (132126.350000 sec): 3 clusters
  Score: Raw -1046491.604602 + Penalty 2948.399162 = -1043543.205440
  nChanged 10
		SP:Iteration 81Q (132126.540000 sec): 3 clusters
  Score: Raw -1046493.383462 + Penalty 2948.399162 = -1043544.984300
  nChanged 13
		SP:Iteration 82Q (132126.730000 sec): 3 clusters
  Score: Raw -1046495.056971 + Penalty 2948.399162 = -1043546.657809
  nChanged 9
		SP:Iteration 83Q (132126.930000 sec): 3 clusters
  Score: Raw -1046496.835354 + Penalty 2948.399162 = -1043548.436191
  nChanged 6
		SP:Iteration 84Q (132127.210000 sec): 3 clusters
  Score: Raw -1046497.713255 + Penalty 2948.399162 = -1043549.314093
  nChanged 4
		SP:Iteration 85Q (132127.410000 sec): 3 clusters
  Score: Raw -1046498.045741 + Penalty 2948.399162 = -1043549.646579
  nChanged 1
		SP:Iteration 86Q (132127.600000 sec): 3 clusters
  Score: Raw -1046498.151196 + Penalty 2948.399162 = -1043549.752034
  nChanged 0
		SP:Iteration 87F (132127.790000 sec): 3 clusters
  Score: Raw -1046498.151196 + Penalty 2948.399162 = -1043549.752034
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 56 (109 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (132127.870000 sec): 2 clusters
  Score: Raw -6579.694095 + Penalty 762.344031 = -5817.350064
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (132128.040000 sec): 3 clusters
  Score: Raw -6789.418169 + Penalty 1524.688062 = -5264.730107
  nChanged 9
		SP:Iteration 1F (132128.220000 sec): 3 clusters
  Score: Raw -6832.530365 + Penalty 1524.688062 = -5307.842303
  nChanged 1
		SP:Iteration 2Q (132128.390000 sec): 3 clusters
  Score: Raw -6843.826076 + Penalty 1524.688062 = -5319.138014
  nChanged 0
		SP:Iteration 3F (132128.570000 sec): 3 clusters
  Score: Raw -6843.826076 + Penalty 1524.688062 = -5319.138014
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 57 (4043 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (132128.670000 sec): 2 clusters
  Score: Raw -492022.871566 + Penalty 1349.520619 = -490673.350948
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (132128.840000 sec): 3 clusters
  Score: Raw -490000.803443 + Penalty 2699.041238 = -487301.762206
  nChanged 1585
		SP:Iteration 1F (132129.020000 sec): 3 clusters
  Score: Raw -490873.733362 + Penalty 2699.041238 = -488174.692124
  nChanged 270
		SP:Iteration 2F (132129.190000 sec): 3 clusters
  Score: Raw -490992.679225 + Penalty 2699.041238 = -488293.637987
  nChanged 171
		SP:Iteration 3Q (132129.370000 sec): 3 clusters
  Score: Raw -491064.503385 + Penalty 2699.041238 = -488365.462148
  nChanged 113
		SP:Iteration 4Q (132129.550000 sec): 3 clusters
  Score: Raw -491107.118255 + Penalty 2699.041238 = -488408.077017
  nChanged 90
		SP:Iteration 5Q (132129.720000 sec): 3 clusters
  Score: Raw -491136.213813 + Penalty 2699.041238 = -488437.172576
  nChanged 70
		SP:Iteration 6Q (132129.900000 sec): 3 clusters
  Score: Raw -491161.642886 + Penalty 2699.041238 = -488462.601648
  nChanged 62
		SP:Iteration 7Q (132130.070000 sec): 3 clusters
  Score: Raw -491183.052977 + Penalty 2699.041238 = -488484.011740
  nChanged 64
		SP:Iteration 8Q (132130.250000 sec): 3 clusters
  Score: Raw -491205.907225 + Penalty 2699.041238 = -488506.865987
  nChanged 61
		SP:Iteration 9Q (132130.430000 sec): 3 clusters
  Score: Raw -491227.364815 + Penalty 2699.041238 = -488528.323577
  nChanged 54
		SP:Iteration 10Q (132130.600000 sec): 3 clusters
  Score: Raw -491244.095069 + Penalty 2699.041238 = -488545.053831
  nChanged 47
		SP:Iteration 11Q (132130.780000 sec): 3 clusters
  Score: Raw -491260.960054 + Penalty 2699.041238 = -488561.918817
  nChanged 42
		SP:Iteration 12Q (132130.950000 sec): 3 clusters
  Score: Raw -491275.837995 + Penalty 2699.041238 = -488576.796757
  nChanged 44
		SP:Iteration 13Q (132131.130000 sec): 3 clusters
  Score: Raw -491286.398315 + Penalty 2699.041238 = -488587.357077
  nChanged 32
		SP:Iteration 14Q (132131.310000 sec): 3 clusters
  Score: Raw -491293.904454 + Penalty 2699.041238 = -488594.863217
  nChanged 25
		SP:Iteration 15Q (132131.480000 sec): 3 clusters
  Score: Raw -491301.395385 + Penalty 2699.041238 = -488602.354147
  nChanged 30
		SP:Iteration 16Q (132131.660000 sec): 3 clusters
  Score: Raw -491311.609533 + Penalty 2699.041238 = -488612.568295
  nChanged 36
		SP:Iteration 17Q (132131.830000 sec): 3 clusters
  Score: Raw -491321.736451 + Penalty 2699.041238 = -488622.695213
  nChanged 33
		SP:Iteration 18Q (132132.010000 sec): 3 clusters
  Score: Raw -491331.891239 + Penalty 2699.041238 = -488632.850001
  nChanged 32
		SP:Iteration 19Q (132132.190000 sec): 3 clusters
  Score: Raw -491340.786730 + Penalty 2699.041238 = -488641.745493
  nChanged 31
		SP:Iteration 20F (132132.360000 sec): 3 clusters
  Score: Raw -491349.178787 + Penalty 2699.041238 = -488650.137549
  nChanged 25
		SP:Iteration 21Q (132132.530000 sec): 3 clusters
  Score: Raw -491357.590517 + Penalty 2699.041238 = -488658.549279
  nChanged 17
		SP:Iteration 22Q (132132.690000 sec): 3 clusters
  Score: Raw -491362.218929 + Penalty 2699.041238 = -488663.177691
  nChanged 16
		SP:Iteration 23Q (132132.850000 sec): 3 clusters
  Score: Raw -491370.766044 + Penalty 2699.041238 = -488671.724807
  nChanged 32
		SP:Iteration 24Q (132133.020000 sec): 3 clusters
  Score: Raw -491381.966496 + Penalty 2699.041238 = -488682.925259
  nChanged 33
		SP:Iteration 25Q (132133.180000 sec): 3 clusters
  Score: Raw -491392.324676 + Penalty 2699.041238 = -488693.283439
  nChanged 26
		SP:Iteration 26Q (132133.350000 sec): 3 clusters
  Score: Raw -491399.828582 + Penalty 2699.041238 = -488700.787344
  nChanged 36
		SP:Iteration 27Q (132133.510000 sec): 3 clusters
  Score: Raw -491409.603409 + Penalty 2699.041238 = -488710.562171
  nChanged 31
		SP:Iteration 28Q (132133.680000 sec): 3 clusters
  Score: Raw -491420.345623 + Penalty 2699.041238 = -488721.304386
  nChanged 32
		SP:Iteration 29Q (132133.840000 sec): 3 clusters
  Score: Raw -491432.511818 + Penalty 2699.041238 = -488733.470580
  nChanged 40
		SP:Iteration 30Q (132134.000000 sec): 3 clusters
  Score: Raw -491450.754243 + Penalty 2699.041238 = -488751.713006
  nChanged 49
		SP:Iteration 31Q (132134.160000 sec): 3 clusters
  Score: Raw -491467.418517 + Penalty 2699.041238 = -488768.377279
  nChanged 38
		SP:Iteration 32Q (132134.340000 sec): 3 clusters
  Score: Raw -491481.286369 + Penalty 2699.041238 = -488782.245131
  nChanged 32
		SP:Iteration 33Q (132134.520000 sec): 3 clusters
  Score: Raw -491490.173298 + Penalty 2699.041238 = -488791.132060
  nChanged 24
		SP:Iteration 34Q (132134.690000 sec): 3 clusters
  Score: Raw -491497.964915 + Penalty 2699.041238 = -488798.923678
  nChanged 30
		SP:Iteration 35Q (132134.860000 sec): 3 clusters
  Score: Raw -491509.762788 + Penalty 2699.041238 = -488810.721550
  nChanged 37
		SP:Iteration 36Q (132135.040000 sec): 3 clusters
  Score: Raw -491522.151920 + Penalty 2699.041238 = -488823.110682
  nChanged 38
		SP:Iteration 37Q (132135.220000 sec): 3 clusters
  Score: Raw -491534.020702 + Penalty 2699.041238 = -488834.979464
  nChanged 27
		SP:Iteration 38Q (132135.390000 sec): 3 clusters
  Score: Raw -491541.844149 + Penalty 2699.041238 = -488842.802912
  nChanged 32
		SP:Iteration 39Q (132135.570000 sec): 3 clusters
  Score: Raw -491551.625785 + Penalty 2699.041238 = -488852.584548
  nChanged 30
		SP:Iteration 40F (132135.740000 sec): 3 clusters
  Score: Raw -491562.643197 + Penalty 2699.041238 = -488863.601959
  nChanged 33
		SP:Iteration 41Q (132135.920000 sec): 3 clusters
  Score: Raw -491574.445169 + Penalty 2699.041238 = -488875.403931
  nChanged 30
		SP:Iteration 42Q (132136.100000 sec): 3 clusters
  Score: Raw -491583.906219 + Penalty 2699.041238 = -488884.864982
  nChanged 38
		SP:Iteration 43Q (132136.270000 sec): 3 clusters
  Score: Raw -491596.173489 + Penalty 2699.041238 = -488897.132251
  nChanged 30
		SP:Iteration 44Q (132136.450000 sec): 3 clusters
  Score: Raw -491608.214819 + Penalty 2699.041238 = -488909.173581
  nChanged 34
		SP:Iteration 45Q (132136.620000 sec): 3 clusters
  Score: Raw -491621.166837 + Penalty 2699.041238 = -488922.125600
  nChanged 29
		SP:Iteration 46Q (132136.800000 sec): 3 clusters
  Score: Raw -491633.231976 + Penalty 2699.041238 = -488934.190739
  nChanged 30
		SP:Iteration 47Q (132136.980000 sec): 3 clusters
  Score: Raw -491645.582927 + Penalty 2699.041238 = -488946.541689
  nChanged 38
		SP:Iteration 48Q (132137.150000 sec): 3 clusters
  Score: Raw -491661.274326 + Penalty 2699.041238 = -488962.233088
  nChanged 44
		SP:Iteration 49Q (132137.330000 sec): 3 clusters
  Score: Raw -491680.734417 + Penalty 2699.041238 = -488981.693179
  nChanged 41
		SP:Iteration 50Q (132137.500000 sec): 3 clusters
  Score: Raw -491700.415194 + Penalty 2699.041238 = -489001.373956
  nChanged 48
		SP:Iteration 51Q (132137.680000 sec): 3 clusters
  Score: Raw -491724.303024 + Penalty 2699.041238 = -489025.261786
  nChanged 64
		SP:Iteration 52Q (132137.860000 sec): 3 clusters
  Score: Raw -491753.535130 + Penalty 2699.041238 = -489054.493892
  nChanged 65
		SP:Iteration 53Q (132138.030000 sec): 3 clusters
  Score: Raw -491783.604745 + Penalty 2699.041238 = -489084.563507
  nChanged 59
		SP:Iteration 54Q (132138.210000 sec): 3 clusters
  Score: Raw -491810.006032 + Penalty 2699.041238 = -489110.964794
  nChanged 56
		SP:Iteration 55Q (132138.380000 sec): 3 clusters
  Score: Raw -491841.340603 + Penalty 2699.041238 = -489142.299365
  nChanged 54
		SP:Iteration 56Q (132138.540000 sec): 3 clusters
  Score: Raw -491871.808979 + Penalty 2699.041238 = -489172.767741
  nChanged 53
		SP:Iteration 57Q (132138.740000 sec): 3 clusters
  Score: Raw -491898.841531 + Penalty 2699.041238 = -489199.800293
  nChanged 38
		SP:Iteration 58Q (132138.910000 sec): 3 clusters
  Score: Raw -491920.380337 + Penalty 2699.041238 = -489221.339099
  nChanged 38
		SP:Iteration 59Q (132139.090000 sec): 3 clusters
  Score: Raw -491943.447457 + Penalty 2699.041238 = -489244.406220
  nChanged 43
		SP:Iteration 60F (132139.260000 sec): 3 clusters
  Score: Raw -491967.568544 + Penalty 2699.041238 = -489268.527307
  nChanged 34
		SP:Iteration 61Q (132139.440000 sec): 3 clusters
  Score: Raw -491988.606547 + Penalty 2699.041238 = -489289.565310
  nChanged 32
		SP:Iteration 62Q (132139.620000 sec): 3 clusters
  Score: Raw -492007.599856 + Penalty 2699.041238 = -489308.558619
  nChanged 31
		SP:Iteration 63Q (132139.790000 sec): 3 clusters
  Score: Raw -492027.587355 + Penalty 2699.041238 = -489328.546117
  nChanged 26
		SP:Iteration 64Q (132139.960000 sec): 3 clusters
  Score: Raw -492043.450911 + Penalty 2699.041238 = -489344.409673
  nChanged 15
		SP:Iteration 65Q (132140.140000 sec): 3 clusters
  Score: Raw -492051.724208 + Penalty 2699.041238 = -489352.682971
  nChanged 14
		SP:Iteration 66Q (132140.210000 sec): 3 clusters
  Score: Raw -492060.570589 + Penalty 2699.041238 = -489361.529352
  nChanged 12
		SP:Iteration 67Q (132140.290000 sec): 3 clusters
  Score: Raw -492071.299224 + Penalty 2699.041238 = -489372.257986
  nChanged 16
		SP:Iteration 68Q (132140.370000 sec): 3 clusters
  Score: Raw -492081.342764 + Penalty 2699.041238 = -489382.301526
  nChanged 16
		SP:Iteration 69Q (132140.440000 sec): 3 clusters
  Score: Raw -492094.203765 + Penalty 2699.041238 = -489395.162527
  nChanged 16
		SP:Iteration 70Q (132140.520000 sec): 3 clusters
  Score: Raw -492105.961687 + Penalty 2699.041238 = -489406.920449
  nChanged 16
		SP:Iteration 71Q (132140.600000 sec): 3 clusters
  Score: Raw -492119.667320 + Penalty 2699.041238 = -489420.626083
  nChanged 20
		SP:Iteration 72Q (132140.670000 sec): 3 clusters
  Score: Raw -492133.776067 + Penalty 2699.041238 = -489434.734829
  nChanged 20
		SP:Iteration 73Q (132140.840000 sec): 3 clusters
  Score: Raw -492145.509863 + Penalty 2699.041238 = -489446.468625
  nChanged 9
		SP:Iteration 74Q (132140.990000 sec): 3 clusters
  Score: Raw -492155.030584 + Penalty 2699.041238 = -489455.989347
  nChanged 17
		SP:Iteration 75Q (132141.160000 sec): 3 clusters
  Score: Raw -492169.517468 + Penalty 2699.041238 = -489470.476230
  nChanged 9
		SP:Iteration 76Q (132141.340000 sec): 3 clusters
  Score: Raw -492175.834783 + Penalty 2699.041238 = -489476.793545
  nChanged 8
		SP:Iteration 77Q (132141.520000 sec): 3 clusters
  Score: Raw -492182.798874 + Penalty 2699.041238 = -489483.757636
  nChanged 7
		SP:Iteration 78Q (132141.690000 sec): 3 clusters
  Score: Raw -492188.332680 + Penalty 2699.041238 = -489489.291442
  nChanged 4
		SP:Iteration 79Q (132141.870000 sec): 3 clusters
  Score: Raw -492190.799445 + Penalty 2699.041238 = -489491.758207
  nChanged 3
		SP:Iteration 80F (132142.040000 sec): 3 clusters
  Score: Raw -492191.879846 + Penalty 2699.041238 = -489492.838608
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 58 (255 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (132142.130000 sec): 2 clusters
  Score: Raw -22328.323814 + Penalty 900.455326 = -21427.868488
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (132142.310000 sec): 3 clusters
  Score: Raw -22420.931024 + Penalty 1800.910652 = -20620.020372
  nChanged 28
		SP:Iteration 1F (132142.480000 sec): 3 clusters
  Score: Raw -22490.676107 + Penalty 1800.910652 = -20689.765455
  nChanged 17
		SP:Iteration 2F (132142.660000 sec): 3 clusters
  Score: Raw -22554.251057 + Penalty 1800.910652 = -20753.340404
  nChanged 11
		SP:Iteration 3Q (132142.830000 sec): 3 clusters
  Score: Raw -22581.933923 + Penalty 1800.910652 = -20781.023271
  nChanged 3
		SP:Iteration 4Q (132143.010000 sec): 3 clusters
  Score: Raw -22601.410103 + Penalty 1800.910652 = -20800.499451
  nChanged 3
		SP:Iteration 5Q (132143.190000 sec): 3 clusters
  Score: Raw -22613.411563 + Penalty 1800.910652 = -20812.500911
  nChanged 4
		SP:Iteration 6Q (132143.360000 sec): 3 clusters
  Score: Raw -22630.443701 + Penalty 1800.910652 = -20829.533049
  nChanged 3
		SP:Iteration 7Q (132143.540000 sec): 3 clusters
  Score: Raw -22639.490470 + Penalty 1800.910652 = -20838.579818
  nChanged 1
		SP:Iteration 8Q (132143.710000 sec): 3 clusters
  Score: Raw -22643.547259 + Penalty 1800.910652 = -20842.636607
  nChanged 0
		SP:Iteration 9F (132143.890000 sec): 3 clusters
  Score: Raw -22643.547259 + Penalty 1800.910652 = -20842.636607
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 59 (111 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (132143.980000 sec): 2 clusters
  Score: Raw -5644.707474 + Penalty 765.298658 = -4879.408816
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (132144.150000 sec): 3 clusters
  Score: Raw -5829.854045 + Penalty 1530.597315 = -4299.256730
  nChanged 13
		SP:Iteration 1F (132144.200000 sec): 3 clusters
  Score: Raw -5885.959813 + Penalty 1530.597315 = -4355.362498
  nChanged 5
		SP:Iteration 2Q (132144.210000 sec): 3 clusters
  Score: Raw -5906.005652 + Penalty 1530.597315 = -4375.408336
  nChanged 0
		SP:Iteration 3F (132144.230000 sec): 3 clusters
  Score: Raw -5906.005652 + Penalty 1530.597315 = -4375.408336
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 60 (183 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (132144.380000 sec): 2 clusters
  Score: Raw -22152.204556 + Penalty 846.541500 = -21305.663056
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (132144.480000 sec): 3 clusters
  Score: Raw -22249.159033 + Penalty 1693.083000 = -20556.076033
  nChanged 12
		SP:Iteration 1F (132144.650000 sec): 3 clusters
  Score: Raw -22285.408748 + Penalty 1693.083000 = -20592.325749
  nChanged 3
		SP:Iteration 2Q (132144.830000 sec): 3 clusters
  Score: Raw -22292.233140 + Penalty 1693.083000 = -20599.150140
  nChanged 0
		SP:Iteration 3F (132145.010000 sec): 3 clusters
  Score: Raw -22292.233140 + Penalty 1693.083000 = -20599.150140
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 61 (3901 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (132145.140000 sec): 2 clusters
  Score: Raw -436573.115330 + Penalty 1343.710584 = -435229.404746
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (132145.320000 sec): 3 clusters
  Score: Raw -434640.301449 + Penalty 2687.421168 = -431952.880281
  nChanged 1510
		SP:Iteration 1F (132145.490000 sec): 3 clusters
  Score: Raw -435598.962094 + Penalty 2687.421168 = -432911.540926
  nChanged 320
		SP:Iteration 2F (132145.670000 sec): 3 clusters
  Score: Raw -435836.202112 + Penalty 2687.421168 = -433148.780944
  nChanged 244
		SP:Iteration 3F (132145.850000 sec): 3 clusters
  Score: Raw -436020.716187 + Penalty 2687.421168 = -433333.295019
  nChanged 204
		SP:Iteration 4F (132146.020000 sec): 3 clusters
  Score: Raw -436156.877294 + Penalty 2687.421168 = -433469.456126
  nChanged 148
		SP:Iteration 5Q (132146.200000 sec): 3 clusters
  Score: Raw -436254.378295 + Penalty 2687.421168 = -433566.957127
  nChanged 159
		SP:Iteration 6Q (132146.370000 sec): 3 clusters
  Score: Raw -436370.927577 + Penalty 2687.421168 = -433683.506409
  nChanged 143
		SP:Iteration 7Q (132146.550000 sec): 3 clusters
  Score: Raw -436471.741449 + Penalty 2687.421168 = -433784.320281
  nChanged 130
		SP:Iteration 8Q (132146.730000 sec): 3 clusters
  Score: Raw -436556.416227 + Penalty 2687.421168 = -433868.995059
  nChanged 121
		SP:Iteration 9Q (132146.900000 sec): 3 clusters
  Score: Raw -436656.200971 + Penalty 2687.421168 = -433968.779803
  nChanged 118
		SP:Iteration 10Q (132147.050000 sec): 3 clusters
  Score: Raw -436758.042625 + Penalty 2687.421168 = -434070.621457
  nChanged 108
		SP:Iteration 11Q (132147.140000 sec): 3 clusters
  Score: Raw -436844.815889 + Penalty 2687.421168 = -434157.394721
  nChanged 107
		SP:Iteration 12Q (132147.210000 sec): 3 clusters
  Score: Raw -436962.458173 + Penalty 2687.421168 = -434275.037005
  nChanged 105
		SP:Iteration 13Q (132147.290000 sec): 3 clusters
  Score: Raw -437090.879667 + Penalty 2687.421168 = -434403.458499
  nChanged 102
		SP:Iteration 14Q (132147.360000 sec): 3 clusters
  Score: Raw -437222.577642 + Penalty 2687.421168 = -434535.156474
  nChanged 94
		SP:Iteration 15Q (132147.430000 sec): 3 clusters
  Score: Raw -437312.944895 + Penalty 2687.421168 = -434625.523727
  nChanged 82
		SP:Iteration 16Q (132147.490000 sec): 3 clusters
  Score: Raw -437383.056637 + Penalty 2687.421168 = -434695.635469
  nChanged 62
		SP:Iteration 17Q (132147.570000 sec): 3 clusters
  Score: Raw -437416.584058 + Penalty 2687.421168 = -434729.162890
  nChanged 37
		SP:Iteration 18Q (132147.630000 sec): 3 clusters
  Score: Raw -437437.768330 + Penalty 2687.421168 = -434750.347162
  nChanged 25
		SP:Iteration 19Q (132147.700000 sec): 3 clusters
  Score: Raw -437450.819098 + Penalty 2687.421168 = -434763.397930
  nChanged 15
		SP:Iteration 20F (132147.770000 sec): 3 clusters
  Score: Raw -437457.856184 + Penalty 2687.421168 = -434770.435016
  nChanged 8
		SP:Iteration 21Q (132147.840000 sec): 3 clusters
  Score: Raw -437463.144858 + Penalty 2687.421168 = -434775.723690
  nChanged 8
		SP:Iteration 22Q (132147.910000 sec): 3 clusters
  Score: Raw -437467.558667 + Penalty 2687.421168 = -434780.137499
  nChanged 7
		SP:Iteration 23Q (132147.970000 sec): 3 clusters
  Score: Raw -437471.320434 + Penalty 2687.421168 = -434783.899266
  nChanged 7
		SP:Iteration 24Q (132148.030000 sec): 3 clusters
  Score: Raw -437475.000750 + Penalty 2687.421168 = -434787.579582
  nChanged 9
		SP:Iteration 25Q (132148.100000 sec): 3 clusters
  Score: Raw -437477.605010 + Penalty 2687.421168 = -434790.183842
  nChanged 3
		SP:Iteration 26Q (132148.170000 sec): 3 clusters
  Score: Raw -437478.234145 + Penalty 2687.421168 = -434790.812977
  nChanged 3
		SP:Iteration 27Q (132148.230000 sec): 3 clusters
  Score: Raw -437478.839357 + Penalty 2687.421168 = -434791.418189
  nChanged 1
		SP:Iteration 28Q (132148.300000 sec): 3 clusters
  Score: Raw -437479.286785 + Penalty 2687.421168 = -434791.865617
  nChanged 0
		SP:Iteration 29F (132148.370000 sec): 3 clusters
  Score: Raw -437479.286785 + Penalty 2687.421168 = -434791.865617
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 62 (953 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (132148.430000 sec): 2 clusters
  Score: Raw -110778.021276 + Penalty 1114.687422 = -109663.333854
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (132148.450000 sec): 3 clusters
  Score: Raw -110469.869562 + Penalty 2229.374844 = -108240.494718
  nChanged 314
		SP:Iteration 1F (132148.460000 sec): 3 clusters
  Score: Raw -110787.410401 + Penalty 2229.374844 = -108558.035557
  nChanged 75
		SP:Iteration 2F (132148.490000 sec): 3 clusters
  Score: Raw -110896.510011 + Penalty 2229.374844 = -108667.135168
  nChanged 44
		SP:Iteration 3Q (132148.510000 sec): 3 clusters
  Score: Raw -110951.447136 + Penalty 2229.374844 = -108722.072292
  nChanged 30
		SP:Iteration 4Q (132148.540000 sec): 3 clusters
  Score: Raw -110985.051587 + Penalty 2229.374844 = -108755.676743
  nChanged 19
		SP:Iteration 5Q (132148.560000 sec): 3 clusters
  Score: Raw -111009.910101 + Penalty 2229.374844 = -108780.535258
  nChanged 25
		SP:Iteration 6Q (132148.590000 sec): 3 clusters
  Score: Raw -111039.865953 + Penalty 2229.374844 = -108810.491110
  nChanged 20
		SP:Iteration 7Q (132148.610000 sec): 3 clusters
  Score: Raw -111065.820832 + Penalty 2229.374844 = -108836.445988
  nChanged 18
		SP:Iteration 8Q (132148.630000 sec): 3 clusters
  Score: Raw -111083.513088 + Penalty 2229.374844 = -108854.138245
  nChanged 12
		SP:Iteration 9Q (132148.660000 sec): 3 clusters
  Score: Raw -111101.138850 + Penalty 2229.374844 = -108871.764006
  nChanged 8
		SP:Iteration 10Q (132148.680000 sec): 3 clusters
  Score: Raw -111116.738385 + Penalty 2229.374844 = -108887.363541
  nChanged 14
		SP:Iteration 11Q (132148.710000 sec): 3 clusters
  Score: Raw -111132.059765 + Penalty 2229.374844 = -108902.684921
  nChanged 12
		SP:Iteration 12Q (132148.730000 sec): 3 clusters
  Score: Raw -111144.523886 + Penalty 2229.374844 = -108915.149042
  nChanged 8
		SP:Iteration 13Q (132148.760000 sec): 3 clusters
  Score: Raw -111152.229408 + Penalty 2229.374844 = -108922.854564
  nChanged 12
		SP:Iteration 14Q (132148.780000 sec): 3 clusters
  Score: Raw -111169.350176 + Penalty 2229.374844 = -108939.975332
  nChanged 10
		SP:Iteration 15Q (132148.810000 sec): 3 clusters
  Score: Raw -111180.032643 + Penalty 2229.374844 = -108950.657799
  nChanged 11
		SP:Iteration 16Q (132148.830000 sec): 3 clusters
  Score: Raw -111198.486790 + Penalty 2229.374844 = -108969.111946
  nChanged 12
		SP:Iteration 17Q (132148.850000 sec): 3 clusters
  Score: Raw -111209.104435 + Penalty 2229.374844 = -108979.729591
  nChanged 8
		SP:Iteration 18Q (132148.880000 sec): 3 clusters
  Score: Raw -111219.619140 + Penalty 2229.374844 = -108990.244297
  nChanged 10
		SP:Iteration 19Q (132148.900000 sec): 3 clusters
  Score: Raw -111234.375559 + Penalty 2229.374844 = -109005.000716
  nChanged 6
		SP:Iteration 20F (132148.930000 sec): 3 clusters
  Score: Raw -111238.883277 + Penalty 2229.374844 = -109009.508433
  nChanged 4
		SP:Iteration 21Q (132148.950000 sec): 3 clusters
  Score: Raw -111246.848973 + Penalty 2229.374844 = -109017.474129
  nChanged 5
		SP:Iteration 22Q (132148.970000 sec): 3 clusters
  Score: Raw -111253.877934 + Penalty 2229.374844 = -109024.503090
  nChanged 6
		SP:Iteration 23Q (132149.000000 sec): 3 clusters
  Score: Raw -111259.717235 + Penalty 2229.374844 = -109030.342391
  nChanged 5
		SP:Iteration 24Q (132149.030000 sec): 3 clusters
  Score: Raw -111262.608611 + Penalty 2229.374844 = -109033.233768
  nChanged 1
		SP:Iteration 25Q (132149.050000 sec): 3 clusters
  Score: Raw -111263.064734 + Penalty 2229.374844 = -109033.689890
  nChanged 1
		SP:Iteration 26Q (132149.070000 sec): 3 clusters
  Score: Raw -111264.228828 + Penalty 2229.374844 = -109034.853984
  nChanged 3
		SP:Iteration 27Q (132149.100000 sec): 3 clusters
  Score: Raw -111267.832606 + Penalty 2229.374844 = -109038.457762
  nChanged 4
		SP:Iteration 28Q (132149.120000 sec): 3 clusters
  Score: Raw -111272.249865 + Penalty 2229.374844 = -109042.875021
  nChanged 3
		SP:Iteration 29Q (132149.150000 sec): 3 clusters
  Score: Raw -111274.159131 + Penalty 2229.374844 = -109044.784287
  nChanged 4
		SP:Iteration 30Q (132149.170000 sec): 3 clusters
  Score: Raw -111277.586832 + Penalty 2229.374844 = -109048.211989
  nChanged 5
		SP:Iteration 31Q (132149.190000 sec): 3 clusters
  Score: Raw -111280.639436 + Penalty 2229.374844 = -109051.264593
  nChanged 2
		SP:Iteration 32Q (132149.220000 sec): 3 clusters
  Score: Raw -111281.559588 + Penalty 2229.374844 = -109052.184745
  nChanged 0
		SP:Iteration 33F (132149.240000 sec): 3 clusters
  Score: Raw -111281.559588 + Penalty 2229.374844 = -109052.184745
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 63 (8936 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (132149.370000 sec): 2 clusters
  Score: Raw -1080340.162667 + Penalty 1478.399543 = -1078861.763124
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (132149.570000 sec): 3 clusters
  Score: Raw -1075388.786792 + Penalty 2956.799086 = -1072431.987706
  nChanged 3788
		SP:Iteration 1F (132149.770000 sec): 3 clusters
  Score: Raw -1077469.072115 + Penalty 2956.799086 = -1074512.273029
  nChanged 557
		SP:Iteration 2F (132149.960000 sec): 3 clusters
  Score: Raw -1077728.711313 + Penalty 2956.799086 = -1074771.912228
  nChanged 418
		SP:Iteration 3Q (132150.150000 sec): 3 clusters
  Score: Raw -1077902.331239 + Penalty 2956.799086 = -1074945.532153
  nChanged 345
		SP:Iteration 4Q (132150.340000 sec): 3 clusters
  Score: Raw -1078038.130505 + Penalty 2956.799086 = -1075081.331419
  nChanged 292
		SP:Iteration 5Q (132150.530000 sec): 3 clusters
  Score: Raw -1078149.413560 + Penalty 2956.799086 = -1075192.614474
  nChanged 282
		SP:Iteration 6Q (132150.730000 sec): 3 clusters
  Score: Raw -1078262.955679 + Penalty 2956.799086 = -1075306.156593
  nChanged 274
		SP:Iteration 7Q (132150.910000 sec): 3 clusters
  Score: Raw -1078391.020474 + Penalty 2956.799086 = -1075434.221388
  nChanged 293
		SP:Iteration 8Q (132151.150000 sec): 3 clusters
  Score: Raw -1078567.195579 + Penalty 2956.799086 = -1075610.396493
  nChanged 328
		SP:Iteration 9Q (132151.290000 sec): 3 clusters
  Score: Raw -1078778.956490 + Penalty 2956.799086 = -1075822.157404
  nChanged 368
		SP:Iteration 10Q (132151.430000 sec): 3 clusters
  Score: Raw -1079072.985507 + Penalty 2956.799086 = -1076116.186421
  nChanged 371
		SP:Iteration 11Q (132151.700000 sec): 3 clusters
  Score: Raw -1079417.610958 + Penalty 2956.799086 = -1076460.811872
  nChanged 323
		SP:Iteration 12Q (132151.890000 sec): 3 clusters
  Score: Raw -1079709.726676 + Penalty 2956.799086 = -1076752.927590
  nChanged 291
		SP:Iteration 13Q (132152.080000 sec): 3 clusters
  Score: Raw -1079916.767644 + Penalty 2956.799086 = -1076959.968558
  nChanged 206
		SP:Iteration 14Q (132152.270000 sec): 3 clusters
  Score: Raw -1080060.957951 + Penalty 2956.799086 = -1077104.158865
  nChanged 167
		SP:Iteration 15Q (132152.460000 sec): 3 clusters
  Score: Raw -1080176.510511 + Penalty 2956.799086 = -1077219.711425
  nChanged 142
		SP:Iteration 16Q (132152.680000 sec): 3 clusters
  Score: Raw -1080265.912202 + Penalty 2956.799086 = -1077309.113116
  nChanged 103
		SP:Iteration 17Q (132152.840000 sec): 3 clusters
  Score: Raw -1080342.093272 + Penalty 2956.799086 = -1077385.294187
  nChanged 93
		SP:Iteration 18Q (132153.020000 sec): 3 clusters
  Score: Raw -1080397.622887 + Penalty 2956.799086 = -1077440.823801
  nChanged 74
		SP:Iteration 19Q (132153.210000 sec): 3 clusters
  Score: Raw -1080435.196636 + Penalty 2956.799086 = -1077478.397550
  nChanged 63
		SP:Iteration 20F (132153.400000 sec): 3 clusters
  Score: Raw -1080470.600286 + Penalty 2956.799086 = -1077513.801200
  nChanged 69
		SP:Iteration 21Q (132153.600000 sec): 3 clusters
  Score: Raw -1080506.154400 + Penalty 2956.799086 = -1077549.355314
  nChanged 66
		SP:Iteration 22Q (132153.780000 sec): 3 clusters
  Score: Raw -1080541.387545 + Penalty 2956.799086 = -1077584.588460
  nChanged 47
		SP:Iteration 23Q (132153.970000 sec): 3 clusters
  Score: Raw -1080565.139623 + Penalty 2956.799086 = -1077608.340537
  nChanged 34
		SP:Iteration 24Q (132154.150000 sec): 3 clusters
  Score: Raw -1080580.794176 + Penalty 2956.799086 = -1077623.995090
  nChanged 29
		SP:Iteration 25Q (132154.330000 sec): 3 clusters
  Score: Raw -1080592.893027 + Penalty 2956.799086 = -1077636.093941
  nChanged 29
		SP:Iteration 26Q (132154.510000 sec): 3 clusters
  Score: Raw -1080605.246297 + Penalty 2956.799086 = -1077648.447212
  nChanged 18
		SP:Iteration 27Q (132154.700000 sec): 3 clusters
  Score: Raw -1080613.473864 + Penalty 2956.799086 = -1077656.674778
  nChanged 19
		SP:Iteration 28Q (132154.880000 sec): 3 clusters
  Score: Raw -1080623.879273 + Penalty 2956.799086 = -1077667.080187
  nChanged 26
		SP:Iteration 29Q (132155.080000 sec): 3 clusters
  Score: Raw -1080638.630145 + Penalty 2956.799086 = -1077681.831059
  nChanged 19
		SP:Iteration 30Q (132155.270000 sec): 3 clusters
  Score: Raw -1080649.363606 + Penalty 2956.799086 = -1077692.564521
  nChanged 20
		SP:Iteration 31Q (132155.460000 sec): 3 clusters
  Score: Raw -1080659.607927 + Penalty 2956.799086 = -1077702.808841
  nChanged 16
		SP:Iteration 32Q (132155.660000 sec): 3 clusters
  Score: Raw -1080667.583068 + Penalty 2956.799086 = -1077710.783982
  nChanged 13
		SP:Iteration 33Q (132155.850000 sec): 3 clusters
  Score: Raw -1080671.745070 + Penalty 2956.799086 = -1077714.945985
  nChanged 14
		SP:Iteration 34Q (132156.040000 sec): 3 clusters
  Score: Raw -1080679.001264 + Penalty 2956.799086 = -1077722.202178
  nChanged 18
		SP:Iteration 35Q (132156.230000 sec): 3 clusters
  Score: Raw -1080687.919259 + Penalty 2956.799086 = -1077731.120173
  nChanged 11
		SP:Iteration 36Q (132156.470000 sec): 3 clusters
  Score: Raw -1080693.457593 + Penalty 2956.799086 = -1077736.658508
  nChanged 11
		SP:Iteration 37Q (132156.660000 sec): 3 clusters
  Score: Raw -1080698.882601 + Penalty 2956.799086 = -1077742.083515
  nChanged 9
		SP:Iteration 38Q (132156.850000 sec): 3 clusters
  Score: Raw -1080703.757236 + Penalty 2956.799086 = -1077746.958151
  nChanged 3
		SP:Iteration 39Q (132157.050000 sec): 3 clusters
  Score: Raw -1080704.922297 + Penalty 2956.799086 = -1077748.123212
  nChanged 1
		SP:Iteration 40F (132157.240000 sec): 3 clusters
  Score: Raw -1080705.420087 + Penalty 2956.799086 = -1077748.621001
  nChanged 2
		SP:Iteration 41Q (132157.430000 sec): 3 clusters
  Score: Raw -1080705.739172 + Penalty 2956.799086 = -1077748.940086
  nChanged 1
		SP:Iteration 42Q (132157.620000 sec): 3 clusters
  Score: Raw -1080705.886529 + Penalty 2956.799086 = -1077749.087443
  nChanged 1
		SP:Iteration 43Q (132157.860000 sec): 3 clusters
  Score: Raw -1080706.067757 + Penalty 2956.799086 = -1077749.268671
  nChanged 0
		SP:Iteration 44F (132158.050000 sec): 3 clusters
  Score: Raw -1080706.067757 + Penalty 2956.799086 = -1077749.268671
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 64 (176 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (132158.120000 sec): 2 clusters
  Score: Raw -17653.903409 + Penalty 840.203649 = -16813.699760
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (132158.300000 sec): 3 clusters
  Score: Raw -17852.764492 + Penalty 1680.407298 = -16172.357193
  nChanged 23
		SP:Iteration 1F (132158.480000 sec): 3 clusters
  Score: Raw -17953.143939 + Penalty 1680.407298 = -16272.736640
  nChanged 5
		SP:Iteration 2Q (132158.650000 sec): 3 clusters
  Score: Raw -17984.372510 + Penalty 1680.407298 = -16303.965212
  nChanged 4
		SP:Iteration 3Q (132158.830000 sec): 3 clusters
  Score: Raw -17996.157356 + Penalty 1680.407298 = -16315.750057
  nChanged 5
		SP:Iteration 4Q (132159.000000 sec): 3 clusters
  Score: Raw -18035.936563 + Penalty 1680.407298 = -16355.529265
  nChanged 4
		SP:Iteration 5Q (132159.180000 sec): 3 clusters
  Score: Raw -18054.739420 + Penalty 1680.407298 = -16374.332122
  nChanged 2
		SP:Iteration 6Q (132159.360000 sec): 3 clusters
  Score: Raw -18062.582548 + Penalty 1680.407298 = -16382.175250
  nChanged 0
		SP:Iteration 7F (132159.530000 sec): 3 clusters
  Score: Raw -18062.582548 + Penalty 1680.407298 = -16382.175250
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 65 (181 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (132159.620000 sec): 2 clusters
  Score: Raw -13222.956813 + Penalty 844.755768 = -12378.201045
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (132159.790000 sec): 3 clusters
  Score: Raw -13360.432784 + Penalty 1689.511535 = -11670.921248
  nChanged 30
		SP:Iteration 1F (132159.970000 sec): 3 clusters
  Score: Raw -13491.969866 + Penalty 1689.511535 = -11802.458331
  nChanged 8
		SP:Iteration 2Q (132160.140000 sec): 3 clusters
  Score: Raw -13533.358111 + Penalty 1689.511535 = -11843.846575
  nChanged 3
		SP:Iteration 3Q (132160.320000 sec): 3 clusters
  Score: Raw -13551.718417 + Penalty 1689.511535 = -11862.206882
  nChanged 2
		SP:Iteration 4Q (132160.500000 sec): 3 clusters
  Score: Raw -13567.813525 + Penalty 1689.511535 = -11878.301990
  nChanged 3
		SP:Iteration 5Q (132160.670000 sec): 3 clusters
  Score: Raw -13580.336406 + Penalty 1689.511535 = -11890.824871
  nChanged 2
		SP:Iteration 6Q (132160.850000 sec): 3 clusters
  Score: Raw -13592.562100 + Penalty 1689.511535 = -11903.050565
  nChanged 1
		SP:Iteration 7Q (132161.020000 sec): 3 clusters
  Score: Raw -13597.384465 + Penalty 1689.511535 = -11907.872929
  nChanged 1
		SP:Iteration 8Q (132161.200000 sec): 3 clusters
  Score: Raw -13598.340143 + Penalty 1689.511535 = -11908.828608
  nChanged 0
		SP:Iteration 9F (132161.380000 sec): 3 clusters
  Score: Raw -13598.340143 + Penalty 1689.511535 = -11908.828608
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 66 (1463 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (132161.470000 sec): 2 clusters
  Score: Raw -175416.520078 + Penalty 1184.339715 = -174232.180362
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (132161.630000 sec): 3 clusters
  Score: Raw -174854.810122 + Penalty 2368.679430 = -172486.130691
  nChanged 458
		SP:Iteration 1F (132161.810000 sec): 3 clusters
  Score: Raw -175154.440450 + Penalty 2368.679430 = -172785.761019
  nChanged 112
		SP:Iteration 2F (132161.840000 sec): 3 clusters
  Score: Raw -175255.069718 + Penalty 2368.679430 = -172886.390288
  nChanged 68
		SP:Iteration 3Q (132161.860000 sec): 3 clusters
  Score: Raw -175325.359213 + Penalty 2368.679430 = -172956.679783
  nChanged 51
		SP:Iteration 4Q (132161.900000 sec): 3 clusters
  Score: Raw -175369.748640 + Penalty 2368.679430 = -173001.069210
  nChanged 34
		SP:Iteration 5Q (132161.930000 sec): 3 clusters
  Score: Raw -175396.177438 + Penalty 2368.679430 = -173027.498008
  nChanged 23
		SP:Iteration 6Q (132161.960000 sec): 3 clusters
  Score: Raw -175413.319547 + Penalty 2368.679430 = -173044.640116
  nChanged 27
		SP:Iteration 7Q (132162.000000 sec): 3 clusters
  Score: Raw -175433.792600 + Penalty 2368.679430 = -173065.113170
  nChanged 21
		SP:Iteration 8Q (132162.030000 sec): 3 clusters
  Score: Raw -175453.788695 + Penalty 2368.679430 = -173085.109265
  nChanged 24
		SP:Iteration 9Q (132162.060000 sec): 3 clusters
  Score: Raw -175469.323561 + Penalty 2368.679430 = -173100.644131
  nChanged 17
		SP:Iteration 10Q (132162.100000 sec): 3 clusters
  Score: Raw -175479.541388 + Penalty 2368.679430 = -173110.861958
  nChanged 13
		SP:Iteration 11Q (132162.130000 sec): 3 clusters
  Score: Raw -175488.069113 + Penalty 2368.679430 = -173119.389683
  nChanged 8
		SP:Iteration 12Q (132162.160000 sec): 3 clusters
  Score: Raw -175493.708986 + Penalty 2368.679430 = -173125.029556
  nChanged 5
		SP:Iteration 13Q (132162.200000 sec): 3 clusters
  Score: Raw -175497.158772 + Penalty 2368.679430 = -173128.479341
  nChanged 4
		SP:Iteration 14Q (132162.230000 sec): 3 clusters
  Score: Raw -175500.855332 + Penalty 2368.679430 = -173132.175902
  nChanged 4
		SP:Iteration 15Q (132162.260000 sec): 3 clusters
  Score: Raw -175502.757212 + Penalty 2368.679430 = -173134.077782
  nChanged 1
		SP:Iteration 16Q (132162.300000 sec): 3 clusters
  Score: Raw -175503.600652 + Penalty 2368.679430 = -173134.921222
  nChanged 1
		SP:Iteration 17Q (132162.330000 sec): 3 clusters
  Score: Raw -175504.157698 + Penalty 2368.679430 = -173135.478267
  nChanged 1
		SP:Iteration 18Q (132162.360000 sec): 3 clusters
  Score: Raw -175504.947579 + Penalty 2368.679430 = -173136.268148
  nChanged 0
		SP:Iteration 19F (132162.400000 sec): 3 clusters
  Score: Raw -175504.947579 + Penalty 2368.679430 = -173136.268148
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 67 (127 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (132162.430000 sec): 2 clusters
  Score: Raw -8944.653045 + Penalty 787.180402 = -8157.472643
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (132162.440000 sec): 3 clusters
  Score: Raw -9307.365155 + Penalty 1574.360803 = -7733.004352
  nChanged 21
		SP:Iteration 1F (132162.440000 sec): 3 clusters
  Score: Raw -9434.160869 + Penalty 1574.360803 = -7859.800066
  nChanged 7
		SP:Iteration 2F (132162.450000 sec): 3 clusters
  Score: Raw -9485.437272 + Penalty 1574.360803 = -7911.076469
  nChanged 1
		SP:Iteration 3Q (132162.460000 sec): 3 clusters
  Score: Raw -9493.795380 + Penalty 1574.360803 = -7919.434577
  nChanged 1
		SP:Iteration 4Q (132162.460000 sec): 3 clusters
  Score: Raw -9499.075230 + Penalty 1574.360803 = -7924.714427
  nChanged 0
		SP:Iteration 5F (132162.470000 sec): 3 clusters
  Score: Raw -9499.075230 + Penalty 1574.360803 = -7924.714427
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 68 (1349 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (132162.530000 sec): 2 clusters
  Score: Raw -157731.025107 + Penalty 1171.156814 = -156559.868293
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (132162.560000 sec): 3 clusters
  Score: Raw -157204.755942 + Penalty 2342.313628 = -154862.442314
  nChanged 420
		SP:Iteration 1F (132162.590000 sec): 3 clusters
  Score: Raw -157541.606972 + Penalty 2342.313628 = -155199.293343
  nChanged 117
		SP:Iteration 2F (132162.620000 sec): 3 clusters
  Score: Raw -157640.534892 + Penalty 2342.313628 = -155298.221264
  nChanged 47
		SP:Iteration 3Q (132162.660000 sec): 3 clusters
  Score: Raw -157689.641422 + Penalty 2342.313628 = -155347.327793
  nChanged 46
		SP:Iteration 4Q (132162.690000 sec): 3 clusters
  Score: Raw -157741.152550 + Penalty 2342.313628 = -155398.838921
  nChanged 40
		SP:Iteration 5Q (132162.720000 sec): 3 clusters
  Score: Raw -157787.541875 + Penalty 2342.313628 = -155445.228247
  nChanged 36
		SP:Iteration 6Q (132162.760000 sec): 3 clusters
  Score: Raw -157833.333645 + Penalty 2342.313628 = -155491.020017
  nChanged 48
		SP:Iteration 7Q (132162.790000 sec): 3 clusters
  Score: Raw -157881.676052 + Penalty 2342.313628 = -155539.362424
  nChanged 33
		SP:Iteration 8Q (132162.930000 sec): 3 clusters
  Score: Raw -157926.052870 + Penalty 2342.313628 = -155583.739242
  nChanged 35
		SP:Iteration 9Q (132163.100000 sec): 3 clusters
  Score: Raw -157968.956438 + Penalty 2342.313628 = -155626.642810
  nChanged 25
		SP:Iteration 10Q (132163.280000 sec): 3 clusters
  Score: Raw -158003.846603 + Penalty 2342.313628 = -155661.532974
  nChanged 31
		SP:Iteration 11Q (132163.460000 sec): 3 clusters
  Score: Raw -158047.237088 + Penalty 2342.313628 = -155704.923460
  nChanged 33
		SP:Iteration 12Q (132163.630000 sec): 3 clusters
  Score: Raw -158090.719643 + Penalty 2342.313628 = -155748.406015
  nChanged 34
		SP:Iteration 13Q (132163.810000 sec): 3 clusters
  Score: Raw -158133.388786 + Penalty 2342.313628 = -155791.075158
  nChanged 29
		SP:Iteration 14Q (132163.980000 sec): 3 clusters
  Score: Raw -158165.195468 + Penalty 2342.313628 = -155822.881839
  nChanged 22
		SP:Iteration 15Q (132164.160000 sec): 3 clusters
  Score: Raw -158190.622231 + Penalty 2342.313628 = -155848.308603
  nChanged 24
		SP:Iteration 16Q (132164.330000 sec): 3 clusters
  Score: Raw -158220.708846 + Penalty 2342.313628 = -155878.395218
  nChanged 24
		SP:Iteration 17Q (132164.510000 sec): 3 clusters
  Score: Raw -158245.652074 + Penalty 2342.313628 = -155903.338446
  nChanged 13
		SP:Iteration 18Q (132164.680000 sec): 3 clusters
  Score: Raw -158253.181822 + Penalty 2342.313628 = -155910.868193
  nChanged 8
		SP:Iteration 19Q (132164.860000 sec): 3 clusters
  Score: Raw -158257.217279 + Penalty 2342.313628 = -155914.903651
  nChanged 3
		SP:Iteration 20F (132165.040000 sec): 3 clusters
  Score: Raw -158259.719475 + Penalty 2342.313628 = -155917.405847
  nChanged 2
		SP:Iteration 21Q (132165.210000 sec): 3 clusters
  Score: Raw -158262.204357 + Penalty 2342.313628 = -155919.890729
  nChanged 8
		SP:Iteration 22Q (132165.390000 sec): 3 clusters
  Score: Raw -158270.761253 + Penalty 2342.313628 = -155928.447625
  nChanged 3
		SP:Iteration 23Q (132165.560000 sec): 3 clusters
  Score: Raw -158273.414799 + Penalty 2342.313628 = -155931.101171
  nChanged 7
		SP:Iteration 24Q (132165.740000 sec): 3 clusters
  Score: Raw -158279.185977 + Penalty 2342.313628 = -155936.872349
  nChanged 5
		SP:Iteration 25Q (132165.920000 sec): 3 clusters
  Score: Raw -158283.056212 + Penalty 2342.313628 = -155940.742584
  nChanged 4
		SP:Iteration 26Q (132166.090000 sec): 3 clusters
  Score: Raw -158286.360171 + Penalty 2342.313628 = -155944.046543
  nChanged 3
		SP:Iteration 27Q (132166.270000 sec): 3 clusters
  Score: Raw -158289.683328 + Penalty 2342.313628 = -155947.369700
  nChanged 4
		SP:Iteration 28Q (132166.440000 sec): 3 clusters
  Score: Raw -158292.304324 + Penalty 2342.313628 = -155949.990696
  nChanged 2
		SP:Iteration 29Q (132166.620000 sec): 3 clusters
  Score: Raw -158293.358199 + Penalty 2342.313628 = -155951.044571
  nChanged 1
		SP:Iteration 30Q (132166.800000 sec): 3 clusters
  Score: Raw -158294.439140 + Penalty 2342.313628 = -155952.125512
  nChanged 1
		SP:Iteration 31Q (132166.970000 sec): 3 clusters
  Score: Raw -158294.888568 + Penalty 2342.313628 = -155952.574940
  nChanged 1
		SP:Iteration 32Q (132167.150000 sec): 3 clusters
  Score: Raw -158295.689860 + Penalty 2342.313628 = -155953.376232
  nChanged 2
		SP:Iteration 33Q (132167.320000 sec): 3 clusters
  Score: Raw -158297.208447 + Penalty 2342.313628 = -155954.894819
  nChanged 2
		SP:Iteration 34Q (132167.500000 sec): 3 clusters
  Score: Raw -158299.028616 + Penalty 2342.313628 = -155956.714988
  nChanged 2
		SP:Iteration 35Q (132167.680000 sec): 3 clusters
  Score: Raw -158300.298201 + Penalty 2342.313628 = -155957.984573
  nChanged 2
		SP:Iteration 36Q (132167.850000 sec): 3 clusters
  Score: Raw -158301.146442 + Penalty 2342.313628 = -155958.832814
  nChanged 0
		SP:Iteration 37F (132168.030000 sec): 3 clusters
  Score: Raw -158301.146442 + Penalty 2342.313628 = -155958.832814
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 69 (166 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (132168.120000 sec): 2 clusters
  Score: Raw -14373.447967 + Penalty 830.698016 = -13542.749952
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (132168.290000 sec): 3 clusters
  Score: Raw -14550.444193 + Penalty 1661.396031 = -12889.048161
  nChanged 22
		SP:Iteration 1F (132168.470000 sec): 3 clusters
  Score: Raw -14635.978573 + Penalty 1661.396031 = -12974.582541
  nChanged 6
		SP:Iteration 2Q (132168.640000 sec): 3 clusters
  Score: Raw -14680.895899 + Penalty 1661.396031 = -13019.499868
  nChanged 0
		SP:Iteration 3F (132168.820000 sec): 3 clusters
  Score: Raw -14680.895899 + Penalty 1661.396031 = -13019.499868
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 70 (38406 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (132169.120000 sec): 2 clusters
  Score: Raw -4634322.704241 + Penalty 1715.344959 = -4632607.359282
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (132169.550000 sec): 3 clusters
  Score: Raw -4610331.046531 + Penalty 3430.689917 = -4606900.356614
  nChanged 17812
		SP:Iteration 1F (132170.020000 sec): 3 clusters
  Score: Raw -4620433.114914 + Penalty 3430.689917 = -4617002.424996
  nChanged 1595
		SP:Iteration 2Q (132170.490000 sec): 3 clusters
  Score: Raw -4620901.049025 + Penalty 3430.689917 = -4617470.359107
  nChanged 1535
		SP:Iteration 3Q (132171.000000 sec): 3 clusters
  Score: Raw -4621361.669150 + Penalty 3430.689917 = -4617930.979233
  nChanged 1475
		SP:Iteration 4Q (132171.520000 sec): 3 clusters
  Score: Raw -4621870.165828 + Penalty 3430.689917 = -4618439.475910
  nChanged 1498
		SP:Iteration 5Q (132172.030000 sec): 3 clusters
  Score: Raw -4622442.643908 + Penalty 3430.689917 = -4619011.953991
  nChanged 1548
		SP:Iteration 6Q (132172.540000 sec): 3 clusters
  Score: Raw -4623154.615380 + Penalty 3430.689917 = -4619723.925463
  nChanged 1737
		SP:Iteration 7Q (132173.060000 sec): 3 clusters
  Score: Raw -4624098.359191 + Penalty 3430.689917 = -4620667.669274
  nChanged 1926
		SP:Iteration 8F (132173.490000 sec): 3 clusters
  Score: Raw -4625249.051416 + Penalty 3430.689917 = -4621818.361498
  nChanged 1958
		SP:Iteration 9F (132173.920000 sec): 3 clusters
  Score: Raw -4626500.593080 + Penalty 3430.689917 = -4623069.903163
  nChanged 2026
		SP:Iteration 10F (132174.380000 sec): 3 clusters
  Score: Raw -4627857.643723 + Penalty 3430.689917 = -4624426.953806
  nChanged 1898
		SP:Iteration 11Q (132174.760000 sec): 3 clusters
  Score: Raw -4629140.401663 + Penalty 3430.689917 = -4625709.711746
  nChanged 1718
		SP:Iteration 12Q (132175.260000 sec): 3 clusters
  Score: Raw -4630345.069711 + Penalty 3430.689917 = -4626914.379794
  nChanged 1497
		SP:Iteration 13Q (132175.770000 sec): 3 clusters
  Score: Raw -4631433.386298 + Penalty 3430.689917 = -4628002.696380
  nChanged 1279
		SP:Iteration 14Q (132176.220000 sec): 3 clusters
  Score: Raw -4632362.561438 + Penalty 3430.689917 = -4628931.871521
  nChanged 1015
		SP:Iteration 15Q (132176.680000 sec): 3 clusters
  Score: Raw -4633132.799762 + Penalty 3430.689917 = -4629702.109845
  nChanged 724
		SP:Iteration 16Q (132177.070000 sec): 3 clusters
  Score: Raw -4633684.979211 + Penalty 3430.689917 = -4630254.289294
  nChanged 465
		SP:Iteration 17Q (132177.450000 sec): 3 clusters
  Score: Raw -4634037.903050 + Penalty 3430.689917 = -4630607.213133
  nChanged 257
		SP:Iteration 18Q (132177.830000 sec): 3 clusters
  Score: Raw -4634232.383699 + Penalty 3430.689917 = -4630801.693782
  nChanged 137
		SP:Iteration 19Q (132178.220000 sec): 3 clusters
  Score: Raw -4634336.113128 + Penalty 3430.689917 = -4630905.423210
  nChanged 87
		SP:Iteration 20F (132178.690000 sec): 3 clusters
  Score: Raw -4634410.538916 + Penalty 3430.689917 = -4630979.848999
  nChanged 58
		SP:Iteration 21Q (132179.080000 sec): 3 clusters
  Score: Raw -4634465.144120 + Penalty 3430.689917 = -4631034.454203
  nChanged 34
		SP:Iteration 22Q (132179.460000 sec): 3 clusters
  Score: Raw -4634498.212681 + Penalty 3430.689917 = -4631067.522764
  nChanged 21
		SP:Iteration 23Q (132179.850000 sec): 3 clusters
  Score: Raw -4634518.080649 + Penalty 3430.689917 = -4631087.390731
  nChanged 17
		SP:Iteration 24Q (132180.230000 sec): 3 clusters
  Score: Raw -4634534.926532 + Penalty 3430.689917 = -4631104.236615
  nChanged 12
		SP:Iteration 25Q (132180.610000 sec): 3 clusters
  Score: Raw -4634550.857378 + Penalty 3430.689917 = -4631120.167461
  nChanged 17
		SP:Iteration 26Q (132181.000000 sec): 3 clusters
  Score: Raw -4634562.125967 + Penalty 3430.689917 = -4631131.436049
  nChanged 9
		SP:Iteration 27Q (132181.390000 sec): 3 clusters
  Score: Raw -4634566.194260 + Penalty 3430.689917 = -4631135.504343
  nChanged 4
		SP:Iteration 28Q (132181.770000 sec): 3 clusters
  Score: Raw -4634568.118531 + Penalty 3430.689917 = -4631137.428614
  nChanged 2
		SP:Iteration 29Q (132182.150000 sec): 3 clusters
  Score: Raw -4634569.895899 + Penalty 3430.689917 = -4631139.205981
  nChanged 5
		SP:Iteration 30Q (132182.540000 sec): 3 clusters
  Score: Raw -4634573.617677 + Penalty 3430.689917 = -4631142.927759
  nChanged 1
		SP:Iteration 31Q (132182.920000 sec): 3 clusters
  Score: Raw -4634573.840266 + Penalty 3430.689917 = -4631143.150349
  nChanged 0
		SP:Iteration 32F (132183.350000 sec): 3 clusters
  Score: Raw -4634573.840266 + Penalty 3430.689917 = -4631143.150349
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 71 (210 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (132183.430000 sec): 2 clusters
  Score: Raw -15545.537774 + Penalty 868.904974 = -14676.632800
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (132183.600000 sec): 3 clusters
  Score: Raw -15654.140852 + Penalty 1737.809947 = -13916.330905
  nChanged 29
		SP:Iteration 1F (132183.780000 sec): 3 clusters
  Score: Raw -15767.660357 + Penalty 1737.809947 = -14029.850409
  nChanged 9
		SP:Iteration 2Q (132183.950000 sec): 3 clusters
  Score: Raw -15819.253862 + Penalty 1737.809947 = -14081.443915
  nChanged 3
		SP:Iteration 3Q (132184.130000 sec): 3 clusters
  Score: Raw -15827.749599 + Penalty 1737.809947 = -14089.939651
  nChanged 5
		SP:Iteration 4Q (132184.310000 sec): 3 clusters
  Score: Raw -15849.304860 + Penalty 1737.809947 = -14111.494912
  nChanged 5
		SP:Iteration 5Q (132184.480000 sec): 3 clusters
  Score: Raw -15864.417170 + Penalty 1737.809947 = -14126.607223
  nChanged 2
		SP:Iteration 6Q (132184.660000 sec): 3 clusters
  Score: Raw -15869.865588 + Penalty 1737.809947 = -14132.055641
  nChanged 1
		SP:Iteration 7Q (132184.750000 sec): 3 clusters
  Score: Raw -15872.944999 + Penalty 1737.809947 = -14135.135052
  nChanged 2
		SP:Iteration 8Q (132184.750000 sec): 3 clusters
  Score: Raw -15885.250168 + Penalty 1737.809947 = -14147.440221
  nChanged 1
		SP:Iteration 9Q (132184.760000 sec): 3 clusters
  Score: Raw -15899.861502 + Penalty 1737.809947 = -14162.051554
  nChanged 2
		SP:Iteration 10Q (132184.770000 sec): 3 clusters
  Score: Raw -15930.439646 + Penalty 1737.809947 = -14192.629699
  nChanged 3
		SP:Iteration 11Q (132184.770000 sec): 3 clusters
  Score: Raw -15941.469432 + Penalty 1737.809947 = -14203.659484
  nChanged 1
		SP:Iteration 12Q (132184.770000 sec): 3 clusters
  Score: Raw -15944.858818 + Penalty 1737.809947 = -14207.048870
  nChanged 2
		SP:Iteration 13Q (132184.780000 sec): 3 clusters
  Score: Raw -15950.344676 + Penalty 1737.809947 = -14212.534729
  nChanged 0
		SP:Iteration 14F (132184.790000 sec): 3 clusters
  Score: Raw -15950.344676 + Penalty 1737.809947 = -14212.534729
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 72 (579 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (132184.820000 sec): 2 clusters
  Score: Raw -82950.762117 + Penalty 1033.711653 = -81917.050464
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (132184.840000 sec): 3 clusters
  Score: Raw -82863.699212 + Penalty 2067.423305 = -80796.275907
  nChanged 176
		SP:Iteration 1F (132184.870000 sec): 3 clusters
  Score: Raw -83185.804825 + Penalty 2067.423305 = -81118.381519
  nChanged 54
		SP:Iteration 2F (132184.890000 sec): 3 clusters
  Score: Raw -83380.410707 + Penalty 2067.423305 = -81312.987401
  nChanged 55
		SP:Iteration 3F (132184.910000 sec): 3 clusters
  Score: Raw -83573.164803 + Penalty 2067.423305 = -81505.741498
  nChanged 37
		SP:Iteration 4F (132184.920000 sec): 3 clusters
  Score: Raw -83676.933657 + Penalty 2067.423305 = -81609.510352
  nChanged 28
		SP:Iteration 5Q (132184.950000 sec): 3 clusters
  Score: Raw -83783.925115 + Penalty 2067.423305 = -81716.501810
  nChanged 30
		SP:Iteration 6F (132184.970000 sec): 3 clusters
  Score: Raw -83908.058706 + Penalty 2067.423305 = -81840.635400
  nChanged 24
		SP:Iteration 7Q (132184.980000 sec): 3 clusters
  Score: Raw -83983.005573 + Penalty 2067.423305 = -81915.582268
  nChanged 19
		SP:Iteration 8Q (132185.000000 sec): 3 clusters
  Score: Raw -84023.308416 + Penalty 2067.423305 = -81955.885111
  nChanged 7
		SP:Iteration 9Q (132185.010000 sec): 3 clusters
  Score: Raw -84038.144086 + Penalty 2067.423305 = -81970.720781
  nChanged 8
		SP:Iteration 10Q (132185.030000 sec): 3 clusters
  Score: Raw -84050.036267 + Penalty 2067.423305 = -81982.612962
  nChanged 4
		SP:Iteration 11Q (132185.050000 sec): 3 clusters
  Score: Raw -84055.197047 + Penalty 2067.423305 = -81987.773742
  nChanged 4
		SP:Iteration 12Q (132185.060000 sec): 3 clusters
  Score: Raw -84060.136353 + Penalty 2067.423305 = -81992.713047
  nChanged 0
		SP:Iteration 13F (132185.080000 sec): 3 clusters
  Score: Raw -84060.136353 + Penalty 2067.423305 = -81992.713047
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 79.
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 73 (133 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (132185.150000 sec): 2 clusters
  Score: Raw -15200.224583 + Penalty 794.681733 = -14405.542850
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (132185.160000 sec): 3 clusters
  Score: Raw -15394.810326 + Penalty 1589.363467 = -13805.446860
  nChanged 16
		SP:Iteration 1F (132185.160000 sec): 3 clusters
  Score: Raw -15521.967573 + Penalty 1589.363467 = -13932.604106
  nChanged 4
		SP:Iteration 2Q (132185.160000 sec): 3 clusters
  Score: Raw -15542.086724 + Penalty 1589.363467 = -13952.723257
  nChanged 2
		SP:Iteration 3Q (132185.170000 sec): 3 clusters
  Score: Raw -15555.981674 + Penalty 1589.363467 = -13966.618207
  nChanged 1
		SP:Iteration 4Q (132185.170000 sec): 3 clusters
  Score: Raw -15561.587111 + Penalty 1589.363467 = -13972.223645
  nChanged 0
		SP:Iteration 5F (132185.170000 sec): 3 clusters
  Score: Raw -15561.587111 + Penalty 1589.363467 = -13972.223645
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 74 (8512 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (132185.300000 sec): 2 clusters
  Score: Raw -1068954.971262 + Penalty 1470.500234 = -1067484.471027
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (132185.510000 sec): 3 clusters
  Score: Raw -1064271.995355 + Penalty 2941.000469 = -1061330.994886
  nChanged 3545
		SP:Iteration 1F (132185.700000 sec): 3 clusters
  Score: Raw -1066203.195109 + Penalty 2941.000469 = -1063262.194640
  nChanged 581
		SP:Iteration 2F (132185.890000 sec): 3 clusters
  Score: Raw -1066496.708839 + Penalty 2941.000469 = -1063555.708370
  nChanged 463
		SP:Iteration 3F (132186.090000 sec): 3 clusters
  Score: Raw -1066734.842775 + Penalty 2941.000469 = -1063793.842306
  nChanged 410
		SP:Iteration 4Q (132186.280000 sec): 3 clusters
  Score: Raw -1066918.710543 + Penalty 2941.000469 = -1063977.710075
  nChanged 399
		SP:Iteration 5Q (132186.520000 sec): 3 clusters
  Score: Raw -1067100.175787 + Penalty 2941.000469 = -1064159.175318
  nChanged 365
		SP:Iteration 6Q (132186.710000 sec): 3 clusters
  Score: Raw -1067274.294096 + Penalty 2941.000469 = -1064333.293627
  nChanged 362
		SP:Iteration 7Q (132186.910000 sec): 3 clusters
  Score: Raw -1067476.270159 + Penalty 2941.000469 = -1064535.269690
  nChanged 393
		SP:Iteration 8Q (132187.100000 sec): 3 clusters
  Score: Raw -1067717.754084 + Penalty 2941.000469 = -1064776.753615
  nChanged 426
		SP:Iteration 9F (132187.290000 sec): 3 clusters
  Score: Raw -1068022.848969 + Penalty 2941.000469 = -1065081.848500
  nChanged 440
		SP:Iteration 10F (132187.490000 sec): 3 clusters
  Score: Raw -1068366.585412 + Penalty 2941.000469 = -1065425.584943
  nChanged 371
		SP:Iteration 11Q (132187.690000 sec): 3 clusters
  Score: Raw -1068673.113670 + Penalty 2941.000469 = -1065732.113201
  nChanged 316
		SP:Iteration 12Q (132187.880000 sec): 3 clusters
  Score: Raw -1068925.404481 + Penalty 2941.000469 = -1065984.404012
  nChanged 226
		SP:Iteration 13Q (132188.070000 sec): 3 clusters
  Score: Raw -1069116.768982 + Penalty 2941.000469 = -1066175.768514
  nChanged 142
		SP:Iteration 14Q (132188.270000 sec): 3 clusters
  Score: Raw -1069239.986702 + Penalty 2941.000469 = -1066298.986234
  nChanged 77
		SP:Iteration 15Q (132188.460000 sec): 3 clusters
  Score: Raw -1069305.990383 + Penalty 2941.000469 = -1066364.989915
  nChanged 50
		SP:Iteration 16Q (132188.660000 sec): 3 clusters
  Score: Raw -1069351.187334 + Penalty 2941.000469 = -1066410.186865
  nChanged 33
		SP:Iteration 17Q (132188.860000 sec): 3 clusters
  Score: Raw -1069387.812610 + Penalty 2941.000469 = -1066446.812142
  nChanged 22
		SP:Iteration 18Q (132189.050000 sec): 3 clusters
  Score: Raw -1069411.402201 + Penalty 2941.000469 = -1066470.401732
  nChanged 19
		SP:Iteration 19Q (132189.240000 sec): 3 clusters
  Score: Raw -1069427.907119 + Penalty 2941.000469 = -1066486.906651
  nChanged 8
		SP:Iteration 20F (132189.440000 sec): 3 clusters
  Score: Raw -1069436.909054 + Penalty 2941.000469 = -1066495.908585
  nChanged 13
		SP:Iteration 21Q (132189.630000 sec): 3 clusters
  Score: Raw -1069450.989798 + Penalty 2941.000469 = -1066509.989329
  nChanged 12
		SP:Iteration 22Q (132189.830000 sec): 3 clusters
  Score: Raw -1069456.915978 + Penalty 2941.000469 = -1066515.915509
  nChanged 3
		SP:Iteration 23Q (132190.020000 sec): 3 clusters
  Score: Raw -1069458.469905 + Penalty 2941.000469 = -1066517.469436
  nChanged 1
		SP:Iteration 24Q (132190.210000 sec): 3 clusters
  Score: Raw -1069458.696261 + Penalty 2941.000469 = -1066517.695792
  nChanged 2
		SP:Iteration 25Q (132190.410000 sec): 3 clusters
  Score: Raw -1069459.771361 + Penalty 2941.000469 = -1066518.770892
  nChanged 3
		SP:Iteration 26Q (132190.600000 sec): 3 clusters
  Score: Raw -1069461.420945 + Penalty 2941.000469 = -1066520.420476
  nChanged 3
		SP:Iteration 27Q (132190.790000 sec): 3 clusters
  Score: Raw -1069462.900237 + Penalty 2941.000469 = -1066521.899768
  nChanged 3
		SP:Iteration 28Q (132190.990000 sec): 3 clusters
  Score: Raw -1069465.424172 + Penalty 2941.000469 = -1066524.423703
  nChanged 2
		SP:Iteration 29Q (132191.180000 sec): 3 clusters
  Score: Raw -1069468.231666 + Penalty 2941.000469 = -1066527.231197
  nChanged 1
		SP:Iteration 30Q (132191.370000 sec): 3 clusters
  Score: Raw -1069470.034541 + Penalty 2941.000469 = -1066529.034073
  nChanged 1
		SP:Iteration 31Q (132191.570000 sec): 3 clusters
  Score: Raw -1069471.195451 + Penalty 2941.000469 = -1066530.194982
  nChanged 0
		SP:Iteration 32F (132191.810000 sec): 3 clusters
  Score: Raw -1069471.195451 + Penalty 2941.000469 = -1066530.194982
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 75 (189 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (132191.890000 sec): 2 clusters
  Score: Raw -14879.752908 + Penalty 851.783890 = -14027.969018
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (132192.060000 sec): 3 clusters
  Score: Raw -14993.650864 + Penalty 1703.567780 = -13290.083084
  nChanged 31
		SP:Iteration 1F (132192.240000 sec): 3 clusters
  Score: Raw -15121.229448 + Penalty 1703.567780 = -13417.661668
  nChanged 11
		SP:Iteration 2F (132192.410000 sec): 3 clusters
  Score: Raw -15168.647796 + Penalty 1703.567780 = -13465.080016
  nChanged 4
		SP:Iteration 3Q (132192.590000 sec): 3 clusters
  Score: Raw -15181.045438 + Penalty 1703.567780 = -13477.477659
  nChanged 1
		SP:Iteration 4Q (132192.770000 sec): 3 clusters
  Score: Raw -15188.753614 + Penalty 1703.567780 = -13485.185834
  nChanged 1
		SP:Iteration 5Q (132192.940000 sec): 3 clusters
  Score: Raw -15199.300405 + Penalty 1703.567780 = -13495.732625
  nChanged 1
		SP:Iteration 6Q (132193.120000 sec): 3 clusters
  Score: Raw -15206.410048 + Penalty 1703.567780 = -13502.842268
  nChanged 0
		SP:Iteration 7F (132193.290000 sec): 3 clusters
  Score: Raw -15206.410048 + Penalty 1703.567780 = -13502.842268
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 76 (12823 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (132193.470000 sec): 2 clusters
  Score: Raw -1606172.774577 + Penalty 1537.086803 = -1604635.687773
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (132193.730000 sec): 3 clusters
  Score: Raw -1598763.841677 + Penalty 3074.173607 = -1595689.668071
  nChanged 5598
		SP:Iteration 1F (132193.970000 sec): 3 clusters
  Score: Raw -1602073.245337 + Penalty 3074.173607 = -1598999.071730
  nChanged 896
		SP:Iteration 2F (132194.190000 sec): 3 clusters
  Score: Raw -1602625.028565 + Penalty 3074.173607 = -1599550.854958
  nChanged 850
		SP:Iteration 3F (132194.380000 sec): 3 clusters
  Score: Raw -1603195.718279 + Penalty 3074.173607 = -1600121.544672
  nChanged 883
		SP:Iteration 4F (132194.590000 sec): 3 clusters
  Score: Raw -1603760.041826 + Penalty 3074.173607 = -1600685.868219
  nChanged 829
		SP:Iteration 5F (132194.870000 sec): 3 clusters
  Score: Raw -1604284.907290 + Penalty 3074.173607 = -1601210.733683
  nChanged 791
		SP:Iteration 6F (132195.030000 sec): 3 clusters
  Score: Raw -1604766.998973 + Penalty 3074.173607 = -1601692.825366
  nChanged 646
		SP:Iteration 7F (132195.330000 sec): 3 clusters
  Score: Raw -1605145.093663 + Penalty 3074.173607 = -1602070.920056
  nChanged 547
		SP:Iteration 8Q (132195.540000 sec): 3 clusters
  Score: Raw -1605423.524576 + Penalty 3074.173607 = -1602349.350969
  nChanged 408
		SP:Iteration 9Q (132195.790000 sec): 3 clusters
  Score: Raw -1605595.729701 + Penalty 3074.173607 = -1602521.556095
  nChanged 310
		SP:Iteration 10Q (132196.040000 sec): 3 clusters
  Score: Raw -1605704.939284 + Penalty 3074.173607 = -1602630.765678
  nChanged 212
		SP:Iteration 11Q (132196.290000 sec): 3 clusters
  Score: Raw -1605772.140894 + Penalty 3074.173607 = -1602697.967288
  nChanged 188
		SP:Iteration 12Q (132196.540000 sec): 3 clusters
  Score: Raw -1605829.502211 + Penalty 3074.173607 = -1602755.328605
  nChanged 151
		SP:Iteration 13Q (132196.790000 sec): 3 clusters
  Score: Raw -1605873.624696 + Penalty 3074.173607 = -1602799.451090
  nChanged 151
		SP:Iteration 14Q (132196.950000 sec): 3 clusters
  Score: Raw -1605921.163593 + Penalty 3074.173607 = -1602846.989987
  nChanged 154
		SP:Iteration 15Q (132197.260000 sec): 3 clusters
  Score: Raw -1605975.704561 + Penalty 3074.173607 = -1602901.530955
  nChanged 144
		SP:Iteration 16Q (132197.520000 sec): 3 clusters
  Score: Raw -1606029.422690 + Penalty 3074.173607 = -1602955.249084
  nChanged 149
		SP:Iteration 17Q (132197.780000 sec): 3 clusters
  Score: Raw -1606080.604839 + Penalty 3074.173607 = -1603006.431232
  nChanged 138
		SP:Iteration 18Q (132198.030000 sec): 3 clusters
  Score: Raw -1606129.778689 + Penalty 3074.173607 = -1603055.605082
  nChanged 147
		SP:Iteration 19Q (132198.290000 sec): 3 clusters
  Score: Raw -1606187.847971 + Penalty 3074.173607 = -1603113.674364
  nChanged 150
		SP:Iteration 20F (132198.590000 sec): 3 clusters
  Score: Raw -1606233.830703 + Penalty 3074.173607 = -1603159.657096
  nChanged 125
		SP:Iteration 21Q (132198.840000 sec): 3 clusters
  Score: Raw -1606265.389983 + Penalty 3074.173607 = -1603191.216376
  nChanged 107
		SP:Iteration 22Q (132199.090000 sec): 3 clusters
  Score: Raw -1606290.521731 + Penalty 3074.173607 = -1603216.348124
  nChanged 89
		SP:Iteration 23Q (132199.340000 sec): 3 clusters
  Score: Raw -1606309.332183 + Penalty 3074.173607 = -1603235.158576
  nChanged 71
		SP:Iteration 24Q (132199.590000 sec): 3 clusters
  Score: Raw -1606323.546076 + Penalty 3074.173607 = -1603249.372470
  nChanged 69
		SP:Iteration 25Q (132199.840000 sec): 3 clusters
  Score: Raw -1606336.411644 + Penalty 3074.173607 = -1603262.238037
  nChanged 49
		SP:Iteration 26Q (132200.090000 sec): 3 clusters
  Score: Raw -1606344.927917 + Penalty 3074.173607 = -1603270.754311
  nChanged 49
		SP:Iteration 27Q (132200.340000 sec): 3 clusters
  Score: Raw -1606354.915286 + Penalty 3074.173607 = -1603280.741679
  nChanged 53
		SP:Iteration 28Q (132200.590000 sec): 3 clusters
  Score: Raw -1606362.943433 + Penalty 3074.173607 = -1603288.769826
  nChanged 44
		SP:Iteration 29Q (132200.840000 sec): 3 clusters
  Score: Raw -1606369.992478 + Penalty 3074.173607 = -1603295.818872
  nChanged 31
		SP:Iteration 30Q (132201.020000 sec): 3 clusters
  Score: Raw -1606374.530560 + Penalty 3074.173607 = -1603300.356953
  nChanged 26
		SP:Iteration 31Q (132201.340000 sec): 3 clusters
  Score: Raw -1606379.777868 + Penalty 3074.173607 = -1603305.604261
  nChanged 31
		SP:Iteration 32Q (132201.590000 sec): 3 clusters
  Score: Raw -1606386.278093 + Penalty 3074.173607 = -1603312.104487
  nChanged 36
		SP:Iteration 33Q (132201.840000 sec): 3 clusters
  Score: Raw -1606392.339689 + Penalty 3074.173607 = -1603318.166083
  nChanged 23
		SP:Iteration 34Q (132202.090000 sec): 3 clusters
  Score: Raw -1606396.391184 + Penalty 3074.173607 = -1603322.217577
  nChanged 33
		SP:Iteration 35Q (132202.360000 sec): 3 clusters
  Score: Raw -1606402.479122 + Penalty 3074.173607 = -1603328.305516
  nChanged 38
		SP:Iteration 36Q (132202.650000 sec): 3 clusters
  Score: Raw -1606409.969007 + Penalty 3074.173607 = -1603335.795400
  nChanged 31
		SP:Iteration 37Q (132202.900000 sec): 3 clusters
  Score: Raw -1606414.972744 + Penalty 3074.173607 = -1603340.799137
  nChanged 29
		SP:Iteration 38Q (132203.190000 sec): 3 clusters
  Score: Raw -1606419.922433 + Penalty 3074.173607 = -1603345.748827
  nChanged 31
		SP:Iteration 39Q (132203.430000 sec): 3 clusters
  Score: Raw -1606424.647351 + Penalty 3074.173607 = -1603350.473745
  nChanged 25
		SP:Iteration 40F (132203.680000 sec): 3 clusters
  Score: Raw -1606428.632856 + Penalty 3074.173607 = -1603354.459249
  nChanged 28
		SP:Iteration 41Q (132203.970000 sec): 3 clusters
  Score: Raw -1606434.808588 + Penalty 3074.173607 = -1603360.634982
  nChanged 26
		SP:Iteration 42Q (132204.150000 sec): 3 clusters
  Score: Raw -1606439.861961 + Penalty 3074.173607 = -1603365.688354
  nChanged 18
		SP:Iteration 43Q (132204.430000 sec): 3 clusters
  Score: Raw -1606442.632543 + Penalty 3074.173607 = -1603368.458936
  nChanged 11
		SP:Iteration 44Q (132204.720000 sec): 3 clusters
  Score: Raw -1606444.389103 + Penalty 3074.173607 = -1603370.215496
  nChanged 15
		SP:Iteration 45Q (132205.020000 sec): 3 clusters
  Score: Raw -1606446.975619 + Penalty 3074.173607 = -1603372.802013
  nChanged 15
		SP:Iteration 46Q (132205.260000 sec): 3 clusters
  Score: Raw -1606449.142253 + Penalty 3074.173607 = -1603374.968647
  nChanged 13
		SP:Iteration 47Q (132205.550000 sec): 3 clusters
  Score: Raw -1606451.001110 + Penalty 3074.173607 = -1603376.827503
  nChanged 9
		SP:Iteration 48Q (132205.840000 sec): 3 clusters
  Score: Raw -1606452.726578 + Penalty 3074.173607 = -1603378.552971
  nChanged 13
		SP:Iteration 49Q (132206.100000 sec): 3 clusters
  Score: Raw -1606454.524927 + Penalty 3074.173607 = -1603380.351321
  nChanged 13
		SP:Iteration 50Q (132206.430000 sec): 3 clusters
  Score: Raw -1606456.464137 + Penalty 3074.173607 = -1603382.290530
  nChanged 10
		SP:Iteration 51Q (132206.680000 sec): 3 clusters
  Score: Raw -1606458.211122 + Penalty 3074.173607 = -1603384.037515
  nChanged 11
		SP:Iteration 52Q (132206.970000 sec): 3 clusters
  Score: Raw -1606460.549333 + Penalty 3074.173607 = -1603386.375727
  nChanged 7
		SP:Iteration 53Q (132207.260000 sec): 3 clusters
  Score: Raw -1606461.421318 + Penalty 3074.173607 = -1603387.247712
  nChanged 5
		SP:Iteration 54Q (132207.550000 sec): 3 clusters
  Score: Raw -1606462.139663 + Penalty 3074.173607 = -1603387.966056
  nChanged 5
		SP:Iteration 55Q (132207.850000 sec): 3 clusters
  Score: Raw -1606462.898306 + Penalty 3074.173607 = -1603388.724699
  nChanged 6
		SP:Iteration 56Q (132208.140000 sec): 3 clusters
  Score: Raw -1606463.586314 + Penalty 3074.173607 = -1603389.412707
  nChanged 7
		SP:Iteration 57Q (132208.390000 sec): 3 clusters
  Score: Raw -1606464.507569 + Penalty 3074.173607 = -1603390.333962
  nChanged 5
		SP:Iteration 58Q (132208.630000 sec): 3 clusters
  Score: Raw -1606465.318720 + Penalty 3074.173607 = -1603391.145114
  nChanged 6
		SP:Iteration 59Q (132208.930000 sec): 3 clusters
  Score: Raw -1606465.867787 + Penalty 3074.173607 = -1603391.694180
  nChanged 5
		SP:Iteration 60F (132209.140000 sec): 3 clusters
  Score: Raw -1606466.328077 + Penalty 3074.173607 = -1603392.154471
  nChanged 8
		SP:Iteration 61Q (132209.390000 sec): 3 clusters
  Score: Raw -1606467.229936 + Penalty 3074.173607 = -1603393.056330
  nChanged 9
		SP:Iteration 62Q (132209.670000 sec): 3 clusters
  Score: Raw -1606468.477958 + Penalty 3074.173607 = -1603394.304351
  nChanged 9
		SP:Iteration 63Q (132209.920000 sec): 3 clusters
  Score: Raw -1606469.726581 + Penalty 3074.173607 = -1603395.552975
  nChanged 10
		SP:Iteration 64Q (132210.210000 sec): 3 clusters
  Score: Raw -1606471.519319 + Penalty 3074.173607 = -1603397.345712
  nChanged 12
		SP:Iteration 65Q (132210.460000 sec): 3 clusters
  Score: Raw -1606473.794112 + Penalty 3074.173607 = -1603399.620506
  nChanged 13
		SP:Iteration 66Q (132210.750000 sec): 3 clusters
  Score: Raw -1606476.035636 + Penalty 3074.173607 = -1603401.862030
  nChanged 8
		SP:Iteration 67Q (132210.990000 sec): 3 clusters
  Score: Raw -1606477.180636 + Penalty 3074.173607 = -1603403.007029
  nChanged 10
		SP:Iteration 68Q (132211.280000 sec): 3 clusters
  Score: Raw -1606478.805103 + Penalty 3074.173607 = -1603404.631497
  nChanged 7
		SP:Iteration 69Q (132211.530000 sec): 3 clusters
  Score: Raw -1606480.111815 + Penalty 3074.173607 = -1603405.938209
  nChanged 7
		SP:Iteration 70Q (132211.820000 sec): 3 clusters
  Score: Raw -1606481.002996 + Penalty 3074.173607 = -1603406.829390
  nChanged 6
		SP:Iteration 71Q (132212.070000 sec): 3 clusters
  Score: Raw -1606481.694929 + Penalty 3074.173607 = -1603407.521322
  nChanged 2
		SP:Iteration 72Q (132212.360000 sec): 3 clusters
  Score: Raw -1606481.952795 + Penalty 3074.173607 = -1603407.779188
  nChanged 4
		SP:Iteration 73Q (132212.650000 sec): 3 clusters
  Score: Raw -1606482.251510 + Penalty 3074.173607 = -1603408.077904
  nChanged 2
		SP:Iteration 74Q (132212.860000 sec): 3 clusters
  Score: Raw -1606482.561861 + Penalty 3074.173607 = -1603408.388255
  nChanged 3
		SP:Iteration 75Q (132213.090000 sec): 3 clusters
  Score: Raw -1606483.000284 + Penalty 3074.173607 = -1603408.826677
  nChanged 1
		SP:Iteration 76Q (132213.370000 sec): 3 clusters
  Score: Raw -1606483.086411 + Penalty 3074.173607 = -1603408.912805
  nChanged 3
		SP:Iteration 77Q (132213.580000 sec): 3 clusters
  Score: Raw -1606483.334657 + Penalty 3074.173607 = -1603409.161051
  nChanged 1
		SP:Iteration 78Q (132213.800000 sec): 3 clusters
  Score: Raw -1606483.464716 + Penalty 3074.173607 = -1603409.291109
  nChanged 1
		SP:Iteration 79Q (132214.090000 sec): 3 clusters
  Score: Raw -1606483.651616 + Penalty 3074.173607 = -1603409.478010
  nChanged 1
		SP:Iteration 80F (132214.320000 sec): 3 clusters
  Score: Raw -1606483.763495 + Penalty 3074.173607 = -1603409.589889
  nChanged 1
		SP:Iteration 81Q (132214.630000 sec): 3 clusters
  Score: Raw -1606483.849708 + Penalty 3074.173607 = -1603409.676102
  nChanged 1
		SP:Iteration 82Q (132214.870000 sec): 3 clusters
  Score: Raw -1606484.102807 + Penalty 3074.173607 = -1603409.929200
  nChanged 4
		SP:Iteration 83Q (132215.050000 sec): 3 clusters
  Score: Raw -1606484.582164 + Penalty 3074.173607 = -1603410.408557
  nChanged 2
		SP:Iteration 84Q (132215.330000 sec): 3 clusters
  Score: Raw -1606484.926996 + Penalty 3074.173607 = -1603410.753390
  nChanged 5
		SP:Iteration 85Q (132215.580000 sec): 3 clusters
  Score: Raw -1606486.225026 + Penalty 3074.173607 = -1603412.051419
  nChanged 8
		SP:Iteration 86Q (132215.830000 sec): 3 clusters
  Score: Raw -1606487.444857 + Penalty 3074.173607 = -1603413.271251
  nChanged 7
		SP:Iteration 87Q (132216.110000 sec): 3 clusters
  Score: Raw -1606488.741292 + Penalty 3074.173607 = -1603414.567685
  nChanged 8
		SP:Iteration 88Q (132216.360000 sec): 3 clusters
  Score: Raw -1606490.200629 + Penalty 3074.173607 = -1603416.027022
  nChanged 6
		SP:Iteration 89Q (132216.610000 sec): 3 clusters
  Score: Raw -1606490.899873 + Penalty 3074.173607 = -1603416.726267
  nChanged 6
		SP:Iteration 90Q (132216.860000 sec): 3 clusters
  Score: Raw -1606492.060932 + Penalty 3074.173607 = -1603417.887326
  nChanged 9
		SP:Iteration 91Q (132217.150000 sec): 3 clusters
  Score: Raw -1606493.775362 + Penalty 3074.173607 = -1603419.601755
  nChanged 13
		SP:Iteration 92Q (132217.400000 sec): 3 clusters
  Score: Raw -1606495.856657 + Penalty 3074.173607 = -1603421.683050
  nChanged 11
		SP:Iteration 93Q (132217.650000 sec): 3 clusters
  Score: Raw -1606498.241355 + Penalty 3074.173607 = -1603424.067748
  nChanged 7
		SP:Iteration 94Q (132217.940000 sec): 3 clusters
  Score: Raw -1606499.171822 + Penalty 3074.173607 = -1603424.998216
  nChanged 7
		SP:Iteration 95Q (132218.190000 sec): 3 clusters
  Score: Raw -1606500.090867 + Penalty 3074.173607 = -1603425.917260
  nChanged 8
		SP:Iteration 96Q (132218.490000 sec): 3 clusters
  Score: Raw -1606501.068184 + Penalty 3074.173607 = -1603426.894578
  nChanged 8
		SP:Iteration 97Q (132218.730000 sec): 3 clusters
  Score: Raw -1606502.515484 + Penalty 3074.173607 = -1603428.341877
  nChanged 7
		SP:Iteration 98Q (132218.980000 sec): 3 clusters
  Score: Raw -1606503.800780 + Penalty 3074.173607 = -1603429.627173
  nChanged 7
		SP:Iteration 99Q (132219.230000 sec): 3 clusters
  Score: Raw -1606505.233102 + Penalty 3074.173607 = -1603431.059495
  nChanged 4
		SP:Iteration 100F (132219.520000 sec): 3 clusters
  Score: Raw -1606505.932517 + Penalty 3074.173607 = -1603431.758911
  nChanged 3
		SP:Iteration 101Q (132219.730000 sec): 3 clusters
  Score: Raw -1606506.202460 + Penalty 3074.173607 = -1603432.028853
  nChanged 0
		SP:Iteration 102F (132219.980000 sec): 3 clusters
  Score: Raw -1606506.202460 + Penalty 3074.173607 = -1603432.028853
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 77 (168 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (132220.070000 sec): 2 clusters
  Score: Raw -9925.884633 + Penalty 832.644147 = -9093.240487
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (132220.240000 sec): 3 clusters
  Score: Raw -10210.383972 + Penalty 1665.288293 = -8545.095679
  nChanged 28
		SP:Iteration 1F (132220.410000 sec): 3 clusters
  Score: Raw -10391.286540 + Penalty 1665.288293 = -8725.998246
  nChanged 6
		SP:Iteration 2Q (132220.590000 sec): 3 clusters
  Score: Raw -10460.466618 + Penalty 1665.288293 = -8795.178325
  nChanged 2
		SP:Iteration 3Q (132220.770000 sec): 3 clusters
  Score: Raw -10510.131653 + Penalty 1665.288293 = -8844.843359
  nChanged 1
		SP:Iteration 4Q (132220.940000 sec): 3 clusters
  Score: Raw -10512.935591 + Penalty 1665.288293 = -8847.647297
  nChanged 0
		SP:Iteration 5F (132221.120000 sec): 3 clusters
  Score: Raw -10512.935591 + Penalty 1665.288293 = -8847.647297
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 78 (1004 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (132221.210000 sec): 2 clusters
  Score: Raw -124457.411524 + Penalty 1123.158936 = -123334.252587
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (132221.380000 sec): 3 clusters
  Score: Raw -124142.806975 + Penalty 2246.317873 = -121896.489102
  nChanged 280
		SP:Iteration 1F (132221.560000 sec): 3 clusters
  Score: Raw -124360.772101 + Penalty 2246.317873 = -122114.454228
  nChanged 63
		SP:Iteration 2F (132221.730000 sec): 3 clusters
  Score: Raw -124425.351476 + Penalty 2246.317873 = -122179.033603
  nChanged 27
		SP:Iteration 3Q (132221.910000 sec): 3 clusters
  Score: Raw -124455.894422 + Penalty 2246.317873 = -122209.576550
  nChanged 18
		SP:Iteration 4Q (132222.090000 sec): 3 clusters
  Score: Raw -124480.156583 + Penalty 2246.317873 = -122233.838710
  nChanged 21
		SP:Iteration 5Q (132222.260000 sec): 3 clusters
  Score: Raw -124508.912508 + Penalty 2246.317873 = -122262.594635
  nChanged 19
		SP:Iteration 6Q (132222.440000 sec): 3 clusters
  Score: Raw -124528.698796 + Penalty 2246.317873 = -122282.380924
  nChanged 11
		SP:Iteration 7Q (132222.610000 sec): 3 clusters
  Score: Raw -124540.085858 + Penalty 2246.317873 = -122293.767985
  nChanged 11
		SP:Iteration 8Q (132222.790000 sec): 3 clusters
  Score: Raw -124549.339043 + Penalty 2246.317873 = -122303.021170
  nChanged 10
		SP:Iteration 9Q (132222.970000 sec): 3 clusters
  Score: Raw -124558.062251 + Penalty 2246.317873 = -122311.744378
  nChanged 6
		SP:Iteration 10Q (132223.140000 sec): 3 clusters
  Score: Raw -124564.745265 + Penalty 2246.317873 = -122318.427392
  nChanged 3
		SP:Iteration 11Q (132223.320000 sec): 3 clusters
  Score: Raw -124567.210671 + Penalty 2246.317873 = -122320.892798
  nChanged 2
		SP:Iteration 12Q (132223.490000 sec): 3 clusters
  Score: Raw -124568.755491 + Penalty 2246.317873 = -122322.437618
  nChanged 2
		SP:Iteration 13Q (132223.670000 sec): 3 clusters
  Score: Raw -124569.515061 + Penalty 2246.317873 = -122323.197188
  nChanged 3
		SP:Iteration 14Q (132223.850000 sec): 3 clusters
  Score: Raw -124572.780470 + Penalty 2246.317873 = -122326.462598
  nChanged 1
		SP:Iteration 15Q (132224.020000 sec): 3 clusters
  Score: Raw -124572.965281 + Penalty 2246.317873 = -122326.647409
  nChanged 1
		SP:Iteration 16Q (132224.200000 sec): 3 clusters
  Score: Raw -124574.205846 + Penalty 2246.317873 = -122327.887974
  nChanged 2
		SP:Iteration 17Q (132224.370000 sec): 3 clusters
  Score: Raw -124576.817452 + Penalty 2246.317873 = -122330.499579
  nChanged 3
		SP:Iteration 18Q (132224.550000 sec): 3 clusters
  Score: Raw -124583.395035 + Penalty 2246.317873 = -122337.077162
  nChanged 6
		SP:Iteration 19Q (132224.730000 sec): 3 clusters
  Score: Raw -124586.576167 + Penalty 2246.317873 = -122340.258294
  nChanged 1
		SP:Iteration 20F (132224.900000 sec): 3 clusters
  Score: Raw -124587.052976 + Penalty 2246.317873 = -122340.735104
  nChanged 0
Iteration 539Q (132388.780000 sec): 80 clusters
  Score: Raw -104769790.759173 + Penalty 175738.351369 = -104594052.407804
  nChanged 95
Iteration 540F (132610.900000 sec): 80 clusters
  Score: Raw -104769917.331422 + Penalty 175738.351369 = -104594178.980053
  nChanged 119
Iteration 541Q (132777.090000 sec): 80 clusters
  Score: Raw -104770069.310124 + Penalty 175738.351369 = -104594330.958755
  nChanged 98
Iteration 542Q (132942.600000 sec): 80 clusters
  Score: Raw -104770120.633299 + Penalty 175738.351369 = -104594382.281930
  nChanged 100
Iteration 543Q (133109.160000 sec): 80 clusters
  Score: Raw -104770153.507315 + Penalty 175738.351369 = -104594415.155947
  nChanged 96
Iteration 544Q (133273.880000 sec): 80 clusters
  Score: Raw -104770172.912881 + Penalty 175738.351369 = -104594434.561512
  nChanged 78
Iteration 545Q (133439.580000 sec): 80 clusters
  Score: Raw -104770178.753136 + Penalty 175738.351369 = -104594440.401767
  nChanged 72
Iteration 546Q (133606.460000 sec): 80 clusters
  Score: Raw -104770181.739372 + Penalty 175738.351369 = -104594443.388004
  nChanged 67
Iteration 547Q (133772.760000 sec): 80 clusters
  Score: Raw -104770184.400689 + Penalty 175738.351369 = -104594446.049320
  nChanged 62
Iteration 548Q (133934.930000 sec): 80 clusters
  Score: Raw -104770188.225527 + Penalty 175738.351369 = -104594449.874158
  nChanged 60
Iteration 549Q (134097.880000 sec): 80 clusters
  Score: Raw -104770193.585132 + Penalty 175738.351369 = -104594455.233763
  nChanged 54
Iteration 550Q (134263.840000 sec): 80 clusters
  Score: Raw -104770196.971136 + Penalty 175738.351369 = -104594458.619768
  nChanged 55
Iteration 551Q (134430.360000 sec): 80 clusters
  Score: Raw -104770198.616196 + Penalty 175738.351369 = -104594460.264827
  nChanged 50
Iteration 552Q (134595.830000 sec): 80 clusters
  Score: Raw -104770199.954769 + Penalty 175738.351369 = -104594461.603400
  nChanged 37
Iteration 553Q (134762.170000 sec): 80 clusters
  Score: Raw -104770201.568228 + Penalty 175738.351369 = -104594463.216860
  nChanged 50
Iteration 554Q (134927.810000 sec): 80 clusters
  Score: Raw -104770203.782898 + Penalty 175738.351369 = -104594465.431529
  nChanged 45
Iteration 555Q (135091.910000 sec): 80 clusters
  Score: Raw -104770205.637602 + Penalty 175738.351369 = -104594467.286234
  nChanged 40
Iteration 556Q (135256.830000 sec): 80 clusters
  Score: Raw -104770206.725590 + Penalty 175738.351369 = -104594468.374221
  nChanged 38
Iteration 557Q (135421.760000 sec): 80 clusters
  Score: Raw -104770208.104490 + Penalty 175738.351369 = -104594469.753121
  nChanged 48
Iteration 558Q (135587.070000 sec): 80 clusters
  Score: Raw -104770209.767323 + Penalty 175738.351369 = -104594471.415954
  nChanged 46
Iteration 559Q (135753.500000 sec): 80 clusters
  Score: Raw -104770211.117621 + Penalty 175738.351369 = -104594472.766252
  nChanged 53
Iteration 560F (135980.790000 sec): 80 clusters
  Score: Raw -104770219.954755 + Penalty 175738.351369 = -104594481.603386
  nChanged 46
Iteration 561Q (136144.520000 sec): 80 clusters
  Score: Raw -104770247.163868 + Penalty 175738.351369 = -104594508.812499
  nChanged 58
Iteration 562Q (136310.030000 sec): 80 clusters
  Score: Raw -104770268.383288 + Penalty 175738.351369 = -104594530.031919
  nChanged 66
Iteration 563Q (136477.080000 sec): 80 clusters
  Score: Raw -104770282.955883 + Penalty 175738.351369 = -104594544.604514
  nChanged 75
Iteration 564Q (136643.240000 sec): 80 clusters
  Score: Raw -104770292.006909 + Penalty 175738.351369 = -104594553.655540
  nChanged 75
Iteration 565Q (136807.040000 sec): 80 clusters
  Score: Raw -104770295.986422 + Penalty 175738.351369 = -104594557.635053
  nChanged 70
Iteration 566Q (136972.090000 sec): 80 clusters
  Score: Raw -104770299.077094 + Penalty 175738.351369 = -104594560.725725
  nChanged 56
Iteration 567Q (137137.990000 sec): 80 clusters
  Score: Raw -104770301.365789 + Penalty 175738.351369 = -104594563.014420
  nChanged 48
Iteration 568Q (137303.170000 sec): 80 clusters
  Score: Raw -104770302.873680 + Penalty 175738.351369 = -104594564.522311
  nChanged 44
Iteration 569Q (137469.420000 sec): 80 clusters
  Score: Raw -104770304.527885 + Penalty 175738.351369 = -104594566.176516
  nChanged 37
Iteration 570Q (137634.320000 sec): 80 clusters
  Score: Raw -104770307.068630 + Penalty 175738.351369 = -104594568.717261
  nChanged 37
Iteration 571Q (137800.480000 sec): 80 clusters
  Score: Raw -104770310.172402 + Penalty 175738.351369 = -104594571.821033
  nChanged 47
Iteration 572Q (137966.970000 sec): 80 clusters
  Score: Raw -104770312.667114 + Penalty 175738.351369 = -104594574.315745
  nChanged 38
Iteration 573Q (138131.970000 sec): 80 clusters
  Score: Raw -104770313.719545 + Penalty 175738.351369 = -104594575.368176
  nChanged 34
Iteration 574Q (138297.890000 sec): 80 clusters
  Score: Raw -104770314.760340 + Penalty 175738.351369 = -104594576.408971
  nChanged 28
Iteration 575Q (138463.980000 sec): 80 clusters
  Score: Raw -104770315.653911 + Penalty 175738.351369 = -104594577.302542
  nChanged 36
Iteration 576Q (138629.010000 sec): 80 clusters
  Score: Raw -104770316.486974 + Penalty 175738.351369 = -104594578.135605
  nChanged 38
Iteration 577Q (138795.090000 sec): 80 clusters
  Score: Raw -104770317.588200 + Penalty 175738.351369 = -104594579.236831
  nChanged 44
Iteration 578Q (138961.690000 sec): 80 clusters
  Score: Raw -104770319.031412 + Penalty 175738.351369 = -104594580.680043
  nChanged 51
Writing temp clu file 
Because OldScore, -104594579.236831, is greater than current (better) Score,-104594580.680043 
 Compute initial score before splitting:   Score: Raw -104770319.031412 + Penalty 175738.351369 = -104594580.680043
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 1 (379 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (138961.860000 sec): 2 clusters
  Score: Raw -35668.273532 + Penalty 964.849633 = -34703.423898
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (138962.030000 sec): 3 clusters
  Score: Raw -35683.992349 + Penalty 1929.699267 = -33754.293083
  nChanged 92
		SP:Iteration 1F (138962.180000 sec): 3 clusters
  Score: Raw -35841.298072 + Penalty 1929.699267 = -33911.598806
  nChanged 19
		SP:Iteration 2F (138962.340000 sec): 3 clusters
  Score: Raw -35887.002726 + Penalty 1929.699267 = -33957.303459
  nChanged 12
		SP:Iteration 3Q (138962.500000 sec): 3 clusters
  Score: Raw -35933.278381 + Penalty 1929.699267 = -34003.579114
  nChanged 12
		SP:Iteration 4Q (138962.660000 sec): 3 clusters
  Score: Raw -35961.423111 + Penalty 1929.699267 = -34031.723845
  nChanged 9
		SP:Iteration 5Q (138962.820000 sec): 3 clusters
  Score: Raw -35988.966060 + Penalty 1929.699267 = -34059.266793
  nChanged 2
		SP:Iteration 6Q (138962.990000 sec): 3 clusters
  Score: Raw -35992.651605 + Penalty 1929.699267 = -34062.952339
  nChanged 0
		SP:Iteration 7F (138963.170000 sec): 3 clusters
  Score: Raw -35992.651605 + Penalty 1929.699267 = -34062.952339
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 2 (29001 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (138963.430000 sec): 2 clusters
  Score: Raw -3554200.837027 + Penalty 1669.701409 = -3552531.135619
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (138963.890000 sec): 3 clusters
  Score: Raw -3536410.028734 + Penalty 3339.402817 = -3533070.625917
  nChanged 13099
		SP:Iteration 1F (138964.260000 sec): 3 clusters
  Score: Raw -3543732.053418 + Penalty 3339.402817 = -3540392.650601
  nChanged 1536
		SP:Iteration 2F (138964.670000 sec): 3 clusters
  Score: Raw -3544299.548346 + Penalty 3339.402817 = -3540960.145529
  nChanged 1495
		SP:Iteration 3F (138965.080000 sec): 3 clusters
  Score: Raw -3544886.561454 + Penalty 3339.402817 = -3541547.158637
  nChanged 1507
		SP:Iteration 4F (138965.480000 sec): 3 clusters
  Score: Raw -3545540.193456 + Penalty 3339.402817 = -3542200.790639
  nChanged 1569
		SP:Iteration 5F (138965.900000 sec): 3 clusters
  Score: Raw -3546261.172795 + Penalty 3339.402817 = -3542921.769978
  nChanged 1593
		SP:Iteration 6F (138966.300000 sec): 3 clusters
  Score: Raw -3547005.141443 + Penalty 3339.402817 = -3543665.738626
  nChanged 1494
		SP:Iteration 7F (138966.710000 sec): 3 clusters
  Score: Raw -3547698.875453 + Penalty 3339.402817 = -3544359.472636
  nChanged 1358
		SP:Iteration 8Q (138967.120000 sec): 3 clusters
  Score: Raw -3548341.496640 + Penalty 3339.402817 = -3545002.093823
  nChanged 1237
		SP:Iteration 9Q (138967.530000 sec): 3 clusters
  Score: Raw -3548934.514589 + Penalty 3339.402817 = -3545595.111772
  nChanged 1142
		SP:Iteration 10Q (138967.940000 sec): 3 clusters
  Score: Raw -3549500.400792 + Penalty 3339.402817 = -3546160.997975
  nChanged 1106
		SP:Iteration 11Q (138968.350000 sec): 3 clusters
  Score: Raw -3550132.609683 + Penalty 3339.402817 = -3546793.206866
  nChanged 1188
		SP:Iteration 12Q (138968.760000 sec): 3 clusters
  Score: Raw -3550869.600507 + Penalty 3339.402817 = -3547530.197689
  nChanged 1135
		SP:Iteration 13Q (138969.180000 sec): 3 clusters
  Score: Raw -3551666.683000 + Penalty 3339.402817 = -3548327.280183
  nChanged 1016
		SP:Iteration 14Q (138969.500000 sec): 3 clusters
  Score: Raw -3552436.281472 + Penalty 3339.402817 = -3549096.878654
  nChanged 830
		SP:Iteration 15Q (138969.820000 sec): 3 clusters
  Score: Raw -3553098.758522 + Penalty 3339.402817 = -3549759.355705
  nChanged 608
		SP:Iteration 16Q (138970.290000 sec): 3 clusters
  Score: Raw -3553604.338607 + Penalty 3339.402817 = -3550264.935790
  nChanged 363
		SP:Iteration 17Q (138970.660000 sec): 3 clusters
  Score: Raw -3553902.242859 + Penalty 3339.402817 = -3550562.840042
  nChanged 233
		SP:Iteration 18Q (138971.030000 sec): 3 clusters
  Score: Raw -3554090.919418 + Penalty 3339.402817 = -3550751.516601
  nChanged 126
		SP:Iteration 19Q (138971.330000 sec): 3 clusters
  Score: Raw -3554194.734980 + Penalty 3339.402817 = -3550855.332163
  nChanged 76
		SP:Iteration 20F (138971.610000 sec): 3 clusters
  Score: Raw -3554261.547125 + Penalty 3339.402817 = -3550922.144308
  nChanged 48
		SP:Iteration 21Q (138971.990000 sec): 3 clusters
  Score: Raw -3554306.064294 + Penalty 3339.402817 = -3550966.661477
  nChanged 32
		SP:Iteration 22Q (138972.310000 sec): 3 clusters
  Score: Raw -3554337.624939 + Penalty 3339.402817 = -3550998.222122
  nChanged 21
		SP:Iteration 23Q (138972.640000 sec): 3 clusters
  Score: Raw -3554359.236833 + Penalty 3339.402817 = -3551019.834016
  nChanged 17
		SP:Iteration 24Q (138972.960000 sec): 3 clusters
  Score: Raw -3554378.714850 + Penalty 3339.402817 = -3551039.312033
  nChanged 14
		SP:Iteration 25Q (138973.290000 sec): 3 clusters
  Score: Raw -3554391.457460 + Penalty 3339.402817 = -3551052.054643
  nChanged 7
		SP:Iteration 26Q (138973.620000 sec): 3 clusters
  Score: Raw -3554397.980721 + Penalty 3339.402817 = -3551058.577904
  nChanged 11
		SP:Iteration 27Q (138973.940000 sec): 3 clusters
  Score: Raw -3554407.583174 + Penalty 3339.402817 = -3551068.180357
  nChanged 9
		SP:Iteration 28Q (138974.270000 sec): 3 clusters
  Score: Raw -3554417.139393 + Penalty 3339.402817 = -3551077.736576
  nChanged 5
		SP:Iteration 29Q (138974.600000 sec): 3 clusters
  Score: Raw -3554421.595245 + Penalty 3339.402817 = -3551082.192428
  nChanged 1
		SP:Iteration 30Q (138974.920000 sec): 3 clusters
  Score: Raw -3554422.492447 + Penalty 3339.402817 = -3551083.089630
  nChanged 2
		SP:Iteration 31Q (138975.240000 sec): 3 clusters
  Score: Raw -3554423.765128 + Penalty 3339.402817 = -3551084.362311
  nChanged 1
		SP:Iteration 32Q (138975.570000 sec): 3 clusters
  Score: Raw -3554424.226317 + Penalty 3339.402817 = -3551084.823499
  nChanged 0
		SP:Iteration 33F (138975.940000 sec): 3 clusters
  Score: Raw -3554424.226317 + Penalty 3339.402817 = -3551084.823499
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 3 (5565 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (138976.020000 sec): 2 clusters
  Score: Raw -680434.750040 + Penalty 1401.440993 = -679033.309047
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (138976.190000 sec): 3 clusters
  Score: Raw -677491.426533 + Penalty 2802.881986 = -674688.544547
  nChanged 2277
		SP:Iteration 1F (138976.360000 sec): 3 clusters
  Score: Raw -678751.642104 + Penalty 2802.881986 = -675948.760118
  nChanged 414
		SP:Iteration 2F (138976.530000 sec): 3 clusters
  Score: Raw -678985.640576 + Penalty 2802.881986 = -676182.758590
  nChanged 328
		SP:Iteration 3F (138976.700000 sec): 3 clusters
  Score: Raw -679140.043557 + Penalty 2802.881986 = -676337.161571
  nChanged 246
		SP:Iteration 4Q (138976.880000 sec): 3 clusters
  Score: Raw -679248.686057 + Penalty 2802.881986 = -676445.804071
  nChanged 199
		SP:Iteration 5Q (138977.040000 sec): 3 clusters
  Score: Raw -679326.214025 + Penalty 2802.881986 = -676523.332039
  nChanged 158
		SP:Iteration 6Q (138977.220000 sec): 3 clusters
  Score: Raw -679385.880028 + Penalty 2802.881986 = -676582.998042
  nChanged 145
		SP:Iteration 7Q (138977.430000 sec): 3 clusters
  Score: Raw -679444.318449 + Penalty 2802.881986 = -676641.436464
  nChanged 149
		SP:Iteration 8Q (138977.600000 sec): 3 clusters
  Score: Raw -679511.537987 + Penalty 2802.881986 = -676708.656002
  nChanged 163
		SP:Iteration 9Q (138977.770000 sec): 3 clusters
  Score: Raw -679599.060071 + Penalty 2802.881986 = -676796.178085
  nChanged 178
		SP:Iteration 10Q (138977.940000 sec): 3 clusters
  Score: Raw -679692.704119 + Penalty 2802.881986 = -676889.822133
  nChanged 167
		SP:Iteration 11Q (138978.120000 sec): 3 clusters
  Score: Raw -679805.922590 + Penalty 2802.881986 = -677003.040604
  nChanged 195
		SP:Iteration 12Q (138978.280000 sec): 3 clusters
  Score: Raw -679928.236933 + Penalty 2802.881986 = -677125.354948
  nChanged 173
		SP:Iteration 13Q (138978.460000 sec): 3 clusters
  Score: Raw -680039.776366 + Penalty 2802.881986 = -677236.894381
  nChanged 163
		SP:Iteration 14Q (138978.630000 sec): 3 clusters
  Score: Raw -680141.609389 + Penalty 2802.881986 = -677338.727404
  nChanged 152
		SP:Iteration 15Q (138978.800000 sec): 3 clusters
  Score: Raw -680221.062488 + Penalty 2802.881986 = -677418.180502
  nChanged 112
		SP:Iteration 16Q (138978.970000 sec): 3 clusters
  Score: Raw -680273.502590 + Penalty 2802.881986 = -677470.620604
  nChanged 101
		SP:Iteration 17Q (138979.140000 sec): 3 clusters
  Score: Raw -680326.687660 + Penalty 2802.881986 = -677523.805675
  nChanged 86
		SP:Iteration 18Q (138979.340000 sec): 3 clusters
  Score: Raw -680371.489522 + Penalty 2802.881986 = -677568.607537
  nChanged 89
		SP:Iteration 19Q (138979.530000 sec): 3 clusters
  Score: Raw -680412.651039 + Penalty 2802.881986 = -677609.769053
  nChanged 68
		SP:Iteration 20F (138979.700000 sec): 3 clusters
  Score: Raw -680445.486552 + Penalty 2802.881986 = -677642.604566
  nChanged 64
		SP:Iteration 21Q (138979.880000 sec): 3 clusters
  Score: Raw -680472.273678 + Penalty 2802.881986 = -677669.391692
  nChanged 49
		SP:Iteration 22Q (138980.050000 sec): 3 clusters
  Score: Raw -680492.596316 + Penalty 2802.881986 = -677689.714330
  nChanged 42
		SP:Iteration 23Q (138980.220000 sec): 3 clusters
  Score: Raw -680513.821340 + Penalty 2802.881986 = -677710.939354
  nChanged 40
		SP:Iteration 24Q (138980.400000 sec): 3 clusters
  Score: Raw -680530.595757 + Penalty 2802.881986 = -677727.713771
  nChanged 32
		SP:Iteration 25Q (138980.570000 sec): 3 clusters
  Score: Raw -680541.208665 + Penalty 2802.881986 = -677738.326679
  nChanged 23
		SP:Iteration 26Q (138980.740000 sec): 3 clusters
  Score: Raw -680549.660816 + Penalty 2802.881986 = -677746.778830
  nChanged 22
		SP:Iteration 27Q (138980.920000 sec): 3 clusters
  Score: Raw -680560.409570 + Penalty 2802.881986 = -677757.527585
  nChanged 24
		SP:Iteration 28Q (138981.090000 sec): 3 clusters
  Score: Raw -680570.687937 + Penalty 2802.881986 = -677767.805952
  nChanged 19
		SP:Iteration 29Q (138981.260000 sec): 3 clusters
  Score: Raw -680577.133551 + Penalty 2802.881986 = -677774.251565
  nChanged 20
		SP:Iteration 30Q (138981.430000 sec): 3 clusters
  Score: Raw -680586.587755 + Penalty 2802.881986 = -677783.705769
  nChanged 21
		SP:Iteration 31Q (138981.610000 sec): 3 clusters
  Score: Raw -680598.212944 + Penalty 2802.881986 = -677795.330958
  nChanged 29
		SP:Iteration 32Q (138981.780000 sec): 3 clusters
  Score: Raw -680609.823046 + Penalty 2802.881986 = -677806.941060
  nChanged 21
		SP:Iteration 33Q (138981.950000 sec): 3 clusters
  Score: Raw -680619.372595 + Penalty 2802.881986 = -677816.490610
  nChanged 22
		SP:Iteration 34Q (138982.120000 sec): 3 clusters
  Score: Raw -680630.198310 + Penalty 2802.881986 = -677827.316324
  nChanged 24
		SP:Iteration 35Q (138982.300000 sec): 3 clusters
  Score: Raw -680640.604464 + Penalty 2802.881986 = -677837.722478
  nChanged 19
		SP:Iteration 36Q (138982.470000 sec): 3 clusters
  Score: Raw -680648.926521 + Penalty 2802.881986 = -677846.044535
  nChanged 19
		SP:Iteration 37Q (138982.640000 sec): 3 clusters
  Score: Raw -680657.439857 + Penalty 2802.881986 = -677854.557871
  nChanged 20
		SP:Iteration 38Q (138982.820000 sec): 3 clusters
  Score: Raw -680667.203163 + Penalty 2802.881986 = -677864.321177
  nChanged 16
		SP:Iteration 39Q (138982.990000 sec): 3 clusters
  Score: Raw -680676.750018 + Penalty 2802.881986 = -677873.868032
  nChanged 18
		SP:Iteration 40F (138983.160000 sec): 3 clusters
  Score: Raw -680684.697070 + Penalty 2802.881986 = -677881.815084
  nChanged 11
		SP:Iteration 41Q (138983.340000 sec): 3 clusters
  Score: Raw -680691.095841 + Penalty 2802.881986 = -677888.213855
  nChanged 13
		SP:Iteration 42Q (138983.510000 sec): 3 clusters
  Score: Raw -680698.213594 + Penalty 2802.881986 = -677895.331609
  nChanged 12
		SP:Iteration 43Q (138983.680000 sec): 3 clusters
  Score: Raw -680703.993290 + Penalty 2802.881986 = -677901.111304
  nChanged 14
		SP:Iteration 44Q (138983.850000 sec): 3 clusters
  Score: Raw -680709.070283 + Penalty 2802.881986 = -677906.188297
  nChanged 13
		SP:Iteration 45Q (138984.030000 sec): 3 clusters
  Score: Raw -680716.853509 + Penalty 2802.881986 = -677913.971523
  nChanged 14
		SP:Iteration 46Q (138984.180000 sec): 3 clusters
  Score: Raw -680724.708806 + Penalty 2802.881986 = -677921.826821
  nChanged 20
		SP:Iteration 47Q (138984.400000 sec): 3 clusters
  Score: Raw -680735.900938 + Penalty 2802.881986 = -677933.018952
  nChanged 22
		SP:Iteration 48Q (138984.540000 sec): 3 clusters
  Score: Raw -680746.237297 + Penalty 2802.881986 = -677943.355312
  nChanged 14
		SP:Iteration 49Q (138984.710000 sec): 3 clusters
  Score: Raw -680754.953624 + Penalty 2802.881986 = -677952.071638
  nChanged 12
		SP:Iteration 50Q (138984.880000 sec): 3 clusters
  Score: Raw -680759.931711 + Penalty 2802.881986 = -677957.049726
  nChanged 8
		SP:Iteration 51Q (138985.050000 sec): 3 clusters
  Score: Raw -680765.560336 + Penalty 2802.881986 = -677962.678351
  nChanged 15
		SP:Iteration 52Q (138985.220000 sec): 3 clusters
  Score: Raw -680775.678137 + Penalty 2802.881986 = -677972.796151
  nChanged 16
		SP:Iteration 53Q (138985.390000 sec): 3 clusters
  Score: Raw -680784.169644 + Penalty 2802.881986 = -677981.287658
  nChanged 20
		SP:Iteration 54Q (138985.560000 sec): 3 clusters
  Score: Raw -680792.790872 + Penalty 2802.881986 = -677989.908887
  nChanged 13
		SP:Iteration 55Q (138985.730000 sec): 3 clusters
  Score: Raw -680803.640399 + Penalty 2802.881986 = -678000.758413
  nChanged 16
		SP:Iteration 56Q (138985.900000 sec): 3 clusters
  Score: Raw -680814.584571 + Penalty 2802.881986 = -678011.702586
  nChanged 14
		SP:Iteration 57Q (138986.070000 sec): 3 clusters
  Score: Raw -680824.980939 + Penalty 2802.881986 = -678022.098953
  nChanged 18
		SP:Iteration 58Q (138986.240000 sec): 3 clusters
  Score: Raw -680844.384390 + Penalty 2802.881986 = -678041.502404
  nChanged 20
		SP:Iteration 59Q (138986.420000 sec): 3 clusters
  Score: Raw -680872.390804 + Penalty 2802.881986 = -678069.508818
  nChanged 34
		SP:Iteration 60F (138986.580000 sec): 3 clusters
  Score: Raw -680907.962303 + Penalty 2802.881986 = -678105.080317
  nChanged 35
		SP:Iteration 61Q (138986.760000 sec): 3 clusters
  Score: Raw -680936.992985 + Penalty 2802.881986 = -678134.110999
  nChanged 31
		SP:Iteration 62Q (138986.950000 sec): 3 clusters
  Score: Raw -680949.871056 + Penalty 2802.881986 = -678146.989070
  nChanged 13
		SP:Iteration 63Q (138987.140000 sec): 3 clusters
  Score: Raw -680955.274330 + Penalty 2802.881986 = -678152.392345
  nChanged 11
		SP:Iteration 64Q (138987.310000 sec): 3 clusters
  Score: Raw -680960.254055 + Penalty 2802.881986 = -678157.372069
  nChanged 5
		SP:Iteration 65Q (138987.480000 sec): 3 clusters
  Score: Raw -680961.902702 + Penalty 2802.881986 = -678159.020716
  nChanged 5
		SP:Iteration 66Q (138987.660000 sec): 3 clusters
  Score: Raw -680964.013309 + Penalty 2802.881986 = -678161.131323
  nChanged 11
		SP:Iteration 67Q (138987.820000 sec): 3 clusters
  Score: Raw -680968.375806 + Penalty 2802.881986 = -678165.493820
  nChanged 10
		SP:Iteration 68Q (138988.000000 sec): 3 clusters
  Score: Raw -680972.511964 + Penalty 2802.881986 = -678169.629979
  nChanged 8
		SP:Iteration 69Q (138988.170000 sec): 3 clusters
  Score: Raw -680975.774602 + Penalty 2802.881986 = -678172.892617
  nChanged 6
		SP:Iteration 70Q (138988.340000 sec): 3 clusters
  Score: Raw -680977.360999 + Penalty 2802.881986 = -678174.479013
  nChanged 5
		SP:Iteration 71Q (138988.560000 sec): 3 clusters
  Score: Raw -680979.190261 + Penalty 2802.881986 = -678176.308275
  nChanged 3
		SP:Iteration 72Q (138988.690000 sec): 3 clusters
  Score: Raw -680980.058248 + Penalty 2802.881986 = -678177.176262
  nChanged 3
		SP:Iteration 73Q (138988.860000 sec): 3 clusters
  Score: Raw -680980.911644 + Penalty 2802.881986 = -678178.029658
  nChanged 4
		SP:Iteration 74Q (138989.040000 sec): 3 clusters
  Score: Raw -680981.846548 + Penalty 2802.881986 = -678178.964562
  nChanged 4
		SP:Iteration 75Q (138989.200000 sec): 3 clusters
  Score: Raw -680982.760023 + Penalty 2802.881986 = -678179.878037
  nChanged 3
		SP:Iteration 76Q (138989.380000 sec): 3 clusters
  Score: Raw -680983.439844 + Penalty 2802.881986 = -678180.557859
  nChanged 4
		SP:Iteration 77Q (138989.550000 sec): 3 clusters
  Score: Raw -680984.482428 + Penalty 2802.881986 = -678181.600443
  nChanged 3
		SP:Iteration 78Q (138989.720000 sec): 3 clusters
  Score: Raw -680984.995070 + Penalty 2802.881986 = -678182.113084
  nChanged 5
		SP:Iteration 79Q (138989.890000 sec): 3 clusters
  Score: Raw -680986.648821 + Penalty 2802.881986 = -678183.766836
  nChanged 5
		SP:Iteration 80F (138990.060000 sec): 3 clusters
  Score: Raw -680987.803897 + Penalty 2802.881986 = -678184.921912
  nChanged 3
		SP:Iteration 81Q (138990.230000 sec): 3 clusters
  Score: Raw -680989.442362 + Penalty 2802.881986 = -678186.560376
  nChanged 7
		SP:Iteration 82Q (138990.400000 sec): 3 clusters
  Score: Raw -680993.042754 + Penalty 2802.881986 = -678190.160768
  nChanged 10
		SP:Iteration 83Q (138990.580000 sec): 3 clusters
  Score: Raw -680996.628358 + Penalty 2802.881986 = -678193.746372
  nChanged 6
		SP:Iteration 84Q (138990.740000 sec): 3 clusters
  Score: Raw -680998.785392 + Penalty 2802.881986 = -678195.903406
  nChanged 3
		SP:Iteration 85Q (138990.920000 sec): 3 clusters
  Score: Raw -680999.294061 + Penalty 2802.881986 = -678196.412075
  nChanged 2
		SP:Iteration 86Q (138991.090000 sec): 3 clusters
  Score: Raw -680999.514797 + Penalty 2802.881986 = -678196.632811
  nChanged 3
		SP:Iteration 87Q (138991.260000 sec): 3 clusters
  Score: Raw -681000.084422 + Penalty 2802.881986 = -678197.202436
  nChanged 1
		SP:Iteration 88Q (138991.430000 sec): 3 clusters
  Score: Raw -681000.317415 + Penalty 2802.881986 = -678197.435430
  nChanged 1
		SP:Iteration 89Q (138991.600000 sec): 3 clusters
  Score: Raw -681000.459176 + Penalty 2802.881986 = -678197.577191
  nChanged 0
		SP:Iteration 90F (138991.770000 sec): 3 clusters
  Score: Raw -681000.459176 + Penalty 2802.881986 = -678197.577191
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 4 (9278 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (138991.900000 sec): 2 clusters
  Score: Raw -1161879.457150 + Penalty 1484.502709 = -1160394.954442
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (138992.090000 sec): 3 clusters
  Score: Raw -1156660.377774 + Penalty 2969.005418 = -1153691.372356
  nChanged 3985
		SP:Iteration 1F (138992.280000 sec): 3 clusters
  Score: Raw -1158990.506819 + Penalty 2969.005418 = -1156021.501402
  nChanged 803
		SP:Iteration 2F (138992.460000 sec): 3 clusters
  Score: Raw -1159567.766171 + Penalty 2969.005418 = -1156598.760753
  nChanged 778
		SP:Iteration 3F (138992.650000 sec): 3 clusters
  Score: Raw -1160275.997476 + Penalty 2969.005418 = -1157306.992058
  nChanged 787
		SP:Iteration 4F (138992.840000 sec): 3 clusters
  Score: Raw -1160992.992507 + Penalty 2969.005418 = -1158023.987089
  nChanged 662
		SP:Iteration 5F (138993.030000 sec): 3 clusters
  Score: Raw -1161529.303575 + Penalty 2969.005418 = -1158560.298157
  nChanged 502
		SP:Iteration 6F (138993.310000 sec): 3 clusters
  Score: Raw -1161832.800340 + Penalty 2969.005418 = -1158863.794923
  nChanged 300
		SP:Iteration 7Q (138993.510000 sec): 3 clusters
  Score: Raw -1161988.841979 + Penalty 2969.005418 = -1159019.836561
  nChanged 228
		SP:Iteration 8Q (138993.690000 sec): 3 clusters
  Score: Raw -1162092.366361 + Penalty 2969.005418 = -1159123.360944
  nChanged 144
		SP:Iteration 9Q (138993.880000 sec): 3 clusters
  Score: Raw -1162149.273571 + Penalty 2969.005418 = -1159180.268154
  nChanged 111
		SP:Iteration 10Q (138994.080000 sec): 3 clusters
  Score: Raw -1162188.455169 + Penalty 2969.005418 = -1159219.449751
  nChanged 84
		SP:Iteration 11Q (138994.270000 sec): 3 clusters
  Score: Raw -1162215.795581 + Penalty 2969.005418 = -1159246.790163
  nChanged 61
		SP:Iteration 12Q (138994.460000 sec): 3 clusters
  Score: Raw -1162235.417081 + Penalty 2969.005418 = -1159266.411663
  nChanged 56
		SP:Iteration 13Q (138994.660000 sec): 3 clusters
  Score: Raw -1162254.121207 + Penalty 2969.005418 = -1159285.115789
  nChanged 46
		SP:Iteration 14Q (138994.850000 sec): 3 clusters
  Score: Raw -1162266.973335 + Penalty 2969.005418 = -1159297.967917
  nChanged 37
		SP:Iteration 15Q (138995.040000 sec): 3 clusters
  Score: Raw -1162276.314494 + Penalty 2969.005418 = -1159307.309076
  nChanged 30
		SP:Iteration 16Q (138995.230000 sec): 3 clusters
  Score: Raw -1162285.256529 + Penalty 2969.005418 = -1159316.251111
  nChanged 31
		SP:Iteration 17Q (138995.420000 sec): 3 clusters
  Score: Raw -1162292.845324 + Penalty 2969.005418 = -1159323.839906
  nChanged 28
		SP:Iteration 18Q (138995.610000 sec): 3 clusters
  Score: Raw -1162299.222651 + Penalty 2969.005418 = -1159330.217233
  nChanged 27
		SP:Iteration 19Q (138995.800000 sec): 3 clusters
  Score: Raw -1162306.904069 + Penalty 2969.005418 = -1159337.898651
  nChanged 22
		SP:Iteration 20F (138995.990000 sec): 3 clusters
  Score: Raw -1162311.614387 + Penalty 2969.005418 = -1159342.608969
  nChanged 15
		SP:Iteration 21Q (138996.180000 sec): 3 clusters
  Score: Raw -1162315.831976 + Penalty 2969.005418 = -1159346.826558
  nChanged 15
		SP:Iteration 22Q (138996.370000 sec): 3 clusters
  Score: Raw -1162318.864705 + Penalty 2969.005418 = -1159349.859287
  nChanged 14
		SP:Iteration 23Q (138996.570000 sec): 3 clusters
  Score: Raw -1162322.046336 + Penalty 2969.005418 = -1159353.040918
  nChanged 15
		SP:Iteration 24Q (138996.750000 sec): 3 clusters
  Score: Raw -1162325.093192 + Penalty 2969.005418 = -1159356.087775
  nChanged 12
		SP:Iteration 25Q (138996.950000 sec): 3 clusters
  Score: Raw -1162328.492390 + Penalty 2969.005418 = -1159359.486972
  nChanged 14
		SP:Iteration 26Q (138997.190000 sec): 3 clusters
  Score: Raw -1162332.267123 + Penalty 2969.005418 = -1159363.261705
  nChanged 19
		SP:Iteration 27Q (138997.370000 sec): 3 clusters
  Score: Raw -1162336.910094 + Penalty 2969.005418 = -1159367.904677
  nChanged 13
		SP:Iteration 28Q (138997.560000 sec): 3 clusters
  Score: Raw -1162340.229159 + Penalty 2969.005418 = -1159371.223741
  nChanged 12
		SP:Iteration 29Q (138997.750000 sec): 3 clusters
  Score: Raw -1162343.039461 + Penalty 2969.005418 = -1159374.034043
  nChanged 6
		SP:Iteration 30Q (138997.990000 sec): 3 clusters
  Score: Raw -1162344.812624 + Penalty 2969.005418 = -1159375.807206
  nChanged 5
		SP:Iteration 31Q (138998.180000 sec): 3 clusters
  Score: Raw -1162345.565857 + Penalty 2969.005418 = -1159376.560439
  nChanged 4
		SP:Iteration 32Q (138998.370000 sec): 3 clusters
  Score: Raw -1162346.185356 + Penalty 2969.005418 = -1159377.179939
  nChanged 2
		SP:Iteration 33Q (138998.560000 sec): 3 clusters
  Score: Raw -1162346.678178 + Penalty 2969.005418 = -1159377.672760
  nChanged 2
		SP:Iteration 34Q (138998.750000 sec): 3 clusters
  Score: Raw -1162347.140070 + Penalty 2969.005418 = -1159378.134652
  nChanged 2
		SP:Iteration 35Q (138998.980000 sec): 3 clusters
  Score: Raw -1162347.431567 + Penalty 2969.005418 = -1159378.426149
  nChanged 2
		SP:Iteration 36Q (138999.170000 sec): 3 clusters
  Score: Raw -1162347.623278 + Penalty 2969.005418 = -1159378.617860
  nChanged 1
		SP:Iteration 37Q (138999.360000 sec): 3 clusters
  Score: Raw -1162347.870619 + Penalty 2969.005418 = -1159378.865201
  nChanged 2
		SP:Iteration 38Q (138999.600000 sec): 3 clusters
  Score: Raw -1162348.224098 + Penalty 2969.005418 = -1159379.218680
  nChanged 3
		SP:Iteration 39Q (138999.790000 sec): 3 clusters
  Score: Raw -1162349.389945 + Penalty 2969.005418 = -1159380.384527
  nChanged 7
		SP:Iteration 40F (138999.980000 sec): 3 clusters
  Score: Raw -1162351.331171 + Penalty 2969.005418 = -1159382.325753
  nChanged 10
		SP:Iteration 41Q (139000.170000 sec): 3 clusters
  Score: Raw -1162353.723754 + Penalty 2969.005418 = -1159384.718336
  nChanged 4
		SP:Iteration 42Q (139000.370000 sec): 3 clusters
  Score: Raw -1162354.864106 + Penalty 2969.005418 = -1159385.858688
  nChanged 4
		SP:Iteration 43Q (139000.550000 sec): 3 clusters
  Score: Raw -1162355.724117 + Penalty 2969.005418 = -1159386.718699
  nChanged 4
		SP:Iteration 44Q (139000.750000 sec): 3 clusters
  Score: Raw -1162356.694556 + Penalty 2969.005418 = -1159387.689138
  nChanged 1
		SP:Iteration 45Q (139000.930000 sec): 3 clusters
  Score: Raw -1162356.773126 + Penalty 2969.005418 = -1159387.767708
  nChanged 1
		SP:Iteration 46Q (139001.120000 sec): 3 clusters
  Score: Raw -1162356.921497 + Penalty 2969.005418 = -1159387.916079
  nChanged 0
		SP:Iteration 47F (139001.310000 sec): 3 clusters
  Score: Raw -1162356.921497 + Penalty 2969.005418 = -1159387.916079
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 5 (186213 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (139002.400000 sec): 2 clusters
  Score: Raw -22424459.801865 + Penalty 1971.880050 = -22422487.921815
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (139003.940000 sec): 3 clusters
  Score: Raw -22301336.811784 + Penalty 3943.760099 = -22297393.051685
  nChanged 90241
		SP:Iteration 1F (139005.450000 sec): 3 clusters
  Score: Raw -22354953.633271 + Penalty 3943.760099 = -22351009.873172
  nChanged 5722
		SP:Iteration 2Q (139007.160000 sec): 3 clusters
  Score: Raw -22356319.149672 + Penalty 3943.760099 = -22352375.389573
  nChanged 6503
		SP:Iteration 3Q (139008.850000 sec): 3 clusters
  Score: Raw -22358192.039569 + Penalty 3943.760099 = -22354248.279470
  nChanged 7567
		SP:Iteration 4Q (139010.550000 sec): 3 clusters
  Score: Raw -22360914.757995 + Penalty 3943.760099 = -22356970.997896
  nChanged 9015
		SP:Iteration 5Q (139012.240000 sec): 3 clusters
  Score: Raw -22364861.715883 + Penalty 3943.760099 = -22360917.955784
  nChanged 10412
		SP:Iteration 6F (139013.870000 sec): 3 clusters
  Score: Raw -22370382.035340 + Penalty 3943.760099 = -22366438.275241
  nChanged 11412
		SP:Iteration 7F (139015.410000 sec): 3 clusters
  Score: Raw -22377565.930971 + Penalty 3943.760099 = -22373622.170871
  nChanged 11496
		SP:Iteration 8F (139017.040000 sec): 3 clusters
  Score: Raw -22385996.453480 + Penalty 3943.760099 = -22382052.693381
  nChanged 10865
		SP:Iteration 9F (139018.640000 sec): 3 clusters
  Score: Raw -22394540.825019 + Penalty 3943.760099 = -22390597.064920
  nChanged 9074
		SP:Iteration 10Q (139020.370000 sec): 3 clusters
  Score: Raw -22401842.849969 + Penalty 3943.760099 = -22397899.089870
  nChanged 7084
		SP:Iteration 11Q (139021.980000 sec): 3 clusters
  Score: Raw -22407411.573676 + Penalty 3943.760099 = -22403467.813577
  nChanged 5488
		SP:Iteration 12Q (139023.480000 sec): 3 clusters
  Score: Raw -22411488.255331 + Penalty 3943.760099 = -22407544.495232
  nChanged 4441
		SP:Iteration 13Q (139024.990000 sec): 3 clusters
  Score: Raw -22414722.694549 + Penalty 3943.760099 = -22410778.934450
  nChanged 3662
		SP:Iteration 14Q (139026.490000 sec): 3 clusters
  Score: Raw -22417373.879120 + Penalty 3943.760099 = -22413430.119020
  nChanged 2923
		SP:Iteration 15Q (139027.930000 sec): 3 clusters
  Score: Raw -22419502.354352 + Penalty 3943.760099 = -22415558.594253
  nChanged 2208
		SP:Iteration 16Q (139029.380000 sec): 3 clusters
  Score: Raw -22421098.611152 + Penalty 3943.760099 = -22417154.851052
  nChanged 1627
		SP:Iteration 17Q (139030.830000 sec): 3 clusters
  Score: Raw -22422280.050892 + Penalty 3943.760099 = -22418336.290793
  nChanged 1170
		SP:Iteration 18Q (139032.230000 sec): 3 clusters
  Score: Raw -22423133.018772 + Penalty 3943.760099 = -22419189.258673
  nChanged 822
		SP:Iteration 19Q (139033.640000 sec): 3 clusters
  Score: Raw -22423710.629770 + Penalty 3943.760099 = -22419766.869671
  nChanged 565
		SP:Iteration 20F (139035.230000 sec): 3 clusters
  Score: Raw -22424093.795041 + Penalty 3943.760099 = -22420150.034942
  nChanged 391
		SP:Iteration 21Q (139036.630000 sec): 3 clusters
  Score: Raw -22424356.943530 + Penalty 3943.760099 = -22420413.183431
  nChanged 253
		SP:Iteration 22Q (139038.050000 sec): 3 clusters
  Score: Raw -22424507.713667 + Penalty 3943.760099 = -22420563.953568
  nChanged 173
		SP:Iteration 23Q (139039.420000 sec): 3 clusters
  Score: Raw -22424608.872657 + Penalty 3943.760099 = -22420665.112558
  nChanged 116
		SP:Iteration 24Q (139040.870000 sec): 3 clusters
  Score: Raw -22424672.543506 + Penalty 3943.760099 = -22420728.783407
  nChanged 105
		SP:Iteration 25Q (139042.250000 sec): 3 clusters
  Score: Raw -22424740.797346 + Penalty 3943.760099 = -22420797.037246
  nChanged 72
		SP:Iteration 26Q (139043.680000 sec): 3 clusters
  Score: Raw -22424785.724231 + Penalty 3943.760099 = -22420841.964132
  nChanged 71
		SP:Iteration 27Q (139045.130000 sec): 3 clusters
  Score: Raw -22424824.419318 + Penalty 3943.760099 = -22420880.659219
  nChanged 52
		SP:Iteration 28Q (139046.480000 sec): 3 clusters
  Score: Raw -22424852.773543 + Penalty 3943.760099 = -22420909.013444
  nChanged 49
		SP:Iteration 29Q (139047.870000 sec): 3 clusters
  Score: Raw -22424878.849184 + Penalty 3943.760099 = -22420935.089084
  nChanged 40
		SP:Iteration 30Q (139049.280000 sec): 3 clusters
  Score: Raw -22424897.724233 + Penalty 3943.760099 = -22420953.964134
  nChanged 35
		SP:Iteration 31Q (139050.620000 sec): 3 clusters
  Score: Raw -22424914.031784 + Penalty 3943.760099 = -22420970.271684
  nChanged 33
		SP:Iteration 32Q (139051.930000 sec): 3 clusters
  Score: Raw -22424934.007954 + Penalty 3943.760099 = -22420990.247855
  nChanged 30
		SP:Iteration 33Q (139053.230000 sec): 3 clusters
  Score: Raw -22424949.277232 + Penalty 3943.760099 = -22421005.517133
  nChanged 24
		SP:Iteration 34Q (139054.520000 sec): 3 clusters
  Score: Raw -22424959.856468 + Penalty 3943.760099 = -22421016.096369
  nChanged 23
		SP:Iteration 35Q (139055.820000 sec): 3 clusters
  Score: Raw -22424967.506029 + Penalty 3943.760099 = -22421023.745930
  nChanged 8
		SP:Iteration 36Q (139057.130000 sec): 3 clusters
  Score: Raw -22424969.737639 + Penalty 3943.760099 = -22421025.977540
  nChanged 6
		SP:Iteration 37Q (139058.420000 sec): 3 clusters
  Score: Raw -22424971.993489 + Penalty 3943.760099 = -22421028.233390
  nChanged 6
		SP:Iteration 38Q (139059.730000 sec): 3 clusters
  Score: Raw -22424974.393099 + Penalty 3943.760099 = -22421030.633000
  nChanged 7
		SP:Iteration 39Q (139061.030000 sec): 3 clusters
  Score: Raw -22424976.861362 + Penalty 3943.760099 = -22421033.101262
  nChanged 9
		SP:Iteration 40F (139062.450000 sec): 3 clusters
  Score: Raw -22424980.780295 + Penalty 3943.760099 = -22421037.020196
  nChanged 10
		SP:Iteration 41Q (139063.870000 sec): 3 clusters
  Score: Raw -22424984.038638 + Penalty 3943.760099 = -22421040.278539
  nChanged 13
		SP:Iteration 42Q (139065.280000 sec): 3 clusters
  Score: Raw -22424988.994454 + Penalty 3943.760099 = -22421045.234355
  nChanged 10
		SP:Iteration 43Q (139066.690000 sec): 3 clusters
  Score: Raw -22424991.051782 + Penalty 3943.760099 = -22421047.291683
  nChanged 5
		SP:Iteration 44Q (139068.100000 sec): 3 clusters
  Score: Raw -22424991.943795 + Penalty 3943.760099 = -22421048.183696
  nChanged 6
		SP:Iteration 45Q (139069.470000 sec): 3 clusters
  Score: Raw -22424993.496932 + Penalty 3943.760099 = -22421049.736833
  nChanged 8
		SP:Iteration 46Q (139070.890000 sec): 3 clusters
  Score: Raw -22424997.300326 + Penalty 3943.760099 = -22421053.540227
  nChanged 11
		SP:Iteration 47Q (139072.310000 sec): 3 clusters
  Score: Raw -22425001.792867 + Penalty 3943.760099 = -22421058.032767
  nChanged 12
		SP:Iteration 48Q (139073.720000 sec): 3 clusters
  Score: Raw -22425007.326550 + Penalty 3943.760099 = -22421063.566451
  nChanged 14
		SP:Iteration 49Q (139075.110000 sec): 3 clusters
  Score: Raw -22425013.934207 + Penalty 3943.760099 = -22421070.174108
  nChanged 15
		SP:Iteration 50Q (139076.540000 sec): 3 clusters
  Score: Raw -22425020.345490 + Penalty 3943.760099 = -22421076.585391
  nChanged 12
		SP:Iteration 51Q (139077.880000 sec): 3 clusters
  Score: Raw -22425024.631009 + Penalty 3943.760099 = -22421080.870910
  nChanged 8
		SP:Iteration 52Q (139079.180000 sec): 3 clusters
  Score: Raw -22425027.836499 + Penalty 3943.760099 = -22421084.076400
  nChanged 6
		SP:Iteration 53Q (139080.520000 sec): 3 clusters
  Score: Raw -22425030.025512 + Penalty 3943.760099 = -22421086.265413
  nChanged 2
		SP:Iteration 54Q (139081.850000 sec): 3 clusters
  Score: Raw -22425030.349554 + Penalty 3943.760099 = -22421086.589454
  nChanged 1
		SP:Iteration 55Q (139083.260000 sec): 3 clusters
  Score: Raw -22425030.558287 + Penalty 3943.760099 = -22421086.798188
  nChanged 0
		SP:Iteration 56F (139084.790000 sec): 3 clusters
  Score: Raw -22425030.558287 + Penalty 3943.760099 = -22421086.798188
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 6 (201 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (139084.870000 sec): 2 clusters
  Score: Raw -17667.454326 + Penalty 861.787048 = -16805.667279
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (139085.030000 sec): 3 clusters
  Score: Raw -17830.139344 + Penalty 1723.574095 = -16106.565249
  nChanged 42
		SP:Iteration 1F (139085.190000 sec): 3 clusters
  Score: Raw -18082.351105 + Penalty 1723.574095 = -16358.777010
  nChanged 9
		SP:Iteration 2Q (139085.340000 sec): 3 clusters
  Score: Raw -18152.085673 + Penalty 1723.574095 = -16428.511578
  nChanged 2
		SP:Iteration 3Q (139085.500000 sec): 3 clusters
  Score: Raw -18166.871460 + Penalty 1723.574095 = -16443.297365
  nChanged 0
		SP:Iteration 4F (139085.660000 sec): 3 clusters
  Score: Raw -18166.871460 + Penalty 1723.574095 = -16443.297365
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 7 (10237 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (139085.780000 sec): 2 clusters
  Score: Raw -1216860.833653 + Penalty 1500.486632 = -1215360.347021
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (139086.020000 sec): 3 clusters
  Score: Raw -1211035.645858 + Penalty 3000.973263 = -1208034.672595
  nChanged 4383
		SP:Iteration 1F (139086.230000 sec): 3 clusters
  Score: Raw -1213422.740037 + Penalty 3000.973263 = -1210421.766774
  nChanged 667
		SP:Iteration 2F (139086.470000 sec): 3 clusters
  Score: Raw -1213768.991056 + Penalty 3000.973263 = -1210768.017793
  nChanged 634
		SP:Iteration 3F (139086.670000 sec): 3 clusters
  Score: Raw -1214136.322487 + Penalty 3000.973263 = -1211135.349224
  nChanged 641
		SP:Iteration 4F (139086.880000 sec): 3 clusters
  Score: Raw -1214544.268158 + Penalty 3000.973263 = -1211543.294895
  nChanged 622
		SP:Iteration 5F (139087.090000 sec): 3 clusters
  Score: Raw -1214968.280364 + Penalty 3000.973263 = -1211967.307101
  nChanged 605
		SP:Iteration 6F (139087.290000 sec): 3 clusters
  Score: Raw -1215412.233985 + Penalty 3000.973263 = -1212411.260721
  nChanged 544
		SP:Iteration 7F (139087.490000 sec): 3 clusters
  Score: Raw -1215861.857467 + Penalty 3000.973263 = -1212860.884204
  nChanged 430
		SP:Iteration 8Q (139087.700000 sec): 3 clusters
  Score: Raw -1216260.673627 + Penalty 3000.973263 = -1213259.700363
  nChanged 309
		SP:Iteration 9Q (139087.950000 sec): 3 clusters
  Score: Raw -1216609.670050 + Penalty 3000.973263 = -1213608.696787
  nChanged 195
		SP:Iteration 10Q (139088.200000 sec): 3 clusters
  Score: Raw -1216799.465871 + Penalty 3000.973263 = -1213798.492608
  nChanged 144
		SP:Iteration 11Q (139088.440000 sec): 3 clusters
  Score: Raw -1216930.563965 + Penalty 3000.973263 = -1213929.590702
  nChanged 96
		SP:Iteration 12Q (139088.610000 sec): 3 clusters
  Score: Raw -1217025.924599 + Penalty 3000.973263 = -1214024.951336
  nChanged 71
		SP:Iteration 13Q (139088.780000 sec): 3 clusters
  Score: Raw -1217092.775179 + Penalty 3000.973263 = -1214091.801915
  nChanged 63
		SP:Iteration 14Q (139088.960000 sec): 3 clusters
  Score: Raw -1217156.225275 + Penalty 3000.973263 = -1214155.252011
  nChanged 49
		SP:Iteration 15Q (139089.120000 sec): 3 clusters
  Score: Raw -1217193.302521 + Penalty 3000.973263 = -1214192.329258
  nChanged 32
		SP:Iteration 16Q (139089.300000 sec): 3 clusters
  Score: Raw -1217219.533137 + Penalty 3000.973263 = -1214218.559874
  nChanged 25
		SP:Iteration 17Q (139089.470000 sec): 3 clusters
  Score: Raw -1217242.201317 + Penalty 3000.973263 = -1214241.228054
  nChanged 28
		SP:Iteration 18Q (139089.640000 sec): 3 clusters
  Score: Raw -1217263.468201 + Penalty 3000.973263 = -1214262.494938
  nChanged 25
		SP:Iteration 19Q (139089.820000 sec): 3 clusters
  Score: Raw -1217290.658473 + Penalty 3000.973263 = -1214289.685210
  nChanged 24
		SP:Iteration 20F (139090.030000 sec): 3 clusters
  Score: Raw -1217323.140065 + Penalty 3000.973263 = -1214322.166801
  nChanged 26
		SP:Iteration 21Q (139090.200000 sec): 3 clusters
  Score: Raw -1217368.415846 + Penalty 3000.973263 = -1214367.442583
  nChanged 26
		SP:Iteration 22Q (139090.380000 sec): 3 clusters
  Score: Raw -1217414.410726 + Penalty 3000.973263 = -1214413.437462
  nChanged 28
		SP:Iteration 23Q (139090.560000 sec): 3 clusters
  Score: Raw -1217440.480965 + Penalty 3000.973263 = -1214439.507702
  nChanged 13
		SP:Iteration 24Q (139090.750000 sec): 3 clusters
  Score: Raw -1217449.638549 + Penalty 3000.973263 = -1214448.665286
  nChanged 13
		SP:Iteration 25Q (139090.930000 sec): 3 clusters
  Score: Raw -1217457.971135 + Penalty 3000.973263 = -1214456.997872
  nChanged 7
		SP:Iteration 26Q (139091.110000 sec): 3 clusters
  Score: Raw -1217462.653450 + Penalty 3000.973263 = -1214461.680187
  nChanged 5
		SP:Iteration 27Q (139091.300000 sec): 3 clusters
  Score: Raw -1217464.780227 + Penalty 3000.973263 = -1214463.806963
  nChanged 3
		SP:Iteration 28Q (139091.480000 sec): 3 clusters
  Score: Raw -1217466.997730 + Penalty 3000.973263 = -1214466.024467
  nChanged 1
		SP:Iteration 29Q (139091.660000 sec): 3 clusters
  Score: Raw -1217467.699647 + Penalty 3000.973263 = -1214466.726384
  nChanged 2
		SP:Iteration 30Q (139091.850000 sec): 3 clusters
  Score: Raw -1217468.720955 + Penalty 3000.973263 = -1214467.747691
  nChanged 0
		SP:Iteration 31F (139092.030000 sec): 3 clusters
  Score: Raw -1217468.720955 + Penalty 3000.973263 = -1214467.747691
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 8 (11983 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (139092.140000 sec): 2 clusters
  Score: Raw -1448576.833471 + Penalty 1526.077192 = -1447050.756279
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (139092.410000 sec): 3 clusters
  Score: Raw -1441562.266589 + Penalty 3052.154384 = -1438510.112205
  nChanged 5285
		SP:Iteration 1F (139092.670000 sec): 3 clusters
  Score: Raw -1444417.577068 + Penalty 3052.154384 = -1441365.422684
  nChanged 749
		SP:Iteration 2F (139092.820000 sec): 3 clusters
  Score: Raw -1444757.893768 + Penalty 3052.154384 = -1441705.739384
  nChanged 685
		SP:Iteration 3F (139093.060000 sec): 3 clusters
  Score: Raw -1445068.631380 + Penalty 3052.154384 = -1442016.476996
  nChanged 606
		SP:Iteration 4F (139093.300000 sec): 3 clusters
  Score: Raw -1445357.993714 + Penalty 3052.154384 = -1442305.839330
  nChanged 574
		SP:Iteration 5Q (139093.560000 sec): 3 clusters
  Score: Raw -1445609.765852 + Penalty 3052.154384 = -1442557.611469
  nChanged 523
		SP:Iteration 6Q (139093.800000 sec): 3 clusters
  Score: Raw -1445826.568245 + Penalty 3052.154384 = -1442774.413862
  nChanged 485
		SP:Iteration 7Q (139094.060000 sec): 3 clusters
  Score: Raw -1446032.309520 + Penalty 3052.154384 = -1442980.155136
  nChanged 459
		SP:Iteration 8Q (139094.350000 sec): 3 clusters
  Score: Raw -1446240.377296 + Penalty 3052.154384 = -1443188.222912
  nChanged 444
		SP:Iteration 9Q (139094.560000 sec): 3 clusters
  Score: Raw -1446446.900619 + Penalty 3052.154384 = -1443394.746235
  nChanged 428
		SP:Iteration 10Q (139094.820000 sec): 3 clusters
  Score: Raw -1446641.729762 + Penalty 3052.154384 = -1443589.575378
  nChanged 411
		SP:Iteration 11Q (139095.060000 sec): 3 clusters
  Score: Raw -1446827.901453 + Penalty 3052.154384 = -1443775.747069
  nChanged 366
		SP:Iteration 12Q (139095.320000 sec): 3 clusters
  Score: Raw -1447007.029399 + Penalty 3052.154384 = -1443954.875015
  nChanged 377
		SP:Iteration 13Q (139095.610000 sec): 3 clusters
  Score: Raw -1447210.914894 + Penalty 3052.154384 = -1444158.760510
  nChanged 373
		SP:Iteration 14Q (139095.830000 sec): 3 clusters
  Score: Raw -1447421.989674 + Penalty 3052.154384 = -1444369.835290
  nChanged 319
		SP:Iteration 15Q (139096.090000 sec): 3 clusters
  Score: Raw -1447596.442824 + Penalty 3052.154384 = -1444544.288440
  nChanged 273
		SP:Iteration 16Q (139096.380000 sec): 3 clusters
  Score: Raw -1447721.117204 + Penalty 3052.154384 = -1444668.962820
  nChanged 219
		SP:Iteration 17Q (139096.640000 sec): 3 clusters
  Score: Raw -1447806.955845 + Penalty 3052.154384 = -1444754.801461
  nChanged 190
		SP:Iteration 18Q (139096.820000 sec): 3 clusters
  Score: Raw -1447873.067828 + Penalty 3052.154384 = -1444820.913444
  nChanged 148
		SP:Iteration 19Q (139097.070000 sec): 3 clusters
  Score: Raw -1447922.735832 + Penalty 3052.154384 = -1444870.581449
  nChanged 136
		SP:Iteration 20F (139097.320000 sec): 3 clusters
  Score: Raw -1447968.495340 + Penalty 3052.154384 = -1444916.340956
  nChanged 129
		SP:Iteration 21Q (139097.480000 sec): 3 clusters
  Score: Raw -1448009.118857 + Penalty 3052.154384 = -1444956.964473
  nChanged 115
		SP:Iteration 22Q (139097.740000 sec): 3 clusters
  Score: Raw -1448041.131630 + Penalty 3052.154384 = -1444988.977246
  nChanged 92
		SP:Iteration 23Q (139097.960000 sec): 3 clusters
  Score: Raw -1448063.559718 + Penalty 3052.154384 = -1445011.405334
  nChanged 71
		SP:Iteration 24Q (139098.170000 sec): 3 clusters
  Score: Raw -1448081.448529 + Penalty 3052.154384 = -1445029.294145
  nChanged 70
		SP:Iteration 25Q (139098.470000 sec): 3 clusters
  Score: Raw -1448094.980487 + Penalty 3052.154384 = -1445042.826104
  nChanged 53
		SP:Iteration 26Q (139098.690000 sec): 3 clusters
  Score: Raw -1448103.969864 + Penalty 3052.154384 = -1445051.815480
  nChanged 44
		SP:Iteration 27Q (139098.940000 sec): 3 clusters
  Score: Raw -1448113.597785 + Penalty 3052.154384 = -1445061.443401
  nChanged 45
		SP:Iteration 28Q (139099.090000 sec): 3 clusters
  Score: Raw -1448121.482380 + Penalty 3052.154384 = -1445069.327996
  nChanged 29
		SP:Iteration 29Q (139099.340000 sec): 3 clusters
  Score: Raw -1448125.935059 + Penalty 3052.154384 = -1445073.780675
  nChanged 25
		SP:Iteration 30Q (139099.600000 sec): 3 clusters
  Score: Raw -1448129.840515 + Penalty 3052.154384 = -1445077.686131
  nChanged 22
		SP:Iteration 31Q (139099.820000 sec): 3 clusters
  Score: Raw -1448133.260763 + Penalty 3052.154384 = -1445081.106379
  nChanged 19
		SP:Iteration 32Q (139100.070000 sec): 3 clusters
  Score: Raw -1448135.876218 + Penalty 3052.154384 = -1445083.721834
  nChanged 19
		SP:Iteration 33Q (139100.320000 sec): 3 clusters
  Score: Raw -1448138.841944 + Penalty 3052.154384 = -1445086.687561
  nChanged 22
		SP:Iteration 34Q (139100.620000 sec): 3 clusters
  Score: Raw -1448142.559936 + Penalty 3052.154384 = -1445090.405552
  nChanged 24
		SP:Iteration 35Q (139100.830000 sec): 3 clusters
  Score: Raw -1448146.703155 + Penalty 3052.154384 = -1445094.548771
  nChanged 19
		SP:Iteration 36Q (139101.040000 sec): 3 clusters
  Score: Raw -1448149.794790 + Penalty 3052.154384 = -1445097.640407
  nChanged 26
		SP:Iteration 37Q (139101.260000 sec): 3 clusters
  Score: Raw -1448155.103307 + Penalty 3052.154384 = -1445102.948923
  nChanged 34
		SP:Iteration 38Q (139101.460000 sec): 3 clusters
  Score: Raw -1448161.716462 + Penalty 3052.154384 = -1445109.562079
  nChanged 31
		SP:Iteration 39Q (139101.710000 sec): 3 clusters
  Score: Raw -1448167.179966 + Penalty 3052.154384 = -1445115.025582
  nChanged 30
		SP:Iteration 40F (139101.960000 sec): 3 clusters
  Score: Raw -1448173.034516 + Penalty 3052.154384 = -1445120.880133
  nChanged 34
		SP:Iteration 41Q (139102.170000 sec): 3 clusters
  Score: Raw -1448178.682249 + Penalty 3052.154384 = -1445126.527865
  nChanged 27
		SP:Iteration 42Q (139102.370000 sec): 3 clusters
  Score: Raw -1448181.984435 + Penalty 3052.154384 = -1445129.830052
  nChanged 16
		SP:Iteration 43Q (139102.580000 sec): 3 clusters
  Score: Raw -1448184.213154 + Penalty 3052.154384 = -1445132.058771
  nChanged 18
		SP:Iteration 44Q (139102.830000 sec): 3 clusters
  Score: Raw -1448186.839549 + Penalty 3052.154384 = -1445134.685165
  nChanged 25
		SP:Iteration 45Q (139103.130000 sec): 3 clusters
  Score: Raw -1448191.907301 + Penalty 3052.154384 = -1445139.752917
  nChanged 37
		SP:Iteration 46Q (139103.310000 sec): 3 clusters
  Score: Raw -1448198.496602 + Penalty 3052.154384 = -1445146.342218
  nChanged 40
		SP:Iteration 47Q (139103.520000 sec): 3 clusters
  Score: Raw -1448206.556334 + Penalty 3052.154384 = -1445154.401951
  nChanged 37
		SP:Iteration 48Q (139103.730000 sec): 3 clusters
  Score: Raw -1448213.779127 + Penalty 3052.154384 = -1445161.624743
  nChanged 28
		SP:Iteration 49Q (139103.980000 sec): 3 clusters
  Score: Raw -1448218.304237 + Penalty 3052.154384 = -1445166.149853
  nChanged 21
		SP:Iteration 50Q (139104.210000 sec): 3 clusters
  Score: Raw -1448221.236307 + Penalty 3052.154384 = -1445169.081923
  nChanged 21
		SP:Iteration 51Q (139104.460000 sec): 3 clusters
  Score: Raw -1448223.773963 + Penalty 3052.154384 = -1445171.619580
  nChanged 14
		SP:Iteration 52Q (139104.710000 sec): 3 clusters
  Score: Raw -1448225.221376 + Penalty 3052.154384 = -1445173.066992
  nChanged 14
		SP:Iteration 53Q (139104.960000 sec): 3 clusters
  Score: Raw -1448227.432777 + Penalty 3052.154384 = -1445175.278393
  nChanged 24
		SP:Iteration 54Q (139105.210000 sec): 3 clusters
  Score: Raw -1448230.561860 + Penalty 3052.154384 = -1445178.407477
  nChanged 17
		SP:Iteration 55Q (139105.460000 sec): 3 clusters
  Score: Raw -1448232.872672 + Penalty 3052.154384 = -1445180.718288
  nChanged 17
		SP:Iteration 56Q (139105.710000 sec): 3 clusters
  Score: Raw -1448234.990367 + Penalty 3052.154384 = -1445182.835983
  nChanged 18
		SP:Iteration 57Q (139106.010000 sec): 3 clusters
  Score: Raw -1448237.842013 + Penalty 3052.154384 = -1445185.687629
  nChanged 15
		SP:Iteration 58Q (139106.180000 sec): 3 clusters
  Score: Raw -1448239.965321 + Penalty 3052.154384 = -1445187.810938
  nChanged 18
		SP:Iteration 59Q (139106.440000 sec): 3 clusters
  Score: Raw -1448242.642365 + Penalty 3052.154384 = -1445190.487982
  nChanged 13
		SP:Iteration 60F (139106.740000 sec): 3 clusters
  Score: Raw -1448244.338686 + Penalty 3052.154384 = -1445192.184302
  nChanged 21
		SP:Iteration 61Q (139106.910000 sec): 3 clusters
  Score: Raw -1448246.823427 + Penalty 3052.154384 = -1445194.669044
  nChanged 24
		SP:Iteration 62Q (139107.120000 sec): 3 clusters
  Score: Raw -1448249.583910 + Penalty 3052.154384 = -1445197.429526
  nChanged 20
		SP:Iteration 63Q (139107.330000 sec): 3 clusters
  Score: Raw -1448252.683202 + Penalty 3052.154384 = -1445200.528819
  nChanged 24
		SP:Iteration 64Q (139107.480000 sec): 3 clusters
  Score: Raw -1448256.591683 + Penalty 3052.154384 = -1445204.437299
  nChanged 18
		SP:Iteration 65Q (139107.760000 sec): 3 clusters
  Score: Raw -1448259.328580 + Penalty 3052.154384 = -1445207.174197
  nChanged 15
		SP:Iteration 66Q (139107.970000 sec): 3 clusters
  Score: Raw -1448261.120491 + Penalty 3052.154384 = -1445208.966107
  nChanged 17
		SP:Iteration 67Q (139108.180000 sec): 3 clusters
  Score: Raw -1448263.244276 + Penalty 3052.154384 = -1445211.089892
  nChanged 16
		SP:Iteration 68Q (139108.380000 sec): 3 clusters
  Score: Raw -1448264.780422 + Penalty 3052.154384 = -1445212.626038
  nChanged 9
		SP:Iteration 69Q (139108.590000 sec): 3 clusters
  Score: Raw -1448265.729938 + Penalty 3052.154384 = -1445213.575554
  nChanged 7
		SP:Iteration 70Q (139108.800000 sec): 3 clusters
  Score: Raw -1448266.857985 + Penalty 3052.154384 = -1445214.703601
  nChanged 9
		SP:Iteration 71Q (139109.000000 sec): 3 clusters
  Score: Raw -1448268.013439 + Penalty 3052.154384 = -1445215.859055
  nChanged 11
		SP:Iteration 72Q (139109.210000 sec): 3 clusters
  Score: Raw -1448269.219094 + Penalty 3052.154384 = -1445217.064711
  nChanged 7
		SP:Iteration 73Q (139109.420000 sec): 3 clusters
  Score: Raw -1448269.690462 + Penalty 3052.154384 = -1445217.536078
  nChanged 2
		SP:Iteration 74Q (139109.620000 sec): 3 clusters
  Score: Raw -1448270.049835 + Penalty 3052.154384 = -1445217.895451
  nChanged 5
		SP:Iteration 75Q (139109.830000 sec): 3 clusters
  Score: Raw -1448270.580631 + Penalty 3052.154384 = -1445218.426247
  nChanged 6
		SP:Iteration 76Q (139110.040000 sec): 3 clusters
  Score: Raw -1448271.141847 + Penalty 3052.154384 = -1445218.987463
  nChanged 3
		SP:Iteration 77Q (139110.240000 sec): 3 clusters
  Score: Raw -1448271.332521 + Penalty 3052.154384 = -1445219.178138
  nChanged 3
		SP:Iteration 78Q (139110.450000 sec): 3 clusters
  Score: Raw -1448271.497688 + Penalty 3052.154384 = -1445219.343305
  nChanged 0
		SP:Iteration 79F (139110.660000 sec): 3 clusters
  Score: Raw -1448271.497688 + Penalty 3052.154384 = -1445219.343305
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 9 (533 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (139110.710000 sec): 2 clusters
  Score: Raw -58629.082390 + Penalty 1020.259731 = -57608.822658
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (139110.890000 sec): 3 clusters
  Score: Raw -58610.594046 + Penalty 2040.519463 = -56570.074583
  nChanged 124
		SP:Iteration 1F (139111.060000 sec): 3 clusters
  Score: Raw -58803.468493 + Penalty 2040.519463 = -56762.949030
  nChanged 44
		SP:Iteration 2F (139111.240000 sec): 3 clusters
  Score: Raw -58900.022578 + Penalty 2040.519463 = -56859.503115
  nChanged 27
		SP:Iteration 3F (139111.420000 sec): 3 clusters
  Score: Raw -58966.508962 + Penalty 2040.519463 = -56925.989499
  nChanged 20
		SP:Iteration 4Q (139111.590000 sec): 3 clusters
  Score: Raw -59007.170298 + Penalty 2040.519463 = -56966.650835
  nChanged 13
		SP:Iteration 5Q (139111.770000 sec): 3 clusters
  Score: Raw -59036.386493 + Penalty 2040.519463 = -56995.867030
  nChanged 7
		SP:Iteration 6Q (139111.940000 sec): 3 clusters
  Score: Raw -59067.405139 + Penalty 2040.519463 = -57026.885676
  nChanged 11
		SP:Iteration 7Q (139112.120000 sec): 3 clusters
  Score: Raw -59111.062925 + Penalty 2040.519463 = -57070.543462
  nChanged 7
		SP:Iteration 8Q (139112.300000 sec): 3 clusters
  Score: Raw -59132.091557 + Penalty 2040.519463 = -57091.572094
  nChanged 8
		SP:Iteration 9Q (139112.470000 sec): 3 clusters
  Score: Raw -59173.337830 + Penalty 2040.519463 = -57132.818367
  nChanged 15
		SP:Iteration 10Q (139112.650000 sec): 3 clusters
  Score: Raw -59257.944866 + Penalty 2040.519463 = -57217.425403
  nChanged 21
		SP:Iteration 11Q (139112.820000 sec): 3 clusters
  Score: Raw -59348.652170 + Penalty 2040.519463 = -57308.132707
  nChanged 14
		SP:Iteration 12Q (139113.000000 sec): 3 clusters
  Score: Raw -59409.706189 + Penalty 2040.519463 = -57369.186726
  nChanged 8
		SP:Iteration 13Q (139113.180000 sec): 3 clusters
  Score: Raw -59421.458890 + Penalty 2040.519463 = -57380.939427
  nChanged 7
		SP:Iteration 14Q (139113.270000 sec): 3 clusters
  Score: Raw -59429.095296 + Penalty 2040.519463 = -57388.575833
  nChanged 4
		SP:Iteration 15Q (139113.280000 sec): 3 clusters
  Score: Raw -59433.150769 + Penalty 2040.519463 = -57392.631306
  nChanged 2
		SP:Iteration 16Q (139113.290000 sec): 3 clusters
  Score: Raw -59434.502783 + Penalty 2040.519463 = -57393.983320
  nChanged 0
		SP:Iteration 17F (139113.300000 sec): 3 clusters
  Score: Raw -59434.502783 + Penalty 2040.519463 = -57393.983320
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 10 (8173 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (139113.420000 sec): 2 clusters
  Score: Raw -931516.847326 + Penalty 1463.896089 = -930052.951237
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (139113.570000 sec): 3 clusters
  Score: Raw -927028.673863 + Penalty 2927.792178 = -924100.881685
  nChanged 3463
		SP:Iteration 1F (139113.760000 sec): 3 clusters
  Score: Raw -929109.943519 + Penalty 2927.792178 = -926182.151341
  nChanged 674
		SP:Iteration 2F (139113.960000 sec): 3 clusters
  Score: Raw -929552.944326 + Penalty 2927.792178 = -926625.152148
  nChanged 565
		SP:Iteration 3F (139114.250000 sec): 3 clusters
  Score: Raw -929900.626043 + Penalty 2927.792178 = -926972.833864
  nChanged 498
		SP:Iteration 4F (139114.400000 sec): 3 clusters
  Score: Raw -930179.108895 + Penalty 2927.792178 = -927251.316717
  nChanged 395
		SP:Iteration 5Q (139114.590000 sec): 3 clusters
  Score: Raw -930396.205814 + Penalty 2927.792178 = -927468.413636
  nChanged 353
		SP:Iteration 6Q (139114.780000 sec): 3 clusters
  Score: Raw -930577.377998 + Penalty 2927.792178 = -927649.585820
  nChanged 307
		SP:Iteration 7Q (139114.980000 sec): 3 clusters
  Score: Raw -930706.676413 + Penalty 2927.792178 = -927778.884235
  nChanged 232
		SP:Iteration 8Q (139115.170000 sec): 3 clusters
  Score: Raw -930804.860560 + Penalty 2927.792178 = -927877.068382
  nChanged 193
		SP:Iteration 9Q (139115.370000 sec): 3 clusters
  Score: Raw -930894.035926 + Penalty 2927.792178 = -927966.243748
  nChanged 183
		SP:Iteration 10Q (139115.560000 sec): 3 clusters
  Score: Raw -930980.046850 + Penalty 2927.792178 = -928052.254672
  nChanged 187
		SP:Iteration 11Q (139115.760000 sec): 3 clusters
  Score: Raw -931069.310260 + Penalty 2927.792178 = -928141.518081
  nChanged 174
		SP:Iteration 12Q (139115.950000 sec): 3 clusters
  Score: Raw -931167.065738 + Penalty 2927.792178 = -928239.273560
  nChanged 176
		SP:Iteration 13Q (139116.150000 sec): 3 clusters
  Score: Raw -931254.154448 + Penalty 2927.792178 = -928326.362270
  nChanged 170
		SP:Iteration 14Q (139116.340000 sec): 3 clusters
  Score: Raw -931342.588772 + Penalty 2927.792178 = -928414.796594
  nChanged 150
		SP:Iteration 15Q (139116.540000 sec): 3 clusters
  Score: Raw -931428.277421 + Penalty 2927.792178 = -928500.485243
  nChanged 139
		SP:Iteration 16Q (139116.730000 sec): 3 clusters
  Score: Raw -931515.645761 + Penalty 2927.792178 = -928587.853583
  nChanged 117
		SP:Iteration 17Q (139116.930000 sec): 3 clusters
  Score: Raw -931574.818571 + Penalty 2927.792178 = -928647.026392
  nChanged 99
		SP:Iteration 18Q (139117.120000 sec): 3 clusters
  Score: Raw -931619.233110 + Penalty 2927.792178 = -928691.440932
  nChanged 81
		SP:Iteration 19Q (139117.320000 sec): 3 clusters
  Score: Raw -931654.368666 + Penalty 2927.792178 = -928726.576488
  nChanged 80
		SP:Iteration 20F (139117.510000 sec): 3 clusters
  Score: Raw -931691.473811 + Penalty 2927.792178 = -928763.681632
  nChanged 57
		SP:Iteration 21Q (139117.710000 sec): 3 clusters
  Score: Raw -931713.041911 + Penalty 2927.792178 = -928785.249733
  nChanged 60
		SP:Iteration 22Q (139117.910000 sec): 3 clusters
  Score: Raw -931731.755495 + Penalty 2927.792178 = -928803.963317
  nChanged 45
		SP:Iteration 23Q (139118.100000 sec): 3 clusters
  Score: Raw -931743.736593 + Penalty 2927.792178 = -928815.944414
  nChanged 35
		SP:Iteration 24Q (139118.300000 sec): 3 clusters
  Score: Raw -931752.426088 + Penalty 2927.792178 = -928824.633910
  nChanged 33
		SP:Iteration 25Q (139118.500000 sec): 3 clusters
  Score: Raw -931761.699581 + Penalty 2927.792178 = -928833.907403
  nChanged 25
		SP:Iteration 26Q (139118.820000 sec): 3 clusters
  Score: Raw -931769.421248 + Penalty 2927.792178 = -928841.629070
  nChanged 22
		SP:Iteration 27Q (139118.980000 sec): 3 clusters
  Score: Raw -931774.902610 + Penalty 2927.792178 = -928847.110432
  nChanged 23
		SP:Iteration 28Q (139119.180000 sec): 3 clusters
  Score: Raw -931782.644870 + Penalty 2927.792178 = -928854.852692
  nChanged 24
		SP:Iteration 29Q (139119.380000 sec): 3 clusters
  Score: Raw -931791.128428 + Penalty 2927.792178 = -928863.336250
  nChanged 24
		SP:Iteration 30Q (139119.570000 sec): 3 clusters
  Score: Raw -931800.700119 + Penalty 2927.792178 = -928872.907941
  nChanged 27
		SP:Iteration 31Q (139119.770000 sec): 3 clusters
  Score: Raw -931808.764606 + Penalty 2927.792178 = -928880.972428
  nChanged 25
		SP:Iteration 32Q (139119.970000 sec): 3 clusters
  Score: Raw -931815.489861 + Penalty 2927.792178 = -928887.697682
  nChanged 24
		SP:Iteration 33Q (139120.170000 sec): 3 clusters
  Score: Raw -931822.421834 + Penalty 2927.792178 = -928894.629655
  nChanged 23
		SP:Iteration 34Q (139120.370000 sec): 3 clusters
  Score: Raw -931830.205308 + Penalty 2927.792178 = -928902.413130
  nChanged 32
		SP:Iteration 35Q (139120.560000 sec): 3 clusters
  Score: Raw -931843.838978 + Penalty 2927.792178 = -928916.046799
  nChanged 33
		SP:Iteration 36Q (139120.760000 sec): 3 clusters
  Score: Raw -931855.950053 + Penalty 2927.792178 = -928928.157874
  nChanged 24
		SP:Iteration 37Q (139120.960000 sec): 3 clusters
  Score: Raw -931865.103842 + Penalty 2927.792178 = -928937.311664
  nChanged 21
		SP:Iteration 38Q (139121.150000 sec): 3 clusters
  Score: Raw -931870.673926 + Penalty 2927.792178 = -928942.881748
  nChanged 13
		SP:Iteration 39Q (139121.390000 sec): 3 clusters
  Score: Raw -931875.745893 + Penalty 2927.792178 = -928947.953715
  nChanged 18
		SP:Iteration 40F (139121.590000 sec): 3 clusters
  Score: Raw -931881.154279 + Penalty 2927.792178 = -928953.362101
  nChanged 25
		SP:Iteration 41Q (139121.790000 sec): 3 clusters
  Score: Raw -931890.256706 + Penalty 2927.792178 = -928962.464528
  nChanged 28
		SP:Iteration 42Q (139121.990000 sec): 3 clusters
  Score: Raw -931899.671807 + Penalty 2927.792178 = -928971.879629
  nChanged 28
		SP:Iteration 43Q (139122.180000 sec): 3 clusters
  Score: Raw -931908.058354 + Penalty 2927.792178 = -928980.266176
  nChanged 29
		SP:Iteration 44Q (139122.370000 sec): 3 clusters
  Score: Raw -931915.016277 + Penalty 2927.792178 = -928987.224099
  nChanged 20
		SP:Iteration 45Q (139122.570000 sec): 3 clusters
  Score: Raw -931919.122064 + Penalty 2927.792178 = -928991.329886
  nChanged 18
		SP:Iteration 46Q (139122.770000 sec): 3 clusters
  Score: Raw -931922.862342 + Penalty 2927.792178 = -928995.070164
  nChanged 19
		SP:Iteration 47Q (139122.960000 sec): 3 clusters
  Score: Raw -931929.117027 + Penalty 2927.792178 = -929001.324848
  nChanged 22
		SP:Iteration 48Q (139123.160000 sec): 3 clusters
  Score: Raw -931935.568856 + Penalty 2927.792178 = -929007.776678
  nChanged 22
		SP:Iteration 49Q (139123.350000 sec): 3 clusters
  Score: Raw -931941.280071 + Penalty 2927.792178 = -929013.487892
  nChanged 19
		SP:Iteration 50Q (139123.550000 sec): 3 clusters
  Score: Raw -931947.352024 + Penalty 2927.792178 = -929019.559846
  nChanged 12
		SP:Iteration 51Q (139123.740000 sec): 3 clusters
  Score: Raw -931953.028654 + Penalty 2927.792178 = -929025.236476
  nChanged 21
		SP:Iteration 52Q (139123.940000 sec): 3 clusters
  Score: Raw -931962.174798 + Penalty 2927.792178 = -929034.382620
  nChanged 23
		SP:Iteration 53Q (139124.130000 sec): 3 clusters
  Score: Raw -931969.100626 + Penalty 2927.792178 = -929041.308448
  nChanged 19
		SP:Iteration 54Q (139124.330000 sec): 3 clusters
  Score: Raw -931974.942759 + Penalty 2927.792178 = -929047.150581
  nChanged 17
		SP:Iteration 55Q (139124.530000 sec): 3 clusters
  Score: Raw -931980.203933 + Penalty 2927.792178 = -929052.411755
  nChanged 20
		SP:Iteration 56Q (139124.720000 sec): 3 clusters
  Score: Raw -931985.817928 + Penalty 2927.792178 = -929058.025750
  nChanged 12
		SP:Iteration 57Q (139124.920000 sec): 3 clusters
  Score: Raw -931989.471533 + Penalty 2927.792178 = -929061.679355
  nChanged 17
		SP:Iteration 58Q (139125.110000 sec): 3 clusters
  Score: Raw -931996.669314 + Penalty 2927.792178 = -929068.877136
  nChanged 22
		SP:Iteration 59Q (139125.310000 sec): 3 clusters
  Score: Raw -932004.553985 + Penalty 2927.792178 = -929076.761807
  nChanged 31
		SP:Iteration 60F (139125.510000 sec): 3 clusters
  Score: Raw -932017.060303 + Penalty 2927.792178 = -929089.268125
  nChanged 30
		SP:Iteration 61Q (139125.710000 sec): 3 clusters
  Score: Raw -932029.053762 + Penalty 2927.792178 = -929101.261584
  nChanged 24
		SP:Iteration 62Q (139125.930000 sec): 3 clusters
  Score: Raw -932035.726260 + Penalty 2927.792178 = -929107.934082
  nChanged 14
		SP:Iteration 63Q (139126.130000 sec): 3 clusters
  Score: Raw -932040.174101 + Penalty 2927.792178 = -929112.381923
  nChanged 15
		SP:Iteration 64Q (139126.340000 sec): 3 clusters
  Score: Raw -932045.974183 + Penalty 2927.792178 = -929118.182005
  nChanged 20
		SP:Iteration 65Q (139126.530000 sec): 3 clusters
  Score: Raw -932053.285725 + Penalty 2927.792178 = -929125.493547
  nChanged 20
		SP:Iteration 66Q (139126.730000 sec): 3 clusters
  Score: Raw -932060.039337 + Penalty 2927.792178 = -929132.247159
  nChanged 20
		SP:Iteration 67Q (139126.930000 sec): 3 clusters
  Score: Raw -932069.965605 + Penalty 2927.792178 = -929142.173426
  nChanged 19
		SP:Iteration 68Q (139127.170000 sec): 3 clusters
  Score: Raw -932077.205501 + Penalty 2927.792178 = -929149.413323
  nChanged 16
		SP:Iteration 69Q (139127.370000 sec): 3 clusters
  Score: Raw -932085.950946 + Penalty 2927.792178 = -929158.158768
  nChanged 16
		SP:Iteration 70Q (139127.560000 sec): 3 clusters
  Score: Raw -932092.847482 + Penalty 2927.792178 = -929165.055304
  nChanged 9
		SP:Iteration 71Q (139127.760000 sec): 3 clusters
  Score: Raw -932095.944275 + Penalty 2927.792178 = -929168.152097
  nChanged 12
		SP:Iteration 72Q (139127.960000 sec): 3 clusters
  Score: Raw -932102.745414 + Penalty 2927.792178 = -929174.953235
  nChanged 15
		SP:Iteration 73Q (139128.150000 sec): 3 clusters
  Score: Raw -932110.555643 + Penalty 2927.792178 = -929182.763465
  nChanged 16
		SP:Iteration 74Q (139128.350000 sec): 3 clusters
  Score: Raw -932120.002917 + Penalty 2927.792178 = -929192.210739
  nChanged 20
		SP:Iteration 75Q (139128.550000 sec): 3 clusters
  Score: Raw -932131.229738 + Penalty 2927.792178 = -929203.437560
  nChanged 17
		SP:Iteration 76Q (139128.740000 sec): 3 clusters
  Score: Raw -932139.975309 + Penalty 2927.792178 = -929212.183131
  nChanged 15
		SP:Iteration 77Q (139128.940000 sec): 3 clusters
  Score: Raw -932148.532760 + Penalty 2927.792178 = -929220.740582
  nChanged 18
		SP:Iteration 78Q (139129.140000 sec): 3 clusters
  Score: Raw -932159.210934 + Penalty 2927.792178 = -929231.418756
  nChanged 11
		SP:Iteration 79Q (139129.330000 sec): 3 clusters
  Score: Raw -932164.808393 + Penalty 2927.792178 = -929237.016215
  nChanged 9
		SP:Iteration 80F (139129.530000 sec): 3 clusters
  Score: Raw -932168.476887 + Penalty 2927.792178 = -929240.684709
  nChanged 10
		SP:Iteration 81Q (139129.730000 sec): 3 clusters
  Score: Raw -932173.301142 + Penalty 2927.792178 = -929245.508964
  nChanged 12
		SP:Iteration 82Q (139129.930000 sec): 3 clusters
  Score: Raw -932180.081411 + Penalty 2927.792178 = -929252.289233
  nChanged 5
		SP:Iteration 83Q (139130.130000 sec): 3 clusters
  Score: Raw -932182.260998 + Penalty 2927.792178 = -929254.468820
  nChanged 5
		SP:Iteration 84Q (139130.320000 sec): 3 clusters
  Score: Raw -932183.176834 + Penalty 2927.792178 = -929255.384656
  nChanged 3
		SP:Iteration 85Q (139130.520000 sec): 3 clusters
  Score: Raw -932184.601842 + Penalty 2927.792178 = -929256.809663
  nChanged 0
		SP:Iteration 86F (139130.720000 sec): 3 clusters
  Score: Raw -932184.601842 + Penalty 2927.792178 = -929256.809663
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 11 (887 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (139130.790000 sec): 2 clusters
  Score: Raw -102612.353084 + Penalty 1103.024810 = -101509.328275
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (139130.970000 sec): 3 clusters
  Score: Raw -102389.958699 + Penalty 2206.049619 = -100183.909080
  nChanged 273
		SP:Iteration 1F (139131.140000 sec): 3 clusters
  Score: Raw -102668.292754 + Penalty 2206.049619 = -100462.243135
  nChanged 67
		SP:Iteration 2F (139131.320000 sec): 3 clusters
  Score: Raw -102752.889854 + Penalty 2206.049619 = -100546.840235
  nChanged 42
		SP:Iteration 3Q (139131.490000 sec): 3 clusters
  Score: Raw -102797.621221 + Penalty 2206.049619 = -100591.571601
  nChanged 21
		SP:Iteration 4Q (139131.670000 sec): 3 clusters
  Score: Raw -102849.027112 + Penalty 2206.049619 = -100642.977493
  nChanged 26
		SP:Iteration 5Q (139131.850000 sec): 3 clusters
  Score: Raw -102903.210244 + Penalty 2206.049619 = -100697.160625
  nChanged 30
		SP:Iteration 6Q (139132.020000 sec): 3 clusters
  Score: Raw -102952.496774 + Penalty 2206.049619 = -100746.447155
  nChanged 30
		SP:Iteration 7Q (139132.200000 sec): 3 clusters
  Score: Raw -102984.671570 + Penalty 2206.049619 = -100778.621951
  nChanged 21
		SP:Iteration 8Q (139132.370000 sec): 3 clusters
  Score: Raw -103032.746849 + Penalty 2206.049619 = -100826.697230
  nChanged 15
		SP:Iteration 9Q (139132.550000 sec): 3 clusters
  Score: Raw -103062.499651 + Penalty 2206.049619 = -100856.450032
  nChanged 20
		SP:Iteration 10Q (139132.730000 sec): 3 clusters
  Score: Raw -103094.695493 + Penalty 2206.049619 = -100888.645874
  nChanged 13
		SP:Iteration 11Q (139132.900000 sec): 3 clusters
  Score: Raw -103118.081362 + Penalty 2206.049619 = -100912.031743
  nChanged 9
		SP:Iteration 12Q (139133.080000 sec): 3 clusters
  Score: Raw -103127.319620 + Penalty 2206.049619 = -100921.270001
  nChanged 6
		SP:Iteration 13Q (139133.250000 sec): 3 clusters
  Score: Raw -103132.470222 + Penalty 2206.049619 = -100926.420603
  nChanged 4
		SP:Iteration 14Q (139133.430000 sec): 3 clusters
  Score: Raw -103136.737545 + Penalty 2206.049619 = -100930.687925
  nChanged 4
		SP:Iteration 15Q (139133.610000 sec): 3 clusters
  Score: Raw -103140.796332 + Penalty 2206.049619 = -100934.746713
  nChanged 1
		SP:Iteration 16Q (139133.780000 sec): 3 clusters
  Score: Raw -103141.843151 + Penalty 2206.049619 = -100935.793532
  nChanged 1
		SP:Iteration 17Q (139133.960000 sec): 3 clusters
  Score: Raw -103142.861005 + Penalty 2206.049619 = -100936.811386
  nChanged 1
		SP:Iteration 18Q (139134.130000 sec): 3 clusters
  Score: Raw -103143.719165 + Penalty 2206.049619 = -100937.669546
  nChanged 0
		SP:Iteration 19F (139134.310000 sec): 3 clusters
  Score: Raw -103143.719165 + Penalty 2206.049619 = -100937.669546
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 12 (502 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (139134.400000 sec): 2 clusters
  Score: Raw -60916.023429 + Penalty 1010.522519 = -59905.500909
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (139134.570000 sec): 3 clusters
  Score: Raw -60826.813145 + Penalty 2021.045039 = -58805.768106
  nChanged 123
		SP:Iteration 1F (139134.750000 sec): 3 clusters
  Score: Raw -60958.182432 + Penalty 2021.045039 = -58937.137393
  nChanged 22
		SP:Iteration 2Q (139134.920000 sec): 3 clusters
  Score: Raw -60985.161518 + Penalty 2021.045039 = -58964.116480
  nChanged 9
		SP:Iteration 3Q (139135.100000 sec): 3 clusters
  Score: Raw -60996.246680 + Penalty 2021.045039 = -58975.201641
  nChanged 5
		SP:Iteration 4Q (139135.270000 sec): 3 clusters
  Score: Raw -61006.956816 + Penalty 2021.045039 = -58985.911777
  nChanged 6
		SP:Iteration 5Q (139135.450000 sec): 3 clusters
  Score: Raw -61015.023365 + Penalty 2021.045039 = -58993.978326
  nChanged 4
		SP:Iteration 6Q (139135.630000 sec): 3 clusters
  Score: Raw -61018.034171 + Penalty 2021.045039 = -58996.989132
  nChanged 4
		SP:Iteration 7Q (139135.800000 sec): 3 clusters
  Score: Raw -61023.233159 + Penalty 2021.045039 = -59002.188120
  nChanged 1
		SP:Iteration 8Q (139135.980000 sec): 3 clusters
  Score: Raw -61024.796904 + Penalty 2021.045039 = -59003.751865
  nChanged 1
		SP:Iteration 9Q (139136.150000 sec): 3 clusters
  Score: Raw -61027.207820 + Penalty 2021.045039 = -59006.162781
  nChanged 0
		SP:Iteration 10F (139136.330000 sec): 3 clusters
  Score: Raw -61027.207820 + Penalty 2021.045039 = -59006.162781
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 13 (551 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (139136.420000 sec): 2 clusters
  Score: Raw -67611.083370 + Penalty 1025.656906 = -66585.426463
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (139136.590000 sec): 3 clusters
  Score: Raw -67497.193400 + Penalty 2051.313813 = -65445.879587
  nChanged 126
		SP:Iteration 1F (139136.770000 sec): 3 clusters
  Score: Raw -67661.724994 + Penalty 2051.313813 = -65610.411181
  nChanged 34
		SP:Iteration 2F (139136.950000 sec): 3 clusters
  Score: Raw -67718.804719 + Penalty 2051.313813 = -65667.490906
  nChanged 19
		SP:Iteration 3Q (139137.120000 sec): 3 clusters
  Score: Raw -67741.464808 + Penalty 2051.313813 = -65690.150995
  nChanged 10
		SP:Iteration 4Q (139137.300000 sec): 3 clusters
  Score: Raw -67753.641138 + Penalty 2051.313813 = -65702.327325
  nChanged 7
		SP:Iteration 5Q (139137.470000 sec): 3 clusters
  Score: Raw -67762.927959 + Penalty 2051.313813 = -65711.614146
  nChanged 5
		SP:Iteration 6Q (139137.650000 sec): 3 clusters
  Score: Raw -67768.986655 + Penalty 2051.313813 = -65717.672842
  nChanged 2
		SP:Iteration 7Q (139137.750000 sec): 3 clusters
  Score: Raw -67771.752027 + Penalty 2051.313813 = -65720.438214
  nChanged 0
		SP:Iteration 8F (139137.760000 sec): 3 clusters
  Score: Raw -67771.752027 + Penalty 2051.313813 = -65720.438214
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 14 (325 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (139137.790000 sec): 2 clusters
  Score: Raw -35267.444216 + Penalty 939.871592 = -34327.572624
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (139137.800000 sec): 3 clusters
  Score: Raw -35330.211260 + Penalty 1879.743184 = -33450.468076
  nChanged 81
		SP:Iteration 1F (139137.810000 sec): 3 clusters
  Score: Raw -35526.288827 + Penalty 1879.743184 = -33646.545642
  nChanged 26
		SP:Iteration 2F (139137.810000 sec): 3 clusters
  Score: Raw -35615.563176 + Penalty 1879.743184 = -33735.819992
  nChanged 7
		SP:Iteration 3Q (139137.820000 sec): 3 clusters
  Score: Raw -35640.566412 + Penalty 1879.743184 = -33760.823227
  nChanged 3
		SP:Iteration 4Q (139137.830000 sec): 3 clusters
  Score: Raw -35663.735921 + Penalty 1879.743184 = -33783.992737
  nChanged 2
		SP:Iteration 5Q (139137.840000 sec): 3 clusters
  Score: Raw -35699.075920 + Penalty 1879.743184 = -33819.332735
  nChanged 6
		SP:Iteration 6Q (139137.850000 sec): 3 clusters
  Score: Raw -35726.753390 + Penalty 1879.743184 = -33847.010206
  nChanged 2
		SP:Iteration 7Q (139137.850000 sec): 3 clusters
  Score: Raw -35730.554405 + Penalty 1879.743184 = -33850.811221
  nChanged 3
		SP:Iteration 8Q (139137.860000 sec): 3 clusters
  Score: Raw -35757.398949 + Penalty 1879.743184 = -33877.655765
  nChanged 7
		SP:Iteration 9Q (139137.870000 sec): 3 clusters
  Score: Raw -35787.025434 + Penalty 1879.743184 = -33907.282249
  nChanged 4
		SP:Iteration 10Q (139137.880000 sec): 3 clusters
  Score: Raw -35800.716438 + Penalty 1879.743184 = -33920.973254
  nChanged 1
		SP:Iteration 11Q (139137.890000 sec): 3 clusters
  Score: Raw -35803.731869 + Penalty 1879.743184 = -33923.988685
  nChanged 2
		SP:Iteration 12Q (139137.890000 sec): 3 clusters
  Score: Raw -35809.252039 + Penalty 1879.743184 = -33929.508854
  nChanged 0
		SP:Iteration 13F (139137.900000 sec): 3 clusters
  Score: Raw -35809.252039 + Penalty 1879.743184 = -33929.508854
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 15 (5268 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (139137.990000 sec): 2 clusters
  Score: Raw -639061.375506 + Penalty 1392.528485 = -637668.847021
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (139138.150000 sec): 3 clusters
  Score: Raw -636335.376451 + Penalty 2785.056970 = -633550.319481
  nChanged 2159
		SP:Iteration 1F (139138.310000 sec): 3 clusters
  Score: Raw -637680.471755 + Penalty 2785.056970 = -634895.414785
  nChanged 437
		SP:Iteration 2F (139138.470000 sec): 3 clusters
  Score: Raw -638007.894300 + Penalty 2785.056970 = -635222.837330
  nChanged 421
		SP:Iteration 3F (139138.630000 sec): 3 clusters
  Score: Raw -638370.663127 + Penalty 2785.056970 = -635585.606156
  nChanged 388
		SP:Iteration 4F (139138.780000 sec): 3 clusters
  Score: Raw -638659.670245 + Penalty 2785.056970 = -635874.613274
  nChanged 297
		SP:Iteration 5F (139138.940000 sec): 3 clusters
  Score: Raw -638867.667870 + Penalty 2785.056970 = -636082.610899
  nChanged 229
		SP:Iteration 6Q (139139.100000 sec): 3 clusters
  Score: Raw -639015.755251 + Penalty 2785.056970 = -636230.698280
  nChanged 189
		SP:Iteration 7Q (139139.250000 sec): 3 clusters
  Score: Raw -639162.147658 + Penalty 2785.056970 = -636377.090687
  nChanged 156
		SP:Iteration 8Q (139139.420000 sec): 3 clusters
  Score: Raw -639284.539148 + Penalty 2785.056970 = -636499.482178
  nChanged 150
		SP:Iteration 9Q (139139.530000 sec): 3 clusters
  Score: Raw -639385.581352 + Penalty 2785.056970 = -636600.524381
  nChanged 119
		SP:Iteration 10Q (139139.620000 sec): 3 clusters
  Score: Raw -639474.513390 + Penalty 2785.056970 = -636689.456420
  nChanged 123
		SP:Iteration 11Q (139139.810000 sec): 3 clusters
  Score: Raw -639551.925425 + Penalty 2785.056970 = -636766.868455
  nChanged 103
		SP:Iteration 12Q (139139.990000 sec): 3 clusters
  Score: Raw -639605.985561 + Penalty 2785.056970 = -636820.928591
  nChanged 86
		SP:Iteration 13Q (139140.160000 sec): 3 clusters
  Score: Raw -639643.775788 + Penalty 2785.056970 = -636858.718818
  nChanged 59
		SP:Iteration 14Q (139140.340000 sec): 3 clusters
  Score: Raw -639665.551819 + Penalty 2785.056970 = -636880.494848
  nChanged 56
		SP:Iteration 15Q (139140.510000 sec): 3 clusters
  Score: Raw -639681.832431 + Penalty 2785.056970 = -636896.775461
  nChanged 35
		SP:Iteration 16Q (139140.680000 sec): 3 clusters
  Score: Raw -639690.949390 + Penalty 2785.056970 = -636905.892420
  nChanged 30
		SP:Iteration 17Q (139140.860000 sec): 3 clusters
  Score: Raw -639698.268331 + Penalty 2785.056970 = -636913.211360
  nChanged 24
		SP:Iteration 18Q (139141.030000 sec): 3 clusters
  Score: Raw -639704.490934 + Penalty 2785.056970 = -636919.433964
  nChanged 23
		SP:Iteration 19Q (139141.200000 sec): 3 clusters
  Score: Raw -639709.820319 + Penalty 2785.056970 = -636924.763349
  nChanged 20
		SP:Iteration 20F (139141.380000 sec): 3 clusters
  Score: Raw -639714.597525 + Penalty 2785.056970 = -636929.540554
  nChanged 15
		SP:Iteration 21Q (139141.550000 sec): 3 clusters
  Score: Raw -639718.036139 + Penalty 2785.056970 = -636932.979168
  nChanged 17
		SP:Iteration 22Q (139141.730000 sec): 3 clusters
  Score: Raw -639722.740562 + Penalty 2785.056970 = -636937.683592
  nChanged 18
		SP:Iteration 23Q (139141.900000 sec): 3 clusters
  Score: Raw -639726.714338 + Penalty 2785.056970 = -636941.657368
  nChanged 15
		SP:Iteration 24Q (139142.070000 sec): 3 clusters
  Score: Raw -639729.955550 + Penalty 2785.056970 = -636944.898580
  nChanged 14
		SP:Iteration 25Q (139142.250000 sec): 3 clusters
  Score: Raw -639732.784315 + Penalty 2785.056970 = -636947.727345
  nChanged 12
		SP:Iteration 26Q (139142.420000 sec): 3 clusters
  Score: Raw -639735.013372 + Penalty 2785.056970 = -636949.956402
  nChanged 9
		SP:Iteration 27Q (139142.520000 sec): 3 clusters
  Score: Raw -639736.340731 + Penalty 2785.056970 = -636951.283761
  nChanged 6
		SP:Iteration 28Q (139142.620000 sec): 3 clusters
  Score: Raw -639737.078685 + Penalty 2785.056970 = -636952.021715
  nChanged 3
		SP:Iteration 29Q (139142.810000 sec): 3 clusters
  Score: Raw -639737.452243 + Penalty 2785.056970 = -636952.395273
  nChanged 3
		SP:Iteration 30Q (139142.990000 sec): 3 clusters
  Score: Raw -639738.306292 + Penalty 2785.056970 = -636953.249322
  nChanged 6
		SP:Iteration 31Q (139143.160000 sec): 3 clusters
  Score: Raw -639739.366500 + Penalty 2785.056970 = -636954.309530
  nChanged 5
		SP:Iteration 32Q (139143.330000 sec): 3 clusters
  Score: Raw -639740.101870 + Penalty 2785.056970 = -636955.044899
  nChanged 6
		SP:Iteration 33Q (139143.510000 sec): 3 clusters
  Score: Raw -639741.854686 + Penalty 2785.056970 = -636956.797715
  nChanged 3
		SP:Iteration 34Q (139143.680000 sec): 3 clusters
  Score: Raw -639742.543475 + Penalty 2785.056970 = -636957.486504
  nChanged 5
		SP:Iteration 35Q (139143.850000 sec): 3 clusters
  Score: Raw -639743.625759 + Penalty 2785.056970 = -636958.568788
  nChanged 7
		SP:Iteration 36Q (139144.030000 sec): 3 clusters
  Score: Raw -639744.847786 + Penalty 2785.056970 = -636959.790815
  nChanged 4
		SP:Iteration 37Q (139144.200000 sec): 3 clusters
  Score: Raw -639745.416652 + Penalty 2785.056970 = -636960.359681
  nChanged 3
		SP:Iteration 38Q (139144.370000 sec): 3 clusters
  Score: Raw -639745.739384 + Penalty 2785.056970 = -636960.682413
  nChanged 3
		SP:Iteration 39Q (139144.550000 sec): 3 clusters
  Score: Raw -639746.245698 + Penalty 2785.056970 = -636961.188727
  nChanged 4
		SP:Iteration 40F (139144.720000 sec): 3 clusters
  Score: Raw -639746.944130 + Penalty 2785.056970 = -636961.887159
  nChanged 5
		SP:Iteration 41Q (139144.890000 sec): 3 clusters
  Score: Raw -639747.627343 + Penalty 2785.056970 = -636962.570373
  nChanged 2
		SP:Iteration 42Q (139144.980000 sec): 3 clusters
  Score: Raw -639747.988637 + Penalty 2785.056970 = -636962.931667
  nChanged 5
		SP:Iteration 43Q (139145.160000 sec): 3 clusters
  Score: Raw -639748.681241 + Penalty 2785.056970 = -636963.624270
  nChanged 4
		SP:Iteration 44Q (139145.330000 sec): 3 clusters
  Score: Raw -639749.215016 + Penalty 2785.056970 = -636964.158046
  nChanged 2
		SP:Iteration 45Q (139145.510000 sec): 3 clusters
  Score: Raw -639749.564339 + Penalty 2785.056970 = -636964.507369
  nChanged 0
		SP:Iteration 46F (139145.680000 sec): 3 clusters
  Score: Raw -639749.564339 + Penalty 2785.056970 = -636964.507369
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 16 (346357 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (139147.440000 sec): 2 clusters
  Score: Raw -42496650.064520 + Penalty 2072.724114 = -42494577.340406
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (139150.220000 sec): 3 clusters
  Score: Raw -42264590.083843 + Penalty 4145.448227 = -42260444.635616
  nChanged 169081
		SP:Iteration 1F (139153.010000 sec): 3 clusters
  Score: Raw -42368255.390525 + Penalty 4145.448227 = -42364109.942298
  nChanged 13066
		SP:Iteration 2Q (139155.970000 sec): 3 clusters
  Score: Raw -42372616.046659 + Penalty 4145.448227 = -42368470.598432
  nChanged 17278
		SP:Iteration 3Q (139158.930000 sec): 3 clusters
  Score: Raw -42380098.978964 + Penalty 4145.448227 = -42375953.530737
  nChanged 21320
		SP:Iteration 4F (139161.710000 sec): 3 clusters
  Score: Raw -42391409.230229 + Penalty 4145.448227 = -42387263.782002
  nChanged 24409
		SP:Iteration 5F (139164.500000 sec): 3 clusters
  Score: Raw -42406320.719660 + Penalty 4145.448227 = -42402175.271433
  nChanged 24875
		SP:Iteration 6F (139167.220000 sec): 3 clusters
  Score: Raw -42422651.109025 + Penalty 4145.448227 = -42418505.660798
  nChanged 22820
		SP:Iteration 7F (139169.980000 sec): 3 clusters
  Score: Raw -42438509.088964 + Penalty 4145.448227 = -42434363.640737
  nChanged 20601
		SP:Iteration 8F (139172.720000 sec): 3 clusters
  Score: Raw -42454300.366951 + Penalty 4145.448227 = -42450154.918724
  nChanged 18341
		SP:Iteration 9F (139175.400000 sec): 3 clusters
  Score: Raw -42469981.794389 + Penalty 4145.448227 = -42465836.346162
  nChanged 14351
		SP:Iteration 10Q (139178.420000 sec): 3 clusters
  Score: Raw -42483125.670580 + Penalty 4145.448227 = -42478980.222353
  nChanged 8878
		SP:Iteration 11Q (139181.320000 sec): 3 clusters
  Score: Raw -42491239.850647 + Penalty 4145.448227 = -42487094.402420
  nChanged 4187
		SP:Iteration 12Q (139184.070000 sec): 3 clusters
  Score: Raw -42494742.322519 + Penalty 4145.448227 = -42490596.874292
  nChanged 1728
		SP:Iteration 13Q (139186.570000 sec): 3 clusters
  Score: Raw -42496074.000881 + Penalty 4145.448227 = -42491928.552654
  nChanged 716
		SP:Iteration 14Q (139189.090000 sec): 3 clusters
  Score: Raw -42496592.065411 + Penalty 4145.448227 = -42492446.617184
  nChanged 312
		SP:Iteration 15Q (139191.530000 sec): 3 clusters
  Score: Raw -42496819.267232 + Penalty 4145.448227 = -42492673.819005
  nChanged 164
		SP:Iteration 16Q (139193.990000 sec): 3 clusters
  Score: Raw -42496936.027775 + Penalty 4145.448227 = -42492790.579548
  nChanged 92
		SP:Iteration 17Q (139196.410000 sec): 3 clusters
  Score: Raw -42497005.124600 + Penalty 4145.448227 = -42492859.676373
  nChanged 66
		SP:Iteration 18Q (139198.650000 sec): 3 clusters
  Score: Raw -42497048.146043 + Penalty 4145.448227 = -42492902.697816
  nChanged 39
		SP:Iteration 19Q (139200.930000 sec): 3 clusters
  Score: Raw -42497074.351438 + Penalty 4145.448227 = -42492928.903211
  nChanged 37
		SP:Iteration 20F (139203.630000 sec): 3 clusters
  Score: Raw -42497102.697782 + Penalty 4145.448227 = -42492957.249555
  nChanged 30
		SP:Iteration 21Q (139206.020000 sec): 3 clusters
  Score: Raw -42497124.825521 + Penalty 4145.448227 = -42492979.377294
  nChanged 28
		SP:Iteration 22Q (139208.500000 sec): 3 clusters
  Score: Raw -42497148.046821 + Penalty 4145.448227 = -42493002.598594
  nChanged 20
		SP:Iteration 23Q (139210.910000 sec): 3 clusters
  Score: Raw -42497163.029680 + Penalty 4145.448227 = -42493017.581452
  nChanged 20
		SP:Iteration 24Q (139213.270000 sec): 3 clusters
  Score: Raw -42497183.364392 + Penalty 4145.448227 = -42493037.916165
  nChanged 19
		SP:Iteration 25Q (139215.710000 sec): 3 clusters
  Score: Raw -42497199.129189 + Penalty 4145.448227 = -42493053.680962
  nChanged 15
		SP:Iteration 26Q (139218.180000 sec): 3 clusters
  Score: Raw -42497207.600761 + Penalty 4145.448227 = -42493062.152534
  nChanged 8
		SP:Iteration 27Q (139220.610000 sec): 3 clusters
  Score: Raw -42497211.505349 + Penalty 4145.448227 = -42493066.057122
  nChanged 6
		SP:Iteration 28Q (139223.010000 sec): 3 clusters
  Score: Raw -42497213.673126 + Penalty 4145.448227 = -42493068.224899
  nChanged 5
		SP:Iteration 29Q (139225.390000 sec): 3 clusters
  Score: Raw -42497216.984508 + Penalty 4145.448227 = -42493071.536281
  nChanged 5
		SP:Iteration 30Q (139227.830000 sec): 3 clusters
  Score: Raw -42497223.369039 + Penalty 4145.448227 = -42493077.920812
  nChanged 11
		SP:Iteration 31Q (139230.340000 sec): 3 clusters
  Score: Raw -42497228.923354 + Penalty 4145.448227 = -42493083.475127
  nChanged 4
		SP:Iteration 32Q (139232.830000 sec): 3 clusters
  Score: Raw -42497231.403761 + Penalty 4145.448227 = -42493085.955534
  nChanged 3
		SP:Iteration 33Q (139235.360000 sec): 3 clusters
  Score: Raw -42497232.369341 + Penalty 4145.448227 = -42493086.921114
  nChanged 1
		SP:Iteration 34Q (139237.810000 sec): 3 clusters
  Score: Raw -42497232.606789 + Penalty 4145.448227 = -42493087.158562
  nChanged 0
		SP:Iteration 35F (139240.520000 sec): 3 clusters
  Score: Raw -42497232.606789 + Penalty 4145.448227 = -42493087.158562
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 17 (10675 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (139240.740000 sec): 2 clusters
  Score: Raw -1340524.847141 + Penalty 1507.294724 = -1339017.552417
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (139241.000000 sec): 3 clusters
  Score: Raw -1334460.777580 + Penalty 3014.589447 = -1331446.188133
  nChanged 4567
		SP:Iteration 1F (139241.220000 sec): 3 clusters
  Score: Raw -1336982.303889 + Penalty 3014.589447 = -1333967.714441
  nChanged 623
		SP:Iteration 2F (139241.360000 sec): 3 clusters
  Score: Raw -1337244.560248 + Penalty 3014.589447 = -1334229.970801
  nChanged 537
		SP:Iteration 3F (139241.500000 sec): 3 clusters
  Score: Raw -1337476.322013 + Penalty 3014.589447 = -1334461.732566
  nChanged 501
		SP:Iteration 4Q (139241.660000 sec): 3 clusters
  Score: Raw -1337672.460665 + Penalty 3014.589447 = -1334657.871217
  nChanged 467
		SP:Iteration 5Q (139241.820000 sec): 3 clusters
  Score: Raw -1337882.401565 + Penalty 3014.589447 = -1334867.812118
  nChanged 508
		SP:Iteration 6Q (139241.980000 sec): 3 clusters
  Score: Raw -1338127.021434 + Penalty 3014.589447 = -1335112.431986
  nChanged 532
		SP:Iteration 7Q (139242.160000 sec): 3 clusters
  Score: Raw -1338421.785503 + Penalty 3014.589447 = -1335407.196056
  nChanged 559
		SP:Iteration 8F (139242.360000 sec): 3 clusters
  Score: Raw -1338762.583608 + Penalty 3014.589447 = -1335747.994160
  nChanged 533
		SP:Iteration 9Q (139242.630000 sec): 3 clusters
  Score: Raw -1339116.793385 + Penalty 3014.589447 = -1336102.203938
  nChanged 510
		SP:Iteration 10Q (139242.850000 sec): 3 clusters
  Score: Raw -1339494.716468 + Penalty 3014.589447 = -1336480.127021
  nChanged 461
		SP:Iteration 11Q (139243.080000 sec): 3 clusters
  Score: Raw -1339841.619250 + Penalty 3014.589447 = -1336827.029803
  nChanged 363
		SP:Iteration 12Q (139243.300000 sec): 3 clusters
  Score: Raw -1340118.568236 + Penalty 3014.589447 = -1337103.978789
  nChanged 295
		SP:Iteration 13Q (139243.520000 sec): 3 clusters
  Score: Raw -1340345.039317 + Penalty 3014.589447 = -1337330.449870
  nChanged 218
		SP:Iteration 14Q (139243.740000 sec): 3 clusters
  Score: Raw -1340513.651100 + Penalty 3014.589447 = -1337499.061653
  nChanged 167
		SP:Iteration 15Q (139243.970000 sec): 3 clusters
  Score: Raw -1340651.158136 + Penalty 3014.589447 = -1337636.568689
  nChanged 113
		SP:Iteration 16Q (139244.180000 sec): 3 clusters
  Score: Raw -1340735.197221 + Penalty 3014.589447 = -1337720.607774
  nChanged 87
		SP:Iteration 17Q (139244.370000 sec): 3 clusters
  Score: Raw -1340813.427315 + Penalty 3014.589447 = -1337798.837867
  nChanged 64
		SP:Iteration 18Q (139244.500000 sec): 3 clusters
  Score: Raw -1340859.319787 + Penalty 3014.589447 = -1337844.730339
  nChanged 40
		SP:Iteration 19Q (139244.740000 sec): 3 clusters
  Score: Raw -1340888.342369 + Penalty 3014.589447 = -1337873.752921
  nChanged 41
		SP:Iteration 20F (139245.000000 sec): 3 clusters
  Score: Raw -1340919.567383 + Penalty 3014.589447 = -1337904.977936
  nChanged 29
		SP:Iteration 21Q (139245.220000 sec): 3 clusters
  Score: Raw -1340942.078756 + Penalty 3014.589447 = -1337927.489308
  nChanged 23
		SP:Iteration 22Q (139245.440000 sec): 3 clusters
  Score: Raw -1340956.035568 + Penalty 3014.589447 = -1337941.446120
  nChanged 16
		SP:Iteration 23Q (139245.660000 sec): 3 clusters
  Score: Raw -1340966.558968 + Penalty 3014.589447 = -1337951.969521
  nChanged 16
		SP:Iteration 24Q (139245.880000 sec): 3 clusters
  Score: Raw -1340976.065127 + Penalty 3014.589447 = -1337961.475679
  nChanged 10
		SP:Iteration 25Q (139246.090000 sec): 3 clusters
  Score: Raw -1340981.672693 + Penalty 3014.589447 = -1337967.083246
  nChanged 8
		SP:Iteration 26Q (139246.310000 sec): 3 clusters
  Score: Raw -1340987.121806 + Penalty 3014.589447 = -1337972.532358
  nChanged 8
		SP:Iteration 27Q (139246.530000 sec): 3 clusters
  Score: Raw -1340993.437584 + Penalty 3014.589447 = -1337978.848137
  nChanged 9
		SP:Iteration 28Q (139246.750000 sec): 3 clusters
  Score: Raw -1340997.259917 + Penalty 3014.589447 = -1337982.670470
  nChanged 6
		SP:Iteration 29Q (139246.960000 sec): 3 clusters
  Score: Raw -1341001.049780 + Penalty 3014.589447 = -1337986.460333
  nChanged 9
		SP:Iteration 30Q (139247.180000 sec): 3 clusters
  Score: Raw -1341007.498950 + Penalty 3014.589447 = -1337992.909502
  nChanged 7
		SP:Iteration 31Q (139247.400000 sec): 3 clusters
  Score: Raw -1341013.000515 + Penalty 3014.589447 = -1337998.411068
  nChanged 9
		SP:Iteration 32Q (139247.620000 sec): 3 clusters
  Score: Raw -1341018.015689 + Penalty 3014.589447 = -1338003.426242
  nChanged 1
		SP:Iteration 33Q (139247.840000 sec): 3 clusters
  Score: Raw -1341018.766524 + Penalty 3014.589447 = -1338004.177077
  nChanged 5
		SP:Iteration 34Q (139248.060000 sec): 3 clusters
  Score: Raw -1341021.185193 + Penalty 3014.589447 = -1338006.595746
  nChanged 1
		SP:Iteration 35Q (139248.280000 sec): 3 clusters
  Score: Raw -1341021.843557 + Penalty 3014.589447 = -1338007.254110
  nChanged 1
		SP:Iteration 36Q (139248.490000 sec): 3 clusters
  Score: Raw -1341022.185145 + Penalty 3014.589447 = -1338007.595698
  nChanged 0
		SP:Iteration 37F (139248.710000 sec): 3 clusters
  Score: Raw -1341022.185145 + Penalty 3014.589447 = -1338007.595698
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 18 (5381 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (139248.820000 sec): 2 clusters
  Score: Raw -649860.522785 + Penalty 1395.977295 = -648464.545490
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (139248.990000 sec): 3 clusters
  Score: Raw -647054.665448 + Penalty 2791.954591 = -644262.710858
  nChanged 2149
		SP:Iteration 1F (139249.170000 sec): 3 clusters
  Score: Raw -648302.328943 + Penalty 2791.954591 = -645510.374353
  nChanged 474
		SP:Iteration 2F (139249.360000 sec): 3 clusters
  Score: Raw -648679.636912 + Penalty 2791.954591 = -645887.682321
  nChanged 439
		SP:Iteration 3F (139249.450000 sec): 3 clusters
  Score: Raw -649088.716523 + Penalty 2791.954591 = -646296.761932
  nChanged 416
		SP:Iteration 4F (139249.640000 sec): 3 clusters
  Score: Raw -649478.965773 + Penalty 2791.954591 = -646687.011182
  nChanged 335
		SP:Iteration 5F (139249.860000 sec): 3 clusters
  Score: Raw -649776.933560 + Penalty 2791.954591 = -646984.978970
  nChanged 272
		SP:Iteration 6F (139250.100000 sec): 3 clusters
  Score: Raw -649950.941873 + Penalty 2791.954591 = -647158.987282
  nChanged 169
		SP:Iteration 7Q (139250.290000 sec): 3 clusters
  Score: Raw -650042.025405 + Penalty 2791.954591 = -647250.070814
  nChanged 116
		SP:Iteration 8Q (139250.460000 sec): 3 clusters
  Score: Raw -650094.613742 + Penalty 2791.954591 = -647302.659152
  nChanged 77
		SP:Iteration 9Q (139250.640000 sec): 3 clusters
  Score: Raw -650122.878753 + Penalty 2791.954591 = -647330.924163
  nChanged 52
		SP:Iteration 10Q (139250.880000 sec): 3 clusters
  Score: Raw -650140.470041 + Penalty 2791.954591 = -647348.515450
  nChanged 38
		SP:Iteration 11Q (139251.070000 sec): 3 clusters
  Score: Raw -650152.313052 + Penalty 2791.954591 = -647360.358461
  nChanged 29
		SP:Iteration 12Q (139251.240000 sec): 3 clusters
  Score: Raw -650161.150724 + Penalty 2791.954591 = -647369.196133
  nChanged 27
		SP:Iteration 13Q (139251.410000 sec): 3 clusters
  Score: Raw -650168.500165 + Penalty 2791.954591 = -647376.545574
  nChanged 28
		SP:Iteration 14Q (139251.590000 sec): 3 clusters
  Score: Raw -650176.102676 + Penalty 2791.954591 = -647384.148086
  nChanged 27
		SP:Iteration 15Q (139251.760000 sec): 3 clusters
  Score: Raw -650183.610820 + Penalty 2791.954591 = -647391.656230
  nChanged 25
		SP:Iteration 16Q (139251.930000 sec): 3 clusters
  Score: Raw -650191.067515 + Penalty 2791.954591 = -647399.112924
  nChanged 25
		SP:Iteration 17Q (139252.110000 sec): 3 clusters
  Score: Raw -650199.032374 + Penalty 2791.954591 = -647407.077783
  nChanged 20
		SP:Iteration 18Q (139252.280000 sec): 3 clusters
  Score: Raw -650204.101229 + Penalty 2791.954591 = -647412.146638
  nChanged 16
		SP:Iteration 19Q (139252.430000 sec): 3 clusters
  Score: Raw -650207.983644 + Penalty 2791.954591 = -647416.029053
  nChanged 7
		SP:Iteration 20F (139252.520000 sec): 3 clusters
  Score: Raw -650209.510350 + Penalty 2791.954591 = -647417.555759
  nChanged 3
		SP:Iteration 21Q (139252.720000 sec): 3 clusters
  Score: Raw -650210.047709 + Penalty 2791.954591 = -647418.093118
  nChanged 5
		SP:Iteration 22Q (139252.890000 sec): 3 clusters
  Score: Raw -650211.035381 + Penalty 2791.954591 = -647419.080790
  nChanged 4
		SP:Iteration 23Q (139253.060000 sec): 3 clusters
  Score: Raw -650212.113566 + Penalty 2791.954591 = -647420.158976
  nChanged 5
		SP:Iteration 24Q (139253.240000 sec): 3 clusters
  Score: Raw -650213.041598 + Penalty 2791.954591 = -647421.087007
  nChanged 4
		SP:Iteration 25Q (139253.410000 sec): 3 clusters
  Score: Raw -650213.895051 + Penalty 2791.954591 = -647421.940460
  nChanged 2
		SP:Iteration 26Q (139253.580000 sec): 3 clusters
  Score: Raw -650214.156910 + Penalty 2791.954591 = -647422.202320
  nChanged 5
		SP:Iteration 27Q (139253.750000 sec): 3 clusters
  Score: Raw -650214.954294 + Penalty 2791.954591 = -647422.999704
  nChanged 3
		SP:Iteration 28Q (139253.930000 sec): 3 clusters
  Score: Raw -650215.552742 + Penalty 2791.954591 = -647423.598151
  nChanged 1
		SP:Iteration 29Q (139254.100000 sec): 3 clusters
  Score: Raw -650215.654149 + Penalty 2791.954591 = -647423.699558
  nChanged 2
		SP:Iteration 30Q (139254.270000 sec): 3 clusters
  Score: Raw -650216.011202 + Penalty 2791.954591 = -647424.056612
  nChanged 2
		SP:Iteration 31Q (139254.450000 sec): 3 clusters
  Score: Raw -650216.307339 + Penalty 2791.954591 = -647424.352748
  nChanged 2
		SP:Iteration 32Q (139254.620000 sec): 3 clusters
  Score: Raw -650216.665674 + Penalty 2791.954591 = -647424.711084
  nChanged 0
		SP:Iteration 33F (139254.790000 sec): 3 clusters
  Score: Raw -650216.665674 + Penalty 2791.954591 = -647424.711084
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 19 (1105 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (139254.870000 sec): 2 clusters
  Score: Raw -131501.037769 + Penalty 1138.735100 = -130362.302669
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (139255.050000 sec): 3 clusters
  Score: Raw -131158.357719 + Penalty 2277.470200 = -128880.887520
  nChanged 321
		SP:Iteration 1F (139255.230000 sec): 3 clusters
  Score: Raw -131509.352143 + Penalty 2277.470200 = -129231.881944
  nChanged 95
		SP:Iteration 2F (139255.400000 sec): 3 clusters
  Score: Raw -131649.871289 + Penalty 2277.470200 = -129372.401089
  nChanged 63
		SP:Iteration 3F (139255.580000 sec): 3 clusters
  Score: Raw -131718.317853 + Penalty 2277.470200 = -129440.847653
  nChanged 36
		SP:Iteration 4Q (139255.750000 sec): 3 clusters
  Score: Raw -131767.981322 + Penalty 2277.470200 = -129490.511123
  nChanged 34
		SP:Iteration 5Q (139255.930000 sec): 3 clusters
  Score: Raw -131816.294746 + Penalty 2277.470200 = -129538.824547
  nChanged 32
		SP:Iteration 6Q (139255.950000 sec): 3 clusters
  Score: Raw -131856.960304 + Penalty 2277.470200 = -129579.490104
  nChanged 17
		SP:Iteration 7Q (139255.970000 sec): 3 clusters
  Score: Raw -131877.048293 + Penalty 2277.470200 = -129599.578094
  nChanged 14
		SP:Iteration 8Q (139256.000000 sec): 3 clusters
  Score: Raw -131887.963222 + Penalty 2277.470200 = -129610.493023
  nChanged 11
		SP:Iteration 9Q (139256.030000 sec): 3 clusters
  Score: Raw -131898.574307 + Penalty 2277.470200 = -129621.104107
  nChanged 12
		SP:Iteration 10Q (139256.050000 sec): 3 clusters
  Score: Raw -131914.601379 + Penalty 2277.470200 = -129637.131179
  nChanged 12
		SP:Iteration 11Q (139256.070000 sec): 3 clusters
  Score: Raw -131931.075574 + Penalty 2277.470200 = -129653.605374
  nChanged 10
		SP:Iteration 12Q (139256.100000 sec): 3 clusters
  Score: Raw -131941.923941 + Penalty 2277.470200 = -129664.453742
  nChanged 8
		SP:Iteration 13Q (139256.120000 sec): 3 clusters
  Score: Raw -131953.478053 + Penalty 2277.470200 = -129676.007854
  nChanged 9
		SP:Iteration 14Q (139256.150000 sec): 3 clusters
  Score: Raw -131961.818132 + Penalty 2277.470200 = -129684.347932
  nChanged 8
		SP:Iteration 15Q (139256.170000 sec): 3 clusters
  Score: Raw -131972.008639 + Penalty 2277.470200 = -129694.538440
  nChanged 7
		SP:Iteration 16Q (139256.190000 sec): 3 clusters
  Score: Raw -131980.130029 + Penalty 2277.470200 = -129702.659829
  nChanged 12
		SP:Iteration 17Q (139256.220000 sec): 3 clusters
  Score: Raw -131993.303292 + Penalty 2277.470200 = -129715.833093
  nChanged 9
		SP:Iteration 18Q (139256.240000 sec): 3 clusters
  Score: Raw -132006.040697 + Penalty 2277.470200 = -129728.570497
  nChanged 11
		SP:Iteration 19Q (139256.270000 sec): 3 clusters
  Score: Raw -132016.873943 + Penalty 2277.470200 = -129739.403743
  nChanged 11
		SP:Iteration 20F (139256.290000 sec): 3 clusters
  Score: Raw -132032.762037 + Penalty 2277.470200 = -129755.291837
  nChanged 11
		SP:Iteration 21Q (139256.310000 sec): 3 clusters
  Score: Raw -132047.831445 + Penalty 2277.470200 = -129770.361245
  nChanged 10
		SP:Iteration 22Q (139256.340000 sec): 3 clusters
  Score: Raw -132064.472925 + Penalty 2277.470200 = -129787.002726
  nChanged 14
		SP:Iteration 23Q (139256.360000 sec): 3 clusters
  Score: Raw -132083.379525 + Penalty 2277.470200 = -129805.909325
  nChanged 17
		SP:Iteration 24Q (139256.390000 sec): 3 clusters
  Score: Raw -132108.186698 + Penalty 2277.470200 = -129830.716498
  nChanged 18
		SP:Iteration 25Q (139256.410000 sec): 3 clusters
  Score: Raw -132145.680304 + Penalty 2277.470200 = -129868.210104
  nChanged 18
		SP:Iteration 26Q (139256.440000 sec): 3 clusters
  Score: Raw -132186.276547 + Penalty 2277.470200 = -129908.806348
  nChanged 15
		SP:Iteration 27Q (139256.460000 sec): 3 clusters
  Score: Raw -132207.980438 + Penalty 2277.470200 = -129930.510238
  nChanged 10
		SP:Iteration 28Q (139256.490000 sec): 3 clusters
  Score: Raw -132230.153305 + Penalty 2277.470200 = -129952.683105
  nChanged 9
		SP:Iteration 29Q (139256.510000 sec): 3 clusters
  Score: Raw -132240.456715 + Penalty 2277.470200 = -129962.986516
  nChanged 4
		SP:Iteration 30Q (139256.530000 sec): 3 clusters
  Score: Raw -132244.971812 + Penalty 2277.470200 = -129967.501613
  nChanged 5
		SP:Iteration 31Q (139256.560000 sec): 3 clusters
  Score: Raw -132254.193814 + Penalty 2277.470200 = -129976.723614
  nChanged 3
		SP:Iteration 32Q (139256.580000 sec): 3 clusters
  Score: Raw -132257.493925 + Penalty 2277.470200 = -129980.023725
  nChanged 1
		SP:Iteration 33Q (139256.610000 sec): 3 clusters
  Score: Raw -132258.967251 + Penalty 2277.470200 = -129981.497052
  nChanged 1
		SP:Iteration 34Q (139256.630000 sec): 3 clusters
  Score: Raw -132259.535978 + Penalty 2277.470200 = -129982.065778
  nChanged 0
		SP:Iteration 35F (139256.650000 sec): 3 clusters
  Score: Raw -132259.535978 + Penalty 2277.470200 = -129982.065778
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 20 (31178 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (139256.920000 sec): 2 clusters
  Score: Raw -3681691.054987 + Penalty 1681.463549 = -3680009.591438
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (139257.320000 sec): 3 clusters
  Score: Raw -3662330.140147 + Penalty 3362.927099 = -3658967.213048
  nChanged 14315
		SP:Iteration 1F (139257.700000 sec): 3 clusters
  Score: Raw -3670135.972170 + Penalty 3362.927099 = -3666773.045071
  nChanged 1158
		SP:Iteration 2Q (139258.160000 sec): 3 clusters
  Score: Raw -3670413.052696 + Penalty 3362.927099 = -3667050.125597
  nChanged 1027
		SP:Iteration 3Q (139258.600000 sec): 3 clusters
  Score: Raw -3670675.408178 + Penalty 3362.927099 = -3667312.481079
  nChanged 1000
		SP:Iteration 4Q (139259.120000 sec): 3 clusters
  Score: Raw -3670936.652210 + Penalty 3362.927099 = -3667573.725111
  nChanged 999
		SP:Iteration 5Q (139259.520000 sec): 3 clusters
  Score: Raw -3671183.696239 + Penalty 3362.927099 = -3667820.769140
  nChanged 939
		SP:Iteration 6Q (139259.970000 sec): 3 clusters
  Score: Raw -3671430.269294 + Penalty 3362.927099 = -3668067.342195
  nChanged 988
		SP:Iteration 7Q (139260.410000 sec): 3 clusters
  Score: Raw -3671720.891766 + Penalty 3362.927099 = -3668357.964667
  nChanged 1051
		SP:Iteration 8Q (139260.890000 sec): 3 clusters
  Score: Raw -3672090.720396 + Penalty 3362.927099 = -3668727.793297
  nChanged 1155
		SP:Iteration 9Q (139261.280000 sec): 3 clusters
  Score: Raw -3672574.067650 + Penalty 3362.927099 = -3669211.140551
  nChanged 1245
		SP:Iteration 10Q (139261.740000 sec): 3 clusters
  Score: Raw -3673209.483383 + Penalty 3362.927099 = -3669846.556284
  nChanged 1384
		SP:Iteration 11Q (139262.180000 sec): 3 clusters
  Score: Raw -3674085.142703 + Penalty 3362.927099 = -3670722.215604
  nChanged 1544
		SP:Iteration 12Q (139262.630000 sec): 3 clusters
  Score: Raw -3675157.705341 + Penalty 3362.927099 = -3671794.778242
  nChanged 1463
		SP:Iteration 13Q (139263.070000 sec): 3 clusters
  Score: Raw -3676047.760541 + Penalty 3362.927099 = -3672684.833442
  nChanged 1134
		SP:Iteration 14Q (139263.510000 sec): 3 clusters
  Score: Raw -3676528.485763 + Penalty 3362.927099 = -3673165.558664
  nChanged 751
		SP:Iteration 15Q (139263.950000 sec): 3 clusters
  Score: Raw -3676760.813013 + Penalty 3362.927099 = -3673397.885914
  nChanged 534
		SP:Iteration 16Q (139264.400000 sec): 3 clusters
  Score: Raw -3676921.328719 + Penalty 3362.927099 = -3673558.401620
  nChanged 484
		SP:Iteration 17Q (139264.840000 sec): 3 clusters
  Score: Raw -3677069.910494 + Penalty 3362.927099 = -3673706.983395
  nChanged 488
		SP:Iteration 18Q (139265.290000 sec): 3 clusters
  Score: Raw -3677223.270457 + Penalty 3362.927099 = -3673860.343358
  nChanged 519
		SP:Iteration 19Q (139265.730000 sec): 3 clusters
  Score: Raw -3677391.152698 + Penalty 3362.927099 = -3674028.225599
  nChanged 506
		SP:Iteration 20F (139266.180000 sec): 3 clusters
  Score: Raw -3677549.590316 + Penalty 3362.927099 = -3674186.663217
  nChanged 505
		SP:Iteration 21Q (139266.630000 sec): 3 clusters
  Score: Raw -3677708.753365 + Penalty 3362.927099 = -3674345.826266
  nChanged 542
		SP:Iteration 22Q (139267.070000 sec): 3 clusters
  Score: Raw -3677893.177729 + Penalty 3362.927099 = -3674530.250630
  nChanged 538
		SP:Iteration 23Q (139267.510000 sec): 3 clusters
  Score: Raw -3678083.709199 + Penalty 3362.927099 = -3674720.782100
  nChanged 544
		SP:Iteration 24Q (139267.880000 sec): 3 clusters
  Score: Raw -3678300.697555 + Penalty 3362.927099 = -3674937.770456
  nChanged 593
		SP:Iteration 25Q (139268.210000 sec): 3 clusters
  Score: Raw -3678548.816846 + Penalty 3362.927099 = -3675185.889747
  nChanged 578
		SP:Iteration 26Q (139268.610000 sec): 3 clusters
  Score: Raw -3678806.418143 + Penalty 3362.927099 = -3675443.491044
  nChanged 588
		SP:Iteration 27Q (139268.970000 sec): 3 clusters
  Score: Raw -3679084.922146 + Penalty 3362.927099 = -3675721.995047
  nChanged 595
		SP:Iteration 28Q (139269.370000 sec): 3 clusters
  Score: Raw -3679382.738304 + Penalty 3362.927099 = -3676019.811205
  nChanged 588
		SP:Iteration 29Q (139269.730000 sec): 3 clusters
  Score: Raw -3679709.525183 + Penalty 3362.927099 = -3676346.598084
  nChanged 564
		SP:Iteration 30Q (139270.130000 sec): 3 clusters
  Score: Raw -3680051.580174 + Penalty 3362.927099 = -3676688.653075
  nChanged 535
		SP:Iteration 31Q (139270.490000 sec): 3 clusters
  Score: Raw -3680409.131238 + Penalty 3362.927099 = -3677046.204139
  nChanged 487
		SP:Iteration 32Q (139270.900000 sec): 3 clusters
  Score: Raw -3680751.446505 + Penalty 3362.927099 = -3677388.519406
  nChanged 416
		SP:Iteration 33Q (139271.260000 sec): 3 clusters
  Score: Raw -3681061.955087 + Penalty 3362.927099 = -3677699.027988
  nChanged 338
		SP:Iteration 34Q (139271.660000 sec): 3 clusters
  Score: Raw -3681327.759099 + Penalty 3362.927099 = -3677964.832000
  nChanged 259
		SP:Iteration 35Q (139272.030000 sec): 3 clusters
  Score: Raw -3681548.784517 + Penalty 3362.927099 = -3678185.857418
  nChanged 178
		SP:Iteration 36Q (139272.430000 sec): 3 clusters
  Score: Raw -3681700.657252 + Penalty 3362.927099 = -3678337.730153
  nChanged 120
		SP:Iteration 37Q (139272.800000 sec): 3 clusters
  Score: Raw -3681805.758316 + Penalty 3362.927099 = -3678442.831217
  nChanged 71
		SP:Iteration 38Q (139273.200000 sec): 3 clusters
  Score: Raw -3681867.000603 + Penalty 3362.927099 = -3678504.073504
  nChanged 42
		SP:Iteration 39Q (139273.570000 sec): 3 clusters
  Score: Raw -3681910.326935 + Penalty 3362.927099 = -3678547.399836
  nChanged 24
		SP:Iteration 40F (139274.010000 sec): 3 clusters
  Score: Raw -3681932.294047 + Penalty 3362.927099 = -3678569.366948
  nChanged 11
		SP:Iteration 41Q (139274.420000 sec): 3 clusters
  Score: Raw -3681944.186927 + Penalty 3362.927099 = -3678581.259828
  nChanged 11
		SP:Iteration 42Q (139274.780000 sec): 3 clusters
  Score: Raw -3681957.302905 + Penalty 3362.927099 = -3678594.375806
  nChanged 5
		SP:Iteration 43Q (139275.190000 sec): 3 clusters
  Score: Raw -3681962.316551 + Penalty 3362.927099 = -3678599.389452
  nChanged 1
		SP:Iteration 44Q (139275.550000 sec): 3 clusters
  Score: Raw -3681964.736664 + Penalty 3362.927099 = -3678601.809565
  nChanged 2
		SP:Iteration 45Q (139275.960000 sec): 3 clusters
  Score: Raw -3681968.892510 + Penalty 3362.927099 = -3678605.965411
  nChanged 1
		SP:Iteration 46Q (139276.320000 sec): 3 clusters
  Score: Raw -3681969.640519 + Penalty 3362.927099 = -3678606.713420
  nChanged 1
		SP:Iteration 47Q (139276.730000 sec): 3 clusters
  Score: Raw -3681971.040617 + Penalty 3362.927099 = -3678608.113518
  nChanged 1
		SP:Iteration 48Q (139277.090000 sec): 3 clusters
  Score: Raw -3681971.692496 + Penalty 3362.927099 = -3678608.765397
  nChanged 0
		SP:Iteration 49F (139277.540000 sec): 3 clusters
  Score: Raw -3681971.692496 + Penalty 3362.927099 = -3678608.765397
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 21 (13353 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (139277.680000 sec): 2 clusters
  Score: Raw -1625132.055749 + Penalty 1543.668158 = -1623588.387591
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (139277.980000 sec): 3 clusters
  Score: Raw -1617343.319378 + Penalty 3087.336316 = -1614255.983062
  nChanged 5831
		SP:Iteration 1F (139278.270000 sec): 3 clusters
  Score: Raw -1620420.574761 + Penalty 3087.336316 = -1617333.238445
  nChanged 775
		SP:Iteration 2F (139278.550000 sec): 3 clusters
  Score: Raw -1620735.705561 + Penalty 3087.336316 = -1617648.369245
  nChanged 665
		SP:Iteration 3Q (139278.830000 sec): 3 clusters
  Score: Raw -1621001.077641 + Penalty 3087.336316 = -1617913.741324
  nChanged 627
		SP:Iteration 4Q (139279.110000 sec): 3 clusters
  Score: Raw -1621286.480877 + Penalty 3087.336316 = -1618199.144560
  nChanged 684
		SP:Iteration 5F (139279.390000 sec): 3 clusters
  Score: Raw -1621660.414822 + Penalty 3087.336316 = -1618573.078506
  nChanged 767
		SP:Iteration 6F (139279.630000 sec): 3 clusters
  Score: Raw -1622131.643968 + Penalty 3087.336316 = -1619044.307651
  nChanged 810
		SP:Iteration 7F (139279.910000 sec): 3 clusters
  Score: Raw -1622695.409991 + Penalty 3087.336316 = -1619608.073674
  nChanged 858
		SP:Iteration 8F (139280.150000 sec): 3 clusters
  Score: Raw -1623365.908429 + Penalty 3087.336316 = -1620278.572112
  nChanged 761
		SP:Iteration 9F (139280.420000 sec): 3 clusters
  Score: Raw -1624053.434651 + Penalty 3087.336316 = -1620966.098335
  nChanged 660
		SP:Iteration 10Q (139280.740000 sec): 3 clusters
  Score: Raw -1624645.627815 + Penalty 3087.336316 = -1621558.291499
  nChanged 396
		SP:Iteration 11Q (139280.970000 sec): 3 clusters
  Score: Raw -1624976.482715 + Penalty 3087.336316 = -1621889.146399
  nChanged 204
		SP:Iteration 12Q (139281.250000 sec): 3 clusters
  Score: Raw -1625157.330421 + Penalty 3087.336316 = -1622069.994104
  nChanged 113
		SP:Iteration 13Q (139281.500000 sec): 3 clusters
  Score: Raw -1625265.925630 + Penalty 3087.336316 = -1622178.589314
  nChanged 85
		SP:Iteration 14Q (139281.780000 sec): 3 clusters
  Score: Raw -1625333.594082 + Penalty 3087.336316 = -1622246.257766
  nChanged 42
		SP:Iteration 15Q (139282.020000 sec): 3 clusters
  Score: Raw -1625371.625182 + Penalty 3087.336316 = -1622284.288865
  nChanged 26
		SP:Iteration 16Q (139282.300000 sec): 3 clusters
  Score: Raw -1625393.396604 + Penalty 3087.336316 = -1622306.060288
  nChanged 23
		SP:Iteration 17Q (139282.540000 sec): 3 clusters
  Score: Raw -1625408.246298 + Penalty 3087.336316 = -1622320.909982
  nChanged 12
		SP:Iteration 18Q (139282.820000 sec): 3 clusters
  Score: Raw -1625418.515001 + Penalty 3087.336316 = -1622331.178685
  nChanged 13
		SP:Iteration 19Q (139283.060000 sec): 3 clusters
  Score: Raw -1625429.973248 + Penalty 3087.336316 = -1622342.636931
  nChanged 10
		SP:Iteration 20F (139283.300000 sec): 3 clusters
  Score: Raw -1625439.089578 + Penalty 3087.336316 = -1622351.753262
  nChanged 7
		SP:Iteration 21Q (139283.590000 sec): 3 clusters
  Score: Raw -1625443.816543 + Penalty 3087.336316 = -1622356.480227
  nChanged 6
		SP:Iteration 22Q (139283.800000 sec): 3 clusters
  Score: Raw -1625449.632817 + Penalty 3087.336316 = -1622362.296501
  nChanged 2
		SP:Iteration 23Q (139284.040000 sec): 3 clusters
  Score: Raw -1625451.092267 + Penalty 3087.336316 = -1622363.755950
  nChanged 1
		SP:Iteration 24Q (139284.320000 sec): 3 clusters
  Score: Raw -1625452.107071 + Penalty 3087.336316 = -1622364.770755
  nChanged 1
		SP:Iteration 25Q (139284.560000 sec): 3 clusters
  Score: Raw -1625453.340894 + Penalty 3087.336316 = -1622366.004577
  nChanged 2
		SP:Iteration 26Q (139284.840000 sec): 3 clusters
  Score: Raw -1625454.841824 + Penalty 3087.336316 = -1622367.505508
  nChanged 1
		SP:Iteration 27Q (139285.080000 sec): 3 clusters
  Score: Raw -1625455.714223 + Penalty 3087.336316 = -1622368.377907
  nChanged 1
		SP:Iteration 28Q (139285.360000 sec): 3 clusters
  Score: Raw -1625455.871840 + Penalty 3087.336316 = -1622368.535524
  nChanged 0
		SP:Iteration 29F (139285.600000 sec): 3 clusters
  Score: Raw -1625455.871840 + Penalty 3087.336316 = -1622368.535524
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 22 (271 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (139285.690000 sec): 2 clusters
  Score: Raw -14225.023673 + Penalty 910.344308 = -13314.679365
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (139285.860000 sec): 3 clusters
  Score: Raw -14345.545697 + Penalty 1820.688617 = -12524.857080
  nChanged 47
		SP:Iteration 1F (139286.040000 sec): 3 clusters
  Score: Raw -14502.600880 + Penalty 1820.688617 = -12681.912263
  nChanged 19
		SP:Iteration 2F (139286.220000 sec): 3 clusters
  Score: Raw -14580.463469 + Penalty 1820.688617 = -12759.774852
  nChanged 11
		SP:Iteration 3Q (139286.390000 sec): 3 clusters
  Score: Raw -14635.660891 + Penalty 1820.688617 = -12814.972274
  nChanged 7
		SP:Iteration 4Q (139286.570000 sec): 3 clusters
  Score: Raw -14692.892734 + Penalty 1820.688617 = -12872.204117
  nChanged 7
		SP:Iteration 5Q (139286.740000 sec): 3 clusters
  Score: Raw -14733.107289 + Penalty 1820.688617 = -12912.418673
  nChanged 6
		SP:Iteration 6Q (139286.920000 sec): 3 clusters
  Score: Raw -14769.499770 + Penalty 1820.688617 = -12948.811153
  nChanged 6
		SP:Iteration 7Q (139287.100000 sec): 3 clusters
  Score: Raw -14799.204948 + Penalty 1820.688617 = -12978.516331
  nChanged 0
		SP:Iteration 8F (139287.270000 sec): 3 clusters
  Score: Raw -14799.204948 + Penalty 1820.688617 = -12978.516331
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 23 (502 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (139287.360000 sec): 2 clusters
  Score: Raw -54728.763224 + Penalty 1010.522519 = -53718.240704
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (139287.540000 sec): 3 clusters
  Score: Raw -54674.588597 + Penalty 2021.045039 = -52653.543558
  nChanged 119
		SP:Iteration 1F (139287.710000 sec): 3 clusters
  Score: Raw -54901.291853 + Penalty 2021.045039 = -52880.246814
  nChanged 45
		SP:Iteration 2F (139287.880000 sec): 3 clusters
  Score: Raw -55036.442006 + Penalty 2021.045039 = -53015.396967
  nChanged 27
		SP:Iteration 3F (139288.060000 sec): 3 clusters
  Score: Raw -55098.600665 + Penalty 2021.045039 = -53077.555626
  nChanged 18
		SP:Iteration 4Q (139288.240000 sec): 3 clusters
  Score: Raw -55153.019598 + Penalty 2021.045039 = -53131.974559
  nChanged 12
		SP:Iteration 5Q (139288.410000 sec): 3 clusters
  Score: Raw -55194.187146 + Penalty 2021.045039 = -53173.142107
  nChanged 14
		SP:Iteration 6Q (139288.590000 sec): 3 clusters
  Score: Raw -55245.175711 + Penalty 2021.045039 = -53224.130672
  nChanged 13
		SP:Iteration 7Q (139288.760000 sec): 3 clusters
  Score: Raw -55285.802008 + Penalty 2021.045039 = -53264.756969
  nChanged 14
		SP:Iteration 8Q (139288.900000 sec): 3 clusters
  Score: Raw -55359.136166 + Penalty 2021.045039 = -53338.091128
  nChanged 21
		SP:Iteration 9Q (139288.950000 sec): 3 clusters
  Score: Raw -55458.270021 + Penalty 2021.045039 = -53437.224982
  nChanged 19
		SP:Iteration 10Q (139288.960000 sec): 3 clusters
  Score: Raw -55525.436162 + Penalty 2021.045039 = -53504.391123
  nChanged 14
		SP:Iteration 11Q (139288.970000 sec): 3 clusters
  Score: Raw -55607.061417 + Penalty 2021.045039 = -53586.016378
  nChanged 11
		SP:Iteration 12Q (139288.980000 sec): 3 clusters
  Score: Raw -55645.230428 + Penalty 2021.045039 = -53624.185389
  nChanged 2
		SP:Iteration 13Q (139288.990000 sec): 3 clusters
  Score: Raw -55652.624177 + Penalty 2021.045039 = -53631.579138
  nChanged 2
		SP:Iteration 14Q (139289.000000 sec): 3 clusters
  Score: Raw -55661.894953 + Penalty 2021.045039 = -53640.849914
  nChanged 0
		SP:Iteration 15F (139289.020000 sec): 3 clusters
  Score: Raw -55670.490860 + Penalty 2021.045039 = -53649.445822
  nChanged 2
		SP:Iteration 16Q (139289.040000 sec): 3 clusters
  Score: Raw -55687.137205 + Penalty 2021.045039 = -53666.092166
  nChanged 0
		SP:Iteration 17F (139289.060000 sec): 3 clusters
  Score: Raw -55687.137205 + Penalty 2021.045039 = -53666.092166
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 24 (549 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (139289.100000 sec): 2 clusters
  Score: Raw -63959.184212 + Penalty 1025.065997 = -62934.118216
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (139289.120000 sec): 3 clusters
  Score: Raw -63986.040200 + Penalty 2050.131993 = -61935.908206
  nChanged 138
		SP:Iteration 1F (139289.130000 sec): 3 clusters
  Score: Raw -64226.936746 + Penalty 2050.131993 = -62176.804752
  nChanged 47
		SP:Iteration 2F (139289.140000 sec): 3 clusters
  Score: Raw -64382.058517 + Penalty 2050.131993 = -62331.926524
  nChanged 40
		SP:Iteration 3F (139289.160000 sec): 3 clusters
  Score: Raw -64452.926557 + Penalty 2050.131993 = -62402.794563
  nChanged 19
		SP:Iteration 4Q (139289.180000 sec): 3 clusters
  Score: Raw -64476.158427 + Penalty 2050.131993 = -62426.026434
  nChanged 3
		SP:Iteration 5Q (139289.190000 sec): 3 clusters
  Score: Raw -64479.014380 + Penalty 2050.131993 = -62428.882387
  nChanged 3
		SP:Iteration 6Q (139289.210000 sec): 3 clusters
  Score: Raw -64482.912968 + Penalty 2050.131993 = -62432.780975
  nChanged 4
		SP:Iteration 7Q (139289.220000 sec): 3 clusters
  Score: Raw -64486.238199 + Penalty 2050.131993 = -62436.106205
  nChanged 3
		SP:Iteration 8Q (139289.240000 sec): 3 clusters
  Score: Raw -64489.869910 + Penalty 2050.131993 = -62439.737917
  nChanged 4
		SP:Iteration 9Q (139289.250000 sec): 3 clusters
  Score: Raw -64493.839221 + Penalty 2050.131993 = -62443.707228
  nChanged 2
		SP:Iteration 10Q (139289.270000 sec): 3 clusters
  Score: Raw -64496.109317 + Penalty 2050.131993 = -62445.977323
  nChanged 1
		SP:Iteration 11Q (139289.280000 sec): 3 clusters
  Score: Raw -64497.097749 + Penalty 2050.131993 = -62446.965756
  nChanged 2
		SP:Iteration 12Q (139289.300000 sec): 3 clusters
  Score: Raw -64500.282475 + Penalty 2050.131993 = -62450.150482
  nChanged 2
		SP:Iteration 13Q (139289.320000 sec): 3 clusters
  Score: Raw -64502.639900 + Penalty 2050.131993 = -62452.507906
  nChanged 1
		SP:Iteration 14Q (139289.330000 sec): 3 clusters
  Score: Raw -64509.183001 + Penalty 2050.131993 = -62459.051007
  nChanged 0
		SP:Iteration 15F (139289.340000 sec): 3 clusters
  Score: Raw -64509.183001 + Penalty 2050.131993 = -62459.051007
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 25 (4260 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (139289.470000 sec): 2 clusters
  Score: Raw -524902.053302 + Penalty 1358.016471 = -523544.036830
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (139289.650000 sec): 3 clusters
  Score: Raw -522758.927061 + Penalty 2716.032943 = -520042.894118
  nChanged 1645
		SP:Iteration 1F (139289.820000 sec): 3 clusters
  Score: Raw -523669.373702 + Penalty 2716.032943 = -520953.340759
  nChanged 311
		SP:Iteration 2F (139290.000000 sec): 3 clusters
  Score: Raw -523824.563335 + Penalty 2716.032943 = -521108.530393
  nChanged 219
		SP:Iteration 3F (139290.180000 sec): 3 clusters
  Score: Raw -523933.591850 + Penalty 2716.032943 = -521217.558907
  nChanged 173
		SP:Iteration 4Q (139290.350000 sec): 3 clusters
  Score: Raw -524010.586364 + Penalty 2716.032943 = -521294.553421
  nChanged 132
		SP:Iteration 5Q (139290.570000 sec): 3 clusters
  Score: Raw -524072.142820 + Penalty 2716.032943 = -521356.109877
  nChanged 125
		SP:Iteration 6Q (139290.720000 sec): 3 clusters
  Score: Raw -524141.045304 + Penalty 2716.032943 = -521425.012361
  nChanged 141
		SP:Iteration 7Q (139290.950000 sec): 3 clusters
  Score: Raw -524210.808889 + Penalty 2716.032943 = -521494.775947
  nChanged 119
		SP:Iteration 8Q (139291.100000 sec): 3 clusters
  Score: Raw -524277.193006 + Penalty 2716.032943 = -521561.160064
  nChanged 124
		SP:Iteration 9Q (139291.280000 sec): 3 clusters
  Score: Raw -524351.195320 + Penalty 2716.032943 = -521635.162377
  nChanged 148
		SP:Iteration 10Q (139291.450000 sec): 3 clusters
  Score: Raw -524443.001525 + Penalty 2716.032943 = -521726.968583
  nChanged 141
		SP:Iteration 11Q (139291.630000 sec): 3 clusters
  Score: Raw -524533.088743 + Penalty 2716.032943 = -521817.055800
  nChanged 140
		SP:Iteration 12Q (139291.800000 sec): 3 clusters
  Score: Raw -524618.742568 + Penalty 2716.032943 = -521902.709625
  nChanged 119
		SP:Iteration 13Q (139291.980000 sec): 3 clusters
  Score: Raw -524699.886255 + Penalty 2716.032943 = -521983.853312
  nChanged 128
		SP:Iteration 14Q (139292.160000 sec): 3 clusters
  Score: Raw -524789.185088 + Penalty 2716.032943 = -522073.152146
  nChanged 107
		SP:Iteration 15Q (139292.330000 sec): 3 clusters
  Score: Raw -524855.272734 + Penalty 2716.032943 = -522139.239791
  nChanged 85
		SP:Iteration 16Q (139292.510000 sec): 3 clusters
  Score: Raw -524922.542304 + Penalty 2716.032943 = -522206.509362
  nChanged 73
		SP:Iteration 17Q (139292.680000 sec): 3 clusters
  Score: Raw -524969.243273 + Penalty 2716.032943 = -522253.210330
  nChanged 59
		SP:Iteration 18Q (139292.860000 sec): 3 clusters
  Score: Raw -525008.465497 + Penalty 2716.032943 = -522292.432555
  nChanged 42
		SP:Iteration 19Q (139293.040000 sec): 3 clusters
  Score: Raw -525036.090957 + Penalty 2716.032943 = -522320.058015
  nChanged 50
		SP:Iteration 20F (139293.210000 sec): 3 clusters
  Score: Raw -525069.683827 + Penalty 2716.032943 = -522353.650884
  nChanged 29
		SP:Iteration 21Q (139293.390000 sec): 3 clusters
  Score: Raw -525090.387807 + Penalty 2716.032943 = -522374.354864
  nChanged 29
		SP:Iteration 22Q (139293.580000 sec): 3 clusters
  Score: Raw -525109.578450 + Penalty 2716.032943 = -522393.545507
  nChanged 32
		SP:Iteration 23Q (139293.660000 sec): 3 clusters
  Score: Raw -525129.641772 + Penalty 2716.032943 = -522413.608829
  nChanged 29
		SP:Iteration 24Q (139293.740000 sec): 3 clusters
  Score: Raw -525148.137817 + Penalty 2716.032943 = -522432.104874
  nChanged 20
		SP:Iteration 25Q (139293.820000 sec): 3 clusters
  Score: Raw -525159.490651 + Penalty 2716.032943 = -522443.457709
  nChanged 12
		SP:Iteration 26Q (139293.900000 sec): 3 clusters
  Score: Raw -525164.798065 + Penalty 2716.032943 = -522448.765122
  nChanged 5
		SP:Iteration 27Q (139293.980000 sec): 3 clusters
  Score: Raw -525167.690686 + Penalty 2716.032943 = -522451.657743
  nChanged 6
		SP:Iteration 28Q (139294.060000 sec): 3 clusters
  Score: Raw -525170.955369 + Penalty 2716.032943 = -522454.922426
  nChanged 6
		SP:Iteration 29Q (139294.130000 sec): 3 clusters
  Score: Raw -525173.400082 + Penalty 2716.032943 = -522457.367139
  nChanged 1
		SP:Iteration 30Q (139294.210000 sec): 3 clusters
  Score: Raw -525173.824072 + Penalty 2716.032943 = -522457.791129
  nChanged 1
		SP:Iteration 31Q (139294.290000 sec): 3 clusters
  Score: Raw -525174.025686 + Penalty 2716.032943 = -522457.992743
  nChanged 1
		SP:Iteration 32Q (139294.360000 sec): 3 clusters
  Score: Raw -525174.343619 + Penalty 2716.032943 = -522458.310676
  nChanged 2
		SP:Iteration 33Q (139294.440000 sec): 3 clusters
  Score: Raw -525175.146703 + Penalty 2716.032943 = -522459.113760
  nChanged 3
		SP:Iteration 34Q (139294.520000 sec): 3 clusters
  Score: Raw -525176.123289 + Penalty 2716.032943 = -522460.090346
  nChanged 1
		SP:Iteration 35Q (139294.600000 sec): 3 clusters
  Score: Raw -525176.389779 + Penalty 2716.032943 = -522460.356836
  nChanged 1
		SP:Iteration 36Q (139294.670000 sec): 3 clusters
  Score: Raw -525176.833578 + Penalty 2716.032943 = -522460.800635
  nChanged 1
		SP:Iteration 37Q (139294.750000 sec): 3 clusters
  Score: Raw -525177.321486 + Penalty 2716.032943 = -522461.288543
  nChanged 3
		SP:Iteration 38Q (139294.830000 sec): 3 clusters
  Score: Raw -525178.568879 + Penalty 2716.032943 = -522462.535936
  nChanged 3
		SP:Iteration 39Q (139294.910000 sec): 3 clusters
  Score: Raw -525179.341255 + Penalty 2716.032943 = -522463.308312
  nChanged 0
		SP:Iteration 40F (139294.980000 sec): 3 clusters
  Score: Raw -525179.341255 + Penalty 2716.032943 = -522463.308312
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 26 (4278 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (139295.080000 sec): 2 clusters
  Score: Raw -483437.221867 + Penalty 1358.701645 = -482078.520223
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (139295.260000 sec): 3 clusters
  Score: Raw -481285.784181 + Penalty 2717.403289 = -478568.380892
  nChanged 1715
		SP:Iteration 1F (139295.430000 sec): 3 clusters
  Score: Raw -482317.723375 + Penalty 2717.403289 = -479600.320086
  nChanged 351
		SP:Iteration 2F (139295.610000 sec): 3 clusters
  Score: Raw -482568.738086 + Penalty 2717.403289 = -479851.334797
  nChanged 274
		SP:Iteration 3F (139295.780000 sec): 3 clusters
  Score: Raw -482745.770122 + Penalty 2717.403289 = -480028.366833
  nChanged 228
		SP:Iteration 4F (139295.960000 sec): 3 clusters
  Score: Raw -482899.163159 + Penalty 2717.403289 = -480181.759870
  nChanged 188
		SP:Iteration 5Q (139296.140000 sec): 3 clusters
  Score: Raw -483072.493136 + Penalty 2717.403289 = -480355.089847
  nChanged 207
		SP:Iteration 6Q (139296.310000 sec): 3 clusters
  Score: Raw -483264.129366 + Penalty 2717.403289 = -480546.726077
  nChanged 206
		SP:Iteration 7Q (139296.490000 sec): 3 clusters
  Score: Raw -483477.008357 + Penalty 2717.403289 = -480759.605068
  nChanged 200
		SP:Iteration 8Q (139296.660000 sec): 3 clusters
  Score: Raw -483667.138552 + Penalty 2717.403289 = -480949.735263
  nChanged 175
		SP:Iteration 9Q (139296.840000 sec): 3 clusters
  Score: Raw -483831.037882 + Penalty 2717.403289 = -481113.634593
  nChanged 174
		SP:Iteration 10Q (139297.020000 sec): 3 clusters
  Score: Raw -483989.507961 + Penalty 2717.403289 = -481272.104671
  nChanged 156
		SP:Iteration 11Q (139297.190000 sec): 3 clusters
  Score: Raw -484137.926035 + Penalty 2717.403289 = -481420.522746
  nChanged 134
		SP:Iteration 12Q (139297.370000 sec): 3 clusters
  Score: Raw -484249.396694 + Penalty 2717.403289 = -481531.993404
  nChanged 107
		SP:Iteration 13Q (139297.540000 sec): 3 clusters
  Score: Raw -484335.115845 + Penalty 2717.403289 = -481617.712556
  nChanged 81
		SP:Iteration 14Q (139297.720000 sec): 3 clusters
  Score: Raw -484412.695487 + Penalty 2717.403289 = -481695.292198
  nChanged 82
		SP:Iteration 15Q (139297.900000 sec): 3 clusters
  Score: Raw -484467.356437 + Penalty 2717.403289 = -481749.953148
  nChanged 71
		SP:Iteration 16Q (139298.070000 sec): 3 clusters
  Score: Raw -484501.493964 + Penalty 2717.403289 = -481784.090674
  nChanged 47
		SP:Iteration 17Q (139298.250000 sec): 3 clusters
  Score: Raw -484527.630888 + Penalty 2717.403289 = -481810.227599
  nChanged 33
		SP:Iteration 18Q (139298.420000 sec): 3 clusters
  Score: Raw -484544.606401 + Penalty 2717.403289 = -481827.203112
  nChanged 31
		SP:Iteration 19Q (139298.600000 sec): 3 clusters
  Score: Raw -484558.142173 + Penalty 2717.403289 = -481840.738884
  nChanged 18
		SP:Iteration 20F (139298.780000 sec): 3 clusters
  Score: Raw -484568.738696 + Penalty 2717.403289 = -481851.335406
  nChanged 13
		SP:Iteration 21Q (139299.000000 sec): 3 clusters
  Score: Raw -484572.998080 + Penalty 2717.403289 = -481855.594791
  nChanged 5
		SP:Iteration 22Q (139299.140000 sec): 3 clusters
  Score: Raw -484573.783090 + Penalty 2717.403289 = -481856.379800
  nChanged 1
		SP:Iteration 23Q (139299.370000 sec): 3 clusters
  Score: Raw -484574.081928 + Penalty 2717.403289 = -481856.678639
  nChanged 1
		SP:Iteration 24Q (139299.520000 sec): 3 clusters
  Score: Raw -484574.570157 + Penalty 2717.403289 = -481857.166868
  nChanged 2
		SP:Iteration 25Q (139299.750000 sec): 3 clusters
  Score: Raw -484575.330133 + Penalty 2717.403289 = -481857.926844
  nChanged 3
		SP:Iteration 26Q (139299.900000 sec): 3 clusters
  Score: Raw -484576.526299 + Penalty 2717.403289 = -481859.123010
  nChanged 2
		SP:Iteration 27Q (139300.080000 sec): 3 clusters
  Score: Raw -484576.943883 + Penalty 2717.403289 = -481859.540594
  nChanged 0
		SP:Iteration 28F (139300.260000 sec): 3 clusters
  Score: Raw -484576.943883 + Penalty 2717.403289 = -481859.540594
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 27 (1241 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (139300.330000 sec): 2 clusters
  Score: Raw -146876.452452 + Penalty 1157.596828 = -145718.855624
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (139300.500000 sec): 3 clusters
  Score: Raw -146454.183421 + Penalty 2315.193655 = -144138.989766
  nChanged 392
		SP:Iteration 1F (139300.680000 sec): 3 clusters
  Score: Raw -146805.806038 + Penalty 2315.193655 = -144490.612382
  nChanged 108
		SP:Iteration 2F (139300.860000 sec): 3 clusters
  Score: Raw -146915.778364 + Penalty 2315.193655 = -144600.584709
  nChanged 56
		SP:Iteration 3Q (139301.030000 sec): 3 clusters
  Score: Raw -146970.061983 + Penalty 2315.193655 = -144654.868328
  nChanged 30
		SP:Iteration 4Q (139301.210000 sec): 3 clusters
  Score: Raw -147000.207646 + Penalty 2315.193655 = -144685.013991
  nChanged 30
		SP:Iteration 5Q (139301.380000 sec): 3 clusters
  Score: Raw -147028.302366 + Penalty 2315.193655 = -144713.108711
  nChanged 23
		SP:Iteration 6Q (139301.600000 sec): 3 clusters
  Score: Raw -147060.571516 + Penalty 2315.193655 = -144745.377861
  nChanged 20
		SP:Iteration 7Q (139301.770000 sec): 3 clusters
  Score: Raw -147084.031806 + Penalty 2315.193655 = -144768.838150
  nChanged 19
		SP:Iteration 8Q (139301.940000 sec): 3 clusters
  Score: Raw -147103.907418 + Penalty 2315.193655 = -144788.713763
  nChanged 18
		SP:Iteration 9Q (139301.960000 sec): 3 clusters
  Score: Raw -147122.414553 + Penalty 2315.193655 = -144807.220898
  nChanged 12
		SP:Iteration 10Q (139301.980000 sec): 3 clusters
  Score: Raw -147134.620955 + Penalty 2315.193655 = -144819.427300
  nChanged 14
		SP:Iteration 11Q (139302.020000 sec): 3 clusters
  Score: Raw -147171.559825 + Penalty 2315.193655 = -144856.366170
  nChanged 21
		SP:Iteration 12Q (139302.040000 sec): 3 clusters
  Score: Raw -147204.649943 + Penalty 2315.193655 = -144889.456288
  nChanged 18
		SP:Iteration 13Q (139302.080000 sec): 3 clusters
  Score: Raw -147229.898385 + Penalty 2315.193655 = -144914.704729
  nChanged 23
		SP:Iteration 14Q (139302.110000 sec): 3 clusters
  Score: Raw -147255.287022 + Penalty 2315.193655 = -144940.093367
  nChanged 27
		SP:Iteration 15Q (139302.140000 sec): 3 clusters
  Score: Raw -147282.808586 + Penalty 2315.193655 = -144967.614931
  nChanged 23
		SP:Iteration 16Q (139302.170000 sec): 3 clusters
  Score: Raw -147303.594638 + Penalty 2315.193655 = -144988.400983
  nChanged 22
		SP:Iteration 17Q (139302.200000 sec): 3 clusters
  Score: Raw -147324.464225 + Penalty 2315.193655 = -145009.270570
  nChanged 19
		SP:Iteration 18Q (139302.230000 sec): 3 clusters
  Score: Raw -147341.217106 + Penalty 2315.193655 = -145026.023451
  nChanged 17
		SP:Iteration 19Q (139302.260000 sec): 3 clusters
  Score: Raw -147354.442310 + Penalty 2315.193655 = -145039.248655
  nChanged 11
		SP:Iteration 20F (139302.300000 sec): 3 clusters
  Score: Raw -147362.290496 + Penalty 2315.193655 = -145047.096841
  nChanged 8
		SP:Iteration 21Q (139302.320000 sec): 3 clusters
  Score: Raw -147369.141775 + Penalty 2315.193655 = -145053.948120
  nChanged 10
		SP:Iteration 22Q (139302.360000 sec): 3 clusters
  Score: Raw -147378.753038 + Penalty 2315.193655 = -145063.559383
  nChanged 12
		SP:Iteration 23Q (139302.390000 sec): 3 clusters
  Score: Raw -147399.045366 + Penalty 2315.193655 = -145083.851711
  nChanged 12
		SP:Iteration 24Q (139302.420000 sec): 3 clusters
  Score: Raw -147416.489642 + Penalty 2315.193655 = -145101.295987
  nChanged 12
		SP:Iteration 25Q (139302.450000 sec): 3 clusters
  Score: Raw -147427.668997 + Penalty 2315.193655 = -145112.475342
  nChanged 11
		SP:Iteration 26Q (139302.480000 sec): 3 clusters
  Score: Raw -147439.072320 + Penalty 2315.193655 = -145123.878665
  nChanged 9
		SP:Iteration 27Q (139302.510000 sec): 3 clusters
  Score: Raw -147448.459457 + Penalty 2315.193655 = -145133.265802
  nChanged 11
		SP:Iteration 28Q (139302.540000 sec): 3 clusters
  Score: Raw -147458.196230 + Penalty 2315.193655 = -145143.002575
  nChanged 5
		SP:Iteration 29Q (139302.570000 sec): 3 clusters
  Score: Raw -147462.000839 + Penalty 2315.193655 = -145146.807184
  nChanged 3
		SP:Iteration 30Q (139302.600000 sec): 3 clusters
  Score: Raw -147465.179879 + Penalty 2315.193655 = -145149.986223
  nChanged 4
		SP:Iteration 31Q (139302.640000 sec): 3 clusters
  Score: Raw -147468.683431 + Penalty 2315.193655 = -145153.489776
  nChanged 4
		SP:Iteration 32Q (139302.670000 sec): 3 clusters
  Score: Raw -147471.074082 + Penalty 2315.193655 = -145155.880427
  nChanged 3
		SP:Iteration 33Q (139302.700000 sec): 3 clusters
  Score: Raw -147473.360375 + Penalty 2315.193655 = -145158.166720
  nChanged 1
		SP:Iteration 34Q (139302.730000 sec): 3 clusters
  Score: Raw -147474.099359 + Penalty 2315.193655 = -145158.905704
  nChanged 1
		SP:Iteration 35Q (139302.760000 sec): 3 clusters
  Score: Raw -147474.875610 + Penalty 2315.193655 = -145159.681955
  nChanged 1
		SP:Iteration 36Q (139302.790000 sec): 3 clusters
  Score: Raw -147475.807252 + Penalty 2315.193655 = -145160.613597
  nChanged 3
		SP:Iteration 37Q (139302.820000 sec): 3 clusters
  Score: Raw -147477.353097 + Penalty 2315.193655 = -145162.159442
  nChanged 1
		SP:Iteration 38Q (139302.850000 sec): 3 clusters
  Score: Raw -147478.114824 + Penalty 2315.193655 = -145162.921168
  nChanged 0
		SP:Iteration 39F (139302.880000 sec): 3 clusters
  Score: Raw -147478.114824 + Penalty 2315.193655 = -145162.921168
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 28 (533 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (139302.920000 sec): 2 clusters
  Score: Raw -65486.769550 + Penalty 1020.259731 = -64466.509819
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (139302.940000 sec): 3 clusters
  Score: Raw -65385.670116 + Penalty 2040.519463 = -63345.150653
  nChanged 101
		SP:Iteration 1F (139302.950000 sec): 3 clusters
  Score: Raw -65501.065151 + Penalty 2040.519463 = -63460.545688
  nChanged 28
		SP:Iteration 2F (139302.970000 sec): 3 clusters
  Score: Raw -65568.791804 + Penalty 2040.519463 = -63528.272341
  nChanged 20
		SP:Iteration 3Q (139302.980000 sec): 3 clusters
  Score: Raw -65639.555466 + Penalty 2040.519463 = -63599.036003
  nChanged 19
		SP:Iteration 4Q (139303.000000 sec): 3 clusters
  Score: Raw -65678.070493 + Penalty 2040.519463 = -63637.551031
  nChanged 13
		SP:Iteration 5Q (139303.020000 sec): 3 clusters
  Score: Raw -65708.840969 + Penalty 2040.519463 = -63668.321506
  nChanged 14
		SP:Iteration 6Q (139303.030000 sec): 3 clusters
  Score: Raw -65748.553813 + Penalty 2040.519463 = -63708.034350
  nChanged 16
		SP:Iteration 7Q (139303.050000 sec): 3 clusters
  Score: Raw -65768.481122 + Penalty 2040.519463 = -63727.961660
  nChanged 7
		SP:Iteration 8Q (139303.070000 sec): 3 clusters
  Score: Raw -65777.588865 + Penalty 2040.519463 = -63737.069402
  nChanged 10
		SP:Iteration 9Q (139303.080000 sec): 3 clusters
  Score: Raw -65791.072824 + Penalty 2040.519463 = -63750.553361
  nChanged 8
		SP:Iteration 10Q (139303.100000 sec): 3 clusters
  Score: Raw -65804.082578 + Penalty 2040.519463 = -63763.563115
  nChanged 7
		SP:Iteration 11Q (139303.110000 sec): 3 clusters
  Score: Raw -65818.461785 + Penalty 2040.519463 = -63777.942322
  nChanged 3
		SP:Iteration 12Q (139303.130000 sec): 3 clusters
  Score: Raw -65825.982799 + Penalty 2040.519463 = -63785.463336
  nChanged 1
		SP:Iteration 13Q (139303.150000 sec): 3 clusters
  Score: Raw -65827.024893 + Penalty 2040.519463 = -63786.505430
  nChanged 1
		SP:Iteration 14Q (139303.160000 sec): 3 clusters
  Score: Raw -65827.745226 + Penalty 2040.519463 = -63787.225763
  nChanged 2
		SP:Iteration 15Q (139303.180000 sec): 3 clusters
  Score: Raw -65829.394753 + Penalty 2040.519463 = -63788.875290
  nChanged 2
		SP:Iteration 16Q (139303.190000 sec): 3 clusters
  Score: Raw -65831.783503 + Penalty 2040.519463 = -63791.264040
  nChanged 1
		SP:Iteration 17Q (139303.210000 sec): 3 clusters
  Score: Raw -65832.215596 + Penalty 2040.519463 = -63791.696133
  nChanged 0
		SP:Iteration 18F (139303.220000 sec): 3 clusters
  Score: Raw -65832.215596 + Penalty 2040.519463 = -63791.696133
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 29 (245 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (139303.260000 sec): 2 clusters
  Score: Raw -26531.062873 + Penalty 893.954459 = -25637.108414
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (139303.270000 sec): 3 clusters
  Score: Raw -26680.807899 + Penalty 1787.908918 = -24892.898981
  nChanged 53
		SP:Iteration 1F (139303.270000 sec): 3 clusters
  Score: Raw -26852.273717 + Penalty 1787.908918 = -25064.364798
  nChanged 9
		SP:Iteration 2Q (139303.280000 sec): 3 clusters
  Score: Raw -26883.813983 + Penalty 1787.908918 = -25095.905065
  nChanged 1
		SP:Iteration 3Q (139303.290000 sec): 3 clusters
  Score: Raw -26888.185364 + Penalty 1787.908918 = -25100.276445
  nChanged 3
		SP:Iteration 4Q (139303.300000 sec): 3 clusters
  Score: Raw -26898.627370 + Penalty 1787.908918 = -25110.718452
  nChanged 3
		SP:Iteration 5Q (139303.310000 sec): 3 clusters
  Score: Raw -26910.752862 + Penalty 1787.908918 = -25122.843944
  nChanged 0
		SP:Iteration 6F (139303.310000 sec): 3 clusters
  Score: Raw -26910.752862 + Penalty 1787.908918 = -25122.843944
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 30 (3379 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (139303.430000 sec): 2 clusters
  Score: Raw -396590.603080 + Penalty 1320.366952 = -395270.236128
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (139303.610000 sec): 3 clusters
  Score: Raw -394962.424531 + Penalty 2640.733903 = -392321.690628
  nChanged 1304
		SP:Iteration 1F (139303.780000 sec): 3 clusters
  Score: Raw -395820.104659 + Penalty 2640.733903 = -393179.370756
  nChanged 281
		SP:Iteration 2F (139303.960000 sec): 3 clusters
  Score: Raw -396047.060029 + Penalty 2640.733903 = -393406.326125
  nChanged 192
		SP:Iteration 3F (139304.130000 sec): 3 clusters
  Score: Raw -396189.098383 + Penalty 2640.733903 = -393548.364480
  nChanged 171
		SP:Iteration 4F (139304.310000 sec): 3 clusters
  Score: Raw -396313.673043 + Penalty 2640.733903 = -393672.939140
  nChanged 126
		SP:Iteration 5Q (139304.490000 sec): 3 clusters
  Score: Raw -396389.401676 + Penalty 2640.733903 = -393748.667773
  nChanged 81
		SP:Iteration 6Q (139304.660000 sec): 3 clusters
  Score: Raw -396436.801047 + Penalty 2640.733903 = -393796.067144
  nChanged 73
		SP:Iteration 7Q (139304.840000 sec): 3 clusters
  Score: Raw -396478.916169 + Penalty 2640.733903 = -393838.182266
  nChanged 58
		SP:Iteration 8Q (139305.010000 sec): 3 clusters
  Score: Raw -396514.651983 + Penalty 2640.733903 = -393873.918080
  nChanged 52
		SP:Iteration 9Q (139305.190000 sec): 3 clusters
  Score: Raw -396546.119571 + Penalty 2640.733903 = -393905.385668
  nChanged 49
		SP:Iteration 10Q (139305.370000 sec): 3 clusters
  Score: Raw -396573.058990 + Penalty 2640.733903 = -393932.325086
  nChanged 47
		SP:Iteration 11Q (139305.540000 sec): 3 clusters
  Score: Raw -396599.645198 + Penalty 2640.733903 = -393958.911294
  nChanged 46
		SP:Iteration 12Q (139305.720000 sec): 3 clusters
  Score: Raw -396627.194596 + Penalty 2640.733903 = -393986.460693
  nChanged 36
		SP:Iteration 13Q (139305.890000 sec): 3 clusters
  Score: Raw -396650.694152 + Penalty 2640.733903 = -394009.960249
  nChanged 33
		SP:Iteration 14Q (139306.070000 sec): 3 clusters
  Score: Raw -396668.769993 + Penalty 2640.733903 = -394028.036089
  nChanged 28
		SP:Iteration 15Q (139306.250000 sec): 3 clusters
  Score: Raw -396691.588591 + Penalty 2640.733903 = -394050.854688
  nChanged 21
		SP:Iteration 16Q (139306.420000 sec): 3 clusters
  Score: Raw -396712.879474 + Penalty 2640.733903 = -394072.145571
  nChanged 26
		SP:Iteration 17Q (139306.600000 sec): 3 clusters
  Score: Raw -396734.587957 + Penalty 2640.733903 = -394093.854054
  nChanged 26
		SP:Iteration 18Q (139306.770000 sec): 3 clusters
  Score: Raw -396753.375365 + Penalty 2640.733903 = -394112.641462
  nChanged 31
		SP:Iteration 19Q (139306.950000 sec): 3 clusters
  Score: Raw -396771.092901 + Penalty 2640.733903 = -394130.358998
  nChanged 26
		SP:Iteration 20F (139307.120000 sec): 3 clusters
  Score: Raw -396785.549141 + Penalty 2640.733903 = -394144.815238
  nChanged 21
		SP:Iteration 21Q (139307.300000 sec): 3 clusters
  Score: Raw -396796.591804 + Penalty 2640.733903 = -394155.857900
  nChanged 12
		SP:Iteration 22Q (139307.470000 sec): 3 clusters
  Score: Raw -396801.919072 + Penalty 2640.733903 = -394161.185168
  nChanged 8
		SP:Iteration 23Q (139307.650000 sec): 3 clusters
  Score: Raw -396807.336187 + Penalty 2640.733903 = -394166.602284
  nChanged 11
		SP:Iteration 24Q (139307.830000 sec): 3 clusters
  Score: Raw -396815.237290 + Penalty 2640.733903 = -394174.503387
  nChanged 9
		SP:Iteration 25Q (139308.000000 sec): 3 clusters
  Score: Raw -396820.932206 + Penalty 2640.733903 = -394180.198302
  nChanged 11
		SP:Iteration 26Q (139308.180000 sec): 3 clusters
  Score: Raw -396831.271488 + Penalty 2640.733903 = -394190.537585
  nChanged 11
		SP:Iteration 27Q (139308.350000 sec): 3 clusters
  Score: Raw -396841.339392 + Penalty 2640.733903 = -394200.605489
  nChanged 14
		SP:Iteration 28Q (139308.530000 sec): 3 clusters
  Score: Raw -396849.729417 + Penalty 2640.733903 = -394208.995514
  nChanged 10
		SP:Iteration 29Q (139308.710000 sec): 3 clusters
  Score: Raw -396855.632927 + Penalty 2640.733903 = -394214.899024
  nChanged 6
		SP:Iteration 30Q (139308.880000 sec): 3 clusters
  Score: Raw -396859.765627 + Penalty 2640.733903 = -394219.031724
  nChanged 10
		SP:Iteration 31Q (139309.060000 sec): 3 clusters
  Score: Raw -396866.938349 + Penalty 2640.733903 = -394226.204446
  nChanged 9
		SP:Iteration 32Q (139309.230000 sec): 3 clusters
  Score: Raw -396872.035903 + Penalty 2640.733903 = -394231.302000
  nChanged 7
		SP:Iteration 33Q (139309.410000 sec): 3 clusters
  Score: Raw -396875.736991 + Penalty 2640.733903 = -394235.003088
  nChanged 9
		SP:Iteration 34Q (139309.590000 sec): 3 clusters
  Score: Raw -396879.353584 + Penalty 2640.733903 = -394238.619680
  nChanged 7
		SP:Iteration 35Q (139309.760000 sec): 3 clusters
  Score: Raw -396882.630968 + Penalty 2640.733903 = -394241.897065
  nChanged 9
		SP:Iteration 36Q (139309.940000 sec): 3 clusters
  Score: Raw -396886.524441 + Penalty 2640.733903 = -394245.790537
  nChanged 7
		SP:Iteration 37Q (139310.110000 sec): 3 clusters
  Score: Raw -396890.767136 + Penalty 2640.733903 = -394250.033233
  nChanged 2
		SP:Iteration 38Q (139310.290000 sec): 3 clusters
  Score: Raw -396891.907316 + Penalty 2640.733903 = -394251.173413
  nChanged 2
		SP:Iteration 39Q (139310.470000 sec): 3 clusters
  Score: Raw -396894.824805 + Penalty 2640.733903 = -394254.090902
  nChanged 5
		SP:Iteration 40F (139310.640000 sec): 3 clusters
  Score: Raw -396899.915379 + Penalty 2640.733903 = -394259.181476
  nChanged 8
		SP:Iteration 41Q (139310.820000 sec): 3 clusters
  Score: Raw -396906.863316 + Penalty 2640.733903 = -394266.129413
  nChanged 6
		SP:Iteration 42Q (139310.990000 sec): 3 clusters
  Score: Raw -396914.609797 + Penalty 2640.733903 = -394273.875894
  nChanged 11
		SP:Iteration 43Q (139311.170000 sec): 3 clusters
  Score: Raw -396923.413799 + Penalty 2640.733903 = -394282.679896
  nChanged 12
		SP:Iteration 44Q (139311.390000 sec): 3 clusters
  Score: Raw -396932.203900 + Penalty 2640.733903 = -394291.469997
  nChanged 9
		SP:Iteration 45Q (139311.540000 sec): 3 clusters
  Score: Raw -396938.865304 + Penalty 2640.733903 = -394298.131401
  nChanged 6
		SP:Iteration 46Q (139311.720000 sec): 3 clusters
  Score: Raw -396941.195644 + Penalty 2640.733903 = -394300.461741
  nChanged 6
		SP:Iteration 47Q (139311.890000 sec): 3 clusters
  Score: Raw -396944.350885 + Penalty 2640.733903 = -394303.616982
  nChanged 4
		SP:Iteration 48Q (139312.070000 sec): 3 clusters
  Score: Raw -396946.685930 + Penalty 2640.733903 = -394305.952026
  nChanged 5
		SP:Iteration 49Q (139312.240000 sec): 3 clusters
  Score: Raw -396949.936881 + Penalty 2640.733903 = -394309.202978
  nChanged 2
		SP:Iteration 50Q (139312.420000 sec): 3 clusters
  Score: Raw -396952.664546 + Penalty 2640.733903 = -394311.930643
  nChanged 1
		SP:Iteration 51Q (139312.600000 sec): 3 clusters
  Score: Raw -396954.288660 + Penalty 2640.733903 = -394313.554757
  nChanged 2
		SP:Iteration 52Q (139312.770000 sec): 3 clusters
  Score: Raw -396955.279746 + Penalty 2640.733903 = -394314.545842
  nChanged 2
		SP:Iteration 53Q (139312.940000 sec): 3 clusters
  Score: Raw -396956.504587 + Penalty 2640.733903 = -394315.770684
  nChanged 1
		SP:Iteration 54Q (139313.120000 sec): 3 clusters
  Score: Raw -396957.033168 + Penalty 2640.733903 = -394316.299265
  nChanged 1
		SP:Iteration 55Q (139313.300000 sec): 3 clusters
  Score: Raw -396957.609916 + Penalty 2640.733903 = -394316.876013
  nChanged 0
		SP:Iteration 56F (139313.470000 sec): 3 clusters
  Score: Raw -396957.609916 + Penalty 2640.733903 = -394316.876013
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 31 (4147 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (139313.600000 sec): 2 clusters
  Score: Raw -559171.245755 + Penalty 1353.647825 = -557817.597930
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (139313.780000 sec): 3 clusters
  Score: Raw -557145.241603 + Penalty 2707.295650 = -554437.945954
  nChanged 1599
		SP:Iteration 1F (139313.960000 sec): 3 clusters
  Score: Raw -558184.098967 + Penalty 2707.295650 = -555476.803318
  nChanged 322
		SP:Iteration 2F (139314.140000 sec): 3 clusters
  Score: Raw -558378.061241 + Penalty 2707.295650 = -555670.765591
  nChanged 190
		SP:Iteration 3Q (139314.310000 sec): 3 clusters
  Score: Raw -558484.765220 + Penalty 2707.295650 = -555777.469570
  nChanged 166
		SP:Iteration 4Q (139314.490000 sec): 3 clusters
  Score: Raw -558578.835999 + Penalty 2707.295650 = -555871.540350
  nChanged 134
		SP:Iteration 5Q (139314.660000 sec): 3 clusters
  Score: Raw -558650.258761 + Penalty 2707.295650 = -555942.963111
  nChanged 110
		SP:Iteration 6Q (139314.840000 sec): 3 clusters
  Score: Raw -558703.941828 + Penalty 2707.295650 = -555996.646178
  nChanged 96
		SP:Iteration 7Q (139315.020000 sec): 3 clusters
  Score: Raw -558748.660996 + Penalty 2707.295650 = -556041.365347
  nChanged 81
		SP:Iteration 8Q (139315.190000 sec): 3 clusters
  Score: Raw -558784.919637 + Penalty 2707.295650 = -556077.623988
  nChanged 63
		SP:Iteration 9Q (139315.360000 sec): 3 clusters
  Score: Raw -558811.107867 + Penalty 2707.295650 = -556103.812218
  nChanged 58
		SP:Iteration 10Q (139315.540000 sec): 3 clusters
  Score: Raw -558837.188246 + Penalty 2707.295650 = -556129.892597
  nChanged 49
		SP:Iteration 11Q (139315.720000 sec): 3 clusters
  Score: Raw -558855.621723 + Penalty 2707.295650 = -556148.326073
  nChanged 46
		SP:Iteration 12Q (139315.890000 sec): 3 clusters
  Score: Raw -558873.296518 + Penalty 2707.295650 = -556166.000869
  nChanged 33
		SP:Iteration 13Q (139316.070000 sec): 3 clusters
  Score: Raw -558885.002625 + Penalty 2707.295650 = -556177.706976
  nChanged 24
		SP:Iteration 14Q (139316.240000 sec): 3 clusters
  Score: Raw -558893.717135 + Penalty 2707.295650 = -556186.421486
  nChanged 24
		SP:Iteration 15Q (139316.420000 sec): 3 clusters
  Score: Raw -558906.584309 + Penalty 2707.295650 = -556199.288659
  nChanged 32
		SP:Iteration 16Q (139316.600000 sec): 3 clusters
  Score: Raw -558922.168454 + Penalty 2707.295650 = -556214.872804
  nChanged 33
		SP:Iteration 17Q (139316.770000 sec): 3 clusters
  Score: Raw -558934.598079 + Penalty 2707.295650 = -556227.302429
  nChanged 32
		SP:Iteration 18Q (139316.950000 sec): 3 clusters
  Score: Raw -558946.369157 + Penalty 2707.295650 = -556239.073507
  nChanged 26
		SP:Iteration 19Q (139317.120000 sec): 3 clusters
  Score: Raw -558954.209940 + Penalty 2707.295650 = -556246.914290
  nChanged 30
		SP:Iteration 20F (139317.300000 sec): 3 clusters
  Score: Raw -558967.162357 + Penalty 2707.295650 = -556259.866707
  nChanged 37
		SP:Iteration 21Q (139317.480000 sec): 3 clusters
  Score: Raw -558984.261423 + Penalty 2707.295650 = -556276.965774
  nChanged 40
		SP:Iteration 22Q (139317.650000 sec): 3 clusters
  Score: Raw -559001.815359 + Penalty 2707.295650 = -556294.519709
  nChanged 36
		SP:Iteration 23Q (139317.830000 sec): 3 clusters
  Score: Raw -559017.863375 + Penalty 2707.295650 = -556310.567725
  nChanged 36
		SP:Iteration 24Q (139318.000000 sec): 3 clusters
  Score: Raw -559034.744269 + Penalty 2707.295650 = -556327.448619
  nChanged 39
		SP:Iteration 25Q (139318.180000 sec): 3 clusters
  Score: Raw -559054.858281 + Penalty 2707.295650 = -556347.562632
  nChanged 41
		SP:Iteration 26Q (139318.360000 sec): 3 clusters
  Score: Raw -559076.533517 + Penalty 2707.295650 = -556369.237867
  nChanged 33
		SP:Iteration 27Q (139318.530000 sec): 3 clusters
  Score: Raw -559092.357528 + Penalty 2707.295650 = -556385.061878
  nChanged 25
		SP:Iteration 28Q (139318.710000 sec): 3 clusters
  Score: Raw -559103.608224 + Penalty 2707.295650 = -556396.312575
  nChanged 17
		SP:Iteration 29Q (139318.860000 sec): 3 clusters
  Score: Raw -559110.318952 + Penalty 2707.295650 = -556403.023302
  nChanged 14
		SP:Iteration 30Q (139318.940000 sec): 3 clusters
  Score: Raw -559116.032436 + Penalty 2707.295650 = -556408.736787
  nChanged 10
		SP:Iteration 31Q (139319.020000 sec): 3 clusters
  Score: Raw -559119.258727 + Penalty 2707.295650 = -556411.963077
  nChanged 9
		SP:Iteration 32Q (139319.090000 sec): 3 clusters
  Score: Raw -559122.605711 + Penalty 2707.295650 = -556415.310061
  nChanged 12
		SP:Iteration 33Q (139319.170000 sec): 3 clusters
  Score: Raw -559127.287864 + Penalty 2707.295650 = -556419.992214
  nChanged 14
		SP:Iteration 34Q (139319.250000 sec): 3 clusters
  Score: Raw -559132.853006 + Penalty 2707.295650 = -556425.557356
  nChanged 15
		SP:Iteration 35Q (139319.320000 sec): 3 clusters
  Score: Raw -559139.730044 + Penalty 2707.295650 = -556432.434395
  nChanged 13
		SP:Iteration 36Q (139319.400000 sec): 3 clusters
  Score: Raw -559144.539502 + Penalty 2707.295650 = -556437.243853
  nChanged 10
		SP:Iteration 37Q (139319.480000 sec): 3 clusters
  Score: Raw -559148.148519 + Penalty 2707.295650 = -556440.852870
  nChanged 8
		SP:Iteration 38Q (139319.560000 sec): 3 clusters
  Score: Raw -559151.840629 + Penalty 2707.295650 = -556444.544979
  nChanged 12
		SP:Iteration 39Q (139319.630000 sec): 3 clusters
  Score: Raw -559156.270201 + Penalty 2707.295650 = -556448.974551
  nChanged 6
		SP:Iteration 40F (139319.700000 sec): 3 clusters
  Score: Raw -559158.647990 + Penalty 2707.295650 = -556451.352340
  nChanged 8
		SP:Iteration 41Q (139319.780000 sec): 3 clusters
  Score: Raw -559161.053370 + Penalty 2707.295650 = -556453.757720
  nChanged 7
		SP:Iteration 42Q (139319.860000 sec): 3 clusters
  Score: Raw -559163.054505 + Penalty 2707.295650 = -556455.758856
  nChanged 5
		SP:Iteration 43Q (139319.940000 sec): 3 clusters
  Score: Raw -559164.884868 + Penalty 2707.295650 = -556457.589218
  nChanged 3
		SP:Iteration 44Q (139320.020000 sec): 3 clusters
  Score: Raw -559166.395950 + Penalty 2707.295650 = -556459.100300
  nChanged 4
		SP:Iteration 45Q (139320.090000 sec): 3 clusters
  Score: Raw -559167.748478 + Penalty 2707.295650 = -556460.452828
  nChanged 3
		SP:Iteration 46Q (139320.160000 sec): 3 clusters
  Score: Raw -559168.989441 + Penalty 2707.295650 = -556461.693792
  nChanged 2
		SP:Iteration 47Q (139320.240000 sec): 3 clusters
  Score: Raw -559169.538698 + Penalty 2707.295650 = -556462.243048
  nChanged 1
		SP:Iteration 48Q (139320.320000 sec): 3 clusters
  Score: Raw -559169.682563 + Penalty 2707.295650 = -556462.386913
  nChanged 0
		SP:Iteration 49F (139320.390000 sec): 3 clusters
  Score: Raw -559169.682563 + Penalty 2707.295650 = -556462.386913
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 32 (207 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (139320.450000 sec): 2 clusters
  Score: Raw -23333.627279 + Penalty 866.566804 = -22467.060475
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (139320.460000 sec): 3 clusters
  Score: Raw -23419.537748 + Penalty 1733.133608 = -21686.404140
  nChanged 24
		SP:Iteration 1F (139320.460000 sec): 3 clusters
  Score: Raw -23491.194317 + Penalty 1733.133608 = -21758.060710
  nChanged 4
		SP:Iteration 2Q (139320.460000 sec): 3 clusters
  Score: Raw -23500.263541 + Penalty 1733.133608 = -21767.129934
  nChanged 1
		SP:Iteration 3Q (139320.470000 sec): 3 clusters
  Score: Raw -23504.317739 + Penalty 1733.133608 = -21771.184131
  nChanged 0
		SP:Iteration 4F (139320.480000 sec): 3 clusters
  Score: Raw -23504.317739 + Penalty 1733.133608 = -21771.184131
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 33 (330 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (139320.520000 sec): 2 clusters
  Score: Raw -30235.364096 + Penalty 942.352556 = -29293.011540
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (139320.520000 sec): 3 clusters
  Score: Raw -30271.051921 + Penalty 1884.705113 = -28386.346809
  nChanged 65
		SP:Iteration 1F (139320.530000 sec): 3 clusters
  Score: Raw -30413.305695 + Penalty 1884.705113 = -28528.600582
  nChanged 33
		SP:Iteration 2F (139320.540000 sec): 3 clusters
  Score: Raw -30526.906078 + Penalty 1884.705113 = -28642.200965
  nChanged 23
		SP:Iteration 3F (139320.550000 sec): 3 clusters
  Score: Raw -30640.851624 + Penalty 1884.705113 = -28756.146511
  nChanged 18
		SP:Iteration 4F (139320.560000 sec): 3 clusters
  Score: Raw -30751.499388 + Penalty 1884.705113 = -28866.794276
  nChanged 17
		SP:Iteration 5F (139320.560000 sec): 3 clusters
  Score: Raw -31088.754898 + Penalty 1884.705113 = -29204.049786
  nChanged 16
		SP:Iteration 6Q (139320.570000 sec): 3 clusters
  Score: Raw -31168.116845 + Penalty 1884.705113 = -29283.411733
  nChanged 7
		SP:Iteration 7Q (139320.580000 sec): 3 clusters
  Score: Raw -31213.601959 + Penalty 1884.705113 = -29328.896847
  nChanged 2
		SP:Iteration 8Q (139320.590000 sec): 3 clusters
  Score: Raw -31220.706342 + Penalty 1884.705113 = -29336.001230
  nChanged 0
		SP:Iteration 9F (139320.600000 sec): 3 clusters
  Score: Raw -31220.706342 + Penalty 1884.705113 = -29336.001230
  nChanged 0

 We are always splitting bimodal clusters so it's getting split into cluster 80.
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 34 (15048 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (139320.750000 sec): 2 clusters
  Score: Raw -1816031.591176 + Penalty 1563.087560 = -1814468.503615
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (139321.000000 sec): 3 clusters
  Score: Raw -1807183.270879 + Penalty 3126.175121 = -1804057.095759
  nChanged 6620
		SP:Iteration 1F (139321.270000 sec): 3 clusters
  Score: Raw -1810796.004984 + Penalty 3126.175121 = -1807669.829863
  nChanged 851
		SP:Iteration 2F (139321.540000 sec): 3 clusters
  Score: Raw -1811153.214404 + Penalty 3126.175121 = -1808027.039283
  nChanged 785
		SP:Iteration 3F (139321.780000 sec): 3 clusters
  Score: Raw -1811486.957404 + Penalty 3126.175121 = -1808360.782283
  nChanged 751
		SP:Iteration 4Q (139322.080000 sec): 3 clusters
  Score: Raw -1811825.736144 + Penalty 3126.175121 = -1808699.561024
  nChanged 791
		SP:Iteration 5F (139322.350000 sec): 3 clusters
  Score: Raw -1812273.441820 + Penalty 3126.175121 = -1809147.266699
  nChanged 887
		SP:Iteration 6F (139322.620000 sec): 3 clusters
  Score: Raw -1812856.376042 + Penalty 3126.175121 = -1809730.200922
  nChanged 976
		SP:Iteration 7F (139322.880000 sec): 3 clusters
  Score: Raw -1813602.612827 + Penalty 3126.175121 = -1810476.437706
  nChanged 950
		SP:Iteration 8F (139323.150000 sec): 3 clusters
  Score: Raw -1814381.547727 + Penalty 3126.175121 = -1811255.372606
  nChanged 771
		SP:Iteration 9F (139323.410000 sec): 3 clusters
  Score: Raw -1814980.426594 + Penalty 3126.175121 = -1811854.251473
  nChanged 587
		SP:Iteration 10Q (139323.680000 sec): 3 clusters
  Score: Raw -1815471.677377 + Penalty 3126.175121 = -1812345.502257
  nChanged 396
		SP:Iteration 11Q (139323.950000 sec): 3 clusters
  Score: Raw -1815784.969520 + Penalty 3126.175121 = -1812658.794399
  nChanged 225
		SP:Iteration 12Q (139324.220000 sec): 3 clusters
  Score: Raw -1815964.742849 + Penalty 3126.175121 = -1812838.567728
  nChanged 124
		SP:Iteration 13Q (139324.400000 sec): 3 clusters
  Score: Raw -1816065.375238 + Penalty 3126.175121 = -1812939.200118
  nChanged 65
		SP:Iteration 14Q (139324.680000 sec): 3 clusters
  Score: Raw -1816117.175626 + Penalty 3126.175121 = -1812991.000505
  nChanged 45
		SP:Iteration 15Q (139324.930000 sec): 3 clusters
  Score: Raw -1816155.653844 + Penalty 3126.175121 = -1813029.478724
  nChanged 26
		SP:Iteration 16Q (139325.220000 sec): 3 clusters
  Score: Raw -1816180.603634 + Penalty 3126.175121 = -1813054.428514
  nChanged 17
		SP:Iteration 17Q (139325.490000 sec): 3 clusters
  Score: Raw -1816196.937147 + Penalty 3126.175121 = -1813070.762026
  nChanged 14
		SP:Iteration 18Q (139325.760000 sec): 3 clusters
  Score: Raw -1816207.157985 + Penalty 3126.175121 = -1813080.982865
  nChanged 10
		SP:Iteration 19Q (139326.010000 sec): 3 clusters
  Score: Raw -1816214.059623 + Penalty 3126.175121 = -1813087.884502
  nChanged 8
		SP:Iteration 20F (139326.310000 sec): 3 clusters
  Score: Raw -1816220.250142 + Penalty 3126.175121 = -1813094.075021
  nChanged 6
		SP:Iteration 21Q (139326.620000 sec): 3 clusters
  Score: Raw -1816227.029292 + Penalty 3126.175121 = -1813100.854171
  nChanged 5
		SP:Iteration 22Q (139326.890000 sec): 3 clusters
  Score: Raw -1816232.498690 + Penalty 3126.175121 = -1813106.323569
  nChanged 4
		SP:Iteration 23Q (139327.160000 sec): 3 clusters
  Score: Raw -1816235.487267 + Penalty 3126.175121 = -1813109.312147
  nChanged 4
		SP:Iteration 24Q (139327.430000 sec): 3 clusters
  Score: Raw -1816239.278007 + Penalty 3126.175121 = -1813113.102887
  nChanged 3
		SP:Iteration 25Q (139327.700000 sec): 3 clusters
  Score: Raw -1816241.349675 + Penalty 3126.175121 = -1813115.174554
  nChanged 1
		SP:Iteration 26Q (139327.980000 sec): 3 clusters
  Score: Raw -1816242.197532 + Penalty 3126.175121 = -1813116.022412
  nChanged 1
		SP:Iteration 27Q (139328.250000 sec): 3 clusters
  Score: Raw -1816243.222655 + Penalty 3126.175121 = -1813117.047534
  nChanged 1
		SP:Iteration 28Q (139328.480000 sec): 3 clusters
  Score: Raw -1816244.215671 + Penalty 3126.175121 = -1813118.040551
  nChanged 1
		SP:Iteration 29Q (139328.790000 sec): 3 clusters
  Score: Raw -1816245.285606 + Penalty 3126.175121 = -1813119.110485
  nChanged 2
		SP:Iteration 30Q (139329.080000 sec): 3 clusters
  Score: Raw -1816246.548915 + Penalty 3126.175121 = -1813120.373795
  nChanged 2
		SP:Iteration 31Q (139329.350000 sec): 3 clusters
  Score: Raw -1816248.351251 + Penalty 3126.175121 = -1813122.176130
  nChanged 1
		SP:Iteration 32Q (139329.620000 sec): 3 clusters
  Score: Raw -1816248.619976 + Penalty 3126.175121 = -1813122.444855
  nChanged 1
		SP:Iteration 33Q (139329.890000 sec): 3 clusters
  Score: Raw -1816249.337701 + Penalty 3126.175121 = -1813123.162580
  nChanged 1
		SP:Iteration 34Q (139330.170000 sec): 3 clusters
  Score: Raw -1816251.203087 + Penalty 3126.175121 = -1813125.027966
  nChanged 2
		SP:Iteration 35Q (139330.430000 sec): 3 clusters
  Score: Raw -1816252.562103 + Penalty 3126.175121 = -1813126.386983
  nChanged 1
		SP:Iteration 36Q (139330.740000 sec): 3 clusters
  Score: Raw -1816254.242682 + Penalty 3126.175121 = -1813128.067562
  nChanged 1
		SP:Iteration 37Q (139331.010000 sec): 3 clusters
  Score: Raw -1816255.830636 + Penalty 3126.175121 = -1813129.655515
  nChanged 1
		SP:Iteration 38Q (139331.290000 sec): 3 clusters
  Score: Raw -1816256.282340 + Penalty 3126.175121 = -1813130.107220
  nChanged 0
		SP:Iteration 39F (139331.470000 sec): 3 clusters
  Score: Raw -1816256.282340 + Penalty 3126.175121 = -1813130.107220
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 35 (2057 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (139331.580000 sec): 2 clusters
  Score: Raw -253569.215182 + Penalty 1239.713132 = -252329.502050
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (139331.750000 sec): 3 clusters
  Score: Raw -252633.994427 + Penalty 2479.426264 = -250154.568163
  nChanged 733
		SP:Iteration 1F (139331.920000 sec): 3 clusters
  Score: Raw -253096.328410 + Penalty 2479.426264 = -250616.902146
  nChanged 176
		SP:Iteration 2F (139332.100000 sec): 3 clusters
  Score: Raw -253236.109348 + Penalty 2479.426264 = -250756.683084
  nChanged 99
		SP:Iteration 3Q (139332.240000 sec): 3 clusters
  Score: Raw -253312.421782 + Penalty 2479.426264 = -250832.995518
  nChanged 70
		SP:Iteration 4Q (139332.280000 sec): 3 clusters
  Score: Raw -253355.285499 + Penalty 2479.426264 = -250875.859235
  nChanged 55
		SP:Iteration 5Q (139332.320000 sec): 3 clusters
  Score: Raw -253390.061200 + Penalty 2479.426264 = -250910.634936
  nChanged 44
		SP:Iteration 6Q (139332.360000 sec): 3 clusters
  Score: Raw -253417.076735 + Penalty 2479.426264 = -250937.650471
  nChanged 32
		SP:Iteration 7Q (139332.400000 sec): 3 clusters
  Score: Raw -253434.596648 + Penalty 2479.426264 = -250955.170384
  nChanged 23
		SP:Iteration 8Q (139332.450000 sec): 3 clusters
  Score: Raw -253445.293149 + Penalty 2479.426264 = -250965.866885
  nChanged 16
		SP:Iteration 9Q (139332.490000 sec): 3 clusters
  Score: Raw -253453.492698 + Penalty 2479.426264 = -250974.066434
  nChanged 13
		SP:Iteration 10Q (139332.530000 sec): 3 clusters
  Score: Raw -253460.339825 + Penalty 2479.426264 = -250980.913561
  nChanged 10
		SP:Iteration 11Q (139332.570000 sec): 3 clusters
  Score: Raw -253465.177930 + Penalty 2479.426264 = -250985.751666
  nChanged 9
		SP:Iteration 12Q (139332.620000 sec): 3 clusters
  Score: Raw -253468.331980 + Penalty 2479.426264 = -250988.905716
  nChanged 3
		SP:Iteration 13Q (139332.660000 sec): 3 clusters
  Score: Raw -253469.504050 + Penalty 2479.426264 = -250990.077786
  nChanged 3
		SP:Iteration 14Q (139332.710000 sec): 3 clusters
  Score: Raw -253470.674290 + Penalty 2479.426264 = -250991.248026
  nChanged 2
		SP:Iteration 15Q (139332.750000 sec): 3 clusters
  Score: Raw -253471.283459 + Penalty 2479.426264 = -250991.857195
  nChanged 1
		SP:Iteration 16Q (139332.790000 sec): 3 clusters
  Score: Raw -253471.764254 + Penalty 2479.426264 = -250992.337990
  nChanged 0
		SP:Iteration 17F (139332.830000 sec): 3 clusters
  Score: Raw -253471.764254 + Penalty 2479.426264 = -250992.337990
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 36 (306 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (139332.880000 sec): 2 clusters
  Score: Raw -21848.183780 + Penalty 930.082579 = -20918.101201
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (139332.890000 sec): 3 clusters
  Score: Raw -21952.154769 + Penalty 1860.165158 = -20091.989611
  nChanged 77
		SP:Iteration 1F (139332.890000 sec): 3 clusters
  Score: Raw -22154.722972 + Penalty 1860.165158 = -20294.557813
  nChanged 17
		SP:Iteration 2F (139332.900000 sec): 3 clusters
  Score: Raw -22214.286288 + Penalty 1860.165158 = -20354.121130
  nChanged 9
		SP:Iteration 3Q (139332.910000 sec): 3 clusters
  Score: Raw -22260.254946 + Penalty 1860.165158 = -20400.089788
  nChanged 10
		SP:Iteration 4Q (139332.920000 sec): 3 clusters
  Score: Raw -22284.651587 + Penalty 1860.165158 = -20424.486429
  nChanged 1
		SP:Iteration 5Q (139332.930000 sec): 3 clusters
  Score: Raw -22293.700774 + Penalty 1860.165158 = -20433.535616
  nChanged 1
		SP:Iteration 6Q (139332.930000 sec): 3 clusters
  Score: Raw -22294.621768 + Penalty 1860.165158 = -20434.456610
  nChanged 1
		SP:Iteration 7Q (139332.940000 sec): 3 clusters
  Score: Raw -22295.818935 + Penalty 1860.165158 = -20435.653777
  nChanged 1
		SP:Iteration 8Q (139332.950000 sec): 3 clusters
  Score: Raw -22297.019871 + Penalty 1860.165158 = -20436.854713
  nChanged 1
		SP:Iteration 9Q (139332.960000 sec): 3 clusters
  Score: Raw -22299.361391 + Penalty 1860.165158 = -20439.196233
  nChanged 0
		SP:Iteration 10F (139332.970000 sec): 3 clusters
  Score: Raw -22299.361391 + Penalty 1860.165158 = -20439.196233
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 37 (400 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (139333.010000 sec): 2 clusters
  Score: Raw -36665.019793 + Penalty 973.612989 = -35691.406804
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (139333.020000 sec): 3 clusters
  Score: Raw -36682.647004 + Penalty 1947.225978 = -34735.421026
  nChanged 116
		SP:Iteration 1F (139333.030000 sec): 3 clusters
  Score: Raw -36957.108811 + Penalty 1947.225978 = -35009.882833
  nChanged 30
		SP:Iteration 2F (139333.040000 sec): 3 clusters
  Score: Raw -37038.079909 + Penalty 1947.225978 = -35090.853932
  nChanged 14
		SP:Iteration 3Q (139333.050000 sec): 3 clusters
  Score: Raw -37073.053521 + Penalty 1947.225978 = -35125.827544
  nChanged 10
		SP:Iteration 4Q (139333.060000 sec): 3 clusters
  Score: Raw -37118.796244 + Penalty 1947.225978 = -35171.570266
  nChanged 11
		SP:Iteration 5Q (139333.080000 sec): 3 clusters
  Score: Raw -37160.438344 + Penalty 1947.225978 = -35213.212366
  nChanged 8
		SP:Iteration 6Q (139333.090000 sec): 3 clusters
  Score: Raw -37178.299299 + Penalty 1947.225978 = -35231.073321
  nChanged 6
		SP:Iteration 7Q (139333.090000 sec): 3 clusters
  Score: Raw -37203.935276 + Penalty 1947.225978 = -35256.709299
  nChanged 3
		SP:Iteration 8Q (139333.100000 sec): 3 clusters
  Score: Raw -37223.939401 + Penalty 1947.225978 = -35276.713424
  nChanged 3
		SP:Iteration 9Q (139333.110000 sec): 3 clusters
  Score: Raw -37229.486430 + Penalty 1947.225978 = -35282.260452
  nChanged 1
		SP:Iteration 10Q (139333.130000 sec): 3 clusters
  Score: Raw -37230.441769 + Penalty 1947.225978 = -35283.215791
  nChanged 0
		SP:Iteration 11F (139333.130000 sec): 3 clusters
  Score: Raw -37230.441769 + Penalty 1947.225978 = -35283.215791
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 38 (6051 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (139333.230000 sec): 2 clusters
  Score: Raw -733583.128398 + Penalty 1415.046559 = -732168.081839
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (139333.450000 sec): 3 clusters
  Score: Raw -730347.975847 + Penalty 2830.093119 = -727517.882728
  nChanged 2519
		SP:Iteration 1F (139333.600000 sec): 3 clusters
  Score: Raw -731721.446999 + Penalty 2830.093119 = -728891.353881
  nChanged 448
		SP:Iteration 2F (139333.700000 sec): 3 clusters
  Score: Raw -731959.186181 + Penalty 2830.093119 = -729129.093063
  nChanged 364
		SP:Iteration 3F (139333.800000 sec): 3 clusters
  Score: Raw -732178.115859 + Penalty 2830.093119 = -729348.022741
  nChanged 358
		SP:Iteration 4F (139334.010000 sec): 3 clusters
  Score: Raw -732404.671504 + Penalty 2830.093119 = -729574.578385
  nChanged 344
		SP:Iteration 5F (139334.220000 sec): 3 clusters
  Score: Raw -732617.373537 + Penalty 2830.093119 = -729787.280418
  nChanged 283
		SP:Iteration 6Q (139334.390000 sec): 3 clusters
  Score: Raw -732804.037985 + Penalty 2830.093119 = -729973.944866
  nChanged 270
		SP:Iteration 7Q (139334.570000 sec): 3 clusters
  Score: Raw -732992.861088 + Penalty 2830.093119 = -730162.767969
  nChanged 218
		SP:Iteration 8Q (139334.750000 sec): 3 clusters
  Score: Raw -733136.543692 + Penalty 2830.093119 = -730306.450573
  nChanged 178
		SP:Iteration 9Q (139334.960000 sec): 3 clusters
  Score: Raw -733269.728390 + Penalty 2830.093119 = -730439.635271
  nChanged 140
		SP:Iteration 10Q (139335.170000 sec): 3 clusters
  Score: Raw -733383.243537 + Penalty 2830.093119 = -730553.150419
  nChanged 128
		SP:Iteration 11Q (139335.380000 sec): 3 clusters
  Score: Raw -733486.716672 + Penalty 2830.093119 = -730656.623553
  nChanged 100
		SP:Iteration 12Q (139335.590000 sec): 3 clusters
  Score: Raw -733570.190601 + Penalty 2830.093119 = -730740.097483
  nChanged 98
		SP:Iteration 13Q (139335.800000 sec): 3 clusters
  Score: Raw -733676.839637 + Penalty 2830.093119 = -730846.746518
  nChanged 103
		SP:Iteration 14Q (139336.010000 sec): 3 clusters
  Score: Raw -733813.539509 + Penalty 2830.093119 = -730983.446390
  nChanged 110
		SP:Iteration 15Q (139336.220000 sec): 3 clusters
  Score: Raw -733984.135796 + Penalty 2830.093119 = -731154.042677
  nChanged 127
		SP:Iteration 16Q (139336.430000 sec): 3 clusters
  Score: Raw -734231.935877 + Penalty 2830.093119 = -731401.842759
  nChanged 123
		SP:Iteration 17Q (139336.640000 sec): 3 clusters
  Score: Raw -734391.648346 + Penalty 2830.093119 = -731561.555227
  nChanged 83
		SP:Iteration 18Q (139336.850000 sec): 3 clusters
  Score: Raw -734469.026698 + Penalty 2830.093119 = -731638.933579
  nChanged 52
		SP:Iteration 19Q (139337.060000 sec): 3 clusters
  Score: Raw -734510.892160 + Penalty 2830.093119 = -731680.799042
  nChanged 33
		SP:Iteration 20F (139337.270000 sec): 3 clusters
  Score: Raw -734531.192810 + Penalty 2830.093119 = -731701.099692
  nChanged 22
		SP:Iteration 21Q (139337.430000 sec): 3 clusters
  Score: Raw -734543.002161 + Penalty 2830.093119 = -731712.909042
  nChanged 10
		SP:Iteration 22Q (139337.640000 sec): 3 clusters
  Score: Raw -734549.185354 + Penalty 2830.093119 = -731719.092235
  nChanged 6
		SP:Iteration 23Q (139337.810000 sec): 3 clusters
  Score: Raw -734552.292360 + Penalty 2830.093119 = -731722.199241
  nChanged 5
		SP:Iteration 24Q (139338.020000 sec): 3 clusters
  Score: Raw -734555.253118 + Penalty 2830.093119 = -731725.159999
  nChanged 6
		SP:Iteration 25Q (139338.250000 sec): 3 clusters
  Score: Raw -734557.631050 + Penalty 2830.093119 = -731727.537931
  nChanged 4
		SP:Iteration 26Q (139338.440000 sec): 3 clusters
  Score: Raw -734559.129246 + Penalty 2830.093119 = -731729.036128
  nChanged 7
		SP:Iteration 27Q (139338.650000 sec): 3 clusters
  Score: Raw -734561.930716 + Penalty 2830.093119 = -731731.837597
  nChanged 2
		SP:Iteration 28Q (139338.860000 sec): 3 clusters
  Score: Raw -734563.046359 + Penalty 2830.093119 = -731732.953240
  nChanged 4
		SP:Iteration 29Q (139339.070000 sec): 3 clusters
  Score: Raw -734564.568401 + Penalty 2830.093119 = -731734.475283
  nChanged 4
		SP:Iteration 30Q (139339.270000 sec): 3 clusters
  Score: Raw -734566.029947 + Penalty 2830.093119 = -731735.936829
  nChanged 2
		SP:Iteration 31Q (139339.490000 sec): 3 clusters
  Score: Raw -734566.879314 + Penalty 2830.093119 = -731736.786195
  nChanged 1
		SP:Iteration 32Q (139339.690000 sec): 3 clusters
  Score: Raw -734567.321625 + Penalty 2830.093119 = -731737.228506
  nChanged 0
		SP:Iteration 33F (139339.910000 sec): 3 clusters
  Score: Raw -734567.321625 + Penalty 2830.093119 = -731737.228506
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 39 (1190 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (139339.970000 sec): 2 clusters
  Score: Raw -142217.034136 + Penalty 1150.777645 = -141066.256491
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (139340.150000 sec): 3 clusters
  Score: Raw -141792.667886 + Penalty 2301.555290 = -139491.112596
  nChanged 360
		SP:Iteration 1F (139340.320000 sec): 3 clusters
  Score: Raw -142098.232394 + Penalty 2301.555290 = -139796.677104
  nChanged 81
		SP:Iteration 2F (139340.500000 sec): 3 clusters
  Score: Raw -142175.169436 + Penalty 2301.555290 = -139873.614145
  nChanged 50
		SP:Iteration 3Q (139340.670000 sec): 3 clusters
  Score: Raw -142245.450957 + Penalty 2301.555290 = -139943.895667
  nChanged 48
		SP:Iteration 4Q (139340.850000 sec): 3 clusters
  Score: Raw -142314.085953 + Penalty 2301.555290 = -140012.530663
  nChanged 33
		SP:Iteration 5Q (139341.030000 sec): 3 clusters
  Score: Raw -142362.751125 + Penalty 2301.555290 = -140061.195834
  nChanged 30
		SP:Iteration 6Q (139341.200000 sec): 3 clusters
  Score: Raw -142408.508644 + Penalty 2301.555290 = -140106.953354
  nChanged 22
		SP:Iteration 7Q (139341.380000 sec): 3 clusters
  Score: Raw -142429.456840 + Penalty 2301.555290 = -140127.901549
  nChanged 21
		SP:Iteration 8Q (139341.540000 sec): 3 clusters
  Score: Raw -142451.888595 + Penalty 2301.555290 = -140150.333304
  nChanged 13
		SP:Iteration 9Q (139341.690000 sec): 3 clusters
  Score: Raw -142461.923949 + Penalty 2301.555290 = -140160.368659
  nChanged 6
		SP:Iteration 10Q (139341.860000 sec): 3 clusters
  Score: Raw -142465.815304 + Penalty 2301.555290 = -140164.260013
  nChanged 4
		SP:Iteration 11Q (139342.040000 sec): 3 clusters
  Score: Raw -142470.776770 + Penalty 2301.555290 = -140169.221479
  nChanged 3
		SP:Iteration 12Q (139342.190000 sec): 3 clusters
  Score: Raw -142472.768913 + Penalty 2301.555290 = -140171.213623
  nChanged 1
		SP:Iteration 13Q (139342.350000 sec): 3 clusters
  Score: Raw -142473.340838 + Penalty 2301.555290 = -140171.785547
  nChanged 0
		SP:Iteration 14F (139342.520000 sec): 3 clusters
  Score: Raw -142473.340838 + Penalty 2301.555290 = -140171.785547
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 40 (3119 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (139342.620000 sec): 2 clusters
  Score: Raw -366069.503256 + Penalty 1307.356004 = -364762.147252
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (139342.790000 sec): 3 clusters
  Score: Raw -364551.377456 + Penalty 2614.712008 = -361936.665449
  nChanged 1223
		SP:Iteration 1F (139342.970000 sec): 3 clusters
  Score: Raw -365348.568826 + Penalty 2614.712008 = -362733.856818
  nChanged 252
		SP:Iteration 2F (139343.150000 sec): 3 clusters
  Score: Raw -365514.517123 + Penalty 2614.712008 = -362899.805115
  nChanged 161
		SP:Iteration 3F (139343.320000 sec): 3 clusters
  Score: Raw -365610.840686 + Penalty 2614.712008 = -362996.128678
  nChanged 117
		SP:Iteration 4Q (139343.500000 sec): 3 clusters
  Score: Raw -365672.775184 + Penalty 2614.712008 = -363058.063176
  nChanged 68
		SP:Iteration 5Q (139343.670000 sec): 3 clusters
  Score: Raw -365706.782127 + Penalty 2614.712008 = -363092.070119
  nChanged 61
		SP:Iteration 6Q (139343.850000 sec): 3 clusters
  Score: Raw -365739.102568 + Penalty 2614.712008 = -363124.390560
  nChanged 61
		SP:Iteration 7Q (139344.020000 sec): 3 clusters
  Score: Raw -365769.260239 + Penalty 2614.712008 = -363154.548231
  nChanged 48
		SP:Iteration 8Q (139344.200000 sec): 3 clusters
  Score: Raw -365792.886880 + Penalty 2614.712008 = -363178.174872
  nChanged 46
		SP:Iteration 9Q (139344.380000 sec): 3 clusters
  Score: Raw -365810.762743 + Penalty 2614.712008 = -363196.050736
  nChanged 37
		SP:Iteration 10Q (139344.550000 sec): 3 clusters
  Score: Raw -365827.200011 + Penalty 2614.712008 = -363212.488003
  nChanged 37
		SP:Iteration 11Q (139344.730000 sec): 3 clusters
  Score: Raw -365843.518882 + Penalty 2614.712008 = -363228.806874
  nChanged 47
		SP:Iteration 12Q (139344.900000 sec): 3 clusters
  Score: Raw -365866.348195 + Penalty 2614.712008 = -363251.636187
  nChanged 49
		SP:Iteration 13Q (139345.080000 sec): 3 clusters
  Score: Raw -365890.234934 + Penalty 2614.712008 = -363275.522926
  nChanged 43
		SP:Iteration 14Q (139345.260000 sec): 3 clusters
  Score: Raw -365908.368732 + Penalty 2614.712008 = -363293.656724
  nChanged 32
		SP:Iteration 15Q (139345.430000 sec): 3 clusters
  Score: Raw -365922.502826 + Penalty 2614.712008 = -363307.790819
  nChanged 22
		SP:Iteration 16Q (139345.610000 sec): 3 clusters
  Score: Raw -365932.750820 + Penalty 2614.712008 = -363318.038812
  nChanged 26
		SP:Iteration 17Q (139345.780000 sec): 3 clusters
  Score: Raw -365945.312257 + Penalty 2614.712008 = -363330.600249
  nChanged 36
		SP:Iteration 18Q (139345.960000 sec): 3 clusters
  Score: Raw -365959.390208 + Penalty 2614.712008 = -363344.678200
  nChanged 33
		SP:Iteration 19Q (139346.140000 sec): 3 clusters
  Score: Raw -365973.678211 + Penalty 2614.712008 = -363358.966203
  nChanged 37
		SP:Iteration 20F (139346.310000 sec): 3 clusters
  Score: Raw -365992.676240 + Penalty 2614.712008 = -363377.964232
  nChanged 37
		SP:Iteration 21Q (139346.490000 sec): 3 clusters
  Score: Raw -366013.637737 + Penalty 2614.712008 = -363398.925729
  nChanged 31
		SP:Iteration 22Q (139346.660000 sec): 3 clusters
  Score: Raw -366025.392786 + Penalty 2614.712008 = -363410.680778
  nChanged 32
		SP:Iteration 23Q (139346.840000 sec): 3 clusters
  Score: Raw -366038.945871 + Penalty 2614.712008 = -363424.233863
  nChanged 21
		SP:Iteration 24Q (139347.020000 sec): 3 clusters
  Score: Raw -366047.332478 + Penalty 2614.712008 = -363432.620470
  nChanged 25
		SP:Iteration 25Q (139347.190000 sec): 3 clusters
  Score: Raw -366057.857259 + Penalty 2614.712008 = -363443.145251
  nChanged 30
		SP:Iteration 26Q (139347.370000 sec): 3 clusters
  Score: Raw -366070.509375 + Penalty 2614.712008 = -363455.797368
  nChanged 30
		SP:Iteration 27Q (139347.540000 sec): 3 clusters
  Score: Raw -366083.267680 + Penalty 2614.712008 = -363468.555672
  nChanged 21
		SP:Iteration 28Q (139347.720000 sec): 3 clusters
  Score: Raw -366089.946804 + Penalty 2614.712008 = -363475.234796
  nChanged 20
		SP:Iteration 29Q (139347.900000 sec): 3 clusters
  Score: Raw -366096.003810 + Penalty 2614.712008 = -363481.291802
  nChanged 20
		SP:Iteration 30Q (139348.070000 sec): 3 clusters
  Score: Raw -366104.963629 + Penalty 2614.712008 = -363490.251621
  nChanged 23
		SP:Iteration 31Q (139348.250000 sec): 3 clusters
  Score: Raw -366116.532620 + Penalty 2614.712008 = -363501.820612
  nChanged 27
		SP:Iteration 32Q (139348.420000 sec): 3 clusters
  Score: Raw -366127.017415 + Penalty 2614.712008 = -363512.305407
  nChanged 27
		SP:Iteration 33Q (139348.600000 sec): 3 clusters
  Score: Raw -366136.577365 + Penalty 2614.712008 = -363521.865357
  nChanged 21
		SP:Iteration 34Q (139348.780000 sec): 3 clusters
  Score: Raw -366144.636301 + Penalty 2614.712008 = -363529.924293
  nChanged 17
		SP:Iteration 35Q (139348.950000 sec): 3 clusters
  Score: Raw -366151.825433 + Penalty 2614.712008 = -363537.113425
  nChanged 11
		SP:Iteration 36Q (139349.130000 sec): 3 clusters
  Score: Raw -366155.638104 + Penalty 2614.712008 = -363540.926096
  nChanged 11
		SP:Iteration 37Q (139349.300000 sec): 3 clusters
  Score: Raw -366159.240497 + Penalty 2614.712008 = -363544.528489
  nChanged 10
		SP:Iteration 38Q (139349.480000 sec): 3 clusters
  Score: Raw -366163.558465 + Penalty 2614.712008 = -363548.846457
  nChanged 11
		SP:Iteration 39Q (139349.660000 sec): 3 clusters
  Score: Raw -366168.133496 + Penalty 2614.712008 = -363553.421488
  nChanged 18
		SP:Iteration 40F (139349.830000 sec): 3 clusters
  Score: Raw -366174.006875 + Penalty 2614.712008 = -363559.294867
  nChanged 12
		SP:Iteration 41Q (139350.010000 sec): 3 clusters
  Score: Raw -366179.061662 + Penalty 2614.712008 = -363564.349654
  nChanged 11
		SP:Iteration 42Q (139350.180000 sec): 3 clusters
  Score: Raw -366182.966044 + Penalty 2614.712008 = -363568.254036
  nChanged 11
		SP:Iteration 43Q (139350.360000 sec): 3 clusters
  Score: Raw -366186.678902 + Penalty 2614.712008 = -363571.966894
  nChanged 10
		SP:Iteration 44Q (139350.530000 sec): 3 clusters
  Score: Raw -366191.333819 + Penalty 2614.712008 = -363576.621811
  nChanged 11
		SP:Iteration 45Q (139350.710000 sec): 3 clusters
  Score: Raw -366196.771079 + Penalty 2614.712008 = -363582.059071
  nChanged 7
		SP:Iteration 46Q (139350.880000 sec): 3 clusters
  Score: Raw -366201.055524 + Penalty 2614.712008 = -363586.343516
  nChanged 9
		SP:Iteration 47Q (139351.060000 sec): 3 clusters
  Score: Raw -366204.554632 + Penalty 2614.712008 = -363589.842624
  nChanged 8
		SP:Iteration 48Q (139351.240000 sec): 3 clusters
  Score: Raw -366206.726641 + Penalty 2614.712008 = -363592.014633
  nChanged 4
		SP:Iteration 49Q (139351.410000 sec): 3 clusters
  Score: Raw -366208.417090 + Penalty 2614.712008 = -363593.705082
  nChanged 4
		SP:Iteration 50Q (139351.590000 sec): 3 clusters
  Score: Raw -366209.896461 + Penalty 2614.712008 = -363595.184453
  nChanged 3
		SP:Iteration 51Q (139351.760000 sec): 3 clusters
  Score: Raw -366211.172725 + Penalty 2614.712008 = -363596.460717
  nChanged 2
		SP:Iteration 52Q (139351.940000 sec): 3 clusters
  Score: Raw -366211.816015 + Penalty 2614.712008 = -363597.104007
  nChanged 1
		SP:Iteration 53Q (139352.120000 sec): 3 clusters
  Score: Raw -366212.005985 + Penalty 2614.712008 = -363597.293977
  nChanged 0
		SP:Iteration 54F (139352.290000 sec): 3 clusters
  Score: Raw -366212.005985 + Penalty 2614.712008 = -363597.293977
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 41 (188 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (139352.380000 sec): 2 clusters
  Score: Raw -9520.209950 + Penalty 850.921819 = -8669.288131
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (139352.550000 sec): 3 clusters
  Score: Raw -9630.428418 + Penalty 1701.843638 = -7928.584780
  nChanged 37
		SP:Iteration 1F (139352.730000 sec): 3 clusters
  Score: Raw -9830.596508 + Penalty 1701.843638 = -8128.752870
  nChanged 14
		SP:Iteration 2F (139352.900000 sec): 3 clusters
  Score: Raw -9917.989975 + Penalty 1701.843638 = -8216.146337
  nChanged 4
		SP:Iteration 3Q (139353.080000 sec): 3 clusters
  Score: Raw -9962.576023 + Penalty 1701.843638 = -8260.732385
  nChanged 0
		SP:Iteration 4F (139353.260000 sec): 3 clusters
  Score: Raw -9963.654922 + Penalty 1701.843638 = -8261.811284
  nChanged 1
		SP:Iteration 5Q (139353.430000 sec): 3 clusters
  Score: Raw -9980.684371 + Penalty 1701.843638 = -8278.840733
  nChanged 2
		SP:Iteration 6Q (139353.610000 sec): 3 clusters
  Score: Raw -10017.859840 + Penalty 1701.843638 = -8316.016202
  nChanged 2
		SP:Iteration 7Q (139353.780000 sec): 3 clusters
  Score: Raw -10030.574236 + Penalty 1701.843638 = -8328.730598
  nChanged 0
		SP:Iteration 8F (139353.920000 sec): 3 clusters
  Score: Raw -10030.574236 + Penalty 1701.843638 = -8328.730598
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 42 (379 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (139354.000000 sec): 2 clusters
  Score: Raw -44436.162379 + Penalty 964.849633 = -43471.312746
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (139354.180000 sec): 3 clusters
  Score: Raw -44443.402355 + Penalty 1929.699267 = -42513.703088
  nChanged 81
		SP:Iteration 1F (139354.360000 sec): 3 clusters
  Score: Raw -44639.221964 + Penalty 1929.699267 = -42709.522697
  nChanged 36
		SP:Iteration 2F (139354.530000 sec): 3 clusters
  Score: Raw -44780.754839 + Penalty 1929.699267 = -42851.055573
  nChanged 12
		SP:Iteration 3Q (139354.710000 sec): 3 clusters
  Score: Raw -44829.608436 + Penalty 1929.699267 = -42899.909170
  nChanged 7
		SP:Iteration 4Q (139354.880000 sec): 3 clusters
  Score: Raw -44862.566459 + Penalty 1929.699267 = -42932.867193
  nChanged 3
		SP:Iteration 5Q (139355.090000 sec): 3 clusters
  Score: Raw -44869.613149 + Penalty 1929.699267 = -42939.913882
  nChanged 2
		SP:Iteration 6Q (139355.250000 sec): 3 clusters
  Score: Raw -44878.475043 + Penalty 1929.699267 = -42948.775776
  nChanged 0
		SP:Iteration 7F (139355.410000 sec): 3 clusters
  Score: Raw -44878.475043 + Penalty 1929.699267 = -42948.775776
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 43 (1341 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (139355.490000 sec): 2 clusters
  Score: Raw -150762.589982 + Penalty 1170.190269 = -149592.399713
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (139355.650000 sec): 3 clusters
  Score: Raw -150382.257716 + Penalty 2340.380537 = -148041.877179
  nChanged 438
		SP:Iteration 1F (139355.800000 sec): 3 clusters
  Score: Raw -150890.029662 + Penalty 2340.380537 = -148549.649125
  nChanged 118
		SP:Iteration 2F (139355.960000 sec): 3 clusters
  Score: Raw -151062.694153 + Penalty 2340.380537 = -148722.313616
  nChanged 79
		SP:Iteration 3F (139356.120000 sec): 3 clusters
  Score: Raw -151151.716696 + Penalty 2340.380537 = -148811.336159
  nChanged 59
		SP:Iteration 4Q (139356.230000 sec): 3 clusters
  Score: Raw -151224.122454 + Penalty 2340.380537 = -148883.741917
  nChanged 45
		SP:Iteration 5Q (139356.390000 sec): 3 clusters
  Score: Raw -151261.473417 + Penalty 2340.380537 = -148921.092880
  nChanged 29
		SP:Iteration 6Q (139356.550000 sec): 3 clusters
  Score: Raw -151283.877338 + Penalty 2340.380537 = -148943.496800
  nChanged 16
		SP:Iteration 7Q (139356.710000 sec): 3 clusters
  Score: Raw -151294.997532 + Penalty 2340.380537 = -148954.616995
  nChanged 13
		SP:Iteration 8Q (139356.870000 sec): 3 clusters
  Score: Raw -151304.385611 + Penalty 2340.380537 = -148964.005074
  nChanged 12
		SP:Iteration 9Q (139357.030000 sec): 3 clusters
  Score: Raw -151313.219842 + Penalty 2340.380537 = -148972.839305
  nChanged 7
		SP:Iteration 10Q (139357.190000 sec): 3 clusters
  Score: Raw -151316.574669 + Penalty 2340.380537 = -148976.194132
  nChanged 6
		SP:Iteration 11Q (139357.350000 sec): 3 clusters
  Score: Raw -151319.546538 + Penalty 2340.380537 = -148979.166001
  nChanged 8
		SP:Iteration 12Q (139357.510000 sec): 3 clusters
  Score: Raw -151323.735907 + Penalty 2340.380537 = -148983.355370
  nChanged 5
		SP:Iteration 13Q (139357.670000 sec): 3 clusters
  Score: Raw -151328.501012 + Penalty 2340.380537 = -148988.120475
  nChanged 4
		SP:Iteration 14Q (139357.840000 sec): 3 clusters
  Score: Raw -151330.879343 + Penalty 2340.380537 = -148990.498806
  nChanged 3
		SP:Iteration 15Q (139358.010000 sec): 3 clusters
  Score: Raw -151332.221954 + Penalty 2340.380537 = -148991.841416
  nChanged 6
		SP:Iteration 16Q (139358.190000 sec): 3 clusters
  Score: Raw -151337.085278 + Penalty 2340.380537 = -148996.704741
  nChanged 4
		SP:Iteration 17Q (139358.360000 sec): 3 clusters
  Score: Raw -151340.273068 + Penalty 2340.380537 = -148999.892531
  nChanged 7
		SP:Iteration 18Q (139358.540000 sec): 3 clusters
  Score: Raw -151343.833833 + Penalty 2340.380537 = -149003.453296
  nChanged 3
		SP:Iteration 19Q (139358.720000 sec): 3 clusters
  Score: Raw -151344.777658 + Penalty 2340.380537 = -149004.397121
  nChanged 0
		SP:Iteration 20F (139358.890000 sec): 3 clusters
  Score: Raw -151344.777658 + Penalty 2340.380537 = -149004.397121
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 44 (3033 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (139359.000000 sec): 2 clusters
  Score: Raw -368981.341287 + Penalty 1302.812470 = -367678.528817
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (139359.180000 sec): 3 clusters
  Score: Raw -367530.419760 + Penalty 2605.624940 = -364924.794820
  nChanged 1127
		SP:Iteration 1F (139359.350000 sec): 3 clusters
  Score: Raw -368190.004355 + Penalty 2605.624940 = -365584.379415
  nChanged 260
		SP:Iteration 2F (139359.530000 sec): 3 clusters
  Score: Raw -368384.314925 + Penalty 2605.624940 = -365778.689985
  nChanged 181
		SP:Iteration 3F (139359.700000 sec): 3 clusters
  Score: Raw -368506.669323 + Penalty 2605.624940 = -365901.044383
  nChanged 148
		SP:Iteration 4Q (139359.880000 sec): 3 clusters
  Score: Raw -368601.406171 + Penalty 2605.624940 = -365995.781231
  nChanged 120
		SP:Iteration 5Q (139360.060000 sec): 3 clusters
  Score: Raw -368683.243779 + Penalty 2605.624940 = -366077.618839
  nChanged 93
		SP:Iteration 6Q (139360.230000 sec): 3 clusters
  Score: Raw -368762.139190 + Penalty 2605.624940 = -366156.514250
  nChanged 107
		SP:Iteration 7Q (139360.410000 sec): 3 clusters
  Score: Raw -368891.368499 + Penalty 2605.624940 = -366285.743559
  nChanged 141
		SP:Iteration 8Q (139360.580000 sec): 3 clusters
  Score: Raw -369071.629357 + Penalty 2605.624940 = -366466.004417
  nChanged 157
		SP:Iteration 9F (139360.760000 sec): 3 clusters
  Score: Raw -369248.352232 + Penalty 2605.624940 = -366642.727292
  nChanged 133
		SP:Iteration 10Q (139360.940000 sec): 3 clusters
  Score: Raw -369386.812173 + Penalty 2605.624940 = -366781.187233
  nChanged 104
		SP:Iteration 11Q (139361.110000 sec): 3 clusters
  Score: Raw -369491.080202 + Penalty 2605.624940 = -366885.455262
  nChanged 90
		SP:Iteration 12Q (139361.280000 sec): 3 clusters
  Score: Raw -369597.714697 + Penalty 2605.624940 = -366992.089757
  nChanged 91
		SP:Iteration 13Q (139361.460000 sec): 3 clusters
  Score: Raw -369718.270572 + Penalty 2605.624940 = -367112.645632
  nChanged 97
		SP:Iteration 14Q (139361.640000 sec): 3 clusters
  Score: Raw -369857.188649 + Penalty 2605.624940 = -367251.563709
  nChanged 79
		SP:Iteration 15Q (139361.810000 sec): 3 clusters
  Score: Raw -369943.486005 + Penalty 2605.624940 = -367337.861065
  nChanged 45
		SP:Iteration 16Q (139361.990000 sec): 3 clusters
  Score: Raw -369995.446691 + Penalty 2605.624940 = -367389.821751
  nChanged 34
		SP:Iteration 17Q (139362.160000 sec): 3 clusters
  Score: Raw -370022.979828 + Penalty 2605.624940 = -367417.354888
  nChanged 19
		SP:Iteration 18Q (139362.340000 sec): 3 clusters
  Score: Raw -370032.585583 + Penalty 2605.624940 = -367426.960643
  nChanged 10
		SP:Iteration 19Q (139362.520000 sec): 3 clusters
  Score: Raw -370035.779448 + Penalty 2605.624940 = -367430.154508
  nChanged 6
		SP:Iteration 20F (139362.690000 sec): 3 clusters
  Score: Raw -370038.877856 + Penalty 2605.624940 = -367433.252916
  nChanged 2
		SP:Iteration 21Q (139362.870000 sec): 3 clusters
  Score: Raw -370039.364565 + Penalty 2605.624940 = -367433.739625
  nChanged 2
		SP:Iteration 22Q (139363.040000 sec): 3 clusters
  Score: Raw -370040.859661 + Penalty 2605.624940 = -367435.234721
  nChanged 1
		SP:Iteration 23Q (139363.220000 sec): 3 clusters
  Score: Raw -370041.676314 + Penalty 2605.624940 = -367436.051374
  nChanged 3
		SP:Iteration 24Q (139363.400000 sec): 3 clusters
  Score: Raw -370042.219069 + Penalty 2605.624940 = -367436.594129
  nChanged 2
		SP:Iteration 25Q (139363.570000 sec): 3 clusters
  Score: Raw -370042.700246 + Penalty 2605.624940 = -367437.075306
  nChanged 1
		SP:Iteration 26Q (139363.640000 sec): 3 clusters
  Score: Raw -370043.551127 + Penalty 2605.624940 = -367437.926187
  nChanged 0
		SP:Iteration 27F (139363.700000 sec): 3 clusters
  Score: Raw -370043.551127 + Penalty 2605.624940 = -367437.926187
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 45 (1636 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (139363.760000 sec): 2 clusters
  Score: Raw -182524.770792 + Penalty 1202.501547 = -181322.269245
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (139363.790000 sec): 3 clusters
  Score: Raw -181860.418819 + Penalty 2405.003093 = -179455.415726
  nChanged 550
		SP:Iteration 1F (139363.820000 sec): 3 clusters
  Score: Raw -182226.014209 + Penalty 2405.003093 = -179821.011116
  nChanged 148
		SP:Iteration 2F (139363.860000 sec): 3 clusters
  Score: Raw -182350.959574 + Penalty 2405.003093 = -179945.956481
  nChanged 85
		SP:Iteration 3F (139363.890000 sec): 3 clusters
  Score: Raw -182414.115493 + Penalty 2405.003093 = -180009.112400
  nChanged 51
		SP:Iteration 4Q (139363.920000 sec): 3 clusters
  Score: Raw -182455.987549 + Penalty 2405.003093 = -180050.984456
  nChanged 34
		SP:Iteration 5Q (139363.960000 sec): 3 clusters
  Score: Raw -182489.712001 + Penalty 2405.003093 = -180084.708908
  nChanged 39
		SP:Iteration 6Q (139363.990000 sec): 3 clusters
  Score: Raw -182521.328789 + Penalty 2405.003093 = -180116.325696
  nChanged 40
		SP:Iteration 7Q (139364.030000 sec): 3 clusters
  Score: Raw -182558.420834 + Penalty 2405.003093 = -180153.417741
  nChanged 44
		SP:Iteration 8Q (139364.060000 sec): 3 clusters
  Score: Raw -182601.430374 + Penalty 2405.003093 = -180196.427281
  nChanged 38
		SP:Iteration 9Q (139364.100000 sec): 3 clusters
  Score: Raw -182635.562723 + Penalty 2405.003093 = -180230.559630
  nChanged 32
		SP:Iteration 10Q (139364.130000 sec): 3 clusters
  Score: Raw -182666.855553 + Penalty 2405.003093 = -180261.852460
  nChanged 27
		SP:Iteration 11Q (139364.160000 sec): 3 clusters
  Score: Raw -182690.495236 + Penalty 2405.003093 = -180285.492143
  nChanged 37
		SP:Iteration 12Q (139364.200000 sec): 3 clusters
  Score: Raw -182724.608188 + Penalty 2405.003093 = -180319.605095
  nChanged 39
		SP:Iteration 13Q (139364.230000 sec): 3 clusters
  Score: Raw -182762.690644 + Penalty 2405.003093 = -180357.687551
  nChanged 24
		SP:Iteration 14Q (139364.270000 sec): 3 clusters
  Score: Raw -182781.276791 + Penalty 2405.003093 = -180376.273698
  nChanged 25
		SP:Iteration 15Q (139364.300000 sec): 3 clusters
  Score: Raw -182804.416865 + Penalty 2405.003093 = -180399.413772
  nChanged 20
		SP:Iteration 16Q (139364.340000 sec): 3 clusters
  Score: Raw -182820.445346 + Penalty 2405.003093 = -180415.442253
  nChanged 18
		SP:Iteration 17Q (139364.370000 sec): 3 clusters
  Score: Raw -182836.550220 + Penalty 2405.003093 = -180431.547127
  nChanged 15
		SP:Iteration 18Q (139364.400000 sec): 3 clusters
  Score: Raw -182848.273156 + Penalty 2405.003093 = -180443.270063
  nChanged 18
		SP:Iteration 19Q (139364.440000 sec): 3 clusters
  Score: Raw -182861.431612 + Penalty 2405.003093 = -180456.428519
  nChanged 17
		SP:Iteration 20F (139364.470000 sec): 3 clusters
  Score: Raw -182883.527752 + Penalty 2405.003093 = -180478.524659
  nChanged 17
		SP:Iteration 21Q (139364.500000 sec): 3 clusters
  Score: Raw -182897.976997 + Penalty 2405.003093 = -180492.973904
  nChanged 12
		SP:Iteration 22Q (139364.540000 sec): 3 clusters
  Score: Raw -182904.109014 + Penalty 2405.003093 = -180499.105920
  nChanged 8
		SP:Iteration 23Q (139364.570000 sec): 3 clusters
  Score: Raw -182907.752255 + Penalty 2405.003093 = -180502.749162
  nChanged 6
		SP:Iteration 24Q (139364.610000 sec): 3 clusters
  Score: Raw -182912.122197 + Penalty 2405.003093 = -180507.119104
  nChanged 5
		SP:Iteration 25Q (139364.640000 sec): 3 clusters
  Score: Raw -182915.528054 + Penalty 2405.003093 = -180510.524961
  nChanged 3
		SP:Iteration 26Q (139364.680000 sec): 3 clusters
  Score: Raw -182917.768553 + Penalty 2405.003093 = -180512.765460
  nChanged 2
		SP:Iteration 27Q (139364.710000 sec): 3 clusters
  Score: Raw -182918.659564 + Penalty 2405.003093 = -180513.656471
  nChanged 4
		SP:Iteration 28Q (139364.740000 sec): 3 clusters
  Score: Raw -182920.272096 + Penalty 2405.003093 = -180515.269003
  nChanged 1
		SP:Iteration 29Q (139364.780000 sec): 3 clusters
  Score: Raw -182920.934059 + Penalty 2405.003093 = -180515.930966
  nChanged 1
		SP:Iteration 30Q (139364.810000 sec): 3 clusters
  Score: Raw -182921.360742 + Penalty 2405.003093 = -180516.357649
  nChanged 0
		SP:Iteration 31F (139364.850000 sec): 3 clusters
  Score: Raw -182921.360742 + Penalty 2405.003093 = -180516.357649
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 46 (22025 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (139365.110000 sec): 2 clusters
  Score: Raw -2554428.393598 + Penalty 1624.989186 = -2552803.404412
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (139365.450000 sec): 3 clusters
  Score: Raw -2541159.914570 + Penalty 3249.978372 = -2537909.936198
  nChanged 9991
		SP:Iteration 1F (139365.740000 sec): 3 clusters
  Score: Raw -2546707.959330 + Penalty 3249.978372 = -2543457.980959
  nChanged 1125
		SP:Iteration 2F (139366.040000 sec): 3 clusters
  Score: Raw -2547172.633843 + Penalty 3249.978372 = -2543922.655471
  nChanged 1108
		SP:Iteration 3F (139366.380000 sec): 3 clusters
  Score: Raw -2547690.553395 + Penalty 3249.978372 = -2544440.575024
  nChanged 1106
		SP:Iteration 4F (139366.680000 sec): 3 clusters
  Score: Raw -2548251.306654 + Penalty 3249.978372 = -2545001.328283
  nChanged 1101
		SP:Iteration 5Q (139367.020000 sec): 3 clusters
  Score: Raw -2548805.739919 + Penalty 3249.978372 = -2545555.761548
  nChanged 1057
		SP:Iteration 6Q (139367.320000 sec): 3 clusters
  Score: Raw -2549326.426540 + Penalty 3249.978372 = -2546076.448169
  nChanged 1015
		SP:Iteration 7Q (139367.670000 sec): 3 clusters
  Score: Raw -2549759.276548 + Penalty 3249.978372 = -2546509.298176
  nChanged 931
		SP:Iteration 8Q (139367.970000 sec): 3 clusters
  Score: Raw -2550149.246548 + Penalty 3249.978372 = -2546899.268176
  nChanged 857
		SP:Iteration 9Q (139368.310000 sec): 3 clusters
  Score: Raw -2550512.860181 + Penalty 3249.978372 = -2547262.881810
  nChanged 795
		SP:Iteration 10Q (139368.610000 sec): 3 clusters
  Score: Raw -2550871.404460 + Penalty 3249.978372 = -2547621.426088
  nChanged 737
		SP:Iteration 11Q (139368.950000 sec): 3 clusters
  Score: Raw -2551248.570519 + Penalty 3249.978372 = -2547998.592147
  nChanged 750
		SP:Iteration 12Q (139369.260000 sec): 3 clusters
  Score: Raw -2551666.079689 + Penalty 3249.978372 = -2548416.101317
  nChanged 725
		SP:Iteration 13Q (139369.640000 sec): 3 clusters
  Score: Raw -2552104.221997 + Penalty 3249.978372 = -2548854.243625
  nChanged 738
		SP:Iteration 14Q (139369.980000 sec): 3 clusters
  Score: Raw -2552572.601882 + Penalty 3249.978372 = -2549322.623510
  nChanged 704
		SP:Iteration 15Q (139370.280000 sec): 3 clusters
  Score: Raw -2552996.652356 + Penalty 3249.978372 = -2549746.673984
  nChanged 654
		SP:Iteration 16Q (139370.630000 sec): 3 clusters
  Score: Raw -2553385.229616 + Penalty 3249.978372 = -2550135.251245
  nChanged 572
		SP:Iteration 17Q (139370.930000 sec): 3 clusters
  Score: Raw -2553694.850813 + Penalty 3249.978372 = -2550444.872441
  nChanged 543
		SP:Iteration 18Q (139371.270000 sec): 3 clusters
  Score: Raw -2553993.614716 + Penalty 3249.978372 = -2550743.636345
  nChanged 516
		SP:Iteration 19Q (139371.570000 sec): 3 clusters
  Score: Raw -2554263.532608 + Penalty 3249.978372 = -2551013.554237
  nChanged 442
		SP:Iteration 20F (139371.920000 sec): 3 clusters
  Score: Raw -2554488.539895 + Penalty 3249.978372 = -2551238.561523
  nChanged 405
		SP:Iteration 21Q (139372.220000 sec): 3 clusters
  Score: Raw -2554690.412399 + Penalty 3249.978372 = -2551440.434028
  nChanged 362
		SP:Iteration 22Q (139372.560000 sec): 3 clusters
  Score: Raw -2554856.252559 + Penalty 3249.978372 = -2551606.274188
  nChanged 321
		SP:Iteration 23Q (139372.810000 sec): 3 clusters
  Score: Raw -2555003.177290 + Penalty 3249.978372 = -2551753.198919
  nChanged 277
		SP:Iteration 24Q (139373.060000 sec): 3 clusters
  Score: Raw -2555118.367852 + Penalty 3249.978372 = -2551868.389481
  nChanged 221
		SP:Iteration 25Q (139373.300000 sec): 3 clusters
  Score: Raw -2555184.875646 + Penalty 3249.978372 = -2551934.897274
  nChanged 193
		SP:Iteration 26Q (139373.680000 sec): 3 clusters
  Score: Raw -2555232.639967 + Penalty 3249.978372 = -2551982.661595
  nChanged 172
		SP:Iteration 27Q (139373.990000 sec): 3 clusters
  Score: Raw -2555264.761762 + Penalty 3249.978372 = -2552014.783391
  nChanged 133
		SP:Iteration 28Q (139374.280000 sec): 3 clusters
  Score: Raw -2555283.954979 + Penalty 3249.978372 = -2552033.976608
  nChanged 92
		SP:Iteration 29Q (139374.560000 sec): 3 clusters
  Score: Raw -2555293.645700 + Penalty 3249.978372 = -2552043.667329
  nChanged 56
		SP:Iteration 30Q (139374.900000 sec): 3 clusters
  Score: Raw -2555298.661585 + Penalty 3249.978372 = -2552048.683214
  nChanged 47
		SP:Iteration 31Q (139375.250000 sec): 3 clusters
  Score: Raw -2555302.678959 + Penalty 3249.978372 = -2552052.700587
  nChanged 36
		SP:Iteration 32Q (139375.550000 sec): 3 clusters
  Score: Raw -2555305.435353 + Penalty 3249.978372 = -2552055.456982
  nChanged 28
		SP:Iteration 33Q (139375.820000 sec): 3 clusters
  Score: Raw -2555307.399135 + Penalty 3249.978372 = -2552057.420763
  nChanged 22
		SP:Iteration 34Q (139376.160000 sec): 3 clusters
  Score: Raw -2555308.838040 + Penalty 3249.978372 = -2552058.859668
  nChanged 18
		SP:Iteration 35Q (139376.510000 sec): 3 clusters
  Score: Raw -2555309.886935 + Penalty 3249.978372 = -2552059.908564
  nChanged 12
		SP:Iteration 36Q (139376.850000 sec): 3 clusters
  Score: Raw -2555310.426260 + Penalty 3249.978372 = -2552060.447889
  nChanged 5
		SP:Iteration 37Q (139377.110000 sec): 3 clusters
  Score: Raw -2555310.628141 + Penalty 3249.978372 = -2552060.649770
  nChanged 5
		SP:Iteration 38Q (139377.450000 sec): 3 clusters
  Score: Raw -2555310.898449 + Penalty 3249.978372 = -2552060.920077
  nChanged 4
		SP:Iteration 39Q (139377.800000 sec): 3 clusters
  Score: Raw -2555311.101031 + Penalty 3249.978372 = -2552061.122660
  nChanged 1
		SP:Iteration 40F (139378.140000 sec): 3 clusters
  Score: Raw -2555311.139766 + Penalty 3249.978372 = -2552061.161395
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 47 (1155 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (139378.230000 sec): 2 clusters
  Score: Raw -150776.855937 + Penalty 1145.926539 = -149630.929399
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (139378.370000 sec): 3 clusters
  Score: Raw -150398.528726 + Penalty 2291.853077 = -148106.675649
  nChanged 363
		SP:Iteration 1F (139378.390000 sec): 3 clusters
  Score: Raw -150738.892297 + Penalty 2291.853077 = -148447.039220
  nChanged 99
		SP:Iteration 2F (139378.410000 sec): 3 clusters
  Score: Raw -150842.248640 + Penalty 2291.853077 = -148550.395563
  nChanged 43
		SP:Iteration 3Q (139378.440000 sec): 3 clusters
  Score: Raw -150882.336940 + Penalty 2291.853077 = -148590.483863
  nChanged 30
		SP:Iteration 4Q (139378.470000 sec): 3 clusters
  Score: Raw -150907.758481 + Penalty 2291.853077 = -148615.905403
  nChanged 28
		SP:Iteration 5Q (139378.490000 sec): 3 clusters
  Score: Raw -150932.478333 + Penalty 2291.853077 = -148640.625255
  nChanged 32
		SP:Iteration 6Q (139378.510000 sec): 3 clusters
  Score: Raw -150959.752905 + Penalty 2291.853077 = -148667.899827
  nChanged 30
		SP:Iteration 7Q (139378.540000 sec): 3 clusters
  Score: Raw -150984.931465 + Penalty 2291.853077 = -148693.078387
  nChanged 22
		SP:Iteration 8Q (139378.570000 sec): 3 clusters
  Score: Raw -151005.090037 + Penalty 2291.853077 = -148713.236960
  nChanged 19
		SP:Iteration 9Q (139378.590000 sec): 3 clusters
  Score: Raw -151019.536324 + Penalty 2291.853077 = -148727.683246
  nChanged 10
		SP:Iteration 10Q (139378.620000 sec): 3 clusters
  Score: Raw -151026.394408 + Penalty 2291.853077 = -148734.541330
  nChanged 10
		SP:Iteration 11Q (139378.640000 sec): 3 clusters
  Score: Raw -151032.166370 + Penalty 2291.853077 = -148740.313293
  nChanged 13
		SP:Iteration 12Q (139378.670000 sec): 3 clusters
  Score: Raw -151038.939398 + Penalty 2291.853077 = -148747.086320
  nChanged 10
		SP:Iteration 13Q (139378.690000 sec): 3 clusters
  Score: Raw -151046.293335 + Penalty 2291.853077 = -148754.440258
  nChanged 13
		SP:Iteration 14Q (139378.720000 sec): 3 clusters
  Score: Raw -151055.676701 + Penalty 2291.853077 = -148763.823624
  nChanged 14
		SP:Iteration 15Q (139378.740000 sec): 3 clusters
  Score: Raw -151067.532242 + Penalty 2291.853077 = -148775.679164
  nChanged 17
		SP:Iteration 16Q (139378.770000 sec): 3 clusters
  Score: Raw -151080.722533 + Penalty 2291.853077 = -148788.869456
  nChanged 17
		SP:Iteration 17Q (139378.790000 sec): 3 clusters
  Score: Raw -151093.506020 + Penalty 2291.853077 = -148801.652943
  nChanged 15
		SP:Iteration 18Q (139378.820000 sec): 3 clusters
  Score: Raw -151104.219952 + Penalty 2291.853077 = -148812.366875
  nChanged 13
		SP:Iteration 19Q (139378.840000 sec): 3 clusters
  Score: Raw -151116.192969 + Penalty 2291.853077 = -148824.339892
  nChanged 13
		SP:Iteration 20F (139378.870000 sec): 3 clusters
  Score: Raw -151128.206001 + Penalty 2291.853077 = -148836.352924
  nChanged 10
		SP:Iteration 21Q (139378.890000 sec): 3 clusters
  Score: Raw -151134.906684 + Penalty 2291.853077 = -148843.053606
  nChanged 6
		SP:Iteration 22Q (139378.920000 sec): 3 clusters
  Score: Raw -151138.455178 + Penalty 2291.853077 = -148846.602100
  nChanged 8
		SP:Iteration 23Q (139378.940000 sec): 3 clusters
  Score: Raw -151144.614205 + Penalty 2291.853077 = -148852.761127
  nChanged 8
		SP:Iteration 24Q (139378.970000 sec): 3 clusters
  Score: Raw -151154.109461 + Penalty 2291.853077 = -148862.256383
  nChanged 9
		SP:Iteration 25Q (139378.990000 sec): 3 clusters
  Score: Raw -151163.515236 + Penalty 2291.853077 = -148871.662159
  nChanged 5
		SP:Iteration 26Q (139379.020000 sec): 3 clusters
  Score: Raw -151167.072715 + Penalty 2291.853077 = -148875.219637
  nChanged 4
		SP:Iteration 27Q (139379.040000 sec): 3 clusters
  Score: Raw -151171.437749 + Penalty 2291.853077 = -148879.584671
  nChanged 6
		SP:Iteration 28Q (139379.070000 sec): 3 clusters
  Score: Raw -151178.374597 + Penalty 2291.853077 = -148886.521519
  nChanged 10
		SP:Iteration 29Q (139379.090000 sec): 3 clusters
  Score: Raw -151187.587593 + Penalty 2291.853077 = -148895.734516
  nChanged 6
		SP:Iteration 30Q (139379.120000 sec): 3 clusters
  Score: Raw -151192.716035 + Penalty 2291.853077 = -148900.862958
  nChanged 7
		SP:Iteration 31Q (139379.140000 sec): 3 clusters
  Score: Raw -151198.413684 + Penalty 2291.853077 = -148906.560606
  nChanged 5
		SP:Iteration 32Q (139379.170000 sec): 3 clusters
  Score: Raw -151202.523826 + Penalty 2291.853077 = -148910.670749
  nChanged 2
		SP:Iteration 33Q (139379.190000 sec): 3 clusters
  Score: Raw -151203.381820 + Penalty 2291.853077 = -148911.528743
  nChanged 0
		SP:Iteration 34F (139379.220000 sec): 3 clusters
  Score: Raw -151203.381820 + Penalty 2291.853077 = -148911.528743
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 48 (212 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (139379.250000 sec): 2 clusters
  Score: Raw -15979.779597 + Penalty 870.445270 = -15109.334328
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (139379.260000 sec): 3 clusters
  Score: Raw -16120.017646 + Penalty 1740.890539 = -14379.127107
  nChanged 28
		SP:Iteration 1F (139379.270000 sec): 3 clusters
  Score: Raw -16197.368417 + Penalty 1740.890539 = -14456.477878
  nChanged 5
		SP:Iteration 2Q (139379.270000 sec): 3 clusters
  Score: Raw -16223.101239 + Penalty 1740.890539 = -14482.210700
  nChanged 2
		SP:Iteration 3Q (139379.280000 sec): 3 clusters
  Score: Raw -16235.177996 + Penalty 1740.890539 = -14494.287457
  nChanged 2
		SP:Iteration 4Q (139379.290000 sec): 3 clusters
  Score: Raw -16242.993542 + Penalty 1740.890539 = -14502.103003
  nChanged 1
		SP:Iteration 5Q (139379.290000 sec): 3 clusters
  Score: Raw -16245.115179 + Penalty 1740.890539 = -14504.224640
  nChanged 0
		SP:Iteration 6F (139379.300000 sec): 3 clusters
  Score: Raw -16245.115179 + Penalty 1740.890539 = -14504.224640
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 49 (17322 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (139379.490000 sec): 2 clusters
  Score: Raw -2092296.635869 + Penalty 1585.956555 = -2090710.679314
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (139379.790000 sec): 3 clusters
  Score: Raw -2081987.110629 + Penalty 3171.913111 = -2078815.197518
  nChanged 7754
		SP:Iteration 1F (139380.020000 sec): 3 clusters
  Score: Raw -2086496.466732 + Penalty 3171.913111 = -2083324.553621
  nChanged 1122
		SP:Iteration 2F (139380.300000 sec): 3 clusters
  Score: Raw -2087167.107040 + Penalty 3171.913111 = -2083995.193929
  nChanged 1202
		SP:Iteration 3F (139380.590000 sec): 3 clusters
  Score: Raw -2087973.500464 + Penalty 3171.913111 = -2084801.587353
  nChanged 1207
		SP:Iteration 4F (139380.890000 sec): 3 clusters
  Score: Raw -2088864.710506 + Penalty 3171.913111 = -2085692.797396
  nChanged 1194
		SP:Iteration 5F (139381.190000 sec): 3 clusters
  Score: Raw -2089693.525407 + Penalty 3171.913111 = -2086521.612296
  nChanged 1088
		SP:Iteration 6F (139381.490000 sec): 3 clusters
  Score: Raw -2090349.373962 + Penalty 3171.913111 = -2087177.460851
  nChanged 873
		SP:Iteration 7F (139381.790000 sec): 3 clusters
  Score: Raw -2090825.762642 + Penalty 3171.913111 = -2087653.849531
  nChanged 701
		SP:Iteration 8Q (139382.080000 sec): 3 clusters
  Score: Raw -2091226.741928 + Penalty 3171.913111 = -2088054.828817
  nChanged 614
		SP:Iteration 9Q (139382.380000 sec): 3 clusters
  Score: Raw -2091641.573380 + Penalty 3171.913111 = -2088469.660269
  nChanged 548
		SP:Iteration 10Q (139382.680000 sec): 3 clusters
  Score: Raw -2092076.934430 + Penalty 3171.913111 = -2088905.021319
  nChanged 504
		SP:Iteration 11Q (139382.980000 sec): 3 clusters
  Score: Raw -2092477.799448 + Penalty 3171.913111 = -2089305.886337
  nChanged 447
		SP:Iteration 12Q (139383.280000 sec): 3 clusters
  Score: Raw -2092832.028189 + Penalty 3171.913111 = -2089660.115078
  nChanged 354
		SP:Iteration 13Q (139383.580000 sec): 3 clusters
  Score: Raw -2093055.663745 + Penalty 3171.913111 = -2089883.750634
  nChanged 281
		SP:Iteration 14Q (139383.880000 sec): 3 clusters
  Score: Raw -2093214.807917 + Penalty 3171.913111 = -2090042.894806
  nChanged 231
		SP:Iteration 15Q (139384.170000 sec): 3 clusters
  Score: Raw -2093328.708194 + Penalty 3171.913111 = -2090156.795083
  nChanged 198
		SP:Iteration 16Q (139384.470000 sec): 3 clusters
  Score: Raw -2093423.433029 + Penalty 3171.913111 = -2090251.519919
  nChanged 176
		SP:Iteration 17Q (139384.770000 sec): 3 clusters
  Score: Raw -2093505.311183 + Penalty 3171.913111 = -2090333.398072
  nChanged 143
		SP:Iteration 18Q (139385.060000 sec): 3 clusters
  Score: Raw -2093562.545921 + Penalty 3171.913111 = -2090390.632810
  nChanged 91
		SP:Iteration 19Q (139385.360000 sec): 3 clusters
  Score: Raw -2093592.942068 + Penalty 3171.913111 = -2090421.028957
  nChanged 70
		SP:Iteration 20F (139385.650000 sec): 3 clusters
  Score: Raw -2093609.702891 + Penalty 3171.913111 = -2090437.789780
  nChanged 61
		SP:Iteration 21Q (139386.000000 sec): 3 clusters
  Score: Raw -2093620.814449 + Penalty 3171.913111 = -2090448.901338
  nChanged 43
		SP:Iteration 22Q (139386.290000 sec): 3 clusters
  Score: Raw -2093628.302567 + Penalty 3171.913111 = -2090456.389456
  nChanged 38
		SP:Iteration 23Q (139386.520000 sec): 3 clusters
  Score: Raw -2093636.086612 + Penalty 3171.913111 = -2090464.173501
  nChanged 40
		SP:Iteration 24Q (139386.770000 sec): 3 clusters
  Score: Raw -2093645.067858 + Penalty 3171.913111 = -2090473.154747
  nChanged 33
		SP:Iteration 25Q (139387.110000 sec): 3 clusters
  Score: Raw -2093653.499439 + Penalty 3171.913111 = -2090481.586328
  nChanged 40
		SP:Iteration 26Q (139387.340000 sec): 3 clusters
  Score: Raw -2093661.383078 + Penalty 3171.913111 = -2090489.469967
  nChanged 36
		SP:Iteration 27Q (139387.650000 sec): 3 clusters
  Score: Raw -2093667.758914 + Penalty 3171.913111 = -2090495.845803
  nChanged 29
		SP:Iteration 28Q (139387.950000 sec): 3 clusters
  Score: Raw -2093671.802842 + Penalty 3171.913111 = -2090499.889732
  nChanged 30
		SP:Iteration 29Q (139388.250000 sec): 3 clusters
  Score: Raw -2093676.262972 + Penalty 3171.913111 = -2090504.349861
  nChanged 31
		SP:Iteration 30Q (139388.470000 sec): 3 clusters
  Score: Raw -2093681.160626 + Penalty 3171.913111 = -2090509.247515
  nChanged 26
		SP:Iteration 31Q (139388.760000 sec): 3 clusters
  Score: Raw -2093686.702878 + Penalty 3171.913111 = -2090514.789767
  nChanged 37
		SP:Iteration 32Q (139389.060000 sec): 3 clusters
  Score: Raw -2093694.629745 + Penalty 3171.913111 = -2090522.716634
  nChanged 25
		SP:Iteration 33Q (139389.360000 sec): 3 clusters
  Score: Raw -2093698.474052 + Penalty 3171.913111 = -2090526.560941
  nChanged 33
		SP:Iteration 34Q (139389.650000 sec): 3 clusters
  Score: Raw -2093703.974486 + Penalty 3171.913111 = -2090532.061376
  nChanged 28
		SP:Iteration 35Q (139389.990000 sec): 3 clusters
  Score: Raw -2093708.561926 + Penalty 3171.913111 = -2090536.648815
  nChanged 17
		SP:Iteration 36Q (139390.280000 sec): 3 clusters
  Score: Raw -2093710.698855 + Penalty 3171.913111 = -2090538.785744
  nChanged 15
		SP:Iteration 37Q (139390.540000 sec): 3 clusters
  Score: Raw -2093712.831626 + Penalty 3171.913111 = -2090540.918516
  nChanged 14
		SP:Iteration 38Q (139390.770000 sec): 3 clusters
  Score: Raw -2093714.513949 + Penalty 3171.913111 = -2090542.600838
  nChanged 9
		SP:Iteration 39Q (139391.080000 sec): 3 clusters
  Score: Raw -2093715.378829 + Penalty 3171.913111 = -2090543.465718
  nChanged 3
		SP:Iteration 40F (139391.340000 sec): 3 clusters
  Score: Raw -2093715.624929 + Penalty 3171.913111 = -2090543.711819
  nChanged 5
		SP:Iteration 41Q (139391.640000 sec): 3 clusters
  Score: Raw -2093716.124742 + Penalty 3171.913111 = -2090544.211631
  nChanged 9
		SP:Iteration 42Q (139391.900000 sec): 3 clusters
  Score: Raw -2093716.973759 + Penalty 3171.913111 = -2090545.060648
  nChanged 11
		SP:Iteration 43Q (139392.150000 sec): 3 clusters
  Score: Raw -2093718.326266 + Penalty 3171.913111 = -2090546.413155
  nChanged 10
		SP:Iteration 44Q (139392.440000 sec): 3 clusters
  Score: Raw -2093719.192642 + Penalty 3171.913111 = -2090547.279531
  nChanged 3
		SP:Iteration 45Q (139392.740000 sec): 3 clusters
  Score: Raw -2093719.416120 + Penalty 3171.913111 = -2090547.503009
  nChanged 0
		SP:Iteration 46F (139393.080000 sec): 3 clusters
  Score: Raw -2093719.416120 + Penalty 3171.913111 = -2090547.503009
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 50 (521 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (139393.180000 sec): 2 clusters
  Score: Raw -63580.827223 + Penalty 1016.559382 = -62564.267841
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (139393.330000 sec): 3 clusters
  Score: Raw -63518.748894 + Penalty 2033.118764 = -61485.630130
  nChanged 101
		SP:Iteration 1F (139393.510000 sec): 3 clusters
  Score: Raw -63647.541003 + Penalty 2033.118764 = -61614.422240
  nChanged 31
		SP:Iteration 2F (139393.680000 sec): 3 clusters
  Score: Raw -63691.789161 + Penalty 2033.118764 = -61658.670397
  nChanged 15
		SP:Iteration 3Q (139393.860000 sec): 3 clusters
  Score: Raw -63714.497948 + Penalty 2033.118764 = -61681.379184
  nChanged 6
		SP:Iteration 4Q (139394.040000 sec): 3 clusters
  Score: Raw -63725.968550 + Penalty 2033.118764 = -61692.849786
  nChanged 4
		SP:Iteration 5Q (139394.210000 sec): 3 clusters
  Score: Raw -63731.677623 + Penalty 2033.118764 = -61698.558860
  nChanged 2
		SP:Iteration 6Q (139394.390000 sec): 3 clusters
  Score: Raw -63734.470085 + Penalty 2033.118764 = -61701.351321
  nChanged 0
		SP:Iteration 7F (139394.560000 sec): 3 clusters
  Score: Raw -63734.470085 + Penalty 2033.118764 = -61701.351321
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 51 (13349 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (139394.690000 sec): 2 clusters
  Score: Raw -1692327.608196 + Penalty 1543.619473 = -1690783.988724
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (139395.010000 sec): 3 clusters
  Score: Raw -1684555.933537 + Penalty 3087.238945 = -1681468.694591
  nChanged 5885
		SP:Iteration 1F (139395.280000 sec): 3 clusters
  Score: Raw -1687639.188845 + Penalty 3087.238945 = -1684551.949900
  nChanged 735
		SP:Iteration 2F (139395.510000 sec): 3 clusters
  Score: Raw -1687895.904917 + Penalty 3087.238945 = -1684808.665972
  nChanged 594
		SP:Iteration 3Q (139395.790000 sec): 3 clusters
  Score: Raw -1688091.692042 + Penalty 3087.238945 = -1685004.453097
  nChanged 511
		SP:Iteration 4Q (139396.070000 sec): 3 clusters
  Score: Raw -1688252.802281 + Penalty 3087.238945 = -1685165.563336
  nChanged 448
		SP:Iteration 5Q (139396.360000 sec): 3 clusters
  Score: Raw -1688388.523549 + Penalty 3087.238945 = -1685301.284603
  nChanged 402
		SP:Iteration 6Q (139396.570000 sec): 3 clusters
  Score: Raw -1688511.699733 + Penalty 3087.238945 = -1685424.460788
  nChanged 376
		SP:Iteration 7Q (139396.860000 sec): 3 clusters
  Score: Raw -1688617.824789 + Penalty 3087.238945 = -1685530.585844
  nChanged 334
		SP:Iteration 8Q (139397.150000 sec): 3 clusters
  Score: Raw -1688721.458745 + Penalty 3087.238945 = -1685634.219800
  nChanged 368
		SP:Iteration 9Q (139397.430000 sec): 3 clusters
  Score: Raw -1688866.799669 + Penalty 3087.238945 = -1685779.560724
  nChanged 409
		SP:Iteration 10Q (139397.710000 sec): 3 clusters
  Score: Raw -1689053.836341 + Penalty 3087.238945 = -1685966.597395
  nChanged 506
		SP:Iteration 11Q (139397.970000 sec): 3 clusters
  Score: Raw -1689335.726050 + Penalty 3087.238945 = -1686248.487105
  nChanged 563
		SP:Iteration 12Q (139398.250000 sec): 3 clusters
  Score: Raw -1689711.154864 + Penalty 3087.238945 = -1686623.915919
  nChanged 606
		SP:Iteration 13Q (139398.450000 sec): 3 clusters
  Score: Raw -1690152.052624 + Penalty 3087.238945 = -1687064.813679
  nChanged 569
		SP:Iteration 14Q (139398.750000 sec): 3 clusters
  Score: Raw -1690489.391938 + Penalty 3087.238945 = -1687402.152993
  nChanged 416
		SP:Iteration 15Q (139399.030000 sec): 3 clusters
  Score: Raw -1690683.249776 + Penalty 3087.238945 = -1687596.010831
  nChanged 296
		SP:Iteration 16Q (139399.320000 sec): 3 clusters
  Score: Raw -1690796.696569 + Penalty 3087.238945 = -1687709.457624
  nChanged 199
		SP:Iteration 17Q (139399.650000 sec): 3 clusters
  Score: Raw -1690857.287761 + Penalty 3087.238945 = -1687770.048815
  nChanged 146
		SP:Iteration 18Q (139399.890000 sec): 3 clusters
  Score: Raw -1690902.143678 + Penalty 3087.238945 = -1687814.904733
  nChanged 152
		SP:Iteration 19Q (139400.140000 sec): 3 clusters
  Score: Raw -1690946.098058 + Penalty 3087.238945 = -1687858.859113
  nChanged 129
		SP:Iteration 20F (139400.360000 sec): 3 clusters
  Score: Raw -1690979.439524 + Penalty 3087.238945 = -1687892.200579
  nChanged 129
		SP:Iteration 21Q (139400.580000 sec): 3 clusters
  Score: Raw -1691017.784898 + Penalty 3087.238945 = -1687930.545953
  nChanged 151
		SP:Iteration 22Q (139400.870000 sec): 3 clusters
  Score: Raw -1691059.355964 + Penalty 3087.238945 = -1687972.117019
  nChanged 126
		SP:Iteration 23Q (139401.200000 sec): 3 clusters
  Score: Raw -1691093.156991 + Penalty 3087.238945 = -1688005.918046
  nChanged 134
		SP:Iteration 24Q (139401.480000 sec): 3 clusters
  Score: Raw -1691127.564893 + Penalty 3087.238945 = -1688040.325947
  nChanged 117
		SP:Iteration 25Q (139401.760000 sec): 3 clusters
  Score: Raw -1691159.452611 + Penalty 3087.238945 = -1688072.213666
  nChanged 112
		SP:Iteration 26Q (139402.010000 sec): 3 clusters
  Score: Raw -1691190.202335 + Penalty 3087.238945 = -1688102.963389
  nChanged 111
		SP:Iteration 27Q (139402.280000 sec): 3 clusters
  Score: Raw -1691217.185027 + Penalty 3087.238945 = -1688129.946082
  nChanged 105
		SP:Iteration 28Q (139402.540000 sec): 3 clusters
  Score: Raw -1691242.310267 + Penalty 3087.238945 = -1688155.071322
  nChanged 101
		SP:Iteration 29Q (139402.740000 sec): 3 clusters
  Score: Raw -1691269.907148 + Penalty 3087.238945 = -1688182.668202
  nChanged 121
		SP:Iteration 30Q (139402.920000 sec): 3 clusters
  Score: Raw -1691307.618731 + Penalty 3087.238945 = -1688220.379786
  nChanged 128
		SP:Iteration 31Q (139403.140000 sec): 3 clusters
  Score: Raw -1691350.054441 + Penalty 3087.238945 = -1688262.815496
  nChanged 118
		SP:Iteration 32Q (139403.430000 sec): 3 clusters
  Score: Raw -1691387.503846 + Penalty 3087.238945 = -1688300.264900
  nChanged 116
		SP:Iteration 33Q (139403.660000 sec): 3 clusters
  Score: Raw -1691423.623418 + Penalty 3087.238945 = -1688336.384473
  nChanged 119
		SP:Iteration 34Q (139403.870000 sec): 3 clusters
  Score: Raw -1691461.320922 + Penalty 3087.238945 = -1688374.081977
  nChanged 129
		SP:Iteration 35Q (139404.200000 sec): 3 clusters
  Score: Raw -1691504.307467 + Penalty 3087.238945 = -1688417.068522
  nChanged 127
		SP:Iteration 36Q (139404.390000 sec): 3 clusters
  Score: Raw -1691552.389798 + Penalty 3087.238945 = -1688465.150852
  nChanged 134
		SP:Iteration 37Q (139404.620000 sec): 3 clusters
  Score: Raw -1691600.528609 + Penalty 3087.238945 = -1688513.289663
  nChanged 124
		SP:Iteration 38Q (139404.880000 sec): 3 clusters
  Score: Raw -1691649.856291 + Penalty 3087.238945 = -1688562.617346
  nChanged 131
		SP:Iteration 39Q (139405.150000 sec): 3 clusters
  Score: Raw -1691700.680431 + Penalty 3087.238945 = -1688613.441486
  nChanged 121
		SP:Iteration 40F (139405.460000 sec): 3 clusters
  Score: Raw -1691746.626298 + Penalty 3087.238945 = -1688659.387352
  nChanged 110
		SP:Iteration 41Q (139405.680000 sec): 3 clusters
  Score: Raw -1691787.538199 + Penalty 3087.238945 = -1688700.299254
  nChanged 109
		SP:Iteration 42Q (139406.000000 sec): 3 clusters
  Score: Raw -1691828.281889 + Penalty 3087.238945 = -1688741.042944
  nChanged 114
		SP:Iteration 43Q (139406.240000 sec): 3 clusters
  Score: Raw -1691874.231029 + Penalty 3087.238945 = -1688786.992083
  nChanged 118
		SP:Iteration 44Q (139406.440000 sec): 3 clusters
  Score: Raw -1691925.750922 + Penalty 3087.238945 = -1688838.511977
  nChanged 106
		SP:Iteration 45Q (139406.730000 sec): 3 clusters
  Score: Raw -1691971.847187 + Penalty 3087.238945 = -1688884.608241
  nChanged 104
		SP:Iteration 46Q (139406.970000 sec): 3 clusters
  Score: Raw -1692023.739846 + Penalty 3087.238945 = -1688936.500901
  nChanged 108
		SP:Iteration 47Q (139407.260000 sec): 3 clusters
  Score: Raw -1692072.868434 + Penalty 3087.238945 = -1688985.629488
  nChanged 95
		SP:Iteration 48Q (139407.500000 sec): 3 clusters
  Score: Raw -1692120.768014 + Penalty 3087.238945 = -1689033.529069
  nChanged 85
		SP:Iteration 49Q (139407.710000 sec): 3 clusters
  Score: Raw -1692167.600966 + Penalty 3087.238945 = -1689080.362021
  nChanged 85
		SP:Iteration 50Q (139407.890000 sec): 3 clusters
  Score: Raw -1692210.224686 + Penalty 3087.238945 = -1689122.985740
  nChanged 66
		SP:Iteration 51Q (139408.140000 sec): 3 clusters
  Score: Raw -1692243.830393 + Penalty 3087.238945 = -1689156.591448
  nChanged 60
		SP:Iteration 52Q (139408.430000 sec): 3 clusters
  Score: Raw -1692273.541577 + Penalty 3087.238945 = -1689186.302632
  nChanged 51
		SP:Iteration 53Q (139408.720000 sec): 3 clusters
  Score: Raw -1692294.682959 + Penalty 3087.238945 = -1689207.444014
  nChanged 42
		SP:Iteration 54Q (139408.970000 sec): 3 clusters
  Score: Raw -1692314.812305 + Penalty 3087.238945 = -1689227.573360
  nChanged 36
		SP:Iteration 55Q (139409.140000 sec): 3 clusters
  Score: Raw -1692330.089602 + Penalty 3087.238945 = -1689242.850656
  nChanged 32
		SP:Iteration 56Q (139409.320000 sec): 3 clusters
  Score: Raw -1692344.635113 + Penalty 3087.238945 = -1689257.396168
  nChanged 28
		SP:Iteration 57Q (139409.570000 sec): 3 clusters
  Score: Raw -1692356.833040 + Penalty 3087.238945 = -1689269.594094
  nChanged 28
		SP:Iteration 58Q (139409.860000 sec): 3 clusters
  Score: Raw -1692369.452181 + Penalty 3087.238945 = -1689282.213236
  nChanged 28
		SP:Iteration 59Q (139410.070000 sec): 3 clusters
  Score: Raw -1692387.465527 + Penalty 3087.238945 = -1689300.226582
  nChanged 30
		SP:Iteration 60F (139410.350000 sec): 3 clusters
  Score: Raw -1692404.197065 + Penalty 3087.238945 = -1689316.958120
  nChanged 27
		SP:Iteration 61Q (139410.550000 sec): 3 clusters
  Score: Raw -1692415.697151 + Penalty 3087.238945 = -1689328.458205
  nChanged 16
		SP:Iteration 62Q (139410.800000 sec): 3 clusters
  Score: Raw -1692423.681148 + Penalty 3087.238945 = -1689336.442202
  nChanged 14
		SP:Iteration 63Q (139410.980000 sec): 3 clusters
  Score: Raw -1692431.791530 + Penalty 3087.238945 = -1689344.552585
  nChanged 18
		SP:Iteration 64Q (139411.230000 sec): 3 clusters
  Score: Raw -1692442.163455 + Penalty 3087.238945 = -1689354.924510
  nChanged 22
		SP:Iteration 65Q (139411.410000 sec): 3 clusters
  Score: Raw -1692456.114123 + Penalty 3087.238945 = -1689368.875178
  nChanged 22
		SP:Iteration 66Q (139411.690000 sec): 3 clusters
  Score: Raw -1692471.471899 + Penalty 3087.238945 = -1689384.232953
  nChanged 18
		SP:Iteration 67Q (139411.990000 sec): 3 clusters
  Score: Raw -1692482.133631 + Penalty 3087.238945 = -1689394.894686
  nChanged 14
		SP:Iteration 68Q (139412.190000 sec): 3 clusters
  Score: Raw -1692489.720465 + Penalty 3087.238945 = -1689402.481519
  nChanged 7
		SP:Iteration 69Q (139412.440000 sec): 3 clusters
  Score: Raw -1692494.301105 + Penalty 3087.238945 = -1689407.062160
  nChanged 7
		SP:Iteration 70Q (139412.770000 sec): 3 clusters
  Score: Raw -1692499.255680 + Penalty 3087.238945 = -1689412.016735
  nChanged 5
		SP:Iteration 71Q (139412.990000 sec): 3 clusters
  Score: Raw -1692502.749238 + Penalty 3087.238945 = -1689415.510293
  nChanged 6
		SP:Iteration 72Q (139413.280000 sec): 3 clusters
  Score: Raw -1692508.790230 + Penalty 3087.238945 = -1689421.551285
  nChanged 6
		SP:Iteration 73Q (139413.610000 sec): 3 clusters
  Score: Raw -1692513.891802 + Penalty 3087.238945 = -1689426.652856
  nChanged 6
		SP:Iteration 74Q (139413.850000 sec): 3 clusters
  Score: Raw -1692518.163749 + Penalty 3087.238945 = -1689430.924804
  nChanged 6
		SP:Iteration 75Q (139414.090000 sec): 3 clusters
  Score: Raw -1692520.876298 + Penalty 3087.238945 = -1689433.637353
  nChanged 4
		SP:Iteration 76Q (139414.360000 sec): 3 clusters
  Score: Raw -1692523.679479 + Penalty 3087.238945 = -1689436.440534
  nChanged 5
		SP:Iteration 77Q (139414.580000 sec): 3 clusters
  Score: Raw -1692526.710236 + Penalty 3087.238945 = -1689439.471291
  nChanged 7
		SP:Iteration 78Q (139414.870000 sec): 3 clusters
  Score: Raw -1692530.881269 + Penalty 3087.238945 = -1689443.642324
  nChanged 5
		SP:Iteration 79Q (139415.070000 sec): 3 clusters
  Score: Raw -1692533.734273 + Penalty 3087.238945 = -1689446.495328
  nChanged 1
		SP:Iteration 80F (139415.350000 sec): 3 clusters
  Score: Raw -1692534.493291 + Penalty 3087.238945 = -1689447.254346
  nChanged 3
		SP:Iteration 81Q (139415.650000 sec): 3 clusters
  Score: Raw -1692536.568259 + Penalty 3087.238945 = -1689449.329314
  nChanged 2
		SP:Iteration 82Q (139415.850000 sec): 3 clusters
  Score: Raw -1692537.632344 + Penalty 3087.238945 = -1689450.393399
  nChanged 2
		SP:Iteration 83Q (139416.080000 sec): 3 clusters
  Score: Raw -1692538.843802 + Penalty 3087.238945 = -1689451.604856
  nChanged 2
		SP:Iteration 84Q (139416.370000 sec): 3 clusters
  Score: Raw -1692541.006574 + Penalty 3087.238945 = -1689453.767629
  nChanged 3
		SP:Iteration 85Q (139416.650000 sec): 3 clusters
  Score: Raw -1692542.273247 + Penalty 3087.238945 = -1689455.034302
  nChanged 3
		SP:Iteration 86Q (139416.890000 sec): 3 clusters
  Score: Raw -1692543.720546 + Penalty 3087.238945 = -1689456.481601
  nChanged 1
		SP:Iteration 87Q (139417.170000 sec): 3 clusters
  Score: Raw -1692544.601164 + Penalty 3087.238945 = -1689457.362219
  nChanged 1
		SP:Iteration 88Q (139417.410000 sec): 3 clusters
  Score: Raw -1692544.942464 + Penalty 3087.238945 = -1689457.703519
  nChanged 2
		SP:Iteration 89Q (139417.690000 sec): 3 clusters
  Score: Raw -1692546.199768 + Penalty 3087.238945 = -1689458.960822
  nChanged 2
		SP:Iteration 90Q (139417.960000 sec): 3 clusters
  Score: Raw -1692547.850851 + Penalty 3087.238945 = -1689460.611906
  nChanged 2
		SP:Iteration 91Q (139418.220000 sec): 3 clusters
  Score: Raw -1692548.742244 + Penalty 3087.238945 = -1689461.503299
  nChanged 1
		SP:Iteration 92Q (139418.470000 sec): 3 clusters
  Score: Raw -1692548.919245 + Penalty 3087.238945 = -1689461.680300
  nChanged 1
		SP:Iteration 93Q (139418.750000 sec): 3 clusters
  Score: Raw -1692549.323522 + Penalty 3087.238945 = -1689462.084577
  nChanged 0
		SP:Iteration 94F (139418.970000 sec): 3 clusters
  Score: Raw -1692549.323522 + Penalty 3087.238945 = -1689462.084577
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 52 (149 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (139419.020000 sec): 2 clusters
  Score: Raw -12108.352607 + Penalty 813.141275 = -11295.211332
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (139419.030000 sec): 3 clusters
  Score: Raw -12305.095931 + Penalty 1626.282549 = -10678.813381
  nChanged 17
		SP:Iteration 1F (139419.030000 sec): 3 clusters
  Score: Raw -12387.895182 + Penalty 1626.282549 = -10761.612633
  nChanged 10
		SP:Iteration 2F (139419.040000 sec): 3 clusters
  Score: Raw -12455.320386 + Penalty 1626.282549 = -10829.037836
  nChanged 4
		SP:Iteration 3Q (139419.040000 sec): 3 clusters
  Score: Raw -12487.289878 + Penalty 1626.282549 = -10861.007329
  nChanged 4
		SP:Iteration 4Q (139419.040000 sec): 3 clusters
  Score: Raw -12527.525578 + Penalty 1626.282549 = -10901.243029
  nChanged 2
		SP:Iteration 5Q (139419.050000 sec): 3 clusters
  Score: Raw -12562.064923 + Penalty 1626.282549 = -10935.782373
  nChanged 1
		SP:Iteration 6Q (139419.050000 sec): 3 clusters
  Score: Raw -12568.445207 + Penalty 1626.282549 = -10942.162657
  nChanged 3
		SP:Iteration 7Q (139419.060000 sec): 3 clusters
  Score: Raw -12579.920842 + Penalty 1626.282549 = -10953.638293
  nChanged 2
		SP:Iteration 8Q (139419.060000 sec): 3 clusters
  Score: Raw -12593.696620 + Penalty 1626.282549 = -10967.414070
  nChanged 1
		SP:Iteration 9Q (139419.060000 sec): 3 clusters
  Score: Raw -12596.576245 + Penalty 1626.282549 = -10970.293696
  nChanged 0
		SP:Iteration 10F (139419.070000 sec): 3 clusters
  Score: Raw -12603.127073 + Penalty 1626.282549 = -10976.844523
  nChanged 2
		SP:Iteration 11Q (139419.070000 sec): 3 clusters
  Score: Raw -12615.730485 + Penalty 1626.282549 = -10989.447935
  nChanged 2
		SP:Iteration 12Q (139419.080000 sec): 3 clusters
  Score: Raw -12628.746879 + Penalty 1626.282549 = -11002.464330
  nChanged 0
		SP:Iteration 13F (139419.080000 sec): 3 clusters
  Score: Raw -12628.746879 + Penalty 1626.282549 = -11002.464330
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 53 (316 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (139419.120000 sec): 2 clusters
  Score: Raw -35791.683634 + Penalty 935.308110 = -34856.375524
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (139419.140000 sec): 3 clusters
  Score: Raw -35796.849693 + Penalty 1870.616219 = -33926.233474
  nChanged 48
		SP:Iteration 1F (139419.140000 sec): 3 clusters
  Score: Raw -35890.659680 + Penalty 1870.616219 = -34020.043461
  nChanged 11
		SP:Iteration 2Q (139419.150000 sec): 3 clusters
  Score: Raw -35917.323526 + Penalty 1870.616219 = -34046.707307
  nChanged 6
		SP:Iteration 3Q (139419.160000 sec): 3 clusters
  Score: Raw -35926.727452 + Penalty 1870.616219 = -34056.111233
  nChanged 1
		SP:Iteration 4Q (139419.170000 sec): 3 clusters
  Score: Raw -35927.291712 + Penalty 1870.616219 = -34056.675493
  nChanged 2
		SP:Iteration 5Q (139419.180000 sec): 3 clusters
  Score: Raw -35929.199321 + Penalty 1870.616219 = -34058.583101
  nChanged 0
		SP:Iteration 6F (139419.190000 sec): 3 clusters
  Score: Raw -35929.199321 + Penalty 1870.616219 = -34058.583101
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 54 (2271 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (139419.260000 sec): 2 clusters
  Score: Raw -254178.609299 + Penalty 1255.796026 = -252922.813273
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (139419.300000 sec): 3 clusters
  Score: Raw -253176.984915 + Penalty 2511.592051 = -250665.392864
  nChanged 819
		SP:Iteration 1F (139419.340000 sec): 3 clusters
  Score: Raw -253726.950953 + Penalty 2511.592051 = -251215.358902
  nChanged 217
		SP:Iteration 2F (139419.390000 sec): 3 clusters
  Score: Raw -253968.048107 + Penalty 2511.592051 = -251456.456056
  nChanged 177
		SP:Iteration 3F (139419.430000 sec): 3 clusters
  Score: Raw -254177.836165 + Penalty 2511.592051 = -251666.244113
  nChanged 144
		SP:Iteration 4F (139419.470000 sec): 3 clusters
  Score: Raw -254347.623366 + Penalty 2511.592051 = -251836.031315
  nChanged 140
		SP:Iteration 5F (139419.520000 sec): 3 clusters
  Score: Raw -254568.067901 + Penalty 2511.592051 = -252056.475849
  nChanged 137
		SP:Iteration 6F (139419.560000 sec): 3 clusters
  Score: Raw -254756.856122 + Penalty 2511.592051 = -252245.264071
  nChanged 119
		SP:Iteration 7F (139419.600000 sec): 3 clusters
  Score: Raw -254905.805492 + Penalty 2511.592051 = -252394.213441
  nChanged 94
		SP:Iteration 8Q (139419.640000 sec): 3 clusters
  Score: Raw -255018.533252 + Penalty 2511.592051 = -252506.941201
  nChanged 60
		SP:Iteration 9Q (139419.690000 sec): 3 clusters
  Score: Raw -255080.764167 + Penalty 2511.592051 = -252569.172116
  nChanged 43
		SP:Iteration 10Q (139419.730000 sec): 3 clusters
  Score: Raw -255108.292441 + Penalty 2511.592051 = -252596.700390
  nChanged 14
		SP:Iteration 11Q (139419.770000 sec): 3 clusters
  Score: Raw -255118.511600 + Penalty 2511.592051 = -252606.919549
  nChanged 7
		SP:Iteration 12Q (139419.810000 sec): 3 clusters
  Score: Raw -255126.650246 + Penalty 2511.592051 = -252615.058195
  nChanged 9
		SP:Iteration 13Q (139419.860000 sec): 3 clusters
  Score: Raw -255132.765848 + Penalty 2511.592051 = -252621.173797
  nChanged 3
		SP:Iteration 14Q (139419.900000 sec): 3 clusters
  Score: Raw -255134.494886 + Penalty 2511.592051 = -252622.902835
  nChanged 2
		SP:Iteration 15Q (139419.940000 sec): 3 clusters
  Score: Raw -255135.082314 + Penalty 2511.592051 = -252623.490263
  nChanged 1
		SP:Iteration 16Q (139419.980000 sec): 3 clusters
  Score: Raw -255135.625695 + Penalty 2511.592051 = -252624.033643
  nChanged 4
		SP:Iteration 17Q (139420.020000 sec): 3 clusters
  Score: Raw -255136.808829 + Penalty 2511.592051 = -252625.216777
  nChanged 4
		SP:Iteration 18Q (139420.070000 sec): 3 clusters
  Score: Raw -255139.739549 + Penalty 2511.592051 = -252628.147497
  nChanged 5
		SP:Iteration 19Q (139420.110000 sec): 3 clusters
  Score: Raw -255141.797740 + Penalty 2511.592051 = -252630.205689
  nChanged 1
		SP:Iteration 20F (139420.160000 sec): 3 clusters
  Score: Raw -255142.034564 + Penalty 2511.592051 = -252630.442513
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 55 (8786 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (139420.280000 sec): 2 clusters
  Score: Raw -1055399.982412 + Penalty 1475.648659 = -1053924.333753
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (139420.480000 sec): 3 clusters
  Score: Raw -1050433.184878 + Penalty 2951.297318 = -1047481.887560
  nChanged 3803
		SP:Iteration 1F (139420.660000 sec): 3 clusters
  Score: Raw -1052566.487592 + Penalty 2951.297318 = -1049615.190274
  nChanged 557
		SP:Iteration 2F (139420.780000 sec): 3 clusters
  Score: Raw -1052866.849955 + Penalty 2951.297318 = -1049915.552637
  nChanged 499
		SP:Iteration 3F (139420.980000 sec): 3 clusters
  Score: Raw -1053124.521429 + Penalty 2951.297318 = -1050173.224111
  nChanged 456
		SP:Iteration 4F (139421.170000 sec): 3 clusters
  Score: Raw -1053359.934422 + Penalty 2951.297318 = -1050408.637104
  nChanged 410
		SP:Iteration 5Q (139421.360000 sec): 3 clusters
  Score: Raw -1053593.610236 + Penalty 2951.297318 = -1050642.312918
  nChanged 415
		SP:Iteration 6Q (139421.550000 sec): 3 clusters
  Score: Raw -1053859.256998 + Penalty 2951.297318 = -1050907.959680
  nChanged 394
		SP:Iteration 7Q (139421.750000 sec): 3 clusters
  Score: Raw -1054110.244107 + Penalty 2951.297318 = -1051158.946789
  nChanged 360
		SP:Iteration 8Q (139421.940000 sec): 3 clusters
  Score: Raw -1054328.838214 + Penalty 2951.297318 = -1051377.540896
  nChanged 348
		SP:Iteration 9Q (139422.130000 sec): 3 clusters
  Score: Raw -1054514.839071 + Penalty 2951.297318 = -1051563.541753
  nChanged 303
		SP:Iteration 10Q (139422.330000 sec): 3 clusters
  Score: Raw -1054679.269395 + Penalty 2951.297318 = -1051727.972077
  nChanged 266
		SP:Iteration 11Q (139422.520000 sec): 3 clusters
  Score: Raw -1054810.482931 + Penalty 2951.297318 = -1051859.185613
  nChanged 225
		SP:Iteration 12Q (139422.710000 sec): 3 clusters
  Score: Raw -1054923.498070 + Penalty 2951.297318 = -1051972.200752
  nChanged 203
		SP:Iteration 13Q (139422.830000 sec): 3 clusters
  Score: Raw -1054999.411566 + Penalty 2951.297318 = -1052048.114248
  nChanged 172
		SP:Iteration 14Q (139423.010000 sec): 3 clusters
  Score: Raw -1055057.837321 + Penalty 2951.297318 = -1052106.540003
  nChanged 144
		SP:Iteration 15Q (139423.210000 sec): 3 clusters
  Score: Raw -1055103.278792 + Penalty 2951.297318 = -1052151.981474
  nChanged 125
		SP:Iteration 16Q (139423.400000 sec): 3 clusters
  Score: Raw -1055141.072631 + Penalty 2951.297318 = -1052189.775314
  nChanged 90
		SP:Iteration 17Q (139423.590000 sec): 3 clusters
  Score: Raw -1055161.200553 + Penalty 2951.297318 = -1052209.903235
  nChanged 69
		SP:Iteration 18Q (139423.790000 sec): 3 clusters
  Score: Raw -1055178.045055 + Penalty 2951.297318 = -1052226.747737
  nChanged 61
		SP:Iteration 19Q (139423.980000 sec): 3 clusters
  Score: Raw -1055191.275047 + Penalty 2951.297318 = -1052239.977729
  nChanged 59
		SP:Iteration 20F (139424.170000 sec): 3 clusters
  Score: Raw -1055205.284185 + Penalty 2951.297318 = -1052253.986867
  nChanged 53
		SP:Iteration 21Q (139424.370000 sec): 3 clusters
  Score: Raw -1055216.069331 + Penalty 2951.297318 = -1052264.772013
  nChanged 36
		SP:Iteration 22Q (139424.560000 sec): 3 clusters
  Score: Raw -1055222.752258 + Penalty 2951.297318 = -1052271.454940
  nChanged 41
		SP:Iteration 23Q (139424.760000 sec): 3 clusters
  Score: Raw -1055229.993877 + Penalty 2951.297318 = -1052278.696559
  nChanged 46
		SP:Iteration 24Q (139424.950000 sec): 3 clusters
  Score: Raw -1055239.980302 + Penalty 2951.297318 = -1052288.682984
  nChanged 56
		SP:Iteration 25Q (139425.140000 sec): 3 clusters
  Score: Raw -1055254.531024 + Penalty 2951.297318 = -1052303.233706
  nChanged 57
		SP:Iteration 26Q (139425.340000 sec): 3 clusters
  Score: Raw -1055268.362003 + Penalty 2951.297318 = -1052317.064685
  nChanged 49
		SP:Iteration 27Q (139425.530000 sec): 3 clusters
  Score: Raw -1055279.249216 + Penalty 2951.297318 = -1052327.951898
  nChanged 49
		SP:Iteration 28Q (139425.810000 sec): 3 clusters
  Score: Raw -1055290.009572 + Penalty 2951.297318 = -1052338.712254
  nChanged 51
		SP:Iteration 29Q (139425.960000 sec): 3 clusters
  Score: Raw -1055301.675903 + Penalty 2951.297318 = -1052350.378585
  nChanged 50
		SP:Iteration 30Q (139426.150000 sec): 3 clusters
  Score: Raw -1055312.635463 + Penalty 2951.297318 = -1052361.338145
  nChanged 37
		SP:Iteration 31Q (139426.370000 sec): 3 clusters
  Score: Raw -1055322.759535 + Penalty 2951.297318 = -1052371.462217
  nChanged 48
		SP:Iteration 32Q (139426.620000 sec): 3 clusters
  Score: Raw -1055337.323653 + Penalty 2951.297318 = -1052386.026335
  nChanged 59
		SP:Iteration 33Q (139426.800000 sec): 3 clusters
  Score: Raw -1055353.152469 + Penalty 2951.297318 = -1052401.855151
  nChanged 59
		SP:Iteration 34Q (139426.980000 sec): 3 clusters
  Score: Raw -1055368.747950 + Penalty 2951.297318 = -1052417.450632
  nChanged 76
		SP:Iteration 35Q (139427.150000 sec): 3 clusters
  Score: Raw -1055389.049069 + Penalty 2951.297318 = -1052437.751751
  nChanged 64
		SP:Iteration 36Q (139427.390000 sec): 3 clusters
  Score: Raw -1055407.040093 + Penalty 2951.297318 = -1052455.742775
  nChanged 58
		SP:Iteration 37Q (139427.580000 sec): 3 clusters
  Score: Raw -1055422.444375 + Penalty 2951.297318 = -1052471.147057
  nChanged 61
		SP:Iteration 38Q (139427.780000 sec): 3 clusters
  Score: Raw -1055437.194564 + Penalty 2951.297318 = -1052485.897246
  nChanged 45
		SP:Iteration 39Q (139428.010000 sec): 3 clusters
  Score: Raw -1055448.082394 + Penalty 2951.297318 = -1052496.785076
  nChanged 45
		SP:Iteration 40F (139428.200000 sec): 3 clusters
  Score: Raw -1055458.141199 + Penalty 2951.297318 = -1052506.843881
  nChanged 40
		SP:Iteration 41Q (139428.390000 sec): 3 clusters
  Score: Raw -1055468.388435 + Penalty 2951.297318 = -1052517.091117
  nChanged 42
		SP:Iteration 42Q (139428.590000 sec): 3 clusters
  Score: Raw -1055478.715918 + Penalty 2951.297318 = -1052527.418600
  nChanged 44
		SP:Iteration 43Q (139428.770000 sec): 3 clusters
  Score: Raw -1055489.758219 + Penalty 2951.297318 = -1052538.460901
  nChanged 54
		SP:Iteration 44Q (139428.970000 sec): 3 clusters
  Score: Raw -1055506.000108 + Penalty 2951.297318 = -1052554.702790
  nChanged 43
		SP:Iteration 45Q (139429.160000 sec): 3 clusters
  Score: Raw -1055519.008353 + Penalty 2951.297318 = -1052567.711035
  nChanged 44
		SP:Iteration 46Q (139429.350000 sec): 3 clusters
  Score: Raw -1055529.977784 + Penalty 2951.297318 = -1052578.680467
  nChanged 42
		SP:Iteration 47Q (139429.550000 sec): 3 clusters
  Score: Raw -1055541.338810 + Penalty 2951.297318 = -1052590.041492
  nChanged 50
		SP:Iteration 48Q (139429.740000 sec): 3 clusters
  Score: Raw -1055556.022741 + Penalty 2951.297318 = -1052604.725423
  nChanged 47
		SP:Iteration 49Q (139429.930000 sec): 3 clusters
  Score: Raw -1055565.821793 + Penalty 2951.297318 = -1052614.524475
  nChanged 28
		SP:Iteration 50Q (139430.130000 sec): 3 clusters
  Score: Raw -1055572.099256 + Penalty 2951.297318 = -1052620.801938
  nChanged 25
		SP:Iteration 51Q (139430.320000 sec): 3 clusters
  Score: Raw -1055578.451746 + Penalty 2951.297318 = -1052627.154428
  nChanged 28
		SP:Iteration 52Q (139430.510000 sec): 3 clusters
  Score: Raw -1055586.930227 + Penalty 2951.297318 = -1052635.632909
  nChanged 27
		SP:Iteration 53Q (139430.750000 sec): 3 clusters
  Score: Raw -1055594.827882 + Penalty 2951.297318 = -1052643.530564
  nChanged 32
		SP:Iteration 54Q (139430.940000 sec): 3 clusters
  Score: Raw -1055603.065366 + Penalty 2951.297318 = -1052651.768048
  nChanged 24
		SP:Iteration 55Q (139431.130000 sec): 3 clusters
  Score: Raw -1055608.449962 + Penalty 2951.297318 = -1052657.152644
  nChanged 19
		SP:Iteration 56Q (139431.330000 sec): 3 clusters
  Score: Raw -1055612.863665 + Penalty 2951.297318 = -1052661.566348
  nChanged 18
		SP:Iteration 57Q (139431.520000 sec): 3 clusters
  Score: Raw -1055617.047710 + Penalty 2951.297318 = -1052665.750392
  nChanged 8
		SP:Iteration 58Q (139431.710000 sec): 3 clusters
  Score: Raw -1055618.241945 + Penalty 2951.297318 = -1052666.944627
  nChanged 8
		SP:Iteration 59Q (139431.910000 sec): 3 clusters
  Score: Raw -1055620.612339 + Penalty 2951.297318 = -1052669.315021
  nChanged 11
		SP:Iteration 60F (139432.100000 sec): 3 clusters
  Score: Raw -1055623.395941 + Penalty 2951.297318 = -1052672.098623
  nChanged 10
		SP:Iteration 61Q (139432.290000 sec): 3 clusters
  Score: Raw -1055625.911575 + Penalty 2951.297318 = -1052674.614257
  nChanged 13
		SP:Iteration 62Q (139432.490000 sec): 3 clusters
  Score: Raw -1055629.091076 + Penalty 2951.297318 = -1052677.793758
  nChanged 13
		SP:Iteration 63Q (139432.680000 sec): 3 clusters
  Score: Raw -1055632.020840 + Penalty 2951.297318 = -1052680.723522
  nChanged 11
		SP:Iteration 64Q (139432.960000 sec): 3 clusters
  Score: Raw -1055634.185433 + Penalty 2951.297318 = -1052682.888115
  nChanged 10
		SP:Iteration 65Q (139433.170000 sec): 3 clusters
  Score: Raw -1055636.480117 + Penalty 2951.297318 = -1052685.182799
  nChanged 10
		SP:Iteration 66Q (139433.350000 sec): 3 clusters
  Score: Raw -1055638.188051 + Penalty 2951.297318 = -1052686.890733
  nChanged 6
		SP:Iteration 67Q (139433.550000 sec): 3 clusters
  Score: Raw -1055639.054177 + Penalty 2951.297318 = -1052687.756859
  nChanged 5
		SP:Iteration 68Q (139433.740000 sec): 3 clusters
  Score: Raw -1055639.893701 + Penalty 2951.297318 = -1052688.596383
  nChanged 5
		SP:Iteration 69Q (139433.930000 sec): 3 clusters
  Score: Raw -1055640.585362 + Penalty 2951.297318 = -1052689.288044
  nChanged 3
		SP:Iteration 70Q (139434.130000 sec): 3 clusters
  Score: Raw -1055641.198819 + Penalty 2951.297318 = -1052689.901501
  nChanged 2
		SP:Iteration 71Q (139434.320000 sec): 3 clusters
  Score: Raw -1055641.487274 + Penalty 2951.297318 = -1052690.189956
  nChanged 1
		SP:Iteration 72Q (139434.510000 sec): 3 clusters
  Score: Raw -1055641.717688 + Penalty 2951.297318 = -1052690.420370
  nChanged 2
		SP:Iteration 73Q (139434.710000 sec): 3 clusters
  Score: Raw -1055642.158668 + Penalty 2951.297318 = -1052690.861350
  nChanged 3
		SP:Iteration 74Q (139434.900000 sec): 3 clusters
  Score: Raw -1055642.612249 + Penalty 2951.297318 = -1052691.314931
  nChanged 3
		SP:Iteration 75Q (139435.090000 sec): 3 clusters
  Score: Raw -1055642.978999 + Penalty 2951.297318 = -1052691.681681
  nChanged 2
		SP:Iteration 76Q (139435.290000 sec): 3 clusters
  Score: Raw -1055643.240216 + Penalty 2951.297318 = -1052691.942898
  nChanged 4
		SP:Iteration 77Q (139435.480000 sec): 3 clusters
  Score: Raw -1055644.340954 + Penalty 2951.297318 = -1052693.043636
  nChanged 7
		SP:Iteration 78Q (139435.670000 sec): 3 clusters
  Score: Raw -1055646.831987 + Penalty 2951.297318 = -1052695.534669
  nChanged 9
		SP:Iteration 79Q (139435.870000 sec): 3 clusters
  Score: Raw -1055649.156404 + Penalty 2951.297318 = -1052697.859086
  nChanged 11
		SP:Iteration 80F (139436.060000 sec): 3 clusters
  Score: Raw -1055652.192688 + Penalty 2951.297318 = -1052700.895370
  nChanged 10
		SP:Iteration 81Q (139436.250000 sec): 3 clusters
  Score: Raw -1055655.329927 + Penalty 2951.297318 = -1052704.032609
  nChanged 6
		SP:Iteration 82Q (139436.450000 sec): 3 clusters
  Score: Raw -1055656.220754 + Penalty 2951.297318 = -1052704.923436
  nChanged 5
		SP:Iteration 83Q (139436.650000 sec): 3 clusters
  Score: Raw -1055656.781800 + Penalty 2951.297318 = -1052705.484482
  nChanged 0
		SP:Iteration 84F (139436.830000 sec): 3 clusters
  Score: Raw -1055656.781800 + Penalty 2951.297318 = -1052705.484482
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 56 (109 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (139436.900000 sec): 2 clusters
  Score: Raw -6579.694095 + Penalty 762.344031 = -5817.350064
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (139437.080000 sec): 3 clusters
  Score: Raw -6813.360109 + Penalty 1524.688062 = -5288.672047
  nChanged 12
		SP:Iteration 1F (139437.250000 sec): 3 clusters
  Score: Raw -6922.287737 + Penalty 1524.688062 = -5397.599675
  nChanged 2
		SP:Iteration 2Q (139437.430000 sec): 3 clusters
  Score: Raw -6951.590321 + Penalty 1524.688062 = -5426.902260
  nChanged 0
		SP:Iteration 3F (139437.610000 sec): 3 clusters
  Score: Raw -6951.590321 + Penalty 1524.688062 = -5426.902260
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 57 (4040 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (139437.730000 sec): 2 clusters
  Score: Raw -491674.509703 + Penalty 1349.399995 = -490325.109708
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (139437.910000 sec): 3 clusters
  Score: Raw -489624.088083 + Penalty 2698.799991 = -486925.288092
  nChanged 1641
		SP:Iteration 1F (139438.090000 sec): 3 clusters
  Score: Raw -490525.749569 + Penalty 2698.799991 = -487826.949578
  nChanged 280
		SP:Iteration 2F (139438.270000 sec): 3 clusters
  Score: Raw -490656.384860 + Penalty 2698.799991 = -487957.584870
  nChanged 188
		SP:Iteration 3Q (139438.440000 sec): 3 clusters
  Score: Raw -490739.223058 + Penalty 2698.799991 = -488040.423068
  nChanged 151
		SP:Iteration 4Q (139438.620000 sec): 3 clusters
  Score: Raw -490802.815020 + Penalty 2698.799991 = -488104.015030
  nChanged 116
		SP:Iteration 5Q (139438.790000 sec): 3 clusters
  Score: Raw -490848.434754 + Penalty 2698.799991 = -488149.634763
  nChanged 98
		SP:Iteration 6Q (139438.970000 sec): 3 clusters
  Score: Raw -490885.615532 + Penalty 2698.799991 = -488186.815541
  nChanged 81
		SP:Iteration 7Q (139439.150000 sec): 3 clusters
  Score: Raw -490918.428962 + Penalty 2698.799991 = -488219.628971
  nChanged 86
		SP:Iteration 8Q (139439.320000 sec): 3 clusters
  Score: Raw -490951.041340 + Penalty 2698.799991 = -488252.241350
  nChanged 79
		SP:Iteration 9Q (139439.490000 sec): 3 clusters
  Score: Raw -490977.755650 + Penalty 2698.799991 = -488278.955660
  nChanged 61
		SP:Iteration 10Q (139439.670000 sec): 3 clusters
  Score: Raw -490998.822904 + Penalty 2698.799991 = -488300.022914
  nChanged 57
		SP:Iteration 11Q (139439.850000 sec): 3 clusters
  Score: Raw -491023.184606 + Penalty 2698.799991 = -488324.384616
  nChanged 76
		SP:Iteration 12Q (139440.020000 sec): 3 clusters
  Score: Raw -491053.599632 + Penalty 2698.799991 = -488354.799641
  nChanged 76
		SP:Iteration 13Q (139440.200000 sec): 3 clusters
  Score: Raw -491090.618820 + Penalty 2698.799991 = -488391.818829
  nChanged 84
		SP:Iteration 14Q (139440.370000 sec): 3 clusters
  Score: Raw -491137.035871 + Penalty 2698.799991 = -488438.235881
  nChanged 95
		SP:Iteration 15Q (139440.550000 sec): 3 clusters
  Score: Raw -491183.238777 + Penalty 2698.799991 = -488484.438786
  nChanged 90
		SP:Iteration 16Q (139440.720000 sec): 3 clusters
  Score: Raw -491231.350989 + Penalty 2698.799991 = -488532.550998
  nChanged 94
		SP:Iteration 17Q (139440.900000 sec): 3 clusters
  Score: Raw -491278.496155 + Penalty 2698.799991 = -488579.696165
  nChanged 97
		SP:Iteration 18Q (139441.080000 sec): 3 clusters
  Score: Raw -491330.195873 + Penalty 2698.799991 = -488631.395882
  nChanged 109
		SP:Iteration 19Q (139441.250000 sec): 3 clusters
  Score: Raw -491403.382321 + Penalty 2698.799991 = -488704.582331
  nChanged 117
		SP:Iteration 20F (139441.430000 sec): 3 clusters
  Score: Raw -491482.099508 + Penalty 2698.799991 = -488783.299518
  nChanged 98
		SP:Iteration 21Q (139441.600000 sec): 3 clusters
  Score: Raw -491549.114154 + Penalty 2698.799991 = -488850.314163
  nChanged 83
		SP:Iteration 22Q (139441.780000 sec): 3 clusters
  Score: Raw -491609.833796 + Penalty 2698.799991 = -488911.033806
  nChanged 73
		SP:Iteration 23Q (139441.960000 sec): 3 clusters
  Score: Raw -491670.264574 + Penalty 2698.799991 = -488971.464584
  nChanged 52
		SP:Iteration 24Q (139442.130000 sec): 3 clusters
  Score: Raw -491707.834011 + Penalty 2698.799991 = -489009.034021
  nChanged 33
		SP:Iteration 25Q (139442.310000 sec): 3 clusters
  Score: Raw -491732.000348 + Penalty 2698.799991 = -489033.200358
  nChanged 28
		SP:Iteration 26Q (139442.480000 sec): 3 clusters
  Score: Raw -491751.813498 + Penalty 2698.799991 = -489053.013507
  nChanged 20
		SP:Iteration 27Q (139442.660000 sec): 3 clusters
  Score: Raw -491766.123371 + Penalty 2698.799991 = -489067.323381
  nChanged 15
		SP:Iteration 28Q (139442.840000 sec): 3 clusters
  Score: Raw -491777.744277 + Penalty 2698.799991 = -489078.944287
  nChanged 11
		SP:Iteration 29Q (139443.010000 sec): 3 clusters
  Score: Raw -491786.918055 + Penalty 2698.799991 = -489088.118064
  nChanged 9
		SP:Iteration 30Q (139443.190000 sec): 3 clusters
  Score: Raw -491793.524632 + Penalty 2698.799991 = -489094.724641
  nChanged 6
		SP:Iteration 31Q (139443.360000 sec): 3 clusters
  Score: Raw -491797.156969 + Penalty 2698.799991 = -489098.356978
  nChanged 7
		SP:Iteration 32Q (139443.540000 sec): 3 clusters
  Score: Raw -491803.546500 + Penalty 2698.799991 = -489104.746510
  nChanged 5
		SP:Iteration 33Q (139443.710000 sec): 3 clusters
  Score: Raw -491808.848631 + Penalty 2698.799991 = -489110.048640
  nChanged 7
		SP:Iteration 34Q (139443.890000 sec): 3 clusters
  Score: Raw -491814.131690 + Penalty 2698.799991 = -489115.331699
  nChanged 5
		SP:Iteration 35Q (139444.060000 sec): 3 clusters
  Score: Raw -491819.417124 + Penalty 2698.799991 = -489120.617133
  nChanged 4
		SP:Iteration 36Q (139444.240000 sec): 3 clusters
  Score: Raw -491821.016368 + Penalty 2698.799991 = -489122.216377
  nChanged 0
		SP:Iteration 37F (139444.420000 sec): 3 clusters
  Score: Raw -491821.016368 + Penalty 2698.799991 = -489122.216377
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 58 (255 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (139444.500000 sec): 2 clusters
  Score: Raw -22328.323814 + Penalty 900.455326 = -21427.868488
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (139444.680000 sec): 3 clusters
  Score: Raw -22472.622308 + Penalty 1800.910652 = -20671.711656
  nChanged 48
		SP:Iteration 1F (139444.850000 sec): 3 clusters
  Score: Raw -22627.889606 + Penalty 1800.910652 = -20826.978954
  nChanged 12
		SP:Iteration 2Q (139445.030000 sec): 3 clusters
  Score: Raw -22661.727484 + Penalty 1800.910652 = -20860.816832
  nChanged 3
		SP:Iteration 3Q (139445.200000 sec): 3 clusters
  Score: Raw -22675.598984 + Penalty 1800.910652 = -20874.688331
  nChanged 4
		SP:Iteration 4Q (139445.380000 sec): 3 clusters
  Score: Raw -22702.272768 + Penalty 1800.910652 = -20901.362116
  nChanged 1
		SP:Iteration 5Q (139445.560000 sec): 3 clusters
  Score: Raw -22702.665214 + Penalty 1800.910652 = -20901.754562
  nChanged 0
		SP:Iteration 6F (139445.730000 sec): 3 clusters
  Score: Raw -22702.665214 + Penalty 1800.910652 = -20901.754562
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 59 (111 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (139445.820000 sec): 2 clusters
  Score: Raw -5644.707474 + Penalty 765.298658 = -4879.408816
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (139445.870000 sec): 3 clusters
  Score: Raw -5835.387697 + Penalty 1530.597315 = -4304.790382
  nChanged 6
		SP:Iteration 1F (139445.870000 sec): 3 clusters
  Score: Raw -5852.293452 + Penalty 1530.597315 = -4321.696137
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 60 (183 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (139445.910000 sec): 2 clusters
  Score: Raw -22152.204556 + Penalty 846.541500 = -21305.663056
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (139445.910000 sec): 3 clusters
  Score: Raw -22206.880582 + Penalty 1693.083000 = -20513.797582
  nChanged 11
		SP:Iteration 1F (139445.930000 sec): 3 clusters
  Score: Raw -22245.071626 + Penalty 1693.083000 = -20551.988626
  nChanged 3
		SP:Iteration 2Q (139445.930000 sec): 3 clusters
  Score: Raw -22257.266707 + Penalty 1693.083000 = -20564.183708
  nChanged 1
		SP:Iteration 3Q (139445.940000 sec): 3 clusters
  Score: Raw -22260.496509 + Penalty 1693.083000 = -20567.413509
  nChanged 1
		SP:Iteration 4Q (139445.950000 sec): 3 clusters
  Score: Raw -22262.814637 + Penalty 1693.083000 = -20569.731637
  nChanged 0
		SP:Iteration 5F (139445.960000 sec): 3 clusters
  Score: Raw -22262.814637 + Penalty 1693.083000 = -20569.731637
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 61 (3905 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (139446.050000 sec): 2 clusters
  Score: Raw -437055.015823 + Penalty 1343.877123 = -435711.138700
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (139446.230000 sec): 3 clusters
  Score: Raw -435097.662848 + Penalty 2687.754245 = -432409.908602
  nChanged 1542
		SP:Iteration 1F (139446.410000 sec): 3 clusters
  Score: Raw -436063.166114 + Penalty 2687.754245 = -433375.411868
  nChanged 340
		SP:Iteration 2F (139446.580000 sec): 3 clusters
  Score: Raw -436326.398705 + Penalty 2687.754245 = -433638.644459
  nChanged 270
		SP:Iteration 3F (139446.760000 sec): 3 clusters
  Score: Raw -436559.390028 + Penalty 2687.754245 = -433871.635783
  nChanged 234
		SP:Iteration 4F (139446.930000 sec): 3 clusters
  Score: Raw -436752.362384 + Penalty 2687.754245 = -434064.608139
  nChanged 221
		SP:Iteration 5F (139447.110000 sec): 3 clusters
  Score: Raw -436978.350959 + Penalty 2687.754245 = -434290.596714
  nChanged 211
		SP:Iteration 6F (139447.290000 sec): 3 clusters
  Score: Raw -437252.002249 + Penalty 2687.754245 = -434564.248004
  nChanged 203
		SP:Iteration 7F (139447.460000 sec): 3 clusters
  Score: Raw -437446.627527 + Penalty 2687.754245 = -434758.873282
  nChanged 186
		SP:Iteration 8Q (139447.630000 sec): 3 clusters
  Score: Raw -437604.786111 + Penalty 2687.754245 = -434917.031866
  nChanged 151
		SP:Iteration 9Q (139447.810000 sec): 3 clusters
  Score: Raw -437698.543300 + Penalty 2687.754245 = -435010.789055
  nChanged 108
		SP:Iteration 10Q (139447.960000 sec): 3 clusters
  Score: Raw -437760.578789 + Penalty 2687.754245 = -435072.824544
  nChanged 79
		SP:Iteration 11Q (139448.030000 sec): 3 clusters
  Score: Raw -437794.398300 + Penalty 2687.754245 = -435106.644055
  nChanged 45
		SP:Iteration 12Q (139448.100000 sec): 3 clusters
  Score: Raw -437814.048326 + Penalty 2687.754245 = -435126.294080
  nChanged 41
		SP:Iteration 13Q (139448.170000 sec): 3 clusters
  Score: Raw -437828.304946 + Penalty 2687.754245 = -435140.550701
  nChanged 33
		SP:Iteration 14Q (139448.240000 sec): 3 clusters
  Score: Raw -437841.528199 + Penalty 2687.754245 = -435153.773954
  nChanged 33
		SP:Iteration 15Q (139448.310000 sec): 3 clusters
  Score: Raw -437856.695407 + Penalty 2687.754245 = -435168.941162
  nChanged 30
		SP:Iteration 16Q (139448.380000 sec): 3 clusters
  Score: Raw -437867.937066 + Penalty 2687.754245 = -435180.182821
  nChanged 24
		SP:Iteration 17Q (139448.450000 sec): 3 clusters
  Score: Raw -437878.450015 + Penalty 2687.754245 = -435190.695770
  nChanged 43
		SP:Iteration 18Q (139448.510000 sec): 3 clusters
  Score: Raw -437899.055976 + Penalty 2687.754245 = -435211.301731
  nChanged 42
		SP:Iteration 19Q (139448.580000 sec): 3 clusters
  Score: Raw -437918.450817 + Penalty 2687.754245 = -435230.696572
  nChanged 43
		SP:Iteration 20F (139448.650000 sec): 3 clusters
  Score: Raw -437942.201217 + Penalty 2687.754245 = -435254.446972
  nChanged 39
		SP:Iteration 21Q (139448.720000 sec): 3 clusters
  Score: Raw -437974.319434 + Penalty 2687.754245 = -435286.565188
  nChanged 54
		SP:Iteration 22Q (139448.790000 sec): 3 clusters
  Score: Raw -438011.984464 + Penalty 2687.754245 = -435324.230218
  nChanged 56
		SP:Iteration 23Q (139448.850000 sec): 3 clusters
  Score: Raw -438046.911546 + Penalty 2687.754245 = -435359.157301
  nChanged 51
		SP:Iteration 24Q (139448.920000 sec): 3 clusters
  Score: Raw -438077.814268 + Penalty 2687.754245 = -435390.060022
  nChanged 48
		SP:Iteration 25Q (139448.990000 sec): 3 clusters
  Score: Raw -438102.302765 + Penalty 2687.754245 = -435414.548520
  nChanged 34
		SP:Iteration 26Q (139449.060000 sec): 3 clusters
  Score: Raw -438115.095455 + Penalty 2687.754245 = -435427.341210
  nChanged 20
		SP:Iteration 27Q (139449.240000 sec): 3 clusters
  Score: Raw -438120.357162 + Penalty 2687.754245 = -435432.602917
  nChanged 8
		SP:Iteration 28Q (139449.410000 sec): 3 clusters
  Score: Raw -438122.969209 + Penalty 2687.754245 = -435435.214964
  nChanged 5
		SP:Iteration 29Q (139449.590000 sec): 3 clusters
  Score: Raw -438124.443356 + Penalty 2687.754245 = -435436.689111
  nChanged 4
		SP:Iteration 30Q (139449.770000 sec): 3 clusters
  Score: Raw -438125.085916 + Penalty 2687.754245 = -435437.331671
  nChanged 3
		SP:Iteration 31Q (139449.940000 sec): 3 clusters
  Score: Raw -438126.068385 + Penalty 2687.754245 = -435438.314140
  nChanged 3
		SP:Iteration 32Q (139450.120000 sec): 3 clusters
  Score: Raw -438126.607077 + Penalty 2687.754245 = -435438.852831
  nChanged 2
		SP:Iteration 33Q (139450.290000 sec): 3 clusters
  Score: Raw -438126.994749 + Penalty 2687.754245 = -435439.240504
  nChanged 2
		SP:Iteration 34Q (139450.470000 sec): 3 clusters
  Score: Raw -438127.507513 + Penalty 2687.754245 = -435439.753268
  nChanged 3
		SP:Iteration 35Q (139450.650000 sec): 3 clusters
  Score: Raw -438128.334528 + Penalty 2687.754245 = -435440.580283
  nChanged 2
		SP:Iteration 36Q (139450.820000 sec): 3 clusters
  Score: Raw -438128.892249 + Penalty 2687.754245 = -435441.138004
  nChanged 0
		SP:Iteration 37F (139451.000000 sec): 3 clusters
  Score: Raw -438128.892249 + Penalty 2687.754245 = -435441.138004
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 62 (950 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (139451.070000 sec): 2 clusters
  Score: Raw -110406.368144 + Penalty 1114.175072 = -109292.193072
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (139451.210000 sec): 3 clusters
  Score: Raw -110135.652226 + Penalty 2228.350145 = -107907.302081
  nChanged 296
		SP:Iteration 1F (139451.380000 sec): 3 clusters
  Score: Raw -110439.056074 + Penalty 2228.350145 = -108210.705929
  nChanged 77
		SP:Iteration 2F (139451.560000 sec): 3 clusters
  Score: Raw -110526.288449 + Penalty 2228.350145 = -108297.938304
  nChanged 41
		SP:Iteration 3Q (139451.730000 sec): 3 clusters
  Score: Raw -110573.982957 + Penalty 2228.350145 = -108345.632812
  nChanged 21
		SP:Iteration 4Q (139451.910000 sec): 3 clusters
  Score: Raw -110600.110951 + Penalty 2228.350145 = -108371.760806
  nChanged 22
		SP:Iteration 5Q (139452.090000 sec): 3 clusters
  Score: Raw -110619.546606 + Penalty 2228.350145 = -108391.196461
  nChanged 13
		SP:Iteration 6Q (139452.260000 sec): 3 clusters
  Score: Raw -110633.624049 + Penalty 2228.350145 = -108405.273904
  nChanged 7
		SP:Iteration 7Q (139452.440000 sec): 3 clusters
  Score: Raw -110639.442690 + Penalty 2228.350145 = -108411.092545
  nChanged 4
		SP:Iteration 8Q (139452.610000 sec): 3 clusters
  Score: Raw -110641.930051 + Penalty 2228.350145 = -108413.579906
  nChanged 1
		SP:Iteration 9Q (139452.790000 sec): 3 clusters
  Score: Raw -110646.770834 + Penalty 2228.350145 = -108418.420689
  nChanged 2
		SP:Iteration 10Q (139452.970000 sec): 3 clusters
  Score: Raw -110651.326806 + Penalty 2228.350145 = -108422.976661
  nChanged 3
		SP:Iteration 11Q (139453.140000 sec): 3 clusters
  Score: Raw -110653.245996 + Penalty 2228.350145 = -108424.895851
  nChanged 4
		SP:Iteration 12Q (139453.320000 sec): 3 clusters
  Score: Raw -110655.525991 + Penalty 2228.350145 = -108427.175846
  nChanged 4
		SP:Iteration 13Q (139453.490000 sec): 3 clusters
  Score: Raw -110657.967733 + Penalty 2228.350145 = -108429.617588
  nChanged 5
		SP:Iteration 14Q (139453.670000 sec): 3 clusters
  Score: Raw -110661.921093 + Penalty 2228.350145 = -108433.570948
  nChanged 2
		SP:Iteration 15Q (139453.850000 sec): 3 clusters
  Score: Raw -110663.810004 + Penalty 2228.350145 = -108435.459859
  nChanged 3
		SP:Iteration 16Q (139454.020000 sec): 3 clusters
  Score: Raw -110666.537431 + Penalty 2228.350145 = -108438.187286
  nChanged 3
		SP:Iteration 17Q (139454.190000 sec): 3 clusters
  Score: Raw -110673.915371 + Penalty 2228.350145 = -108445.565226
  nChanged 6
		SP:Iteration 18Q (139454.370000 sec): 3 clusters
  Score: Raw -110677.806449 + Penalty 2228.350145 = -108449.456304
  nChanged 2
		SP:Iteration 19Q (139454.550000 sec): 3 clusters
  Score: Raw -110678.385465 + Penalty 2228.350145 = -108450.035320
  nChanged 0
		SP:Iteration 20F (139454.720000 sec): 3 clusters
  Score: Raw -110678.385465 + Penalty 2228.350145 = -108450.035320
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 63 (8973 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (139454.850000 sec): 2 clusters
  Score: Raw -1084806.905847 + Penalty 1479.070994 = -1083327.834853
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (139455.040000 sec): 3 clusters
  Score: Raw -1079760.737571 + Penalty 2958.141988 = -1076802.595583
  nChanged 3828
		SP:Iteration 1F (139455.230000 sec): 3 clusters
  Score: Raw -1081896.860295 + Penalty 2958.141988 = -1078938.718307
  nChanged 560
		SP:Iteration 2F (139455.430000 sec): 3 clusters
  Score: Raw -1082164.864050 + Penalty 2958.141988 = -1079206.722062
  nChanged 485
		SP:Iteration 3F (139455.620000 sec): 3 clusters
  Score: Raw -1082424.215429 + Penalty 2958.141988 = -1079466.073441
  nChanged 489
		SP:Iteration 4F (139455.810000 sec): 3 clusters
  Score: Raw -1082689.985850 + Penalty 2958.141988 = -1079731.843862
  nChanged 446
		SP:Iteration 5Q (139456.000000 sec): 3 clusters
  Score: Raw -1082939.478809 + Penalty 2958.141988 = -1079981.336821
  nChanged 431
		SP:Iteration 6Q (139456.190000 sec): 3 clusters
  Score: Raw -1083201.225409 + Penalty 2958.141988 = -1080243.083421
  nChanged 427
		SP:Iteration 7Q (139456.390000 sec): 3 clusters
  Score: Raw -1083477.241322 + Penalty 2958.141988 = -1080519.099334
  nChanged 404
		SP:Iteration 8Q (139456.580000 sec): 3 clusters
  Score: Raw -1083762.724014 + Penalty 2958.141988 = -1080804.582026
  nChanged 365
		SP:Iteration 9Q (139456.860000 sec): 3 clusters
  Score: Raw -1084014.919417 + Penalty 2958.141988 = -1081056.777429
  nChanged 318
		SP:Iteration 10Q (139457.010000 sec): 3 clusters
  Score: Raw -1084213.370366 + Penalty 2958.141988 = -1081255.228378
  nChanged 242
		SP:Iteration 11Q (139457.250000 sec): 3 clusters
  Score: Raw -1084362.563536 + Penalty 2958.141988 = -1081404.421548
  nChanged 196
		SP:Iteration 12Q (139457.440000 sec): 3 clusters
  Score: Raw -1084485.027534 + Penalty 2958.141988 = -1081526.885546
  nChanged 147
		SP:Iteration 13Q (139457.630000 sec): 3 clusters
  Score: Raw -1084572.269303 + Penalty 2958.141988 = -1081614.127315
  nChanged 115
		SP:Iteration 14Q (139457.820000 sec): 3 clusters
  Score: Raw -1084634.221078 + Penalty 2958.141988 = -1081676.079090
  nChanged 104
		SP:Iteration 15Q (139458.010000 sec): 3 clusters
  Score: Raw -1084692.411469 + Penalty 2958.141988 = -1081734.269481
  nChanged 92
		SP:Iteration 16Q (139458.200000 sec): 3 clusters
  Score: Raw -1084748.484221 + Penalty 2958.141988 = -1081790.342233
  nChanged 80
		SP:Iteration 17Q (139458.390000 sec): 3 clusters
  Score: Raw -1084798.607499 + Penalty 2958.141988 = -1081840.465511
  nChanged 74
		SP:Iteration 18Q (139458.630000 sec): 3 clusters
  Score: Raw -1084849.588866 + Penalty 2958.141988 = -1081891.446878
  nChanged 69
		SP:Iteration 19Q (139458.790000 sec): 3 clusters
  Score: Raw -1084895.578514 + Penalty 2958.141988 = -1081937.436526
  nChanged 50
		SP:Iteration 20F (139458.970000 sec): 3 clusters
  Score: Raw -1084928.997157 + Penalty 2958.141988 = -1081970.855169
  nChanged 35
		SP:Iteration 21Q (139459.170000 sec): 3 clusters
  Score: Raw -1084951.375632 + Penalty 2958.141988 = -1081993.233644
  nChanged 33
		SP:Iteration 22Q (139459.360000 sec): 3 clusters
  Score: Raw -1084966.123479 + Penalty 2958.141988 = -1082007.981491
  nChanged 25
		SP:Iteration 23Q (139459.550000 sec): 3 clusters
  Score: Raw -1084976.914206 + Penalty 2958.141988 = -1082018.772218
  nChanged 25
		SP:Iteration 24Q (139459.750000 sec): 3 clusters
  Score: Raw -1084992.151441 + Penalty 2958.141988 = -1082034.009453
  nChanged 24
		SP:Iteration 25Q (139459.980000 sec): 3 clusters
  Score: Raw -1085004.490290 + Penalty 2958.141988 = -1082046.348302
  nChanged 20
		SP:Iteration 26Q (139460.170000 sec): 3 clusters
  Score: Raw -1085016.632930 + Penalty 2958.141988 = -1082058.490942
  nChanged 13
		SP:Iteration 27Q (139460.370000 sec): 3 clusters
  Score: Raw -1085021.331015 + Penalty 2958.141988 = -1082063.189028
  nChanged 6
		SP:Iteration 28Q (139460.560000 sec): 3 clusters
  Score: Raw -1085024.056889 + Penalty 2958.141988 = -1082065.914901
  nChanged 5
		SP:Iteration 29Q (139460.750000 sec): 3 clusters
  Score: Raw -1085026.068328 + Penalty 2958.141988 = -1082067.926340
  nChanged 6
		SP:Iteration 30Q (139460.940000 sec): 3 clusters
  Score: Raw -1085028.682574 + Penalty 2958.141988 = -1082070.540586
  nChanged 6
		SP:Iteration 31Q (139461.130000 sec): 3 clusters
  Score: Raw -1085031.300669 + Penalty 2958.141988 = -1082073.158681
  nChanged 5
		SP:Iteration 32Q (139461.320000 sec): 3 clusters
  Score: Raw -1085035.351350 + Penalty 2958.141988 = -1082077.209362
  nChanged 6
		SP:Iteration 33Q (139461.510000 sec): 3 clusters
  Score: Raw -1085039.061856 + Penalty 2958.141988 = -1082080.919868
  nChanged 5
		SP:Iteration 34Q (139461.730000 sec): 3 clusters
  Score: Raw -1085042.159959 + Penalty 2958.141988 = -1082084.017972
  nChanged 5
		SP:Iteration 35Q (139461.940000 sec): 3 clusters
  Score: Raw -1085043.712336 + Penalty 2958.141988 = -1082085.570348
  nChanged 3
		SP:Iteration 36Q (139462.130000 sec): 3 clusters
  Score: Raw -1085044.624324 + Penalty 2958.141988 = -1082086.482336
  nChanged 2
		SP:Iteration 37Q (139462.320000 sec): 3 clusters
  Score: Raw -1085045.764895 + Penalty 2958.141988 = -1082087.622907
  nChanged 4
		SP:Iteration 38Q (139462.510000 sec): 3 clusters
  Score: Raw -1085048.111487 + Penalty 2958.141988 = -1082089.969499
  nChanged 4
		SP:Iteration 39Q (139462.700000 sec): 3 clusters
  Score: Raw -1085053.866118 + Penalty 2958.141988 = -1082095.724130
  nChanged 7
		SP:Iteration 40F (139462.890000 sec): 3 clusters
  Score: Raw -1085057.752297 + Penalty 2958.141988 = -1082099.610309
  nChanged 5
		SP:Iteration 41Q (139463.080000 sec): 3 clusters
  Score: Raw -1085059.641490 + Penalty 2958.141988 = -1082101.499502
  nChanged 3
		SP:Iteration 42Q (139463.280000 sec): 3 clusters
  Score: Raw -1085060.447274 + Penalty 2958.141988 = -1082102.305286
  nChanged 3
		SP:Iteration 43Q (139463.470000 sec): 3 clusters
  Score: Raw -1085061.249147 + Penalty 2958.141988 = -1082103.107159
  nChanged 1
		SP:Iteration 44Q (139463.660000 sec): 3 clusters
  Score: Raw -1085062.071473 + Penalty 2958.141988 = -1082103.929485
  nChanged 2
		SP:Iteration 45Q (139463.850000 sec): 3 clusters
  Score: Raw -1085062.649842 + Penalty 2958.141988 = -1082104.507854
  nChanged 1
		SP:Iteration 46Q (139464.050000 sec): 3 clusters
  Score: Raw -1085063.175815 + Penalty 2958.141988 = -1082105.033827
  nChanged 2
		SP:Iteration 47Q (139464.230000 sec): 3 clusters
  Score: Raw -1085064.141428 + Penalty 2958.141988 = -1082105.999440
  nChanged 0
		SP:Iteration 48F (139464.430000 sec): 3 clusters
  Score: Raw -1085064.141428 + Penalty 2958.141988 = -1082105.999440
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 64 (176 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (139464.490000 sec): 2 clusters
  Score: Raw -17653.903409 + Penalty 840.203649 = -16813.699760
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (139464.670000 sec): 3 clusters
  Score: Raw -17802.881622 + Penalty 1680.407298 = -16122.474324
  nChanged 28
		SP:Iteration 1F (139464.850000 sec): 3 clusters
  Score: Raw -17898.502116 + Penalty 1680.407298 = -16218.094818
  nChanged 6
		SP:Iteration 2Q (139465.020000 sec): 3 clusters
  Score: Raw -17950.326068 + Penalty 1680.407298 = -16269.918769
  nChanged 2
		SP:Iteration 3Q (139465.200000 sec): 3 clusters
  Score: Raw -17954.670304 + Penalty 1680.407298 = -16274.263005
  nChanged 1
		SP:Iteration 4Q (139465.370000 sec): 3 clusters
  Score: Raw -17957.902806 + Penalty 1680.407298 = -16277.495508
  nChanged 0
		SP:Iteration 5F (139465.550000 sec): 3 clusters
  Score: Raw -17957.902806 + Penalty 1680.407298 = -16277.495508
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 65 (181 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (139465.630000 sec): 2 clusters
  Score: Raw -13222.956813 + Penalty 844.755768 = -12378.201045
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (139465.810000 sec): 3 clusters
  Score: Raw -13384.561968 + Penalty 1689.511535 = -11695.050433
  nChanged 31
		SP:Iteration 1F (139465.990000 sec): 3 clusters
  Score: Raw -13535.272426 + Penalty 1689.511535 = -11845.760891
  nChanged 10
		SP:Iteration 2F (139466.160000 sec): 3 clusters
  Score: Raw -13582.545643 + Penalty 1689.511535 = -11893.034108
  nChanged 2
		SP:Iteration 3Q (139466.340000 sec): 3 clusters
  Score: Raw -13597.064705 + Penalty 1689.511535 = -11907.553170
  nChanged 0
		SP:Iteration 4F (139466.510000 sec): 3 clusters
  Score: Raw -13597.064705 + Penalty 1689.511535 = -11907.553170
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 66 (1463 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (139466.600000 sec): 2 clusters
  Score: Raw -175416.520078 + Penalty 1184.339715 = -174232.180362
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (139466.780000 sec): 3 clusters
  Score: Raw -174872.318341 + Penalty 2368.679430 = -172503.638910
  nChanged 498
		SP:Iteration 1F (139466.950000 sec): 3 clusters
  Score: Raw -175212.177628 + Penalty 2368.679430 = -172843.498197
  nChanged 98
		SP:Iteration 2F (139467.130000 sec): 3 clusters
  Score: Raw -175298.009468 + Penalty 2368.679430 = -172929.330038
  nChanged 63
		SP:Iteration 3Q (139467.310000 sec): 3 clusters
  Score: Raw -175360.869059 + Penalty 2368.679430 = -172992.189628
  nChanged 46
		SP:Iteration 4Q (139467.480000 sec): 3 clusters
  Score: Raw -175406.497369 + Penalty 2368.679430 = -173037.817939
  nChanged 36
		SP:Iteration 5Q (139467.660000 sec): 3 clusters
  Score: Raw -175433.332570 + Penalty 2368.679430 = -173064.653139
  nChanged 16
		SP:Iteration 6Q (139467.830000 sec): 3 clusters
  Score: Raw -175443.560201 + Penalty 2368.679430 = -173074.880771
  nChanged 17
		SP:Iteration 7Q (139468.010000 sec): 3 clusters
  Score: Raw -175452.763013 + Penalty 2368.679430 = -173084.083583
  nChanged 17
		SP:Iteration 8Q (139468.190000 sec): 3 clusters
  Score: Raw -175463.568074 + Penalty 2368.679430 = -173094.888644
  nChanged 10
		SP:Iteration 9Q (139468.360000 sec): 3 clusters
  Score: Raw -175468.134225 + Penalty 2368.679430 = -173099.454795
  nChanged 6
		SP:Iteration 10Q (139468.540000 sec): 3 clusters
  Score: Raw -175471.368049 + Penalty 2368.679430 = -173102.688619
  nChanged 5
		SP:Iteration 11Q (139468.710000 sec): 3 clusters
  Score: Raw -175473.100809 + Penalty 2368.679430 = -173104.421379
  nChanged 4
		SP:Iteration 12Q (139468.890000 sec): 3 clusters
  Score: Raw -175474.814387 + Penalty 2368.679430 = -173106.134957
  nChanged 3
		SP:Iteration 13Q (139469.060000 sec): 3 clusters
  Score: Raw -175477.006669 + Penalty 2368.679430 = -173108.327239
  nChanged 3
		SP:Iteration 14Q (139469.230000 sec): 3 clusters
  Score: Raw -175479.864842 + Penalty 2368.679430 = -173111.185412
  nChanged 4
		SP:Iteration 15Q (139469.410000 sec): 3 clusters
  Score: Raw -175483.141996 + Penalty 2368.679430 = -173114.462566
  nChanged 4
		SP:Iteration 16Q (139469.580000 sec): 3 clusters
  Score: Raw -175487.644732 + Penalty 2368.679430 = -173118.965301
  nChanged 4
		SP:Iteration 17Q (139469.760000 sec): 3 clusters
  Score: Raw -175491.121235 + Penalty 2368.679430 = -173122.441805
  nChanged 5
		SP:Iteration 18Q (139469.930000 sec): 3 clusters
  Score: Raw -175494.679190 + Penalty 2368.679430 = -173125.999760
  nChanged 5
		SP:Iteration 19Q (139470.110000 sec): 3 clusters
  Score: Raw -175497.358743 + Penalty 2368.679430 = -173128.679312
  nChanged 3
		SP:Iteration 20F (139470.290000 sec): 3 clusters
  Score: Raw -175499.321718 + Penalty 2368.679430 = -173130.642288
  nChanged 3
		SP:Iteration 21Q (139470.460000 sec): 3 clusters
  Score: Raw -175500.951966 + Penalty 2368.679430 = -173132.272535
  nChanged 1
		SP:Iteration 22Q (139470.630000 sec): 3 clusters
  Score: Raw -175501.263089 + Penalty 2368.679430 = -173132.583659
  nChanged 1
		SP:Iteration 23Q (139470.800000 sec): 3 clusters
  Score: Raw -175501.692808 + Penalty 2368.679430 = -173133.013378
  nChanged 3
		SP:Iteration 24Q (139470.960000 sec): 3 clusters
  Score: Raw -175502.896619 + Penalty 2368.679430 = -173134.217188
  nChanged 1
		SP:Iteration 25Q (139471.130000 sec): 3 clusters
  Score: Raw -175503.306770 + Penalty 2368.679430 = -173134.627340
  nChanged 0
		SP:Iteration 26F (139471.290000 sec): 3 clusters
  Score: Raw -175503.306770 + Penalty 2368.679430 = -173134.627340
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 67 (127 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (139471.370000 sec): 2 clusters
  Score: Raw -8944.653045 + Penalty 787.180402 = -8157.472643
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (139471.530000 sec): 3 clusters
  Score: Raw -9180.372070 + Penalty 1574.360803 = -7606.011267
  nChanged 13
		SP:Iteration 1F (139471.690000 sec): 3 clusters
  Score: Raw -9246.971179 + Penalty 1574.360803 = -7672.610376
  nChanged 4
		SP:Iteration 2Q (139471.860000 sec): 3 clusters
  Score: Raw -9259.555088 + Penalty 1574.360803 = -7685.194285
  nChanged 0
		SP:Iteration 3F (139472.020000 sec): 3 clusters
  Score: Raw -9259.555088 + Penalty 1574.360803 = -7685.194285
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 68 (1354 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (139472.080000 sec): 2 clusters
  Score: Raw -158328.777889 + Penalty 1171.757999 = -157157.019890
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (139472.120000 sec): 3 clusters
  Score: Raw -157831.522765 + Penalty 2343.515997 = -155488.006767
  nChanged 460
		SP:Iteration 1F (139472.150000 sec): 3 clusters
  Score: Raw -158206.449298 + Penalty 2343.515997 = -155862.933301
  nChanged 116
		SP:Iteration 2F (139472.180000 sec): 3 clusters
  Score: Raw -158339.291087 + Penalty 2343.515997 = -155995.775089
  nChanged 68
		SP:Iteration 3F (139472.220000 sec): 3 clusters
  Score: Raw -158430.300292 + Penalty 2343.515997 = -156086.784294
  nChanged 67
		SP:Iteration 4Q (139472.250000 sec): 3 clusters
  Score: Raw -158523.365746 + Penalty 2343.515997 = -156179.849749
  nChanged 64
		SP:Iteration 5Q (139472.280000 sec): 3 clusters
  Score: Raw -158618.494924 + Penalty 2343.515997 = -156274.978927
  nChanged 52
		SP:Iteration 6Q (139472.310000 sec): 3 clusters
  Score: Raw -158672.074358 + Penalty 2343.515997 = -156328.558360
  nChanged 32
		SP:Iteration 7Q (139472.340000 sec): 3 clusters
  Score: Raw -158711.389943 + Penalty 2343.515997 = -156367.873945
  nChanged 29
		SP:Iteration 8Q (139472.380000 sec): 3 clusters
  Score: Raw -158738.579848 + Penalty 2343.515997 = -156395.063851
  nChanged 14
		SP:Iteration 9Q (139472.410000 sec): 3 clusters
  Score: Raw -158747.925135 + Penalty 2343.515997 = -156404.409137
  nChanged 11
		SP:Iteration 10Q (139472.440000 sec): 3 clusters
  Score: Raw -158759.683951 + Penalty 2343.515997 = -156416.167954
  nChanged 10
		SP:Iteration 11Q (139472.470000 sec): 3 clusters
  Score: Raw -158768.608189 + Penalty 2343.515997 = -156425.092192
  nChanged 11
		SP:Iteration 12Q (139472.500000 sec): 3 clusters
  Score: Raw -158775.657538 + Penalty 2343.515997 = -156432.141541
  nChanged 9
		SP:Iteration 13Q (139472.540000 sec): 3 clusters
  Score: Raw -158787.844513 + Penalty 2343.515997 = -156444.328516
  nChanged 12
		SP:Iteration 14Q (139472.560000 sec): 3 clusters
  Score: Raw -158800.593823 + Penalty 2343.515997 = -156457.077826
  nChanged 19
		SP:Iteration 15Q (139472.600000 sec): 3 clusters
  Score: Raw -158812.747153 + Penalty 2343.515997 = -156469.231156
  nChanged 17
		SP:Iteration 16Q (139472.630000 sec): 3 clusters
  Score: Raw -158832.026080 + Penalty 2343.515997 = -156488.510083
  nChanged 15
		SP:Iteration 17Q (139472.670000 sec): 3 clusters
  Score: Raw -158844.771918 + Penalty 2343.515997 = -156501.255920
  nChanged 15
		SP:Iteration 18Q (139472.700000 sec): 3 clusters
  Score: Raw -158855.687282 + Penalty 2343.515997 = -156512.171285
  nChanged 10
		SP:Iteration 19Q (139472.730000 sec): 3 clusters
  Score: Raw -158868.087418 + Penalty 2343.515997 = -156524.571420
  nChanged 14
		SP:Iteration 20F (139472.760000 sec): 3 clusters
  Score: Raw -158882.137257 + Penalty 2343.515997 = -156538.621260
  nChanged 12
		SP:Iteration 21Q (139472.790000 sec): 3 clusters
  Score: Raw -158892.909705 + Penalty 2343.515997 = -156549.393708
  nChanged 11
		SP:Iteration 22Q (139472.820000 sec): 3 clusters
  Score: Raw -158902.935954 + Penalty 2343.515997 = -156559.419957
  nChanged 11
		SP:Iteration 23Q (139472.860000 sec): 3 clusters
  Score: Raw -158914.060789 + Penalty 2343.515997 = -156570.544792
  nChanged 11
		SP:Iteration 24Q (139472.890000 sec): 3 clusters
  Score: Raw -158926.381062 + Penalty 2343.515997 = -156582.865064
  nChanged 11
		SP:Iteration 25Q (139472.920000 sec): 3 clusters
  Score: Raw -158936.716664 + Penalty 2343.515997 = -156593.200667
  nChanged 11
		SP:Iteration 26Q (139472.950000 sec): 3 clusters
  Score: Raw -158943.260758 + Penalty 2343.515997 = -156599.744761
  nChanged 4
		SP:Iteration 27Q (139472.980000 sec): 3 clusters
  Score: Raw -158946.382423 + Penalty 2343.515997 = -156602.866425
  nChanged 1
		SP:Iteration 28Q (139473.020000 sec): 3 clusters
  Score: Raw -158946.842020 + Penalty 2343.515997 = -156603.326023
  nChanged 1
		SP:Iteration 29Q (139473.040000 sec): 3 clusters
  Score: Raw -158948.079275 + Penalty 2343.515997 = -156604.563277
  nChanged 3
		SP:Iteration 30Q (139473.080000 sec): 3 clusters
  Score: Raw -158950.611426 + Penalty 2343.515997 = -156607.095428
  nChanged 0
		SP:Iteration 31F (139473.110000 sec): 3 clusters
  Score: Raw -158950.611426 + Penalty 2343.515997 = -156607.095428
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 69 (166 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (139473.150000 sec): 2 clusters
  Score: Raw -14373.447967 + Penalty 830.698016 = -13542.749952
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (139473.160000 sec): 3 clusters
  Score: Raw -14547.601884 + Penalty 1661.396031 = -12886.205853
  nChanged 24
		SP:Iteration 1F (139473.170000 sec): 3 clusters
  Score: Raw -14646.138690 + Penalty 1661.396031 = -12984.742659
  nChanged 5
		SP:Iteration 2Q (139473.180000 sec): 3 clusters
  Score: Raw -14665.771992 + Penalty 1661.396031 = -13004.375961
  nChanged 2
		SP:Iteration 3Q (139473.180000 sec): 3 clusters
  Score: Raw -14670.613426 + Penalty 1661.396031 = -13009.217395
  nChanged 1
		SP:Iteration 4Q (139473.190000 sec): 3 clusters
  Score: Raw -14674.627163 + Penalty 1661.396031 = -13013.231131
  nChanged 2
		SP:Iteration 5Q (139473.200000 sec): 3 clusters
  Score: Raw -14678.746898 + Penalty 1661.396031 = -13017.350867
  nChanged 0
		SP:Iteration 6F (139473.200000 sec): 3 clusters
  Score: Raw -14678.746898 + Penalty 1661.396031 = -13017.350867
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 70 (37860 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (139473.540000 sec): 2 clusters
  Score: Raw -4570064.362252 + Penalty 1713.018194 = -4568351.344058
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (139474.000000 sec): 3 clusters
  Score: Raw -4546266.044132 + Penalty 3426.036388 = -4542840.007743
  nChanged 17793
		SP:Iteration 1F (139474.460000 sec): 3 clusters
  Score: Raw -4556262.194652 + Penalty 3426.036388 = -4552836.158264
  nChanged 1596
		SP:Iteration 2Q (139474.920000 sec): 3 clusters
  Score: Raw -4556811.735568 + Penalty 3426.036388 = -4553385.699180
  nChanged 1673
		SP:Iteration 3Q (139475.420000 sec): 3 clusters
  Score: Raw -4557503.506346 + Penalty 3426.036388 = -4554077.469958
  nChanged 1897
		SP:Iteration 4F (139475.890000 sec): 3 clusters
  Score: Raw -4558463.569503 + Penalty 3426.036388 = -4555037.533115
  nChanged 2356
		SP:Iteration 5F (139476.350000 sec): 3 clusters
  Score: Raw -4559939.977614 + Penalty 3426.036388 = -4556513.941226
  nChanged 2798
		SP:Iteration 6F (139476.760000 sec): 3 clusters
  Score: Raw -4562099.840991 + Penalty 3426.036388 = -4558673.804603
  nChanged 3140
		SP:Iteration 7F (139477.220000 sec): 3 clusters
  Score: Raw -4564947.202012 + Penalty 3426.036388 = -4561521.165624
  nChanged 2689
		SP:Iteration 8F (139477.640000 sec): 3 clusters
  Score: Raw -4567564.877762 + Penalty 3426.036388 = -4564138.841374
  nChanged 1664
		SP:Iteration 9Q (139478.100000 sec): 3 clusters
  Score: Raw -4569195.560627 + Penalty 3426.036388 = -4565769.524239
  nChanged 712
		SP:Iteration 10Q (139478.520000 sec): 3 clusters
  Score: Raw -4569888.163371 + Penalty 3426.036388 = -4566462.126983
  nChanged 215
		SP:Iteration 11Q (139478.990000 sec): 3 clusters
  Score: Raw -4570080.570517 + Penalty 3426.036388 = -4566654.534129
  nChanged 81
		SP:Iteration 12Q (139479.420000 sec): 3 clusters
  Score: Raw -4570185.660784 + Penalty 3426.036388 = -4566759.624396
  nChanged 39
		SP:Iteration 13Q (139479.880000 sec): 3 clusters
  Score: Raw -4570233.281834 + Penalty 3426.036388 = -4566807.245446
  nChanged 16
		SP:Iteration 14Q (139480.310000 sec): 3 clusters
  Score: Raw -4570252.661460 + Penalty 3426.036388 = -4566826.625072
  nChanged 8
		SP:Iteration 15Q (139480.770000 sec): 3 clusters
  Score: Raw -4570265.654934 + Penalty 3426.036388 = -4566839.618546
  nChanged 8
		SP:Iteration 16Q (139481.190000 sec): 3 clusters
  Score: Raw -4570273.812487 + Penalty 3426.036388 = -4566847.776099
  nChanged 3
		SP:Iteration 17Q (139481.660000 sec): 3 clusters
  Score: Raw -4570279.677325 + Penalty 3426.036388 = -4566853.640937
  nChanged 2
		SP:Iteration 18Q (139482.080000 sec): 3 clusters
  Score: Raw -4570285.654052 + Penalty 3426.036388 = -4566859.617664
  nChanged 2
		SP:Iteration 19Q (139482.540000 sec): 3 clusters
  Score: Raw -4570290.650692 + Penalty 3426.036388 = -4566864.614304
  nChanged 3
		SP:Iteration 20F (139482.960000 sec): 3 clusters
  Score: Raw -4570296.136165 + Penalty 3426.036388 = -4566870.099777
  nChanged 2
		SP:Iteration 21Q (139483.430000 sec): 3 clusters
  Score: Raw -4570299.818698 + Penalty 3426.036388 = -4566873.782310
  nChanged 1
		SP:Iteration 22Q (139483.850000 sec): 3 clusters
  Score: Raw -4570301.122617 + Penalty 3426.036388 = -4566875.086229
  nChanged 0
		SP:Iteration 23F (139484.310000 sec): 3 clusters
  Score: Raw -4570301.122617 + Penalty 3426.036388 = -4566875.086229
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 71 (210 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (139484.400000 sec): 2 clusters
  Score: Raw -15545.537774 + Penalty 868.904974 = -14676.632800
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (139484.570000 sec): 3 clusters
  Score: Raw -15703.217249 + Penalty 1737.809947 = -13965.407302
  nChanged 37
		SP:Iteration 1F (139484.750000 sec): 3 clusters
  Score: Raw -15802.614749 + Penalty 1737.809947 = -14064.804802
  nChanged 6
		SP:Iteration 2Q (139484.920000 sec): 3 clusters
  Score: Raw -15820.427169 + Penalty 1737.809947 = -14082.617221
  nChanged 0
		SP:Iteration 3F (139485.100000 sec): 3 clusters
  Score: Raw -15820.427169 + Penalty 1737.809947 = -14082.617221
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 72 (312 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (139485.190000 sec): 2 clusters
  Score: Raw -46126.063296 + Penalty 933.238018 = -45192.825278
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (139485.360000 sec): 3 clusters
  Score: Raw -46182.046804 + Penalty 1866.476036 = -44315.570768
  nChanged 64
		SP:Iteration 1F (139485.540000 sec): 3 clusters
  Score: Raw -46329.784933 + Penalty 1866.476036 = -44463.308897
  nChanged 12
		SP:Iteration 2Q (139485.720000 sec): 3 clusters
  Score: Raw -46376.364620 + Penalty 1866.476036 = -44509.888584
  nChanged 9
		SP:Iteration 3Q (139485.890000 sec): 3 clusters
  Score: Raw -46433.406056 + Penalty 1866.476036 = -44566.930020
  nChanged 6
		SP:Iteration 4Q (139486.070000 sec): 3 clusters
  Score: Raw -46443.519212 + Penalty 1866.476036 = -44577.043176
  nChanged 4
		SP:Iteration 5Q (139486.240000 sec): 3 clusters
  Score: Raw -46451.485454 + Penalty 1866.476036 = -44585.009418
  nChanged 1
		SP:Iteration 6Q (139486.420000 sec): 3 clusters
  Score: Raw -46453.138729 + Penalty 1866.476036 = -44586.662693
  nChanged 0
		SP:Iteration 7F (139486.600000 sec): 3 clusters
  Score: Raw -46453.138729 + Penalty 1866.476036 = -44586.662693
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 73 (133 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (139486.680000 sec): 2 clusters
  Score: Raw -15200.224583 + Penalty 794.681733 = -14405.542850
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (139486.860000 sec): 3 clusters
  Score: Raw -15422.262121 + Penalty 1589.363467 = -13832.898654
  nChanged 20
		SP:Iteration 1F (139487.040000 sec): 3 clusters
  Score: Raw -15522.269708 + Penalty 1589.363467 = -13932.906242
  nChanged 5
		SP:Iteration 2Q (139487.210000 sec): 3 clusters
  Score: Raw -15582.570767 + Penalty 1589.363467 = -13993.207301
  nChanged 6
		SP:Iteration 3Q (139487.390000 sec): 3 clusters
  Score: Raw -15652.384272 + Penalty 1589.363467 = -14063.020805
  nChanged 4
		SP:Iteration 4Q (139487.560000 sec): 3 clusters
  Score: Raw -15668.147484 + Penalty 1589.363467 = -14078.784018
  nChanged 3
		SP:Iteration 5Q (139487.780000 sec): 3 clusters
  Score: Raw -15680.293147 + Penalty 1589.363467 = -14090.929680
  nChanged 0
		SP:Iteration 6F (139487.960000 sec): 3 clusters
  Score: Raw -15680.293147 + Penalty 1589.363467 = -14090.929680
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 74 (8517 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (139488.050000 sec): 2 clusters
  Score: Raw -1069543.033404 + Penalty 1470.595660 = -1068072.437744
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (139488.250000 sec): 3 clusters
  Score: Raw -1064792.301405 + Penalty 2941.191320 = -1061851.110085
  nChanged 3638
		SP:Iteration 1F (139488.440000 sec): 3 clusters
  Score: Raw -1066622.717947 + Penalty 2941.191320 = -1063681.526627
  nChanged 494
		SP:Iteration 2F (139488.640000 sec): 3 clusters
  Score: Raw -1066826.073041 + Penalty 2941.191320 = -1063884.881721
  nChanged 403
		SP:Iteration 3Q (139488.830000 sec): 3 clusters
  Score: Raw -1067012.399644 + Penalty 2941.191320 = -1064071.208324
  nChanged 401
		SP:Iteration 4Q (139489.020000 sec): 3 clusters
  Score: Raw -1067205.204085 + Penalty 2941.191320 = -1064264.012765
  nChanged 365
		SP:Iteration 5Q (139489.220000 sec): 3 clusters
  Score: Raw -1067384.985129 + Penalty 2941.191320 = -1064443.793809
  nChanged 330
		SP:Iteration 6Q (139489.410000 sec): 3 clusters
  Score: Raw -1067532.091971 + Penalty 2941.191320 = -1064590.900651
  nChanged 307
		SP:Iteration 7Q (139489.600000 sec): 3 clusters
  Score: Raw -1067651.234740 + Penalty 2941.191320 = -1064710.043420
  nChanged 258
		SP:Iteration 8Q (139489.840000 sec): 3 clusters
  Score: Raw -1067752.282475 + Penalty 2941.191320 = -1064811.091155
  nChanged 215
		SP:Iteration 9Q (139490.030000 sec): 3 clusters
  Score: Raw -1067841.865815 + Penalty 2941.191320 = -1064900.674495
  nChanged 214
		SP:Iteration 10Q (139490.220000 sec): 3 clusters
  Score: Raw -1067927.144643 + Penalty 2941.191320 = -1064985.953323
  nChanged 228
		SP:Iteration 11Q (139490.430000 sec): 3 clusters
  Score: Raw -1068026.764744 + Penalty 2941.191320 = -1065085.573424
  nChanged 261
		SP:Iteration 12Q (139490.620000 sec): 3 clusters
  Score: Raw -1068161.130979 + Penalty 2941.191320 = -1065219.939659
  nChanged 284
		SP:Iteration 13Q (139490.810000 sec): 3 clusters
  Score: Raw -1068313.079570 + Penalty 2941.191320 = -1065371.888251
  nChanged 278
		SP:Iteration 14Q (139491.000000 sec): 3 clusters
  Score: Raw -1068474.191716 + Penalty 2941.191320 = -1065533.000396
  nChanged 322
		SP:Iteration 15Q (139491.190000 sec): 3 clusters
  Score: Raw -1068691.632008 + Penalty 2941.191320 = -1065750.440689
  nChanged 321
		SP:Iteration 16Q (139491.380000 sec): 3 clusters
  Score: Raw -1068916.150275 + Penalty 2941.191320 = -1065974.958955
  nChanged 280
		SP:Iteration 17Q (139491.580000 sec): 3 clusters
  Score: Raw -1069120.884886 + Penalty 2941.191320 = -1066179.693567
  nChanged 221
		SP:Iteration 18Q (139491.770000 sec): 3 clusters
  Score: Raw -1069280.909292 + Penalty 2941.191320 = -1066339.717973
  nChanged 168
		SP:Iteration 19Q (139491.970000 sec): 3 clusters
  Score: Raw -1069413.941229 + Penalty 2941.191320 = -1066472.749909
  nChanged 115
		SP:Iteration 20F (139492.160000 sec): 3 clusters
  Score: Raw -1069511.364152 + Penalty 2941.191320 = -1066570.172832
  nChanged 81
		SP:Iteration 21Q (139492.350000 sec): 3 clusters
  Score: Raw -1069591.969241 + Penalty 2941.191320 = -1066650.777921
  nChanged 45
		SP:Iteration 22Q (139492.550000 sec): 3 clusters
  Score: Raw -1069632.756741 + Penalty 2941.191320 = -1066691.565421
  nChanged 26
		SP:Iteration 23Q (139492.750000 sec): 3 clusters
  Score: Raw -1069658.840189 + Penalty 2941.191320 = -1066717.648869
  nChanged 21
		SP:Iteration 24Q (139492.940000 sec): 3 clusters
  Score: Raw -1069677.749348 + Penalty 2941.191320 = -1066736.558028
  nChanged 14
		SP:Iteration 25Q (139493.140000 sec): 3 clusters
  Score: Raw -1069689.061919 + Penalty 2941.191320 = -1066747.870599
  nChanged 11
		SP:Iteration 26Q (139493.330000 sec): 3 clusters
  Score: Raw -1069699.031484 + Penalty 2941.191320 = -1066757.840164
  nChanged 7
		SP:Iteration 27Q (139493.610000 sec): 3 clusters
  Score: Raw -1069705.240557 + Penalty 2941.191320 = -1066764.049237
  nChanged 4
		SP:Iteration 28Q (139493.850000 sec): 3 clusters
  Score: Raw -1069708.017018 + Penalty 2941.191320 = -1066766.825698
  nChanged 6
		SP:Iteration 29Q (139494.000000 sec): 3 clusters
  Score: Raw -1069712.551041 + Penalty 2941.191320 = -1066771.359721
  nChanged 7
		SP:Iteration 30Q (139494.200000 sec): 3 clusters
  Score: Raw -1069718.054157 + Penalty 2941.191320 = -1066776.862837
  nChanged 9
		SP:Iteration 31Q (139494.380000 sec): 3 clusters
  Score: Raw -1069725.631989 + Penalty 2941.191320 = -1066784.440669
  nChanged 4
		SP:Iteration 32Q (139494.580000 sec): 3 clusters
  Score: Raw -1069729.085910 + Penalty 2941.191320 = -1066787.894591
  nChanged 4
		SP:Iteration 33Q (139494.770000 sec): 3 clusters
  Score: Raw -1069734.185135 + Penalty 2941.191320 = -1066792.993816
  nChanged 5
		SP:Iteration 34Q (139494.960000 sec): 3 clusters
  Score: Raw -1069738.498750 + Penalty 2941.191320 = -1066797.307430
  nChanged 4
		SP:Iteration 35Q (139495.160000 sec): 3 clusters
  Score: Raw -1069744.895506 + Penalty 2941.191320 = -1066803.704187
  nChanged 2
		SP:Iteration 36Q (139495.350000 sec): 3 clusters
  Score: Raw -1069747.471051 + Penalty 2941.191320 = -1066806.279732
  nChanged 3
		SP:Iteration 37Q (139495.540000 sec): 3 clusters
  Score: Raw -1069751.795169 + Penalty 2941.191320 = -1066810.603850
  nChanged 2
		SP:Iteration 38Q (139495.740000 sec): 3 clusters
  Score: Raw -1069753.695417 + Penalty 2941.191320 = -1066812.504098
  nChanged 4
		SP:Iteration 39Q (139495.930000 sec): 3 clusters
  Score: Raw -1069758.528086 + Penalty 2941.191320 = -1066817.336766
  nChanged 4
		SP:Iteration 40F (139496.130000 sec): 3 clusters
  Score: Raw -1069760.745236 + Penalty 2941.191320 = -1066819.553916
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 75 (189 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (139496.190000 sec): 2 clusters
  Score: Raw -14879.752908 + Penalty 851.783890 = -14027.969018
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (139496.370000 sec): 3 clusters
  Score: Raw -15030.572459 + Penalty 1703.567780 = -13327.004679
  nChanged 36
		SP:Iteration 1F (139496.550000 sec): 3 clusters
  Score: Raw -15167.928558 + Penalty 1703.567780 = -13464.360778
  nChanged 8
		SP:Iteration 2Q (139496.720000 sec): 3 clusters
  Score: Raw -15236.207530 + Penalty 1703.567780 = -13532.639750
  nChanged 2
		SP:Iteration 3Q (139496.890000 sec): 3 clusters
  Score: Raw -15259.693648 + Penalty 1703.567780 = -13556.125868
  nChanged 1
		SP:Iteration 4Q (139497.070000 sec): 3 clusters
  Score: Raw -15265.210348 + Penalty 1703.567780 = -13561.642569
  nChanged 0
		SP:Iteration 5F (139497.250000 sec): 3 clusters
  Score: Raw -15265.210348 + Penalty 1703.567780 = -13561.642569
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 76 (12836 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (139497.400000 sec): 2 clusters
  Score: Raw -1607737.810915 + Penalty 1537.251463 = -1606200.559452
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (139497.650000 sec): 3 clusters
  Score: Raw -1600335.616953 + Penalty 3074.502926 = -1597261.114028
  nChanged 5563
		SP:Iteration 1F (139497.860000 sec): 3 clusters
  Score: Raw -1603276.670712 + Penalty 3074.502926 = -1600202.167786
  nChanged 783
		SP:Iteration 2F (139498.150000 sec): 3 clusters
  Score: Raw -1603639.496700 + Penalty 3074.502926 = -1600564.993774
  nChanged 770
		SP:Iteration 3F (139498.390000 sec): 3 clusters
  Score: Raw -1604077.395919 + Penalty 3074.502926 = -1601002.892994
  nChanged 887
		SP:Iteration 4F (139498.680000 sec): 3 clusters
  Score: Raw -1604745.324350 + Penalty 3074.502926 = -1601670.821425
  nChanged 998
		SP:Iteration 5F (139498.920000 sec): 3 clusters
  Score: Raw -1605608.316820 + Penalty 3074.502926 = -1602533.813894
  nChanged 1057
		SP:Iteration 6F (139499.200000 sec): 3 clusters
  Score: Raw -1606539.478263 + Penalty 3074.502926 = -1603464.975337
  nChanged 875
		SP:Iteration 7F (139499.480000 sec): 3 clusters
  Score: Raw -1607215.203350 + Penalty 3074.502926 = -1604140.700424
  nChanged 656
		SP:Iteration 8F (139499.720000 sec): 3 clusters
  Score: Raw -1607613.103355 + Penalty 3074.502926 = -1604538.600429
  nChanged 432
		SP:Iteration 9Q (139499.970000 sec): 3 clusters
  Score: Raw -1607797.168793 + Penalty 3074.502926 = -1604722.665867
  nChanged 222
		SP:Iteration 10Q (139500.250000 sec): 3 clusters
  Score: Raw -1607871.546707 + Penalty 3074.502926 = -1604797.043781
  nChanged 141
		SP:Iteration 11Q (139500.540000 sec): 3 clusters
  Score: Raw -1607911.933918 + Penalty 3074.502926 = -1604837.430992
  nChanged 96
		SP:Iteration 12Q (139500.830000 sec): 3 clusters
  Score: Raw -1607932.863979 + Penalty 3074.502926 = -1604858.361053
  nChanged 74
		SP:Iteration 13Q (139501.110000 sec): 3 clusters
  Score: Raw -1607950.156857 + Penalty 3074.502926 = -1604875.653931
  nChanged 61
		SP:Iteration 14Q (139501.400000 sec): 3 clusters
  Score: Raw -1607963.496798 + Penalty 3074.502926 = -1604888.993873
  nChanged 42
		SP:Iteration 15Q (139501.690000 sec): 3 clusters
  Score: Raw -1607973.299391 + Penalty 3074.502926 = -1604898.796465
  nChanged 42
		SP:Iteration 16Q (139501.960000 sec): 3 clusters
  Score: Raw -1607982.050351 + Penalty 3074.502926 = -1604907.547426
  nChanged 41
		SP:Iteration 17Q (139502.170000 sec): 3 clusters
  Score: Raw -1607990.462482 + Penalty 3074.502926 = -1604915.959556
  nChanged 38
		SP:Iteration 18Q (139502.370000 sec): 3 clusters
  Score: Raw -1607997.238771 + Penalty 3074.502926 = -1604922.735845
  nChanged 26
		SP:Iteration 19Q (139502.650000 sec): 3 clusters
  Score: Raw -1608001.693455 + Penalty 3074.502926 = -1604927.190529
  nChanged 21
		SP:Iteration 20F (139502.850000 sec): 3 clusters
  Score: Raw -1608005.944596 + Penalty 3074.502926 = -1604931.441670
  nChanged 26
		SP:Iteration 21Q (139503.150000 sec): 3 clusters
  Score: Raw -1608012.460045 + Penalty 3074.502926 = -1604937.957119
  nChanged 27
		SP:Iteration 22Q (139503.430000 sec): 3 clusters
  Score: Raw -1608017.057287 + Penalty 3074.502926 = -1604942.554361
  nChanged 25
		SP:Iteration 23Q (139503.670000 sec): 3 clusters
  Score: Raw -1608021.113034 + Penalty 3074.502926 = -1604946.610108
  nChanged 25
		SP:Iteration 24Q (139503.970000 sec): 3 clusters
  Score: Raw -1608025.034101 + Penalty 3074.502926 = -1604950.531175
  nChanged 14
		SP:Iteration 25Q (139504.250000 sec): 3 clusters
  Score: Raw -1608028.136417 + Penalty 3074.502926 = -1604953.633491
  nChanged 17
		SP:Iteration 26Q (139504.570000 sec): 3 clusters
  Score: Raw -1608031.529795 + Penalty 3074.502926 = -1604957.026870
  nChanged 20
		SP:Iteration 27Q (139504.820000 sec): 3 clusters
  Score: Raw -1608034.781687 + Penalty 3074.502926 = -1604960.278762
  nChanged 14
		SP:Iteration 28Q (139505.030000 sec): 3 clusters
  Score: Raw -1608037.165112 + Penalty 3074.502926 = -1604962.662186
  nChanged 14
		SP:Iteration 29Q (139505.310000 sec): 3 clusters
  Score: Raw -1608039.633395 + Penalty 3074.502926 = -1604965.130470
  nChanged 12
		SP:Iteration 30Q (139505.580000 sec): 3 clusters
  Score: Raw -1608041.556833 + Penalty 3074.502926 = -1604967.053907
  nChanged 10
		SP:Iteration 31Q (139505.870000 sec): 3 clusters
  Score: Raw -1608042.941931 + Penalty 3074.502926 = -1604968.439005
  nChanged 9
		SP:Iteration 32Q (139506.160000 sec): 3 clusters
  Score: Raw -1608043.879081 + Penalty 3074.502926 = -1604969.376155
  nChanged 6
		SP:Iteration 33Q (139506.450000 sec): 3 clusters
  Score: Raw -1608044.436379 + Penalty 3074.502926 = -1604969.933453
  nChanged 2
		SP:Iteration 34Q (139506.720000 sec): 3 clusters
  Score: Raw -1608044.709849 + Penalty 3074.502926 = -1604970.206923
  nChanged 3
		SP:Iteration 35Q (139506.990000 sec): 3 clusters
  Score: Raw -1608045.022451 + Penalty 3074.502926 = -1604970.519526
  nChanged 3
		SP:Iteration 36Q (139507.270000 sec): 3 clusters
  Score: Raw -1608045.313115 + Penalty 3074.502926 = -1604970.810189
  nChanged 3
		SP:Iteration 37Q (139507.600000 sec): 3 clusters
  Score: Raw -1608045.882735 + Penalty 3074.502926 = -1604971.379809
  nChanged 4
		SP:Iteration 38Q (139507.840000 sec): 3 clusters
  Score: Raw -1608046.890328 + Penalty 3074.502926 = -1604972.387402
  nChanged 11
		SP:Iteration 39Q (139508.130000 sec): 3 clusters
  Score: Raw -1608049.048516 + Penalty 3074.502926 = -1604974.545590
  nChanged 11
		SP:Iteration 40F (139508.410000 sec): 3 clusters
  Score: Raw -1608051.301502 + Penalty 3074.502926 = -1604976.798576
  nChanged 11
		SP:Iteration 41Q (139508.700000 sec): 3 clusters
  Score: Raw -1608053.236020 + Penalty 3074.502926 = -1604978.733094
  nChanged 11
		SP:Iteration 42Q (139508.980000 sec): 3 clusters
  Score: Raw -1608055.233637 + Penalty 3074.502926 = -1604980.730711
  nChanged 15
		SP:Iteration 43Q (139509.280000 sec): 3 clusters
  Score: Raw -1608058.015350 + Penalty 3074.502926 = -1604983.512425
  nChanged 15
		SP:Iteration 44Q (139509.560000 sec): 3 clusters
  Score: Raw -1608060.333856 + Penalty 3074.502926 = -1604985.830930
  nChanged 8
		SP:Iteration 45Q (139509.860000 sec): 3 clusters
  Score: Raw -1608062.101663 + Penalty 3074.502926 = -1604987.598737
  nChanged 8
		SP:Iteration 46Q (139510.120000 sec): 3 clusters
  Score: Raw -1608063.411909 + Penalty 3074.502926 = -1604988.908983
  nChanged 7
		SP:Iteration 47Q (139510.410000 sec): 3 clusters
  Score: Raw -1608064.556243 + Penalty 3074.502926 = -1604990.053317
  nChanged 9
		SP:Iteration 48Q (139510.700000 sec): 3 clusters
  Score: Raw -1608066.286673 + Penalty 3074.502926 = -1604991.783748
  nChanged 11
		SP:Iteration 49Q (139510.990000 sec): 3 clusters
  Score: Raw -1608068.416997 + Penalty 3074.502926 = -1604993.914071
  nChanged 8
		SP:Iteration 50Q (139511.230000 sec): 3 clusters
  Score: Raw -1608069.813134 + Penalty 3074.502926 = -1604995.310208
  nChanged 10
		SP:Iteration 51Q (139511.530000 sec): 3 clusters
  Score: Raw -1608071.649423 + Penalty 3074.502926 = -1604997.146497
  nChanged 10
		SP:Iteration 52Q (139511.830000 sec): 3 clusters
  Score: Raw -1608073.076372 + Penalty 3074.502926 = -1604998.573446
  nChanged 4
		SP:Iteration 53Q (139512.120000 sec): 3 clusters
  Score: Raw -1608073.379125 + Penalty 3074.502926 = -1604998.876199
  nChanged 3
		SP:Iteration 54Q (139512.410000 sec): 3 clusters
  Score: Raw -1608073.941719 + Penalty 3074.502926 = -1604999.438793
  nChanged 3
		SP:Iteration 55Q (139512.700000 sec): 3 clusters
  Score: Raw -1608074.493687 + Penalty 3074.502926 = -1604999.990762
  nChanged 3
		SP:Iteration 56Q (139512.990000 sec): 3 clusters
  Score: Raw -1608074.906866 + Penalty 3074.502926 = -1605000.403940
  nChanged 4
		SP:Iteration 57Q (139513.270000 sec): 3 clusters
  Score: Raw -1608075.380796 + Penalty 3074.502926 = -1605000.877870
  nChanged 0
		SP:Iteration 58F (139513.560000 sec): 3 clusters
  Score: Raw -1608075.380796 + Penalty 3074.502926 = -1605000.877870
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 77 (168 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (139513.650000 sec): 2 clusters
  Score: Raw -9925.884633 + Penalty 832.644147 = -9093.240487
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (139513.660000 sec): 3 clusters
  Score: Raw -10238.088038 + Penalty 1665.288293 = -8572.799745
  nChanged 30
		SP:Iteration 1F (139513.670000 sec): 3 clusters
  Score: Raw -10370.575430 + Penalty 1665.288293 = -8705.287137
  nChanged 11
		SP:Iteration 2F (139513.670000 sec): 3 clusters
  Score: Raw -10436.441507 + Penalty 1665.288293 = -8771.153214
  nChanged 3
		SP:Iteration 3Q (139513.670000 sec): 3 clusters
  Score: Raw -10452.504939 + Penalty 1665.288293 = -8787.216646
  nChanged 1
		SP:Iteration 4Q (139513.680000 sec): 3 clusters
  Score: Raw -10457.111211 + Penalty 1665.288293 = -8791.822918
  nChanged 0
		SP:Iteration 5F (139513.680000 sec): 3 clusters
  Score: Raw -10457.111211 + Penalty 1665.288293 = -8791.822918
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 78 (1004 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (139513.730000 sec): 2 clusters
  Score: Raw -124457.411524 + Penalty 1123.158936 = -123334.252587
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (139513.760000 sec): 3 clusters
  Score: Raw -124137.551909 + Penalty 2246.317873 = -121891.234037
  nChanged 291
		SP:Iteration 1F (139513.780000 sec): 3 clusters
  Score: Raw -124384.786250 + Penalty 2246.317873 = -122138.468377
  nChanged 69
		SP:Iteration 2F (139513.810000 sec): 3 clusters
  Score: Raw -124449.842957 + Penalty 2246.317873 = -122203.525084
  nChanged 30
		SP:Iteration 3Q (139513.830000 sec): 3 clusters
  Score: Raw -124484.971987 + Penalty 2246.317873 = -122238.654114
  nChanged 25
		SP:Iteration 4Q (139513.860000 sec): 3 clusters
  Score: Raw -124510.257675 + Penalty 2246.317873 = -122263.939803
  nChanged 17
		SP:Iteration 5Q (139513.880000 sec): 3 clusters
  Score: Raw -124528.042347 + Penalty 2246.317873 = -122281.724474
  nChanged 19
		SP:Iteration 6Q (139513.910000 sec): 3 clusters
  Score: Raw -124547.199760 + Penalty 2246.317873 = -122300.881888
  nChanged 17
		SP:Iteration 7Q (139513.930000 sec): 3 clusters
  Score: Raw -124563.069226 + Penalty 2246.317873 = -122316.751354
  nChanged 4
		SP:Iteration 8Q (139513.950000 sec): 3 clusters
  Score: Raw -124565.439841 + Penalty 2246.317873 = -122319.121969
  nChanged 7
		SP:Iteration 9Q (139513.980000 sec): 3 clusters
  Score: Raw -124571.458192 + Penalty 2246.317873 = -122325.140320
  nChanged 5
		SP:Iteration 10Q (139514.010000 sec): 3 clusters
  Score: Raw -124574.239632 + Penalty 2246.317873 = -122327.921760
  nChanged 1
		SP:Iteration 11Q (139514.030000 sec): 3 clusters
  Score: Raw -124575.870988 + Penalty 2246.317873 = -122329.553115
  nChanged 1
		SP:Iteration 12Q (139514.050000 sec): 3 clusters
  Score: Raw -124576.596973 + Penalty 2246.317873 = -122330.279100
  nChanged 0
		SP:Iteration 13F (139514.080000 sec): 3 clusters
  Score: Raw -124576.596973 + Penalty 2246.317873 = -122330.279100
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 79 (390 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (139514.110000 sec): 2 clusters
  Score: Raw -55169.208503 + Penalty 969.498845 = -54199.709658
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (139514.130000 sec): 3 clusters
  Score: Raw -55181.608461 + Penalty 1938.997690 = -53242.610771
  nChanged 74
		SP:Iteration 1F (139514.140000 sec): 3 clusters
  Score: Raw -55323.339029 + Penalty 1938.997690 = -53384.341339
  nChanged 16
		SP:Iteration 2Q (139514.150000 sec): 3 clusters
  Score: Raw -55347.239439 + Penalty 1938.997690 = -53408.241749
  nChanged 7
		SP:Iteration 3Q (139514.160000 sec): 3 clusters
  Score: Raw -55359.006412 + Penalty 1938.997690 = -53420.008721
  nChanged 6
		SP:Iteration 4Q (139514.170000 sec): 3 clusters
  Score: Raw -55368.361535 + Penalty 1938.997690 = -53429.363845
  nChanged 4
		SP:Iteration 5Q (139514.180000 sec): 3 clusters
  Score: Raw -55372.159640 + Penalty 1938.997690 = -53433.161950
  nChanged 2
		SP:Iteration 6Q (139514.190000 sec): 3 clusters
  Score: Raw -55376.492341 + Penalty 1938.997690 = -53437.494651
  nChanged 3
		SP:Iteration 7Q (139514.190000 sec): 3 clusters
  Score: Raw -55381.700234 + Penalty 1938.997690 = -53442.702544
  nChanged 6
		SP:Iteration 8Q (139514.210000 sec): 3 clusters
  Score: Raw -55392.314263 + Penalty 1938.997690 = -53453.316573
  nChanged 6
		SP:Iteration 9Q (139514.210000 sec): 3 clusters
  Score: Raw -55405.730473 + Penalty 1938.997690 = -53466.732783
  nChanged 6
		SP:Iteration 10Q (139514.220000 sec): 3 clusters
  Score: Raw -55415.804088 + Penalty 1938.997690 = -53476.806398
  nChanged 2
		SP:Iteration 11Q (139514.230000 sec): 3 clusters
  Score: Raw -55417.242298 + Penalty 1938.997690 = -53478.244608
  nChanged 0
		SP:Iteration 12F (139514.240000 sec): 3 clusters
  Score: Raw -55417.242298 + Penalty 1938.997690 = -53478.244608
  nChanged 0
Deleting Class 33 (111 points): Lose 1788.162526 but Gain 2224.536093
Iteration 579Q (139680.500000 sec): 80 clusters
  Score: Raw -104769527.126973 + Penalty 175738.351369 = -104593788.775604
  nChanged 161
Iteration 580F (139912.570000 sec): 80 clusters
  Score: Raw -104770222.746356 + Penalty 175738.351369 = -104594484.394987
  nChanged 88
Iteration 581Q (140076.610000 sec): 80 clusters
  Score: Raw -104770335.278788 + Penalty 175738.351369 = -104594596.927419
  nChanged 67
Iteration 582Q (140241.290000 sec): 80 clusters
  Score: Raw -104770368.436474 + Penalty 175738.351369 = -104594630.085105
  nChanged 69
Iteration 583Q (140403.810000 sec): 80 clusters
  Score: Raw -104770384.188886 + Penalty 175738.351369 = -104594645.837517
  nChanged 50
Iteration 584Q (140568.480000 sec): 80 clusters
  Score: Raw -104770397.719403 + Penalty 175738.351369 = -104594659.368034
  nChanged 39
Iteration 585Q (140733.360000 sec): 80 clusters
  Score: Raw -104770402.429852 + Penalty 175738.351369 = -104594664.078483
  nChanged 40
Iteration 586Q (140898.790000 sec): 80 clusters
  Score: Raw -104770404.471162 + Penalty 175738.351369 = -104594666.119793
  nChanged 47
Iteration 587Q (141064.880000 sec): 80 clusters
  Score: Raw -104770405.746423 + Penalty 175738.351369 = -104594667.395054
  nChanged 44
Iteration 588Q (141231.270000 sec): 80 clusters
  Score: Raw -104770406.916344 + Penalty 175738.351369 = -104594668.564975
  nChanged 35
Iteration 589Q (141396.680000 sec): 80 clusters
  Score: Raw -104770407.932224 + Penalty 175738.351369 = -104594669.580855
  nChanged 44
Iteration 590Q (141560.160000 sec): 80 clusters
  Score: Raw -104770408.953756 + Penalty 175738.351369 = -104594670.602387
  nChanged 36
Iteration 591Q (141725.790000 sec): 80 clusters
  Score: Raw -104770409.888037 + Penalty 175738.351369 = -104594671.536668
  nChanged 38
Iteration 592Q (141892.340000 sec): 80 clusters
  Score: Raw -104770410.854524 + Penalty 175738.351369 = -104594672.503155
  nChanged 31
Iteration 593Q (142056.750000 sec): 80 clusters
  Score: Raw -104770411.886470 + Penalty 175738.351369 = -104594673.535101
  nChanged 35
Iteration 594Q (142220.610000 sec): 80 clusters
  Score: Raw -104770412.605568 + Penalty 175738.351369 = -104594674.254199
  nChanged 32
Iteration 595Q (142383.230000 sec): 80 clusters
  Score: Raw -104770413.331398 + Penalty 175738.351369 = -104594674.980029
  nChanged 33
Iteration 596Q (142548.080000 sec): 80 clusters
  Score: Raw -104770414.058564 + Penalty 175738.351369 = -104594675.707195
  nChanged 22
Iteration 597Q (142713.410000 sec): 80 clusters
  Score: Raw -104770414.548690 + Penalty 175738.351369 = -104594676.197321
  nChanged 18
Iteration 598Q (142878.900000 sec): 80 clusters
  Score: Raw -104770414.867368 + Penalty 175738.351369 = -104594676.515999
  nChanged 7
Iteration 599Q (143045.270000 sec): 80 clusters
  Score: Raw -104770415.136735 + Penalty 175738.351369 = -104594676.785366
  nChanged 6
Iteration 600F (143268.550000 sec): 80 clusters
  Score: Raw -104770417.805399 + Penalty 175738.351369 = -104594679.454030
  nChanged 7
Iteration 601Q (143432.390000 sec): 80 clusters
  Score: Raw -104770431.862867 + Penalty 175738.351369 = -104594693.511498
  nChanged 5
Iteration 602Q (143596.190000 sec): 80 clusters
  Score: Raw -104770436.679230 + Penalty 175738.351369 = -104594698.327861
  nChanged 1
Iteration 603Q (143762.150000 sec): 80 clusters
  Score: Raw -104770436.683623 + Penalty 175738.351369 = -104594698.332254
  nChanged 0
Iteration 604F (143994.640000 sec): 80 clusters
  Score: Raw -104770436.683623 + Penalty 175738.351369 = -104594698.332254
  nChanged 0
Compute initial score before splitting:   Score: Raw -104770436.683623 + Penalty 175738.351369 = -104594698.332254
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 1 (401 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (143994.690000 sec): 2 clusters
  Score: Raw -37558.849513 + Penalty 974.018732 = -36584.830781
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (143994.860000 sec): 3 clusters
  Score: Raw -37617.319173 + Penalty 1948.037464 = -35669.281709
  nChanged 92
		SP:Iteration 1F (143995.040000 sec): 3 clusters
  Score: Raw -37873.210707 + Penalty 1948.037464 = -35925.173243
  nChanged 34
		SP:Iteration 2F (143995.220000 sec): 3 clusters
  Score: Raw -38030.923154 + Penalty 1948.037464 = -36082.885690
  nChanged 22
		SP:Iteration 3F (143995.390000 sec): 3 clusters
  Score: Raw -38173.610593 + Penalty 1948.037464 = -36225.573129
  nChanged 19
		SP:Iteration 4Q (143995.570000 sec): 3 clusters
  Score: Raw -38232.524545 + Penalty 1948.037464 = -36284.487081
  nChanged 12
		SP:Iteration 5Q (143995.740000 sec): 3 clusters
  Score: Raw -38287.107072 + Penalty 1948.037464 = -36339.069608
  nChanged 3
		SP:Iteration 6Q (143995.920000 sec): 3 clusters
  Score: Raw -38295.119485 + Penalty 1948.037464 = -36347.082021
  nChanged 1
		SP:Iteration 7Q (143996.100000 sec): 3 clusters
  Score: Raw -38299.120169 + Penalty 1948.037464 = -36351.082705
  nChanged 1
		SP:Iteration 8Q (143996.270000 sec): 3 clusters
  Score: Raw -38307.832341 + Penalty 1948.037464 = -36359.794877
  nChanged 1
		SP:Iteration 9Q (143996.450000 sec): 3 clusters
  Score: Raw -38308.247805 + Penalty 1948.037464 = -36360.210341
  nChanged 0
		SP:Iteration 10F (143996.620000 sec): 3 clusters
  Score: Raw -38308.247805 + Penalty 1948.037464 = -36360.210341
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 2 (29005 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (143996.880000 sec): 2 clusters
  Score: Raw -3554697.114171 + Penalty 1669.723820 = -3553027.390351
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (143997.300000 sec): 3 clusters
  Score: Raw -3536830.532908 + Penalty 3339.447640 = -3533491.085268
  nChanged 13282
		SP:Iteration 1F (143997.720000 sec): 3 clusters
  Score: Raw -3544177.411570 + Penalty 3339.447640 = -3540837.963930
  nChanged 1247
		SP:Iteration 2Q (143998.140000 sec): 3 clusters
  Score: Raw -3544567.369777 + Penalty 3339.447640 = -3541227.922137
  nChanged 1224
		SP:Iteration 3Q (143998.510000 sec): 3 clusters
  Score: Raw -3544981.997208 + Penalty 3339.447640 = -3541642.549568
  nChanged 1228
		SP:Iteration 4Q (143998.930000 sec): 3 clusters
  Score: Raw -3545451.543225 + Penalty 3339.447640 = -3542112.095585
  nChanged 1271
		SP:Iteration 5Q (143999.350000 sec): 3 clusters
  Score: Raw -3545951.926182 + Penalty 3339.447640 = -3542612.478542
  nChanged 1325
		SP:Iteration 6Q (143999.770000 sec): 3 clusters
  Score: Raw -3546557.242634 + Penalty 3339.447640 = -3543217.794994
  nChanged 1481
		SP:Iteration 7F (144000.190000 sec): 3 clusters
  Score: Raw -3547355.225610 + Penalty 3339.447640 = -3544015.777970
  nChanged 1585
		SP:Iteration 8F (144000.570000 sec): 3 clusters
  Score: Raw -3548330.332440 + Penalty 3339.447640 = -3544990.884800
  nChanged 1551
		SP:Iteration 9F (144000.990000 sec): 3 clusters
  Score: Raw -3549382.478608 + Penalty 3339.447640 = -3546043.030968
  nChanged 1445
		SP:Iteration 10Q (144001.370000 sec): 3 clusters
  Score: Raw -3550446.912455 + Penalty 3339.447640 = -3547107.464815
  nChanged 1261
		SP:Iteration 11Q (144001.780000 sec): 3 clusters
  Score: Raw -3551323.523358 + Penalty 3339.447640 = -3547984.075718
  nChanged 1009
		SP:Iteration 12Q (144002.170000 sec): 3 clusters
  Score: Raw -3552021.667180 + Penalty 3339.447640 = -3548682.219540
  nChanged 775
		SP:Iteration 13Q (144002.550000 sec): 3 clusters
  Score: Raw -3552558.024663 + Penalty 3339.447640 = -3549218.577023
  nChanged 692
		SP:Iteration 14Q (144002.930000 sec): 3 clusters
  Score: Raw -3553029.990811 + Penalty 3339.447640 = -3549690.543171
  nChanged 545
		SP:Iteration 15Q (144003.270000 sec): 3 clusters
  Score: Raw -3553392.404467 + Penalty 3339.447640 = -3550052.956827
  nChanged 435
		SP:Iteration 16Q (144003.600000 sec): 3 clusters
  Score: Raw -3553666.526518 + Penalty 3339.447640 = -3550327.078878
  nChanged 371
		SP:Iteration 17Q (144003.930000 sec): 3 clusters
  Score: Raw -3553917.711240 + Penalty 3339.447640 = -3550578.263600
  nChanged 316
		SP:Iteration 18Q (144004.270000 sec): 3 clusters
  Score: Raw -3554123.337919 + Penalty 3339.447640 = -3550783.890279
  nChanged 267
		SP:Iteration 19Q (144004.610000 sec): 3 clusters
  Score: Raw -3554288.560779 + Penalty 3339.447640 = -3550949.113139
  nChanged 201
		SP:Iteration 20F (144004.990000 sec): 3 clusters
  Score: Raw -3554420.592655 + Penalty 3339.447640 = -3551081.145015
  nChanged 166
		SP:Iteration 21Q (144005.350000 sec): 3 clusters
  Score: Raw -3554524.196799 + Penalty 3339.447640 = -3551184.749159
  nChanged 139
		SP:Iteration 22Q (144005.750000 sec): 3 clusters
  Score: Raw -3554608.563677 + Penalty 3339.447640 = -3551269.116037
  nChanged 113
		SP:Iteration 23Q (144006.130000 sec): 3 clusters
  Score: Raw -3554673.907706 + Penalty 3339.447640 = -3551334.460066
  nChanged 108
		SP:Iteration 24Q (144006.560000 sec): 3 clusters
  Score: Raw -3554733.414848 + Penalty 3339.447640 = -3551393.967208
  nChanged 65
		SP:Iteration 25Q (144006.930000 sec): 3 clusters
  Score: Raw -3554768.027436 + Penalty 3339.447640 = -3551428.579796
  nChanged 42
		SP:Iteration 26Q (144007.310000 sec): 3 clusters
  Score: Raw -3554789.587027 + Penalty 3339.447640 = -3551450.139387
  nChanged 29
		SP:Iteration 27Q (144007.700000 sec): 3 clusters
  Score: Raw -3554799.574855 + Penalty 3339.447640 = -3551460.127215
  nChanged 21
		SP:Iteration 28Q (144008.080000 sec): 3 clusters
  Score: Raw -3554807.365739 + Penalty 3339.447640 = -3551467.918099
  nChanged 18
		SP:Iteration 29Q (144008.460000 sec): 3 clusters
  Score: Raw -3554815.562779 + Penalty 3339.447640 = -3551476.115139
  nChanged 13
		SP:Iteration 30Q (144008.790000 sec): 3 clusters
  Score: Raw -3554821.039879 + Penalty 3339.447640 = -3551481.592239
  nChanged 12
		SP:Iteration 31Q (144009.180000 sec): 3 clusters
  Score: Raw -3554826.068387 + Penalty 3339.447640 = -3551486.620747
  nChanged 11
		SP:Iteration 32Q (144009.520000 sec): 3 clusters
  Score: Raw -3554832.361212 + Penalty 3339.447640 = -3551492.913572
  nChanged 14
		SP:Iteration 33Q (144009.860000 sec): 3 clusters
  Score: Raw -3554838.494170 + Penalty 3339.447640 = -3551499.046530
  nChanged 16
		SP:Iteration 34Q (144010.180000 sec): 3 clusters
  Score: Raw -3554846.157270 + Penalty 3339.447640 = -3551506.709630
  nChanged 13
		SP:Iteration 35Q (144010.520000 sec): 3 clusters
  Score: Raw -3554852.968904 + Penalty 3339.447640 = -3551513.521264
  nChanged 8
		SP:Iteration 36Q (144010.870000 sec): 3 clusters
  Score: Raw -3554855.929635 + Penalty 3339.447640 = -3551516.481995
  nChanged 6
		SP:Iteration 37Q (144011.180000 sec): 3 clusters
  Score: Raw -3554858.578809 + Penalty 3339.447640 = -3551519.131169
  nChanged 5
		SP:Iteration 38Q (144011.610000 sec): 3 clusters
  Score: Raw -3554861.222827 + Penalty 3339.447640 = -3551521.775187
  nChanged 6
		SP:Iteration 39Q (144012.020000 sec): 3 clusters
  Score: Raw -3554863.880113 + Penalty 3339.447640 = -3551524.432473
  nChanged 1
		SP:Iteration 40F (144012.400000 sec): 3 clusters
  Score: Raw -3554864.196060 + Penalty 3339.447640 = -3551524.748420
  nChanged 1
		SP:Iteration 41Q (144012.760000 sec): 3 clusters
  Score: Raw -3554865.017024 + Penalty 3339.447640 = -3551525.569384
  nChanged 2
		SP:Iteration 42Q (144013.040000 sec): 3 clusters
  Score: Raw -3554866.118823 + Penalty 3339.447640 = -3551526.671183
  nChanged 2
		SP:Iteration 43Q (144013.420000 sec): 3 clusters
  Score: Raw -3554867.271629 + Penalty 3339.447640 = -3551527.823989
  nChanged 6
		SP:Iteration 44Q (144013.790000 sec): 3 clusters
  Score: Raw -3554870.534901 + Penalty 3339.447640 = -3551531.087261
  nChanged 6
		SP:Iteration 45Q (144014.170000 sec): 3 clusters
  Score: Raw -3554874.262652 + Penalty 3339.447640 = -3551534.815012
  nChanged 7
		SP:Iteration 46Q (144014.580000 sec): 3 clusters
  Score: Raw -3554877.561468 + Penalty 3339.447640 = -3551538.113828
  nChanged 5
		SP:Iteration 47Q (144014.950000 sec): 3 clusters
  Score: Raw -3554878.243418 + Penalty 3339.447640 = -3551538.795778
  nChanged 2
		SP:Iteration 48Q (144015.330000 sec): 3 clusters
  Score: Raw -3554878.790444 + Penalty 3339.447640 = -3551539.342804
  nChanged 0
		SP:Iteration 49F (144015.720000 sec): 3 clusters
  Score: Raw -3554878.790444 + Penalty 3339.447640 = -3551539.342804
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 3 (5570 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (144015.830000 sec): 2 clusters
  Score: Raw -681034.243960 + Penalty 1401.586929 = -679632.657031
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (144016.000000 sec): 3 clusters
  Score: Raw -678100.373771 + Penalty 2803.173858 = -675297.199913
  nChanged 2242
		SP:Iteration 1F (144016.220000 sec): 3 clusters
  Score: Raw -679332.539497 + Penalty 2803.173858 = -676529.365639
  nChanged 367
		SP:Iteration 2F (144016.350000 sec): 3 clusters
  Score: Raw -679508.578218 + Penalty 2803.173858 = -676705.404360
  nChanged 278
		SP:Iteration 3Q (144016.530000 sec): 3 clusters
  Score: Raw -679625.918560 + Penalty 2803.173858 = -676822.744701
  nChanged 215
		SP:Iteration 4Q (144016.700000 sec): 3 clusters
  Score: Raw -679714.932588 + Penalty 2803.173858 = -676911.758729
  nChanged 186
		SP:Iteration 5Q (144016.870000 sec): 3 clusters
  Score: Raw -679815.039068 + Penalty 2803.173858 = -677011.865210
  nChanged 209
		SP:Iteration 6Q (144017.040000 sec): 3 clusters
  Score: Raw -679925.424281 + Penalty 2803.173858 = -677122.250423
  nChanged 205
		SP:Iteration 7Q (144017.210000 sec): 3 clusters
  Score: Raw -680032.948651 + Penalty 2803.173858 = -677229.774793
  nChanged 203
		SP:Iteration 8Q (144017.380000 sec): 3 clusters
  Score: Raw -680148.479000 + Penalty 2803.173858 = -677345.305142
  nChanged 221
		SP:Iteration 9Q (144017.550000 sec): 3 clusters
  Score: Raw -680287.003521 + Penalty 2803.173858 = -677483.829663
  nChanged 231
		SP:Iteration 10Q (144017.720000 sec): 3 clusters
  Score: Raw -680455.595872 + Penalty 2803.173858 = -677652.422014
  nChanged 237
		SP:Iteration 11Q (144017.890000 sec): 3 clusters
  Score: Raw -680637.762889 + Penalty 2803.173858 = -677834.589031
  nChanged 211
		SP:Iteration 12Q (144018.060000 sec): 3 clusters
  Score: Raw -680812.042478 + Penalty 2803.173858 = -678008.868620
  nChanged 166
		SP:Iteration 13Q (144018.230000 sec): 3 clusters
  Score: Raw -680948.569934 + Penalty 2803.173858 = -678145.396075
  nChanged 133
		SP:Iteration 14Q (144018.400000 sec): 3 clusters
  Score: Raw -681087.243272 + Penalty 2803.173858 = -678284.069414
  nChanged 107
		SP:Iteration 15Q (144018.600000 sec): 3 clusters
  Score: Raw -681222.003872 + Penalty 2803.173858 = -678418.830014
  nChanged 107
		SP:Iteration 16Q (144018.770000 sec): 3 clusters
  Score: Raw -681381.216633 + Penalty 2803.173858 = -678578.042775
  nChanged 93
		SP:Iteration 17Q (144018.940000 sec): 3 clusters
  Score: Raw -681535.864822 + Penalty 2803.173858 = -678732.690964
  nChanged 74
		SP:Iteration 18Q (144019.110000 sec): 3 clusters
  Score: Raw -681631.886697 + Penalty 2803.173858 = -678828.712839
  nChanged 54
		SP:Iteration 19Q (144019.280000 sec): 3 clusters
  Score: Raw -681692.195438 + Penalty 2803.173858 = -678889.021580
  nChanged 45
		SP:Iteration 20F (144019.450000 sec): 3 clusters
  Score: Raw -681734.902435 + Penalty 2803.173858 = -678931.728577
  nChanged 32
		SP:Iteration 21Q (144019.620000 sec): 3 clusters
  Score: Raw -681770.603006 + Penalty 2803.173858 = -678967.429148
  nChanged 28
		SP:Iteration 22Q (144019.790000 sec): 3 clusters
  Score: Raw -681793.234808 + Penalty 2803.173858 = -678990.060950
  nChanged 15
		SP:Iteration 23Q (144019.960000 sec): 3 clusters
  Score: Raw -681801.392398 + Penalty 2803.173858 = -678998.218539
  nChanged 7
		SP:Iteration 24Q (144020.140000 sec): 3 clusters
  Score: Raw -681806.459099 + Penalty 2803.173858 = -679003.285240
  nChanged 4
		SP:Iteration 25Q (144020.300000 sec): 3 clusters
  Score: Raw -681807.937851 + Penalty 2803.173858 = -679004.763993
  nChanged 3
		SP:Iteration 26Q (144020.460000 sec): 3 clusters
  Score: Raw -681809.372579 + Penalty 2803.173858 = -679006.198721
  nChanged 1
		SP:Iteration 27Q (144020.550000 sec): 3 clusters
  Score: Raw -681809.667449 + Penalty 2803.173858 = -679006.493591
  nChanged 0
		SP:Iteration 28F (144020.740000 sec): 3 clusters
  Score: Raw -681809.667449 + Penalty 2803.173858 = -679006.493591
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 4 (9277 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (144020.840000 sec): 2 clusters
  Score: Raw -1161757.098171 + Penalty 1484.485193 = -1160272.612978
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (144021.040000 sec): 3 clusters
  Score: Raw -1156533.138481 + Penalty 2968.970387 = -1153564.168094
  nChanged 4028
		SP:Iteration 1F (144021.230000 sec): 3 clusters
  Score: Raw -1158692.899419 + Penalty 2968.970387 = -1155723.929032
  nChanged 521
		SP:Iteration 2F (144021.420000 sec): 3 clusters
  Score: Raw -1158907.164165 + Penalty 2968.970387 = -1155938.193778
  nChanged 444
		SP:Iteration 3Q (144021.610000 sec): 3 clusters
  Score: Raw -1159064.054232 + Penalty 2968.970387 = -1156095.083845
  nChanged 350
		SP:Iteration 4Q (144021.800000 sec): 3 clusters
  Score: Raw -1159187.033511 + Penalty 2968.970387 = -1156218.063124
  nChanged 311
		SP:Iteration 5Q (144021.990000 sec): 3 clusters
  Score: Raw -1159314.233428 + Penalty 2968.970387 = -1156345.263041
  nChanged 291
		SP:Iteration 6Q (144022.180000 sec): 3 clusters
  Score: Raw -1159434.509528 + Penalty 2968.970387 = -1156465.539141
  nChanged 317
		SP:Iteration 7Q (144022.370000 sec): 3 clusters
  Score: Raw -1159567.084673 + Penalty 2968.970387 = -1156598.114286
  nChanged 317
		SP:Iteration 8Q (144022.560000 sec): 3 clusters
  Score: Raw -1159730.998792 + Penalty 2968.970387 = -1156762.028405
  nChanged 321
		SP:Iteration 9Q (144022.750000 sec): 3 clusters
  Score: Raw -1159919.759808 + Penalty 2968.970387 = -1156950.789421
  nChanged 350
		SP:Iteration 10Q (144022.940000 sec): 3 clusters
  Score: Raw -1160163.434283 + Penalty 2968.970387 = -1157194.463896
  nChanged 390
		SP:Iteration 11Q (144023.130000 sec): 3 clusters
  Score: Raw -1160448.859741 + Penalty 2968.970387 = -1157479.889354
  nChanged 404
		SP:Iteration 12Q (144023.320000 sec): 3 clusters
  Score: Raw -1160703.523211 + Penalty 2968.970387 = -1157734.552825
  nChanged 365
		SP:Iteration 13Q (144023.510000 sec): 3 clusters
  Score: Raw -1160896.296989 + Penalty 2968.970387 = -1157927.326602
  nChanged 320
		SP:Iteration 14Q (144023.700000 sec): 3 clusters
  Score: Raw -1161057.082754 + Penalty 2968.970387 = -1158088.112367
  nChanged 282
		SP:Iteration 15Q (144023.890000 sec): 3 clusters
  Score: Raw -1161177.697739 + Penalty 2968.970387 = -1158208.727352
  nChanged 250
		SP:Iteration 16Q (144024.080000 sec): 3 clusters
  Score: Raw -1161273.923345 + Penalty 2968.970387 = -1158304.952958
  nChanged 208
		SP:Iteration 17Q (144024.270000 sec): 3 clusters
  Score: Raw -1161345.469904 + Penalty 2968.970387 = -1158376.499517
  nChanged 191
		SP:Iteration 18Q (144024.460000 sec): 3 clusters
  Score: Raw -1161407.146758 + Penalty 2968.970387 = -1158438.176372
  nChanged 155
		SP:Iteration 19Q (144024.650000 sec): 3 clusters
  Score: Raw -1161453.828750 + Penalty 2968.970387 = -1158484.858363
  nChanged 125
		SP:Iteration 20F (144024.840000 sec): 3 clusters
  Score: Raw -1161489.024588 + Penalty 2968.970387 = -1158520.054201
  nChanged 96
		SP:Iteration 21Q (144025.030000 sec): 3 clusters
  Score: Raw -1161511.624995 + Penalty 2968.970387 = -1158542.654608
  nChanged 81
		SP:Iteration 22Q (144025.220000 sec): 3 clusters
  Score: Raw -1161528.415219 + Penalty 2968.970387 = -1158559.444832
  nChanged 75
		SP:Iteration 23Q (144025.410000 sec): 3 clusters
  Score: Raw -1161545.547433 + Penalty 2968.970387 = -1158576.577046
  nChanged 66
		SP:Iteration 24Q (144025.600000 sec): 3 clusters
  Score: Raw -1161559.313026 + Penalty 2968.970387 = -1158590.342640
  nChanged 58
		SP:Iteration 25Q (144025.800000 sec): 3 clusters
  Score: Raw -1161569.665217 + Penalty 2968.970387 = -1158600.694831
  nChanged 42
		SP:Iteration 26Q (144025.980000 sec): 3 clusters
  Score: Raw -1161577.499749 + Penalty 2968.970387 = -1158608.529363
  nChanged 37
		SP:Iteration 27Q (144026.170000 sec): 3 clusters
  Score: Raw -1161583.959662 + Penalty 2968.970387 = -1158614.989276
  nChanged 26
		SP:Iteration 28Q (144026.370000 sec): 3 clusters
  Score: Raw -1161587.445849 + Penalty 2968.970387 = -1158618.475463
  nChanged 16
		SP:Iteration 29Q (144026.560000 sec): 3 clusters
  Score: Raw -1161589.737668 + Penalty 2968.970387 = -1158620.767281
  nChanged 17
		SP:Iteration 30Q (144026.740000 sec): 3 clusters
  Score: Raw -1161591.957508 + Penalty 2968.970387 = -1158622.987121
  nChanged 15
		SP:Iteration 31Q (144026.930000 sec): 3 clusters
  Score: Raw -1161594.103634 + Penalty 2968.970387 = -1158625.133247
  nChanged 9
		SP:Iteration 32Q (144027.120000 sec): 3 clusters
  Score: Raw -1161595.179425 + Penalty 2968.970387 = -1158626.209038
  nChanged 9
		SP:Iteration 33Q (144027.300000 sec): 3 clusters
  Score: Raw -1161596.473550 + Penalty 2968.970387 = -1158627.503163
  nChanged 7
		SP:Iteration 34Q (144027.500000 sec): 3 clusters
  Score: Raw -1161597.271818 + Penalty 2968.970387 = -1158628.301432
  nChanged 6
		SP:Iteration 35Q (144027.680000 sec): 3 clusters
  Score: Raw -1161597.886277 + Penalty 2968.970387 = -1158628.915890
  nChanged 5
		SP:Iteration 36Q (144027.880000 sec): 3 clusters
  Score: Raw -1161598.295588 + Penalty 2968.970387 = -1158629.325201
  nChanged 3
		SP:Iteration 37Q (144028.070000 sec): 3 clusters
  Score: Raw -1161598.587856 + Penalty 2968.970387 = -1158629.617470
  nChanged 2
		SP:Iteration 38Q (144028.260000 sec): 3 clusters
  Score: Raw -1161598.858671 + Penalty 2968.970387 = -1158629.888284
  nChanged 3
		SP:Iteration 39Q (144028.480000 sec): 3 clusters
  Score: Raw -1161599.174118 + Penalty 2968.970387 = -1158630.203731
  nChanged 1
		SP:Iteration 40F (144028.670000 sec): 3 clusters
  Score: Raw -1161599.380998 + Penalty 2968.970387 = -1158630.410612
  nChanged 1
		SP:Iteration 41Q (144028.910000 sec): 3 clusters
  Score: Raw -1161599.449553 + Penalty 2968.970387 = -1158630.479166
  nChanged 1
		SP:Iteration 42Q (144029.090000 sec): 3 clusters
  Score: Raw -1161599.526675 + Penalty 2968.970387 = -1158630.556289
  nChanged 4
		SP:Iteration 43Q (144029.280000 sec): 3 clusters
  Score: Raw -1161599.851665 + Penalty 2968.970387 = -1158630.881278
  nChanged 2
		SP:Iteration 44Q (144029.460000 sec): 3 clusters
  Score: Raw -1161600.117948 + Penalty 2968.970387 = -1158631.147562
  nChanged 7
		SP:Iteration 45Q (144029.660000 sec): 3 clusters
  Score: Raw -1161601.196645 + Penalty 2968.970387 = -1158632.226259
  nChanged 4
		SP:Iteration 46Q (144029.840000 sec): 3 clusters
  Score: Raw -1161601.573768 + Penalty 2968.970387 = -1158632.603381
  nChanged 5
		SP:Iteration 47Q (144030.030000 sec): 3 clusters
  Score: Raw -1161602.162232 + Penalty 2968.970387 = -1158633.191845
  nChanged 5
		SP:Iteration 48Q (144030.220000 sec): 3 clusters
  Score: Raw -1161603.116105 + Penalty 2968.970387 = -1158634.145718
  nChanged 10
		SP:Iteration 49Q (144030.410000 sec): 3 clusters
  Score: Raw -1161604.125706 + Penalty 2968.970387 = -1158635.155319
  nChanged 5
		SP:Iteration 50Q (144030.600000 sec): 3 clusters
  Score: Raw -1161604.638557 + Penalty 2968.970387 = -1158635.668170
  nChanged 2
		SP:Iteration 51Q (144030.800000 sec): 3 clusters
  Score: Raw -1161604.863206 + Penalty 2968.970387 = -1158635.892819
  nChanged 3
		SP:Iteration 52Q (144030.980000 sec): 3 clusters
  Score: Raw -1161605.110140 + Penalty 2968.970387 = -1158636.139753
  nChanged 0
		SP:Iteration 53F (144031.170000 sec): 3 clusters
  Score: Raw -1161605.110140 + Penalty 2968.970387 = -1158636.139753
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 5 (186191 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (144032.160000 sec): 2 clusters
  Score: Raw -22421807.074156 + Penalty 1971.860850 = -22419835.213306
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (144033.680000 sec): 3 clusters
  Score: Raw -22298333.803658 + Penalty 3943.721700 = -22294390.081958
  nChanged 90224
		SP:Iteration 1F (144035.200000 sec): 3 clusters
  Score: Raw -22353174.079423 + Penalty 3943.721700 = -22349230.357723
  nChanged 6385
		SP:Iteration 2Q (144036.890000 sec): 3 clusters
  Score: Raw -22355120.780815 + Penalty 3943.721700 = -22351177.059115
  nChanged 7145
		SP:Iteration 3Q (144038.620000 sec): 3 clusters
  Score: Raw -22357734.050116 + Penalty 3943.721700 = -22353790.328416
  nChanged 8237
		SP:Iteration 4Q (144040.310000 sec): 3 clusters
  Score: Raw -22361403.425761 + Penalty 3943.721700 = -22357459.704061
  nChanged 9553
		SP:Iteration 5F (144041.880000 sec): 3 clusters
  Score: Raw -22366517.235475 + Penalty 3943.721700 = -22362573.513775
  nChanged 10740
		SP:Iteration 6F (144043.440000 sec): 3 clusters
  Score: Raw -22373332.062196 + Penalty 3943.721700 = -22369388.340496
  nChanged 11326
		SP:Iteration 7F (144044.930000 sec): 3 clusters
  Score: Raw -22380774.489466 + Penalty 3943.721700 = -22376830.767766
  nChanged 10067
		SP:Iteration 8F (144046.530000 sec): 3 clusters
  Score: Raw -22385874.072857 + Penalty 3943.721700 = -22381930.351157
  nChanged 7089
		SP:Iteration 9Q (144048.160000 sec): 3 clusters
  Score: Raw -22388000.547321 + Penalty 3943.721700 = -22384056.825621
  nChanged 4027
		SP:Iteration 10Q (144049.830000 sec): 3 clusters
  Score: Raw -22388641.525832 + Penalty 3943.721700 = -22384697.804132
  nChanged 2102
		SP:Iteration 11Q (144051.550000 sec): 3 clusters
  Score: Raw -22388842.329502 + Penalty 3943.721700 = -22384898.607802
  nChanged 1288
		SP:Iteration 12Q (144053.200000 sec): 3 clusters
  Score: Raw -22388946.037688 + Penalty 3943.721700 = -22385002.315988
  nChanged 1027
		SP:Iteration 13Q (144054.770000 sec): 3 clusters
  Score: Raw -22389033.035052 + Penalty 3943.721700 = -22385089.313352
  nChanged 952
		SP:Iteration 14Q (144056.410000 sec): 3 clusters
  Score: Raw -22389118.402979 + Penalty 3943.721700 = -22385174.681279
  nChanged 904
		SP:Iteration 15Q (144058.020000 sec): 3 clusters
  Score: Raw -22389194.456625 + Penalty 3943.721700 = -22385250.734925
  nChanged 854
		SP:Iteration 16Q (144059.700000 sec): 3 clusters
  Score: Raw -22389268.533878 + Penalty 3943.721700 = -22385324.812178
  nChanged 852
		SP:Iteration 17Q (144061.350000 sec): 3 clusters
  Score: Raw -22389340.191124 + Penalty 3943.721700 = -22385396.469424
  nChanged 930
		SP:Iteration 18Q (144063.050000 sec): 3 clusters
  Score: Raw -22389420.198138 + Penalty 3943.721700 = -22385476.476438
  nChanged 911
		SP:Iteration 19Q (144064.550000 sec): 3 clusters
  Score: Raw -22389495.309922 + Penalty 3943.721700 = -22385551.588222
  nChanged 867
		SP:Iteration 20F (144065.990000 sec): 3 clusters
  Score: Raw -22389563.146968 + Penalty 3943.721700 = -22385619.425268
  nChanged 819
		SP:Iteration 21Q (144067.550000 sec): 3 clusters
  Score: Raw -22389627.707594 + Penalty 3943.721700 = -22385683.985894
  nChanged 812
		SP:Iteration 22Q (144069.070000 sec): 3 clusters
  Score: Raw -22389692.699861 + Penalty 3943.721700 = -22385748.978161
  nChanged 833
		SP:Iteration 23Q (144070.710000 sec): 3 clusters
  Score: Raw -22389757.061581 + Penalty 3943.721700 = -22385813.339881
  nChanged 784
		SP:Iteration 24Q (144072.370000 sec): 3 clusters
  Score: Raw -22389816.310497 + Penalty 3943.721700 = -22385872.588797
  nChanged 772
		SP:Iteration 25Q (144074.070000 sec): 3 clusters
  Score: Raw -22389873.096765 + Penalty 3943.721700 = -22385929.375066
  nChanged 802
		SP:Iteration 26Q (144075.680000 sec): 3 clusters
  Score: Raw -22389930.896448 + Penalty 3943.721700 = -22385987.174748
  nChanged 731
		SP:Iteration 27Q (144077.270000 sec): 3 clusters
  Score: Raw -22389982.877222 + Penalty 3943.721700 = -22386039.155522
  nChanged 699
		SP:Iteration 28Q (144078.850000 sec): 3 clusters
  Score: Raw -22390033.995501 + Penalty 3943.721700 = -22386090.273801
  nChanged 738
		SP:Iteration 29Q (144080.470000 sec): 3 clusters
  Score: Raw -22390086.518407 + Penalty 3943.721700 = -22386142.796707
  nChanged 764
		SP:Iteration 30Q (144082.080000 sec): 3 clusters
  Score: Raw -22390139.880749 + Penalty 3943.721700 = -22386196.159049
  nChanged 724
		SP:Iteration 31Q (144083.740000 sec): 3 clusters
  Score: Raw -22390191.675324 + Penalty 3943.721700 = -22386247.953624
  nChanged 712
		SP:Iteration 32Q (144085.390000 sec): 3 clusters
  Score: Raw -22390245.512251 + Penalty 3943.721700 = -22386301.790551
  nChanged 759
		SP:Iteration 33Q (144086.910000 sec): 3 clusters
  Score: Raw -22390303.381956 + Penalty 3943.721700 = -22386359.660256
  nChanged 762
		SP:Iteration 34Q (144088.430000 sec): 3 clusters
  Score: Raw -22390362.599357 + Penalty 3943.721700 = -22386418.877657
  nChanged 770
		SP:Iteration 35Q (144090.030000 sec): 3 clusters
  Score: Raw -22390422.466680 + Penalty 3943.721700 = -22386478.744980
  nChanged 769
		SP:Iteration 36Q (144091.620000 sec): 3 clusters
  Score: Raw -22390485.027503 + Penalty 3943.721700 = -22386541.305803
  nChanged 807
		SP:Iteration 37Q (144093.210000 sec): 3 clusters
  Score: Raw -22390550.916463 + Penalty 3943.721700 = -22386607.194763
  nChanged 834
		SP:Iteration 38Q (144094.730000 sec): 3 clusters
  Score: Raw -22390620.287400 + Penalty 3943.721700 = -22386676.565701
  nChanged 859
		SP:Iteration 39Q (144096.370000 sec): 3 clusters
  Score: Raw -22390698.473435 + Penalty 3943.721700 = -22386754.751735
  nChanged 908
		SP:Iteration 40F (144097.950000 sec): 3 clusters
  Score: Raw -22390786.035184 + Penalty 3943.721700 = -22386842.313485
  nChanged 969
		SP:Iteration 41Q (144099.630000 sec): 3 clusters
  Score: Raw -22390880.233649 + Penalty 3943.721700 = -22386936.511949
  nChanged 974
		SP:Iteration 42Q (144101.280000 sec): 3 clusters
  Score: Raw -22390982.284039 + Penalty 3943.721700 = -22387038.562339
  nChanged 1075
		SP:Iteration 43Q (144102.800000 sec): 3 clusters
  Score: Raw -22391096.005362 + Penalty 3943.721700 = -22387152.283662
  nChanged 1049
		SP:Iteration 44Q (144104.320000 sec): 3 clusters
  Score: Raw -22391209.094274 + Penalty 3943.721700 = -22387265.372574
  nChanged 1145
		SP:Iteration 45Q (144105.950000 sec): 3 clusters
  Score: Raw -22391336.669511 + Penalty 3943.721700 = -22387392.947811
  nChanged 1241
		SP:Iteration 46Q (144107.590000 sec): 3 clusters
  Score: Raw -22391489.340260 + Penalty 3943.721700 = -22387545.618560
  nChanged 1310
		SP:Iteration 47Q (144109.200000 sec): 3 clusters
  Score: Raw -22391657.833746 + Penalty 3943.721700 = -22387714.112046
  nChanged 1430
		SP:Iteration 48Q (144110.810000 sec): 3 clusters
  Score: Raw -22391854.705359 + Penalty 3943.721700 = -22387910.983659
  nChanged 1552
		SP:Iteration 49Q (144112.390000 sec): 3 clusters
  Score: Raw -22392077.382773 + Penalty 3943.721700 = -22388133.661073
  nChanged 1609
		SP:Iteration 50Q (144114.020000 sec): 3 clusters
  Score: Raw -22392321.067420 + Penalty 3943.721700 = -22388377.345720
  nChanged 1722
		SP:Iteration 51Q (144115.680000 sec): 3 clusters
  Score: Raw -22392599.321033 + Penalty 3943.721700 = -22388655.599333
  nChanged 1894
		SP:Iteration 52Q (144117.290000 sec): 3 clusters
  Score: Raw -22392926.907366 + Penalty 3943.721700 = -22388983.185666
  nChanged 2030
		SP:Iteration 53Q (144118.810000 sec): 3 clusters
  Score: Raw -22393306.721512 + Penalty 3943.721700 = -22389362.999812
  nChanged 2201
		SP:Iteration 54Q (144120.380000 sec): 3 clusters
  Score: Raw -22393749.043436 + Penalty 3943.721700 = -22389805.321736
  nChanged 2373
		SP:Iteration 55Q (144121.970000 sec): 3 clusters
  Score: Raw -22394260.724683 + Penalty 3943.721700 = -22390317.002983
  nChanged 2533
		SP:Iteration 56Q (144123.570000 sec): 3 clusters
  Score: Raw -22394842.621695 + Penalty 3943.721700 = -22390898.899995
  nChanged 2721
		SP:Iteration 57Q (144125.170000 sec): 3 clusters
  Score: Raw -22395512.498654 + Penalty 3943.721700 = -22391568.776954
  nChanged 2860
		SP:Iteration 58Q (144126.770000 sec): 3 clusters
  Score: Raw -22396272.570111 + Penalty 3943.721700 = -22392328.848411
  nChanged 3058
		SP:Iteration 59Q (144128.270000 sec): 3 clusters
  Score: Raw -22397148.213075 + Penalty 3943.721700 = -22393204.491375
  nChanged 3266
		SP:Iteration 60F (144129.650000 sec): 3 clusters
  Score: Raw -22398146.016617 + Penalty 3943.721700 = -22394202.294917
  nChanged 3471
		SP:Iteration 61Q (144131.070000 sec): 3 clusters
  Score: Raw -22399324.177333 + Penalty 3943.721700 = -22395380.455633
  nChanged 3651
		SP:Iteration 62Q (144132.510000 sec): 3 clusters
  Score: Raw -22400655.355635 + Penalty 3943.721700 = -22396711.633935
  nChanged 3816
		SP:Iteration 63Q (144134.000000 sec): 3 clusters
  Score: Raw -22402179.379081 + Penalty 3943.721700 = -22398235.657382
  nChanged 3887
		SP:Iteration 64Q (144135.550000 sec): 3 clusters
  Score: Raw -22403810.207445 + Penalty 3943.721700 = -22399866.485745
  nChanged 3840
		SP:Iteration 65Q (144137.070000 sec): 3 clusters
  Score: Raw -22405532.141582 + Penalty 3943.721700 = -22401588.419882
  nChanged 3872
		SP:Iteration 66Q (144138.580000 sec): 3 clusters
  Score: Raw -22407431.082387 + Penalty 3943.721700 = -22403487.360687
  nChanged 3777
		SP:Iteration 67Q (144140.060000 sec): 3 clusters
  Score: Raw -22409402.788707 + Penalty 3943.721700 = -22405459.067007
  nChanged 3635
		SP:Iteration 68Q (144141.500000 sec): 3 clusters
  Score: Raw -22411442.782089 + Penalty 3943.721700 = -22407499.060389
  nChanged 3360
		SP:Iteration 69Q (144142.990000 sec): 3 clusters
  Score: Raw -22413463.822750 + Penalty 3943.721700 = -22409520.101051
  nChanged 3071
		SP:Iteration 70Q (144144.440000 sec): 3 clusters
  Score: Raw -22415426.800475 + Penalty 3943.721700 = -22411483.078775
  nChanged 2668
		SP:Iteration 71Q (144145.720000 sec): 3 clusters
  Score: Raw -22417188.192925 + Penalty 3943.721700 = -22413244.471225
  nChanged 2171
		SP:Iteration 72Q (144147.120000 sec): 3 clusters
  Score: Raw -22418673.781216 + Penalty 3943.721700 = -22414730.059516
  nChanged 1728
		SP:Iteration 73Q (144148.550000 sec): 3 clusters
  Score: Raw -22419893.668378 + Penalty 3943.721700 = -22415949.946678
  nChanged 1300
		SP:Iteration 74Q (144149.940000 sec): 3 clusters
  Score: Raw -22420815.532023 + Penalty 3943.721700 = -22416871.810323
  nChanged 887
		SP:Iteration 75Q (144151.350000 sec): 3 clusters
  Score: Raw -22421441.103512 + Penalty 3943.721700 = -22417497.381812
  nChanged 546
		SP:Iteration 76Q (144152.760000 sec): 3 clusters
  Score: Raw -22421821.692312 + Penalty 3943.721700 = -22417877.970613
  nChanged 317
		SP:Iteration 77Q (144154.180000 sec): 3 clusters
  Score: Raw -22422061.584784 + Penalty 3943.721700 = -22418117.863084
  nChanged 188
		SP:Iteration 78Q (144155.610000 sec): 3 clusters
  Score: Raw -22422209.016761 + Penalty 3943.721700 = -22418265.295061
  nChanged 120
		SP:Iteration 79Q (144156.960000 sec): 3 clusters
  Score: Raw -22422305.395891 + Penalty 3943.721700 = -22418361.674191
  nChanged 94
		SP:Iteration 80F (144158.430000 sec): 3 clusters
  Score: Raw -22422366.174130 + Penalty 3943.721700 = -22418422.452430
  nChanged 57
		SP:Iteration 81Q (144159.760000 sec): 3 clusters
  Score: Raw -22422398.651284 + Penalty 3943.721700 = -22418454.929584
  nChanged 42
		SP:Iteration 82Q (144161.140000 sec): 3 clusters
  Score: Raw -22422416.853685 + Penalty 3943.721700 = -22418473.131985
  nChanged 29
		SP:Iteration 83Q (144162.470000 sec): 3 clusters
  Score: Raw -22422428.734853 + Penalty 3943.721700 = -22418485.013153
  nChanged 26
		SP:Iteration 84Q (144163.860000 sec): 3 clusters
  Score: Raw -22422438.912399 + Penalty 3943.721700 = -22418495.190699
  nChanged 14
		SP:Iteration 85Q (144165.220000 sec): 3 clusters
  Score: Raw -22422444.007120 + Penalty 3943.721700 = -22418500.285420
  nChanged 17
		SP:Iteration 86Q (144166.560000 sec): 3 clusters
  Score: Raw -22422450.475539 + Penalty 3943.721700 = -22418506.753839
  nChanged 9
		SP:Iteration 87Q (144167.880000 sec): 3 clusters
  Score: Raw -22422454.486207 + Penalty 3943.721700 = -22418510.764507
  nChanged 8
		SP:Iteration 88Q (144169.220000 sec): 3 clusters
  Score: Raw -22422457.010709 + Penalty 3943.721700 = -22418513.289009
  nChanged 7
		SP:Iteration 89Q (144170.560000 sec): 3 clusters
  Score: Raw -22422460.423917 + Penalty 3943.721700 = -22418516.702217
  nChanged 7
		SP:Iteration 90Q (144171.940000 sec): 3 clusters
  Score: Raw -22422463.419893 + Penalty 3943.721700 = -22418519.698193
  nChanged 12
		SP:Iteration 91Q (144173.300000 sec): 3 clusters
  Score: Raw -22422468.461337 + Penalty 3943.721700 = -22418524.739637
  nChanged 14
		SP:Iteration 92Q (144174.670000 sec): 3 clusters
  Score: Raw -22422473.165246 + Penalty 3943.721700 = -22418529.443546
  nChanged 6
		SP:Iteration 93Q (144176.030000 sec): 3 clusters
  Score: Raw -22422474.820126 + Penalty 3943.721700 = -22418531.098426
  nChanged 5
		SP:Iteration 94Q (144177.450000 sec): 3 clusters
  Score: Raw -22422476.231097 + Penalty 3943.721700 = -22418532.509397
  nChanged 2
		SP:Iteration 95Q (144178.820000 sec): 3 clusters
  Score: Raw -22422476.560371 + Penalty 3943.721700 = -22418532.838671
  nChanged 1
		SP:Iteration 96Q (144180.200000 sec): 3 clusters
  Score: Raw -22422476.698794 + Penalty 3943.721700 = -22418532.977094
  nChanged 1
		SP:Iteration 97Q (144181.630000 sec): 3 clusters
  Score: Raw -22422477.189579 + Penalty 3943.721700 = -22418533.467879
  nChanged 1
		SP:Iteration 98Q (144183.040000 sec): 3 clusters
  Score: Raw -22422477.622923 + Penalty 3943.721700 = -22418533.901223
  nChanged 0
		SP:Iteration 99F (144184.600000 sec): 3 clusters
  Score: Raw -22422477.622923 + Penalty 3943.721700 = -22418533.901223
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 6 (201 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (144184.700000 sec): 2 clusters
  Score: Raw -17667.454326 + Penalty 861.787048 = -16805.667279
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (144184.870000 sec): 3 clusters
  Score: Raw -17891.344350 + Penalty 1723.574095 = -16167.770255
  nChanged 42
		SP:Iteration 1F (144185.050000 sec): 3 clusters
  Score: Raw -18067.722238 + Penalty 1723.574095 = -16344.148143
  nChanged 6
		SP:Iteration 2Q (144185.220000 sec): 3 clusters
  Score: Raw -18101.051790 + Penalty 1723.574095 = -16377.477695
  nChanged 4
		SP:Iteration 3Q (144185.400000 sec): 3 clusters
  Score: Raw -18148.673988 + Penalty 1723.574095 = -16425.099893
  nChanged 4
		SP:Iteration 4Q (144185.580000 sec): 3 clusters
  Score: Raw -18193.097150 + Penalty 1723.574095 = -16469.523055
  nChanged 0
		SP:Iteration 5F (144185.750000 sec): 3 clusters
  Score: Raw -18193.097150 + Penalty 1723.574095 = -16469.523055
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 7 (10238 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (144185.940000 sec): 2 clusters
  Score: Raw -1216966.383561 + Penalty 1500.502505 = -1215465.881056
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (144186.080000 sec): 3 clusters
  Score: Raw -1211110.405684 + Penalty 3001.005009 = -1208109.400675
  nChanged 4500
		SP:Iteration 1F (144186.310000 sec): 3 clusters
  Score: Raw -1213501.437796 + Penalty 3001.005009 = -1210500.432787
  nChanged 607
		SP:Iteration 2F (144186.530000 sec): 3 clusters
  Score: Raw -1213764.943818 + Penalty 3001.005009 = -1210763.938809
  nChanged 508
		SP:Iteration 3Q (144186.760000 sec): 3 clusters
  Score: Raw -1213994.928957 + Penalty 3001.005009 = -1210993.923947
  nChanged 483
		SP:Iteration 4Q (144186.980000 sec): 3 clusters
  Score: Raw -1214228.179467 + Penalty 3001.005009 = -1211227.174458
  nChanged 475
		SP:Iteration 5Q (144187.200000 sec): 3 clusters
  Score: Raw -1214485.007088 + Penalty 3001.005009 = -1211484.002079
  nChanged 474
		SP:Iteration 6Q (144187.430000 sec): 3 clusters
  Score: Raw -1214763.967168 + Penalty 3001.005009 = -1211762.962159
  nChanged 442
		SP:Iteration 7Q (144187.650000 sec): 3 clusters
  Score: Raw -1214999.853229 + Penalty 3001.005009 = -1211998.848219
  nChanged 431
		SP:Iteration 8Q (144187.880000 sec): 3 clusters
  Score: Raw -1215234.363010 + Penalty 3001.005009 = -1212233.358001
  nChanged 428
		SP:Iteration 9Q (144188.100000 sec): 3 clusters
  Score: Raw -1215497.930523 + Penalty 3001.005009 = -1212496.925513
  nChanged 383
		SP:Iteration 10Q (144188.320000 sec): 3 clusters
  Score: Raw -1215719.023447 + Penalty 3001.005009 = -1212718.018438
  nChanged 344
		SP:Iteration 11Q (144188.550000 sec): 3 clusters
  Score: Raw -1215908.412486 + Penalty 3001.005009 = -1212907.407477
  nChanged 329
		SP:Iteration 12Q (144188.770000 sec): 3 clusters
  Score: Raw -1216089.038260 + Penalty 3001.005009 = -1213088.033250
  nChanged 292
		SP:Iteration 13Q (144188.990000 sec): 3 clusters
  Score: Raw -1216234.463174 + Penalty 3001.005009 = -1213233.458165
  nChanged 242
		SP:Iteration 14Q (144189.220000 sec): 3 clusters
  Score: Raw -1216341.702496 + Penalty 3001.005009 = -1213340.697487
  nChanged 233
		SP:Iteration 15Q (144189.440000 sec): 3 clusters
  Score: Raw -1216444.405327 + Penalty 3001.005009 = -1213443.400318
  nChanged 185
		SP:Iteration 16Q (144189.670000 sec): 3 clusters
  Score: Raw -1216519.888783 + Penalty 3001.005009 = -1213518.883774
  nChanged 166
		SP:Iteration 17Q (144189.890000 sec): 3 clusters
  Score: Raw -1216581.343779 + Penalty 3001.005009 = -1213580.338769
  nChanged 135
		SP:Iteration 18Q (144190.110000 sec): 3 clusters
  Score: Raw -1216631.231218 + Penalty 3001.005009 = -1213630.226208
  nChanged 112
		SP:Iteration 19Q (144190.340000 sec): 3 clusters
  Score: Raw -1216665.419663 + Penalty 3001.005009 = -1213664.414654
  nChanged 90
		SP:Iteration 20F (144190.560000 sec): 3 clusters
  Score: Raw -1216688.104531 + Penalty 3001.005009 = -1213687.099522
  nChanged 62
		SP:Iteration 21Q (144190.790000 sec): 3 clusters
  Score: Raw -1216703.825756 + Penalty 3001.005009 = -1213702.820747
  nChanged 64
		SP:Iteration 22Q (144191.010000 sec): 3 clusters
  Score: Raw -1216723.193715 + Penalty 3001.005009 = -1213722.188706
  nChanged 78
		SP:Iteration 23Q (144191.230000 sec): 3 clusters
  Score: Raw -1216745.601341 + Penalty 3001.005009 = -1213744.596331
  nChanged 65
		SP:Iteration 24Q (144191.460000 sec): 3 clusters
  Score: Raw -1216765.742883 + Penalty 3001.005009 = -1213764.737873
  nChanged 56
		SP:Iteration 25Q (144191.680000 sec): 3 clusters
  Score: Raw -1216782.679807 + Penalty 3001.005009 = -1213781.674798
  nChanged 58
		SP:Iteration 26Q (144191.900000 sec): 3 clusters
  Score: Raw -1216799.720586 + Penalty 3001.005009 = -1213798.715577
  nChanged 59
		SP:Iteration 27Q (144192.130000 sec): 3 clusters
  Score: Raw -1216816.421205 + Penalty 3001.005009 = -1213815.416196
  nChanged 54
		SP:Iteration 28Q (144192.350000 sec): 3 clusters
  Score: Raw -1216828.606766 + Penalty 3001.005009 = -1213827.601756
  nChanged 50
		SP:Iteration 29Q (144192.570000 sec): 3 clusters
  Score: Raw -1216841.409662 + Penalty 3001.005009 = -1213840.404653
  nChanged 44
		SP:Iteration 30Q (144192.800000 sec): 3 clusters
  Score: Raw -1216854.383371 + Penalty 3001.005009 = -1213853.378362
  nChanged 44
		SP:Iteration 31Q (144193.020000 sec): 3 clusters
  Score: Raw -1216869.968266 + Penalty 3001.005009 = -1213868.963257
  nChanged 56
		SP:Iteration 32Q (144193.230000 sec): 3 clusters
  Score: Raw -1216892.085707 + Penalty 3001.005009 = -1213891.080698
  nChanged 66
		SP:Iteration 33Q (144193.460000 sec): 3 clusters
  Score: Raw -1216917.864343 + Penalty 3001.005009 = -1213916.859334
  nChanged 58
		SP:Iteration 34Q (144193.680000 sec): 3 clusters
  Score: Raw -1216938.379972 + Penalty 3001.005009 = -1213937.374963
  nChanged 55
		SP:Iteration 35Q (144193.900000 sec): 3 clusters
  Score: Raw -1216961.817297 + Penalty 3001.005009 = -1213960.812288
  nChanged 60
		SP:Iteration 36Q (144194.130000 sec): 3 clusters
  Score: Raw -1216990.272378 + Penalty 3001.005009 = -1213989.267369
  nChanged 67
		SP:Iteration 37Q (144194.350000 sec): 3 clusters
  Score: Raw -1217018.166800 + Penalty 3001.005009 = -1214017.161790
  nChanged 55
		SP:Iteration 38Q (144194.570000 sec): 3 clusters
  Score: Raw -1217041.934188 + Penalty 3001.005009 = -1214040.929179
  nChanged 52
		SP:Iteration 39Q (144194.800000 sec): 3 clusters
  Score: Raw -1217058.726131 + Penalty 3001.005009 = -1214057.721122
  nChanged 48
		SP:Iteration 40F (144195.060000 sec): 3 clusters
  Score: Raw -1217078.066390 + Penalty 3001.005009 = -1214077.061381
  nChanged 52
		SP:Iteration 41Q (144195.240000 sec): 3 clusters
  Score: Raw -1217104.131215 + Penalty 3001.005009 = -1214103.126205
  nChanged 62
		SP:Iteration 42Q (144195.470000 sec): 3 clusters
  Score: Raw -1217138.940680 + Penalty 3001.005009 = -1214137.935670
  nChanged 73
		SP:Iteration 43Q (144195.690000 sec): 3 clusters
  Score: Raw -1217179.104566 + Penalty 3001.005009 = -1214178.099557
  nChanged 80
		SP:Iteration 44Q (144195.920000 sec): 3 clusters
  Score: Raw -1217216.805570 + Penalty 3001.005009 = -1214215.800561
  nChanged 69
		SP:Iteration 45Q (144196.140000 sec): 3 clusters
  Score: Raw -1217247.831003 + Penalty 3001.005009 = -1214246.825994
  nChanged 63
		SP:Iteration 46Q (144196.360000 sec): 3 clusters
  Score: Raw -1217275.671318 + Penalty 3001.005009 = -1214274.666309
  nChanged 59
		SP:Iteration 47Q (144196.590000 sec): 3 clusters
  Score: Raw -1217293.679602 + Penalty 3001.005009 = -1214292.674593
  nChanged 54
		SP:Iteration 48Q (144196.810000 sec): 3 clusters
  Score: Raw -1217311.535894 + Penalty 3001.005009 = -1214310.530885
  nChanged 58
		SP:Iteration 49Q (144197.030000 sec): 3 clusters
  Score: Raw -1217334.288745 + Penalty 3001.005009 = -1214333.283736
  nChanged 57
		SP:Iteration 50Q (144197.170000 sec): 3 clusters
  Score: Raw -1217354.380000 + Penalty 3001.005009 = -1214353.374991
  nChanged 33
		SP:Iteration 51Q (144197.400000 sec): 3 clusters
  Score: Raw -1217364.212798 + Penalty 3001.005009 = -1214363.207789
  nChanged 36
		SP:Iteration 52Q (144197.650000 sec): 3 clusters
  Score: Raw -1217375.674617 + Penalty 3001.005009 = -1214374.669608
  nChanged 36
		SP:Iteration 53Q (144197.850000 sec): 3 clusters
  Score: Raw -1217387.725054 + Penalty 3001.005009 = -1214386.720045
  nChanged 35
		SP:Iteration 54Q (144198.060000 sec): 3 clusters
  Score: Raw -1217401.079209 + Penalty 3001.005009 = -1214400.074200
  nChanged 29
		SP:Iteration 55Q (144198.290000 sec): 3 clusters
  Score: Raw -1217409.412299 + Penalty 3001.005009 = -1214408.407289
  nChanged 33
		SP:Iteration 56Q (144198.510000 sec): 3 clusters
  Score: Raw -1217422.307710 + Penalty 3001.005009 = -1214421.302701
  nChanged 32
		SP:Iteration 57Q (144198.820000 sec): 3 clusters
  Score: Raw -1217434.516419 + Penalty 3001.005009 = -1214433.511409
  nChanged 26
		SP:Iteration 58Q (144198.970000 sec): 3 clusters
  Score: Raw -1217442.296463 + Penalty 3001.005009 = -1214441.291454
  nChanged 16
		SP:Iteration 59Q (144199.190000 sec): 3 clusters
  Score: Raw -1217446.165729 + Penalty 3001.005009 = -1214445.160719
  nChanged 12
		SP:Iteration 60F (144199.420000 sec): 3 clusters
  Score: Raw -1217449.105542 + Penalty 3001.005009 = -1214448.100533
  nChanged 12
		SP:Iteration 61Q (144199.600000 sec): 3 clusters
  Score: Raw -1217452.461303 + Penalty 3001.005009 = -1214451.456293
  nChanged 16
		SP:Iteration 62Q (144199.820000 sec): 3 clusters
  Score: Raw -1217457.286588 + Penalty 3001.005009 = -1214456.281579
  nChanged 13
		SP:Iteration 63Q (144200.040000 sec): 3 clusters
  Score: Raw -1217459.986643 + Penalty 3001.005009 = -1214458.981633
  nChanged 13
		SP:Iteration 64Q (144200.270000 sec): 3 clusters
  Score: Raw -1217463.537743 + Penalty 3001.005009 = -1214462.532734
  nChanged 15
		SP:Iteration 65Q (144200.490000 sec): 3 clusters
  Score: Raw -1217468.002990 + Penalty 3001.005009 = -1214466.997980
  nChanged 19
		SP:Iteration 66Q (144200.710000 sec): 3 clusters
  Score: Raw -1217472.397886 + Penalty 3001.005009 = -1214471.392877
  nChanged 17
		SP:Iteration 67Q (144200.930000 sec): 3 clusters
  Score: Raw -1217476.610468 + Penalty 3001.005009 = -1214475.605458
  nChanged 14
		SP:Iteration 68Q (144201.150000 sec): 3 clusters
  Score: Raw -1217478.758291 + Penalty 3001.005009 = -1214477.753282
  nChanged 7
		SP:Iteration 69Q (144201.370000 sec): 3 clusters
  Score: Raw -1217479.688251 + Penalty 3001.005009 = -1214478.683242
  nChanged 3
		SP:Iteration 70Q (144201.590000 sec): 3 clusters
  Score: Raw -1217480.313505 + Penalty 3001.005009 = -1214479.308496
  nChanged 2
		SP:Iteration 71Q (144201.820000 sec): 3 clusters
  Score: Raw -1217480.559163 + Penalty 3001.005009 = -1214479.554153
  nChanged 1
		SP:Iteration 72Q (144202.040000 sec): 3 clusters
  Score: Raw -1217480.706937 + Penalty 3001.005009 = -1214479.701928
  nChanged 2
		SP:Iteration 73Q (144202.260000 sec): 3 clusters
  Score: Raw -1217481.045431 + Penalty 3001.005009 = -1214480.040422
  nChanged 1
		SP:Iteration 74Q (144202.490000 sec): 3 clusters
  Score: Raw -1217481.243474 + Penalty 3001.005009 = -1214480.238465
  nChanged 1
		SP:Iteration 75Q (144202.710000 sec): 3 clusters
  Score: Raw -1217482.011134 + Penalty 3001.005009 = -1214481.006124
  nChanged 3
		SP:Iteration 76Q (144202.930000 sec): 3 clusters
  Score: Raw -1217482.557014 + Penalty 3001.005009 = -1214481.552004
  nChanged 2
		SP:Iteration 77Q (144203.150000 sec): 3 clusters
  Score: Raw -1217483.200327 + Penalty 3001.005009 = -1214482.195318
  nChanged 1
		SP:Iteration 78Q (144203.370000 sec): 3 clusters
  Score: Raw -1217483.344401 + Penalty 3001.005009 = -1214482.339392
  nChanged 3
		SP:Iteration 79Q (144203.600000 sec): 3 clusters
  Score: Raw -1217483.956482 + Penalty 3001.005009 = -1214482.951473
  nChanged 1
		SP:Iteration 80F (144203.820000 sec): 3 clusters
  Score: Raw -1217484.457930 + Penalty 3001.005009 = -1214483.452921
  nChanged 2
		SP:Iteration 81Q (144204.040000 sec): 3 clusters
  Score: Raw -1217484.810493 + Penalty 3001.005009 = -1214483.805483
  nChanged 1
		SP:Iteration 82Q (144204.270000 sec): 3 clusters
  Score: Raw -1217485.241174 + Penalty 3001.005009 = -1214484.236164
  nChanged 2
		SP:Iteration 83Q (144204.490000 sec): 3 clusters
  Score: Raw -1217485.866825 + Penalty 3001.005009 = -1214484.861816
  nChanged 5
		SP:Iteration 84Q (144204.720000 sec): 3 clusters
  Score: Raw -1217486.725611 + Penalty 3001.005009 = -1214485.720602
  nChanged 0
		SP:Iteration 85F (144204.940000 sec): 3 clusters
  Score: Raw -1217486.725611 + Penalty 3001.005009 = -1214485.720602
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 8 (11983 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (144205.080000 sec): 2 clusters
  Score: Raw -1448603.503668 + Penalty 1526.077192 = -1447077.426476
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (144205.320000 sec): 3 clusters
  Score: Raw -1441801.128193 + Penalty 3052.154384 = -1438748.973809
  nChanged 5159
		SP:Iteration 1F (144205.520000 sec): 3 clusters
  Score: Raw -1444669.900242 + Penalty 3052.154384 = -1441617.745858
  nChanged 806
		SP:Iteration 2F (144205.770000 sec): 3 clusters
  Score: Raw -1445115.129638 + Penalty 3052.154384 = -1442062.975254
  nChanged 759
		SP:Iteration 3F (144206.020000 sec): 3 clusters
  Score: Raw -1445529.334530 + Penalty 3052.154384 = -1442477.180146
  nChanged 719
		SP:Iteration 4F (144206.270000 sec): 3 clusters
  Score: Raw -1445947.301702 + Penalty 3052.154384 = -1442895.147319
  nChanged 664
		SP:Iteration 5F (144206.480000 sec): 3 clusters
  Score: Raw -1446354.922223 + Penalty 3052.154384 = -1443302.767839
  nChanged 594
		SP:Iteration 6Q (144206.680000 sec): 3 clusters
  Score: Raw -1446692.291339 + Penalty 3052.154384 = -1443640.136956
  nChanged 525
		SP:Iteration 7Q (144206.900000 sec): 3 clusters
  Score: Raw -1446960.453566 + Penalty 3052.154384 = -1443908.299182
  nChanged 456
		SP:Iteration 8Q (144207.150000 sec): 3 clusters
  Score: Raw -1447196.943856 + Penalty 3052.154384 = -1444144.789472
  nChanged 397
		SP:Iteration 9Q (144207.450000 sec): 3 clusters
  Score: Raw -1447441.780848 + Penalty 3052.154384 = -1444389.626464
  nChanged 370
		SP:Iteration 10Q (144207.620000 sec): 3 clusters
  Score: Raw -1447693.381007 + Penalty 3052.154384 = -1444641.226623
  nChanged 325
		SP:Iteration 11Q (144207.840000 sec): 3 clusters
  Score: Raw -1447878.934544 + Penalty 3052.154384 = -1444826.780160
  nChanged 269
		SP:Iteration 12Q (144208.040000 sec): 3 clusters
  Score: Raw -1448010.761163 + Penalty 3052.154384 = -1444958.606779
  nChanged 194
		SP:Iteration 13Q (144208.300000 sec): 3 clusters
  Score: Raw -1448086.298085 + Penalty 3052.154384 = -1445034.143702
  nChanged 149
		SP:Iteration 14Q (144208.450000 sec): 3 clusters
  Score: Raw -1448130.489768 + Penalty 3052.154384 = -1445078.335385
  nChanged 108
		SP:Iteration 15Q (144208.700000 sec): 3 clusters
  Score: Raw -1448163.994895 + Penalty 3052.154384 = -1445111.840511
  nChanged 83
		SP:Iteration 16Q (144208.950000 sec): 3 clusters
  Score: Raw -1448185.764735 + Penalty 3052.154384 = -1445133.610351
  nChanged 54
		SP:Iteration 17Q (144209.200000 sec): 3 clusters
  Score: Raw -1448196.753370 + Penalty 3052.154384 = -1445144.598986
  nChanged 43
		SP:Iteration 18Q (144209.450000 sec): 3 clusters
  Score: Raw -1448203.289186 + Penalty 3052.154384 = -1445151.134802
  nChanged 34
		SP:Iteration 19Q (144209.660000 sec): 3 clusters
  Score: Raw -1448209.608178 + Penalty 3052.154384 = -1445157.453795
  nChanged 25
		SP:Iteration 20F (144209.870000 sec): 3 clusters
  Score: Raw -1448213.623313 + Penalty 3052.154384 = -1445161.468929
  nChanged 22
		SP:Iteration 21Q (144210.010000 sec): 3 clusters
  Score: Raw -1448217.099568 + Penalty 3052.154384 = -1445164.945184
  nChanged 23
		SP:Iteration 22Q (144210.250000 sec): 3 clusters
  Score: Raw -1448220.946154 + Penalty 3052.154384 = -1445168.791771
  nChanged 16
		SP:Iteration 23Q (144210.510000 sec): 3 clusters
  Score: Raw -1448223.051541 + Penalty 3052.154384 = -1445170.897157
  nChanged 6
		SP:Iteration 24Q (144210.720000 sec): 3 clusters
  Score: Raw -1448223.616516 + Penalty 3052.154384 = -1445171.462133
  nChanged 7
		SP:Iteration 25Q (144210.970000 sec): 3 clusters
  Score: Raw -1448224.165073 + Penalty 3052.154384 = -1445172.010689
  nChanged 4
		SP:Iteration 26Q (144211.220000 sec): 3 clusters
  Score: Raw -1448224.452940 + Penalty 3052.154384 = -1445172.298556
  nChanged 3
		SP:Iteration 27Q (144211.460000 sec): 3 clusters
  Score: Raw -1448224.783462 + Penalty 3052.154384 = -1445172.629078
  nChanged 4
		SP:Iteration 28Q (144211.670000 sec): 3 clusters
  Score: Raw -1448224.976142 + Penalty 3052.154384 = -1445172.821758
  nChanged 1
		SP:Iteration 29Q (144211.920000 sec): 3 clusters
  Score: Raw -1448225.034531 + Penalty 3052.154384 = -1445172.880147
  nChanged 1
		SP:Iteration 30Q (144212.180000 sec): 3 clusters
  Score: Raw -1448225.102960 + Penalty 3052.154384 = -1445172.948576
  nChanged 1
		SP:Iteration 31Q (144212.430000 sec): 3 clusters
  Score: Raw -1448225.222706 + Penalty 3052.154384 = -1445173.068322
  nChanged 0
		SP:Iteration 32F (144212.640000 sec): 3 clusters
  Score: Raw -1448225.222706 + Penalty 3052.154384 = -1445173.068322
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 9 (547 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (144212.730000 sec): 2 clusters
  Score: Raw -59853.888358 + Penalty 1024.472930 = -58829.415427
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (144212.900000 sec): 3 clusters
  Score: Raw -59918.936482 + Penalty 2048.945861 = -57869.990621
  nChanged 146
		SP:Iteration 1F (144213.080000 sec): 3 clusters
  Score: Raw -60317.573231 + Penalty 2048.945861 = -58268.627371
  nChanged 52
		SP:Iteration 2F (144213.260000 sec): 3 clusters
  Score: Raw -60473.165167 + Penalty 2048.945861 = -58424.219306
  nChanged 27
		SP:Iteration 3Q (144213.430000 sec): 3 clusters
  Score: Raw -60535.168407 + Penalty 2048.945861 = -58486.222547
  nChanged 13
		SP:Iteration 4Q (144213.610000 sec): 3 clusters
  Score: Raw -60556.719090 + Penalty 2048.945861 = -58507.773229
  nChanged 5
		SP:Iteration 5Q (144213.780000 sec): 3 clusters
  Score: Raw -60571.104374 + Penalty 2048.945861 = -58522.158513
  nChanged 3
		SP:Iteration 6Q (144213.960000 sec): 3 clusters
  Score: Raw -60578.581407 + Penalty 2048.945861 = -58529.635546
  nChanged 1
		SP:Iteration 7Q (144214.140000 sec): 3 clusters
  Score: Raw -60579.363219 + Penalty 2048.945861 = -58530.417359
  nChanged 0
		SP:Iteration 8F (144214.310000 sec): 3 clusters
  Score: Raw -60579.363219 + Penalty 2048.945861 = -58530.417359
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 10 (8176 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (144214.450000 sec): 2 clusters
  Score: Raw -931843.722586 + Penalty 1463.955726 = -930379.766860
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (144214.660000 sec): 3 clusters
  Score: Raw -927343.864317 + Penalty 2927.911452 = -924415.952866
  nChanged 3484
		SP:Iteration 1F (144214.860000 sec): 3 clusters
  Score: Raw -929282.289273 + Penalty 2927.911452 = -926354.377821
  nChanged 554
		SP:Iteration 2F (144215.050000 sec): 3 clusters
  Score: Raw -929580.365205 + Penalty 2927.911452 = -926652.453753
  nChanged 532
		SP:Iteration 3F (144215.240000 sec): 3 clusters
  Score: Raw -929937.448871 + Penalty 2927.911452 = -927009.537420
  nChanged 567
		SP:Iteration 4F (144215.440000 sec): 3 clusters
  Score: Raw -930359.012419 + Penalty 2927.911452 = -927431.100968
  nChanged 508
		SP:Iteration 5F (144215.640000 sec): 3 clusters
  Score: Raw -930733.774236 + Penalty 2927.911452 = -927805.862784
  nChanged 442
		SP:Iteration 6F (144215.830000 sec): 3 clusters
  Score: Raw -931049.469437 + Penalty 2927.911452 = -928121.557985
  nChanged 347
		SP:Iteration 7Q (144216.020000 sec): 3 clusters
  Score: Raw -931290.365009 + Penalty 2927.911452 = -928362.453557
  nChanged 280
		SP:Iteration 8Q (144216.220000 sec): 3 clusters
  Score: Raw -931513.877913 + Penalty 2927.911452 = -928585.966462
  nChanged 249
		SP:Iteration 9Q (144216.410000 sec): 3 clusters
  Score: Raw -931709.174621 + Penalty 2927.911452 = -928781.263169
  nChanged 183
		SP:Iteration 10Q (144216.600000 sec): 3 clusters
  Score: Raw -931835.613362 + Penalty 2927.911452 = -928907.701911
  nChanged 131
		SP:Iteration 11Q (144216.800000 sec): 3 clusters
  Score: Raw -931928.456168 + Penalty 2927.911452 = -929000.544716
  nChanged 112
		SP:Iteration 12Q (144217.000000 sec): 3 clusters
  Score: Raw -932008.043960 + Penalty 2927.911452 = -929080.132508
  nChanged 74
		SP:Iteration 13Q (144217.190000 sec): 3 clusters
  Score: Raw -932056.635370 + Penalty 2927.911452 = -929128.723919
  nChanged 73
		SP:Iteration 14Q (144217.380000 sec): 3 clusters
  Score: Raw -932097.667335 + Penalty 2927.911452 = -929169.755884
  nChanged 57
		SP:Iteration 15Q (144217.580000 sec): 3 clusters
  Score: Raw -932139.556067 + Penalty 2927.911452 = -929211.644615
  nChanged 62
		SP:Iteration 16Q (144217.770000 sec): 3 clusters
  Score: Raw -932192.440941 + Penalty 2927.911452 = -929264.529489
  nChanged 55
		SP:Iteration 17Q (144217.970000 sec): 3 clusters
  Score: Raw -932258.663498 + Penalty 2927.911452 = -929330.752046
  nChanged 54
		SP:Iteration 18Q (144218.160000 sec): 3 clusters
  Score: Raw -932334.353010 + Penalty 2927.911452 = -929406.441559
  nChanged 59
		SP:Iteration 19Q (144218.360000 sec): 3 clusters
  Score: Raw -932419.851362 + Penalty 2927.911452 = -929491.939910
  nChanged 73
		SP:Iteration 20F (144218.550000 sec): 3 clusters
  Score: Raw -932510.771264 + Penalty 2927.911452 = -929582.859813
  nChanged 54
		SP:Iteration 21Q (144218.750000 sec): 3 clusters
  Score: Raw -932564.202370 + Penalty 2927.911452 = -929636.290919
  nChanged 73
		SP:Iteration 22Q (144218.940000 sec): 3 clusters
  Score: Raw -932651.089110 + Penalty 2927.911452 = -929723.177658
  nChanged 69
		SP:Iteration 23Q (144219.140000 sec): 3 clusters
  Score: Raw -932717.186606 + Penalty 2927.911452 = -929789.275155
  nChanged 63
		SP:Iteration 24Q (144219.330000 sec): 3 clusters
  Score: Raw -932767.839453 + Penalty 2927.911452 = -929839.928001
  nChanged 47
		SP:Iteration 25Q (144219.520000 sec): 3 clusters
  Score: Raw -932798.541013 + Penalty 2927.911452 = -929870.629562
  nChanged 39
		SP:Iteration 26Q (144219.720000 sec): 3 clusters
  Score: Raw -932823.551289 + Penalty 2927.911452 = -929895.639838
  nChanged 29
		SP:Iteration 27Q (144219.920000 sec): 3 clusters
  Score: Raw -932841.177605 + Penalty 2927.911452 = -929913.266154
  nChanged 22
		SP:Iteration 28Q (144220.110000 sec): 3 clusters
  Score: Raw -932852.717791 + Penalty 2927.911452 = -929924.806339
  nChanged 13
		SP:Iteration 29Q (144220.300000 sec): 3 clusters
  Score: Raw -932859.201181 + Penalty 2927.911452 = -929931.289729
  nChanged 7
		SP:Iteration 30Q (144220.500000 sec): 3 clusters
  Score: Raw -932861.247184 + Penalty 2927.911452 = -929933.335732
  nChanged 2
		SP:Iteration 31Q (144220.690000 sec): 3 clusters
  Score: Raw -932861.720086 + Penalty 2927.911452 = -929933.808635
  nChanged 3
		SP:Iteration 32Q (144220.890000 sec): 3 clusters
  Score: Raw -932863.060120 + Penalty 2927.911452 = -929935.148668
  nChanged 2
		SP:Iteration 33Q (144221.080000 sec): 3 clusters
  Score: Raw -932863.837446 + Penalty 2927.911452 = -929935.925995
  nChanged 3
		SP:Iteration 34Q (144221.280000 sec): 3 clusters
  Score: Raw -932865.056972 + Penalty 2927.911452 = -929937.145520
  nChanged 2
		SP:Iteration 35Q (144221.480000 sec): 3 clusters
  Score: Raw -932866.028422 + Penalty 2927.911452 = -929938.116970
  nChanged 2
		SP:Iteration 36Q (144221.670000 sec): 3 clusters
  Score: Raw -932866.549824 + Penalty 2927.911452 = -929938.638373
  nChanged 3
		SP:Iteration 37Q (144221.860000 sec): 3 clusters
  Score: Raw -932867.223192 + Penalty 2927.911452 = -929939.311741
  nChanged 4
		SP:Iteration 38Q (144222.060000 sec): 3 clusters
  Score: Raw -932868.970435 + Penalty 2927.911452 = -929941.058984
  nChanged 2
		SP:Iteration 39Q (144222.250000 sec): 3 clusters
  Score: Raw -932869.258618 + Penalty 2927.911452 = -929941.347166
  nChanged 1
		SP:Iteration 40F (144222.440000 sec): 3 clusters
  Score: Raw -932869.651582 + Penalty 2927.911452 = -929941.740131
  nChanged 1
		SP:Iteration 41Q (144222.640000 sec): 3 clusters
  Score: Raw -932869.959985 + Penalty 2927.911452 = -929942.048534
  nChanged 0
		SP:Iteration 42F (144222.830000 sec): 3 clusters
  Score: Raw -932869.959985 + Penalty 2927.911452 = -929942.048534
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 11 (887 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (144222.890000 sec): 2 clusters
  Score: Raw -102612.353084 + Penalty 1103.024810 = -101509.328275
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (144223.070000 sec): 3 clusters
  Score: Raw -102355.088691 + Penalty 2206.049619 = -100149.039072
  nChanged 258
		SP:Iteration 1F (144223.240000 sec): 3 clusters
  Score: Raw -102593.802599 + Penalty 2206.049619 = -100387.752980
  nChanged 64
		SP:Iteration 2F (144223.420000 sec): 3 clusters
  Score: Raw -102664.692613 + Penalty 2206.049619 = -100458.642994
  nChanged 37
		SP:Iteration 3Q (144223.590000 sec): 3 clusters
  Score: Raw -102720.018922 + Penalty 2206.049619 = -100513.969302
  nChanged 38
		SP:Iteration 4Q (144223.770000 sec): 3 clusters
  Score: Raw -102776.339180 + Penalty 2206.049619 = -100570.289561
  nChanged 27
		SP:Iteration 5Q (144223.940000 sec): 3 clusters
  Score: Raw -102805.022356 + Penalty 2206.049619 = -100598.972737
  nChanged 26
		SP:Iteration 6Q (144224.120000 sec): 3 clusters
  Score: Raw -102847.118410 + Penalty 2206.049619 = -100641.068790
  nChanged 24
		SP:Iteration 7Q (144224.300000 sec): 3 clusters
  Score: Raw -102875.394018 + Penalty 2206.049619 = -100669.344399
  nChanged 22
		SP:Iteration 8Q (144224.470000 sec): 3 clusters
  Score: Raw -102902.762604 + Penalty 2206.049619 = -100696.712985
  nChanged 19
		SP:Iteration 9Q (144224.650000 sec): 3 clusters
  Score: Raw -102948.623692 + Penalty 2206.049619 = -100742.574073
  nChanged 33
		SP:Iteration 10Q (144224.820000 sec): 3 clusters
  Score: Raw -102993.348852 + Penalty 2206.049619 = -100787.299233
  nChanged 27
		SP:Iteration 11Q (144225.000000 sec): 3 clusters
  Score: Raw -103023.412406 + Penalty 2206.049619 = -100817.362787
  nChanged 18
		SP:Iteration 12Q (144225.180000 sec): 3 clusters
  Score: Raw -103046.545329 + Penalty 2206.049619 = -100840.495710
  nChanged 19
		SP:Iteration 13Q (144225.350000 sec): 3 clusters
  Score: Raw -103063.655011 + Penalty 2206.049619 = -100857.605392
  nChanged 13
		SP:Iteration 14Q (144225.530000 sec): 3 clusters
  Score: Raw -103077.130931 + Penalty 2206.049619 = -100871.081312
  nChanged 10
		SP:Iteration 15Q (144225.700000 sec): 3 clusters
  Score: Raw -103086.759197 + Penalty 2206.049619 = -100880.709578
  nChanged 8
		SP:Iteration 16Q (144225.880000 sec): 3 clusters
  Score: Raw -103096.645402 + Penalty 2206.049619 = -100890.595783
  nChanged 7
		SP:Iteration 17Q (144226.020000 sec): 3 clusters
  Score: Raw -103105.033053 + Penalty 2206.049619 = -100898.983434
  nChanged 12
		SP:Iteration 18Q (144226.040000 sec): 3 clusters
  Score: Raw -103117.082498 + Penalty 2206.049619 = -100911.032879
  nChanged 10
		SP:Iteration 19Q (144226.060000 sec): 3 clusters
  Score: Raw -103126.537344 + Penalty 2206.049619 = -100920.487724
  nChanged 8
		SP:Iteration 20F (144226.080000 sec): 3 clusters
  Score: Raw -103134.962704 + Penalty 2206.049619 = -100928.913085
  nChanged 10
		SP:Iteration 21Q (144226.100000 sec): 3 clusters
  Score: Raw -103143.959566 + Penalty 2206.049619 = -100937.909947
  nChanged 6
		SP:Iteration 22Q (144226.120000 sec): 3 clusters
  Score: Raw -103148.325273 + Penalty 2206.049619 = -100942.275653
  nChanged 8
		SP:Iteration 23Q (144226.140000 sec): 3 clusters
  Score: Raw -103159.132207 + Penalty 2206.049619 = -100953.082587
  nChanged 8
		SP:Iteration 24Q (144226.170000 sec): 3 clusters
  Score: Raw -103168.960091 + Penalty 2206.049619 = -100962.910472
  nChanged 4
		SP:Iteration 25Q (144226.190000 sec): 3 clusters
  Score: Raw -103172.687962 + Penalty 2206.049619 = -100966.638343
  nChanged 2
		SP:Iteration 26Q (144226.220000 sec): 3 clusters
  Score: Raw -103173.410040 + Penalty 2206.049619 = -100967.360421
  nChanged 3
		SP:Iteration 27Q (144226.240000 sec): 3 clusters
  Score: Raw -103177.933881 + Penalty 2206.049619 = -100971.884262
  nChanged 5
		SP:Iteration 28Q (144226.260000 sec): 3 clusters
  Score: Raw -103183.945537 + Penalty 2206.049619 = -100977.895918
  nChanged 3
		SP:Iteration 29Q (144226.290000 sec): 3 clusters
  Score: Raw -103187.947110 + Penalty 2206.049619 = -100981.897491
  nChanged 5
		SP:Iteration 30Q (144226.310000 sec): 3 clusters
  Score: Raw -103192.054995 + Penalty 2206.049619 = -100986.005375
  nChanged 4
		SP:Iteration 31Q (144226.330000 sec): 3 clusters
  Score: Raw -103195.554152 + Penalty 2206.049619 = -100989.504532
  nChanged 2
		SP:Iteration 32Q (144226.360000 sec): 3 clusters
  Score: Raw -103197.798055 + Penalty 2206.049619 = -100991.748435
  nChanged 2
		SP:Iteration 33Q (144226.380000 sec): 3 clusters
  Score: Raw -103199.164809 + Penalty 2206.049619 = -100993.115189
  nChanged 0
		SP:Iteration 34F (144226.400000 sec): 3 clusters
  Score: Raw -103199.164809 + Penalty 2206.049619 = -100993.115189
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 12 (502 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (144226.450000 sec): 2 clusters
  Score: Raw -60916.023429 + Penalty 1010.522519 = -59905.500909
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (144226.460000 sec): 3 clusters
  Score: Raw -60853.981386 + Penalty 2021.045039 = -58832.936347
  nChanged 108
		SP:Iteration 1F (144226.480000 sec): 3 clusters
  Score: Raw -61006.414466 + Penalty 2021.045039 = -58985.369427
  nChanged 20
		SP:Iteration 2Q (144226.500000 sec): 3 clusters
  Score: Raw -61037.241398 + Penalty 2021.045039 = -59016.196359
  nChanged 8
		SP:Iteration 3Q (144226.510000 sec): 3 clusters
  Score: Raw -61049.940588 + Penalty 2021.045039 = -59028.895549
  nChanged 5
		SP:Iteration 4Q (144226.520000 sec): 3 clusters
  Score: Raw -61057.750776 + Penalty 2021.045039 = -59036.705737
  nChanged 4
		SP:Iteration 5Q (144226.540000 sec): 3 clusters
  Score: Raw -61061.830859 + Penalty 2021.045039 = -59040.785821
  nChanged 3
		SP:Iteration 6Q (144226.560000 sec): 3 clusters
  Score: Raw -61064.547194 + Penalty 2021.045039 = -59043.502155
  nChanged 2
		SP:Iteration 7Q (144226.570000 sec): 3 clusters
  Score: Raw -61067.611542 + Penalty 2021.045039 = -59046.566504
  nChanged 2
		SP:Iteration 8Q (144226.590000 sec): 3 clusters
  Score: Raw -61069.474058 + Penalty 2021.045039 = -59048.429019
  nChanged 1
		SP:Iteration 9Q (144226.600000 sec): 3 clusters
  Score: Raw -61070.816602 + Penalty 2021.045039 = -59049.771563
  nChanged 2
		SP:Iteration 10Q (144226.620000 sec): 3 clusters
  Score: Raw -61072.967560 + Penalty 2021.045039 = -59051.922521
  nChanged 1
		SP:Iteration 11Q (144226.630000 sec): 3 clusters
  Score: Raw -61074.601826 + Penalty 2021.045039 = -59053.556787
  nChanged 0
		SP:Iteration 12F (144226.650000 sec): 3 clusters
  Score: Raw -61074.601826 + Penalty 2021.045039 = -59053.556787
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 13 (551 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (144226.690000 sec): 2 clusters
  Score: Raw -67611.083370 + Penalty 1025.656906 = -66585.426463
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (144226.720000 sec): 3 clusters
  Score: Raw -67487.624768 + Penalty 2051.313813 = -65436.310955
  nChanged 132
		SP:Iteration 1F (144226.730000 sec): 3 clusters
  Score: Raw -67673.114346 + Penalty 2051.313813 = -65621.800533
  nChanged 34
		SP:Iteration 2F (144226.750000 sec): 3 clusters
  Score: Raw -67721.691789 + Penalty 2051.313813 = -65670.377976
  nChanged 17
		SP:Iteration 3Q (144226.770000 sec): 3 clusters
  Score: Raw -67754.772066 + Penalty 2051.313813 = -65703.458253
  nChanged 11
		SP:Iteration 4Q (144226.780000 sec): 3 clusters
  Score: Raw -67771.699339 + Penalty 2051.313813 = -65720.385526
  nChanged 10
		SP:Iteration 5Q (144226.800000 sec): 3 clusters
  Score: Raw -67789.116601 + Penalty 2051.313813 = -65737.802788
  nChanged 8
		SP:Iteration 6Q (144226.810000 sec): 3 clusters
  Score: Raw -67808.638056 + Penalty 2051.313813 = -65757.324243
  nChanged 7
		SP:Iteration 7Q (144226.830000 sec): 3 clusters
  Score: Raw -67825.160523 + Penalty 2051.313813 = -65773.846710
  nChanged 5
		SP:Iteration 8Q (144226.840000 sec): 3 clusters
  Score: Raw -67833.040867 + Penalty 2051.313813 = -65781.727054
  nChanged 1
		SP:Iteration 9Q (144226.860000 sec): 3 clusters
  Score: Raw -67835.278906 + Penalty 2051.313813 = -65783.965093
  nChanged 1
		SP:Iteration 10Q (144226.880000 sec): 3 clusters
  Score: Raw -67835.940564 + Penalty 2051.313813 = -65784.626751
  nChanged 0
		SP:Iteration 11F (144226.890000 sec): 3 clusters
  Score: Raw -67835.940564 + Penalty 2051.313813 = -65784.626751
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 14 (326 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (144226.930000 sec): 2 clusters
  Score: Raw -35380.224974 + Penalty 940.370824 = -34439.854149
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (144226.940000 sec): 3 clusters
  Score: Raw -35423.387894 + Penalty 1880.741649 = -33542.646245
  nChanged 70
		SP:Iteration 1F (144226.940000 sec): 3 clusters
  Score: Raw -35554.464607 + Penalty 1880.741649 = -33673.722958
  nChanged 19
		SP:Iteration 2F (144226.950000 sec): 3 clusters
  Score: Raw -35600.551086 + Penalty 1880.741649 = -33719.809437
  nChanged 9
		SP:Iteration 3Q (144226.960000 sec): 3 clusters
  Score: Raw -35622.037179 + Penalty 1880.741649 = -33741.295531
  nChanged 9
		SP:Iteration 4Q (144226.960000 sec): 3 clusters
  Score: Raw -35645.039009 + Penalty 1880.741649 = -33764.297360
  nChanged 8
		SP:Iteration 5Q (144226.970000 sec): 3 clusters
  Score: Raw -35664.494051 + Penalty 1880.741649 = -33783.752402
  nChanged 5
		SP:Iteration 6Q (144226.980000 sec): 3 clusters
  Score: Raw -35675.908859 + Penalty 1880.741649 = -33795.167210
  nChanged 3
		SP:Iteration 7Q (144226.980000 sec): 3 clusters
  Score: Raw -35680.994079 + Penalty 1880.741649 = -33800.252430
  nChanged 5
		SP:Iteration 8Q (144226.990000 sec): 3 clusters
  Score: Raw -35687.455126 + Penalty 1880.741649 = -33806.713477
  nChanged 0
		SP:Iteration 9F (144227.000000 sec): 3 clusters
  Score: Raw -35687.455126 + Penalty 1880.741649 = -33806.713477
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 15 (5268 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (144227.100000 sec): 2 clusters
  Score: Raw -639061.375506 + Penalty 1392.528485 = -637668.847021
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (144227.280000 sec): 3 clusters
  Score: Raw -636370.422499 + Penalty 2785.056970 = -633585.365529
  nChanged 2095
		SP:Iteration 1F (144227.450000 sec): 3 clusters
  Score: Raw -637517.113237 + Penalty 2785.056970 = -634732.056267
  nChanged 380
		SP:Iteration 2F (144227.630000 sec): 3 clusters
  Score: Raw -637759.595235 + Penalty 2785.056970 = -634974.538264
  nChanged 294
		SP:Iteration 3F (144227.800000 sec): 3 clusters
  Score: Raw -637952.289749 + Penalty 2785.056970 = -635167.232779
  nChanged 244
		SP:Iteration 4Q (144227.980000 sec): 3 clusters
  Score: Raw -638093.422692 + Penalty 2785.056970 = -635308.365721
  nChanged 241
		SP:Iteration 5Q (144228.150000 sec): 3 clusters
  Score: Raw -638241.083835 + Penalty 2785.056970 = -635456.026865
  nChanged 245
		SP:Iteration 6Q (144228.320000 sec): 3 clusters
  Score: Raw -638403.257396 + Penalty 2785.056970 = -635618.200425
  nChanged 226
		SP:Iteration 7Q (144228.490000 sec): 3 clusters
  Score: Raw -638576.403888 + Penalty 2785.056970 = -635791.346918
  nChanged 223
		SP:Iteration 8Q (144228.670000 sec): 3 clusters
  Score: Raw -638746.251690 + Penalty 2785.056970 = -635961.194719
  nChanged 207
		SP:Iteration 9Q (144228.840000 sec): 3 clusters
  Score: Raw -638876.482135 + Penalty 2785.056970 = -636091.425164
  nChanged 162
		SP:Iteration 10Q (144229.010000 sec): 3 clusters
  Score: Raw -638976.123623 + Penalty 2785.056970 = -636191.066653
  nChanged 129
		SP:Iteration 11Q (144229.190000 sec): 3 clusters
  Score: Raw -639076.955654 + Penalty 2785.056970 = -636291.898684
  nChanged 151
		SP:Iteration 12Q (144229.360000 sec): 3 clusters
  Score: Raw -639194.977529 + Penalty 2785.056970 = -636409.920559
  nChanged 133
		SP:Iteration 13Q (144229.530000 sec): 3 clusters
  Score: Raw -639289.014195 + Penalty 2785.056970 = -636503.957224
  nChanged 139
		SP:Iteration 14Q (144229.710000 sec): 3 clusters
  Score: Raw -639378.340136 + Penalty 2785.056970 = -636593.283165
  nChanged 113
		SP:Iteration 15Q (144229.920000 sec): 3 clusters
  Score: Raw -639440.274803 + Penalty 2785.056970 = -636655.217832
  nChanged 96
		SP:Iteration 16Q (144230.090000 sec): 3 clusters
  Score: Raw -639494.359396 + Penalty 2785.056970 = -636709.302425
  nChanged 86
		SP:Iteration 17Q (144230.260000 sec): 3 clusters
  Score: Raw -639531.211361 + Penalty 2785.056970 = -636746.154390
  nChanged 60
		SP:Iteration 18Q (144230.440000 sec): 3 clusters
  Score: Raw -639557.021758 + Penalty 2785.056970 = -636771.964787
  nChanged 61
		SP:Iteration 19Q (144230.610000 sec): 3 clusters
  Score: Raw -639581.974175 + Penalty 2785.056970 = -636796.917205
  nChanged 59
		SP:Iteration 20F (144230.780000 sec): 3 clusters
  Score: Raw -639608.488514 + Penalty 2785.056970 = -636823.431544
  nChanged 57
		SP:Iteration 21Q (144230.960000 sec): 3 clusters
  Score: Raw -639633.522805 + Penalty 2785.056970 = -636848.465834
  nChanged 63
		SP:Iteration 22Q (144231.130000 sec): 3 clusters
  Score: Raw -639659.254381 + Penalty 2785.056970 = -636874.197411
  nChanged 66
		SP:Iteration 23Q (144231.300000 sec): 3 clusters
  Score: Raw -639687.013535 + Penalty 2785.056970 = -636901.956565
  nChanged 56
		SP:Iteration 24Q (144231.480000 sec): 3 clusters
  Score: Raw -639711.438122 + Penalty 2785.056970 = -636926.381151
  nChanged 49
		SP:Iteration 25Q (144231.650000 sec): 3 clusters
  Score: Raw -639730.384335 + Penalty 2785.056970 = -636945.327365
  nChanged 46
		SP:Iteration 26Q (144231.820000 sec): 3 clusters
  Score: Raw -639748.783187 + Penalty 2785.056970 = -636963.726217
  nChanged 45
		SP:Iteration 27Q (144232.000000 sec): 3 clusters
  Score: Raw -639763.443866 + Penalty 2785.056970 = -636978.386896
  nChanged 39
		SP:Iteration 28Q (144232.170000 sec): 3 clusters
  Score: Raw -639776.271667 + Penalty 2785.056970 = -636991.214696
  nChanged 43
		SP:Iteration 29Q (144232.340000 sec): 3 clusters
  Score: Raw -639788.308387 + Penalty 2785.056970 = -637003.251417
  nChanged 40
		SP:Iteration 30Q (144232.520000 sec): 3 clusters
  Score: Raw -639802.299654 + Penalty 2785.056970 = -637017.242684
  nChanged 37
		SP:Iteration 31Q (144232.690000 sec): 3 clusters
  Score: Raw -639815.272566 + Penalty 2785.056970 = -637030.215596
  nChanged 36
		SP:Iteration 32Q (144232.860000 sec): 3 clusters
  Score: Raw -639827.740755 + Penalty 2785.056970 = -637042.683785
  nChanged 34
		SP:Iteration 33Q (144233.040000 sec): 3 clusters
  Score: Raw -639838.398958 + Penalty 2785.056970 = -637053.341988
  nChanged 31
		SP:Iteration 34Q (144233.210000 sec): 3 clusters
  Score: Raw -639846.108125 + Penalty 2785.056970 = -637061.051155
  nChanged 23
		SP:Iteration 35Q (144233.380000 sec): 3 clusters
  Score: Raw -639854.489360 + Penalty 2785.056970 = -637069.432389
  nChanged 29
		SP:Iteration 36Q (144233.560000 sec): 3 clusters
  Score: Raw -639864.223334 + Penalty 2785.056970 = -637079.166364
  nChanged 24
		SP:Iteration 37Q (144233.730000 sec): 3 clusters
  Score: Raw -639871.323542 + Penalty 2785.056970 = -637086.266572
  nChanged 21
		SP:Iteration 38Q (144233.900000 sec): 3 clusters
  Score: Raw -639877.258379 + Penalty 2785.056970 = -637092.201408
  nChanged 22
		SP:Iteration 39Q (144234.080000 sec): 3 clusters
  Score: Raw -639887.430612 + Penalty 2785.056970 = -637102.373641
  nChanged 26
		SP:Iteration 40F (144234.250000 sec): 3 clusters
  Score: Raw -639899.152720 + Penalty 2785.056970 = -637114.095750
  nChanged 30
		SP:Iteration 41Q (144234.420000 sec): 3 clusters
  Score: Raw -639911.811189 + Penalty 2785.056970 = -637126.754219
  nChanged 22
		SP:Iteration 42Q (144234.600000 sec): 3 clusters
  Score: Raw -639920.652463 + Penalty 2785.056970 = -637135.595492
  nChanged 17
		SP:Iteration 43Q (144234.770000 sec): 3 clusters
  Score: Raw -639927.256008 + Penalty 2785.056970 = -637142.199038
  nChanged 19
		SP:Iteration 44Q (144234.940000 sec): 3 clusters
  Score: Raw -639936.912181 + Penalty 2785.056970 = -637151.855210
  nChanged 17
		SP:Iteration 45Q (144235.120000 sec): 3 clusters
  Score: Raw -639941.729876 + Penalty 2785.056970 = -637156.672906
  nChanged 11
		SP:Iteration 46Q (144235.290000 sec): 3 clusters
  Score: Raw -639944.960965 + Penalty 2785.056970 = -637159.903995
  nChanged 12
		SP:Iteration 47Q (144235.460000 sec): 3 clusters
  Score: Raw -639947.286597 + Penalty 2785.056970 = -637162.229626
  nChanged 2
		SP:Iteration 48Q (144235.640000 sec): 3 clusters
  Score: Raw -639947.961716 + Penalty 2785.056970 = -637162.904745
  nChanged 4
		SP:Iteration 49Q (144235.810000 sec): 3 clusters
  Score: Raw -639948.541515 + Penalty 2785.056970 = -637163.484544
  nChanged 1
		SP:Iteration 50Q (144235.980000 sec): 3 clusters
  Score: Raw -639948.785846 + Penalty 2785.056970 = -637163.728875
  nChanged 0
		SP:Iteration 51F (144236.160000 sec): 3 clusters
  Score: Raw -639948.785846 + Penalty 2785.056970 = -637163.728875
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 16 (346304 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (144237.980000 sec): 2 clusters
  Score: Raw -42490422.586427 + Penalty 2072.699246 = -42488349.887181
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (144240.780000 sec): 3 clusters
  Score: Raw -42258832.635499 + Penalty 4145.398491 = -42254687.237008
  nChanged 168845
		SP:Iteration 1F (144243.530000 sec): 3 clusters
  Score: Raw -42359766.555492 + Penalty 4145.398491 = -42355621.157001
  nChanged 8653
		SP:Iteration 2Q (144246.440000 sec): 3 clusters
  Score: Raw -42361397.323986 + Penalty 4145.398491 = -42357251.925495
  nChanged 9633
		SP:Iteration 3Q (144249.380000 sec): 3 clusters
  Score: Raw -42363712.103653 + Penalty 4145.398491 = -42359566.705162
  nChanged 11923
		SP:Iteration 4Q (144252.400000 sec): 3 clusters
  Score: Raw -42367412.293367 + Penalty 4145.398491 = -42363266.894875
  nChanged 15334
		SP:Iteration 5Q (144255.340000 sec): 3 clusters
  Score: Raw -42373831.292443 + Penalty 4145.398491 = -42369685.893952
  nChanged 19999
		SP:Iteration 6F (144258.030000 sec): 3 clusters
  Score: Raw -42385085.030617 + Penalty 4145.398491 = -42380939.632126
  nChanged 24827
		SP:Iteration 7F (144260.770000 sec): 3 clusters
  Score: Raw -42402930.606797 + Penalty 4145.398491 = -42398785.208305
  nChanged 26888
		SP:Iteration 8F (144263.500000 sec): 3 clusters
  Score: Raw -42425494.381929 + Penalty 4145.398491 = -42421348.983438
  nChanged 24105
		SP:Iteration 9F (144266.230000 sec): 3 clusters
  Score: Raw -42447360.975467 + Penalty 4145.398491 = -42443215.576976
  nChanged 17983
		SP:Iteration 10F (144268.950000 sec): 3 clusters
  Score: Raw -42463695.457518 + Penalty 4145.398491 = -42459550.059027
  nChanged 11722
		SP:Iteration 11Q (144271.640000 sec): 3 clusters
  Score: Raw -42473776.453141 + Penalty 4145.398491 = -42469631.054649
  nChanged 7485
		SP:Iteration 12Q (144274.200000 sec): 3 clusters
  Score: Raw -42479812.608234 + Penalty 4145.398491 = -42475667.209743
  nChanged 4880
		SP:Iteration 13Q (144276.760000 sec): 3 clusters
  Score: Raw -42483508.616513 + Penalty 4145.398491 = -42479363.218022
  nChanged 3263
		SP:Iteration 14Q (144279.300000 sec): 3 clusters
  Score: Raw -42485805.773451 + Penalty 4145.398491 = -42481660.374959
  nChanged 2275
		SP:Iteration 15Q (144281.570000 sec): 3 clusters
  Score: Raw -42487294.871755 + Penalty 4145.398491 = -42483149.473264
  nChanged 1571
		SP:Iteration 16Q (144284.000000 sec): 3 clusters
  Score: Raw -42488264.490823 + Penalty 4145.398491 = -42484119.092332
  nChanged 1166
		SP:Iteration 17Q (144286.480000 sec): 3 clusters
  Score: Raw -42488947.590773 + Penalty 4145.398491 = -42484802.192282
  nChanged 861
		SP:Iteration 18Q (144288.920000 sec): 3 clusters
  Score: Raw -42489408.303290 + Penalty 4145.398491 = -42485262.904799
  nChanged 653
		SP:Iteration 19Q (144291.430000 sec): 3 clusters
  Score: Raw -42489726.213051 + Penalty 4145.398491 = -42485580.814559
  nChanged 468
		SP:Iteration 20F (144294.190000 sec): 3 clusters
  Score: Raw -42489941.481575 + Penalty 4145.398491 = -42485796.083083
  nChanged 358
		SP:Iteration 21Q (144296.730000 sec): 3 clusters
  Score: Raw -42490123.355062 + Penalty 4145.398491 = -42485977.956571
  nChanged 332
		SP:Iteration 22Q (144299.240000 sec): 3 clusters
  Score: Raw -42490297.341923 + Penalty 4145.398491 = -42486151.943432
  nChanged 257
		SP:Iteration 23Q (144301.680000 sec): 3 clusters
  Score: Raw -42490434.079227 + Penalty 4145.398491 = -42486288.680736
  nChanged 189
		SP:Iteration 24Q (144304.210000 sec): 3 clusters
  Score: Raw -42490518.983457 + Penalty 4145.398491 = -42486373.584966
  nChanged 152
		SP:Iteration 25Q (144306.730000 sec): 3 clusters
  Score: Raw -42490591.340468 + Penalty 4145.398491 = -42486445.941976
  nChanged 125
		SP:Iteration 26Q (144309.190000 sec): 3 clusters
  Score: Raw -42490649.153322 + Penalty 4145.398491 = -42486503.754831
  nChanged 102
		SP:Iteration 27Q (144311.710000 sec): 3 clusters
  Score: Raw -42490695.098253 + Penalty 4145.398491 = -42486549.699762
  nChanged 85
		SP:Iteration 28Q (144314.110000 sec): 3 clusters
  Score: Raw -42490728.852746 + Penalty 4145.398491 = -42486583.454255
  nChanged 60
		SP:Iteration 29Q (144316.540000 sec): 3 clusters
  Score: Raw -42490748.637817 + Penalty 4145.398491 = -42486603.239325
  nChanged 44
		SP:Iteration 30Q (144318.990000 sec): 3 clusters
  Score: Raw -42490762.579917 + Penalty 4145.398491 = -42486617.181426
  nChanged 36
		SP:Iteration 31Q (144321.420000 sec): 3 clusters
  Score: Raw -42490775.747283 + Penalty 4145.398491 = -42486630.348792
  nChanged 29
		SP:Iteration 32Q (144323.870000 sec): 3 clusters
  Score: Raw -42490785.207437 + Penalty 4145.398491 = -42486639.808945
  nChanged 18
		SP:Iteration 33Q (144326.300000 sec): 3 clusters
  Score: Raw -42490792.511521 + Penalty 4145.398491 = -42486647.113029
  nChanged 23
		SP:Iteration 34Q (144328.750000 sec): 3 clusters
  Score: Raw -42490802.367244 + Penalty 4145.398491 = -42486656.968753
  nChanged 27
		SP:Iteration 35Q (144331.230000 sec): 3 clusters
  Score: Raw -42490812.752481 + Penalty 4145.398491 = -42486667.353990
  nChanged 26
		SP:Iteration 36Q (144333.750000 sec): 3 clusters
  Score: Raw -42490823.694178 + Penalty 4145.398491 = -42486678.295687
  nChanged 28
		SP:Iteration 37Q (144336.230000 sec): 3 clusters
  Score: Raw -42490836.202706 + Penalty 4145.398491 = -42486690.804215
  nChanged 28
		SP:Iteration 38Q (144338.700000 sec): 3 clusters
  Score: Raw -42490844.750678 + Penalty 4145.398491 = -42486699.352187
  nChanged 22
		SP:Iteration 39Q (144341.130000 sec): 3 clusters
  Score: Raw -42490853.521876 + Penalty 4145.398491 = -42486708.123385
  nChanged 19
		SP:Iteration 40F (144343.860000 sec): 3 clusters
  Score: Raw -42490858.604891 + Penalty 4145.398491 = -42486713.206399
  nChanged 19
		SP:Iteration 41Q (144346.280000 sec): 3 clusters
  Score: Raw -42490865.081524 + Penalty 4145.398491 = -42486719.683033
  nChanged 19
		SP:Iteration 42Q (144348.780000 sec): 3 clusters
  Score: Raw -42490872.139883 + Penalty 4145.398491 = -42486726.741392
  nChanged 17
		SP:Iteration 43Q (144351.040000 sec): 3 clusters
  Score: Raw -42490878.943200 + Penalty 4145.398491 = -42486733.544709
  nChanged 15
		SP:Iteration 44Q (144353.450000 sec): 3 clusters
  Score: Raw -42490885.209797 + Penalty 4145.398491 = -42486739.811306
  nChanged 15
		SP:Iteration 45Q (144355.840000 sec): 3 clusters
  Score: Raw -42490890.327504 + Penalty 4145.398491 = -42486744.929013
  nChanged 5
		SP:Iteration 46Q (144358.250000 sec): 3 clusters
  Score: Raw -42490891.847480 + Penalty 4145.398491 = -42486746.448989
  nChanged 2
		SP:Iteration 47Q (144360.680000 sec): 3 clusters
  Score: Raw -42490892.226620 + Penalty 4145.398491 = -42486746.828129
  nChanged 0
		SP:Iteration 48F (144363.320000 sec): 3 clusters
  Score: Raw -42490892.226620 + Penalty 4145.398491 = -42486746.828129
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 17 (10668 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (144363.520000 sec): 2 clusters
  Score: Raw -1339664.686017 + Penalty 1507.188131 = -1338157.497886
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (144363.770000 sec): 3 clusters
  Score: Raw -1333580.596407 + Penalty 3014.376263 = -1330566.220144
  nChanged 4601
		SP:Iteration 1F (144364.000000 sec): 3 clusters
  Score: Raw -1336092.447304 + Penalty 3014.376263 = -1333078.071041
  nChanged 614
		SP:Iteration 2F (144364.210000 sec): 3 clusters
  Score: Raw -1336366.030068 + Penalty 3014.376263 = -1333351.653806
  nChanged 542
		SP:Iteration 3F (144364.440000 sec): 3 clusters
  Score: Raw -1336620.168993 + Penalty 3014.376263 = -1333605.792731
  nChanged 569
		SP:Iteration 4F (144364.660000 sec): 3 clusters
  Score: Raw -1336923.796777 + Penalty 3014.376263 = -1333909.420514
  nChanged 602
		SP:Iteration 5F (144364.920000 sec): 3 clusters
  Score: Raw -1337301.814484 + Penalty 3014.376263 = -1334287.438221
  nChanged 666
		SP:Iteration 6F (144365.140000 sec): 3 clusters
  Score: Raw -1337809.699699 + Penalty 3014.376263 = -1334795.323436
  nChanged 676
		SP:Iteration 7F (144365.360000 sec): 3 clusters
  Score: Raw -1338376.072441 + Penalty 3014.376263 = -1335361.696178
  nChanged 624
		SP:Iteration 8F (144365.580000 sec): 3 clusters
  Score: Raw -1338941.849805 + Penalty 3014.376263 = -1335927.473543
  nChanged 473
		SP:Iteration 9Q (144365.850000 sec): 3 clusters
  Score: Raw -1339397.739662 + Penalty 3014.376263 = -1336383.363399
  nChanged 313
		SP:Iteration 10Q (144366.110000 sec): 3 clusters
  Score: Raw -1339700.451273 + Penalty 3014.376263 = -1336686.075010
  nChanged 167
		SP:Iteration 11Q (144366.330000 sec): 3 clusters
  Score: Raw -1339859.382986 + Penalty 3014.376263 = -1336845.006723
  nChanged 99
		SP:Iteration 12Q (144366.550000 sec): 3 clusters
  Score: Raw -1339947.146474 + Penalty 3014.376263 = -1336932.770211
  nChanged 38
		SP:Iteration 13Q (144366.770000 sec): 3 clusters
  Score: Raw -1339993.433298 + Penalty 3014.376263 = -1336979.057035
  nChanged 30
		SP:Iteration 14Q (144366.980000 sec): 3 clusters
  Score: Raw -1340029.002858 + Penalty 3014.376263 = -1337014.626596
  nChanged 16
		SP:Iteration 15Q (144367.210000 sec): 3 clusters
  Score: Raw -1340046.108654 + Penalty 3014.376263 = -1337031.732391
  nChanged 14
		SP:Iteration 16Q (144367.420000 sec): 3 clusters
  Score: Raw -1340066.802239 + Penalty 3014.376263 = -1337052.425976
  nChanged 11
		SP:Iteration 17Q (144367.640000 sec): 3 clusters
  Score: Raw -1340078.450671 + Penalty 3014.376263 = -1337064.074408
  nChanged 7
		SP:Iteration 18Q (144367.860000 sec): 3 clusters
  Score: Raw -1340089.282055 + Penalty 3014.376263 = -1337074.905792
  nChanged 10
		SP:Iteration 19Q (144368.080000 sec): 3 clusters
  Score: Raw -1340100.644212 + Penalty 3014.376263 = -1337086.267949
  nChanged 6
		SP:Iteration 20F (144368.390000 sec): 3 clusters
  Score: Raw -1340105.786589 + Penalty 3014.376263 = -1337091.410326
  nChanged 6
		SP:Iteration 21Q (144368.580000 sec): 3 clusters
  Score: Raw -1340115.579033 + Penalty 3014.376263 = -1337101.202770
  nChanged 5
		SP:Iteration 22Q (144368.790000 sec): 3 clusters
  Score: Raw -1340121.226164 + Penalty 3014.376263 = -1337106.849902
  nChanged 3
		SP:Iteration 23Q (144369.020000 sec): 3 clusters
  Score: Raw -1340125.136254 + Penalty 3014.376263 = -1337110.759991
  nChanged 4
		SP:Iteration 24Q (144369.240000 sec): 3 clusters
  Score: Raw -1340130.216193 + Penalty 3014.376263 = -1337115.839930
  nChanged 4
		SP:Iteration 25Q (144369.470000 sec): 3 clusters
  Score: Raw -1340133.476408 + Penalty 3014.376263 = -1337119.100145
  nChanged 2
		SP:Iteration 26Q (144369.610000 sec): 3 clusters
  Score: Raw -1340135.640501 + Penalty 3014.376263 = -1337121.264239
  nChanged 3
		SP:Iteration 27Q (144369.760000 sec): 3 clusters
  Score: Raw -1340138.637044 + Penalty 3014.376263 = -1337124.260781
  nChanged 1
		SP:Iteration 28Q (144369.970000 sec): 3 clusters
  Score: Raw -1340139.758015 + Penalty 3014.376263 = -1337125.381752
  nChanged 0
		SP:Iteration 29F (144370.210000 sec): 3 clusters
  Score: Raw -1340139.758015 + Penalty 3014.376263 = -1337125.381752
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 18 (5371 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (144370.330000 sec): 2 clusters
  Score: Raw -648729.616184 + Penalty 1395.675026 = -647333.941158
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (144370.520000 sec): 3 clusters
  Score: Raw -645902.857967 + Penalty 2791.350052 = -643111.507915
  nChanged 2207
		SP:Iteration 1F (144370.690000 sec): 3 clusters
  Score: Raw -647082.971352 + Penalty 2791.350052 = -644291.621301
  nChanged 404
		SP:Iteration 2F (144370.860000 sec): 3 clusters
  Score: Raw -647276.955617 + Penalty 2791.350052 = -644485.605565
  nChanged 269
		SP:Iteration 3F (144371.040000 sec): 3 clusters
  Score: Raw -647408.412573 + Penalty 2791.350052 = -644617.062521
  nChanged 228
		SP:Iteration 4Q (144371.210000 sec): 3 clusters
  Score: Raw -647507.816946 + Penalty 2791.350052 = -644716.466894
  nChanged 186
		SP:Iteration 5Q (144371.380000 sec): 3 clusters
  Score: Raw -647601.454481 + Penalty 2791.350052 = -644810.104430
  nChanged 214
		SP:Iteration 6Q (144371.550000 sec): 3 clusters
  Score: Raw -647731.053753 + Penalty 2791.350052 = -644939.703701
  nChanged 263
		SP:Iteration 7Q (144371.730000 sec): 3 clusters
  Score: Raw -647914.363852 + Penalty 2791.350052 = -645123.013801
  nChanged 287
		SP:Iteration 8F (144371.900000 sec): 3 clusters
  Score: Raw -648134.892024 + Penalty 2791.350052 = -645343.541973
  nChanged 306
		SP:Iteration 9F (144372.070000 sec): 3 clusters
  Score: Raw -648378.893333 + Penalty 2791.350052 = -645587.543282
  nChanged 283
		SP:Iteration 10F (144372.250000 sec): 3 clusters
  Score: Raw -648595.100377 + Penalty 2791.350052 = -645803.750325
  nChanged 248
		SP:Iteration 11Q (144372.420000 sec): 3 clusters
  Score: Raw -648757.810219 + Penalty 2791.350052 = -645966.460167
  nChanged 177
		SP:Iteration 12Q (144372.590000 sec): 3 clusters
  Score: Raw -648860.435390 + Penalty 2791.350052 = -646069.085338
  nChanged 139
		SP:Iteration 13Q (144372.770000 sec): 3 clusters
  Score: Raw -648925.579032 + Penalty 2791.350052 = -646134.228981
  nChanged 92
		SP:Iteration 14Q (144372.940000 sec): 3 clusters
  Score: Raw -648960.211083 + Penalty 2791.350052 = -646168.861031
  nChanged 73
		SP:Iteration 15Q (144373.110000 sec): 3 clusters
  Score: Raw -648985.413796 + Penalty 2791.350052 = -646194.063745
  nChanged 53
		SP:Iteration 16Q (144373.290000 sec): 3 clusters
  Score: Raw -649003.018437 + Penalty 2791.350052 = -646211.668386
  nChanged 47
		SP:Iteration 17Q (144373.460000 sec): 3 clusters
  Score: Raw -649019.786785 + Penalty 2791.350052 = -646228.436733
  nChanged 47
		SP:Iteration 18Q (144373.630000 sec): 3 clusters
  Score: Raw -649034.594905 + Penalty 2791.350052 = -646243.244853
  nChanged 34
		SP:Iteration 19Q (144373.810000 sec): 3 clusters
  Score: Raw -649046.138452 + Penalty 2791.350052 = -646254.788400
  nChanged 23
		SP:Iteration 20F (144373.980000 sec): 3 clusters
  Score: Raw -649052.561000 + Penalty 2791.350052 = -646261.210948
  nChanged 15
		SP:Iteration 21Q (144374.150000 sec): 3 clusters
  Score: Raw -649055.759487 + Penalty 2791.350052 = -646264.409436
  nChanged 10
		SP:Iteration 22Q (144374.330000 sec): 3 clusters
  Score: Raw -649058.038666 + Penalty 2791.350052 = -646266.688614
  nChanged 4
		SP:Iteration 23Q (144374.500000 sec): 3 clusters
  Score: Raw -649059.563809 + Penalty 2791.350052 = -646268.213757
  nChanged 4
		SP:Iteration 24Q (144374.670000 sec): 3 clusters
  Score: Raw -649060.480615 + Penalty 2791.350052 = -646269.130563
  nChanged 5
		SP:Iteration 25Q (144374.850000 sec): 3 clusters
  Score: Raw -649061.858780 + Penalty 2791.350052 = -646270.508728
  nChanged 2
		SP:Iteration 26Q (144375.020000 sec): 3 clusters
  Score: Raw -649062.304898 + Penalty 2791.350052 = -646270.954847
  nChanged 3
		SP:Iteration 27Q (144375.190000 sec): 3 clusters
  Score: Raw -649063.315883 + Penalty 2791.350052 = -646271.965832
  nChanged 3
		SP:Iteration 28Q (144375.370000 sec): 3 clusters
  Score: Raw -649063.959315 + Penalty 2791.350052 = -646272.609263
  nChanged 1
		SP:Iteration 29Q (144375.540000 sec): 3 clusters
  Score: Raw -649064.140743 + Penalty 2791.350052 = -646272.790691
  nChanged 0
		SP:Iteration 30F (144375.710000 sec): 3 clusters
  Score: Raw -649064.140743 + Penalty 2791.350052 = -646272.790691
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 19 (1105 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (144375.780000 sec): 2 clusters
  Score: Raw -131501.037769 + Penalty 1138.735100 = -130362.302669
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (144375.960000 sec): 3 clusters
  Score: Raw -131156.796985 + Penalty 2277.470200 = -128879.326786
  nChanged 330
		SP:Iteration 1F (144376.130000 sec): 3 clusters
  Score: Raw -131489.824938 + Penalty 2277.470200 = -129212.354738
  nChanged 98
		SP:Iteration 2F (144376.310000 sec): 3 clusters
  Score: Raw -131642.804963 + Penalty 2277.470200 = -129365.334764
  nChanged 57
		SP:Iteration 3F (144376.490000 sec): 3 clusters
  Score: Raw -131731.894706 + Penalty 2277.470200 = -129454.424506
  nChanged 37
		SP:Iteration 4Q (144376.660000 sec): 3 clusters
  Score: Raw -131795.807263 + Penalty 2277.470200 = -129518.337064
  nChanged 31
		SP:Iteration 5Q (144376.830000 sec): 3 clusters
  Score: Raw -131831.176274 + Penalty 2277.470200 = -129553.706074
  nChanged 27
		SP:Iteration 6Q (144377.010000 sec): 3 clusters
  Score: Raw -131861.900863 + Penalty 2277.470200 = -129584.430664
  nChanged 29
		SP:Iteration 7Q (144377.190000 sec): 3 clusters
  Score: Raw -131891.143774 + Penalty 2277.470200 = -129613.673575
  nChanged 18
		SP:Iteration 8Q (144377.360000 sec): 3 clusters
  Score: Raw -131911.034626 + Penalty 2277.470200 = -129633.564427
  nChanged 16
		SP:Iteration 9Q (144377.540000 sec): 3 clusters
  Score: Raw -131934.484252 + Penalty 2277.470200 = -129657.014052
  nChanged 19
		SP:Iteration 10Q (144377.710000 sec): 3 clusters
  Score: Raw -131955.064262 + Penalty 2277.470200 = -129677.594063
  nChanged 13
		SP:Iteration 11Q (144377.890000 sec): 3 clusters
  Score: Raw -131969.183998 + Penalty 2277.470200 = -129691.713798
  nChanged 14
		SP:Iteration 12Q (144378.070000 sec): 3 clusters
  Score: Raw -131989.691150 + Penalty 2277.470200 = -129712.220951
  nChanged 12
		SP:Iteration 13Q (144378.240000 sec): 3 clusters
  Score: Raw -132008.712160 + Penalty 2277.470200 = -129731.241961
  nChanged 12
		SP:Iteration 14Q (144378.420000 sec): 3 clusters
  Score: Raw -132029.076741 + Penalty 2277.470200 = -129751.606541
  nChanged 18
		SP:Iteration 15Q (144378.590000 sec): 3 clusters
  Score: Raw -132056.224955 + Penalty 2277.470200 = -129778.754755
  nChanged 20
		SP:Iteration 16Q (144378.770000 sec): 3 clusters
  Score: Raw -132090.565407 + Penalty 2277.470200 = -129813.095208
  nChanged 15
		SP:Iteration 17Q (144378.950000 sec): 3 clusters
  Score: Raw -132113.492503 + Penalty 2277.470200 = -129836.022303
  nChanged 16
		SP:Iteration 18Q (144379.120000 sec): 3 clusters
  Score: Raw -132155.320691 + Penalty 2277.470200 = -129877.850492
  nChanged 14
		SP:Iteration 19Q (144379.300000 sec): 3 clusters
  Score: Raw -132184.104657 + Penalty 2277.470200 = -129906.634457
  nChanged 13
		SP:Iteration 20F (144379.470000 sec): 3 clusters
  Score: Raw -132207.646729 + Penalty 2277.470200 = -129930.176530
  nChanged 13
		SP:Iteration 21Q (144379.650000 sec): 3 clusters
  Score: Raw -132241.496141 + Penalty 2277.470200 = -129964.025942
  nChanged 16
		SP:Iteration 22Q (144379.820000 sec): 3 clusters
  Score: Raw -132282.847781 + Penalty 2277.470200 = -130005.377582
  nChanged 13
		SP:Iteration 23Q (144380.000000 sec): 3 clusters
  Score: Raw -132312.213641 + Penalty 2277.470200 = -130034.743442
  nChanged 13
		SP:Iteration 24Q (144380.170000 sec): 3 clusters
  Score: Raw -132336.305204 + Penalty 2277.470200 = -130058.835005
  nChanged 5
		SP:Iteration 25Q (144380.350000 sec): 3 clusters
  Score: Raw -132341.631322 + Penalty 2277.470200 = -130064.161123
  nChanged 4
		SP:Iteration 26Q (144380.530000 sec): 3 clusters
  Score: Raw -132348.484748 + Penalty 2277.470200 = -130071.014548
  nChanged 3
		SP:Iteration 27Q (144380.700000 sec): 3 clusters
  Score: Raw -132354.563309 + Penalty 2277.470200 = -130077.093109
  nChanged 2
		SP:Iteration 28Q (144380.880000 sec): 3 clusters
  Score: Raw -132356.463221 + Penalty 2277.470200 = -130078.993022
  nChanged 1
		SP:Iteration 29Q (144381.050000 sec): 3 clusters
  Score: Raw -132356.841269 + Penalty 2277.470200 = -130079.371070
  nChanged 0
		SP:Iteration 30F (144381.230000 sec): 3 clusters
  Score: Raw -132356.841269 + Penalty 2277.470200 = -130079.371070
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 20 (31185 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (144381.500000 sec): 2 clusters
  Score: Raw -3682514.222086 + Penalty 1681.500029 = -3680832.722057
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (144381.930000 sec): 3 clusters
  Score: Raw -3663241.948516 + Penalty 3363.000059 = -3659878.948457
  nChanged 14414
		SP:Iteration 1F (144382.320000 sec): 3 clusters
  Score: Raw -3671034.744006 + Penalty 3363.000059 = -3667671.743947
  nChanged 1267
		SP:Iteration 2Q (144382.750000 sec): 3 clusters
  Score: Raw -3671426.091656 + Penalty 3363.000059 = -3668063.091597
  nChanged 1249
		SP:Iteration 3Q (144383.190000 sec): 3 clusters
  Score: Raw -3671801.535867 + Penalty 3363.000059 = -3668438.535808
  nChanged 1191
		SP:Iteration 4Q (144383.620000 sec): 3 clusters
  Score: Raw -3672175.798787 + Penalty 3363.000059 = -3668812.798728
  nChanged 1195
		SP:Iteration 5Q (144384.050000 sec): 3 clusters
  Score: Raw -3672576.798738 + Penalty 3363.000059 = -3669213.798679
  nChanged 1131
		SP:Iteration 6Q (144384.490000 sec): 3 clusters
  Score: Raw -3672945.561204 + Penalty 3363.000059 = -3669582.561145
  nChanged 1100
		SP:Iteration 7Q (144384.880000 sec): 3 clusters
  Score: Raw -3673350.397673 + Penalty 3363.000059 = -3669987.397614
  nChanged 1120
		SP:Iteration 8Q (144385.310000 sec): 3 clusters
  Score: Raw -3673805.251112 + Penalty 3363.000059 = -3670442.251053
  nChanged 1199
		SP:Iteration 9Q (144385.780000 sec): 3 clusters
  Score: Raw -3674334.086114 + Penalty 3363.000059 = -3670971.086055
  nChanged 1291
		SP:Iteration 10Q (144386.210000 sec): 3 clusters
  Score: Raw -3674977.260839 + Penalty 3363.000059 = -3671614.260780
  nChanged 1464
		SP:Iteration 11Q (144386.650000 sec): 3 clusters
  Score: Raw -3675824.273697 + Penalty 3363.000059 = -3672461.273638
  nChanged 1630
		SP:Iteration 12F (144387.020000 sec): 3 clusters
  Score: Raw -3676895.870887 + Penalty 3363.000059 = -3673532.870829
  nChanged 1823
		SP:Iteration 13F (144387.470000 sec): 3 clusters
  Score: Raw -3678180.748927 + Penalty 3363.000059 = -3674817.748868
  nChanged 1777
		SP:Iteration 14F (144387.900000 sec): 3 clusters
  Score: Raw -3679465.068209 + Penalty 3363.000059 = -3676102.068150
  nChanged 1508
		SP:Iteration 15Q (144388.330000 sec): 3 clusters
  Score: Raw -3680574.491246 + Penalty 3363.000059 = -3677211.491188
  nChanged 1115
		SP:Iteration 16Q (144388.770000 sec): 3 clusters
  Score: Raw -3681376.841543 + Penalty 3363.000059 = -3678013.841484
  nChanged 736
		SP:Iteration 17Q (144389.160000 sec): 3 clusters
  Score: Raw -3681897.815802 + Penalty 3363.000059 = -3678534.815743
  nChanged 438
		SP:Iteration 18Q (144389.510000 sec): 3 clusters
  Score: Raw -3682212.554634 + Penalty 3363.000059 = -3678849.554575
  nChanged 232
		SP:Iteration 19Q (144389.900000 sec): 3 clusters
  Score: Raw -3682381.691361 + Penalty 3363.000059 = -3679018.691302
  nChanged 149
		SP:Iteration 20F (144390.270000 sec): 3 clusters
  Score: Raw -3682493.227660 + Penalty 3363.000059 = -3679130.227601
  nChanged 86
		SP:Iteration 21Q (144390.640000 sec): 3 clusters
  Score: Raw -3682561.653577 + Penalty 3363.000059 = -3679198.653518
  nChanged 58
		SP:Iteration 22Q (144391.030000 sec): 3 clusters
  Score: Raw -3682605.007486 + Penalty 3363.000059 = -3679242.007427
  nChanged 41
		SP:Iteration 23Q (144391.420000 sec): 3 clusters
  Score: Raw -3682640.750851 + Penalty 3363.000059 = -3679277.750793
  nChanged 29
		SP:Iteration 24Q (144391.810000 sec): 3 clusters
  Score: Raw -3682661.142749 + Penalty 3363.000059 = -3679298.142690
  nChanged 24
		SP:Iteration 25Q (144392.150000 sec): 3 clusters
  Score: Raw -3682681.370725 + Penalty 3363.000059 = -3679318.370666
  nChanged 16
		SP:Iteration 26Q (144392.530000 sec): 3 clusters
  Score: Raw -3682694.600537 + Penalty 3363.000059 = -3679331.600478
  nChanged 15
		SP:Iteration 27Q (144392.880000 sec): 3 clusters
  Score: Raw -3682707.646723 + Penalty 3363.000059 = -3679344.646664
  nChanged 10
		SP:Iteration 28Q (144393.260000 sec): 3 clusters
  Score: Raw -3682714.038395 + Penalty 3363.000059 = -3679351.038336
  nChanged 8
		SP:Iteration 29Q (144393.640000 sec): 3 clusters
  Score: Raw -3682721.280369 + Penalty 3363.000059 = -3679358.280311
  nChanged 13
		SP:Iteration 30Q (144394.020000 sec): 3 clusters
  Score: Raw -3682730.047613 + Penalty 3363.000059 = -3679367.047554
  nChanged 5
		SP:Iteration 31Q (144394.340000 sec): 3 clusters
  Score: Raw -3682736.629862 + Penalty 3363.000059 = -3679373.629803
  nChanged 8
		SP:Iteration 32Q (144394.740000 sec): 3 clusters
  Score: Raw -3682743.356996 + Penalty 3363.000059 = -3679380.356937
  nChanged 5
		SP:Iteration 33Q (144395.120000 sec): 3 clusters
  Score: Raw -3682748.685073 + Penalty 3363.000059 = -3679385.685014
  nChanged 5
		SP:Iteration 34Q (144395.520000 sec): 3 clusters
  Score: Raw -3682751.801012 + Penalty 3363.000059 = -3679388.800953
  nChanged 0
		SP:Iteration 35F (144395.950000 sec): 3 clusters
  Score: Raw -3682751.801012 + Penalty 3363.000059 = -3679388.800953
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 21 (13498 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (144396.090000 sec): 2 clusters
  Score: Raw -1642545.235061 + Penalty 1545.423231 = -1640999.811830
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (144396.270000 sec): 3 clusters
  Score: Raw -1634763.399839 + Penalty 3090.846462 = -1631672.553377
  nChanged 5889
		SP:Iteration 1F (144396.470000 sec): 3 clusters
  Score: Raw -1637997.589081 + Penalty 3090.846462 = -1634906.742619
  nChanged 872
		SP:Iteration 2F (144396.730000 sec): 3 clusters
  Score: Raw -1638448.893797 + Penalty 3090.846462 = -1635358.047335
  nChanged 857
		SP:Iteration 3F (144397.020000 sec): 3 clusters
  Score: Raw -1638900.803465 + Penalty 3090.846462 = -1635809.957003
  nChanged 832
		SP:Iteration 4F (144397.290000 sec): 3 clusters
  Score: Raw -1639379.454551 + Penalty 3090.846462 = -1636288.608089
  nChanged 812
		SP:Iteration 5F (144397.580000 sec): 3 clusters
  Score: Raw -1639835.516255 + Penalty 3090.846462 = -1636744.669793
  nChanged 734
		SP:Iteration 6F (144397.860000 sec): 3 clusters
  Score: Raw -1640202.861395 + Penalty 3090.846462 = -1637112.014933
  nChanged 589
		SP:Iteration 7Q (144398.140000 sec): 3 clusters
  Score: Raw -1640455.294240 + Penalty 3090.846462 = -1637364.447779
  nChanged 457
		SP:Iteration 8Q (144398.410000 sec): 3 clusters
  Score: Raw -1640650.509628 + Penalty 3090.846462 = -1637559.663166
  nChanged 416
		SP:Iteration 9Q (144398.630000 sec): 3 clusters
  Score: Raw -1640835.109604 + Penalty 3090.846462 = -1637744.263142
  nChanged 394
		SP:Iteration 10Q (144398.940000 sec): 3 clusters
  Score: Raw -1641011.530225 + Penalty 3090.846462 = -1637920.683764
  nChanged 347
		SP:Iteration 11Q (144399.180000 sec): 3 clusters
  Score: Raw -1641176.355184 + Penalty 3090.846462 = -1638085.508722
  nChanged 337
		SP:Iteration 12Q (144399.470000 sec): 3 clusters
  Score: Raw -1641345.211519 + Penalty 3090.846462 = -1638254.365057
  nChanged 343
		SP:Iteration 13Q (144399.750000 sec): 3 clusters
  Score: Raw -1641532.606305 + Penalty 3090.846462 = -1638441.759843
  nChanged 319
		SP:Iteration 14Q (144400.040000 sec): 3 clusters
  Score: Raw -1641726.385501 + Penalty 3090.846462 = -1638635.539039
  nChanged 320
		SP:Iteration 15Q (144400.320000 sec): 3 clusters
  Score: Raw -1641934.393029 + Penalty 3090.846462 = -1638843.546568
  nChanged 281
		SP:Iteration 16Q (144400.600000 sec): 3 clusters
  Score: Raw -1642108.874862 + Penalty 3090.846462 = -1639018.028400
  nChanged 245
		SP:Iteration 17Q (144400.880000 sec): 3 clusters
  Score: Raw -1642267.738102 + Penalty 3090.846462 = -1639176.891641
  nChanged 208
		SP:Iteration 18Q (144401.170000 sec): 3 clusters
  Score: Raw -1642407.770570 + Penalty 3090.846462 = -1639316.924109
  nChanged 178
		SP:Iteration 19Q (144401.410000 sec): 3 clusters
  Score: Raw -1642514.282348 + Penalty 3090.846462 = -1639423.435886
  nChanged 141
		SP:Iteration 20F (144401.650000 sec): 3 clusters
  Score: Raw -1642607.282434 + Penalty 3090.846462 = -1639516.435972
  nChanged 111
		SP:Iteration 21Q (144401.880000 sec): 3 clusters
  Score: Raw -1642675.663584 + Penalty 3090.846462 = -1639584.817122
  nChanged 103
		SP:Iteration 22Q (144402.120000 sec): 3 clusters
  Score: Raw -1642739.123245 + Penalty 3090.846462 = -1639648.276783
  nChanged 96
		SP:Iteration 23Q (144402.360000 sec): 3 clusters
  Score: Raw -1642793.739529 + Penalty 3090.846462 = -1639702.893067
  nChanged 87
		SP:Iteration 24Q (144402.600000 sec): 3 clusters
  Score: Raw -1642843.019152 + Penalty 3090.846462 = -1639752.172691
  nChanged 63
		SP:Iteration 25Q (144402.830000 sec): 3 clusters
  Score: Raw -1642875.429383 + Penalty 3090.846462 = -1639784.582922
  nChanged 53
		SP:Iteration 26Q (144403.070000 sec): 3 clusters
  Score: Raw -1642896.886841 + Penalty 3090.846462 = -1639806.040380
  nChanged 41
		SP:Iteration 27Q (144403.310000 sec): 3 clusters
  Score: Raw -1642916.701885 + Penalty 3090.846462 = -1639825.855424
  nChanged 33
		SP:Iteration 28Q (144403.590000 sec): 3 clusters
  Score: Raw -1642932.244702 + Penalty 3090.846462 = -1639841.398240
  nChanged 31
		SP:Iteration 29Q (144403.790000 sec): 3 clusters
  Score: Raw -1642944.247697 + Penalty 3090.846462 = -1639853.401236
  nChanged 29
		SP:Iteration 30Q (144404.040000 sec): 3 clusters
  Score: Raw -1642956.841487 + Penalty 3090.846462 = -1639865.995025
  nChanged 20
		SP:Iteration 31Q (144404.320000 sec): 3 clusters
  Score: Raw -1642964.998129 + Penalty 3090.846462 = -1639874.151667
  nChanged 12
		SP:Iteration 32Q (144404.560000 sec): 3 clusters
  Score: Raw -1642968.431368 + Penalty 3090.846462 = -1639877.584906
  nChanged 11
		SP:Iteration 33Q (144404.790000 sec): 3 clusters
  Score: Raw -1642971.406511 + Penalty 3090.846462 = -1639880.560050
  nChanged 14
		SP:Iteration 34Q (144405.090000 sec): 3 clusters
  Score: Raw -1642976.032175 + Penalty 3090.846462 = -1639885.185714
  nChanged 14
		SP:Iteration 35Q (144405.330000 sec): 3 clusters
  Score: Raw -1642983.109617 + Penalty 3090.846462 = -1639892.263155
  nChanged 13
		SP:Iteration 36Q (144405.610000 sec): 3 clusters
  Score: Raw -1642988.582826 + Penalty 3090.846462 = -1639897.736364
  nChanged 11
		SP:Iteration 37Q (144405.850000 sec): 3 clusters
  Score: Raw -1642991.217957 + Penalty 3090.846462 = -1639900.371495
  nChanged 7
		SP:Iteration 38Q (144406.140000 sec): 3 clusters
  Score: Raw -1642993.217177 + Penalty 3090.846462 = -1639902.370715
  nChanged 9
		SP:Iteration 39Q (144406.380000 sec): 3 clusters
  Score: Raw -1642996.002162 + Penalty 3090.846462 = -1639905.155700
  nChanged 7
		SP:Iteration 40F (144406.670000 sec): 3 clusters
  Score: Raw -1642999.029844 + Penalty 3090.846462 = -1639908.183382
  nChanged 10
		SP:Iteration 41Q (144406.910000 sec): 3 clusters
  Score: Raw -1643003.823510 + Penalty 3090.846462 = -1639912.977048
  nChanged 12
		SP:Iteration 42Q (144407.150000 sec): 3 clusters
  Score: Raw -1643009.470086 + Penalty 3090.846462 = -1639918.623624
  nChanged 12
		SP:Iteration 43Q (144407.390000 sec): 3 clusters
  Score: Raw -1643013.164016 + Penalty 3090.846462 = -1639922.317555
  nChanged 6
		SP:Iteration 44Q (144407.630000 sec): 3 clusters
  Score: Raw -1643015.626169 + Penalty 3090.846462 = -1639924.779708
  nChanged 6
		SP:Iteration 45Q (144407.870000 sec): 3 clusters
  Score: Raw -1643017.157212 + Penalty 3090.846462 = -1639926.310751
  nChanged 6
		SP:Iteration 46Q (144408.120000 sec): 3 clusters
  Score: Raw -1643019.076622 + Penalty 3090.846462 = -1639928.230161
  nChanged 4
		SP:Iteration 47Q (144408.290000 sec): 3 clusters
  Score: Raw -1643020.532296 + Penalty 3090.846462 = -1639929.685834
  nChanged 6
		SP:Iteration 48Q (144408.580000 sec): 3 clusters
  Score: Raw -1643022.148851 + Penalty 3090.846462 = -1639931.302390
  nChanged 3
		SP:Iteration 49Q (144408.810000 sec): 3 clusters
  Score: Raw -1643022.953721 + Penalty 3090.846462 = -1639932.107259
  nChanged 5
		SP:Iteration 50Q (144409.060000 sec): 3 clusters
  Score: Raw -1643024.199255 + Penalty 3090.846462 = -1639933.352793
  nChanged 3
		SP:Iteration 51Q (144409.330000 sec): 3 clusters
  Score: Raw -1643024.773432 + Penalty 3090.846462 = -1639933.926970
  nChanged 1
		SP:Iteration 52Q (144409.610000 sec): 3 clusters
  Score: Raw -1643025.566496 + Penalty 3090.846462 = -1639934.720034
  nChanged 3
		SP:Iteration 53Q (144409.860000 sec): 3 clusters
  Score: Raw -1643027.057401 + Penalty 3090.846462 = -1639936.210939
  nChanged 4
		SP:Iteration 54Q (144410.130000 sec): 3 clusters
  Score: Raw -1643028.212961 + Penalty 3090.846462 = -1639937.366499
  nChanged 2
		SP:Iteration 55Q (144410.370000 sec): 3 clusters
  Score: Raw -1643028.468564 + Penalty 3090.846462 = -1639937.622103
  nChanged 2
		SP:Iteration 56Q (144410.610000 sec): 3 clusters
  Score: Raw -1643029.229717 + Penalty 3090.846462 = -1639938.383255
  nChanged 0
		SP:Iteration 57F (144410.850000 sec): 3 clusters
  Score: Raw -1643029.229717 + Penalty 3090.846462 = -1639938.383255
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 22 (267 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (144410.950000 sec): 2 clusters
  Score: Raw -14037.296094 + Penalty 907.927907 = -13129.368187
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (144411.050000 sec): 3 clusters
  Score: Raw -14147.000782 + Penalty 1815.855814 = -12331.144968
  nChanged 61
		SP:Iteration 1F (144411.060000 sec): 3 clusters
  Score: Raw -14374.310352 + Penalty 1815.855814 = -12558.454538
  nChanged 13
		SP:Iteration 2Q (144411.060000 sec): 3 clusters
  Score: Raw -14430.380317 + Penalty 1815.855814 = -12614.524503
  nChanged 7
		SP:Iteration 3Q (144411.070000 sec): 3 clusters
  Score: Raw -14469.708196 + Penalty 1815.855814 = -12653.852382
  nChanged 7
		SP:Iteration 4Q (144411.070000 sec): 3 clusters
  Score: Raw -14505.146943 + Penalty 1815.855814 = -12689.291129
  nChanged 7
		SP:Iteration 5Q (144411.080000 sec): 3 clusters
  Score: Raw -14535.138825 + Penalty 1815.855814 = -12719.283011
  nChanged 5
		SP:Iteration 6Q (144411.080000 sec): 3 clusters
  Score: Raw -14552.782071 + Penalty 1815.855814 = -12736.926257
  nChanged 3
		SP:Iteration 7Q (144411.090000 sec): 3 clusters
  Score: Raw -14566.809390 + Penalty 1815.855814 = -12750.953576
  nChanged 6
		SP:Iteration 8Q (144411.100000 sec): 3 clusters
  Score: Raw -14588.445756 + Penalty 1815.855814 = -12772.589942
  nChanged 3
		SP:Iteration 9Q (144411.100000 sec): 3 clusters
  Score: Raw -14602.362669 + Penalty 1815.855814 = -12786.506855
  nChanged 2
		SP:Iteration 10Q (144411.120000 sec): 3 clusters
  Score: Raw -14616.906875 + Penalty 1815.855814 = -12801.051061
  nChanged 2
		SP:Iteration 11Q (144411.120000 sec): 3 clusters
  Score: Raw -14639.447665 + Penalty 1815.855814 = -12823.591851
  nChanged 1
		SP:Iteration 12Q (144411.130000 sec): 3 clusters
  Score: Raw -14648.805110 + Penalty 1815.855814 = -12832.949296
  nChanged 0
		SP:Iteration 13F (144411.140000 sec): 3 clusters
  Score: Raw -14648.805110 + Penalty 1815.855814 = -12832.949296
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 23 (502 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (144411.180000 sec): 2 clusters
  Score: Raw -54728.763224 + Penalty 1010.522519 = -53718.240704
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (144411.200000 sec): 3 clusters
  Score: Raw -54673.030510 + Penalty 2021.045039 = -52651.985471
  nChanged 111
		SP:Iteration 1F (144411.220000 sec): 3 clusters
  Score: Raw -54850.897138 + Penalty 2021.045039 = -52829.852099
  nChanged 29
		SP:Iteration 2F (144411.230000 sec): 3 clusters
  Score: Raw -54905.886392 + Penalty 2021.045039 = -52884.841353
  nChanged 17
		SP:Iteration 3Q (144411.250000 sec): 3 clusters
  Score: Raw -54940.346732 + Penalty 2021.045039 = -52919.301694
  nChanged 18
		SP:Iteration 4Q (144411.260000 sec): 3 clusters
  Score: Raw -54968.717953 + Penalty 2021.045039 = -52947.672914
  nChanged 10
		SP:Iteration 5Q (144411.280000 sec): 3 clusters
  Score: Raw -54990.735242 + Penalty 2021.045039 = -52969.690203
  nChanged 8
		SP:Iteration 6Q (144411.300000 sec): 3 clusters
  Score: Raw -55012.699504 + Penalty 2021.045039 = -52991.654465
  nChanged 7
		SP:Iteration 7Q (144411.310000 sec): 3 clusters
  Score: Raw -55030.660136 + Penalty 2021.045039 = -53009.615097
  nChanged 4
		SP:Iteration 8Q (144411.320000 sec): 3 clusters
  Score: Raw -55040.146861 + Penalty 2021.045039 = -53019.101822
  nChanged 5
		SP:Iteration 9Q (144411.340000 sec): 3 clusters
  Score: Raw -55048.637769 + Penalty 2021.045039 = -53027.592730
  nChanged 1
		SP:Iteration 10Q (144411.360000 sec): 3 clusters
  Score: Raw -55053.085844 + Penalty 2021.045039 = -53032.040805
  nChanged 2
		SP:Iteration 11Q (144411.370000 sec): 3 clusters
  Score: Raw -55055.408130 + Penalty 2021.045039 = -53034.363091
  nChanged 1
		SP:Iteration 12Q (144411.390000 sec): 3 clusters
  Score: Raw -55056.290164 + Penalty 2021.045039 = -53035.245125
  nChanged 1
		SP:Iteration 13Q (144411.400000 sec): 3 clusters
  Score: Raw -55057.933748 + Penalty 2021.045039 = -53036.888709
  nChanged 1
		SP:Iteration 14Q (144411.420000 sec): 3 clusters
  Score: Raw -55060.192494 + Penalty 2021.045039 = -53039.147455
  nChanged 0
		SP:Iteration 15F (144411.440000 sec): 3 clusters
  Score: Raw -55060.192494 + Penalty 2021.045039 = -53039.147455
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 24 (549 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (144411.480000 sec): 2 clusters
  Score: Raw -63959.184212 + Penalty 1025.065997 = -62934.118216
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (144411.500000 sec): 3 clusters
  Score: Raw -63940.288720 + Penalty 2050.131993 = -61890.156727
  nChanged 133
		SP:Iteration 1F (144411.510000 sec): 3 clusters
  Score: Raw -64133.295573 + Penalty 2050.131993 = -62083.163579
  nChanged 36
		SP:Iteration 2F (144411.530000 sec): 3 clusters
  Score: Raw -64186.221930 + Penalty 2050.131993 = -62136.089937
  nChanged 19
		SP:Iteration 3Q (144411.540000 sec): 3 clusters
  Score: Raw -64224.171692 + Penalty 2050.131993 = -62174.039699
  nChanged 22
		SP:Iteration 4Q (144411.560000 sec): 3 clusters
  Score: Raw -64261.804664 + Penalty 2050.131993 = -62211.672670
  nChanged 12
		SP:Iteration 5Q (144411.580000 sec): 3 clusters
  Score: Raw -64282.164421 + Penalty 2050.131993 = -62232.032427
  nChanged 9
		SP:Iteration 6Q (144411.590000 sec): 3 clusters
  Score: Raw -64339.720662 + Penalty 2050.131993 = -62289.588668
  nChanged 7
		SP:Iteration 7Q (144411.610000 sec): 3 clusters
  Score: Raw -64363.493231 + Penalty 2050.131993 = -62313.361237
  nChanged 13
		SP:Iteration 8Q (144411.620000 sec): 3 clusters
  Score: Raw -64405.963587 + Penalty 2050.131993 = -62355.831593
  nChanged 10
		SP:Iteration 9Q (144411.640000 sec): 3 clusters
  Score: Raw -64430.872625 + Penalty 2050.131993 = -62380.740631
  nChanged 5
		SP:Iteration 10Q (144411.660000 sec): 3 clusters
  Score: Raw -64440.395862 + Penalty 2050.131993 = -62390.263868
  nChanged 1
		SP:Iteration 11Q (144411.670000 sec): 3 clusters
  Score: Raw -64443.577051 + Penalty 2050.131993 = -62393.445058
  nChanged 2
		SP:Iteration 12Q (144411.690000 sec): 3 clusters
  Score: Raw -64448.502586 + Penalty 2050.131993 = -62398.370593
  nChanged 0
		SP:Iteration 13F (144411.700000 sec): 3 clusters
  Score: Raw -64448.502586 + Penalty 2050.131993 = -62398.370593
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 25 (4258 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (144411.780000 sec): 2 clusters
  Score: Raw -524667.158697 + Penalty 1357.940162 = -523309.218535
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (144411.870000 sec): 3 clusters
  Score: Raw -522560.493611 + Penalty 2715.880325 = -519844.613286
  nChanged 1698
		SP:Iteration 1F (144411.950000 sec): 3 clusters
  Score: Raw -523525.058208 + Penalty 2715.880325 = -520809.177883
  nChanged 324
		SP:Iteration 2F (144412.030000 sec): 3 clusters
  Score: Raw -523714.872199 + Penalty 2715.880325 = -520998.991875
  nChanged 226
		SP:Iteration 3F (144412.110000 sec): 3 clusters
  Score: Raw -523857.748766 + Penalty 2715.880325 = -521141.868442
  nChanged 186
		SP:Iteration 4Q (144412.190000 sec): 3 clusters
  Score: Raw -523974.287840 + Penalty 2715.880325 = -521258.407515
  nChanged 169
		SP:Iteration 5Q (144412.280000 sec): 3 clusters
  Score: Raw -524069.106733 + Penalty 2715.880325 = -521353.226409
  nChanged 145
		SP:Iteration 6Q (144412.360000 sec): 3 clusters
  Score: Raw -524144.721004 + Penalty 2715.880325 = -521428.840679
  nChanged 114
		SP:Iteration 7Q (144412.450000 sec): 3 clusters
  Score: Raw -524204.682349 + Penalty 2715.880325 = -521488.802024
  nChanged 104
		SP:Iteration 8Q (144412.530000 sec): 3 clusters
  Score: Raw -524258.761622 + Penalty 2715.880325 = -521542.881298
  nChanged 103
		SP:Iteration 9Q (144412.620000 sec): 3 clusters
  Score: Raw -524317.154705 + Penalty 2715.880325 = -521601.274380
  nChanged 103
		SP:Iteration 10Q (144412.700000 sec): 3 clusters
  Score: Raw -524384.235250 + Penalty 2715.880325 = -521668.354925
  nChanged 106
		SP:Iteration 11Q (144412.780000 sec): 3 clusters
  Score: Raw -524447.419979 + Penalty 2715.880325 = -521731.539654
  nChanged 106
		SP:Iteration 12Q (144412.860000 sec): 3 clusters
  Score: Raw -524531.806442 + Penalty 2715.880325 = -521815.926118
  nChanged 122
		SP:Iteration 13Q (144412.950000 sec): 3 clusters
  Score: Raw -524636.849975 + Penalty 2715.880325 = -521920.969650
  nChanged 122
		SP:Iteration 14Q (144413.030000 sec): 3 clusters
  Score: Raw -524715.537704 + Penalty 2715.880325 = -521999.657379
  nChanged 98
		SP:Iteration 15Q (144413.120000 sec): 3 clusters
  Score: Raw -524786.163267 + Penalty 2715.880325 = -522070.282942
  nChanged 85
		SP:Iteration 16Q (144413.200000 sec): 3 clusters
  Score: Raw -524842.927779 + Penalty 2715.880325 = -522127.047454
  nChanged 77
		SP:Iteration 17Q (144413.270000 sec): 3 clusters
  Score: Raw -524882.447605 + Penalty 2715.880325 = -522166.567280
  nChanged 54
		SP:Iteration 18Q (144413.350000 sec): 3 clusters
  Score: Raw -524909.838919 + Penalty 2715.880325 = -522193.958594
  nChanged 43
		SP:Iteration 19Q (144413.430000 sec): 3 clusters
  Score: Raw -524936.008632 + Penalty 2715.880325 = -522220.128307
  nChanged 51
		SP:Iteration 20F (144413.500000 sec): 3 clusters
  Score: Raw -524967.736411 + Penalty 2715.880325 = -522251.856086
  nChanged 51
		SP:Iteration 21Q (144413.580000 sec): 3 clusters
  Score: Raw -525005.095350 + Penalty 2715.880325 = -522289.215025
  nChanged 56
		SP:Iteration 22Q (144413.660000 sec): 3 clusters
  Score: Raw -525047.704122 + Penalty 2715.880325 = -522331.823798
  nChanged 52
		SP:Iteration 23Q (144413.730000 sec): 3 clusters
  Score: Raw -525080.358577 + Penalty 2715.880325 = -522364.478252
  nChanged 46
		SP:Iteration 24Q (144413.810000 sec): 3 clusters
  Score: Raw -525108.013275 + Penalty 2715.880325 = -522392.132950
  nChanged 39
		SP:Iteration 25Q (144413.890000 sec): 3 clusters
  Score: Raw -525131.980799 + Penalty 2715.880325 = -522416.100475
  nChanged 40
		SP:Iteration 26Q (144413.960000 sec): 3 clusters
  Score: Raw -525154.626225 + Penalty 2715.880325 = -522438.745900
  nChanged 31
		SP:Iteration 27Q (144414.040000 sec): 3 clusters
  Score: Raw -525172.461086 + Penalty 2715.880325 = -522456.580761
  nChanged 27
		SP:Iteration 28Q (144414.120000 sec): 3 clusters
  Score: Raw -525183.799438 + Penalty 2715.880325 = -522467.919113
  nChanged 21
		SP:Iteration 29Q (144414.200000 sec): 3 clusters
  Score: Raw -525192.166075 + Penalty 2715.880325 = -522476.285750
  nChanged 16
		SP:Iteration 30Q (144414.270000 sec): 3 clusters
  Score: Raw -525197.025688 + Penalty 2715.880325 = -522481.145364
  nChanged 7
		SP:Iteration 31Q (144414.350000 sec): 3 clusters
  Score: Raw -525199.501199 + Penalty 2715.880325 = -522483.620875
  nChanged 8
		SP:Iteration 32Q (144414.430000 sec): 3 clusters
  Score: Raw -525201.679887 + Penalty 2715.880325 = -522485.799563
  nChanged 11
		SP:Iteration 33Q (144414.500000 sec): 3 clusters
  Score: Raw -525204.425424 + Penalty 2715.880325 = -522488.545099
  nChanged 7
		SP:Iteration 34Q (144414.580000 sec): 3 clusters
  Score: Raw -525205.899750 + Penalty 2715.880325 = -522490.019425
  nChanged 4
		SP:Iteration 35Q (144414.700000 sec): 3 clusters
  Score: Raw -525207.544568 + Penalty 2715.880325 = -522491.664244
  nChanged 3
		SP:Iteration 36Q (144414.780000 sec): 3 clusters
  Score: Raw -525208.979882 + Penalty 2715.880325 = -522493.099557
  nChanged 2
		SP:Iteration 37Q (144414.860000 sec): 3 clusters
  Score: Raw -525209.392513 + Penalty 2715.880325 = -522493.512189
  nChanged 0
		SP:Iteration 38F (144415.030000 sec): 3 clusters
  Score: Raw -525209.392513 + Penalty 2715.880325 = -522493.512189
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 26 (4276 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (144415.150000 sec): 2 clusters
  Score: Raw -483214.425003 + Penalty 1358.625657 = -481855.799347
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (144415.340000 sec): 3 clusters
  Score: Raw -481091.917733 + Penalty 2717.251313 = -478374.666420
  nChanged 1712
		SP:Iteration 1F (144415.520000 sec): 3 clusters
  Score: Raw -482033.492975 + Penalty 2717.251313 = -479316.241661
  nChanged 311
		SP:Iteration 2F (144415.700000 sec): 3 clusters
  Score: Raw -482214.583417 + Penalty 2717.251313 = -479497.332103
  nChanged 235
		SP:Iteration 3F (144415.870000 sec): 3 clusters
  Score: Raw -482354.435552 + Penalty 2717.251313 = -479637.184239
  nChanged 211
		SP:Iteration 4Q (144416.050000 sec): 3 clusters
  Score: Raw -482462.136026 + Penalty 2717.251313 = -479744.884713
  nChanged 148
		SP:Iteration 5Q (144416.230000 sec): 3 clusters
  Score: Raw -482534.687187 + Penalty 2717.251313 = -479817.435873
  nChanged 136
		SP:Iteration 6Q (144416.400000 sec): 3 clusters
  Score: Raw -482604.232587 + Penalty 2717.251313 = -479886.981273
  nChanged 115
		SP:Iteration 7Q (144416.570000 sec): 3 clusters
  Score: Raw -482655.778702 + Penalty 2717.251313 = -479938.527389
  nChanged 102
		SP:Iteration 8Q (144416.750000 sec): 3 clusters
  Score: Raw -482704.783076 + Penalty 2717.251313 = -479987.531763
  nChanged 91
		SP:Iteration 9Q (144416.930000 sec): 3 clusters
  Score: Raw -482754.116163 + Penalty 2717.251313 = -480036.864849
  nChanged 85
		SP:Iteration 10Q (144417.100000 sec): 3 clusters
  Score: Raw -482791.805786 + Penalty 2717.251313 = -480074.554472
  nChanged 72
		SP:Iteration 11Q (144417.280000 sec): 3 clusters
  Score: Raw -482821.322874 + Penalty 2717.251313 = -480104.071561
  nChanged 77
		SP:Iteration 12Q (144417.450000 sec): 3 clusters
  Score: Raw -482849.842154 + Penalty 2717.251313 = -480132.590841
  nChanged 57
		SP:Iteration 13Q (144417.630000 sec): 3 clusters
  Score: Raw -482871.455125 + Penalty 2717.251313 = -480154.203811
  nChanged 54
		SP:Iteration 14Q (144417.840000 sec): 3 clusters
  Score: Raw -482890.776145 + Penalty 2717.251313 = -480173.524831
  nChanged 46
		SP:Iteration 15Q (144417.970000 sec): 3 clusters
  Score: Raw -482906.085637 + Penalty 2717.251313 = -480188.834324
  nChanged 44
		SP:Iteration 16Q (144418.190000 sec): 3 clusters
  Score: Raw -482921.780971 + Penalty 2717.251313 = -480204.529657
  nChanged 44
		SP:Iteration 17Q (144418.330000 sec): 3 clusters
  Score: Raw -482937.277026 + Penalty 2717.251313 = -480220.025713
  nChanged 37
		SP:Iteration 18Q (144418.540000 sec): 3 clusters
  Score: Raw -482952.243457 + Penalty 2717.251313 = -480234.992144
  nChanged 45
		SP:Iteration 19Q (144418.680000 sec): 3 clusters
  Score: Raw -482968.300073 + Penalty 2717.251313 = -480251.048759
  nChanged 48
		SP:Iteration 20F (144418.890000 sec): 3 clusters
  Score: Raw -482982.161861 + Penalty 2717.251313 = -480264.910548
  nChanged 33
		SP:Iteration 21Q (144419.030000 sec): 3 clusters
  Score: Raw -482992.322923 + Penalty 2717.251313 = -480275.071610
  nChanged 42
		SP:Iteration 22Q (144419.240000 sec): 3 clusters
  Score: Raw -483008.611954 + Penalty 2717.251313 = -480291.360641
  nChanged 39
		SP:Iteration 23Q (144419.380000 sec): 3 clusters
  Score: Raw -483024.660152 + Penalty 2717.251313 = -480307.408838
  nChanged 30
		SP:Iteration 24Q (144419.590000 sec): 3 clusters
  Score: Raw -483038.082001 + Penalty 2717.251313 = -480320.830688
  nChanged 31
		SP:Iteration 25Q (144419.730000 sec): 3 clusters
  Score: Raw -483052.831349 + Penalty 2717.251313 = -480335.580035
  nChanged 40
		SP:Iteration 26Q (144419.950000 sec): 3 clusters
  Score: Raw -483070.848950 + Penalty 2717.251313 = -480353.597636
  nChanged 42
		SP:Iteration 27Q (144420.090000 sec): 3 clusters
  Score: Raw -483087.364233 + Penalty 2717.251313 = -480370.112919
  nChanged 46
		SP:Iteration 28Q (144420.300000 sec): 3 clusters
  Score: Raw -483105.208932 + Penalty 2717.251313 = -480387.957619
  nChanged 42
		SP:Iteration 29Q (144420.440000 sec): 3 clusters
  Score: Raw -483125.585731 + Penalty 2717.251313 = -480408.334418
  nChanged 44
		SP:Iteration 30Q (144420.620000 sec): 3 clusters
  Score: Raw -483143.442602 + Penalty 2717.251313 = -480426.191288
  nChanged 41
		SP:Iteration 31Q (144420.790000 sec): 3 clusters
  Score: Raw -483158.500691 + Penalty 2717.251313 = -480441.249377
  nChanged 28
		SP:Iteration 32Q (144420.970000 sec): 3 clusters
  Score: Raw -483170.069519 + Penalty 2717.251313 = -480452.818206
  nChanged 35
		SP:Iteration 33Q (144421.150000 sec): 3 clusters
  Score: Raw -483181.820513 + Penalty 2717.251313 = -480464.569199
  nChanged 39
		SP:Iteration 34Q (144421.320000 sec): 3 clusters
  Score: Raw -483195.202491 + Penalty 2717.251313 = -480477.951178
  nChanged 39
		SP:Iteration 35Q (144421.500000 sec): 3 clusters
  Score: Raw -483213.208103 + Penalty 2717.251313 = -480495.956789
  nChanged 45
		SP:Iteration 36Q (144421.670000 sec): 3 clusters
  Score: Raw -483232.896814 + Penalty 2717.251313 = -480515.645501
  nChanged 43
		SP:Iteration 37Q (144421.850000 sec): 3 clusters
  Score: Raw -483251.912686 + Penalty 2717.251313 = -480534.661373
  nChanged 36
		SP:Iteration 38Q (144422.030000 sec): 3 clusters
  Score: Raw -483275.892951 + Penalty 2717.251313 = -480558.641638
  nChanged 47
		SP:Iteration 39Q (144422.200000 sec): 3 clusters
  Score: Raw -483301.493901 + Penalty 2717.251313 = -480584.242587
  nChanged 43
		SP:Iteration 40F (144422.380000 sec): 3 clusters
  Score: Raw -483323.697978 + Penalty 2717.251313 = -480606.446665
  nChanged 39
		SP:Iteration 41Q (144422.550000 sec): 3 clusters
  Score: Raw -483346.615619 + Penalty 2717.251313 = -480629.364305
  nChanged 41
		SP:Iteration 42Q (144422.730000 sec): 3 clusters
  Score: Raw -483374.537116 + Penalty 2717.251313 = -480657.285802
  nChanged 37
		SP:Iteration 43Q (144422.910000 sec): 3 clusters
  Score: Raw -483399.351094 + Penalty 2717.251313 = -480682.099781
  nChanged 36
		SP:Iteration 44Q (144423.080000 sec): 3 clusters
  Score: Raw -483421.277658 + Penalty 2717.251313 = -480704.026345
  nChanged 36
		SP:Iteration 45Q (144423.260000 sec): 3 clusters
  Score: Raw -483443.716314 + Penalty 2717.251313 = -480726.465000
  nChanged 29
		SP:Iteration 46Q (144423.430000 sec): 3 clusters
  Score: Raw -483463.550622 + Penalty 2717.251313 = -480746.299309
  nChanged 29
		SP:Iteration 47Q (144423.610000 sec): 3 clusters
  Score: Raw -483480.468935 + Penalty 2717.251313 = -480763.217621
  nChanged 27
		SP:Iteration 48Q (144423.790000 sec): 3 clusters
  Score: Raw -483498.215396 + Penalty 2717.251313 = -480780.964082
  nChanged 27
		SP:Iteration 49Q (144423.960000 sec): 3 clusters
  Score: Raw -483519.063243 + Penalty 2717.251313 = -480801.811930
  nChanged 35
		SP:Iteration 50Q (144424.140000 sec): 3 clusters
  Score: Raw -483542.576058 + Penalty 2717.251313 = -480825.324745
  nChanged 27
		SP:Iteration 51Q (144424.310000 sec): 3 clusters
  Score: Raw -483563.024582 + Penalty 2717.251313 = -480845.773268
  nChanged 26
		SP:Iteration 52Q (144424.490000 sec): 3 clusters
  Score: Raw -483589.457104 + Penalty 2717.251313 = -480872.205791
  nChanged 21
		SP:Iteration 53Q (144424.670000 sec): 3 clusters
  Score: Raw -483606.350207 + Penalty 2717.251313 = -480889.098893
  nChanged 20
		SP:Iteration 54Q (144424.840000 sec): 3 clusters
  Score: Raw -483625.963178 + Penalty 2717.251313 = -480908.711865
  nChanged 11
		SP:Iteration 55Q (144425.020000 sec): 3 clusters
  Score: Raw -483638.403725 + Penalty 2717.251313 = -480921.152411
  nChanged 7
		SP:Iteration 56Q (144425.190000 sec): 3 clusters
  Score: Raw -483647.507278 + Penalty 2717.251313 = -480930.255965
  nChanged 14
		SP:Iteration 57Q (144425.370000 sec): 3 clusters
  Score: Raw -483661.284110 + Penalty 2717.251313 = -480944.032796
  nChanged 12
		SP:Iteration 58Q (144425.550000 sec): 3 clusters
  Score: Raw -483671.426683 + Penalty 2717.251313 = -480954.175370
  nChanged 4
		SP:Iteration 59Q (144425.720000 sec): 3 clusters
  Score: Raw -483675.677558 + Penalty 2717.251313 = -480958.426244
  nChanged 4
		SP:Iteration 60F (144425.890000 sec): 3 clusters
  Score: Raw -483678.842894 + Penalty 2717.251313 = -480961.591580
  nChanged 4
		SP:Iteration 61Q (144426.070000 sec): 3 clusters
  Score: Raw -483681.102223 + Penalty 2717.251313 = -480963.850909
  nChanged 0
		SP:Iteration 62F (144426.240000 sec): 3 clusters
  Score: Raw -483681.102223 + Penalty 2717.251313 = -480963.850909
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 27 (1241 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (144426.310000 sec): 2 clusters
  Score: Raw -146876.452452 + Penalty 1157.596828 = -145718.855624
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (144426.490000 sec): 3 clusters
  Score: Raw -146467.431416 + Penalty 2315.193655 = -144152.237761
  nChanged 392
		SP:Iteration 1F (144426.660000 sec): 3 clusters
  Score: Raw -146809.211707 + Penalty 2315.193655 = -144494.018052
  nChanged 102
		SP:Iteration 2F (144426.840000 sec): 3 clusters
  Score: Raw -146909.156484 + Penalty 2315.193655 = -144593.962828
  nChanged 46
		SP:Iteration 3Q (144427.010000 sec): 3 clusters
  Score: Raw -146954.278793 + Penalty 2315.193655 = -144639.085137
  nChanged 31
		SP:Iteration 4Q (144427.190000 sec): 3 clusters
  Score: Raw -146976.113679 + Penalty 2315.193655 = -144660.920024
  nChanged 18
		SP:Iteration 5Q (144427.370000 sec): 3 clusters
  Score: Raw -146988.202764 + Penalty 2315.193655 = -144673.009108
  nChanged 16
		SP:Iteration 6Q (144427.540000 sec): 3 clusters
  Score: Raw -147009.625004 + Penalty 2315.193655 = -144694.431349
  nChanged 17
		SP:Iteration 7Q (144427.720000 sec): 3 clusters
  Score: Raw -147021.062527 + Penalty 2315.193655 = -144705.868872
  nChanged 13
		SP:Iteration 8Q (144427.890000 sec): 3 clusters
  Score: Raw -147030.343044 + Penalty 2315.193655 = -144715.149389
  nChanged 7
		SP:Iteration 9Q (144428.070000 sec): 3 clusters
  Score: Raw -147033.006492 + Penalty 2315.193655 = -144717.812837
  nChanged 4
		SP:Iteration 10Q (144428.250000 sec): 3 clusters
  Score: Raw -147036.346242 + Penalty 2315.193655 = -144721.152587
  nChanged 5
		SP:Iteration 11Q (144428.420000 sec): 3 clusters
  Score: Raw -147039.164277 + Penalty 2315.193655 = -144723.970622
  nChanged 5
		SP:Iteration 12Q (144428.590000 sec): 3 clusters
  Score: Raw -147042.253133 + Penalty 2315.193655 = -144727.059478
  nChanged 2
		SP:Iteration 13Q (144428.770000 sec): 3 clusters
  Score: Raw -147043.172732 + Penalty 2315.193655 = -144727.979076
  nChanged 4
		SP:Iteration 14Q (144428.950000 sec): 3 clusters
  Score: Raw -147045.674627 + Penalty 2315.193655 = -144730.480972
  nChanged 7
		SP:Iteration 15Q (144429.120000 sec): 3 clusters
  Score: Raw -147050.206187 + Penalty 2315.193655 = -144735.012532
  nChanged 4
		SP:Iteration 16Q (144429.300000 sec): 3 clusters
  Score: Raw -147051.858406 + Penalty 2315.193655 = -144736.664751
  nChanged 1
		SP:Iteration 17Q (144429.470000 sec): 3 clusters
  Score: Raw -147052.127297 + Penalty 2315.193655 = -144736.933641
  nChanged 1
		SP:Iteration 18Q (144429.650000 sec): 3 clusters
  Score: Raw -147053.229648 + Penalty 2315.193655 = -144738.035992
  nChanged 2
		SP:Iteration 19Q (144429.830000 sec): 3 clusters
  Score: Raw -147054.876237 + Penalty 2315.193655 = -144739.682582
  nChanged 4
		SP:Iteration 20F (144430.000000 sec): 3 clusters
  Score: Raw -147058.035490 + Penalty 2315.193655 = -144742.841834
  nChanged 9
		SP:Iteration 21Q (144430.170000 sec): 3 clusters
  Score: Raw -147065.265454 + Penalty 2315.193655 = -144750.071798
  nChanged 6
		SP:Iteration 22Q (144430.350000 sec): 3 clusters
  Score: Raw -147073.469206 + Penalty 2315.193655 = -144758.275551
  nChanged 11
		SP:Iteration 23Q (144430.530000 sec): 3 clusters
  Score: Raw -147081.786179 + Penalty 2315.193655 = -144766.592524
  nChanged 13
		SP:Iteration 24Q (144430.700000 sec): 3 clusters
  Score: Raw -147092.592712 + Penalty 2315.193655 = -144777.399057
  nChanged 14
		SP:Iteration 25Q (144430.880000 sec): 3 clusters
  Score: Raw -147107.060300 + Penalty 2315.193655 = -144791.866644
  nChanged 18
		SP:Iteration 26Q (144431.050000 sec): 3 clusters
  Score: Raw -147124.619393 + Penalty 2315.193655 = -144809.425738
  nChanged 13
		SP:Iteration 27Q (144431.230000 sec): 3 clusters
  Score: Raw -147133.182602 + Penalty 2315.193655 = -144817.988946
  nChanged 11
		SP:Iteration 28Q (144431.410000 sec): 3 clusters
  Score: Raw -147141.318054 + Penalty 2315.193655 = -144826.124399
  nChanged 9
		SP:Iteration 29Q (144431.580000 sec): 3 clusters
  Score: Raw -147147.813612 + Penalty 2315.193655 = -144832.619957
  nChanged 8
		SP:Iteration 30Q (144431.760000 sec): 3 clusters
  Score: Raw -147156.473677 + Penalty 2315.193655 = -144841.280022
  nChanged 10
		SP:Iteration 31Q (144431.930000 sec): 3 clusters
  Score: Raw -147163.702198 + Penalty 2315.193655 = -144848.508543
  nChanged 9
		SP:Iteration 32Q (144432.110000 sec): 3 clusters
  Score: Raw -147171.769244 + Penalty 2315.193655 = -144856.575588
  nChanged 10
		SP:Iteration 33Q (144432.290000 sec): 3 clusters
  Score: Raw -147178.983510 + Penalty 2315.193655 = -144863.789855
  nChanged 6
		SP:Iteration 34Q (144432.460000 sec): 3 clusters
  Score: Raw -147182.625959 + Penalty 2315.193655 = -144867.432304
  nChanged 8
		SP:Iteration 35Q (144432.630000 sec): 3 clusters
  Score: Raw -147187.084186 + Penalty 2315.193655 = -144871.890531
  nChanged 8
		SP:Iteration 36Q (144432.810000 sec): 3 clusters
  Score: Raw -147194.825525 + Penalty 2315.193655 = -144879.631870
  nChanged 10
		SP:Iteration 37Q (144432.990000 sec): 3 clusters
  Score: Raw -147203.897053 + Penalty 2315.193655 = -144888.703397
  nChanged 8
		SP:Iteration 38Q (144433.160000 sec): 3 clusters
  Score: Raw -147209.795018 + Penalty 2315.193655 = -144894.601363
  nChanged 9
		SP:Iteration 39Q (144433.340000 sec): 3 clusters
  Score: Raw -147215.663563 + Penalty 2315.193655 = -144900.469907
  nChanged 7
		SP:Iteration 40F (144433.520000 sec): 3 clusters
  Score: Raw -147222.682043 + Penalty 2315.193655 = -144907.488388
  nChanged 7
		SP:Iteration 41Q (144433.690000 sec): 3 clusters
  Score: Raw -147227.107064 + Penalty 2315.193655 = -144911.913409
  nChanged 5
		SP:Iteration 42Q (144433.870000 sec): 3 clusters
  Score: Raw -147230.265339 + Penalty 2315.193655 = -144915.071684
  nChanged 7
		SP:Iteration 43Q (144434.040000 sec): 3 clusters
  Score: Raw -147234.705846 + Penalty 2315.193655 = -144919.512191
  nChanged 9
		SP:Iteration 44Q (144434.220000 sec): 3 clusters
  Score: Raw -147239.952181 + Penalty 2315.193655 = -144924.758526
  nChanged 8
		SP:Iteration 45Q (144434.400000 sec): 3 clusters
  Score: Raw -147244.025527 + Penalty 2315.193655 = -144928.831872
  nChanged 7
		SP:Iteration 46Q (144434.570000 sec): 3 clusters
  Score: Raw -147247.525619 + Penalty 2315.193655 = -144932.331964
  nChanged 4
		SP:Iteration 47Q (144434.750000 sec): 3 clusters
  Score: Raw -147249.322642 + Penalty 2315.193655 = -144934.128987
  nChanged 2
		SP:Iteration 48Q (144434.920000 sec): 3 clusters
  Score: Raw -147250.389218 + Penalty 2315.193655 = -144935.195563
  nChanged 4
		SP:Iteration 49Q (144435.100000 sec): 3 clusters
  Score: Raw -147251.926557 + Penalty 2315.193655 = -144936.732901
  nChanged 2
		SP:Iteration 50Q (144435.280000 sec): 3 clusters
  Score: Raw -147254.885296 + Penalty 2315.193655 = -144939.691641
  nChanged 4
		SP:Iteration 51Q (144435.450000 sec): 3 clusters
  Score: Raw -147258.177696 + Penalty 2315.193655 = -144942.984041
  nChanged 5
		SP:Iteration 52Q (144435.630000 sec): 3 clusters
  Score: Raw -147262.181122 + Penalty 2315.193655 = -144946.987467
  nChanged 5
		SP:Iteration 53Q (144435.800000 sec): 3 clusters
  Score: Raw -147267.376791 + Penalty 2315.193655 = -144952.183136
  nChanged 4
		SP:Iteration 54Q (144435.980000 sec): 3 clusters
  Score: Raw -147272.103020 + Penalty 2315.193655 = -144956.909365
  nChanged 9
		SP:Iteration 55Q (144436.160000 sec): 3 clusters
  Score: Raw -147280.927764 + Penalty 2315.193655 = -144965.734108
  nChanged 7
		SP:Iteration 56Q (144436.330000 sec): 3 clusters
  Score: Raw -147287.724054 + Penalty 2315.193655 = -144972.530399
  nChanged 4
		SP:Iteration 57Q (144436.510000 sec): 3 clusters
  Score: Raw -147290.226476 + Penalty 2315.193655 = -144975.032821
  nChanged 5
		SP:Iteration 58Q (144436.680000 sec): 3 clusters
  Score: Raw -147293.593542 + Penalty 2315.193655 = -144978.399887
  nChanged 4
		SP:Iteration 59Q (144436.860000 sec): 3 clusters
  Score: Raw -147297.266077 + Penalty 2315.193655 = -144982.072422
  nChanged 6
		SP:Iteration 60F (144437.040000 sec): 3 clusters
  Score: Raw -147305.706719 + Penalty 2315.193655 = -144990.513064
  nChanged 5
		SP:Iteration 61Q (144437.210000 sec): 3 clusters
  Score: Raw -147311.880050 + Penalty 2315.193655 = -144996.686395
  nChanged 6
		SP:Iteration 62Q (144437.390000 sec): 3 clusters
  Score: Raw -147316.959388 + Penalty 2315.193655 = -145001.765733
  nChanged 5
		SP:Iteration 63Q (144437.560000 sec): 3 clusters
  Score: Raw -147322.254476 + Penalty 2315.193655 = -145007.060821
  nChanged 5
		SP:Iteration 64Q (144437.740000 sec): 3 clusters
  Score: Raw -147329.438224 + Penalty 2315.193655 = -145014.244569
  nChanged 10
		SP:Iteration 65Q (144437.920000 sec): 3 clusters
  Score: Raw -147345.333718 + Penalty 2315.193655 = -145030.140063
  nChanged 9
		SP:Iteration 66Q (144438.090000 sec): 3 clusters
  Score: Raw -147352.481664 + Penalty 2315.193655 = -145037.288009
  nChanged 3
		SP:Iteration 67Q (144438.270000 sec): 3 clusters
  Score: Raw -147355.470206 + Penalty 2315.193655 = -145040.276551
  nChanged 2
		SP:Iteration 68Q (144438.440000 sec): 3 clusters
  Score: Raw -147357.421898 + Penalty 2315.193655 = -145042.228243
  nChanged 3
		SP:Iteration 69Q (144438.620000 sec): 3 clusters
  Score: Raw -147365.135776 + Penalty 2315.193655 = -145049.942121
  nChanged 5
		SP:Iteration 70Q (144438.790000 sec): 3 clusters
  Score: Raw -147389.299848 + Penalty 2315.193655 = -145074.106193
  nChanged 5
		SP:Iteration 71Q (144438.970000 sec): 3 clusters
  Score: Raw -147395.690956 + Penalty 2315.193655 = -145080.497300
  nChanged 5
		SP:Iteration 72Q (144439.140000 sec): 3 clusters
  Score: Raw -147401.308488 + Penalty 2315.193655 = -145086.114833
  nChanged 5
		SP:Iteration 73Q (144439.310000 sec): 3 clusters
  Score: Raw -147404.959133 + Penalty 2315.193655 = -145089.765478
  nChanged 1
		SP:Iteration 74Q (144439.470000 sec): 3 clusters
  Score: Raw -147406.005242 + Penalty 2315.193655 = -145090.811587
  nChanged 1
		SP:Iteration 75Q (144439.640000 sec): 3 clusters
  Score: Raw -147406.945112 + Penalty 2315.193655 = -145091.751457
  nChanged 1
		SP:Iteration 76Q (144439.800000 sec): 3 clusters
  Score: Raw -147407.407245 + Penalty 2315.193655 = -145092.213590
  nChanged 0
		SP:Iteration 77F (144439.960000 sec): 3 clusters
  Score: Raw -147408.412957 + Penalty 2315.193655 = -145093.219301
  nChanged 1
		SP:Iteration 78Q (144440.130000 sec): 3 clusters
  Score: Raw -147411.574411 + Penalty 2315.193655 = -145096.380756
  nChanged 2
		SP:Iteration 79Q (144440.290000 sec): 3 clusters
  Score: Raw -147412.887812 + Penalty 2315.193655 = -145097.694157
  nChanged 1
		SP:Iteration 80F (144440.460000 sec): 3 clusters
  Score: Raw -147413.890147 + Penalty 2315.193655 = -145098.696492
  nChanged 1
		SP:Iteration 81Q (144440.490000 sec): 3 clusters
  Score: Raw -147414.526452 + Penalty 2315.193655 = -145099.332797
  nChanged 1
		SP:Iteration 82Q (144440.520000 sec): 3 clusters
  Score: Raw -147414.767284 + Penalty 2315.193655 = -145099.573629
  nChanged 0
		SP:Iteration 83F (144440.550000 sec): 3 clusters
  Score: Raw -147414.767284 + Penalty 2315.193655 = -145099.573629
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 28 (533 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (144440.590000 sec): 2 clusters
  Score: Raw -65486.769550 + Penalty 1020.259731 = -64466.509819
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (144440.610000 sec): 3 clusters
  Score: Raw -65384.524440 + Penalty 2040.519463 = -63344.004977
  nChanged 140
		SP:Iteration 1F (144440.620000 sec): 3 clusters
  Score: Raw -65562.640014 + Penalty 2040.519463 = -63522.120551
  nChanged 27
		SP:Iteration 2F (144440.640000 sec): 3 clusters
  Score: Raw -65605.269673 + Penalty 2040.519463 = -63564.750210
  nChanged 9
		SP:Iteration 3Q (144440.660000 sec): 3 clusters
  Score: Raw -65618.398682 + Penalty 2040.519463 = -63577.879219
  nChanged 7
		SP:Iteration 4Q (144440.670000 sec): 3 clusters
  Score: Raw -65629.156285 + Penalty 2040.519463 = -63588.636822
  nChanged 1
		SP:Iteration 5Q (144440.690000 sec): 3 clusters
  Score: Raw -65631.217764 + Penalty 2040.519463 = -63590.698301
  nChanged 1
		SP:Iteration 6Q (144440.700000 sec): 3 clusters
  Score: Raw -65632.562818 + Penalty 2040.519463 = -63592.043355
  nChanged 0
		SP:Iteration 7F (144440.720000 sec): 3 clusters
  Score: Raw -65632.562818 + Penalty 2040.519463 = -63592.043355
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 29 (245 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (144440.760000 sec): 2 clusters
  Score: Raw -26531.062873 + Penalty 893.954459 = -25637.108414
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (144440.770000 sec): 3 clusters
  Score: Raw -26625.125107 + Penalty 1787.908918 = -24837.216189
  nChanged 45
		SP:Iteration 1F (144440.780000 sec): 3 clusters
  Score: Raw -26750.265393 + Penalty 1787.908918 = -24962.356475
  nChanged 15
		SP:Iteration 2F (144440.780000 sec): 3 clusters
  Score: Raw -26834.716656 + Penalty 1787.908918 = -25046.807738
  nChanged 8
		SP:Iteration 3Q (144440.790000 sec): 3 clusters
  Score: Raw -26874.101923 + Penalty 1787.908918 = -25086.193004
  nChanged 5
		SP:Iteration 4Q (144440.800000 sec): 3 clusters
  Score: Raw -26902.412936 + Penalty 1787.908918 = -25114.504018
  nChanged 7
		SP:Iteration 5Q (144440.810000 sec): 3 clusters
  Score: Raw -26939.250994 + Penalty 1787.908918 = -25151.342076
  nChanged 6
		SP:Iteration 6Q (144440.810000 sec): 3 clusters
  Score: Raw -27003.203860 + Penalty 1787.908918 = -25215.294942
  nChanged 2
		SP:Iteration 7Q (144440.820000 sec): 3 clusters
  Score: Raw -27059.014492 + Penalty 1787.908918 = -25271.105573
  nChanged 1
		SP:Iteration 8Q (144440.830000 sec): 3 clusters
  Score: Raw -27124.884568 + Penalty 1787.908918 = -25336.975650
  nChanged 2
		SP:Iteration 9Q (144440.840000 sec): 3 clusters
  Score: Raw -27129.795517 + Penalty 1787.908918 = -25341.886599
  nChanged 1
		SP:Iteration 10Q (144440.840000 sec): 3 clusters
  Score: Raw -27137.634379 + Penalty 1787.908918 = -25349.725460
  nChanged 1
		SP:Iteration 11Q (144440.850000 sec): 3 clusters
  Score: Raw -27139.958435 + Penalty 1787.908918 = -25352.049517
  nChanged 0
		SP:Iteration 12F (144440.860000 sec): 3 clusters
  Score: Raw -27139.958435 + Penalty 1787.908918 = -25352.049517
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 30 (3378 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (144440.970000 sec): 2 clusters
  Score: Raw -396453.568353 + Penalty 1320.318853 = -395133.249499
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (144441.140000 sec): 3 clusters
  Score: Raw -394788.771875 + Penalty 2640.637707 = -392148.134168
  nChanged 1351
		SP:Iteration 1F (144441.320000 sec): 3 clusters
  Score: Raw -395619.424728 + Penalty 2640.637707 = -392978.787022
  nChanged 276
		SP:Iteration 2F (144441.500000 sec): 3 clusters
  Score: Raw -395840.111696 + Penalty 2640.637707 = -393199.473990
  nChanged 208
		SP:Iteration 3F (144441.670000 sec): 3 clusters
  Score: Raw -395985.158162 + Penalty 2640.637707 = -393344.520455
  nChanged 152
		SP:Iteration 4Q (144441.850000 sec): 3 clusters
  Score: Raw -396074.755004 + Penalty 2640.637707 = -393434.117297
  nChanged 116
		SP:Iteration 5Q (144442.020000 sec): 3 clusters
  Score: Raw -396148.587284 + Penalty 2640.637707 = -393507.949577
  nChanged 109
		SP:Iteration 6Q (144442.200000 sec): 3 clusters
  Score: Raw -396236.504780 + Penalty 2640.637707 = -393595.867073
  nChanged 103
		SP:Iteration 7Q (144442.380000 sec): 3 clusters
  Score: Raw -396306.870575 + Penalty 2640.637707 = -393666.232869
  nChanged 84
		SP:Iteration 8Q (144442.550000 sec): 3 clusters
  Score: Raw -396364.781794 + Penalty 2640.637707 = -393724.144088
  nChanged 89
		SP:Iteration 9Q (144442.720000 sec): 3 clusters
  Score: Raw -396429.295949 + Penalty 2640.637707 = -393788.658242
  nChanged 84
		SP:Iteration 10Q (144442.900000 sec): 3 clusters
  Score: Raw -396485.272938 + Penalty 2640.637707 = -393844.635232
  nChanged 72
		SP:Iteration 11Q (144443.060000 sec): 3 clusters
  Score: Raw -396530.762382 + Penalty 2640.637707 = -393890.124675
  nChanged 61
		SP:Iteration 12Q (144443.220000 sec): 3 clusters
  Score: Raw -396569.035337 + Penalty 2640.637707 = -393928.397630
  nChanged 63
		SP:Iteration 13Q (144443.390000 sec): 3 clusters
  Score: Raw -396605.606385 + Penalty 2640.637707 = -393964.968678
  nChanged 51
		SP:Iteration 14Q (144443.550000 sec): 3 clusters
  Score: Raw -396634.090367 + Penalty 2640.637707 = -393993.452660
  nChanged 47
		SP:Iteration 15Q (144443.720000 sec): 3 clusters
  Score: Raw -396659.492354 + Penalty 2640.637707 = -394018.854647
  nChanged 39
		SP:Iteration 16Q (144443.880000 sec): 3 clusters
  Score: Raw -396677.074732 + Penalty 2640.637707 = -394036.437025
  nChanged 27
		SP:Iteration 17Q (144444.040000 sec): 3 clusters
  Score: Raw -396691.969551 + Penalty 2640.637707 = -394051.331844
  nChanged 24
		SP:Iteration 18Q (144444.200000 sec): 3 clusters
  Score: Raw -396700.167075 + Penalty 2640.637707 = -394059.529369
  nChanged 13
		SP:Iteration 19Q (144444.370000 sec): 3 clusters
  Score: Raw -396705.370133 + Penalty 2640.637707 = -394064.732426
  nChanged 14
		SP:Iteration 20F (144444.530000 sec): 3 clusters
  Score: Raw -396710.449668 + Penalty 2640.637707 = -394069.811961
  nChanged 14
		SP:Iteration 21Q (144444.720000 sec): 3 clusters
  Score: Raw -396714.586633 + Penalty 2640.637707 = -394073.948927
  nChanged 16
		SP:Iteration 22Q (144444.890000 sec): 3 clusters
  Score: Raw -396720.650592 + Penalty 2640.637707 = -394080.012886
  nChanged 11
		SP:Iteration 23Q (144445.050000 sec): 3 clusters
  Score: Raw -396725.667855 + Penalty 2640.637707 = -394085.030149
  nChanged 17
		SP:Iteration 24Q (144445.210000 sec): 3 clusters
  Score: Raw -396736.093602 + Penalty 2640.637707 = -394095.455895
  nChanged 23
		SP:Iteration 25Q (144445.370000 sec): 3 clusters
  Score: Raw -396749.078334 + Penalty 2640.637707 = -394108.440628
  nChanged 32
		SP:Iteration 26Q (144445.530000 sec): 3 clusters
  Score: Raw -396776.080621 + Penalty 2640.637707 = -394135.442914
  nChanged 28
		SP:Iteration 27Q (144445.690000 sec): 3 clusters
  Score: Raw -396795.839633 + Penalty 2640.637707 = -394155.201927
  nChanged 25
		SP:Iteration 28Q (144445.850000 sec): 3 clusters
  Score: Raw -396814.720927 + Penalty 2640.637707 = -394174.083220
  nChanged 36
		SP:Iteration 29Q (144446.010000 sec): 3 clusters
  Score: Raw -396839.970661 + Penalty 2640.637707 = -394199.332954
  nChanged 39
		SP:Iteration 30Q (144446.210000 sec): 3 clusters
  Score: Raw -396873.770417 + Penalty 2640.637707 = -394233.132710
  nChanged 29
		SP:Iteration 31Q (144446.350000 sec): 3 clusters
  Score: Raw -396895.147613 + Penalty 2640.637707 = -394254.509906
  nChanged 30
		SP:Iteration 32Q (144446.510000 sec): 3 clusters
  Score: Raw -396916.074076 + Penalty 2640.637707 = -394275.436370
  nChanged 25
		SP:Iteration 33Q (144446.670000 sec): 3 clusters
  Score: Raw -396934.858218 + Penalty 2640.637707 = -394294.220511
  nChanged 37
		SP:Iteration 34Q (144446.830000 sec): 3 clusters
  Score: Raw -396958.551301 + Penalty 2640.637707 = -394317.913595
  nChanged 29
		SP:Iteration 35Q (144446.990000 sec): 3 clusters
  Score: Raw -396975.910331 + Penalty 2640.637707 = -394335.272624
  nChanged 33
		SP:Iteration 36Q (144447.150000 sec): 3 clusters
  Score: Raw -396991.159775 + Penalty 2640.637707 = -394350.522069
  nChanged 23
		SP:Iteration 37Q (144447.310000 sec): 3 clusters
  Score: Raw -397001.340990 + Penalty 2640.637707 = -394360.703283
  nChanged 19
		SP:Iteration 38Q (144447.470000 sec): 3 clusters
  Score: Raw -397011.012598 + Penalty 2640.637707 = -394370.374891
  nChanged 17
		SP:Iteration 39Q (144447.630000 sec): 3 clusters
  Score: Raw -397020.986833 + Penalty 2640.637707 = -394380.349126
  nChanged 25
		SP:Iteration 40F (144447.790000 sec): 3 clusters
  Score: Raw -397036.274431 + Penalty 2640.637707 = -394395.636725
  nChanged 20
		SP:Iteration 41Q (144447.950000 sec): 3 clusters
  Score: Raw -397046.729454 + Penalty 2640.637707 = -394406.091748
  nChanged 17
		SP:Iteration 42Q (144448.110000 sec): 3 clusters
  Score: Raw -397054.684448 + Penalty 2640.637707 = -394414.046742
  nChanged 16
		SP:Iteration 43Q (144448.270000 sec): 3 clusters
  Score: Raw -397063.216201 + Penalty 2640.637707 = -394422.578494
  nChanged 20
		SP:Iteration 44Q (144448.430000 sec): 3 clusters
  Score: Raw -397076.735568 + Penalty 2640.637707 = -394436.097861
  nChanged 18
		SP:Iteration 45Q (144448.590000 sec): 3 clusters
  Score: Raw -397090.661525 + Penalty 2640.637707 = -394450.023818
  nChanged 17
		SP:Iteration 46Q (144448.750000 sec): 3 clusters
  Score: Raw -397103.433412 + Penalty 2640.637707 = -394462.795706
  nChanged 17
		SP:Iteration 47Q (144448.910000 sec): 3 clusters
  Score: Raw -397118.279513 + Penalty 2640.637707 = -394477.641806
  nChanged 21
		SP:Iteration 48Q (144449.070000 sec): 3 clusters
  Score: Raw -397134.295572 + Penalty 2640.637707 = -394493.657866
  nChanged 20
		SP:Iteration 49Q (144449.230000 sec): 3 clusters
  Score: Raw -397159.009459 + Penalty 2640.637707 = -394518.371752
  nChanged 27
		SP:Iteration 50Q (144449.390000 sec): 3 clusters
  Score: Raw -397188.529302 + Penalty 2640.637707 = -394547.891596
  nChanged 29
		SP:Iteration 51Q (144449.550000 sec): 3 clusters
  Score: Raw -397211.222423 + Penalty 2640.637707 = -394570.584716
  nChanged 27
		SP:Iteration 52Q (144449.710000 sec): 3 clusters
  Score: Raw -397229.036610 + Penalty 2640.637707 = -394588.398903
  nChanged 16
		SP:Iteration 53Q (144449.870000 sec): 3 clusters
  Score: Raw -397241.436152 + Penalty 2640.637707 = -394600.798445
  nChanged 14
		SP:Iteration 54Q (144450.030000 sec): 3 clusters
  Score: Raw -397249.298358 + Penalty 2640.637707 = -394608.660651
  nChanged 9
		SP:Iteration 55Q (144450.190000 sec): 3 clusters
  Score: Raw -397253.656508 + Penalty 2640.637707 = -394613.018801
  nChanged 6
		SP:Iteration 56Q (144450.350000 sec): 3 clusters
  Score: Raw -397255.785284 + Penalty 2640.637707 = -394615.147577
  nChanged 6
		SP:Iteration 57Q (144450.510000 sec): 3 clusters
  Score: Raw -397258.989825 + Penalty 2640.637707 = -394618.352118
  nChanged 5
		SP:Iteration 58Q (144450.670000 sec): 3 clusters
  Score: Raw -397261.059287 + Penalty 2640.637707 = -394620.421580
  nChanged 3
		SP:Iteration 59Q (144450.840000 sec): 3 clusters
  Score: Raw -397262.713742 + Penalty 2640.637707 = -394622.076036
  nChanged 4
		SP:Iteration 60F (144451.000000 sec): 3 clusters
  Score: Raw -397264.387458 + Penalty 2640.637707 = -394623.749752
  nChanged 2
		SP:Iteration 61Q (144451.160000 sec): 3 clusters
  Score: Raw -397265.112120 + Penalty 2640.637707 = -394624.474413
  nChanged 1
		SP:Iteration 62Q (144451.330000 sec): 3 clusters
  Score: Raw -397265.383723 + Penalty 2640.637707 = -394624.746017
  nChanged 1
		SP:Iteration 63Q (144451.490000 sec): 3 clusters
  Score: Raw -397265.672672 + Penalty 2640.637707 = -394625.034966
  nChanged 0
		SP:Iteration 64F (144451.660000 sec): 3 clusters
  Score: Raw -397265.672672 + Penalty 2640.637707 = -394625.034966
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 31 (4147 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (144451.770000 sec): 2 clusters
  Score: Raw -559171.245755 + Penalty 1353.647825 = -557817.597930
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (144451.940000 sec): 3 clusters
  Score: Raw -557134.237407 + Penalty 2707.295650 = -554426.941757
  nChanged 1617
		SP:Iteration 1F (144452.100000 sec): 3 clusters
  Score: Raw -557976.097795 + Penalty 2707.295650 = -555268.802146
  nChanged 268
		SP:Iteration 2F (144452.260000 sec): 3 clusters
  Score: Raw -558112.235849 + Penalty 2707.295650 = -555404.940199
  nChanged 211
		SP:Iteration 3F (144452.420000 sec): 3 clusters
  Score: Raw -558204.857884 + Penalty 2707.295650 = -555497.562234
  nChanged 131
		SP:Iteration 4Q (144452.580000 sec): 3 clusters
  Score: Raw -558258.786253 + Penalty 2707.295650 = -555551.490603
  nChanged 108
		SP:Iteration 5Q (144452.740000 sec): 3 clusters
  Score: Raw -558308.078883 + Penalty 2707.295650 = -555600.783234
  nChanged 112
		SP:Iteration 6Q (144452.900000 sec): 3 clusters
  Score: Raw -558366.934324 + Penalty 2707.295650 = -555659.638675
  nChanged 115
		SP:Iteration 7Q (144453.060000 sec): 3 clusters
  Score: Raw -558434.952721 + Penalty 2707.295650 = -555727.657072
  nChanged 129
		SP:Iteration 8Q (144453.220000 sec): 3 clusters
  Score: Raw -558510.084942 + Penalty 2707.295650 = -555802.789292
  nChanged 126
		SP:Iteration 9Q (144453.380000 sec): 3 clusters
  Score: Raw -558585.320117 + Penalty 2707.295650 = -555878.024468
  nChanged 121
		SP:Iteration 10Q (144453.580000 sec): 3 clusters
  Score: Raw -558676.392274 + Penalty 2707.295650 = -555969.096624
  nChanged 130
		SP:Iteration 11Q (144453.740000 sec): 3 clusters
  Score: Raw -558788.291179 + Penalty 2707.295650 = -556080.995530
  nChanged 140
		SP:Iteration 12Q (144453.900000 sec): 3 clusters
  Score: Raw -558906.703796 + Penalty 2707.295650 = -556199.408147
  nChanged 130
		SP:Iteration 13Q (144454.060000 sec): 3 clusters
  Score: Raw -559009.433294 + Penalty 2707.295650 = -556302.137645
  nChanged 133
		SP:Iteration 14Q (144454.220000 sec): 3 clusters
  Score: Raw -559122.244931 + Penalty 2707.295650 = -556414.949281
  nChanged 140
		SP:Iteration 15Q (144454.380000 sec): 3 clusters
  Score: Raw -559245.344380 + Penalty 2707.295650 = -556538.048730
  nChanged 112
		SP:Iteration 16Q (144454.540000 sec): 3 clusters
  Score: Raw -559332.866502 + Penalty 2707.295650 = -556625.570852
  nChanged 104
		SP:Iteration 17Q (144454.700000 sec): 3 clusters
  Score: Raw -559421.500941 + Penalty 2707.295650 = -556714.205291
  nChanged 93
		SP:Iteration 18Q (144454.860000 sec): 3 clusters
  Score: Raw -559505.948176 + Penalty 2707.295650 = -556798.652527
  nChanged 90
		SP:Iteration 19Q (144455.020000 sec): 3 clusters
  Score: Raw -559592.185373 + Penalty 2707.295650 = -556884.889724
  nChanged 95
		SP:Iteration 20F (144455.180000 sec): 3 clusters
  Score: Raw -559679.365041 + Penalty 2707.295650 = -556972.069392
  nChanged 70
		SP:Iteration 21Q (144455.340000 sec): 3 clusters
  Score: Raw -559735.560319 + Penalty 2707.295650 = -557028.264670
  nChanged 54
		SP:Iteration 22Q (144455.500000 sec): 3 clusters
  Score: Raw -559781.627663 + Penalty 2707.295650 = -557074.332014
  nChanged 48
		SP:Iteration 23Q (144455.700000 sec): 3 clusters
  Score: Raw -559813.841179 + Penalty 2707.295650 = -557106.545529
  nChanged 36
		SP:Iteration 24Q (144455.830000 sec): 3 clusters
  Score: Raw -559838.876931 + Penalty 2707.295650 = -557131.581281
  nChanged 20
		SP:Iteration 25Q (144456.010000 sec): 3 clusters
  Score: Raw -559853.997866 + Penalty 2707.295650 = -557146.702217
  nChanged 16
		SP:Iteration 26Q (144456.210000 sec): 3 clusters
  Score: Raw -559865.088431 + Penalty 2707.295650 = -557157.792781
  nChanged 9
		SP:Iteration 27Q (144456.360000 sec): 3 clusters
  Score: Raw -559872.276672 + Penalty 2707.295650 = -557164.981022
  nChanged 8
		SP:Iteration 28Q (144456.520000 sec): 3 clusters
  Score: Raw -559875.732086 + Penalty 2707.295650 = -557168.436437
  nChanged 3
		SP:Iteration 29Q (144456.680000 sec): 3 clusters
  Score: Raw -559877.433476 + Penalty 2707.295650 = -557170.137826
  nChanged 2
		SP:Iteration 30Q (144456.840000 sec): 3 clusters
  Score: Raw -559879.266533 + Penalty 2707.295650 = -557171.970883
  nChanged 2
		SP:Iteration 31Q (144457.000000 sec): 3 clusters
  Score: Raw -559880.993568 + Penalty 2707.295650 = -557173.697918
  nChanged 2
		SP:Iteration 32Q (144457.160000 sec): 3 clusters
  Score: Raw -559881.970800 + Penalty 2707.295650 = -557174.675150
  nChanged 1
		SP:Iteration 33Q (144457.320000 sec): 3 clusters
  Score: Raw -559882.650755 + Penalty 2707.295650 = -557175.355105
  nChanged 1
		SP:Iteration 34Q (144457.480000 sec): 3 clusters
  Score: Raw -559883.525511 + Penalty 2707.295650 = -557176.229861
  nChanged 1
		SP:Iteration 35Q (144457.640000 sec): 3 clusters
  Score: Raw -559884.215987 + Penalty 2707.295650 = -557176.920338
  nChanged 0
		SP:Iteration 36F (144457.800000 sec): 3 clusters
  Score: Raw -559884.215987 + Penalty 2707.295650 = -557176.920338
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 32 (207 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (144457.900000 sec): 2 clusters
  Score: Raw -23333.627279 + Penalty 866.566804 = -22467.060475
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (144458.040000 sec): 3 clusters
  Score: Raw -23463.083086 + Penalty 1733.133608 = -21729.949478
  nChanged 19
		SP:Iteration 1F (144458.200000 sec): 3 clusters
  Score: Raw -23510.601621 + Penalty 1733.133608 = -21777.468014
  nChanged 1
		SP:Iteration 2Q (144458.360000 sec): 3 clusters
  Score: Raw -23513.514797 + Penalty 1733.133608 = -21780.381189
  nChanged 2
		SP:Iteration 3Q (144458.520000 sec): 3 clusters
  Score: Raw -23519.486580 + Penalty 1733.133608 = -21786.352973
  nChanged 1
		SP:Iteration 4Q (144458.680000 sec): 3 clusters
  Score: Raw -23523.030021 + Penalty 1733.133608 = -21789.896413
  nChanged 0
		SP:Iteration 5F (144458.840000 sec): 3 clusters
  Score: Raw -23523.030021 + Penalty 1733.133608 = -21789.896413
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 34 (15052 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (144458.980000 sec): 2 clusters
  Score: Raw -1816457.420284 + Penalty 1563.130750 = -1814894.289534
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (144459.250000 sec): 3 clusters
  Score: Raw -1807650.431165 + Penalty 3126.261499 = -1804524.169666
  nChanged 6623
		SP:Iteration 1F (144459.510000 sec): 3 clusters
  Score: Raw -1811262.855917 + Penalty 3126.261499 = -1808136.594417
  nChanged 808
		SP:Iteration 2F (144459.780000 sec): 3 clusters
  Score: Raw -1811570.938592 + Penalty 3126.261499 = -1808444.677093
  nChanged 673
		SP:Iteration 3Q (144460.020000 sec): 3 clusters
  Score: Raw -1811805.250847 + Penalty 3126.261499 = -1808678.989348
  nChanged 622
		SP:Iteration 4Q (144460.280000 sec): 3 clusters
  Score: Raw -1812032.599243 + Penalty 3126.261499 = -1808906.337744
  nChanged 571
		SP:Iteration 5Q (144460.560000 sec): 3 clusters
  Score: Raw -1812264.188898 + Penalty 3126.261499 = -1809137.927399
  nChanged 582
		SP:Iteration 6Q (144460.830000 sec): 3 clusters
  Score: Raw -1812513.557813 + Penalty 3126.261499 = -1809387.296314
  nChanged 590
		SP:Iteration 7Q (144461.100000 sec): 3 clusters
  Score: Raw -1812792.928797 + Penalty 3126.261499 = -1809666.667298
  nChanged 600
		SP:Iteration 8Q (144461.370000 sec): 3 clusters
  Score: Raw -1813083.355518 + Penalty 3126.261499 = -1809957.094019
  nChanged 589
		SP:Iteration 9Q (144461.640000 sec): 3 clusters
  Score: Raw -1813380.051156 + Penalty 3126.261499 = -1810253.789657
  nChanged 611
		SP:Iteration 10Q (144461.920000 sec): 3 clusters
  Score: Raw -1813719.340945 + Penalty 3126.261499 = -1810593.079446
  nChanged 625
		SP:Iteration 11Q (144462.190000 sec): 3 clusters
  Score: Raw -1814053.297715 + Penalty 3126.261499 = -1810927.036216
  nChanged 579
		SP:Iteration 12Q (144462.460000 sec): 3 clusters
  Score: Raw -1814376.884837 + Penalty 3126.261499 = -1811250.623337
  nChanged 527
		SP:Iteration 13Q (144462.740000 sec): 3 clusters
  Score: Raw -1814632.168753 + Penalty 3126.261499 = -1811505.907254
  nChanged 410
		SP:Iteration 14Q (144463.000000 sec): 3 clusters
  Score: Raw -1814789.044691 + Penalty 3126.261499 = -1811662.783192
  nChanged 346
		SP:Iteration 15Q (144463.280000 sec): 3 clusters
  Score: Raw -1814889.852321 + Penalty 3126.261499 = -1811763.590822
  nChanged 241
		SP:Iteration 16Q (144463.550000 sec): 3 clusters
  Score: Raw -1814953.221080 + Penalty 3126.261499 = -1811826.959581
  nChanged 181
		SP:Iteration 17Q (144463.820000 sec): 3 clusters
  Score: Raw -1814993.085846 + Penalty 3126.261499 = -1811866.824347
  nChanged 158
		SP:Iteration 18Q (144464.100000 sec): 3 clusters
  Score: Raw -1815024.604056 + Penalty 3126.261499 = -1811898.342556
  nChanged 134
		SP:Iteration 19Q (144464.370000 sec): 3 clusters
  Score: Raw -1815054.098551 + Penalty 3126.261499 = -1811927.837052
  nChanged 137
		SP:Iteration 20F (144464.640000 sec): 3 clusters
  Score: Raw -1815079.296105 + Penalty 3126.261499 = -1811953.034606
  nChanged 99
		SP:Iteration 21Q (144464.910000 sec): 3 clusters
  Score: Raw -1815094.089228 + Penalty 3126.261499 = -1811967.827729
  nChanged 86
		SP:Iteration 22Q (144465.180000 sec): 3 clusters
  Score: Raw -1815107.868127 + Penalty 3126.261499 = -1811981.606628
  nChanged 91
		SP:Iteration 23Q (144465.450000 sec): 3 clusters
  Score: Raw -1815122.564809 + Penalty 3126.261499 = -1811996.303310
  nChanged 92
		SP:Iteration 24Q (144465.730000 sec): 3 clusters
  Score: Raw -1815136.775881 + Penalty 3126.261499 = -1812010.514382
  nChanged 91
		SP:Iteration 25Q (144466.000000 sec): 3 clusters
  Score: Raw -1815151.499628 + Penalty 3126.261499 = -1812025.238129
  nChanged 80
		SP:Iteration 26Q (144466.270000 sec): 3 clusters
  Score: Raw -1815164.750224 + Penalty 3126.261499 = -1812038.488725
  nChanged 76
		SP:Iteration 27Q (144466.550000 sec): 3 clusters
  Score: Raw -1815177.613808 + Penalty 3126.261499 = -1812051.352309
  nChanged 77
		SP:Iteration 28Q (144466.730000 sec): 3 clusters
  Score: Raw -1815187.794103 + Penalty 3126.261499 = -1812061.532604
  nChanged 57
		SP:Iteration 29Q (144467.010000 sec): 3 clusters
  Score: Raw -1815194.487918 + Penalty 3126.261499 = -1812068.226418
  nChanged 54
		SP:Iteration 30Q (144467.280000 sec): 3 clusters
  Score: Raw -1815201.170496 + Penalty 3126.261499 = -1812074.908997
  nChanged 56
		SP:Iteration 31Q (144467.550000 sec): 3 clusters
  Score: Raw -1815208.183180 + Penalty 3126.261499 = -1812081.921681
  nChanged 63
		SP:Iteration 32Q (144467.820000 sec): 3 clusters
  Score: Raw -1815216.971923 + Penalty 3126.261499 = -1812090.710424
  nChanged 61
		SP:Iteration 33Q (144468.090000 sec): 3 clusters
  Score: Raw -1815224.615715 + Penalty 3126.261499 = -1812098.354215
  nChanged 62
		SP:Iteration 34Q (144468.360000 sec): 3 clusters
  Score: Raw -1815233.979017 + Penalty 3126.261499 = -1812107.717517
  nChanged 71
		SP:Iteration 35Q (144468.640000 sec): 3 clusters
  Score: Raw -1815244.099644 + Penalty 3126.261499 = -1812117.838144
  nChanged 58
		SP:Iteration 36Q (144468.940000 sec): 3 clusters
  Score: Raw -1815252.566104 + Penalty 3126.261499 = -1812126.304604
  nChanged 61
		SP:Iteration 37Q (144469.210000 sec): 3 clusters
  Score: Raw -1815261.227662 + Penalty 3126.261499 = -1812134.966163
  nChanged 64
		SP:Iteration 38Q (144469.470000 sec): 3 clusters
  Score: Raw -1815270.229188 + Penalty 3126.261499 = -1812143.967689
  nChanged 51
		SP:Iteration 39Q (144469.750000 sec): 3 clusters
  Score: Raw -1815277.004115 + Penalty 3126.261499 = -1812150.742615
  nChanged 48
		SP:Iteration 40F (144470.020000 sec): 3 clusters
  Score: Raw -1815284.441154 + Penalty 3126.261499 = -1812158.179655
  nChanged 58
		SP:Iteration 41Q (144470.290000 sec): 3 clusters
  Score: Raw -1815292.688761 + Penalty 3126.261499 = -1812166.427261
  nChanged 61
		SP:Iteration 42Q (144470.560000 sec): 3 clusters
  Score: Raw -1815302.215264 + Penalty 3126.261499 = -1812175.953765
  nChanged 60
		SP:Iteration 43Q (144470.830000 sec): 3 clusters
  Score: Raw -1815313.088454 + Penalty 3126.261499 = -1812186.826954
  nChanged 78
		SP:Iteration 44Q (144471.110000 sec): 3 clusters
  Score: Raw -1815325.391036 + Penalty 3126.261499 = -1812199.129537
  nChanged 72
		SP:Iteration 45Q (144471.370000 sec): 3 clusters
  Score: Raw -1815337.526254 + Penalty 3126.261499 = -1812211.264755
  nChanged 75
		SP:Iteration 46Q (144471.650000 sec): 3 clusters
  Score: Raw -1815348.965613 + Penalty 3126.261499 = -1812222.704114
  nChanged 66
		SP:Iteration 47Q (144471.920000 sec): 3 clusters
  Score: Raw -1815359.270861 + Penalty 3126.261499 = -1812233.009361
  nChanged 76
		SP:Iteration 48Q (144472.190000 sec): 3 clusters
  Score: Raw -1815371.692453 + Penalty 3126.261499 = -1812245.430954
  nChanged 84
		SP:Iteration 49Q (144472.460000 sec): 3 clusters
  Score: Raw -1815385.135088 + Penalty 3126.261499 = -1812258.873588
  nChanged 67
		SP:Iteration 50Q (144472.730000 sec): 3 clusters
  Score: Raw -1815396.771264 + Penalty 3126.261499 = -1812270.509764
  nChanged 74
		SP:Iteration 51Q (144473.000000 sec): 3 clusters
  Score: Raw -1815408.711112 + Penalty 3126.261499 = -1812282.449612
  nChanged 79
		SP:Iteration 52Q (144473.270000 sec): 3 clusters
  Score: Raw -1815423.223327 + Penalty 3126.261499 = -1812296.961828
  nChanged 74
		SP:Iteration 53Q (144473.540000 sec): 3 clusters
  Score: Raw -1815436.233434 + Penalty 3126.261499 = -1812309.971935
  nChanged 79
		SP:Iteration 54Q (144473.730000 sec): 3 clusters
  Score: Raw -1815452.015015 + Penalty 3126.261499 = -1812325.753515
  nChanged 89
		SP:Iteration 55Q (144473.910000 sec): 3 clusters
  Score: Raw -1815468.760853 + Penalty 3126.261499 = -1812342.499354
  nChanged 70
		SP:Iteration 56Q (144474.190000 sec): 3 clusters
  Score: Raw -1815481.856589 + Penalty 3126.261499 = -1812355.595090
  nChanged 80
		SP:Iteration 57Q (144474.460000 sec): 3 clusters
  Score: Raw -1815496.991793 + Penalty 3126.261499 = -1812370.730294
  nChanged 84
		SP:Iteration 58Q (144474.730000 sec): 3 clusters
  Score: Raw -1815514.638761 + Penalty 3126.261499 = -1812388.377262
  nChanged 89
		SP:Iteration 59Q (144475.040000 sec): 3 clusters
  Score: Raw -1815535.298321 + Penalty 3126.261499 = -1812409.036821
  nChanged 105
		SP:Iteration 60F (144475.310000 sec): 3 clusters
  Score: Raw -1815560.306495 + Penalty 3126.261499 = -1812434.044996
  nChanged 84
		SP:Iteration 61Q (144475.590000 sec): 3 clusters
  Score: Raw -1815577.399255 + Penalty 3126.261499 = -1812451.137755
  nChanged 86
		SP:Iteration 62Q (144475.850000 sec): 3 clusters
  Score: Raw -1815594.127864 + Penalty 3126.261499 = -1812467.866365
  nChanged 82
		SP:Iteration 63Q (144476.090000 sec): 3 clusters
  Score: Raw -1815607.094631 + Penalty 3126.261499 = -1812480.833131
  nChanged 66
		SP:Iteration 64Q (144476.360000 sec): 3 clusters
  Score: Raw -1815616.008984 + Penalty 3126.261499 = -1812489.747485
  nChanged 40
		SP:Iteration 65Q (144476.600000 sec): 3 clusters
  Score: Raw -1815620.553440 + Penalty 3126.261499 = -1812494.291941
  nChanged 39
		SP:Iteration 66Q (144476.910000 sec): 3 clusters
  Score: Raw -1815626.927586 + Penalty 3126.261499 = -1812500.666087
  nChanged 41
		SP:Iteration 67Q (144477.180000 sec): 3 clusters
  Score: Raw -1815635.154341 + Penalty 3126.261499 = -1812508.892841
  nChanged 38
		SP:Iteration 68Q (144477.450000 sec): 3 clusters
  Score: Raw -1815641.654579 + Penalty 3126.261499 = -1812515.393080
  nChanged 35
		SP:Iteration 69Q (144477.720000 sec): 3 clusters
  Score: Raw -1815646.431348 + Penalty 3126.261499 = -1812520.169849
  nChanged 35
		SP:Iteration 70Q (144477.990000 sec): 3 clusters
  Score: Raw -1815651.099686 + Penalty 3126.261499 = -1812524.838187
  nChanged 36
		SP:Iteration 71Q (144478.230000 sec): 3 clusters
  Score: Raw -1815656.443030 + Penalty 3126.261499 = -1812530.181531
  nChanged 35
		SP:Iteration 72Q (144478.450000 sec): 3 clusters
  Score: Raw -1815660.945855 + Penalty 3126.261499 = -1812534.684356
  nChanged 22
		SP:Iteration 73Q (144478.770000 sec): 3 clusters
  Score: Raw -1815664.067627 + Penalty 3126.261499 = -1812537.806127
  nChanged 34
		SP:Iteration 74Q (144479.040000 sec): 3 clusters
  Score: Raw -1815668.947238 + Penalty 3126.261499 = -1812542.685739
  nChanged 38
		SP:Iteration 75Q (144479.310000 sec): 3 clusters
  Score: Raw -1815673.866199 + Penalty 3126.261499 = -1812547.604700
  nChanged 34
		SP:Iteration 76Q (144479.590000 sec): 3 clusters
  Score: Raw -1815678.833737 + Penalty 3126.261499 = -1812552.572238
  nChanged 33
		SP:Iteration 77Q (144479.820000 sec): 3 clusters
  Score: Raw -1815684.060223 + Penalty 3126.261499 = -1812557.798724
  nChanged 31
		SP:Iteration 78Q (144480.050000 sec): 3 clusters
  Score: Raw -1815689.638106 + Penalty 3126.261499 = -1812563.376607
  nChanged 35
		SP:Iteration 79Q (144480.310000 sec): 3 clusters
  Score: Raw -1815694.771810 + Penalty 3126.261499 = -1812568.510311
  nChanged 26
		SP:Iteration 80F (144480.580000 sec): 3 clusters
  Score: Raw -1815698.722297 + Penalty 3126.261499 = -1812572.460798
  nChanged 26
		SP:Iteration 81Q (144480.810000 sec): 3 clusters
  Score: Raw -1815702.728677 + Penalty 3126.261499 = -1812576.467178
  nChanged 32
		SP:Iteration 82Q (144481.040000 sec): 3 clusters
  Score: Raw -1815707.248642 + Penalty 3126.261499 = -1812580.987142
  nChanged 36
		SP:Iteration 83Q (144481.310000 sec): 3 clusters
  Score: Raw -1815712.833408 + Penalty 3126.261499 = -1812586.571908
  nChanged 39
		SP:Iteration 84Q (144481.540000 sec): 3 clusters
  Score: Raw -1815720.142367 + Penalty 3126.261499 = -1812593.880868
  nChanged 50
		SP:Iteration 85Q (144481.810000 sec): 3 clusters
  Score: Raw -1815731.150411 + Penalty 3126.261499 = -1812604.888912
  nChanged 56
		SP:Iteration 86Q (144481.980000 sec): 3 clusters
  Score: Raw -1815744.644948 + Penalty 3126.261499 = -1812618.383449
  nChanged 65
		SP:Iteration 87Q (144482.270000 sec): 3 clusters
  Score: Raw -1815764.353622 + Penalty 3126.261499 = -1812638.092123
  nChanged 66
		SP:Iteration 88Q (144482.460000 sec): 3 clusters
  Score: Raw -1815783.299534 + Penalty 3126.261499 = -1812657.038034
  nChanged 68
		SP:Iteration 89Q (144482.730000 sec): 3 clusters
  Score: Raw -1815798.144046 + Penalty 3126.261499 = -1812671.882547
  nChanged 58
		SP:Iteration 90Q (144482.910000 sec): 3 clusters
  Score: Raw -1815810.801187 + Penalty 3126.261499 = -1812684.539687
  nChanged 57
		SP:Iteration 91Q (144483.150000 sec): 3 clusters
  Score: Raw -1815821.879317 + Penalty 3126.261499 = -1812695.617818
  nChanged 52
		SP:Iteration 92Q (144483.420000 sec): 3 clusters
  Score: Raw -1815832.541355 + Penalty 3126.261499 = -1812706.279856
  nChanged 57
		SP:Iteration 93Q (144483.640000 sec): 3 clusters
  Score: Raw -1815845.300364 + Penalty 3126.261499 = -1812719.038865
  nChanged 74
		SP:Iteration 94Q (144483.910000 sec): 3 clusters
  Score: Raw -1815862.634999 + Penalty 3126.261499 = -1812736.373500
  nChanged 75
		SP:Iteration 95Q (144484.090000 sec): 3 clusters
  Score: Raw -1815882.702641 + Penalty 3126.261499 = -1812756.441142
  nChanged 85
		SP:Iteration 96Q (144484.330000 sec): 3 clusters
  Score: Raw -1815905.945583 + Penalty 3126.261499 = -1812779.684084
  nChanged 69
		SP:Iteration 97Q (144484.600000 sec): 3 clusters
  Score: Raw -1815923.487697 + Penalty 3126.261499 = -1812797.226198
  nChanged 67
		SP:Iteration 98Q (144484.830000 sec): 3 clusters
  Score: Raw -1815945.030653 + Penalty 3126.261499 = -1812818.769154
  nChanged 75
		SP:Iteration 99Q (144485.090000 sec): 3 clusters
  Score: Raw -1815969.514462 + Penalty 3126.261499 = -1812843.252962
  nChanged 81
		SP:Iteration 100F (144485.370000 sec): 3 clusters
  Score: Raw -1815998.754780 + Penalty 3126.261499 = -1812872.493281
  nChanged 84
		SP:Iteration 101Q (144485.640000 sec): 3 clusters
  Score: Raw -1816028.442761 + Penalty 3126.261499 = -1812902.181262
  nChanged 74
		SP:Iteration 102Q (144485.870000 sec): 3 clusters
  Score: Raw -1816057.060388 + Penalty 3126.261499 = -1812930.798889
  nChanged 81
		SP:Iteration 103Q (144486.140000 sec): 3 clusters
  Score: Raw -1816086.228154 + Penalty 3126.261499 = -1812959.966654
  nChanged 76
		SP:Iteration 104Q (144486.370000 sec): 3 clusters
  Score: Raw -1816115.393705 + Penalty 3126.261499 = -1812989.132206
  nChanged 87
		SP:Iteration 105Q (144486.640000 sec): 3 clusters
  Score: Raw -1816148.448747 + Penalty 3126.261499 = -1813022.187248
  nChanged 89
		SP:Iteration 106Q (144486.810000 sec): 3 clusters
  Score: Raw -1816183.589227 + Penalty 3126.261499 = -1813057.327728
  nChanged 80
		SP:Iteration 107Q (144487.100000 sec): 3 clusters
  Score: Raw -1816221.728611 + Penalty 3126.261499 = -1813095.467112
  nChanged 82
		SP:Iteration 108Q (144487.370000 sec): 3 clusters
  Score: Raw -1816255.446474 + Penalty 3126.261499 = -1813129.184975
  nChanged 77
		SP:Iteration 109Q (144487.590000 sec): 3 clusters
  Score: Raw -1816288.352861 + Penalty 3126.261499 = -1813162.091362
  nChanged 79
		SP:Iteration 110Q (144487.770000 sec): 3 clusters
  Score: Raw -1816326.920892 + Penalty 3126.261499 = -1813200.659393
  nChanged 86
		SP:Iteration 111Q (144488.010000 sec): 3 clusters
  Score: Raw -1816369.298176 + Penalty 3126.261499 = -1813243.036676
  nChanged 59
		SP:Iteration 112Q (144488.180000 sec): 3 clusters
  Score: Raw -1816393.217588 + Penalty 3126.261499 = -1813266.956089
  nChanged 55
		SP:Iteration 113Q (144488.360000 sec): 3 clusters
  Score: Raw -1816419.402390 + Penalty 3126.261499 = -1813293.140891
  nChanged 59
		SP:Iteration 114Q (144488.590000 sec): 3 clusters
  Score: Raw -1816451.884338 + Penalty 3126.261499 = -1813325.622839
  nChanged 58
		SP:Iteration 115Q (144488.860000 sec): 3 clusters
  Score: Raw -1816482.171467 + Penalty 3126.261499 = -1813355.909968
  nChanged 63
		SP:Iteration 116Q (144489.090000 sec): 3 clusters
  Score: Raw -1816509.738400 + Penalty 3126.261499 = -1813383.476900
  nChanged 49
		SP:Iteration 117Q (144489.400000 sec): 3 clusters
  Score: Raw -1816531.507103 + Penalty 3126.261499 = -1813405.245604
  nChanged 54
		SP:Iteration 118Q (144489.670000 sec): 3 clusters
  Score: Raw -1816554.356630 + Penalty 3126.261499 = -1813428.095130
  nChanged 40
		SP:Iteration 119Q (144489.920000 sec): 3 clusters
  Score: Raw -1816577.158733 + Penalty 3126.261499 = -1813450.897234
  nChanged 38
		SP:Iteration 120F (144490.190000 sec): 3 clusters
  Score: Raw -1816595.180630 + Penalty 3126.261499 = -1813468.919131
  nChanged 36
		SP:Iteration 121Q (144490.460000 sec): 3 clusters
  Score: Raw -1816615.047792 + Penalty 3126.261499 = -1813488.786293
  nChanged 34
		SP:Iteration 122Q (144490.690000 sec): 3 clusters
  Score: Raw -1816632.526506 + Penalty 3126.261499 = -1813506.265007
  nChanged 48
		SP:Iteration 123Q (144490.960000 sec): 3 clusters
  Score: Raw -1816651.662273 + Penalty 3126.261499 = -1813525.400773
  nChanged 30
		SP:Iteration 124Q (144491.190000 sec): 3 clusters
  Score: Raw -1816665.353072 + Penalty 3126.261499 = -1813539.091572
  nChanged 33
		SP:Iteration 125Q (144491.460000 sec): 3 clusters
  Score: Raw -1816676.563580 + Penalty 3126.261499 = -1813550.302080
  nChanged 23
		SP:Iteration 126Q (144491.730000 sec): 3 clusters
  Score: Raw -1816684.015987 + Penalty 3126.261499 = -1813557.754488
  nChanged 16
		SP:Iteration 127Q (144491.960000 sec): 3 clusters
  Score: Raw -1816689.866851 + Penalty 3126.261499 = -1813563.605351
  nChanged 13
		SP:Iteration 128Q (144492.190000 sec): 3 clusters
  Score: Raw -1816693.858936 + Penalty 3126.261499 = -1813567.597437
  nChanged 10
		SP:Iteration 129Q (144492.450000 sec): 3 clusters
  Score: Raw -1816697.680826 + Penalty 3126.261499 = -1813571.419327
  nChanged 10
		SP:Iteration 130Q (144492.680000 sec): 3 clusters
  Score: Raw -1816701.242868 + Penalty 3126.261499 = -1813574.981369
  nChanged 12
		SP:Iteration 131Q (144492.950000 sec): 3 clusters
  Score: Raw -1816707.706668 + Penalty 3126.261499 = -1813581.445169
  nChanged 15
		SP:Iteration 132Q (144493.180000 sec): 3 clusters
  Score: Raw -1816715.348844 + Penalty 3126.261499 = -1813589.087344
  nChanged 10
		SP:Iteration 133Q (144493.490000 sec): 3 clusters
  Score: Raw -1816718.796558 + Penalty 3126.261499 = -1813592.535059
  nChanged 4
		SP:Iteration 134Q (144493.680000 sec): 3 clusters
  Score: Raw -1816720.324575 + Penalty 3126.261499 = -1813594.063076
  nChanged 8
		SP:Iteration 135Q (144493.910000 sec): 3 clusters
  Score: Raw -1816723.221744 + Penalty 3126.261499 = -1813596.960245
  nChanged 7
		SP:Iteration 136Q (144494.170000 sec): 3 clusters
  Score: Raw -1816725.115553 + Penalty 3126.261499 = -1813598.854054
  nChanged 4
		SP:Iteration 137Q (144494.400000 sec): 3 clusters
  Score: Raw -1816726.309275 + Penalty 3126.261499 = -1813600.047775
  nChanged 2
		SP:Iteration 138Q (144494.710000 sec): 3 clusters
  Score: Raw -1816727.507881 + Penalty 3126.261499 = -1813601.246382
  nChanged 5
		SP:Iteration 139Q (144494.890000 sec): 3 clusters
  Score: Raw -1816728.451169 + Penalty 3126.261499 = -1813602.189670
  nChanged 5
		SP:Iteration 140F (144495.210000 sec): 3 clusters
  Score: Raw -1816730.554658 + Penalty 3126.261499 = -1813604.293159
  nChanged 6
		SP:Iteration 141Q (144495.400000 sec): 3 clusters
  Score: Raw -1816732.818408 + Penalty 3126.261499 = -1813606.556909
  nChanged 6
		SP:Iteration 142Q (144495.630000 sec): 3 clusters
  Score: Raw -1816734.958069 + Penalty 3126.261499 = -1813608.696570
  nChanged 6
		SP:Iteration 143Q (144495.940000 sec): 3 clusters
  Score: Raw -1816738.413120 + Penalty 3126.261499 = -1813612.151621
  nChanged 8
		SP:Iteration 144Q (144496.090000 sec): 3 clusters
  Score: Raw -1816742.331722 + Penalty 3126.261499 = -1813616.070223
  nChanged 12
		SP:Iteration 145Q (144496.340000 sec): 3 clusters
  Score: Raw -1816745.943540 + Penalty 3126.261499 = -1813619.682040
  nChanged 9
		SP:Iteration 146Q (144496.600000 sec): 3 clusters
  Score: Raw -1816748.617590 + Penalty 3126.261499 = -1813622.356091
  nChanged 6
		SP:Iteration 147Q (144496.830000 sec): 3 clusters
  Score: Raw -1816750.597181 + Penalty 3126.261499 = -1813624.335681
  nChanged 8
		SP:Iteration 148Q (144497.060000 sec): 3 clusters
  Score: Raw -1816754.393255 + Penalty 3126.261499 = -1813628.131756
  nChanged 9
		SP:Iteration 149Q (144497.290000 sec): 3 clusters
  Score: Raw -1816760.324301 + Penalty 3126.261499 = -1813634.062802
  nChanged 12
		SP:Iteration 150Q (144497.510000 sec): 3 clusters
  Score: Raw -1816767.117602 + Penalty 3126.261499 = -1813640.856103
  nChanged 21
		SP:Iteration 151Q (144497.780000 sec): 3 clusters
  Score: Raw -1816775.574040 + Penalty 3126.261499 = -1813649.312541
  nChanged 14
		SP:Iteration 152Q (144498.010000 sec): 3 clusters
  Score: Raw -1816781.951158 + Penalty 3126.261499 = -1813655.689659
  nChanged 9
		SP:Iteration 153Q (144498.280000 sec): 3 clusters
  Score: Raw -1816786.600175 + Penalty 3126.261499 = -1813660.338675
  nChanged 5
		SP:Iteration 154Q (144498.500000 sec): 3 clusters
  Score: Raw -1816788.913731 + Penalty 3126.261499 = -1813662.652232
  nChanged 7
		SP:Iteration 155Q (144498.690000 sec): 3 clusters
  Score: Raw -1816791.866587 + Penalty 3126.261499 = -1813665.605088
  nChanged 8
		SP:Iteration 156Q (144498.890000 sec): 3 clusters
  Score: Raw -1816795.272331 + Penalty 3126.261499 = -1813669.010832
  nChanged 7
		SP:Iteration 157Q (144499.080000 sec): 3 clusters
  Score: Raw -1816798.969286 + Penalty 3126.261499 = -1813672.707786
  nChanged 10
		SP:Iteration 158Q (144499.270000 sec): 3 clusters
  Score: Raw -1816803.958344 + Penalty 3126.261499 = -1813677.696845
  nChanged 10
		SP:Iteration 159Q (144499.550000 sec): 3 clusters
  Score: Raw -1816808.312464 + Penalty 3126.261499 = -1813682.050965
  nChanged 9
		SP:Iteration 160F (144499.820000 sec): 3 clusters
  Score: Raw -1816813.260963 + Penalty 3126.261499 = -1813686.999464
  nChanged 7
		SP:Iteration 161Q (144500.090000 sec): 3 clusters
  Score: Raw -1816816.147324 + Penalty 3126.261499 = -1813689.885825
  nChanged 6
		SP:Iteration 162Q (144500.310000 sec): 3 clusters
  Score: Raw -1816818.304010 + Penalty 3126.261499 = -1813692.042511
  nChanged 4
		SP:Iteration 163Q (144500.580000 sec): 3 clusters
  Score: Raw -1816820.798222 + Penalty 3126.261499 = -1813694.536723
  nChanged 4
		SP:Iteration 164Q (144500.750000 sec): 3 clusters
  Score: Raw -1816822.458477 + Penalty 3126.261499 = -1813696.196978
  nChanged 3
		SP:Iteration 165Q (144501.040000 sec): 3 clusters
  Score: Raw -1816824.074327 + Penalty 3126.261499 = -1813697.812828
  nChanged 3
		SP:Iteration 166Q (144501.230000 sec): 3 clusters
  Score: Raw -1816824.776622 + Penalty 3126.261499 = -1813698.515123
  nChanged 1
		SP:Iteration 167Q (144501.450000 sec): 3 clusters
  Score: Raw -1816825.321414 + Penalty 3126.261499 = -1813699.059915
  nChanged 0
		SP:Iteration 168F (144501.720000 sec): 3 clusters
  Score: Raw -1816825.321414 + Penalty 3126.261499 = -1813699.059915
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 35 (2057 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (144501.820000 sec): 2 clusters
  Score: Raw -253569.215182 + Penalty 1239.713132 = -252329.502050
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (144501.990000 sec): 3 clusters
  Score: Raw -252695.410272 + Penalty 2479.426264 = -250215.984008
  nChanged 726
		SP:Iteration 1F (144502.170000 sec): 3 clusters
  Score: Raw -253194.136593 + Penalty 2479.426264 = -250714.710329
  nChanged 158
		SP:Iteration 2F (144502.350000 sec): 3 clusters
  Score: Raw -253309.195990 + Penalty 2479.426264 = -250829.769726
  nChanged 90
		SP:Iteration 3Q (144502.520000 sec): 3 clusters
  Score: Raw -253371.292220 + Penalty 2479.426264 = -250891.865956
  nChanged 71
		SP:Iteration 4Q (144502.700000 sec): 3 clusters
  Score: Raw -253410.363174 + Penalty 2479.426264 = -250930.936910
  nChanged 39
		SP:Iteration 5Q (144502.870000 sec): 3 clusters
  Score: Raw -253430.572233 + Penalty 2479.426264 = -250951.145969
  nChanged 27
		SP:Iteration 6Q (144503.050000 sec): 3 clusters
  Score: Raw -253448.586324 + Penalty 2479.426264 = -250969.160060
  nChanged 35
		SP:Iteration 7Q (144503.230000 sec): 3 clusters
  Score: Raw -253467.865233 + Penalty 2479.426264 = -250988.438969
  nChanged 31
		SP:Iteration 8Q (144503.400000 sec): 3 clusters
  Score: Raw -253482.867714 + Penalty 2479.426264 = -251003.441449
  nChanged 20
		SP:Iteration 9Q (144503.580000 sec): 3 clusters
  Score: Raw -253494.380041 + Penalty 2479.426264 = -251014.953777
  nChanged 30
		SP:Iteration 10Q (144503.750000 sec): 3 clusters
  Score: Raw -253507.380381 + Penalty 2479.426264 = -251027.954117
  nChanged 23
		SP:Iteration 11Q (144503.930000 sec): 3 clusters
  Score: Raw -253519.889014 + Penalty 2479.426264 = -251040.462749
  nChanged 18
		SP:Iteration 12Q (144504.090000 sec): 3 clusters
  Score: Raw -253529.223914 + Penalty 2479.426264 = -251049.797650
  nChanged 12
		SP:Iteration 13Q (144504.270000 sec): 3 clusters
  Score: Raw -253534.898201 + Penalty 2479.426264 = -251055.471937
  nChanged 13
		SP:Iteration 14Q (144504.310000 sec): 3 clusters
  Score: Raw -253541.650805 + Penalty 2479.426264 = -251062.224541
  nChanged 10
		SP:Iteration 15Q (144504.350000 sec): 3 clusters
  Score: Raw -253546.653838 + Penalty 2479.426264 = -251067.227574
  nChanged 10
		SP:Iteration 16Q (144504.390000 sec): 3 clusters
  Score: Raw -253552.275068 + Penalty 2479.426264 = -251072.848804
  nChanged 7
		SP:Iteration 17Q (144504.430000 sec): 3 clusters
  Score: Raw -253555.435991 + Penalty 2479.426264 = -251076.009727
  nChanged 7
		SP:Iteration 18Q (144504.470000 sec): 3 clusters
  Score: Raw -253558.756068 + Penalty 2479.426264 = -251079.329804
  nChanged 1
		SP:Iteration 19Q (144504.510000 sec): 3 clusters
  Score: Raw -253559.653670 + Penalty 2479.426264 = -251080.227406
  nChanged 2
		SP:Iteration 20F (144504.670000 sec): 3 clusters
  Score: Raw -253560.497900 + Penalty 2479.426264 = -251081.071636
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 36 (346 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (144504.760000 sec): 2 clusters
  Score: Raw -24738.477391 + Penalty 950.046301 = -23788.431090
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (144504.930000 sec): 3 clusters
  Score: Raw -24809.331889 + Penalty 1900.092602 = -22909.239287
  nChanged 87
		SP:Iteration 1F (144505.110000 sec): 3 clusters
  Score: Raw -25109.119892 + Penalty 1900.092602 = -23209.027290
  nChanged 29
		SP:Iteration 2F (144505.290000 sec): 3 clusters
  Score: Raw -25217.863638 + Penalty 1900.092602 = -23317.771036
  nChanged 21
		SP:Iteration 3F (144505.460000 sec): 3 clusters
  Score: Raw -25313.294123 + Penalty 1900.092602 = -23413.201521
  nChanged 8
		SP:Iteration 4Q (144505.640000 sec): 3 clusters
  Score: Raw -25351.634099 + Penalty 1900.092602 = -23451.541497
  nChanged 4
		SP:Iteration 5Q (144505.810000 sec): 3 clusters
  Score: Raw -25388.099511 + Penalty 1900.092602 = -23488.006909
  nChanged 3
		SP:Iteration 6Q (144505.990000 sec): 3 clusters
  Score: Raw -25396.175995 + Penalty 1900.092602 = -23496.083393
  nChanged 1
		SP:Iteration 7Q (144506.170000 sec): 3 clusters
  Score: Raw -25405.345570 + Penalty 1900.092602 = -23505.252968
  nChanged 2
		SP:Iteration 8Q (144506.340000 sec): 3 clusters
  Score: Raw -25410.750810 + Penalty 1900.092602 = -23510.658208
  nChanged 1
		SP:Iteration 9Q (144506.520000 sec): 3 clusters
  Score: Raw -25414.064514 + Penalty 1900.092602 = -23513.971913
  nChanged 0
		SP:Iteration 10F (144506.690000 sec): 3 clusters
  Score: Raw -25414.142781 + Penalty 1900.092602 = -23514.050179
  nChanged 1
		SP:Iteration 11Q (144506.870000 sec): 3 clusters
  Score: Raw -25433.635738 + Penalty 1900.092602 = -23533.543137
  nChanged 1
		SP:Iteration 12Q (144507.050000 sec): 3 clusters
  Score: Raw -25436.009929 + Penalty 1900.092602 = -23535.917327
  nChanged 2
		SP:Iteration 13Q (144507.220000 sec): 3 clusters
  Score: Raw -25437.675948 + Penalty 1900.092602 = -23537.583346
  nChanged 0
		SP:Iteration 14F (144507.400000 sec): 3 clusters
  Score: Raw -25437.675948 + Penalty 1900.092602 = -23537.583346
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 37 (400 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (144507.490000 sec): 2 clusters
  Score: Raw -36665.019793 + Penalty 973.612989 = -35691.406804
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (144507.660000 sec): 3 clusters
  Score: Raw -36685.647484 + Penalty 1947.225978 = -34738.421506
  nChanged 97
		SP:Iteration 1F (144507.840000 sec): 3 clusters
  Score: Raw -36883.076893 + Penalty 1947.225978 = -34935.850916
  nChanged 26
		SP:Iteration 2F (144508.010000 sec): 3 clusters
  Score: Raw -36957.092099 + Penalty 1947.225978 = -35009.866121
  nChanged 19
		SP:Iteration 3Q (144508.180000 sec): 3 clusters
  Score: Raw -37015.979985 + Penalty 1947.225978 = -35068.754007
  nChanged 16
		SP:Iteration 4Q (144508.340000 sec): 3 clusters
  Score: Raw -37070.377517 + Penalty 1947.225978 = -35123.151539
  nChanged 16
		SP:Iteration 5Q (144508.510000 sec): 3 clusters
  Score: Raw -37121.783267 + Penalty 1947.225978 = -35174.557289
  nChanged 13
		SP:Iteration 6Q (144508.670000 sec): 3 clusters
  Score: Raw -37171.271562 + Penalty 1947.225978 = -35224.045584
  nChanged 7
		SP:Iteration 7Q (144508.830000 sec): 3 clusters
  Score: Raw -37194.668994 + Penalty 1947.225978 = -35247.443017
  nChanged 6
		SP:Iteration 8Q (144508.990000 sec): 3 clusters
  Score: Raw -37221.410384 + Penalty 1947.225978 = -35274.184407
  nChanged 5
		SP:Iteration 9Q (144509.150000 sec): 3 clusters
  Score: Raw -37241.084929 + Penalty 1947.225978 = -35293.858951
  nChanged 6
		SP:Iteration 10Q (144509.310000 sec): 3 clusters
  Score: Raw -37271.513428 + Penalty 1947.225978 = -35324.287450
  nChanged 4
		SP:Iteration 11Q (144509.470000 sec): 3 clusters
  Score: Raw -37294.188932 + Penalty 1947.225978 = -35346.962954
  nChanged 2
		SP:Iteration 12Q (144509.630000 sec): 3 clusters
  Score: Raw -37300.291262 + Penalty 1947.225978 = -35353.065284
  nChanged 1
		SP:Iteration 13Q (144509.810000 sec): 3 clusters
  Score: Raw -37302.667376 + Penalty 1947.225978 = -35355.441398
  nChanged 0
		SP:Iteration 14F (144509.990000 sec): 3 clusters
  Score: Raw -37302.667376 + Penalty 1947.225978 = -35355.441398
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 38 (6051 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (144510.080000 sec): 2 clusters
  Score: Raw -733583.128398 + Penalty 1415.046559 = -732168.081839
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (144510.290000 sec): 3 clusters
  Score: Raw -730361.946745 + Penalty 2830.093119 = -727531.853626
  nChanged 2495
		SP:Iteration 1F (144510.490000 sec): 3 clusters
  Score: Raw -731681.522317 + Penalty 2830.093119 = -728851.429199
  nChanged 458
		SP:Iteration 2F (144510.710000 sec): 3 clusters
  Score: Raw -731911.418674 + Penalty 2830.093119 = -729081.325555
  nChanged 331
		SP:Iteration 3F (144510.910000 sec): 3 clusters
  Score: Raw -732060.465339 + Penalty 2830.093119 = -729230.372221
  nChanged 269
		SP:Iteration 4Q (144511.130000 sec): 3 clusters
  Score: Raw -732187.334357 + Penalty 2830.093119 = -729357.241238
  nChanged 240
		SP:Iteration 5Q (144511.330000 sec): 3 clusters
  Score: Raw -732325.752511 + Penalty 2830.093119 = -729495.659392
  nChanged 219
		SP:Iteration 6Q (144511.550000 sec): 3 clusters
  Score: Raw -732453.136716 + Penalty 2830.093119 = -729623.043598
  nChanged 206
		SP:Iteration 7Q (144511.750000 sec): 3 clusters
  Score: Raw -732570.058663 + Penalty 2830.093119 = -729739.965545
  nChanged 193
		SP:Iteration 8Q (144511.970000 sec): 3 clusters
  Score: Raw -732691.188071 + Penalty 2830.093119 = -729861.094953
  nChanged 193
		SP:Iteration 9Q (144512.180000 sec): 3 clusters
  Score: Raw -732797.295162 + Penalty 2830.093119 = -729967.202044
  nChanged 169
		SP:Iteration 10Q (144512.390000 sec): 3 clusters
  Score: Raw -732880.750486 + Penalty 2830.093119 = -730050.657367
  nChanged 144
		SP:Iteration 11Q (144512.550000 sec): 3 clusters
  Score: Raw -732951.985916 + Penalty 2830.093119 = -730121.892797
  nChanged 160
		SP:Iteration 12Q (144512.770000 sec): 3 clusters
  Score: Raw -733031.577938 + Penalty 2830.093119 = -730201.484819
  nChanged 153
		SP:Iteration 13Q (144512.930000 sec): 3 clusters
  Score: Raw -733101.504309 + Penalty 2830.093119 = -730271.411191
  nChanged 126
		SP:Iteration 14Q (144513.100000 sec): 3 clusters
  Score: Raw -733160.209087 + Penalty 2830.093119 = -730330.115969
  nChanged 113
		SP:Iteration 15Q (144513.270000 sec): 3 clusters
  Score: Raw -733200.866609 + Penalty 2830.093119 = -730370.773491
  nChanged 96
		SP:Iteration 16Q (144513.430000 sec): 3 clusters
  Score: Raw -733236.126172 + Penalty 2830.093119 = -730406.033054
  nChanged 78
		SP:Iteration 17Q (144513.600000 sec): 3 clusters
  Score: Raw -733264.765105 + Penalty 2830.093119 = -730434.671987
  nChanged 58
		SP:Iteration 18Q (144513.810000 sec): 3 clusters
  Score: Raw -733282.558948 + Penalty 2830.093119 = -730452.465829
  nChanged 50
		SP:Iteration 19Q (144513.980000 sec): 3 clusters
  Score: Raw -733295.287266 + Penalty 2830.093119 = -730465.194147
  nChanged 43
		SP:Iteration 20F (144514.170000 sec): 3 clusters
  Score: Raw -733308.567029 + Penalty 2830.093119 = -730478.473910
  nChanged 46
		SP:Iteration 21Q (144514.350000 sec): 3 clusters
  Score: Raw -733323.400479 + Penalty 2830.093119 = -730493.307361
  nChanged 38
		SP:Iteration 22Q (144514.560000 sec): 3 clusters
  Score: Raw -733336.492029 + Penalty 2830.093119 = -730506.398910
  nChanged 49
		SP:Iteration 23Q (144514.640000 sec): 3 clusters
  Score: Raw -733349.982391 + Penalty 2830.093119 = -730519.889273
  nChanged 39
		SP:Iteration 24Q (144514.790000 sec): 3 clusters
  Score: Raw -733362.067240 + Penalty 2830.093119 = -730531.974121
  nChanged 41
		SP:Iteration 25Q (144514.890000 sec): 3 clusters
  Score: Raw -733371.928575 + Penalty 2830.093119 = -730541.835457
  nChanged 26
		SP:Iteration 26Q (144514.990000 sec): 3 clusters
  Score: Raw -733377.184133 + Penalty 2830.093119 = -730547.091015
  nChanged 19
		SP:Iteration 27Q (144515.100000 sec): 3 clusters
  Score: Raw -733381.446744 + Penalty 2830.093119 = -730551.353625
  nChanged 13
		SP:Iteration 28Q (144515.300000 sec): 3 clusters
  Score: Raw -733385.082070 + Penalty 2830.093119 = -730554.988951
  nChanged 19
		SP:Iteration 29Q (144515.510000 sec): 3 clusters
  Score: Raw -733390.774717 + Penalty 2830.093119 = -730560.681598
  nChanged 14
		SP:Iteration 30Q (144515.670000 sec): 3 clusters
  Score: Raw -733394.631325 + Penalty 2830.093119 = -730564.538207
  nChanged 18
		SP:Iteration 31Q (144515.840000 sec): 3 clusters
  Score: Raw -733399.726797 + Penalty 2830.093119 = -730569.633678
  nChanged 20
		SP:Iteration 32Q (144516.010000 sec): 3 clusters
  Score: Raw -733404.228038 + Penalty 2830.093119 = -730574.134920
  nChanged 24
		SP:Iteration 33Q (144516.170000 sec): 3 clusters
  Score: Raw -733409.427023 + Penalty 2830.093119 = -730579.333904
  nChanged 23
		SP:Iteration 34Q (144516.340000 sec): 3 clusters
  Score: Raw -733415.747971 + Penalty 2830.093119 = -730585.654852
  nChanged 28
		SP:Iteration 35Q (144516.510000 sec): 3 clusters
  Score: Raw -733422.744278 + Penalty 2830.093119 = -730592.651159
  nChanged 24
		SP:Iteration 36Q (144516.670000 sec): 3 clusters
  Score: Raw -733429.584799 + Penalty 2830.093119 = -730599.491680
  nChanged 30
		SP:Iteration 37Q (144516.870000 sec): 3 clusters
  Score: Raw -733437.610586 + Penalty 2830.093119 = -730607.517467
  nChanged 24
		SP:Iteration 38Q (144517.060000 sec): 3 clusters
  Score: Raw -733442.771351 + Penalty 2830.093119 = -730612.678232
  nChanged 19
		SP:Iteration 39Q (144517.270000 sec): 3 clusters
  Score: Raw -733446.704412 + Penalty 2830.093119 = -730616.611294
  nChanged 19
		SP:Iteration 40F (144517.460000 sec): 3 clusters
  Score: Raw -733450.587458 + Penalty 2830.093119 = -730620.494339
  nChanged 14
		SP:Iteration 41Q (144517.630000 sec): 3 clusters
  Score: Raw -733454.473610 + Penalty 2830.093119 = -730624.380491
  nChanged 10
		SP:Iteration 42Q (144517.790000 sec): 3 clusters
  Score: Raw -733455.856531 + Penalty 2830.093119 = -730625.763412
  nChanged 3
		SP:Iteration 43Q (144517.960000 sec): 3 clusters
  Score: Raw -733456.261678 + Penalty 2830.093119 = -730626.168560
  nChanged 4
		SP:Iteration 44Q (144518.120000 sec): 3 clusters
  Score: Raw -733456.889621 + Penalty 2830.093119 = -730626.796502
  nChanged 2
		SP:Iteration 45Q (144518.290000 sec): 3 clusters
  Score: Raw -733457.342059 + Penalty 2830.093119 = -730627.248941
  nChanged 4
		SP:Iteration 46Q (144518.460000 sec): 3 clusters
  Score: Raw -733457.766122 + Penalty 2830.093119 = -730627.673003
  nChanged 1
		SP:Iteration 47Q (144518.670000 sec): 3 clusters
  Score: Raw -733457.823330 + Penalty 2830.093119 = -730627.730211
  nChanged 1
		SP:Iteration 48Q (144518.830000 sec): 3 clusters
  Score: Raw -733457.865620 + Penalty 2830.093119 = -730627.772501
  nChanged 1
		SP:Iteration 49Q (144519.000000 sec): 3 clusters
  Score: Raw -733458.141929 + Penalty 2830.093119 = -730628.048810
  nChanged 0
		SP:Iteration 50F (144519.210000 sec): 3 clusters
  Score: Raw -733458.141929 + Penalty 2830.093119 = -730628.048810
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 39 (1190 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (144519.270000 sec): 2 clusters
  Score: Raw -142217.034136 + Penalty 1150.777645 = -141066.256491
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (144519.450000 sec): 3 clusters
  Score: Raw -141784.083435 + Penalty 2301.555290 = -139482.528144
  nChanged 375
		SP:Iteration 1F (144519.620000 sec): 3 clusters
  Score: Raw -142071.677351 + Penalty 2301.555290 = -139770.122060
  nChanged 89
		SP:Iteration 2F (144519.800000 sec): 3 clusters
  Score: Raw -142156.588011 + Penalty 2301.555290 = -139855.032720
  nChanged 42
		SP:Iteration 3Q (144519.980000 sec): 3 clusters
  Score: Raw -142192.640478 + Penalty 2301.555290 = -139891.085187
  nChanged 32
		SP:Iteration 4Q (144520.150000 sec): 3 clusters
  Score: Raw -142219.395809 + Penalty 2301.555290 = -139917.840518
  nChanged 22
		SP:Iteration 5Q (144520.330000 sec): 3 clusters
  Score: Raw -142236.472911 + Penalty 2301.555290 = -139934.917620
  nChanged 19
		SP:Iteration 6Q (144520.500000 sec): 3 clusters
  Score: Raw -142250.298122 + Penalty 2301.555290 = -139948.742831
  nChanged 15
		SP:Iteration 7Q (144520.520000 sec): 3 clusters
  Score: Raw -142265.004880 + Penalty 2301.555290 = -139963.449589
  nChanged 13
		SP:Iteration 8Q (144520.550000 sec): 3 clusters
  Score: Raw -142274.377945 + Penalty 2301.555290 = -139972.822654
  nChanged 8
		SP:Iteration 9Q (144520.580000 sec): 3 clusters
  Score: Raw -142282.006454 + Penalty 2301.555290 = -139980.451164
  nChanged 14
		SP:Iteration 10Q (144520.610000 sec): 3 clusters
  Score: Raw -142297.646649 + Penalty 2301.555290 = -139996.091358
  nChanged 21
		SP:Iteration 11Q (144520.640000 sec): 3 clusters
  Score: Raw -142318.199349 + Penalty 2301.555290 = -140016.644059
  nChanged 16
		SP:Iteration 12Q (144520.670000 sec): 3 clusters
  Score: Raw -142338.747869 + Penalty 2301.555290 = -140037.192578
  nChanged 16
		SP:Iteration 13Q (144520.700000 sec): 3 clusters
  Score: Raw -142356.479215 + Penalty 2301.555290 = -140054.923924
  nChanged 14
		SP:Iteration 14Q (144520.740000 sec): 3 clusters
  Score: Raw -142373.976057 + Penalty 2301.555290 = -140072.420766
  nChanged 13
		SP:Iteration 15Q (144520.770000 sec): 3 clusters
  Score: Raw -142390.481464 + Penalty 2301.555290 = -140088.926173
  nChanged 11
		SP:Iteration 16Q (144520.790000 sec): 3 clusters
  Score: Raw -142401.000881 + Penalty 2301.555290 = -140099.445590
  nChanged 4
		SP:Iteration 17Q (144520.820000 sec): 3 clusters
  Score: Raw -142404.546396 + Penalty 2301.555290 = -140102.991106
  nChanged 0
		SP:Iteration 18F (144520.850000 sec): 3 clusters
  Score: Raw -142404.546396 + Penalty 2301.555290 = -140102.991106
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 40 (3118 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (144520.920000 sec): 2 clusters
  Score: Raw -365957.379860 + Penalty 1307.303896 = -364650.075965
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (144520.980000 sec): 3 clusters
  Score: Raw -364448.266217 + Penalty 2614.607791 = -361833.658426
  nChanged 1228
		SP:Iteration 1F (144521.040000 sec): 3 clusters
  Score: Raw -365177.297192 + Penalty 2614.607791 = -362562.689401
  nChanged 257
		SP:Iteration 2F (144521.090000 sec): 3 clusters
  Score: Raw -365345.850377 + Penalty 2614.607791 = -362731.242586
  nChanged 149
		SP:Iteration 3Q (144521.150000 sec): 3 clusters
  Score: Raw -365438.825328 + Penalty 2614.607791 = -362824.217537
  nChanged 124
		SP:Iteration 4Q (144521.210000 sec): 3 clusters
  Score: Raw -365504.892499 + Penalty 2614.607791 = -362890.284708
  nChanged 106
		SP:Iteration 5Q (144521.270000 sec): 3 clusters
  Score: Raw -365566.563331 + Penalty 2614.607791 = -362951.955540
  nChanged 106
		SP:Iteration 6Q (144521.320000 sec): 3 clusters
  Score: Raw -365632.983158 + Penalty 2614.607791 = -363018.375367
  nChanged 106
		SP:Iteration 7Q (144521.380000 sec): 3 clusters
  Score: Raw -365711.449455 + Penalty 2614.607791 = -363096.841664
  nChanged 127
		SP:Iteration 8Q (144521.440000 sec): 3 clusters
  Score: Raw -365806.588063 + Penalty 2614.607791 = -363191.980272
  nChanged 129
		SP:Iteration 9Q (144521.500000 sec): 3 clusters
  Score: Raw -365907.833043 + Penalty 2614.607791 = -363293.225252
  nChanged 103
		SP:Iteration 10Q (144521.560000 sec): 3 clusters
  Score: Raw -365986.385369 + Penalty 2614.607791 = -363371.777578
  nChanged 95
		SP:Iteration 11Q (144521.610000 sec): 3 clusters
  Score: Raw -366059.643199 + Penalty 2614.607791 = -363445.035408
  nChanged 75
		SP:Iteration 12Q (144521.670000 sec): 3 clusters
  Score: Raw -366127.400505 + Penalty 2614.607791 = -363512.792714
  nChanged 73
		SP:Iteration 13Q (144521.730000 sec): 3 clusters
  Score: Raw -366184.424332 + Penalty 2614.607791 = -363569.816541
  nChanged 60
		SP:Iteration 14Q (144521.780000 sec): 3 clusters
  Score: Raw -366227.291926 + Penalty 2614.607791 = -363612.684135
  nChanged 52
		SP:Iteration 15Q (144521.840000 sec): 3 clusters
  Score: Raw -366270.434334 + Penalty 2614.607791 = -363655.826542
  nChanged 46
		SP:Iteration 16Q (144521.900000 sec): 3 clusters
  Score: Raw -366310.181039 + Penalty 2614.607791 = -363695.573248
  nChanged 37
		SP:Iteration 17Q (144521.960000 sec): 3 clusters
  Score: Raw -366354.993319 + Penalty 2614.607791 = -363740.385528
  nChanged 35
		SP:Iteration 18Q (144522.020000 sec): 3 clusters
  Score: Raw -366396.242008 + Penalty 2614.607791 = -363781.634217
  nChanged 34
		SP:Iteration 19Q (144522.080000 sec): 3 clusters
  Score: Raw -366431.900124 + Penalty 2614.607791 = -363817.292333
  nChanged 33
		SP:Iteration 20F (144522.130000 sec): 3 clusters
  Score: Raw -366470.690408 + Penalty 2614.607791 = -363856.082617
  nChanged 41
		SP:Iteration 21Q (144522.190000 sec): 3 clusters
  Score: Raw -366526.183271 + Penalty 2614.607791 = -363911.575479
  nChanged 43
		SP:Iteration 22Q (144522.250000 sec): 3 clusters
  Score: Raw -366584.291514 + Penalty 2614.607791 = -363969.683723
  nChanged 49
		SP:Iteration 23Q (144522.300000 sec): 3 clusters
  Score: Raw -366655.449164 + Penalty 2614.607791 = -364040.841373
  nChanged 45
		SP:Iteration 24Q (144522.360000 sec): 3 clusters
  Score: Raw -366717.164965 + Penalty 2614.607791 = -364102.557174
  nChanged 36
		SP:Iteration 25Q (144522.420000 sec): 3 clusters
  Score: Raw -366775.915416 + Penalty 2614.607791 = -364161.307625
  nChanged 39
		SP:Iteration 26Q (144522.480000 sec): 3 clusters
  Score: Raw -366836.981836 + Penalty 2614.607791 = -364222.374045
  nChanged 39
		SP:Iteration 27Q (144522.540000 sec): 3 clusters
  Score: Raw -366884.781016 + Penalty 2614.607791 = -364270.173225
  nChanged 20
		SP:Iteration 28Q (144522.600000 sec): 3 clusters
  Score: Raw -366899.934181 + Penalty 2614.607791 = -364285.326390
  nChanged 12
		SP:Iteration 29Q (144522.650000 sec): 3 clusters
  Score: Raw -366908.033171 + Penalty 2614.607791 = -364293.425380
  nChanged 8
		SP:Iteration 30Q (144522.710000 sec): 3 clusters
  Score: Raw -366913.959296 + Penalty 2614.607791 = -364299.351505
  nChanged 7
		SP:Iteration 31Q (144522.770000 sec): 3 clusters
  Score: Raw -366918.843130 + Penalty 2614.607791 = -364304.235339
  nChanged 9
		SP:Iteration 32Q (144522.830000 sec): 3 clusters
  Score: Raw -366924.553379 + Penalty 2614.607791 = -364309.945587
  nChanged 9
		SP:Iteration 33Q (144522.880000 sec): 3 clusters
  Score: Raw -366929.869220 + Penalty 2614.607791 = -364315.261429
  nChanged 5
		SP:Iteration 34Q (144522.940000 sec): 3 clusters
  Score: Raw -366932.026267 + Penalty 2614.607791 = -364317.418476
  nChanged 3
		SP:Iteration 35Q (144523.000000 sec): 3 clusters
  Score: Raw -366933.136725 + Penalty 2614.607791 = -364318.528934
  nChanged 1
		SP:Iteration 36Q (144523.060000 sec): 3 clusters
  Score: Raw -366934.218863 + Penalty 2614.607791 = -364319.611072
  nChanged 3
		SP:Iteration 37Q (144523.120000 sec): 3 clusters
  Score: Raw -366935.158599 + Penalty 2614.607791 = -364320.550808
  nChanged 0
		SP:Iteration 38F (144523.180000 sec): 3 clusters
  Score: Raw -366935.158599 + Penalty 2614.607791 = -364320.550808
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 41 (189 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (144523.220000 sec): 2 clusters
  Score: Raw -9575.574668 + Penalty 851.783890 = -8723.790779
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (144523.230000 sec): 3 clusters
  Score: Raw -9709.332628 + Penalty 1703.567780 = -8005.764848
  nChanged 43
		SP:Iteration 1F (144523.240000 sec): 3 clusters
  Score: Raw -9958.031678 + Penalty 1703.567780 = -8254.463898
  nChanged 13
		SP:Iteration 2F (144523.250000 sec): 3 clusters
  Score: Raw -10042.162183 + Penalty 1703.567780 = -8338.594403
  nChanged 4
		SP:Iteration 3Q (144523.260000 sec): 3 clusters
  Score: Raw -10064.808769 + Penalty 1703.567780 = -8361.240989
  nChanged 2
		SP:Iteration 4Q (144523.260000 sec): 3 clusters
  Score: Raw -10087.540432 + Penalty 1703.567780 = -8383.972652
  nChanged 2
		SP:Iteration 5Q (144523.270000 sec): 3 clusters
  Score: Raw -10094.014360 + Penalty 1703.567780 = -8390.446580
  nChanged 0
		SP:Iteration 6F (144523.280000 sec): 3 clusters
  Score: Raw -10094.014360 + Penalty 1703.567780 = -8390.446580
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 42 (379 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (144523.320000 sec): 2 clusters
  Score: Raw -44436.162379 + Penalty 964.849633 = -43471.312746
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (144523.320000 sec): 3 clusters
  Score: Raw -44447.992721 + Penalty 1929.699267 = -42518.293454
  nChanged 92
		SP:Iteration 1F (144523.330000 sec): 3 clusters
  Score: Raw -44650.816105 + Penalty 1929.699267 = -42721.116838
  nChanged 20
		SP:Iteration 2F (144523.340000 sec): 3 clusters
  Score: Raw -44717.959305 + Penalty 1929.699267 = -42788.260038
  nChanged 15
		SP:Iteration 3Q (144523.360000 sec): 3 clusters
  Score: Raw -44779.856588 + Penalty 1929.699267 = -42850.157321
  nChanged 9
		SP:Iteration 4Q (144523.360000 sec): 3 clusters
  Score: Raw -44811.874880 + Penalty 1929.699267 = -42882.175614
  nChanged 7
		SP:Iteration 5Q (144523.370000 sec): 3 clusters
  Score: Raw -44847.489823 + Penalty 1929.699267 = -42917.790557
  nChanged 6
		SP:Iteration 6Q (144523.380000 sec): 3 clusters
  Score: Raw -44870.799861 + Penalty 1929.699267 = -42941.100594
  nChanged 4
		SP:Iteration 7Q (144523.390000 sec): 3 clusters
  Score: Raw -44885.123067 + Penalty 1929.699267 = -42955.423800
  nChanged 6
		SP:Iteration 8Q (144523.410000 sec): 3 clusters
  Score: Raw -44900.606001 + Penalty 1929.699267 = -42970.906734
  nChanged 10
		SP:Iteration 9Q (144523.410000 sec): 3 clusters
  Score: Raw -44930.866242 + Penalty 1929.699267 = -43001.166976
  nChanged 11
		SP:Iteration 10Q (144523.420000 sec): 3 clusters
  Score: Raw -44957.328178 + Penalty 1929.699267 = -43027.628911
  nChanged 6
		SP:Iteration 11Q (144523.430000 sec): 3 clusters
  Score: Raw -44971.459869 + Penalty 1929.699267 = -43041.760602
  nChanged 3
		SP:Iteration 12Q (144523.440000 sec): 3 clusters
  Score: Raw -44980.904197 + Penalty 1929.699267 = -43051.204931
  nChanged 2
		SP:Iteration 13Q (144523.450000 sec): 3 clusters
  Score: Raw -44982.690040 + Penalty 1929.699267 = -43052.990773
  nChanged 0
		SP:Iteration 14F (144523.450000 sec): 3 clusters
  Score: Raw -44982.690040 + Penalty 1929.699267 = -43052.990773
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 43 (1340 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (144523.530000 sec): 2 clusters
  Score: Raw -150646.855453 + Penalty 1170.069045 = -149476.786408
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (144523.560000 sec): 3 clusters
  Score: Raw -150178.588442 + Penalty 2340.138090 = -147838.450352
  nChanged 425
		SP:Iteration 1F (144523.590000 sec): 3 clusters
  Score: Raw -150593.862175 + Penalty 2340.138090 = -148253.724085
  nChanged 143
		SP:Iteration 2F (144523.620000 sec): 3 clusters
  Score: Raw -150866.925876 + Penalty 2340.138090 = -148526.787785
  nChanged 116
		SP:Iteration 3F (144523.650000 sec): 3 clusters
  Score: Raw -151049.136769 + Penalty 2340.138090 = -148708.998679
  nChanged 70
		SP:Iteration 4F (144523.680000 sec): 3 clusters
  Score: Raw -151142.135334 + Penalty 2340.138090 = -148801.997244
  nChanged 50
		SP:Iteration 5Q (144523.710000 sec): 3 clusters
  Score: Raw -151238.779840 + Penalty 2340.138090 = -148898.641750
  nChanged 49
		SP:Iteration 6Q (144523.740000 sec): 3 clusters
  Score: Raw -151300.572006 + Penalty 2340.138090 = -148960.433916
  nChanged 39
		SP:Iteration 7Q (144523.770000 sec): 3 clusters
  Score: Raw -151354.396240 + Penalty 2340.138090 = -149014.258150
  nChanged 20
		SP:Iteration 8Q (144523.810000 sec): 3 clusters
  Score: Raw -151386.499890 + Penalty 2340.138090 = -149046.361800
  nChanged 15
		SP:Iteration 9Q (144523.840000 sec): 3 clusters
  Score: Raw -151399.346280 + Penalty 2340.138090 = -149059.208190
  nChanged 8
		SP:Iteration 10Q (144523.870000 sec): 3 clusters
  Score: Raw -151407.126638 + Penalty 2340.138090 = -149066.988548
  nChanged 6
		SP:Iteration 11Q (144523.900000 sec): 3 clusters
  Score: Raw -151413.227423 + Penalty 2340.138090 = -149073.089333
  nChanged 7
		SP:Iteration 12Q (144523.930000 sec): 3 clusters
  Score: Raw -151420.221795 + Penalty 2340.138090 = -149080.083705
  nChanged 4
		SP:Iteration 13Q (144523.960000 sec): 3 clusters
  Score: Raw -151435.111051 + Penalty 2340.138090 = -149094.972961
  nChanged 9
		SP:Iteration 14Q (144523.990000 sec): 3 clusters
  Score: Raw -151453.321199 + Penalty 2340.138090 = -149113.183109
  nChanged 7
		SP:Iteration 15Q (144524.020000 sec): 3 clusters
  Score: Raw -151461.355600 + Penalty 2340.138090 = -149121.217510
  nChanged 5
		SP:Iteration 16Q (144524.050000 sec): 3 clusters
  Score: Raw -151464.713973 + Penalty 2340.138090 = -149124.575883
  nChanged 4
		SP:Iteration 17Q (144524.080000 sec): 3 clusters
  Score: Raw -151466.464586 + Penalty 2340.138090 = -149126.326496
  nChanged 1
		SP:Iteration 18Q (144524.110000 sec): 3 clusters
  Score: Raw -151467.140538 + Penalty 2340.138090 = -149127.002448
  nChanged 0
		SP:Iteration 19F (144524.150000 sec): 3 clusters
  Score: Raw -151467.140538 + Penalty 2340.138090 = -149127.002448
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 44 (3034 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (144524.220000 sec): 2 clusters
  Score: Raw -369107.162943 + Penalty 1302.866038 = -367804.296905
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (144524.290000 sec): 3 clusters
  Score: Raw -367651.698704 + Penalty 2605.732077 = -365045.966627
  nChanged 1179
		SP:Iteration 1F (144524.350000 sec): 3 clusters
  Score: Raw -368327.068346 + Penalty 2605.732077 = -365721.336269
  nChanged 232
		SP:Iteration 2F (144524.410000 sec): 3 clusters
  Score: Raw -368496.126243 + Penalty 2605.732077 = -365890.394166
  nChanged 171
		SP:Iteration 3F (144524.470000 sec): 3 clusters
  Score: Raw -368612.608340 + Penalty 2605.732077 = -366006.876263
  nChanged 155
		SP:Iteration 4F (144524.530000 sec): 3 clusters
  Score: Raw -368721.517239 + Penalty 2605.732077 = -366115.785162
  nChanged 128
		SP:Iteration 5Q (144524.580000 sec): 3 clusters
  Score: Raw -368816.128806 + Penalty 2605.732077 = -366210.396729
  nChanged 124
		SP:Iteration 6Q (144524.640000 sec): 3 clusters
  Score: Raw -368896.799822 + Penalty 2605.732077 = -366291.067745
  nChanged 97
		SP:Iteration 7Q (144524.700000 sec): 3 clusters
  Score: Raw -368947.353493 + Penalty 2605.732077 = -366341.621416
  nChanged 87
		SP:Iteration 8Q (144524.750000 sec): 3 clusters
  Score: Raw -368989.809949 + Penalty 2605.732077 = -366384.077872
  nChanged 57
		SP:Iteration 9Q (144524.810000 sec): 3 clusters
  Score: Raw -369023.293594 + Penalty 2605.732077 = -366417.561517
  nChanged 52
		SP:Iteration 10Q (144524.870000 sec): 3 clusters
  Score: Raw -369046.016342 + Penalty 2605.732077 = -366440.284265
  nChanged 44
		SP:Iteration 11Q (144524.920000 sec): 3 clusters
  Score: Raw -369065.351606 + Penalty 2605.732077 = -366459.619529
  nChanged 42
		SP:Iteration 12Q (144524.980000 sec): 3 clusters
  Score: Raw -369086.935380 + Penalty 2605.732077 = -366481.203303
  nChanged 38
		SP:Iteration 13Q (144525.040000 sec): 3 clusters
  Score: Raw -369106.792260 + Penalty 2605.732077 = -366501.060183
  nChanged 34
		SP:Iteration 14Q (144525.090000 sec): 3 clusters
  Score: Raw -369121.439296 + Penalty 2605.732077 = -366515.707219
  nChanged 24
		SP:Iteration 15Q (144525.150000 sec): 3 clusters
  Score: Raw -369131.710294 + Penalty 2605.732077 = -366525.978217
  nChanged 17
		SP:Iteration 16Q (144525.210000 sec): 3 clusters
  Score: Raw -369137.953811 + Penalty 2605.732077 = -366532.221734
  nChanged 14
		SP:Iteration 17Q (144525.270000 sec): 3 clusters
  Score: Raw -369141.923281 + Penalty 2605.732077 = -366536.191204
  nChanged 11
		SP:Iteration 18Q (144525.330000 sec): 3 clusters
  Score: Raw -369145.512577 + Penalty 2605.732077 = -366539.780500
  nChanged 14
		SP:Iteration 19Q (144525.380000 sec): 3 clusters
  Score: Raw -369149.423382 + Penalty 2605.732077 = -366543.691305
  nChanged 12
		SP:Iteration 20F (144525.440000 sec): 3 clusters
  Score: Raw -369153.634335 + Penalty 2605.732077 = -366547.902258
  nChanged 13
		SP:Iteration 21Q (144525.500000 sec): 3 clusters
  Score: Raw -369157.951526 + Penalty 2605.732077 = -366552.219449
  nChanged 10
		SP:Iteration 22Q (144525.550000 sec): 3 clusters
  Score: Raw -369163.000162 + Penalty 2605.732077 = -366557.268085
  nChanged 15
		SP:Iteration 23Q (144525.610000 sec): 3 clusters
  Score: Raw -369168.894419 + Penalty 2605.732077 = -366563.162342
  nChanged 9
		SP:Iteration 24Q (144525.830000 sec): 3 clusters
  Score: Raw -369172.452810 + Penalty 2605.732077 = -366566.720734
  nChanged 9
		SP:Iteration 25Q (144525.980000 sec): 3 clusters
  Score: Raw -369176.922384 + Penalty 2605.732077 = -366571.190307
  nChanged 8
		SP:Iteration 26Q (144526.130000 sec): 3 clusters
  Score: Raw -369180.460909 + Penalty 2605.732077 = -366574.728832
  nChanged 11
		SP:Iteration 27Q (144526.290000 sec): 3 clusters
  Score: Raw -369185.662269 + Penalty 2605.732077 = -366579.930192
  nChanged 9
		SP:Iteration 28Q (144526.470000 sec): 3 clusters
  Score: Raw -369188.542284 + Penalty 2605.732077 = -366582.810207
  nChanged 10
		SP:Iteration 29Q (144526.640000 sec): 3 clusters
  Score: Raw -369193.260486 + Penalty 2605.732077 = -366587.528409
  nChanged 13
		SP:Iteration 30Q (144526.790000 sec): 3 clusters
  Score: Raw -369200.456047 + Penalty 2605.732077 = -366594.723970
  nChanged 18
		SP:Iteration 31Q (144526.840000 sec): 3 clusters
  Score: Raw -369210.908249 + Penalty 2605.732077 = -366605.176172
  nChanged 18
		SP:Iteration 32Q (144526.900000 sec): 3 clusters
  Score: Raw -369217.981699 + Penalty 2605.732077 = -366612.249622
  nChanged 14
		SP:Iteration 33Q (144526.950000 sec): 3 clusters
  Score: Raw -369224.208083 + Penalty 2605.732077 = -366618.476006
  nChanged 17
		SP:Iteration 34Q (144527.010000 sec): 3 clusters
  Score: Raw -369230.900973 + Penalty 2605.732077 = -366625.168896
  nChanged 12
		SP:Iteration 35Q (144527.070000 sec): 3 clusters
  Score: Raw -369235.535084 + Penalty 2605.732077 = -366629.803007
  nChanged 5
		SP:Iteration 36Q (144527.130000 sec): 3 clusters
  Score: Raw -369236.634406 + Penalty 2605.732077 = -366630.902329
  nChanged 3
		SP:Iteration 37Q (144527.190000 sec): 3 clusters
  Score: Raw -369238.075707 + Penalty 2605.732077 = -366632.343630
  nChanged 2
		SP:Iteration 38Q (144527.240000 sec): 3 clusters
  Score: Raw -369238.999730 + Penalty 2605.732077 = -366633.267653
  nChanged 2
		SP:Iteration 39Q (144527.300000 sec): 3 clusters
  Score: Raw -369239.846493 + Penalty 2605.732077 = -366634.114416
  nChanged 2
		SP:Iteration 40F (144527.360000 sec): 3 clusters
  Score: Raw -369240.316639 + Penalty 2605.732077 = -366634.584562
  nChanged 2
		SP:Iteration 41Q (144527.410000 sec): 3 clusters
  Score: Raw -369240.522690 + Penalty 2605.732077 = -366634.790613
  nChanged 1
		SP:Iteration 42Q (144527.470000 sec): 3 clusters
  Score: Raw -369240.648077 + Penalty 2605.732077 = -366634.916000
  nChanged 2
		SP:Iteration 43Q (144527.530000 sec): 3 clusters
  Score: Raw -369241.248748 + Penalty 2605.732077 = -366635.516671
  nChanged 2
		SP:Iteration 44Q (144527.590000 sec): 3 clusters
  Score: Raw -369241.619871 + Penalty 2605.732077 = -366635.887794
  nChanged 2
		SP:Iteration 45Q (144527.640000 sec): 3 clusters
  Score: Raw -369242.242502 + Penalty 2605.732077 = -366636.510425
  nChanged 0
		SP:Iteration 46F (144527.700000 sec): 3 clusters
  Score: Raw -369242.242502 + Penalty 2605.732077 = -366636.510425
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 45 (1636 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (144527.760000 sec): 2 clusters
  Score: Raw -182521.932202 + Penalty 1202.501547 = -181319.430656
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (144527.800000 sec): 3 clusters
  Score: Raw -181816.426607 + Penalty 2405.003093 = -179411.423514
  nChanged 586
		SP:Iteration 1F (144527.830000 sec): 3 clusters
  Score: Raw -182247.409351 + Penalty 2405.003093 = -179842.406258
  nChanged 163
		SP:Iteration 2F (144527.870000 sec): 3 clusters
  Score: Raw -182401.846336 + Penalty 2405.003093 = -179996.843243
  nChanged 118
		SP:Iteration 3F (144527.900000 sec): 3 clusters
  Score: Raw -182547.816006 + Penalty 2405.003093 = -180142.812912
  nChanged 103
		SP:Iteration 4F (144527.930000 sec): 3 clusters
  Score: Raw -182648.322301 + Penalty 2405.003093 = -180243.319208
  nChanged 64
		SP:Iteration 5Q (144527.960000 sec): 3 clusters
  Score: Raw -182722.559094 + Penalty 2405.003093 = -180317.556001
  nChanged 57
		SP:Iteration 6Q (144527.990000 sec): 3 clusters
  Score: Raw -182787.726162 + Penalty 2405.003093 = -180382.723069
  nChanged 39
		SP:Iteration 7Q (144528.030000 sec): 3 clusters
  Score: Raw -182819.308325 + Penalty 2405.003093 = -180414.305232
  nChanged 33
		SP:Iteration 8Q (144528.060000 sec): 3 clusters
  Score: Raw -182841.533227 + Penalty 2405.003093 = -180436.530134
  nChanged 18
		SP:Iteration 9Q (144528.090000 sec): 3 clusters
  Score: Raw -182854.368655 + Penalty 2405.003093 = -180449.365562
  nChanged 15
		SP:Iteration 10Q (144528.120000 sec): 3 clusters
  Score: Raw -182865.577059 + Penalty 2405.003093 = -180460.573966
  nChanged 11
		SP:Iteration 11Q (144528.150000 sec): 3 clusters
  Score: Raw -182871.579740 + Penalty 2405.003093 = -180466.576647
  nChanged 4
		SP:Iteration 12Q (144528.190000 sec): 3 clusters
  Score: Raw -182874.247588 + Penalty 2405.003093 = -180469.244495
  nChanged 7
		SP:Iteration 13Q (144528.220000 sec): 3 clusters
  Score: Raw -182877.857780 + Penalty 2405.003093 = -180472.854687
  nChanged 4
		SP:Iteration 14Q (144528.250000 sec): 3 clusters
  Score: Raw -182880.067547 + Penalty 2405.003093 = -180475.064454
  nChanged 2
		SP:Iteration 15Q (144528.280000 sec): 3 clusters
  Score: Raw -182881.065822 + Penalty 2405.003093 = -180476.062729
  nChanged 2
		SP:Iteration 16Q (144528.310000 sec): 3 clusters
  Score: Raw -182881.681864 + Penalty 2405.003093 = -180476.678770
  nChanged 3
		SP:Iteration 17Q (144528.350000 sec): 3 clusters
  Score: Raw -182883.640141 + Penalty 2405.003093 = -180478.637048
  nChanged 2
		SP:Iteration 18Q (144528.380000 sec): 3 clusters
  Score: Raw -182884.741346 + Penalty 2405.003093 = -180479.738252
  nChanged 3
		SP:Iteration 19Q (144528.410000 sec): 3 clusters
  Score: Raw -182886.514037 + Penalty 2405.003093 = -180481.510944
  nChanged 3
		SP:Iteration 20F (144528.440000 sec): 3 clusters
  Score: Raw -182888.007271 + Penalty 2405.003093 = -180483.004178
  nChanged 3
		SP:Iteration 21Q (144528.470000 sec): 3 clusters
  Score: Raw -182889.135814 + Penalty 2405.003093 = -180484.132721
  nChanged 2
		SP:Iteration 22Q (144528.510000 sec): 3 clusters
  Score: Raw -182889.651485 + Penalty 2405.003093 = -180484.648392
  nChanged 0
		SP:Iteration 23F (144528.540000 sec): 3 clusters
  Score: Raw -182889.651485 + Penalty 2405.003093 = -180484.648392
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 46 (22101 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (144528.750000 sec): 2 clusters
  Score: Raw -2563363.665821 + Penalty 1625.548947 = -2561738.116874
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (144529.090000 sec): 3 clusters
  Score: Raw -2550013.946627 + Penalty 3251.097894 = -2546762.848733
  nChanged 10157
		SP:Iteration 1F (144529.340000 sec): 3 clusters
  Score: Raw -2555812.266366 + Penalty 3251.097894 = -2552561.168472
  nChanged 1386
		SP:Iteration 2F (144529.580000 sec): 3 clusters
  Score: Raw -2556634.052888 + Penalty 3251.097894 = -2553382.954994
  nChanged 1369
		SP:Iteration 3F (144529.880000 sec): 3 clusters
  Score: Raw -2557523.262516 + Penalty 3251.097894 = -2554272.164622
  nChanged 1399
		SP:Iteration 4F (144530.220000 sec): 3 clusters
  Score: Raw -2558422.238372 + Penalty 3251.097894 = -2555171.140478
  nChanged 1321
		SP:Iteration 5F (144530.510000 sec): 3 clusters
  Score: Raw -2559278.107046 + Penalty 3251.097894 = -2556027.009152
  nChanged 1284
		SP:Iteration 6F (144530.890000 sec): 3 clusters
  Score: Raw -2560095.359526 + Penalty 3251.097894 = -2556844.261632
  nChanged 1204
		SP:Iteration 7F (144531.230000 sec): 3 clusters
  Score: Raw -2560813.582231 + Penalty 3251.097894 = -2557562.484337
  nChanged 1035
		SP:Iteration 8Q (144531.570000 sec): 3 clusters
  Score: Raw -2561384.587681 + Penalty 3251.097894 = -2558133.489787
  nChanged 881
		SP:Iteration 9Q (144531.910000 sec): 3 clusters
  Score: Raw -2561886.857974 + Penalty 3251.097894 = -2558635.760080
  nChanged 789
		SP:Iteration 10Q (144532.140000 sec): 3 clusters
  Score: Raw -2562330.550998 + Penalty 3251.097894 = -2559079.453104
  nChanged 717
		SP:Iteration 11Q (144532.450000 sec): 3 clusters
  Score: Raw -2562760.651343 + Penalty 3251.097894 = -2559509.553449
  nChanged 656
		SP:Iteration 12Q (144532.790000 sec): 3 clusters
  Score: Raw -2563129.106483 + Penalty 3251.097894 = -2559878.008589
  nChanged 543
		SP:Iteration 13Q (144533.120000 sec): 3 clusters
  Score: Raw -2563437.114957 + Penalty 3251.097894 = -2560186.017063
  nChanged 481
		SP:Iteration 14Q (144533.450000 sec): 3 clusters
  Score: Raw -2563700.369887 + Penalty 3251.097894 = -2560449.271993
  nChanged 448
		SP:Iteration 15Q (144533.810000 sec): 3 clusters
  Score: Raw -2563916.975975 + Penalty 3251.097894 = -2560665.878081
  nChanged 378
		SP:Iteration 16Q (144534.140000 sec): 3 clusters
  Score: Raw -2564053.931745 + Penalty 3251.097894 = -2560802.833851
  nChanged 295
		SP:Iteration 17Q (144534.480000 sec): 3 clusters
  Score: Raw -2564146.534488 + Penalty 3251.097894 = -2560895.436594
  nChanged 250
		SP:Iteration 18Q (144534.820000 sec): 3 clusters
  Score: Raw -2564206.036014 + Penalty 3251.097894 = -2560954.938120
  nChanged 170
		SP:Iteration 19Q (144535.160000 sec): 3 clusters
  Score: Raw -2564241.163724 + Penalty 3251.097894 = -2560990.065830
  nChanged 133
		SP:Iteration 20F (144535.500000 sec): 3 clusters
  Score: Raw -2564265.170019 + Penalty 3251.097894 = -2561014.072125
  nChanged 119
		SP:Iteration 21Q (144535.840000 sec): 3 clusters
  Score: Raw -2564283.148869 + Penalty 3251.097894 = -2561032.050975
  nChanged 97
		SP:Iteration 22Q (144536.180000 sec): 3 clusters
  Score: Raw -2564296.287811 + Penalty 3251.097894 = -2561045.189917
  nChanged 96
		SP:Iteration 23Q (144536.520000 sec): 3 clusters
  Score: Raw -2564309.345823 + Penalty 3251.097894 = -2561058.247929
  nChanged 79
		SP:Iteration 24Q (144536.860000 sec): 3 clusters
  Score: Raw -2564319.847284 + Penalty 3251.097894 = -2561068.749390
  nChanged 87
		SP:Iteration 25Q (144537.200000 sec): 3 clusters
  Score: Raw -2564332.303440 + Penalty 3251.097894 = -2561081.205546
  nChanged 79
		SP:Iteration 26Q (144537.530000 sec): 3 clusters
  Score: Raw -2564343.685616 + Penalty 3251.097894 = -2561092.587722
  nChanged 70
		SP:Iteration 27Q (144537.870000 sec): 3 clusters
  Score: Raw -2564353.548523 + Penalty 3251.097894 = -2561102.450629
  nChanged 63
		SP:Iteration 28Q (144538.210000 sec): 3 clusters
  Score: Raw -2564361.946112 + Penalty 3251.097894 = -2561110.848218
  nChanged 61
		SP:Iteration 29Q (144538.550000 sec): 3 clusters
  Score: Raw -2564369.375365 + Penalty 3251.097894 = -2561118.277471
  nChanged 53
		SP:Iteration 30Q (144538.890000 sec): 3 clusters
  Score: Raw -2564375.409798 + Penalty 3251.097894 = -2561124.311904
  nChanged 53
		SP:Iteration 31Q (144539.230000 sec): 3 clusters
  Score: Raw -2564382.187115 + Penalty 3251.097894 = -2561131.089221
  nChanged 59
		SP:Iteration 32Q (144539.550000 sec): 3 clusters
  Score: Raw -2564389.986822 + Penalty 3251.097894 = -2561138.888928
  nChanged 46
		SP:Iteration 33Q (144539.870000 sec): 3 clusters
  Score: Raw -2564395.474510 + Penalty 3251.097894 = -2561144.376616
  nChanged 45
		SP:Iteration 34Q (144540.120000 sec): 3 clusters
  Score: Raw -2564400.068401 + Penalty 3251.097894 = -2561148.970507
  nChanged 39
		SP:Iteration 35Q (144540.470000 sec): 3 clusters
  Score: Raw -2564404.189322 + Penalty 3251.097894 = -2561153.091428
  nChanged 35
		SP:Iteration 36Q (144540.800000 sec): 3 clusters
  Score: Raw -2564408.055930 + Penalty 3251.097894 = -2561156.958036
  nChanged 31
		SP:Iteration 37Q (144541.170000 sec): 3 clusters
  Score: Raw -2564411.470993 + Penalty 3251.097894 = -2561160.373099
  nChanged 38
		SP:Iteration 38Q (144541.450000 sec): 3 clusters
  Score: Raw -2564414.473998 + Penalty 3251.097894 = -2561163.376104
  nChanged 29
		SP:Iteration 39Q (144541.770000 sec): 3 clusters
  Score: Raw -2564417.475524 + Penalty 3251.097894 = -2561166.377630
  nChanged 21
		SP:Iteration 40F (144542.160000 sec): 3 clusters
  Score: Raw -2564419.609657 + Penalty 3251.097894 = -2561168.511763
  nChanged 32
		SP:Iteration 41Q (144542.480000 sec): 3 clusters
  Score: Raw -2564422.571863 + Penalty 3251.097894 = -2561171.473969
  nChanged 30
		SP:Iteration 42Q (144542.800000 sec): 3 clusters
  Score: Raw -2564425.094654 + Penalty 3251.097894 = -2561173.996760
  nChanged 32
		SP:Iteration 43Q (144543.130000 sec): 3 clusters
  Score: Raw -2564428.388195 + Penalty 3251.097894 = -2561177.290301
  nChanged 28
		SP:Iteration 44Q (144543.470000 sec): 3 clusters
  Score: Raw -2564431.306381 + Penalty 3251.097894 = -2561180.208487
  nChanged 28
		SP:Iteration 45Q (144543.790000 sec): 3 clusters
  Score: Raw -2564433.959387 + Penalty 3251.097894 = -2561182.861493
  nChanged 27
		SP:Iteration 46Q (144544.050000 sec): 3 clusters
  Score: Raw -2564436.691322 + Penalty 3251.097894 = -2561185.593428
  nChanged 23
		SP:Iteration 47Q (144544.410000 sec): 3 clusters
  Score: Raw -2564438.936685 + Penalty 3251.097894 = -2561187.838791
  nChanged 28
		SP:Iteration 48Q (144544.740000 sec): 3 clusters
  Score: Raw -2564442.083173 + Penalty 3251.097894 = -2561190.985279
  nChanged 24
		SP:Iteration 49Q (144545.010000 sec): 3 clusters
  Score: Raw -2564444.643433 + Penalty 3251.097894 = -2561193.545539
  nChanged 24
		SP:Iteration 50Q (144545.330000 sec): 3 clusters
  Score: Raw -2564446.564766 + Penalty 3251.097894 = -2561195.466872
  nChanged 15
		SP:Iteration 51Q (144545.670000 sec): 3 clusters
  Score: Raw -2564447.757626 + Penalty 3251.097894 = -2561196.659732
  nChanged 15
		SP:Iteration 52Q (144546.010000 sec): 3 clusters
  Score: Raw -2564448.904743 + Penalty 3251.097894 = -2561197.806849
  nChanged 15
		SP:Iteration 53Q (144546.270000 sec): 3 clusters
  Score: Raw -2564449.822146 + Penalty 3251.097894 = -2561198.724252
  nChanged 13
		SP:Iteration 54Q (144546.630000 sec): 3 clusters
  Score: Raw -2564450.646576 + Penalty 3251.097894 = -2561199.548682
  nChanged 14
		SP:Iteration 55Q (144546.950000 sec): 3 clusters
  Score: Raw -2564451.878107 + Penalty 3251.097894 = -2561200.780213
  nChanged 16
		SP:Iteration 56Q (144547.280000 sec): 3 clusters
  Score: Raw -2564453.736553 + Penalty 3251.097894 = -2561202.638659
  nChanged 16
		SP:Iteration 57Q (144547.610000 sec): 3 clusters
  Score: Raw -2564454.812288 + Penalty 3251.097894 = -2561203.714394
  nChanged 15
		SP:Iteration 58Q (144547.940000 sec): 3 clusters
  Score: Raw -2564456.056633 + Penalty 3251.097894 = -2561204.958740
  nChanged 21
		SP:Iteration 59Q (144548.270000 sec): 3 clusters
  Score: Raw -2564458.094040 + Penalty 3251.097894 = -2561206.996146
  nChanged 25
		SP:Iteration 60F (144548.520000 sec): 3 clusters
  Score: Raw -2564460.072462 + Penalty 3251.097894 = -2561208.974568
  nChanged 21
		SP:Iteration 61Q (144548.830000 sec): 3 clusters
  Score: Raw -2564461.871780 + Penalty 3251.097894 = -2561210.773886
  nChanged 27
		SP:Iteration 62Q (144549.150000 sec): 3 clusters
  Score: Raw -2564464.804376 + Penalty 3251.097894 = -2561213.706482
  nChanged 25
		SP:Iteration 63Q (144549.530000 sec): 3 clusters
  Score: Raw -2564466.967911 + Penalty 3251.097894 = -2561215.870017
  nChanged 28
		SP:Iteration 64Q (144549.840000 sec): 3 clusters
  Score: Raw -2564470.065717 + Penalty 3251.097894 = -2561218.967823
  nChanged 34
		SP:Iteration 65Q (144550.110000 sec): 3 clusters
  Score: Raw -2564473.633361 + Penalty 3251.097894 = -2561222.535467
  nChanged 31
		SP:Iteration 66Q (144550.510000 sec): 3 clusters
  Score: Raw -2564476.679377 + Penalty 3251.097894 = -2561225.581483
  nChanged 28
		SP:Iteration 67Q (144550.850000 sec): 3 clusters
  Score: Raw -2564479.268118 + Penalty 3251.097894 = -2561228.170224
  nChanged 32
		SP:Iteration 68Q (144551.180000 sec): 3 clusters
  Score: Raw -2564482.442462 + Penalty 3251.097894 = -2561231.344568
  nChanged 33
		SP:Iteration 69Q (144551.400000 sec): 3 clusters
  Score: Raw -2564486.053605 + Penalty 3251.097894 = -2561234.955711
  nChanged 35
		SP:Iteration 70Q (144551.730000 sec): 3 clusters
  Score: Raw -2564490.337916 + Penalty 3251.097894 = -2561239.240022
  nChanged 33
		SP:Iteration 71Q (144552.070000 sec): 3 clusters
  Score: Raw -2564494.159353 + Penalty 3251.097894 = -2561243.061459
  nChanged 34
		SP:Iteration 72Q (144552.310000 sec): 3 clusters
  Score: Raw -2564498.410778 + Penalty 3251.097894 = -2561247.312884
  nChanged 30
		SP:Iteration 73Q (144552.620000 sec): 3 clusters
  Score: Raw -2564501.320237 + Penalty 3251.097894 = -2561250.222343
  nChanged 22
		SP:Iteration 74Q (144552.900000 sec): 3 clusters
  Score: Raw -2564503.469596 + Penalty 3251.097894 = -2561252.371702
  nChanged 23
		SP:Iteration 75Q (144553.130000 sec): 3 clusters
  Score: Raw -2564505.402464 + Penalty 3251.097894 = -2561254.304570
  nChanged 22
		SP:Iteration 76Q (144553.410000 sec): 3 clusters
  Score: Raw -2564507.829934 + Penalty 3251.097894 = -2561256.732040
  nChanged 22
		SP:Iteration 77Q (144553.750000 sec): 3 clusters
  Score: Raw -2564509.644533 + Penalty 3251.097894 = -2561258.546639
  nChanged 20
		SP:Iteration 78Q (144554.050000 sec): 3 clusters
  Score: Raw -2564510.981615 + Penalty 3251.097894 = -2561259.883721
  nChanged 13
		SP:Iteration 79Q (144554.390000 sec): 3 clusters
  Score: Raw -2564512.017095 + Penalty 3251.097894 = -2561260.919201
  nChanged 16
		SP:Iteration 80F (144554.680000 sec): 3 clusters
  Score: Raw -2564513.167896 + Penalty 3251.097894 = -2561262.070002
  nChanged 15
		SP:Iteration 81Q (144555.020000 sec): 3 clusters
  Score: Raw -2564514.326148 + Penalty 3251.097894 = -2561263.228254
  nChanged 11
		SP:Iteration 82Q (144555.360000 sec): 3 clusters
  Score: Raw -2564515.401386 + Penalty 3251.097894 = -2561264.303492
  nChanged 7
		SP:Iteration 83Q (144555.700000 sec): 3 clusters
  Score: Raw -2564515.907590 + Penalty 3251.097894 = -2561264.809696
  nChanged 10
		SP:Iteration 84Q (144556.030000 sec): 3 clusters
  Score: Raw -2564516.703297 + Penalty 3251.097894 = -2561265.605403
  nChanged 12
		SP:Iteration 85Q (144556.370000 sec): 3 clusters
  Score: Raw -2564517.492654 + Penalty 3251.097894 = -2561266.394760
  nChanged 8
		SP:Iteration 86Q (144556.710000 sec): 3 clusters
  Score: Raw -2564518.212650 + Penalty 3251.097894 = -2561267.114756
  nChanged 9
		SP:Iteration 87Q (144557.040000 sec): 3 clusters
  Score: Raw -2564518.982301 + Penalty 3251.097894 = -2561267.884407
  nChanged 9
		SP:Iteration 88Q (144557.340000 sec): 3 clusters
  Score: Raw -2564519.949155 + Penalty 3251.097894 = -2561268.851261
  nChanged 11
		SP:Iteration 89Q (144557.680000 sec): 3 clusters
  Score: Raw -2564521.168367 + Penalty 3251.097894 = -2561270.070473
  nChanged 16
		SP:Iteration 90Q (144558.020000 sec): 3 clusters
  Score: Raw -2564522.662828 + Penalty 3251.097894 = -2561271.564934
  nChanged 17
		SP:Iteration 91Q (144558.360000 sec): 3 clusters
  Score: Raw -2564523.906478 + Penalty 3251.097894 = -2561272.808584
  nChanged 17
		SP:Iteration 92Q (144558.690000 sec): 3 clusters
  Score: Raw -2564525.213107 + Penalty 3251.097894 = -2561274.115213
  nChanged 12
		SP:Iteration 93Q (144558.990000 sec): 3 clusters
  Score: Raw -2564526.162674 + Penalty 3251.097894 = -2561275.064780
  nChanged 8
		SP:Iteration 94Q (144559.330000 sec): 3 clusters
  Score: Raw -2564526.872026 + Penalty 3251.097894 = -2561275.774132
  nChanged 6
		SP:Iteration 95Q (144559.610000 sec): 3 clusters
  Score: Raw -2564527.322958 + Penalty 3251.097894 = -2561276.225064
  nChanged 8
		SP:Iteration 96Q (144559.980000 sec): 3 clusters
  Score: Raw -2564527.920832 + Penalty 3251.097894 = -2561276.822938
  nChanged 7
		SP:Iteration 97Q (144560.250000 sec): 3 clusters
  Score: Raw -2564528.483395 + Penalty 3251.097894 = -2561277.385501
  nChanged 4
		SP:Iteration 98Q (144560.610000 sec): 3 clusters
  Score: Raw -2564528.649531 + Penalty 3251.097894 = -2561277.551637
  nChanged 3
		SP:Iteration 99Q (144560.960000 sec): 3 clusters
  Score: Raw -2564528.865696 + Penalty 3251.097894 = -2561277.767802
  nChanged 1
		SP:Iteration 100F (144561.200000 sec): 3 clusters
  Score: Raw -2564528.890759 + Penalty 3251.097894 = -2561277.792865
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 47 (1155 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (144561.290000 sec): 2 clusters
  Score: Raw -150769.479897 + Penalty 1145.926539 = -149623.553358
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (144561.460000 sec): 3 clusters
  Score: Raw -150366.259755 + Penalty 2291.853077 = -148074.406678
  nChanged 371
		SP:Iteration 1F (144561.640000 sec): 3 clusters
  Score: Raw -150714.691650 + Penalty 2291.853077 = -148422.838573
  nChanged 104
		SP:Iteration 2F (144561.820000 sec): 3 clusters
  Score: Raw -150833.742839 + Penalty 2291.853077 = -148541.889762
  nChanged 68
		SP:Iteration 3F (144561.990000 sec): 3 clusters
  Score: Raw -150920.229135 + Penalty 2291.853077 = -148628.376058
  nChanged 50
		SP:Iteration 4Q (144562.170000 sec): 3 clusters
  Score: Raw -150990.883132 + Penalty 2291.853077 = -148699.030055
  nChanged 55
		SP:Iteration 5Q (144562.340000 sec): 3 clusters
  Score: Raw -151057.430842 + Penalty 2291.853077 = -148765.577765
  nChanged 32
		SP:Iteration 6Q (144562.520000 sec): 3 clusters
  Score: Raw -151093.611155 + Penalty 2291.853077 = -148801.758077
  nChanged 24
		SP:Iteration 7Q (144562.700000 sec): 3 clusters
  Score: Raw -151120.591465 + Penalty 2291.853077 = -148828.738388
  nChanged 21
		SP:Iteration 8Q (144562.870000 sec): 3 clusters
  Score: Raw -151138.983608 + Penalty 2291.853077 = -148847.130531
  nChanged 12
		SP:Iteration 9Q (144563.050000 sec): 3 clusters
  Score: Raw -151154.005318 + Penalty 2291.853077 = -148862.152241
  nChanged 10
		SP:Iteration 10Q (144563.220000 sec): 3 clusters
  Score: Raw -151165.814039 + Penalty 2291.853077 = -148873.960962
  nChanged 9
		SP:Iteration 11Q (144563.400000 sec): 3 clusters
  Score: Raw -151173.783766 + Penalty 2291.853077 = -148881.930688
  nChanged 9
		SP:Iteration 12Q (144563.580000 sec): 3 clusters
  Score: Raw -151185.013931 + Penalty 2291.853077 = -148893.160854
  nChanged 10
		SP:Iteration 13Q (144563.750000 sec): 3 clusters
  Score: Raw -151193.892059 + Penalty 2291.853077 = -148902.038981
  nChanged 4
		SP:Iteration 14Q (144563.930000 sec): 3 clusters
  Score: Raw -151195.763693 + Penalty 2291.853077 = -148903.910615
  nChanged 1
		SP:Iteration 15Q (144564.100000 sec): 3 clusters
  Score: Raw -151196.362629 + Penalty 2291.853077 = -148904.509552
  nChanged 0
		SP:Iteration 16F (144564.280000 sec): 3 clusters
  Score: Raw -151196.362629 + Penalty 2291.853077 = -148904.509552
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 48 (213 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (144564.360000 sec): 2 clusters
  Score: Raw -16054.418222 + Penalty 871.209977 = -15183.208245
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (144564.540000 sec): 3 clusters
  Score: Raw -16222.282668 + Penalty 1742.419954 = -14479.862715
  nChanged 34
		SP:Iteration 1F (144564.720000 sec): 3 clusters
  Score: Raw -16338.547318 + Penalty 1742.419954 = -14596.127364
  nChanged 5
		SP:Iteration 2Q (144564.890000 sec): 3 clusters
  Score: Raw -16380.710717 + Penalty 1742.419954 = -14638.290763
  nChanged 6
		SP:Iteration 3Q (144565.070000 sec): 3 clusters
  Score: Raw -16402.174714 + Penalty 1742.419954 = -14659.754760
  nChanged 5
		SP:Iteration 4Q (144565.240000 sec): 3 clusters
  Score: Raw -16418.139795 + Penalty 1742.419954 = -14675.719841
  nChanged 2
		SP:Iteration 5Q (144565.420000 sec): 3 clusters
  Score: Raw -16422.196702 + Penalty 1742.419954 = -14679.776749
  nChanged 0
		SP:Iteration 6F (144565.510000 sec): 3 clusters
  Score: Raw -16422.196702 + Penalty 1742.419954 = -14679.776749
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 49 (17341 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (144565.680000 sec): 2 clusters
  Score: Raw -2094590.266772 + Penalty 1586.134699 = -2093004.132073
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (144566.000000 sec): 3 clusters
  Score: Raw -2084331.006095 + Penalty 3172.269399 = -2081158.736696
  nChanged 7773
		SP:Iteration 1F (144566.280000 sec): 3 clusters
  Score: Raw -2088488.771269 + Penalty 3172.269399 = -2085316.501870
  nChanged 931
		SP:Iteration 2F (144566.570000 sec): 3 clusters
  Score: Raw -2088837.782967 + Penalty 3172.269399 = -2085665.513568
  nChanged 814
		SP:Iteration 3Q (144566.870000 sec): 3 clusters
  Score: Raw -2089149.670800 + Penalty 3172.269399 = -2085977.401401
  nChanged 729
		SP:Iteration 4Q (144567.170000 sec): 3 clusters
  Score: Raw -2089470.475319 + Penalty 3172.269399 = -2086298.205920
  nChanged 756
		SP:Iteration 5Q (144567.460000 sec): 3 clusters
  Score: Raw -2089818.084362 + Penalty 3172.269399 = -2086645.814963
  nChanged 727
		SP:Iteration 6Q (144567.730000 sec): 3 clusters
  Score: Raw -2090156.682587 + Penalty 3172.269399 = -2086984.413188
  nChanged 748
		SP:Iteration 7Q (144567.950000 sec): 3 clusters
  Score: Raw -2090519.109619 + Penalty 3172.269399 = -2087346.840220
  nChanged 750
		SP:Iteration 8Q (144568.270000 sec): 3 clusters
  Score: Raw -2090921.165812 + Penalty 3172.269399 = -2087748.896413
  nChanged 788
		SP:Iteration 9Q (144568.570000 sec): 3 clusters
  Score: Raw -2091392.328795 + Penalty 3172.269399 = -2088220.059397
  nChanged 767
		SP:Iteration 10Q (144568.860000 sec): 3 clusters
  Score: Raw -2091872.035131 + Penalty 3172.269399 = -2088699.765733
  nChanged 826
		SP:Iteration 11Q (144569.160000 sec): 3 clusters
  Score: Raw -2092414.595831 + Penalty 3172.269399 = -2089242.326432
  nChanged 795
		SP:Iteration 12Q (144569.450000 sec): 3 clusters
  Score: Raw -2093014.552526 + Penalty 3172.269399 = -2089842.283128
  nChanged 766
		SP:Iteration 13Q (144569.750000 sec): 3 clusters
  Score: Raw -2093619.209726 + Penalty 3172.269399 = -2090446.940327
  nChanged 614
		SP:Iteration 14Q (144570.050000 sec): 3 clusters
  Score: Raw -2094158.760085 + Penalty 3172.269399 = -2090986.490686
  nChanged 461
		SP:Iteration 15Q (144570.340000 sec): 3 clusters
  Score: Raw -2094570.828963 + Penalty 3172.269399 = -2091398.559564
  nChanged 336
		SP:Iteration 16Q (144570.640000 sec): 3 clusters
  Score: Raw -2094838.613334 + Penalty 3172.269399 = -2091666.343936
  nChanged 251
		SP:Iteration 17Q (144570.930000 sec): 3 clusters
  Score: Raw -2095005.024999 + Penalty 3172.269399 = -2091832.755600
  nChanged 191
		SP:Iteration 18Q (144571.190000 sec): 3 clusters
  Score: Raw -2095126.405652 + Penalty 3172.269399 = -2091954.136253
  nChanged 151
		SP:Iteration 19Q (144571.480000 sec): 3 clusters
  Score: Raw -2095223.083560 + Penalty 3172.269399 = -2092050.814162
  nChanged 140
		SP:Iteration 20F (144571.780000 sec): 3 clusters
  Score: Raw -2095309.488476 + Penalty 3172.269399 = -2092137.219077
  nChanged 107
		SP:Iteration 21Q (144572.070000 sec): 3 clusters
  Score: Raw -2095364.448701 + Penalty 3172.269399 = -2092192.179302
  nChanged 96
		SP:Iteration 22Q (144572.370000 sec): 3 clusters
  Score: Raw -2095411.253017 + Penalty 3172.269399 = -2092238.983619
  nChanged 96
		SP:Iteration 23Q (144572.670000 sec): 3 clusters
  Score: Raw -2095468.655022 + Penalty 3172.269399 = -2092296.385623
  nChanged 98
		SP:Iteration 24Q (144572.970000 sec): 3 clusters
  Score: Raw -2095530.035385 + Penalty 3172.269399 = -2092357.765986
  nChanged 82
		SP:Iteration 25Q (144573.220000 sec): 3 clusters
  Score: Raw -2095582.420522 + Penalty 3172.269399 = -2092410.151124
  nChanged 77
		SP:Iteration 26Q (144573.470000 sec): 3 clusters
  Score: Raw -2095630.845953 + Penalty 3172.269399 = -2092458.576555
  nChanged 71
		SP:Iteration 27Q (144573.680000 sec): 3 clusters
  Score: Raw -2095675.822159 + Penalty 3172.269399 = -2092503.552761
  nChanged 63
		SP:Iteration 28Q (144573.940000 sec): 3 clusters
  Score: Raw -2095715.616751 + Penalty 3172.269399 = -2092543.347352
  nChanged 56
		SP:Iteration 29Q (144574.190000 sec): 3 clusters
  Score: Raw -2095744.274267 + Penalty 3172.269399 = -2092572.004869
  nChanged 46
		SP:Iteration 30Q (144574.440000 sec): 3 clusters
  Score: Raw -2095764.614237 + Penalty 3172.269399 = -2092592.344838
  nChanged 34
		SP:Iteration 31Q (144574.680000 sec): 3 clusters
  Score: Raw -2095779.781357 + Penalty 3172.269399 = -2092607.511958
  nChanged 31
		SP:Iteration 32Q (144574.950000 sec): 3 clusters
  Score: Raw -2095790.573278 + Penalty 3172.269399 = -2092618.303879
  nChanged 22
		SP:Iteration 33Q (144575.250000 sec): 3 clusters
  Score: Raw -2095795.893553 + Penalty 3172.269399 = -2092623.624154
  nChanged 18
		SP:Iteration 34Q (144575.500000 sec): 3 clusters
  Score: Raw -2095800.855186 + Penalty 3172.269399 = -2092628.585787
  nChanged 17
		SP:Iteration 35Q (144575.750000 sec): 3 clusters
  Score: Raw -2095804.889846 + Penalty 3172.269399 = -2092632.620447
  nChanged 15
		SP:Iteration 36Q (144575.970000 sec): 3 clusters
  Score: Raw -2095809.216189 + Penalty 3172.269399 = -2092636.946790
  nChanged 12
		SP:Iteration 37Q (144576.220000 sec): 3 clusters
  Score: Raw -2095812.447023 + Penalty 3172.269399 = -2092640.177624
  nChanged 11
		SP:Iteration 38Q (144576.520000 sec): 3 clusters
  Score: Raw -2095814.791029 + Penalty 3172.269399 = -2092642.521630
  nChanged 9
		SP:Iteration 39Q (144576.810000 sec): 3 clusters
  Score: Raw -2095817.263751 + Penalty 3172.269399 = -2092644.994353
  nChanged 10
		SP:Iteration 40F (144577.110000 sec): 3 clusters
  Score: Raw -2095824.432566 + Penalty 3172.269399 = -2092652.163168
  nChanged 13
		SP:Iteration 41Q (144577.360000 sec): 3 clusters
  Score: Raw -2095829.561929 + Penalty 3172.269399 = -2092657.292530
  nChanged 16
		SP:Iteration 42Q (144577.680000 sec): 3 clusters
  Score: Raw -2095834.153717 + Penalty 3172.269399 = -2092661.884319
  nChanged 18
		SP:Iteration 43Q (144577.950000 sec): 3 clusters
  Score: Raw -2095840.527485 + Penalty 3172.269399 = -2092668.258087
  nChanged 22
		SP:Iteration 44Q (144578.200000 sec): 3 clusters
  Score: Raw -2095847.182029 + Penalty 3172.269399 = -2092674.912631
  nChanged 22
		SP:Iteration 45Q (144578.440000 sec): 3 clusters
  Score: Raw -2095853.623722 + Penalty 3172.269399 = -2092681.354323
  nChanged 21
		SP:Iteration 46Q (144578.750000 sec): 3 clusters
  Score: Raw -2095860.022760 + Penalty 3172.269399 = -2092687.753362
  nChanged 16
		SP:Iteration 47Q (144579.010000 sec): 3 clusters
  Score: Raw -2095865.973005 + Penalty 3172.269399 = -2092693.703607
  nChanged 18
		SP:Iteration 48Q (144579.310000 sec): 3 clusters
  Score: Raw -2095869.797429 + Penalty 3172.269399 = -2092697.528030
  nChanged 14
		SP:Iteration 49Q (144579.540000 sec): 3 clusters
  Score: Raw -2095873.304475 + Penalty 3172.269399 = -2092701.035077
  nChanged 14
		SP:Iteration 50Q (144579.850000 sec): 3 clusters
  Score: Raw -2095876.795659 + Penalty 3172.269399 = -2092704.526261
  nChanged 19
		SP:Iteration 51Q (144580.110000 sec): 3 clusters
  Score: Raw -2095881.443953 + Penalty 3172.269399 = -2092709.174555
  nChanged 19
		SP:Iteration 52Q (144580.400000 sec): 3 clusters
  Score: Raw -2095887.312497 + Penalty 3172.269399 = -2092715.043099
  nChanged 19
		SP:Iteration 53Q (144580.650000 sec): 3 clusters
  Score: Raw -2095892.219231 + Penalty 3172.269399 = -2092719.949832
  nChanged 15
		SP:Iteration 54Q (144580.950000 sec): 3 clusters
  Score: Raw -2095895.999141 + Penalty 3172.269399 = -2092723.729742
  nChanged 14
		SP:Iteration 55Q (144581.240000 sec): 3 clusters
  Score: Raw -2095899.087545 + Penalty 3172.269399 = -2092726.818147
  nChanged 8
		SP:Iteration 56Q (144581.480000 sec): 3 clusters
  Score: Raw -2095900.949283 + Penalty 3172.269399 = -2092728.679885
  nChanged 7
		SP:Iteration 57Q (144581.750000 sec): 3 clusters
  Score: Raw -2095902.993065 + Penalty 3172.269399 = -2092730.723666
  nChanged 10
		SP:Iteration 58Q (144582.010000 sec): 3 clusters
  Score: Raw -2095905.211049 + Penalty 3172.269399 = -2092732.941650
  nChanged 10
		SP:Iteration 59Q (144582.260000 sec): 3 clusters
  Score: Raw -2095907.690189 + Penalty 3172.269399 = -2092735.420790
  nChanged 7
		SP:Iteration 60F (144582.550000 sec): 3 clusters
  Score: Raw -2095909.287528 + Penalty 3172.269399 = -2092737.018129
  nChanged 10
		SP:Iteration 61Q (144582.850000 sec): 3 clusters
  Score: Raw -2095911.282636 + Penalty 3172.269399 = -2092739.013237
  nChanged 12
		SP:Iteration 62Q (144583.100000 sec): 3 clusters
  Score: Raw -2095912.990907 + Penalty 3172.269399 = -2092740.721509
  nChanged 7
		SP:Iteration 63Q (144583.390000 sec): 3 clusters
  Score: Raw -2095913.740654 + Penalty 3172.269399 = -2092741.471255
  nChanged 1
		SP:Iteration 64Q (144583.690000 sec): 3 clusters
  Score: Raw -2095913.802324 + Penalty 3172.269399 = -2092741.532925
  nChanged 0
		SP:Iteration 65F (144583.980000 sec): 3 clusters
  Score: Raw -2095913.802324 + Penalty 3172.269399 = -2092741.532925
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 50 (521 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (144584.080000 sec): 2 clusters
  Score: Raw -63580.827223 + Penalty 1016.559382 = -62564.267841
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (144584.220000 sec): 3 clusters
  Score: Raw -63505.025262 + Penalty 2033.118764 = -61471.906498
  nChanged 116
		SP:Iteration 1F (144584.390000 sec): 3 clusters
  Score: Raw -63667.173418 + Penalty 2033.118764 = -61634.054654
  nChanged 26
		SP:Iteration 2Q (144584.570000 sec): 3 clusters
  Score: Raw -63705.111391 + Penalty 2033.118764 = -61671.992627
  nChanged 15
		SP:Iteration 3Q (144584.740000 sec): 3 clusters
  Score: Raw -63732.676721 + Penalty 2033.118764 = -61699.557957
  nChanged 12
		SP:Iteration 4Q (144584.920000 sec): 3 clusters
  Score: Raw -63759.619073 + Penalty 2033.118764 = -61726.500309
  nChanged 5
		SP:Iteration 5Q (144585.090000 sec): 3 clusters
  Score: Raw -63764.909040 + Penalty 2033.118764 = -61731.790277
  nChanged 1
		SP:Iteration 6Q (144585.270000 sec): 3 clusters
  Score: Raw -63765.854304 + Penalty 2033.118764 = -61732.735541
  nChanged 0
		SP:Iteration 7F (144585.450000 sec): 3 clusters
  Score: Raw -63765.854304 + Penalty 2033.118764 = -61732.735541
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 51 (13355 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (144585.630000 sec): 2 clusters
  Score: Raw -1693044.581733 + Penalty 1543.692495 = -1691500.889237
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (144585.800000 sec): 3 clusters
  Score: Raw -1685200.371130 + Penalty 3087.384991 = -1682112.986140
  nChanged 5885
		SP:Iteration 1F (144586.070000 sec): 3 clusters
  Score: Raw -1688423.755401 + Penalty 3087.384991 = -1685336.370411
  nChanged 702
		SP:Iteration 2F (144586.310000 sec): 3 clusters
  Score: Raw -1688681.066550 + Penalty 3087.384991 = -1685593.681560
  nChanged 620
		SP:Iteration 3Q (144586.600000 sec): 3 clusters
  Score: Raw -1688900.015730 + Penalty 3087.384991 = -1685812.630739
  nChanged 547
		SP:Iteration 4Q (144586.840000 sec): 3 clusters
  Score: Raw -1689086.051509 + Penalty 3087.384991 = -1685998.666518
  nChanged 506
		SP:Iteration 5Q (144587.120000 sec): 3 clusters
  Score: Raw -1689290.110955 + Penalty 3087.384991 = -1686202.725964
  nChanged 559
		SP:Iteration 6Q (144587.410000 sec): 3 clusters
  Score: Raw -1689549.896929 + Penalty 3087.384991 = -1686462.511938
  nChanged 631
		SP:Iteration 7Q (144587.660000 sec): 3 clusters
  Score: Raw -1689900.443361 + Penalty 3087.384991 = -1686813.058370
  nChanged 744
		SP:Iteration 8F (144587.940000 sec): 3 clusters
  Score: Raw -1690383.919242 + Penalty 3087.384991 = -1687296.534251
  nChanged 784
		SP:Iteration 9F (144588.180000 sec): 3 clusters
  Score: Raw -1690951.983616 + Penalty 3087.384991 = -1687864.598625
  nChanged 781
		SP:Iteration 10F (144588.470000 sec): 3 clusters
  Score: Raw -1691595.069227 + Penalty 3087.384991 = -1688507.684236
  nChanged 681
		SP:Iteration 11F (144588.640000 sec): 3 clusters
  Score: Raw -1692192.996946 + Penalty 3087.384991 = -1689105.611955
  nChanged 468
		SP:Iteration 12Q (144588.940000 sec): 3 clusters
  Score: Raw -1692610.039828 + Penalty 3087.384991 = -1689522.654837
  nChanged 293
		SP:Iteration 13Q (144589.180000 sec): 3 clusters
  Score: Raw -1692883.935484 + Penalty 3087.384991 = -1689796.550493
  nChanged 155
		SP:Iteration 14Q (144589.420000 sec): 3 clusters
  Score: Raw -1693041.503028 + Penalty 3087.384991 = -1689954.118037
  nChanged 81
		SP:Iteration 15Q (144589.660000 sec): 3 clusters
  Score: Raw -1693118.477899 + Penalty 3087.384991 = -1690031.092908
  nChanged 32
		SP:Iteration 16Q (144589.900000 sec): 3 clusters
  Score: Raw -1693150.838323 + Penalty 3087.384991 = -1690063.453333
  nChanged 23
		SP:Iteration 17Q (144590.140000 sec): 3 clusters
  Score: Raw -1693174.528846 + Penalty 3087.384991 = -1690087.143856
  nChanged 20
		SP:Iteration 18Q (144590.380000 sec): 3 clusters
  Score: Raw -1693192.177828 + Penalty 3087.384991 = -1690104.792837
  nChanged 10
		SP:Iteration 19Q (144590.620000 sec): 3 clusters
  Score: Raw -1693202.717604 + Penalty 3087.384991 = -1690115.332613
  nChanged 12
		SP:Iteration 20F (144590.860000 sec): 3 clusters
  Score: Raw -1693216.950584 + Penalty 3087.384991 = -1690129.565594
  nChanged 8
		SP:Iteration 21Q (144591.090000 sec): 3 clusters
  Score: Raw -1693231.134920 + Penalty 3087.384991 = -1690143.749929
  nChanged 10
		SP:Iteration 22Q (144591.330000 sec): 3 clusters
  Score: Raw -1693244.148615 + Penalty 3087.384991 = -1690156.763624
  nChanged 8
		SP:Iteration 23Q (144591.570000 sec): 3 clusters
  Score: Raw -1693249.314419 + Penalty 3087.384991 = -1690161.929428
  nChanged 4
		SP:Iteration 24Q (144591.800000 sec): 3 clusters
  Score: Raw -1693252.823595 + Penalty 3087.384991 = -1690165.438604
  nChanged 3
		SP:Iteration 25Q (144591.960000 sec): 3 clusters
  Score: Raw -1693257.109318 + Penalty 3087.384991 = -1690169.724327
  nChanged 4
		SP:Iteration 26Q (144592.220000 sec): 3 clusters
  Score: Raw -1693261.417547 + Penalty 3087.384991 = -1690174.032556
  nChanged 3
		SP:Iteration 27Q (144592.460000 sec): 3 clusters
  Score: Raw -1693263.574295 + Penalty 3087.384991 = -1690176.189305
  nChanged 1
		SP:Iteration 28Q (144592.700000 sec): 3 clusters
  Score: Raw -1693263.907439 + Penalty 3087.384991 = -1690176.522448
  nChanged 0
		SP:Iteration 29F (144592.950000 sec): 3 clusters
  Score: Raw -1693263.907439 + Penalty 3087.384991 = -1690176.522448
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 52 (149 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (144593.010000 sec): 2 clusters
  Score: Raw -12108.352607 + Penalty 813.141275 = -11295.211332
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (144593.180000 sec): 3 clusters
  Score: Raw -12322.154482 + Penalty 1626.282549 = -10695.871932
  nChanged 23
		SP:Iteration 1F (144593.360000 sec): 3 clusters
  Score: Raw -12447.057008 + Penalty 1626.282549 = -10820.774459
  nChanged 7
		SP:Iteration 2Q (144593.540000 sec): 3 clusters
  Score: Raw -12486.871176 + Penalty 1626.282549 = -10860.588627
  nChanged 5
		SP:Iteration 3Q (144593.710000 sec): 3 clusters
  Score: Raw -12513.734290 + Penalty 1626.282549 = -10887.451740
  nChanged 1
		SP:Iteration 4Q (144593.890000 sec): 3 clusters
  Score: Raw -12515.277412 + Penalty 1626.282549 = -10888.994862
  nChanged 2
		SP:Iteration 5Q (144594.070000 sec): 3 clusters
  Score: Raw -12522.715092 + Penalty 1626.282549 = -10896.432543
  nChanged 2
		SP:Iteration 6Q (144594.240000 sec): 3 clusters
  Score: Raw -12529.677536 + Penalty 1626.282549 = -10903.394986
  nChanged 2
		SP:Iteration 7Q (144594.420000 sec): 3 clusters
  Score: Raw -12552.105582 + Penalty 1626.282549 = -10925.823033
  nChanged 1
		SP:Iteration 8Q (144594.570000 sec): 3 clusters
  Score: Raw -12556.048276 + Penalty 1626.282549 = -10929.765726
  nChanged 2
		SP:Iteration 9Q (144594.730000 sec): 3 clusters
  Score: Raw -12564.283246 + Penalty 1626.282549 = -10938.000696
  nChanged 1
		SP:Iteration 10Q (144594.890000 sec): 3 clusters
  Score: Raw -12571.833720 + Penalty 1626.282549 = -10945.551171
  nChanged 1
		SP:Iteration 11Q (144595.050000 sec): 3 clusters
  Score: Raw -12582.204122 + Penalty 1626.282549 = -10955.921572
  nChanged 0
		SP:Iteration 12F (144595.210000 sec): 3 clusters
  Score: Raw -12582.204122 + Penalty 1626.282549 = -10955.921572
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 53 (316 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (144595.290000 sec): 2 clusters
  Score: Raw -35791.683634 + Penalty 935.308110 = -34856.375524
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (144595.450000 sec): 3 clusters
  Score: Raw -35847.209356 + Penalty 1870.616219 = -33976.593136
  nChanged 63
		SP:Iteration 1F (144595.610000 sec): 3 clusters
  Score: Raw -35970.566399 + Penalty 1870.616219 = -34099.950180
  nChanged 8
		SP:Iteration 2Q (144595.770000 sec): 3 clusters
  Score: Raw -35986.099999 + Penalty 1870.616219 = -34115.483780
  nChanged 6
		SP:Iteration 3Q (144595.930000 sec): 3 clusters
  Score: Raw -35996.174499 + Penalty 1870.616219 = -34125.558280
  nChanged 4
		SP:Iteration 4Q (144596.090000 sec): 3 clusters
  Score: Raw -36001.929353 + Penalty 1870.616219 = -34131.313134
  nChanged 1
		SP:Iteration 5Q (144596.250000 sec): 3 clusters
  Score: Raw -36003.554870 + Penalty 1870.616219 = -34132.938651
  nChanged 1
		SP:Iteration 6Q (144596.410000 sec): 3 clusters
  Score: Raw -36005.255577 + Penalty 1870.616219 = -34134.639357
  nChanged 2
		SP:Iteration 7Q (144596.570000 sec): 3 clusters
  Score: Raw -36008.589795 + Penalty 1870.616219 = -34137.973576
  nChanged 1
		SP:Iteration 8Q (144596.730000 sec): 3 clusters
  Score: Raw -36012.668497 + Penalty 1870.616219 = -34142.052277
  nChanged 1
		SP:Iteration 9Q (144596.890000 sec): 3 clusters
  Score: Raw -36020.236119 + Penalty 1870.616219 = -34149.619900
  nChanged 2
		SP:Iteration 10Q (144597.050000 sec): 3 clusters
  Score: Raw -36027.260486 + Penalty 1870.616219 = -34156.644267
  nChanged 0
		SP:Iteration 11F (144597.210000 sec): 3 clusters
  Score: Raw -36027.260486 + Penalty 1870.616219 = -34156.644267
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 54 (2273 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (144597.320000 sec): 2 clusters
  Score: Raw -254408.532616 + Penalty 1255.939071 = -253152.593545
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (144597.490000 sec): 3 clusters
  Score: Raw -253436.356845 + Penalty 2511.878143 = -250924.478702
  nChanged 802
		SP:Iteration 1F (144597.640000 sec): 3 clusters
  Score: Raw -253994.452103 + Penalty 2511.878143 = -251482.573960
  nChanged 178
		SP:Iteration 2F (144597.800000 sec): 3 clusters
  Score: Raw -254127.969861 + Penalty 2511.878143 = -251616.091719
  nChanged 116
		SP:Iteration 3F (144597.960000 sec): 3 clusters
  Score: Raw -254216.921158 + Penalty 2511.878143 = -251705.043015
  nChanged 88
		SP:Iteration 4Q (144598.120000 sec): 3 clusters
  Score: Raw -254269.796674 + Penalty 2511.878143 = -251757.918531
  nChanged 74
		SP:Iteration 5Q (144598.320000 sec): 3 clusters
  Score: Raw -254323.080254 + Penalty 2511.878143 = -251811.202111
  nChanged 68
		SP:Iteration 6Q (144598.470000 sec): 3 clusters
  Score: Raw -254370.505941 + Penalty 2511.878143 = -251858.627799
  nChanged 61
		SP:Iteration 7Q (144598.620000 sec): 3 clusters
  Score: Raw -254409.200065 + Penalty 2511.878143 = -251897.321922
  nChanged 62
		SP:Iteration 8Q (144598.770000 sec): 3 clusters
  Score: Raw -254444.673510 + Penalty 2511.878143 = -251932.795367
  nChanged 43
		SP:Iteration 9Q (144598.870000 sec): 3 clusters
  Score: Raw -254475.809771 + Penalty 2511.878143 = -251963.931629
  nChanged 46
		SP:Iteration 10Q (144599.030000 sec): 3 clusters
  Score: Raw -254512.867828 + Penalty 2511.878143 = -252000.989685
  nChanged 37
		SP:Iteration 11Q (144599.190000 sec): 3 clusters
  Score: Raw -254552.554667 + Penalty 2511.878143 = -252040.676524
  nChanged 44
		SP:Iteration 12Q (144599.350000 sec): 3 clusters
  Score: Raw -254598.847020 + Penalty 2511.878143 = -252086.968877
  nChanged 53
		SP:Iteration 13Q (144599.510000 sec): 3 clusters
  Score: Raw -254662.924710 + Penalty 2511.878143 = -252151.046567
  nChanged 57
		SP:Iteration 14Q (144599.670000 sec): 3 clusters
  Score: Raw -254722.566790 + Penalty 2511.878143 = -252210.688647
  nChanged 70
		SP:Iteration 15Q (144599.830000 sec): 3 clusters
  Score: Raw -254772.285200 + Penalty 2511.878143 = -252260.407057
  nChanged 54
		SP:Iteration 16Q (144599.990000 sec): 3 clusters
  Score: Raw -254815.636507 + Penalty 2511.878143 = -252303.758365
  nChanged 38
		SP:Iteration 17Q (144600.150000 sec): 3 clusters
  Score: Raw -254842.288155 + Penalty 2511.878143 = -252330.410012
  nChanged 39
		SP:Iteration 18Q (144600.310000 sec): 3 clusters
  Score: Raw -254869.831282 + Penalty 2511.878143 = -252357.953139
  nChanged 36
		SP:Iteration 19Q (144600.470000 sec): 3 clusters
  Score: Raw -254896.224549 + Penalty 2511.878143 = -252384.346406
  nChanged 35
		SP:Iteration 20F (144600.630000 sec): 3 clusters
  Score: Raw -254921.924310 + Penalty 2511.878143 = -252410.046167
  nChanged 28
		SP:Iteration 21Q (144600.790000 sec): 3 clusters
  Score: Raw -254939.866374 + Penalty 2511.878143 = -252427.988231
  nChanged 20
		SP:Iteration 22Q (144600.950000 sec): 3 clusters
  Score: Raw -254952.446257 + Penalty 2511.878143 = -252440.568114
  nChanged 22
		SP:Iteration 23Q (144601.110000 sec): 3 clusters
  Score: Raw -254968.364197 + Penalty 2511.878143 = -252456.486054
  nChanged 16
		SP:Iteration 24Q (144601.270000 sec): 3 clusters
  Score: Raw -254980.665945 + Penalty 2511.878143 = -252468.787803
  nChanged 21
		SP:Iteration 25Q (144601.430000 sec): 3 clusters
  Score: Raw -254999.250970 + Penalty 2511.878143 = -252487.372827
  nChanged 20
		SP:Iteration 26Q (144601.590000 sec): 3 clusters
  Score: Raw -255018.047406 + Penalty 2511.878143 = -252506.169263
  nChanged 21
		SP:Iteration 27Q (144601.750000 sec): 3 clusters
  Score: Raw -255035.900029 + Penalty 2511.878143 = -252524.021887
  nChanged 18
		SP:Iteration 28Q (144601.910000 sec): 3 clusters
  Score: Raw -255051.261614 + Penalty 2511.878143 = -252539.383471
  nChanged 11
		SP:Iteration 29Q (144602.070000 sec): 3 clusters
  Score: Raw -255059.775846 + Penalty 2511.878143 = -252547.897703
  nChanged 16
		SP:Iteration 30Q (144602.230000 sec): 3 clusters
  Score: Raw -255070.353382 + Penalty 2511.878143 = -252558.475239
  nChanged 11
		SP:Iteration 31Q (144602.390000 sec): 3 clusters
  Score: Raw -255081.330337 + Penalty 2511.878143 = -252569.452195
  nChanged 12
		SP:Iteration 32Q (144602.550000 sec): 3 clusters
  Score: Raw -255089.752253 + Penalty 2511.878143 = -252577.874110
  nChanged 15
		SP:Iteration 33Q (144602.710000 sec): 3 clusters
  Score: Raw -255100.179664 + Penalty 2511.878143 = -252588.301521
  nChanged 12
		SP:Iteration 34Q (144602.870000 sec): 3 clusters
  Score: Raw -255106.088485 + Penalty 2511.878143 = -252594.210342
  nChanged 9
		SP:Iteration 35Q (144603.030000 sec): 3 clusters
  Score: Raw -255109.714204 + Penalty 2511.878143 = -252597.836062
  nChanged 5
		SP:Iteration 36Q (144603.190000 sec): 3 clusters
  Score: Raw -255114.103906 + Penalty 2511.878143 = -252602.225764
  nChanged 9
		SP:Iteration 37Q (144603.350000 sec): 3 clusters
  Score: Raw -255118.198988 + Penalty 2511.878143 = -252606.320845
  nChanged 5
		SP:Iteration 38Q (144603.510000 sec): 3 clusters
  Score: Raw -255120.703430 + Penalty 2511.878143 = -252608.825287
  nChanged 2
		SP:Iteration 39Q (144603.670000 sec): 3 clusters
  Score: Raw -255121.296135 + Penalty 2511.878143 = -252609.417992
  nChanged 1
		SP:Iteration 40F (144603.830000 sec): 3 clusters
  Score: Raw -255121.518713 + Penalty 2511.878143 = -252609.640570
  nChanged 1
		SP:Iteration 41Q (144603.990000 sec): 3 clusters
  Score: Raw -255121.763085 + Penalty 2511.878143 = -252609.884942
  nChanged 0
		SP:Iteration 42F (144604.150000 sec): 3 clusters
  Score: Raw -255121.763085 + Penalty 2511.878143 = -252609.884942
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 55 (8789 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (144604.250000 sec): 2 clusters
  Score: Raw -1055678.677033 + Penalty 1475.704136 = -1054202.972897
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (144604.440000 sec): 3 clusters
  Score: Raw -1050708.983447 + Penalty 2951.408271 = -1047757.575176
  nChanged 3746
		SP:Iteration 1F (144604.620000 sec): 3 clusters
  Score: Raw -1052827.639303 + Penalty 2951.408271 = -1049876.231032
  nChanged 562
		SP:Iteration 2F (144604.800000 sec): 3 clusters
  Score: Raw -1053071.912045 + Penalty 2951.408271 = -1050120.503774
  nChanged 447
		SP:Iteration 3F (144604.970000 sec): 3 clusters
  Score: Raw -1053241.308155 + Penalty 2951.408271 = -1050289.899884
  nChanged 356
		SP:Iteration 4Q (144605.150000 sec): 3 clusters
  Score: Raw -1053360.619974 + Penalty 2951.408271 = -1050409.211703
  nChanged 283
		SP:Iteration 5Q (144605.330000 sec): 3 clusters
  Score: Raw -1053454.725906 + Penalty 2951.408271 = -1050503.317635
  nChanged 263
		SP:Iteration 6Q (144605.510000 sec): 3 clusters
  Score: Raw -1053547.493935 + Penalty 2951.408271 = -1050596.085664
  nChanged 255
		SP:Iteration 7Q (144605.690000 sec): 3 clusters
  Score: Raw -1053648.478090 + Penalty 2951.408271 = -1050697.069819
  nChanged 276
		SP:Iteration 8Q (144605.870000 sec): 3 clusters
  Score: Raw -1053749.048404 + Penalty 2951.408271 = -1050797.640133
  nChanged 261
		SP:Iteration 9Q (144606.050000 sec): 3 clusters
  Score: Raw -1053840.049025 + Penalty 2951.408271 = -1050888.640754
  nChanged 249
		SP:Iteration 10Q (144606.230000 sec): 3 clusters
  Score: Raw -1053924.313283 + Penalty 2951.408271 = -1050972.905012
  nChanged 240
		SP:Iteration 11Q (144606.410000 sec): 3 clusters
  Score: Raw -1054016.241324 + Penalty 2951.408271 = -1051064.833053
  nChanged 242
		SP:Iteration 12Q (144606.590000 sec): 3 clusters
  Score: Raw -1054105.756600 + Penalty 2951.408271 = -1051154.348329
  nChanged 237
		SP:Iteration 13Q (144606.760000 sec): 3 clusters
  Score: Raw -1054198.934667 + Penalty 2951.408271 = -1051247.526396
  nChanged 276
		SP:Iteration 14Q (144606.940000 sec): 3 clusters
  Score: Raw -1054327.303430 + Penalty 2951.408271 = -1051375.895159
  nChanged 277
		SP:Iteration 15Q (144607.120000 sec): 3 clusters
  Score: Raw -1054456.340110 + Penalty 2951.408271 = -1051504.931839
  nChanged 258
		SP:Iteration 16Q (144607.300000 sec): 3 clusters
  Score: Raw -1054575.165226 + Penalty 2951.408271 = -1051623.756955
  nChanged 245
		SP:Iteration 17Q (144607.480000 sec): 3 clusters
  Score: Raw -1054695.562971 + Penalty 2951.408271 = -1051744.154700
  nChanged 262
		SP:Iteration 18Q (144607.660000 sec): 3 clusters
  Score: Raw -1054842.081716 + Penalty 2951.408271 = -1051890.673444
  nChanged 266
		SP:Iteration 19Q (144607.840000 sec): 3 clusters
  Score: Raw -1055002.434323 + Penalty 2951.408271 = -1052051.026052
  nChanged 229
		SP:Iteration 20F (144608.030000 sec): 3 clusters
  Score: Raw -1055127.373774 + Penalty 2951.408271 = -1052175.965503
  nChanged 218
		SP:Iteration 21Q (144608.200000 sec): 3 clusters
  Score: Raw -1055255.098244 + Penalty 2951.408271 = -1052303.689973
  nChanged 200
		SP:Iteration 22Q (144608.380000 sec): 3 clusters
  Score: Raw -1055394.567432 + Penalty 2951.408271 = -1052443.159161
  nChanged 182
		SP:Iteration 23Q (144608.570000 sec): 3 clusters
  Score: Raw -1055515.477606 + Penalty 2951.408271 = -1052564.069335
  nChanged 133
		SP:Iteration 24Q (144608.740000 sec): 3 clusters
  Score: Raw -1055604.202951 + Penalty 2951.408271 = -1052652.794680
  nChanged 117
		SP:Iteration 25Q (144608.930000 sec): 3 clusters
  Score: Raw -1055683.099160 + Penalty 2951.408271 = -1052731.690889
  nChanged 76
		SP:Iteration 26Q (144609.150000 sec): 3 clusters
  Score: Raw -1055736.928499 + Penalty 2951.408271 = -1052785.520228
  nChanged 62
		SP:Iteration 27Q (144609.290000 sec): 3 clusters
  Score: Raw -1055780.726110 + Penalty 2951.408271 = -1052829.317839
  nChanged 40
		SP:Iteration 28Q (144609.560000 sec): 3 clusters
  Score: Raw -1055812.130437 + Penalty 2951.408271 = -1052860.722166
  nChanged 28
		SP:Iteration 29Q (144609.710000 sec): 3 clusters
  Score: Raw -1055838.669446 + Penalty 2951.408271 = -1052887.261175
  nChanged 25
		SP:Iteration 30Q (144609.900000 sec): 3 clusters
  Score: Raw -1055856.710754 + Penalty 2951.408271 = -1052905.302483
  nChanged 17
		SP:Iteration 31Q (144610.090000 sec): 3 clusters
  Score: Raw -1055868.808698 + Penalty 2951.408271 = -1052917.400427
  nChanged 10
		SP:Iteration 32Q (144610.290000 sec): 3 clusters
  Score: Raw -1055875.462972 + Penalty 2951.408271 = -1052924.054701
  nChanged 11
		SP:Iteration 33Q (144610.480000 sec): 3 clusters
  Score: Raw -1055883.047672 + Penalty 2951.408271 = -1052931.639401
  nChanged 10
		SP:Iteration 34Q (144610.670000 sec): 3 clusters
  Score: Raw -1055893.169509 + Penalty 2951.408271 = -1052941.761238
  nChanged 11
		SP:Iteration 35Q (144610.870000 sec): 3 clusters
  Score: Raw -1055900.346455 + Penalty 2951.408271 = -1052948.938184
  nChanged 8
		SP:Iteration 36Q (144611.060000 sec): 3 clusters
  Score: Raw -1055907.206322 + Penalty 2951.408271 = -1052955.798051
  nChanged 7
		SP:Iteration 37Q (144611.260000 sec): 3 clusters
  Score: Raw -1055914.012602 + Penalty 2951.408271 = -1052962.604331
  nChanged 10
		SP:Iteration 38Q (144611.450000 sec): 3 clusters
  Score: Raw -1055921.304077 + Penalty 2951.408271 = -1052969.895806
  nChanged 6
		SP:Iteration 39Q (144611.650000 sec): 3 clusters
  Score: Raw -1055926.844024 + Penalty 2951.408271 = -1052975.435753
  nChanged 5
		SP:Iteration 40F (144611.840000 sec): 3 clusters
  Score: Raw -1055931.804813 + Penalty 2951.408271 = -1052980.396542
  nChanged 2
		SP:Iteration 41Q (144612.030000 sec): 3 clusters
  Score: Raw -1055933.311953 + Penalty 2951.408271 = -1052981.903682
  nChanged 3
		SP:Iteration 42Q (144612.250000 sec): 3 clusters
  Score: Raw -1055936.234989 + Penalty 2951.408271 = -1052984.826718
  nChanged 7
		SP:Iteration 43Q (144612.450000 sec): 3 clusters
  Score: Raw -1055942.324632 + Penalty 2951.408271 = -1052990.916361
  nChanged 5
		SP:Iteration 44Q (144612.640000 sec): 3 clusters
  Score: Raw -1055945.124102 + Penalty 2951.408271 = -1052993.715831
  nChanged 2
		SP:Iteration 45Q (144612.830000 sec): 3 clusters
  Score: Raw -1055946.093935 + Penalty 2951.408271 = -1052994.685664
  nChanged 0
		SP:Iteration 46F (144613.070000 sec): 3 clusters
  Score: Raw -1055946.093935 + Penalty 2951.408271 = -1052994.685664
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 56 (110 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (144613.150000 sec): 2 clusters
  Score: Raw -6643.826188 + Penalty 763.828059 = -5879.998129
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (144613.320000 sec): 3 clusters
  Score: Raw -6803.470091 + Penalty 1527.656119 = -5275.813972
  nChanged 8
		SP:Iteration 1F (144613.500000 sec): 3 clusters
  Score: Raw -6881.706065 + Penalty 1527.656119 = -5354.049946
  nChanged 3
		SP:Iteration 2Q (144613.680000 sec): 3 clusters
  Score: Raw -6901.710973 + Penalty 1527.656119 = -5374.054854
  nChanged 1
		SP:Iteration 3Q (144613.850000 sec): 3 clusters
  Score: Raw -6906.043404 + Penalty 1527.656119 = -5378.387285
  nChanged 0
		SP:Iteration 4F (144614.040000 sec): 3 clusters
  Score: Raw -6906.043404 + Penalty 1527.656119 = -5378.387285
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 57 (4039 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (144614.120000 sec): 2 clusters
  Score: Raw -491551.235529 + Penalty 1349.359768 = -490201.875761
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (144614.300000 sec): 3 clusters
  Score: Raw -489543.015157 + Penalty 2698.719535 = -486844.295622
  nChanged 1556
		SP:Iteration 1F (144614.480000 sec): 3 clusters
  Score: Raw -490368.794050 + Penalty 2698.719535 = -487670.074515
  nChanged 265
		SP:Iteration 2F (144614.650000 sec): 3 clusters
  Score: Raw -490509.559857 + Penalty 2698.719535 = -487810.840321
  nChanged 239
		SP:Iteration 3F (144614.830000 sec): 3 clusters
  Score: Raw -490638.886848 + Penalty 2698.719535 = -487940.167313
  nChanged 175
		SP:Iteration 4Q (144615.000000 sec): 3 clusters
  Score: Raw -490740.827954 + Penalty 2698.719535 = -488042.108419
  nChanged 168
		SP:Iteration 5Q (144615.180000 sec): 3 clusters
  Score: Raw -490846.911497 + Penalty 2698.719535 = -488148.191962
  nChanged 157
		SP:Iteration 6Q (144615.360000 sec): 3 clusters
  Score: Raw -490945.476892 + Penalty 2698.719535 = -488246.757357
  nChanged 159
		SP:Iteration 7Q (144615.530000 sec): 3 clusters
  Score: Raw -491051.073531 + Penalty 2698.719535 = -488352.353996
  nChanged 162
		SP:Iteration 8Q (144615.710000 sec): 3 clusters
  Score: Raw -491159.427499 + Penalty 2698.719535 = -488460.707964
  nChanged 132
		SP:Iteration 9Q (144615.880000 sec): 3 clusters
  Score: Raw -491251.822386 + Penalty 2698.719535 = -488553.102851
  nChanged 118
		SP:Iteration 10Q (144616.060000 sec): 3 clusters
  Score: Raw -491338.071933 + Penalty 2698.719535 = -488639.352397
  nChanged 98
		SP:Iteration 11Q (144616.240000 sec): 3 clusters
  Score: Raw -491413.635605 + Penalty 2698.719535 = -488714.916070
  nChanged 79
		SP:Iteration 12Q (144616.410000 sec): 3 clusters
  Score: Raw -491469.603133 + Penalty 2698.719535 = -488770.883598
  nChanged 68
		SP:Iteration 13Q (144616.590000 sec): 3 clusters
  Score: Raw -491527.019508 + Penalty 2698.719535 = -488828.299973
  nChanged 55
		SP:Iteration 14Q (144616.760000 sec): 3 clusters
  Score: Raw -491566.525425 + Penalty 2698.719535 = -488867.805890
  nChanged 34
		SP:Iteration 15Q (144616.940000 sec): 3 clusters
  Score: Raw -491595.050313 + Penalty 2698.719535 = -488896.330778
  nChanged 28
		SP:Iteration 16Q (144617.120000 sec): 3 clusters
  Score: Raw -491618.312623 + Penalty 2698.719535 = -488919.593088
  nChanged 20
		SP:Iteration 17Q (144617.290000 sec): 3 clusters
  Score: Raw -491638.048022 + Penalty 2698.719535 = -488939.328487
  nChanged 25
		SP:Iteration 18Q (144617.470000 sec): 3 clusters
  Score: Raw -491668.311154 + Penalty 2698.719535 = -488969.591619
  nChanged 25
		SP:Iteration 19Q (144617.640000 sec): 3 clusters
  Score: Raw -491690.516200 + Penalty 2698.719535 = -488991.796665
  nChanged 14
		SP:Iteration 20F (144617.820000 sec): 3 clusters
  Score: Raw -491704.393163 + Penalty 2698.719535 = -489005.673628
  nChanged 15
		SP:Iteration 21Q (144618.000000 sec): 3 clusters
  Score: Raw -491719.136887 + Penalty 2698.719535 = -489020.417352
  nChanged 11
		SP:Iteration 22Q (144618.170000 sec): 3 clusters
  Score: Raw -491728.565159 + Penalty 2698.719535 = -489029.845624
  nChanged 8
		SP:Iteration 23Q (144618.340000 sec): 3 clusters
  Score: Raw -491735.880810 + Penalty 2698.719535 = -489037.161275
  nChanged 9
		SP:Iteration 24Q (144618.520000 sec): 3 clusters
  Score: Raw -491744.900203 + Penalty 2698.719535 = -489046.180668
  nChanged 6
		SP:Iteration 25Q (144618.700000 sec): 3 clusters
  Score: Raw -491751.264778 + Penalty 2698.719535 = -489052.545243
  nChanged 8
		SP:Iteration 26Q (144618.870000 sec): 3 clusters
  Score: Raw -491758.371982 + Penalty 2698.719535 = -489059.652447
  nChanged 2
		SP:Iteration 27Q (144619.050000 sec): 3 clusters
  Score: Raw -491760.755145 + Penalty 2698.719535 = -489062.035610
  nChanged 3
		SP:Iteration 28Q (144619.220000 sec): 3 clusters
  Score: Raw -491764.474766 + Penalty 2698.719535 = -489065.755231
  nChanged 2
		SP:Iteration 29Q (144619.400000 sec): 3 clusters
  Score: Raw -491766.304255 + Penalty 2698.719535 = -489067.584720
  nChanged 0
		SP:Iteration 30F (144619.580000 sec): 3 clusters
  Score: Raw -491766.304255 + Penalty 2698.719535 = -489067.584720
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 58 (257 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (144619.660000 sec): 2 clusters
  Score: Raw -22476.726868 + Penalty 901.724864 = -21575.002004
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (144619.840000 sec): 3 clusters
  Score: Raw -22545.997244 + Penalty 1803.449728 = -20742.547516
  nChanged 40
		SP:Iteration 1F (144620.020000 sec): 3 clusters
  Score: Raw -22661.430644 + Penalty 1803.449728 = -20857.980917
  nChanged 11
		SP:Iteration 2Q (144620.190000 sec): 3 clusters
  Score: Raw -22719.530063 + Penalty 1803.449728 = -20916.080335
  nChanged 7
		SP:Iteration 3Q (144620.370000 sec): 3 clusters
  Score: Raw -22741.970638 + Penalty 1803.449728 = -20938.520910
  nChanged 5
		SP:Iteration 4Q (144620.540000 sec): 3 clusters
  Score: Raw -22753.184588 + Penalty 1803.449728 = -20949.734860
  nChanged 3
		SP:Iteration 5Q (144620.720000 sec): 3 clusters
  Score: Raw -22761.688854 + Penalty 1803.449728 = -20958.239126
  nChanged 0
		SP:Iteration 6F (144620.890000 sec): 3 clusters
  Score: Raw -22761.688854 + Penalty 1803.449728 = -20958.239126
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 59 (111 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (144620.980000 sec): 2 clusters
  Score: Raw -5644.707474 + Penalty 765.298658 = -4879.408816
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (144621.160000 sec): 3 clusters
  Score: Raw -5866.238960 + Penalty 1530.597315 = -4335.641644
  nChanged 9
		SP:Iteration 1F (144621.330000 sec): 3 clusters
  Score: Raw -5936.984944 + Penalty 1530.597315 = -4406.387629
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 60 (183 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (144621.420000 sec): 2 clusters
  Score: Raw -22152.204556 + Penalty 846.541500 = -21305.663056
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (144621.600000 sec): 3 clusters
  Score: Raw -22240.778035 + Penalty 1693.083000 = -20547.695035
  nChanged 21
		SP:Iteration 1F (144621.770000 sec): 3 clusters
  Score: Raw -22293.575338 + Penalty 1693.083000 = -20600.492338
  nChanged 5
		SP:Iteration 2Q (144621.950000 sec): 3 clusters
  Score: Raw -22306.323546 + Penalty 1693.083000 = -20613.240546
  nChanged 0
		SP:Iteration 3F (144622.120000 sec): 3 clusters
  Score: Raw -22306.323546 + Penalty 1693.083000 = -20613.240546
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 61 (3914 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (144622.220000 sec): 2 clusters
  Score: Raw -438031.793947 + Penalty 1344.251212 = -436687.542735
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (144622.420000 sec): 3 clusters
  Score: Raw -436142.431613 + Penalty 2688.502423 = -433453.929190
  nChanged 1488
		SP:Iteration 1F (144622.490000 sec): 3 clusters
  Score: Raw -437097.664607 + Penalty 2688.502423 = -434409.162184
  nChanged 335
		SP:Iteration 2F (144622.560000 sec): 3 clusters
  Score: Raw -437397.157413 + Penalty 2688.502423 = -434708.654990
  nChanged 312
		SP:Iteration 3F (144622.630000 sec): 3 clusters
  Score: Raw -437747.072939 + Penalty 2688.502423 = -435058.570516
  nChanged 285
		SP:Iteration 4F (144622.700000 sec): 3 clusters
  Score: Raw -438097.730606 + Penalty 2688.502423 = -435409.228183
  nChanged 288
		SP:Iteration 5F (144622.760000 sec): 3 clusters
  Score: Raw -438422.626320 + Penalty 2688.502423 = -435734.123897
  nChanged 215
		SP:Iteration 6F (144622.830000 sec): 3 clusters
  Score: Raw -438625.187733 + Penalty 2688.502423 = -435936.685310
  nChanged 164
		SP:Iteration 7Q (144622.900000 sec): 3 clusters
  Score: Raw -438769.223212 + Penalty 2688.502423 = -436080.720788
  nChanged 132
		SP:Iteration 8Q (144622.970000 sec): 3 clusters
  Score: Raw -438894.693138 + Penalty 2688.502423 = -436206.190715
  nChanged 125
		SP:Iteration 9Q (144623.110000 sec): 3 clusters
  Score: Raw -439002.212086 + Penalty 2688.502423 = -436313.709663
  nChanged 103
		SP:Iteration 10Q (144623.290000 sec): 3 clusters
  Score: Raw -439079.915677 + Penalty 2688.502423 = -436391.413254
  nChanged 78
		SP:Iteration 11Q (144623.460000 sec): 3 clusters
  Score: Raw -439120.357357 + Penalty 2688.502423 = -436431.854934
  nChanged 53
		SP:Iteration 12Q (144623.640000 sec): 3 clusters
  Score: Raw -439143.872857 + Penalty 2688.502423 = -436455.370434
  nChanged 37
		SP:Iteration 13Q (144623.820000 sec): 3 clusters
  Score: Raw -439159.360221 + Penalty 2688.502423 = -436470.857797
  nChanged 26
		SP:Iteration 14Q (144623.990000 sec): 3 clusters
  Score: Raw -439170.858236 + Penalty 2688.502423 = -436482.355813
  nChanged 21
		SP:Iteration 15Q (144624.170000 sec): 3 clusters
  Score: Raw -439179.427769 + Penalty 2688.502423 = -436490.925346
  nChanged 18
		SP:Iteration 16Q (144624.340000 sec): 3 clusters
  Score: Raw -439186.055378 + Penalty 2688.502423 = -436497.552955
  nChanged 15
		SP:Iteration 17Q (144624.520000 sec): 3 clusters
  Score: Raw -439190.754218 + Penalty 2688.502423 = -436502.251794
  nChanged 15
		SP:Iteration 18Q (144624.700000 sec): 3 clusters
  Score: Raw -439194.860674 + Penalty 2688.502423 = -436506.358251
  nChanged 10
		SP:Iteration 19Q (144624.870000 sec): 3 clusters
  Score: Raw -439197.321979 + Penalty 2688.502423 = -436508.819556
  nChanged 5
		SP:Iteration 20F (144625.040000 sec): 3 clusters
  Score: Raw -439199.097992 + Penalty 2688.502423 = -436510.595569
  nChanged 4
		SP:Iteration 21Q (144625.220000 sec): 3 clusters
  Score: Raw -439200.344598 + Penalty 2688.502423 = -436511.842175
  nChanged 4
		SP:Iteration 22Q (144625.400000 sec): 3 clusters
  Score: Raw -439201.543105 + Penalty 2688.502423 = -436513.040682
  nChanged 3
		SP:Iteration 23Q (144625.570000 sec): 3 clusters
  Score: Raw -439202.007475 + Penalty 2688.502423 = -436513.505052
  nChanged 1
		SP:Iteration 24Q (144625.750000 sec): 3 clusters
  Score: Raw -439202.094082 + Penalty 2688.502423 = -436513.591659
  nChanged 0
		SP:Iteration 25F (144625.930000 sec): 3 clusters
  Score: Raw -439202.094082 + Penalty 2688.502423 = -436513.591659
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 62 (947 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (144626.010000 sec): 2 clusters
  Score: Raw -110064.048334 + Penalty 1113.661103 = -108950.387232
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (144626.190000 sec): 3 clusters
  Score: Raw -109805.458045 + Penalty 2227.322205 = -107578.135840
  nChanged 265
		SP:Iteration 1F (144626.360000 sec): 3 clusters
  Score: Raw -110053.669555 + Penalty 2227.322205 = -107826.347350
  nChanged 63
		SP:Iteration 2F (144626.540000 sec): 3 clusters
  Score: Raw -110117.682726 + Penalty 2227.322205 = -107890.360520
  nChanged 28
		SP:Iteration 3Q (144626.710000 sec): 3 clusters
  Score: Raw -110157.433210 + Penalty 2227.322205 = -107930.111005
  nChanged 14
		SP:Iteration 4Q (144626.890000 sec): 3 clusters
  Score: Raw -110169.567777 + Penalty 2227.322205 = -107942.245572
  nChanged 10
		SP:Iteration 5Q (144627.070000 sec): 3 clusters
  Score: Raw -110176.648791 + Penalty 2227.322205 = -107949.326586
  nChanged 4
		SP:Iteration 6Q (144627.240000 sec): 3 clusters
  Score: Raw -110181.392894 + Penalty 2227.322205 = -107954.070689
  nChanged 6
		SP:Iteration 7Q (144627.420000 sec): 3 clusters
  Score: Raw -110185.897169 + Penalty 2227.322205 = -107958.574964
  nChanged 6
		SP:Iteration 8Q (144627.590000 sec): 3 clusters
  Score: Raw -110190.162318 + Penalty 2227.322205 = -107962.840113
  nChanged 2
		SP:Iteration 9Q (144627.770000 sec): 3 clusters
  Score: Raw -110192.328150 + Penalty 2227.322205 = -107965.005944
  nChanged 1
		SP:Iteration 10Q (144627.950000 sec): 3 clusters
  Score: Raw -110192.568059 + Penalty 2227.322205 = -107965.245854
  nChanged 0
		SP:Iteration 11F (144628.120000 sec): 3 clusters
  Score: Raw -110192.568059 + Penalty 2227.322205 = -107965.245854
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 63 (8985 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (144628.230000 sec): 2 clusters
  Score: Raw -1086266.086998 + Penalty 1479.288167 = -1084786.798831
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (144628.430000 sec): 3 clusters
  Score: Raw -1081235.658732 + Penalty 2958.576335 = -1078277.082398
  nChanged 3852
		SP:Iteration 1F (144628.620000 sec): 3 clusters
  Score: Raw -1083377.553503 + Penalty 2958.576335 = -1080418.977169
  nChanged 547
		SP:Iteration 2F (144628.810000 sec): 3 clusters
  Score: Raw -1083640.583175 + Penalty 2958.576335 = -1080682.006840
  nChanged 456
		SP:Iteration 3F (144628.990000 sec): 3 clusters
  Score: Raw -1083860.148457 + Penalty 2958.576335 = -1080901.572122
  nChanged 443
		SP:Iteration 4Q (144629.190000 sec): 3 clusters
  Score: Raw -1084081.204644 + Penalty 2958.576335 = -1081122.628310
  nChanged 437
		SP:Iteration 5Q (144629.380000 sec): 3 clusters
  Score: Raw -1084312.269987 + Penalty 2958.576335 = -1081353.693652
  nChanged 427
		SP:Iteration 6Q (144629.570000 sec): 3 clusters
  Score: Raw -1084553.593185 + Penalty 2958.576335 = -1081595.016851
  nChanged 431
		SP:Iteration 7Q (144629.770000 sec): 3 clusters
  Score: Raw -1084792.006676 + Penalty 2958.576335 = -1081833.430341
  nChanged 399
		SP:Iteration 8Q (144630.000000 sec): 3 clusters
  Score: Raw -1085041.789534 + Penalty 2958.576335 = -1082083.213199
  nChanged 382
		SP:Iteration 9Q (144630.190000 sec): 3 clusters
  Score: Raw -1085280.531520 + Penalty 2958.576335 = -1082321.955185
  nChanged 354
		SP:Iteration 10Q (144630.390000 sec): 3 clusters
  Score: Raw -1085502.221428 + Penalty 2958.576335 = -1082543.645093
  nChanged 293
		SP:Iteration 11Q (144630.580000 sec): 3 clusters
  Score: Raw -1085678.738110 + Penalty 2958.576335 = -1082720.161776
  nChanged 256
		SP:Iteration 12Q (144630.770000 sec): 3 clusters
  Score: Raw -1085835.120785 + Penalty 2958.576335 = -1082876.544450
  nChanged 194
		SP:Iteration 13Q (144631.010000 sec): 3 clusters
  Score: Raw -1085955.952404 + Penalty 2958.576335 = -1082997.376069
  nChanged 155
		SP:Iteration 14Q (144631.200000 sec): 3 clusters
  Score: Raw -1086046.974669 + Penalty 2958.576335 = -1083088.398335
  nChanged 135
		SP:Iteration 15Q (144631.400000 sec): 3 clusters
  Score: Raw -1086138.624662 + Penalty 2958.576335 = -1083180.048328
  nChanged 114
		SP:Iteration 16Q (144631.580000 sec): 3 clusters
  Score: Raw -1086219.476042 + Penalty 2958.576335 = -1083260.899707
  nChanged 83
		SP:Iteration 17Q (144631.770000 sec): 3 clusters
  Score: Raw -1086274.994413 + Penalty 2958.576335 = -1083316.418078
  nChanged 57
		SP:Iteration 18Q (144631.970000 sec): 3 clusters
  Score: Raw -1086309.936257 + Penalty 2958.576335 = -1083351.359922
  nChanged 44
		SP:Iteration 19Q (144632.150000 sec): 3 clusters
  Score: Raw -1086341.402348 + Penalty 2958.576335 = -1083382.826013
  nChanged 36
		SP:Iteration 20F (144632.340000 sec): 3 clusters
  Score: Raw -1086365.816580 + Penalty 2958.576335 = -1083407.240245
  nChanged 35
		SP:Iteration 21Q (144632.530000 sec): 3 clusters
  Score: Raw -1086391.381841 + Penalty 2958.576335 = -1083432.805506
  nChanged 28
		SP:Iteration 22Q (144632.730000 sec): 3 clusters
  Score: Raw -1086408.799305 + Penalty 2958.576335 = -1083450.222970
  nChanged 24
		SP:Iteration 23Q (144632.920000 sec): 3 clusters
  Score: Raw -1086422.487949 + Penalty 2958.576335 = -1083463.911614
  nChanged 12
		SP:Iteration 24Q (144633.110000 sec): 3 clusters
  Score: Raw -1086430.417984 + Penalty 2958.576335 = -1083471.841649
  nChanged 13
		SP:Iteration 25Q (144633.310000 sec): 3 clusters
  Score: Raw -1086437.836794 + Penalty 2958.576335 = -1083479.260460
  nChanged 11
		SP:Iteration 26Q (144633.500000 sec): 3 clusters
  Score: Raw -1086444.866282 + Penalty 2958.576335 = -1083486.289948
  nChanged 6
		SP:Iteration 27Q (144633.680000 sec): 3 clusters
  Score: Raw -1086448.447712 + Penalty 2958.576335 = -1083489.871377
  nChanged 13
		SP:Iteration 28Q (144633.810000 sec): 3 clusters
  Score: Raw -1086458.947105 + Penalty 2958.576335 = -1083500.370770
  nChanged 3
		SP:Iteration 29Q (144634.000000 sec): 3 clusters
  Score: Raw -1086460.162757 + Penalty 2958.576335 = -1083501.586422
  nChanged 0
		SP:Iteration 30F (144634.190000 sec): 3 clusters
  Score: Raw -1086460.162757 + Penalty 2958.576335 = -1083501.586422
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 64 (176 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (144634.270000 sec): 2 clusters
  Score: Raw -17653.903409 + Penalty 840.203649 = -16813.699760
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (144634.450000 sec): 3 clusters
  Score: Raw -17781.917764 + Penalty 1680.407298 = -16101.510466
  nChanged 34
		SP:Iteration 1F (144634.620000 sec): 3 clusters
  Score: Raw -17957.498181 + Penalty 1680.407298 = -16277.090883
  nChanged 15
		SP:Iteration 2F (144634.800000 sec): 3 clusters
  Score: Raw -18068.939405 + Penalty 1680.407298 = -16388.532107
  nChanged 4
		SP:Iteration 3Q (144634.980000 sec): 3 clusters
  Score: Raw -18113.499803 + Penalty 1680.407298 = -16433.092505
  nChanged 2
		SP:Iteration 4Q (144635.150000 sec): 3 clusters
  Score: Raw -18131.740339 + Penalty 1680.407298 = -16451.333041
  nChanged 0
		SP:Iteration 5F (144635.330000 sec): 3 clusters
  Score: Raw -18131.740339 + Penalty 1680.407298 = -16451.333041
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 65 (181 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (144635.420000 sec): 2 clusters
  Score: Raw -13222.956813 + Penalty 844.755768 = -12378.201045
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (144635.460000 sec): 3 clusters
  Score: Raw -13395.257400 + Penalty 1689.511535 = -11705.745865
  nChanged 25
		SP:Iteration 1F (144635.470000 sec): 3 clusters
  Score: Raw -13514.170056 + Penalty 1689.511535 = -11824.658521
  nChanged 10
		SP:Iteration 2F (144635.480000 sec): 3 clusters
  Score: Raw -13568.617496 + Penalty 1689.511535 = -11879.105961
  nChanged 9
		SP:Iteration 3Q (144635.480000 sec): 3 clusters
  Score: Raw -13647.377630 + Penalty 1689.511535 = -11957.866095
  nChanged 4
		SP:Iteration 4Q (144635.480000 sec): 3 clusters
  Score: Raw -13670.670053 + Penalty 1689.511535 = -11981.158518
  nChanged 0
		SP:Iteration 5F (144635.490000 sec): 3 clusters
  Score: Raw -13670.670053 + Penalty 1689.511535 = -11981.158518
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 66 (1463 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (144635.540000 sec): 2 clusters
  Score: Raw -175416.520078 + Penalty 1184.339715 = -174232.180362
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (144635.580000 sec): 3 clusters
  Score: Raw -174847.519789 + Penalty 2368.679430 = -172478.840358
  nChanged 456
		SP:Iteration 1F (144635.610000 sec): 3 clusters
  Score: Raw -175185.731534 + Penalty 2368.679430 = -172817.052104
  nChanged 112
		SP:Iteration 2F (144635.640000 sec): 3 clusters
  Score: Raw -175276.568601 + Penalty 2368.679430 = -172907.889171
  nChanged 66
		SP:Iteration 3Q (144635.680000 sec): 3 clusters
  Score: Raw -175328.006883 + Penalty 2368.679430 = -172959.327453
  nChanged 49
		SP:Iteration 4Q (144635.710000 sec): 3 clusters
  Score: Raw -175369.680151 + Penalty 2368.679430 = -173001.000721
  nChanged 45
		SP:Iteration 5Q (144635.740000 sec): 3 clusters
  Score: Raw -175396.643550 + Penalty 2368.679430 = -173027.964120
  nChanged 20
		SP:Iteration 6Q (144635.780000 sec): 3 clusters
  Score: Raw -175415.090487 + Penalty 2368.679430 = -173046.411057
  nChanged 21
		SP:Iteration 7Q (144635.810000 sec): 3 clusters
  Score: Raw -175433.229652 + Penalty 2368.679430 = -173064.550221
  nChanged 19
		SP:Iteration 8Q (144635.950000 sec): 3 clusters
  Score: Raw -175449.714795 + Penalty 2368.679430 = -173081.035365
  nChanged 20
		SP:Iteration 9Q (144636.130000 sec): 3 clusters
  Score: Raw -175463.426389 + Penalty 2368.679430 = -173094.746958
  nChanged 13
		SP:Iteration 10Q (144636.300000 sec): 3 clusters
  Score: Raw -175471.755958 + Penalty 2368.679430 = -173103.076527
  nChanged 15
		SP:Iteration 11Q (144636.480000 sec): 3 clusters
  Score: Raw -175480.414074 + Penalty 2368.679430 = -173111.734644
  nChanged 11
		SP:Iteration 12Q (144636.660000 sec): 3 clusters
  Score: Raw -175488.229062 + Penalty 2368.679430 = -173119.549632
  nChanged 7
		SP:Iteration 13Q (144636.830000 sec): 3 clusters
  Score: Raw -175491.600676 + Penalty 2368.679430 = -173122.921245
  nChanged 6
		SP:Iteration 14Q (144637.010000 sec): 3 clusters
  Score: Raw -175494.076615 + Penalty 2368.679430 = -173125.397185
  nChanged 5
		SP:Iteration 15Q (144637.180000 sec): 3 clusters
  Score: Raw -175497.821582 + Penalty 2368.679430 = -173129.142151
  nChanged 6
		SP:Iteration 16Q (144637.360000 sec): 3 clusters
  Score: Raw -175500.872405 + Penalty 2368.679430 = -173132.192975
  nChanged 4
		SP:Iteration 17Q (144637.540000 sec): 3 clusters
  Score: Raw -175504.728823 + Penalty 2368.679430 = -173136.049392
  nChanged 8
		SP:Iteration 18Q (144637.710000 sec): 3 clusters
  Score: Raw -175508.523745 + Penalty 2368.679430 = -173139.844315
  nChanged 2
		SP:Iteration 19Q (144637.900000 sec): 3 clusters
  Score: Raw -175509.864706 + Penalty 2368.679430 = -173141.185276
  nChanged 1
		SP:Iteration 20F (144638.060000 sec): 3 clusters
  Score: Raw -175510.057266 + Penalty 2368.679430 = -173141.377836
  nChanged 1
		SP:Iteration 21Q (144638.240000 sec): 3 clusters
  Score: Raw -175510.312718 + Penalty 2368.679430 = -173141.633288
  nChanged 0
		SP:Iteration 22F (144638.410000 sec): 3 clusters
  Score: Raw -175510.312718 + Penalty 2368.679430 = -173141.633288
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 67 (127 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (144638.500000 sec): 2 clusters
  Score: Raw -8944.653045 + Penalty 787.180402 = -8157.472643
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (144638.680000 sec): 3 clusters
  Score: Raw -9250.304299 + Penalty 1574.360803 = -7675.943496
  nChanged 9
		SP:Iteration 1F (144638.850000 sec): 3 clusters
  Score: Raw -9286.834778 + Penalty 1574.360803 = -7712.473974
  nChanged 5
		SP:Iteration 2Q (144639.030000 sec): 3 clusters
  Score: Raw -9306.263540 + Penalty 1574.360803 = -7731.902737
  nChanged 4
		SP:Iteration 3Q (144639.200000 sec): 3 clusters
  Score: Raw -9321.615625 + Penalty 1574.360803 = -7747.254822
  nChanged 1
		SP:Iteration 4Q (144639.380000 sec): 3 clusters
  Score: Raw -9324.864523 + Penalty 1574.360803 = -7750.503720
  nChanged 0
		SP:Iteration 5F (144639.510000 sec): 3 clusters
  Score: Raw -9324.864523 + Penalty 1574.360803 = -7750.503720
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 68 (1353 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (144639.600000 sec): 2 clusters
  Score: Raw -158201.200977 + Penalty 1171.637940 = -157029.563037
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (144639.780000 sec): 3 clusters
  Score: Raw -157687.967436 + Penalty 2343.275879 = -155344.691557
  nChanged 436
		SP:Iteration 1F (144639.950000 sec): 3 clusters
  Score: Raw -158028.300993 + Penalty 2343.275879 = -155685.025114
  nChanged 95
		SP:Iteration 2F (144640.130000 sec): 3 clusters
  Score: Raw -158124.618250 + Penalty 2343.275879 = -155781.342371
  nChanged 66
		SP:Iteration 3Q (144640.300000 sec): 3 clusters
  Score: Raw -158188.396908 + Penalty 2343.275879 = -155845.121029
  nChanged 42
		SP:Iteration 4Q (144640.480000 sec): 3 clusters
  Score: Raw -158225.037766 + Penalty 2343.275879 = -155881.761887
  nChanged 34
		SP:Iteration 5Q (144640.660000 sec): 3 clusters
  Score: Raw -158251.308210 + Penalty 2343.275879 = -155908.032331
  nChanged 26
		SP:Iteration 6Q (144640.830000 sec): 3 clusters
  Score: Raw -158271.998399 + Penalty 2343.275879 = -155928.722520
  nChanged 15
		SP:Iteration 7Q (144641.010000 sec): 3 clusters
  Score: Raw -158283.134658 + Penalty 2343.275879 = -155939.858778
  nChanged 10
		SP:Iteration 8Q (144641.180000 sec): 3 clusters
  Score: Raw -158289.585628 + Penalty 2343.275879 = -155946.309749
  nChanged 6
		SP:Iteration 9Q (144641.360000 sec): 3 clusters
  Score: Raw -158293.136673 + Penalty 2343.275879 = -155949.860794
  nChanged 8
		SP:Iteration 10Q (144641.540000 sec): 3 clusters
  Score: Raw -158298.850612 + Penalty 2343.275879 = -155955.574732
  nChanged 7
		SP:Iteration 11Q (144641.710000 sec): 3 clusters
  Score: Raw -158306.598932 + Penalty 2343.275879 = -155963.323053
  nChanged 13
		SP:Iteration 12Q (144641.850000 sec): 3 clusters
  Score: Raw -158316.743141 + Penalty 2343.275879 = -155973.467262
  nChanged 17
		SP:Iteration 13Q (144641.880000 sec): 3 clusters
  Score: Raw -158326.994638 + Penalty 2343.275879 = -155983.718759
  nChanged 10
		SP:Iteration 14Q (144641.910000 sec): 3 clusters
  Score: Raw -158335.042904 + Penalty 2343.275879 = -155991.767025
  nChanged 15
		SP:Iteration 15Q (144641.940000 sec): 3 clusters
  Score: Raw -158347.326388 + Penalty 2343.275879 = -156004.050508
  nChanged 18
		SP:Iteration 16Q (144641.970000 sec): 3 clusters
  Score: Raw -158371.981103 + Penalty 2343.275879 = -156028.705224
  nChanged 22
		SP:Iteration 17Q (144642.000000 sec): 3 clusters
  Score: Raw -158389.563139 + Penalty 2343.275879 = -156046.287259
  nChanged 16
		SP:Iteration 18Q (144642.040000 sec): 3 clusters
  Score: Raw -158408.873204 + Penalty 2343.275879 = -156065.597325
  nChanged 17
		SP:Iteration 19Q (144642.070000 sec): 3 clusters
  Score: Raw -158426.328651 + Penalty 2343.275879 = -156083.052772
  nChanged 26
		SP:Iteration 20F (144642.100000 sec): 3 clusters
  Score: Raw -158451.982356 + Penalty 2343.275879 = -156108.706477
  nChanged 27
		SP:Iteration 21Q (144642.130000 sec): 3 clusters
  Score: Raw -158485.918989 + Penalty 2343.275879 = -156142.643110
  nChanged 25
		SP:Iteration 22Q (144642.160000 sec): 3 clusters
  Score: Raw -158520.587239 + Penalty 2343.275879 = -156177.311360
  nChanged 32
		SP:Iteration 23Q (144642.190000 sec): 3 clusters
  Score: Raw -158557.559963 + Penalty 2343.275879 = -156214.284084
  nChanged 32
		SP:Iteration 24Q (144642.220000 sec): 3 clusters
  Score: Raw -158609.395879 + Penalty 2343.275879 = -156266.120000
  nChanged 27
		SP:Iteration 25Q (144642.260000 sec): 3 clusters
  Score: Raw -158690.760660 + Penalty 2343.275879 = -156347.484781
  nChanged 33
		SP:Iteration 26Q (144642.290000 sec): 3 clusters
  Score: Raw -158731.291402 + Penalty 2343.275879 = -156388.015523
  nChanged 22
		SP:Iteration 27Q (144642.320000 sec): 3 clusters
  Score: Raw -158750.597669 + Penalty 2343.275879 = -156407.321790
  nChanged 13
		SP:Iteration 28Q (144642.350000 sec): 3 clusters
  Score: Raw -158761.012169 + Penalty 2343.275879 = -156417.736290
  nChanged 6
		SP:Iteration 29Q (144642.380000 sec): 3 clusters
  Score: Raw -158764.934636 + Penalty 2343.275879 = -156421.658757
  nChanged 6
		SP:Iteration 30Q (144642.410000 sec): 3 clusters
  Score: Raw -158768.532764 + Penalty 2343.275879 = -156425.256885
  nChanged 4
		SP:Iteration 31Q (144642.440000 sec): 3 clusters
  Score: Raw -158772.809087 + Penalty 2343.275879 = -156429.533208
  nChanged 9
		SP:Iteration 32Q (144642.480000 sec): 3 clusters
  Score: Raw -158780.237221 + Penalty 2343.275879 = -156436.961342
  nChanged 6
		SP:Iteration 33Q (144642.510000 sec): 3 clusters
  Score: Raw -158788.364480 + Penalty 2343.275879 = -156445.088601
  nChanged 7
		SP:Iteration 34Q (144642.700000 sec): 3 clusters
  Score: Raw -158793.421462 + Penalty 2343.275879 = -156450.145583
  nChanged 6
		SP:Iteration 35Q (144642.860000 sec): 3 clusters
  Score: Raw -158798.485546 + Penalty 2343.275879 = -156455.209667
  nChanged 4
		SP:Iteration 36Q (144643.030000 sec): 3 clusters
  Score: Raw -158802.385946 + Penalty 2343.275879 = -156459.110067
  nChanged 4
		SP:Iteration 37Q (144643.200000 sec): 3 clusters
  Score: Raw -158804.867798 + Penalty 2343.275879 = -156461.591919
  nChanged 3
		SP:Iteration 38Q (144643.370000 sec): 3 clusters
  Score: Raw -158806.247273 + Penalty 2343.275879 = -156462.971394
  nChanged 1
		SP:Iteration 39Q (144643.540000 sec): 3 clusters
  Score: Raw -158807.842434 + Penalty 2343.275879 = -156464.566555
  nChanged 1
		SP:Iteration 40F (144643.700000 sec): 3 clusters
  Score: Raw -158808.474114 + Penalty 2343.275879 = -156465.198235
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 69 (166 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (144643.770000 sec): 2 clusters
  Score: Raw -14373.447967 + Penalty 830.698016 = -13542.749952
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (144643.950000 sec): 3 clusters
  Score: Raw -14539.426159 + Penalty 1661.396031 = -12878.030128
  nChanged 30
		SP:Iteration 1F (144644.120000 sec): 3 clusters
  Score: Raw -14670.800707 + Penalty 1661.396031 = -13009.404676
  nChanged 6
		SP:Iteration 2Q (144644.300000 sec): 3 clusters
  Score: Raw -14698.707266 + Penalty 1661.396031 = -13037.311234
  nChanged 1
		SP:Iteration 3Q (144644.480000 sec): 3 clusters
  Score: Raw -14701.039844 + Penalty 1661.396031 = -13039.643813
  nChanged 0
		SP:Iteration 4F (144644.650000 sec): 3 clusters
  Score: Raw -14701.039844 + Penalty 1661.396031 = -13039.643813
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 70 (37658 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (144644.890000 sec): 2 clusters
  Score: Raw -4546412.517164 + Penalty 1712.148863 = -4544700.368301
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (144645.280000 sec): 3 clusters
  Score: Raw -4522865.053293 + Penalty 3424.297726 = -4519440.755568
  nChanged 17379
		SP:Iteration 1F (144645.720000 sec): 3 clusters
  Score: Raw -4532527.535975 + Penalty 3424.297726 = -4529103.238250
  nChanged 1702
		SP:Iteration 2Q (144646.140000 sec): 3 clusters
  Score: Raw -4533115.791371 + Penalty 3424.297726 = -4529691.493645
  nChanged 1751
		SP:Iteration 3Q (144646.580000 sec): 3 clusters
  Score: Raw -4533802.160558 + Penalty 3424.297726 = -4530377.862832
  nChanged 1828
		SP:Iteration 4Q (144647.060000 sec): 3 clusters
  Score: Raw -4534654.172884 + Penalty 3424.297726 = -4531229.875159
  nChanged 2007
		SP:Iteration 5F (144647.490000 sec): 3 clusters
  Score: Raw -4535820.532092 + Penalty 3424.297726 = -4532396.234366
  nChanged 2198
		SP:Iteration 6F (144647.920000 sec): 3 clusters
  Score: Raw -4537311.595669 + Penalty 3424.297726 = -4533887.297943
  nChanged 2293
		SP:Iteration 7F (144648.400000 sec): 3 clusters
  Score: Raw -4539021.953865 + Penalty 3424.297726 = -4535597.656139
  nChanged 2201
		SP:Iteration 8F (144648.840000 sec): 3 clusters
  Score: Raw -4540718.795517 + Penalty 3424.297726 = -4537294.497791
  nChanged 1954
		SP:Iteration 9F (144649.310000 sec): 3 clusters
  Score: Raw -4542284.557542 + Penalty 3424.297726 = -4538860.259817
  nChanged 1631
		SP:Iteration 10Q (144649.800000 sec): 3 clusters
  Score: Raw -4543608.080592 + Penalty 3424.297726 = -4540183.782867
  nChanged 1254
		SP:Iteration 11Q (144650.350000 sec): 3 clusters
  Score: Raw -4544584.523946 + Penalty 3424.297726 = -4541160.226220
  nChanged 925
		SP:Iteration 12Q (144650.780000 sec): 3 clusters
  Score: Raw -4545278.630531 + Penalty 3424.297726 = -4541854.332805
  nChanged 638
		SP:Iteration 13Q (144651.240000 sec): 3 clusters
  Score: Raw -4545723.977572 + Penalty 3424.297726 = -4542299.679846
  nChanged 439
		SP:Iteration 14Q (144651.660000 sec): 3 clusters
  Score: Raw -4546042.226251 + Penalty 3424.297726 = -4542617.928525
  nChanged 302
		SP:Iteration 15Q (144652.100000 sec): 3 clusters
  Score: Raw -4546239.036327 + Penalty 3424.297726 = -4542814.738601
  nChanged 190
		SP:Iteration 16Q (144652.490000 sec): 3 clusters
  Score: Raw -4546366.898054 + Penalty 3424.297726 = -4542942.600328
  nChanged 137
		SP:Iteration 17Q (144652.890000 sec): 3 clusters
  Score: Raw -4546445.516273 + Penalty 3424.297726 = -4543021.218547
  nChanged 95
		SP:Iteration 18Q (144653.280000 sec): 3 clusters
  Score: Raw -4546500.107724 + Penalty 3424.297726 = -4543075.809998
  nChanged 64
		SP:Iteration 19Q (144653.670000 sec): 3 clusters
  Score: Raw -4546540.236453 + Penalty 3424.297726 = -4543115.938727
  nChanged 52
		SP:Iteration 20F (144654.050000 sec): 3 clusters
  Score: Raw -4546572.120736 + Penalty 3424.297726 = -4543147.823010
  nChanged 38
		SP:Iteration 21Q (144654.460000 sec): 3 clusters
  Score: Raw -4546594.178796 + Penalty 3424.297726 = -4543169.881070
  nChanged 26
		SP:Iteration 22Q (144654.850000 sec): 3 clusters
  Score: Raw -4546611.470734 + Penalty 3424.297726 = -4543187.173008
  nChanged 32
		SP:Iteration 23Q (144655.190000 sec): 3 clusters
  Score: Raw -4546635.928986 + Penalty 3424.297726 = -4543211.631260
  nChanged 32
		SP:Iteration 24Q (144655.620000 sec): 3 clusters
  Score: Raw -4546657.622775 + Penalty 3424.297726 = -4543233.325050
  nChanged 17
		SP:Iteration 25Q (144656.050000 sec): 3 clusters
  Score: Raw -4546668.776752 + Penalty 3424.297726 = -4543244.479026
  nChanged 13
		SP:Iteration 26Q (144656.450000 sec): 3 clusters
  Score: Raw -4546674.411298 + Penalty 3424.297726 = -4543250.113573
  nChanged 7
		SP:Iteration 27Q (144656.840000 sec): 3 clusters
  Score: Raw -4546678.698341 + Penalty 3424.297726 = -4543254.400615
  nChanged 8
		SP:Iteration 28Q (144657.230000 sec): 3 clusters
  Score: Raw -4546684.469306 + Penalty 3424.297726 = -4543260.171580
  nChanged 8
		SP:Iteration 29Q (144657.660000 sec): 3 clusters
  Score: Raw -4546690.353674 + Penalty 3424.297726 = -4543266.055949
  nChanged 8
		SP:Iteration 30Q (144658.040000 sec): 3 clusters
  Score: Raw -4546696.179378 + Penalty 3424.297726 = -4543271.881652
  nChanged 1
		SP:Iteration 31Q (144658.420000 sec): 3 clusters
  Score: Raw -4546696.535668 + Penalty 3424.297726 = -4543272.237942
  nChanged 1
		SP:Iteration 32Q (144658.810000 sec): 3 clusters
  Score: Raw -4546697.121925 + Penalty 3424.297726 = -4543272.824200
  nChanged 0
		SP:Iteration 33F (144659.280000 sec): 3 clusters
  Score: Raw -4546697.121925 + Penalty 3424.297726 = -4543272.824200
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 71 (210 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (144659.370000 sec): 2 clusters
  Score: Raw -15545.537774 + Penalty 868.904974 = -14676.632800
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (144659.550000 sec): 3 clusters
  Score: Raw -15718.946201 + Penalty 1737.809947 = -13981.136253
  nChanged 41
		SP:Iteration 1F (144659.720000 sec): 3 clusters
  Score: Raw -15929.273591 + Penalty 1737.809947 = -14191.463643
  nChanged 11
		SP:Iteration 2F (144659.900000 sec): 3 clusters
  Score: Raw -15973.949153 + Penalty 1737.809947 = -14236.139205
  nChanged 2
		SP:Iteration 3Q (144660.070000 sec): 3 clusters
  Score: Raw -15977.829859 + Penalty 1737.809947 = -14240.019912
  nChanged 1
		SP:Iteration 4Q (144660.250000 sec): 3 clusters
  Score: Raw -15981.250138 + Penalty 1737.809947 = -14243.440190
  nChanged 1
		SP:Iteration 5Q (144660.430000 sec): 3 clusters
  Score: Raw -15987.493811 + Penalty 1737.809947 = -14249.683864
  nChanged 2
		SP:Iteration 6Q (144660.600000 sec): 3 clusters
  Score: Raw -15993.135594 + Penalty 1737.809947 = -14255.325646
  nChanged 0
		SP:Iteration 7F (144660.780000 sec): 3 clusters
  Score: Raw -15993.135594 + Penalty 1737.809947 = -14255.325646
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 72 (312 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (144660.870000 sec): 2 clusters
  Score: Raw -46126.063296 + Penalty 933.238018 = -45192.825278
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (144661.040000 sec): 3 clusters
  Score: Raw -46203.371988 + Penalty 1866.476036 = -44336.895952
  nChanged 69
		SP:Iteration 1F (144661.220000 sec): 3 clusters
  Score: Raw -46349.671934 + Penalty 1866.476036 = -44483.195898
  nChanged 19
		SP:Iteration 2F (144661.390000 sec): 3 clusters
  Score: Raw -46416.805482 + Penalty 1866.476036 = -44550.329446
  nChanged 12
		SP:Iteration 3Q (144661.570000 sec): 3 clusters
  Score: Raw -46441.313623 + Penalty 1866.476036 = -44574.837587
  nChanged 6
		SP:Iteration 4Q (144661.740000 sec): 3 clusters
  Score: Raw -46452.005016 + Penalty 1866.476036 = -44585.528980
  nChanged 4
		SP:Iteration 5Q (144661.920000 sec): 3 clusters
  Score: Raw -46468.334612 + Penalty 1866.476036 = -44601.858576
  nChanged 6
		SP:Iteration 6Q (144662.090000 sec): 3 clusters
  Score: Raw -46486.304303 + Penalty 1866.476036 = -44619.828267
  nChanged 2
		SP:Iteration 7Q (144662.270000 sec): 3 clusters
  Score: Raw -46489.642381 + Penalty 1866.476036 = -44623.166345
  nChanged 1
		SP:Iteration 8Q (144662.450000 sec): 3 clusters
  Score: Raw -46490.144495 + Penalty 1866.476036 = -44623.668459
  nChanged 2
		SP:Iteration 9Q (144662.620000 sec): 3 clusters
  Score: Raw -46493.317730 + Penalty 1866.476036 = -44626.841694
  nChanged 2
		SP:Iteration 10Q (144662.800000 sec): 3 clusters
  Score: Raw -46497.494267 + Penalty 1866.476036 = -44631.018231
  nChanged 2
		SP:Iteration 11Q (144662.970000 sec): 3 clusters
  Score: Raw -46499.989282 + Penalty 1866.476036 = -44633.513246
  nChanged 3
		SP:Iteration 12Q (144663.150000 sec): 3 clusters
  Score: Raw -46518.340147 + Penalty 1866.476036 = -44651.864111
  nChanged 3
		SP:Iteration 13Q (144663.330000 sec): 3 clusters
  Score: Raw -46525.335311 + Penalty 1866.476036 = -44658.859275
  nChanged 4
		SP:Iteration 14Q (144663.500000 sec): 3 clusters
  Score: Raw -46547.595822 + Penalty 1866.476036 = -44681.119786
  nChanged 4
		SP:Iteration 15Q (144663.680000 sec): 3 clusters
  Score: Raw -46566.693115 + Penalty 1866.476036 = -44700.217079
  nChanged 2
		SP:Iteration 16Q (144663.850000 sec): 3 clusters
  Score: Raw -46572.264321 + Penalty 1866.476036 = -44705.788285
  nChanged 2
		SP:Iteration 17Q (144664.030000 sec): 3 clusters
  Score: Raw -46582.275113 + Penalty 1866.476036 = -44715.799077
  nChanged 2
		SP:Iteration 18Q (144664.210000 sec): 3 clusters
  Score: Raw -46595.227414 + Penalty 1866.476036 = -44728.751378
  nChanged 3
		SP:Iteration 19Q (144664.390000 sec): 3 clusters
  Score: Raw -46614.243221 + Penalty 1866.476036 = -44747.767185
  nChanged 5
		SP:Iteration 20F (144664.560000 sec): 3 clusters
  Score: Raw -46633.864321 + Penalty 1866.476036 = -44767.388285
  nChanged 2
		SP:Iteration 21Q (144664.730000 sec): 3 clusters
  Score: Raw -46646.383789 + Penalty 1866.476036 = -44779.907753
  nChanged 1
		SP:Iteration 22Q (144664.910000 sec): 3 clusters
  Score: Raw -46649.248855 + Penalty 1866.476036 = -44782.772819
  nChanged 2
		SP:Iteration 23Q (144665.090000 sec): 3 clusters
  Score: Raw -46655.460410 + Penalty 1866.476036 = -44788.984374
  nChanged 0
		SP:Iteration 24F (144665.260000 sec): 3 clusters
  Score: Raw -46655.460410 + Penalty 1866.476036 = -44788.984374
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 73 (133 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (144665.350000 sec): 2 clusters
  Score: Raw -15200.224583 + Penalty 794.681733 = -14405.542850
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (144665.520000 sec): 3 clusters
  Score: Raw -15442.575979 + Penalty 1589.363467 = -13853.212512
  nChanged 8
		SP:Iteration 1F (144665.700000 sec): 3 clusters
  Score: Raw -15471.422203 + Penalty 1589.363467 = -13882.058736
  nChanged 3
		SP:Iteration 2Q (144665.870000 sec): 3 clusters
  Score: Raw -15482.556418 + Penalty 1589.363467 = -13893.192952
  nChanged 1
		SP:Iteration 3Q (144666.030000 sec): 3 clusters
  Score: Raw -15484.251047 + Penalty 1589.363467 = -13894.887581
  nChanged 0
		SP:Iteration 4F (144666.200000 sec): 3 clusters
  Score: Raw -15484.251047 + Penalty 1589.363467 = -13894.887581
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 74 (8523 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (144666.300000 sec): 2 clusters
  Score: Raw -1070258.845278 + Penalty 1470.710096 = -1068788.135181
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (144666.500000 sec): 3 clusters
  Score: Raw -1065539.628042 + Penalty 2941.420193 = -1062598.207849
  nChanged 3578
		SP:Iteration 1F (144666.680000 sec): 3 clusters
  Score: Raw -1067575.604023 + Penalty 2941.420193 = -1064634.183830
  nChanged 619
		SP:Iteration 2F (144666.860000 sec): 3 clusters
  Score: Raw -1067900.178993 + Penalty 2941.420193 = -1064958.758800
  nChanged 461
		SP:Iteration 3F (144667.040000 sec): 3 clusters
  Score: Raw -1068141.347366 + Penalty 2941.420193 = -1065199.927173
  nChanged 432
		SP:Iteration 4F (144667.210000 sec): 3 clusters
  Score: Raw -1068349.949354 + Penalty 2941.420193 = -1065408.529161
  nChanged 380
		SP:Iteration 5Q (144667.390000 sec): 3 clusters
  Score: Raw -1068556.989627 + Penalty 2941.420193 = -1065615.569434
  nChanged 388
		SP:Iteration 6Q (144667.580000 sec): 3 clusters
  Score: Raw -1068775.259129 + Penalty 2941.420193 = -1065833.838936
  nChanged 395
		SP:Iteration 7Q (144667.770000 sec): 3 clusters
  Score: Raw -1069018.968503 + Penalty 2941.420193 = -1066077.548310
  nChanged 359
		SP:Iteration 8Q (144667.890000 sec): 3 clusters
  Score: Raw -1069254.432022 + Penalty 2941.420193 = -1066313.011829
  nChanged 375
		SP:Iteration 9Q (144668.010000 sec): 3 clusters
  Score: Raw -1069533.867239 + Penalty 2941.420193 = -1066592.447046
  nChanged 371
		SP:Iteration 10Q (144668.150000 sec): 3 clusters
  Score: Raw -1069809.643717 + Penalty 2941.420193 = -1066868.223524
  nChanged 336
		SP:Iteration 11Q (144668.280000 sec): 3 clusters
  Score: Raw -1070076.772842 + Penalty 2941.420193 = -1067135.352650
  nChanged 277
		SP:Iteration 12Q (144668.410000 sec): 3 clusters
  Score: Raw -1070305.658125 + Penalty 2941.420193 = -1067364.237932
  nChanged 211
		SP:Iteration 13Q (144668.540000 sec): 3 clusters
  Score: Raw -1070477.544538 + Penalty 2941.420193 = -1067536.124345
  nChanged 129
		SP:Iteration 14Q (144668.670000 sec): 3 clusters
  Score: Raw -1070584.436670 + Penalty 2941.420193 = -1067643.016477
  nChanged 77
		SP:Iteration 15Q (144668.810000 sec): 3 clusters
  Score: Raw -1070642.762341 + Penalty 2941.420193 = -1067701.342148
  nChanged 39
		SP:Iteration 16Q (144669.020000 sec): 3 clusters
  Score: Raw -1070670.858693 + Penalty 2941.420193 = -1067729.438500
  nChanged 34
		SP:Iteration 17Q (144669.210000 sec): 3 clusters
  Score: Raw -1070697.452809 + Penalty 2941.420193 = -1067756.032616
  nChanged 32
		SP:Iteration 18Q (144669.400000 sec): 3 clusters
  Score: Raw -1070728.582381 + Penalty 2941.420193 = -1067787.162188
  nChanged 25
		SP:Iteration 19Q (144669.600000 sec): 3 clusters
  Score: Raw -1070748.086089 + Penalty 2941.420193 = -1067806.665896
  nChanged 11
		SP:Iteration 20F (144669.800000 sec): 3 clusters
  Score: Raw -1070756.814909 + Penalty 2941.420193 = -1067815.394717
  nChanged 16
		SP:Iteration 21Q (144670.070000 sec): 3 clusters
  Score: Raw -1070770.304117 + Penalty 2941.420193 = -1067828.883924
  nChanged 11
		SP:Iteration 22Q (144670.230000 sec): 3 clusters
  Score: Raw -1070779.719875 + Penalty 2941.420193 = -1067838.299682
  nChanged 4
		SP:Iteration 23Q (144670.420000 sec): 3 clusters
  Score: Raw -1070782.579296 + Penalty 2941.420193 = -1067841.159104
  nChanged 5
		SP:Iteration 24Q (144670.620000 sec): 3 clusters
  Score: Raw -1070786.033199 + Penalty 2941.420193 = -1067844.613006
  nChanged 4
		SP:Iteration 25Q (144670.810000 sec): 3 clusters
  Score: Raw -1070788.715283 + Penalty 2941.420193 = -1067847.295090
  nChanged 3
		SP:Iteration 26Q (144671.010000 sec): 3 clusters
  Score: Raw -1070791.274523 + Penalty 2941.420193 = -1067849.854330
  nChanged 3
		SP:Iteration 27Q (144671.200000 sec): 3 clusters
  Score: Raw -1070794.184801 + Penalty 2941.420193 = -1067852.764609
  nChanged 4
		SP:Iteration 28Q (144671.440000 sec): 3 clusters
  Score: Raw -1070797.466781 + Penalty 2941.420193 = -1067856.046588
  nChanged 2
		SP:Iteration 29Q (144671.630000 sec): 3 clusters
  Score: Raw -1070799.206869 + Penalty 2941.420193 = -1067857.786676
  nChanged 5
		SP:Iteration 30Q (144671.830000 sec): 3 clusters
  Score: Raw -1070806.998602 + Penalty 2941.420193 = -1067865.578409
  nChanged 5
		SP:Iteration 31Q (144672.020000 sec): 3 clusters
  Score: Raw -1070813.253035 + Penalty 2941.420193 = -1067871.832842
  nChanged 4
		SP:Iteration 32Q (144672.220000 sec): 3 clusters
  Score: Raw -1070817.915020 + Penalty 2941.420193 = -1067876.494827
  nChanged 1
		SP:Iteration 33Q (144672.410000 sec): 3 clusters
  Score: Raw -1070818.757930 + Penalty 2941.420193 = -1067877.337737
  nChanged 2
		SP:Iteration 34Q (144672.610000 sec): 3 clusters
  Score: Raw -1070820.589419 + Penalty 2941.420193 = -1067879.169226
  nChanged 3
		SP:Iteration 35Q (144672.800000 sec): 3 clusters
  Score: Raw -1070822.867326 + Penalty 2941.420193 = -1067881.447133
  nChanged 1
		SP:Iteration 36Q (144672.990000 sec): 3 clusters
  Score: Raw -1070825.384525 + Penalty 2941.420193 = -1067883.964332
  nChanged 2
		SP:Iteration 37Q (144673.220000 sec): 3 clusters
  Score: Raw -1070827.114947 + Penalty 2941.420193 = -1067885.694754
  nChanged 1
		SP:Iteration 38Q (144673.430000 sec): 3 clusters
  Score: Raw -1070827.613942 + Penalty 2941.420193 = -1067886.193749
  nChanged 1
		SP:Iteration 39Q (144673.620000 sec): 3 clusters
  Score: Raw -1070829.435517 + Penalty 2941.420193 = -1067888.015324
  nChanged 2
		SP:Iteration 40F (144673.810000 sec): 3 clusters
  Score: Raw -1070831.889589 + Penalty 2941.420193 = -1067890.469396
  nChanged 2
		SP:Iteration 41Q (144674.010000 sec): 3 clusters
  Score: Raw -1070833.399494 + Penalty 2941.420193 = -1067891.979301
  nChanged 2
		SP:Iteration 42Q (144674.210000 sec): 3 clusters
  Score: Raw -1070834.703015 + Penalty 2941.420193 = -1067893.282822
  nChanged 0
		SP:Iteration 43F (144674.400000 sec): 3 clusters
  Score: Raw -1070834.703015 + Penalty 2941.420193 = -1067893.282822
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 75 (190 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (144674.480000 sec): 2 clusters
  Score: Raw -14958.902666 + Penalty 852.641412 = -14106.261254
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (144674.660000 sec): 3 clusters
  Score: Raw -15091.012166 + Penalty 1705.282823 = -13385.729342
  nChanged 33
		SP:Iteration 1F (144674.830000 sec): 3 clusters
  Score: Raw -15230.554930 + Penalty 1705.282823 = -13525.272107
  nChanged 11
		SP:Iteration 2F (144675.010000 sec): 3 clusters
  Score: Raw -15298.006484 + Penalty 1705.282823 = -13592.723660
  nChanged 7
		SP:Iteration 3Q (144675.190000 sec): 3 clusters
  Score: Raw -15320.242941 + Penalty 1705.282823 = -13614.960118
  nChanged 1
		SP:Iteration 4Q (144675.360000 sec): 3 clusters
  Score: Raw -15322.891883 + Penalty 1705.282823 = -13617.609060
  nChanged 1
		SP:Iteration 5Q (144675.540000 sec): 3 clusters
  Score: Raw -15327.502999 + Penalty 1705.282823 = -13622.220175
  nChanged 0
		SP:Iteration 6F (144675.710000 sec): 3 clusters
  Score: Raw -15327.502999 + Penalty 1705.282823 = -13622.220175
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 76 (12841 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (144675.890000 sec): 2 clusters
  Score: Raw -1608352.552159 + Penalty 1537.314749 = -1606815.237410
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (144676.170000 sec): 3 clusters
  Score: Raw -1600951.009869 + Penalty 3074.629498 = -1597876.380371
  nChanged 5736
		SP:Iteration 1F (144676.410000 sec): 3 clusters
  Score: Raw -1603964.405431 + Penalty 3074.629498 = -1600889.775933
  nChanged 732
		SP:Iteration 2F (144676.640000 sec): 3 clusters
  Score: Raw -1604287.664049 + Penalty 3074.629498 = -1601213.034551
  nChanged 659
		SP:Iteration 3F (144676.860000 sec): 3 clusters
  Score: Raw -1604576.808930 + Penalty 3074.629498 = -1601502.179431
  nChanged 602
		SP:Iteration 4Q (144677.070000 sec): 3 clusters
  Score: Raw -1604854.241189 + Penalty 3074.629498 = -1601779.611691
  nChanged 571
		SP:Iteration 5Q (144677.360000 sec): 3 clusters
  Score: Raw -1605116.298799 + Penalty 3074.629498 = -1602041.669301
  nChanged 545
		SP:Iteration 6Q (144677.690000 sec): 3 clusters
  Score: Raw -1605387.192283 + Penalty 3074.629498 = -1602312.562785
  nChanged 528
		SP:Iteration 7Q (144677.870000 sec): 3 clusters
  Score: Raw -1605682.631423 + Penalty 3074.629498 = -1602608.001925
  nChanged 556
		SP:Iteration 8Q (144678.150000 sec): 3 clusters
  Score: Raw -1606036.347963 + Penalty 3074.629498 = -1602961.718465
  nChanged 570
		SP:Iteration 9Q (144678.440000 sec): 3 clusters
  Score: Raw -1606404.244614 + Penalty 3074.629498 = -1603329.615116
  nChanged 542
		SP:Iteration 10Q (144678.730000 sec): 3 clusters
  Score: Raw -1606743.347509 + Penalty 3074.629498 = -1603668.718010
  nChanged 479
		SP:Iteration 11Q (144679.010000 sec): 3 clusters
  Score: Raw -1607034.232153 + Penalty 3074.629498 = -1603959.602655
  nChanged 440
		SP:Iteration 12Q (144679.290000 sec): 3 clusters
  Score: Raw -1607292.759000 + Penalty 3074.629498 = -1604218.129502
  nChanged 394
		SP:Iteration 13Q (144679.550000 sec): 3 clusters
  Score: Raw -1607513.276593 + Penalty 3074.629498 = -1604438.647095
  nChanged 360
		SP:Iteration 14Q (144679.840000 sec): 3 clusters
  Score: Raw -1607688.578917 + Penalty 3074.629498 = -1604613.949418
  nChanged 301
		SP:Iteration 15Q (144680.130000 sec): 3 clusters
  Score: Raw -1607850.791750 + Penalty 3074.629498 = -1604776.162252
  nChanged 263
		SP:Iteration 16Q (144680.370000 sec): 3 clusters
  Score: Raw -1607981.677609 + Penalty 3074.629498 = -1604907.048111
  nChanged 244
		SP:Iteration 17Q (144680.590000 sec): 3 clusters
  Score: Raw -1608093.584189 + Penalty 3074.629498 = -1605018.954691
  nChanged 211
		SP:Iteration 18Q (144680.910000 sec): 3 clusters
  Score: Raw -1608205.557346 + Penalty 3074.629498 = -1605130.927848
  nChanged 214
		SP:Iteration 19Q (144681.150000 sec): 3 clusters
  Score: Raw -1608324.979289 + Penalty 3074.629498 = -1605250.349791
  nChanged 165
		SP:Iteration 20F (144681.450000 sec): 3 clusters
  Score: Raw -1608429.942141 + Penalty 3074.629498 = -1605355.312643
  nChanged 178
		SP:Iteration 21Q (144681.690000 sec): 3 clusters
  Score: Raw -1608505.969988 + Penalty 3074.629498 = -1605431.340490
  nChanged 122
		SP:Iteration 22Q (144681.940000 sec): 3 clusters
  Score: Raw -1608544.316252 + Penalty 3074.629498 = -1605469.686754
  nChanged 113
		SP:Iteration 23Q (144682.230000 sec): 3 clusters
  Score: Raw -1608574.464607 + Penalty 3074.629498 = -1605499.835109
  nChanged 84
		SP:Iteration 24Q (144682.510000 sec): 3 clusters
  Score: Raw -1608591.384222 + Penalty 3074.629498 = -1605516.754724
  nChanged 57
		SP:Iteration 25Q (144682.760000 sec): 3 clusters
  Score: Raw -1608604.055281 + Penalty 3074.629498 = -1605529.425783
  nChanged 54
		SP:Iteration 26Q (144682.950000 sec): 3 clusters
  Score: Raw -1608614.223812 + Penalty 3074.629498 = -1605539.594314
  nChanged 38
		SP:Iteration 27Q (144683.220000 sec): 3 clusters
  Score: Raw -1608621.550186 + Penalty 3074.629498 = -1605546.920688
  nChanged 30
		SP:Iteration 28Q (144683.510000 sec): 3 clusters
  Score: Raw -1608627.054262 + Penalty 3074.629498 = -1605552.424764
  nChanged 30
		SP:Iteration 29Q (144683.790000 sec): 3 clusters
  Score: Raw -1608632.984195 + Penalty 3074.629498 = -1605558.354697
  nChanged 29
		SP:Iteration 30Q (144684.030000 sec): 3 clusters
  Score: Raw -1608636.903636 + Penalty 3074.629498 = -1605562.274138
  nChanged 19
		SP:Iteration 31Q (144684.320000 sec): 3 clusters
  Score: Raw -1608640.074224 + Penalty 3074.629498 = -1605565.444725
  nChanged 20
		SP:Iteration 32Q (144684.570000 sec): 3 clusters
  Score: Raw -1608643.493354 + Penalty 3074.629498 = -1605568.863856
  nChanged 16
		SP:Iteration 33Q (144684.850000 sec): 3 clusters
  Score: Raw -1608646.455522 + Penalty 3074.629498 = -1605571.826024
  nChanged 17
		SP:Iteration 34Q (144685.040000 sec): 3 clusters
  Score: Raw -1608648.944771 + Penalty 3074.629498 = -1605574.315273
  nChanged 19
		SP:Iteration 35Q (144685.210000 sec): 3 clusters
  Score: Raw -1608652.340062 + Penalty 3074.629498 = -1605577.710564
  nChanged 13
		SP:Iteration 36Q (144685.500000 sec): 3 clusters
  Score: Raw -1608654.541653 + Penalty 3074.629498 = -1605579.912155
  nChanged 10
		SP:Iteration 37Q (144685.740000 sec): 3 clusters
  Score: Raw -1608656.442627 + Penalty 3074.629498 = -1605581.813128
  nChanged 15
		SP:Iteration 38Q (144686.030000 sec): 3 clusters
  Score: Raw -1608659.048927 + Penalty 3074.629498 = -1605584.419429
  nChanged 12
		SP:Iteration 39Q (144686.280000 sec): 3 clusters
  Score: Raw -1608660.731133 + Penalty 3074.629498 = -1605586.101635
  nChanged 8
		SP:Iteration 40F (144686.530000 sec): 3 clusters
  Score: Raw -1608661.765936 + Penalty 3074.629498 = -1605587.136438
  nChanged 7
		SP:Iteration 41Q (144686.770000 sec): 3 clusters
  Score: Raw -1608662.658772 + Penalty 3074.629498 = -1605588.029274
  nChanged 7
		SP:Iteration 42Q (144687.010000 sec): 3 clusters
  Score: Raw -1608663.521754 + Penalty 3074.629498 = -1605588.892256
  nChanged 11
		SP:Iteration 43Q (144687.310000 sec): 3 clusters
  Score: Raw -1608664.958443 + Penalty 3074.629498 = -1605590.328945
  nChanged 6
		SP:Iteration 44Q (144687.550000 sec): 3 clusters
  Score: Raw -1608665.809300 + Penalty 3074.629498 = -1605591.179801
  nChanged 6
		SP:Iteration 45Q (144687.800000 sec): 3 clusters
  Score: Raw -1608666.705011 + Penalty 3074.629498 = -1605592.075513
  nChanged 5
		SP:Iteration 46Q (144688.050000 sec): 3 clusters
  Score: Raw -1608667.313014 + Penalty 3074.629498 = -1605592.683516
  nChanged 4
		SP:Iteration 47Q (144688.290000 sec): 3 clusters
  Score: Raw -1608667.713448 + Penalty 3074.629498 = -1605593.083950
  nChanged 4
		SP:Iteration 48Q (144688.580000 sec): 3 clusters
  Score: Raw -1608668.200862 + Penalty 3074.629498 = -1605593.571364
  nChanged 2
		SP:Iteration 49Q (144688.810000 sec): 3 clusters
  Score: Raw -1608668.486263 + Penalty 3074.629498 = -1605593.856765
  nChanged 2
		SP:Iteration 50Q (144689.000000 sec): 3 clusters
  Score: Raw -1608668.698319 + Penalty 3074.629498 = -1605594.068821
  nChanged 2
		SP:Iteration 51Q (144689.260000 sec): 3 clusters
  Score: Raw -1608668.867220 + Penalty 3074.629498 = -1605594.237722
  nChanged 2
		SP:Iteration 52Q (144689.550000 sec): 3 clusters
  Score: Raw -1608669.071063 + Penalty 3074.629498 = -1605594.441565
  nChanged 1
		SP:Iteration 53Q (144689.830000 sec): 3 clusters
  Score: Raw -1608669.235985 + Penalty 3074.629498 = -1605594.606487
  nChanged 0
		SP:Iteration 54F (144690.080000 sec): 3 clusters
  Score: Raw -1608669.235985 + Penalty 3074.629498 = -1605594.606487
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 77 (169 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (144690.140000 sec): 2 clusters
  Score: Raw -9988.572735 + Penalty 833.608541 = -9154.964194
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (144690.310000 sec): 3 clusters
  Score: Raw -10317.995702 + Penalty 1667.217082 = -8650.778620
  nChanged 38
		SP:Iteration 1F (144690.490000 sec): 3 clusters
  Score: Raw -10562.182352 + Penalty 1667.217082 = -8894.965269
  nChanged 11
		SP:Iteration 2F (144690.660000 sec): 3 clusters
  Score: Raw -10669.724224 + Penalty 1667.217082 = -9002.507142
  nChanged 7
		SP:Iteration 3Q (144690.840000 sec): 3 clusters
  Score: Raw -10734.115745 + Penalty 1667.217082 = -9066.898662
  nChanged 4
		SP:Iteration 4Q (144691.020000 sec): 3 clusters
  Score: Raw -10768.324852 + Penalty 1667.217082 = -9101.107769
  nChanged 1
		SP:Iteration 5Q (144691.190000 sec): 3 clusters
  Score: Raw -10774.281916 + Penalty 1667.217082 = -9107.064833
  nChanged 0
		SP:Iteration 6F (144691.240000 sec): 3 clusters
  Score: Raw -10774.281916 + Penalty 1667.217082 = -9107.064833
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 78 (1004 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (144691.290000 sec): 2 clusters
  Score: Raw -124457.411524 + Penalty 1123.158936 = -123334.252587
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (144691.320000 sec): 3 clusters
  Score: Raw -124158.484734 + Penalty 2246.317873 = -121912.166861
  nChanged 280
		SP:Iteration 1F (144691.340000 sec): 3 clusters
  Score: Raw -124423.026910 + Penalty 2246.317873 = -122176.709037
  nChanged 74
		SP:Iteration 2F (144691.360000 sec): 3 clusters
  Score: Raw -124495.564954 + Penalty 2246.317873 = -122249.247082
  nChanged 38
		SP:Iteration 3Q (144691.390000 sec): 3 clusters
  Score: Raw -124537.952072 + Penalty 2246.317873 = -122291.634199
  nChanged 27
		SP:Iteration 4Q (144691.420000 sec): 3 clusters
  Score: Raw -124559.316048 + Penalty 2246.317873 = -122312.998175
  nChanged 16
		SP:Iteration 5Q (144691.440000 sec): 3 clusters
  Score: Raw -124577.051031 + Penalty 2246.317873 = -122330.733159
  nChanged 14
		SP:Iteration 6Q (144691.460000 sec): 3 clusters
  Score: Raw -124592.249296 + Penalty 2246.317873 = -122345.931423
  nChanged 11
		SP:Iteration 7Q (144691.490000 sec): 3 clusters
  Score: Raw -124600.935162 + Penalty 2246.317873 = -122354.617289
  nChanged 5
		SP:Iteration 8Q (144691.510000 sec): 3 clusters
  Score: Raw -124606.811192 + Penalty 2246.317873 = -122360.493319
  nChanged 5
		SP:Iteration 9Q (144691.540000 sec): 3 clusters
  Score: Raw -124611.469358 + Penalty 2246.317873 = -122365.151485
  nChanged 0
		SP:Iteration 10F (144691.560000 sec): 3 clusters
  Score: Raw -124611.469358 + Penalty 2246.317873 = -122365.151485
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 79 (390 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (144691.600000 sec): 2 clusters
  Score: Raw -55169.208503 + Penalty 969.498845 = -54199.709658
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (144691.610000 sec): 3 clusters
  Score: Raw -55157.468085 + Penalty 1938.997690 = -53218.470394
  nChanged 80
		SP:Iteration 1F (144691.620000 sec): 3 clusters
  Score: Raw -55298.062593 + Penalty 1938.997690 = -53359.064902
  nChanged 23
		SP:Iteration 2F (144691.620000 sec): 3 clusters
  Score: Raw -55346.498387 + Penalty 1938.997690 = -53407.500697
  nChanged 19
		SP:Iteration 3Q (144691.630000 sec): 3 clusters
  Score: Raw -55399.774240 + Penalty 1938.997690 = -53460.776549
  nChanged 10
		SP:Iteration 4Q (144691.640000 sec): 3 clusters
  Score: Raw -55417.814792 + Penalty 1938.997690 = -53478.817102
  nChanged 7
		SP:Iteration 5Q (144691.650000 sec): 3 clusters
  Score: Raw -55441.258821 + Penalty 1938.997690 = -53502.261131
  nChanged 4
		SP:Iteration 6Q (144691.660000 sec): 3 clusters
  Score: Raw -55447.598844 + Penalty 1938.997690 = -53508.601154
  nChanged 2
		SP:Iteration 7Q (144691.660000 sec): 3 clusters
  Score: Raw -55453.295418 + Penalty 1938.997690 = -53514.297728
  nChanged 2
		SP:Iteration 8Q (144691.670000 sec): 3 clusters
  Score: Raw -55458.144017 + Penalty 1938.997690 = -53519.146327
  nChanged 3
		SP:Iteration 9Q (144691.680000 sec): 3 clusters
  Score: Raw -55462.371248 + Penalty 1938.997690 = -53523.373557
  nChanged 2
		SP:Iteration 10Q (144691.690000 sec): 3 clusters
  Score: Raw -55465.842442 + Penalty 1938.997690 = -53526.844751
  nChanged 1
		SP:Iteration 11Q (144691.700000 sec): 3 clusters
  Score: Raw -55467.582375 + Penalty 1938.997690 = -53528.584684
  nChanged 1
		SP:Iteration 12Q (144691.710000 sec): 3 clusters
  Score: Raw -55470.454497 + Penalty 1938.997690 = -53531.456807
  nChanged 3
		SP:Iteration 13Q (144691.720000 sec): 3 clusters
  Score: Raw -55474.963679 + Penalty 1938.997690 = -53535.965988
  nChanged 2
		SP:Iteration 14Q (144691.720000 sec): 3 clusters
  Score: Raw -55480.120836 + Penalty 1938.997690 = -53541.123146
  nChanged 2
		SP:Iteration 15Q (144691.730000 sec): 3 clusters
  Score: Raw -55487.812163 + Penalty 1938.997690 = -53548.814473
  nChanged 0
		SP:Iteration 16F (144691.740000 sec): 3 clusters
  Score: Raw -55487.812163 + Penalty 1938.997690 = -53548.814473
  nChanged 0
Memory request: 0.00 GB would take us to total of 6.34 GB.

 Trying to split cluster 80 (249 points) 
	SP: Assigned 2 initial classes randomly.
		SP:Iteration 0F (144691.770000 sec): 2 clusters
  Score: Raw -23808.869513 + Penalty 896.586096 = -22912.283417
  nChanged 0
	SP: Assigned 3 initial classes randomly.
		SP:Iteration 0F (144691.780000 sec): 3 clusters
  Score: Raw -23948.320250 + Penalty 1793.172191 = -22155.148059
  nChanged 47
		SP:Iteration 1F (144691.780000 sec): 3 clusters
  Score: Raw -24084.543606 + Penalty 1793.172191 = -22291.371415
  nChanged 13
		SP:Iteration 2F (144691.790000 sec): 3 clusters
  Score: Raw -24122.885197 + Penalty 1793.172191 = -22329.713005
  nChanged 6
		SP:Iteration 3Q (144691.800000 sec): 3 clusters
  Score: Raw -24144.222619 + Penalty 1793.172191 = -22351.050428
  nChanged 3
		SP:Iteration 4Q (144691.810000 sec): 3 clusters
  Score: Raw -24169.375037 + Penalty 1793.172191 = -22376.202846
  nChanged 4
		SP:Iteration 5Q (144691.820000 sec): 3 clusters
  Score: Raw -24181.213215 + Penalty 1793.172191 = -22388.041024
  nChanged 2
		SP:Iteration 6Q (144691.820000 sec): 3 clusters
  Score: Raw -24188.364318 + Penalty 1793.172191 = -22395.192127
  nChanged 1
		SP:Iteration 7Q (144691.830000 sec): 3 clusters
  Score: Raw -24191.355806 + Penalty 1793.172191 = -22398.183614
  nChanged 0
		SP:Iteration 8F (144691.840000 sec): 3 clusters
  Score: Raw -24191.355806 + Penalty 1793.172191 = -22398.183614
  nChanged 0
------ Evaluating fit on full set of 2644692 points ------
  Score: Raw -314225432.180168 + Penalty 189841.786625 = -314035590.393544
Time taken for this iteration:95620.540000 seconds.
 21->80 Clusters: Score -314035590.393544, best is -314030016.773007
THE BEST YET!

Main iterations: 0 (time per iteration =inf ms)
Total iterations: 65038 (time per iteration =299.034955 ms)

Def. Iteration metric 2:
Iteration_metric2 += (scalar)(nDims*nDims)*(scalar)(nPoints)
Iterations metric 2: 1321927398720.000000 (time per metric unit =14.712332ns)

Def. Iteration metric 3:
Iteration_metric3 += (scalar)(nDims*nDims)*(scalar)(nDims*nPoints)
Iterations metric 3: 31726257569280.000000 (time per metric unit=613.013854ps)

That took 19448.635417 seconds.
